warning: commands will be executed using /bin/sh
job 3793 at Wed Jan 20 23:55:00 2016
FileBase	/mnt/packrat/userdirs/yuta/YutaData/YutaMouse42-150917/YutaMouse42-150917
ElecNo	4
UseFeatures	11111111111111111111111100000
DropLastNFeatures	0
UseDistributional	0
MaskStarts	500
MinClusters	20
MaxClusters	21
MaxPossibleClusters	200
nStarts	1
StartCluFile	
SplitEvery	40
SplitFirst	20
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	1
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	0.000000
AlwaysSplitBimodal	0
PointsForClusterMask	10.000000
MinMaskOverlap	0.000000
help	0
Setting RAM limit to available physical memory, 11.25 GB.
This run is expected to use between 3.71 and 5.57 GB of RAM.
Memory request: 1.86 GB would take us to total of 1.86 GB.
----------------------------------------------------------
Loaded 1033448 data points of dimension 24.
MEMO: A lower score indicates a better clustering 
 
Starting from 20 clusters...
------ Clustering full data set of 1033448 points ------
	SP: Assigned 20 initial classes randomly.
Deleting Class 8 (7092 points): Lose 216.494130 but Gain 2250.366843
Iteration 0F (44.150000 sec): 19 clusters
  Score: Raw -105670351.995859 + Penalty 40506.603176 = -105629845.392682
  nChanged 977687
Iteration 1F (73.990000 sec): 19 clusters
  Score: Raw -112244875.787168 + Penalty 40506.603176 = -112204369.183992
  nChanged 501873
Iteration 2F (105.570000 sec): 19 clusters
  Score: Raw -114892019.138077 + Penalty 40506.603176 = -114851512.534900
  nChanged 305285
Iteration 3F (135.290000 sec): 19 clusters
  Score: Raw -116227787.289971 + Penalty 40506.603176 = -116187280.686795
  nChanged 163356
Iteration 4F (166.910000 sec): 19 clusters
  Score: Raw -116837262.311803 + Penalty 40506.603176 = -116796755.708627
  nChanged 84816
Iteration 5F (198.060000 sec): 19 clusters
  Score: Raw -117140278.052897 + Penalty 40506.603176 = -117099771.449721
  nChanged 66044
Iteration 6F (230.760000 sec): 19 clusters
  Score: Raw -117339910.192489 + Penalty 40506.603176 = -117299403.589313
  nChanged 51212
Iteration 7Q (253.110000 sec): 19 clusters
  Score: Raw -117569316.593897 + Penalty 40506.603176 = -117528809.990721
  nChanged 36313
Iteration 8Q (273.400000 sec): 19 clusters
  Score: Raw -117674310.030988 + Penalty 40506.603176 = -117633803.427812
  nChanged 29945
Iteration 9Q (292.590000 sec): 19 clusters
  Score: Raw -117721388.108668 + Penalty 40506.603176 = -117680881.505491
  nChanged 24264
Iteration 10Q (312.880000 sec): 19 clusters
  Score: Raw -117759313.626822 + Penalty 40506.603176 = -117718807.023646
  nChanged 18888
Iteration 11Q (333.740000 sec): 19 clusters
  Score: Raw -117796805.904286 + Penalty 40506.603176 = -117756299.301109
  nChanged 16628
Iteration 12Q (353.840000 sec): 19 clusters
  Score: Raw -117829373.767897 + Penalty 40506.603176 = -117788867.164721
  nChanged 14342
Iteration 13Q (374.450000 sec): 19 clusters
  Score: Raw -117858934.010283 + Penalty 40506.603176 = -117818427.407107
  nChanged 11495
Iteration 14Q (396.720000 sec): 19 clusters
  Score: Raw -117866888.261765 + Penalty 40506.603176 = -117826381.658589
  nChanged 8730
Iteration 15Q (420.370000 sec): 19 clusters
  Score: Raw -117871676.398967 + Penalty 40506.603176 = -117831169.795790
  nChanged 7337
Iteration 16Q (443.450000 sec): 19 clusters
  Score: Raw -117875855.720703 + Penalty 40506.603176 = -117835349.117526
  nChanged 6726
Iteration 17Q (465.970000 sec): 19 clusters
  Score: Raw -117881019.225507 + Penalty 40506.603176 = -117840512.622330
  nChanged 6795
Iteration 18Q (489.330000 sec): 19 clusters
  Score: Raw -117889742.736100 + Penalty 40506.603176 = -117849236.132924
  nChanged 6689
Iteration 19Q (509.290000 sec): 19 clusters
  Score: Raw -117902923.789733 + Penalty 40506.603176 = -117862417.186556
  nChanged 6167
Writing temp clu file 
Because OldScore, -117849236.132924, is greater than current (better) Score,-117862417.186556 
 Memory request: 1.86 GB would take us to total of 3.71 GB.
Compute initial score before splitting:   Score: Raw -117902923.789733 + Penalty 40506.603176 = -117862417.186556
Memory request: 0.10 GB would take us to total of 3.81 GB.

 Trying to split cluster 1 (53547 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (511.880000 sec): 2 clusters
  Score: Raw -5966581.818009 + Penalty 1769.351196 = -5964812.466813
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (512.330000 sec): 3 clusters
  Score: Raw -5932708.846360 + Penalty 3538.702392 = -5929170.143968
  nChanged 25159
		SP:Iteration 1F (512.740000 sec): 3 clusters
  Score: Raw -5948372.263185 + Penalty 3538.702392 = -5944833.560793
  nChanged 3831
		SP:Iteration 2F (513.130000 sec): 3 clusters
  Score: Raw -5950955.743633 + Penalty 3538.702392 = -5947417.041241
  nChanged 4607
		SP:Iteration 3F (513.540000 sec): 3 clusters
  Score: Raw -5954853.720655 + Penalty 3538.702392 = -5951315.018263
  nChanged 4875
		SP:Iteration 4F (513.980000 sec): 3 clusters
  Score: Raw -5959152.447207 + Penalty 3538.702392 = -5955613.744815
  nChanged 4261
		SP:Iteration 5F (514.430000 sec): 3 clusters
  Score: Raw -5962514.130420 + Penalty 3538.702392 = -5958975.428028
  nChanged 3180
		SP:Iteration 6F (514.860000 sec): 3 clusters
  Score: Raw -5964849.443068 + Penalty 3538.702392 = -5961310.740676
  nChanged 2350
		SP:Iteration 7Q (515.320000 sec): 3 clusters
  Score: Raw -5966550.664825 + Penalty 3538.702392 = -5963011.962433
  nChanged 1890
		SP:Iteration 8Q (515.720000 sec): 3 clusters
  Score: Raw -5967863.754521 + Penalty 3538.702392 = -5964325.052129
  nChanged 1539
		SP:Iteration 9Q (516.210000 sec): 3 clusters
  Score: Raw -5968874.268638 + Penalty 3538.702392 = -5965335.566246
  nChanged 1301
		SP:Iteration 10Q (516.640000 sec): 3 clusters
  Score: Raw -5969603.827787 + Penalty 3538.702392 = -5966065.125395
  nChanged 1127
		SP:Iteration 11Q (517.200000 sec): 3 clusters
  Score: Raw -5970159.756910 + Penalty 3538.702392 = -5966621.054518
  nChanged 971
		SP:Iteration 12Q (517.630000 sec): 3 clusters
  Score: Raw -5970589.579067 + Penalty 3538.702392 = -5967050.876675
  nChanged 833
		SP:Iteration 13Q (518.080000 sec): 3 clusters
  Score: Raw -5970937.885500 + Penalty 3538.702392 = -5967399.183108
  nChanged 685
		SP:Iteration 14Q (518.540000 sec): 3 clusters
  Score: Raw -5971211.262317 + Penalty 3538.702392 = -5967672.559925
  nChanged 600
		SP:Iteration 15Q (518.980000 sec): 3 clusters
  Score: Raw -5971450.437444 + Penalty 3538.702392 = -5967911.735052
  nChanged 574
		SP:Iteration 16Q (519.420000 sec): 3 clusters
  Score: Raw -5971693.113411 + Penalty 3538.702392 = -5968154.411019
  nChanged 529
		SP:Iteration 17Q (519.820000 sec): 3 clusters
  Score: Raw -5971942.988845 + Penalty 3538.702392 = -5968404.286453
  nChanged 494
		SP:Iteration 18Q (520.230000 sec): 3 clusters
  Score: Raw -5972255.665757 + Penalty 3538.702392 = -5968716.963365
  nChanged 475
		SP:Iteration 19Q (520.640000 sec): 3 clusters
  Score: Raw -5972569.897989 + Penalty 3538.702392 = -5969031.195597
  nChanged 443
		SP:Iteration 20F (521.040000 sec): 3 clusters
  Score: Raw -5972858.367460 + Penalty 3538.702392 = -5969319.665068
  nChanged 370
		SP:Iteration 21Q (521.440000 sec): 3 clusters
  Score: Raw -5973026.130636 + Penalty 3538.702392 = -5969487.428245
  nChanged 281
		SP:Iteration 22Q (521.880000 sec): 3 clusters
  Score: Raw -5973095.181257 + Penalty 3538.702392 = -5969556.478865
  nChanged 189
		SP:Iteration 23Q (522.280000 sec): 3 clusters
  Score: Raw -5973122.191577 + Penalty 3538.702392 = -5969583.489185
  nChanged 120
		SP:Iteration 24Q (522.740000 sec): 3 clusters
  Score: Raw -5973134.533565 + Penalty 3538.702392 = -5969595.831173
  nChanged 108
		SP:Iteration 25Q (523.140000 sec): 3 clusters
  Score: Raw -5973142.936344 + Penalty 3538.702392 = -5969604.233952
  nChanged 75
		SP:Iteration 26Q (523.540000 sec): 3 clusters
  Score: Raw -5973148.246241 + Penalty 3538.702392 = -5969609.543849
  nChanged 55
		SP:Iteration 27Q (523.900000 sec): 3 clusters
  Score: Raw -5973151.286676 + Penalty 3538.702392 = -5969612.584284
  nChanged 45
		SP:Iteration 28Q (524.290000 sec): 3 clusters
  Score: Raw -5973153.228156 + Penalty 3538.702392 = -5969614.525764
  nChanged 32
		SP:Iteration 29Q (524.680000 sec): 3 clusters
  Score: Raw -5973155.058155 + Penalty 3538.702392 = -5969616.355763
  nChanged 29
		SP:Iteration 30Q (525.110000 sec): 3 clusters
  Score: Raw -5973156.375598 + Penalty 3538.702392 = -5969617.673207
  nChanged 26
		SP:Iteration 31Q (525.490000 sec): 3 clusters
  Score: Raw -5973157.626545 + Penalty 3538.702392 = -5969618.924153
  nChanged 20
		SP:Iteration 32Q (525.870000 sec): 3 clusters
  Score: Raw -5973158.487566 + Penalty 3538.702392 = -5969619.785174
  nChanged 19
		SP:Iteration 33Q (526.270000 sec): 3 clusters
  Score: Raw -5973159.278268 + Penalty 3538.702392 = -5969620.575876
  nChanged 19
		SP:Iteration 34Q (526.710000 sec): 3 clusters
  Score: Raw -5973160.084518 + Penalty 3538.702392 = -5969621.382126
  nChanged 13
		SP:Iteration 35Q (527.130000 sec): 3 clusters
  Score: Raw -5973160.581932 + Penalty 3538.702392 = -5969621.879540
  nChanged 13
		SP:Iteration 36Q (527.560000 sec): 3 clusters
  Score: Raw -5973160.873767 + Penalty 3538.702392 = -5969622.171375
  nChanged 3
		SP:Iteration 37Q (527.980000 sec): 3 clusters
  Score: Raw -5973160.960936 + Penalty 3538.702392 = -5969622.258544
  nChanged 2
		SP:Iteration 38Q (528.430000 sec): 3 clusters
  Score: Raw -5973160.992429 + Penalty 3538.702392 = -5969622.290037
  nChanged 2
		SP:Iteration 39Q (528.860000 sec): 3 clusters
  Score: Raw -5973161.125842 + Penalty 3538.702392 = -5969622.423451
  nChanged 2
		SP:Iteration 40F (529.260000 sec): 3 clusters
  Score: Raw -5973161.178579 + Penalty 3538.702392 = -5969622.476187
  nChanged 3
		SP:Iteration 41Q (529.620000 sec): 3 clusters
  Score: Raw -5973161.342916 + Penalty 3538.702392 = -5969622.640525
  nChanged 3
		SP:Iteration 42Q (530.030000 sec): 3 clusters
  Score: Raw -5973161.412043 + Penalty 3538.702392 = -5969622.709651
  nChanged 2
		SP:Iteration 43Q (530.380000 sec): 3 clusters
  Score: Raw -5973161.505397 + Penalty 3538.702392 = -5969622.803005
  nChanged 3
		SP:Iteration 44Q (530.810000 sec): 3 clusters
  Score: Raw -5973161.581163 + Penalty 3538.702392 = -5969622.878771
  nChanged 1
		SP:Iteration 45Q (531.160000 sec): 3 clusters
  Score: Raw -5973161.602338 + Penalty 3538.702392 = -5969622.899946
  nChanged 1
		SP:Iteration 46Q (531.520000 sec): 3 clusters
  Score: Raw -5973161.615002 + Penalty 3538.702392 = -5969622.912610
  nChanged 0
		SP:Iteration 47F (531.900000 sec): 3 clusters
  Score: Raw -5973161.615002 + Penalty 3538.702392 = -5969622.912610
  nChanged 0
  Score: Raw -117915202.396588 + Penalty 42756.970020 = -117872445.426568

Splitting cluster 1 changes total score from -117862417.186556 to -117872445.426568

 So it's getting split into cluster 8.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 2 (55908 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (567.110000 sec): 2 clusters
  Score: Raw -6356024.545166 + Penalty 1776.362699 = -6354248.182467
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (567.560000 sec): 3 clusters
  Score: Raw -6320509.151999 + Penalty 3552.725398 = -6316956.426602
  nChanged 26440
		SP:Iteration 1F (567.960000 sec): 3 clusters
  Score: Raw -6337494.840069 + Penalty 3552.725398 = -6333942.114672
  nChanged 3824
		SP:Iteration 2F (568.400000 sec): 3 clusters
  Score: Raw -6340440.590819 + Penalty 3552.725398 = -6336887.865421
  nChanged 4344
		SP:Iteration 3F (568.810000 sec): 3 clusters
  Score: Raw -6343802.923879 + Penalty 3552.725398 = -6340250.198481
  nChanged 4617
		SP:Iteration 4F (569.210000 sec): 3 clusters
  Score: Raw -6347332.526551 + Penalty 3552.725398 = -6343779.801153
  nChanged 4207
		SP:Iteration 5F (569.620000 sec): 3 clusters
  Score: Raw -6350652.769264 + Penalty 3552.725398 = -6347100.043866
  nChanged 3672
		SP:Iteration 6F (570.060000 sec): 3 clusters
  Score: Raw -6353494.870742 + Penalty 3552.725398 = -6349942.145344
  nChanged 3179
		SP:Iteration 7F (570.550000 sec): 3 clusters
  Score: Raw -6356390.268001 + Penalty 3552.725398 = -6352837.542603
  nChanged 3105
		SP:Iteration 8F (571.040000 sec): 3 clusters
  Score: Raw -6360163.100399 + Penalty 3552.725398 = -6356610.375001
  nChanged 3389
		SP:Iteration 9F (571.540000 sec): 3 clusters
  Score: Raw -6364842.296766 + Penalty 3552.725398 = -6361289.571368
  nChanged 3404
		SP:Iteration 10F (571.980000 sec): 3 clusters
  Score: Raw -6369305.481812 + Penalty 3552.725398 = -6365752.756414
  nChanged 3143
		SP:Iteration 11F (572.470000 sec): 3 clusters
  Score: Raw -6373221.269789 + Penalty 3552.725398 = -6369668.544391
  nChanged 2907
		SP:Iteration 12F (572.910000 sec): 3 clusters
  Score: Raw -6376949.060501 + Penalty 3552.725398 = -6373396.335104
  nChanged 2626
		SP:Iteration 13Q (573.360000 sec): 3 clusters
  Score: Raw -6380869.507805 + Penalty 3552.725398 = -6377316.782407
  nChanged 2293
		SP:Iteration 14Q (573.810000 sec): 3 clusters
  Score: Raw -6384452.114551 + Penalty 3552.725398 = -6380899.389154
  nChanged 1462
		SP:Iteration 15Q (574.250000 sec): 3 clusters
  Score: Raw -6386045.875321 + Penalty 3552.725398 = -6382493.149923
  nChanged 852
		SP:Iteration 16Q (574.700000 sec): 3 clusters
  Score: Raw -6386575.914313 + Penalty 3552.725398 = -6383023.188916
  nChanged 562
		SP:Iteration 17Q (575.120000 sec): 3 clusters
  Score: Raw -6386788.015429 + Penalty 3552.725398 = -6383235.290032
  nChanged 353
		SP:Iteration 18Q (575.520000 sec): 3 clusters
  Score: Raw -6386874.694415 + Penalty 3552.725398 = -6383321.969017
  nChanged 210
		SP:Iteration 19Q (575.970000 sec): 3 clusters
  Score: Raw -6386920.745157 + Penalty 3552.725398 = -6383368.019760
  nChanged 178
		SP:Iteration 20F (576.490000 sec): 3 clusters
  Score: Raw -6386958.589641 + Penalty 3552.725398 = -6383405.864244
  nChanged 121
		SP:Iteration 21Q (576.910000 sec): 3 clusters
  Score: Raw -6386986.068739 + Penalty 3552.725398 = -6383433.343341
  nChanged 82
		SP:Iteration 22Q (577.370000 sec): 3 clusters
  Score: Raw -6387004.451243 + Penalty 3552.725398 = -6383451.725846
  nChanged 58
		SP:Iteration 23Q (577.840000 sec): 3 clusters
  Score: Raw -6387017.670516 + Penalty 3552.725398 = -6383464.945119
  nChanged 62
		SP:Iteration 24Q (578.260000 sec): 3 clusters
  Score: Raw -6387026.149719 + Penalty 3552.725398 = -6383473.424321
  nChanged 41
		SP:Iteration 25Q (578.650000 sec): 3 clusters
  Score: Raw -6387030.101111 + Penalty 3552.725398 = -6383477.375714
  nChanged 33
		SP:Iteration 26Q (579.100000 sec): 3 clusters
  Score: Raw -6387031.951991 + Penalty 3552.725398 = -6383479.226594
  nChanged 24
		SP:Iteration 27Q (579.530000 sec): 3 clusters
  Score: Raw -6387033.235343 + Penalty 3552.725398 = -6383480.509945
  nChanged 18
		SP:Iteration 28Q (579.900000 sec): 3 clusters
  Score: Raw -6387033.945669 + Penalty 3552.725398 = -6383481.220271
  nChanged 10
		SP:Iteration 29Q (580.310000 sec): 3 clusters
  Score: Raw -6387034.326785 + Penalty 3552.725398 = -6383481.601388
  nChanged 4
		SP:Iteration 30Q (580.800000 sec): 3 clusters
  Score: Raw -6387034.509311 + Penalty 3552.725398 = -6383481.783914
  nChanged 2
		SP:Iteration 31Q (581.190000 sec): 3 clusters
  Score: Raw -6387034.572999 + Penalty 3552.725398 = -6383481.847601
  nChanged 1
		SP:Iteration 32Q (581.700000 sec): 3 clusters
  Score: Raw -6387034.587151 + Penalty 3552.725398 = -6383481.861753
  nChanged 0
		SP:Iteration 33F (582.210000 sec): 3 clusters
  Score: Raw -6387034.587151 + Penalty 3552.725398 = -6383481.861753
  nChanged 0
  Score: Raw -117946212.438574 + Penalty 45007.336863 = -117901205.101711

Splitting cluster 2 changes total score from -117862417.186556 to -117901205.101711

 So it's getting split into cluster 20.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 3 (181579 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (626.770000 sec): 2 clusters
  Score: Raw -21252782.252318 + Penalty 1967.784991 = -21250814.467327
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (628.020000 sec): 3 clusters
  Score: Raw -21133024.015568 + Penalty 3935.569982 = -21129088.445585
  nChanged 87654
		SP:Iteration 1F (629.010000 sec): 3 clusters
  Score: Raw -21187251.059751 + Penalty 3935.569982 = -21183315.489769
  nChanged 10172
		SP:Iteration 2F (630.040000 sec): 3 clusters
  Score: Raw -21192896.987770 + Penalty 3935.569982 = -21188961.417788
  nChanged 13553
		SP:Iteration 3F (630.950000 sec): 3 clusters
  Score: Raw -21203181.129975 + Penalty 3935.569982 = -21199245.559993
  nChanged 16357
		SP:Iteration 4F (631.950000 sec): 3 clusters
  Score: Raw -21218164.972315 + Penalty 3935.569982 = -21214229.402333
  nChanged 16339
		SP:Iteration 5F (632.960000 sec): 3 clusters
  Score: Raw -21232781.072777 + Penalty 3935.569982 = -21228845.502795
  nChanged 12769
		SP:Iteration 6F (634.010000 sec): 3 clusters
  Score: Raw -21242672.404487 + Penalty 3935.569982 = -21238736.834505
  nChanged 8445
		SP:Iteration 7Q (635.040000 sec): 3 clusters
  Score: Raw -21248737.979065 + Penalty 3935.569982 = -21244802.409083
  nChanged 5640
		SP:Iteration 8Q (636.050000 sec): 3 clusters
  Score: Raw -21252829.337282 + Penalty 3935.569982 = -21248893.767300
  nChanged 3977
		SP:Iteration 9Q (637.020000 sec): 3 clusters
  Score: Raw -21256025.040613 + Penalty 3935.569982 = -21252089.470631
  nChanged 2983
		SP:Iteration 10Q (637.930000 sec): 3 clusters
  Score: Raw -21258617.900504 + Penalty 3935.569982 = -21254682.330522
  nChanged 2158
		SP:Iteration 11Q (638.930000 sec): 3 clusters
  Score: Raw -21260152.095317 + Penalty 3935.569982 = -21256216.525335
  nChanged 1557
		SP:Iteration 12Q (639.770000 sec): 3 clusters
  Score: Raw -21260918.874281 + Penalty 3935.569982 = -21256983.304299
  nChanged 1173
		SP:Iteration 13Q (640.610000 sec): 3 clusters
  Score: Raw -21261358.771820 + Penalty 3935.569982 = -21257423.201838
  nChanged 905
		SP:Iteration 14Q (641.550000 sec): 3 clusters
  Score: Raw -21261609.687393 + Penalty 3935.569982 = -21257674.117411
  nChanged 691
		SP:Iteration 15Q (642.420000 sec): 3 clusters
  Score: Raw -21261768.202826 + Penalty 3935.569982 = -21257832.632843
  nChanged 574
		SP:Iteration 16Q (643.290000 sec): 3 clusters
  Score: Raw -21261886.705932 + Penalty 3935.569982 = -21257951.135950
  nChanged 517
		SP:Iteration 17Q (644.160000 sec): 3 clusters
  Score: Raw -21261975.657838 + Penalty 3935.569982 = -21258040.087856
  nChanged 439
		SP:Iteration 18Q (644.990000 sec): 3 clusters
  Score: Raw -21262042.853480 + Penalty 3935.569982 = -21258107.283498
  nChanged 394
		SP:Iteration 19Q (645.790000 sec): 3 clusters
  Score: Raw -21262094.390115 + Penalty 3935.569982 = -21258158.820133
  nChanged 340
		SP:Iteration 20F (646.720000 sec): 3 clusters
  Score: Raw -21262133.041261 + Penalty 3935.569982 = -21258197.471278
  nChanged 274
		SP:Iteration 21Q (647.620000 sec): 3 clusters
  Score: Raw -21262161.956109 + Penalty 3935.569982 = -21258226.386127
  nChanged 231
		SP:Iteration 22Q (648.510000 sec): 3 clusters
  Score: Raw -21262181.058406 + Penalty 3935.569982 = -21258245.488424
  nChanged 176
		SP:Iteration 23Q (649.490000 sec): 3 clusters
  Score: Raw -21262194.599554 + Penalty 3935.569982 = -21258259.029572
  nChanged 166
		SP:Iteration 24Q (650.420000 sec): 3 clusters
  Score: Raw -21262206.334446 + Penalty 3935.569982 = -21258270.764464
  nChanged 156
		SP:Iteration 25Q (651.230000 sec): 3 clusters
  Score: Raw -21262217.429845 + Penalty 3935.569982 = -21258281.859862
  nChanged 153
		SP:Iteration 26Q (652.090000 sec): 3 clusters
  Score: Raw -21262227.824078 + Penalty 3935.569982 = -21258292.254096
  nChanged 132
		SP:Iteration 27Q (653.050000 sec): 3 clusters
  Score: Raw -21262235.966832 + Penalty 3935.569982 = -21258300.396849
  nChanged 101
		SP:Iteration 28Q (654.080000 sec): 3 clusters
  Score: Raw -21262240.591249 + Penalty 3935.569982 = -21258305.021267
  nChanged 76
		SP:Iteration 29Q (654.940000 sec): 3 clusters
  Score: Raw -21262244.082120 + Penalty 3935.569982 = -21258308.512137
  nChanged 83
		SP:Iteration 30Q (655.810000 sec): 3 clusters
  Score: Raw -21262247.563859 + Penalty 3935.569982 = -21258311.993877
  nChanged 77
		SP:Iteration 31Q (656.760000 sec): 3 clusters
  Score: Raw -21262251.032442 + Penalty 3935.569982 = -21258315.462460
  nChanged 53
		SP:Iteration 32Q (657.640000 sec): 3 clusters
  Score: Raw -21262253.409190 + Penalty 3935.569982 = -21258317.839208
  nChanged 61
		SP:Iteration 33Q (658.490000 sec): 3 clusters
  Score: Raw -21262256.119538 + Penalty 3935.569982 = -21258320.549555
  nChanged 64
		SP:Iteration 34Q (659.320000 sec): 3 clusters
  Score: Raw -21262258.416892 + Penalty 3935.569982 = -21258322.846910
  nChanged 47
		SP:Iteration 35Q (660.200000 sec): 3 clusters
  Score: Raw -21262259.925371 + Penalty 3935.569982 = -21258324.355388
  nChanged 37
		SP:Iteration 36Q (661.040000 sec): 3 clusters
  Score: Raw -21262261.091445 + Penalty 3935.569982 = -21258325.521463
  nChanged 33
		SP:Iteration 37Q (661.880000 sec): 3 clusters
  Score: Raw -21262262.158520 + Penalty 3935.569982 = -21258326.588537
  nChanged 40
		SP:Iteration 38Q (662.710000 sec): 3 clusters
  Score: Raw -21262263.512611 + Penalty 3935.569982 = -21258327.942629
  nChanged 32
		SP:Iteration 39Q (663.560000 sec): 3 clusters
  Score: Raw -21262264.587355 + Penalty 3935.569982 = -21258329.017372
  nChanged 27
		SP:Iteration 40F (664.480000 sec): 3 clusters
  Score: Raw -21262265.365648 + Penalty 3935.569982 = -21258329.795666
  nChanged 24
		SP:Iteration 41Q (665.300000 sec): 3 clusters
  Score: Raw -21262266.017603 + Penalty 3935.569982 = -21258330.447620
  nChanged 28
		SP:Iteration 42Q (666.140000 sec): 3 clusters
  Score: Raw -21262266.701313 + Penalty 3935.569982 = -21258331.131331
  nChanged 19
		SP:Iteration 43Q (666.920000 sec): 3 clusters
  Score: Raw -21262267.240135 + Penalty 3935.569982 = -21258331.670153
  nChanged 21
		SP:Iteration 44Q (667.780000 sec): 3 clusters
  Score: Raw -21262267.719716 + Penalty 3935.569982 = -21258332.149734
  nChanged 12
		SP:Iteration 45Q (668.610000 sec): 3 clusters
  Score: Raw -21262267.973425 + Penalty 3935.569982 = -21258332.403443
  nChanged 18
		SP:Iteration 46Q (669.460000 sec): 3 clusters
  Score: Raw -21262268.342024 + Penalty 3935.569982 = -21258332.772042
  nChanged 17
		SP:Iteration 47Q (670.330000 sec): 3 clusters
  Score: Raw -21262268.698540 + Penalty 3935.569982 = -21258333.128557
  nChanged 14
		SP:Iteration 48Q (671.180000 sec): 3 clusters
  Score: Raw -21262268.964055 + Penalty 3935.569982 = -21258333.394073
  nChanged 11
		SP:Iteration 49Q (672.060000 sec): 3 clusters
  Score: Raw -21262269.142764 + Penalty 3935.569982 = -21258333.572781
  nChanged 12
		SP:Iteration 50Q (672.900000 sec): 3 clusters
  Score: Raw -21262269.349251 + Penalty 3935.569982 = -21258333.779269
  nChanged 9
		SP:Iteration 51Q (673.710000 sec): 3 clusters
  Score: Raw -21262269.524772 + Penalty 3935.569982 = -21258333.954790
  nChanged 7
		SP:Iteration 52Q (674.550000 sec): 3 clusters
  Score: Raw -21262269.636183 + Penalty 3935.569982 = -21258334.066200
  nChanged 7
		SP:Iteration 53Q (675.410000 sec): 3 clusters
  Score: Raw -21262269.788990 + Penalty 3935.569982 = -21258334.219008
  nChanged 10
		SP:Iteration 54Q (676.380000 sec): 3 clusters
  Score: Raw -21262270.007623 + Penalty 3935.569982 = -21258334.437640
  nChanged 6
		SP:Iteration 55Q (677.190000 sec): 3 clusters
  Score: Raw -21262270.253941 + Penalty 3935.569982 = -21258334.683959
  nChanged 11
		SP:Iteration 56Q (678.060000 sec): 3 clusters
  Score: Raw -21262270.504774 + Penalty 3935.569982 = -21258334.934792
  nChanged 10
		SP:Iteration 57Q (678.880000 sec): 3 clusters
  Score: Raw -21262270.729185 + Penalty 3935.569982 = -21258335.159202
  nChanged 13
		SP:Iteration 58Q (679.730000 sec): 3 clusters
  Score: Raw -21262271.030055 + Penalty 3935.569982 = -21258335.460072
  nChanged 8
		SP:Iteration 59Q (680.680000 sec): 3 clusters
  Score: Raw -21262271.197719 + Penalty 3935.569982 = -21258335.627737
  nChanged 6
		SP:Iteration 60F (681.620000 sec): 3 clusters
  Score: Raw -21262271.346348 + Penalty 3935.569982 = -21258335.776366
  nChanged 11
		SP:Iteration 61Q (682.510000 sec): 3 clusters
  Score: Raw -21262271.609496 + Penalty 3935.569982 = -21258336.039513
  nChanged 11
		SP:Iteration 62Q (683.500000 sec): 3 clusters
  Score: Raw -21262271.843229 + Penalty 3935.569982 = -21258336.273246
  nChanged 6
		SP:Iteration 63Q (684.510000 sec): 3 clusters
  Score: Raw -21262271.964728 + Penalty 3935.569982 = -21258336.394746
  nChanged 4
		SP:Iteration 64Q (685.320000 sec): 3 clusters
  Score: Raw -21262272.026145 + Penalty 3935.569982 = -21258336.456162
  nChanged 5
		SP:Iteration 65Q (686.240000 sec): 3 clusters
  Score: Raw -21262272.074584 + Penalty 3935.569982 = -21258336.504601
  nChanged 0
		SP:Iteration 66F (687.570000 sec): 3 clusters
  Score: Raw -21262272.074584 + Penalty 3935.569982 = -21258336.504601
  nChanged 0
  Score: Raw -117955702.260839 + Penalty 47257.703706 = -117908444.557133

Splitting cluster 3 changes total score from -117862417.186556 to -117908444.557133

 So it's getting split into cluster 21.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 4 (21115 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (725.480000 sec): 2 clusters
  Score: Raw -2470212.658208 + Penalty 1618.132582 = -2468594.525626
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (725.750000 sec): 3 clusters
  Score: Raw -2457713.898008 + Penalty 3236.265164 = -2454477.632843
  nChanged 9726
		SP:Iteration 1F (726.030000 sec): 3 clusters
  Score: Raw -2469384.276475 + Penalty 3236.265164 = -2466148.011310
  nChanged 4040
		SP:Iteration 2F (726.300000 sec): 3 clusters
  Score: Raw -2487095.311645 + Penalty 3236.265164 = -2483859.046480
  nChanged 3284
		SP:Iteration 3F (726.600000 sec): 3 clusters
  Score: Raw -2492310.082511 + Penalty 3236.265164 = -2489073.817347
  nChanged 1046
		SP:Iteration 4Q (726.820000 sec): 3 clusters
  Score: Raw -2492921.381048 + Penalty 3236.265164 = -2489685.115883
  nChanged 373
		SP:Iteration 5Q (727.060000 sec): 3 clusters
  Score: Raw -2493060.436872 + Penalty 3236.265164 = -2489824.171708
  nChanged 191
		SP:Iteration 6Q (727.330000 sec): 3 clusters
  Score: Raw -2493146.867781 + Penalty 3236.265164 = -2489910.602617
  nChanged 138
		SP:Iteration 7Q (727.570000 sec): 3 clusters
  Score: Raw -2493234.814800 + Penalty 3236.265164 = -2489998.549635
  nChanged 100
		SP:Iteration 8Q (727.820000 sec): 3 clusters
  Score: Raw -2493365.808783 + Penalty 3236.265164 = -2490129.543618
  nChanged 139
		SP:Iteration 9Q (728.110000 sec): 3 clusters
  Score: Raw -2493487.535170 + Penalty 3236.265164 = -2490251.270005
  nChanged 115
		SP:Iteration 10Q (728.390000 sec): 3 clusters
  Score: Raw -2493574.396345 + Penalty 3236.265164 = -2490338.131180
  nChanged 116
		SP:Iteration 11Q (728.680000 sec): 3 clusters
  Score: Raw -2493689.177678 + Penalty 3236.265164 = -2490452.912513
  nChanged 86
		SP:Iteration 12Q (728.940000 sec): 3 clusters
  Score: Raw -2493749.671535 + Penalty 3236.265164 = -2490513.406371
  nChanged 70
		SP:Iteration 13Q (729.150000 sec): 3 clusters
  Score: Raw -2493790.080430 + Penalty 3236.265164 = -2490553.815266
  nChanged 59
		SP:Iteration 14Q (729.420000 sec): 3 clusters
  Score: Raw -2493834.634770 + Penalty 3236.265164 = -2490598.369605
  nChanged 60
		SP:Iteration 15Q (729.710000 sec): 3 clusters
  Score: Raw -2493859.195025 + Penalty 3236.265164 = -2490622.929860
  nChanged 51
		SP:Iteration 16Q (729.950000 sec): 3 clusters
  Score: Raw -2493872.695958 + Penalty 3236.265164 = -2490636.430794
  nChanged 47
		SP:Iteration 17Q (730.250000 sec): 3 clusters
  Score: Raw -2493882.924201 + Penalty 3236.265164 = -2490646.659037
  nChanged 46
		SP:Iteration 18Q (730.510000 sec): 3 clusters
  Score: Raw -2493892.018494 + Penalty 3236.265164 = -2490655.753329
  nChanged 36
		SP:Iteration 19Q (730.750000 sec): 3 clusters
  Score: Raw -2493897.372446 + Penalty 3236.265164 = -2490661.107282
  nChanged 29
		SP:Iteration 20F (730.990000 sec): 3 clusters
  Score: Raw -2493900.603276 + Penalty 3236.265164 = -2490664.338111
  nChanged 14
		SP:Iteration 21Q (731.290000 sec): 3 clusters
  Score: Raw -2493901.858614 + Penalty 3236.265164 = -2490665.593449
  nChanged 12
		SP:Iteration 22Q (731.500000 sec): 3 clusters
  Score: Raw -2493902.642309 + Penalty 3236.265164 = -2490666.377144
  nChanged 3
		SP:Iteration 23Q (731.750000 sec): 3 clusters
  Score: Raw -2493902.838431 + Penalty 3236.265164 = -2490666.573266
  nChanged 3
		SP:Iteration 24Q (732.060000 sec): 3 clusters
  Score: Raw -2493903.013503 + Penalty 3236.265164 = -2490666.748338
  nChanged 2
		SP:Iteration 25Q (732.310000 sec): 3 clusters
  Score: Raw -2493903.116204 + Penalty 3236.265164 = -2490666.851039
  nChanged 1
		SP:Iteration 26Q (732.540000 sec): 3 clusters
  Score: Raw -2493903.158359 + Penalty 3236.265164 = -2490666.893195
  nChanged 2
		SP:Iteration 27Q (732.850000 sec): 3 clusters
  Score: Raw -2493903.292546 + Penalty 3236.265164 = -2490667.027382
  nChanged 1
		SP:Iteration 28Q (733.080000 sec): 3 clusters
  Score: Raw -2493903.390817 + Penalty 3236.265164 = -2490667.125652
  nChanged 2
		SP:Iteration 29Q (733.350000 sec): 3 clusters
  Score: Raw -2493903.529716 + Penalty 3236.265164 = -2490667.264551
  nChanged 0
		SP:Iteration 30F (733.620000 sec): 3 clusters
  Score: Raw -2493903.529716 + Penalty 3236.265164 = -2490667.264551
  nChanged 0
  Score: Raw -117979393.132346 + Penalty 49508.070549 = -117929885.061797

Splitting cluster 4 changes total score from -117862417.186556 to -117929885.061797

 So it's getting split into cluster 22.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 5 (184579 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (772.290000 sec): 2 clusters
  Score: Raw -22445583.016929 + Penalty 1970.447836 = -22443612.569093
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (773.300000 sec): 3 clusters
  Score: Raw -22323494.267029 + Penalty 3940.895671 = -22319553.371358
  nChanged 89499
		SP:Iteration 1F (774.420000 sec): 3 clusters
  Score: Raw -22385470.194999 + Penalty 3940.895671 = -22381529.299327
  nChanged 17271
		SP:Iteration 2F (775.410000 sec): 3 clusters
  Score: Raw -22406075.680167 + Penalty 3940.895671 = -22402134.784496
  nChanged 22439
		SP:Iteration 3F (776.360000 sec): 3 clusters
  Score: Raw -22436973.227181 + Penalty 3940.895671 = -22433032.331510
  nChanged 20648
		SP:Iteration 4F (777.320000 sec): 3 clusters
  Score: Raw -22460511.996791 + Penalty 3940.895671 = -22456571.101119
  nChanged 13519
		SP:Iteration 5F (778.310000 sec): 3 clusters
  Score: Raw -22472668.628074 + Penalty 3940.895671 = -22468727.732403
  nChanged 8112
		SP:Iteration 6Q (779.320000 sec): 3 clusters
  Score: Raw -22477902.068515 + Penalty 3940.895671 = -22473961.172844
  nChanged 5174
		SP:Iteration 7Q (780.340000 sec): 3 clusters
  Score: Raw -22479923.136448 + Penalty 3940.895671 = -22475982.240776
  nChanged 3379
		SP:Iteration 8Q (781.340000 sec): 3 clusters
  Score: Raw -22480835.886539 + Penalty 3940.895671 = -22476894.990868
  nChanged 2509
		SP:Iteration 9Q (782.300000 sec): 3 clusters
  Score: Raw -22481365.335644 + Penalty 3940.895671 = -22477424.439973
  nChanged 2184
		SP:Iteration 10Q (783.280000 sec): 3 clusters
  Score: Raw -22481734.260026 + Penalty 3940.895671 = -22477793.364354
  nChanged 1983
		SP:Iteration 11Q (784.280000 sec): 3 clusters
  Score: Raw -22482011.434338 + Penalty 3940.895671 = -22478070.538666
  nChanged 1781
		SP:Iteration 12Q (785.220000 sec): 3 clusters
  Score: Raw -22482228.264939 + Penalty 3940.895671 = -22478287.369268
  nChanged 1628
		SP:Iteration 13Q (786.210000 sec): 3 clusters
  Score: Raw -22482408.087774 + Penalty 3940.895671 = -22478467.192102
  nChanged 1434
		SP:Iteration 14Q (787.230000 sec): 3 clusters
  Score: Raw -22482551.026432 + Penalty 3940.895671 = -22478610.130761
  nChanged 1356
		SP:Iteration 15Q (788.140000 sec): 3 clusters
  Score: Raw -22482674.087392 + Penalty 3940.895671 = -22478733.191720
  nChanged 1259
		SP:Iteration 16Q (789.080000 sec): 3 clusters
  Score: Raw -22482778.026540 + Penalty 3940.895671 = -22478837.130868
  nChanged 1117
		SP:Iteration 17Q (789.990000 sec): 3 clusters
  Score: Raw -22482865.496451 + Penalty 3940.895671 = -22478924.600780
  nChanged 1062
		SP:Iteration 18Q (790.910000 sec): 3 clusters
  Score: Raw -22482943.966804 + Penalty 3940.895671 = -22479003.071132
  nChanged 984
		SP:Iteration 19Q (791.820000 sec): 3 clusters
  Score: Raw -22483010.828983 + Penalty 3940.895671 = -22479069.933311
  nChanged 882
		SP:Iteration 20F (792.720000 sec): 3 clusters
  Score: Raw -22483064.919050 + Penalty 3940.895671 = -22479124.023378
  nChanged 754
		SP:Iteration 21Q (793.710000 sec): 3 clusters
  Score: Raw -22483106.219314 + Penalty 3940.895671 = -22479165.323643
  nChanged 695
		SP:Iteration 22Q (794.660000 sec): 3 clusters
  Score: Raw -22483140.483965 + Penalty 3940.895671 = -22479199.588293
  nChanged 606
		SP:Iteration 23Q (795.560000 sec): 3 clusters
  Score: Raw -22483167.484182 + Penalty 3940.895671 = -22479226.588510
  nChanged 540
		SP:Iteration 24Q (796.520000 sec): 3 clusters
  Score: Raw -22483189.003825 + Penalty 3940.895671 = -22479248.108154
  nChanged 485
		SP:Iteration 25Q (797.400000 sec): 3 clusters
  Score: Raw -22483205.927969 + Penalty 3940.895671 = -22479265.032297
  nChanged 424
		SP:Iteration 26Q (798.280000 sec): 3 clusters
  Score: Raw -22483219.874363 + Penalty 3940.895671 = -22479278.978691
  nChanged 382
		SP:Iteration 27Q (799.160000 sec): 3 clusters
  Score: Raw -22483231.876595 + Penalty 3940.895671 = -22479290.980923
  nChanged 345
		SP:Iteration 28Q (800.050000 sec): 3 clusters
  Score: Raw -22483241.685893 + Penalty 3940.895671 = -22479300.790221
  nChanged 297
		SP:Iteration 29Q (800.960000 sec): 3 clusters
  Score: Raw -22483248.551156 + Penalty 3940.895671 = -22479307.655485
  nChanged 239
		SP:Iteration 30Q (801.970000 sec): 3 clusters
  Score: Raw -22483253.699035 + Penalty 3940.895671 = -22479312.803364
  nChanged 230
		SP:Iteration 31Q (803.150000 sec): 3 clusters
  Score: Raw -22483258.694040 + Penalty 3940.895671 = -22479317.798368
  nChanged 217
		SP:Iteration 32Q (804.280000 sec): 3 clusters
  Score: Raw -22483263.071400 + Penalty 3940.895671 = -22479322.175729
  nChanged 188
		SP:Iteration 33Q (805.270000 sec): 3 clusters
  Score: Raw -22483266.717633 + Penalty 3940.895671 = -22479325.821962
  nChanged 182
		SP:Iteration 34Q (806.350000 sec): 3 clusters
  Score: Raw -22483270.116216 + Penalty 3940.895671 = -22479329.220545
  nChanged 166
		SP:Iteration 35Q (807.370000 sec): 3 clusters
  Score: Raw -22483273.080243 + Penalty 3940.895671 = -22479332.184572
  nChanged 159
		SP:Iteration 36Q (808.370000 sec): 3 clusters
  Score: Raw -22483276.144679 + Penalty 3940.895671 = -22479335.249008
  nChanged 156
		SP:Iteration 37Q (809.390000 sec): 3 clusters
  Score: Raw -22483278.814867 + Penalty 3940.895671 = -22479337.919196
  nChanged 145
		SP:Iteration 38Q (810.530000 sec): 3 clusters
  Score: Raw -22483281.134595 + Penalty 3940.895671 = -22479340.238923
  nChanged 129
		SP:Iteration 39Q (811.470000 sec): 3 clusters
  Score: Raw -22483283.100828 + Penalty 3940.895671 = -22479342.205157
  nChanged 127
		SP:Iteration 40F (812.540000 sec): 3 clusters
  Score: Raw -22483285.058252 + Penalty 3940.895671 = -22479344.162581
  nChanged 118
		SP:Iteration 41Q (813.590000 sec): 3 clusters
  Score: Raw -22483286.563989 + Penalty 3940.895671 = -22479345.668318
  nChanged 92
		SP:Iteration 42Q (814.620000 sec): 3 clusters
  Score: Raw -22483287.673291 + Penalty 3940.895671 = -22479346.777620
  nChanged 85
		SP:Iteration 43Q (815.520000 sec): 3 clusters
  Score: Raw -22483288.575076 + Penalty 3940.895671 = -22479347.679405
  nChanged 72
		SP:Iteration 44Q (816.550000 sec): 3 clusters
  Score: Raw -22483289.396041 + Penalty 3940.895671 = -22479348.500370
  nChanged 76
		SP:Iteration 45Q (817.740000 sec): 3 clusters
  Score: Raw -22483290.374918 + Penalty 3940.895671 = -22479349.479247
  nChanged 82
		SP:Iteration 46Q (818.740000 sec): 3 clusters
  Score: Raw -22483291.216870 + Penalty 3940.895671 = -22479350.321199
  nChanged 50
		SP:Iteration 47Q (819.740000 sec): 3 clusters
  Score: Raw -22483291.600071 + Penalty 3940.895671 = -22479350.704400
  nChanged 39
		SP:Iteration 48Q (820.800000 sec): 3 clusters
  Score: Raw -22483291.910857 + Penalty 3940.895671 = -22479351.015186
  nChanged 36
		SP:Iteration 49Q (821.890000 sec): 3 clusters
  Score: Raw -22483292.202850 + Penalty 3940.895671 = -22479351.307179
  nChanged 33
		SP:Iteration 50Q (822.900000 sec): 3 clusters
  Score: Raw -22483292.540230 + Penalty 3940.895671 = -22479351.644559
  nChanged 35
		SP:Iteration 51Q (823.890000 sec): 3 clusters
  Score: Raw -22483292.840818 + Penalty 3940.895671 = -22479351.945147
  nChanged 27
		SP:Iteration 52Q (824.850000 sec): 3 clusters
  Score: Raw -22483293.053798 + Penalty 3940.895671 = -22479352.158127
  nChanged 24
		SP:Iteration 53Q (825.800000 sec): 3 clusters
  Score: Raw -22483293.236004 + Penalty 3940.895671 = -22479352.340333
  nChanged 17
		SP:Iteration 54Q (826.710000 sec): 3 clusters
  Score: Raw -22483293.374617 + Penalty 3940.895671 = -22479352.478945
  nChanged 15
		SP:Iteration 55Q (827.670000 sec): 3 clusters
  Score: Raw -22483293.475981 + Penalty 3940.895671 = -22479352.580309
  nChanged 13
		SP:Iteration 56Q (828.610000 sec): 3 clusters
  Score: Raw -22483293.556140 + Penalty 3940.895671 = -22479352.660468
  nChanged 8
		SP:Iteration 57Q (829.640000 sec): 3 clusters
  Score: Raw -22483293.605351 + Penalty 3940.895671 = -22479352.709679
  nChanged 12
		SP:Iteration 58Q (830.640000 sec): 3 clusters
  Score: Raw -22483293.682301 + Penalty 3940.895671 = -22479352.786629
  nChanged 13
		SP:Iteration 59Q (831.630000 sec): 3 clusters
  Score: Raw -22483293.770227 + Penalty 3940.895671 = -22479352.874555
  nChanged 13
		SP:Iteration 60F (832.580000 sec): 3 clusters
  Score: Raw -22483293.833679 + Penalty 3940.895671 = -22479352.938008
  nChanged 6
		SP:Iteration 61Q (833.480000 sec): 3 clusters
  Score: Raw -22483293.868681 + Penalty 3940.895671 = -22479352.973009
  nChanged 5
		SP:Iteration 62Q (834.420000 sec): 3 clusters
  Score: Raw -22483293.898823 + Penalty 3940.895671 = -22479353.003152
  nChanged 4
		SP:Iteration 63Q (835.340000 sec): 3 clusters
  Score: Raw -22483293.925943 + Penalty 3940.895671 = -22479353.030272
  nChanged 6
		SP:Iteration 64Q (836.340000 sec): 3 clusters
  Score: Raw -22483293.962783 + Penalty 3940.895671 = -22479353.067112
  nChanged 4
		SP:Iteration 65Q (837.410000 sec): 3 clusters
  Score: Raw -22483293.978695 + Penalty 3940.895671 = -22479353.083023
  nChanged 2
		SP:Iteration 66Q (838.450000 sec): 3 clusters
  Score: Raw -22483293.990967 + Penalty 3940.895671 = -22479353.095296
  nChanged 2
		SP:Iteration 67Q (839.530000 sec): 3 clusters
  Score: Raw -22483294.008104 + Penalty 3940.895671 = -22479353.112433
  nChanged 2
		SP:Iteration 68Q (840.550000 sec): 3 clusters
  Score: Raw -22483294.014388 + Penalty 3940.895671 = -22479353.118716
  nChanged 2
		SP:Iteration 69Q (841.630000 sec): 3 clusters
  Score: Raw -22483294.023170 + Penalty 3940.895671 = -22479353.127498
  nChanged 3
		SP:Iteration 70Q (842.790000 sec): 3 clusters
  Score: Raw -22483294.042183 + Penalty 3940.895671 = -22479353.146512
  nChanged 3
		SP:Iteration 71Q (843.740000 sec): 3 clusters
  Score: Raw -22483294.064222 + Penalty 3940.895671 = -22479353.168550
  nChanged 3
		SP:Iteration 72Q (844.710000 sec): 3 clusters
  Score: Raw -22483294.074974 + Penalty 3940.895671 = -22479353.179303
  nChanged 1
		SP:Iteration 73Q (845.680000 sec): 3 clusters
  Score: Raw -22483294.079422 + Penalty 3940.895671 = -22479353.183750
  nChanged 2
		SP:Iteration 74Q (846.700000 sec): 3 clusters
  Score: Raw -22483294.088384 + Penalty 3940.895671 = -22479353.192713
  nChanged 3
		SP:Iteration 75Q (847.680000 sec): 3 clusters
  Score: Raw -22483294.104255 + Penalty 3940.895671 = -22479353.208584
  nChanged 2
		SP:Iteration 76Q (848.660000 sec): 3 clusters
  Score: Raw -22483294.114970 + Penalty 3940.895671 = -22479353.219298
  nChanged 2
		SP:Iteration 77Q (849.580000 sec): 3 clusters
  Score: Raw -22483294.126026 + Penalty 3940.895671 = -22479353.230355
  nChanged 1
		SP:Iteration 78Q (850.520000 sec): 3 clusters
  Score: Raw -22483294.131536 + Penalty 3940.895671 = -22479353.235865
  nChanged 0
		SP:Iteration 79F (851.490000 sec): 3 clusters
  Score: Raw -22483294.131536 + Penalty 3940.895671 = -22479353.235865
  nChanged 0
  Score: Raw -118017104.246953 + Penalty 51758.437392 = -117965345.809561

Splitting cluster 5 changes total score from -117862417.186556 to -117965345.809561

 So it's getting split into cluster 23.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 6 (5213 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (892.480000 sec): 2 clusters
  Score: Raw -542584.745896 + Penalty 1390.823003 = -541193.922893
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (892.700000 sec): 3 clusters
  Score: Raw -540077.841190 + Penalty 2781.646005 = -537296.195185
  nChanged 2209
		SP:Iteration 1F (892.920000 sec): 3 clusters
  Score: Raw -545257.110931 + Penalty 2781.646005 = -542475.464926
  nChanged 932
		SP:Iteration 2F (893.150000 sec): 3 clusters
  Score: Raw -551894.632824 + Penalty 2781.646005 = -549112.986818
  nChanged 827
		SP:Iteration 3F (893.340000 sec): 3 clusters
  Score: Raw -553822.197851 + Penalty 2781.646005 = -551040.551846
  nChanged 278
		SP:Iteration 4F (893.540000 sec): 3 clusters
  Score: Raw -554362.967291 + Penalty 2781.646005 = -551581.321286
  nChanged 138
		SP:Iteration 5Q (893.730000 sec): 3 clusters
  Score: Raw -554737.526146 + Penalty 2781.646005 = -551955.880141
  nChanged 71
		SP:Iteration 6Q (893.970000 sec): 3 clusters
  Score: Raw -554969.788862 + Penalty 2781.646005 = -552188.142857
  nChanged 55
		SP:Iteration 7Q (894.150000 sec): 3 clusters
  Score: Raw -555221.807745 + Penalty 2781.646005 = -552440.161740
  nChanged 43
		SP:Iteration 8Q (894.390000 sec): 3 clusters
  Score: Raw -555530.705829 + Penalty 2781.646005 = -552749.059824
  nChanged 30
		SP:Iteration 9Q (894.610000 sec): 3 clusters
  Score: Raw -555741.736714 + Penalty 2781.646005 = -552960.090709
  nChanged 20
		SP:Iteration 10Q (894.840000 sec): 3 clusters
  Score: Raw -555893.772048 + Penalty 2781.646005 = -553112.126043
  nChanged 10
		SP:Iteration 11Q (895.040000 sec): 3 clusters
  Score: Raw -555987.311828 + Penalty 2781.646005 = -553205.665823
  nChanged 7
		SP:Iteration 12Q (895.260000 sec): 3 clusters
  Score: Raw -556042.998017 + Penalty 2781.646005 = -553261.352012
  nChanged 4
		SP:Iteration 13Q (895.470000 sec): 3 clusters
  Score: Raw -556054.930260 + Penalty 2781.646005 = -553273.284255
  nChanged 5
		SP:Iteration 14Q (895.650000 sec): 3 clusters
  Score: Raw -556074.613611 + Penalty 2781.646005 = -553292.967606
  nChanged 5
		SP:Iteration 15Q (895.860000 sec): 3 clusters
  Score: Raw -556086.479947 + Penalty 2781.646005 = -553304.833942
  nChanged 4
		SP:Iteration 16Q (896.060000 sec): 3 clusters
  Score: Raw -556095.990879 + Penalty 2781.646005 = -553314.344874
  nChanged 2
		SP:Iteration 17Q (896.240000 sec): 3 clusters
  Score: Raw -556099.429515 + Penalty 2781.646005 = -553317.783510
  nChanged 1
		SP:Iteration 18Q (896.440000 sec): 3 clusters
  Score: Raw -556101.560444 + Penalty 2781.646005 = -553319.914439
  nChanged 1
		SP:Iteration 19Q (896.630000 sec): 3 clusters
  Score: Raw -556105.114270 + Penalty 2781.646005 = -553323.468264
  nChanged 1
		SP:Iteration 20F (896.810000 sec): 3 clusters
  Score: Raw -556110.564985 + Penalty 2781.646005 = -553328.918980
  nChanged 2
		SP:Iteration 21Q (897.060000 sec): 3 clusters
  Score: Raw -556131.197915 + Penalty 2781.646005 = -553349.551910
  nChanged 4
		SP:Iteration 22Q (897.290000 sec): 3 clusters
  Score: Raw -556149.841198 + Penalty 2781.646005 = -553368.195193
  nChanged 5
		SP:Iteration 23Q (897.460000 sec): 3 clusters
  Score: Raw -556190.939142 + Penalty 2781.646005 = -553409.293137
  nChanged 6
		SP:Iteration 24Q (897.690000 sec): 3 clusters
  Score: Raw -556309.963086 + Penalty 2781.646005 = -553528.317081
  nChanged 4
		SP:Iteration 25Q (897.860000 sec): 3 clusters
  Score: Raw -556626.726023 + Penalty 2781.646005 = -553845.080018
  nChanged 0
		SP:Iteration 26F (898.040000 sec): 3 clusters
  Score: Raw -556626.726023 + Penalty 2781.646005 = -553845.080018
  nChanged 0
  Score: Raw -118031146.227080 + Penalty 54008.804235 = -117977137.422845

Splitting cluster 6 changes total score from -117862417.186556 to -117977137.422845

 So it's getting split into cluster 24.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 7 (41486 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (940.830000 sec): 2 clusters
  Score: Raw -4507064.648901 + Penalty 1727.880586 = -4505336.768315
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (941.230000 sec): 3 clusters
  Score: Raw -4481419.426981 + Penalty 3455.761172 = -4477963.665809
  nChanged 19618
		SP:Iteration 1F (941.590000 sec): 3 clusters
  Score: Raw -4501477.716520 + Penalty 3455.761172 = -4498021.955347
  nChanged 5600
		SP:Iteration 2F (941.970000 sec): 3 clusters
  Score: Raw -4511586.411411 + Penalty 3455.761172 = -4508130.650238
  nChanged 5094
		SP:Iteration 3F (942.360000 sec): 3 clusters
  Score: Raw -4519193.121649 + Penalty 3455.761172 = -4515737.360477
  nChanged 3734
		SP:Iteration 4F (942.690000 sec): 3 clusters
  Score: Raw -4524755.577008 + Penalty 3455.761172 = -4521299.815836
  nChanged 2524
		SP:Iteration 5F (943.090000 sec): 3 clusters
  Score: Raw -4529396.342223 + Penalty 3455.761172 = -4525940.581051
  nChanged 1719
		SP:Iteration 6Q (943.470000 sec): 3 clusters
  Score: Raw -4533417.750394 + Penalty 3455.761172 = -4529961.989222
  nChanged 1120
		SP:Iteration 7Q (943.880000 sec): 3 clusters
  Score: Raw -4536229.204035 + Penalty 3455.761172 = -4532773.442863
  nChanged 736
		SP:Iteration 8Q (944.210000 sec): 3 clusters
  Score: Raw -4538715.990010 + Penalty 3455.761172 = -4535260.228838
  nChanged 589
		SP:Iteration 9Q (944.590000 sec): 3 clusters
  Score: Raw -4541910.071452 + Penalty 3455.761172 = -4538454.310280
  nChanged 335
		SP:Iteration 10Q (945.010000 sec): 3 clusters
  Score: Raw -4543866.897602 + Penalty 3455.761172 = -4540411.136430
  nChanged 130
		SP:Iteration 11Q (945.370000 sec): 3 clusters
  Score: Raw -4544162.682365 + Penalty 3455.761172 = -4540706.921192
  nChanged 53
		SP:Iteration 12Q (945.710000 sec): 3 clusters
  Score: Raw -4544373.527437 + Penalty 3455.761172 = -4540917.766264
  nChanged 33
		SP:Iteration 13Q (946.030000 sec): 3 clusters
  Score: Raw -4544611.289768 + Penalty 3455.761172 = -4541155.528596
  nChanged 28
		SP:Iteration 14Q (946.390000 sec): 3 clusters
  Score: Raw -4545011.780187 + Penalty 3455.761172 = -4541556.019014
  nChanged 27
		SP:Iteration 15Q (946.750000 sec): 3 clusters
  Score: Raw -4545516.102111 + Penalty 3455.761172 = -4542060.340939
  nChanged 31
		SP:Iteration 16Q (947.160000 sec): 3 clusters
  Score: Raw -4545957.691220 + Penalty 3455.761172 = -4542501.930048
  nChanged 30
		SP:Iteration 17Q (947.610000 sec): 3 clusters
  Score: Raw -4546119.459520 + Penalty 3455.761172 = -4542663.698347
  nChanged 17
		SP:Iteration 18Q (947.960000 sec): 3 clusters
  Score: Raw -4546140.806970 + Penalty 3455.761172 = -4542685.045797
  nChanged 6
		SP:Iteration 19Q (948.380000 sec): 3 clusters
  Score: Raw -4546141.568412 + Penalty 3455.761172 = -4542685.807239
  nChanged 3
		SP:Iteration 20F (948.730000 sec): 3 clusters
  Score: Raw -4546184.894766 + Penalty 3455.761172 = -4542729.133593
  nChanged 30
		SP:Iteration 21Q (949.090000 sec): 3 clusters
  Score: Raw -4546199.944548 + Penalty 3455.761172 = -4542744.183375
  nChanged 23
		SP:Iteration 22Q (949.430000 sec): 3 clusters
  Score: Raw -4546205.814217 + Penalty 3455.761172 = -4542750.053045
  nChanged 11
		SP:Iteration 23Q (949.790000 sec): 3 clusters
  Score: Raw -4546207.506211 + Penalty 3455.761172 = -4542751.745038
  nChanged 3
		SP:Iteration 24Q (950.140000 sec): 3 clusters
  Score: Raw -4546207.935440 + Penalty 3455.761172 = -4542752.174267
  nChanged 2
		SP:Iteration 25Q (950.500000 sec): 3 clusters
  Score: Raw -4546208.155405 + Penalty 3455.761172 = -4542752.394232
  nChanged 0
		SP:Iteration 26F (950.910000 sec): 3 clusters
  Score: Raw -4546208.155405 + Penalty 3455.761172 = -4542752.394232
  nChanged 0
  Score: Raw -118070289.733584 + Penalty 56259.171078 = -118014030.562506

Splitting cluster 7 changes total score from -117862417.186556 to -118014030.562506

 So it's getting split into cluster 25.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 9 (40593 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (993.110000 sec): 2 clusters
  Score: Raw -4322386.057310 + Penalty 1724.344524 = -4320661.712786
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (993.480000 sec): 3 clusters
  Score: Raw -4297247.316721 + Penalty 3448.689048 = -4293798.627673
  nChanged 19033
		SP:Iteration 1F (993.840000 sec): 3 clusters
  Score: Raw -4316265.111552 + Penalty 3448.689048 = -4312816.422504
  nChanged 5462
		SP:Iteration 2F (994.150000 sec): 3 clusters
  Score: Raw -4325374.283552 + Penalty 3448.689048 = -4321925.594504
  nChanged 4499
		SP:Iteration 3F (994.550000 sec): 3 clusters
  Score: Raw -4330686.525175 + Penalty 3448.689048 = -4327237.836127
  nChanged 2953
		SP:Iteration 4F (994.940000 sec): 3 clusters
  Score: Raw -4333523.856168 + Penalty 3448.689048 = -4330075.167120
  nChanged 1980
		SP:Iteration 5Q (995.360000 sec): 3 clusters
  Score: Raw -4335259.731345 + Penalty 3448.689048 = -4331811.042297
  nChanged 1540
		SP:Iteration 6Q (995.740000 sec): 3 clusters
  Score: Raw -4336424.604457 + Penalty 3448.689048 = -4332975.915409
  nChanged 1193
		SP:Iteration 7Q (996.120000 sec): 3 clusters
  Score: Raw -4337286.497466 + Penalty 3448.689048 = -4333837.808418
  nChanged 1080
		SP:Iteration 8Q (996.490000 sec): 3 clusters
  Score: Raw -4338249.637530 + Penalty 3448.689048 = -4334800.948482
  nChanged 1013
		SP:Iteration 9Q (996.890000 sec): 3 clusters
  Score: Raw -4339355.167915 + Penalty 3448.689048 = -4335906.478867
  nChanged 833
		SP:Iteration 10Q (997.310000 sec): 3 clusters
  Score: Raw -4340334.010171 + Penalty 3448.689048 = -4336885.321123
  nChanged 666
		SP:Iteration 11Q (997.720000 sec): 3 clusters
  Score: Raw -4340828.602751 + Penalty 3448.689048 = -4337379.913703
  nChanged 504
		SP:Iteration 12Q (998.100000 sec): 3 clusters
  Score: Raw -4341034.748368 + Penalty 3448.689048 = -4337586.059320
  nChanged 329
		SP:Iteration 13Q (998.460000 sec): 3 clusters
  Score: Raw -4341121.931956 + Penalty 3448.689048 = -4337673.242908
  nChanged 245
		SP:Iteration 14Q (998.870000 sec): 3 clusters
  Score: Raw -4341161.641032 + Penalty 3448.689048 = -4337712.951984
  nChanged 174
		SP:Iteration 15Q (999.270000 sec): 3 clusters
  Score: Raw -4341182.271309 + Penalty 3448.689048 = -4337733.582261
  nChanged 123
		SP:Iteration 16Q (999.590000 sec): 3 clusters
  Score: Raw -4341194.393409 + Penalty 3448.689048 = -4337745.704361
  nChanged 94
		SP:Iteration 17Q (999.940000 sec): 3 clusters
  Score: Raw -4341202.145829 + Penalty 3448.689048 = -4337753.456781
  nChanged 75
		SP:Iteration 18Q (1000.290000 sec): 3 clusters
  Score: Raw -4341208.037408 + Penalty 3448.689048 = -4337759.348360
  nChanged 59
		SP:Iteration 19Q (1000.650000 sec): 3 clusters
  Score: Raw -4341211.499728 + Penalty 3448.689048 = -4337762.810680
  nChanged 43
		SP:Iteration 20F (1000.980000 sec): 3 clusters
  Score: Raw -4341214.177292 + Penalty 3448.689048 = -4337765.488244
  nChanged 28
		SP:Iteration 21Q (1001.360000 sec): 3 clusters
  Score: Raw -4341215.548830 + Penalty 3448.689048 = -4337766.859782
  nChanged 22
		SP:Iteration 22Q (1001.720000 sec): 3 clusters
  Score: Raw -4341216.380563 + Penalty 3448.689048 = -4337767.691515
  nChanged 12
		SP:Iteration 23Q (1002.100000 sec): 3 clusters
  Score: Raw -4341216.784856 + Penalty 3448.689048 = -4337768.095808
  nChanged 12
		SP:Iteration 24Q (1002.490000 sec): 3 clusters
  Score: Raw -4341217.427688 + Penalty 3448.689048 = -4337768.738640
  nChanged 16
		SP:Iteration 25Q (1002.850000 sec): 3 clusters
  Score: Raw -4341218.051125 + Penalty 3448.689048 = -4337769.362077
  nChanged 11
		SP:Iteration 26Q (1003.210000 sec): 3 clusters
  Score: Raw -4341218.538418 + Penalty 3448.689048 = -4337769.849370
  nChanged 9
		SP:Iteration 27Q (1003.550000 sec): 3 clusters
  Score: Raw -4341219.181025 + Penalty 3448.689048 = -4337770.491977
  nChanged 16
		SP:Iteration 28Q (1003.990000 sec): 3 clusters
  Score: Raw -4341219.955613 + Penalty 3448.689048 = -4337771.266565
  nChanged 14
		SP:Iteration 29Q (1004.330000 sec): 3 clusters
  Score: Raw -4341220.566736 + Penalty 3448.689048 = -4337771.877688
  nChanged 10
		SP:Iteration 30Q (1004.720000 sec): 3 clusters
  Score: Raw -4341220.990808 + Penalty 3448.689048 = -4337772.301760
  nChanged 10
		SP:Iteration 31Q (1005.100000 sec): 3 clusters
  Score: Raw -4341221.407845 + Penalty 3448.689048 = -4337772.718797
  nChanged 9
		SP:Iteration 32Q (1005.460000 sec): 3 clusters
  Score: Raw -4341221.903848 + Penalty 3448.689048 = -4337773.214800
  nChanged 6
		SP:Iteration 33Q (1005.880000 sec): 3 clusters
  Score: Raw -4341222.162485 + Penalty 3448.689048 = -4337773.473437
  nChanged 5
		SP:Iteration 34Q (1006.250000 sec): 3 clusters
  Score: Raw -4341222.377301 + Penalty 3448.689048 = -4337773.688253
  nChanged 5
		SP:Iteration 35Q (1006.580000 sec): 3 clusters
  Score: Raw -4341222.562550 + Penalty 3448.689048 = -4337773.873502
  nChanged 4
		SP:Iteration 36Q (1006.980000 sec): 3 clusters
  Score: Raw -4341222.656256 + Penalty 3448.689048 = -4337773.967208
  nChanged 2
		SP:Iteration 37Q (1007.310000 sec): 3 clusters
  Score: Raw -4341222.707800 + Penalty 3448.689048 = -4337774.018752
  nChanged 1
		SP:Iteration 38Q (1007.650000 sec): 3 clusters
  Score: Raw -4341222.726053 + Penalty 3448.689048 = -4337774.037005
  nChanged 1
		SP:Iteration 39Q (1008.030000 sec): 3 clusters
  Score: Raw -4341222.746427 + Penalty 3448.689048 = -4337774.057379
  nChanged 0
		SP:Iteration 40F (1008.380000 sec): 3 clusters
  Score: Raw -4341222.746427 + Penalty 3448.689048 = -4337774.057379
  nChanged 0
  Score: Raw -118089126.422702 + Penalty 58509.537922 = -118030616.884780

Splitting cluster 9 changes total score from -117862417.186556 to -118030616.884780

 So it's getting split into cluster 26.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 10 (15181 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1051.540000 sec): 2 clusters
  Score: Raw -1801427.824608 + Penalty 1564.517488 = -1799863.307120
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1051.820000 sec): 3 clusters
  Score: Raw -1792711.367796 + Penalty 3129.034976 = -1789582.332820
  nChanged 6756
		SP:Iteration 1F (1052.060000 sec): 3 clusters
  Score: Raw -1797922.998560 + Penalty 3129.034976 = -1794793.963584
  nChanged 2019
		SP:Iteration 2F (1052.300000 sec): 3 clusters
  Score: Raw -1801250.552084 + Penalty 3129.034976 = -1798121.517109
  nChanged 1923
		SP:Iteration 3F (1052.580000 sec): 3 clusters
  Score: Raw -1803797.094174 + Penalty 3129.034976 = -1800668.059199
  nChanged 1245
		SP:Iteration 4F (1052.890000 sec): 3 clusters
  Score: Raw -1804830.996464 + Penalty 3129.034976 = -1801701.961488
  nChanged 668
		SP:Iteration 5Q (1053.110000 sec): 3 clusters
  Score: Raw -1805248.060369 + Penalty 3129.034976 = -1802119.025394
  nChanged 413
		SP:Iteration 6Q (1053.390000 sec): 3 clusters
  Score: Raw -1805484.770461 + Penalty 3129.034976 = -1802355.735485
  nChanged 317
		SP:Iteration 7Q (1053.640000 sec): 3 clusters
  Score: Raw -1805661.572071 + Penalty 3129.034976 = -1802532.537095
  nChanged 288
		SP:Iteration 8Q (1053.890000 sec): 3 clusters
  Score: Raw -1805831.625773 + Penalty 3129.034976 = -1802702.590798
  nChanged 262
		SP:Iteration 9Q (1054.160000 sec): 3 clusters
  Score: Raw -1805985.536906 + Penalty 3129.034976 = -1802856.501930
  nChanged 244
		SP:Iteration 10Q (1054.370000 sec): 3 clusters
  Score: Raw -1806138.995898 + Penalty 3129.034976 = -1803009.960922
  nChanged 236
		SP:Iteration 11Q (1054.650000 sec): 3 clusters
  Score: Raw -1806303.535772 + Penalty 3129.034976 = -1803174.500796
  nChanged 212
		SP:Iteration 12Q (1054.900000 sec): 3 clusters
  Score: Raw -1806437.036693 + Penalty 3129.034976 = -1803308.001718
  nChanged 187
		SP:Iteration 13Q (1055.110000 sec): 3 clusters
  Score: Raw -1806545.244914 + Penalty 3129.034976 = -1803416.209938
  nChanged 167
		SP:Iteration 14Q (1055.380000 sec): 3 clusters
  Score: Raw -1806619.490388 + Penalty 3129.034976 = -1803490.455412
  nChanged 131
		SP:Iteration 15Q (1055.590000 sec): 3 clusters
  Score: Raw -1806656.313051 + Penalty 3129.034976 = -1803527.278075
  nChanged 90
		SP:Iteration 16Q (1055.850000 sec): 3 clusters
  Score: Raw -1806673.743744 + Penalty 3129.034976 = -1803544.708768
  nChanged 72
		SP:Iteration 17Q (1056.070000 sec): 3 clusters
  Score: Raw -1806685.955487 + Penalty 3129.034976 = -1803556.920511
  nChanged 53
		SP:Iteration 18Q (1056.320000 sec): 3 clusters
  Score: Raw -1806692.550458 + Penalty 3129.034976 = -1803563.515482
  nChanged 27
		SP:Iteration 19Q (1056.560000 sec): 3 clusters
  Score: Raw -1806694.889212 + Penalty 3129.034976 = -1803565.854237
  nChanged 19
		SP:Iteration 20F (1056.820000 sec): 3 clusters
  Score: Raw -1806696.501154 + Penalty 3129.034976 = -1803567.466178
  nChanged 14
		SP:Iteration 21Q (1057.070000 sec): 3 clusters
  Score: Raw -1806697.769524 + Penalty 3129.034976 = -1803568.734548
  nChanged 14
		SP:Iteration 22Q (1057.260000 sec): 3 clusters
  Score: Raw -1806698.979863 + Penalty 3129.034976 = -1803569.944887
  nChanged 10
		SP:Iteration 23Q (1057.540000 sec): 3 clusters
  Score: Raw -1806699.649864 + Penalty 3129.034976 = -1803570.614889
  nChanged 7
		SP:Iteration 24Q (1057.780000 sec): 3 clusters
  Score: Raw -1806700.081747 + Penalty 3129.034976 = -1803571.046771
  nChanged 6
		SP:Iteration 25Q (1057.990000 sec): 3 clusters
  Score: Raw -1806700.516052 + Penalty 3129.034976 = -1803571.481076
  nChanged 4
		SP:Iteration 26Q (1058.230000 sec): 3 clusters
  Score: Raw -1806700.702670 + Penalty 3129.034976 = -1803571.667695
  nChanged 0
		SP:Iteration 27F (1058.520000 sec): 3 clusters
  Score: Raw -1806700.702670 + Penalty 3129.034976 = -1803571.667695
  nChanged 0
  Score: Raw -118094399.300764 + Penalty 60759.904765 = -118033639.396000

Splitting cluster 10 changes total score from -117862417.186556 to -118033639.396000

 So it's getting split into cluster 27.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 11 (36420 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1106.650000 sec): 2 clusters
  Score: Raw -4292491.753960 + Penalty 1706.716920 = -4290785.037041
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1107.040000 sec): 3 clusters
  Score: Raw -4269712.365755 + Penalty 3413.433840 = -4266298.931915
  nChanged 17061
		SP:Iteration 1F (1107.370000 sec): 3 clusters
  Score: Raw -4280749.116753 + Penalty 3413.433840 = -4277335.682914
  nChanged 3059
		SP:Iteration 2F (1107.730000 sec): 3 clusters
  Score: Raw -4284071.405303 + Penalty 3413.433840 = -4280657.971463
  nChanged 4009
		SP:Iteration 3F (1108.060000 sec): 3 clusters
  Score: Raw -4290292.331722 + Penalty 3413.433840 = -4286878.897882
  nChanged 4452
		SP:Iteration 4F (1108.380000 sec): 3 clusters
  Score: Raw -4298312.030553 + Penalty 3413.433840 = -4294898.596713
  nChanged 3819
		SP:Iteration 5F (1108.770000 sec): 3 clusters
  Score: Raw -4306137.144329 + Penalty 3413.433840 = -4302723.710490
  nChanged 3082
		SP:Iteration 6F (1109.110000 sec): 3 clusters
  Score: Raw -4314225.241587 + Penalty 3413.433840 = -4310811.807747
  nChanged 2371
		SP:Iteration 7F (1109.460000 sec): 3 clusters
  Score: Raw -4320649.628842 + Penalty 3413.433840 = -4317236.195003
  nChanged 2207
		SP:Iteration 8F (1109.780000 sec): 3 clusters
  Score: Raw -4327960.652431 + Penalty 3413.433840 = -4324547.218591
  nChanged 2247
		SP:Iteration 9F (1110.080000 sec): 3 clusters
  Score: Raw -4343542.468607 + Penalty 3413.433840 = -4340129.034767
  nChanged 853
		SP:Iteration 10Q (1110.400000 sec): 3 clusters
  Score: Raw -4356452.919975 + Penalty 3413.433840 = -4353039.486135
  nChanged 46
		SP:Iteration 11Q (1110.730000 sec): 3 clusters
  Score: Raw -4356478.428849 + Penalty 3413.433840 = -4353064.995009
  nChanged 13
		SP:Iteration 12Q (1111.040000 sec): 3 clusters
  Score: Raw -4356492.111678 + Penalty 3413.433840 = -4353078.677838
  nChanged 0
		SP:Iteration 13F (1111.380000 sec): 3 clusters
  Score: Raw -4356492.111678 + Penalty 3413.433840 = -4353078.677838
  nChanged 0
  Score: Raw -118158399.658483 + Penalty 63010.271608 = -118095389.386875

Splitting cluster 11 changes total score from -117862417.186556 to -118095389.386875

 So it's getting split into cluster 28.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 12 (40338 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1158.020000 sec): 2 clusters
  Score: Raw -4293153.947154 + Penalty 1723.320500 = -4291430.626654
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1158.390000 sec): 3 clusters
  Score: Raw -4268437.518038 + Penalty 3446.641000 = -4264990.877037
  nChanged 18946
		SP:Iteration 1F (1158.790000 sec): 3 clusters
  Score: Raw -4286632.635512 + Penalty 3446.641000 = -4283185.994512
  nChanged 4960
		SP:Iteration 2F (1159.140000 sec): 3 clusters
  Score: Raw -4292836.375105 + Penalty 3446.641000 = -4289389.734104
  nChanged 4309
		SP:Iteration 3F (1159.520000 sec): 3 clusters
  Score: Raw -4297355.181743 + Penalty 3446.641000 = -4293908.540743
  nChanged 3118
		SP:Iteration 4F (1159.840000 sec): 3 clusters
  Score: Raw -4300189.693915 + Penalty 3446.641000 = -4296743.052915
  nChanged 2327
		SP:Iteration 5F (1160.180000 sec): 3 clusters
  Score: Raw -4302973.999484 + Penalty 3446.641000 = -4299527.358483
  nChanged 1950
		SP:Iteration 6Q (1160.580000 sec): 3 clusters
  Score: Raw -4305061.971230 + Penalty 3446.641000 = -4301615.330230
  nChanged 1602
		SP:Iteration 7Q (1160.960000 sec): 3 clusters
  Score: Raw -4306274.874894 + Penalty 3446.641000 = -4302828.233894
  nChanged 1257
		SP:Iteration 8Q (1161.300000 sec): 3 clusters
  Score: Raw -4307038.612801 + Penalty 3446.641000 = -4303591.971801
  nChanged 1000
		SP:Iteration 9Q (1161.690000 sec): 3 clusters
  Score: Raw -4307516.407648 + Penalty 3446.641000 = -4304069.766647
  nChanged 809
		SP:Iteration 10Q (1162.010000 sec): 3 clusters
  Score: Raw -4307855.758509 + Penalty 3446.641000 = -4304409.117509
  nChanged 694
		SP:Iteration 11Q (1162.400000 sec): 3 clusters
  Score: Raw -4308121.759634 + Penalty 3446.641000 = -4304675.118634
  nChanged 622
		SP:Iteration 12Q (1162.740000 sec): 3 clusters
  Score: Raw -4308382.328759 + Penalty 3446.641000 = -4304935.687758
  nChanged 615
		SP:Iteration 13Q (1163.140000 sec): 3 clusters
  Score: Raw -4308645.483536 + Penalty 3446.641000 = -4305198.842536
  nChanged 579
		SP:Iteration 14Q (1163.460000 sec): 3 clusters
  Score: Raw -4308963.878831 + Penalty 3446.641000 = -4305517.237831
  nChanged 639
		SP:Iteration 15Q (1163.840000 sec): 3 clusters
  Score: Raw -4309361.787533 + Penalty 3446.641000 = -4305915.146532
  nChanged 604
		SP:Iteration 16Q (1164.160000 sec): 3 clusters
  Score: Raw -4309732.603565 + Penalty 3446.641000 = -4306285.962565
  nChanged 545
		SP:Iteration 17Q (1164.450000 sec): 3 clusters
  Score: Raw -4310004.408004 + Penalty 3446.641000 = -4306557.767004
  nChanged 436
		SP:Iteration 18Q (1164.790000 sec): 3 clusters
  Score: Raw -4310218.474742 + Penalty 3446.641000 = -4306771.833741
  nChanged 400
		SP:Iteration 19Q (1165.140000 sec): 3 clusters
  Score: Raw -4310360.335010 + Penalty 3446.641000 = -4306913.694010
  nChanged 318
		SP:Iteration 20F (1165.490000 sec): 3 clusters
  Score: Raw -4310520.947730 + Penalty 3446.641000 = -4307074.306730
  nChanged 290
		SP:Iteration 21Q (1165.840000 sec): 3 clusters
  Score: Raw -4310668.934136 + Penalty 3446.641000 = -4307222.293135
  nChanged 315
		SP:Iteration 22Q (1166.200000 sec): 3 clusters
  Score: Raw -4310791.630031 + Penalty 3446.641000 = -4307344.989031
  nChanged 313
		SP:Iteration 23Q (1166.660000 sec): 3 clusters
  Score: Raw -4310927.877353 + Penalty 3446.641000 = -4307481.236352
  nChanged 334
		SP:Iteration 24Q (1167.000000 sec): 3 clusters
  Score: Raw -4311099.081461 + Penalty 3446.641000 = -4307652.440461
  nChanged 366
		SP:Iteration 25Q (1167.330000 sec): 3 clusters
  Score: Raw -4311286.255455 + Penalty 3446.641000 = -4307839.614455
  nChanged 330
		SP:Iteration 26Q (1167.730000 sec): 3 clusters
  Score: Raw -4311389.889153 + Penalty 3446.641000 = -4307943.248152
  nChanged 286
		SP:Iteration 27Q (1168.080000 sec): 3 clusters
  Score: Raw -4311452.345787 + Penalty 3446.641000 = -4308005.704787
  nChanged 244
		SP:Iteration 28Q (1168.470000 sec): 3 clusters
  Score: Raw -4311498.068753 + Penalty 3446.641000 = -4308051.427753
  nChanged 191
		SP:Iteration 29Q (1168.840000 sec): 3 clusters
  Score: Raw -4311531.041468 + Penalty 3446.641000 = -4308084.400468
  nChanged 183
		SP:Iteration 30Q (1169.170000 sec): 3 clusters
  Score: Raw -4311565.850319 + Penalty 3446.641000 = -4308119.209319
  nChanged 173
		SP:Iteration 31Q (1169.610000 sec): 3 clusters
  Score: Raw -4311603.879228 + Penalty 3446.641000 = -4308157.238227
  nChanged 223
		SP:Iteration 32Q (1170.010000 sec): 3 clusters
  Score: Raw -4311654.189594 + Penalty 3446.641000 = -4308207.548594
  nChanged 253
		SP:Iteration 33Q (1170.380000 sec): 3 clusters
  Score: Raw -4311728.990185 + Penalty 3446.641000 = -4308282.349185
  nChanged 304
		SP:Iteration 34Q (1170.760000 sec): 3 clusters
  Score: Raw -4311870.977262 + Penalty 3446.641000 = -4308424.336262
  nChanged 407
		SP:Iteration 35Q (1171.170000 sec): 3 clusters
  Score: Raw -4312148.625301 + Penalty 3446.641000 = -4308701.984300
  nChanged 584
		SP:Iteration 36Q (1171.550000 sec): 3 clusters
  Score: Raw -4312808.639568 + Penalty 3446.641000 = -4309361.998568
  nChanged 807
		SP:Iteration 37Q (1171.890000 sec): 3 clusters
  Score: Raw -4313880.574179 + Penalty 3446.641000 = -4310433.933179
  nChanged 764
		SP:Iteration 38Q (1172.290000 sec): 3 clusters
  Score: Raw -4314621.903256 + Penalty 3446.641000 = -4311175.262256
  nChanged 582
		SP:Iteration 39Q (1172.720000 sec): 3 clusters
  Score: Raw -4314987.962535 + Penalty 3446.641000 = -4311541.321535
  nChanged 395
		SP:Iteration 40F (1173.090000 sec): 3 clusters
  Score: Raw -4315208.840530 + Penalty 3446.641000 = -4311762.199530
  nChanged 312
		SP:Iteration 41Q (1173.450000 sec): 3 clusters
  Score: Raw -4315315.894712 + Penalty 3446.641000 = -4311869.253711
  nChanged 230
		SP:Iteration 42Q (1173.850000 sec): 3 clusters
  Score: Raw -4315368.040319 + Penalty 3446.641000 = -4311921.399319
  nChanged 137
		SP:Iteration 43Q (1174.190000 sec): 3 clusters
  Score: Raw -4315393.383905 + Penalty 3446.641000 = -4311946.742905
  nChanged 117
		SP:Iteration 44Q (1174.530000 sec): 3 clusters
  Score: Raw -4315411.830767 + Penalty 3446.641000 = -4311965.189767
  nChanged 77
		SP:Iteration 45Q (1174.910000 sec): 3 clusters
  Score: Raw -4315423.302118 + Penalty 3446.641000 = -4311976.661117
  nChanged 81
		SP:Iteration 46Q (1175.270000 sec): 3 clusters
  Score: Raw -4315429.375825 + Penalty 3446.641000 = -4311982.734825
  nChanged 53
		SP:Iteration 47Q (1175.660000 sec): 3 clusters
  Score: Raw -4315434.473876 + Penalty 3446.641000 = -4311987.832875
  nChanged 44
		SP:Iteration 48Q (1176.010000 sec): 3 clusters
  Score: Raw -4315437.921127 + Penalty 3446.641000 = -4311991.280126
  nChanged 48
		SP:Iteration 49Q (1176.390000 sec): 3 clusters
  Score: Raw -4315441.924220 + Penalty 3446.641000 = -4311995.283220
  nChanged 25
		SP:Iteration 50Q (1176.770000 sec): 3 clusters
  Score: Raw -4315443.859766 + Penalty 3446.641000 = -4311997.218765
  nChanged 25
		SP:Iteration 51Q (1177.100000 sec): 3 clusters
  Score: Raw -4315444.764906 + Penalty 3446.641000 = -4311998.123905
  nChanged 13
		SP:Iteration 52Q (1177.530000 sec): 3 clusters
  Score: Raw -4315445.143288 + Penalty 3446.641000 = -4311998.502288
  nChanged 6
		SP:Iteration 53Q (1177.860000 sec): 3 clusters
  Score: Raw -4315445.383921 + Penalty 3446.641000 = -4311998.742921
  nChanged 4
		SP:Iteration 54Q (1178.240000 sec): 3 clusters
  Score: Raw -4315445.562548 + Penalty 3446.641000 = -4311998.921547
  nChanged 5
		SP:Iteration 55Q (1178.580000 sec): 3 clusters
  Score: Raw -4315445.723947 + Penalty 3446.641000 = -4311999.082947
  nChanged 3
		SP:Iteration 56Q (1178.910000 sec): 3 clusters
  Score: Raw -4315445.869791 + Penalty 3446.641000 = -4311999.228791
  nChanged 4
		SP:Iteration 57Q (1179.310000 sec): 3 clusters
  Score: Raw -4315446.460491 + Penalty 3446.641000 = -4311999.819490
  nChanged 6
		SP:Iteration 58Q (1179.680000 sec): 3 clusters
  Score: Raw -4315446.827884 + Penalty 3446.641000 = -4312000.186884
  nChanged 2
		SP:Iteration 59Q (1180.000000 sec): 3 clusters
  Score: Raw -4315446.853835 + Penalty 3446.641000 = -4312000.212835
  nChanged 0
		SP:Iteration 60F (1180.420000 sec): 3 clusters
  Score: Raw -4315446.853835 + Penalty 3446.641000 = -4312000.212835
  nChanged 0
  Score: Raw -118180692.565165 + Penalty 65260.638451 = -118115431.926714

Splitting cluster 12 changes total score from -117862417.186556 to -118115431.926714

 So it's getting split into cluster 29.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 13 (2837 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1232.110000 sec): 2 clusters
  Score: Raw -301813.631096 + Penalty 1291.956646 = -300521.674451
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1232.310000 sec): 3 clusters
  Score: Raw -300682.649907 + Penalty 2583.913291 = -298098.736616
  nChanged 1122
		SP:Iteration 1F (1232.530000 sec): 3 clusters
  Score: Raw -302426.903635 + Penalty 2583.913291 = -299842.990343
  nChanged 500
		SP:Iteration 2F (1232.710000 sec): 3 clusters
  Score: Raw -303765.268847 + Penalty 2583.913291 = -301181.355555
  nChanged 290
		SP:Iteration 3F (1232.910000 sec): 3 clusters
  Score: Raw -304381.638569 + Penalty 2583.913291 = -301797.725278
  nChanged 142
		SP:Iteration 4F (1233.120000 sec): 3 clusters
  Score: Raw -304648.898566 + Penalty 2583.913291 = -302064.985274
  nChanged 72
		SP:Iteration 5Q (1233.300000 sec): 3 clusters
  Score: Raw -304845.507289 + Penalty 2583.913291 = -302261.593998
  nChanged 54
		SP:Iteration 6Q (1233.530000 sec): 3 clusters
  Score: Raw -305070.735086 + Penalty 2583.913291 = -302486.821795
  nChanged 45
		SP:Iteration 7Q (1233.730000 sec): 3 clusters
  Score: Raw -305112.014160 + Penalty 2583.913291 = -302528.100869
  nChanged 24
		SP:Iteration 8Q (1233.960000 sec): 3 clusters
  Score: Raw -305130.576071 + Penalty 2583.913291 = -302546.662779
  nChanged 15
		SP:Iteration 9Q (1234.160000 sec): 3 clusters
  Score: Raw -305136.799427 + Penalty 2583.913291 = -302552.886135
  nChanged 11
		SP:Iteration 10Q (1234.380000 sec): 3 clusters
  Score: Raw -305140.983200 + Penalty 2583.913291 = -302557.069908
  nChanged 8
		SP:Iteration 11Q (1234.650000 sec): 3 clusters
  Score: Raw -305144.018875 + Penalty 2583.913291 = -302560.105583
  nChanged 5
		SP:Iteration 12Q (1234.880000 sec): 3 clusters
  Score: Raw -305145.627860 + Penalty 2583.913291 = -302561.714569
  nChanged 8
		SP:Iteration 13Q (1235.070000 sec): 3 clusters
  Score: Raw -305148.540450 + Penalty 2583.913291 = -302564.627158
  nChanged 5
		SP:Iteration 14Q (1235.230000 sec): 3 clusters
  Score: Raw -305151.170274 + Penalty 2583.913291 = -302567.256983
  nChanged 8
		SP:Iteration 15Q (1235.410000 sec): 3 clusters
  Score: Raw -305155.204503 + Penalty 2583.913291 = -302571.291212
  nChanged 7
		SP:Iteration 16Q (1235.590000 sec): 3 clusters
  Score: Raw -305157.956083 + Penalty 2583.913291 = -302574.042792
  nChanged 6
		SP:Iteration 17Q (1235.760000 sec): 3 clusters
  Score: Raw -305160.837400 + Penalty 2583.913291 = -302576.924109
  nChanged 7
		SP:Iteration 18Q (1235.960000 sec): 3 clusters
  Score: Raw -305162.825978 + Penalty 2583.913291 = -302578.912686
  nChanged 5
		SP:Iteration 19Q (1236.210000 sec): 3 clusters
  Score: Raw -305164.406012 + Penalty 2583.913291 = -302580.492720
  nChanged 1
		SP:Iteration 20F (1236.410000 sec): 3 clusters
  Score: Raw -305164.749905 + Penalty 2583.913291 = -302580.836614
  nChanged 1
		SP:Iteration 21Q (1236.610000 sec): 3 clusters
  Score: Raw -305164.913712 + Penalty 2583.913291 = -302581.000420
  nChanged 1
		SP:Iteration 22Q (1236.810000 sec): 3 clusters
  Score: Raw -305165.034782 + Penalty 2583.913291 = -302581.121491
  nChanged 0
		SP:Iteration 23F (1237.040000 sec): 3 clusters
  Score: Raw -305165.034782 + Penalty 2583.913291 = -302581.121491
  nChanged 0
  Score: Raw -118184043.968850 + Penalty 67511.005294 = -118116532.963556

Splitting cluster 13 changes total score from -117862417.186556 to -118116532.963556

 So it's getting split into cluster 30.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 14 (6243 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1291.160000 sec): 2 clusters
  Score: Raw -620027.419456 + Penalty 1420.122619 = -618607.296838
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1291.410000 sec): 3 clusters
  Score: Raw -617060.009662 + Penalty 2840.245237 = -614219.764425
  nChanged 2660
		SP:Iteration 1F (1291.660000 sec): 3 clusters
  Score: Raw -623342.450798 + Penalty 2840.245237 = -620502.205561
  nChanged 1212
		SP:Iteration 2F (1291.950000 sec): 3 clusters
  Score: Raw -629444.333442 + Penalty 2840.245237 = -626604.088204
  nChanged 491
		SP:Iteration 3F (1292.190000 sec): 3 clusters
  Score: Raw -631794.850448 + Penalty 2840.245237 = -628954.605211
  nChanged 218
		SP:Iteration 4Q (1292.480000 sec): 3 clusters
  Score: Raw -632046.468554 + Penalty 2840.245237 = -629206.223316
  nChanged 103
		SP:Iteration 5Q (1292.730000 sec): 3 clusters
  Score: Raw -632131.616570 + Penalty 2840.245237 = -629291.371332
  nChanged 48
		SP:Iteration 6Q (1292.960000 sec): 3 clusters
  Score: Raw -632174.845661 + Penalty 2840.245237 = -629334.600424
  nChanged 31
		SP:Iteration 7Q (1293.160000 sec): 3 clusters
  Score: Raw -632191.070169 + Penalty 2840.245237 = -629350.824932
  nChanged 22
		SP:Iteration 8Q (1293.360000 sec): 3 clusters
  Score: Raw -632198.899265 + Penalty 2840.245237 = -629358.654028
  nChanged 20
		SP:Iteration 9Q (1293.560000 sec): 3 clusters
  Score: Raw -632206.408291 + Penalty 2840.245237 = -629366.163054
  nChanged 13
		SP:Iteration 10Q (1293.820000 sec): 3 clusters
  Score: Raw -632209.741111 + Penalty 2840.245237 = -629369.495873
  nChanged 7
		SP:Iteration 11Q (1294.040000 sec): 3 clusters
  Score: Raw -632210.929816 + Penalty 2840.245237 = -629370.684579
  nChanged 2
		SP:Iteration 12Q (1294.240000 sec): 3 clusters
  Score: Raw -632212.339043 + Penalty 2840.245237 = -629372.093806
  nChanged 0
		SP:Iteration 13F (1294.460000 sec): 3 clusters
  Score: Raw -632212.339043 + Penalty 2840.245237 = -629372.093806
  nChanged 0
  Score: Raw -118196228.888438 + Penalty 69761.372137 = -118126467.516300

Splitting cluster 14 changes total score from -117862417.186556 to -118126467.516300

 So it's getting split into cluster 31.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 15 (137605 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1352.690000 sec): 2 clusters
  Score: Raw -16757455.157952 + Penalty 1922.723163 = -16755532.434789
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1353.620000 sec): 3 clusters
  Score: Raw -16667247.508607 + Penalty 3845.446326 = -16663402.062281
  nChanged 66364
		SP:Iteration 1F (1354.530000 sec): 3 clusters
  Score: Raw -16710575.950842 + Penalty 3845.446326 = -16706730.504516
  nChanged 10781
		SP:Iteration 2F (1355.340000 sec): 3 clusters
  Score: Raw -16721085.045858 + Penalty 3845.446326 = -16717239.599532
  nChanged 15053
		SP:Iteration 3F (1356.200000 sec): 3 clusters
  Score: Raw -16739746.130068 + Penalty 3845.446326 = -16735900.683742
  nChanged 15545
		SP:Iteration 4F (1357.000000 sec): 3 clusters
  Score: Raw -16757380.273714 + Penalty 3845.446326 = -16753534.827388
  nChanged 11352
		SP:Iteration 5F (1357.750000 sec): 3 clusters
  Score: Raw -16766240.818744 + Penalty 3845.446326 = -16762395.372418
  nChanged 6691
		SP:Iteration 6Q (1358.550000 sec): 3 clusters
  Score: Raw -16769278.324287 + Penalty 3845.446326 = -16765432.877961
  nChanged 3722
		SP:Iteration 7Q (1359.380000 sec): 3 clusters
  Score: Raw -16770446.678700 + Penalty 3845.446326 = -16766601.232374
  nChanged 2498
		SP:Iteration 8Q (1360.260000 sec): 3 clusters
  Score: Raw -16771134.035920 + Penalty 3845.446326 = -16767288.589594
  nChanged 2052
		SP:Iteration 9Q (1361.070000 sec): 3 clusters
  Score: Raw -16771733.858911 + Penalty 3845.446326 = -16767888.412585
  nChanged 2021
		SP:Iteration 10Q (1361.890000 sec): 3 clusters
  Score: Raw -16772308.270386 + Penalty 3845.446326 = -16768462.824060
  nChanged 2045
		SP:Iteration 11Q (1362.740000 sec): 3 clusters
  Score: Raw -16772798.435366 + Penalty 3845.446326 = -16768952.989040
  nChanged 2038
		SP:Iteration 12Q (1363.600000 sec): 3 clusters
  Score: Raw -16773218.701032 + Penalty 3845.446326 = -16769373.254706
  nChanged 1981
		SP:Iteration 13Q (1364.470000 sec): 3 clusters
  Score: Raw -16773595.300382 + Penalty 3845.446326 = -16769749.854056
  nChanged 1893
		SP:Iteration 14Q (1365.300000 sec): 3 clusters
  Score: Raw -16773926.762361 + Penalty 3845.446326 = -16770081.316035
  nChanged 1813
		SP:Iteration 15Q (1366.160000 sec): 3 clusters
  Score: Raw -16774221.391903 + Penalty 3845.446326 = -16770375.945577
  nChanged 1699
		SP:Iteration 16Q (1367.030000 sec): 3 clusters
  Score: Raw -16774475.638289 + Penalty 3845.446326 = -16770630.191963
  nChanged 1558
		SP:Iteration 17Q (1367.820000 sec): 3 clusters
  Score: Raw -16774696.548735 + Penalty 3845.446326 = -16770851.102409
  nChanged 1484
		SP:Iteration 18Q (1368.880000 sec): 3 clusters
  Score: Raw -16774894.653803 + Penalty 3845.446326 = -16771049.207477
  nChanged 1432
		SP:Iteration 19Q (1369.700000 sec): 3 clusters
  Score: Raw -16775081.179361 + Penalty 3845.446326 = -16771235.733036
  nChanged 1394
		SP:Iteration 20F (1370.520000 sec): 3 clusters
  Score: Raw -16775251.173073 + Penalty 3845.446326 = -16771405.726747
  nChanged 1274
		SP:Iteration 21Q (1371.370000 sec): 3 clusters
  Score: Raw -16775396.160415 + Penalty 3845.446326 = -16771550.714089
  nChanged 1198
		SP:Iteration 22Q (1372.190000 sec): 3 clusters
  Score: Raw -16775527.875845 + Penalty 3845.446326 = -16771682.429519
  nChanged 1124
		SP:Iteration 23Q (1372.950000 sec): 3 clusters
  Score: Raw -16775644.081418 + Penalty 3845.446326 = -16771798.635093
  nChanged 1034
		SP:Iteration 24Q (1373.690000 sec): 3 clusters
  Score: Raw -16775739.747498 + Penalty 3845.446326 = -16771894.301172
  nChanged 904
		SP:Iteration 25Q (1374.630000 sec): 3 clusters
  Score: Raw -16775816.574005 + Penalty 3845.446326 = -16771971.127679
  nChanged 830
		SP:Iteration 26Q (1375.490000 sec): 3 clusters
  Score: Raw -16775882.093187 + Penalty 3845.446326 = -16772036.646862
  nChanged 772
		SP:Iteration 27Q (1376.340000 sec): 3 clusters
  Score: Raw -16775938.195972 + Penalty 3845.446326 = -16772092.749646
  nChanged 691
		SP:Iteration 28Q (1377.150000 sec): 3 clusters
  Score: Raw -16775985.679258 + Penalty 3845.446326 = -16772140.232932
  nChanged 625
		SP:Iteration 29Q (1377.950000 sec): 3 clusters
  Score: Raw -16776025.777064 + Penalty 3845.446326 = -16772180.330739
  nChanged 581
		SP:Iteration 30Q (1378.740000 sec): 3 clusters
  Score: Raw -16776060.433774 + Penalty 3845.446326 = -16772214.987448
  nChanged 537
		SP:Iteration 31Q (1379.510000 sec): 3 clusters
  Score: Raw -16776090.056398 + Penalty 3845.446326 = -16772244.610072
  nChanged 505
		SP:Iteration 32Q (1380.290000 sec): 3 clusters
  Score: Raw -16776117.063287 + Penalty 3845.446326 = -16772271.616961
  nChanged 435
		SP:Iteration 33Q (1381.120000 sec): 3 clusters
  Score: Raw -16776137.875820 + Penalty 3845.446326 = -16772292.429495
  nChanged 399
		SP:Iteration 34Q (1381.850000 sec): 3 clusters
  Score: Raw -16776155.908767 + Penalty 3845.446326 = -16772310.462441
  nChanged 377
		SP:Iteration 35Q (1382.590000 sec): 3 clusters
  Score: Raw -16776172.964706 + Penalty 3845.446326 = -16772327.518380
  nChanged 370
		SP:Iteration 36Q (1383.330000 sec): 3 clusters
  Score: Raw -16776188.855480 + Penalty 3845.446326 = -16772343.409154
  nChanged 368
		SP:Iteration 37Q (1384.080000 sec): 3 clusters
  Score: Raw -16776204.226259 + Penalty 3845.446326 = -16772358.779933
  nChanged 337
		SP:Iteration 38Q (1384.820000 sec): 3 clusters
  Score: Raw -16776217.184636 + Penalty 3845.446326 = -16772371.738310
  nChanged 312
		SP:Iteration 39Q (1385.610000 sec): 3 clusters
  Score: Raw -16776229.235852 + Penalty 3845.446326 = -16772383.789526
  nChanged 310
		SP:Iteration 40F (1386.570000 sec): 3 clusters
  Score: Raw -16776240.649429 + Penalty 3845.446326 = -16772395.203103
  nChanged 276
		SP:Iteration 41Q (1387.340000 sec): 3 clusters
  Score: Raw -16776249.850300 + Penalty 3845.446326 = -16772404.403974
  nChanged 264
		SP:Iteration 42Q (1388.150000 sec): 3 clusters
  Score: Raw -16776258.406534 + Penalty 3845.446326 = -16772412.960208
  nChanged 232
		SP:Iteration 43Q (1388.870000 sec): 3 clusters
  Score: Raw -16776265.452011 + Penalty 3845.446326 = -16772420.005685
  nChanged 223
		SP:Iteration 44Q (1389.630000 sec): 3 clusters
  Score: Raw -16776272.185860 + Penalty 3845.446326 = -16772426.739534
  nChanged 218
		SP:Iteration 45Q (1390.360000 sec): 3 clusters
  Score: Raw -16776279.057450 + Penalty 3845.446326 = -16772433.611124
  nChanged 217
		SP:Iteration 46Q (1391.160000 sec): 3 clusters
  Score: Raw -16776286.121214 + Penalty 3845.446326 = -16772440.674888
  nChanged 223
		SP:Iteration 47Q (1391.930000 sec): 3 clusters
  Score: Raw -16776293.003022 + Penalty 3845.446326 = -16772447.556696
  nChanged 218
		SP:Iteration 48Q (1392.720000 sec): 3 clusters
  Score: Raw -16776299.241404 + Penalty 3845.446326 = -16772453.795078
  nChanged 183
		SP:Iteration 49Q (1393.470000 sec): 3 clusters
  Score: Raw -16776304.107796 + Penalty 3845.446326 = -16772458.661470
  nChanged 171
		SP:Iteration 50Q (1394.260000 sec): 3 clusters
  Score: Raw -16776308.678286 + Penalty 3845.446326 = -16772463.231960
  nChanged 171
		SP:Iteration 51Q (1395.000000 sec): 3 clusters
  Score: Raw -16776313.229556 + Penalty 3845.446326 = -16772467.783230
  nChanged 161
		SP:Iteration 52Q (1395.780000 sec): 3 clusters
  Score: Raw -16776317.333203 + Penalty 3845.446326 = -16772471.886877
  nChanged 146
		SP:Iteration 53Q (1396.570000 sec): 3 clusters
  Score: Raw -16776320.669879 + Penalty 3845.446326 = -16772475.223553
  nChanged 125
		SP:Iteration 54Q (1397.360000 sec): 3 clusters
  Score: Raw -16776323.360754 + Penalty 3845.446326 = -16772477.914428
  nChanged 113
		SP:Iteration 55Q (1398.240000 sec): 3 clusters
  Score: Raw -16776325.748702 + Penalty 3845.446326 = -16772480.302376
  nChanged 103
		SP:Iteration 56Q (1399.080000 sec): 3 clusters
  Score: Raw -16776327.872637 + Penalty 3845.446326 = -16772482.426311
  nChanged 97
		SP:Iteration 57Q (1399.950000 sec): 3 clusters
  Score: Raw -16776329.781174 + Penalty 3845.446326 = -16772484.334848
  nChanged 78
		SP:Iteration 58Q (1400.720000 sec): 3 clusters
  Score: Raw -16776331.069382 + Penalty 3845.446326 = -16772485.623056
  nChanged 63
		SP:Iteration 59Q (1401.570000 sec): 3 clusters
  Score: Raw -16776332.089757 + Penalty 3845.446326 = -16772486.643432
  nChanged 61
		SP:Iteration 60F (1402.380000 sec): 3 clusters
  Score: Raw -16776332.951812 + Penalty 3845.446326 = -16772487.505486
  nChanged 46
		SP:Iteration 61Q (1403.120000 sec): 3 clusters
  Score: Raw -16776333.651025 + Penalty 3845.446326 = -16772488.204699
  nChanged 47
		SP:Iteration 62Q (1403.950000 sec): 3 clusters
  Score: Raw -16776334.375514 + Penalty 3845.446326 = -16772488.929188
  nChanged 48
		SP:Iteration 63Q (1404.770000 sec): 3 clusters
  Score: Raw -16776335.037274 + Penalty 3845.446326 = -16772489.590948
  nChanged 41
		SP:Iteration 64Q (1405.560000 sec): 3 clusters
  Score: Raw -16776335.581401 + Penalty 3845.446326 = -16772490.135075
  nChanged 36
		SP:Iteration 65Q (1406.480000 sec): 3 clusters
  Score: Raw -16776336.081766 + Penalty 3845.446326 = -16772490.635441
  nChanged 36
		SP:Iteration 66Q (1407.300000 sec): 3 clusters
  Score: Raw -16776336.608376 + Penalty 3845.446326 = -16772491.162050
  nChanged 33
		SP:Iteration 67Q (1408.170000 sec): 3 clusters
  Score: Raw -16776337.000614 + Penalty 3845.446326 = -16772491.554288
  nChanged 26
		SP:Iteration 68Q (1408.950000 sec): 3 clusters
  Score: Raw -16776337.263557 + Penalty 3845.446326 = -16772491.817232
  nChanged 18
		SP:Iteration 69Q (1409.820000 sec): 3 clusters
  Score: Raw -16776337.445421 + Penalty 3845.446326 = -16772491.999095
  nChanged 15
		SP:Iteration 70Q (1410.660000 sec): 3 clusters
  Score: Raw -16776337.596962 + Penalty 3845.446326 = -16772492.150636
  nChanged 14
		SP:Iteration 71Q (1411.510000 sec): 3 clusters
  Score: Raw -16776337.784361 + Penalty 3845.446326 = -16772492.338035
  nChanged 23
		SP:Iteration 72Q (1412.350000 sec): 3 clusters
  Score: Raw -16776338.033500 + Penalty 3845.446326 = -16772492.587174
  nChanged 19
		SP:Iteration 73Q (1413.210000 sec): 3 clusters
  Score: Raw -16776338.208543 + Penalty 3845.446326 = -16772492.762217
  nChanged 15
		SP:Iteration 74Q (1413.980000 sec): 3 clusters
  Score: Raw -16776338.383326 + Penalty 3845.446326 = -16772492.937001
  nChanged 17
		SP:Iteration 75Q (1414.870000 sec): 3 clusters
  Score: Raw -16776338.597460 + Penalty 3845.446326 = -16772493.151134
  nChanged 21
		SP:Iteration 76Q (1415.720000 sec): 3 clusters
  Score: Raw -16776338.850444 + Penalty 3845.446326 = -16772493.404119
  nChanged 27
		SP:Iteration 77Q (1416.550000 sec): 3 clusters
  Score: Raw -16776339.173061 + Penalty 3845.446326 = -16772493.726735
  nChanged 19
		SP:Iteration 78Q (1417.340000 sec): 3 clusters
  Score: Raw -16776339.404448 + Penalty 3845.446326 = -16772493.958123
  nChanged 14
		SP:Iteration 79Q (1418.100000 sec): 3 clusters
  Score: Raw -16776339.556361 + Penalty 3845.446326 = -16772494.110035
  nChanged 16
		SP:Iteration 80F (1418.900000 sec): 3 clusters
  Score: Raw -16776339.750183 + Penalty 3845.446326 = -16772494.303858
  nChanged 12
		SP:Iteration 81Q (1419.640000 sec): 3 clusters
  Score: Raw -16776339.881609 + Penalty 3845.446326 = -16772494.435283
  nChanged 19
		SP:Iteration 82Q (1420.380000 sec): 3 clusters
  Score: Raw -16776340.057787 + Penalty 3845.446326 = -16772494.611462
  nChanged 10
		SP:Iteration 83Q (1421.210000 sec): 3 clusters
  Score: Raw -16776340.163667 + Penalty 3845.446326 = -16772494.717341
  nChanged 13
		SP:Iteration 84Q (1421.920000 sec): 3 clusters
  Score: Raw -16776340.302637 + Penalty 3845.446326 = -16772494.856311
  nChanged 16
		SP:Iteration 85Q (1422.620000 sec): 3 clusters
  Score: Raw -16776340.494210 + Penalty 3845.446326 = -16772495.047885
  nChanged 19
		SP:Iteration 86Q (1423.470000 sec): 3 clusters
  Score: Raw -16776340.693431 + Penalty 3845.446326 = -16772495.247105
  nChanged 13
		SP:Iteration 87Q (1424.250000 sec): 3 clusters
  Score: Raw -16776340.826596 + Penalty 3845.446326 = -16772495.380270
  nChanged 17
		SP:Iteration 88Q (1425.000000 sec): 3 clusters
  Score: Raw -16776341.047041 + Penalty 3845.446326 = -16772495.600715
  nChanged 21
		SP:Iteration 89Q (1425.780000 sec): 3 clusters
  Score: Raw -16776341.227614 + Penalty 3845.446326 = -16772495.781288
  nChanged 9
		SP:Iteration 90Q (1426.640000 sec): 3 clusters
  Score: Raw -16776341.301763 + Penalty 3845.446326 = -16772495.855437
  nChanged 11
		SP:Iteration 91Q (1427.410000 sec): 3 clusters
  Score: Raw -16776341.410578 + Penalty 3845.446326 = -16772495.964252
  nChanged 14
		SP:Iteration 92Q (1428.200000 sec): 3 clusters
  Score: Raw -16776341.573357 + Penalty 3845.446326 = -16772496.127031
  nChanged 13
		SP:Iteration 93Q (1428.930000 sec): 3 clusters
  Score: Raw -16776341.706684 + Penalty 3845.446326 = -16772496.260358
  nChanged 13
		SP:Iteration 94Q (1429.660000 sec): 3 clusters
  Score: Raw -16776341.828892 + Penalty 3845.446326 = -16772496.382566
  nChanged 10
		SP:Iteration 95Q (1430.430000 sec): 3 clusters
  Score: Raw -16776341.920541 + Penalty 3845.446326 = -16772496.474215
  nChanged 12
		SP:Iteration 96Q (1431.200000 sec): 3 clusters
  Score: Raw -16776342.047430 + Penalty 3845.446326 = -16772496.601104
  nChanged 12
		SP:Iteration 97Q (1432.020000 sec): 3 clusters
  Score: Raw -16776342.178706 + Penalty 3845.446326 = -16772496.732380
  nChanged 10
		SP:Iteration 98Q (1432.780000 sec): 3 clusters
  Score: Raw -16776342.277609 + Penalty 3845.446326 = -16772496.831283
  nChanged 11
		SP:Iteration 99Q (1433.540000 sec): 3 clusters
  Score: Raw -16776342.374188 + Penalty 3845.446326 = -16772496.927863
  nChanged 6
		SP:Iteration 100F (1434.320000 sec): 3 clusters
  Score: Raw -16776342.427396 + Penalty 3845.446326 = -16772496.981070
  nChanged 8
		SP:Iteration 101Q (1435.110000 sec): 3 clusters
  Score: Raw -16776342.506215 + Penalty 3845.446326 = -16772497.059889
  nChanged 8
		SP:Iteration 102Q (1435.930000 sec): 3 clusters
  Score: Raw -16776342.578661 + Penalty 3845.446326 = -16772497.132335
  nChanged 8
		SP:Iteration 103Q (1436.720000 sec): 3 clusters
  Score: Raw -16776342.663226 + Penalty 3845.446326 = -16772497.216900
  nChanged 6
		SP:Iteration 104Q (1437.490000 sec): 3 clusters
  Score: Raw -16776342.714063 + Penalty 3845.446326 = -16772497.267737
  nChanged 4
		SP:Iteration 105Q (1438.250000 sec): 3 clusters
  Score: Raw -16776342.739117 + Penalty 3845.446326 = -16772497.292791
  nChanged 3
		SP:Iteration 106Q (1439.030000 sec): 3 clusters
  Score: Raw -16776342.759201 + Penalty 3845.446326 = -16772497.312875
  nChanged 1
		SP:Iteration 107Q (1439.830000 sec): 3 clusters
  Score: Raw -16776342.766207 + Penalty 3845.446326 = -16772497.319881
  nChanged 0
		SP:Iteration 108F (1440.640000 sec): 3 clusters
  Score: Raw -16776342.766207 + Penalty 3845.446326 = -16772497.319881
  nChanged 0
  Score: Raw -118215116.496691 + Penalty 72011.738980 = -118143104.757711

Splitting cluster 15 changes total score from -117862417.186556 to -118143104.757711

 So it's getting split into cluster 32.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 16 (45028 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1498.970000 sec): 2 clusters
  Score: Raw -5375930.023233 + Penalty 1741.193967 = -5374188.829266
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1499.380000 sec): 3 clusters
  Score: Raw -5347533.896155 + Penalty 3482.387934 = -5344051.508220
  nChanged 21027
		SP:Iteration 1F (1499.750000 sec): 3 clusters
  Score: Raw -5362675.652699 + Penalty 3482.387934 = -5359193.264765
  nChanged 4729
		SP:Iteration 2F (1500.140000 sec): 3 clusters
  Score: Raw -5368741.592995 + Penalty 3482.387934 = -5365259.205061
  nChanged 5707
		SP:Iteration 3F (1500.530000 sec): 3 clusters
  Score: Raw -5377008.945261 + Penalty 3482.387934 = -5373526.557327
  nChanged 4973
		SP:Iteration 4F (1500.950000 sec): 3 clusters
  Score: Raw -5383079.731735 + Penalty 3482.387934 = -5379597.343800
  nChanged 2857
		SP:Iteration 5F (1501.300000 sec): 3 clusters
  Score: Raw -5385278.364518 + Penalty 3482.387934 = -5381795.976584
  nChanged 1484
		SP:Iteration 6Q (1501.670000 sec): 3 clusters
  Score: Raw -5385983.755257 + Penalty 3482.387934 = -5382501.367323
  nChanged 816
		SP:Iteration 7Q (1502.120000 sec): 3 clusters
  Score: Raw -5386297.028176 + Penalty 3482.387934 = -5382814.640242
  nChanged 580
		SP:Iteration 8Q (1502.540000 sec): 3 clusters
  Score: Raw -5386499.849533 + Penalty 3482.387934 = -5383017.461599
  nChanged 397
		SP:Iteration 9Q (1502.970000 sec): 3 clusters
  Score: Raw -5386642.454811 + Penalty 3482.387934 = -5383160.066876
  nChanged 332
		SP:Iteration 10Q (1503.410000 sec): 3 clusters
  Score: Raw -5386752.048140 + Penalty 3482.387934 = -5383269.660205
  nChanged 280
		SP:Iteration 11Q (1503.810000 sec): 3 clusters
  Score: Raw -5386824.918029 + Penalty 3482.387934 = -5383342.530095
  nChanged 240
		SP:Iteration 12Q (1504.190000 sec): 3 clusters
  Score: Raw -5386872.756592 + Penalty 3482.387934 = -5383390.368658
  nChanged 194
		SP:Iteration 13Q (1504.560000 sec): 3 clusters
  Score: Raw -5386911.043545 + Penalty 3482.387934 = -5383428.655610
  nChanged 172
		SP:Iteration 14Q (1504.910000 sec): 3 clusters
  Score: Raw -5386949.130168 + Penalty 3482.387934 = -5383466.742234
  nChanged 165
		SP:Iteration 15Q (1505.300000 sec): 3 clusters
  Score: Raw -5386994.895666 + Penalty 3482.387934 = -5383512.507732
  nChanged 180
		SP:Iteration 16Q (1505.680000 sec): 3 clusters
  Score: Raw -5387040.880573 + Penalty 3482.387934 = -5383558.492639
  nChanged 197
		SP:Iteration 17Q (1506.060000 sec): 3 clusters
  Score: Raw -5387084.749503 + Penalty 3482.387934 = -5383602.361569
  nChanged 197
		SP:Iteration 18Q (1506.430000 sec): 3 clusters
  Score: Raw -5387127.235671 + Penalty 3482.387934 = -5383644.847737
  nChanged 180
		SP:Iteration 19Q (1506.850000 sec): 3 clusters
  Score: Raw -5387164.325846 + Penalty 3482.387934 = -5383681.937912
  nChanged 158
		SP:Iteration 20F (1507.270000 sec): 3 clusters
  Score: Raw -5387196.912428 + Penalty 3482.387934 = -5383714.524493
  nChanged 154
		SP:Iteration 21Q (1507.660000 sec): 3 clusters
  Score: Raw -5387226.365741 + Penalty 3482.387934 = -5383743.977807
  nChanged 150
		SP:Iteration 22Q (1508.000000 sec): 3 clusters
  Score: Raw -5387257.678074 + Penalty 3482.387934 = -5383775.290140
  nChanged 145
		SP:Iteration 23Q (1508.390000 sec): 3 clusters
  Score: Raw -5387284.643826 + Penalty 3482.387934 = -5383802.255892
  nChanged 118
		SP:Iteration 24Q (1508.740000 sec): 3 clusters
  Score: Raw -5387302.914622 + Penalty 3482.387934 = -5383820.526688
  nChanged 95
		SP:Iteration 25Q (1509.150000 sec): 3 clusters
  Score: Raw -5387313.937170 + Penalty 3482.387934 = -5383831.549236
  nChanged 83
		SP:Iteration 26Q (1509.560000 sec): 3 clusters
  Score: Raw -5387321.872190 + Penalty 3482.387934 = -5383839.484256
  nChanged 70
		SP:Iteration 27Q (1509.960000 sec): 3 clusters
  Score: Raw -5387328.287542 + Penalty 3482.387934 = -5383845.899608
  nChanged 66
		SP:Iteration 28Q (1510.360000 sec): 3 clusters
  Score: Raw -5387334.622578 + Penalty 3482.387934 = -5383852.234644
  nChanged 47
		SP:Iteration 29Q (1510.740000 sec): 3 clusters
  Score: Raw -5387339.236118 + Penalty 3482.387934 = -5383856.848184
  nChanged 42
		SP:Iteration 30Q (1511.160000 sec): 3 clusters
  Score: Raw -5387343.948264 + Penalty 3482.387934 = -5383861.560330
  nChanged 39
		SP:Iteration 31Q (1511.570000 sec): 3 clusters
  Score: Raw -5387347.094664 + Penalty 3482.387934 = -5383864.706730
  nChanged 32
		SP:Iteration 32Q (1511.970000 sec): 3 clusters
  Score: Raw -5387350.137713 + Penalty 3482.387934 = -5383867.749779
  nChanged 30
		SP:Iteration 33Q (1512.360000 sec): 3 clusters
  Score: Raw -5387352.855403 + Penalty 3482.387934 = -5383870.467469
  nChanged 23
		SP:Iteration 34Q (1512.780000 sec): 3 clusters
  Score: Raw -5387354.552637 + Penalty 3482.387934 = -5383872.164703
  nChanged 25
		SP:Iteration 35Q (1513.100000 sec): 3 clusters
  Score: Raw -5387356.415692 + Penalty 3482.387934 = -5383874.027758
  nChanged 18
		SP:Iteration 36Q (1513.490000 sec): 3 clusters
  Score: Raw -5387357.834883 + Penalty 3482.387934 = -5383875.446949
  nChanged 16
		SP:Iteration 37Q (1513.880000 sec): 3 clusters
  Score: Raw -5387358.861472 + Penalty 3482.387934 = -5383876.473538
  nChanged 12
		SP:Iteration 38Q (1514.290000 sec): 3 clusters
  Score: Raw -5387359.283699 + Penalty 3482.387934 = -5383876.895764
  nChanged 5
		SP:Iteration 39Q (1514.660000 sec): 3 clusters
  Score: Raw -5387359.609875 + Penalty 3482.387934 = -5383877.221941
  nChanged 10
		SP:Iteration 40F (1515.050000 sec): 3 clusters
  Score: Raw -5387360.309513 + Penalty 3482.387934 = -5383877.921579
  nChanged 6
		SP:Iteration 41Q (1515.470000 sec): 3 clusters
  Score: Raw -5387360.716125 + Penalty 3482.387934 = -5383878.328191
  nChanged 6
		SP:Iteration 42Q (1515.860000 sec): 3 clusters
  Score: Raw -5387360.936783 + Penalty 3482.387934 = -5383878.548849
  nChanged 8
		SP:Iteration 43Q (1516.240000 sec): 3 clusters
  Score: Raw -5387361.169616 + Penalty 3482.387934 = -5383878.781682
  nChanged 1
		SP:Iteration 44Q (1516.640000 sec): 3 clusters
  Score: Raw -5387361.204990 + Penalty 3482.387934 = -5383878.817055
  nChanged 1
		SP:Iteration 45Q (1517.070000 sec): 3 clusters
  Score: Raw -5387361.263969 + Penalty 3482.387934 = -5383878.876035
  nChanged 2
		SP:Iteration 46Q (1517.510000 sec): 3 clusters
  Score: Raw -5387361.280209 + Penalty 3482.387934 = -5383878.892275
  nChanged 0
		SP:Iteration 47F (1517.920000 sec): 3 clusters
  Score: Raw -5387361.280209 + Penalty 3482.387934 = -5383878.892275
  nChanged 0
  Score: Raw -118226547.753668 + Penalty 74262.105823 = -118152285.647845

Splitting cluster 16 changes total score from -117862417.186556 to -118152285.647845

 So it's getting split into cluster 33.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 17 (4509 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1572.350000 sec): 2 clusters
  Score: Raw -474360.666130 + Penalty 1367.247485 = -472993.418645
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1572.550000 sec): 3 clusters
  Score: Raw -472360.046362 + Penalty 2734.494970 = -469625.551391
  nChanged 1943
		SP:Iteration 1F (1572.760000 sec): 3 clusters
  Score: Raw -476745.153169 + Penalty 2734.494970 = -474010.658198
  nChanged 897
		SP:Iteration 2F (1572.970000 sec): 3 clusters
  Score: Raw -480270.083149 + Penalty 2734.494970 = -477535.588179
  nChanged 394
		SP:Iteration 3F (1573.170000 sec): 3 clusters
  Score: Raw -481139.328107 + Penalty 2734.494970 = -478404.833136
  nChanged 145
		SP:Iteration 4Q (1573.320000 sec): 3 clusters
  Score: Raw -481358.408935 + Penalty 2734.494970 = -478623.913964
  nChanged 69
		SP:Iteration 5Q (1573.540000 sec): 3 clusters
  Score: Raw -481486.206345 + Penalty 2734.494970 = -478751.711375
  nChanged 65
		SP:Iteration 6Q (1573.740000 sec): 3 clusters
  Score: Raw -481648.765426 + Penalty 2734.494970 = -478914.270456
  nChanged 73
		SP:Iteration 7Q (1573.920000 sec): 3 clusters
  Score: Raw -481904.184868 + Penalty 2734.494970 = -479169.689898
  nChanged 97
		SP:Iteration 8Q (1574.120000 sec): 3 clusters
  Score: Raw -482285.400960 + Penalty 2734.494970 = -479550.905989
  nChanged 103
		SP:Iteration 9Q (1574.380000 sec): 3 clusters
  Score: Raw -482503.143468 + Penalty 2734.494970 = -479768.648498
  nChanged 76
		SP:Iteration 10Q (1574.570000 sec): 3 clusters
  Score: Raw -482632.621814 + Penalty 2734.494970 = -479898.126843
  nChanged 63
		SP:Iteration 11Q (1574.760000 sec): 3 clusters
  Score: Raw -482718.077043 + Penalty 2734.494970 = -479983.582072
  nChanged 67
		SP:Iteration 12Q (1574.940000 sec): 3 clusters
  Score: Raw -482800.900566 + Penalty 2734.494970 = -480066.405596
  nChanged 53
		SP:Iteration 13Q (1575.140000 sec): 3 clusters
  Score: Raw -482869.770722 + Penalty 2734.494970 = -480135.275752
  nChanged 42
		SP:Iteration 14Q (1575.310000 sec): 3 clusters
  Score: Raw -482945.049382 + Penalty 2734.494970 = -480210.554412
  nChanged 57
		SP:Iteration 15Q (1575.470000 sec): 3 clusters
  Score: Raw -483046.047138 + Penalty 2734.494970 = -480311.552168
  nChanged 71
		SP:Iteration 16Q (1575.660000 sec): 3 clusters
  Score: Raw -483188.168094 + Penalty 2734.494970 = -480453.673123
  nChanged 88
		SP:Iteration 17Q (1575.920000 sec): 3 clusters
  Score: Raw -483374.719135 + Penalty 2734.494970 = -480640.224165
  nChanged 115
		SP:Iteration 18Q (1576.110000 sec): 3 clusters
  Score: Raw -483631.410281 + Penalty 2734.494970 = -480896.915311
  nChanged 112
		SP:Iteration 19Q (1576.330000 sec): 3 clusters
  Score: Raw -484045.818384 + Penalty 2734.494970 = -481311.323413
  nChanged 124
		SP:Iteration 20F (1576.480000 sec): 3 clusters
  Score: Raw -484586.046087 + Penalty 2734.494970 = -481851.551116
  nChanged 96
		SP:Iteration 21Q (1576.680000 sec): 3 clusters
  Score: Raw -485057.085142 + Penalty 2734.494970 = -482322.590171
  nChanged 62
		SP:Iteration 22Q (1576.900000 sec): 3 clusters
  Score: Raw -485301.166100 + Penalty 2734.494970 = -482566.671130
  nChanged 19
		SP:Iteration 23Q (1577.160000 sec): 3 clusters
  Score: Raw -485325.031846 + Penalty 2734.494970 = -482590.536876
  nChanged 3
		SP:Iteration 24Q (1577.360000 sec): 3 clusters
  Score: Raw -485326.085143 + Penalty 2734.494970 = -482591.590172
  nChanged 1
		SP:Iteration 25Q (1577.610000 sec): 3 clusters
  Score: Raw -485326.350116 + Penalty 2734.494970 = -482591.855146
  nChanged 0
		SP:Iteration 26F (1577.790000 sec): 3 clusters
  Score: Raw -485326.350116 + Penalty 2734.494970 = -482591.855146
  nChanged 0
  Score: Raw -118237513.437654 + Penalty 76512.472667 = -118161000.964988

Splitting cluster 17 changes total score from -117862417.186556 to -118161000.964988

 So it's getting split into cluster 34.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 18 (55656 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1636.050000 sec): 2 clusters
  Score: Raw -6004617.173247 + Penalty 1775.628590 = -6002841.544657
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1636.520000 sec): 3 clusters
  Score: Raw -5969401.535652 + Penalty 3551.257179 = -5965850.278472
  nChanged 26213
		SP:Iteration 1F (1636.990000 sec): 3 clusters
  Score: Raw -5993664.169216 + Penalty 3551.257179 = -5990112.912037
  nChanged 7333
		SP:Iteration 2F (1637.430000 sec): 3 clusters
  Score: Raw -6008109.695321 + Penalty 3551.257179 = -6004558.438141
  nChanged 7433
		SP:Iteration 3F (1637.830000 sec): 3 clusters
  Score: Raw -6019983.652703 + Penalty 3551.257179 = -6016432.395524
  nChanged 5130
		SP:Iteration 4F (1638.230000 sec): 3 clusters
  Score: Raw -6026481.353532 + Penalty 3551.257179 = -6022930.096353
  nChanged 3151
		SP:Iteration 5F (1638.750000 sec): 3 clusters
  Score: Raw -6029694.965205 + Penalty 3551.257179 = -6026143.708026
  nChanged 1883
		SP:Iteration 6Q (1639.150000 sec): 3 clusters
  Score: Raw -6030738.516493 + Penalty 3551.257179 = -6027187.259313
  nChanged 1088
		SP:Iteration 7Q (1639.650000 sec): 3 clusters
  Score: Raw -6031164.415499 + Penalty 3551.257179 = -6027613.158319
  nChanged 675
		SP:Iteration 8Q (1640.100000 sec): 3 clusters
  Score: Raw -6031416.919199 + Penalty 3551.257179 = -6027865.662019
  nChanged 517
		SP:Iteration 9Q (1640.610000 sec): 3 clusters
  Score: Raw -6031745.146757 + Penalty 3551.257179 = -6028193.889577
  nChanged 539
		SP:Iteration 10Q (1641.000000 sec): 3 clusters
  Score: Raw -6032605.940848 + Penalty 3551.257179 = -6029054.683669
  nChanged 694
		SP:Iteration 11Q (1641.430000 sec): 3 clusters
  Score: Raw -6033619.860140 + Penalty 3551.257179 = -6030068.602960
  nChanged 769
		SP:Iteration 12Q (1641.890000 sec): 3 clusters
  Score: Raw -6034086.238908 + Penalty 3551.257179 = -6030534.981729
  nChanged 549
		SP:Iteration 13Q (1642.350000 sec): 3 clusters
  Score: Raw -6034245.018523 + Penalty 3551.257179 = -6030693.761344
  nChanged 396
		SP:Iteration 14Q (1642.780000 sec): 3 clusters
  Score: Raw -6034329.895180 + Penalty 3551.257179 = -6030778.638000
  nChanged 271
		SP:Iteration 15Q (1643.250000 sec): 3 clusters
  Score: Raw -6034376.207299 + Penalty 3551.257179 = -6030824.950119
  nChanged 203
		SP:Iteration 16Q (1643.700000 sec): 3 clusters
  Score: Raw -6034410.657081 + Penalty 3551.257179 = -6030859.399901
  nChanged 194
		SP:Iteration 17Q (1644.100000 sec): 3 clusters
  Score: Raw -6034439.793654 + Penalty 3551.257179 = -6030888.536475
  nChanged 158
		SP:Iteration 18Q (1644.490000 sec): 3 clusters
  Score: Raw -6034458.446216 + Penalty 3551.257179 = -6030907.189037
  nChanged 147
		SP:Iteration 19Q (1644.940000 sec): 3 clusters
  Score: Raw -6034472.592482 + Penalty 3551.257179 = -6030921.335303
  nChanged 135
		SP:Iteration 20F (1645.380000 sec): 3 clusters
  Score: Raw -6034487.889316 + Penalty 3551.257179 = -6030936.632137
  nChanged 142
		SP:Iteration 21Q (1645.760000 sec): 3 clusters
  Score: Raw -6034501.734717 + Penalty 3551.257179 = -6030950.477537
  nChanged 117
		SP:Iteration 22Q (1646.140000 sec): 3 clusters
  Score: Raw -6034510.586108 + Penalty 3551.257179 = -6030959.328929
  nChanged 111
		SP:Iteration 23Q (1646.530000 sec): 3 clusters
  Score: Raw -6034518.248561 + Penalty 3551.257179 = -6030966.991382
  nChanged 94
		SP:Iteration 24Q (1647.000000 sec): 3 clusters
  Score: Raw -6034526.545891 + Penalty 3551.257179 = -6030975.288712
  nChanged 102
		SP:Iteration 25Q (1647.450000 sec): 3 clusters
  Score: Raw -6034533.390111 + Penalty 3551.257179 = -6030982.132932
  nChanged 77
		SP:Iteration 26Q (1647.850000 sec): 3 clusters
  Score: Raw -6034538.664084 + Penalty 3551.257179 = -6030987.406904
  nChanged 70
		SP:Iteration 27Q (1648.310000 sec): 3 clusters
  Score: Raw -6034543.657731 + Penalty 3551.257179 = -6030992.400552
  nChanged 75
		SP:Iteration 28Q (1648.710000 sec): 3 clusters
  Score: Raw -6034549.490218 + Penalty 3551.257179 = -6030998.233039
  nChanged 83
		SP:Iteration 29Q (1649.130000 sec): 3 clusters
  Score: Raw -6034556.158200 + Penalty 3551.257179 = -6031004.901020
  nChanged 69
		SP:Iteration 30Q (1649.550000 sec): 3 clusters
  Score: Raw -6034562.005392 + Penalty 3551.257179 = -6031010.748213
  nChanged 67
		SP:Iteration 31Q (1649.960000 sec): 3 clusters
  Score: Raw -6034567.817358 + Penalty 3551.257179 = -6031016.560178
  nChanged 68
		SP:Iteration 32Q (1650.480000 sec): 3 clusters
  Score: Raw -6034574.239888 + Penalty 3551.257179 = -6031022.982708
  nChanged 68
		SP:Iteration 33Q (1650.960000 sec): 3 clusters
  Score: Raw -6034580.968996 + Penalty 3551.257179 = -6031029.711817
  nChanged 69
		SP:Iteration 34Q (1651.470000 sec): 3 clusters
  Score: Raw -6034586.898307 + Penalty 3551.257179 = -6031035.641128
  nChanged 68
		SP:Iteration 35Q (1651.890000 sec): 3 clusters
  Score: Raw -6034593.512068 + Penalty 3551.257179 = -6031042.254888
  nChanged 60
		SP:Iteration 36Q (1652.380000 sec): 3 clusters
  Score: Raw -6034600.220791 + Penalty 3551.257179 = -6031048.963612
  nChanged 76
		SP:Iteration 37Q (1652.780000 sec): 3 clusters
  Score: Raw -6034610.701505 + Penalty 3551.257179 = -6031059.444326
  nChanged 77
		SP:Iteration 38Q (1653.210000 sec): 3 clusters
  Score: Raw -6034622.076755 + Penalty 3551.257179 = -6031070.819575
  nChanged 81
		SP:Iteration 39Q (1653.650000 sec): 3 clusters
  Score: Raw -6034634.977199 + Penalty 3551.257179 = -6031083.720019
  nChanged 83
		SP:Iteration 40F (1654.030000 sec): 3 clusters
  Score: Raw -6034650.437772 + Penalty 3551.257179 = -6031099.180592
  nChanged 110
		SP:Iteration 41Q (1654.480000 sec): 3 clusters
  Score: Raw -6034668.633015 + Penalty 3551.257179 = -6031117.375836
  nChanged 105
		SP:Iteration 42Q (1654.880000 sec): 3 clusters
  Score: Raw -6034689.702488 + Penalty 3551.257179 = -6031138.445308
  nChanged 134
		SP:Iteration 43Q (1655.360000 sec): 3 clusters
  Score: Raw -6034729.055493 + Penalty 3551.257179 = -6031177.798314
  nChanged 178
		SP:Iteration 44Q (1655.790000 sec): 3 clusters
  Score: Raw -6034789.415479 + Penalty 3551.257179 = -6031238.158299
  nChanged 221
		SP:Iteration 45Q (1656.310000 sec): 3 clusters
  Score: Raw -6034893.585558 + Penalty 3551.257179 = -6031342.328379
  nChanged 299
		SP:Iteration 46Q (1656.750000 sec): 3 clusters
  Score: Raw -6035156.830837 + Penalty 3551.257179 = -6031605.573658
  nChanged 490
		SP:Iteration 47Q (1657.190000 sec): 3 clusters
  Score: Raw -6035821.316089 + Penalty 3551.257179 = -6032270.058909
  nChanged 727
		SP:Iteration 48Q (1657.710000 sec): 3 clusters
  Score: Raw -6036858.988051 + Penalty 3551.257179 = -6033307.730871
  nChanged 833
		SP:Iteration 49Q (1658.160000 sec): 3 clusters
  Score: Raw -6037704.025597 + Penalty 3551.257179 = -6034152.768418
  nChanged 763
		SP:Iteration 50Q (1658.550000 sec): 3 clusters
  Score: Raw -6038256.867856 + Penalty 3551.257179 = -6034705.610676
  nChanged 646
		SP:Iteration 51Q (1659.010000 sec): 3 clusters
  Score: Raw -6038639.779058 + Penalty 3551.257179 = -6035088.521878
  nChanged 562
		SP:Iteration 52Q (1659.430000 sec): 3 clusters
  Score: Raw -6038999.057495 + Penalty 3551.257179 = -6035447.800316
  nChanged 585
		SP:Iteration 53Q (1659.870000 sec): 3 clusters
  Score: Raw -6039461.778230 + Penalty 3551.257179 = -6035910.521051
  nChanged 665
		SP:Iteration 54Q (1660.260000 sec): 3 clusters
  Score: Raw -6040210.865594 + Penalty 3551.257179 = -6036659.608414
  nChanged 808
		SP:Iteration 55Q (1660.710000 sec): 3 clusters
  Score: Raw -6041645.805797 + Penalty 3551.257179 = -6038094.548617
  nChanged 979
		SP:Iteration 56Q (1661.160000 sec): 3 clusters
  Score: Raw -6043851.021027 + Penalty 3551.257179 = -6040299.763848
  nChanged 940
		SP:Iteration 57Q (1661.610000 sec): 3 clusters
  Score: Raw -6045063.415003 + Penalty 3551.257179 = -6041512.157823
  nChanged 644
		SP:Iteration 58Q (1662.060000 sec): 3 clusters
  Score: Raw -6045369.723921 + Penalty 3551.257179 = -6041818.466742
  nChanged 360
		SP:Iteration 59Q (1662.460000 sec): 3 clusters
  Score: Raw -6045464.843114 + Penalty 3551.257179 = -6041913.585934
  nChanged 240
		SP:Iteration 60F (1662.870000 sec): 3 clusters
  Score: Raw -6045507.561505 + Penalty 3551.257179 = -6041956.304326
  nChanged 183
		SP:Iteration 61Q (1663.340000 sec): 3 clusters
  Score: Raw -6045533.003580 + Penalty 3551.257179 = -6041981.746401
  nChanged 146
		SP:Iteration 62Q (1663.840000 sec): 3 clusters
  Score: Raw -6045551.096523 + Penalty 3551.257179 = -6041999.839343
  nChanged 116
		SP:Iteration 63Q (1664.240000 sec): 3 clusters
  Score: Raw -6045566.347383 + Penalty 3551.257179 = -6042015.090203
  nChanged 100
		SP:Iteration 64Q (1664.720000 sec): 3 clusters
  Score: Raw -6045582.230414 + Penalty 3551.257179 = -6042030.973234
  nChanged 120
		SP:Iteration 65Q (1665.170000 sec): 3 clusters
  Score: Raw -6045604.526182 + Penalty 3551.257179 = -6042053.269003
  nChanged 127
		SP:Iteration 66Q (1665.600000 sec): 3 clusters
  Score: Raw -6045622.453118 + Penalty 3551.257179 = -6042071.195938
  nChanged 104
		SP:Iteration 67Q (1666.010000 sec): 3 clusters
  Score: Raw -6045633.342585 + Penalty 3551.257179 = -6042082.085406
  nChanged 84
		SP:Iteration 68Q (1666.460000 sec): 3 clusters
  Score: Raw -6045642.192997 + Penalty 3551.257179 = -6042090.935818
  nChanged 94
		SP:Iteration 69Q (1666.880000 sec): 3 clusters
  Score: Raw -6045650.272317 + Penalty 3551.257179 = -6042099.015138
  nChanged 71
		SP:Iteration 70Q (1667.300000 sec): 3 clusters
  Score: Raw -6045660.448457 + Penalty 3551.257179 = -6042109.191278
  nChanged 95
		SP:Iteration 71Q (1667.780000 sec): 3 clusters
  Score: Raw -6045676.336126 + Penalty 3551.257179 = -6042125.078947
  nChanged 92
		SP:Iteration 72Q (1668.210000 sec): 3 clusters
  Score: Raw -6045688.857295 + Penalty 3551.257179 = -6042137.600116
  nChanged 97
		SP:Iteration 73Q (1668.650000 sec): 3 clusters
  Score: Raw -6045702.553561 + Penalty 3551.257179 = -6042151.296382
  nChanged 88
		SP:Iteration 74Q (1669.060000 sec): 3 clusters
  Score: Raw -6045718.853425 + Penalty 3551.257179 = -6042167.596245
  nChanged 125
		SP:Iteration 75Q (1669.490000 sec): 3 clusters
  Score: Raw -6045742.706613 + Penalty 3551.257179 = -6042191.449434
  nChanged 135
		SP:Iteration 76Q (1669.930000 sec): 3 clusters
  Score: Raw -6045772.361478 + Penalty 3551.257179 = -6042221.104299
  nChanged 154
		SP:Iteration 77Q (1670.290000 sec): 3 clusters
  Score: Raw -6045817.073338 + Penalty 3551.257179 = -6042265.816158
  nChanged 194
		SP:Iteration 78Q (1670.770000 sec): 3 clusters
  Score: Raw -6045892.531279 + Penalty 3551.257179 = -6042341.274099
  nChanged 220
		SP:Iteration 79Q (1671.180000 sec): 3 clusters
  Score: Raw -6046017.382770 + Penalty 3551.257179 = -6042466.125591
  nChanged 286
		SP:Iteration 80F (1671.630000 sec): 3 clusters
  Score: Raw -6046247.765419 + Penalty 3551.257179 = -6042696.508240
  nChanged 340
		SP:Iteration 81Q (1672.020000 sec): 3 clusters
  Score: Raw -6046539.431526 + Penalty 3551.257179 = -6042988.174346
  nChanged 436
		SP:Iteration 82Q (1672.430000 sec): 3 clusters
  Score: Raw -6046800.979586 + Penalty 3551.257179 = -6043249.722407
  nChanged 440
		SP:Iteration 83Q (1672.840000 sec): 3 clusters
  Score: Raw -6047042.909701 + Penalty 3551.257179 = -6043491.652522
  nChanged 429
		SP:Iteration 84Q (1673.190000 sec): 3 clusters
  Score: Raw -6047304.582568 + Penalty 3551.257179 = -6043753.325388
  nChanged 422
		SP:Iteration 85Q (1673.600000 sec): 3 clusters
  Score: Raw -6047550.355107 + Penalty 3551.257179 = -6043999.097927
  nChanged 405
		SP:Iteration 86Q (1674.040000 sec): 3 clusters
  Score: Raw -6047756.006909 + Penalty 3551.257179 = -6044204.749729
  nChanged 359
		SP:Iteration 87Q (1674.490000 sec): 3 clusters
  Score: Raw -6047911.702138 + Penalty 3551.257179 = -6044360.444959
  nChanged 294
		SP:Iteration 88Q (1674.910000 sec): 3 clusters
  Score: Raw -6048042.824731 + Penalty 3551.257179 = -6044491.567552
  nChanged 238
		SP:Iteration 89Q (1675.300000 sec): 3 clusters
  Score: Raw -6048121.668836 + Penalty 3551.257179 = -6044570.411656
  nChanged 207
		SP:Iteration 90Q (1675.760000 sec): 3 clusters
  Score: Raw -6048180.849994 + Penalty 3551.257179 = -6044629.592815
  nChanged 192
		SP:Iteration 91Q (1676.170000 sec): 3 clusters
  Score: Raw -6048216.951554 + Penalty 3551.257179 = -6044665.694374
  nChanged 145
		SP:Iteration 92Q (1676.610000 sec): 3 clusters
  Score: Raw -6048237.284908 + Penalty 3551.257179 = -6044686.027729
  nChanged 115
		SP:Iteration 93Q (1677.080000 sec): 3 clusters
  Score: Raw -6048249.093880 + Penalty 3551.257179 = -6044697.836701
  nChanged 92
		SP:Iteration 94Q (1677.580000 sec): 3 clusters
  Score: Raw -6048256.260397 + Penalty 3551.257179 = -6044705.003218
  nChanged 71
		SP:Iteration 95Q (1678.020000 sec): 3 clusters
  Score: Raw -6048260.979003 + Penalty 3551.257179 = -6044709.721824
  nChanged 59
		SP:Iteration 96Q (1678.530000 sec): 3 clusters
  Score: Raw -6048264.238327 + Penalty 3551.257179 = -6044712.981148
  nChanged 54
		SP:Iteration 97Q (1678.980000 sec): 3 clusters
  Score: Raw -6048271.567215 + Penalty 3551.257179 = -6044720.310036
  nChanged 38
		SP:Iteration 98Q (1679.410000 sec): 3 clusters
  Score: Raw -6048273.241486 + Penalty 3551.257179 = -6044721.984306
  nChanged 33
		SP:Iteration 99Q (1679.870000 sec): 3 clusters
  Score: Raw -6048274.718029 + Penalty 3551.257179 = -6044723.460850
  nChanged 21
		SP:Iteration 100F (1680.260000 sec): 3 clusters
  Score: Raw -6048283.046321 + Penalty 3551.257179 = -6044731.789141
  nChanged 20
		SP:Iteration 101Q (1680.660000 sec): 3 clusters
  Score: Raw -6048284.859458 + Penalty 3551.257179 = -6044733.602279
  nChanged 28
		SP:Iteration 102Q (1681.080000 sec): 3 clusters
  Score: Raw -6048286.278062 + Penalty 3551.257179 = -6044735.020883
  nChanged 20
		SP:Iteration 103Q (1681.500000 sec): 3 clusters
  Score: Raw -6048286.991472 + Penalty 3551.257179 = -6044735.734293
  nChanged 14
		SP:Iteration 104Q (1681.890000 sec): 3 clusters
  Score: Raw -6048287.687051 + Penalty 3551.257179 = -6044736.429871
  nChanged 10
		SP:Iteration 105Q (1682.280000 sec): 3 clusters
  Score: Raw -6048287.968461 + Penalty 3551.257179 = -6044736.711281
  nChanged 10
		SP:Iteration 106Q (1682.720000 sec): 3 clusters
  Score: Raw -6048288.238895 + Penalty 3551.257179 = -6044736.981715
  nChanged 6
		SP:Iteration 107Q (1683.160000 sec): 3 clusters
  Score: Raw -6048288.421384 + Penalty 3551.257179 = -6044737.164205
  nChanged 5
		SP:Iteration 108Q (1683.570000 sec): 3 clusters
  Score: Raw -6048288.528151 + Penalty 3551.257179 = -6044737.270971
  nChanged 2
		SP:Iteration 109Q (1684.000000 sec): 3 clusters
  Score: Raw -6048288.561508 + Penalty 3551.257179 = -6044737.304329
  nChanged 1
		SP:Iteration 110Q (1684.360000 sec): 3 clusters
  Score: Raw -6048288.579525 + Penalty 3551.257179 = -6044737.322346
  nChanged 1
		SP:Iteration 111Q (1684.780000 sec): 3 clusters
  Score: Raw -6048288.601428 + Penalty 3551.257179 = -6044737.344248
  nChanged 2
		SP:Iteration 112Q (1685.140000 sec): 3 clusters
  Score: Raw -6048288.644899 + Penalty 3551.257179 = -6044737.387719
  nChanged 2
		SP:Iteration 113Q (1685.610000 sec): 3 clusters
  Score: Raw -6048288.693419 + Penalty 3551.257179 = -6044737.436240
  nChanged 1
		SP:Iteration 114Q (1686.020000 sec): 3 clusters
  Score: Raw -6048288.738756 + Penalty 3551.257179 = -6044737.481576
  nChanged 3
		SP:Iteration 115Q (1686.480000 sec): 3 clusters
  Score: Raw -6048288.791027 + Penalty 3551.257179 = -6044737.533848
  nChanged 0
		SP:Iteration 116F (1686.960000 sec): 3 clusters
  Score: Raw -6048288.791027 + Penalty 3551.257179 = -6044737.533848
  nChanged 0
  Score: Raw -118281185.055433 + Penalty 78762.839510 = -118202422.215924

Splitting cluster 18 changes total score from -117862417.186556 to -118202422.215924

 So it's getting split into cluster 35.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 19 (105518 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1746.440000 sec): 2 clusters
  Score: Raw -12666573.167206 + Penalty 1879.578485 = -12664693.588720
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1747.060000 sec): 3 clusters
  Score: Raw -12597901.415258 + Penalty 3759.156971 = -12594142.258287
  nChanged 50685
		SP:Iteration 1F (1747.810000 sec): 3 clusters
  Score: Raw -12628680.912963 + Penalty 3759.156971 = -12624921.755992
  nChanged 5527
		SP:Iteration 2F (1748.480000 sec): 3 clusters
  Score: Raw -12631555.825023 + Penalty 3759.156971 = -12627796.668052
  nChanged 6363
		SP:Iteration 3F (1749.150000 sec): 3 clusters
  Score: Raw -12635557.491887 + Penalty 3759.156971 = -12631798.334917
  nChanged 7497
		SP:Iteration 4F (1749.780000 sec): 3 clusters
  Score: Raw -12641697.950387 + Penalty 3759.156971 = -12637938.793416
  nChanged 8770
		SP:Iteration 5F (1750.420000 sec): 3 clusters
  Score: Raw -12650206.129784 + Penalty 3759.156971 = -12646446.972813
  nChanged 9420
		SP:Iteration 6F (1751.030000 sec): 3 clusters
  Score: Raw -12659064.176613 + Penalty 3759.156971 = -12655305.019642
  nChanged 8465
		SP:Iteration 7F (1751.630000 sec): 3 clusters
  Score: Raw -12665218.600685 + Penalty 3759.156971 = -12661459.443714
  nChanged 6338
		SP:Iteration 8F (1752.250000 sec): 3 clusters
  Score: Raw -12668448.575850 + Penalty 3759.156971 = -12664689.418879
  nChanged 4251
		SP:Iteration 9Q (1752.850000 sec): 3 clusters
  Score: Raw -12669985.171648 + Penalty 3759.156971 = -12666226.014677
  nChanged 2852
		SP:Iteration 10Q (1753.450000 sec): 3 clusters
  Score: Raw -12670752.797779 + Penalty 3759.156971 = -12666993.640808
  nChanged 2001
		SP:Iteration 11Q (1754.080000 sec): 3 clusters
  Score: Raw -12671149.969994 + Penalty 3759.156971 = -12667390.813023
  nChanged 1389
		SP:Iteration 12Q (1754.730000 sec): 3 clusters
  Score: Raw -12671360.570036 + Penalty 3759.156971 = -12667601.413066
  nChanged 1031
		SP:Iteration 13Q (1755.330000 sec): 3 clusters
  Score: Raw -12671485.821481 + Penalty 3759.156971 = -12667726.664510
  nChanged 767
		SP:Iteration 14Q (1755.990000 sec): 3 clusters
  Score: Raw -12671561.535616 + Penalty 3759.156971 = -12667802.378645
  nChanged 616
		SP:Iteration 15Q (1756.760000 sec): 3 clusters
  Score: Raw -12671620.925708 + Penalty 3759.156971 = -12667861.768738
  nChanged 572
		SP:Iteration 16Q (1757.440000 sec): 3 clusters
  Score: Raw -12671678.347160 + Penalty 3759.156971 = -12667919.190189
  nChanged 561
		SP:Iteration 17Q (1758.170000 sec): 3 clusters
  Score: Raw -12671744.879384 + Penalty 3759.156971 = -12667985.722414
  nChanged 571
		SP:Iteration 18Q (1758.840000 sec): 3 clusters
  Score: Raw -12671829.161239 + Penalty 3759.156971 = -12668070.004269
  nChanged 626
		SP:Iteration 19Q (1759.520000 sec): 3 clusters
  Score: Raw -12671952.586322 + Penalty 3759.156971 = -12668193.429351
  nChanged 791
		SP:Iteration 20F (1760.160000 sec): 3 clusters
  Score: Raw -12672152.291475 + Penalty 3759.156971 = -12668393.134504
  nChanged 987
		SP:Iteration 21Q (1760.820000 sec): 3 clusters
  Score: Raw -12672518.825265 + Penalty 3759.156971 = -12668759.668294
  nChanged 1278
		SP:Iteration 22Q (1761.490000 sec): 3 clusters
  Score: Raw -12673132.741078 + Penalty 3759.156971 = -12669373.584107
  nChanged 1684
		SP:Iteration 23Q (1762.160000 sec): 3 clusters
  Score: Raw -12674138.484491 + Penalty 3759.156971 = -12670379.327521
  nChanged 2196
		SP:Iteration 24Q (1762.820000 sec): 3 clusters
  Score: Raw -12675690.993535 + Penalty 3759.156971 = -12671931.836564
  nChanged 2654
		SP:Iteration 25Q (1763.480000 sec): 3 clusters
  Score: Raw -12677729.922570 + Penalty 3759.156971 = -12673970.765599
  nChanged 2901
		SP:Iteration 26Q (1764.200000 sec): 3 clusters
  Score: Raw -12679591.345976 + Penalty 3759.156971 = -12675832.189006
  nChanged 2819
		SP:Iteration 27Q (1764.900000 sec): 3 clusters
  Score: Raw -12680979.261553 + Penalty 3759.156971 = -12677220.104582
  nChanged 2493
		SP:Iteration 28Q (1765.540000 sec): 3 clusters
  Score: Raw -12681930.929233 + Penalty 3759.156971 = -12678171.772262
  nChanged 2190
		SP:Iteration 29Q (1766.190000 sec): 3 clusters
  Score: Raw -12682599.393977 + Penalty 3759.156971 = -12678840.237007
  nChanged 1939
		SP:Iteration 30Q (1766.850000 sec): 3 clusters
  Score: Raw -12683093.933123 + Penalty 3759.156971 = -12679334.776152
  nChanged 1747
		SP:Iteration 31Q (1767.510000 sec): 3 clusters
  Score: Raw -12683495.532572 + Penalty 3759.156971 = -12679736.375601
  nChanged 1640
		SP:Iteration 32Q (1768.150000 sec): 3 clusters
  Score: Raw -12683836.056285 + Penalty 3759.156971 = -12680076.899314
  nChanged 1543
		SP:Iteration 33Q (1768.790000 sec): 3 clusters
  Score: Raw -12684121.857617 + Penalty 3759.156971 = -12680362.700646
  nChanged 1293
		SP:Iteration 34Q (1769.500000 sec): 3 clusters
  Score: Raw -12684330.980779 + Penalty 3759.156971 = -12680571.823808
  nChanged 1155
		SP:Iteration 35Q (1770.090000 sec): 3 clusters
  Score: Raw -12684499.674310 + Penalty 3759.156971 = -12680740.517339
  nChanged 1028
		SP:Iteration 36Q (1770.740000 sec): 3 clusters
  Score: Raw -12684634.938242 + Penalty 3759.156971 = -12680875.781271
  nChanged 909
		SP:Iteration 37Q (1771.400000 sec): 3 clusters
  Score: Raw -12684739.101639 + Penalty 3759.156971 = -12680979.944668
  nChanged 793
		SP:Iteration 38Q (1772.090000 sec): 3 clusters
  Score: Raw -12684822.010396 + Penalty 3759.156971 = -12681062.853425
  nChanged 676
		SP:Iteration 39Q (1772.790000 sec): 3 clusters
  Score: Raw -12684883.479613 + Penalty 3759.156971 = -12681124.322642
  nChanged 596
		SP:Iteration 40F (1773.410000 sec): 3 clusters
  Score: Raw -12684934.360426 + Penalty 3759.156971 = -12681175.203455
  nChanged 554
		SP:Iteration 41Q (1774.070000 sec): 3 clusters
  Score: Raw -12684978.419616 + Penalty 3759.156971 = -12681219.262646
  nChanged 485
		SP:Iteration 42Q (1774.700000 sec): 3 clusters
  Score: Raw -12685013.602525 + Penalty 3759.156971 = -12681254.445555
  nChanged 414
		SP:Iteration 43Q (1775.310000 sec): 3 clusters
  Score: Raw -12685040.436581 + Penalty 3759.156971 = -12681281.279610
  nChanged 362
		SP:Iteration 44Q (1775.960000 sec): 3 clusters
  Score: Raw -12685061.140830 + Penalty 3759.156971 = -12681301.983859
  nChanged 319
		SP:Iteration 45Q (1776.600000 sec): 3 clusters
  Score: Raw -12685078.276908 + Penalty 3759.156971 = -12681319.119937
  nChanged 269
		SP:Iteration 46Q (1777.180000 sec): 3 clusters
  Score: Raw -12685090.278609 + Penalty 3759.156971 = -12681331.121638
  nChanged 219
		SP:Iteration 47Q (1777.790000 sec): 3 clusters
  Score: Raw -12685099.189350 + Penalty 3759.156971 = -12681340.032379
  nChanged 190
		SP:Iteration 48Q (1778.490000 sec): 3 clusters
  Score: Raw -12685106.899389 + Penalty 3759.156971 = -12681347.742418
  nChanged 174
		SP:Iteration 49Q (1779.120000 sec): 3 clusters
  Score: Raw -12685113.165200 + Penalty 3759.156971 = -12681354.008229
  nChanged 155
		SP:Iteration 50Q (1779.700000 sec): 3 clusters
  Score: Raw -12685118.179614 + Penalty 3759.156971 = -12681359.022643
  nChanged 137
		SP:Iteration 51Q (1780.340000 sec): 3 clusters
  Score: Raw -12685122.342371 + Penalty 3759.156971 = -12681363.185400
  nChanged 127
		SP:Iteration 52Q (1780.970000 sec): 3 clusters
  Score: Raw -12685126.274170 + Penalty 3759.156971 = -12681367.117199
  nChanged 125
		SP:Iteration 53Q (1781.630000 sec): 3 clusters
  Score: Raw -12685129.952337 + Penalty 3759.156971 = -12681370.795366
  nChanged 109
		SP:Iteration 54Q (1782.270000 sec): 3 clusters
  Score: Raw -12685132.898971 + Penalty 3759.156971 = -12681373.742000
  nChanged 96
		SP:Iteration 55Q (1782.880000 sec): 3 clusters
  Score: Raw -12685135.281007 + Penalty 3759.156971 = -12681376.124036
  nChanged 71
		SP:Iteration 56Q (1783.550000 sec): 3 clusters
  Score: Raw -12685137.044026 + Penalty 3759.156971 = -12681377.887055
  nChanged 62
		SP:Iteration 57Q (1784.190000 sec): 3 clusters
  Score: Raw -12685138.403327 + Penalty 3759.156971 = -12681379.246356
  nChanged 49
		SP:Iteration 58Q (1784.830000 sec): 3 clusters
  Score: Raw -12685139.370681 + Penalty 3759.156971 = -12681380.213710
  nChanged 35
		SP:Iteration 59Q (1785.550000 sec): 3 clusters
  Score: Raw -12685139.974984 + Penalty 3759.156971 = -12681380.818014
  nChanged 29
		SP:Iteration 60F (1786.180000 sec): 3 clusters
  Score: Raw -12685140.521456 + Penalty 3759.156971 = -12681381.364485
  nChanged 34
		SP:Iteration 61Q (1786.850000 sec): 3 clusters
  Score: Raw -12685141.229908 + Penalty 3759.156971 = -12681382.072938
  nChanged 48
		SP:Iteration 62Q (1787.470000 sec): 3 clusters
  Score: Raw -12685142.142132 + Penalty 3759.156971 = -12681382.985161
  nChanged 48
		SP:Iteration 63Q (1788.060000 sec): 3 clusters
  Score: Raw -12685143.052565 + Penalty 3759.156971 = -12681383.895594
  nChanged 45
		SP:Iteration 64Q (1788.710000 sec): 3 clusters
  Score: Raw -12685143.971430 + Penalty 3759.156971 = -12681384.814459
  nChanged 43
		SP:Iteration 65Q (1789.360000 sec): 3 clusters
  Score: Raw -12685144.827649 + Penalty 3759.156971 = -12681385.670678
  nChanged 39
		SP:Iteration 66Q (1790.060000 sec): 3 clusters
  Score: Raw -12685145.552331 + Penalty 3759.156971 = -12681386.395360
  nChanged 44
		SP:Iteration 67Q (1790.710000 sec): 3 clusters
  Score: Raw -12685146.461458 + Penalty 3759.156971 = -12681387.304487
  nChanged 39
		SP:Iteration 68Q (1791.400000 sec): 3 clusters
  Score: Raw -12685147.286649 + Penalty 3759.156971 = -12681388.129678
  nChanged 29
		SP:Iteration 69Q (1792.050000 sec): 3 clusters
  Score: Raw -12685147.812700 + Penalty 3759.156971 = -12681388.655729
  nChanged 24
		SP:Iteration 70Q (1792.680000 sec): 3 clusters
  Score: Raw -12685148.199088 + Penalty 3759.156971 = -12681389.042117
  nChanged 23
		SP:Iteration 71Q (1793.330000 sec): 3 clusters
  Score: Raw -12685148.599128 + Penalty 3759.156971 = -12681389.442157
  nChanged 22
		SP:Iteration 72Q (1793.970000 sec): 3 clusters
  Score: Raw -12685148.916339 + Penalty 3759.156971 = -12681389.759368
  nChanged 17
		SP:Iteration 73Q (1794.600000 sec): 3 clusters
  Score: Raw -12685149.166463 + Penalty 3759.156971 = -12681390.009493
  nChanged 9
		SP:Iteration 74Q (1795.230000 sec): 3 clusters
  Score: Raw -12685149.267392 + Penalty 3759.156971 = -12681390.110421
  nChanged 2
		SP:Iteration 75Q (1795.890000 sec): 3 clusters
  Score: Raw -12685149.283323 + Penalty 3759.156971 = -12681390.126352
  nChanged 2
		SP:Iteration 76Q (1796.620000 sec): 3 clusters
  Score: Raw -12685149.316086 + Penalty 3759.156971 = -12681390.159116
  nChanged 3
		SP:Iteration 77Q (1797.370000 sec): 3 clusters
  Score: Raw -12685149.354355 + Penalty 3759.156971 = -12681390.197384
  nChanged 2
		SP:Iteration 78Q (1798.070000 sec): 3 clusters
  Score: Raw -12685149.380449 + Penalty 3759.156971 = -12681390.223478
  nChanged 5
		SP:Iteration 79Q (1798.680000 sec): 3 clusters
  Score: Raw -12685149.433600 + Penalty 3759.156971 = -12681390.276629
  nChanged 3
		SP:Iteration 80F (1799.290000 sec): 3 clusters
  Score: Raw -12685149.469306 + Penalty 3759.156971 = -12681390.312335
  nChanged 4
		SP:Iteration 81Q (1799.890000 sec): 3 clusters
  Score: Raw -12685149.518826 + Penalty 3759.156971 = -12681390.361856
  nChanged 3
		SP:Iteration 82Q (1800.460000 sec): 3 clusters
  Score: Raw -12685149.546022 + Penalty 3759.156971 = -12681390.389051
  nChanged 1
		SP:Iteration 83Q (1801.110000 sec): 3 clusters
  Score: Raw -12685149.553280 + Penalty 3759.156971 = -12681390.396309
  nChanged 0
		SP:Iteration 84F (1801.770000 sec): 3 clusters
  Score: Raw -12685149.553280 + Penalty 3759.156971 = -12681390.396309
  nChanged 0
  Score: Raw -118299761.441510 + Penalty 81013.206353 = -118218748.235157

Splitting cluster 19 changes total score from -117862417.186556 to -118218748.235157

 So it's getting split into cluster 36.
Iteration 20F (1926.750000 sec): 37 clusters
  Score: Raw -118368668.807289 + Penalty 81013.206353 = -118287655.600936
  nChanged 52064
Iteration 21F (1996.390000 sec): 37 clusters
  Score: Raw -118417880.878423 + Penalty 81013.206353 = -118336867.672071
  nChanged 29497
Iteration 22Q (2048.940000 sec): 37 clusters
  Score: Raw -118438695.726773 + Penalty 81013.206353 = -118357682.520420
  nChanged 22247
Iteration 23Q (2095.550000 sec): 37 clusters
  Score: Raw -118450392.361315 + Penalty 81013.206353 = -118369379.154962
  nChanged 18239
Iteration 24Q (2134.960000 sec): 37 clusters
  Score: Raw -118458501.344460 + Penalty 81013.206353 = -118377488.138108
  nChanged 16279
Iteration 25Q (2172.530000 sec): 37 clusters
  Score: Raw -118464780.623192 + Penalty 81013.206353 = -118383767.416839
  nChanged 14658
Iteration 26Q (2211.160000 sec): 37 clusters
  Score: Raw -118470280.180591 + Penalty 81013.206353 = -118389266.974238
  nChanged 13853
Iteration 27Q (2242.880000 sec): 37 clusters
  Score: Raw -118475168.969103 + Penalty 81013.206353 = -118394155.762751
  nChanged 12930
Iteration 28Q (2277.670000 sec): 37 clusters
  Score: Raw -118479521.300558 + Penalty 81013.206353 = -118398508.094206
  nChanged 12251
Iteration 29Q (2311.380000 sec): 37 clusters
  Score: Raw -118483446.310357 + Penalty 81013.206353 = -118402433.104004
  nChanged 11673
Iteration 30Q (2345.120000 sec): 37 clusters
  Score: Raw -118487334.064417 + Penalty 81013.206353 = -118406320.858065
  nChanged 10882
Iteration 31Q (2380.090000 sec): 37 clusters
  Score: Raw -118491355.789315 + Penalty 81013.206353 = -118410342.582962
  nChanged 10401
Iteration 32Q (2417.550000 sec): 37 clusters
  Score: Raw -118494996.484382 + Penalty 81013.206353 = -118413983.278029
  nChanged 9749
Iteration 33Q (2453.120000 sec): 37 clusters
  Score: Raw -118497598.995304 + Penalty 81013.206353 = -118416585.788951
  nChanged 8716
Iteration 34Q (2486.720000 sec): 37 clusters
  Score: Raw -118499603.887722 + Penalty 81013.206353 = -118418590.681369
  nChanged 7807
Iteration 35Q (2521.140000 sec): 37 clusters
  Score: Raw -118501316.220496 + Penalty 81013.206353 = -118420303.014143
  nChanged 7277
Iteration 36Q (2561.740000 sec): 37 clusters
  Score: Raw -118502838.023663 + Penalty 81013.206353 = -118421824.817311
  nChanged 6552
Iteration 37Q (2598.700000 sec): 37 clusters
  Score: Raw -118504126.028962 + Penalty 81013.206353 = -118423112.822609
  nChanged 5760
Iteration 38Q (2633.360000 sec): 37 clusters
  Score: Raw -118505377.665388 + Penalty 81013.206353 = -118424364.459036
  nChanged 5329
Iteration 39Q (2669.240000 sec): 37 clusters
  Score: Raw -118506554.301726 + Penalty 81013.206353 = -118425541.095373
  nChanged 5041
Iteration 40F (2727.840000 sec): 37 clusters
  Score: Raw -118509143.428412 + Penalty 81013.206353 = -118428130.222059
  nChanged 5934
Iteration 41Q (2763.900000 sec): 37 clusters
  Score: Raw -118511056.366548 + Penalty 81013.206353 = -118430043.160195
  nChanged 5993
Iteration 42Q (2797.130000 sec): 37 clusters
  Score: Raw -118512589.982064 + Penalty 81013.206353 = -118431576.775711
  nChanged 5683
Iteration 43Q (2830.390000 sec): 37 clusters
  Score: Raw -118514047.063016 + Penalty 81013.206353 = -118433033.856663
  nChanged 5350
Iteration 44Q (2871.090000 sec): 37 clusters
  Score: Raw -118515865.458098 + Penalty 81013.206353 = -118434852.251745
  nChanged 5021
Iteration 45Q (2910.870000 sec): 37 clusters
  Score: Raw -118517983.734419 + Penalty 81013.206353 = -118436970.528066
  nChanged 4695
Iteration 46Q (2951.240000 sec): 37 clusters
  Score: Raw -118519326.177390 + Penalty 81013.206353 = -118438312.971037
  nChanged 4326
Iteration 47Q (2986.650000 sec): 37 clusters
  Score: Raw -118520647.146635 + Penalty 81013.206353 = -118439633.940282
  nChanged 4184
Iteration 48Q (3023.060000 sec): 37 clusters
  Score: Raw -118521549.220927 + Penalty 81013.206353 = -118440536.014574
  nChanged 4083
Iteration 49Q (3062.400000 sec): 37 clusters
  Score: Raw -118522663.395798 + Penalty 81013.206353 = -118441650.189445
  nChanged 4112
Iteration 50Q (3099.820000 sec): 37 clusters
  Score: Raw -118524653.410566 + Penalty 81013.206353 = -118443640.204213
  nChanged 4335
Iteration 51Q (3137.460000 sec): 37 clusters
  Score: Raw -118528906.757584 + Penalty 81013.206353 = -118447893.551231
  nChanged 4784
Iteration 52Q (3173.910000 sec): 37 clusters
  Score: Raw -118532541.679949 + Penalty 81013.206353 = -118451528.473596
  nChanged 5179
Iteration 53Q (3206.880000 sec): 37 clusters
  Score: Raw -118534120.317006 + Penalty 81013.206353 = -118453107.110653
  nChanged 4906
Iteration 54Q (3237.680000 sec): 37 clusters
  Score: Raw -118535439.234564 + Penalty 81013.206353 = -118454426.028211
  nChanged 4603
Iteration 55Q (3273.980000 sec): 37 clusters
  Score: Raw -118536631.600521 + Penalty 81013.206353 = -118455618.394168
  nChanged 4372
Iteration 56Q (3308.820000 sec): 37 clusters
  Score: Raw -118537700.470159 + Penalty 81013.206353 = -118456687.263806
  nChanged 4289
Iteration 57Q (3345.810000 sec): 37 clusters
  Score: Raw -118538677.528559 + Penalty 81013.206353 = -118457664.322206
  nChanged 4256
Iteration 58Q (3382.590000 sec): 37 clusters
  Score: Raw -118539578.252727 + Penalty 81013.206353 = -118458565.046374
  nChanged 4100
Writing temp clu file 
Because OldScore, -118457664.322206, is greater than current (better) Score,-118458565.046374 
 Memory request: 0.00 GB would take us to total of 3.81 GB.
Compute initial score before splitting:   Score: Raw -118539578.252727 + Penalty 81013.206353 = -118458565.046374
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 1 (26644 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3383.650000 sec): 2 clusters
  Score: Raw -3018958.823447 + Penalty 1655.926880 = -3017302.896567
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3383.990000 sec): 3 clusters
  Score: Raw -3002735.732814 + Penalty 3311.853761 = -2999423.879054
  nChanged 12312
		SP:Iteration 1F (3384.290000 sec): 3 clusters
  Score: Raw -3010891.369429 + Penalty 3311.853761 = -3007579.515668
  nChanged 1991
		SP:Iteration 2F (3384.630000 sec): 3 clusters
  Score: Raw -3012224.196686 + Penalty 3311.853761 = -3008912.342926
  nChanged 1907
		SP:Iteration 3F (3384.920000 sec): 3 clusters
  Score: Raw -3013459.868758 + Penalty 3311.853761 = -3010148.014997
  nChanged 1711
		SP:Iteration 4F (3385.190000 sec): 3 clusters
  Score: Raw -3014588.092496 + Penalty 3311.853761 = -3011276.238735
  nChanged 1612
		SP:Iteration 5F (3385.500000 sec): 3 clusters
  Score: Raw -3015602.627004 + Penalty 3311.853761 = -3012290.773243
  nChanged 1541
		SP:Iteration 6F (3385.770000 sec): 3 clusters
  Score: Raw -3016589.535394 + Penalty 3311.853761 = -3013277.681633
  nChanged 1468
		SP:Iteration 7F (3386.070000 sec): 3 clusters
  Score: Raw -3017631.804884 + Penalty 3311.853761 = -3014319.951124
  nChanged 1402
		SP:Iteration 8F (3386.350000 sec): 3 clusters
  Score: Raw -3018650.352580 + Penalty 3311.853761 = -3015338.498819
  nChanged 1202
		SP:Iteration 9Q (3386.650000 sec): 3 clusters
  Score: Raw -3019430.574093 + Penalty 3311.853761 = -3016118.720333
  nChanged 893
		SP:Iteration 10Q (3386.990000 sec): 3 clusters
  Score: Raw -3019961.884789 + Penalty 3311.853761 = -3016650.031029
  nChanged 670
		SP:Iteration 11Q (3387.270000 sec): 3 clusters
  Score: Raw -3020354.685421 + Penalty 3311.853761 = -3017042.831660
  nChanged 499
		SP:Iteration 12Q (3387.580000 sec): 3 clusters
  Score: Raw -3020650.451027 + Penalty 3311.853761 = -3017338.597266
  nChanged 387
		SP:Iteration 13Q (3387.860000 sec): 3 clusters
  Score: Raw -3020872.979634 + Penalty 3311.853761 = -3017561.125873
  nChanged 283
		SP:Iteration 14Q (3388.150000 sec): 3 clusters
  Score: Raw -3021026.683815 + Penalty 3311.853761 = -3017714.830054
  nChanged 223
		SP:Iteration 15Q (3388.450000 sec): 3 clusters
  Score: Raw -3021127.488363 + Penalty 3311.853761 = -3017815.634603
  nChanged 158
		SP:Iteration 16Q (3388.730000 sec): 3 clusters
  Score: Raw -3021190.781387 + Penalty 3311.853761 = -3017878.927627
  nChanged 111
		SP:Iteration 17Q (3389.010000 sec): 3 clusters
  Score: Raw -3021230.894231 + Penalty 3311.853761 = -3017919.040470
  nChanged 91
		SP:Iteration 18Q (3389.340000 sec): 3 clusters
  Score: Raw -3021269.689214 + Penalty 3311.853761 = -3017957.835453
  nChanged 81
		SP:Iteration 19Q (3389.610000 sec): 3 clusters
  Score: Raw -3021303.487969 + Penalty 3311.853761 = -3017991.634208
  nChanged 81
		SP:Iteration 20F (3389.900000 sec): 3 clusters
  Score: Raw -3021338.388496 + Penalty 3311.853761 = -3018026.534735
  nChanged 72
		SP:Iteration 21Q (3390.150000 sec): 3 clusters
  Score: Raw -3021378.271913 + Penalty 3311.853761 = -3018066.418152
  nChanged 79
		SP:Iteration 22Q (3390.420000 sec): 3 clusters
  Score: Raw -3021431.703310 + Penalty 3311.853761 = -3018119.849550
  nChanged 89
		SP:Iteration 23Q (3390.730000 sec): 3 clusters
  Score: Raw -3021487.326963 + Penalty 3311.853761 = -3018175.473203
  nChanged 77
		SP:Iteration 24Q (3391.010000 sec): 3 clusters
  Score: Raw -3021539.462212 + Penalty 3311.853761 = -3018227.608451
  nChanged 80
		SP:Iteration 25Q (3391.270000 sec): 3 clusters
  Score: Raw -3021590.600221 + Penalty 3311.853761 = -3018278.746460
  nChanged 64
		SP:Iteration 26Q (3391.560000 sec): 3 clusters
  Score: Raw -3021630.747647 + Penalty 3311.853761 = -3018318.893886
  nChanged 67
		SP:Iteration 27Q (3391.880000 sec): 3 clusters
  Score: Raw -3021668.204770 + Penalty 3311.853761 = -3018356.351009
  nChanged 55
		SP:Iteration 28Q (3392.130000 sec): 3 clusters
  Score: Raw -3021687.542571 + Penalty 3311.853761 = -3018375.688810
  nChanged 36
		SP:Iteration 29Q (3392.410000 sec): 3 clusters
  Score: Raw -3021697.749237 + Penalty 3311.853761 = -3018385.895476
  nChanged 20
		SP:Iteration 30Q (3392.700000 sec): 3 clusters
  Score: Raw -3021701.501404 + Penalty 3311.853761 = -3018389.647643
  nChanged 14
		SP:Iteration 31Q (3392.980000 sec): 3 clusters
  Score: Raw -3021703.599617 + Penalty 3311.853761 = -3018391.745856
  nChanged 8
		SP:Iteration 32Q (3393.260000 sec): 3 clusters
  Score: Raw -3021704.489946 + Penalty 3311.853761 = -3018392.636185
  nChanged 4
		SP:Iteration 33Q (3393.520000 sec): 3 clusters
  Score: Raw -3021704.736683 + Penalty 3311.853761 = -3018392.882923
  nChanged 1
		SP:Iteration 34Q (3393.820000 sec): 3 clusters
  Score: Raw -3021704.907196 + Penalty 3311.853761 = -3018393.053435
  nChanged 1
		SP:Iteration 35Q (3394.080000 sec): 3 clusters
  Score: Raw -3021704.984801 + Penalty 3311.853761 = -3018393.131041
  nChanged 1
		SP:Iteration 36Q (3394.380000 sec): 3 clusters
  Score: Raw -3021705.203885 + Penalty 3311.853761 = -3018393.350124
  nChanged 1
		SP:Iteration 37Q (3394.640000 sec): 3 clusters
  Score: Raw -3021705.253856 + Penalty 3311.853761 = -3018393.400095
  nChanged 1
		SP:Iteration 38Q (3394.920000 sec): 3 clusters
  Score: Raw -3021705.371258 + Penalty 3311.853761 = -3018393.517497
  nChanged 1
		SP:Iteration 39Q (3395.220000 sec): 3 clusters
  Score: Raw -3021705.418963 + Penalty 3311.853761 = -3018393.565202
  nChanged 0
		SP:Iteration 40F (3395.480000 sec): 3 clusters
  Score: Raw -3021705.418963 + Penalty 3311.853761 = -3018393.565202
  nChanged 0
  Score: Raw -118542752.280222 + Penalty 83263.573196 = -118459488.707026

Splitting cluster 1 changes total score from -118458565.046374 to -118459488.707026

 So it's getting split into cluster 37.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 2 (28906 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3461.860000 sec): 2 clusters
  Score: Raw -3387265.688433 + Penalty 1669.168226 = -3385596.520207
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3462.180000 sec): 3 clusters
  Score: Raw -3369549.313903 + Penalty 3338.336451 = -3366210.977452
  nChanged 13347
		SP:Iteration 1F (3462.500000 sec): 3 clusters
  Score: Raw -3378898.740050 + Penalty 3338.336451 = -3375560.403599
  nChanged 2624
		SP:Iteration 2F (3462.830000 sec): 3 clusters
  Score: Raw -3381798.963961 + Penalty 3338.336451 = -3378460.627510
  nChanged 2908
		SP:Iteration 3F (3463.130000 sec): 3 clusters
  Score: Raw -3385255.607615 + Penalty 3338.336451 = -3381917.271164
  nChanged 2889
		SP:Iteration 4F (3463.530000 sec): 3 clusters
  Score: Raw -3388423.643367 + Penalty 3338.336451 = -3385085.306916
  nChanged 2333
		SP:Iteration 5F (3463.900000 sec): 3 clusters
  Score: Raw -3390342.763208 + Penalty 3338.336451 = -3387004.426757
  nChanged 1468
		SP:Iteration 6F (3464.260000 sec): 3 clusters
  Score: Raw -3391333.517669 + Penalty 3338.336451 = -3387995.181218
  nChanged 924
		SP:Iteration 7Q (3464.570000 sec): 3 clusters
  Score: Raw -3392038.390411 + Penalty 3338.336451 = -3388700.053960
  nChanged 694
		SP:Iteration 8Q (3465.040000 sec): 3 clusters
  Score: Raw -3392602.310521 + Penalty 3338.336451 = -3389263.974070
  nChanged 552
		SP:Iteration 9Q (3465.380000 sec): 3 clusters
  Score: Raw -3392950.304610 + Penalty 3338.336451 = -3389611.968158
  nChanged 420
		SP:Iteration 10Q (3465.680000 sec): 3 clusters
  Score: Raw -3393143.324894 + Penalty 3338.336451 = -3389804.988443
  nChanged 333
		SP:Iteration 11Q (3466.010000 sec): 3 clusters
  Score: Raw -3393275.748433 + Penalty 3338.336451 = -3389937.411982
  nChanged 283
		SP:Iteration 12Q (3466.350000 sec): 3 clusters
  Score: Raw -3393386.833755 + Penalty 3338.336451 = -3390048.497304
  nChanged 234
		SP:Iteration 13Q (3466.680000 sec): 3 clusters
  Score: Raw -3393485.862477 + Penalty 3338.336451 = -3390147.526026
  nChanged 221
		SP:Iteration 14Q (3467.000000 sec): 3 clusters
  Score: Raw -3393564.227848 + Penalty 3338.336451 = -3390225.891397
  nChanged 180
		SP:Iteration 15Q (3467.380000 sec): 3 clusters
  Score: Raw -3393625.583101 + Penalty 3338.336451 = -3390287.246649
  nChanged 169
		SP:Iteration 16Q (3467.730000 sec): 3 clusters
  Score: Raw -3393681.003816 + Penalty 3338.336451 = -3390342.667365
  nChanged 127
		SP:Iteration 17Q (3468.050000 sec): 3 clusters
  Score: Raw -3393716.924578 + Penalty 3338.336451 = -3390378.588127
  nChanged 96
		SP:Iteration 18Q (3468.380000 sec): 3 clusters
  Score: Raw -3393737.503026 + Penalty 3338.336451 = -3390399.166575
  nChanged 74
		SP:Iteration 19Q (3468.700000 sec): 3 clusters
  Score: Raw -3393748.921079 + Penalty 3338.336451 = -3390410.584628
  nChanged 52
		SP:Iteration 20F (3469.020000 sec): 3 clusters
  Score: Raw -3393758.878103 + Penalty 3338.336451 = -3390420.541652
  nChanged 38
		SP:Iteration 21Q (3469.420000 sec): 3 clusters
  Score: Raw -3393763.816243 + Penalty 3338.336451 = -3390425.479792
  nChanged 44
		SP:Iteration 22Q (3469.790000 sec): 3 clusters
  Score: Raw -3393768.415169 + Penalty 3338.336451 = -3390430.078718
  nChanged 42
		SP:Iteration 23Q (3470.130000 sec): 3 clusters
  Score: Raw -3393772.299420 + Penalty 3338.336451 = -3390433.962968
  nChanged 34
		SP:Iteration 24Q (3470.400000 sec): 3 clusters
  Score: Raw -3393775.416811 + Penalty 3338.336451 = -3390437.080360
  nChanged 30
		SP:Iteration 25Q (3470.740000 sec): 3 clusters
  Score: Raw -3393778.051957 + Penalty 3338.336451 = -3390439.715506
  nChanged 16
		SP:Iteration 26Q (3471.070000 sec): 3 clusters
  Score: Raw -3393779.299550 + Penalty 3338.336451 = -3390440.963099
  nChanged 17
		SP:Iteration 27Q (3471.390000 sec): 3 clusters
  Score: Raw -3393781.627695 + Penalty 3338.336451 = -3390443.291244
  nChanged 20
		SP:Iteration 28Q (3471.670000 sec): 3 clusters
  Score: Raw -3393784.429589 + Penalty 3338.336451 = -3390446.093137
  nChanged 25
		SP:Iteration 29Q (3472.030000 sec): 3 clusters
  Score: Raw -3393789.500558 + Penalty 3338.336451 = -3390451.164106
  nChanged 31
		SP:Iteration 30Q (3472.310000 sec): 3 clusters
  Score: Raw -3393796.961640 + Penalty 3338.336451 = -3390458.625189
  nChanged 43
		SP:Iteration 31Q (3472.630000 sec): 3 clusters
  Score: Raw -3393809.404350 + Penalty 3338.336451 = -3390471.067899
  nChanged 60
		SP:Iteration 32Q (3472.990000 sec): 3 clusters
  Score: Raw -3393834.299786 + Penalty 3338.336451 = -3390495.963335
  nChanged 88
		SP:Iteration 33Q (3473.270000 sec): 3 clusters
  Score: Raw -3393911.986561 + Penalty 3338.336451 = -3390573.650110
  nChanged 159
		SP:Iteration 34Q (3473.630000 sec): 3 clusters
  Score: Raw -3394114.332125 + Penalty 3338.336451 = -3390775.995674
  nChanged 220
		SP:Iteration 35Q (3473.970000 sec): 3 clusters
  Score: Raw -3394403.486463 + Penalty 3338.336451 = -3391065.150011
  nChanged 256
		SP:Iteration 36Q (3474.310000 sec): 3 clusters
  Score: Raw -3394619.769168 + Penalty 3338.336451 = -3391281.432717
  nChanged 214
		SP:Iteration 37Q (3474.660000 sec): 3 clusters
  Score: Raw -3394733.090849 + Penalty 3338.336451 = -3391394.754398
  nChanged 182
		SP:Iteration 38Q (3474.940000 sec): 3 clusters
  Score: Raw -3394806.637592 + Penalty 3338.336451 = -3391468.301141
  nChanged 134
		SP:Iteration 39Q (3475.340000 sec): 3 clusters
  Score: Raw -3394836.714216 + Penalty 3338.336451 = -3391498.377765
  nChanged 90
		SP:Iteration 40F (3475.820000 sec): 3 clusters
  Score: Raw -3394849.059900 + Penalty 3338.336451 = -3391510.723449
  nChanged 61
		SP:Iteration 41Q (3476.140000 sec): 3 clusters
  Score: Raw -3394855.672893 + Penalty 3338.336451 = -3391517.336442
  nChanged 35
		SP:Iteration 42Q (3476.440000 sec): 3 clusters
  Score: Raw -3394858.635260 + Penalty 3338.336451 = -3391520.298809
  nChanged 26
		SP:Iteration 43Q (3476.810000 sec): 3 clusters
  Score: Raw -3394860.408951 + Penalty 3338.336451 = -3391522.072500
  nChanged 15
		SP:Iteration 44Q (3477.180000 sec): 3 clusters
  Score: Raw -3394861.501587 + Penalty 3338.336451 = -3391523.165136
  nChanged 20
		SP:Iteration 45Q (3477.510000 sec): 3 clusters
  Score: Raw -3394862.875710 + Penalty 3338.336451 = -3391524.539259
  nChanged 14
		SP:Iteration 46Q (3477.860000 sec): 3 clusters
  Score: Raw -3394863.397540 + Penalty 3338.336451 = -3391525.061089
  nChanged 8
		SP:Iteration 47Q (3478.280000 sec): 3 clusters
  Score: Raw -3394863.698917 + Penalty 3338.336451 = -3391525.362466
  nChanged 6
		SP:Iteration 48Q (3478.600000 sec): 3 clusters
  Score: Raw -3394863.905427 + Penalty 3338.336451 = -3391525.568976
  nChanged 2
		SP:Iteration 49Q (3478.990000 sec): 3 clusters
  Score: Raw -3394863.960778 + Penalty 3338.336451 = -3391525.624327
  nChanged 1
		SP:Iteration 50Q (3479.260000 sec): 3 clusters
  Score: Raw -3394863.979668 + Penalty 3338.336451 = -3391525.643217
  nChanged 1
		SP:Iteration 51Q (3479.600000 sec): 3 clusters
  Score: Raw -3394864.186035 + Penalty 3338.336451 = -3391525.849584
  nChanged 2
		SP:Iteration 52Q (3479.880000 sec): 3 clusters
  Score: Raw -3394864.266743 + Penalty 3338.336451 = -3391525.930292
  nChanged 4
		SP:Iteration 53Q (3480.220000 sec): 3 clusters
  Score: Raw -3394864.456421 + Penalty 3338.336451 = -3391526.119970
  nChanged 2
		SP:Iteration 54Q (3480.500000 sec): 3 clusters
  Score: Raw -3394864.524397 + Penalty 3338.336451 = -3391526.187946
  nChanged 2
		SP:Iteration 55Q (3480.830000 sec): 3 clusters
  Score: Raw -3394864.615495 + Penalty 3338.336451 = -3391526.279044
  nChanged 1
		SP:Iteration 56Q (3481.110000 sec): 3 clusters
  Score: Raw -3394864.677544 + Penalty 3338.336451 = -3391526.341092
  nChanged 1
		SP:Iteration 57Q (3481.420000 sec): 3 clusters
  Score: Raw -3394864.694613 + Penalty 3338.336451 = -3391526.358162
  nChanged 0
		SP:Iteration 58F (3481.720000 sec): 3 clusters
  Score: Raw -3394864.694613 + Penalty 3338.336451 = -3391526.358162
  nChanged 0
  Score: Raw -118550351.286402 + Penalty 85513.940039 = -118464837.346363

Splitting cluster 2 changes total score from -118458565.046374 to -118464837.346363

 So it's getting split into cluster 38.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 3 (19956 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3561.210000 sec): 2 clusters
  Score: Raw -2311343.985460 + Penalty 1608.958833 = -2309735.026627
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3561.470000 sec): 3 clusters
  Score: Raw -2299336.981783 + Penalty 3217.917667 = -2296119.064116
  nChanged 9049
		SP:Iteration 1F (3561.790000 sec): 3 clusters
  Score: Raw -2304354.351358 + Penalty 3217.917667 = -2301136.433691
  nChanged 1263
		SP:Iteration 2F (3562.080000 sec): 3 clusters
  Score: Raw -2305057.258809 + Penalty 3217.917667 = -2301839.341142
  nChanged 1268
		SP:Iteration 3F (3562.400000 sec): 3 clusters
  Score: Raw -2305884.325634 + Penalty 3217.917667 = -2302666.407967
  nChanged 1390
		SP:Iteration 4F (3562.760000 sec): 3 clusters
  Score: Raw -2306896.261637 + Penalty 3217.917667 = -2303678.343970
  nChanged 1531
		SP:Iteration 5F (3563.040000 sec): 3 clusters
  Score: Raw -2308067.770366 + Penalty 3217.917667 = -2304849.852699
  nChanged 1539
		SP:Iteration 6F (3563.360000 sec): 3 clusters
  Score: Raw -2309155.185660 + Penalty 3217.917667 = -2305937.267993
  nChanged 1230
		SP:Iteration 7F (3563.600000 sec): 3 clusters
  Score: Raw -2309967.535108 + Penalty 3217.917667 = -2306749.617441
  nChanged 935
		SP:Iteration 8Q (3563.890000 sec): 3 clusters
  Score: Raw -2310582.351868 + Penalty 3217.917667 = -2307364.434201
  nChanged 659
		SP:Iteration 9Q (3564.150000 sec): 3 clusters
  Score: Raw -2311045.075605 + Penalty 3217.917667 = -2307827.157938
  nChanged 471
		SP:Iteration 10Q (3564.440000 sec): 3 clusters
  Score: Raw -2311329.350382 + Penalty 3217.917667 = -2308111.432715
  nChanged 324
		SP:Iteration 11Q (3564.690000 sec): 3 clusters
  Score: Raw -2311478.912706 + Penalty 3217.917667 = -2308260.995039
  nChanged 267
		SP:Iteration 12Q (3564.970000 sec): 3 clusters
  Score: Raw -2311578.106917 + Penalty 3217.917667 = -2308360.189250
  nChanged 199
		SP:Iteration 13Q (3565.310000 sec): 3 clusters
  Score: Raw -2311649.251314 + Penalty 3217.917667 = -2308431.333647
  nChanged 165
		SP:Iteration 14Q (3565.600000 sec): 3 clusters
  Score: Raw -2311703.892599 + Penalty 3217.917667 = -2308485.974932
  nChanged 145
		SP:Iteration 15Q (3565.900000 sec): 3 clusters
  Score: Raw -2311745.149359 + Penalty 3217.917667 = -2308527.231692
  nChanged 136
		SP:Iteration 16Q (3566.190000 sec): 3 clusters
  Score: Raw -2311786.494277 + Penalty 3217.917667 = -2308568.576611
  nChanged 114
		SP:Iteration 17Q (3566.430000 sec): 3 clusters
  Score: Raw -2311820.673761 + Penalty 3217.917667 = -2308602.756094
  nChanged 116
		SP:Iteration 18Q (3566.720000 sec): 3 clusters
  Score: Raw -2311853.433250 + Penalty 3217.917667 = -2308635.515583
  nChanged 98
		SP:Iteration 19Q (3567.090000 sec): 3 clusters
  Score: Raw -2311877.630043 + Penalty 3217.917667 = -2308659.712376
  nChanged 72
		SP:Iteration 20F (3567.370000 sec): 3 clusters
  Score: Raw -2311892.454976 + Penalty 3217.917667 = -2308674.537309
  nChanged 70
		SP:Iteration 21Q (3567.630000 sec): 3 clusters
  Score: Raw -2311910.637836 + Penalty 3217.917667 = -2308692.720169
  nChanged 65
		SP:Iteration 22Q (3567.950000 sec): 3 clusters
  Score: Raw -2311926.650619 + Penalty 3217.917667 = -2308708.732952
  nChanged 60
		SP:Iteration 23Q (3568.230000 sec): 3 clusters
  Score: Raw -2311937.303140 + Penalty 3217.917667 = -2308719.385473
  nChanged 45
		SP:Iteration 24Q (3568.520000 sec): 3 clusters
  Score: Raw -2311945.855638 + Penalty 3217.917667 = -2308727.937971
  nChanged 43
		SP:Iteration 25Q (3568.770000 sec): 3 clusters
  Score: Raw -2311954.236254 + Penalty 3217.917667 = -2308736.318587
  nChanged 43
		SP:Iteration 26Q (3569.040000 sec): 3 clusters
  Score: Raw -2311962.360252 + Penalty 3217.917667 = -2308744.442585
  nChanged 39
		SP:Iteration 27Q (3569.290000 sec): 3 clusters
  Score: Raw -2311970.362475 + Penalty 3217.917667 = -2308752.444808
  nChanged 35
		SP:Iteration 28Q (3569.570000 sec): 3 clusters
  Score: Raw -2311978.224211 + Penalty 3217.917667 = -2308760.306544
  nChanged 30
		SP:Iteration 29Q (3569.850000 sec): 3 clusters
  Score: Raw -2311984.053795 + Penalty 3217.917667 = -2308766.136128
  nChanged 21
		SP:Iteration 30Q (3570.090000 sec): 3 clusters
  Score: Raw -2311986.988005 + Penalty 3217.917667 = -2308769.070338
  nChanged 11
		SP:Iteration 31Q (3570.380000 sec): 3 clusters
  Score: Raw -2311988.540683 + Penalty 3217.917667 = -2308770.623016
  nChanged 13
		SP:Iteration 32Q (3570.690000 sec): 3 clusters
  Score: Raw -2311990.159089 + Penalty 3217.917667 = -2308772.241422
  nChanged 12
		SP:Iteration 33Q (3570.940000 sec): 3 clusters
  Score: Raw -2311992.051222 + Penalty 3217.917667 = -2308774.133555
  nChanged 18
		SP:Iteration 34Q (3571.220000 sec): 3 clusters
  Score: Raw -2311994.574342 + Penalty 3217.917667 = -2308776.656675
  nChanged 13
		SP:Iteration 35Q (3571.510000 sec): 3 clusters
  Score: Raw -2311996.594695 + Penalty 3217.917667 = -2308778.677028
  nChanged 11
		SP:Iteration 36Q (3571.750000 sec): 3 clusters
  Score: Raw -2311999.258442 + Penalty 3217.917667 = -2308781.340775
  nChanged 16
		SP:Iteration 37Q (3572.040000 sec): 3 clusters
  Score: Raw -2312002.064870 + Penalty 3217.917667 = -2308784.147203
  nChanged 15
		SP:Iteration 38Q (3572.300000 sec): 3 clusters
  Score: Raw -2312004.600600 + Penalty 3217.917667 = -2308786.682933
  nChanged 19
		SP:Iteration 39Q (3572.600000 sec): 3 clusters
  Score: Raw -2312009.241105 + Penalty 3217.917667 = -2308791.323438
  nChanged 25
		SP:Iteration 40F (3572.860000 sec): 3 clusters
  Score: Raw -2312013.565655 + Penalty 3217.917667 = -2308795.647988
  nChanged 19
		SP:Iteration 41Q (3573.160000 sec): 3 clusters
  Score: Raw -2312016.964547 + Penalty 3217.917667 = -2308799.046880
  nChanged 15
		SP:Iteration 42Q (3573.430000 sec): 3 clusters
  Score: Raw -2312019.669079 + Penalty 3217.917667 = -2308801.751413
  nChanged 10
		SP:Iteration 43Q (3573.710000 sec): 3 clusters
  Score: Raw -2312021.243383 + Penalty 3217.917667 = -2308803.325716
  nChanged 11
		SP:Iteration 44Q (3574.000000 sec): 3 clusters
  Score: Raw -2312022.763870 + Penalty 3217.917667 = -2308804.846203
  nChanged 12
		SP:Iteration 45Q (3574.280000 sec): 3 clusters
  Score: Raw -2312024.479098 + Penalty 3217.917667 = -2308806.561431
  nChanged 6
		SP:Iteration 46Q (3574.560000 sec): 3 clusters
  Score: Raw -2312025.542455 + Penalty 3217.917667 = -2308807.624788
  nChanged 3
		SP:Iteration 47Q (3574.830000 sec): 3 clusters
  Score: Raw -2312026.111570 + Penalty 3217.917667 = -2308808.193903
  nChanged 4
		SP:Iteration 48Q (3575.120000 sec): 3 clusters
  Score: Raw -2312026.578549 + Penalty 3217.917667 = -2308808.660882
  nChanged 5
		SP:Iteration 49Q (3575.410000 sec): 3 clusters
  Score: Raw -2312027.058946 + Penalty 3217.917667 = -2308809.141279
  nChanged 5
		SP:Iteration 50Q (3575.620000 sec): 3 clusters
  Score: Raw -2312027.973801 + Penalty 3217.917667 = -2308810.056134
  nChanged 4
		SP:Iteration 51Q (3575.950000 sec): 3 clusters
  Score: Raw -2312029.323789 + Penalty 3217.917667 = -2308811.406122
  nChanged 8
		SP:Iteration 52Q (3576.200000 sec): 3 clusters
  Score: Raw -2312030.548667 + Penalty 3217.917667 = -2308812.631000
  nChanged 14
		SP:Iteration 53Q (3576.450000 sec): 3 clusters
  Score: Raw -2312033.354244 + Penalty 3217.917667 = -2308815.436577
  nChanged 10
		SP:Iteration 54Q (3576.720000 sec): 3 clusters
  Score: Raw -2312034.797091 + Penalty 3217.917667 = -2308816.879425
  nChanged 6
		SP:Iteration 55Q (3577.010000 sec): 3 clusters
  Score: Raw -2312035.800294 + Penalty 3217.917667 = -2308817.882627
  nChanged 6
		SP:Iteration 56Q (3577.240000 sec): 3 clusters
  Score: Raw -2312036.461463 + Penalty 3217.917667 = -2308818.543796
  nChanged 7
		SP:Iteration 57Q (3577.540000 sec): 3 clusters
  Score: Raw -2312037.229117 + Penalty 3217.917667 = -2308819.311451
  nChanged 6
		SP:Iteration 58Q (3577.850000 sec): 3 clusters
  Score: Raw -2312038.607310 + Penalty 3217.917667 = -2308820.689643
  nChanged 7
		SP:Iteration 59Q (3578.160000 sec): 3 clusters
  Score: Raw -2312040.388297 + Penalty 3217.917667 = -2308822.470630
  nChanged 5
		SP:Iteration 60F (3578.470000 sec): 3 clusters
  Score: Raw -2312041.332994 + Penalty 3217.917667 = -2308823.415327
  nChanged 2
		SP:Iteration 61Q (3578.770000 sec): 3 clusters
  Score: Raw -2312041.673053 + Penalty 3217.917667 = -2308823.755386
  nChanged 1
		SP:Iteration 62Q (3578.990000 sec): 3 clusters
  Score: Raw -2312041.913796 + Penalty 3217.917667 = -2308823.996130
  nChanged 2
		SP:Iteration 63Q (3579.290000 sec): 3 clusters
  Score: Raw -2312042.259189 + Penalty 3217.917667 = -2308824.341522
  nChanged 1
		SP:Iteration 64Q (3579.540000 sec): 3 clusters
  Score: Raw -2312042.302876 + Penalty 3217.917667 = -2308824.385209
  nChanged 0
		SP:Iteration 65F (3579.870000 sec): 3 clusters
  Score: Raw -2312042.302876 + Penalty 3217.917667 = -2308824.385209
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 4 (6464 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3580.010000 sec): 2 clusters
  Score: Raw -722300.869870 + Penalty 1425.775585 = -720875.094284
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3580.260000 sec): 3 clusters
  Score: Raw -718969.861774 + Penalty 2851.551170 = -716118.310604
  nChanged 2712
		SP:Iteration 1F (3580.480000 sec): 3 clusters
  Score: Raw -721418.000423 + Penalty 2851.551170 = -718566.449253
  nChanged 835
		SP:Iteration 2F (3580.710000 sec): 3 clusters
  Score: Raw -722816.405500 + Penalty 2851.551170 = -719964.854330
  nChanged 679
		SP:Iteration 3F (3580.910000 sec): 3 clusters
  Score: Raw -723992.389038 + Penalty 2851.551170 = -721140.837868
  nChanged 523
		SP:Iteration 4F (3581.190000 sec): 3 clusters
  Score: Raw -724653.721051 + Penalty 2851.551170 = -721802.169881
  nChanged 361
		SP:Iteration 5F (3581.390000 sec): 3 clusters
  Score: Raw -725093.880509 + Penalty 2851.551170 = -722242.329339
  nChanged 282
		SP:Iteration 6Q (3581.640000 sec): 3 clusters
  Score: Raw -725573.193262 + Penalty 2851.551170 = -722721.642092
  nChanged 287
		SP:Iteration 7Q (3581.880000 sec): 3 clusters
  Score: Raw -726411.970668 + Penalty 2851.551170 = -723560.419498
  nChanged 276
		SP:Iteration 8Q (3582.170000 sec): 3 clusters
  Score: Raw -727116.458903 + Penalty 2851.551170 = -724264.907733
  nChanged 214
		SP:Iteration 9Q (3582.350000 sec): 3 clusters
  Score: Raw -727361.711163 + Penalty 2851.551170 = -724510.159993
  nChanged 138
		SP:Iteration 10Q (3582.530000 sec): 3 clusters
  Score: Raw -727472.517641 + Penalty 2851.551170 = -724620.966471
  nChanged 89
		SP:Iteration 11Q (3582.790000 sec): 3 clusters
  Score: Raw -727537.464863 + Penalty 2851.551170 = -724685.913692
  nChanged 71
		SP:Iteration 12Q (3583.050000 sec): 3 clusters
  Score: Raw -727587.114561 + Penalty 2851.551170 = -724735.563391
  nChanged 52
		SP:Iteration 13Q (3583.220000 sec): 3 clusters
  Score: Raw -727614.929599 + Penalty 2851.551170 = -724763.378429
  nChanged 46
		SP:Iteration 14Q (3583.470000 sec): 3 clusters
  Score: Raw -727639.303656 + Penalty 2851.551170 = -724787.752486
  nChanged 44
		SP:Iteration 15Q (3583.720000 sec): 3 clusters
  Score: Raw -727663.120483 + Penalty 2851.551170 = -724811.569313
  nChanged 29
		SP:Iteration 16Q (3583.950000 sec): 3 clusters
  Score: Raw -727677.097274 + Penalty 2851.551170 = -724825.546104
  nChanged 39
		SP:Iteration 17Q (3584.180000 sec): 3 clusters
  Score: Raw -727703.239763 + Penalty 2851.551170 = -724851.688593
  nChanged 45
		SP:Iteration 18Q (3584.380000 sec): 3 clusters
  Score: Raw -727732.359791 + Penalty 2851.551170 = -724880.808621
  nChanged 39
		SP:Iteration 19Q (3584.590000 sec): 3 clusters
  Score: Raw -727762.819398 + Penalty 2851.551170 = -724911.268228
  nChanged 46
		SP:Iteration 20F (3584.890000 sec): 3 clusters
  Score: Raw -727813.248590 + Penalty 2851.551170 = -724961.697420
  nChanged 57
		SP:Iteration 21Q (3585.120000 sec): 3 clusters
  Score: Raw -727875.771328 + Penalty 2851.551170 = -725024.220158
  nChanged 53
		SP:Iteration 22Q (3585.350000 sec): 3 clusters
  Score: Raw -727922.459143 + Penalty 2851.551170 = -725070.907973
  nChanged 40
		SP:Iteration 23Q (3585.530000 sec): 3 clusters
  Score: Raw -727967.343357 + Penalty 2851.551170 = -725115.792187
  nChanged 48
		SP:Iteration 24Q (3585.770000 sec): 3 clusters
  Score: Raw -728042.192557 + Penalty 2851.551170 = -725190.641387
  nChanged 38
		SP:Iteration 25Q (3585.990000 sec): 3 clusters
  Score: Raw -728106.280020 + Penalty 2851.551170 = -725254.728850
  nChanged 44
		SP:Iteration 26Q (3586.220000 sec): 3 clusters
  Score: Raw -728224.514340 + Penalty 2851.551170 = -725372.963170
  nChanged 41
		SP:Iteration 27Q (3586.480000 sec): 3 clusters
  Score: Raw -728388.274962 + Penalty 2851.551170 = -725536.723792
  nChanged 34
		SP:Iteration 28Q (3586.740000 sec): 3 clusters
  Score: Raw -728510.774009 + Penalty 2851.551170 = -725659.222839
  nChanged 27
		SP:Iteration 29Q (3586.980000 sec): 3 clusters
  Score: Raw -728580.290717 + Penalty 2851.551170 = -725728.739547
  nChanged 14
		SP:Iteration 30Q (3587.160000 sec): 3 clusters
  Score: Raw -728607.059430 + Penalty 2851.551170 = -725755.508260
  nChanged 8
		SP:Iteration 31Q (3587.400000 sec): 3 clusters
  Score: Raw -728614.212882 + Penalty 2851.551170 = -725762.661712
  nChanged 3
		SP:Iteration 32Q (3587.610000 sec): 3 clusters
  Score: Raw -728615.816284 + Penalty 2851.551170 = -725764.265114
  nChanged 2
		SP:Iteration 33Q (3587.840000 sec): 3 clusters
  Score: Raw -728616.394043 + Penalty 2851.551170 = -725764.842873
  nChanged 0
		SP:Iteration 34F (3588.050000 sec): 3 clusters
  Score: Raw -728616.394043 + Penalty 2851.551170 = -725764.842873
  nChanged 0
  Score: Raw -118556666.810575 + Penalty 87764.306882 = -118468902.503693

Splitting cluster 4 changes total score from -118458565.046374 to -118468902.503693

 So it's getting split into cluster 39.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 5 (123536 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3656.650000 sec): 2 clusters
  Score: Raw -15404562.303766 + Penalty 1905.196782 = -15402657.106984
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3657.350000 sec): 3 clusters
  Score: Raw -15323720.457493 + Penalty 3810.393564 = -15319910.063929
  nChanged 59136
		SP:Iteration 1F (3658.090000 sec): 3 clusters
  Score: Raw -15359084.868662 + Penalty 3810.393564 = -15355274.475098
  nChanged 5179
		SP:Iteration 2Q (3658.890000 sec): 3 clusters
  Score: Raw -15360853.969822 + Penalty 3810.393564 = -15357043.576257
  nChanged 6196
		SP:Iteration 3F (3659.670000 sec): 3 clusters
  Score: Raw -15363644.894719 + Penalty 3810.393564 = -15359834.501155
  nChanged 7473
		SP:Iteration 4F (3660.400000 sec): 3 clusters
  Score: Raw -15367907.840702 + Penalty 3810.393564 = -15364097.447138
  nChanged 8824
		SP:Iteration 5F (3661.120000 sec): 3 clusters
  Score: Raw -15374083.231601 + Penalty 3810.393564 = -15370272.838037
  nChanged 9358
		SP:Iteration 6F (3661.900000 sec): 3 clusters
  Score: Raw -15381886.485908 + Penalty 3810.393564 = -15378076.092343
  nChanged 8852
		SP:Iteration 7F (3662.630000 sec): 3 clusters
  Score: Raw -15390312.118200 + Penalty 3810.393564 = -15386501.724635
  nChanged 6938
		SP:Iteration 8F (3663.370000 sec): 3 clusters
  Score: Raw -15397422.601952 + Penalty 3810.393564 = -15393612.208388
  nChanged 4014
		SP:Iteration 9Q (3664.170000 sec): 3 clusters
  Score: Raw -15401429.233073 + Penalty 3810.393564 = -15397618.839508
  nChanged 2128
		SP:Iteration 10Q (3664.940000 sec): 3 clusters
  Score: Raw -15403160.148953 + Penalty 3810.393564 = -15399349.755389
  nChanged 1198
		SP:Iteration 11Q (3665.620000 sec): 3 clusters
  Score: Raw -15404000.772445 + Penalty 3810.393564 = -15400190.378880
  nChanged 674
		SP:Iteration 12Q (3666.410000 sec): 3 clusters
  Score: Raw -15404451.754530 + Penalty 3810.393564 = -15400641.360965
  nChanged 435
		SP:Iteration 13Q (3667.100000 sec): 3 clusters
  Score: Raw -15404712.650826 + Penalty 3810.393564 = -15400902.257261
  nChanged 303
		SP:Iteration 14Q (3667.770000 sec): 3 clusters
  Score: Raw -15404879.244202 + Penalty 3810.393564 = -15401068.850638
  nChanged 229
		SP:Iteration 15Q (3668.440000 sec): 3 clusters
  Score: Raw -15404993.169634 + Penalty 3810.393564 = -15401182.776070
  nChanged 186
		SP:Iteration 16Q (3669.090000 sec): 3 clusters
  Score: Raw -15405070.702634 + Penalty 3810.393564 = -15401260.309070
  nChanged 133
		SP:Iteration 17Q (3669.750000 sec): 3 clusters
  Score: Raw -15405118.603354 + Penalty 3810.393564 = -15401308.209790
  nChanged 113
		SP:Iteration 18Q (3670.450000 sec): 3 clusters
  Score: Raw -15405154.428311 + Penalty 3810.393564 = -15401344.034747
  nChanged 94
		SP:Iteration 19Q (3671.150000 sec): 3 clusters
  Score: Raw -15405188.840734 + Penalty 3810.393564 = -15401378.447170
  nChanged 70
		SP:Iteration 20F (3671.900000 sec): 3 clusters
  Score: Raw -15405208.323574 + Penalty 3810.393564 = -15401397.930010
  nChanged 63
		SP:Iteration 21Q (3672.720000 sec): 3 clusters
  Score: Raw -15405229.347182 + Penalty 3810.393564 = -15401418.953618
  nChanged 60
		SP:Iteration 22Q (3673.450000 sec): 3 clusters
  Score: Raw -15405248.377521 + Penalty 3810.393564 = -15401437.983957
  nChanged 59
		SP:Iteration 23Q (3674.260000 sec): 3 clusters
  Score: Raw -15405266.142912 + Penalty 3810.393564 = -15401455.749347
  nChanged 46
		SP:Iteration 24Q (3675.070000 sec): 3 clusters
  Score: Raw -15405282.161584 + Penalty 3810.393564 = -15401471.768020
  nChanged 41
		SP:Iteration 25Q (3675.850000 sec): 3 clusters
  Score: Raw -15405294.486658 + Penalty 3810.393564 = -15401484.093093
  nChanged 29
		SP:Iteration 26Q (3676.530000 sec): 3 clusters
  Score: Raw -15405300.303584 + Penalty 3810.393564 = -15401489.910020
  nChanged 18
		SP:Iteration 27Q (3677.390000 sec): 3 clusters
  Score: Raw -15405304.041231 + Penalty 3810.393564 = -15401493.647666
  nChanged 19
		SP:Iteration 28Q (3678.160000 sec): 3 clusters
  Score: Raw -15405307.706021 + Penalty 3810.393564 = -15401497.312457
  nChanged 16
		SP:Iteration 29Q (3678.860000 sec): 3 clusters
  Score: Raw -15405311.688753 + Penalty 3810.393564 = -15401501.295189
  nChanged 23
		SP:Iteration 30Q (3679.620000 sec): 3 clusters
  Score: Raw -15405315.887049 + Penalty 3810.393564 = -15401505.493485
  nChanged 8
		SP:Iteration 31Q (3680.260000 sec): 3 clusters
  Score: Raw -15405317.135395 + Penalty 3810.393564 = -15401506.741831
  nChanged 7
		SP:Iteration 32Q (3680.990000 sec): 3 clusters
  Score: Raw -15405318.545243 + Penalty 3810.393564 = -15401508.151678
  nChanged 5
		SP:Iteration 33Q (3681.600000 sec): 3 clusters
  Score: Raw -15405319.429554 + Penalty 3810.393564 = -15401509.035990
  nChanged 3
		SP:Iteration 34Q (3682.360000 sec): 3 clusters
  Score: Raw -15405320.213500 + Penalty 3810.393564 = -15401509.819935
  nChanged 4
		SP:Iteration 35Q (3683.150000 sec): 3 clusters
  Score: Raw -15405321.081656 + Penalty 3810.393564 = -15401510.688091
  nChanged 5
		SP:Iteration 36Q (3683.960000 sec): 3 clusters
  Score: Raw -15405321.758582 + Penalty 3810.393564 = -15401511.365018
  nChanged 1
		SP:Iteration 37Q (3684.680000 sec): 3 clusters
  Score: Raw -15405321.922509 + Penalty 3810.393564 = -15401511.528944
  nChanged 1
		SP:Iteration 38Q (3685.450000 sec): 3 clusters
  Score: Raw -15405321.971996 + Penalty 3810.393564 = -15401511.578432
  nChanged 0
		SP:Iteration 39F (3686.370000 sec): 3 clusters
  Score: Raw -15405321.971996 + Penalty 3810.393564 = -15401511.578432
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 6 (9058 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3686.590000 sec): 2 clusters
  Score: Raw -955433.543801 + Penalty 1480.603089 = -953952.940712
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3686.760000 sec): 3 clusters
  Score: Raw -950461.548277 + Penalty 2961.206178 = -947500.342099
  nChanged 3929
		SP:Iteration 1F (3686.960000 sec): 3 clusters
  Score: Raw -953717.846187 + Penalty 2961.206178 = -950756.640009
  nChanged 1074
		SP:Iteration 2F (3687.220000 sec): 3 clusters
  Score: Raw -955327.796579 + Penalty 2961.206178 = -952366.590401
  nChanged 974
		SP:Iteration 3F (3687.450000 sec): 3 clusters
  Score: Raw -957324.017570 + Penalty 2961.206178 = -954362.811392
  nChanged 933
		SP:Iteration 4F (3687.660000 sec): 3 clusters
  Score: Raw -959574.080652 + Penalty 2961.206178 = -956612.874474
  nChanged 697
		SP:Iteration 5F (3687.910000 sec): 3 clusters
  Score: Raw -961195.114785 + Penalty 2961.206178 = -958233.908607
  nChanged 380
		SP:Iteration 6Q (3688.140000 sec): 3 clusters
  Score: Raw -961808.788250 + Penalty 2961.206178 = -958847.582072
  nChanged 251
		SP:Iteration 7Q (3688.330000 sec): 3 clusters
  Score: Raw -962072.069507 + Penalty 2961.206178 = -959110.863329
  nChanged 179
		SP:Iteration 8Q (3688.600000 sec): 3 clusters
  Score: Raw -962206.266322 + Penalty 2961.206178 = -959245.060144
  nChanged 125
		SP:Iteration 9Q (3688.840000 sec): 3 clusters
  Score: Raw -962285.138829 + Penalty 2961.206178 = -959323.932652
  nChanged 102
		SP:Iteration 10Q (3689.040000 sec): 3 clusters
  Score: Raw -962335.987167 + Penalty 2961.206178 = -959374.780989
  nChanged 61
		SP:Iteration 11Q (3689.250000 sec): 3 clusters
  Score: Raw -962355.573161 + Penalty 2961.206178 = -959394.366984
  nChanged 47
		SP:Iteration 12Q (3689.470000 sec): 3 clusters
  Score: Raw -962368.535910 + Penalty 2961.206178 = -959407.329732
  nChanged 32
		SP:Iteration 13Q (3689.710000 sec): 3 clusters
  Score: Raw -962377.587502 + Penalty 2961.206178 = -959416.381324
  nChanged 25
		SP:Iteration 14Q (3689.920000 sec): 3 clusters
  Score: Raw -962383.531747 + Penalty 2961.206178 = -959422.325569
  nChanged 14
		SP:Iteration 15Q (3690.150000 sec): 3 clusters
  Score: Raw -962387.172414 + Penalty 2961.206178 = -959425.966237
  nChanged 17
		SP:Iteration 16Q (3690.440000 sec): 3 clusters
  Score: Raw -962392.318773 + Penalty 2961.206178 = -959431.112595
  nChanged 17
		SP:Iteration 17Q (3690.680000 sec): 3 clusters
  Score: Raw -962395.911699 + Penalty 2961.206178 = -959434.705521
  nChanged 9
		SP:Iteration 18Q (3690.890000 sec): 3 clusters
  Score: Raw -962397.242207 + Penalty 2961.206178 = -959436.036029
  nChanged 11
		SP:Iteration 19Q (3691.130000 sec): 3 clusters
  Score: Raw -962398.962980 + Penalty 2961.206178 = -959437.756803
  nChanged 9
		SP:Iteration 20F (3691.420000 sec): 3 clusters
  Score: Raw -962400.018327 + Penalty 2961.206178 = -959438.812149
  nChanged 9
		SP:Iteration 21Q (3691.690000 sec): 3 clusters
  Score: Raw -962401.151317 + Penalty 2961.206178 = -959439.945140
  nChanged 9
		SP:Iteration 22Q (3691.990000 sec): 3 clusters
  Score: Raw -962402.316130 + Penalty 2961.206178 = -959441.109953
  nChanged 6
		SP:Iteration 23Q (3692.230000 sec): 3 clusters
  Score: Raw -962403.142287 + Penalty 2961.206178 = -959441.936109
  nChanged 3
		SP:Iteration 24Q (3692.450000 sec): 3 clusters
  Score: Raw -962403.341977 + Penalty 2961.206178 = -959442.135799
  nChanged 0
		SP:Iteration 25F (3692.690000 sec): 3 clusters
  Score: Raw -962403.341977 + Penalty 2961.206178 = -959442.135799
  nChanged 0
  Score: Raw -118563636.608751 + Penalty 90014.673725 = -118473621.935025

Splitting cluster 6 changes total score from -118458565.046374 to -118473621.935025

 So it's getting split into cluster 40.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 7 (23328 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3768.090000 sec): 2 clusters
  Score: Raw -2641889.829776 + Penalty 1634.329066 = -2640255.500710
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3768.410000 sec): 3 clusters
  Score: Raw -2627861.652892 + Penalty 3268.658131 = -2624592.994761
  nChanged 10586
		SP:Iteration 1F (3768.730000 sec): 3 clusters
  Score: Raw -2634802.869170 + Penalty 3268.658131 = -2631534.211039
  nChanged 1896
		SP:Iteration 2F (3769.100000 sec): 3 clusters
  Score: Raw -2636388.636023 + Penalty 3268.658131 = -2633119.977891
  nChanged 1991
		SP:Iteration 3F (3769.420000 sec): 3 clusters
  Score: Raw -2638328.464979 + Penalty 3268.658131 = -2635059.806848
  nChanged 1930
		SP:Iteration 4F (3769.840000 sec): 3 clusters
  Score: Raw -2640483.735063 + Penalty 3268.658131 = -2637215.076931
  nChanged 1702
		SP:Iteration 5F (3770.120000 sec): 3 clusters
  Score: Raw -2642434.187652 + Penalty 3268.658131 = -2639165.529520
  nChanged 1398
		SP:Iteration 6F (3770.510000 sec): 3 clusters
  Score: Raw -2643693.268770 + Penalty 3268.658131 = -2640424.610639
  nChanged 1085
		SP:Iteration 7Q (3770.860000 sec): 3 clusters
  Score: Raw -2644476.944436 + Penalty 3268.658131 = -2641208.286305
  nChanged 909
		SP:Iteration 8Q (3771.180000 sec): 3 clusters
  Score: Raw -2645094.186287 + Penalty 3268.658131 = -2641825.528156
  nChanged 778
		SP:Iteration 9Q (3771.520000 sec): 3 clusters
  Score: Raw -2645655.000657 + Penalty 3268.658131 = -2642386.342526
  nChanged 753
		SP:Iteration 10Q (3771.800000 sec): 3 clusters
  Score: Raw -2646234.533357 + Penalty 3268.658131 = -2642965.875226
  nChanged 731
		SP:Iteration 11Q (3772.140000 sec): 3 clusters
  Score: Raw -2646838.791640 + Penalty 3268.658131 = -2643570.133509
  nChanged 715
		SP:Iteration 12Q (3772.440000 sec): 3 clusters
  Score: Raw -2647491.170812 + Penalty 3268.658131 = -2644222.512681
  nChanged 674
		SP:Iteration 13Q (3772.830000 sec): 3 clusters
  Score: Raw -2648219.037184 + Penalty 3268.658131 = -2644950.379053
  nChanged 638
		SP:Iteration 14Q (3773.130000 sec): 3 clusters
  Score: Raw -2649023.014379 + Penalty 3268.658131 = -2645754.356248
  nChanged 507
		SP:Iteration 15Q (3773.410000 sec): 3 clusters
  Score: Raw -2649605.840807 + Penalty 3268.658131 = -2646337.182675
  nChanged 375
		SP:Iteration 16Q (3773.780000 sec): 3 clusters
  Score: Raw -2650005.256625 + Penalty 3268.658131 = -2646736.598493
  nChanged 282
		SP:Iteration 17Q (3774.080000 sec): 3 clusters
  Score: Raw -2650294.181878 + Penalty 3268.658131 = -2647025.523747
  nChanged 191
		SP:Iteration 18Q (3774.390000 sec): 3 clusters
  Score: Raw -2650464.243753 + Penalty 3268.658131 = -2647195.585622
  nChanged 159
		SP:Iteration 19Q (3774.690000 sec): 3 clusters
  Score: Raw -2650572.571819 + Penalty 3268.658131 = -2647303.913687
  nChanged 110
		SP:Iteration 20F (3775.050000 sec): 3 clusters
  Score: Raw -2650658.951106 + Penalty 3268.658131 = -2647390.292975
  nChanged 105
		SP:Iteration 21Q (3775.350000 sec): 3 clusters
  Score: Raw -2650711.764874 + Penalty 3268.658131 = -2647443.106742
  nChanged 78
		SP:Iteration 22Q (3775.630000 sec): 3 clusters
  Score: Raw -2650733.138896 + Penalty 3268.658131 = -2647464.480765
  nChanged 53
		SP:Iteration 23Q (3775.960000 sec): 3 clusters
  Score: Raw -2650742.768258 + Penalty 3268.658131 = -2647474.110127
  nChanged 38
		SP:Iteration 24Q (3776.300000 sec): 3 clusters
  Score: Raw -2650748.976216 + Penalty 3268.658131 = -2647480.318085
  nChanged 26
		SP:Iteration 25Q (3776.600000 sec): 3 clusters
  Score: Raw -2650751.889173 + Penalty 3268.658131 = -2647483.231042
  nChanged 18
		SP:Iteration 26Q (3776.920000 sec): 3 clusters
  Score: Raw -2650753.951725 + Penalty 3268.658131 = -2647485.293594
  nChanged 8
		SP:Iteration 27Q (3777.230000 sec): 3 clusters
  Score: Raw -2650754.531848 + Penalty 3268.658131 = -2647485.873717
  nChanged 5
		SP:Iteration 28Q (3777.460000 sec): 3 clusters
  Score: Raw -2650754.814547 + Penalty 3268.658131 = -2647486.156415
  nChanged 6
		SP:Iteration 29Q (3777.740000 sec): 3 clusters
  Score: Raw -2650755.348524 + Penalty 3268.658131 = -2647486.690393
  nChanged 10
		SP:Iteration 30Q (3778.100000 sec): 3 clusters
  Score: Raw -2650756.019362 + Penalty 3268.658131 = -2647487.361230
  nChanged 7
		SP:Iteration 31Q (3778.410000 sec): 3 clusters
  Score: Raw -2650756.689383 + Penalty 3268.658131 = -2647488.031252
  nChanged 6
		SP:Iteration 32Q (3778.720000 sec): 3 clusters
  Score: Raw -2650757.165309 + Penalty 3268.658131 = -2647488.507177
  nChanged 5
		SP:Iteration 33Q (3779.030000 sec): 3 clusters
  Score: Raw -2650757.476844 + Penalty 3268.658131 = -2647488.818713
  nChanged 3
		SP:Iteration 34Q (3779.360000 sec): 3 clusters
  Score: Raw -2650757.647984 + Penalty 3268.658131 = -2647488.989853
  nChanged 1
		SP:Iteration 35Q (3779.640000 sec): 3 clusters
  Score: Raw -2650757.678909 + Penalty 3268.658131 = -2647489.020778
  nChanged 0
		SP:Iteration 36F (3779.900000 sec): 3 clusters
  Score: Raw -2650757.678909 + Penalty 3268.658131 = -2647489.020778
  nChanged 0
  Score: Raw -118572504.457884 + Penalty 92265.040569 = -118480239.417315

Splitting cluster 7 changes total score from -118458565.046374 to -118480239.417315

 So it's getting split into cluster 41.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 8 (16440 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3861.950000 sec): 2 clusters
  Score: Raw -1831893.223524 + Penalty 1577.464309 = -1830315.759215
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3862.210000 sec): 3 clusters
  Score: Raw -1822192.979759 + Penalty 3154.928617 = -1819038.051142
  nChanged 7375
		SP:Iteration 1F (3862.560000 sec): 3 clusters
  Score: Raw -1826745.185713 + Penalty 3154.928617 = -1823590.257096
  nChanged 1269
		SP:Iteration 2F (3862.780000 sec): 3 clusters
  Score: Raw -1827807.342084 + Penalty 3154.928617 = -1824652.413466
  nChanged 1325
		SP:Iteration 3F (3863.040000 sec): 3 clusters
  Score: Raw -1829412.734780 + Penalty 3154.928617 = -1826257.806163
  nChanged 1524
		SP:Iteration 4F (3863.300000 sec): 3 clusters
  Score: Raw -1831419.577319 + Penalty 3154.928617 = -1828264.648701
  nChanged 1502
		SP:Iteration 5F (3863.550000 sec): 3 clusters
  Score: Raw -1833237.704922 + Penalty 3154.928617 = -1830082.776304
  nChanged 1247
		SP:Iteration 6F (3863.810000 sec): 3 clusters
  Score: Raw -1834576.040063 + Penalty 3154.928617 = -1831421.111445
  nChanged 897
		SP:Iteration 7F (3864.100000 sec): 3 clusters
  Score: Raw -1835355.574044 + Penalty 3154.928617 = -1832200.645427
  nChanged 589
		SP:Iteration 8Q (3864.320000 sec): 3 clusters
  Score: Raw -1835758.363685 + Penalty 3154.928617 = -1832603.435067
  nChanged 359
		SP:Iteration 9Q (3864.620000 sec): 3 clusters
  Score: Raw -1835949.423113 + Penalty 3154.928617 = -1832794.494495
  nChanged 247
		SP:Iteration 10Q (3864.870000 sec): 3 clusters
  Score: Raw -1836058.382754 + Penalty 3154.928617 = -1832903.454136
  nChanged 199
		SP:Iteration 11Q (3865.190000 sec): 3 clusters
  Score: Raw -1836125.409359 + Penalty 3154.928617 = -1832970.480742
  nChanged 127
		SP:Iteration 12Q (3865.500000 sec): 3 clusters
  Score: Raw -1836160.147148 + Penalty 3154.928617 = -1833005.218530
  nChanged 112
		SP:Iteration 13Q (3865.780000 sec): 3 clusters
  Score: Raw -1836188.226760 + Penalty 3154.928617 = -1833033.298143
  nChanged 90
		SP:Iteration 14Q (3866.040000 sec): 3 clusters
  Score: Raw -1836207.203563 + Penalty 3154.928617 = -1833052.274946
  nChanged 74
		SP:Iteration 15Q (3866.390000 sec): 3 clusters
  Score: Raw -1836222.679649 + Penalty 3154.928617 = -1833067.751031
  nChanged 60
		SP:Iteration 16Q (3866.680000 sec): 3 clusters
  Score: Raw -1836233.631261 + Penalty 3154.928617 = -1833078.702644
  nChanged 48
		SP:Iteration 17Q (3866.900000 sec): 3 clusters
  Score: Raw -1836240.948612 + Penalty 3154.928617 = -1833086.019995
  nChanged 31
		SP:Iteration 18Q (3867.180000 sec): 3 clusters
  Score: Raw -1836246.037528 + Penalty 3154.928617 = -1833091.108911
  nChanged 27
		SP:Iteration 19Q (3867.440000 sec): 3 clusters
  Score: Raw -1836249.310588 + Penalty 3154.928617 = -1833094.381971
  nChanged 26
		SP:Iteration 20F (3867.700000 sec): 3 clusters
  Score: Raw -1836252.726802 + Penalty 3154.928617 = -1833097.798185
  nChanged 22
		SP:Iteration 21Q (3867.990000 sec): 3 clusters
  Score: Raw -1836256.214761 + Penalty 3154.928617 = -1833101.286144
  nChanged 28
		SP:Iteration 22Q (3868.280000 sec): 3 clusters
  Score: Raw -1836260.159108 + Penalty 3154.928617 = -1833105.230491
  nChanged 25
		SP:Iteration 23Q (3868.520000 sec): 3 clusters
  Score: Raw -1836263.349889 + Penalty 3154.928617 = -1833108.421271
  nChanged 22
		SP:Iteration 24Q (3868.800000 sec): 3 clusters
  Score: Raw -1836265.800242 + Penalty 3154.928617 = -1833110.871625
  nChanged 32
		SP:Iteration 25Q (3869.100000 sec): 3 clusters
  Score: Raw -1836269.368164 + Penalty 3154.928617 = -1833114.439547
  nChanged 26
		SP:Iteration 26Q (3869.410000 sec): 3 clusters
  Score: Raw -1836271.792025 + Penalty 3154.928617 = -1833116.863408
  nChanged 22
		SP:Iteration 27Q (3869.730000 sec): 3 clusters
  Score: Raw -1836274.403833 + Penalty 3154.928617 = -1833119.475216
  nChanged 16
		SP:Iteration 28Q (3870.100000 sec): 3 clusters
  Score: Raw -1836275.865921 + Penalty 3154.928617 = -1833120.937304
  nChanged 10
		SP:Iteration 29Q (3870.400000 sec): 3 clusters
  Score: Raw -1836276.590421 + Penalty 3154.928617 = -1833121.661804
  nChanged 12
		SP:Iteration 30Q (3870.770000 sec): 3 clusters
  Score: Raw -1836277.405508 + Penalty 3154.928617 = -1833122.476890
  nChanged 10
		SP:Iteration 31Q (3871.070000 sec): 3 clusters
  Score: Raw -1836278.284752 + Penalty 3154.928617 = -1833123.356134
  nChanged 14
		SP:Iteration 32Q (3871.370000 sec): 3 clusters
  Score: Raw -1836280.050890 + Penalty 3154.928617 = -1833125.122273
  nChanged 18
		SP:Iteration 33Q (3871.680000 sec): 3 clusters
  Score: Raw -1836281.823949 + Penalty 3154.928617 = -1833126.895332
  nChanged 16
		SP:Iteration 34Q (3871.990000 sec): 3 clusters
  Score: Raw -1836283.229413 + Penalty 3154.928617 = -1833128.300796
  nChanged 16
		SP:Iteration 35Q (3872.290000 sec): 3 clusters
  Score: Raw -1836284.392382 + Penalty 3154.928617 = -1833129.463765
  nChanged 8
		SP:Iteration 36Q (3872.560000 sec): 3 clusters
  Score: Raw -1836284.791852 + Penalty 3154.928617 = -1833129.863235
  nChanged 3
		SP:Iteration 37Q (3872.800000 sec): 3 clusters
  Score: Raw -1836284.912832 + Penalty 3154.928617 = -1833129.984214
  nChanged 2
		SP:Iteration 38Q (3873.060000 sec): 3 clusters
  Score: Raw -1836285.024676 + Penalty 3154.928617 = -1833130.096059
  nChanged 2
		SP:Iteration 39Q (3873.450000 sec): 3 clusters
  Score: Raw -1836285.186566 + Penalty 3154.928617 = -1833130.257948
  nChanged 4
		SP:Iteration 40F (3873.740000 sec): 3 clusters
  Score: Raw -1836285.406230 + Penalty 3154.928617 = -1833130.477613
  nChanged 3
		SP:Iteration 41Q (3873.990000 sec): 3 clusters
  Score: Raw -1836285.610728 + Penalty 3154.928617 = -1833130.682110
  nChanged 2
		SP:Iteration 42Q (3874.300000 sec): 3 clusters
  Score: Raw -1836285.669273 + Penalty 3154.928617 = -1833130.740656
  nChanged 2
		SP:Iteration 43Q (3874.670000 sec): 3 clusters
  Score: Raw -1836285.712299 + Penalty 3154.928617 = -1833130.783682
  nChanged 1
		SP:Iteration 44Q (3874.920000 sec): 3 clusters
  Score: Raw -1836285.793156 + Penalty 3154.928617 = -1833130.864539
  nChanged 1
		SP:Iteration 45Q (3875.220000 sec): 3 clusters
  Score: Raw -1836285.846723 + Penalty 3154.928617 = -1833130.918105
  nChanged 2
		SP:Iteration 46Q (3875.520000 sec): 3 clusters
  Score: Raw -1836286.004190 + Penalty 3154.928617 = -1833131.075573
  nChanged 2
		SP:Iteration 47Q (3875.850000 sec): 3 clusters
  Score: Raw -1836286.071459 + Penalty 3154.928617 = -1833131.142841
  nChanged 0
		SP:Iteration 48F (3876.130000 sec): 3 clusters
  Score: Raw -1836286.071459 + Penalty 3154.928617 = -1833131.142841
  nChanged 0
  Score: Raw -118576897.305818 + Penalty 94515.407412 = -118482381.898406

Splitting cluster 8 changes total score from -118458565.046374 to -118482381.898406

 So it's getting split into cluster 42.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 9 (11986 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3963.260000 sec): 2 clusters
  Score: Raw -1290030.233684 + Penalty 1526.117869 = -1288504.115815
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3963.540000 sec): 3 clusters
  Score: Raw -1283243.284456 + Penalty 3052.235739 = -1280191.048717
  nChanged 5160
		SP:Iteration 1F (3963.770000 sec): 3 clusters
  Score: Raw -1286947.379046 + Penalty 3052.235739 = -1283895.143308
  nChanged 1329
		SP:Iteration 2F (3964.100000 sec): 3 clusters
  Score: Raw -1288830.934801 + Penalty 3052.235739 = -1285778.699062
  nChanged 1489
		SP:Iteration 3F (3964.320000 sec): 3 clusters
  Score: Raw -1291240.497317 + Penalty 3052.235739 = -1288188.261579
  nChanged 1219
		SP:Iteration 4F (3964.620000 sec): 3 clusters
  Score: Raw -1292821.486029 + Penalty 3052.235739 = -1289769.250290
  nChanged 804
		SP:Iteration 5F (3964.830000 sec): 3 clusters
  Score: Raw -1293586.823779 + Penalty 3052.235739 = -1290534.588040
  nChanged 490
		SP:Iteration 6Q (3965.050000 sec): 3 clusters
  Score: Raw -1293921.886235 + Penalty 3052.235739 = -1290869.650496
  nChanged 286
		SP:Iteration 7Q (3965.300000 sec): 3 clusters
  Score: Raw -1294046.497235 + Penalty 3052.235739 = -1290994.261496
  nChanged 177
		SP:Iteration 8Q (3965.550000 sec): 3 clusters
  Score: Raw -1294109.236093 + Penalty 3052.235739 = -1291057.000354
  nChanged 122
		SP:Iteration 9Q (3965.850000 sec): 3 clusters
  Score: Raw -1294147.435855 + Penalty 3052.235739 = -1291095.200116
  nChanged 95
		SP:Iteration 10Q (3966.110000 sec): 3 clusters
  Score: Raw -1294178.553232 + Penalty 3052.235739 = -1291126.317493
  nChanged 87
		SP:Iteration 11Q (3966.430000 sec): 3 clusters
  Score: Raw -1294200.753271 + Penalty 3052.235739 = -1291148.517532
  nChanged 73
		SP:Iteration 12Q (3966.650000 sec): 3 clusters
  Score: Raw -1294218.069015 + Penalty 3052.235739 = -1291165.833276
  nChanged 53
		SP:Iteration 13Q (3966.860000 sec): 3 clusters
  Score: Raw -1294237.432541 + Penalty 3052.235739 = -1291185.196802
  nChanged 66
		SP:Iteration 14Q (3967.070000 sec): 3 clusters
  Score: Raw -1294261.794375 + Penalty 3052.235739 = -1291209.558636
  nChanged 77
		SP:Iteration 15Q (3967.330000 sec): 3 clusters
  Score: Raw -1294289.567384 + Penalty 3052.235739 = -1291237.331645
  nChanged 78
		SP:Iteration 16Q (3967.530000 sec): 3 clusters
  Score: Raw -1294316.482387 + Penalty 3052.235739 = -1291264.246648
  nChanged 65
		SP:Iteration 17Q (3967.830000 sec): 3 clusters
  Score: Raw -1294336.866132 + Penalty 3052.235739 = -1291284.630393
  nChanged 77
		SP:Iteration 18Q (3968.090000 sec): 3 clusters
  Score: Raw -1294364.785046 + Penalty 3052.235739 = -1291312.549307
  nChanged 78
		SP:Iteration 19Q (3968.400000 sec): 3 clusters
  Score: Raw -1294393.801315 + Penalty 3052.235739 = -1291341.565576
  nChanged 74
		SP:Iteration 20F (3968.630000 sec): 3 clusters
  Score: Raw -1294420.712115 + Penalty 3052.235739 = -1291368.476376
  nChanged 59
		SP:Iteration 21Q (3968.870000 sec): 3 clusters
  Score: Raw -1294441.682585 + Penalty 3052.235739 = -1291389.446846
  nChanged 72
		SP:Iteration 22Q (3969.130000 sec): 3 clusters
  Score: Raw -1294464.230111 + Penalty 3052.235739 = -1291411.994372
  nChanged 65
		SP:Iteration 23Q (3969.360000 sec): 3 clusters
  Score: Raw -1294481.273957 + Penalty 3052.235739 = -1291429.038218
  nChanged 52
		SP:Iteration 24Q (3969.600000 sec): 3 clusters
  Score: Raw -1294489.708477 + Penalty 3052.235739 = -1291437.472738
  nChanged 38
		SP:Iteration 25Q (3969.850000 sec): 3 clusters
  Score: Raw -1294496.437282 + Penalty 3052.235739 = -1291444.201543
  nChanged 32
		SP:Iteration 26Q (3970.100000 sec): 3 clusters
  Score: Raw -1294501.057260 + Penalty 3052.235739 = -1291448.821521
  nChanged 25
		SP:Iteration 27Q (3970.330000 sec): 3 clusters
  Score: Raw -1294503.720786 + Penalty 3052.235739 = -1291451.485047
  nChanged 18
		SP:Iteration 28Q (3970.570000 sec): 3 clusters
  Score: Raw -1294505.793017 + Penalty 3052.235739 = -1291453.557278
  nChanged 19
		SP:Iteration 29Q (3970.840000 sec): 3 clusters
  Score: Raw -1294508.678701 + Penalty 3052.235739 = -1291456.442962
  nChanged 19
		SP:Iteration 30Q (3971.090000 sec): 3 clusters
  Score: Raw -1294512.544106 + Penalty 3052.235739 = -1291460.308367
  nChanged 23
		SP:Iteration 31Q (3971.450000 sec): 3 clusters
  Score: Raw -1294515.678181 + Penalty 3052.235739 = -1291463.442442
  nChanged 14
		SP:Iteration 32Q (3971.660000 sec): 3 clusters
  Score: Raw -1294517.785873 + Penalty 3052.235739 = -1291465.550134
  nChanged 10
		SP:Iteration 33Q (3971.880000 sec): 3 clusters
  Score: Raw -1294519.105664 + Penalty 3052.235739 = -1291466.869926
  nChanged 11
		SP:Iteration 34Q (3972.210000 sec): 3 clusters
  Score: Raw -1294519.941024 + Penalty 3052.235739 = -1291467.705285
  nChanged 13
		SP:Iteration 35Q (3972.420000 sec): 3 clusters
  Score: Raw -1294521.034603 + Penalty 3052.235739 = -1291468.798864
  nChanged 9
		SP:Iteration 36Q (3972.690000 sec): 3 clusters
  Score: Raw -1294521.783307 + Penalty 3052.235739 = -1291469.547568
  nChanged 12
		SP:Iteration 37Q (3972.960000 sec): 3 clusters
  Score: Raw -1294523.124222 + Penalty 3052.235739 = -1291470.888483
  nChanged 9
		SP:Iteration 38Q (3973.230000 sec): 3 clusters
  Score: Raw -1294524.163718 + Penalty 3052.235739 = -1291471.927979
  nChanged 9
		SP:Iteration 39Q (3973.510000 sec): 3 clusters
  Score: Raw -1294525.060176 + Penalty 3052.235739 = -1291472.824438
  nChanged 12
		SP:Iteration 40F (3973.720000 sec): 3 clusters
  Score: Raw -1294526.875694 + Penalty 3052.235739 = -1291474.639956
  nChanged 13
		SP:Iteration 41Q (3974.030000 sec): 3 clusters
  Score: Raw -1294528.366125 + Penalty 3052.235739 = -1291476.130386
  nChanged 12
		SP:Iteration 42Q (3974.280000 sec): 3 clusters
  Score: Raw -1294530.275346 + Penalty 3052.235739 = -1291478.039607
  nChanged 14
		SP:Iteration 43Q (3974.490000 sec): 3 clusters
  Score: Raw -1294531.609983 + Penalty 3052.235739 = -1291479.374244
  nChanged 9
		SP:Iteration 44Q (3974.750000 sec): 3 clusters
  Score: Raw -1294532.271703 + Penalty 3052.235739 = -1291480.035964
  nChanged 6
		SP:Iteration 45Q (3974.980000 sec): 3 clusters
  Score: Raw -1294533.167889 + Penalty 3052.235739 = -1291480.932151
  nChanged 6
		SP:Iteration 46Q (3975.290000 sec): 3 clusters
  Score: Raw -1294533.757165 + Penalty 3052.235739 = -1291481.521426
  nChanged 6
		SP:Iteration 47Q (3975.480000 sec): 3 clusters
  Score: Raw -1294534.349000 + Penalty 3052.235739 = -1291482.113261
  nChanged 4
		SP:Iteration 48Q (3975.730000 sec): 3 clusters
  Score: Raw -1294534.561523 + Penalty 3052.235739 = -1291482.325784
  nChanged 3
		SP:Iteration 49Q (3975.970000 sec): 3 clusters
  Score: Raw -1294534.663434 + Penalty 3052.235739 = -1291482.427695
  nChanged 2
		SP:Iteration 50Q (3976.180000 sec): 3 clusters
  Score: Raw -1294534.864190 + Penalty 3052.235739 = -1291482.628452
  nChanged 3
		SP:Iteration 51Q (3976.440000 sec): 3 clusters
  Score: Raw -1294535.027732 + Penalty 3052.235739 = -1291482.791993
  nChanged 1
		SP:Iteration 52Q (3976.700000 sec): 3 clusters
  Score: Raw -1294535.067078 + Penalty 3052.235739 = -1291482.831340
  nChanged 0
		SP:Iteration 53F (3977.020000 sec): 3 clusters
  Score: Raw -1294535.067078 + Penalty 3052.235739 = -1291482.831340
  nChanged 0
  Score: Raw -118581402.139213 + Penalty 96765.774255 = -118484636.364958

Splitting cluster 9 changes total score from -118458565.046374 to -118484636.364958

 So it's getting split into cluster 43.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 10 (7898 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4081.610000 sec): 2 clusters
  Score: Raw -968919.848680 + Penalty 1458.334287 = -967461.514393
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4081.890000 sec): 3 clusters
  Score: Raw -964520.792199 + Penalty 2916.668574 = -961604.123625
  nChanged 3340
		SP:Iteration 1F (4082.080000 sec): 3 clusters
  Score: Raw -966291.358401 + Penalty 2916.668574 = -963374.689827
  nChanged 513
		SP:Iteration 2F (4082.300000 sec): 3 clusters
  Score: Raw -966525.947428 + Penalty 2916.668574 = -963609.278855
  nChanged 446
		SP:Iteration 3F (4082.450000 sec): 3 clusters
  Score: Raw -966722.201628 + Penalty 2916.668574 = -963805.533054
  nChanged 392
		SP:Iteration 4Q (4082.720000 sec): 3 clusters
  Score: Raw -966909.471084 + Penalty 2916.668574 = -963992.802510
  nChanged 373
		SP:Iteration 5Q (4082.910000 sec): 3 clusters
  Score: Raw -967113.426141 + Penalty 2916.668574 = -964196.757567
  nChanged 385
		SP:Iteration 6Q (4083.160000 sec): 3 clusters
  Score: Raw -967374.117155 + Penalty 2916.668574 = -964457.448581
  nChanged 407
		SP:Iteration 7F (4083.390000 sec): 3 clusters
  Score: Raw -967691.385300 + Penalty 2916.668574 = -964774.716726
  nChanged 434
		SP:Iteration 8F (4083.590000 sec): 3 clusters
  Score: Raw -968042.461909 + Penalty 2916.668574 = -965125.793335
  nChanged 375
		SP:Iteration 9Q (4083.810000 sec): 3 clusters
  Score: Raw -968328.164751 + Penalty 2916.668574 = -965411.496177
  nChanged 323
		SP:Iteration 10Q (4084.030000 sec): 3 clusters
  Score: Raw -968572.428643 + Penalty 2916.668574 = -965655.760069
  nChanged 285
		SP:Iteration 11Q (4084.250000 sec): 3 clusters
  Score: Raw -968771.895753 + Penalty 2916.668574 = -965855.227180
  nChanged 228
		SP:Iteration 12Q (4084.550000 sec): 3 clusters
  Score: Raw -968943.667364 + Penalty 2916.668574 = -966026.998791
  nChanged 199
		SP:Iteration 13Q (4084.780000 sec): 3 clusters
  Score: Raw -969090.624168 + Penalty 2916.668574 = -966173.955594
  nChanged 146
		SP:Iteration 14Q (4084.960000 sec): 3 clusters
  Score: Raw -969206.199037 + Penalty 2916.668574 = -966289.530463
  nChanged 131
		SP:Iteration 15Q (4085.150000 sec): 3 clusters
  Score: Raw -969321.280226 + Penalty 2916.668574 = -966404.611652
  nChanged 106
		SP:Iteration 16Q (4085.370000 sec): 3 clusters
  Score: Raw -969431.773570 + Penalty 2916.668574 = -966515.104997
  nChanged 107
		SP:Iteration 17Q (4085.580000 sec): 3 clusters
  Score: Raw -969533.192621 + Penalty 2916.668574 = -966616.524047
  nChanged 70
		SP:Iteration 18Q (4085.810000 sec): 3 clusters
  Score: Raw -969581.524652 + Penalty 2916.668574 = -966664.856078
  nChanged 51
		SP:Iteration 19Q (4086.050000 sec): 3 clusters
  Score: Raw -969610.635602 + Penalty 2916.668574 = -966693.967029
  nChanged 38
		SP:Iteration 20F (4086.210000 sec): 3 clusters
  Score: Raw -969627.575883 + Penalty 2916.668574 = -966710.907309
  nChanged 21
		SP:Iteration 21Q (4086.400000 sec): 3 clusters
  Score: Raw -969636.484393 + Penalty 2916.668574 = -966719.815819
  nChanged 17
		SP:Iteration 22Q (4086.570000 sec): 3 clusters
  Score: Raw -969641.546925 + Penalty 2916.668574 = -966724.878352
  nChanged 7
		SP:Iteration 23Q (4086.750000 sec): 3 clusters
  Score: Raw -969643.586487 + Penalty 2916.668574 = -966726.917913
  nChanged 4
		SP:Iteration 24Q (4086.940000 sec): 3 clusters
  Score: Raw -969644.997654 + Penalty 2916.668574 = -966728.329081
  nChanged 4
		SP:Iteration 25Q (4087.130000 sec): 3 clusters
  Score: Raw -969646.282159 + Penalty 2916.668574 = -966729.613586
  nChanged 3
		SP:Iteration 26Q (4087.360000 sec): 3 clusters
  Score: Raw -969647.369064 + Penalty 2916.668574 = -966730.700491
  nChanged 3
		SP:Iteration 27Q (4087.590000 sec): 3 clusters
  Score: Raw -969648.554288 + Penalty 2916.668574 = -966731.885714
  nChanged 1
		SP:Iteration 28Q (4087.850000 sec): 3 clusters
  Score: Raw -969648.606027 + Penalty 2916.668574 = -966731.937454
  nChanged 0
		SP:Iteration 29F (4088.030000 sec): 3 clusters
  Score: Raw -969648.606027 + Penalty 2916.668574 = -966731.937454
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 11 (24076 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4088.290000 sec): 2 clusters
  Score: Raw -2862735.720315 + Penalty 1639.457751 = -2861096.262565
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4088.660000 sec): 3 clusters
  Score: Raw -2848127.557045 + Penalty 3278.915501 = -2844848.641544
  nChanged 10996
		SP:Iteration 1F (4088.980000 sec): 3 clusters
  Score: Raw -2855644.835047 + Penalty 3278.915501 = -2852365.919546
  nChanged 2312
		SP:Iteration 2F (4089.280000 sec): 3 clusters
  Score: Raw -2858672.103939 + Penalty 3278.915501 = -2855393.188438
  nChanged 3157
		SP:Iteration 3F (4089.590000 sec): 3 clusters
  Score: Raw -2863834.000211 + Penalty 3278.915501 = -2860555.084709
  nChanged 2919
		SP:Iteration 4F (4089.990000 sec): 3 clusters
  Score: Raw -2867482.670584 + Penalty 3278.915501 = -2864203.755083
  nChanged 1597
		SP:Iteration 5F (4090.280000 sec): 3 clusters
  Score: Raw -2868749.521753 + Penalty 3278.915501 = -2865470.606252
  nChanged 864
		SP:Iteration 6Q (4090.560000 sec): 3 clusters
  Score: Raw -2869249.059004 + Penalty 3278.915501 = -2865970.143503
  nChanged 516
		SP:Iteration 7Q (4090.930000 sec): 3 clusters
  Score: Raw -2869494.718199 + Penalty 3278.915501 = -2866215.802698
  nChanged 370
		SP:Iteration 8Q (4091.210000 sec): 3 clusters
  Score: Raw -2869635.603082 + Penalty 3278.915501 = -2866356.687581
  nChanged 269
		SP:Iteration 9Q (4091.540000 sec): 3 clusters
  Score: Raw -2869727.780387 + Penalty 3278.915501 = -2866448.864886
  nChanged 215
		SP:Iteration 10Q (4091.870000 sec): 3 clusters
  Score: Raw -2869791.705382 + Penalty 3278.915501 = -2866512.789881
  nChanged 192
		SP:Iteration 11Q (4092.170000 sec): 3 clusters
  Score: Raw -2869836.267291 + Penalty 3278.915501 = -2866557.351790
  nChanged 149
		SP:Iteration 12Q (4092.480000 sec): 3 clusters
  Score: Raw -2869862.707083 + Penalty 3278.915501 = -2866583.791582
  nChanged 116
		SP:Iteration 13Q (4092.820000 sec): 3 clusters
  Score: Raw -2869880.140487 + Penalty 3278.915501 = -2866601.224986
  nChanged 90
		SP:Iteration 14Q (4093.170000 sec): 3 clusters
  Score: Raw -2869892.812401 + Penalty 3278.915501 = -2866613.896900
  nChanged 80
		SP:Iteration 15Q (4093.520000 sec): 3 clusters
  Score: Raw -2869902.150444 + Penalty 3278.915501 = -2866623.234943
  nChanged 53
		SP:Iteration 16Q (4093.780000 sec): 3 clusters
  Score: Raw -2869907.511188 + Penalty 3278.915501 = -2866628.595687
  nChanged 40
		SP:Iteration 17Q (4094.050000 sec): 3 clusters
  Score: Raw -2869911.176286 + Penalty 3278.915501 = -2866632.260785
  nChanged 38
		SP:Iteration 18Q (4094.380000 sec): 3 clusters
  Score: Raw -2869914.809175 + Penalty 3278.915501 = -2866635.893674
  nChanged 36
		SP:Iteration 19Q (4094.690000 sec): 3 clusters
  Score: Raw -2869918.205065 + Penalty 3278.915501 = -2866639.289564
  nChanged 35
		SP:Iteration 20F (4094.980000 sec): 3 clusters
  Score: Raw -2869921.959993 + Penalty 3278.915501 = -2866643.044491
  nChanged 30
		SP:Iteration 21Q (4095.290000 sec): 3 clusters
  Score: Raw -2869925.150740 + Penalty 3278.915501 = -2866646.235238
  nChanged 37
		SP:Iteration 22Q (4095.610000 sec): 3 clusters
  Score: Raw -2869929.236137 + Penalty 3278.915501 = -2866650.320636
  nChanged 43
		SP:Iteration 23Q (4095.920000 sec): 3 clusters
  Score: Raw -2869934.481420 + Penalty 3278.915501 = -2866655.565919
  nChanged 39
		SP:Iteration 24Q (4096.220000 sec): 3 clusters
  Score: Raw -2869939.208905 + Penalty 3278.915501 = -2866660.293404
  nChanged 43
		SP:Iteration 25Q (4096.580000 sec): 3 clusters
  Score: Raw -2869944.161177 + Penalty 3278.915501 = -2866665.245676
  nChanged 43
		SP:Iteration 26Q (4096.890000 sec): 3 clusters
  Score: Raw -2869948.460691 + Penalty 3278.915501 = -2866669.545190
  nChanged 36
		SP:Iteration 27Q (4097.230000 sec): 3 clusters
  Score: Raw -2869952.135116 + Penalty 3278.915501 = -2866673.219615
  nChanged 33
		SP:Iteration 28Q (4097.590000 sec): 3 clusters
  Score: Raw -2869955.479754 + Penalty 3278.915501 = -2866676.564253
  nChanged 27
		SP:Iteration 29Q (4097.980000 sec): 3 clusters
  Score: Raw -2869957.530121 + Penalty 3278.915501 = -2866678.614620
  nChanged 22
		SP:Iteration 30Q (4098.250000 sec): 3 clusters
  Score: Raw -2869959.538845 + Penalty 3278.915501 = -2866680.623344
  nChanged 25
		SP:Iteration 31Q (4098.650000 sec): 3 clusters
  Score: Raw -2869961.853130 + Penalty 3278.915501 = -2866682.937628
  nChanged 21
		SP:Iteration 32Q (4098.940000 sec): 3 clusters
  Score: Raw -2869963.739051 + Penalty 3278.915501 = -2866684.823550
  nChanged 19
		SP:Iteration 33Q (4099.230000 sec): 3 clusters
  Score: Raw -2869965.296221 + Penalty 3278.915501 = -2866686.380720
  nChanged 15
		SP:Iteration 34Q (4099.530000 sec): 3 clusters
  Score: Raw -2869966.500143 + Penalty 3278.915501 = -2866687.584642
  nChanged 15
		SP:Iteration 35Q (4099.870000 sec): 3 clusters
  Score: Raw -2869967.918281 + Penalty 3278.915501 = -2866689.002780
  nChanged 15
		SP:Iteration 36Q (4100.210000 sec): 3 clusters
  Score: Raw -2869969.403583 + Penalty 3278.915501 = -2866690.488082
  nChanged 18
		SP:Iteration 37Q (4100.510000 sec): 3 clusters
  Score: Raw -2869971.224385 + Penalty 3278.915501 = -2866692.308884
  nChanged 19
		SP:Iteration 38Q (4100.850000 sec): 3 clusters
  Score: Raw -2869972.865861 + Penalty 3278.915501 = -2866693.950360
  nChanged 16
		SP:Iteration 39Q (4101.160000 sec): 3 clusters
  Score: Raw -2869974.091457 + Penalty 3278.915501 = -2866695.175956
  nChanged 20
		SP:Iteration 40F (4101.490000 sec): 3 clusters
  Score: Raw -2869975.684684 + Penalty 3278.915501 = -2866696.769182
  nChanged 21
		SP:Iteration 41Q (4101.780000 sec): 3 clusters
  Score: Raw -2869977.322784 + Penalty 3278.915501 = -2866698.407282
  nChanged 15
		SP:Iteration 42Q (4102.170000 sec): 3 clusters
  Score: Raw -2869978.540365 + Penalty 3278.915501 = -2866699.624864
  nChanged 11
		SP:Iteration 43Q (4102.510000 sec): 3 clusters
  Score: Raw -2869979.261792 + Penalty 3278.915501 = -2866700.346291
  nChanged 11
		SP:Iteration 44Q (4102.860000 sec): 3 clusters
  Score: Raw -2869979.983594 + Penalty 3278.915501 = -2866701.068093
  nChanged 8
		SP:Iteration 45Q (4103.170000 sec): 3 clusters
  Score: Raw -2869980.385920 + Penalty 3278.915501 = -2866701.470419
  nChanged 8
		SP:Iteration 46Q (4103.460000 sec): 3 clusters
  Score: Raw -2869980.829243 + Penalty 3278.915501 = -2866701.913742
  nChanged 7
		SP:Iteration 47Q (4103.810000 sec): 3 clusters
  Score: Raw -2869981.171548 + Penalty 3278.915501 = -2866702.256047
  nChanged 7
		SP:Iteration 48Q (4104.120000 sec): 3 clusters
  Score: Raw -2869981.693853 + Penalty 3278.915501 = -2866702.778352
  nChanged 11
		SP:Iteration 49Q (4104.460000 sec): 3 clusters
  Score: Raw -2869982.274457 + Penalty 3278.915501 = -2866703.358956
  nChanged 6
		SP:Iteration 50Q (4104.750000 sec): 3 clusters
  Score: Raw -2869982.576220 + Penalty 3278.915501 = -2866703.660719
  nChanged 6
		SP:Iteration 51Q (4105.060000 sec): 3 clusters
  Score: Raw -2869982.906451 + Penalty 3278.915501 = -2866703.990950
  nChanged 5
		SP:Iteration 52Q (4105.380000 sec): 3 clusters
  Score: Raw -2869983.178319 + Penalty 3278.915501 = -2866704.262818
  nChanged 2
		SP:Iteration 53Q (4105.710000 sec): 3 clusters
  Score: Raw -2869983.270600 + Penalty 3278.915501 = -2866704.355098
  nChanged 1
		SP:Iteration 54Q (4106.000000 sec): 3 clusters
  Score: Raw -2869983.455662 + Penalty 3278.915501 = -2866704.540161
  nChanged 3
		SP:Iteration 55Q (4106.310000 sec): 3 clusters
  Score: Raw -2869983.610959 + Penalty 3278.915501 = -2866704.695458
  nChanged 4
		SP:Iteration 56Q (4106.680000 sec): 3 clusters
  Score: Raw -2869983.787990 + Penalty 3278.915501 = -2866704.872489
  nChanged 2
		SP:Iteration 57Q (4106.950000 sec): 3 clusters
  Score: Raw -2869983.935691 + Penalty 3278.915501 = -2866705.020190
  nChanged 6
		SP:Iteration 58Q (4107.240000 sec): 3 clusters
  Score: Raw -2869984.286088 + Penalty 3278.915501 = -2866705.370587
  nChanged 1
		SP:Iteration 59Q (4107.530000 sec): 3 clusters
  Score: Raw -2869984.456242 + Penalty 3278.915501 = -2866705.540741
  nChanged 3
		SP:Iteration 60F (4107.880000 sec): 3 clusters
  Score: Raw -2869984.737731 + Penalty 3278.915501 = -2866705.822230
  nChanged 3
		SP:Iteration 61Q (4108.200000 sec): 3 clusters
  Score: Raw -2869984.873434 + Penalty 3278.915501 = -2866705.957933
  nChanged 1
		SP:Iteration 62Q (4108.540000 sec): 3 clusters
  Score: Raw -2869984.921982 + Penalty 3278.915501 = -2866706.006481
  nChanged 3
		SP:Iteration 63Q (4108.840000 sec): 3 clusters
  Score: Raw -2869985.044649 + Penalty 3278.915501 = -2866706.129148
  nChanged 3
		SP:Iteration 64Q (4109.140000 sec): 3 clusters
  Score: Raw -2869985.259191 + Penalty 3278.915501 = -2866706.343690
  nChanged 6
		SP:Iteration 65Q (4109.520000 sec): 3 clusters
  Score: Raw -2869985.465404 + Penalty 3278.915501 = -2866706.549903
  nChanged 2
		SP:Iteration 66Q (4109.820000 sec): 3 clusters
  Score: Raw -2869985.557099 + Penalty 3278.915501 = -2866706.641598
  nChanged 1
		SP:Iteration 67Q (4110.160000 sec): 3 clusters
  Score: Raw -2869985.631811 + Penalty 3278.915501 = -2866706.716310
  nChanged 1
		SP:Iteration 68Q (4110.450000 sec): 3 clusters
  Score: Raw -2869985.671941 + Penalty 3278.915501 = -2866706.756440
  nChanged 1
		SP:Iteration 69Q (4110.810000 sec): 3 clusters
  Score: Raw -2869985.718509 + Penalty 3278.915501 = -2866706.803008
  nChanged 0
		SP:Iteration 70F (4111.150000 sec): 3 clusters
  Score: Raw -2869985.718509 + Penalty 3278.915501 = -2866706.803008
  nChanged 0
  Score: Raw -118588652.137407 + Penalty 99016.141098 = -118489635.996309

Splitting cluster 11 changes total score from -118458565.046374 to -118489635.996309

 So it's getting split into cluster 44.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 12 (15341 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4207.410000 sec): 2 clusters
  Score: Raw -1692427.822348 + Penalty 1566.221193 = -1690861.601155
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4207.730000 sec): 3 clusters
  Score: Raw -1683478.581091 + Penalty 3132.442385 = -1680346.138705
  nChanged 6913
		SP:Iteration 1F (4207.990000 sec): 3 clusters
  Score: Raw -1689493.631759 + Penalty 3132.442385 = -1686361.189374
  nChanged 1872
		SP:Iteration 2F (4208.230000 sec): 3 clusters
  Score: Raw -1692576.781390 + Penalty 3132.442385 = -1689444.339005
  nChanged 1975
		SP:Iteration 3F (4208.430000 sec): 3 clusters
  Score: Raw -1695599.521502 + Penalty 3132.442385 = -1692467.079117
  nChanged 1482
		SP:Iteration 4F (4208.750000 sec): 3 clusters
  Score: Raw -1697173.384288 + Penalty 3132.442385 = -1694040.941903
  nChanged 818
		SP:Iteration 5F (4208.960000 sec): 3 clusters
  Score: Raw -1697742.262833 + Penalty 3132.442385 = -1694609.820448
  nChanged 438
		SP:Iteration 6Q (4209.240000 sec): 3 clusters
  Score: Raw -1697942.687835 + Penalty 3132.442385 = -1694810.245450
  nChanged 246
		SP:Iteration 7Q (4209.460000 sec): 3 clusters
  Score: Raw -1698032.845322 + Penalty 3132.442385 = -1694900.402937
  nChanged 169
		SP:Iteration 8Q (4209.700000 sec): 3 clusters
  Score: Raw -1698086.289691 + Penalty 3132.442385 = -1694953.847306
  nChanged 110
		SP:Iteration 9Q (4210.000000 sec): 3 clusters
  Score: Raw -1698114.078946 + Penalty 3132.442385 = -1694981.636561
  nChanged 86
		SP:Iteration 10Q (4210.240000 sec): 3 clusters
  Score: Raw -1698135.500227 + Penalty 3132.442385 = -1695003.057842
  nChanged 83
		SP:Iteration 11Q (4210.570000 sec): 3 clusters
  Score: Raw -1698151.804083 + Penalty 3132.442385 = -1695019.361697
  nChanged 64
		SP:Iteration 12Q (4210.790000 sec): 3 clusters
  Score: Raw -1698163.301824 + Penalty 3132.442385 = -1695030.859439
  nChanged 52
		SP:Iteration 13Q (4211.030000 sec): 3 clusters
  Score: Raw -1698172.952054 + Penalty 3132.442385 = -1695040.509669
  nChanged 55
		SP:Iteration 14Q (4211.290000 sec): 3 clusters
  Score: Raw -1698183.285971 + Penalty 3132.442385 = -1695050.843586
  nChanged 49
		SP:Iteration 15Q (4211.550000 sec): 3 clusters
  Score: Raw -1698193.943503 + Penalty 3132.442385 = -1695061.501118
  nChanged 43
		SP:Iteration 16Q (4211.860000 sec): 3 clusters
  Score: Raw -1698198.962575 + Penalty 3132.442385 = -1695066.520189
  nChanged 24
		SP:Iteration 17Q (4212.130000 sec): 3 clusters
  Score: Raw -1698202.191731 + Penalty 3132.442385 = -1695069.749346
  nChanged 26
		SP:Iteration 18Q (4212.400000 sec): 3 clusters
  Score: Raw -1698205.876113 + Penalty 3132.442385 = -1695073.433728
  nChanged 28
		SP:Iteration 19Q (4212.680000 sec): 3 clusters
  Score: Raw -1698208.855937 + Penalty 3132.442385 = -1695076.413552
  nChanged 23
		SP:Iteration 20F (4212.950000 sec): 3 clusters
  Score: Raw -1698210.615761 + Penalty 3132.442385 = -1695078.173376
  nChanged 9
		SP:Iteration 21Q (4213.190000 sec): 3 clusters
  Score: Raw -1698211.556456 + Penalty 3132.442385 = -1695079.114071
  nChanged 7
		SP:Iteration 22Q (4213.400000 sec): 3 clusters
  Score: Raw -1698212.100208 + Penalty 3132.442385 = -1695079.657823
  nChanged 2
		SP:Iteration 23Q (4213.690000 sec): 3 clusters
  Score: Raw -1698212.255704 + Penalty 3132.442385 = -1695079.813319
  nChanged 0
		SP:Iteration 24F (4213.910000 sec): 3 clusters
  Score: Raw -1698212.255704 + Penalty 3132.442385 = -1695079.813319
  nChanged 0
  Score: Raw -118594436.570764 + Penalty 101266.507941 = -118493170.062823

Splitting cluster 12 changes total score from -118458565.046374 to -118493170.062823

 So it's getting split into cluster 45.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 13 (1628 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4298.720000 sec): 2 clusters
  Score: Raw -171952.405228 + Penalty 1201.704976 = -170750.700251
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4298.910000 sec): 3 clusters
  Score: Raw -171520.481687 + Penalty 2403.409953 = -169117.071734
  nChanged 610
		SP:Iteration 1F (4299.050000 sec): 3 clusters
  Score: Raw -172684.894813 + Penalty 2403.409953 = -170281.484861
  nChanged 296
		SP:Iteration 2F (4299.280000 sec): 3 clusters
  Score: Raw -173904.605959 + Penalty 2403.409953 = -171501.196006
  nChanged 211
		SP:Iteration 3F (4299.430000 sec): 3 clusters
  Score: Raw -174756.217311 + Penalty 2403.409953 = -172352.807359
  nChanged 121
		SP:Iteration 4F (4299.660000 sec): 3 clusters
  Score: Raw -175166.237121 + Penalty 2403.409953 = -172762.827169
  nChanged 63
		SP:Iteration 5Q (4299.830000 sec): 3 clusters
  Score: Raw -175327.738064 + Penalty 2403.409953 = -172924.328111
  nChanged 26
		SP:Iteration 6Q (4299.980000 sec): 3 clusters
  Score: Raw -175392.204399 + Penalty 2403.409953 = -172988.794447
  nChanged 17
		SP:Iteration 7Q (4300.150000 sec): 3 clusters
  Score: Raw -175417.186079 + Penalty 2403.409953 = -173013.776127
  nChanged 6
		SP:Iteration 8Q (4300.330000 sec): 3 clusters
  Score: Raw -175428.756844 + Penalty 2403.409953 = -173025.346891
  nChanged 7
		SP:Iteration 9Q (4300.460000 sec): 3 clusters
  Score: Raw -175438.696250 + Penalty 2403.409953 = -173035.286298
  nChanged 6
		SP:Iteration 10Q (4300.630000 sec): 3 clusters
  Score: Raw -175446.056446 + Penalty 2403.409953 = -173042.646494
  nChanged 3
		SP:Iteration 11Q (4300.790000 sec): 3 clusters
  Score: Raw -175455.477140 + Penalty 2403.409953 = -173052.067187
  nChanged 1
		SP:Iteration 12Q (4300.930000 sec): 3 clusters
  Score: Raw -175456.556856 + Penalty 2403.409953 = -173053.146903
  nChanged 0
		SP:Iteration 13F (4301.120000 sec): 3 clusters
  Score: Raw -175456.556856 + Penalty 2403.409953 = -173053.146903
  nChanged 0
  Score: Raw -118597940.722392 + Penalty 103516.874784 = -118494423.847608

Splitting cluster 13 changes total score from -118458565.046374 to -118494423.847608

 So it's getting split into cluster 46.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 14 (6838 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4385.000000 sec): 2 clusters
  Score: Raw -657744.912358 + Penalty 1434.915718 = -656309.996641
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4385.180000 sec): 3 clusters
  Score: Raw -654274.723735 + Penalty 2869.831435 = -651404.892300
  nChanged 2969
		SP:Iteration 1F (4385.360000 sec): 3 clusters
  Score: Raw -658500.106472 + Penalty 2869.831435 = -655630.275037
  nChanged 1041
		SP:Iteration 2F (4385.530000 sec): 3 clusters
  Score: Raw -660633.272129 + Penalty 2869.831435 = -657763.440694
  nChanged 739
		SP:Iteration 3F (4385.720000 sec): 3 clusters
  Score: Raw -661689.534741 + Penalty 2869.831435 = -658819.703306
  nChanged 520
		SP:Iteration 4F (4385.910000 sec): 3 clusters
  Score: Raw -662542.521970 + Penalty 2869.831435 = -659672.690535
  nChanged 380
		SP:Iteration 5F (4386.110000 sec): 3 clusters
  Score: Raw -663066.343901 + Penalty 2869.831435 = -660196.512466
  nChanged 293
		SP:Iteration 6Q (4386.310000 sec): 3 clusters
  Score: Raw -663320.573072 + Penalty 2869.831435 = -660450.741637
  nChanged 204
		SP:Iteration 7Q (4386.510000 sec): 3 clusters
  Score: Raw -663443.098248 + Penalty 2869.831435 = -660573.266813
  nChanged 119
		SP:Iteration 8Q (4386.710000 sec): 3 clusters
  Score: Raw -663507.308765 + Penalty 2869.831435 = -660637.477330
  nChanged 113
		SP:Iteration 9Q (4386.920000 sec): 3 clusters
  Score: Raw -663559.914742 + Penalty 2869.831435 = -660690.083307
  nChanged 103
		SP:Iteration 10Q (4387.110000 sec): 3 clusters
  Score: Raw -663603.684351 + Penalty 2869.831435 = -660733.852916
  nChanged 86
		SP:Iteration 11Q (4387.330000 sec): 3 clusters
  Score: Raw -663635.243315 + Penalty 2869.831435 = -660765.411879
  nChanged 66
		SP:Iteration 12Q (4387.540000 sec): 3 clusters
  Score: Raw -663660.847765 + Penalty 2869.831435 = -660791.016330
  nChanged 71
		SP:Iteration 13Q (4387.750000 sec): 3 clusters
  Score: Raw -663684.164495 + Penalty 2869.831435 = -660814.333059
  nChanged 56
		SP:Iteration 14Q (4387.990000 sec): 3 clusters
  Score: Raw -663701.420492 + Penalty 2869.831435 = -660831.589057
  nChanged 53
		SP:Iteration 15Q (4388.130000 sec): 3 clusters
  Score: Raw -663719.266468 + Penalty 2869.831435 = -660849.435033
  nChanged 57
		SP:Iteration 16Q (4388.350000 sec): 3 clusters
  Score: Raw -663738.402076 + Penalty 2869.831435 = -660868.570641
  nChanged 56
		SP:Iteration 17Q (4388.590000 sec): 3 clusters
  Score: Raw -663758.896402 + Penalty 2869.831435 = -660889.064967
  nChanged 46
		SP:Iteration 18Q (4388.780000 sec): 3 clusters
  Score: Raw -663775.242658 + Penalty 2869.831435 = -660905.411223
  nChanged 36
		SP:Iteration 19Q (4388.990000 sec): 3 clusters
  Score: Raw -663796.340924 + Penalty 2869.831435 = -660926.509489
  nChanged 29
		SP:Iteration 20F (4389.180000 sec): 3 clusters
  Score: Raw -663808.694344 + Penalty 2869.831435 = -660938.862909
  nChanged 32
		SP:Iteration 21Q (4389.410000 sec): 3 clusters
  Score: Raw -663820.567047 + Penalty 2869.831435 = -660950.735611
  nChanged 29
		SP:Iteration 22Q (4389.580000 sec): 3 clusters
  Score: Raw -663831.322215 + Penalty 2869.831435 = -660961.490779
  nChanged 29
		SP:Iteration 23Q (4389.750000 sec): 3 clusters
  Score: Raw -663840.892176 + Penalty 2869.831435 = -660971.060740
  nChanged 18
		SP:Iteration 24Q (4389.960000 sec): 3 clusters
  Score: Raw -663846.556667 + Penalty 2869.831435 = -660976.725232
  nChanged 15
		SP:Iteration 25Q (4390.160000 sec): 3 clusters
  Score: Raw -663855.892189 + Penalty 2869.831435 = -660986.060754
  nChanged 16
		SP:Iteration 26Q (4390.350000 sec): 3 clusters
  Score: Raw -663863.464366 + Penalty 2869.831435 = -660993.632930
  nChanged 11
		SP:Iteration 27Q (4390.610000 sec): 3 clusters
  Score: Raw -663869.815526 + Penalty 2869.831435 = -660999.984091
  nChanged 14
		SP:Iteration 28Q (4390.800000 sec): 3 clusters
  Score: Raw -663875.079140 + Penalty 2869.831435 = -661005.247704
  nChanged 9
		SP:Iteration 29Q (4391.010000 sec): 3 clusters
  Score: Raw -663877.997789 + Penalty 2869.831435 = -661008.166354
  nChanged 6
		SP:Iteration 30Q (4391.150000 sec): 3 clusters
  Score: Raw -663879.379424 + Penalty 2869.831435 = -661009.547989
  nChanged 4
		SP:Iteration 31Q (4391.330000 sec): 3 clusters
  Score: Raw -663882.276625 + Penalty 2869.831435 = -661012.445190
  nChanged 6
		SP:Iteration 32Q (4391.540000 sec): 3 clusters
  Score: Raw -663883.834937 + Penalty 2869.831435 = -661014.003501
  nChanged 5
		SP:Iteration 33Q (4391.730000 sec): 3 clusters
  Score: Raw -663884.703996 + Penalty 2869.831435 = -661014.872560
  nChanged 3
		SP:Iteration 34Q (4391.950000 sec): 3 clusters
  Score: Raw -663885.640597 + Penalty 2869.831435 = -661015.809162
  nChanged 3
		SP:Iteration 35Q (4392.090000 sec): 3 clusters
  Score: Raw -663885.915654 + Penalty 2869.831435 = -661016.084219
  nChanged 0
		SP:Iteration 36F (4392.330000 sec): 3 clusters
  Score: Raw -663885.915654 + Penalty 2869.831435 = -661016.084219
  nChanged 0
  Score: Raw -118604081.725688 + Penalty 105767.241627 = -118498314.484061

Splitting cluster 14 changes total score from -118458565.046374 to -118498314.484061

 So it's getting split into cluster 47.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 15 (103368 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4488.040000 sec): 2 clusters
  Score: Raw -12826735.804071 + Penalty 1876.233241 = -12824859.570830
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4488.720000 sec): 3 clusters
  Score: Raw -12759337.923315 + Penalty 3752.466483 = -12755585.456833
  nChanged 49427
		SP:Iteration 1F (4489.460000 sec): 3 clusters
  Score: Raw -12789030.268248 + Penalty 3752.466483 = -12785277.801766
  nChanged 4530
		SP:Iteration 2Q (4490.110000 sec): 3 clusters
  Score: Raw -12791001.362945 + Penalty 3752.466483 = -12787248.896462
  nChanged 5399
		SP:Iteration 3F (4490.840000 sec): 3 clusters
  Score: Raw -12794003.442877 + Penalty 3752.466483 = -12790250.976394
  nChanged 6498
		SP:Iteration 4F (4491.530000 sec): 3 clusters
  Score: Raw -12798218.399948 + Penalty 3752.466483 = -12794465.933466
  nChanged 7252
		SP:Iteration 5F (4492.210000 sec): 3 clusters
  Score: Raw -12803420.415019 + Penalty 3752.466483 = -12799667.948536
  nChanged 7521
		SP:Iteration 6F (4492.810000 sec): 3 clusters
  Score: Raw -12809322.038454 + Penalty 3752.466483 = -12805569.571971
  nChanged 7069
		SP:Iteration 7F (4493.430000 sec): 3 clusters
  Score: Raw -12815197.484841 + Penalty 3752.466483 = -12811445.018359
  nChanged 5795
		SP:Iteration 8F (4494.110000 sec): 3 clusters
  Score: Raw -12820120.814207 + Penalty 3752.466483 = -12816368.347725
  nChanged 4031
		SP:Iteration 9Q (4494.780000 sec): 3 clusters
  Score: Raw -12823489.088849 + Penalty 3752.466483 = -12819736.622367
  nChanged 2335
		SP:Iteration 10Q (4495.430000 sec): 3 clusters
  Score: Raw -12825353.531720 + Penalty 3752.466483 = -12821601.065237
  nChanged 1174
		SP:Iteration 11Q (4496.070000 sec): 3 clusters
  Score: Raw -12826229.571148 + Penalty 3752.466483 = -12822477.104665
  nChanged 579
		SP:Iteration 12Q (4496.650000 sec): 3 clusters
  Score: Raw -12826666.952918 + Penalty 3752.466483 = -12822914.486436
  nChanged 274
		SP:Iteration 13Q (4497.190000 sec): 3 clusters
  Score: Raw -12826866.058417 + Penalty 3752.466483 = -12823113.591934
  nChanged 137
		SP:Iteration 14Q (4497.740000 sec): 3 clusters
  Score: Raw -12826967.598275 + Penalty 3752.466483 = -12823215.131793
  nChanged 78
		SP:Iteration 15Q (4498.350000 sec): 3 clusters
  Score: Raw -12827021.925614 + Penalty 3752.466483 = -12823269.459131
  nChanged 46
		SP:Iteration 16Q (4498.890000 sec): 3 clusters
  Score: Raw -12827053.533342 + Penalty 3752.466483 = -12823301.066859
  nChanged 35
		SP:Iteration 17Q (4499.520000 sec): 3 clusters
  Score: Raw -12827077.261914 + Penalty 3752.466483 = -12823324.795432
  nChanged 26
		SP:Iteration 18Q (4500.080000 sec): 3 clusters
  Score: Raw -12827094.343815 + Penalty 3752.466483 = -12823341.877332
  nChanged 22
		SP:Iteration 19Q (4500.710000 sec): 3 clusters
  Score: Raw -12827108.488345 + Penalty 3752.466483 = -12823356.021862
  nChanged 12
		SP:Iteration 20F (4501.400000 sec): 3 clusters
  Score: Raw -12827115.244193 + Penalty 3752.466483 = -12823362.777711
  nChanged 14
		SP:Iteration 21Q (4502.080000 sec): 3 clusters
  Score: Raw -12827121.728394 + Penalty 3752.466483 = -12823369.261912
  nChanged 11
		SP:Iteration 22Q (4502.790000 sec): 3 clusters
  Score: Raw -12827129.051482 + Penalty 3752.466483 = -12823376.584999
  nChanged 13
		SP:Iteration 23Q (4503.410000 sec): 3 clusters
  Score: Raw -12827138.525016 + Penalty 3752.466483 = -12823386.058533
  nChanged 10
		SP:Iteration 24Q (4504.030000 sec): 3 clusters
  Score: Raw -12827143.597784 + Penalty 3752.466483 = -12823391.131301
  nChanged 5
		SP:Iteration 25Q (4504.660000 sec): 3 clusters
  Score: Raw -12827146.126513 + Penalty 3752.466483 = -12823393.660031
  nChanged 7
		SP:Iteration 26Q (4505.310000 sec): 3 clusters
  Score: Raw -12827149.860147 + Penalty 3752.466483 = -12823397.393665
  nChanged 5
		SP:Iteration 27Q (4506.020000 sec): 3 clusters
  Score: Raw -12827151.835425 + Penalty 3752.466483 = -12823399.368942
  nChanged 4
		SP:Iteration 28Q (4506.690000 sec): 3 clusters
  Score: Raw -12827153.541097 + Penalty 3752.466483 = -12823401.074614
  nChanged 2
		SP:Iteration 29Q (4507.350000 sec): 3 clusters
  Score: Raw -12827154.538578 + Penalty 3752.466483 = -12823402.072095
  nChanged 2
		SP:Iteration 30Q (4507.940000 sec): 3 clusters
  Score: Raw -12827155.555638 + Penalty 3752.466483 = -12823403.089156
  nChanged 0
		SP:Iteration 31F (4508.740000 sec): 3 clusters
  Score: Raw -12827155.555638 + Penalty 3752.466483 = -12823403.089156
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 16 (16408 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4508.890000 sec): 2 clusters
  Score: Raw -1920266.111808 + Penalty 1577.147699 = -1918688.964109
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4509.150000 sec): 3 clusters
  Score: Raw -1910534.641763 + Penalty 3154.295397 = -1907380.346366
  nChanged 7313
		SP:Iteration 1F (4509.420000 sec): 3 clusters
  Score: Raw -1914786.389859 + Penalty 3154.295397 = -1911632.094462
  nChanged 1300
		SP:Iteration 2F (4509.670000 sec): 3 clusters
  Score: Raw -1915931.494352 + Penalty 3154.295397 = -1912777.198954
  nChanged 1431
		SP:Iteration 3F (4509.920000 sec): 3 clusters
  Score: Raw -1917398.796490 + Penalty 3154.295397 = -1914244.501093
  nChanged 1539
		SP:Iteration 4F (4510.220000 sec): 3 clusters
  Score: Raw -1918865.637125 + Penalty 3154.295397 = -1915711.341728
  nChanged 1345
		SP:Iteration 5F (4510.460000 sec): 3 clusters
  Score: Raw -1919982.095763 + Penalty 3154.295397 = -1916827.800365
  nChanged 1001
		SP:Iteration 6F (4510.740000 sec): 3 clusters
  Score: Raw -1920661.042525 + Penalty 3154.295397 = -1917506.747128
  nChanged 693
		SP:Iteration 7Q (4511.000000 sec): 3 clusters
  Score: Raw -1921051.746556 + Penalty 3154.295397 = -1917897.451159
  nChanged 512
		SP:Iteration 8Q (4511.260000 sec): 3 clusters
  Score: Raw -1921297.176763 + Penalty 3154.295397 = -1918142.881366
  nChanged 359
		SP:Iteration 9Q (4511.500000 sec): 3 clusters
  Score: Raw -1921464.245989 + Penalty 3154.295397 = -1918309.950592
  nChanged 326
		SP:Iteration 10Q (4511.800000 sec): 3 clusters
  Score: Raw -1921607.703170 + Penalty 3154.295397 = -1918453.407772
  nChanged 294
		SP:Iteration 11Q (4512.010000 sec): 3 clusters
  Score: Raw -1921734.161865 + Penalty 3154.295397 = -1918579.866468
  nChanged 257
		SP:Iteration 12Q (4512.290000 sec): 3 clusters
  Score: Raw -1921857.755879 + Penalty 3154.295397 = -1918703.460482
  nChanged 238
		SP:Iteration 13Q (4512.630000 sec): 3 clusters
  Score: Raw -1921952.589644 + Penalty 3154.295397 = -1918798.294246
  nChanged 201
		SP:Iteration 14Q (4512.880000 sec): 3 clusters
  Score: Raw -1922036.178156 + Penalty 3154.295397 = -1918881.882758
  nChanged 195
		SP:Iteration 15Q (4513.100000 sec): 3 clusters
  Score: Raw -1922139.039564 + Penalty 3154.295397 = -1918984.744166
  nChanged 201
		SP:Iteration 16Q (4513.360000 sec): 3 clusters
  Score: Raw -1922254.588720 + Penalty 3154.295397 = -1919100.293323
  nChanged 222
		SP:Iteration 17Q (4513.630000 sec): 3 clusters
  Score: Raw -1922433.966902 + Penalty 3154.295397 = -1919279.671504
  nChanged 262
		SP:Iteration 18Q (4513.870000 sec): 3 clusters
  Score: Raw -1922696.690551 + Penalty 3154.295397 = -1919542.395154
  nChanged 245
		SP:Iteration 19Q (4514.090000 sec): 3 clusters
  Score: Raw -1922866.212084 + Penalty 3154.295397 = -1919711.916687
  nChanged 185
		SP:Iteration 20F (4514.380000 sec): 3 clusters
  Score: Raw -1922934.239305 + Penalty 3154.295397 = -1919779.943907
  nChanged 98
		SP:Iteration 21Q (4514.620000 sec): 3 clusters
  Score: Raw -1922955.764576 + Penalty 3154.295397 = -1919801.469179
  nChanged 61
		SP:Iteration 22Q (4514.880000 sec): 3 clusters
  Score: Raw -1922963.657922 + Penalty 3154.295397 = -1919809.362524
  nChanged 43
		SP:Iteration 23Q (4515.120000 sec): 3 clusters
  Score: Raw -1922967.886340 + Penalty 3154.295397 = -1919813.590942
  nChanged 31
		SP:Iteration 24Q (4515.400000 sec): 3 clusters
  Score: Raw -1922970.563827 + Penalty 3154.295397 = -1919816.268430
  nChanged 21
		SP:Iteration 25Q (4515.640000 sec): 3 clusters
  Score: Raw -1922972.959703 + Penalty 3154.295397 = -1919818.664306
  nChanged 21
		SP:Iteration 26Q (4515.900000 sec): 3 clusters
  Score: Raw -1922974.734990 + Penalty 3154.295397 = -1919820.439593
  nChanged 15
		SP:Iteration 27Q (4516.130000 sec): 3 clusters
  Score: Raw -1922975.753051 + Penalty 3154.295397 = -1919821.457654
  nChanged 8
		SP:Iteration 28Q (4516.420000 sec): 3 clusters
  Score: Raw -1922976.401599 + Penalty 3154.295397 = -1919822.106201
  nChanged 8
		SP:Iteration 29Q (4516.670000 sec): 3 clusters
  Score: Raw -1922977.208030 + Penalty 3154.295397 = -1919822.912632
  nChanged 10
		SP:Iteration 30Q (4516.920000 sec): 3 clusters
  Score: Raw -1922978.529189 + Penalty 3154.295397 = -1919824.233791
  nChanged 8
		SP:Iteration 31Q (4517.150000 sec): 3 clusters
  Score: Raw -1922979.284063 + Penalty 3154.295397 = -1919824.988665
  nChanged 4
		SP:Iteration 32Q (4517.390000 sec): 3 clusters
  Score: Raw -1922979.552824 + Penalty 3154.295397 = -1919825.257426
  nChanged 6
		SP:Iteration 33Q (4517.560000 sec): 3 clusters
  Score: Raw -1922980.152787 + Penalty 3154.295397 = -1919825.857390
  nChanged 7
		SP:Iteration 34Q (4517.850000 sec): 3 clusters
  Score: Raw -1922981.094958 + Penalty 3154.295397 = -1919826.799560
  nChanged 10
		SP:Iteration 35Q (4518.110000 sec): 3 clusters
  Score: Raw -1922982.543735 + Penalty 3154.295397 = -1919828.248338
  nChanged 9
		SP:Iteration 36Q (4518.350000 sec): 3 clusters
  Score: Raw -1922983.700695 + Penalty 3154.295397 = -1919829.405298
  nChanged 8
		SP:Iteration 37Q (4518.640000 sec): 3 clusters
  Score: Raw -1922984.813673 + Penalty 3154.295397 = -1919830.518276
  nChanged 6
		SP:Iteration 38Q (4518.890000 sec): 3 clusters
  Score: Raw -1922985.798842 + Penalty 3154.295397 = -1919831.503445
  nChanged 14
		SP:Iteration 39Q (4519.160000 sec): 3 clusters
  Score: Raw -1922987.529095 + Penalty 3154.295397 = -1919833.233697
  nChanged 14
		SP:Iteration 40F (4519.370000 sec): 3 clusters
  Score: Raw -1922989.684239 + Penalty 3154.295397 = -1919835.388841
  nChanged 8
		SP:Iteration 41Q (4519.620000 sec): 3 clusters
  Score: Raw -1922990.379814 + Penalty 3154.295397 = -1919836.084416
  nChanged 9
		SP:Iteration 42Q (4519.870000 sec): 3 clusters
  Score: Raw -1922990.955078 + Penalty 3154.295397 = -1919836.659681
  nChanged 9
		SP:Iteration 43Q (4520.160000 sec): 3 clusters
  Score: Raw -1922991.704736 + Penalty 3154.295397 = -1919837.409339
  nChanged 10
		SP:Iteration 44Q (4520.370000 sec): 3 clusters
  Score: Raw -1922992.733814 + Penalty 3154.295397 = -1919838.438416
  nChanged 11
		SP:Iteration 45Q (4520.640000 sec): 3 clusters
  Score: Raw -1922993.625062 + Penalty 3154.295397 = -1919839.329664
  nChanged 12
		SP:Iteration 46Q (4520.850000 sec): 3 clusters
  Score: Raw -1922994.321668 + Penalty 3154.295397 = -1919840.026270
  nChanged 7
		SP:Iteration 47Q (4521.140000 sec): 3 clusters
  Score: Raw -1922994.713168 + Penalty 3154.295397 = -1919840.417771
  nChanged 3
		SP:Iteration 48Q (4521.350000 sec): 3 clusters
  Score: Raw -1922994.892663 + Penalty 3154.295397 = -1919840.597266
  nChanged 0
		SP:Iteration 49F (4521.550000 sec): 3 clusters
  Score: Raw -1922994.892663 + Penalty 3154.295397 = -1919840.597266
  nChanged 0
  Score: Raw -118606810.506544 + Penalty 108017.608471 = -118498792.898074

Splitting cluster 16 changes total score from -118458565.046374 to -118498792.898074

 So it's getting split into cluster 48.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 17 (2069 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4614.080000 sec): 2 clusters
  Score: Raw -223570.379671 + Penalty 1240.658360 = -222329.721311
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4614.250000 sec): 3 clusters
  Score: Raw -222934.414844 + Penalty 2481.316720 = -220453.098124
  nChanged 833
		SP:Iteration 1F (4614.410000 sec): 3 clusters
  Score: Raw -224132.034496 + Penalty 2481.316720 = -221650.717776
  nChanged 297
		SP:Iteration 2F (4614.610000 sec): 3 clusters
  Score: Raw -224851.847028 + Penalty 2481.316720 = -222370.530308
  nChanged 245
		SP:Iteration 3F (4614.800000 sec): 3 clusters
  Score: Raw -225616.315135 + Penalty 2481.316720 = -223134.998415
  nChanged 205
		SP:Iteration 4F (4614.990000 sec): 3 clusters
  Score: Raw -226116.630877 + Penalty 2481.316720 = -223635.314156
  nChanged 135
		SP:Iteration 5F (4615.170000 sec): 3 clusters
  Score: Raw -226385.822225 + Penalty 2481.316720 = -223904.505505
  nChanged 59
		SP:Iteration 6Q (4615.350000 sec): 3 clusters
  Score: Raw -226552.397434 + Penalty 2481.316720 = -224071.080714
  nChanged 35
		SP:Iteration 7Q (4615.480000 sec): 3 clusters
  Score: Raw -226641.943819 + Penalty 2481.316720 = -224160.627099
  nChanged 26
		SP:Iteration 8Q (4615.720000 sec): 3 clusters
  Score: Raw -226723.328805 + Penalty 2481.316720 = -224242.012085
  nChanged 21
		SP:Iteration 9Q (4615.860000 sec): 3 clusters
  Score: Raw -226760.598069 + Penalty 2481.316720 = -224279.281349
  nChanged 11
		SP:Iteration 10Q (4616.020000 sec): 3 clusters
  Score: Raw -226782.423045 + Penalty 2481.316720 = -224301.106324
  nChanged 9
		SP:Iteration 11Q (4616.210000 sec): 3 clusters
  Score: Raw -226794.412596 + Penalty 2481.316720 = -224313.095876
  nChanged 5
		SP:Iteration 12Q (4616.410000 sec): 3 clusters
  Score: Raw -226801.524350 + Penalty 2481.316720 = -224320.207630
  nChanged 2
		SP:Iteration 13Q (4616.540000 sec): 3 clusters
  Score: Raw -226804.244198 + Penalty 2481.316720 = -224322.927478
  nChanged 4
		SP:Iteration 14Q (4616.700000 sec): 3 clusters
  Score: Raw -226808.040285 + Penalty 2481.316720 = -224326.723565
  nChanged 3
		SP:Iteration 15Q (4616.900000 sec): 3 clusters
  Score: Raw -226811.022089 + Penalty 2481.316720 = -224329.705368
  nChanged 3
		SP:Iteration 16Q (4617.080000 sec): 3 clusters
  Score: Raw -226815.259346 + Penalty 2481.316720 = -224333.942626
  nChanged 2
		SP:Iteration 17Q (4617.230000 sec): 3 clusters
  Score: Raw -226816.803059 + Penalty 2481.316720 = -224335.486338
  nChanged 1
		SP:Iteration 18Q (4617.380000 sec): 3 clusters
  Score: Raw -226817.908562 + Penalty 2481.316720 = -224336.591841
  nChanged 0
		SP:Iteration 19F (4617.530000 sec): 3 clusters
  Score: Raw -226910.195910 + Penalty 2481.316720 = -224428.879190
  nChanged 8
		SP:Iteration 20F (4617.740000 sec): 3 clusters
  Score: Raw -227113.599769 + Penalty 2481.316720 = -224632.283048
  nChanged 25
		SP:Iteration 21Q (4617.910000 sec): 3 clusters
  Score: Raw -227396.526390 + Penalty 2481.316720 = -224915.209670
  nChanged 25
		SP:Iteration 22Q (4618.070000 sec): 3 clusters
  Score: Raw -227561.356091 + Penalty 2481.316720 = -225080.039370
  nChanged 11
		SP:Iteration 23Q (4618.280000 sec): 3 clusters
  Score: Raw -227575.366580 + Penalty 2481.316720 = -225094.049860
  nChanged 8
		SP:Iteration 24Q (4618.420000 sec): 3 clusters
  Score: Raw -227582.380049 + Penalty 2481.316720 = -225101.063329
  nChanged 6
		SP:Iteration 25Q (4618.600000 sec): 3 clusters
  Score: Raw -227587.193235 + Penalty 2481.316720 = -225105.876515
  nChanged 1
		SP:Iteration 26Q (4618.800000 sec): 3 clusters
  Score: Raw -227588.956522 + Penalty 2481.316720 = -225107.639802
  nChanged 1
		SP:Iteration 27Q (4618.970000 sec): 3 clusters
  Score: Raw -227590.281328 + Penalty 2481.316720 = -225108.964608
  nChanged 0
		SP:Iteration 28F (4619.160000 sec): 3 clusters
  Score: Raw -227590.511802 + Penalty 2481.316720 = -225109.195082
  nChanged 1
		SP:Iteration 29Q (4619.310000 sec): 3 clusters
  Score: Raw -227597.800999 + Penalty 2481.316720 = -225116.484279
  nChanged 1
		SP:Iteration 30Q (4619.550000 sec): 3 clusters
  Score: Raw -227598.648978 + Penalty 2481.316720 = -225117.332258
  nChanged 0
		SP:Iteration 31F (4619.730000 sec): 3 clusters
  Score: Raw -227598.648978 + Penalty 2481.316720 = -225117.332258
  nChanged 0
  Score: Raw -118610838.775851 + Penalty 110267.975314 = -118500570.800538

Splitting cluster 17 changes total score from -118458565.046374 to -118500570.800538

 So it's getting split into cluster 49.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 18 (8142 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4712.840000 sec): 2 clusters
  Score: Raw -886332.083371 + Penalty 1463.278558 = -884868.804813
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4713.060000 sec): 3 clusters
  Score: Raw -882018.576655 + Penalty 2926.557117 = -879092.019538
  nChanged 3400
		SP:Iteration 1F (4713.310000 sec): 3 clusters
  Score: Raw -885217.998953 + Penalty 2926.557117 = -882291.441836
  nChanged 1159
		SP:Iteration 2F (4713.540000 sec): 3 clusters
  Score: Raw -886959.476122 + Penalty 2926.557117 = -884032.919005
  nChanged 807
		SP:Iteration 3F (4713.730000 sec): 3 clusters
  Score: Raw -887791.934498 + Penalty 2926.557117 = -884865.377381
  nChanged 478
		SP:Iteration 4F (4713.940000 sec): 3 clusters
  Score: Raw -888182.304804 + Penalty 2926.557117 = -885255.747687
  nChanged 311
		SP:Iteration 5Q (4714.180000 sec): 3 clusters
  Score: Raw -888488.576407 + Penalty 2926.557117 = -885562.019290
  nChanged 288
		SP:Iteration 6Q (4714.360000 sec): 3 clusters
  Score: Raw -888832.159618 + Penalty 2926.557117 = -885905.602501
  nChanged 296
		SP:Iteration 7Q (4714.590000 sec): 3 clusters
  Score: Raw -889270.852586 + Penalty 2926.557117 = -886344.295469
  nChanged 328
		SP:Iteration 8Q (4714.850000 sec): 3 clusters
  Score: Raw -889803.939293 + Penalty 2926.557117 = -886877.382176
  nChanged 335
		SP:Iteration 9Q (4715.060000 sec): 3 clusters
  Score: Raw -890518.165158 + Penalty 2926.557117 = -887591.608041
  nChanged 263
		SP:Iteration 10Q (4715.240000 sec): 3 clusters
  Score: Raw -891007.006039 + Penalty 2926.557117 = -888080.448922
  nChanged 214
		SP:Iteration 11Q (4715.520000 sec): 3 clusters
  Score: Raw -891194.242073 + Penalty 2926.557117 = -888267.684956
  nChanged 145
		SP:Iteration 12Q (4715.720000 sec): 3 clusters
  Score: Raw -891307.622149 + Penalty 2926.557117 = -888381.065033
  nChanged 140
		SP:Iteration 13Q (4715.940000 sec): 3 clusters
  Score: Raw -891403.066990 + Penalty 2926.557117 = -888476.509873
  nChanged 105
		SP:Iteration 14Q (4716.160000 sec): 3 clusters
  Score: Raw -891476.078671 + Penalty 2926.557117 = -888549.521555
  nChanged 81
		SP:Iteration 15Q (4716.400000 sec): 3 clusters
  Score: Raw -891520.903458 + Penalty 2926.557117 = -888594.346341
  nChanged 58
		SP:Iteration 16Q (4716.650000 sec): 3 clusters
  Score: Raw -891540.720594 + Penalty 2926.557117 = -888614.163477
  nChanged 37
		SP:Iteration 17Q (4716.900000 sec): 3 clusters
  Score: Raw -891557.114385 + Penalty 2926.557117 = -888630.557269
  nChanged 22
		SP:Iteration 18Q (4717.160000 sec): 3 clusters
  Score: Raw -891563.288406 + Penalty 2926.557117 = -888636.731289
  nChanged 18
		SP:Iteration 19Q (4717.360000 sec): 3 clusters
  Score: Raw -891568.050541 + Penalty 2926.557117 = -888641.493424
  nChanged 6
		SP:Iteration 20F (4717.590000 sec): 3 clusters
  Score: Raw -891600.047854 + Penalty 2926.557117 = -888673.490737
  nChanged 26
		SP:Iteration 21Q (4717.820000 sec): 3 clusters
  Score: Raw -891631.382017 + Penalty 2926.557117 = -888704.824900
  nChanged 41
		SP:Iteration 22Q (4718.020000 sec): 3 clusters
  Score: Raw -891653.881857 + Penalty 2926.557117 = -888727.324740
  nChanged 35
		SP:Iteration 23Q (4718.200000 sec): 3 clusters
  Score: Raw -891669.817229 + Penalty 2926.557117 = -888743.260112
  nChanged 28
		SP:Iteration 24Q (4718.530000 sec): 3 clusters
  Score: Raw -891685.540445 + Penalty 2926.557117 = -888758.983328
  nChanged 22
		SP:Iteration 25Q (4718.700000 sec): 3 clusters
  Score: Raw -891700.154302 + Penalty 2926.557117 = -888773.597185
  nChanged 15
		SP:Iteration 26Q (4718.930000 sec): 3 clusters
  Score: Raw -891706.834259 + Penalty 2926.557117 = -888780.277142
  nChanged 17
		SP:Iteration 27Q (4719.180000 sec): 3 clusters
  Score: Raw -891712.833294 + Penalty 2926.557117 = -888786.276177
  nChanged 15
		SP:Iteration 28Q (4719.400000 sec): 3 clusters
  Score: Raw -891717.882883 + Penalty 2926.557117 = -888791.325766
  nChanged 14
		SP:Iteration 29Q (4719.640000 sec): 3 clusters
  Score: Raw -891723.055179 + Penalty 2926.557117 = -888796.498062
  nChanged 20
		SP:Iteration 30Q (4719.810000 sec): 3 clusters
  Score: Raw -891728.973721 + Penalty 2926.557117 = -888802.416604
  nChanged 16
		SP:Iteration 31Q (4719.980000 sec): 3 clusters
  Score: Raw -891731.438093 + Penalty 2926.557117 = -888804.880976
  nChanged 10
		SP:Iteration 32Q (4720.180000 sec): 3 clusters
  Score: Raw -891733.870871 + Penalty 2926.557117 = -888807.313754
  nChanged 11
		SP:Iteration 33Q (4720.370000 sec): 3 clusters
  Score: Raw -891735.815764 + Penalty 2926.557117 = -888809.258647
  nChanged 5
		SP:Iteration 34Q (4720.580000 sec): 3 clusters
  Score: Raw -891736.492450 + Penalty 2926.557117 = -888809.935333
  nChanged 2
		SP:Iteration 35Q (4720.820000 sec): 3 clusters
  Score: Raw -891736.840249 + Penalty 2926.557117 = -888810.283132
  nChanged 3
		SP:Iteration 36Q (4721.020000 sec): 3 clusters
  Score: Raw -891737.314983 + Penalty 2926.557117 = -888810.757866
  nChanged 1
		SP:Iteration 37Q (4721.270000 sec): 3 clusters
  Score: Raw -891737.530501 + Penalty 2926.557117 = -888810.973384
  nChanged 1
		SP:Iteration 38Q (4721.460000 sec): 3 clusters
  Score: Raw -891737.673605 + Penalty 2926.557117 = -888811.116488
  nChanged 0
		SP:Iteration 39F (4721.720000 sec): 3 clusters
  Score: Raw -891737.673605 + Penalty 2926.557117 = -888811.116488
  nChanged 0
  Score: Raw -118616244.366085 + Penalty 112518.342157 = -118503726.023929

Splitting cluster 18 changes total score from -118458565.046374 to -118503726.023929

 So it's getting split into cluster 50.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 19 (59552 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4814.690000 sec): 2 clusters
  Score: Raw -6912437.151708 + Penalty 1786.623338 = -6910650.528369
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4815.170000 sec): 3 clusters
  Score: Raw -6874597.148563 + Penalty 3573.246677 = -6871023.901886
  nChanged 28078
		SP:Iteration 1F (4815.620000 sec): 3 clusters
  Score: Raw -6894163.240168 + Penalty 3573.246677 = -6890589.993491
  nChanged 5136
		SP:Iteration 2F (4816.070000 sec): 3 clusters
  Score: Raw -6898600.509354 + Penalty 3573.246677 = -6895027.262677
  nChanged 5225
		SP:Iteration 3F (4816.500000 sec): 3 clusters
  Score: Raw -6902797.508140 + Penalty 3573.246677 = -6899224.261464
  nChanged 4624
		SP:Iteration 4F (4816.930000 sec): 3 clusters
  Score: Raw -6906045.567627 + Penalty 3573.246677 = -6902472.320950
  nChanged 3902
		SP:Iteration 5F (4817.480000 sec): 3 clusters
  Score: Raw -6908627.460376 + Penalty 3573.246677 = -6905054.213699
  nChanged 3208
		SP:Iteration 6F (4817.970000 sec): 3 clusters
  Score: Raw -6910742.543746 + Penalty 3573.246677 = -6907169.297069
  nChanged 2768
		SP:Iteration 7Q (4818.410000 sec): 3 clusters
  Score: Raw -6912335.509721 + Penalty 3573.246677 = -6908762.263044
  nChanged 2184
		SP:Iteration 8Q (4818.960000 sec): 3 clusters
  Score: Raw -6913371.148386 + Penalty 3573.246677 = -6909797.901709
  nChanged 1710
		SP:Iteration 9Q (4819.410000 sec): 3 clusters
  Score: Raw -6914123.787252 + Penalty 3573.246677 = -6910550.540576
  nChanged 1410
		SP:Iteration 10Q (4819.950000 sec): 3 clusters
  Score: Raw -6914767.044822 + Penalty 3573.246677 = -6911193.798145
  nChanged 1169
		SP:Iteration 11Q (4820.460000 sec): 3 clusters
  Score: Raw -6915440.406040 + Penalty 3573.246677 = -6911867.159363
  nChanged 1108
		SP:Iteration 12Q (4820.940000 sec): 3 clusters
  Score: Raw -6916246.243918 + Penalty 3573.246677 = -6912672.997241
  nChanged 1043
		SP:Iteration 13Q (4821.400000 sec): 3 clusters
  Score: Raw -6917093.602274 + Penalty 3573.246677 = -6913520.355598
  nChanged 969
		SP:Iteration 14Q (4821.970000 sec): 3 clusters
  Score: Raw -6917851.556534 + Penalty 3573.246677 = -6914278.309857
  nChanged 957
		SP:Iteration 15Q (4822.470000 sec): 3 clusters
  Score: Raw -6918329.179479 + Penalty 3573.246677 = -6914755.932802
  nChanged 769
		SP:Iteration 16Q (4823.040000 sec): 3 clusters
  Score: Raw -6918555.256154 + Penalty 3573.246677 = -6914982.009477
  nChanged 663
		SP:Iteration 17Q (4823.550000 sec): 3 clusters
  Score: Raw -6918717.380060 + Penalty 3573.246677 = -6915144.133384
  nChanged 579
		SP:Iteration 18Q (4824.020000 sec): 3 clusters
  Score: Raw -6918848.605310 + Penalty 3573.246677 = -6915275.358633
  nChanged 546
		SP:Iteration 19Q (4824.610000 sec): 3 clusters
  Score: Raw -6919011.554017 + Penalty 3573.246677 = -6915438.307341
  nChanged 612
		SP:Iteration 20F (4825.080000 sec): 3 clusters
  Score: Raw -6919211.005199 + Penalty 3573.246677 = -6915637.758522
  nChanged 690
		SP:Iteration 21Q (4825.580000 sec): 3 clusters
  Score: Raw -6919459.881895 + Penalty 3573.246677 = -6915886.635218
  nChanged 775
		SP:Iteration 22Q (4826.170000 sec): 3 clusters
  Score: Raw -6919754.535911 + Penalty 3573.246677 = -6916181.289234
  nChanged 898
		SP:Iteration 23Q (4826.650000 sec): 3 clusters
  Score: Raw -6920090.842954 + Penalty 3573.246677 = -6916517.596278
  nChanged 962
		SP:Iteration 24Q (4827.120000 sec): 3 clusters
  Score: Raw -6920419.069618 + Penalty 3573.246677 = -6916845.822941
  nChanged 995
		SP:Iteration 25Q (4827.680000 sec): 3 clusters
  Score: Raw -6920773.810846 + Penalty 3573.246677 = -6917200.564169
  nChanged 1130
		SP:Iteration 26Q (4828.180000 sec): 3 clusters
  Score: Raw -6921226.985207 + Penalty 3573.246677 = -6917653.738530
  nChanged 1306
		SP:Iteration 27Q (4828.660000 sec): 3 clusters
  Score: Raw -6921831.030821 + Penalty 3573.246677 = -6918257.784144
  nChanged 1511
		SP:Iteration 28Q (4829.170000 sec): 3 clusters
  Score: Raw -6922671.148903 + Penalty 3573.246677 = -6919097.902226
  nChanged 1687
		SP:Iteration 29Q (4829.620000 sec): 3 clusters
  Score: Raw -6923749.224071 + Penalty 3573.246677 = -6920175.977394
  nChanged 1828
		SP:Iteration 30Q (4830.140000 sec): 3 clusters
  Score: Raw -6925130.598804 + Penalty 3573.246677 = -6921557.352127
  nChanged 1934
		SP:Iteration 31Q (4830.670000 sec): 3 clusters
  Score: Raw -6926859.700180 + Penalty 3573.246677 = -6923286.453503
  nChanged 1844
		SP:Iteration 32Q (4831.220000 sec): 3 clusters
  Score: Raw -6928747.788712 + Penalty 3573.246677 = -6925174.542036
  nChanged 1644
		SP:Iteration 33Q (4831.720000 sec): 3 clusters
  Score: Raw -6930616.112413 + Penalty 3573.246677 = -6927042.865736
  nChanged 1316
		SP:Iteration 34Q (4832.210000 sec): 3 clusters
  Score: Raw -6932391.272184 + Penalty 3573.246677 = -6928818.025507
  nChanged 919
		SP:Iteration 35Q (4832.680000 sec): 3 clusters
  Score: Raw -6933887.790358 + Penalty 3573.246677 = -6930314.543681
  nChanged 623
		SP:Iteration 36Q (4833.130000 sec): 3 clusters
  Score: Raw -6935105.275384 + Penalty 3573.246677 = -6931532.028708
  nChanged 432
		SP:Iteration 37Q (4833.640000 sec): 3 clusters
  Score: Raw -6935894.349014 + Penalty 3573.246677 = -6932321.102337
  nChanged 329
		SP:Iteration 38Q (4834.110000 sec): 3 clusters
  Score: Raw -6936390.717037 + Penalty 3573.246677 = -6932817.470360
  nChanged 264
		SP:Iteration 39Q (4834.560000 sec): 3 clusters
  Score: Raw -6936623.624246 + Penalty 3573.246677 = -6933050.377570
  nChanged 202
		SP:Iteration 40F (4835.030000 sec): 3 clusters
  Score: Raw -6936876.524159 + Penalty 3573.246677 = -6933303.277482
  nChanged 188
		SP:Iteration 41Q (4835.530000 sec): 3 clusters
  Score: Raw -6936942.736676 + Penalty 3573.246677 = -6933369.490000
  nChanged 123
		SP:Iteration 42Q (4836.010000 sec): 3 clusters
  Score: Raw -6936966.649473 + Penalty 3573.246677 = -6933393.402797
  nChanged 89
		SP:Iteration 43Q (4836.500000 sec): 3 clusters
  Score: Raw -6936981.011187 + Penalty 3573.246677 = -6933407.764510
  nChanged 59
		SP:Iteration 44Q (4836.940000 sec): 3 clusters
  Score: Raw -6936987.449014 + Penalty 3573.246677 = -6933414.202337
  nChanged 44
		SP:Iteration 45Q (4837.430000 sec): 3 clusters
  Score: Raw -6936991.051036 + Penalty 3573.246677 = -6933417.804359
  nChanged 25
		SP:Iteration 46Q (4837.880000 sec): 3 clusters
  Score: Raw -6936992.416322 + Penalty 3573.246677 = -6933419.169645
  nChanged 22
		SP:Iteration 47Q (4838.370000 sec): 3 clusters
  Score: Raw -6936993.818091 + Penalty 3573.246677 = -6933420.571414
  nChanged 22
		SP:Iteration 48Q (4838.840000 sec): 3 clusters
  Score: Raw -6936995.104812 + Penalty 3573.246677 = -6933421.858135
  nChanged 13
		SP:Iteration 49Q (4839.340000 sec): 3 clusters
  Score: Raw -6936995.708935 + Penalty 3573.246677 = -6933422.462259
  nChanged 12
		SP:Iteration 50Q (4839.780000 sec): 3 clusters
  Score: Raw -6936996.170470 + Penalty 3573.246677 = -6933422.923793
  nChanged 11
		SP:Iteration 51Q (4840.280000 sec): 3 clusters
  Score: Raw -6936996.484496 + Penalty 3573.246677 = -6933423.237819
  nChanged 3
		SP:Iteration 52Q (4840.830000 sec): 3 clusters
  Score: Raw -6936996.583497 + Penalty 3573.246677 = -6933423.336820
  nChanged 5
		SP:Iteration 53Q (4841.350000 sec): 3 clusters
  Score: Raw -6936996.720405 + Penalty 3573.246677 = -6933423.473728
  nChanged 4
		SP:Iteration 54Q (4841.820000 sec): 3 clusters
  Score: Raw -6936996.833517 + Penalty 3573.246677 = -6933423.586840
  nChanged 4
		SP:Iteration 55Q (4842.300000 sec): 3 clusters
  Score: Raw -6936996.983957 + Penalty 3573.246677 = -6933423.737280
  nChanged 2
		SP:Iteration 56Q (4842.700000 sec): 3 clusters
  Score: Raw -6936997.038901 + Penalty 3573.246677 = -6933423.792224
  nChanged 2
		SP:Iteration 57Q (4843.260000 sec): 3 clusters
  Score: Raw -6936997.074891 + Penalty 3573.246677 = -6933423.828214
  nChanged 1
		SP:Iteration 58Q (4843.710000 sec): 3 clusters
  Score: Raw -6936997.091853 + Penalty 3573.246677 = -6933423.845176
  nChanged 0
		SP:Iteration 59F (4844.250000 sec): 3 clusters
  Score: Raw -6936997.091853 + Penalty 3573.246677 = -6933423.845176
  nChanged 0
  Score: Raw -118640804.306230 + Penalty 114768.709000 = -118526035.597230

Splitting cluster 19 changes total score from -118458565.046374 to -118526035.597230

 So it's getting split into cluster 51.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 20 (32764 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4940.920000 sec): 2 clusters
  Score: Raw -3771771.110089 + Penalty 1689.526415 = -3770081.583674
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4941.360000 sec): 3 clusters
  Score: Raw -3751431.367226 + Penalty 3379.052830 = -3748052.314396
  nChanged 15280
		SP:Iteration 1F (4941.800000 sec): 3 clusters
  Score: Raw -3762611.584991 + Penalty 3379.052830 = -3759232.532161
  nChanged 3600
		SP:Iteration 2F (4942.130000 sec): 3 clusters
  Score: Raw -3767308.295814 + Penalty 3379.052830 = -3763929.242984
  nChanged 4035
		SP:Iteration 3F (4942.520000 sec): 3 clusters
  Score: Raw -3771804.230992 + Penalty 3379.052830 = -3768425.178162
  nChanged 2787
		SP:Iteration 4F (4942.900000 sec): 3 clusters
  Score: Raw -3773704.498829 + Penalty 3379.052830 = -3770325.445999
  nChanged 1569
		SP:Iteration 5Q (4943.330000 sec): 3 clusters
  Score: Raw -3774482.413673 + Penalty 3379.052830 = -3771103.360844
  nChanged 950
		SP:Iteration 6Q (4943.670000 sec): 3 clusters
  Score: Raw -3774865.837955 + Penalty 3379.052830 = -3771486.785125
  nChanged 696
		SP:Iteration 7Q (4944.050000 sec): 3 clusters
  Score: Raw -3775121.403455 + Penalty 3379.052830 = -3771742.350625
  nChanged 570
		SP:Iteration 8Q (4944.450000 sec): 3 clusters
  Score: Raw -3775310.136447 + Penalty 3379.052830 = -3771931.083617
  nChanged 487
		SP:Iteration 9Q (4944.820000 sec): 3 clusters
  Score: Raw -3775460.002509 + Penalty 3379.052830 = -3772080.949679
  nChanged 422
		SP:Iteration 10Q (4945.150000 sec): 3 clusters
  Score: Raw -3775590.387075 + Penalty 3379.052830 = -3772211.334245
  nChanged 370
		SP:Iteration 11Q (4945.560000 sec): 3 clusters
  Score: Raw -3775703.138523 + Penalty 3379.052830 = -3772324.085693
  nChanged 342
		SP:Iteration 12Q (4945.960000 sec): 3 clusters
  Score: Raw -3775807.106097 + Penalty 3379.052830 = -3772428.053267
  nChanged 310
		SP:Iteration 13Q (4946.340000 sec): 3 clusters
  Score: Raw -3775900.154010 + Penalty 3379.052830 = -3772521.101180
  nChanged 270
		SP:Iteration 14Q (4946.600000 sec): 3 clusters
  Score: Raw -3775972.640293 + Penalty 3379.052830 = -3772593.587463
  nChanged 239
		SP:Iteration 15Q (4947.020000 sec): 3 clusters
  Score: Raw -3776031.470483 + Penalty 3379.052830 = -3772652.417653
  nChanged 207
		SP:Iteration 16Q (4947.410000 sec): 3 clusters
  Score: Raw -3776075.154737 + Penalty 3379.052830 = -3772696.101907
  nChanged 187
		SP:Iteration 17Q (4947.770000 sec): 3 clusters
  Score: Raw -3776111.069350 + Penalty 3379.052830 = -3772732.016520
  nChanged 152
		SP:Iteration 18Q (4948.130000 sec): 3 clusters
  Score: Raw -3776139.007393 + Penalty 3379.052830 = -3772759.954563
  nChanged 137
		SP:Iteration 19Q (4948.490000 sec): 3 clusters
  Score: Raw -3776163.301674 + Penalty 3379.052830 = -3772784.248844
  nChanged 111
		SP:Iteration 20F (4948.930000 sec): 3 clusters
  Score: Raw -3776182.134825 + Penalty 3379.052830 = -3772803.081995
  nChanged 107
		SP:Iteration 21Q (4949.310000 sec): 3 clusters
  Score: Raw -3776201.625323 + Penalty 3379.052830 = -3772822.572493
  nChanged 109
		SP:Iteration 22Q (4949.700000 sec): 3 clusters
  Score: Raw -3776223.310061 + Penalty 3379.052830 = -3772844.257231
  nChanged 108
		SP:Iteration 23Q (4950.070000 sec): 3 clusters
  Score: Raw -3776243.510825 + Penalty 3379.052830 = -3772864.457995
  nChanged 94
		SP:Iteration 24Q (4950.470000 sec): 3 clusters
  Score: Raw -3776262.262105 + Penalty 3379.052830 = -3772883.209275
  nChanged 99
		SP:Iteration 25Q (4950.880000 sec): 3 clusters
  Score: Raw -3776280.387007 + Penalty 3379.052830 = -3772901.334177
  nChanged 80
		SP:Iteration 26Q (4951.250000 sec): 3 clusters
  Score: Raw -3776294.482522 + Penalty 3379.052830 = -3772915.429692
  nChanged 67
		SP:Iteration 27Q (4951.550000 sec): 3 clusters
  Score: Raw -3776307.071118 + Penalty 3379.052830 = -3772928.018288
  nChanged 80
		SP:Iteration 28Q (4951.900000 sec): 3 clusters
  Score: Raw -3776323.233177 + Penalty 3379.052830 = -3772944.180347
  nChanged 77
		SP:Iteration 29Q (4952.290000 sec): 3 clusters
  Score: Raw -3776340.847083 + Penalty 3379.052830 = -3772961.794253
  nChanged 72
		SP:Iteration 30Q (4952.680000 sec): 3 clusters
  Score: Raw -3776359.161242 + Penalty 3379.052830 = -3772980.108412
  nChanged 75
		SP:Iteration 31Q (4953.070000 sec): 3 clusters
  Score: Raw -3776377.172330 + Penalty 3379.052830 = -3772998.119500
  nChanged 62
		SP:Iteration 32Q (4953.400000 sec): 3 clusters
  Score: Raw -3776393.721032 + Penalty 3379.052830 = -3773014.668202
  nChanged 71
		SP:Iteration 33Q (4953.760000 sec): 3 clusters
  Score: Raw -3776415.871953 + Penalty 3379.052830 = -3773036.819123
  nChanged 72
		SP:Iteration 34Q (4954.090000 sec): 3 clusters
  Score: Raw -3776437.345535 + Penalty 3379.052830 = -3773058.292705
  nChanged 85
		SP:Iteration 35Q (4954.450000 sec): 3 clusters
  Score: Raw -3776468.917886 + Penalty 3379.052830 = -3773089.865056
  nChanged 103
		SP:Iteration 36Q (4954.820000 sec): 3 clusters
  Score: Raw -3776510.723983 + Penalty 3379.052830 = -3773131.671153
  nChanged 109
		SP:Iteration 37Q (4955.190000 sec): 3 clusters
  Score: Raw -3776566.240784 + Penalty 3379.052830 = -3773187.187954
  nChanged 124
		SP:Iteration 38Q (4955.550000 sec): 3 clusters
  Score: Raw -3776634.215910 + Penalty 3379.052830 = -3773255.163081
  nChanged 121
		SP:Iteration 39Q (4955.890000 sec): 3 clusters
  Score: Raw -3776709.353366 + Penalty 3379.052830 = -3773330.300536
  nChanged 110
		SP:Iteration 40F (4956.280000 sec): 3 clusters
  Score: Raw -3776777.635783 + Penalty 3379.052830 = -3773398.582953
  nChanged 102
		SP:Iteration 41Q (4956.620000 sec): 3 clusters
  Score: Raw -3776851.017028 + Penalty 3379.052830 = -3773471.964198
  nChanged 123
		SP:Iteration 42Q (4957.040000 sec): 3 clusters
  Score: Raw -3776948.279924 + Penalty 3379.052830 = -3773569.227094
  nChanged 128
		SP:Iteration 43Q (4957.460000 sec): 3 clusters
  Score: Raw -3777068.028955 + Penalty 3379.052830 = -3773688.976125
  nChanged 137
		SP:Iteration 44Q (4957.920000 sec): 3 clusters
  Score: Raw -3777199.208861 + Penalty 3379.052830 = -3773820.156031
  nChanged 116
		SP:Iteration 45Q (4958.220000 sec): 3 clusters
  Score: Raw -3777336.362998 + Penalty 3379.052830 = -3773957.310168
  nChanged 131
		SP:Iteration 46Q (4958.540000 sec): 3 clusters
  Score: Raw -3777438.703934 + Penalty 3379.052830 = -3774059.651104
  nChanged 102
		SP:Iteration 47Q (4958.940000 sec): 3 clusters
  Score: Raw -3777494.703885 + Penalty 3379.052830 = -3774115.651055
  nChanged 89
		SP:Iteration 48Q (4959.260000 sec): 3 clusters
  Score: Raw -3777522.739621 + Penalty 3379.052830 = -3774143.686791
  nChanged 56
		SP:Iteration 49Q (4959.720000 sec): 3 clusters
  Score: Raw -3777535.749564 + Penalty 3379.052830 = -3774156.696734
  nChanged 45
		SP:Iteration 50Q (4960.020000 sec): 3 clusters
  Score: Raw -3777542.832709 + Penalty 3379.052830 = -3774163.779879
  nChanged 26
		SP:Iteration 51Q (4960.440000 sec): 3 clusters
  Score: Raw -3777547.336209 + Penalty 3379.052830 = -3774168.283379
  nChanged 11
		SP:Iteration 52Q (4960.780000 sec): 3 clusters
  Score: Raw -3777549.799477 + Penalty 3379.052830 = -3774170.746647
  nChanged 15
		SP:Iteration 53Q (4961.180000 sec): 3 clusters
  Score: Raw -3777552.637057 + Penalty 3379.052830 = -3774173.584227
  nChanged 19
		SP:Iteration 54Q (4961.540000 sec): 3 clusters
  Score: Raw -3777555.598068 + Penalty 3379.052830 = -3774176.545238
  nChanged 14
		SP:Iteration 55Q (4961.850000 sec): 3 clusters
  Score: Raw -3777558.482268 + Penalty 3379.052830 = -3774179.429438
  nChanged 15
		SP:Iteration 56Q (4962.220000 sec): 3 clusters
  Score: Raw -3777560.336085 + Penalty 3379.052830 = -3774181.283255
  nChanged 8
		SP:Iteration 57Q (4962.580000 sec): 3 clusters
  Score: Raw -3777560.970324 + Penalty 3379.052830 = -3774181.917494
  nChanged 5
		SP:Iteration 58Q (4962.970000 sec): 3 clusters
  Score: Raw -3777561.256852 + Penalty 3379.052830 = -3774182.204022
  nChanged 4
		SP:Iteration 59Q (4963.380000 sec): 3 clusters
  Score: Raw -3777561.589005 + Penalty 3379.052830 = -3774182.536175
  nChanged 3
		SP:Iteration 60F (4963.800000 sec): 3 clusters
  Score: Raw -3777561.951511 + Penalty 3379.052830 = -3774182.898681
  nChanged 3
		SP:Iteration 61Q (4964.160000 sec): 3 clusters
  Score: Raw -3777562.249221 + Penalty 3379.052830 = -3774183.196391
  nChanged 3
		SP:Iteration 62Q (4964.500000 sec): 3 clusters
  Score: Raw -3777562.863057 + Penalty 3379.052830 = -3774183.810227
  nChanged 4
		SP:Iteration 63Q (4964.870000 sec): 3 clusters
  Score: Raw -3777563.526897 + Penalty 3379.052830 = -3774184.474067
  nChanged 5
		SP:Iteration 64Q (4965.230000 sec): 3 clusters
  Score: Raw -3777564.097229 + Penalty 3379.052830 = -3774185.044399
  nChanged 4
		SP:Iteration 65Q (4965.680000 sec): 3 clusters
  Score: Raw -3777564.553651 + Penalty 3379.052830 = -3774185.500821
  nChanged 4
		SP:Iteration 66Q (4966.050000 sec): 3 clusters
  Score: Raw -3777564.864933 + Penalty 3379.052830 = -3774185.812103
  nChanged 3
		SP:Iteration 67Q (4966.390000 sec): 3 clusters
  Score: Raw -3777565.004121 + Penalty 3379.052830 = -3774185.951291
  nChanged 0
		SP:Iteration 68F (4966.780000 sec): 3 clusters
  Score: Raw -3777565.004121 + Penalty 3379.052830 = -3774185.951291
  nChanged 0
  Score: Raw -118646598.200262 + Penalty 117019.075843 = -118529579.124419

Splitting cluster 20 changes total score from -118458565.046374 to -118529579.124419

 So it's getting split into cluster 52.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 21 (163778 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5068.440000 sec): 2 clusters
  Score: Raw -19253569.247441 + Penalty 1951.018409 = -19251618.229032
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5069.570000 sec): 3 clusters
  Score: Raw -19145516.064470 + Penalty 3902.036818 = -19141614.027652
  nChanged 79056
		SP:Iteration 1F (5070.780000 sec): 3 clusters
  Score: Raw -19193697.594502 + Penalty 3902.036818 = -19189795.557684
  nChanged 7969
		SP:Iteration 2Q (5072.080000 sec): 3 clusters
  Score: Raw -19196881.466265 + Penalty 3902.036818 = -19192979.429448
  nChanged 9600
		SP:Iteration 3F (5073.060000 sec): 3 clusters
  Score: Raw -19201631.682082 + Penalty 3902.036818 = -19197729.645264
  nChanged 10926
		SP:Iteration 4F (5074.070000 sec): 3 clusters
  Score: Raw -19207770.056222 + Penalty 3902.036818 = -19203868.019404
  nChanged 11243
		SP:Iteration 5F (5075.100000 sec): 3 clusters
  Score: Raw -19214495.415149 + Penalty 3902.036818 = -19210593.378331
  nChanged 10789
		SP:Iteration 6F (5076.050000 sec): 3 clusters
  Score: Raw -19221324.223709 + Penalty 3902.036818 = -19217422.186891
  nChanged 10065
		SP:Iteration 7F (5077.020000 sec): 3 clusters
  Score: Raw -19228161.638461 + Penalty 3902.036818 = -19224259.601644
  nChanged 9146
		SP:Iteration 8F (5077.970000 sec): 3 clusters
  Score: Raw -19234953.015861 + Penalty 3902.036818 = -19231050.979043
  nChanged 8051
		SP:Iteration 9Q (5078.920000 sec): 3 clusters
  Score: Raw -19241269.532505 + Penalty 3902.036818 = -19237367.495688
  nChanged 6414
		SP:Iteration 10Q (5079.870000 sec): 3 clusters
  Score: Raw -19246466.511838 + Penalty 3902.036818 = -19242564.475020
  nChanged 4479
		SP:Iteration 11Q (5080.890000 sec): 3 clusters
  Score: Raw -19250077.609909 + Penalty 3902.036818 = -19246175.573092
  nChanged 2571
		SP:Iteration 12Q (5081.870000 sec): 3 clusters
  Score: Raw -19252083.085940 + Penalty 3902.036818 = -19248181.049123
  nChanged 1386
		SP:Iteration 13Q (5082.740000 sec): 3 clusters
  Score: Raw -19253075.965690 + Penalty 3902.036818 = -19249173.928872
  nChanged 713
		SP:Iteration 14Q (5083.570000 sec): 3 clusters
  Score: Raw -19253558.317368 + Penalty 3902.036818 = -19249656.280551
  nChanged 446
		SP:Iteration 15Q (5084.550000 sec): 3 clusters
  Score: Raw -19253844.314626 + Penalty 3902.036818 = -19249942.277809
  nChanged 260
		SP:Iteration 16Q (5085.390000 sec): 3 clusters
  Score: Raw -19254021.525176 + Penalty 3902.036818 = -19250119.488358
  nChanged 202
		SP:Iteration 17Q (5086.310000 sec): 3 clusters
  Score: Raw -19254170.913572 + Penalty 3902.036818 = -19250268.876754
  nChanged 168
		SP:Iteration 18Q (5087.280000 sec): 3 clusters
  Score: Raw -19254297.758772 + Penalty 3902.036818 = -19250395.721954
  nChanged 137
		SP:Iteration 19Q (5088.210000 sec): 3 clusters
  Score: Raw -19254388.964764 + Penalty 3902.036818 = -19250486.927947
  nChanged 103
		SP:Iteration 20F (5089.430000 sec): 3 clusters
  Score: Raw -19254439.100747 + Penalty 3902.036818 = -19250537.063929
  nChanged 88
		SP:Iteration 21Q (5090.430000 sec): 3 clusters
  Score: Raw -19254484.861666 + Penalty 3902.036818 = -19250582.824849
  nChanged 82
		SP:Iteration 22Q (5091.390000 sec): 3 clusters
  Score: Raw -19254518.903028 + Penalty 3902.036818 = -19250616.866210
  nChanged 65
		SP:Iteration 23Q (5092.390000 sec): 3 clusters
  Score: Raw -19254545.540382 + Penalty 3902.036818 = -19250643.503564
  nChanged 58
		SP:Iteration 24Q (5093.280000 sec): 3 clusters
  Score: Raw -19254568.496873 + Penalty 3902.036818 = -19250666.460056
  nChanged 56
		SP:Iteration 25Q (5094.210000 sec): 3 clusters
  Score: Raw -19254591.199091 + Penalty 3902.036818 = -19250689.162273
  nChanged 47
		SP:Iteration 26Q (5095.130000 sec): 3 clusters
  Score: Raw -19254608.733803 + Penalty 3902.036818 = -19250706.696986
  nChanged 50
		SP:Iteration 27Q (5096.020000 sec): 3 clusters
  Score: Raw -19254623.829042 + Penalty 3902.036818 = -19250721.792224
  nChanged 30
		SP:Iteration 28Q (5096.890000 sec): 3 clusters
  Score: Raw -19254633.248461 + Penalty 3902.036818 = -19250731.211644
  nChanged 30
		SP:Iteration 29Q (5097.860000 sec): 3 clusters
  Score: Raw -19254641.051697 + Penalty 3902.036818 = -19250739.014880
  nChanged 26
		SP:Iteration 30Q (5098.790000 sec): 3 clusters
  Score: Raw -19254650.466528 + Penalty 3902.036818 = -19250748.429710
  nChanged 26
		SP:Iteration 31Q (5099.730000 sec): 3 clusters
  Score: Raw -19254657.022348 + Penalty 3902.036818 = -19250754.985530
  nChanged 27
		SP:Iteration 32Q (5100.660000 sec): 3 clusters
  Score: Raw -19254663.986432 + Penalty 3902.036818 = -19250761.949614
  nChanged 21
		SP:Iteration 33Q (5101.530000 sec): 3 clusters
  Score: Raw -19254669.370126 + Penalty 3902.036818 = -19250767.333308
  nChanged 14
		SP:Iteration 34Q (5102.430000 sec): 3 clusters
  Score: Raw -19254673.494799 + Penalty 3902.036818 = -19250771.457982
  nChanged 14
		SP:Iteration 35Q (5103.310000 sec): 3 clusters
  Score: Raw -19254676.123239 + Penalty 3902.036818 = -19250774.086421
  nChanged 6
		SP:Iteration 36Q (5104.210000 sec): 3 clusters
  Score: Raw -19254677.147490 + Penalty 3902.036818 = -19250775.110672
  nChanged 8
		SP:Iteration 37Q (5105.110000 sec): 3 clusters
  Score: Raw -19254678.690247 + Penalty 3902.036818 = -19250776.653429
  nChanged 6
		SP:Iteration 38Q (5106.070000 sec): 3 clusters
  Score: Raw -19254679.684425 + Penalty 3902.036818 = -19250777.647608
  nChanged 6
		SP:Iteration 39Q (5106.990000 sec): 3 clusters
  Score: Raw -19254680.784337 + Penalty 3902.036818 = -19250778.747519
  nChanged 8
		SP:Iteration 40F (5107.960000 sec): 3 clusters
  Score: Raw -19254682.581570 + Penalty 3902.036818 = -19250780.544752
  nChanged 12
		SP:Iteration 41Q (5108.840000 sec): 3 clusters
  Score: Raw -19254685.416249 + Penalty 3902.036818 = -19250783.379432
  nChanged 8
		SP:Iteration 42Q (5109.730000 sec): 3 clusters
  Score: Raw -19254686.578382 + Penalty 3902.036818 = -19250784.541565
  nChanged 4
		SP:Iteration 43Q (5110.680000 sec): 3 clusters
  Score: Raw -19254686.989486 + Penalty 3902.036818 = -19250784.952668
  nChanged 2
		SP:Iteration 44Q (5111.660000 sec): 3 clusters
  Score: Raw -19254687.206361 + Penalty 3902.036818 = -19250785.169543
  nChanged 0
		SP:Iteration 45F (5112.720000 sec): 3 clusters
  Score: Raw -19254687.206361 + Penalty 3902.036818 = -19250785.169543
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 22 (14503 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5112.970000 sec): 2 clusters
  Score: Raw -1762576.899584 + Penalty 1557.093006 = -1761019.806578
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5113.260000 sec): 3 clusters
  Score: Raw -1754049.348389 + Penalty 3114.186011 = -1750935.162378
  nChanged 6464
		SP:Iteration 1F (5113.520000 sec): 3 clusters
  Score: Raw -1757831.556549 + Penalty 3114.186011 = -1754717.370537
  nChanged 988
		SP:Iteration 2F (5113.810000 sec): 3 clusters
  Score: Raw -1758335.982810 + Penalty 3114.186011 = -1755221.796799
  nChanged 885
		SP:Iteration 3F (5114.140000 sec): 3 clusters
  Score: Raw -1758902.018041 + Penalty 3114.186011 = -1755787.832030
  nChanged 887
		SP:Iteration 4F (5114.400000 sec): 3 clusters
  Score: Raw -1759647.236264 + Penalty 3114.186011 = -1756533.050252
  nChanged 962
		SP:Iteration 5F (5114.680000 sec): 3 clusters
  Score: Raw -1760491.492675 + Penalty 3114.186011 = -1757377.306664
  nChanged 1065
		SP:Iteration 6F (5114.960000 sec): 3 clusters
  Score: Raw -1761299.722644 + Penalty 3114.186011 = -1758185.536633
  nChanged 997
		SP:Iteration 7F (5115.300000 sec): 3 clusters
  Score: Raw -1762079.456807 + Penalty 3114.186011 = -1758965.270796
  nChanged 933
		SP:Iteration 8F (5115.580000 sec): 3 clusters
  Score: Raw -1762822.020286 + Penalty 3114.186011 = -1759707.834275
  nChanged 730
		SP:Iteration 9F (5115.870000 sec): 3 clusters
  Score: Raw -1763508.747997 + Penalty 3114.186011 = -1760394.561986
  nChanged 615
		SP:Iteration 10Q (5116.210000 sec): 3 clusters
  Score: Raw -1764458.144555 + Penalty 3114.186011 = -1761343.958544
  nChanged 662
		SP:Iteration 11Q (5116.580000 sec): 3 clusters
  Score: Raw -1766681.931240 + Penalty 3114.186011 = -1763567.745228
  nChanged 781
		SP:Iteration 12F (5116.820000 sec): 3 clusters
  Score: Raw -1769537.062924 + Penalty 3114.186011 = -1766422.876913
  nChanged 1103
		SP:Iteration 13F (5117.070000 sec): 3 clusters
  Score: Raw -1771349.526384 + Penalty 3114.186011 = -1768235.340373
  nChanged 885
		SP:Iteration 14F (5117.320000 sec): 3 clusters
  Score: Raw -1773376.361470 + Penalty 3114.186011 = -1770262.175459
  nChanged 490
		SP:Iteration 15Q (5117.610000 sec): 3 clusters
  Score: Raw -1774713.146788 + Penalty 3114.186011 = -1771598.960777
  nChanged 257
		SP:Iteration 16Q (5117.890000 sec): 3 clusters
  Score: Raw -1775502.346294 + Penalty 3114.186011 = -1772388.160283
  nChanged 221
		SP:Iteration 17Q (5118.270000 sec): 3 clusters
  Score: Raw -1776778.043732 + Penalty 3114.186011 = -1773663.857721
  nChanged 176
		SP:Iteration 18Q (5118.480000 sec): 3 clusters
  Score: Raw -1778463.446481 + Penalty 3114.186011 = -1775349.260470
  nChanged 70
		SP:Iteration 19Q (5118.770000 sec): 3 clusters
  Score: Raw -1779457.155091 + Penalty 3114.186011 = -1776342.969080
  nChanged 18
		SP:Iteration 20F (5119.030000 sec): 3 clusters
  Score: Raw -1779607.953505 + Penalty 3114.186011 = -1776493.767494
  nChanged 9
		SP:Iteration 21Q (5119.280000 sec): 3 clusters
  Score: Raw -1779616.378646 + Penalty 3114.186011 = -1776502.192635
  nChanged 0
		SP:Iteration 22F (5119.570000 sec): 3 clusters
  Score: Raw -1779616.378646 + Penalty 3114.186011 = -1776502.192635
  nChanged 0
  Score: Raw -118663637.679325 + Penalty 119269.442686 = -118544368.236639

Splitting cluster 22 changes total score from -118458565.046374 to -118544368.236639

 So it's getting split into cluster 53.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 23 (72966 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5225.910000 sec): 2 clusters
  Score: Raw -8464410.365366 + Penalty 1819.634189 = -8462590.731176
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5226.510000 sec): 3 clusters
  Score: Raw -8417577.774160 + Penalty 3639.268379 = -8413938.505781
  nChanged 34687
		SP:Iteration 1F (5227.040000 sec): 3 clusters
  Score: Raw -8442564.267172 + Penalty 3639.268379 = -8438924.998793
  nChanged 6405
		SP:Iteration 2F (5227.560000 sec): 3 clusters
  Score: Raw -8448663.330791 + Penalty 3639.268379 = -8445024.062412
  nChanged 6694
		SP:Iteration 3F (5228.210000 sec): 3 clusters
  Score: Raw -8454611.406821 + Penalty 3639.268379 = -8450972.138442
  nChanged 6019
		SP:Iteration 4F (5228.780000 sec): 3 clusters
  Score: Raw -8459528.916838 + Penalty 3639.268379 = -8455889.648459
  nChanged 4969
		SP:Iteration 5F (5229.290000 sec): 3 clusters
  Score: Raw -8462816.951008 + Penalty 3639.268379 = -8459177.682629
  nChanged 3788
		SP:Iteration 6F (5229.760000 sec): 3 clusters
  Score: Raw -8464639.762747 + Penalty 3639.268379 = -8461000.494368
  nChanged 2702
		SP:Iteration 7Q (5230.300000 sec): 3 clusters
  Score: Raw -8465596.619401 + Penalty 3639.268379 = -8461957.351023
  nChanged 1943
		SP:Iteration 8Q (5230.880000 sec): 3 clusters
  Score: Raw -8466196.473094 + Penalty 3639.268379 = -8462557.204715
  nChanged 1524
		SP:Iteration 9Q (5231.400000 sec): 3 clusters
  Score: Raw -8466595.394571 + Penalty 3639.268379 = -8462956.126192
  nChanged 1275
		SP:Iteration 10Q (5231.950000 sec): 3 clusters
  Score: Raw -8466882.913208 + Penalty 3639.268379 = -8463243.644829
  nChanged 1083
		SP:Iteration 11Q (5232.520000 sec): 3 clusters
  Score: Raw -8467113.000754 + Penalty 3639.268379 = -8463473.732375
  nChanged 973
		SP:Iteration 12Q (5233.100000 sec): 3 clusters
  Score: Raw -8467313.296510 + Penalty 3639.268379 = -8463674.028131
  nChanged 861
		SP:Iteration 13Q (5233.650000 sec): 3 clusters
  Score: Raw -8467472.362816 + Penalty 3639.268379 = -8463833.094437
  nChanged 841
		SP:Iteration 14Q (5234.200000 sec): 3 clusters
  Score: Raw -8467610.025357 + Penalty 3639.268379 = -8463970.756978
  nChanged 736
		SP:Iteration 15Q (5234.770000 sec): 3 clusters
  Score: Raw -8467733.597728 + Penalty 3639.268379 = -8464094.329349
  nChanged 715
		SP:Iteration 16Q (5235.360000 sec): 3 clusters
  Score: Raw -8467846.337364 + Penalty 3639.268379 = -8464207.068985
  nChanged 713
		SP:Iteration 17Q (5235.960000 sec): 3 clusters
  Score: Raw -8467959.839788 + Penalty 3639.268379 = -8464320.571409
  nChanged 716
		SP:Iteration 18Q (5236.540000 sec): 3 clusters
  Score: Raw -8468075.703088 + Penalty 3639.268379 = -8464436.434710
  nChanged 751
		SP:Iteration 19Q (5237.110000 sec): 3 clusters
  Score: Raw -8468207.368927 + Penalty 3639.268379 = -8464568.100548
  nChanged 762
		SP:Iteration 20F (5237.660000 sec): 3 clusters
  Score: Raw -8468346.869085 + Penalty 3639.268379 = -8464707.600706
  nChanged 772
		SP:Iteration 21Q (5238.220000 sec): 3 clusters
  Score: Raw -8468496.907814 + Penalty 3639.268379 = -8464857.639435
  nChanged 857
		SP:Iteration 22Q (5238.750000 sec): 3 clusters
  Score: Raw -8468671.339164 + Penalty 3639.268379 = -8465032.070785
  nChanged 878
		SP:Iteration 23Q (5239.280000 sec): 3 clusters
  Score: Raw -8468864.897665 + Penalty 3639.268379 = -8465225.629286
  nChanged 862
		SP:Iteration 24Q (5239.780000 sec): 3 clusters
  Score: Raw -8469055.203044 + Penalty 3639.268379 = -8465415.934665
  nChanged 851
		SP:Iteration 25Q (5240.250000 sec): 3 clusters
  Score: Raw -8469248.075050 + Penalty 3639.268379 = -8465608.806671
  nChanged 826
		SP:Iteration 26Q (5240.850000 sec): 3 clusters
  Score: Raw -8469449.328021 + Penalty 3639.268379 = -8465810.059642
  nChanged 805
		SP:Iteration 27Q (5241.460000 sec): 3 clusters
  Score: Raw -8469658.768297 + Penalty 3639.268379 = -8466019.499918
  nChanged 779
		SP:Iteration 28Q (5241.990000 sec): 3 clusters
  Score: Raw -8469860.687025 + Penalty 3639.268379 = -8466221.418646
  nChanged 768
		SP:Iteration 29Q (5242.560000 sec): 3 clusters
  Score: Raw -8470071.256161 + Penalty 3639.268379 = -8466431.987782
  nChanged 705
		SP:Iteration 30Q (5243.170000 sec): 3 clusters
  Score: Raw -8470269.830610 + Penalty 3639.268379 = -8466630.562231
  nChanged 672
		SP:Iteration 31Q (5243.670000 sec): 3 clusters
  Score: Raw -8470455.042192 + Penalty 3639.268379 = -8466815.773813
  nChanged 610
		SP:Iteration 32Q (5244.270000 sec): 3 clusters
  Score: Raw -8470612.769259 + Penalty 3639.268379 = -8466973.500881
  nChanged 557
		SP:Iteration 33Q (5244.830000 sec): 3 clusters
  Score: Raw -8470747.826457 + Penalty 3639.268379 = -8467108.558078
  nChanged 514
		SP:Iteration 34Q (5245.510000 sec): 3 clusters
  Score: Raw -8470883.015245 + Penalty 3639.268379 = -8467243.746866
  nChanged 501
		SP:Iteration 35Q (5246.060000 sec): 3 clusters
  Score: Raw -8471028.666676 + Penalty 3639.268379 = -8467389.398297
  nChanged 466
		SP:Iteration 36Q (5246.630000 sec): 3 clusters
  Score: Raw -8471163.534667 + Penalty 3639.268379 = -8467524.266288
  nChanged 445
		SP:Iteration 37Q (5247.180000 sec): 3 clusters
  Score: Raw -8471291.484105 + Penalty 3639.268379 = -8467652.215726
  nChanged 416
		SP:Iteration 38Q (5247.680000 sec): 3 clusters
  Score: Raw -8471413.446237 + Penalty 3639.268379 = -8467774.177858
  nChanged 395
		SP:Iteration 39Q (5248.280000 sec): 3 clusters
  Score: Raw -8471520.212683 + Penalty 3639.268379 = -8467880.944304
  nChanged 341
		SP:Iteration 40F (5248.840000 sec): 3 clusters
  Score: Raw -8471601.680303 + Penalty 3639.268379 = -8467962.411924
  nChanged 321
		SP:Iteration 41Q (5249.370000 sec): 3 clusters
  Score: Raw -8471661.393900 + Penalty 3639.268379 = -8468022.125521
  nChanged 245
		SP:Iteration 42Q (5250.010000 sec): 3 clusters
  Score: Raw -8471698.778838 + Penalty 3639.268379 = -8468059.510459
  nChanged 193
		SP:Iteration 43Q (5250.600000 sec): 3 clusters
  Score: Raw -8471727.183283 + Penalty 3639.268379 = -8468087.914904
  nChanged 194
		SP:Iteration 44Q (5251.190000 sec): 3 clusters
  Score: Raw -8471750.875230 + Penalty 3639.268379 = -8468111.606851
  nChanged 153
		SP:Iteration 45Q (5251.700000 sec): 3 clusters
  Score: Raw -8471767.455006 + Penalty 3639.268379 = -8468128.186627
  nChanged 126
		SP:Iteration 46Q (5252.310000 sec): 3 clusters
  Score: Raw -8471778.795275 + Penalty 3639.268379 = -8468139.526896
  nChanged 114
		SP:Iteration 47Q (5252.880000 sec): 3 clusters
  Score: Raw -8471791.284303 + Penalty 3639.268379 = -8468152.015924
  nChanged 107
		SP:Iteration 48Q (5253.490000 sec): 3 clusters
  Score: Raw -8471802.200892 + Penalty 3639.268379 = -8468162.932513
  nChanged 93
		SP:Iteration 49Q (5254.090000 sec): 3 clusters
  Score: Raw -8471812.007516 + Penalty 3639.268379 = -8468172.739137
  nChanged 99
		SP:Iteration 50Q (5254.630000 sec): 3 clusters
  Score: Raw -8471822.291841 + Penalty 3639.268379 = -8468183.023462
  nChanged 102
		SP:Iteration 51Q (5255.160000 sec): 3 clusters
  Score: Raw -8471832.416027 + Penalty 3639.268379 = -8468193.147648
  nChanged 93
		SP:Iteration 52Q (5255.740000 sec): 3 clusters
  Score: Raw -8471841.600238 + Penalty 3639.268379 = -8468202.331860
  nChanged 85
		SP:Iteration 53Q (5256.290000 sec): 3 clusters
  Score: Raw -8471851.096444 + Penalty 3639.268379 = -8468211.828066
  nChanged 90
		SP:Iteration 54Q (5256.790000 sec): 3 clusters
  Score: Raw -8471859.887924 + Penalty 3639.268379 = -8468220.619545
  nChanged 81
		SP:Iteration 55Q (5257.370000 sec): 3 clusters
  Score: Raw -8471867.930118 + Penalty 3639.268379 = -8468228.661739
  nChanged 80
		SP:Iteration 56Q (5257.950000 sec): 3 clusters
  Score: Raw -8471877.836726 + Penalty 3639.268379 = -8468238.568347
  nChanged 72
		SP:Iteration 57Q (5258.550000 sec): 3 clusters
  Score: Raw -8471884.792209 + Penalty 3639.268379 = -8468245.523830
  nChanged 63
		SP:Iteration 58Q (5259.090000 sec): 3 clusters
  Score: Raw -8471890.671845 + Penalty 3639.268379 = -8468251.403466
  nChanged 57
		SP:Iteration 59Q (5259.690000 sec): 3 clusters
  Score: Raw -8471895.820550 + Penalty 3639.268379 = -8468256.552171
  nChanged 58
		SP:Iteration 60F (5260.250000 sec): 3 clusters
  Score: Raw -8471902.337205 + Penalty 3639.268379 = -8468263.068826
  nChanged 64
		SP:Iteration 61Q (5260.830000 sec): 3 clusters
  Score: Raw -8471912.455619 + Penalty 3639.268379 = -8468273.187240
  nChanged 73
		SP:Iteration 62Q (5261.410000 sec): 3 clusters
  Score: Raw -8471924.440520 + Penalty 3639.268379 = -8468285.172141
  nChanged 82
		SP:Iteration 63Q (5262.010000 sec): 3 clusters
  Score: Raw -8471935.689904 + Penalty 3639.268379 = -8468296.421525
  nChanged 71
		SP:Iteration 64Q (5262.640000 sec): 3 clusters
  Score: Raw -8471942.707436 + Penalty 3639.268379 = -8468303.439058
  nChanged 62
		SP:Iteration 65Q (5263.200000 sec): 3 clusters
  Score: Raw -8471950.030626 + Penalty 3639.268379 = -8468310.762247
  nChanged 73
		SP:Iteration 66Q (5263.800000 sec): 3 clusters
  Score: Raw -8471958.360634 + Penalty 3639.268379 = -8468319.092255
  nChanged 73
		SP:Iteration 67Q (5264.430000 sec): 3 clusters
  Score: Raw -8471965.423632 + Penalty 3639.268379 = -8468326.155253
  nChanged 61
		SP:Iteration 68Q (5264.990000 sec): 3 clusters
  Score: Raw -8471971.771765 + Penalty 3639.268379 = -8468332.503386
  nChanged 62
		SP:Iteration 69Q (5265.600000 sec): 3 clusters
  Score: Raw -8471977.909686 + Penalty 3639.268379 = -8468338.641307
  nChanged 50
		SP:Iteration 70Q (5266.230000 sec): 3 clusters
  Score: Raw -8471983.701194 + Penalty 3639.268379 = -8468344.432815
  nChanged 59
		SP:Iteration 71Q (5266.730000 sec): 3 clusters
  Score: Raw -8471990.357211 + Penalty 3639.268379 = -8468351.088832
  nChanged 68
		SP:Iteration 72Q (5267.290000 sec): 3 clusters
  Score: Raw -8471997.929480 + Penalty 3639.268379 = -8468358.661101
  nChanged 75
		SP:Iteration 73Q (5267.970000 sec): 3 clusters
  Score: Raw -8472006.780757 + Penalty 3639.268379 = -8468367.512378
  nChanged 76
		SP:Iteration 74Q (5268.440000 sec): 3 clusters
  Score: Raw -8472017.532097 + Penalty 3639.268379 = -8468378.263718
  nChanged 87
		SP:Iteration 75Q (5269.060000 sec): 3 clusters
  Score: Raw -8472030.643996 + Penalty 3639.268379 = -8468391.375617
  nChanged 79
		SP:Iteration 76Q (5269.750000 sec): 3 clusters
  Score: Raw -8472042.132396 + Penalty 3639.268379 = -8468402.864017
  nChanged 87
		SP:Iteration 77Q (5270.240000 sec): 3 clusters
  Score: Raw -8472053.619472 + Penalty 3639.268379 = -8468414.351093
  nChanged 84
		SP:Iteration 78Q (5270.800000 sec): 3 clusters
  Score: Raw -8472064.089355 + Penalty 3639.268379 = -8468424.820976
  nChanged 70
		SP:Iteration 79Q (5271.390000 sec): 3 clusters
  Score: Raw -8472072.021836 + Penalty 3639.268379 = -8468432.753457
  nChanged 69
		SP:Iteration 80F (5271.900000 sec): 3 clusters
  Score: Raw -8472079.024718 + Penalty 3639.268379 = -8468439.756339
  nChanged 47
		SP:Iteration 81Q (5272.530000 sec): 3 clusters
  Score: Raw -8472084.408161 + Penalty 3639.268379 = -8468445.139782
  nChanged 46
		SP:Iteration 82Q (5272.980000 sec): 3 clusters
  Score: Raw -8472089.995466 + Penalty 3639.268379 = -8468450.727087
  nChanged 44
		SP:Iteration 83Q (5273.520000 sec): 3 clusters
  Score: Raw -8472095.374677 + Penalty 3639.268379 = -8468456.106299
  nChanged 57
		SP:Iteration 84Q (5274.220000 sec): 3 clusters
  Score: Raw -8472102.387732 + Penalty 3639.268379 = -8468463.119353
  nChanged 60
		SP:Iteration 85Q (5274.730000 sec): 3 clusters
  Score: Raw -8472109.289307 + Penalty 3639.268379 = -8468470.020928
  nChanged 65
		SP:Iteration 86Q (5275.320000 sec): 3 clusters
  Score: Raw -8472116.509901 + Penalty 3639.268379 = -8468477.241522
  nChanged 63
		SP:Iteration 87Q (5275.880000 sec): 3 clusters
  Score: Raw -8472124.257919 + Penalty 3639.268379 = -8468484.989540
  nChanged 55
		SP:Iteration 88Q (5276.460000 sec): 3 clusters
  Score: Raw -8472129.338468 + Penalty 3639.268379 = -8468490.070089
  nChanged 37
		SP:Iteration 89Q (5277.000000 sec): 3 clusters
  Score: Raw -8472132.831187 + Penalty 3639.268379 = -8468493.562808
  nChanged 44
		SP:Iteration 90Q (5277.550000 sec): 3 clusters
  Score: Raw -8472136.274143 + Penalty 3639.268379 = -8468497.005764
  nChanged 38
		SP:Iteration 91Q (5278.070000 sec): 3 clusters
  Score: Raw -8472139.643538 + Penalty 3639.268379 = -8468500.375159
  nChanged 34
		SP:Iteration 92Q (5278.610000 sec): 3 clusters
  Score: Raw -8472142.013342 + Penalty 3639.268379 = -8468502.744963
  nChanged 28
		SP:Iteration 93Q (5279.190000 sec): 3 clusters
  Score: Raw -8472143.786765 + Penalty 3639.268379 = -8468504.518386
  nChanged 19
		SP:Iteration 94Q (5279.770000 sec): 3 clusters
  Score: Raw -8472145.415677 + Penalty 3639.268379 = -8468506.147298
  nChanged 22
		SP:Iteration 95Q (5280.390000 sec): 3 clusters
  Score: Raw -8472147.305317 + Penalty 3639.268379 = -8468508.036938
  nChanged 18
		SP:Iteration 96Q (5280.950000 sec): 3 clusters
  Score: Raw -8472148.403157 + Penalty 3639.268379 = -8468509.134778
  nChanged 20
		SP:Iteration 97Q (5281.490000 sec): 3 clusters
  Score: Raw -8472149.423734 + Penalty 3639.268379 = -8468510.155355
  nChanged 20
		SP:Iteration 98Q (5282.010000 sec): 3 clusters
  Score: Raw -8472150.522223 + Penalty 3639.268379 = -8468511.253844
  nChanged 20
		SP:Iteration 99Q (5282.540000 sec): 3 clusters
  Score: Raw -8472151.863822 + Penalty 3639.268379 = -8468512.595443
  nChanged 17
		SP:Iteration 100F (5283.100000 sec): 3 clusters
  Score: Raw -8472152.879192 + Penalty 3639.268379 = -8468513.610814
  nChanged 14
		SP:Iteration 101Q (5283.670000 sec): 3 clusters
  Score: Raw -8472153.628673 + Penalty 3639.268379 = -8468514.360294
  nChanged 11
		SP:Iteration 102Q (5284.340000 sec): 3 clusters
  Score: Raw -8472154.113679 + Penalty 3639.268379 = -8468514.845300
  nChanged 9
		SP:Iteration 103Q (5284.820000 sec): 3 clusters
  Score: Raw -8472154.607430 + Penalty 3639.268379 = -8468515.339051
  nChanged 12
		SP:Iteration 104Q (5285.560000 sec): 3 clusters
  Score: Raw -8472155.127357 + Penalty 3639.268379 = -8468515.858978
  nChanged 9
		SP:Iteration 105Q (5286.170000 sec): 3 clusters
  Score: Raw -8472155.435454 + Penalty 3639.268379 = -8468516.167075
  nChanged 4
		SP:Iteration 106Q (5286.750000 sec): 3 clusters
  Score: Raw -8472155.543917 + Penalty 3639.268379 = -8468516.275538
  nChanged 4
		SP:Iteration 107Q (5287.370000 sec): 3 clusters
  Score: Raw -8472155.681728 + Penalty 3639.268379 = -8468516.413349
  nChanged 5
		SP:Iteration 108Q (5288.000000 sec): 3 clusters
  Score: Raw -8472155.925482 + Penalty 3639.268379 = -8468516.657103
  nChanged 7
		SP:Iteration 109Q (5288.490000 sec): 3 clusters
  Score: Raw -8472156.178235 + Penalty 3639.268379 = -8468516.909857
  nChanged 5
		SP:Iteration 110Q (5289.020000 sec): 3 clusters
  Score: Raw -8472156.366812 + Penalty 3639.268379 = -8468517.098433
  nChanged 7
		SP:Iteration 111Q (5289.630000 sec): 3 clusters
  Score: Raw -8472156.757141 + Penalty 3639.268379 = -8468517.488762
  nChanged 8
		SP:Iteration 112Q (5290.120000 sec): 3 clusters
  Score: Raw -8472157.196561 + Penalty 3639.268379 = -8468517.928182
  nChanged 4
		SP:Iteration 113Q (5290.780000 sec): 3 clusters
  Score: Raw -8472157.347487 + Penalty 3639.268379 = -8468518.079108
  nChanged 6
		SP:Iteration 114Q (5291.400000 sec): 3 clusters
  Score: Raw -8472157.500710 + Penalty 3639.268379 = -8468518.232331
  nChanged 4
		SP:Iteration 115Q (5292.000000 sec): 3 clusters
  Score: Raw -8472157.620798 + Penalty 3639.268379 = -8468518.352419
  nChanged 2
		SP:Iteration 116Q (5292.580000 sec): 3 clusters
  Score: Raw -8472157.710561 + Penalty 3639.268379 = -8468518.442182
  nChanged 2
		SP:Iteration 117Q (5293.100000 sec): 3 clusters
  Score: Raw -8472157.760439 + Penalty 3639.268379 = -8468518.492060
  nChanged 0
		SP:Iteration 118F (5293.760000 sec): 3 clusters
  Score: Raw -8472157.760439 + Penalty 3639.268379 = -8468518.492060
  nChanged 0
  Score: Raw -118671385.074397 + Penalty 121519.809529 = -118549865.264868

Splitting cluster 23 changes total score from -118458565.046374 to -118549865.264868

 So it's getting split into cluster 54.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 24 (362 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5408.650000 sec): 2 clusters
  Score: Raw -41621.202829 + Penalty 957.392184 = -40663.810645
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5408.840000 sec): 3 clusters
  Score: Raw -41706.319567 + Penalty 1914.784369 = -39791.535198
  nChanged 78
		SP:Iteration 1F (5409.030000 sec): 3 clusters
  Score: Raw -41851.309264 + Penalty 1914.784369 = -39936.524895
  nChanged 14
		SP:Iteration 2Q (5409.250000 sec): 3 clusters
  Score: Raw -41894.822933 + Penalty 1914.784369 = -39980.038565
  nChanged 18
		SP:Iteration 3Q (5409.500000 sec): 3 clusters
  Score: Raw -41932.872435 + Penalty 1914.784369 = -40018.088066
  nChanged 7
		SP:Iteration 4Q (5409.650000 sec): 3 clusters
  Score: Raw -41963.773679 + Penalty 1914.784369 = -40048.989310
  nChanged 6
		SP:Iteration 5Q (5409.890000 sec): 3 clusters
  Score: Raw -41974.600723 + Penalty 1914.784369 = -40059.816354
  nChanged 7
		SP:Iteration 6Q (5410.110000 sec): 3 clusters
  Score: Raw -41993.426605 + Penalty 1914.784369 = -40078.642236
  nChanged 6
		SP:Iteration 7Q (5410.360000 sec): 3 clusters
  Score: Raw -42003.088296 + Penalty 1914.784369 = -40088.303927
  nChanged 4
		SP:Iteration 8Q (5410.650000 sec): 3 clusters
  Score: Raw -42009.617975 + Penalty 1914.784369 = -40094.833606
  nChanged 1
		SP:Iteration 9Q (5410.780000 sec): 3 clusters
  Score: Raw -42011.424011 + Penalty 1914.784369 = -40096.639642
  nChanged 2
		SP:Iteration 10Q (5411.050000 sec): 3 clusters
  Score: Raw -42015.895660 + Penalty 1914.784369 = -40101.111291
  nChanged 2
		SP:Iteration 11Q (5411.260000 sec): 3 clusters
  Score: Raw -42018.798230 + Penalty 1914.784369 = -40104.013861
  nChanged 1
		SP:Iteration 12Q (5411.460000 sec): 3 clusters
  Score: Raw -42020.458264 + Penalty 1914.784369 = -40105.673895
  nChanged 0
		SP:Iteration 13F (5411.640000 sec): 3 clusters
  Score: Raw -42020.458264 + Penalty 1914.784369 = -40105.673895
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 25 (19016 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5411.890000 sec): 2 clusters
  Score: Raw -2220114.396502 + Penalty 1601.118351 = -2218513.278151
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5412.120000 sec): 3 clusters
  Score: Raw -2208850.990932 + Penalty 3202.236703 = -2205648.754229
  nChanged 8641
		SP:Iteration 1F (5412.430000 sec): 3 clusters
  Score: Raw -2214381.217795 + Penalty 3202.236703 = -2211178.981092
  nChanged 1857
		SP:Iteration 2F (5412.800000 sec): 3 clusters
  Score: Raw -2216896.731538 + Penalty 3202.236703 = -2213694.494835
  nChanged 2505
		SP:Iteration 3F (5413.130000 sec): 3 clusters
  Score: Raw -2220841.843433 + Penalty 3202.236703 = -2217639.606730
  nChanged 2104
		SP:Iteration 4F (5413.390000 sec): 3 clusters
  Score: Raw -2223415.942564 + Penalty 3202.236703 = -2220213.705861
  nChanged 1222
		SP:Iteration 5F (5413.730000 sec): 3 clusters
  Score: Raw -2224540.274940 + Penalty 3202.236703 = -2221338.038237
  nChanged 730
		SP:Iteration 6Q (5414.030000 sec): 3 clusters
  Score: Raw -2225009.698378 + Penalty 3202.236703 = -2221807.461675
  nChanged 443
		SP:Iteration 7Q (5414.350000 sec): 3 clusters
  Score: Raw -2225168.279097 + Penalty 3202.236703 = -2221966.042394
  nChanged 246
		SP:Iteration 8Q (5414.680000 sec): 3 clusters
  Score: Raw -2225225.405661 + Penalty 3202.236703 = -2222023.168958
  nChanged 148
		SP:Iteration 9Q (5414.960000 sec): 3 clusters
  Score: Raw -2225254.651667 + Penalty 3202.236703 = -2222052.414964
  nChanged 133
		SP:Iteration 10Q (5415.280000 sec): 3 clusters
  Score: Raw -2225277.142308 + Penalty 3202.236703 = -2222074.905605
  nChanged 125
		SP:Iteration 11Q (5415.620000 sec): 3 clusters
  Score: Raw -2225295.713827 + Penalty 3202.236703 = -2222093.477124
  nChanged 93
		SP:Iteration 12Q (5415.900000 sec): 3 clusters
  Score: Raw -2225306.967822 + Penalty 3202.236703 = -2222104.731119
  nChanged 74
		SP:Iteration 13Q (5416.280000 sec): 3 clusters
  Score: Raw -2225314.178609 + Penalty 3202.236703 = -2222111.941907
  nChanged 53
		SP:Iteration 14Q (5416.600000 sec): 3 clusters
  Score: Raw -2225318.614583 + Penalty 3202.236703 = -2222116.377880
  nChanged 46
		SP:Iteration 15Q (5416.960000 sec): 3 clusters
  Score: Raw -2225322.418117 + Penalty 3202.236703 = -2222120.181414
  nChanged 43
		SP:Iteration 16Q (5417.270000 sec): 3 clusters
  Score: Raw -2225325.881234 + Penalty 3202.236703 = -2222123.644531
  nChanged 37
		SP:Iteration 17Q (5417.620000 sec): 3 clusters
  Score: Raw -2225328.440323 + Penalty 3202.236703 = -2222126.203620
  nChanged 30
		SP:Iteration 18Q (5417.860000 sec): 3 clusters
  Score: Raw -2225330.899818 + Penalty 3202.236703 = -2222128.663115
  nChanged 36
		SP:Iteration 19Q (5418.200000 sec): 3 clusters
  Score: Raw -2225334.185513 + Penalty 3202.236703 = -2222131.948810
  nChanged 38
		SP:Iteration 20F (5418.460000 sec): 3 clusters
  Score: Raw -2225337.807046 + Penalty 3202.236703 = -2222135.570343
  nChanged 46
		SP:Iteration 21Q (5418.740000 sec): 3 clusters
  Score: Raw -2225341.788799 + Penalty 3202.236703 = -2222139.552096
  nChanged 36
		SP:Iteration 22Q (5419.020000 sec): 3 clusters
  Score: Raw -2225344.180434 + Penalty 3202.236703 = -2222141.943731
  nChanged 29
		SP:Iteration 23Q (5419.340000 sec): 3 clusters
  Score: Raw -2225346.022590 + Penalty 3202.236703 = -2222143.785887
  nChanged 21
		SP:Iteration 24Q (5419.660000 sec): 3 clusters
  Score: Raw -2225347.574211 + Penalty 3202.236703 = -2222145.337508
  nChanged 17
		SP:Iteration 25Q (5419.970000 sec): 3 clusters
  Score: Raw -2225348.766901 + Penalty 3202.236703 = -2222146.530198
  nChanged 20
		SP:Iteration 26Q (5420.230000 sec): 3 clusters
  Score: Raw -2225350.366043 + Penalty 3202.236703 = -2222148.129340
  nChanged 23
		SP:Iteration 27Q (5420.550000 sec): 3 clusters
  Score: Raw -2225351.924271 + Penalty 3202.236703 = -2222149.687568
  nChanged 14
		SP:Iteration 28Q (5420.910000 sec): 3 clusters
  Score: Raw -2225352.528709 + Penalty 3202.236703 = -2222150.292006
  nChanged 7
		SP:Iteration 29Q (5421.220000 sec): 3 clusters
  Score: Raw -2225352.845237 + Penalty 3202.236703 = -2222150.608534
  nChanged 4
		SP:Iteration 30Q (5421.590000 sec): 3 clusters
  Score: Raw -2225353.056261 + Penalty 3202.236703 = -2222150.819558
  nChanged 3
		SP:Iteration 31Q (5421.930000 sec): 3 clusters
  Score: Raw -2225353.222529 + Penalty 3202.236703 = -2222150.985826
  nChanged 5
		SP:Iteration 32Q (5422.250000 sec): 3 clusters
  Score: Raw -2225353.447985 + Penalty 3202.236703 = -2222151.211282
  nChanged 2
		SP:Iteration 33Q (5422.590000 sec): 3 clusters
  Score: Raw -2225353.540388 + Penalty 3202.236703 = -2222151.303685
  nChanged 0
		SP:Iteration 34F (5422.890000 sec): 3 clusters
  Score: Raw -2225353.540388 + Penalty 3202.236703 = -2222151.303685
  nChanged 0
  Score: Raw -118676624.218283 + Penalty 123770.176372 = -118552854.041910

Splitting cluster 25 changes total score from -118458565.046374 to -118552854.041910

 So it's getting split into cluster 55.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 26 (32299 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5525.940000 sec): 2 clusters
  Score: Raw -3498167.981749 + Penalty 1687.203627 = -3496480.778122
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5526.290000 sec): 3 clusters
  Score: Raw -3478190.929967 + Penalty 3374.407253 = -3474816.522714
  nChanged 14875
		SP:Iteration 1F (5526.630000 sec): 3 clusters
  Score: Raw -3487319.421124 + Penalty 3374.407253 = -3483945.013870
  nChanged 2245
		SP:Iteration 2F (5526.930000 sec): 3 clusters
  Score: Raw -3488935.443064 + Penalty 3374.407253 = -3485561.035811
  nChanged 2551
		SP:Iteration 3F (5527.240000 sec): 3 clusters
  Score: Raw -3491137.982981 + Penalty 3374.407253 = -3487763.575728
  nChanged 2651
		SP:Iteration 4F (5527.580000 sec): 3 clusters
  Score: Raw -3493608.284633 + Penalty 3374.407253 = -3490233.877380
  nChanged 2537
		SP:Iteration 5F (5527.910000 sec): 3 clusters
  Score: Raw -3495889.950787 + Penalty 3374.407253 = -3492515.543533
  nChanged 2202
		SP:Iteration 6F (5528.220000 sec): 3 clusters
  Score: Raw -3497760.253122 + Penalty 3374.407253 = -3494385.845868
  nChanged 1805
		SP:Iteration 7F (5528.540000 sec): 3 clusters
  Score: Raw -3499212.447339 + Penalty 3374.407253 = -3495838.040086
  nChanged 1398
		SP:Iteration 8Q (5528.870000 sec): 3 clusters
  Score: Raw -3500390.455993 + Penalty 3374.407253 = -3497016.048739
  nChanged 1144
		SP:Iteration 9Q (5529.150000 sec): 3 clusters
  Score: Raw -3501377.970002 + Penalty 3374.407253 = -3498003.562748
  nChanged 937
		SP:Iteration 10Q (5529.490000 sec): 3 clusters
  Score: Raw -3502057.131281 + Penalty 3374.407253 = -3498682.724027
  nChanged 711
		SP:Iteration 11Q (5529.790000 sec): 3 clusters
  Score: Raw -3502525.850699 + Penalty 3374.407253 = -3499151.443445
  nChanged 560
		SP:Iteration 12Q (5530.090000 sec): 3 clusters
  Score: Raw -3502906.730718 + Penalty 3374.407253 = -3499532.323464
  nChanged 459
		SP:Iteration 13Q (5530.430000 sec): 3 clusters
  Score: Raw -3503163.036892 + Penalty 3374.407253 = -3499788.629639
  nChanged 360
		SP:Iteration 14Q (5530.760000 sec): 3 clusters
  Score: Raw -3503291.346884 + Penalty 3374.407253 = -3499916.939630
  nChanged 280
		SP:Iteration 15Q (5531.040000 sec): 3 clusters
  Score: Raw -3503384.420361 + Penalty 3374.407253 = -3500010.013107
  nChanged 237
		SP:Iteration 16Q (5531.350000 sec): 3 clusters
  Score: Raw -3503457.113766 + Penalty 3374.407253 = -3500082.706513
  nChanged 203
		SP:Iteration 17Q (5531.680000 sec): 3 clusters
  Score: Raw -3503529.373513 + Penalty 3374.407253 = -3500154.966260
  nChanged 178
		SP:Iteration 18Q (5531.980000 sec): 3 clusters
  Score: Raw -3503592.779058 + Penalty 3374.407253 = -3500218.371804
  nChanged 152
		SP:Iteration 19Q (5532.250000 sec): 3 clusters
  Score: Raw -3503641.729898 + Penalty 3374.407253 = -3500267.322645
  nChanged 130
		SP:Iteration 20F (5532.620000 sec): 3 clusters
  Score: Raw -3503674.400671 + Penalty 3374.407253 = -3500299.993417
  nChanged 120
		SP:Iteration 21Q (5532.910000 sec): 3 clusters
  Score: Raw -3503696.642749 + Penalty 3374.407253 = -3500322.235495
  nChanged 94
		SP:Iteration 22Q (5533.200000 sec): 3 clusters
  Score: Raw -3503711.617890 + Penalty 3374.407253 = -3500337.210637
  nChanged 98
		SP:Iteration 23Q (5533.540000 sec): 3 clusters
  Score: Raw -3503728.815266 + Penalty 3374.407253 = -3500354.408012
  nChanged 83
		SP:Iteration 24Q (5533.810000 sec): 3 clusters
  Score: Raw -3503740.053191 + Penalty 3374.407253 = -3500365.645938
  nChanged 65
		SP:Iteration 25Q (5534.180000 sec): 3 clusters
  Score: Raw -3503749.478389 + Penalty 3374.407253 = -3500375.071135
  nChanged 64
		SP:Iteration 26Q (5534.440000 sec): 3 clusters
  Score: Raw -3503758.229465 + Penalty 3374.407253 = -3500383.822211
  nChanged 47
		SP:Iteration 27Q (5534.750000 sec): 3 clusters
  Score: Raw -3503765.296367 + Penalty 3374.407253 = -3500390.889113
  nChanged 61
		SP:Iteration 28Q (5535.000000 sec): 3 clusters
  Score: Raw -3503773.901129 + Penalty 3374.407253 = -3500399.493876
  nChanged 65
		SP:Iteration 29Q (5535.350000 sec): 3 clusters
  Score: Raw -3503781.863590 + Penalty 3374.407253 = -3500407.456336
  nChanged 63
		SP:Iteration 30Q (5535.640000 sec): 3 clusters
  Score: Raw -3503791.383019 + Penalty 3374.407253 = -3500416.975765
  nChanged 69
		SP:Iteration 31Q (5535.970000 sec): 3 clusters
  Score: Raw -3503800.884005 + Penalty 3374.407253 = -3500426.476752
  nChanged 55
		SP:Iteration 32Q (5536.260000 sec): 3 clusters
  Score: Raw -3503809.407841 + Penalty 3374.407253 = -3500435.000588
  nChanged 53
		SP:Iteration 33Q (5536.610000 sec): 3 clusters
  Score: Raw -3503816.022507 + Penalty 3374.407253 = -3500441.615254
  nChanged 51
		SP:Iteration 34Q (5536.920000 sec): 3 clusters
  Score: Raw -3503825.588000 + Penalty 3374.407253 = -3500451.180747
  nChanged 47
		SP:Iteration 35Q (5537.200000 sec): 3 clusters
  Score: Raw -3503835.287702 + Penalty 3374.407253 = -3500460.880448
  nChanged 59
		SP:Iteration 36Q (5537.560000 sec): 3 clusters
  Score: Raw -3503842.752937 + Penalty 3374.407253 = -3500468.345683
  nChanged 38
		SP:Iteration 37Q (5537.920000 sec): 3 clusters
  Score: Raw -3503846.734310 + Penalty 3374.407253 = -3500472.327056
  nChanged 36
		SP:Iteration 38Q (5538.220000 sec): 3 clusters
  Score: Raw -3503851.053363 + Penalty 3374.407253 = -3500476.646109
  nChanged 39
		SP:Iteration 39Q (5538.580000 sec): 3 clusters
  Score: Raw -3503855.645556 + Penalty 3374.407253 = -3500481.238303
  nChanged 48
		SP:Iteration 40F (5538.920000 sec): 3 clusters
  Score: Raw -3503861.588586 + Penalty 3374.407253 = -3500487.181332
  nChanged 27
		SP:Iteration 41Q (5539.270000 sec): 3 clusters
  Score: Raw -3503864.667828 + Penalty 3374.407253 = -3500490.260575
  nChanged 27
		SP:Iteration 42Q (5539.600000 sec): 3 clusters
  Score: Raw -3503867.016391 + Penalty 3374.407253 = -3500492.609138
  nChanged 18
		SP:Iteration 43Q (5539.920000 sec): 3 clusters
  Score: Raw -3503868.035664 + Penalty 3374.407253 = -3500493.628411
  nChanged 12
		SP:Iteration 44Q (5540.250000 sec): 3 clusters
  Score: Raw -3503868.903639 + Penalty 3374.407253 = -3500494.496385
  nChanged 9
		SP:Iteration 45Q (5540.540000 sec): 3 clusters
  Score: Raw -3503869.368968 + Penalty 3374.407253 = -3500494.961715
  nChanged 9
		SP:Iteration 46Q (5540.870000 sec): 3 clusters
  Score: Raw -3503869.666402 + Penalty 3374.407253 = -3500495.259148
  nChanged 5
		SP:Iteration 47Q (5541.270000 sec): 3 clusters
  Score: Raw -3503870.051539 + Penalty 3374.407253 = -3500495.644285
  nChanged 11
		SP:Iteration 48Q (5541.650000 sec): 3 clusters
  Score: Raw -3503871.266769 + Penalty 3374.407253 = -3500496.859515
  nChanged 17
		SP:Iteration 49Q (5542.010000 sec): 3 clusters
  Score: Raw -3503872.995535 + Penalty 3374.407253 = -3500498.588282
  nChanged 15
		SP:Iteration 50Q (5542.360000 sec): 3 clusters
  Score: Raw -3503873.898101 + Penalty 3374.407253 = -3500499.490848
  nChanged 6
		SP:Iteration 51Q (5542.740000 sec): 3 clusters
  Score: Raw -3503874.147703 + Penalty 3374.407253 = -3500499.740450
  nChanged 1
		SP:Iteration 52Q (5543.090000 sec): 3 clusters
  Score: Raw -3503874.164390 + Penalty 3374.407253 = -3500499.757136
  nChanged 0
		SP:Iteration 53F (5543.520000 sec): 3 clusters
  Score: Raw -3503874.164390 + Penalty 3374.407253 = -3500499.757136
  nChanged 0
  Score: Raw -118682330.400924 + Penalty 126020.543216 = -118556309.857708

Splitting cluster 26 changes total score from -118458565.046374 to -118556309.857708

 So it's getting split into cluster 56.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 27 (9048 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5655.910000 sec): 2 clusters
  Score: Raw -1036394.323304 + Penalty 1480.423590 = -1034913.899714
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5656.120000 sec): 3 clusters
  Score: Raw -1031329.622562 + Penalty 2960.847181 = -1028368.775382
  nChanged 3920
		SP:Iteration 1F (5656.440000 sec): 3 clusters
  Score: Raw -1033893.884443 + Penalty 2960.847181 = -1030933.037262
  nChanged 797
		SP:Iteration 2F (5656.650000 sec): 3 clusters
  Score: Raw -1034538.349744 + Penalty 2960.847181 = -1031577.502563
  nChanged 703
		SP:Iteration 3F (5656.950000 sec): 3 clusters
  Score: Raw -1035170.446965 + Penalty 2960.847181 = -1032209.599785
  nChanged 695
		SP:Iteration 4F (5657.200000 sec): 3 clusters
  Score: Raw -1035777.126936 + Penalty 2960.847181 = -1032816.279755
  nChanged 649
		SP:Iteration 5F (5657.480000 sec): 3 clusters
  Score: Raw -1036366.404810 + Penalty 2960.847181 = -1033405.557629
  nChanged 620
		SP:Iteration 6F (5657.800000 sec): 3 clusters
  Score: Raw -1036947.507300 + Penalty 2960.847181 = -1033986.660119
  nChanged 526
		SP:Iteration 7F (5658.040000 sec): 3 clusters
  Score: Raw -1037396.167514 + Penalty 2960.847181 = -1034435.320333
  nChanged 428
		SP:Iteration 8Q (5658.380000 sec): 3 clusters
  Score: Raw -1037650.703302 + Penalty 2960.847181 = -1034689.856121
  nChanged 284
		SP:Iteration 9Q (5658.670000 sec): 3 clusters
  Score: Raw -1037826.065034 + Penalty 2960.847181 = -1034865.217853
  nChanged 252
		SP:Iteration 10Q (5659.040000 sec): 3 clusters
  Score: Raw -1037996.844278 + Penalty 2960.847181 = -1035035.997097
  nChanged 210
		SP:Iteration 11Q (5659.340000 sec): 3 clusters
  Score: Raw -1038135.729394 + Penalty 2960.847181 = -1035174.882213
  nChanged 186
		SP:Iteration 12Q (5659.620000 sec): 3 clusters
  Score: Raw -1038282.685938 + Penalty 2960.847181 = -1035321.838757
  nChanged 191
		SP:Iteration 13Q (5659.910000 sec): 3 clusters
  Score: Raw -1038497.479313 + Penalty 2960.847181 = -1035536.632132
  nChanged 233
		SP:Iteration 14Q (5660.130000 sec): 3 clusters
  Score: Raw -1038793.583972 + Penalty 2960.847181 = -1035832.736791
  nChanged 231
		SP:Iteration 15Q (5660.350000 sec): 3 clusters
  Score: Raw -1039054.346967 + Penalty 2960.847181 = -1036093.499787
  nChanged 172
		SP:Iteration 16Q (5660.610000 sec): 3 clusters
  Score: Raw -1039258.505058 + Penalty 2960.847181 = -1036297.657877
  nChanged 138
		SP:Iteration 17Q (5660.940000 sec): 3 clusters
  Score: Raw -1039375.995435 + Penalty 2960.847181 = -1036415.148254
  nChanged 105
		SP:Iteration 18Q (5661.210000 sec): 3 clusters
  Score: Raw -1039445.474788 + Penalty 2960.847181 = -1036484.627607
  nChanged 86
		SP:Iteration 19Q (5661.450000 sec): 3 clusters
  Score: Raw -1039506.205827 + Penalty 2960.847181 = -1036545.358646
  nChanged 75
		SP:Iteration 20F (5661.660000 sec): 3 clusters
  Score: Raw -1039595.834801 + Penalty 2960.847181 = -1036634.987620
  nChanged 92
		SP:Iteration 21Q (5661.940000 sec): 3 clusters
  Score: Raw -1039665.633296 + Penalty 2960.847181 = -1036704.786115
  nChanged 78
		SP:Iteration 22Q (5662.170000 sec): 3 clusters
  Score: Raw -1039700.237500 + Penalty 2960.847181 = -1036739.390320
  nChanged 70
		SP:Iteration 23Q (5662.400000 sec): 3 clusters
  Score: Raw -1039726.509271 + Penalty 2960.847181 = -1036765.662090
  nChanged 57
		SP:Iteration 24Q (5662.670000 sec): 3 clusters
  Score: Raw -1039748.143998 + Penalty 2960.847181 = -1036787.296818
  nChanged 44
		SP:Iteration 25Q (5662.900000 sec): 3 clusters
  Score: Raw -1039761.897679 + Penalty 2960.847181 = -1036801.050499
  nChanged 38
		SP:Iteration 26Q (5663.220000 sec): 3 clusters
  Score: Raw -1039776.076392 + Penalty 2960.847181 = -1036815.229211
  nChanged 34
		SP:Iteration 27Q (5663.460000 sec): 3 clusters
  Score: Raw -1039787.706306 + Penalty 2960.847181 = -1036826.859125
  nChanged 34
		SP:Iteration 28Q (5663.760000 sec): 3 clusters
  Score: Raw -1039798.427262 + Penalty 2960.847181 = -1036837.580081
  nChanged 30
		SP:Iteration 29Q (5663.970000 sec): 3 clusters
  Score: Raw -1039807.022700 + Penalty 2960.847181 = -1036846.175519
  nChanged 31
		SP:Iteration 30Q (5664.180000 sec): 3 clusters
  Score: Raw -1039816.705077 + Penalty 2960.847181 = -1036855.857896
  nChanged 29
		SP:Iteration 31Q (5664.430000 sec): 3 clusters
  Score: Raw -1039825.731620 + Penalty 2960.847181 = -1036864.884439
  nChanged 25
		SP:Iteration 32Q (5664.660000 sec): 3 clusters
  Score: Raw -1039831.255701 + Penalty 2960.847181 = -1036870.408520
  nChanged 10
		SP:Iteration 33Q (5665.000000 sec): 3 clusters
  Score: Raw -1039833.558333 + Penalty 2960.847181 = -1036872.711152
  nChanged 12
		SP:Iteration 34Q (5665.200000 sec): 3 clusters
  Score: Raw -1039836.084713 + Penalty 2960.847181 = -1036875.237532
  nChanged 14
		SP:Iteration 35Q (5665.460000 sec): 3 clusters
  Score: Raw -1039839.399859 + Penalty 2960.847181 = -1036878.552678
  nChanged 11
		SP:Iteration 36Q (5665.710000 sec): 3 clusters
  Score: Raw -1039843.390602 + Penalty 2960.847181 = -1036882.543422
  nChanged 11
		SP:Iteration 37Q (5666.000000 sec): 3 clusters
  Score: Raw -1039848.018237 + Penalty 2960.847181 = -1036887.171056
  nChanged 16
		SP:Iteration 38Q (5666.220000 sec): 3 clusters
  Score: Raw -1039855.426513 + Penalty 2960.847181 = -1036894.579332
  nChanged 21
		SP:Iteration 39Q (5666.480000 sec): 3 clusters
  Score: Raw -1039867.482686 + Penalty 2960.847181 = -1036906.635505
  nChanged 28
		SP:Iteration 40F (5666.710000 sec): 3 clusters
  Score: Raw -1039882.775471 + Penalty 2960.847181 = -1036921.928290
  nChanged 39
		SP:Iteration 41Q (5666.960000 sec): 3 clusters
  Score: Raw -1039923.602608 + Penalty 2960.847181 = -1036962.755427
  nChanged 61
		SP:Iteration 42Q (5667.180000 sec): 3 clusters
  Score: Raw -1039987.132034 + Penalty 2960.847181 = -1037026.284854
  nChanged 72
		SP:Iteration 43Q (5667.400000 sec): 3 clusters
  Score: Raw -1040052.834320 + Penalty 2960.847181 = -1037091.987139
  nChanged 73
		SP:Iteration 44Q (5667.670000 sec): 3 clusters
  Score: Raw -1040109.837223 + Penalty 2960.847181 = -1037148.990042
  nChanged 76
		SP:Iteration 45Q (5667.950000 sec): 3 clusters
  Score: Raw -1040169.856151 + Penalty 2960.847181 = -1037209.008971
  nChanged 77
		SP:Iteration 46Q (5668.150000 sec): 3 clusters
  Score: Raw -1040225.472273 + Penalty 2960.847181 = -1037264.625092
  nChanged 65
		SP:Iteration 47Q (5668.470000 sec): 3 clusters
  Score: Raw -1040257.573312 + Penalty 2960.847181 = -1037296.726131
  nChanged 50
		SP:Iteration 48Q (5668.720000 sec): 3 clusters
  Score: Raw -1040275.790451 + Penalty 2960.847181 = -1037314.943270
  nChanged 32
		SP:Iteration 49Q (5669.020000 sec): 3 clusters
  Score: Raw -1040286.496771 + Penalty 2960.847181 = -1037325.649590
  nChanged 31
		SP:Iteration 50Q (5669.280000 sec): 3 clusters
  Score: Raw -1040295.459299 + Penalty 2960.847181 = -1037334.612118
  nChanged 29
		SP:Iteration 51Q (5669.510000 sec): 3 clusters
  Score: Raw -1040303.618532 + Penalty 2960.847181 = -1037342.771352
  nChanged 27
		SP:Iteration 52Q (5669.830000 sec): 3 clusters
  Score: Raw -1040310.763100 + Penalty 2960.847181 = -1037349.915919
  nChanged 26
		SP:Iteration 53Q (5670.120000 sec): 3 clusters
  Score: Raw -1040318.522156 + Penalty 2960.847181 = -1037357.674975
  nChanged 21
		SP:Iteration 54Q (5670.370000 sec): 3 clusters
  Score: Raw -1040323.030985 + Penalty 2960.847181 = -1037362.183804
  nChanged 12
		SP:Iteration 55Q (5670.670000 sec): 3 clusters
  Score: Raw -1040326.134593 + Penalty 2960.847181 = -1037365.287412
  nChanged 13
		SP:Iteration 56Q (5670.930000 sec): 3 clusters
  Score: Raw -1040329.317745 + Penalty 2960.847181 = -1037368.470564
  nChanged 11
		SP:Iteration 57Q (5671.130000 sec): 3 clusters
  Score: Raw -1040331.318307 + Penalty 2960.847181 = -1037370.471126
  nChanged 9
		SP:Iteration 58Q (5671.390000 sec): 3 clusters
  Score: Raw -1040333.903599 + Penalty 2960.847181 = -1037373.056419
  nChanged 11
		SP:Iteration 59Q (5671.680000 sec): 3 clusters
  Score: Raw -1040335.949155 + Penalty 2960.847181 = -1037375.101974
  nChanged 6
		SP:Iteration 60F (5671.870000 sec): 3 clusters
  Score: Raw -1040336.829250 + Penalty 2960.847181 = -1037375.982069
  nChanged 3
		SP:Iteration 61Q (5672.080000 sec): 3 clusters
  Score: Raw -1040337.570341 + Penalty 2960.847181 = -1037376.723160
  nChanged 5
		SP:Iteration 62Q (5672.290000 sec): 3 clusters
  Score: Raw -1040338.833056 + Penalty 2960.847181 = -1037377.985875
  nChanged 5
		SP:Iteration 63Q (5672.540000 sec): 3 clusters
  Score: Raw -1040339.754632 + Penalty 2960.847181 = -1037378.907452
  nChanged 2
		SP:Iteration 64Q (5672.770000 sec): 3 clusters
  Score: Raw -1040340.062289 + Penalty 2960.847181 = -1037379.215108
  nChanged 2
		SP:Iteration 65Q (5673.040000 sec): 3 clusters
  Score: Raw -1040340.480502 + Penalty 2960.847181 = -1037379.633321
  nChanged 1
		SP:Iteration 66Q (5673.280000 sec): 3 clusters
  Score: Raw -1040340.766914 + Penalty 2960.847181 = -1037379.919733
  nChanged 0
		SP:Iteration 67F (5673.500000 sec): 3 clusters
  Score: Raw -1040340.766914 + Penalty 2960.847181 = -1037379.919733
  nChanged 0
  Score: Raw -118686276.844534 + Penalty 128270.910059 = -118558005.934475

Splitting cluster 27 changes total score from -118458565.046374 to -118558005.934475

 So it's getting split into cluster 57.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 28 (13400 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5788.420000 sec): 2 clusters
  Score: Raw -1663802.192065 + Penalty 1544.239123 = -1662257.952942
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5788.730000 sec): 3 clusters
  Score: Raw -1656095.378941 + Penalty 3088.478245 = -1653006.900696
  nChanged 5980
		SP:Iteration 1F (5789.030000 sec): 3 clusters
  Score: Raw -1661401.810331 + Penalty 3088.478245 = -1658313.332086
  nChanged 1874
		SP:Iteration 2F (5789.270000 sec): 3 clusters
  Score: Raw -1664756.558343 + Penalty 3088.478245 = -1661668.080098
  nChanged 1710
		SP:Iteration 3F (5789.510000 sec): 3 clusters
  Score: Raw -1666883.957267 + Penalty 3088.478245 = -1663795.479022
  nChanged 953
		SP:Iteration 4F (5789.800000 sec): 3 clusters
  Score: Raw -1667500.654876 + Penalty 3088.478245 = -1664412.176631
  nChanged 443
		SP:Iteration 5Q (5790.110000 sec): 3 clusters
  Score: Raw -1667656.049579 + Penalty 3088.478245 = -1664567.571333
  nChanged 224
		SP:Iteration 6Q (5790.330000 sec): 3 clusters
  Score: Raw -1667707.653437 + Penalty 3088.478245 = -1664619.175192
  nChanged 122
		SP:Iteration 7Q (5790.590000 sec): 3 clusters
  Score: Raw -1667727.442811 + Penalty 3088.478245 = -1664638.964566
  nChanged 61
		SP:Iteration 8Q (5790.840000 sec): 3 clusters
  Score: Raw -1667733.702674 + Penalty 3088.478245 = -1664645.224429
  nChanged 28
		SP:Iteration 9Q (5791.050000 sec): 3 clusters
  Score: Raw -1667736.579452 + Penalty 3088.478245 = -1664648.101207
  nChanged 14
		SP:Iteration 10Q (5791.360000 sec): 3 clusters
  Score: Raw -1667737.560102 + Penalty 3088.478245 = -1664649.081856
  nChanged 8
		SP:Iteration 11Q (5791.540000 sec): 3 clusters
  Score: Raw -1667738.237831 + Penalty 3088.478245 = -1664649.759585
  nChanged 4
		SP:Iteration 12Q (5791.770000 sec): 3 clusters
  Score: Raw -1667738.556728 + Penalty 3088.478245 = -1664650.078482
  nChanged 4
		SP:Iteration 13Q (5792.050000 sec): 3 clusters
  Score: Raw -1667738.877337 + Penalty 3088.478245 = -1664650.399092
  nChanged 2
		SP:Iteration 14Q (5792.320000 sec): 3 clusters
  Score: Raw -1667739.047662 + Penalty 3088.478245 = -1664650.569417
  nChanged 4
		SP:Iteration 15Q (5792.550000 sec): 3 clusters
  Score: Raw -1667739.306826 + Penalty 3088.478245 = -1664650.828581
  nChanged 2
		SP:Iteration 16Q (5792.850000 sec): 3 clusters
  Score: Raw -1667739.471522 + Penalty 3088.478245 = -1664650.993276
  nChanged 2
		SP:Iteration 17Q (5793.030000 sec): 3 clusters
  Score: Raw -1667739.562614 + Penalty 3088.478245 = -1664651.084369
  nChanged 1
		SP:Iteration 18Q (5793.300000 sec): 3 clusters
  Score: Raw -1667739.668364 + Penalty 3088.478245 = -1664651.190118
  nChanged 3
		SP:Iteration 19Q (5793.510000 sec): 3 clusters
  Score: Raw -1667739.835220 + Penalty 3088.478245 = -1664651.356974
  nChanged 2
		SP:Iteration 20F (5793.810000 sec): 3 clusters
  Score: Raw -1667739.952925 + Penalty 3088.478245 = -1664651.474679
  nChanged 0
  Score: Raw -118690214.605394 + Penalty 130521.276902 = -118559693.328492

Splitting cluster 28 changes total score from -118458565.046374 to -118559693.328492

 So it's getting split into cluster 58.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 29 (11274 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5911.440000 sec): 2 clusters
  Score: Raw -1188067.448454 + Penalty 1516.166351 = -1186551.282103
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5911.680000 sec): 3 clusters
  Score: Raw -1181614.327132 + Penalty 3032.332702 = -1178581.994430
  nChanged 5012
		SP:Iteration 1F (5911.930000 sec): 3 clusters
  Score: Raw -1186456.853908 + Penalty 3032.332702 = -1183424.521206
  nChanged 1552
		SP:Iteration 2F (5912.200000 sec): 3 clusters
  Score: Raw -1189059.234923 + Penalty 3032.332702 = -1186026.902221
  nChanged 1219
		SP:Iteration 3F (5912.480000 sec): 3 clusters
  Score: Raw -1190305.667596 + Penalty 3032.332702 = -1187273.334893
  nChanged 744
		SP:Iteration 4F (5912.670000 sec): 3 clusters
  Score: Raw -1190825.813717 + Penalty 3032.332702 = -1187793.481015
  nChanged 439
		SP:Iteration 5Q (5912.960000 sec): 3 clusters
  Score: Raw -1191056.079529 + Penalty 3032.332702 = -1188023.746827
  nChanged 293
		SP:Iteration 6Q (5913.280000 sec): 3 clusters
  Score: Raw -1191198.196824 + Penalty 3032.332702 = -1188165.864122
  nChanged 226
		SP:Iteration 7Q (5913.550000 sec): 3 clusters
  Score: Raw -1191299.895275 + Penalty 3032.332702 = -1188267.562572
  nChanged 203
		SP:Iteration 8Q (5913.800000 sec): 3 clusters
  Score: Raw -1191377.230435 + Penalty 3032.332702 = -1188344.897733
  nChanged 156
		SP:Iteration 9Q (5914.090000 sec): 3 clusters
  Score: Raw -1191433.076297 + Penalty 3032.332702 = -1188400.743595
  nChanged 131
		SP:Iteration 10Q (5914.360000 sec): 3 clusters
  Score: Raw -1191477.458805 + Penalty 3032.332702 = -1188445.126103
  nChanged 128
		SP:Iteration 11Q (5914.560000 sec): 3 clusters
  Score: Raw -1191516.069528 + Penalty 3032.332702 = -1188483.736826
  nChanged 108
		SP:Iteration 12Q (5914.850000 sec): 3 clusters
  Score: Raw -1191547.358502 + Penalty 3032.332702 = -1188515.025800
  nChanged 94
		SP:Iteration 13Q (5915.120000 sec): 3 clusters
  Score: Raw -1191571.728554 + Penalty 3032.332702 = -1188539.395851
  nChanged 80
		SP:Iteration 14Q (5915.350000 sec): 3 clusters
  Score: Raw -1191590.464734 + Penalty 3032.332702 = -1188558.132031
  nChanged 63
		SP:Iteration 15Q (5915.600000 sec): 3 clusters
  Score: Raw -1191604.202994 + Penalty 3032.332702 = -1188571.870292
  nChanged 71
		SP:Iteration 16Q (5915.850000 sec): 3 clusters
  Score: Raw -1191620.612780 + Penalty 3032.332702 = -1188588.280078
  nChanged 69
		SP:Iteration 17Q (5916.110000 sec): 3 clusters
  Score: Raw -1191635.602709 + Penalty 3032.332702 = -1188603.270007
  nChanged 66
		SP:Iteration 18Q (5916.370000 sec): 3 clusters
  Score: Raw -1191652.271332 + Penalty 3032.332702 = -1188619.938630
  nChanged 79
		SP:Iteration 19Q (5916.680000 sec): 3 clusters
  Score: Raw -1191677.022394 + Penalty 3032.332702 = -1188644.689692
  nChanged 91
		SP:Iteration 20F (5916.870000 sec): 3 clusters
  Score: Raw -1191708.977795 + Penalty 3032.332702 = -1188676.645092
  nChanged 89
		SP:Iteration 21Q (5917.100000 sec): 3 clusters
  Score: Raw -1191745.230321 + Penalty 3032.332702 = -1188712.897618
  nChanged 91
		SP:Iteration 22Q (5917.310000 sec): 3 clusters
  Score: Raw -1191789.567057 + Penalty 3032.332702 = -1188757.234355
  nChanged 98
		SP:Iteration 23Q (5917.580000 sec): 3 clusters
  Score: Raw -1191821.664236 + Penalty 3032.332702 = -1188789.331534
  nChanged 80
		SP:Iteration 24Q (5917.830000 sec): 3 clusters
  Score: Raw -1191843.095708 + Penalty 3032.332702 = -1188810.763006
  nChanged 60
		SP:Iteration 25Q (5918.060000 sec): 3 clusters
  Score: Raw -1191858.209937 + Penalty 3032.332702 = -1188825.877235
  nChanged 61
		SP:Iteration 26Q (5918.370000 sec): 3 clusters
  Score: Raw -1191872.942801 + Penalty 3032.332702 = -1188840.610099
  nChanged 57
		SP:Iteration 27Q (5918.630000 sec): 3 clusters
  Score: Raw -1191887.293450 + Penalty 3032.332702 = -1188854.960747
  nChanged 56
		SP:Iteration 28Q (5918.910000 sec): 3 clusters
  Score: Raw -1191899.686752 + Penalty 3032.332702 = -1188867.354050
  nChanged 36
		SP:Iteration 29Q (5919.160000 sec): 3 clusters
  Score: Raw -1191904.978525 + Penalty 3032.332702 = -1188872.645823
  nChanged 27
		SP:Iteration 30Q (5919.420000 sec): 3 clusters
  Score: Raw -1191909.204043 + Penalty 3032.332702 = -1188876.871341
  nChanged 25
		SP:Iteration 31Q (5919.660000 sec): 3 clusters
  Score: Raw -1191913.984638 + Penalty 3032.332702 = -1188881.651935
  nChanged 27
		SP:Iteration 32Q (5919.920000 sec): 3 clusters
  Score: Raw -1191919.397574 + Penalty 3032.332702 = -1188887.064872
  nChanged 24
		SP:Iteration 33Q (5920.130000 sec): 3 clusters
  Score: Raw -1191923.196774 + Penalty 3032.332702 = -1188890.864072
  nChanged 19
		SP:Iteration 34Q (5920.370000 sec): 3 clusters
  Score: Raw -1191926.780381 + Penalty 3032.332702 = -1188894.447679
  nChanged 16
		SP:Iteration 35Q (5920.710000 sec): 3 clusters
  Score: Raw -1191929.358942 + Penalty 3032.332702 = -1188897.026240
  nChanged 17
		SP:Iteration 36Q (5920.930000 sec): 3 clusters
  Score: Raw -1191931.552881 + Penalty 3032.332702 = -1188899.220178
  nChanged 15
		SP:Iteration 37Q (5921.210000 sec): 3 clusters
  Score: Raw -1191933.459953 + Penalty 3032.332702 = -1188901.127251
  nChanged 14
		SP:Iteration 38Q (5921.460000 sec): 3 clusters
  Score: Raw -1191935.533482 + Penalty 3032.332702 = -1188903.200780
  nChanged 13
		SP:Iteration 39Q (5921.660000 sec): 3 clusters
  Score: Raw -1191937.429330 + Penalty 3032.332702 = -1188905.096627
  nChanged 10
		SP:Iteration 40F (5921.900000 sec): 3 clusters
  Score: Raw -1191938.389053 + Penalty 3032.332702 = -1188906.056350
  nChanged 5
		SP:Iteration 41Q (5922.180000 sec): 3 clusters
  Score: Raw -1191938.645470 + Penalty 3032.332702 = -1188906.312767
  nChanged 3
		SP:Iteration 42Q (5922.380000 sec): 3 clusters
  Score: Raw -1191938.985720 + Penalty 3032.332702 = -1188906.653017
  nChanged 5
		SP:Iteration 43Q (5922.660000 sec): 3 clusters
  Score: Raw -1191939.498209 + Penalty 3032.332702 = -1188907.165507
  nChanged 3
		SP:Iteration 44Q (5922.920000 sec): 3 clusters
  Score: Raw -1191939.954129 + Penalty 3032.332702 = -1188907.621427
  nChanged 2
		SP:Iteration 45Q (5923.170000 sec): 3 clusters
  Score: Raw -1191940.142356 + Penalty 3032.332702 = -1188907.809653
  nChanged 4
		SP:Iteration 46Q (5923.380000 sec): 3 clusters
  Score: Raw -1191940.693732 + Penalty 3032.332702 = -1188908.361030
  nChanged 5
		SP:Iteration 47Q (5923.640000 sec): 3 clusters
  Score: Raw -1191941.111533 + Penalty 3032.332702 = -1188908.778831
  nChanged 5
		SP:Iteration 48Q (5923.920000 sec): 3 clusters
  Score: Raw -1191941.757890 + Penalty 3032.332702 = -1188909.425188
  nChanged 8
		SP:Iteration 49Q (5924.120000 sec): 3 clusters
  Score: Raw -1191942.350056 + Penalty 3032.332702 = -1188910.017353
  nChanged 4
		SP:Iteration 50Q (5924.420000 sec): 3 clusters
  Score: Raw -1191942.686883 + Penalty 3032.332702 = -1188910.354181
  nChanged 2
		SP:Iteration 51Q (5924.700000 sec): 3 clusters
  Score: Raw -1191942.840473 + Penalty 3032.332702 = -1188910.507771
  nChanged 3
		SP:Iteration 52Q (5924.940000 sec): 3 clusters
  Score: Raw -1191943.186466 + Penalty 3032.332702 = -1188910.853763
  nChanged 5
		SP:Iteration 53Q (5925.250000 sec): 3 clusters
  Score: Raw -1191943.880499 + Penalty 3032.332702 = -1188911.547796
  nChanged 6
		SP:Iteration 54Q (5925.460000 sec): 3 clusters
  Score: Raw -1191944.467674 + Penalty 3032.332702 = -1188912.134971
  nChanged 7
		SP:Iteration 55Q (5925.720000 sec): 3 clusters
  Score: Raw -1191945.531060 + Penalty 3032.332702 = -1188913.198357
  nChanged 11
		SP:Iteration 56Q (5925.990000 sec): 3 clusters
  Score: Raw -1191946.900392 + Penalty 3032.332702 = -1188914.567689
  nChanged 9
		SP:Iteration 57Q (5926.210000 sec): 3 clusters
  Score: Raw -1191948.008544 + Penalty 3032.332702 = -1188915.675842
  nChanged 12
		SP:Iteration 58Q (5926.440000 sec): 3 clusters
  Score: Raw -1191950.048299 + Penalty 3032.332702 = -1188917.715597
  nChanged 10
		SP:Iteration 59Q (5926.640000 sec): 3 clusters
  Score: Raw -1191951.301927 + Penalty 3032.332702 = -1188918.969225
  nChanged 10
		SP:Iteration 60F (5926.890000 sec): 3 clusters
  Score: Raw -1191953.020967 + Penalty 3032.332702 = -1188920.688265
  nChanged 10
		SP:Iteration 61Q (5927.120000 sec): 3 clusters
  Score: Raw -1191953.946999 + Penalty 3032.332702 = -1188921.614297
  nChanged 6
		SP:Iteration 62Q (5927.380000 sec): 3 clusters
  Score: Raw -1191954.596372 + Penalty 3032.332702 = -1188922.263670
  nChanged 12
		SP:Iteration 63Q (5927.660000 sec): 3 clusters
  Score: Raw -1191955.889865 + Penalty 3032.332702 = -1188923.557163
  nChanged 11
		SP:Iteration 64Q (5927.880000 sec): 3 clusters
  Score: Raw -1191957.321365 + Penalty 3032.332702 = -1188924.988663
  nChanged 8
		SP:Iteration 65Q (5928.200000 sec): 3 clusters
  Score: Raw -1191958.503718 + Penalty 3032.332702 = -1188926.171016
  nChanged 9
		SP:Iteration 66Q (5928.420000 sec): 3 clusters
  Score: Raw -1191959.532898 + Penalty 3032.332702 = -1188927.200196
  nChanged 7
		SP:Iteration 67Q (5928.610000 sec): 3 clusters
  Score: Raw -1191960.502678 + Penalty 3032.332702 = -1188928.169975
  nChanged 8
		SP:Iteration 68Q (5928.810000 sec): 3 clusters
  Score: Raw -1191961.635105 + Penalty 3032.332702 = -1188929.302403
  nChanged 5
		SP:Iteration 69Q (5929.050000 sec): 3 clusters
  Score: Raw -1191962.373485 + Penalty 3032.332702 = -1188930.040782
  nChanged 4
		SP:Iteration 70Q (5929.240000 sec): 3 clusters
  Score: Raw -1191962.944077 + Penalty 3032.332702 = -1188930.611375
  nChanged 8
		SP:Iteration 71Q (5929.470000 sec): 3 clusters
  Score: Raw -1191964.466876 + Penalty 3032.332702 = -1188932.134174
  nChanged 9
		SP:Iteration 72Q (5929.680000 sec): 3 clusters
  Score: Raw -1191966.412024 + Penalty 3032.332702 = -1188934.079322
  nChanged 9
		SP:Iteration 73Q (5929.910000 sec): 3 clusters
  Score: Raw -1191967.594544 + Penalty 3032.332702 = -1188935.261841
  nChanged 10
		SP:Iteration 74Q (5930.120000 sec): 3 clusters
  Score: Raw -1191968.869667 + Penalty 3032.332702 = -1188936.536965
  nChanged 8
		SP:Iteration 75Q (5930.300000 sec): 3 clusters
  Score: Raw -1191970.062277 + Penalty 3032.332702 = -1188937.729575
  nChanged 6
		SP:Iteration 76Q (5930.520000 sec): 3 clusters
  Score: Raw -1191971.102196 + Penalty 3032.332702 = -1188938.769493
  nChanged 3
		SP:Iteration 77Q (5930.740000 sec): 3 clusters
  Score: Raw -1191971.437576 + Penalty 3032.332702 = -1188939.104873
  nChanged 3
		SP:Iteration 78Q (5930.990000 sec): 3 clusters
  Score: Raw -1191971.675875 + Penalty 3032.332702 = -1188939.343172
  nChanged 2
		SP:Iteration 79Q (5931.170000 sec): 3 clusters
  Score: Raw -1191971.850442 + Penalty 3032.332702 = -1188939.517740
  nChanged 2
		SP:Iteration 80F (5931.370000 sec): 3 clusters
  Score: Raw -1191971.960057 + Penalty 3032.332702 = -1188939.627355
  nChanged 0
  Score: Raw -118694119.116997 + Penalty 132771.643745 = -118561347.473252

Splitting cluster 29 changes total score from -118458565.046374 to -118561347.473252

 So it's getting split into cluster 59.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 30 (1604 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6043.920000 sec): 2 clusters
  Score: Raw -175969.088004 + Penalty 1199.291566 = -174769.796438
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6044.160000 sec): 3 clusters
  Score: Raw -175401.049895 + Penalty 2398.583131 = -173002.466763
  nChanged 537
		SP:Iteration 1F (6044.280000 sec): 3 clusters
  Score: Raw -176042.631982 + Penalty 2398.583131 = -173644.048851
  nChanged 195
		SP:Iteration 2F (6044.510000 sec): 3 clusters
  Score: Raw -176622.647129 + Penalty 2398.583131 = -174224.063998
  nChanged 165
		SP:Iteration 3F (6044.790000 sec): 3 clusters
  Score: Raw -177127.664501 + Penalty 2398.583131 = -174729.081370
  nChanged 130
		SP:Iteration 4F (6044.960000 sec): 3 clusters
  Score: Raw -177407.618491 + Penalty 2398.583131 = -175009.035360
  nChanged 88
		SP:Iteration 5F (6045.160000 sec): 3 clusters
  Score: Raw -177554.721320 + Penalty 2398.583131 = -175156.138188
  nChanged 58
		SP:Iteration 6Q (6045.380000 sec): 3 clusters
  Score: Raw -177623.528868 + Penalty 2398.583131 = -175224.945737
  nChanged 40
		SP:Iteration 7Q (6045.580000 sec): 3 clusters
  Score: Raw -177673.680866 + Penalty 2398.583131 = -175275.097735
  nChanged 21
		SP:Iteration 8Q (6045.760000 sec): 3 clusters
  Score: Raw -177695.791669 + Penalty 2398.583131 = -175297.208538
  nChanged 18
		SP:Iteration 9Q (6045.960000 sec): 3 clusters
  Score: Raw -177712.811462 + Penalty 2398.583131 = -175314.228331
  nChanged 21
		SP:Iteration 10Q (6046.160000 sec): 3 clusters
  Score: Raw -177736.608756 + Penalty 2398.583131 = -175338.025625
  nChanged 28
		SP:Iteration 11Q (6046.340000 sec): 3 clusters
  Score: Raw -177777.522475 + Penalty 2398.583131 = -175378.939343
  nChanged 30
		SP:Iteration 12Q (6046.560000 sec): 3 clusters
  Score: Raw -177820.279185 + Penalty 2398.583131 = -175421.696053
  nChanged 30
		SP:Iteration 13Q (6046.800000 sec): 3 clusters
  Score: Raw -177860.401818 + Penalty 2398.583131 = -175461.818687
  nChanged 18
		SP:Iteration 14Q (6046.970000 sec): 3 clusters
  Score: Raw -177884.519045 + Penalty 2398.583131 = -175485.935914
  nChanged 17
		SP:Iteration 15Q (6047.160000 sec): 3 clusters
  Score: Raw -177921.049993 + Penalty 2398.583131 = -175522.466862
  nChanged 20
		SP:Iteration 16Q (6047.350000 sec): 3 clusters
  Score: Raw -177962.139717 + Penalty 2398.583131 = -175563.556586
  nChanged 11
		SP:Iteration 17Q (6047.530000 sec): 3 clusters
  Score: Raw -177975.740004 + Penalty 2398.583131 = -175577.156873
  nChanged 6
		SP:Iteration 18Q (6047.760000 sec): 3 clusters
  Score: Raw -177985.361343 + Penalty 2398.583131 = -175586.778212
  nChanged 7
		SP:Iteration 19Q (6047.980000 sec): 3 clusters
  Score: Raw -177993.456098 + Penalty 2398.583131 = -175594.872967
  nChanged 4
		SP:Iteration 20F (6048.180000 sec): 3 clusters
  Score: Raw -177996.616685 + Penalty 2398.583131 = -175598.033554
  nChanged 3
		SP:Iteration 21Q (6048.390000 sec): 3 clusters
  Score: Raw -177998.656111 + Penalty 2398.583131 = -175600.072980
  nChanged 0
		SP:Iteration 22F (6048.550000 sec): 3 clusters
  Score: Raw -177998.656111 + Penalty 2398.583131 = -175600.072980
  nChanged 0
  Score: Raw -118696148.685105 + Penalty 135022.010588 = -118561126.674516

Splitting cluster 30 changes total score from -118458565.046374 to -118561126.674516

 So it's getting split into cluster 60.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 31 (7628 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6190.950000 sec): 2 clusters
  Score: Raw -844999.455322 + Penalty 1452.681907 = -843546.773414
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6191.130000 sec): 3 clusters
  Score: Raw -841057.235794 + Penalty 2905.363814 = -838151.871979
  nChanged 3281
		SP:Iteration 1F (6191.350000 sec): 3 clusters
  Score: Raw -846111.777945 + Penalty 2905.363814 = -843206.414131
  nChanged 1451
		SP:Iteration 2F (6191.570000 sec): 3 clusters
  Score: Raw -851092.798860 + Penalty 2905.363814 = -848187.435046
  nChanged 913
		SP:Iteration 3F (6191.810000 sec): 3 clusters
  Score: Raw -852852.384726 + Penalty 2905.363814 = -849947.020912
  nChanged 422
		SP:Iteration 4F (6192.090000 sec): 3 clusters
  Score: Raw -853695.985604 + Penalty 2905.363814 = -850790.621790
  nChanged 217
		SP:Iteration 5Q (6192.330000 sec): 3 clusters
  Score: Raw -854036.808702 + Penalty 2905.363814 = -851131.444888
  nChanged 119
		SP:Iteration 6Q (6192.670000 sec): 3 clusters
  Score: Raw -854176.101561 + Penalty 2905.363814 = -851270.737747
  nChanged 75
		SP:Iteration 7Q (6193.050000 sec): 3 clusters
  Score: Raw -854243.592795 + Penalty 2905.363814 = -851338.228981
  nChanged 68
		SP:Iteration 8Q (6193.410000 sec): 3 clusters
  Score: Raw -854314.924833 + Penalty 2905.363814 = -851409.561019
  nChanged 68
		SP:Iteration 9Q (6193.610000 sec): 3 clusters
  Score: Raw -854401.206587 + Penalty 2905.363814 = -851495.842772
  nChanged 62
		SP:Iteration 10Q (6193.900000 sec): 3 clusters
  Score: Raw -854479.617895 + Penalty 2905.363814 = -851574.254081
  nChanged 39
		SP:Iteration 11Q (6194.120000 sec): 3 clusters
  Score: Raw -854515.395820 + Penalty 2905.363814 = -851610.032006
  nChanged 24
		SP:Iteration 12Q (6194.490000 sec): 3 clusters
  Score: Raw -854531.966948 + Penalty 2905.363814 = -851626.603134
  nChanged 13
		SP:Iteration 13Q (6194.710000 sec): 3 clusters
  Score: Raw -854538.605199 + Penalty 2905.363814 = -851633.241385
  nChanged 9
		SP:Iteration 14Q (6194.840000 sec): 3 clusters
  Score: Raw -854542.273692 + Penalty 2905.363814 = -851636.909877
  nChanged 3
		SP:Iteration 15Q (6195.120000 sec): 3 clusters
  Score: Raw -854543.469242 + Penalty 2905.363814 = -851638.105428
  nChanged 2
		SP:Iteration 16Q (6195.380000 sec): 3 clusters
  Score: Raw -854544.227370 + Penalty 2905.363814 = -851638.863556
  nChanged 0
		SP:Iteration 17F (6195.610000 sec): 3 clusters
  Score: Raw -854544.227370 + Penalty 2905.363814 = -851638.863556
  nChanged 0
  Score: Raw -118705693.457153 + Penalty 137272.377431 = -118568421.079722

Splitting cluster 31 changes total score from -118458565.046374 to -118568421.079722

 So it's getting split into cluster 61.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 32 (38568 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6362.930000 sec): 2 clusters
  Score: Raw -4420766.674151 + Penalty 1716.028957 = -4419050.645194
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6363.350000 sec): 3 clusters
  Score: Raw -4396662.681800 + Penalty 3432.057914 = -4393230.623886
  nChanged 17945
		SP:Iteration 1F (6363.840000 sec): 3 clusters
  Score: Raw -4409321.555269 + Penalty 3432.057914 = -4405889.497355
  nChanged 3415
		SP:Iteration 2F (6364.240000 sec): 3 clusters
  Score: Raw -4412407.760250 + Penalty 3432.057914 = -4408975.702336
  nChanged 3424
		SP:Iteration 3F (6364.620000 sec): 3 clusters
  Score: Raw -4415600.655748 + Penalty 3432.057914 = -4412168.597834
  nChanged 3011
		SP:Iteration 4F (6365.110000 sec): 3 clusters
  Score: Raw -4418227.653133 + Penalty 3432.057914 = -4414795.595220
  nChanged 2453
		SP:Iteration 5F (6365.610000 sec): 3 clusters
  Score: Raw -4420144.654491 + Penalty 3432.057914 = -4416712.596577
  nChanged 1963
		SP:Iteration 6F (6366.120000 sec): 3 clusters
  Score: Raw -4421276.023644 + Penalty 3432.057914 = -4417843.965730
  nChanged 1615
		SP:Iteration 7Q (6366.580000 sec): 3 clusters
  Score: Raw -4421973.338084 + Penalty 3432.057914 = -4418541.280170
  nChanged 1240
		SP:Iteration 8Q (6366.950000 sec): 3 clusters
  Score: Raw -4422498.867261 + Penalty 3432.057914 = -4419066.809347
  nChanged 1083
		SP:Iteration 9Q (6367.390000 sec): 3 clusters
  Score: Raw -4422973.614776 + Penalty 3432.057914 = -4419541.556862
  nChanged 997
		SP:Iteration 10Q (6367.890000 sec): 3 clusters
  Score: Raw -4423428.151753 + Penalty 3432.057914 = -4419996.093840
  nChanged 941
		SP:Iteration 11Q (6368.400000 sec): 3 clusters
  Score: Raw -4423823.594548 + Penalty 3432.057914 = -4420391.536635
  nChanged 870
		SP:Iteration 12Q (6368.860000 sec): 3 clusters
  Score: Raw -4424173.071830 + Penalty 3432.057914 = -4420741.013916
  nChanged 806
		SP:Iteration 13Q (6369.230000 sec): 3 clusters
  Score: Raw -4424450.739498 + Penalty 3432.057914 = -4421018.681584
  nChanged 761
		SP:Iteration 14Q (6369.680000 sec): 3 clusters
  Score: Raw -4424687.236253 + Penalty 3432.057914 = -4421255.178340
  nChanged 745
		SP:Iteration 15Q (6370.110000 sec): 3 clusters
  Score: Raw -4424910.666407 + Penalty 3432.057914 = -4421478.608494
  nChanged 751
		SP:Iteration 16Q (6370.590000 sec): 3 clusters
  Score: Raw -4425159.011733 + Penalty 3432.057914 = -4421726.953819
  nChanged 747
		SP:Iteration 17Q (6371.090000 sec): 3 clusters
  Score: Raw -4425414.123753 + Penalty 3432.057914 = -4421982.065840
  nChanged 725
		SP:Iteration 18Q (6371.500000 sec): 3 clusters
  Score: Raw -4425661.250951 + Penalty 3432.057914 = -4422229.193037
  nChanged 647
		SP:Iteration 19Q (6371.870000 sec): 3 clusters
  Score: Raw -4425859.314558 + Penalty 3432.057914 = -4422427.256644
  nChanged 562
		SP:Iteration 20F (6372.340000 sec): 3 clusters
  Score: Raw -4426023.733567 + Penalty 3432.057914 = -4422591.675653
  nChanged 536
		SP:Iteration 21Q (6372.850000 sec): 3 clusters
  Score: Raw -4426161.058610 + Penalty 3432.057914 = -4422729.000696
  nChanged 477
		SP:Iteration 22Q (6373.300000 sec): 3 clusters
  Score: Raw -4426281.772205 + Penalty 3432.057914 = -4422849.714291
  nChanged 409
		SP:Iteration 23Q (6373.670000 sec): 3 clusters
  Score: Raw -4426377.304044 + Penalty 3432.057914 = -4422945.246130
  nChanged 342
		SP:Iteration 24Q (6374.060000 sec): 3 clusters
  Score: Raw -4426451.287274 + Penalty 3432.057914 = -4423019.229360
  nChanged 314
		SP:Iteration 25Q (6374.570000 sec): 3 clusters
  Score: Raw -4426519.211989 + Penalty 3432.057914 = -4423087.154075
  nChanged 257
		SP:Iteration 26Q (6375.030000 sec): 3 clusters
  Score: Raw -4426569.427754 + Penalty 3432.057914 = -4423137.369841
  nChanged 239
		SP:Iteration 27Q (6375.520000 sec): 3 clusters
  Score: Raw -4426615.194030 + Penalty 3432.057914 = -4423183.136117
  nChanged 217
		SP:Iteration 28Q (6375.900000 sec): 3 clusters
  Score: Raw -4426653.967877 + Penalty 3432.057914 = -4423221.909963
  nChanged 204
		SP:Iteration 29Q (6376.310000 sec): 3 clusters
  Score: Raw -4426693.592534 + Penalty 3432.057914 = -4423261.534620
  nChanged 176
		SP:Iteration 30Q (6376.780000 sec): 3 clusters
  Score: Raw -4426724.540718 + Penalty 3432.057914 = -4423292.482804
  nChanged 146
		SP:Iteration 31Q (6377.280000 sec): 3 clusters
  Score: Raw -4426746.824347 + Penalty 3432.057914 = -4423314.766434
  nChanged 127
		SP:Iteration 32Q (6377.750000 sec): 3 clusters
  Score: Raw -4426765.452331 + Penalty 3432.057914 = -4423333.394417
  nChanged 92
		SP:Iteration 33Q (6378.180000 sec): 3 clusters
  Score: Raw -4426779.769485 + Penalty 3432.057914 = -4423347.711571
  nChanged 83
		SP:Iteration 34Q (6378.590000 sec): 3 clusters
  Score: Raw -4426790.066286 + Penalty 3432.057914 = -4423358.008373
  nChanged 86
		SP:Iteration 35Q (6378.960000 sec): 3 clusters
  Score: Raw -4426799.440498 + Penalty 3432.057914 = -4423367.382584
  nChanged 56
		SP:Iteration 36Q (6379.440000 sec): 3 clusters
  Score: Raw -4426803.300356 + Penalty 3432.057914 = -4423371.242442
  nChanged 40
		SP:Iteration 37Q (6379.810000 sec): 3 clusters
  Score: Raw -4426805.891068 + Penalty 3432.057914 = -4423373.833154
  nChanged 31
		SP:Iteration 38Q (6380.290000 sec): 3 clusters
  Score: Raw -4426807.819664 + Penalty 3432.057914 = -4423375.761750
  nChanged 29
		SP:Iteration 39Q (6380.720000 sec): 3 clusters
  Score: Raw -4426810.131797 + Penalty 3432.057914 = -4423378.073884
  nChanged 32
		SP:Iteration 40F (6381.180000 sec): 3 clusters
  Score: Raw -4426813.581380 + Penalty 3432.057914 = -4423381.523466
  nChanged 41
		SP:Iteration 41Q (6381.530000 sec): 3 clusters
  Score: Raw -4426817.165325 + Penalty 3432.057914 = -4423385.107412
  nChanged 36
		SP:Iteration 42Q (6381.930000 sec): 3 clusters
  Score: Raw -4426820.100045 + Penalty 3432.057914 = -4423388.042132
  nChanged 33
		SP:Iteration 43Q (6382.310000 sec): 3 clusters
  Score: Raw -4426822.481256 + Penalty 3432.057914 = -4423390.423342
  nChanged 34
		SP:Iteration 44Q (6382.730000 sec): 3 clusters
  Score: Raw -4426824.912382 + Penalty 3432.057914 = -4423392.854468
  nChanged 27
		SP:Iteration 45Q (6383.190000 sec): 3 clusters
  Score: Raw -4426826.910054 + Penalty 3432.057914 = -4423394.852140
  nChanged 25
		SP:Iteration 46Q (6383.620000 sec): 3 clusters
  Score: Raw -4426828.439373 + Penalty 3432.057914 = -4423396.381459
  nChanged 25
		SP:Iteration 47Q (6383.990000 sec): 3 clusters
  Score: Raw -4426829.782388 + Penalty 3432.057914 = -4423397.724475
  nChanged 24
		SP:Iteration 48Q (6384.430000 sec): 3 clusters
  Score: Raw -4426831.094686 + Penalty 3432.057914 = -4423399.036772
  nChanged 15
		SP:Iteration 49Q (6384.890000 sec): 3 clusters
  Score: Raw -4426831.927578 + Penalty 3432.057914 = -4423399.869664
  nChanged 16
		SP:Iteration 50Q (6385.310000 sec): 3 clusters
  Score: Raw -4426832.764724 + Penalty 3432.057914 = -4423400.706810
  nChanged 13
		SP:Iteration 51Q (6385.660000 sec): 3 clusters
  Score: Raw -4426833.603803 + Penalty 3432.057914 = -4423401.545889
  nChanged 15
		SP:Iteration 52Q (6386.100000 sec): 3 clusters
  Score: Raw -4426834.285387 + Penalty 3432.057914 = -4423402.227473
  nChanged 11
		SP:Iteration 53Q (6386.520000 sec): 3 clusters
  Score: Raw -4426834.813742 + Penalty 3432.057914 = -4423402.755829
  nChanged 13
		SP:Iteration 54Q (6386.900000 sec): 3 clusters
  Score: Raw -4426835.690325 + Penalty 3432.057914 = -4423403.632411
  nChanged 11
		SP:Iteration 55Q (6387.330000 sec): 3 clusters
  Score: Raw -4426836.385276 + Penalty 3432.057914 = -4423404.327362
  nChanged 15
		SP:Iteration 56Q (6387.730000 sec): 3 clusters
  Score: Raw -4426837.461768 + Penalty 3432.057914 = -4423405.403855
  nChanged 20
		SP:Iteration 57Q (6388.190000 sec): 3 clusters
  Score: Raw -4426838.738748 + Penalty 3432.057914 = -4423406.680834
  nChanged 14
		SP:Iteration 58Q (6388.680000 sec): 3 clusters
  Score: Raw -4426839.807062 + Penalty 3432.057914 = -4423407.749149
  nChanged 17
		SP:Iteration 59Q (6389.110000 sec): 3 clusters
  Score: Raw -4426840.840950 + Penalty 3432.057914 = -4423408.783036
  nChanged 9
		SP:Iteration 60F (6389.480000 sec): 3 clusters
  Score: Raw -4426841.787581 + Penalty 3432.057914 = -4423409.729667
  nChanged 15
		SP:Iteration 61Q (6389.980000 sec): 3 clusters
  Score: Raw -4426842.366748 + Penalty 3432.057914 = -4423410.308834
  nChanged 8
		SP:Iteration 62Q (6390.450000 sec): 3 clusters
  Score: Raw -4426842.822245 + Penalty 3432.057914 = -4423410.764331
  nChanged 5
		SP:Iteration 63Q (6390.860000 sec): 3 clusters
  Score: Raw -4426842.909455 + Penalty 3432.057914 = -4423410.851542
  nChanged 2
		SP:Iteration 64Q (6391.310000 sec): 3 clusters
  Score: Raw -4426842.950270 + Penalty 3432.057914 = -4423410.892356
  nChanged 1
		SP:Iteration 65Q (6391.740000 sec): 3 clusters
  Score: Raw -4426842.962832 + Penalty 3432.057914 = -4423410.904918
  nChanged 1
		SP:Iteration 66Q (6392.200000 sec): 3 clusters
  Score: Raw -4426842.976924 + Penalty 3432.057914 = -4423410.919010
  nChanged 0
		SP:Iteration 67F (6392.680000 sec): 3 clusters
  Score: Raw -4426842.976924 + Penalty 3432.057914 = -4423410.919010
  nChanged 0
  Score: Raw -118711769.759927 + Penalty 139522.744274 = -118572247.015652

Splitting cluster 32 changes total score from -118458565.046374 to -118572247.015652

 So it's getting split into cluster 62.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 33 (30813 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6567.300000 sec): 2 clusters
  Score: Raw -3756326.005969 + Penalty 1679.549943 = -3754646.456026
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6567.710000 sec): 3 clusters
  Score: Raw -3737361.551227 + Penalty 3359.099886 = -3734002.451340
  nChanged 14198
		SP:Iteration 1F (6568.120000 sec): 3 clusters
  Score: Raw -3746188.876758 + Penalty 3359.099886 = -3742829.776872
  nChanged 2506
		SP:Iteration 2F (6568.600000 sec): 3 clusters
  Score: Raw -3748659.799791 + Penalty 3359.099886 = -3745300.699905
  nChanged 3193
		SP:Iteration 3F (6568.970000 sec): 3 clusters
  Score: Raw -3752512.612617 + Penalty 3359.099886 = -3749153.512731
  nChanged 3250
		SP:Iteration 4F (6569.410000 sec): 3 clusters
  Score: Raw -3756144.172251 + Penalty 3359.099886 = -3752785.072365
  nChanged 2481
		SP:Iteration 5F (6569.850000 sec): 3 clusters
  Score: Raw -3758287.900906 + Penalty 3359.099886 = -3754928.801020
  nChanged 1612
		SP:Iteration 6F (6570.200000 sec): 3 clusters
  Score: Raw -3759351.712142 + Penalty 3359.099886 = -3755992.612256
  nChanged 1118
		SP:Iteration 7Q (6570.520000 sec): 3 clusters
  Score: Raw -3759900.287902 + Penalty 3359.099886 = -3756541.188015
  nChanged 846
		SP:Iteration 8Q (6570.960000 sec): 3 clusters
  Score: Raw -3760237.164538 + Penalty 3359.099886 = -3756878.064652
  nChanged 726
		SP:Iteration 9Q (6571.370000 sec): 3 clusters
  Score: Raw -3760476.883246 + Penalty 3359.099886 = -3757117.783360
  nChanged 644
		SP:Iteration 10Q (6571.850000 sec): 3 clusters
  Score: Raw -3760670.701827 + Penalty 3359.099886 = -3757311.601941
  nChanged 589
		SP:Iteration 11Q (6572.210000 sec): 3 clusters
  Score: Raw -3760831.513833 + Penalty 3359.099886 = -3757472.413947
  nChanged 527
		SP:Iteration 12Q (6572.560000 sec): 3 clusters
  Score: Raw -3760958.289633 + Penalty 3359.099886 = -3757599.189747
  nChanged 427
		SP:Iteration 13Q (6573.040000 sec): 3 clusters
  Score: Raw -3761052.299734 + Penalty 3359.099886 = -3757693.199847
  nChanged 418
		SP:Iteration 14Q (6573.490000 sec): 3 clusters
  Score: Raw -3761138.428760 + Penalty 3359.099886 = -3757779.328874
  nChanged 385
		SP:Iteration 15Q (6573.930000 sec): 3 clusters
  Score: Raw -3761210.996049 + Penalty 3359.099886 = -3757851.896163
  nChanged 334
		SP:Iteration 16Q (6574.240000 sec): 3 clusters
  Score: Raw -3761266.070663 + Penalty 3359.099886 = -3757906.970777
  nChanged 271
		SP:Iteration 17Q (6574.580000 sec): 3 clusters
  Score: Raw -3761308.521362 + Penalty 3359.099886 = -3757949.421475
  nChanged 257
		SP:Iteration 18Q (6574.940000 sec): 3 clusters
  Score: Raw -3761345.186406 + Penalty 3359.099886 = -3757986.086520
  nChanged 213
		SP:Iteration 19Q (6575.350000 sec): 3 clusters
  Score: Raw -3761371.837400 + Penalty 3359.099886 = -3758012.737514
  nChanged 188
		SP:Iteration 20F (6575.790000 sec): 3 clusters
  Score: Raw -3761394.403237 + Penalty 3359.099886 = -3758035.303351
  nChanged 177
		SP:Iteration 21Q (6576.220000 sec): 3 clusters
  Score: Raw -3761416.971010 + Penalty 3359.099886 = -3758057.871124
  nChanged 154
		SP:Iteration 22Q (6576.640000 sec): 3 clusters
  Score: Raw -3761433.394757 + Penalty 3359.099886 = -3758074.294871
  nChanged 132
		SP:Iteration 23Q (6577.060000 sec): 3 clusters
  Score: Raw -3761447.740225 + Penalty 3359.099886 = -3758088.640339
  nChanged 120
		SP:Iteration 24Q (6577.470000 sec): 3 clusters
  Score: Raw -3761459.398820 + Penalty 3359.099886 = -3758100.298934
  nChanged 98
		SP:Iteration 25Q (6577.910000 sec): 3 clusters
  Score: Raw -3761468.169056 + Penalty 3359.099886 = -3758109.069170
  nChanged 91
		SP:Iteration 26Q (6578.360000 sec): 3 clusters
  Score: Raw -3761476.114532 + Penalty 3359.099886 = -3758117.014645
  nChanged 85
		SP:Iteration 27Q (6578.750000 sec): 3 clusters
  Score: Raw -3761483.522401 + Penalty 3359.099886 = -3758124.422514
  nChanged 68
		SP:Iteration 28Q (6579.090000 sec): 3 clusters
  Score: Raw -3761489.099637 + Penalty 3359.099886 = -3758129.999751
  nChanged 68
		SP:Iteration 29Q (6579.470000 sec): 3 clusters
  Score: Raw -3761495.040581 + Penalty 3359.099886 = -3758135.940695
  nChanged 67
		SP:Iteration 30Q (6579.900000 sec): 3 clusters
  Score: Raw -3761501.047189 + Penalty 3359.099886 = -3758141.947302
  nChanged 69
		SP:Iteration 31Q (6580.290000 sec): 3 clusters
  Score: Raw -3761507.203838 + Penalty 3359.099886 = -3758148.103951
  nChanged 66
		SP:Iteration 32Q (6580.720000 sec): 3 clusters
  Score: Raw -3761513.018718 + Penalty 3359.099886 = -3758153.918831
  nChanged 69
		SP:Iteration 33Q (6581.030000 sec): 3 clusters
  Score: Raw -3761519.096466 + Penalty 3359.099886 = -3758159.996580
  nChanged 61
		SP:Iteration 34Q (6581.360000 sec): 3 clusters
  Score: Raw -3761524.041809 + Penalty 3359.099886 = -3758164.941923
  nChanged 51
		SP:Iteration 35Q (6581.760000 sec): 3 clusters
  Score: Raw -3761528.560171 + Penalty 3359.099886 = -3758169.460285
  nChanged 46
		SP:Iteration 36Q (6582.210000 sec): 3 clusters
  Score: Raw -3761532.569381 + Penalty 3359.099886 = -3758173.469494
  nChanged 43
		SP:Iteration 37Q (6582.600000 sec): 3 clusters
  Score: Raw -3761535.057697 + Penalty 3359.099886 = -3758175.957811
  nChanged 29
		SP:Iteration 38Q (6583.020000 sec): 3 clusters
  Score: Raw -3761537.222842 + Penalty 3359.099886 = -3758178.122956
  nChanged 35
		SP:Iteration 39Q (6583.440000 sec): 3 clusters
  Score: Raw -3761539.676047 + Penalty 3359.099886 = -3758180.576161
  nChanged 27
		SP:Iteration 40F (6583.870000 sec): 3 clusters
  Score: Raw -3761541.019888 + Penalty 3359.099886 = -3758181.920001
  nChanged 18
		SP:Iteration 41Q (6584.300000 sec): 3 clusters
  Score: Raw -3761542.089510 + Penalty 3359.099886 = -3758182.989623
  nChanged 16
		SP:Iteration 42Q (6584.720000 sec): 3 clusters
  Score: Raw -3761542.930543 + Penalty 3359.099886 = -3758183.830656
  nChanged 11
		SP:Iteration 43Q (6585.110000 sec): 3 clusters
  Score: Raw -3761543.580551 + Penalty 3359.099886 = -3758184.480665
  nChanged 13
		SP:Iteration 44Q (6585.520000 sec): 3 clusters
  Score: Raw -3761544.158071 + Penalty 3359.099886 = -3758185.058185
  nChanged 10
		SP:Iteration 45Q (6585.940000 sec): 3 clusters
  Score: Raw -3761544.657494 + Penalty 3359.099886 = -3758185.557607
  nChanged 10
		SP:Iteration 46Q (6586.340000 sec): 3 clusters
  Score: Raw -3761545.058542 + Penalty 3359.099886 = -3758185.958656
  nChanged 5
		SP:Iteration 47Q (6586.750000 sec): 3 clusters
  Score: Raw -3761545.267740 + Penalty 3359.099886 = -3758186.167854
  nChanged 1
		SP:Iteration 48Q (6587.150000 sec): 3 clusters
  Score: Raw -3761545.296553 + Penalty 3359.099886 = -3758186.196667
  nChanged 1
		SP:Iteration 49Q (6587.490000 sec): 3 clusters
  Score: Raw -3761545.336373 + Penalty 3359.099886 = -3758186.236487
  nChanged 0
		SP:Iteration 50F (6587.830000 sec): 3 clusters
  Score: Raw -3761545.336373 + Penalty 3359.099886 = -3758186.236487
  nChanged 0
  Score: Raw -118716989.090331 + Penalty 141773.111118 = -118575215.979213

Splitting cluster 33 changes total score from -118458565.046374 to -118575215.979213

 So it's getting split into cluster 63.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 34 (1528 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6727.040000 sec): 2 clusters
  Score: Raw -172221.848857 + Penalty 1191.403683 = -171030.445175
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6727.220000 sec): 3 clusters
  Score: Raw -171716.395899 + Penalty 2382.807365 = -169333.588534
  nChanged 521
		SP:Iteration 1F (6727.420000 sec): 3 clusters
  Score: Raw -172308.453658 + Penalty 2382.807365 = -169925.646293
  nChanged 169
		SP:Iteration 2F (6727.560000 sec): 3 clusters
  Score: Raw -172573.689553 + Penalty 2382.807365 = -170190.882188
  nChanged 128
		SP:Iteration 3F (6727.740000 sec): 3 clusters
  Score: Raw -172824.658107 + Penalty 2382.807365 = -170441.850742
  nChanged 110
		SP:Iteration 4F (6727.950000 sec): 3 clusters
  Score: Raw -173112.283405 + Penalty 2382.807365 = -170729.476040
  nChanged 103
		SP:Iteration 5F (6728.100000 sec): 3 clusters
  Score: Raw -173409.103413 + Penalty 2382.807365 = -171026.296048
  nChanged 74
		SP:Iteration 6Q (6728.290000 sec): 3 clusters
  Score: Raw -173618.218499 + Penalty 2382.807365 = -171235.411134
  nChanged 56
		SP:Iteration 7Q (6728.470000 sec): 3 clusters
  Score: Raw -173750.875716 + Penalty 2382.807365 = -171368.068351
  nChanged 32
		SP:Iteration 8Q (6728.650000 sec): 3 clusters
  Score: Raw -173827.127355 + Penalty 2382.807365 = -171444.319989
  nChanged 15
		SP:Iteration 9Q (6728.840000 sec): 3 clusters
  Score: Raw -173869.631463 + Penalty 2382.807365 = -171486.824098
  nChanged 16
		SP:Iteration 10Q (6729.020000 sec): 3 clusters
  Score: Raw -173894.850721 + Penalty 2382.807365 = -171512.043356
  nChanged 15
		SP:Iteration 11Q (6729.160000 sec): 3 clusters
  Score: Raw -173910.554667 + Penalty 2382.807365 = -171527.747302
  nChanged 11
		SP:Iteration 12Q (6729.340000 sec): 3 clusters
  Score: Raw -173919.328635 + Penalty 2382.807365 = -171536.521270
  nChanged 4
		SP:Iteration 13Q (6729.500000 sec): 3 clusters
  Score: Raw -173926.581474 + Penalty 2382.807365 = -171543.774109
  nChanged 3
		SP:Iteration 14Q (6729.680000 sec): 3 clusters
  Score: Raw -173928.706627 + Penalty 2382.807365 = -171545.899262
  nChanged 2
		SP:Iteration 15Q (6729.850000 sec): 3 clusters
  Score: Raw -173929.908090 + Penalty 2382.807365 = -171547.100725
  nChanged 1
		SP:Iteration 16Q (6729.990000 sec): 3 clusters
  Score: Raw -173930.232638 + Penalty 2382.807365 = -171547.425273
  nChanged 0
		SP:Iteration 17F (6730.140000 sec): 3 clusters
  Score: Raw -173930.232638 + Penalty 2382.807365 = -171547.425273
  nChanged 0
  Score: Raw -118718697.474112 + Penalty 144023.477961 = -118574673.996151

Splitting cluster 34 changes total score from -118458565.046374 to -118574673.996151

 So it's getting split into cluster 64.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 35 (17943 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6891.570000 sec): 2 clusters
  Score: Raw -1979287.768709 + Penalty 1591.680244 = -1977696.088466
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6891.810000 sec): 3 clusters
  Score: Raw -1968631.722216 + Penalty 3183.360487 = -1965448.361729
  nChanged 8088
		SP:Iteration 1F (6892.120000 sec): 3 clusters
  Score: Raw -1976856.278537 + Penalty 3183.360487 = -1973672.918050
  nChanged 2567
		SP:Iteration 2F (6892.350000 sec): 3 clusters
  Score: Raw -1982892.018655 + Penalty 3183.360487 = -1979708.658168
  nChanged 2387
		SP:Iteration 3F (6892.610000 sec): 3 clusters
  Score: Raw -1987867.389885 + Penalty 3183.360487 = -1984684.029398
  nChanged 1633
		SP:Iteration 4F (6892.870000 sec): 3 clusters
  Score: Raw -1990510.435450 + Penalty 3183.360487 = -1987327.074962
  nChanged 972
		SP:Iteration 5F (6893.130000 sec): 3 clusters
  Score: Raw -1992288.672522 + Penalty 3183.360487 = -1989105.312035
  nChanged 622
		SP:Iteration 6Q (6893.450000 sec): 3 clusters
  Score: Raw -1992984.265837 + Penalty 3183.360487 = -1989800.905350
  nChanged 360
		SP:Iteration 7Q (6893.670000 sec): 3 clusters
  Score: Raw -1993372.362827 + Penalty 3183.360487 = -1990189.002340
  nChanged 271
		SP:Iteration 8Q (6893.910000 sec): 3 clusters
  Score: Raw -1993705.830273 + Penalty 3183.360487 = -1990522.469786
  nChanged 234
		SP:Iteration 9Q (6894.130000 sec): 3 clusters
  Score: Raw -1994039.861773 + Penalty 3183.360487 = -1990856.501286
  nChanged 177
		SP:Iteration 10Q (6894.390000 sec): 3 clusters
  Score: Raw -1994366.880063 + Penalty 3183.360487 = -1991183.519575
  nChanged 141
		SP:Iteration 11Q (6894.680000 sec): 3 clusters
  Score: Raw -1994586.683424 + Penalty 3183.360487 = -1991403.322937
  nChanged 112
		SP:Iteration 12Q (6894.930000 sec): 3 clusters
  Score: Raw -1994742.456073 + Penalty 3183.360487 = -1991559.095585
  nChanged 72
		SP:Iteration 13Q (6895.220000 sec): 3 clusters
  Score: Raw -1994793.848845 + Penalty 3183.360487 = -1991610.488357
  nChanged 61
		SP:Iteration 14Q (6895.450000 sec): 3 clusters
  Score: Raw -1994872.220204 + Penalty 3183.360487 = -1991688.859717
  nChanged 56
		SP:Iteration 15Q (6895.730000 sec): 3 clusters
  Score: Raw -1994889.685727 + Penalty 3183.360487 = -1991706.325240
  nChanged 32
		SP:Iteration 16Q (6896.000000 sec): 3 clusters
  Score: Raw -1994894.327078 + Penalty 3183.360487 = -1991710.966590
  nChanged 21
		SP:Iteration 17Q (6896.240000 sec): 3 clusters
  Score: Raw -1994896.774619 + Penalty 3183.360487 = -1991713.414131
  nChanged 22
		SP:Iteration 18Q (6896.520000 sec): 3 clusters
  Score: Raw -1994899.227791 + Penalty 3183.360487 = -1991715.867303
  nChanged 6
		SP:Iteration 19Q (6896.770000 sec): 3 clusters
  Score: Raw -1994899.759756 + Penalty 3183.360487 = -1991716.399269
  nChanged 6
		SP:Iteration 20F (6897.070000 sec): 3 clusters
  Score: Raw -1994915.977519 + Penalty 3183.360487 = -1991732.617032
  nChanged 6
		SP:Iteration 21Q (6897.290000 sec): 3 clusters
  Score: Raw -1994917.397511 + Penalty 3183.360487 = -1991734.037024
  nChanged 5
		SP:Iteration 22Q (6897.580000 sec): 3 clusters
  Score: Raw -1994917.685632 + Penalty 3183.360487 = -1991734.325145
  nChanged 4
		SP:Iteration 23Q (6897.830000 sec): 3 clusters
  Score: Raw -1994917.952470 + Penalty 3183.360487 = -1991734.591983
  nChanged 2
		SP:Iteration 24Q (6898.120000 sec): 3 clusters
  Score: Raw -1994918.028560 + Penalty 3183.360487 = -1991734.668073
  nChanged 2
		SP:Iteration 25Q (6898.380000 sec): 3 clusters
  Score: Raw -1994918.137483 + Penalty 3183.360487 = -1991734.776996
  nChanged 2
		SP:Iteration 26Q (6898.620000 sec): 3 clusters
  Score: Raw -1994918.252701 + Penalty 3183.360487 = -1991734.892214
  nChanged 5
		SP:Iteration 27Q (6898.920000 sec): 3 clusters
  Score: Raw -1994918.626789 + Penalty 3183.360487 = -1991735.266301
  nChanged 7
		SP:Iteration 28Q (6899.150000 sec): 3 clusters
  Score: Raw -1994919.471082 + Penalty 3183.360487 = -1991736.110595
  nChanged 7
		SP:Iteration 29Q (6899.390000 sec): 3 clusters
  Score: Raw -1994920.007055 + Penalty 3183.360487 = -1991736.646568
  nChanged 1
		SP:Iteration 30Q (6899.640000 sec): 3 clusters
  Score: Raw -1994920.071328 + Penalty 3183.360487 = -1991736.710841
  nChanged 0
		SP:Iteration 31F (6899.900000 sec): 3 clusters
  Score: Raw -1994920.071328 + Penalty 3183.360487 = -1991736.710841
  nChanged 0
  Score: Raw -118734329.776730 + Penalty 146273.844804 = -118588055.931926

Splitting cluster 35 changes total score from -118458565.046374 to -118588055.931926

 So it's getting split into cluster 65.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 36 (54222 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7055.610000 sec): 2 clusters
  Score: Raw -6736553.942904 + Penalty 1771.386826 = -6734782.556078
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7056.160000 sec): 3 clusters
  Score: Raw -6702137.893329 + Penalty 3542.773653 = -6698595.119676
  nChanged 25430
		SP:Iteration 1F (7056.730000 sec): 3 clusters
  Score: Raw -6716909.523046 + Penalty 3542.773653 = -6713366.749393
  nChanged 2652
		SP:Iteration 2Q (7057.240000 sec): 3 clusters
  Score: Raw -6718100.089800 + Penalty 3542.773653 = -6714557.316147
  nChanged 3106
		SP:Iteration 3F (7057.650000 sec): 3 clusters
  Score: Raw -6719963.004578 + Penalty 3542.773653 = -6716420.230925
  nChanged 3756
		SP:Iteration 4F (7058.160000 sec): 3 clusters
  Score: Raw -6722880.052365 + Penalty 3542.773653 = -6719337.278712
  nChanged 4195
		SP:Iteration 5F (7058.600000 sec): 3 clusters
  Score: Raw -6726651.761868 + Penalty 3542.773653 = -6723108.988215
  nChanged 3933
		SP:Iteration 6F (7059.120000 sec): 3 clusters
  Score: Raw -6730220.764877 + Penalty 3542.773653 = -6726677.991224
  nChanged 3238
		SP:Iteration 7F (7059.560000 sec): 3 clusters
  Score: Raw -6733241.327435 + Penalty 3542.773653 = -6729698.553782
  nChanged 2358
		SP:Iteration 8Q (7060.050000 sec): 3 clusters
  Score: Raw -6735862.008728 + Penalty 3542.773653 = -6732319.235075
  nChanged 1494
		SP:Iteration 9Q (7060.480000 sec): 3 clusters
  Score: Raw -6737825.487143 + Penalty 3542.773653 = -6734282.713490
  nChanged 988
		SP:Iteration 10Q (7060.890000 sec): 3 clusters
  Score: Raw -6738627.713590 + Penalty 3542.773653 = -6735084.939937
  nChanged 696
		SP:Iteration 11Q (7061.270000 sec): 3 clusters
  Score: Raw -6738872.595220 + Penalty 3542.773653 = -6735329.821567
  nChanged 476
		SP:Iteration 12Q (7061.740000 sec): 3 clusters
  Score: Raw -6738996.681381 + Penalty 3542.773653 = -6735453.907728
  nChanged 346
		SP:Iteration 13Q (7062.140000 sec): 3 clusters
  Score: Raw -6739078.932305 + Penalty 3542.773653 = -6735536.158652
  nChanged 324
		SP:Iteration 14Q (7062.570000 sec): 3 clusters
  Score: Raw -6739157.732921 + Penalty 3542.773653 = -6735614.959268
  nChanged 331
		SP:Iteration 15Q (7063.050000 sec): 3 clusters
  Score: Raw -6739236.353873 + Penalty 3542.773653 = -6735693.580220
  nChanged 319
		SP:Iteration 16Q (7063.570000 sec): 3 clusters
  Score: Raw -6739304.687544 + Penalty 3542.773653 = -6735761.913891
  nChanged 318
		SP:Iteration 17Q (7064.100000 sec): 3 clusters
  Score: Raw -6739374.999528 + Penalty 3542.773653 = -6735832.225875
  nChanged 300
		SP:Iteration 18Q (7064.630000 sec): 3 clusters
  Score: Raw -6739445.597820 + Penalty 3542.773653 = -6735902.824167
  nChanged 334
		SP:Iteration 19Q (7065.160000 sec): 3 clusters
  Score: Raw -6739524.806742 + Penalty 3542.773653 = -6735982.033089
  nChanged 367
		SP:Iteration 20F (7065.740000 sec): 3 clusters
  Score: Raw -6739613.527048 + Penalty 3542.773653 = -6736070.753395
  nChanged 392
		SP:Iteration 21Q (7066.280000 sec): 3 clusters
  Score: Raw -6739707.184116 + Penalty 3542.773653 = -6736164.410463
  nChanged 425
		SP:Iteration 22Q (7066.700000 sec): 3 clusters
  Score: Raw -6739822.600913 + Penalty 3542.773653 = -6736279.827260
  nChanged 497
		SP:Iteration 23Q (7067.110000 sec): 3 clusters
  Score: Raw -6739969.049075 + Penalty 3542.773653 = -6736426.275422
  nChanged 568
		SP:Iteration 24Q (7067.510000 sec): 3 clusters
  Score: Raw -6740144.998476 + Penalty 3542.773653 = -6736602.224823
  nChanged 617
		SP:Iteration 25Q (7068.010000 sec): 3 clusters
  Score: Raw -6740353.920756 + Penalty 3542.773653 = -6736811.147103
  nChanged 729
		SP:Iteration 26Q (7068.500000 sec): 3 clusters
  Score: Raw -6740616.734675 + Penalty 3542.773653 = -6737073.961022
  nChanged 775
		SP:Iteration 27Q (7068.950000 sec): 3 clusters
  Score: Raw -6740911.846739 + Penalty 3542.773653 = -6737369.073086
  nChanged 907
		SP:Iteration 28Q (7069.380000 sec): 3 clusters
  Score: Raw -6741298.793424 + Penalty 3542.773653 = -6737756.019771
  nChanged 1057
		SP:Iteration 29Q (7069.850000 sec): 3 clusters
  Score: Raw -6741836.768479 + Penalty 3542.773653 = -6738293.994826
  nChanged 1269
		SP:Iteration 30Q (7070.390000 sec): 3 clusters
  Score: Raw -6742572.192120 + Penalty 3542.773653 = -6739029.418468
  nChanged 1514
		SP:Iteration 31Q (7070.850000 sec): 3 clusters
  Score: Raw -6743578.948275 + Penalty 3542.773653 = -6740036.174623
  nChanged 1827
		SP:Iteration 32Q (7071.300000 sec): 3 clusters
  Score: Raw -6744935.090199 + Penalty 3542.773653 = -6741392.316547
  nChanged 2000
		SP:Iteration 33Q (7071.760000 sec): 3 clusters
  Score: Raw -6746570.279675 + Penalty 3542.773653 = -6743027.506022
  nChanged 2016
		SP:Iteration 34Q (7072.220000 sec): 3 clusters
  Score: Raw -6748268.853494 + Penalty 3542.773653 = -6744726.079841
  nChanged 1647
		SP:Iteration 35Q (7072.650000 sec): 3 clusters
  Score: Raw -6749773.465746 + Penalty 3542.773653 = -6746230.692093
  nChanged 1243
		SP:Iteration 36Q (7073.120000 sec): 3 clusters
  Score: Raw -6750890.678909 + Penalty 3542.773653 = -6747347.905256
  nChanged 728
		SP:Iteration 37Q (7073.580000 sec): 3 clusters
  Score: Raw -6751537.553997 + Penalty 3542.773653 = -6747994.780344
  nChanged 410
		SP:Iteration 38Q (7074.010000 sec): 3 clusters
  Score: Raw -6751924.465315 + Penalty 3542.773653 = -6748381.691662
  nChanged 280
		SP:Iteration 39Q (7074.490000 sec): 3 clusters
  Score: Raw -6752183.243981 + Penalty 3542.773653 = -6748640.470328
  nChanged 212
		SP:Iteration 40F (7075.010000 sec): 3 clusters
  Score: Raw -6756299.335534 + Penalty 3542.773653 = -6752756.561881
  nChanged 2690
		SP:Iteration 41Q (7075.520000 sec): 3 clusters
  Score: Raw -6768448.911908 + Penalty 3542.773653 = -6764906.138255
  nChanged 1130
		SP:Iteration 42Q (7075.970000 sec): 3 clusters
  Score: Raw -6772921.893957 + Penalty 3542.773653 = -6769379.120304
  nChanged 380
		SP:Iteration 43Q (7076.380000 sec): 3 clusters
  Score: Raw -6773235.306782 + Penalty 3542.773653 = -6769692.533129
  nChanged 209
		SP:Iteration 44Q (7076.800000 sec): 3 clusters
  Score: Raw -6773445.700667 + Penalty 3542.773653 = -6769902.927014
  nChanged 185
		SP:Iteration 45Q (7077.160000 sec): 3 clusters
  Score: Raw -6773607.779856 + Penalty 3542.773653 = -6770065.006203
  nChanged 163
		SP:Iteration 46Q (7077.610000 sec): 3 clusters
  Score: Raw -6773700.794041 + Penalty 3542.773653 = -6770158.020388
  nChanged 87
		SP:Iteration 47Q (7078.050000 sec): 3 clusters
  Score: Raw -6773733.079083 + Penalty 3542.773653 = -6770190.305430
  nChanged 67
		SP:Iteration 48Q (7078.520000 sec): 3 clusters
  Score: Raw -6773750.932060 + Penalty 3542.773653 = -6770208.158407
  nChanged 48
		SP:Iteration 49Q (7078.950000 sec): 3 clusters
  Score: Raw -6773758.527120 + Penalty 3542.773653 = -6770215.753467
  nChanged 29
		SP:Iteration 50Q (7079.430000 sec): 3 clusters
  Score: Raw -6773761.586984 + Penalty 3542.773653 = -6770218.813331
  nChanged 14
		SP:Iteration 51Q (7079.760000 sec): 3 clusters
  Score: Raw -6773762.603972 + Penalty 3542.773653 = -6770219.830319
  nChanged 13
		SP:Iteration 52Q (7080.170000 sec): 3 clusters
  Score: Raw -6773763.387155 + Penalty 3542.773653 = -6770220.613502
  nChanged 6
		SP:Iteration 53Q (7080.610000 sec): 3 clusters
  Score: Raw -6773763.642328 + Penalty 3542.773653 = -6770220.868675
  nChanged 5
		SP:Iteration 54Q (7081.040000 sec): 3 clusters
  Score: Raw -6773763.830451 + Penalty 3542.773653 = -6770221.056798
  nChanged 3
		SP:Iteration 55Q (7081.510000 sec): 3 clusters
  Score: Raw -6773763.911202 + Penalty 3542.773653 = -6770221.137549
  nChanged 0
		SP:Iteration 56F (7081.980000 sec): 3 clusters
  Score: Raw -6773763.911202 + Penalty 3542.773653 = -6770221.137549
  nChanged 0
  Score: Raw -118771539.745027 + Penalty 148524.211647 = -118623015.533381

Splitting cluster 36 changes total score from -118458565.046374 to -118623015.533381

 So it's getting split into cluster 66.
Iteration 59Q (7342.170000 sec): 67 clusters
  Score: Raw -118806357.739079 + Penalty 148524.211647 = -118657833.527432
  nChanged 39985
Iteration 60F (7490.830000 sec): 67 clusters
  Score: Raw -118832178.926787 + Penalty 148524.211647 = -118683654.715140
  nChanged 25855
Iteration 61Q (7602.680000 sec): 67 clusters
  Score: Raw -118842367.044711 + Penalty 148524.211647 = -118693842.833064
  nChanged 15202
Iteration 62Q (7724.490000 sec): 67 clusters
  Score: Raw -118847446.029188 + Penalty 148524.211647 = -118698921.817541
  nChanged 11087
Iteration 63Q (7845.220000 sec): 67 clusters
  Score: Raw -118850746.471319 + Penalty 148524.211647 = -118702222.259672
  nChanged 8912
Iteration 64Q (7960.870000 sec): 67 clusters
  Score: Raw -118853159.065076 + Penalty 148524.211647 = -118704634.853429
  nChanged 7513
Iteration 65Q (8081.330000 sec): 67 clusters
  Score: Raw -118855045.474236 + Penalty 148524.211647 = -118706521.262589
  nChanged 6389
Iteration 66Q (8201.350000 sec): 67 clusters
  Score: Raw -118856673.346875 + Penalty 148524.211647 = -118708149.135228
  nChanged 5866
Iteration 67Q (8318.770000 sec): 67 clusters
  Score: Raw -118858157.371985 + Penalty 148524.211647 = -118709633.160338
  nChanged 5303
Iteration 68Q (8441.850000 sec): 67 clusters
  Score: Raw -118859433.156545 + Penalty 148524.211647 = -118710908.944898
  nChanged 4800
Iteration 69Q (8562.620000 sec): 67 clusters
  Score: Raw -118860499.497994 + Penalty 148524.211647 = -118711975.286347
  nChanged 4390
Iteration 70Q (8670.160000 sec): 67 clusters
  Score: Raw -118861455.415884 + Penalty 148524.211647 = -118712931.204237
  nChanged 4088
Iteration 71Q (8775.540000 sec): 67 clusters
  Score: Raw -118862371.902626 + Penalty 148524.211647 = -118713847.690979
  nChanged 3772
Iteration 72Q (8879.560000 sec): 67 clusters
  Score: Raw -118863284.261631 + Penalty 148524.211647 = -118714760.049984
  nChanged 3669
Iteration 73Q (8991.830000 sec): 67 clusters
  Score: Raw -118864369.760027 + Penalty 148524.211647 = -118715845.548380
  nChanged 3510
Iteration 74Q (9108.060000 sec): 67 clusters
  Score: Raw -118865284.981387 + Penalty 148524.211647 = -118716760.769740
  nChanged 3176
Iteration 75Q (9207.110000 sec): 67 clusters
  Score: Raw -118865966.244828 + Penalty 148524.211647 = -118717442.033181
  nChanged 3017
Iteration 76Q (9307.180000 sec): 67 clusters
  Score: Raw -118866638.107568 + Penalty 148524.211647 = -118718113.895921
  nChanged 2819
Iteration 77Q (9416.260000 sec): 67 clusters
  Score: Raw -118867338.668370 + Penalty 148524.211647 = -118718814.456723
  nChanged 2593
Iteration 78Q (9528.260000 sec): 67 clusters
  Score: Raw -118867865.334851 + Penalty 148524.211647 = -118719341.123204
  nChanged 2405
Iteration 79Q (9635.130000 sec): 67 clusters
  Score: Raw -118868267.143115 + Penalty 148524.211647 = -118719742.931468
  nChanged 2167
Iteration 80F (9803.320000 sec): 67 clusters
  Score: Raw -118869975.325315 + Penalty 148524.211647 = -118721451.113668
  nChanged 2910
Iteration 81Q (9924.260000 sec): 67 clusters
  Score: Raw -118872208.895829 + Penalty 148524.211647 = -118723684.684182
  nChanged 3238
Iteration 82Q (10049.860000 sec): 67 clusters
  Score: Raw -118873642.227134 + Penalty 148524.211647 = -118725118.015487
  nChanged 3212
Iteration 83Q (10166.150000 sec): 67 clusters
  Score: Raw -118874549.799451 + Penalty 148524.211647 = -118726025.587804
  nChanged 2991
Iteration 84Q (10299.830000 sec): 67 clusters
  Score: Raw -118875256.470492 + Penalty 148524.211647 = -118726732.258845
  nChanged 2834
Iteration 85Q (10434.900000 sec): 67 clusters
  Score: Raw -118875945.047390 + Penalty 148524.211647 = -118727420.835743
  nChanged 2880
Iteration 86Q (10555.940000 sec): 67 clusters
  Score: Raw -118876769.549098 + Penalty 148524.211647 = -118728245.337451
  nChanged 3028
Iteration 87Q (10657.460000 sec): 67 clusters
  Score: Raw -118877967.818714 + Penalty 148524.211647 = -118729443.607067
  nChanged 3151
Iteration 88Q (10772.480000 sec): 67 clusters
  Score: Raw -118880210.377541 + Penalty 148524.211647 = -118731686.165894
  nChanged 3394
Iteration 89Q (10870.500000 sec): 67 clusters
  Score: Raw -118883586.041652 + Penalty 148524.211647 = -118735061.830005
  nChanged 3138
Iteration 90Q (10982.430000 sec): 67 clusters
  Score: Raw -118886278.265113 + Penalty 148524.211647 = -118737754.053466
  nChanged 2869
Iteration 91Q (11101.580000 sec): 67 clusters
  Score: Raw -118887124.540755 + Penalty 148524.211647 = -118738600.329108
  nChanged 2459
Iteration 92Q (11238.160000 sec): 67 clusters
  Score: Raw -118887630.769493 + Penalty 148524.211647 = -118739106.557846
  nChanged 2053
Iteration 93Q (11377.260000 sec): 67 clusters
  Score: Raw -118887971.179259 + Penalty 148524.211647 = -118739446.967612
  nChanged 1810
Iteration 94Q (11513.500000 sec): 67 clusters
  Score: Raw -118888234.721730 + Penalty 148524.211647 = -118739710.510083
  nChanged 1611
Iteration 95Q (11629.350000 sec): 67 clusters
  Score: Raw -118888438.342837 + Penalty 148524.211647 = -118739914.131190
  nChanged 1450
Iteration 96Q (11728.920000 sec): 67 clusters
  Score: Raw -118888611.627504 + Penalty 148524.211647 = -118740087.415857
  nChanged 1337
Iteration 97Q (11832.730000 sec): 67 clusters
  Score: Raw -118888751.760734 + Penalty 148524.211647 = -118740227.549087
  nChanged 1144
Iteration 98Q (11955.630000 sec): 67 clusters
  Score: Raw -118888861.767654 + Penalty 148524.211647 = -118740337.556007
  nChanged 1053
Writing temp clu file 
Because OldScore, -118740227.549087, is greater than current (better) Score,-118740337.556007 
 Memory request: 0.00 GB would take us to total of 3.81 GB.
Compute initial score before splitting:   Score: Raw -118888861.767654 + Penalty 148524.211647 = -118740337.556007
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 1 (21029 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11957.130000 sec): 2 clusters
  Score: Raw -2396181.356509 + Penalty 1617.469379 = -2394563.887130
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11957.450000 sec): 3 clusters
  Score: Raw -2383529.332826 + Penalty 3234.938758 = -2380294.394068
  nChanged 9637
		SP:Iteration 1F (11957.750000 sec): 3 clusters
  Score: Raw -2390373.567882 + Penalty 3234.938758 = -2387138.629124
  nChanged 2230
		SP:Iteration 2F (11958.080000 sec): 3 clusters
  Score: Raw -2392906.694599 + Penalty 3234.938758 = -2389671.755841
  nChanged 2212
		SP:Iteration 3F (11958.460000 sec): 3 clusters
  Score: Raw -2395234.235206 + Penalty 3234.938758 = -2391999.296449
  nChanged 1664
		SP:Iteration 4F (11958.810000 sec): 3 clusters
  Score: Raw -2396681.836641 + Penalty 3234.938758 = -2393446.897883
  nChanged 1164
		SP:Iteration 5F (11959.180000 sec): 3 clusters
  Score: Raw -2397496.556815 + Penalty 3234.938758 = -2394261.618057
  nChanged 798
		SP:Iteration 6Q (11959.530000 sec): 3 clusters
  Score: Raw -2397923.739726 + Penalty 3234.938758 = -2394688.800968
  nChanged 536
		SP:Iteration 7Q (11959.880000 sec): 3 clusters
  Score: Raw -2398148.675218 + Penalty 3234.938758 = -2394913.736460
  nChanged 371
		SP:Iteration 8Q (11960.180000 sec): 3 clusters
  Score: Raw -2398269.929709 + Penalty 3234.938758 = -2395034.990951
  nChanged 263
		SP:Iteration 9Q (11960.480000 sec): 3 clusters
  Score: Raw -2398350.196907 + Penalty 3234.938758 = -2395115.258149
  nChanged 231
		SP:Iteration 10Q (11960.810000 sec): 3 clusters
  Score: Raw -2398409.305362 + Penalty 3234.938758 = -2395174.366604
  nChanged 181
		SP:Iteration 11Q (11961.160000 sec): 3 clusters
  Score: Raw -2398463.258234 + Penalty 3234.938758 = -2395228.319476
  nChanged 174
		SP:Iteration 12Q (11961.470000 sec): 3 clusters
  Score: Raw -2398508.686332 + Penalty 3234.938758 = -2395273.747574
  nChanged 150
		SP:Iteration 13Q (11961.780000 sec): 3 clusters
  Score: Raw -2398551.885173 + Penalty 3234.938758 = -2395316.946415
  nChanged 139
		SP:Iteration 14Q (11962.140000 sec): 3 clusters
  Score: Raw -2398590.866102 + Penalty 3234.938758 = -2395355.927344
  nChanged 133
		SP:Iteration 15Q (11962.460000 sec): 3 clusters
  Score: Raw -2398633.799635 + Penalty 3234.938758 = -2395398.860877
  nChanged 136
		SP:Iteration 16Q (11962.780000 sec): 3 clusters
  Score: Raw -2398682.127480 + Penalty 3234.938758 = -2395447.188722
  nChanged 140
		SP:Iteration 17Q (11963.070000 sec): 3 clusters
  Score: Raw -2398742.029709 + Penalty 3234.938758 = -2395507.090951
  nChanged 155
		SP:Iteration 18Q (11963.410000 sec): 3 clusters
  Score: Raw -2398800.774918 + Penalty 3234.938758 = -2395565.836160
  nChanged 148
		SP:Iteration 19Q (11963.730000 sec): 3 clusters
  Score: Raw -2398850.731442 + Penalty 3234.938758 = -2395615.792684
  nChanged 137
		SP:Iteration 20F (11964.030000 sec): 3 clusters
  Score: Raw -2398893.739617 + Penalty 3234.938758 = -2395658.800859
  nChanged 115
		SP:Iteration 21Q (11964.330000 sec): 3 clusters
  Score: Raw -2398928.053079 + Penalty 3234.938758 = -2395693.114321
  nChanged 114
		SP:Iteration 22Q (11964.590000 sec): 3 clusters
  Score: Raw -2398962.147278 + Penalty 3234.938758 = -2395727.208520
  nChanged 116
		SP:Iteration 23Q (11964.910000 sec): 3 clusters
  Score: Raw -2398995.549716 + Penalty 3234.938758 = -2395760.610958
  nChanged 98
		SP:Iteration 24Q (11965.220000 sec): 3 clusters
  Score: Raw -2399015.344068 + Penalty 3234.938758 = -2395780.405310
  nChanged 85
		SP:Iteration 25Q (11965.580000 sec): 3 clusters
  Score: Raw -2399034.959652 + Penalty 3234.938758 = -2395800.020894
  nChanged 85
		SP:Iteration 26Q (11965.780000 sec): 3 clusters
  Score: Raw -2399052.875831 + Penalty 3234.938758 = -2395817.937073
  nChanged 82
		SP:Iteration 27Q (11966.060000 sec): 3 clusters
  Score: Raw -2399073.221550 + Penalty 3234.938758 = -2395838.282792
  nChanged 89
		SP:Iteration 28Q (11966.350000 sec): 3 clusters
  Score: Raw -2399092.834416 + Penalty 3234.938758 = -2395857.895658
  nChanged 76
		SP:Iteration 29Q (11966.620000 sec): 3 clusters
  Score: Raw -2399107.511890 + Penalty 3234.938758 = -2395872.573132
  nChanged 57
		SP:Iteration 30Q (11966.970000 sec): 3 clusters
  Score: Raw -2399118.268549 + Penalty 3234.938758 = -2395883.329791
  nChanged 59
		SP:Iteration 31Q (11967.270000 sec): 3 clusters
  Score: Raw -2399127.638076 + Penalty 3234.938758 = -2395892.699318
  nChanged 54
		SP:Iteration 32Q (11967.610000 sec): 3 clusters
  Score: Raw -2399136.331772 + Penalty 3234.938758 = -2395901.393015
  nChanged 53
		SP:Iteration 33Q (11967.900000 sec): 3 clusters
  Score: Raw -2399143.614781 + Penalty 3234.938758 = -2395908.676023
  nChanged 46
		SP:Iteration 34Q (11968.180000 sec): 3 clusters
  Score: Raw -2399151.289302 + Penalty 3234.938758 = -2395916.350544
  nChanged 52
		SP:Iteration 35Q (11968.540000 sec): 3 clusters
  Score: Raw -2399160.563010 + Penalty 3234.938758 = -2395925.624252
  nChanged 46
		SP:Iteration 36Q (11968.870000 sec): 3 clusters
  Score: Raw -2399168.147756 + Penalty 3234.938758 = -2395933.208998
  nChanged 48
		SP:Iteration 37Q (11969.210000 sec): 3 clusters
  Score: Raw -2399175.730855 + Penalty 3234.938758 = -2395940.792097
  nChanged 39
		SP:Iteration 38Q (11969.550000 sec): 3 clusters
  Score: Raw -2399181.208691 + Penalty 3234.938758 = -2395946.269933
  nChanged 35
		SP:Iteration 39Q (11969.860000 sec): 3 clusters
  Score: Raw -2399185.584852 + Penalty 3234.938758 = -2395950.646095
  nChanged 29
		SP:Iteration 40F (11970.220000 sec): 3 clusters
  Score: Raw -2399189.786941 + Penalty 3234.938758 = -2395954.848183
  nChanged 39
		SP:Iteration 41Q (11970.520000 sec): 3 clusters
  Score: Raw -2399195.418560 + Penalty 3234.938758 = -2395960.479802
  nChanged 38
		SP:Iteration 42Q (11970.860000 sec): 3 clusters
  Score: Raw -2399200.490117 + Penalty 3234.938758 = -2395965.551359
  nChanged 33
		SP:Iteration 43Q (11971.190000 sec): 3 clusters
  Score: Raw -2399205.112480 + Penalty 3234.938758 = -2395970.173723
  nChanged 37
		SP:Iteration 44Q (11971.520000 sec): 3 clusters
  Score: Raw -2399209.887087 + Penalty 3234.938758 = -2395974.948329
  nChanged 38
		SP:Iteration 45Q (11971.830000 sec): 3 clusters
  Score: Raw -2399214.235872 + Penalty 3234.938758 = -2395979.297114
  nChanged 40
		SP:Iteration 46Q (11972.170000 sec): 3 clusters
  Score: Raw -2399219.177297 + Penalty 3234.938758 = -2395984.238539
  nChanged 31
		SP:Iteration 47Q (11972.480000 sec): 3 clusters
  Score: Raw -2399223.923166 + Penalty 3234.938758 = -2395988.984408
  nChanged 32
		SP:Iteration 48Q (11972.820000 sec): 3 clusters
  Score: Raw -2399228.888801 + Penalty 3234.938758 = -2395993.950043
  nChanged 30
		SP:Iteration 49Q (11973.130000 sec): 3 clusters
  Score: Raw -2399232.829577 + Penalty 3234.938758 = -2395997.890819
  nChanged 27
		SP:Iteration 50Q (11973.500000 sec): 3 clusters
  Score: Raw -2399235.873893 + Penalty 3234.938758 = -2396000.935135
  nChanged 24
		SP:Iteration 51Q (11973.770000 sec): 3 clusters
  Score: Raw -2399238.281896 + Penalty 3234.938758 = -2396003.343138
  nChanged 25
		SP:Iteration 52Q (11974.090000 sec): 3 clusters
  Score: Raw -2399240.781238 + Penalty 3234.938758 = -2396005.842480
  nChanged 24
		SP:Iteration 53Q (11974.420000 sec): 3 clusters
  Score: Raw -2399242.962427 + Penalty 3234.938758 = -2396008.023670
  nChanged 18
		SP:Iteration 54Q (11974.700000 sec): 3 clusters
  Score: Raw -2399244.345913 + Penalty 3234.938758 = -2396009.407155
  nChanged 14
		SP:Iteration 55Q (11975.060000 sec): 3 clusters
  Score: Raw -2399245.686148 + Penalty 3234.938758 = -2396010.747390
  nChanged 18
		SP:Iteration 56Q (11975.320000 sec): 3 clusters
  Score: Raw -2399248.113416 + Penalty 3234.938758 = -2396013.174658
  nChanged 14
		SP:Iteration 57Q (11975.680000 sec): 3 clusters
  Score: Raw -2399249.667585 + Penalty 3234.938758 = -2396014.728827
  nChanged 10
		SP:Iteration 58Q (11975.970000 sec): 3 clusters
  Score: Raw -2399250.938147 + Penalty 3234.938758 = -2396015.999390
  nChanged 15
		SP:Iteration 59Q (11976.320000 sec): 3 clusters
  Score: Raw -2399252.827399 + Penalty 3234.938758 = -2396017.888641
  nChanged 11
		SP:Iteration 60F (11976.680000 sec): 3 clusters
  Score: Raw -2399253.871580 + Penalty 3234.938758 = -2396018.932822
  nChanged 14
		SP:Iteration 61Q (11976.970000 sec): 3 clusters
  Score: Raw -2399255.608227 + Penalty 3234.938758 = -2396020.669469
  nChanged 13
		SP:Iteration 62Q (11977.340000 sec): 3 clusters
  Score: Raw -2399256.898202 + Penalty 3234.938758 = -2396021.959444
  nChanged 13
		SP:Iteration 63Q (11977.690000 sec): 3 clusters
  Score: Raw -2399258.364489 + Penalty 3234.938758 = -2396023.425731
  nChanged 7
		SP:Iteration 64Q (11978.030000 sec): 3 clusters
  Score: Raw -2399259.105129 + Penalty 3234.938758 = -2396024.166371
  nChanged 9
		SP:Iteration 65Q (11978.380000 sec): 3 clusters
  Score: Raw -2399259.841067 + Penalty 3234.938758 = -2396024.902309
  nChanged 11
		SP:Iteration 66Q (11978.670000 sec): 3 clusters
  Score: Raw -2399260.787503 + Penalty 3234.938758 = -2396025.848745
  nChanged 11
		SP:Iteration 67Q (11978.970000 sec): 3 clusters
  Score: Raw -2399261.385594 + Penalty 3234.938758 = -2396026.446836
  nChanged 7
		SP:Iteration 68Q (11979.300000 sec): 3 clusters
  Score: Raw -2399261.990063 + Penalty 3234.938758 = -2396027.051306
  nChanged 11
		SP:Iteration 69Q (11979.570000 sec): 3 clusters
  Score: Raw -2399263.074397 + Penalty 3234.938758 = -2396028.135639
  nChanged 12
		SP:Iteration 70Q (11979.900000 sec): 3 clusters
  Score: Raw -2399264.016857 + Penalty 3234.938758 = -2396029.078099
  nChanged 5
		SP:Iteration 71Q (11980.340000 sec): 3 clusters
  Score: Raw -2399264.444555 + Penalty 3234.938758 = -2396029.505797
  nChanged 8
		SP:Iteration 72Q (11980.650000 sec): 3 clusters
  Score: Raw -2399265.005959 + Penalty 3234.938758 = -2396030.067202
  nChanged 7
		SP:Iteration 73Q (11981.000000 sec): 3 clusters
  Score: Raw -2399265.679541 + Penalty 3234.938758 = -2396030.740783
  nChanged 6
		SP:Iteration 74Q (11981.300000 sec): 3 clusters
  Score: Raw -2399265.902326 + Penalty 3234.938758 = -2396030.963568
  nChanged 4
		SP:Iteration 75Q (11981.560000 sec): 3 clusters
  Score: Raw -2399266.225526 + Penalty 3234.938758 = -2396031.286768
  nChanged 4
		SP:Iteration 76Q (11981.910000 sec): 3 clusters
  Score: Raw -2399266.559585 + Penalty 3234.938758 = -2396031.620827
  nChanged 4
		SP:Iteration 77Q (11982.250000 sec): 3 clusters
  Score: Raw -2399266.801011 + Penalty 3234.938758 = -2396031.862253
  nChanged 1
		SP:Iteration 78Q (11982.570000 sec): 3 clusters
  Score: Raw -2399266.828267 + Penalty 3234.938758 = -2396031.889509
  nChanged 0
		SP:Iteration 79F (11982.820000 sec): 3 clusters
  Score: Raw -2399266.828267 + Penalty 3234.938758 = -2396031.889509
  nChanged 0
  Score: Raw -118892010.017789 + Penalty 150774.578490 = -118741235.439299

Splitting cluster 1 changes total score from -118740337.556007 to -118741235.439299

 So it's getting split into cluster 67.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 2 (10896 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12153.650000 sec): 2 clusters
  Score: Raw -1273030.239177 + Penalty 1510.624542 = -1271519.614635
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12154.000000 sec): 3 clusters
  Score: Raw -1266909.514326 + Penalty 3021.249084 = -1263888.265242
  nChanged 4743
		SP:Iteration 1F (12154.200000 sec): 3 clusters
  Score: Raw -1270170.298725 + Penalty 3021.249084 = -1267149.049641
  nChanged 1025
		SP:Iteration 2F (12154.430000 sec): 3 clusters
  Score: Raw -1271135.046308 + Penalty 3021.249084 = -1268113.797224
  nChanged 902
		SP:Iteration 3F (12154.690000 sec): 3 clusters
  Score: Raw -1271994.704696 + Penalty 3021.249084 = -1268973.455611
  nChanged 773
		SP:Iteration 4F (12154.990000 sec): 3 clusters
  Score: Raw -1272625.801969 + Penalty 3021.249084 = -1269604.552885
  nChanged 596
		SP:Iteration 5F (12155.370000 sec): 3 clusters
  Score: Raw -1273044.797307 + Penalty 3021.249084 = -1270023.548222
  nChanged 430
		SP:Iteration 6Q (12155.700000 sec): 3 clusters
  Score: Raw -1273366.892741 + Penalty 3021.249084 = -1270345.643657
  nChanged 393
		SP:Iteration 7Q (12156.030000 sec): 3 clusters
  Score: Raw -1273690.115189 + Penalty 3021.249084 = -1270668.866105
  nChanged 349
		SP:Iteration 8Q (12156.290000 sec): 3 clusters
  Score: Raw -1273977.009649 + Penalty 3021.249084 = -1270955.760564
  nChanged 310
		SP:Iteration 9Q (12156.510000 sec): 3 clusters
  Score: Raw -1274180.450847 + Penalty 3021.249084 = -1271159.201762
  nChanged 236
		SP:Iteration 10Q (12156.730000 sec): 3 clusters
  Score: Raw -1274305.108258 + Penalty 3021.249084 = -1271283.859174
  nChanged 154
		SP:Iteration 11Q (12156.980000 sec): 3 clusters
  Score: Raw -1274366.354539 + Penalty 3021.249084 = -1271345.105455
  nChanged 100
		SP:Iteration 12Q (12157.300000 sec): 3 clusters
  Score: Raw -1274398.292699 + Penalty 3021.249084 = -1271377.043615
  nChanged 67
		SP:Iteration 13Q (12157.520000 sec): 3 clusters
  Score: Raw -1274420.126272 + Penalty 3021.249084 = -1271398.877188
  nChanged 52
		SP:Iteration 14Q (12157.810000 sec): 3 clusters
  Score: Raw -1274436.388698 + Penalty 3021.249084 = -1271415.139614
  nChanged 58
		SP:Iteration 15Q (12158.120000 sec): 3 clusters
  Score: Raw -1274459.673724 + Penalty 3021.249084 = -1271438.424640
  nChanged 62
		SP:Iteration 16Q (12158.340000 sec): 3 clusters
  Score: Raw -1274482.377238 + Penalty 3021.249084 = -1271461.128154
  nChanged 55
		SP:Iteration 17Q (12158.540000 sec): 3 clusters
  Score: Raw -1274498.957955 + Penalty 3021.249084 = -1271477.708871
  nChanged 50
		SP:Iteration 18Q (12158.800000 sec): 3 clusters
  Score: Raw -1274515.338815 + Penalty 3021.249084 = -1271494.089731
  nChanged 55
		SP:Iteration 19Q (12159.010000 sec): 3 clusters
  Score: Raw -1274536.425278 + Penalty 3021.249084 = -1271515.176194
  nChanged 55
		SP:Iteration 20F (12159.290000 sec): 3 clusters
  Score: Raw -1274555.515099 + Penalty 3021.249084 = -1271534.266015
  nChanged 53
		SP:Iteration 21Q (12159.540000 sec): 3 clusters
  Score: Raw -1274572.842102 + Penalty 3021.249084 = -1271551.593018
  nChanged 52
		SP:Iteration 22Q (12159.780000 sec): 3 clusters
  Score: Raw -1274588.222941 + Penalty 3021.249084 = -1271566.973857
  nChanged 40
		SP:Iteration 23Q (12160.040000 sec): 3 clusters
  Score: Raw -1274600.450828 + Penalty 3021.249084 = -1271579.201744
  nChanged 38
		SP:Iteration 24Q (12160.300000 sec): 3 clusters
  Score: Raw -1274612.631649 + Penalty 3021.249084 = -1271591.382565
  nChanged 37
		SP:Iteration 25Q (12160.560000 sec): 3 clusters
  Score: Raw -1274621.535694 + Penalty 3021.249084 = -1271600.286610
  nChanged 27
		SP:Iteration 26Q (12160.840000 sec): 3 clusters
  Score: Raw -1274626.640078 + Penalty 3021.249084 = -1271605.390994
  nChanged 24
		SP:Iteration 27Q (12161.090000 sec): 3 clusters
  Score: Raw -1274631.357531 + Penalty 3021.249084 = -1271610.108447
  nChanged 23
		SP:Iteration 28Q (12161.400000 sec): 3 clusters
  Score: Raw -1274636.014741 + Penalty 3021.249084 = -1271614.765657
  nChanged 14
		SP:Iteration 29Q (12161.650000 sec): 3 clusters
  Score: Raw -1274638.520851 + Penalty 3021.249084 = -1271617.271767
  nChanged 9
		SP:Iteration 30Q (12161.920000 sec): 3 clusters
  Score: Raw -1274640.446651 + Penalty 3021.249084 = -1271619.197567
  nChanged 11
		SP:Iteration 31Q (12162.160000 sec): 3 clusters
  Score: Raw -1274642.090455 + Penalty 3021.249084 = -1271620.841371
  nChanged 11
		SP:Iteration 32Q (12162.370000 sec): 3 clusters
  Score: Raw -1274644.066698 + Penalty 3021.249084 = -1271622.817614
  nChanged 14
		SP:Iteration 33Q (12162.630000 sec): 3 clusters
  Score: Raw -1274647.505358 + Penalty 3021.249084 = -1271626.256274
  nChanged 14
		SP:Iteration 34Q (12162.870000 sec): 3 clusters
  Score: Raw -1274652.516381 + Penalty 3021.249084 = -1271631.267297
  nChanged 14
		SP:Iteration 35Q (12163.140000 sec): 3 clusters
  Score: Raw -1274655.625850 + Penalty 3021.249084 = -1271634.376766
  nChanged 15
		SP:Iteration 36Q (12163.400000 sec): 3 clusters
  Score: Raw -1274658.207461 + Penalty 3021.249084 = -1271636.958377
  nChanged 7
		SP:Iteration 37Q (12163.690000 sec): 3 clusters
  Score: Raw -1274659.003513 + Penalty 3021.249084 = -1271637.754429
  nChanged 5
		SP:Iteration 38Q (12163.990000 sec): 3 clusters
  Score: Raw -1274659.571220 + Penalty 3021.249084 = -1271638.322136
  nChanged 4
		SP:Iteration 39Q (12164.210000 sec): 3 clusters
  Score: Raw -1274660.023599 + Penalty 3021.249084 = -1271638.774514
  nChanged 4
		SP:Iteration 40F (12164.450000 sec): 3 clusters
  Score: Raw -1274660.472678 + Penalty 3021.249084 = -1271639.223594
  nChanged 4
		SP:Iteration 41Q (12164.680000 sec): 3 clusters
  Score: Raw -1274660.999870 + Penalty 3021.249084 = -1271639.750786
  nChanged 0
		SP:Iteration 42F (12164.950000 sec): 3 clusters
  Score: Raw -1274660.999870 + Penalty 3021.249084 = -1271639.750786
  nChanged 0
  Score: Raw -118893640.778482 + Penalty 153024.945333 = -118740615.833149

Splitting cluster 2 changes total score from -118740337.556007 to -118740615.833149

 So it's getting split into cluster 68.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 3 (21799 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12335.870000 sec): 2 clusters
  Score: Raw -2512542.695889 + Penalty 1623.313149 = -2510919.382740
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12336.200000 sec): 3 clusters
  Score: Raw -2499359.000531 + Penalty 3246.626297 = -2496112.374234
  nChanged 9973
		SP:Iteration 1F (12336.560000 sec): 3 clusters
  Score: Raw -2505085.435131 + Penalty 3246.626297 = -2501838.808834
  nChanged 1395
		SP:Iteration 2F (12336.850000 sec): 3 clusters
  Score: Raw -2505909.333771 + Penalty 3246.626297 = -2502662.707474
  nChanged 1494
		SP:Iteration 3F (12337.230000 sec): 3 clusters
  Score: Raw -2507009.084303 + Penalty 3246.626297 = -2503762.458005
  nChanged 1681
		SP:Iteration 4F (12337.630000 sec): 3 clusters
  Score: Raw -2508285.082044 + Penalty 3246.626297 = -2505038.455747
  nChanged 1616
		SP:Iteration 5F (12337.970000 sec): 3 clusters
  Score: Raw -2509518.136840 + Penalty 3246.626297 = -2506271.510543
  nChanged 1469
		SP:Iteration 6F (12338.290000 sec): 3 clusters
  Score: Raw -2510555.365571 + Penalty 3246.626297 = -2507308.739274
  nChanged 1180
		SP:Iteration 7F (12338.530000 sec): 3 clusters
  Score: Raw -2511267.154313 + Penalty 3246.626297 = -2508020.528016
  nChanged 837
		SP:Iteration 8Q (12338.810000 sec): 3 clusters
  Score: Raw -2511715.865704 + Penalty 3246.626297 = -2508469.239407
  nChanged 605
		SP:Iteration 9Q (12339.130000 sec): 3 clusters
  Score: Raw -2512045.614014 + Penalty 3246.626297 = -2508798.987717
  nChanged 482
		SP:Iteration 10Q (12339.510000 sec): 3 clusters
  Score: Raw -2512302.842936 + Penalty 3246.626297 = -2509056.216639
  nChanged 391
		SP:Iteration 11Q (12339.870000 sec): 3 clusters
  Score: Raw -2512477.097830 + Penalty 3246.626297 = -2509230.471533
  nChanged 302
		SP:Iteration 12Q (12340.220000 sec): 3 clusters
  Score: Raw -2512592.910717 + Penalty 3246.626297 = -2509346.284420
  nChanged 236
		SP:Iteration 13Q (12340.620000 sec): 3 clusters
  Score: Raw -2512674.215458 + Penalty 3246.626297 = -2509427.589161
  nChanged 237
		SP:Iteration 14Q (12341.010000 sec): 3 clusters
  Score: Raw -2512743.575823 + Penalty 3246.626297 = -2509496.949526
  nChanged 212
		SP:Iteration 15Q (12341.320000 sec): 3 clusters
  Score: Raw -2512802.441332 + Penalty 3246.626297 = -2509555.815035
  nChanged 195
		SP:Iteration 16Q (12341.620000 sec): 3 clusters
  Score: Raw -2512854.309697 + Penalty 3246.626297 = -2509607.683400
  nChanged 187
		SP:Iteration 17Q (12341.900000 sec): 3 clusters
  Score: Raw -2512900.731187 + Penalty 3246.626297 = -2509654.104890
  nChanged 169
		SP:Iteration 18Q (12342.240000 sec): 3 clusters
  Score: Raw -2512940.599998 + Penalty 3246.626297 = -2509693.973701
  nChanged 157
		SP:Iteration 19Q (12342.610000 sec): 3 clusters
  Score: Raw -2512977.500812 + Penalty 3246.626297 = -2509730.874514
  nChanged 152
		SP:Iteration 20F (12342.880000 sec): 3 clusters
  Score: Raw -2513008.255183 + Penalty 3246.626297 = -2509761.628886
  nChanged 125
		SP:Iteration 21Q (12343.260000 sec): 3 clusters
  Score: Raw -2513031.859934 + Penalty 3246.626297 = -2509785.233637
  nChanged 96
		SP:Iteration 22Q (12343.720000 sec): 3 clusters
  Score: Raw -2513052.234671 + Penalty 3246.626297 = -2509805.608374
  nChanged 99
		SP:Iteration 23Q (12344.000000 sec): 3 clusters
  Score: Raw -2513072.075291 + Penalty 3246.626297 = -2509825.448994
  nChanged 89
		SP:Iteration 24Q (12344.370000 sec): 3 clusters
  Score: Raw -2513090.975773 + Penalty 3246.626297 = -2509844.349476
  nChanged 88
		SP:Iteration 25Q (12344.670000 sec): 3 clusters
  Score: Raw -2513106.598793 + Penalty 3246.626297 = -2509859.972496
  nChanged 75
		SP:Iteration 26Q (12345.050000 sec): 3 clusters
  Score: Raw -2513120.095375 + Penalty 3246.626297 = -2509873.469078
  nChanged 64
		SP:Iteration 27Q (12345.370000 sec): 3 clusters
  Score: Raw -2513130.954285 + Penalty 3246.626297 = -2509884.327988
  nChanged 56
		SP:Iteration 28Q (12345.640000 sec): 3 clusters
  Score: Raw -2513140.918859 + Penalty 3246.626297 = -2509894.292562
  nChanged 49
		SP:Iteration 29Q (12345.950000 sec): 3 clusters
  Score: Raw -2513149.117048 + Penalty 3246.626297 = -2509902.490750
  nChanged 44
		SP:Iteration 30Q (12346.290000 sec): 3 clusters
  Score: Raw -2513155.566288 + Penalty 3246.626297 = -2509908.939991
  nChanged 48
		SP:Iteration 31Q (12346.480000 sec): 3 clusters
  Score: Raw -2513163.105050 + Penalty 3246.626297 = -2509916.478753
  nChanged 35
		SP:Iteration 32Q (12346.760000 sec): 3 clusters
  Score: Raw -2513168.177984 + Penalty 3246.626297 = -2509921.551687
  nChanged 30
		SP:Iteration 33Q (12346.980000 sec): 3 clusters
  Score: Raw -2513172.119171 + Penalty 3246.626297 = -2509925.492873
  nChanged 25
		SP:Iteration 34Q (12347.300000 sec): 3 clusters
  Score: Raw -2513175.459420 + Penalty 3246.626297 = -2509928.833122
  nChanged 27
		SP:Iteration 35Q (12347.630000 sec): 3 clusters
  Score: Raw -2513179.527385 + Penalty 3246.626297 = -2509932.901087
  nChanged 36
		SP:Iteration 36Q (12347.910000 sec): 3 clusters
  Score: Raw -2513185.027272 + Penalty 3246.626297 = -2509938.400975
  nChanged 27
		SP:Iteration 37Q (12348.210000 sec): 3 clusters
  Score: Raw -2513189.350625 + Penalty 3246.626297 = -2509942.724328
  nChanged 28
		SP:Iteration 38Q (12348.560000 sec): 3 clusters
  Score: Raw -2513192.799170 + Penalty 3246.626297 = -2509946.172873
  nChanged 20
		SP:Iteration 39Q (12348.970000 sec): 3 clusters
  Score: Raw -2513195.026629 + Penalty 3246.626297 = -2509948.400332
  nChanged 23
		SP:Iteration 40F (12349.280000 sec): 3 clusters
  Score: Raw -2513198.341828 + Penalty 3246.626297 = -2509951.715531
  nChanged 21
		SP:Iteration 41Q (12349.620000 sec): 3 clusters
  Score: Raw -2513200.592827 + Penalty 3246.626297 = -2509953.966530
  nChanged 17
		SP:Iteration 42Q (12349.930000 sec): 3 clusters
  Score: Raw -2513202.281011 + Penalty 3246.626297 = -2509955.654714
  nChanged 23
		SP:Iteration 43Q (12350.220000 sec): 3 clusters
  Score: Raw -2513205.652903 + Penalty 3246.626297 = -2509959.026606
  nChanged 15
		SP:Iteration 44Q (12350.520000 sec): 3 clusters
  Score: Raw -2513207.294972 + Penalty 3246.626297 = -2509960.668674
  nChanged 14
		SP:Iteration 45Q (12350.800000 sec): 3 clusters
  Score: Raw -2513209.162466 + Penalty 3246.626297 = -2509962.536169
  nChanged 14
		SP:Iteration 46Q (12351.100000 sec): 3 clusters
  Score: Raw -2513211.347268 + Penalty 3246.626297 = -2509964.720970
  nChanged 14
		SP:Iteration 47Q (12351.380000 sec): 3 clusters
  Score: Raw -2513212.946714 + Penalty 3246.626297 = -2509966.320417
  nChanged 7
		SP:Iteration 48Q (12351.740000 sec): 3 clusters
  Score: Raw -2513213.765220 + Penalty 3246.626297 = -2509967.138923
  nChanged 5
		SP:Iteration 49Q (12352.080000 sec): 3 clusters
  Score: Raw -2513214.129351 + Penalty 3246.626297 = -2509967.503054
  nChanged 4
		SP:Iteration 50Q (12352.390000 sec): 3 clusters
  Score: Raw -2513214.889719 + Penalty 3246.626297 = -2509968.263421
  nChanged 3
		SP:Iteration 51Q (12352.650000 sec): 3 clusters
  Score: Raw -2513215.416322 + Penalty 3246.626297 = -2509968.790025
  nChanged 4
		SP:Iteration 52Q (12352.980000 sec): 3 clusters
  Score: Raw -2513216.045771 + Penalty 3246.626297 = -2509969.419473
  nChanged 4
		SP:Iteration 53Q (12353.230000 sec): 3 clusters
  Score: Raw -2513216.684883 + Penalty 3246.626297 = -2509970.058585
  nChanged 4
		SP:Iteration 54Q (12353.630000 sec): 3 clusters
  Score: Raw -2513217.167171 + Penalty 3246.626297 = -2509970.540873
  nChanged 2
		SP:Iteration 55Q (12353.960000 sec): 3 clusters
  Score: Raw -2513217.366312 + Penalty 3246.626297 = -2509970.740015
  nChanged 1
		SP:Iteration 56Q (12354.300000 sec): 3 clusters
  Score: Raw -2513217.499241 + Penalty 3246.626297 = -2509970.872944
  nChanged 3
		SP:Iteration 57Q (12354.630000 sec): 3 clusters
  Score: Raw -2513217.696913 + Penalty 3246.626297 = -2509971.070616
  nChanged 1
		SP:Iteration 58Q (12354.970000 sec): 3 clusters
  Score: Raw -2513217.872790 + Penalty 3246.626297 = -2509971.246493
  nChanged 2
		SP:Iteration 59Q (12355.270000 sec): 3 clusters
  Score: Raw -2513218.201388 + Penalty 3246.626297 = -2509971.575090
  nChanged 1
		SP:Iteration 60F (12355.540000 sec): 3 clusters
  Score: Raw -2513218.387367 + Penalty 3246.626297 = -2509971.761070
  nChanged 2
		SP:Iteration 61Q (12355.850000 sec): 3 clusters
  Score: Raw -2513218.709799 + Penalty 3246.626297 = -2509972.083502
  nChanged 2
		SP:Iteration 62Q (12356.130000 sec): 3 clusters
  Score: Raw -2513218.863689 + Penalty 3246.626297 = -2509972.237392
  nChanged 1
		SP:Iteration 63Q (12356.400000 sec): 3 clusters
  Score: Raw -2513218.933976 + Penalty 3246.626297 = -2509972.307678
  nChanged 2
		SP:Iteration 64Q (12356.740000 sec): 3 clusters
  Score: Raw -2513219.218840 + Penalty 3246.626297 = -2509972.592543
  nChanged 2
		SP:Iteration 65Q (12357.060000 sec): 3 clusters
  Score: Raw -2513219.487798 + Penalty 3246.626297 = -2509972.861500
  nChanged 5
		SP:Iteration 66Q (12357.380000 sec): 3 clusters
  Score: Raw -2513220.215114 + Penalty 3246.626297 = -2509973.588817
  nChanged 8
		SP:Iteration 67Q (12357.710000 sec): 3 clusters
  Score: Raw -2513221.486146 + Penalty 3246.626297 = -2509974.859848
  nChanged 10
		SP:Iteration 68Q (12358.010000 sec): 3 clusters
  Score: Raw -2513222.719714 + Penalty 3246.626297 = -2509976.093417
  nChanged 8
		SP:Iteration 69Q (12358.320000 sec): 3 clusters
  Score: Raw -2513223.400361 + Penalty 3246.626297 = -2509976.774064
  nChanged 4
		SP:Iteration 70Q (12358.680000 sec): 3 clusters
  Score: Raw -2513223.721495 + Penalty 3246.626297 = -2509977.095198
  nChanged 3
		SP:Iteration 71Q (12359.070000 sec): 3 clusters
  Score: Raw -2513223.913733 + Penalty 3246.626297 = -2509977.287436
  nChanged 2
		SP:Iteration 72Q (12359.440000 sec): 3 clusters
  Score: Raw -2513224.088670 + Penalty 3246.626297 = -2509977.462373
  nChanged 2
		SP:Iteration 73Q (12359.750000 sec): 3 clusters
  Score: Raw -2513224.439332 + Penalty 3246.626297 = -2509977.813035
  nChanged 4
		SP:Iteration 74Q (12360.100000 sec): 3 clusters
  Score: Raw -2513225.074590 + Penalty 3246.626297 = -2509978.448292
  nChanged 3
		SP:Iteration 75Q (12360.460000 sec): 3 clusters
  Score: Raw -2513225.358768 + Penalty 3246.626297 = -2509978.732471
  nChanged 1
		SP:Iteration 76Q (12360.760000 sec): 3 clusters
  Score: Raw -2513225.480033 + Penalty 3246.626297 = -2509978.853735
  nChanged 1
		SP:Iteration 77Q (12361.100000 sec): 3 clusters
  Score: Raw -2513225.763789 + Penalty 3246.626297 = -2509979.137492
  nChanged 2
		SP:Iteration 78Q (12361.470000 sec): 3 clusters
  Score: Raw -2513226.104201 + Penalty 3246.626297 = -2509979.477904
  nChanged 3
		SP:Iteration 79Q (12361.800000 sec): 3 clusters
  Score: Raw -2513226.240651 + Penalty 3246.626297 = -2509979.614354
  nChanged 3
		SP:Iteration 80F (12362.170000 sec): 3 clusters
  Score: Raw -2513226.564994 + Penalty 3246.626297 = -2509979.938696
  nChanged 4
		SP:Iteration 81Q (12362.520000 sec): 3 clusters
  Score: Raw -2513227.153795 + Penalty 3246.626297 = -2509980.527497
  nChanged 4
		SP:Iteration 82Q (12362.840000 sec): 3 clusters
  Score: Raw -2513227.460171 + Penalty 3246.626297 = -2509980.833873
  nChanged 5
		SP:Iteration 83Q (12363.190000 sec): 3 clusters
  Score: Raw -2513227.884486 + Penalty 3246.626297 = -2509981.258189
  nChanged 2
		SP:Iteration 84Q (12363.560000 sec): 3 clusters
  Score: Raw -2513228.109172 + Penalty 3246.626297 = -2509981.482874
  nChanged 2
		SP:Iteration 85Q (12363.880000 sec): 3 clusters
  Score: Raw -2513228.313685 + Penalty 3246.626297 = -2509981.687388
  nChanged 2
		SP:Iteration 86Q (12364.210000 sec): 3 clusters
  Score: Raw -2513228.691020 + Penalty 3246.626297 = -2509982.064723
  nChanged 2
		SP:Iteration 87Q (12364.550000 sec): 3 clusters
  Score: Raw -2513228.931881 + Penalty 3246.626297 = -2509982.305584
  nChanged 1
		SP:Iteration 88Q (12364.930000 sec): 3 clusters
  Score: Raw -2513229.049108 + Penalty 3246.626297 = -2509982.422811
  nChanged 3
		SP:Iteration 89Q (12365.260000 sec): 3 clusters
  Score: Raw -2513229.488638 + Penalty 3246.626297 = -2509982.862341
  nChanged 3
		SP:Iteration 90Q (12365.560000 sec): 3 clusters
  Score: Raw -2513229.735588 + Penalty 3246.626297 = -2509983.109291
  nChanged 3
		SP:Iteration 91Q (12365.900000 sec): 3 clusters
  Score: Raw -2513230.054862 + Penalty 3246.626297 = -2509983.428565
  nChanged 3
		SP:Iteration 92Q (12366.230000 sec): 3 clusters
  Score: Raw -2513230.372576 + Penalty 3246.626297 = -2509983.746279
  nChanged 1
		SP:Iteration 93Q (12366.580000 sec): 3 clusters
  Score: Raw -2513230.529689 + Penalty 3246.626297 = -2509983.903392
  nChanged 1
		SP:Iteration 94Q (12366.860000 sec): 3 clusters
  Score: Raw -2513230.564833 + Penalty 3246.626297 = -2509983.938535
  nChanged 1
		SP:Iteration 95Q (12367.190000 sec): 3 clusters
  Score: Raw -2513230.665592 + Penalty 3246.626297 = -2509984.039295
  nChanged 2
		SP:Iteration 96Q (12367.530000 sec): 3 clusters
  Score: Raw -2513230.886462 + Penalty 3246.626297 = -2509984.260165
  nChanged 4
		SP:Iteration 97Q (12367.860000 sec): 3 clusters
  Score: Raw -2513231.151763 + Penalty 3246.626297 = -2509984.525466
  nChanged 0
		SP:Iteration 98F (12368.190000 sec): 3 clusters
  Score: Raw -2513231.151763 + Penalty 3246.626297 = -2509984.525466
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 4 (4534 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12368.350000 sec): 2 clusters
  Score: Raw -520008.684036 + Penalty 1368.145973 = -518640.538063
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12368.550000 sec): 3 clusters
  Score: Raw -517783.270607 + Penalty 2736.291945 = -515046.978662
  nChanged 1837
		SP:Iteration 1F (12368.710000 sec): 3 clusters
  Score: Raw -519349.595592 + Penalty 2736.291945 = -516613.303647
  nChanged 456
		SP:Iteration 2F (12368.870000 sec): 3 clusters
  Score: Raw -519818.492110 + Penalty 2736.291945 = -517082.200165
  nChanged 362
		SP:Iteration 3F (12369.140000 sec): 3 clusters
  Score: Raw -520174.357125 + Penalty 2736.291945 = -517438.065180
  nChanged 276
		SP:Iteration 4F (12369.360000 sec): 3 clusters
  Score: Raw -520435.262401 + Penalty 2736.291945 = -517698.970456
  nChanged 209
		SP:Iteration 5Q (12369.550000 sec): 3 clusters
  Score: Raw -520584.857238 + Penalty 2736.291945 = -517848.565292
  nChanged 182
		SP:Iteration 6Q (12369.780000 sec): 3 clusters
  Score: Raw -520695.843502 + Penalty 2736.291945 = -517959.551557
  nChanged 135
		SP:Iteration 7Q (12369.910000 sec): 3 clusters
  Score: Raw -520775.557309 + Penalty 2736.291945 = -518039.265364
  nChanged 120
		SP:Iteration 8Q (12370.120000 sec): 3 clusters
  Score: Raw -520848.940114 + Penalty 2736.291945 = -518112.648168
  nChanged 115
		SP:Iteration 9Q (12370.340000 sec): 3 clusters
  Score: Raw -520934.041966 + Penalty 2736.291945 = -518197.750021
  nChanged 123
		SP:Iteration 10Q (12370.580000 sec): 3 clusters
  Score: Raw -521025.532265 + Penalty 2736.291945 = -518289.240320
  nChanged 130
		SP:Iteration 11Q (12370.830000 sec): 3 clusters
  Score: Raw -521129.432379 + Penalty 2736.291945 = -518393.140434
  nChanged 148
		SP:Iteration 12Q (12371.080000 sec): 3 clusters
  Score: Raw -521268.151272 + Penalty 2736.291945 = -518531.859327
  nChanged 150
		SP:Iteration 13Q (12371.290000 sec): 3 clusters
  Score: Raw -521400.596722 + Penalty 2736.291945 = -518664.304777
  nChanged 121
		SP:Iteration 14Q (12371.470000 sec): 3 clusters
  Score: Raw -521496.470621 + Penalty 2736.291945 = -518760.178676
  nChanged 82
		SP:Iteration 15Q (12371.730000 sec): 3 clusters
  Score: Raw -521553.978406 + Penalty 2736.291945 = -518817.686461
  nChanged 70
		SP:Iteration 16Q (12371.950000 sec): 3 clusters
  Score: Raw -521595.161640 + Penalty 2736.291945 = -518858.869695
  nChanged 54
		SP:Iteration 17Q (12372.170000 sec): 3 clusters
  Score: Raw -521621.821173 + Penalty 2736.291945 = -518885.529228
  nChanged 48
		SP:Iteration 18Q (12372.430000 sec): 3 clusters
  Score: Raw -521641.995085 + Penalty 2736.291945 = -518905.703140
  nChanged 29
		SP:Iteration 19Q (12372.700000 sec): 3 clusters
  Score: Raw -521652.566831 + Penalty 2736.291945 = -518916.274886
  nChanged 22
		SP:Iteration 20F (12372.850000 sec): 3 clusters
  Score: Raw -521662.930086 + Penalty 2736.291945 = -518926.638141
  nChanged 18
		SP:Iteration 21Q (12373.080000 sec): 3 clusters
  Score: Raw -521673.024698 + Penalty 2736.291945 = -518936.732753
  nChanged 20
		SP:Iteration 22Q (12373.340000 sec): 3 clusters
  Score: Raw -521680.155307 + Penalty 2736.291945 = -518943.863362
  nChanged 15
		SP:Iteration 23Q (12373.610000 sec): 3 clusters
  Score: Raw -521684.631241 + Penalty 2736.291945 = -518948.339296
  nChanged 15
		SP:Iteration 24Q (12373.770000 sec): 3 clusters
  Score: Raw -521688.764390 + Penalty 2736.291945 = -518952.472445
  nChanged 6
		SP:Iteration 25Q (12373.960000 sec): 3 clusters
  Score: Raw -521690.891203 + Penalty 2736.291945 = -518954.599257
  nChanged 8
		SP:Iteration 26Q (12374.150000 sec): 3 clusters
  Score: Raw -521693.154696 + Penalty 2736.291945 = -518956.862751
  nChanged 8
		SP:Iteration 27Q (12374.310000 sec): 3 clusters
  Score: Raw -521695.151673 + Penalty 2736.291945 = -518958.859728
  nChanged 6
		SP:Iteration 28Q (12374.550000 sec): 3 clusters
  Score: Raw -521698.181305 + Penalty 2736.291945 = -518961.889360
  nChanged 9
		SP:Iteration 29Q (12374.710000 sec): 3 clusters
  Score: Raw -521701.847446 + Penalty 2736.291945 = -518965.555501
  nChanged 9
		SP:Iteration 30Q (12374.880000 sec): 3 clusters
  Score: Raw -521703.831601 + Penalty 2736.291945 = -518967.539656
  nChanged 10
		SP:Iteration 31Q (12375.070000 sec): 3 clusters
  Score: Raw -521706.641034 + Penalty 2736.291945 = -518970.349089
  nChanged 9
		SP:Iteration 32Q (12375.250000 sec): 3 clusters
  Score: Raw -521709.157524 + Penalty 2736.291945 = -518972.865579
  nChanged 11
		SP:Iteration 33Q (12375.560000 sec): 3 clusters
  Score: Raw -521714.188740 + Penalty 2736.291945 = -518977.896795
  nChanged 16
		SP:Iteration 34Q (12375.690000 sec): 3 clusters
  Score: Raw -521718.885492 + Penalty 2736.291945 = -518982.593547
  nChanged 10
		SP:Iteration 35Q (12375.870000 sec): 3 clusters
  Score: Raw -521720.875123 + Penalty 2736.291945 = -518984.583178
  nChanged 6
		SP:Iteration 36Q (12376.090000 sec): 3 clusters
  Score: Raw -521722.416209 + Penalty 2736.291945 = -518986.124264
  nChanged 8
		SP:Iteration 37Q (12376.310000 sec): 3 clusters
  Score: Raw -521724.617956 + Penalty 2736.291945 = -518988.326011
  nChanged 7
		SP:Iteration 38Q (12376.530000 sec): 3 clusters
  Score: Raw -521726.862429 + Penalty 2736.291945 = -518990.570483
  nChanged 10
		SP:Iteration 39Q (12376.770000 sec): 3 clusters
  Score: Raw -521728.868263 + Penalty 2736.291945 = -518992.576318
  nChanged 7
		SP:Iteration 40F (12377.040000 sec): 3 clusters
  Score: Raw -521731.126973 + Penalty 2736.291945 = -518994.835028
  nChanged 4
		SP:Iteration 41Q (12377.200000 sec): 3 clusters
  Score: Raw -521731.913581 + Penalty 2736.291945 = -518995.621636
  nChanged 7
		SP:Iteration 42Q (12377.390000 sec): 3 clusters
  Score: Raw -521733.969345 + Penalty 2736.291945 = -518997.677400
  nChanged 7
		SP:Iteration 43Q (12377.590000 sec): 3 clusters
  Score: Raw -521735.812181 + Penalty 2736.291945 = -518999.520236
  nChanged 1
		SP:Iteration 44Q (12377.770000 sec): 3 clusters
  Score: Raw -521735.914496 + Penalty 2736.291945 = -518999.622551
  nChanged 1
		SP:Iteration 45Q (12377.950000 sec): 3 clusters
  Score: Raw -521736.139534 + Penalty 2736.291945 = -518999.847588
  nChanged 1
		SP:Iteration 46Q (12378.110000 sec): 3 clusters
  Score: Raw -521736.270877 + Penalty 2736.291945 = -518999.978932
  nChanged 0
		SP:Iteration 47F (12378.250000 sec): 3 clusters
  Score: Raw -521736.270877 + Penalty 2736.291945 = -518999.978932
  nChanged 0
  Score: Raw -118895368.365324 + Penalty 155275.312176 = -118740093.053148

Splitting cluster 4 changes total score from -118740337.556007 to -118740093.053148

 So it's not getting split.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 5 (123411 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12580.280000 sec): 2 clusters
  Score: Raw -15372657.477654 + Penalty 1905.032273 = -15370752.445380
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12581.220000 sec): 3 clusters
  Score: Raw -15291872.328198 + Penalty 3810.064546 = -15288062.263652
  nChanged 59414
		SP:Iteration 1F (12582.190000 sec): 3 clusters
  Score: Raw -15326915.724824 + Penalty 3810.064546 = -15323105.660278
  nChanged 4623
		SP:Iteration 2Q (12583.230000 sec): 3 clusters
  Score: Raw -15328370.364158 + Penalty 3810.064546 = -15324560.299612
  nChanged 5281
		SP:Iteration 3Q (12584.170000 sec): 3 clusters
  Score: Raw -15330345.876401 + Penalty 3810.064546 = -15326535.811855
  nChanged 6031
		SP:Iteration 4Q (12585.180000 sec): 3 clusters
  Score: Raw -15332933.853267 + Penalty 3810.064546 = -15329123.788721
  nChanged 6792
		SP:Iteration 5F (12586.340000 sec): 3 clusters
  Score: Raw -15336289.823359 + Penalty 3810.064546 = -15332479.758813
  nChanged 7443
		SP:Iteration 6F (12587.440000 sec): 3 clusters
  Score: Raw -15340650.691146 + Penalty 3810.064546 = -15336840.626599
  nChanged 8102
		SP:Iteration 7F (12588.530000 sec): 3 clusters
  Score: Raw -15346357.416846 + Penalty 3810.064546 = -15342547.352299
  nChanged 8544
		SP:Iteration 8F (12589.640000 sec): 3 clusters
  Score: Raw -15353490.525275 + Penalty 3810.064546 = -15349680.460729
  nChanged 7832
		SP:Iteration 9F (12590.760000 sec): 3 clusters
  Score: Raw -15360774.892690 + Penalty 3810.064546 = -15356964.828143
  nChanged 5954
		SP:Iteration 10Q (12591.520000 sec): 3 clusters
  Score: Raw -15366483.207190 + Penalty 3810.064546 = -15362673.142644
  nChanged 3693
		SP:Iteration 11Q (12592.320000 sec): 3 clusters
  Score: Raw -15369784.948715 + Penalty 3810.064546 = -15365974.884169
  nChanged 1953
		SP:Iteration 12Q (12593.080000 sec): 3 clusters
  Score: Raw -15371328.038909 + Penalty 3810.064546 = -15367517.974362
  nChanged 967
		SP:Iteration 13Q (12593.880000 sec): 3 clusters
  Score: Raw -15372037.677143 + Penalty 3810.064546 = -15368227.612597
  nChanged 509
		SP:Iteration 14Q (12594.630000 sec): 3 clusters
  Score: Raw -15372410.361457 + Penalty 3810.064546 = -15368600.296911
  nChanged 269
		SP:Iteration 15Q (12595.380000 sec): 3 clusters
  Score: Raw -15372618.779310 + Penalty 3810.064546 = -15368808.714763
  nChanged 157
		SP:Iteration 16Q (12596.140000 sec): 3 clusters
  Score: Raw -15372726.966966 + Penalty 3810.064546 = -15368916.902420
  nChanged 95
		SP:Iteration 17Q (12596.920000 sec): 3 clusters
  Score: Raw -15372790.913093 + Penalty 3810.064546 = -15368980.848547
  nChanged 60
		SP:Iteration 18Q (12597.650000 sec): 3 clusters
  Score: Raw -15372834.147852 + Penalty 3810.064546 = -15369024.083306
  nChanged 40
		SP:Iteration 19Q (12598.390000 sec): 3 clusters
  Score: Raw -15372861.817704 + Penalty 3810.064546 = -15369051.753157
  nChanged 35
		SP:Iteration 20F (12599.110000 sec): 3 clusters
  Score: Raw -15372885.902998 + Penalty 3810.064546 = -15369075.838452
  nChanged 32
		SP:Iteration 21Q (12599.810000 sec): 3 clusters
  Score: Raw -15372910.831727 + Penalty 3810.064546 = -15369100.767180
  nChanged 26
		SP:Iteration 22Q (12600.550000 sec): 3 clusters
  Score: Raw -15372929.457007 + Penalty 3810.064546 = -15369119.392460
  nChanged 23
		SP:Iteration 23Q (12601.280000 sec): 3 clusters
  Score: Raw -15372942.848062 + Penalty 3810.064546 = -15369132.783516
  nChanged 18
		SP:Iteration 24Q (12602.010000 sec): 3 clusters
  Score: Raw -15372955.837625 + Penalty 3810.064546 = -15369145.773078
  nChanged 15
		SP:Iteration 25Q (12602.700000 sec): 3 clusters
  Score: Raw -15372964.840797 + Penalty 3810.064546 = -15369154.776251
  nChanged 8
		SP:Iteration 26Q (12603.400000 sec): 3 clusters
  Score: Raw -15372970.418772 + Penalty 3810.064546 = -15369160.354225
  nChanged 6
		SP:Iteration 27Q (12604.150000 sec): 3 clusters
  Score: Raw -15372973.812800 + Penalty 3810.064546 = -15369163.748254
  nChanged 5
		SP:Iteration 28Q (12604.850000 sec): 3 clusters
  Score: Raw -15372979.224632 + Penalty 3810.064546 = -15369169.160085
  nChanged 5
		SP:Iteration 29Q (12605.620000 sec): 3 clusters
  Score: Raw -15372981.862912 + Penalty 3810.064546 = -15369171.798365
  nChanged 1
		SP:Iteration 30Q (12606.360000 sec): 3 clusters
  Score: Raw -15372982.864833 + Penalty 3810.064546 = -15369172.800286
  nChanged 2
		SP:Iteration 31Q (12607.120000 sec): 3 clusters
  Score: Raw -15372984.088561 + Penalty 3810.064546 = -15369174.024014
  nChanged 3
		SP:Iteration 32Q (12607.910000 sec): 3 clusters
  Score: Raw -15372985.422359 + Penalty 3810.064546 = -15369175.357813
  nChanged 2
		SP:Iteration 33Q (12608.680000 sec): 3 clusters
  Score: Raw -15372986.976659 + Penalty 3810.064546 = -15369176.912113
  nChanged 2
		SP:Iteration 34Q (12609.430000 sec): 3 clusters
  Score: Raw -15372987.987267 + Penalty 3810.064546 = -15369177.922721
  nChanged 4
		SP:Iteration 35Q (12610.260000 sec): 3 clusters
  Score: Raw -15372990.068041 + Penalty 3810.064546 = -15369180.003494
  nChanged 5
		SP:Iteration 36Q (12610.990000 sec): 3 clusters
  Score: Raw -15372992.352374 + Penalty 3810.064546 = -15369182.287828
  nChanged 3
		SP:Iteration 37Q (12611.800000 sec): 3 clusters
  Score: Raw -15372993.211331 + Penalty 3810.064546 = -15369183.146784
  nChanged 0
		SP:Iteration 38F (12612.620000 sec): 3 clusters
  Score: Raw -15372993.211331 + Penalty 3810.064546 = -15369183.146784
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 6 (3082 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12612.810000 sec): 2 clusters
  Score: Raw -325990.260720 + Penalty 1305.416778 = -324684.843942
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12612.960000 sec): 3 clusters
  Score: Raw -324553.216712 + Penalty 2610.833555 = -321942.383157
  nChanged 1185
		SP:Iteration 1F (12613.190000 sec): 3 clusters
  Score: Raw -325358.604864 + Penalty 2610.833555 = -322747.771308
  nChanged 348
		SP:Iteration 2F (12613.360000 sec): 3 clusters
  Score: Raw -325796.440752 + Penalty 2610.833555 = -323185.607197
  nChanged 286
		SP:Iteration 3F (12613.530000 sec): 3 clusters
  Score: Raw -326173.966156 + Penalty 2610.833555 = -323563.132601
  nChanged 225
		SP:Iteration 4F (12613.710000 sec): 3 clusters
  Score: Raw -326456.830106 + Penalty 2610.833555 = -323845.996551
  nChanged 187
		SP:Iteration 5F (12613.900000 sec): 3 clusters
  Score: Raw -326694.770077 + Penalty 2610.833555 = -324083.936522
  nChanged 147
		SP:Iteration 6Q (12614.050000 sec): 3 clusters
  Score: Raw -326869.902109 + Penalty 2610.833555 = -324259.068554
  nChanged 115
		SP:Iteration 7Q (12614.170000 sec): 3 clusters
  Score: Raw -327019.737722 + Penalty 2610.833555 = -324408.904167
  nChanged 74
		SP:Iteration 8Q (12614.350000 sec): 3 clusters
  Score: Raw -327093.495930 + Penalty 2610.833555 = -324482.662375
  nChanged 66
		SP:Iteration 9Q (12614.490000 sec): 3 clusters
  Score: Raw -327166.846219 + Penalty 2610.833555 = -324556.012664
  nChanged 63
		SP:Iteration 10Q (12614.650000 sec): 3 clusters
  Score: Raw -327236.665046 + Penalty 2610.833555 = -324625.831491
  nChanged 71
		SP:Iteration 11Q (12614.790000 sec): 3 clusters
  Score: Raw -327350.990009 + Penalty 2610.833555 = -324740.156454
  nChanged 82
		SP:Iteration 12Q (12614.900000 sec): 3 clusters
  Score: Raw -327493.909546 + Penalty 2610.833555 = -324883.075990
  nChanged 67
		SP:Iteration 13Q (12615.020000 sec): 3 clusters
  Score: Raw -327605.241368 + Penalty 2610.833555 = -324994.407813
  nChanged 57
		SP:Iteration 14Q (12615.170000 sec): 3 clusters
  Score: Raw -327684.909014 + Penalty 2610.833555 = -325074.075459
  nChanged 40
		SP:Iteration 15Q (12615.310000 sec): 3 clusters
  Score: Raw -327713.171095 + Penalty 2610.833555 = -325102.337539
  nChanged 23
		SP:Iteration 16Q (12615.490000 sec): 3 clusters
  Score: Raw -327724.543684 + Penalty 2610.833555 = -325113.710129
  nChanged 15
		SP:Iteration 17Q (12615.670000 sec): 3 clusters
  Score: Raw -327733.428170 + Penalty 2610.833555 = -325122.594615
  nChanged 13
		SP:Iteration 18Q (12615.830000 sec): 3 clusters
  Score: Raw -327741.377757 + Penalty 2610.833555 = -325130.544202
  nChanged 13
		SP:Iteration 19Q (12616.020000 sec): 3 clusters
  Score: Raw -327748.606098 + Penalty 2610.833555 = -325137.772543
  nChanged 9
		SP:Iteration 20F (12616.200000 sec): 3 clusters
  Score: Raw -327751.648709 + Penalty 2610.833555 = -325140.815154
  nChanged 6
		SP:Iteration 21Q (12616.360000 sec): 3 clusters
  Score: Raw -327753.524199 + Penalty 2610.833555 = -325142.690644
  nChanged 3
		SP:Iteration 22Q (12616.560000 sec): 3 clusters
  Score: Raw -327754.228810 + Penalty 2610.833555 = -325143.395255
  nChanged 2
		SP:Iteration 23Q (12616.720000 sec): 3 clusters
  Score: Raw -327755.038376 + Penalty 2610.833555 = -325144.204820
  nChanged 0
		SP:Iteration 24F (12616.890000 sec): 3 clusters
  Score: Raw -327755.038376 + Penalty 2610.833555 = -325144.204820
  nChanged 0
  Score: Raw -118895405.556138 + Penalty 155275.312176 = -118740130.243962

Splitting cluster 6 changes total score from -118740337.556007 to -118740130.243962

 So it's not getting split.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 7 (9759 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12795.050000 sec): 2 clusters
  Score: Raw -1132367.657279 + Penalty 1492.716097 = -1130874.941182
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12795.290000 sec): 3 clusters
  Score: Raw -1126811.161529 + Penalty 2985.432195 = -1123825.729334
  nChanged 4324
		SP:Iteration 1F (12795.510000 sec): 3 clusters
  Score: Raw -1129326.051874 + Penalty 2985.432195 = -1126340.619679
  nChanged 761
		SP:Iteration 2F (12795.770000 sec): 3 clusters
  Score: Raw -1129892.014010 + Penalty 2985.432195 = -1126906.581815
  nChanged 841
		SP:Iteration 3F (12796.000000 sec): 3 clusters
  Score: Raw -1130660.516106 + Penalty 2985.432195 = -1127675.083911
  nChanged 877
		SP:Iteration 4F (12796.270000 sec): 3 clusters
  Score: Raw -1131424.299231 + Penalty 2985.432195 = -1128438.867036
  nChanged 708
		SP:Iteration 5F (12796.470000 sec): 3 clusters
  Score: Raw -1131967.899367 + Penalty 2985.432195 = -1128982.467172
  nChanged 531
		SP:Iteration 6F (12796.710000 sec): 3 clusters
  Score: Raw -1132275.806095 + Penalty 2985.432195 = -1129290.373900
  nChanged 352
		SP:Iteration 7Q (12796.920000 sec): 3 clusters
  Score: Raw -1132438.600445 + Penalty 2985.432195 = -1129453.168250
  nChanged 237
		SP:Iteration 8Q (12797.160000 sec): 3 clusters
  Score: Raw -1132528.282086 + Penalty 2985.432195 = -1129542.849892
  nChanged 175
		SP:Iteration 9Q (12797.440000 sec): 3 clusters
  Score: Raw -1132592.193491 + Penalty 2985.432195 = -1129606.761296
  nChanged 137
		SP:Iteration 10Q (12797.640000 sec): 3 clusters
  Score: Raw -1132636.719955 + Penalty 2985.432195 = -1129651.287760
  nChanged 122
		SP:Iteration 11Q (12797.870000 sec): 3 clusters
  Score: Raw -1132677.695531 + Penalty 2985.432195 = -1129692.263336
  nChanged 98
		SP:Iteration 12Q (12798.130000 sec): 3 clusters
  Score: Raw -1132707.980014 + Penalty 2985.432195 = -1129722.547819
  nChanged 78
		SP:Iteration 13Q (12798.410000 sec): 3 clusters
  Score: Raw -1132729.904049 + Penalty 2985.432195 = -1129744.471854
  nChanged 74
		SP:Iteration 14Q (12798.610000 sec): 3 clusters
  Score: Raw -1132750.704984 + Penalty 2985.432195 = -1129765.272789
  nChanged 69
		SP:Iteration 15Q (12798.810000 sec): 3 clusters
  Score: Raw -1132768.513249 + Penalty 2985.432195 = -1129783.081054
  nChanged 56
		SP:Iteration 16Q (12799.050000 sec): 3 clusters
  Score: Raw -1132783.964607 + Penalty 2985.432195 = -1129798.532412
  nChanged 59
		SP:Iteration 17Q (12799.250000 sec): 3 clusters
  Score: Raw -1132800.529227 + Penalty 2985.432195 = -1129815.097032
  nChanged 56
		SP:Iteration 18Q (12799.450000 sec): 3 clusters
  Score: Raw -1132816.148502 + Penalty 2985.432195 = -1129830.716307
  nChanged 56
		SP:Iteration 19Q (12799.670000 sec): 3 clusters
  Score: Raw -1132831.362711 + Penalty 2985.432195 = -1129845.930516
  nChanged 56
		SP:Iteration 20F (12799.890000 sec): 3 clusters
  Score: Raw -1132848.802824 + Penalty 2985.432195 = -1129863.370629
  nChanged 57
		SP:Iteration 21Q (12800.100000 sec): 3 clusters
  Score: Raw -1132866.942956 + Penalty 2985.432195 = -1129881.510761
  nChanged 50
		SP:Iteration 22Q (12800.360000 sec): 3 clusters
  Score: Raw -1132879.436413 + Penalty 2985.432195 = -1129894.004218
  nChanged 43
		SP:Iteration 23Q (12800.620000 sec): 3 clusters
  Score: Raw -1132890.202307 + Penalty 2985.432195 = -1129904.770112
  nChanged 29
		SP:Iteration 24Q (12800.880000 sec): 3 clusters
  Score: Raw -1132896.643756 + Penalty 2985.432195 = -1129911.211561
  nChanged 25
		SP:Iteration 25Q (12801.110000 sec): 3 clusters
  Score: Raw -1132901.947654 + Penalty 2985.432195 = -1129916.515460
  nChanged 17
		SP:Iteration 26Q (12801.280000 sec): 3 clusters
  Score: Raw -1132905.607174 + Penalty 2985.432195 = -1129920.174979
  nChanged 19
		SP:Iteration 27Q (12801.510000 sec): 3 clusters
  Score: Raw -1132910.709907 + Penalty 2985.432195 = -1129925.277712
  nChanged 23
		SP:Iteration 28Q (12801.740000 sec): 3 clusters
  Score: Raw -1132915.634039 + Penalty 2985.432195 = -1129930.201844
  nChanged 26
		SP:Iteration 29Q (12802.040000 sec): 3 clusters
  Score: Raw -1132921.755217 + Penalty 2985.432195 = -1129936.323022
  nChanged 26
		SP:Iteration 30Q (12802.350000 sec): 3 clusters
  Score: Raw -1132926.673354 + Penalty 2985.432195 = -1129941.241159
  nChanged 19
		SP:Iteration 31Q (12802.560000 sec): 3 clusters
  Score: Raw -1132929.455336 + Penalty 2985.432195 = -1129944.023141
  nChanged 15
		SP:Iteration 32Q (12802.780000 sec): 3 clusters
  Score: Raw -1132932.356744 + Penalty 2985.432195 = -1129946.924549
  nChanged 14
		SP:Iteration 33Q (12803.020000 sec): 3 clusters
  Score: Raw -1132935.326169 + Penalty 2985.432195 = -1129949.893974
  nChanged 14
		SP:Iteration 34Q (12803.260000 sec): 3 clusters
  Score: Raw -1132937.560467 + Penalty 2985.432195 = -1129952.128272
  nChanged 7
		SP:Iteration 35Q (12803.500000 sec): 3 clusters
  Score: Raw -1132938.919490 + Penalty 2985.432195 = -1129953.487295
  nChanged 9
		SP:Iteration 36Q (12803.770000 sec): 3 clusters
  Score: Raw -1132940.462292 + Penalty 2985.432195 = -1129955.030098
  nChanged 11
		SP:Iteration 37Q (12803.960000 sec): 3 clusters
  Score: Raw -1132942.119010 + Penalty 2985.432195 = -1129956.686815
  nChanged 8
		SP:Iteration 38Q (12804.140000 sec): 3 clusters
  Score: Raw -1132943.467715 + Penalty 2985.432195 = -1129958.035520
  nChanged 10
		SP:Iteration 39Q (12804.370000 sec): 3 clusters
  Score: Raw -1132945.946017 + Penalty 2985.432195 = -1129960.513822
  nChanged 13
		SP:Iteration 40F (12804.560000 sec): 3 clusters
  Score: Raw -1132948.491537 + Penalty 2985.432195 = -1129963.059342
  nChanged 20
		SP:Iteration 41Q (12804.780000 sec): 3 clusters
  Score: Raw -1132953.554052 + Penalty 2985.432195 = -1129968.121857
  nChanged 22
		SP:Iteration 42Q (12804.970000 sec): 3 clusters
  Score: Raw -1132960.475097 + Penalty 2985.432195 = -1129975.042902
  nChanged 30
		SP:Iteration 43Q (12805.220000 sec): 3 clusters
  Score: Raw -1132968.186980 + Penalty 2985.432195 = -1129982.754785
  nChanged 22
		SP:Iteration 44Q (12805.460000 sec): 3 clusters
  Score: Raw -1132974.071531 + Penalty 2985.432195 = -1129988.639336
  nChanged 18
		SP:Iteration 45Q (12805.710000 sec): 3 clusters
  Score: Raw -1132980.037155 + Penalty 2985.432195 = -1129994.604960
  nChanged 23
		SP:Iteration 46Q (12805.980000 sec): 3 clusters
  Score: Raw -1132985.848843 + Penalty 2985.432195 = -1130000.416649
  nChanged 20
		SP:Iteration 47Q (12806.220000 sec): 3 clusters
  Score: Raw -1132990.918238 + Penalty 2985.432195 = -1130005.486043
  nChanged 24
		SP:Iteration 48Q (12806.500000 sec): 3 clusters
  Score: Raw -1132998.477661 + Penalty 2985.432195 = -1130013.045466
  nChanged 32
		SP:Iteration 49Q (12806.740000 sec): 3 clusters
  Score: Raw -1133008.204449 + Penalty 2985.432195 = -1130022.772254
  nChanged 24
		SP:Iteration 50Q (12807.020000 sec): 3 clusters
  Score: Raw -1133015.402278 + Penalty 2985.432195 = -1130029.970083
  nChanged 20
		SP:Iteration 51Q (12807.250000 sec): 3 clusters
  Score: Raw -1133020.687625 + Penalty 2985.432195 = -1130035.255430
  nChanged 12
		SP:Iteration 52Q (12807.510000 sec): 3 clusters
  Score: Raw -1133023.113635 + Penalty 2985.432195 = -1130037.681441
  nChanged 14
		SP:Iteration 53Q (12807.750000 sec): 3 clusters
  Score: Raw -1133025.860528 + Penalty 2985.432195 = -1130040.428333
  nChanged 9
		SP:Iteration 54Q (12808.030000 sec): 3 clusters
  Score: Raw -1133026.834207 + Penalty 2985.432195 = -1130041.402012
  nChanged 5
		SP:Iteration 55Q (12808.290000 sec): 3 clusters
  Score: Raw -1133028.511825 + Penalty 2985.432195 = -1130043.079630
  nChanged 11
		SP:Iteration 56Q (12808.490000 sec): 3 clusters
  Score: Raw -1133030.797915 + Penalty 2985.432195 = -1130045.365720
  nChanged 5
		SP:Iteration 57Q (12808.770000 sec): 3 clusters
  Score: Raw -1133031.538833 + Penalty 2985.432195 = -1130046.106638
  nChanged 5
		SP:Iteration 58Q (12808.980000 sec): 3 clusters
  Score: Raw -1133032.422338 + Penalty 2985.432195 = -1130046.990144
  nChanged 5
		SP:Iteration 59Q (12809.240000 sec): 3 clusters
  Score: Raw -1133033.492165 + Penalty 2985.432195 = -1130048.059971
  nChanged 8
		SP:Iteration 60F (12809.500000 sec): 3 clusters
  Score: Raw -1133035.750168 + Penalty 2985.432195 = -1130050.317973
  nChanged 9
		SP:Iteration 61Q (12809.730000 sec): 3 clusters
  Score: Raw -1133037.383882 + Penalty 2985.432195 = -1130051.951687
  nChanged 6
		SP:Iteration 62Q (12809.970000 sec): 3 clusters
  Score: Raw -1133038.416028 + Penalty 2985.432195 = -1130052.983833
  nChanged 4
		SP:Iteration 63Q (12810.190000 sec): 3 clusters
  Score: Raw -1133039.028411 + Penalty 2985.432195 = -1130053.596216
  nChanged 2
		SP:Iteration 64Q (12810.430000 sec): 3 clusters
  Score: Raw -1133039.661372 + Penalty 2985.432195 = -1130054.229177
  nChanged 5
		SP:Iteration 65Q (12810.640000 sec): 3 clusters
  Score: Raw -1133040.476852 + Penalty 2985.432195 = -1130055.044657
  nChanged 3
		SP:Iteration 66Q (12810.850000 sec): 3 clusters
  Score: Raw -1133040.998319 + Penalty 2985.432195 = -1130055.566124
  nChanged 4
		SP:Iteration 67Q (12811.060000 sec): 3 clusters
  Score: Raw -1133041.857761 + Penalty 2985.432195 = -1130056.425566
  nChanged 3
		SP:Iteration 68Q (12811.330000 sec): 3 clusters
  Score: Raw -1133042.779082 + Penalty 2985.432195 = -1130057.346888
  nChanged 6
		SP:Iteration 69Q (12811.580000 sec): 3 clusters
  Score: Raw -1133043.944829 + Penalty 2985.432195 = -1130058.512634
  nChanged 5
		SP:Iteration 70Q (12811.760000 sec): 3 clusters
  Score: Raw -1133044.987803 + Penalty 2985.432195 = -1130059.555608
  nChanged 6
		SP:Iteration 71Q (12812.040000 sec): 3 clusters
  Score: Raw -1133046.249395 + Penalty 2985.432195 = -1130060.817200
  nChanged 3
		SP:Iteration 72Q (12812.240000 sec): 3 clusters
  Score: Raw -1133046.901695 + Penalty 2985.432195 = -1130061.469500
  nChanged 1
		SP:Iteration 73Q (12812.500000 sec): 3 clusters
  Score: Raw -1133047.187033 + Penalty 2985.432195 = -1130061.754838
  nChanged 2
		SP:Iteration 74Q (12812.800000 sec): 3 clusters
  Score: Raw -1133047.739256 + Penalty 2985.432195 = -1130062.307061
  nChanged 2
		SP:Iteration 75Q (12813.090000 sec): 3 clusters
  Score: Raw -1133048.105032 + Penalty 2985.432195 = -1130062.672837
  nChanged 3
		SP:Iteration 76Q (12813.240000 sec): 3 clusters
  Score: Raw -1133048.724655 + Penalty 2985.432195 = -1130063.292460
  nChanged 4
		SP:Iteration 77Q (12813.550000 sec): 3 clusters
  Score: Raw -1133050.007146 + Penalty 2985.432195 = -1130064.574951
  nChanged 8
		SP:Iteration 78Q (12813.760000 sec): 3 clusters
  Score: Raw -1133052.441560 + Penalty 2985.432195 = -1130067.009365
  nChanged 11
		SP:Iteration 79Q (12814.080000 sec): 3 clusters
  Score: Raw -1133055.345818 + Penalty 2985.432195 = -1130069.913623
  nChanged 9
		SP:Iteration 80F (12814.290000 sec): 3 clusters
  Score: Raw -1133057.917758 + Penalty 2985.432195 = -1130072.485563
  nChanged 9
		SP:Iteration 81Q (12814.570000 sec): 3 clusters
  Score: Raw -1133059.950939 + Penalty 2985.432195 = -1130074.518744
  nChanged 8
		SP:Iteration 82Q (12814.840000 sec): 3 clusters
  Score: Raw -1133061.705130 + Penalty 2985.432195 = -1130076.272935
  nChanged 5
		SP:Iteration 83Q (12815.120000 sec): 3 clusters
  Score: Raw -1133063.642913 + Penalty 2985.432195 = -1130078.210718
  nChanged 15
		SP:Iteration 84Q (12815.390000 sec): 3 clusters
  Score: Raw -1133069.045155 + Penalty 2985.432195 = -1130083.612960
  nChanged 12
		SP:Iteration 85Q (12815.650000 sec): 3 clusters
  Score: Raw -1133072.471361 + Penalty 2985.432195 = -1130087.039166
  nChanged 13
		SP:Iteration 86Q (12815.920000 sec): 3 clusters
  Score: Raw -1133076.858595 + Penalty 2985.432195 = -1130091.426400
  nChanged 14
		SP:Iteration 87Q (12816.200000 sec): 3 clusters
  Score: Raw -1133081.542213 + Penalty 2985.432195 = -1130096.110019
  nChanged 14
		SP:Iteration 88Q (12816.480000 sec): 3 clusters
  Score: Raw -1133084.487206 + Penalty 2985.432195 = -1130099.055011
  nChanged 12
		SP:Iteration 89Q (12816.740000 sec): 3 clusters
  Score: Raw -1133087.583622 + Penalty 2985.432195 = -1130102.151427
  nChanged 10
		SP:Iteration 90Q (12816.960000 sec): 3 clusters
  Score: Raw -1133089.210288 + Penalty 2985.432195 = -1130103.778094
  nChanged 7
		SP:Iteration 91Q (12817.220000 sec): 3 clusters
  Score: Raw -1133090.724103 + Penalty 2985.432195 = -1130105.291908
  nChanged 5
		SP:Iteration 92Q (12817.450000 sec): 3 clusters
  Score: Raw -1133091.626697 + Penalty 2985.432195 = -1130106.194502
  nChanged 4
		SP:Iteration 93Q (12817.680000 sec): 3 clusters
  Score: Raw -1133092.001813 + Penalty 2985.432195 = -1130106.569618
  nChanged 1
		SP:Iteration 94Q (12817.900000 sec): 3 clusters
  Score: Raw -1133092.215861 + Penalty 2985.432195 = -1130106.783666
  nChanged 1
		SP:Iteration 95Q (12818.130000 sec): 3 clusters
  Score: Raw -1133092.379029 + Penalty 2985.432195 = -1130106.946835
  nChanged 0
		SP:Iteration 96F (12818.350000 sec): 3 clusters
  Score: Raw -1133092.379029 + Penalty 2985.432195 = -1130106.946835
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 8 (13326 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12818.530000 sec): 2 clusters
  Score: Raw -1500014.494815 + Penalty 1543.339248 = -1498471.155567
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12818.810000 sec): 3 clusters
  Score: Raw -1492209.405182 + Penalty 3086.678495 = -1489122.726687
  nChanged 5912
		SP:Iteration 1F (12819.030000 sec): 3 clusters
  Score: Raw -1495713.523568 + Penalty 3086.678495 = -1492626.845073
  nChanged 979
		SP:Iteration 2F (12819.310000 sec): 3 clusters
  Score: Raw -1496250.655206 + Penalty 3086.678495 = -1493163.976710
  nChanged 892
		SP:Iteration 3F (12819.590000 sec): 3 clusters
  Score: Raw -1496788.548207 + Penalty 3086.678495 = -1493701.869712
  nChanged 901
		SP:Iteration 4F (12819.870000 sec): 3 clusters
  Score: Raw -1497356.588163 + Penalty 3086.678495 = -1494269.909668
  nChanged 797
		SP:Iteration 5F (12820.160000 sec): 3 clusters
  Score: Raw -1497856.470257 + Penalty 3086.678495 = -1494769.791762
  nChanged 724
		SP:Iteration 6F (12820.450000 sec): 3 clusters
  Score: Raw -1498349.294161 + Penalty 3086.678495 = -1495262.615666
  nChanged 601
		SP:Iteration 7Q (12820.740000 sec): 3 clusters
  Score: Raw -1498790.131535 + Penalty 3086.678495 = -1495703.453040
  nChanged 525
		SP:Iteration 8Q (12821.070000 sec): 3 clusters
  Score: Raw -1499236.824138 + Penalty 3086.678495 = -1496150.145643
  nChanged 427
		SP:Iteration 9Q (12821.280000 sec): 3 clusters
  Score: Raw -1499574.235208 + Penalty 3086.678495 = -1496487.556713
  nChanged 321
		SP:Iteration 10Q (12821.550000 sec): 3 clusters
  Score: Raw -1499789.012354 + Penalty 3086.678495 = -1496702.333858
  nChanged 243
		SP:Iteration 11Q (12821.780000 sec): 3 clusters
  Score: Raw -1499923.686312 + Penalty 3086.678495 = -1496837.007817
  nChanged 186
		SP:Iteration 12Q (12822.130000 sec): 3 clusters
  Score: Raw -1500039.197814 + Penalty 3086.678495 = -1496952.519319
  nChanged 154
		SP:Iteration 13Q (12822.440000 sec): 3 clusters
  Score: Raw -1500147.748165 + Penalty 3086.678495 = -1497061.069670
  nChanged 136
		SP:Iteration 14Q (12822.690000 sec): 3 clusters
  Score: Raw -1500236.416091 + Penalty 3086.678495 = -1497149.737595
  nChanged 118
		SP:Iteration 15Q (12823.010000 sec): 3 clusters
  Score: Raw -1500298.539244 + Penalty 3086.678495 = -1497211.860749
  nChanged 88
		SP:Iteration 16Q (12823.260000 sec): 3 clusters
  Score: Raw -1500339.100707 + Penalty 3086.678495 = -1497252.422211
  nChanged 75
		SP:Iteration 17Q (12823.520000 sec): 3 clusters
  Score: Raw -1500380.854604 + Penalty 3086.678495 = -1497294.176109
  nChanged 71
		SP:Iteration 18Q (12823.770000 sec): 3 clusters
  Score: Raw -1500423.960912 + Penalty 3086.678495 = -1497337.282416
  nChanged 71
		SP:Iteration 19Q (12824.020000 sec): 3 clusters
  Score: Raw -1500463.036795 + Penalty 3086.678495 = -1497376.358300
  nChanged 63
		SP:Iteration 20F (12824.400000 sec): 3 clusters
  Score: Raw -1500500.906657 + Penalty 3086.678495 = -1497414.228162
  nChanged 62
		SP:Iteration 21Q (12824.660000 sec): 3 clusters
  Score: Raw -1500551.110298 + Penalty 3086.678495 = -1497464.431802
  nChanged 72
		SP:Iteration 22Q (12824.900000 sec): 3 clusters
  Score: Raw -1500602.723452 + Penalty 3086.678495 = -1497516.044957
  nChanged 73
		SP:Iteration 23Q (12825.160000 sec): 3 clusters
  Score: Raw -1500658.200085 + Penalty 3086.678495 = -1497571.521589
  nChanged 78
		SP:Iteration 24Q (12825.380000 sec): 3 clusters
  Score: Raw -1500705.092327 + Penalty 3086.678495 = -1497618.413832
  nChanged 66
		SP:Iteration 25Q (12825.650000 sec): 3 clusters
  Score: Raw -1500736.160039 + Penalty 3086.678495 = -1497649.481544
  nChanged 53
		SP:Iteration 26Q (12825.860000 sec): 3 clusters
  Score: Raw -1500753.865000 + Penalty 3086.678495 = -1497667.186505
  nChanged 34
		SP:Iteration 27Q (12826.240000 sec): 3 clusters
  Score: Raw -1500764.001312 + Penalty 3086.678495 = -1497677.322817
  nChanged 28
		SP:Iteration 28Q (12826.500000 sec): 3 clusters
  Score: Raw -1500776.399678 + Penalty 3086.678495 = -1497689.721183
  nChanged 30
		SP:Iteration 29Q (12826.760000 sec): 3 clusters
  Score: Raw -1500786.717102 + Penalty 3086.678495 = -1497700.038607
  nChanged 18
		SP:Iteration 30Q (12827.040000 sec): 3 clusters
  Score: Raw -1500791.633277 + Penalty 3086.678495 = -1497704.954782
  nChanged 11
		SP:Iteration 31Q (12827.290000 sec): 3 clusters
  Score: Raw -1500794.904656 + Penalty 3086.678495 = -1497708.226161
  nChanged 14
		SP:Iteration 32Q (12827.600000 sec): 3 clusters
  Score: Raw -1500801.241541 + Penalty 3086.678495 = -1497714.563045
  nChanged 16
		SP:Iteration 33Q (12827.790000 sec): 3 clusters
  Score: Raw -1500807.973053 + Penalty 3086.678495 = -1497721.294558
  nChanged 20
		SP:Iteration 34Q (12828.030000 sec): 3 clusters
  Score: Raw -1500814.375645 + Penalty 3086.678495 = -1497727.697150
  nChanged 12
		SP:Iteration 35Q (12828.220000 sec): 3 clusters
  Score: Raw -1500817.151714 + Penalty 3086.678495 = -1497730.473219
  nChanged 6
		SP:Iteration 36Q (12828.510000 sec): 3 clusters
  Score: Raw -1500818.739003 + Penalty 3086.678495 = -1497732.060507
  nChanged 10
		SP:Iteration 37Q (12828.830000 sec): 3 clusters
  Score: Raw -1500820.473423 + Penalty 3086.678495 = -1497733.794928
  nChanged 11
		SP:Iteration 38Q (12829.090000 sec): 3 clusters
  Score: Raw -1500823.508070 + Penalty 3086.678495 = -1497736.829575
  nChanged 13
		SP:Iteration 39Q (12829.310000 sec): 3 clusters
  Score: Raw -1500827.678694 + Penalty 3086.678495 = -1497741.000199
  nChanged 13
		SP:Iteration 40F (12829.560000 sec): 3 clusters
  Score: Raw -1500832.255787 + Penalty 3086.678495 = -1497745.577291
  nChanged 14
		SP:Iteration 41Q (12829.840000 sec): 3 clusters
  Score: Raw -1500837.427202 + Penalty 3086.678495 = -1497750.748706
  nChanged 10
		SP:Iteration 42Q (12830.140000 sec): 3 clusters
  Score: Raw -1500841.012537 + Penalty 3086.678495 = -1497754.334042
  nChanged 13
		SP:Iteration 43Q (12830.430000 sec): 3 clusters
  Score: Raw -1500844.931053 + Penalty 3086.678495 = -1497758.252558
  nChanged 10
		SP:Iteration 44Q (12830.700000 sec): 3 clusters
  Score: Raw -1500847.414453 + Penalty 3086.678495 = -1497760.735958
  nChanged 16
		SP:Iteration 45Q (12830.980000 sec): 3 clusters
  Score: Raw -1500852.270918 + Penalty 3086.678495 = -1497765.592423
  nChanged 20
		SP:Iteration 46Q (12831.280000 sec): 3 clusters
  Score: Raw -1500858.221343 + Penalty 3086.678495 = -1497771.542847
  nChanged 17
		SP:Iteration 47Q (12831.510000 sec): 3 clusters
  Score: Raw -1500863.027751 + Penalty 3086.678495 = -1497776.349256
  nChanged 10
		SP:Iteration 48Q (12831.800000 sec): 3 clusters
  Score: Raw -1500865.339464 + Penalty 3086.678495 = -1497778.660969
  nChanged 9
		SP:Iteration 49Q (12832.040000 sec): 3 clusters
  Score: Raw -1500867.268065 + Penalty 3086.678495 = -1497780.589570
  nChanged 8
		SP:Iteration 50Q (12832.270000 sec): 3 clusters
  Score: Raw -1500868.739403 + Penalty 3086.678495 = -1497782.060908
  nChanged 3
		SP:Iteration 51Q (12832.530000 sec): 3 clusters
  Score: Raw -1500869.185121 + Penalty 3086.678495 = -1497782.506626
  nChanged 3
		SP:Iteration 52Q (12832.810000 sec): 3 clusters
  Score: Raw -1500869.805357 + Penalty 3086.678495 = -1497783.126862
  nChanged 1
		SP:Iteration 53Q (12833.050000 sec): 3 clusters
  Score: Raw -1500870.004674 + Penalty 3086.678495 = -1497783.326179
  nChanged 1
		SP:Iteration 54Q (12833.360000 sec): 3 clusters
  Score: Raw -1500870.223644 + Penalty 3086.678495 = -1497783.545149
  nChanged 0
		SP:Iteration 55F (12833.640000 sec): 3 clusters
  Score: Raw -1500870.223644 + Penalty 3086.678495 = -1497783.545149
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 9 (6649 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12833.880000 sec): 2 clusters
  Score: Raw -748941.021137 + Penalty 1430.361034 = -747510.660103
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12834.120000 sec): 3 clusters
  Score: Raw -745369.905967 + Penalty 2860.722068 = -742509.183899
  nChanged 2765
		SP:Iteration 1F (12834.300000 sec): 3 clusters
  Score: Raw -747049.155327 + Penalty 2860.722068 = -744188.433260
  nChanged 619
		SP:Iteration 2F (12834.510000 sec): 3 clusters
  Score: Raw -747615.132097 + Penalty 2860.722068 = -744754.410029
  nChanged 538
		SP:Iteration 3F (12834.730000 sec): 3 clusters
  Score: Raw -748119.696224 + Penalty 2860.722068 = -745258.974157
  nChanged 471
		SP:Iteration 4F (12834.960000 sec): 3 clusters
  Score: Raw -748525.863648 + Penalty 2860.722068 = -745665.141581
  nChanged 431
		SP:Iteration 5F (12835.190000 sec): 3 clusters
  Score: Raw -748866.787629 + Penalty 2860.722068 = -746006.065562
  nChanged 387
		SP:Iteration 6F (12835.360000 sec): 3 clusters
  Score: Raw -749154.215061 + Penalty 2860.722068 = -746293.492993
  nChanged 315
		SP:Iteration 7Q (12835.560000 sec): 3 clusters
  Score: Raw -749378.797269 + Penalty 2860.722068 = -746518.075201
  nChanged 245
		SP:Iteration 8Q (12835.780000 sec): 3 clusters
  Score: Raw -749526.834501 + Penalty 2860.722068 = -746666.112433
  nChanged 186
		SP:Iteration 9Q (12835.950000 sec): 3 clusters
  Score: Raw -749634.553369 + Penalty 2860.722068 = -746773.831301
  nChanged 154
		SP:Iteration 10Q (12836.160000 sec): 3 clusters
  Score: Raw -749705.087293 + Penalty 2860.722068 = -746844.365226
  nChanged 118
		SP:Iteration 11Q (12836.350000 sec): 3 clusters
  Score: Raw -749758.027169 + Penalty 2860.722068 = -746897.305101
  nChanged 88
		SP:Iteration 12Q (12836.560000 sec): 3 clusters
  Score: Raw -749808.925533 + Penalty 2860.722068 = -746948.203465
  nChanged 81
		SP:Iteration 13Q (12836.720000 sec): 3 clusters
  Score: Raw -749853.145734 + Penalty 2860.722068 = -746992.423667
  nChanged 77
		SP:Iteration 14Q (12836.910000 sec): 3 clusters
  Score: Raw -749899.342252 + Penalty 2860.722068 = -747038.620184
  nChanged 70
		SP:Iteration 15Q (12837.130000 sec): 3 clusters
  Score: Raw -749935.480052 + Penalty 2860.722068 = -747074.757984
  nChanged 51
		SP:Iteration 16Q (12837.380000 sec): 3 clusters
  Score: Raw -749953.740215 + Penalty 2860.722068 = -747093.018147
  nChanged 38
		SP:Iteration 17Q (12837.550000 sec): 3 clusters
  Score: Raw -749962.602924 + Penalty 2860.722068 = -747101.880857
  nChanged 27
		SP:Iteration 18Q (12837.770000 sec): 3 clusters
  Score: Raw -749968.704435 + Penalty 2860.722068 = -747107.982367
  nChanged 24
		SP:Iteration 19Q (12837.990000 sec): 3 clusters
  Score: Raw -749973.565206 + Penalty 2860.722068 = -747112.843138
  nChanged 22
		SP:Iteration 20F (12838.190000 sec): 3 clusters
  Score: Raw -749984.319341 + Penalty 2860.722068 = -747123.597273
  nChanged 20
		SP:Iteration 21Q (12838.360000 sec): 3 clusters
  Score: Raw -749989.132908 + Penalty 2860.722068 = -747128.410841
  nChanged 23
		SP:Iteration 22Q (12838.590000 sec): 3 clusters
  Score: Raw -749992.767418 + Penalty 2860.722068 = -747132.045350
  nChanged 14
		SP:Iteration 23Q (12838.800000 sec): 3 clusters
  Score: Raw -749995.233435 + Penalty 2860.722068 = -747134.511367
  nChanged 13
		SP:Iteration 24Q (12839.010000 sec): 3 clusters
  Score: Raw -749997.655803 + Penalty 2860.722068 = -747136.933736
  nChanged 16
		SP:Iteration 25Q (12839.280000 sec): 3 clusters
  Score: Raw -750000.545958 + Penalty 2860.722068 = -747139.823890
  nChanged 11
		SP:Iteration 26Q (12839.480000 sec): 3 clusters
  Score: Raw -750002.402374 + Penalty 2860.722068 = -747141.680307
  nChanged 9
		SP:Iteration 27Q (12839.740000 sec): 3 clusters
  Score: Raw -750004.058181 + Penalty 2860.722068 = -747143.336113
  nChanged 11
		SP:Iteration 28Q (12839.930000 sec): 3 clusters
  Score: Raw -750005.476507 + Penalty 2860.722068 = -747144.754440
  nChanged 7
		SP:Iteration 29Q (12840.190000 sec): 3 clusters
  Score: Raw -750006.386906 + Penalty 2860.722068 = -747145.664838
  nChanged 7
		SP:Iteration 30Q (12840.370000 sec): 3 clusters
  Score: Raw -750007.234723 + Penalty 2860.722068 = -747146.512655
  nChanged 0
		SP:Iteration 31F (12840.570000 sec): 3 clusters
  Score: Raw -750007.234723 + Penalty 2860.722068 = -747146.512655
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 10 (9019 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12840.710000 sec): 2 clusters
  Score: Raw -1095488.655537 + Penalty 1479.901921 = -1094008.753616
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12840.920000 sec): 3 clusters
  Score: Raw -1090497.605557 + Penalty 2959.803841 = -1087537.801716
  nChanged 3885
		SP:Iteration 1F (12841.130000 sec): 3 clusters
  Score: Raw -1092721.423378 + Penalty 2959.803841 = -1089761.619536
  nChanged 676
		SP:Iteration 2F (12841.380000 sec): 3 clusters
  Score: Raw -1093110.285551 + Penalty 2959.803841 = -1090150.481710
  nChanged 581
		SP:Iteration 3F (12841.630000 sec): 3 clusters
  Score: Raw -1093450.094628 + Penalty 2959.803841 = -1090490.290787
  nChanged 517
		SP:Iteration 4F (12841.850000 sec): 3 clusters
  Score: Raw -1093742.987644 + Penalty 2959.803841 = -1090783.183802
  nChanged 498
		SP:Iteration 5F (12842.170000 sec): 3 clusters
  Score: Raw -1094050.683319 + Penalty 2959.803841 = -1091090.879478
  nChanged 527
		SP:Iteration 6F (12842.390000 sec): 3 clusters
  Score: Raw -1094385.529260 + Penalty 2959.803841 = -1091425.725419
  nChanged 475
		SP:Iteration 7F (12842.620000 sec): 3 clusters
  Score: Raw -1094712.606714 + Penalty 2959.803841 = -1091752.802873
  nChanged 416
		SP:Iteration 8Q (12842.840000 sec): 3 clusters
  Score: Raw -1094976.761213 + Penalty 2959.803841 = -1092016.957372
  nChanged 335
		SP:Iteration 9Q (12843.050000 sec): 3 clusters
  Score: Raw -1095136.743011 + Penalty 2959.803841 = -1092176.939170
  nChanged 246
		SP:Iteration 10Q (12843.230000 sec): 3 clusters
  Score: Raw -1095229.043604 + Penalty 2959.803841 = -1092269.239762
  nChanged 174
		SP:Iteration 11Q (12843.450000 sec): 3 clusters
  Score: Raw -1095290.082273 + Penalty 2959.803841 = -1092330.278432
  nChanged 142
		SP:Iteration 12Q (12843.750000 sec): 3 clusters
  Score: Raw -1095339.969963 + Penalty 2959.803841 = -1092380.166121
  nChanged 105
		SP:Iteration 13Q (12844.030000 sec): 3 clusters
  Score: Raw -1095376.667695 + Penalty 2959.803841 = -1092416.863853
  nChanged 100
		SP:Iteration 14Q (12844.240000 sec): 3 clusters
  Score: Raw -1095407.244035 + Penalty 2959.803841 = -1092447.440194
  nChanged 72
		SP:Iteration 15Q (12844.570000 sec): 3 clusters
  Score: Raw -1095432.721343 + Penalty 2959.803841 = -1092472.917502
  nChanged 76
		SP:Iteration 16Q (12844.830000 sec): 3 clusters
  Score: Raw -1095461.145108 + Penalty 2959.803841 = -1092501.341267
  nChanged 81
		SP:Iteration 17Q (12845.020000 sec): 3 clusters
  Score: Raw -1095494.631453 + Penalty 2959.803841 = -1092534.827612
  nChanged 71
		SP:Iteration 18Q (12845.260000 sec): 3 clusters
  Score: Raw -1095520.955454 + Penalty 2959.803841 = -1092561.151613
  nChanged 61
		SP:Iteration 19Q (12845.530000 sec): 3 clusters
  Score: Raw -1095541.137720 + Penalty 2959.803841 = -1092581.333879
  nChanged 47
		SP:Iteration 20F (12845.740000 sec): 3 clusters
  Score: Raw -1095553.487463 + Penalty 2959.803841 = -1092593.683622
  nChanged 35
		SP:Iteration 21Q (12845.990000 sec): 3 clusters
  Score: Raw -1095562.579035 + Penalty 2959.803841 = -1092602.775194
  nChanged 28
		SP:Iteration 22Q (12846.210000 sec): 3 clusters
  Score: Raw -1095569.208351 + Penalty 2959.803841 = -1092609.404510
  nChanged 20
		SP:Iteration 23Q (12846.510000 sec): 3 clusters
  Score: Raw -1095572.955636 + Penalty 2959.803841 = -1092613.151795
  nChanged 13
		SP:Iteration 24Q (12846.710000 sec): 3 clusters
  Score: Raw -1095575.509632 + Penalty 2959.803841 = -1092615.705791
  nChanged 13
		SP:Iteration 25Q (12846.970000 sec): 3 clusters
  Score: Raw -1095578.548579 + Penalty 2959.803841 = -1092618.744738
  nChanged 8
		SP:Iteration 26Q (12847.220000 sec): 3 clusters
  Score: Raw -1095581.172186 + Penalty 2959.803841 = -1092621.368345
  nChanged 9
		SP:Iteration 27Q (12847.510000 sec): 3 clusters
  Score: Raw -1095583.764774 + Penalty 2959.803841 = -1092623.960933
  nChanged 18
		SP:Iteration 28Q (12847.700000 sec): 3 clusters
  Score: Raw -1095592.532193 + Penalty 2959.803841 = -1092632.728352
  nChanged 29
		SP:Iteration 29Q (12847.920000 sec): 3 clusters
  Score: Raw -1095603.306106 + Penalty 2959.803841 = -1092643.502264
  nChanged 34
		SP:Iteration 30Q (12848.170000 sec): 3 clusters
  Score: Raw -1095614.473920 + Penalty 2959.803841 = -1092654.670079
  nChanged 25
		SP:Iteration 31Q (12848.390000 sec): 3 clusters
  Score: Raw -1095625.174497 + Penalty 2959.803841 = -1092665.370656
  nChanged 30
		SP:Iteration 32Q (12848.660000 sec): 3 clusters
  Score: Raw -1095633.441260 + Penalty 2959.803841 = -1092673.637418
  nChanged 20
		SP:Iteration 33Q (12848.930000 sec): 3 clusters
  Score: Raw -1095639.577529 + Penalty 2959.803841 = -1092679.773688
  nChanged 17
		SP:Iteration 34Q (12849.180000 sec): 3 clusters
  Score: Raw -1095645.923223 + Penalty 2959.803841 = -1092686.119382
  nChanged 18
		SP:Iteration 35Q (12849.450000 sec): 3 clusters
  Score: Raw -1095651.556720 + Penalty 2959.803841 = -1092691.752878
  nChanged 17
		SP:Iteration 36Q (12849.710000 sec): 3 clusters
  Score: Raw -1095656.089549 + Penalty 2959.803841 = -1092696.285708
  nChanged 20
		SP:Iteration 37Q (12849.970000 sec): 3 clusters
  Score: Raw -1095663.811542 + Penalty 2959.803841 = -1092704.007701
  nChanged 23
		SP:Iteration 38Q (12850.220000 sec): 3 clusters
  Score: Raw -1095673.774493 + Penalty 2959.803841 = -1092713.970651
  nChanged 28
		SP:Iteration 39Q (12850.450000 sec): 3 clusters
  Score: Raw -1095683.825022 + Penalty 2959.803841 = -1092724.021181
  nChanged 26
		SP:Iteration 40F (12850.670000 sec): 3 clusters
  Score: Raw -1095696.999451 + Penalty 2959.803841 = -1092737.195610
  nChanged 33
		SP:Iteration 41Q (12850.920000 sec): 3 clusters
  Score: Raw -1095708.676459 + Penalty 2959.803841 = -1092748.872618
  nChanged 30
		SP:Iteration 42Q (12851.150000 sec): 3 clusters
  Score: Raw -1095721.999604 + Penalty 2959.803841 = -1092762.195763
  nChanged 31
		SP:Iteration 43Q (12851.380000 sec): 3 clusters
  Score: Raw -1095735.174630 + Penalty 2959.803841 = -1092775.370789
  nChanged 25
		SP:Iteration 44Q (12851.610000 sec): 3 clusters
  Score: Raw -1095748.486252 + Penalty 2959.803841 = -1092788.682411
  nChanged 32
		SP:Iteration 45Q (12851.830000 sec): 3 clusters
  Score: Raw -1095763.723513 + Penalty 2959.803841 = -1092803.919671
  nChanged 26
		SP:Iteration 46Q (12852.060000 sec): 3 clusters
  Score: Raw -1095777.643746 + Penalty 2959.803841 = -1092817.839904
  nChanged 31
		SP:Iteration 47Q (12852.300000 sec): 3 clusters
  Score: Raw -1095799.745248 + Penalty 2959.803841 = -1092839.941406
  nChanged 40
		SP:Iteration 48Q (12852.530000 sec): 3 clusters
  Score: Raw -1095826.322315 + Penalty 2959.803841 = -1092866.518474
  nChanged 38
		SP:Iteration 49Q (12852.760000 sec): 3 clusters
  Score: Raw -1095857.232926 + Penalty 2959.803841 = -1092897.429085
  nChanged 39
		SP:Iteration 50Q (12853.040000 sec): 3 clusters
  Score: Raw -1095877.834071 + Penalty 2959.803841 = -1092918.030229
  nChanged 25
		SP:Iteration 51Q (12853.260000 sec): 3 clusters
  Score: Raw -1095893.630944 + Penalty 2959.803841 = -1092933.827103
  nChanged 25
		SP:Iteration 52Q (12853.530000 sec): 3 clusters
  Score: Raw -1095910.508913 + Penalty 2959.803841 = -1092950.705072
  nChanged 31
		SP:Iteration 53Q (12853.790000 sec): 3 clusters
  Score: Raw -1095931.568245 + Penalty 2959.803841 = -1092971.764404
  nChanged 37
		SP:Iteration 54Q (12854.080000 sec): 3 clusters
  Score: Raw -1095951.734534 + Penalty 2959.803841 = -1092991.930693
  nChanged 21
		SP:Iteration 55Q (12854.420000 sec): 3 clusters
  Score: Raw -1095960.176036 + Penalty 2959.803841 = -1093000.372195
  nChanged 16
		SP:Iteration 56Q (12854.600000 sec): 3 clusters
  Score: Raw -1095966.301414 + Penalty 2959.803841 = -1093006.497572
  nChanged 13
		SP:Iteration 57Q (12854.830000 sec): 3 clusters
  Score: Raw -1095972.392854 + Penalty 2959.803841 = -1093012.589013
  nChanged 11
		SP:Iteration 58Q (12855.100000 sec): 3 clusters
  Score: Raw -1095978.288992 + Penalty 2959.803841 = -1093018.485151
  nChanged 21
		SP:Iteration 59Q (12855.340000 sec): 3 clusters
  Score: Raw -1095994.431827 + Penalty 2959.803841 = -1093034.627986
  nChanged 23
		SP:Iteration 60F (12855.670000 sec): 3 clusters
  Score: Raw -1096012.636745 + Penalty 2959.803841 = -1093052.832904
  nChanged 27
		SP:Iteration 61Q (12855.950000 sec): 3 clusters
  Score: Raw -1096034.820381 + Penalty 2959.803841 = -1093075.016540
  nChanged 29
		SP:Iteration 62Q (12856.190000 sec): 3 clusters
  Score: Raw -1096056.993721 + Penalty 2959.803841 = -1093097.189880
  nChanged 26
		SP:Iteration 63Q (12856.400000 sec): 3 clusters
  Score: Raw -1096078.321458 + Penalty 2959.803841 = -1093118.517616
  nChanged 24
		SP:Iteration 64Q (12856.560000 sec): 3 clusters
  Score: Raw -1096096.530121 + Penalty 2959.803841 = -1093136.726280
  nChanged 15
		SP:Iteration 65Q (12856.710000 sec): 3 clusters
  Score: Raw -1096105.860277 + Penalty 2959.803841 = -1093146.056436
  nChanged 15
		SP:Iteration 66Q (12856.920000 sec): 3 clusters
  Score: Raw -1096117.419831 + Penalty 2959.803841 = -1093157.615990
  nChanged 19
		SP:Iteration 67Q (12857.140000 sec): 3 clusters
  Score: Raw -1096125.484014 + Penalty 2959.803841 = -1093165.680173
  nChanged 9
		SP:Iteration 68Q (12857.410000 sec): 3 clusters
  Score: Raw -1096130.619405 + Penalty 2959.803841 = -1093170.815564
  nChanged 7
		SP:Iteration 69Q (12857.570000 sec): 3 clusters
  Score: Raw -1096133.080510 + Penalty 2959.803841 = -1093173.276669
  nChanged 2
		SP:Iteration 70Q (12857.830000 sec): 3 clusters
  Score: Raw -1096133.747143 + Penalty 2959.803841 = -1093173.943302
  nChanged 1
		SP:Iteration 71Q (12858.040000 sec): 3 clusters
  Score: Raw -1096134.096242 + Penalty 2959.803841 = -1093174.292401
  nChanged 1
		SP:Iteration 72Q (12858.340000 sec): 3 clusters
  Score: Raw -1096134.457813 + Penalty 2959.803841 = -1093174.653972
  nChanged 0
		SP:Iteration 73F (12858.660000 sec): 3 clusters
  Score: Raw -1096134.457813 + Penalty 2959.803841 = -1093174.653972
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 11 (15553 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12858.850000 sec): 2 clusters
  Score: Raw -1896364.845168 + Penalty 1568.451434 = -1894796.393734
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12859.170000 sec): 3 clusters
  Score: Raw -1887186.470540 + Penalty 3136.902868 = -1884049.567672
  nChanged 6977
		SP:Iteration 1F (12859.470000 sec): 3 clusters
  Score: Raw -1891127.810453 + Penalty 3136.902868 = -1887990.907585
  nChanged 1108
		SP:Iteration 2F (12859.790000 sec): 3 clusters
  Score: Raw -1891856.848628 + Penalty 3136.902868 = -1888719.945760
  nChanged 1072
		SP:Iteration 3F (12860.010000 sec): 3 clusters
  Score: Raw -1892608.996631 + Penalty 3136.902868 = -1889472.093763
  nChanged 1010
		SP:Iteration 4F (12860.270000 sec): 3 clusters
  Score: Raw -1893310.335461 + Penalty 3136.902868 = -1890173.432593
  nChanged 938
		SP:Iteration 5F (12860.490000 sec): 3 clusters
  Score: Raw -1893969.759120 + Penalty 3136.902868 = -1890832.856252
  nChanged 860
		SP:Iteration 6F (12860.750000 sec): 3 clusters
  Score: Raw -1894557.416738 + Penalty 3136.902868 = -1891420.513870
  nChanged 812
		SP:Iteration 7F (12861.090000 sec): 3 clusters
  Score: Raw -1895046.956388 + Penalty 3136.902868 = -1891910.053520
  nChanged 708
		SP:Iteration 8Q (12861.330000 sec): 3 clusters
  Score: Raw -1895436.437289 + Penalty 3136.902868 = -1892299.534421
  nChanged 561
		SP:Iteration 9Q (12861.650000 sec): 3 clusters
  Score: Raw -1895705.704912 + Penalty 3136.902868 = -1892568.802044
  nChanged 467
		SP:Iteration 10Q (12861.960000 sec): 3 clusters
  Score: Raw -1895897.094072 + Penalty 3136.902868 = -1892760.191204
  nChanged 359
		SP:Iteration 11Q (12862.310000 sec): 3 clusters
  Score: Raw -1896011.420931 + Penalty 3136.902868 = -1892874.518063
  nChanged 254
		SP:Iteration 12Q (12862.530000 sec): 3 clusters
  Score: Raw -1896093.247916 + Penalty 3136.902868 = -1892956.345047
  nChanged 234
		SP:Iteration 13Q (12862.800000 sec): 3 clusters
  Score: Raw -1896185.059027 + Penalty 3136.902868 = -1893048.156159
  nChanged 213
		SP:Iteration 14Q (12863.090000 sec): 3 clusters
  Score: Raw -1896264.790922 + Penalty 3136.902868 = -1893127.888054
  nChanged 211
		SP:Iteration 15Q (12863.420000 sec): 3 clusters
  Score: Raw -1896343.897743 + Penalty 3136.902868 = -1893206.994875
  nChanged 210
		SP:Iteration 16Q (12863.700000 sec): 3 clusters
  Score: Raw -1896418.736735 + Penalty 3136.902868 = -1893281.833867
  nChanged 190
		SP:Iteration 17Q (12863.980000 sec): 3 clusters
  Score: Raw -1896480.158882 + Penalty 3136.902868 = -1893343.256014
  nChanged 158
		SP:Iteration 18Q (12864.270000 sec): 3 clusters
  Score: Raw -1896522.169322 + Penalty 3136.902868 = -1893385.266454
  nChanged 130
		SP:Iteration 19Q (12864.560000 sec): 3 clusters
  Score: Raw -1896555.198057 + Penalty 3136.902868 = -1893418.295189
  nChanged 114
		SP:Iteration 20F (12864.820000 sec): 3 clusters
  Score: Raw -1896581.051420 + Penalty 3136.902868 = -1893444.148552
  nChanged 118
		SP:Iteration 21Q (12864.990000 sec): 3 clusters
  Score: Raw -1896607.541113 + Penalty 3136.902868 = -1893470.638245
  nChanged 103
		SP:Iteration 22Q (12865.220000 sec): 3 clusters
  Score: Raw -1896627.483661 + Penalty 3136.902868 = -1893490.580793
  nChanged 92
		SP:Iteration 23Q (12865.500000 sec): 3 clusters
  Score: Raw -1896648.072268 + Penalty 3136.902868 = -1893511.169400
  nChanged 110
		SP:Iteration 24Q (12865.770000 sec): 3 clusters
  Score: Raw -1896670.554417 + Penalty 3136.902868 = -1893533.651549
  nChanged 98
		SP:Iteration 25Q (12866.100000 sec): 3 clusters
  Score: Raw -1896691.175847 + Penalty 3136.902868 = -1893554.272979
  nChanged 88
		SP:Iteration 26Q (12866.420000 sec): 3 clusters
  Score: Raw -1896707.353185 + Penalty 3136.902868 = -1893570.450317
  nChanged 94
		SP:Iteration 27Q (12866.680000 sec): 3 clusters
  Score: Raw -1896727.199666 + Penalty 3136.902868 = -1893590.296798
  nChanged 80
		SP:Iteration 28Q (12866.960000 sec): 3 clusters
  Score: Raw -1896740.914603 + Penalty 3136.902868 = -1893604.011735
  nChanged 60
		SP:Iteration 29Q (12867.230000 sec): 3 clusters
  Score: Raw -1896751.351194 + Penalty 3136.902868 = -1893614.448326
  nChanged 67
		SP:Iteration 30Q (12867.550000 sec): 3 clusters
  Score: Raw -1896760.716846 + Penalty 3136.902868 = -1893623.813978
  nChanged 50
		SP:Iteration 31Q (12867.820000 sec): 3 clusters
  Score: Raw -1896769.231647 + Penalty 3136.902868 = -1893632.328778
  nChanged 48
		SP:Iteration 32Q (12868.140000 sec): 3 clusters
  Score: Raw -1896778.520189 + Penalty 3136.902868 = -1893641.617321
  nChanged 69
		SP:Iteration 33Q (12868.410000 sec): 3 clusters
  Score: Raw -1896791.354623 + Penalty 3136.902868 = -1893654.451755
  nChanged 64
		SP:Iteration 34Q (12868.750000 sec): 3 clusters
  Score: Raw -1896801.194593 + Penalty 3136.902868 = -1893664.291725
  nChanged 65
		SP:Iteration 35Q (12868.970000 sec): 3 clusters
  Score: Raw -1896811.032813 + Penalty 3136.902868 = -1893674.129945
  nChanged 58
		SP:Iteration 36Q (12869.330000 sec): 3 clusters
  Score: Raw -1896821.205631 + Penalty 3136.902868 = -1893684.302763
  nChanged 63
		SP:Iteration 37Q (12869.580000 sec): 3 clusters
  Score: Raw -1896832.515864 + Penalty 3136.902868 = -1893695.612996
  nChanged 61
		SP:Iteration 38Q (12869.920000 sec): 3 clusters
  Score: Raw -1896844.272804 + Penalty 3136.902868 = -1893707.369936
  nChanged 73
		SP:Iteration 39Q (12870.240000 sec): 3 clusters
  Score: Raw -1896858.926702 + Penalty 3136.902868 = -1893722.023834
  nChanged 86
		SP:Iteration 40F (12870.500000 sec): 3 clusters
  Score: Raw -1896876.575813 + Penalty 3136.902868 = -1893739.672945
  nChanged 76
		SP:Iteration 41Q (12870.780000 sec): 3 clusters
  Score: Raw -1896890.693484 + Penalty 3136.902868 = -1893753.790616
  nChanged 76
		SP:Iteration 42Q (12871.140000 sec): 3 clusters
  Score: Raw -1896906.770831 + Penalty 3136.902868 = -1893769.867963
  nChanged 77
		SP:Iteration 43Q (12871.440000 sec): 3 clusters
  Score: Raw -1896921.863858 + Penalty 3136.902868 = -1893784.960990
  nChanged 75
		SP:Iteration 44Q (12871.810000 sec): 3 clusters
  Score: Raw -1896938.419088 + Penalty 3136.902868 = -1893801.516220
  nChanged 91
		SP:Iteration 45Q (12872.100000 sec): 3 clusters
  Score: Raw -1896958.755690 + Penalty 3136.902868 = -1893821.852822
  nChanged 73
		SP:Iteration 46Q (12872.430000 sec): 3 clusters
  Score: Raw -1896975.947230 + Penalty 3136.902868 = -1893839.044362
  nChanged 83
		SP:Iteration 47Q (12872.730000 sec): 3 clusters
  Score: Raw -1896995.719580 + Penalty 3136.902868 = -1893858.816712
  nChanged 93
		SP:Iteration 48Q (12873.030000 sec): 3 clusters
  Score: Raw -1897019.019485 + Penalty 3136.902868 = -1893882.116616
  nChanged 102
		SP:Iteration 49Q (12873.390000 sec): 3 clusters
  Score: Raw -1897042.859115 + Penalty 3136.902868 = -1893905.956247
  nChanged 96
		SP:Iteration 50Q (12873.700000 sec): 3 clusters
  Score: Raw -1897066.048599 + Penalty 3136.902868 = -1893929.145731
  nChanged 99
		SP:Iteration 51Q (12874.010000 sec): 3 clusters
  Score: Raw -1897088.814637 + Penalty 3136.902868 = -1893951.911769
  nChanged 88
		SP:Iteration 52Q (12874.260000 sec): 3 clusters
  Score: Raw -1897110.952740 + Penalty 3136.902868 = -1893974.049871
  nChanged 88
		SP:Iteration 53Q (12874.530000 sec): 3 clusters
  Score: Raw -1897133.157191 + Penalty 3136.902868 = -1893996.254323
  nChanged 91
		SP:Iteration 54Q (12874.760000 sec): 3 clusters
  Score: Raw -1897154.378568 + Penalty 3136.902868 = -1894017.475699
  nChanged 75
		SP:Iteration 55Q (12875.030000 sec): 3 clusters
  Score: Raw -1897171.476744 + Penalty 3136.902868 = -1894034.573876
  nChanged 76
		SP:Iteration 56Q (12875.250000 sec): 3 clusters
  Score: Raw -1897191.625136 + Penalty 3136.902868 = -1894054.722268
  nChanged 72
		SP:Iteration 57Q (12875.550000 sec): 3 clusters
  Score: Raw -1897209.335290 + Penalty 3136.902868 = -1894072.432422
  nChanged 62
		SP:Iteration 58Q (12875.710000 sec): 3 clusters
  Score: Raw -1897226.731969 + Penalty 3136.902868 = -1894089.829101
  nChanged 55
		SP:Iteration 59Q (12875.880000 sec): 3 clusters
  Score: Raw -1897239.012026 + Penalty 3136.902868 = -1894102.109158
  nChanged 56
		SP:Iteration 60F (12876.180000 sec): 3 clusters
  Score: Raw -1897251.973370 + Penalty 3136.902868 = -1894115.070502
  nChanged 53
		SP:Iteration 61Q (12876.390000 sec): 3 clusters
  Score: Raw -1897265.942064 + Penalty 3136.902868 = -1894129.039196
  nChanged 61
		SP:Iteration 62Q (12876.650000 sec): 3 clusters
  Score: Raw -1897281.298296 + Penalty 3136.902868 = -1894144.395428
  nChanged 56
		SP:Iteration 63Q (12876.960000 sec): 3 clusters
  Score: Raw -1897294.217001 + Penalty 3136.902868 = -1894157.314133
  nChanged 49
		SP:Iteration 64Q (12877.270000 sec): 3 clusters
  Score: Raw -1897305.966007 + Penalty 3136.902868 = -1894169.063139
  nChanged 50
		SP:Iteration 65Q (12877.560000 sec): 3 clusters
  Score: Raw -1897318.423129 + Penalty 3136.902868 = -1894181.520261
  nChanged 54
		SP:Iteration 66Q (12877.810000 sec): 3 clusters
  Score: Raw -1897334.481724 + Penalty 3136.902868 = -1894197.578856
  nChanged 59
		SP:Iteration 67Q (12878.110000 sec): 3 clusters
  Score: Raw -1897349.605949 + Penalty 3136.902868 = -1894212.703081
  nChanged 48
		SP:Iteration 68Q (12878.420000 sec): 3 clusters
  Score: Raw -1897361.319854 + Penalty 3136.902868 = -1894224.416986
  nChanged 44
		SP:Iteration 69Q (12878.740000 sec): 3 clusters
  Score: Raw -1897371.197145 + Penalty 3136.902868 = -1894234.294277
  nChanged 42
		SP:Iteration 70Q (12879.020000 sec): 3 clusters
  Score: Raw -1897378.790314 + Penalty 3136.902868 = -1894241.887446
  nChanged 31
		SP:Iteration 71Q (12879.320000 sec): 3 clusters
  Score: Raw -1897383.057176 + Penalty 3136.902868 = -1894246.154307
  nChanged 20
		SP:Iteration 72Q (12879.620000 sec): 3 clusters
  Score: Raw -1897386.041359 + Penalty 3136.902868 = -1894249.138491
  nChanged 13
		SP:Iteration 73Q (12879.920000 sec): 3 clusters
  Score: Raw -1897387.210301 + Penalty 3136.902868 = -1894250.307433
  nChanged 6
		SP:Iteration 74Q (12880.180000 sec): 3 clusters
  Score: Raw -1897387.690702 + Penalty 3136.902868 = -1894250.787834
  nChanged 5
		SP:Iteration 75Q (12880.450000 sec): 3 clusters
  Score: Raw -1897388.504444 + Penalty 3136.902868 = -1894251.601576
  nChanged 6
		SP:Iteration 76Q (12880.750000 sec): 3 clusters
  Score: Raw -1897388.844288 + Penalty 3136.902868 = -1894251.941420
  nChanged 0
		SP:Iteration 77F (12881.050000 sec): 3 clusters
  Score: Raw -1897388.844288 + Penalty 3136.902868 = -1894251.941420
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 12 (8240 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12881.190000 sec): 2 clusters
  Score: Raw -871989.335808 + Penalty 1465.222789 = -870524.113020
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12881.470000 sec): 3 clusters
  Score: Raw -867393.926148 + Penalty 2930.445577 = -864463.480571
  nChanged 3558
		SP:Iteration 1F (12881.730000 sec): 3 clusters
  Score: Raw -870457.930851 + Penalty 2930.445577 = -867527.485274
  nChanged 1042
		SP:Iteration 2F (12881.970000 sec): 3 clusters
  Score: Raw -872158.734460 + Penalty 2930.445577 = -869228.288883
  nChanged 851
		SP:Iteration 3F (12882.210000 sec): 3 clusters
  Score: Raw -873341.583404 + Penalty 2930.445577 = -870411.137827
  nChanged 636
		SP:Iteration 4F (12882.420000 sec): 3 clusters
  Score: Raw -873883.155613 + Penalty 2930.445577 = -870952.710035
  nChanged 384
		SP:Iteration 5Q (12882.680000 sec): 3 clusters
  Score: Raw -874102.560989 + Penalty 2930.445577 = -871172.115411
  nChanged 233
		SP:Iteration 6Q (12882.910000 sec): 3 clusters
  Score: Raw -874204.001574 + Penalty 2930.445577 = -871273.555996
  nChanged 157
		SP:Iteration 7Q (12883.170000 sec): 3 clusters
  Score: Raw -874261.824715 + Penalty 2930.445577 = -871331.379138
  nChanged 104
		SP:Iteration 8Q (12883.390000 sec): 3 clusters
  Score: Raw -874297.798902 + Penalty 2930.445577 = -871367.353324
  nChanged 79
		SP:Iteration 9Q (12883.610000 sec): 3 clusters
  Score: Raw -874332.201039 + Penalty 2930.445577 = -871401.755462
  nChanged 96
		SP:Iteration 10Q (12883.830000 sec): 3 clusters
  Score: Raw -874369.279663 + Penalty 2930.445577 = -871438.834085
  nChanged 92
		SP:Iteration 11Q (12884.050000 sec): 3 clusters
  Score: Raw -874406.234031 + Penalty 2930.445577 = -871475.788454
  nChanged 90
		SP:Iteration 12Q (12884.320000 sec): 3 clusters
  Score: Raw -874438.132278 + Penalty 2930.445577 = -871507.686701
  nChanged 73
		SP:Iteration 13Q (12884.570000 sec): 3 clusters
  Score: Raw -874465.094833 + Penalty 2930.445577 = -871534.649256
  nChanged 70
		SP:Iteration 14Q (12884.750000 sec): 3 clusters
  Score: Raw -874489.993030 + Penalty 2930.445577 = -871559.547452
  nChanged 62
		SP:Iteration 15Q (12885.000000 sec): 3 clusters
  Score: Raw -874513.559795 + Penalty 2930.445577 = -871583.114218
  nChanged 68
		SP:Iteration 16Q (12885.190000 sec): 3 clusters
  Score: Raw -874534.045543 + Penalty 2930.445577 = -871603.599966
  nChanged 49
		SP:Iteration 17Q (12885.420000 sec): 3 clusters
  Score: Raw -874545.999153 + Penalty 2930.445577 = -871615.553576
  nChanged 42
		SP:Iteration 18Q (12885.640000 sec): 3 clusters
  Score: Raw -874558.127770 + Penalty 2930.445577 = -871627.682193
  nChanged 38
		SP:Iteration 19Q (12885.860000 sec): 3 clusters
  Score: Raw -874570.917136 + Penalty 2930.445577 = -871640.471559
  nChanged 41
		SP:Iteration 20F (12886.040000 sec): 3 clusters
  Score: Raw -874584.092607 + Penalty 2930.445577 = -871653.647029
  nChanged 39
		SP:Iteration 21Q (12886.270000 sec): 3 clusters
  Score: Raw -874594.456113 + Penalty 2930.445577 = -871664.010536
  nChanged 31
		SP:Iteration 22Q (12886.550000 sec): 3 clusters
  Score: Raw -874601.838085 + Penalty 2930.445577 = -871671.392508
  nChanged 33
		SP:Iteration 23Q (12886.830000 sec): 3 clusters
  Score: Raw -874609.538635 + Penalty 2930.445577 = -871679.093058
  nChanged 29
		SP:Iteration 24Q (12886.970000 sec): 3 clusters
  Score: Raw -874616.118038 + Penalty 2930.445577 = -871685.672461
  nChanged 26
		SP:Iteration 25Q (12887.180000 sec): 3 clusters
  Score: Raw -874624.182629 + Penalty 2930.445577 = -871693.737051
  nChanged 29
		SP:Iteration 26Q (12887.400000 sec): 3 clusters
  Score: Raw -874631.207876 + Penalty 2930.445577 = -871700.762298
  nChanged 25
		SP:Iteration 27Q (12887.660000 sec): 3 clusters
  Score: Raw -874639.158805 + Penalty 2930.445577 = -871708.713227
  nChanged 24
		SP:Iteration 28Q (12887.860000 sec): 3 clusters
  Score: Raw -874644.563276 + Penalty 2930.445577 = -871714.117698
  nChanged 31
		SP:Iteration 29Q (12888.080000 sec): 3 clusters
  Score: Raw -874649.973266 + Penalty 2930.445577 = -871719.527689
  nChanged 26
		SP:Iteration 30Q (12888.310000 sec): 3 clusters
  Score: Raw -874655.278822 + Penalty 2930.445577 = -871724.833244
  nChanged 17
		SP:Iteration 31Q (12888.530000 sec): 3 clusters
  Score: Raw -874659.797369 + Penalty 2930.445577 = -871729.351792
  nChanged 21
		SP:Iteration 32Q (12888.790000 sec): 3 clusters
  Score: Raw -874664.738169 + Penalty 2930.445577 = -871734.292592
  nChanged 19
		SP:Iteration 33Q (12889.030000 sec): 3 clusters
  Score: Raw -874670.166410 + Penalty 2930.445577 = -871739.720832
  nChanged 16
		SP:Iteration 34Q (12889.260000 sec): 3 clusters
  Score: Raw -874672.555233 + Penalty 2930.445577 = -871742.109656
  nChanged 7
		SP:Iteration 35Q (12889.510000 sec): 3 clusters
  Score: Raw -874673.424494 + Penalty 2930.445577 = -871742.978917
  nChanged 7
		SP:Iteration 36Q (12889.740000 sec): 3 clusters
  Score: Raw -874674.847629 + Penalty 2930.445577 = -871744.402052
  nChanged 9
		SP:Iteration 37Q (12890.020000 sec): 3 clusters
  Score: Raw -874676.380737 + Penalty 2930.445577 = -871745.935160
  nChanged 4
		SP:Iteration 38Q (12890.260000 sec): 3 clusters
  Score: Raw -874677.017356 + Penalty 2930.445577 = -871746.571779
  nChanged 1
		SP:Iteration 39Q (12890.540000 sec): 3 clusters
  Score: Raw -874677.135751 + Penalty 2930.445577 = -871746.690174
  nChanged 1
		SP:Iteration 40F (12890.790000 sec): 3 clusters
  Score: Raw -874677.201314 + Penalty 2930.445577 = -871746.755737
  nChanged 0
  Score: Raw -118896328.643988 + Penalty 155275.312176 = -118741053.331812

Splitting cluster 12 changes total score from -118740337.556007 to -118741053.331812

 So it's getting split into cluster 69.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 13 (361 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13057.510000 sec): 2 clusters
  Score: Raw -34853.406015 + Penalty 956.942668 = -33896.463347
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13057.740000 sec): 3 clusters
  Score: Raw -34900.337917 + Penalty 1913.885336 = -32986.452581
  nChanged 83
		SP:Iteration 1F (13057.960000 sec): 3 clusters
  Score: Raw -35118.040164 + Penalty 1913.885336 = -33204.154827
  nChanged 36
		SP:Iteration 2F (13058.150000 sec): 3 clusters
  Score: Raw -35228.156797 + Penalty 1913.885336 = -33314.271461
  nChanged 23
		SP:Iteration 3F (13058.330000 sec): 3 clusters
  Score: Raw -35310.555502 + Penalty 1913.885336 = -33396.670165
  nChanged 21
		SP:Iteration 4F (13058.530000 sec): 3 clusters
  Score: Raw -35365.854654 + Penalty 1913.885336 = -33451.969317
  nChanged 8
		SP:Iteration 5Q (13058.740000 sec): 3 clusters
  Score: Raw -35386.316987 + Penalty 1913.885336 = -33472.431651
  nChanged 2
		SP:Iteration 6Q (13058.950000 sec): 3 clusters
  Score: Raw -35396.243055 + Penalty 1913.885336 = -33482.357719
  nChanged 4
		SP:Iteration 7Q (13059.160000 sec): 3 clusters
  Score: Raw -35408.106194 + Penalty 1913.885336 = -33494.220857
  nChanged 6
		SP:Iteration 8Q (13059.310000 sec): 3 clusters
  Score: Raw -35437.437774 + Penalty 1913.885336 = -33523.552437
  nChanged 5
		SP:Iteration 9Q (13059.430000 sec): 3 clusters
  Score: Raw -35453.758808 + Penalty 1913.885336 = -33539.873472
  nChanged 1
		SP:Iteration 10Q (13059.610000 sec): 3 clusters
  Score: Raw -35463.590381 + Penalty 1913.885336 = -33549.705045
  nChanged 0
		SP:Iteration 11F (13059.750000 sec): 3 clusters
  Score: Raw -35463.590381 + Penalty 1913.885336 = -33549.705045
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 14 (3762 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13059.940000 sec): 2 clusters
  Score: Raw -369978.189938 + Penalty 1337.814727 = -368640.375211
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13060.170000 sec): 3 clusters
  Score: Raw -368248.047063 + Penalty 2675.629453 = -365572.417610
  nChanged 1553
		SP:Iteration 1F (13060.370000 sec): 3 clusters
  Score: Raw -370671.628837 + Penalty 2675.629453 = -367995.999384
  nChanged 575
		SP:Iteration 2F (13060.540000 sec): 3 clusters
  Score: Raw -371914.864849 + Penalty 2675.629453 = -369239.235396
  nChanged 377
		SP:Iteration 3F (13060.690000 sec): 3 clusters
  Score: Raw -372526.663034 + Penalty 2675.629453 = -369851.033581
  nChanged 208
		SP:Iteration 4F (13060.890000 sec): 3 clusters
  Score: Raw -372710.162473 + Penalty 2675.629453 = -370034.533020
  nChanged 101
		SP:Iteration 5Q (13061.030000 sec): 3 clusters
  Score: Raw -372773.206357 + Penalty 2675.629453 = -370097.576904
  nChanged 58
		SP:Iteration 6Q (13061.210000 sec): 3 clusters
  Score: Raw -372811.422670 + Penalty 2675.629453 = -370135.793217
  nChanged 50
		SP:Iteration 7Q (13061.350000 sec): 3 clusters
  Score: Raw -372844.112032 + Penalty 2675.629453 = -370168.482579
  nChanged 28
		SP:Iteration 8Q (13061.550000 sec): 3 clusters
  Score: Raw -372859.466693 + Penalty 2675.629453 = -370183.837240
  nChanged 23
		SP:Iteration 9Q (13061.710000 sec): 3 clusters
  Score: Raw -372867.839491 + Penalty 2675.629453 = -370192.210038
  nChanged 19
		SP:Iteration 10Q (13061.880000 sec): 3 clusters
  Score: Raw -372873.022103 + Penalty 2675.629453 = -370197.392649
  nChanged 16
		SP:Iteration 11Q (13062.090000 sec): 3 clusters
  Score: Raw -372879.131148 + Penalty 2675.629453 = -370203.501695
  nChanged 16
		SP:Iteration 12Q (13062.380000 sec): 3 clusters
  Score: Raw -372883.347020 + Penalty 2675.629453 = -370207.717567
  nChanged 9
		SP:Iteration 13Q (13062.560000 sec): 3 clusters
  Score: Raw -372886.407380 + Penalty 2675.629453 = -370210.777927
  nChanged 9
		SP:Iteration 14Q (13062.780000 sec): 3 clusters
  Score: Raw -372888.163550 + Penalty 2675.629453 = -370212.534097
  nChanged 7
		SP:Iteration 15Q (13063.000000 sec): 3 clusters
  Score: Raw -372890.158447 + Penalty 2675.629453 = -370214.528993
  nChanged 5
		SP:Iteration 16Q (13063.230000 sec): 3 clusters
  Score: Raw -372891.646056 + Penalty 2675.629453 = -370216.016603
  nChanged 6
		SP:Iteration 17Q (13063.350000 sec): 3 clusters
  Score: Raw -372893.503333 + Penalty 2675.629453 = -370217.873880
  nChanged 6
		SP:Iteration 18Q (13063.550000 sec): 3 clusters
  Score: Raw -372896.438762 + Penalty 2675.629453 = -370220.809309
  nChanged 10
		SP:Iteration 19Q (13063.740000 sec): 3 clusters
  Score: Raw -372900.734144 + Penalty 2675.629453 = -370225.104691
  nChanged 12
		SP:Iteration 20F (13063.880000 sec): 3 clusters
  Score: Raw -372904.801087 + Penalty 2675.629453 = -370229.171633
  nChanged 13
		SP:Iteration 21Q (13064.060000 sec): 3 clusters
  Score: Raw -372912.107573 + Penalty 2675.629453 = -370236.478120
  nChanged 8
		SP:Iteration 22Q (13064.190000 sec): 3 clusters
  Score: Raw -372914.251302 + Penalty 2675.629453 = -370238.621849
  nChanged 5
		SP:Iteration 23Q (13064.390000 sec): 3 clusters
  Score: Raw -372916.004028 + Penalty 2675.629453 = -370240.374574
  nChanged 8
		SP:Iteration 24Q (13064.620000 sec): 3 clusters
  Score: Raw -372917.943876 + Penalty 2675.629453 = -370242.314422
  nChanged 8
		SP:Iteration 25Q (13064.790000 sec): 3 clusters
  Score: Raw -372921.420856 + Penalty 2675.629453 = -370245.791403
  nChanged 5
		SP:Iteration 26Q (13064.950000 sec): 3 clusters
  Score: Raw -372923.285770 + Penalty 2675.629453 = -370247.656316
  nChanged 8
		SP:Iteration 27Q (13065.100000 sec): 3 clusters
  Score: Raw -372925.098150 + Penalty 2675.629453 = -370249.468697
  nChanged 6
		SP:Iteration 28Q (13065.310000 sec): 3 clusters
  Score: Raw -372926.488946 + Penalty 2675.629453 = -370250.859493
  nChanged 7
		SP:Iteration 29Q (13065.560000 sec): 3 clusters
  Score: Raw -372927.816796 + Penalty 2675.629453 = -370252.187343
  nChanged 3
		SP:Iteration 30Q (13065.750000 sec): 3 clusters
  Score: Raw -372928.398537 + Penalty 2675.629453 = -370252.769083
  nChanged 3
		SP:Iteration 31Q (13065.890000 sec): 3 clusters
  Score: Raw -372929.017335 + Penalty 2675.629453 = -370253.387882
  nChanged 3
		SP:Iteration 32Q (13066.030000 sec): 3 clusters
  Score: Raw -372929.956270 + Penalty 2675.629453 = -370254.326817
  nChanged 2
		SP:Iteration 33Q (13066.180000 sec): 3 clusters
  Score: Raw -372930.826588 + Penalty 2675.629453 = -370255.197135
  nChanged 1
		SP:Iteration 34Q (13066.320000 sec): 3 clusters
  Score: Raw -372931.192942 + Penalty 2675.629453 = -370255.563489
  nChanged 2
		SP:Iteration 35Q (13066.470000 sec): 3 clusters
  Score: Raw -372931.772789 + Penalty 2675.629453 = -370256.143336
  nChanged 0
		SP:Iteration 36F (13066.690000 sec): 3 clusters
  Score: Raw -372931.772789 + Penalty 2675.629453 = -370256.143336
  nChanged 0
  Score: Raw -118899282.226839 + Penalty 157525.679019 = -118741756.547820

Splitting cluster 14 changes total score from -118740337.556007 to -118741756.547820

 So it's getting split into cluster 70.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 15 (103379 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13239.640000 sec): 2 clusters
  Score: Raw -12821339.099825 + Penalty 1876.250533 = -12819462.849292
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13240.480000 sec): 3 clusters
  Score: Raw -12754036.737733 + Penalty 3752.501066 = -12750284.236667
  nChanged 49512
		SP:Iteration 1F (13241.360000 sec): 3 clusters
  Score: Raw -12784013.320163 + Penalty 3752.501066 = -12780260.819098
  nChanged 5414
		SP:Iteration 2F (13242.260000 sec): 3 clusters
  Score: Raw -12786601.520175 + Penalty 3752.501066 = -12782849.019109
  nChanged 6987
		SP:Iteration 3F (13243.080000 sec): 3 clusters
  Score: Raw -12790942.870276 + Penalty 3752.501066 = -12787190.369210
  nChanged 8056
		SP:Iteration 4F (13243.930000 sec): 3 clusters
  Score: Raw -12796762.059475 + Penalty 3752.501066 = -12793009.558409
  nChanged 8013
		SP:Iteration 5F (13244.840000 sec): 3 clusters
  Score: Raw -12802786.703961 + Penalty 3752.501066 = -12799034.202895
  nChanged 6834
		SP:Iteration 6F (13245.690000 sec): 3 clusters
  Score: Raw -12808097.221424 + Penalty 3752.501066 = -12804344.720358
  nChanged 5436
		SP:Iteration 7F (13246.520000 sec): 3 clusters
  Score: Raw -12812680.110466 + Penalty 3752.501066 = -12808927.609400
  nChanged 4108
		SP:Iteration 8Q (13247.360000 sec): 3 clusters
  Score: Raw -12816357.405926 + Penalty 3752.501066 = -12812604.904861
  nChanged 2810
		SP:Iteration 9Q (13248.190000 sec): 3 clusters
  Score: Raw -12818924.846038 + Penalty 3752.501066 = -12815172.344973
  nChanged 1617
		SP:Iteration 10Q (13249.000000 sec): 3 clusters
  Score: Raw -12820382.457342 + Penalty 3752.501066 = -12816629.956276
  nChanged 798
		SP:Iteration 11Q (13249.780000 sec): 3 clusters
  Score: Raw -12821044.708406 + Penalty 3752.501066 = -12817292.207340
  nChanged 362
		SP:Iteration 12Q (13250.520000 sec): 3 clusters
  Score: Raw -12821297.890617 + Penalty 3752.501066 = -12817545.389552
  nChanged 179
		SP:Iteration 13Q (13251.330000 sec): 3 clusters
  Score: Raw -12821416.145578 + Penalty 3752.501066 = -12817663.644513
  nChanged 109
		SP:Iteration 14Q (13252.140000 sec): 3 clusters
  Score: Raw -12821481.372215 + Penalty 3752.501066 = -12817728.871149
  nChanged 64
		SP:Iteration 15Q (13252.960000 sec): 3 clusters
  Score: Raw -12821524.679543 + Penalty 3752.501066 = -12817772.178477
  nChanged 54
		SP:Iteration 16Q (13253.730000 sec): 3 clusters
  Score: Raw -12821556.617023 + Penalty 3752.501066 = -12817804.115957
  nChanged 30
		SP:Iteration 17Q (13254.490000 sec): 3 clusters
  Score: Raw -12821569.814082 + Penalty 3752.501066 = -12817817.313016
  nChanged 29
		SP:Iteration 18Q (13255.380000 sec): 3 clusters
  Score: Raw -12821586.850730 + Penalty 3752.501066 = -12817834.349664
  nChanged 20
		SP:Iteration 19Q (13256.280000 sec): 3 clusters
  Score: Raw -12821601.183316 + Penalty 3752.501066 = -12817848.682250
  nChanged 24
		SP:Iteration 20F (13257.280000 sec): 3 clusters
  Score: Raw -12821618.213443 + Penalty 3752.501066 = -12817865.712377
  nChanged 18
		SP:Iteration 21Q (13258.150000 sec): 3 clusters
  Score: Raw -12821629.374716 + Penalty 3752.501066 = -12817876.873650
  nChanged 20
		SP:Iteration 22Q (13259.080000 sec): 3 clusters
  Score: Raw -12821639.544269 + Penalty 3752.501066 = -12817887.043203
  nChanged 15
		SP:Iteration 23Q (13259.860000 sec): 3 clusters
  Score: Raw -12821647.252769 + Penalty 3752.501066 = -12817894.751703
  nChanged 12
		SP:Iteration 24Q (13260.610000 sec): 3 clusters
  Score: Raw -12821653.317743 + Penalty 3752.501066 = -12817900.816677
  nChanged 11
		SP:Iteration 25Q (13261.340000 sec): 3 clusters
  Score: Raw -12821657.891446 + Penalty 3752.501066 = -12817905.390380
  nChanged 11
		SP:Iteration 26Q (13262.080000 sec): 3 clusters
  Score: Raw -12821664.966460 + Penalty 3752.501066 = -12817912.465394
  nChanged 12
		SP:Iteration 27Q (13262.840000 sec): 3 clusters
  Score: Raw -12821670.427369 + Penalty 3752.501066 = -12817917.926303
  nChanged 9
		SP:Iteration 28Q (13263.590000 sec): 3 clusters
  Score: Raw -12821674.301071 + Penalty 3752.501066 = -12817921.800006
  nChanged 1
		SP:Iteration 29Q (13264.420000 sec): 3 clusters
  Score: Raw -12821674.725066 + Penalty 3752.501066 = -12817922.224001
  nChanged 3
		SP:Iteration 30Q (13265.260000 sec): 3 clusters
  Score: Raw -12821675.897537 + Penalty 3752.501066 = -12817923.396471
  nChanged 2
		SP:Iteration 31Q (13266.090000 sec): 3 clusters
  Score: Raw -12821677.067140 + Penalty 3752.501066 = -12817924.566074
  nChanged 1
		SP:Iteration 32Q (13266.850000 sec): 3 clusters
  Score: Raw -12821677.901700 + Penalty 3752.501066 = -12817925.400635
  nChanged 3
		SP:Iteration 33Q (13267.590000 sec): 3 clusters
  Score: Raw -12821679.805071 + Penalty 3752.501066 = -12817927.304005
  nChanged 2
		SP:Iteration 34Q (13268.310000 sec): 3 clusters
  Score: Raw -12821680.491548 + Penalty 3752.501066 = -12817927.990482
  nChanged 3
		SP:Iteration 35Q (13269.080000 sec): 3 clusters
  Score: Raw -12821681.350964 + Penalty 3752.501066 = -12817928.849899
  nChanged 1
		SP:Iteration 36Q (13269.800000 sec): 3 clusters
  Score: Raw -12821682.104707 + Penalty 3752.501066 = -12817929.603642
  nChanged 0
		SP:Iteration 37F (13270.660000 sec): 3 clusters
  Score: Raw -12821682.104707 + Penalty 3752.501066 = -12817929.603642
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 16 (12260 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13270.840000 sec): 2 clusters
  Score: Raw -1447739.127429 + Penalty 1529.790797 = -1446209.336633
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13271.110000 sec): 3 clusters
  Score: Raw -1440578.462934 + Penalty 3059.581593 = -1437518.881340
  nChanged 5451
		SP:Iteration 1F (13271.400000 sec): 3 clusters
  Score: Raw -1443577.750213 + Penalty 3059.581593 = -1440518.168619
  nChanged 885
		SP:Iteration 2F (13271.660000 sec): 3 clusters
  Score: Raw -1444122.538919 + Penalty 3059.581593 = -1441062.957326
  nChanged 865
		SP:Iteration 3F (13271.860000 sec): 3 clusters
  Score: Raw -1444791.186318 + Penalty 3059.581593 = -1441731.604725
  nChanged 937
		SP:Iteration 4F (13272.100000 sec): 3 clusters
  Score: Raw -1445576.611699 + Penalty 3059.581593 = -1442517.030106
  nChanged 922
		SP:Iteration 5F (13272.350000 sec): 3 clusters
  Score: Raw -1446360.908292 + Penalty 3059.581593 = -1443301.326699
  nChanged 761
		SP:Iteration 6F (13272.610000 sec): 3 clusters
  Score: Raw -1447024.437995 + Penalty 3059.581593 = -1443964.856402
  nChanged 579
		SP:Iteration 7Q (13272.890000 sec): 3 clusters
  Score: Raw -1447491.788052 + Penalty 3059.581593 = -1444432.206459
  nChanged 426
		SP:Iteration 8Q (13273.260000 sec): 3 clusters
  Score: Raw -1447858.327909 + Penalty 3059.581593 = -1444798.746316
  nChanged 368
		SP:Iteration 9Q (13273.460000 sec): 3 clusters
  Score: Raw -1448143.209389 + Penalty 3059.581593 = -1445083.627796
  nChanged 270
		SP:Iteration 10Q (13273.740000 sec): 3 clusters
  Score: Raw -1448321.838712 + Penalty 3059.581593 = -1445262.257119
  nChanged 199
		SP:Iteration 11Q (13274.040000 sec): 3 clusters
  Score: Raw -1448445.967193 + Penalty 3059.581593 = -1445386.385600
  nChanged 160
		SP:Iteration 12Q (13274.300000 sec): 3 clusters
  Score: Raw -1448560.291702 + Penalty 3059.581593 = -1445500.710109
  nChanged 154
		SP:Iteration 13Q (13274.560000 sec): 3 clusters
  Score: Raw -1448662.593683 + Penalty 3059.581593 = -1445603.012090
  nChanged 141
		SP:Iteration 14Q (13274.830000 sec): 3 clusters
  Score: Raw -1448767.670471 + Penalty 3059.581593 = -1445708.088878
  nChanged 126
		SP:Iteration 15Q (13275.080000 sec): 3 clusters
  Score: Raw -1448832.928597 + Penalty 3059.581593 = -1445773.347004
  nChanged 89
		SP:Iteration 16Q (13275.310000 sec): 3 clusters
  Score: Raw -1448870.087395 + Penalty 3059.581593 = -1445810.505802
  nChanged 70
		SP:Iteration 17Q (13275.580000 sec): 3 clusters
  Score: Raw -1448893.424800 + Penalty 3059.581593 = -1445833.843207
  nChanged 54
		SP:Iteration 18Q (13275.840000 sec): 3 clusters
  Score: Raw -1448909.373594 + Penalty 3059.581593 = -1445849.792001
  nChanged 48
		SP:Iteration 19Q (13276.150000 sec): 3 clusters
  Score: Raw -1448923.645383 + Penalty 3059.581593 = -1445864.063790
  nChanged 46
		SP:Iteration 20F (13276.520000 sec): 3 clusters
  Score: Raw -1448935.537064 + Penalty 3059.581593 = -1445875.955471
  nChanged 38
		SP:Iteration 21Q (13276.720000 sec): 3 clusters
  Score: Raw -1448946.138777 + Penalty 3059.581593 = -1445886.557184
  nChanged 34
		SP:Iteration 22Q (13276.960000 sec): 3 clusters
  Score: Raw -1448954.428746 + Penalty 3059.581593 = -1445894.847153
  nChanged 32
		SP:Iteration 23Q (13277.180000 sec): 3 clusters
  Score: Raw -1448964.309031 + Penalty 3059.581593 = -1445904.727438
  nChanged 29
		SP:Iteration 24Q (13277.440000 sec): 3 clusters
  Score: Raw -1448970.830807 + Penalty 3059.581593 = -1445911.249214
  nChanged 13
		SP:Iteration 25Q (13277.720000 sec): 3 clusters
  Score: Raw -1448974.123956 + Penalty 3059.581593 = -1445914.542363
  nChanged 13
		SP:Iteration 26Q (13278.030000 sec): 3 clusters
  Score: Raw -1448976.196943 + Penalty 3059.581593 = -1445916.615349
  nChanged 13
		SP:Iteration 27Q (13278.320000 sec): 3 clusters
  Score: Raw -1448978.419245 + Penalty 3059.581593 = -1445918.837652
  nChanged 9
		SP:Iteration 28Q (13278.600000 sec): 3 clusters
  Score: Raw -1448980.118775 + Penalty 3059.581593 = -1445920.537182
  nChanged 6
		SP:Iteration 29Q (13278.860000 sec): 3 clusters
  Score: Raw -1448981.256143 + Penalty 3059.581593 = -1445921.674550
  nChanged 6
		SP:Iteration 30Q (13279.120000 sec): 3 clusters
  Score: Raw -1448982.473913 + Penalty 3059.581593 = -1445922.892320
  nChanged 14
		SP:Iteration 31Q (13279.370000 sec): 3 clusters
  Score: Raw -1448985.003862 + Penalty 3059.581593 = -1445925.422268
  nChanged 14
		SP:Iteration 32Q (13279.650000 sec): 3 clusters
  Score: Raw -1448987.888844 + Penalty 3059.581593 = -1445928.307251
  nChanged 20
		SP:Iteration 33Q (13279.910000 sec): 3 clusters
  Score: Raw -1448992.875146 + Penalty 3059.581593 = -1445933.293553
  nChanged 23
		SP:Iteration 34Q (13280.190000 sec): 3 clusters
  Score: Raw -1448999.925905 + Penalty 3059.581593 = -1445940.344312
  nChanged 33
		SP:Iteration 35Q (13280.460000 sec): 3 clusters
  Score: Raw -1449009.168245 + Penalty 3059.581593 = -1445949.586652
  nChanged 27
		SP:Iteration 36Q (13280.740000 sec): 3 clusters
  Score: Raw -1449014.613293 + Penalty 3059.581593 = -1445955.031700
  nChanged 23
		SP:Iteration 37Q (13281.000000 sec): 3 clusters
  Score: Raw -1449019.749922 + Penalty 3059.581593 = -1445960.168329
  nChanged 18
		SP:Iteration 38Q (13281.280000 sec): 3 clusters
  Score: Raw -1449023.821720 + Penalty 3059.581593 = -1445964.240126
  nChanged 15
		SP:Iteration 39Q (13281.550000 sec): 3 clusters
  Score: Raw -1449026.799307 + Penalty 3059.581593 = -1445967.217714
  nChanged 12
		SP:Iteration 40F (13281.840000 sec): 3 clusters
  Score: Raw -1449028.928117 + Penalty 3059.581593 = -1445969.346524
  nChanged 10
		SP:Iteration 41Q (13282.090000 sec): 3 clusters
  Score: Raw -1449030.096081 + Penalty 3059.581593 = -1445970.514488
  nChanged 4
		SP:Iteration 42Q (13282.340000 sec): 3 clusters
  Score: Raw -1449031.021055 + Penalty 3059.581593 = -1445971.439462
  nChanged 5
		SP:Iteration 43Q (13282.620000 sec): 3 clusters
  Score: Raw -1449032.244646 + Penalty 3059.581593 = -1445972.663053
  nChanged 9
		SP:Iteration 44Q (13282.900000 sec): 3 clusters
  Score: Raw -1449034.583824 + Penalty 3059.581593 = -1445975.002231
  nChanged 11
		SP:Iteration 45Q (13283.170000 sec): 3 clusters
  Score: Raw -1449037.386292 + Penalty 3059.581593 = -1445977.804699
  nChanged 10
		SP:Iteration 46Q (13283.470000 sec): 3 clusters
  Score: Raw -1449039.286753 + Penalty 3059.581593 = -1445979.705160
  nChanged 7
		SP:Iteration 47Q (13283.720000 sec): 3 clusters
  Score: Raw -1449040.982025 + Penalty 3059.581593 = -1445981.400432
  nChanged 8
		SP:Iteration 48Q (13284.010000 sec): 3 clusters
  Score: Raw -1449042.720080 + Penalty 3059.581593 = -1445983.138487
  nChanged 6
		SP:Iteration 49Q (13284.260000 sec): 3 clusters
  Score: Raw -1449044.259841 + Penalty 3059.581593 = -1445984.678248
  nChanged 3
		SP:Iteration 50Q (13284.560000 sec): 3 clusters
  Score: Raw -1449044.801780 + Penalty 3059.581593 = -1445985.220187
  nChanged 4
		SP:Iteration 51Q (13284.800000 sec): 3 clusters
  Score: Raw -1449045.268848 + Penalty 3059.581593 = -1445985.687255
  nChanged 4
		SP:Iteration 52Q (13285.100000 sec): 3 clusters
  Score: Raw -1449046.064211 + Penalty 3059.581593 = -1445986.482618
  nChanged 4
		SP:Iteration 53Q (13285.380000 sec): 3 clusters
  Score: Raw -1449047.161392 + Penalty 3059.581593 = -1445987.579799
  nChanged 8
		SP:Iteration 54Q (13285.680000 sec): 3 clusters
  Score: Raw -1449048.802831 + Penalty 3059.581593 = -1445989.221238
  nChanged 8
		SP:Iteration 55Q (13285.890000 sec): 3 clusters
  Score: Raw -1449050.470229 + Penalty 3059.581593 = -1445990.888636
  nChanged 10
		SP:Iteration 56Q (13286.180000 sec): 3 clusters
  Score: Raw -1449052.490198 + Penalty 3059.581593 = -1445992.908605
  nChanged 5
		SP:Iteration 57Q (13286.430000 sec): 3 clusters
  Score: Raw -1449053.624410 + Penalty 3059.581593 = -1445994.042816
  nChanged 8
		SP:Iteration 58Q (13286.690000 sec): 3 clusters
  Score: Raw -1449055.005549 + Penalty 3059.581593 = -1445995.423956
  nChanged 9
		SP:Iteration 59Q (13286.840000 sec): 3 clusters
  Score: Raw -1449057.529325 + Penalty 3059.581593 = -1445997.947732
  nChanged 10
		SP:Iteration 60F (13287.120000 sec): 3 clusters
  Score: Raw -1449060.063463 + Penalty 3059.581593 = -1446000.481870
  nChanged 14
		SP:Iteration 61Q (13287.380000 sec): 3 clusters
  Score: Raw -1449063.479726 + Penalty 3059.581593 = -1446003.898133
  nChanged 14
		SP:Iteration 62Q (13287.670000 sec): 3 clusters
  Score: Raw -1449067.632656 + Penalty 3059.581593 = -1446008.051063
  nChanged 16
		SP:Iteration 63Q (13287.930000 sec): 3 clusters
  Score: Raw -1449071.980975 + Penalty 3059.581593 = -1446012.399382
  nChanged 13
		SP:Iteration 64Q (13288.230000 sec): 3 clusters
  Score: Raw -1449074.085191 + Penalty 3059.581593 = -1446014.503598
  nChanged 8
		SP:Iteration 65Q (13288.470000 sec): 3 clusters
  Score: Raw -1449075.664424 + Penalty 3059.581593 = -1446016.082831
  nChanged 6
		SP:Iteration 66Q (13288.750000 sec): 3 clusters
  Score: Raw -1449076.512658 + Penalty 3059.581593 = -1446016.931065
  nChanged 4
		SP:Iteration 67Q (13289.010000 sec): 3 clusters
  Score: Raw -1449077.399524 + Penalty 3059.581593 = -1446017.817931
  nChanged 7
		SP:Iteration 68Q (13289.290000 sec): 3 clusters
  Score: Raw -1449078.284899 + Penalty 3059.581593 = -1446018.703305
  nChanged 2
		SP:Iteration 69Q (13289.560000 sec): 3 clusters
  Score: Raw -1449078.798868 + Penalty 3059.581593 = -1446019.217275
  nChanged 5
		SP:Iteration 70Q (13289.840000 sec): 3 clusters
  Score: Raw -1449079.357185 + Penalty 3059.581593 = -1446019.775592
  nChanged 2
		SP:Iteration 71Q (13290.110000 sec): 3 clusters
  Score: Raw -1449079.661819 + Penalty 3059.581593 = -1446020.080226
  nChanged 1
		SP:Iteration 72Q (13290.390000 sec): 3 clusters
  Score: Raw -1449079.735423 + Penalty 3059.581593 = -1446020.153830
  nChanged 2
		SP:Iteration 73Q (13290.650000 sec): 3 clusters
  Score: Raw -1449080.256703 + Penalty 3059.581593 = -1446020.675110
  nChanged 0
		SP:Iteration 74F (13290.940000 sec): 3 clusters
  Score: Raw -1449080.256703 + Penalty 3059.581593 = -1446020.675110
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 17 (1462 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13291.040000 sec): 2 clusters
  Score: Raw -165503.521092 + Penalty 1184.228604 = -164319.292488
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13291.230000 sec): 3 clusters
  Score: Raw -164972.869129 + Penalty 2368.457208 = -162604.411921
  nChanged 495
		SP:Iteration 1F (13291.390000 sec): 3 clusters
  Score: Raw -165415.837011 + Penalty 2368.457208 = -163047.379803
  nChanged 158
		SP:Iteration 2F (13291.570000 sec): 3 clusters
  Score: Raw -165701.090996 + Penalty 2368.457208 = -163332.633788
  nChanged 131
		SP:Iteration 3F (13291.740000 sec): 3 clusters
  Score: Raw -165944.969130 + Penalty 2368.457208 = -163576.511922
  nChanged 87
		SP:Iteration 4F (13291.950000 sec): 3 clusters
  Score: Raw -166109.435361 + Penalty 2368.457208 = -163740.978153
  nChanged 60
		SP:Iteration 5Q (13292.130000 sec): 3 clusters
  Score: Raw -166214.270176 + Penalty 2368.457208 = -163845.812968
  nChanged 52
		SP:Iteration 6Q (13292.310000 sec): 3 clusters
  Score: Raw -166365.330419 + Penalty 2368.457208 = -163996.873211
  nChanged 63
		SP:Iteration 7Q (13292.500000 sec): 3 clusters
  Score: Raw -166772.426458 + Penalty 2368.457208 = -164403.969250
  nChanged 44
		SP:Iteration 8Q (13292.710000 sec): 3 clusters
  Score: Raw -167079.330535 + Penalty 2368.457208 = -164710.873327
  nChanged 37
		SP:Iteration 9Q (13292.890000 sec): 3 clusters
  Score: Raw -167123.290668 + Penalty 2368.457208 = -164754.833460
  nChanged 17
		SP:Iteration 10Q (13293.050000 sec): 3 clusters
  Score: Raw -167144.089366 + Penalty 2368.457208 = -164775.632158
  nChanged 9
		SP:Iteration 11Q (13293.250000 sec): 3 clusters
  Score: Raw -167155.229730 + Penalty 2368.457208 = -164786.772522
  nChanged 4
		SP:Iteration 12Q (13293.480000 sec): 3 clusters
  Score: Raw -167158.422771 + Penalty 2368.457208 = -164789.965563
  nChanged 3
		SP:Iteration 13Q (13293.700000 sec): 3 clusters
  Score: Raw -167160.852024 + Penalty 2368.457208 = -164792.394815
  nChanged 2
		SP:Iteration 14Q (13293.840000 sec): 3 clusters
  Score: Raw -167162.838230 + Penalty 2368.457208 = -164794.381022
  nChanged 2
		SP:Iteration 15Q (13294.040000 sec): 3 clusters
  Score: Raw -167164.272238 + Penalty 2368.457208 = -164795.815030
  nChanged 2
		SP:Iteration 16Q (13294.190000 sec): 3 clusters
  Score: Raw -167166.475208 + Penalty 2368.457208 = -164798.018000
  nChanged 5
		SP:Iteration 17Q (13294.320000 sec): 3 clusters
  Score: Raw -167172.559645 + Penalty 2368.457208 = -164804.102437
  nChanged 6
		SP:Iteration 18Q (13294.500000 sec): 3 clusters
  Score: Raw -167179.587702 + Penalty 2368.457208 = -164811.130494
  nChanged 7
		SP:Iteration 19Q (13294.640000 sec): 3 clusters
  Score: Raw -167191.397126 + Penalty 2368.457208 = -164822.939918
  nChanged 10
		SP:Iteration 20F (13294.830000 sec): 3 clusters
  Score: Raw -167214.824354 + Penalty 2368.457208 = -164846.367146
  nChanged 17
		SP:Iteration 21Q (13295.030000 sec): 3 clusters
  Score: Raw -167283.845535 + Penalty 2368.457208 = -164915.388327
  nChanged 17
		SP:Iteration 22Q (13295.160000 sec): 3 clusters
  Score: Raw -167334.799792 + Penalty 2368.457208 = -164966.342583
  nChanged 8
		SP:Iteration 23Q (13295.310000 sec): 3 clusters
  Score: Raw -167355.023554 + Penalty 2368.457208 = -164986.566345
  nChanged 7
		SP:Iteration 24Q (13295.470000 sec): 3 clusters
  Score: Raw -167370.128145 + Penalty 2368.457208 = -165001.670937
  nChanged 3
		SP:Iteration 25Q (13295.620000 sec): 3 clusters
  Score: Raw -167373.198861 + Penalty 2368.457208 = -165004.741653
  nChanged 2
		SP:Iteration 26Q (13295.730000 sec): 3 clusters
  Score: Raw -167377.856083 + Penalty 2368.457208 = -165009.398875
  nChanged 2
		SP:Iteration 27Q (13295.870000 sec): 3 clusters
  Score: Raw -167379.286534 + Penalty 2368.457208 = -165010.829326
  nChanged 3
		SP:Iteration 28Q (13296.000000 sec): 3 clusters
  Score: Raw -167383.949872 + Penalty 2368.457208 = -165015.492664
  nChanged 0
		SP:Iteration 29F (13296.030000 sec): 3 clusters
  Score: Raw -167383.949872 + Penalty 2368.457208 = -165015.492664
  nChanged 0
  Score: Raw -118901162.655618 + Penalty 159776.045863 = -118741386.609756

Splitting cluster 17 changes total score from -118740337.556007 to -118741386.609756

 So it's getting split into cluster 71.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 18 (4369 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13457.650000 sec): 2 clusters
  Score: Raw -499431.847051 + Penalty 1362.122032 = -498069.725019
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13457.880000 sec): 3 clusters
  Score: Raw -497345.168676 + Penalty 2724.244064 = -494620.924612
  nChanged 1773
		SP:Iteration 1F (13458.050000 sec): 3 clusters
  Score: Raw -499015.755160 + Penalty 2724.244064 = -496291.511095
  nChanged 557
		SP:Iteration 2F (13458.250000 sec): 3 clusters
  Score: Raw -499800.287174 + Penalty 2724.244064 = -497076.043110
  nChanged 393
		SP:Iteration 3F (13458.470000 sec): 3 clusters
  Score: Raw -500232.967924 + Penalty 2724.244064 = -497508.723860
  nChanged 262
		SP:Iteration 4F (13458.620000 sec): 3 clusters
  Score: Raw -500412.694660 + Penalty 2724.244064 = -497688.450595
  nChanged 153
		SP:Iteration 5Q (13458.730000 sec): 3 clusters
  Score: Raw -500508.013576 + Penalty 2724.244064 = -497783.769512
  nChanged 106
		SP:Iteration 6Q (13458.840000 sec): 3 clusters
  Score: Raw -500560.903380 + Penalty 2724.244064 = -497836.659316
  nChanged 67
		SP:Iteration 7Q (13459.020000 sec): 3 clusters
  Score: Raw -500584.362132 + Penalty 2724.244064 = -497860.118068
  nChanged 46
		SP:Iteration 8Q (13459.170000 sec): 3 clusters
  Score: Raw -500598.715708 + Penalty 2724.244064 = -497874.471644
  nChanged 37
		SP:Iteration 9Q (13459.360000 sec): 3 clusters
  Score: Raw -500612.055513 + Penalty 2724.244064 = -497887.811449
  nChanged 40
		SP:Iteration 10Q (13459.480000 sec): 3 clusters
  Score: Raw -500626.230087 + Penalty 2724.244064 = -497901.986022
  nChanged 38
		SP:Iteration 11Q (13459.610000 sec): 3 clusters
  Score: Raw -500640.486244 + Penalty 2724.244064 = -497916.242180
  nChanged 37
		SP:Iteration 12Q (13459.720000 sec): 3 clusters
  Score: Raw -500653.584864 + Penalty 2724.244064 = -497929.340800
  nChanged 46
		SP:Iteration 13Q (13459.880000 sec): 3 clusters
  Score: Raw -500673.391404 + Penalty 2724.244064 = -497949.147340
  nChanged 49
		SP:Iteration 14Q (13460.050000 sec): 3 clusters
  Score: Raw -500695.310571 + Penalty 2724.244064 = -497971.066507
  nChanged 50
		SP:Iteration 15Q (13460.210000 sec): 3 clusters
  Score: Raw -500715.186566 + Penalty 2724.244064 = -497990.942502
  nChanged 39
		SP:Iteration 16Q (13460.340000 sec): 3 clusters
  Score: Raw -500731.020996 + Penalty 2724.244064 = -498006.776932
  nChanged 37
		SP:Iteration 17Q (13460.540000 sec): 3 clusters
  Score: Raw -500744.970600 + Penalty 2724.244064 = -498020.726535
  nChanged 38
		SP:Iteration 18Q (13460.710000 sec): 3 clusters
  Score: Raw -500758.511211 + Penalty 2724.244064 = -498034.267147
  nChanged 48
		SP:Iteration 19Q (13460.890000 sec): 3 clusters
  Score: Raw -500784.269385 + Penalty 2724.244064 = -498060.025320
  nChanged 65
		SP:Iteration 20F (13461.020000 sec): 3 clusters
  Score: Raw -500818.350754 + Penalty 2724.244064 = -498094.106690
  nChanged 59
		SP:Iteration 21Q (13461.210000 sec): 3 clusters
  Score: Raw -500846.405524 + Penalty 2724.244064 = -498122.161460
  nChanged 53
		SP:Iteration 22Q (13461.350000 sec): 3 clusters
  Score: Raw -500878.914218 + Penalty 2724.244064 = -498154.670153
  nChanged 51
		SP:Iteration 23Q (13461.520000 sec): 3 clusters
  Score: Raw -500918.002079 + Penalty 2724.244064 = -498193.758014
  nChanged 71
		SP:Iteration 24Q (13461.660000 sec): 3 clusters
  Score: Raw -500977.575945 + Penalty 2724.244064 = -498253.331880
  nChanged 70
		SP:Iteration 25Q (13461.810000 sec): 3 clusters
  Score: Raw -501026.958167 + Penalty 2724.244064 = -498302.714103
  nChanged 70
		SP:Iteration 26Q (13462.000000 sec): 3 clusters
  Score: Raw -501070.469181 + Penalty 2724.244064 = -498346.225117
  nChanged 63
		SP:Iteration 27Q (13462.160000 sec): 3 clusters
  Score: Raw -501100.467533 + Penalty 2724.244064 = -498376.223469
  nChanged 45
		SP:Iteration 28Q (13462.320000 sec): 3 clusters
  Score: Raw -501123.977097 + Penalty 2724.244064 = -498399.733032
  nChanged 44
		SP:Iteration 29Q (13462.510000 sec): 3 clusters
  Score: Raw -501140.581222 + Penalty 2724.244064 = -498416.337158
  nChanged 34
		SP:Iteration 30Q (13462.660000 sec): 3 clusters
  Score: Raw -501154.037605 + Penalty 2724.244064 = -498429.793541
  nChanged 38
		SP:Iteration 31Q (13462.850000 sec): 3 clusters
  Score: Raw -501171.497229 + Penalty 2724.244064 = -498447.253165
  nChanged 41
		SP:Iteration 32Q (13463.030000 sec): 3 clusters
  Score: Raw -501185.184972 + Penalty 2724.244064 = -498460.940907
  nChanged 25
		SP:Iteration 33Q (13463.210000 sec): 3 clusters
  Score: Raw -501192.976493 + Penalty 2724.244064 = -498468.732428
  nChanged 24
		SP:Iteration 34Q (13463.400000 sec): 3 clusters
  Score: Raw -501204.426060 + Penalty 2724.244064 = -498480.181995
  nChanged 29
		SP:Iteration 35Q (13463.560000 sec): 3 clusters
  Score: Raw -501217.324981 + Penalty 2724.244064 = -498493.080917
  nChanged 32
		SP:Iteration 36Q (13463.740000 sec): 3 clusters
  Score: Raw -501232.398344 + Penalty 2724.244064 = -498508.154279
  nChanged 29
		SP:Iteration 37Q (13463.890000 sec): 3 clusters
  Score: Raw -501247.049096 + Penalty 2724.244064 = -498522.805032
  nChanged 31
		SP:Iteration 38Q (13464.070000 sec): 3 clusters
  Score: Raw -501267.813256 + Penalty 2724.244064 = -498543.569192
  nChanged 44
		SP:Iteration 39Q (13464.310000 sec): 3 clusters
  Score: Raw -501289.797424 + Penalty 2724.244064 = -498565.553360
  nChanged 40
		SP:Iteration 40F (13464.460000 sec): 3 clusters
  Score: Raw -501313.658644 + Penalty 2724.244064 = -498589.414580
  nChanged 53
		SP:Iteration 41Q (13464.670000 sec): 3 clusters
  Score: Raw -501339.352586 + Penalty 2724.244064 = -498615.108521
  nChanged 43
		SP:Iteration 42Q (13464.840000 sec): 3 clusters
  Score: Raw -501362.699285 + Penalty 2724.244064 = -498638.455221
  nChanged 49
		SP:Iteration 43Q (13465.040000 sec): 3 clusters
  Score: Raw -501396.914724 + Penalty 2724.244064 = -498672.670659
  nChanged 59
		SP:Iteration 44Q (13465.170000 sec): 3 clusters
  Score: Raw -501458.148947 + Penalty 2724.244064 = -498733.904883
  nChanged 79
		SP:Iteration 45Q (13465.380000 sec): 3 clusters
  Score: Raw -501549.119282 + Penalty 2724.244064 = -498824.875218
  nChanged 74
		SP:Iteration 46Q (13465.510000 sec): 3 clusters
  Score: Raw -501634.083589 + Penalty 2724.244064 = -498909.839525
  nChanged 65
		SP:Iteration 47Q (13465.700000 sec): 3 clusters
  Score: Raw -501720.870618 + Penalty 2724.244064 = -498996.626554
  nChanged 67
		SP:Iteration 48Q (13465.880000 sec): 3 clusters
  Score: Raw -501807.829027 + Penalty 2724.244064 = -499083.584963
  nChanged 66
		SP:Iteration 49Q (13466.050000 sec): 3 clusters
  Score: Raw -501868.525440 + Penalty 2724.244064 = -499144.281376
  nChanged 43
		SP:Iteration 50Q (13466.240000 sec): 3 clusters
  Score: Raw -501904.357844 + Penalty 2724.244064 = -499180.113780
  nChanged 26
		SP:Iteration 51Q (13466.420000 sec): 3 clusters
  Score: Raw -501918.616447 + Penalty 2724.244064 = -499194.372382
  nChanged 20
		SP:Iteration 52Q (13466.600000 sec): 3 clusters
  Score: Raw -501924.985281 + Penalty 2724.244064 = -499200.741216
  nChanged 13
		SP:Iteration 53Q (13466.770000 sec): 3 clusters
  Score: Raw -501928.844335 + Penalty 2724.244064 = -499204.600270
  nChanged 8
		SP:Iteration 54Q (13466.960000 sec): 3 clusters
  Score: Raw -501932.149799 + Penalty 2724.244064 = -499207.905734
  nChanged 11
		SP:Iteration 55Q (13467.130000 sec): 3 clusters
  Score: Raw -501936.790826 + Penalty 2724.244064 = -499212.546762
  nChanged 13
		SP:Iteration 56Q (13467.300000 sec): 3 clusters
  Score: Raw -501946.256729 + Penalty 2724.244064 = -499222.012665
  nChanged 10
		SP:Iteration 57Q (13467.470000 sec): 3 clusters
  Score: Raw -501949.743282 + Penalty 2724.244064 = -499225.499217
  nChanged 13
		SP:Iteration 58Q (13467.670000 sec): 3 clusters
  Score: Raw -501953.904374 + Penalty 2724.244064 = -499229.660309
  nChanged 8
		SP:Iteration 59Q (13467.820000 sec): 3 clusters
  Score: Raw -501956.537127 + Penalty 2724.244064 = -499232.293063
  nChanged 6
		SP:Iteration 60F (13467.970000 sec): 3 clusters
  Score: Raw -501960.677212 + Penalty 2724.244064 = -499236.433148
  nChanged 5
		SP:Iteration 61Q (13468.110000 sec): 3 clusters
  Score: Raw -501963.666065 + Penalty 2724.244064 = -499239.422001
  nChanged 5
		SP:Iteration 62Q (13468.320000 sec): 3 clusters
  Score: Raw -501965.362845 + Penalty 2724.244064 = -499241.118780
  nChanged 4
		SP:Iteration 63Q (13468.510000 sec): 3 clusters
  Score: Raw -501966.041863 + Penalty 2724.244064 = -499241.797798
  nChanged 2
		SP:Iteration 64Q (13468.690000 sec): 3 clusters
  Score: Raw -501966.506283 + Penalty 2724.244064 = -499242.262219
  nChanged 1
		SP:Iteration 65Q (13468.840000 sec): 3 clusters
  Score: Raw -501966.583667 + Penalty 2724.244064 = -499242.339602
  nChanged 1
		SP:Iteration 66Q (13468.990000 sec): 3 clusters
  Score: Raw -501966.682141 + Penalty 2724.244064 = -499242.438076
  nChanged 0
		SP:Iteration 67F (13469.180000 sec): 3 clusters
  Score: Raw -501966.682141 + Penalty 2724.244064 = -499242.438076
  nChanged 0
  Score: Raw -118903697.490708 + Penalty 162026.412706 = -118741671.078002

Splitting cluster 18 changes total score from -118740337.556007 to -118741671.078002

 So it's getting split into cluster 72.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 19 (35479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13649.930000 sec): 2 clusters
  Score: Raw -4163169.787617 + Penalty 1702.463141 = -4161467.324476
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13650.320000 sec): 3 clusters
  Score: Raw -4141160.589582 + Penalty 3404.926282 = -4137755.663300
  nChanged 16390
		SP:Iteration 1F (13650.730000 sec): 3 clusters
  Score: Raw -4151248.191406 + Penalty 3404.926282 = -4147843.265124
  nChanged 2354
		SP:Iteration 2F (13651.140000 sec): 3 clusters
  Score: Raw -4152757.297064 + Penalty 3404.926282 = -4149352.370783
  nChanged 2522
		SP:Iteration 3F (13651.500000 sec): 3 clusters
  Score: Raw -4154493.687492 + Penalty 3404.926282 = -4151088.761211
  nChanged 2502
		SP:Iteration 4F (13651.890000 sec): 3 clusters
  Score: Raw -4156104.152297 + Penalty 3404.926282 = -4152699.226015
  nChanged 2227
		SP:Iteration 5F (13652.180000 sec): 3 clusters
  Score: Raw -4157479.817063 + Penalty 3404.926282 = -4154074.890781
  nChanged 2038
		SP:Iteration 6F (13652.530000 sec): 3 clusters
  Score: Raw -4158712.857213 + Penalty 3404.926282 = -4155307.930931
  nChanged 1756
		SP:Iteration 7Q (13652.920000 sec): 3 clusters
  Score: Raw -4159648.023935 + Penalty 3404.926282 = -4156243.097653
  nChanged 1447
		SP:Iteration 8Q (13653.310000 sec): 3 clusters
  Score: Raw -4160267.351489 + Penalty 3404.926282 = -4156862.425208
  nChanged 1124
		SP:Iteration 9Q (13653.670000 sec): 3 clusters
  Score: Raw -4160668.418589 + Penalty 3404.926282 = -4157263.492307
  nChanged 835
		SP:Iteration 10Q (13654.050000 sec): 3 clusters
  Score: Raw -4160909.597181 + Penalty 3404.926282 = -4157504.670899
  nChanged 668
		SP:Iteration 11Q (13654.410000 sec): 3 clusters
  Score: Raw -4161080.758112 + Penalty 3404.926282 = -4157675.831830
  nChanged 553
		SP:Iteration 12Q (13654.820000 sec): 3 clusters
  Score: Raw -4161207.019039 + Penalty 3404.926282 = -4157802.092757
  nChanged 479
		SP:Iteration 13Q (13655.190000 sec): 3 clusters
  Score: Raw -4161302.657280 + Penalty 3404.926282 = -4157897.730998
  nChanged 384
		SP:Iteration 14Q (13655.610000 sec): 3 clusters
  Score: Raw -4161370.998466 + Penalty 3404.926282 = -4157966.072184
  nChanged 324
		SP:Iteration 15Q (13656.000000 sec): 3 clusters
  Score: Raw -4161429.438400 + Penalty 3404.926282 = -4158024.512118
  nChanged 307
		SP:Iteration 16Q (13656.420000 sec): 3 clusters
  Score: Raw -4161486.280803 + Penalty 3404.926282 = -4158081.354521
  nChanged 341
		SP:Iteration 17Q (13656.820000 sec): 3 clusters
  Score: Raw -4161541.493194 + Penalty 3404.926282 = -4158136.566913
  nChanged 315
		SP:Iteration 18Q (13657.230000 sec): 3 clusters
  Score: Raw -4161595.841624 + Penalty 3404.926282 = -4158190.915343
  nChanged 306
		SP:Iteration 19Q (13657.620000 sec): 3 clusters
  Score: Raw -4161644.412219 + Penalty 3404.926282 = -4158239.485938
  nChanged 307
		SP:Iteration 20F (13657.970000 sec): 3 clusters
  Score: Raw -4161690.204459 + Penalty 3404.926282 = -4158285.278177
  nChanged 279
		SP:Iteration 21Q (13658.360000 sec): 3 clusters
  Score: Raw -4161736.416469 + Penalty 3404.926282 = -4158331.490187
  nChanged 263
		SP:Iteration 22Q (13658.710000 sec): 3 clusters
  Score: Raw -4161776.600383 + Penalty 3404.926282 = -4158371.674102
  nChanged 270
		SP:Iteration 23Q (13659.110000 sec): 3 clusters
  Score: Raw -4161820.229029 + Penalty 3404.926282 = -4158415.302747
  nChanged 293
		SP:Iteration 24Q (13659.450000 sec): 3 clusters
  Score: Raw -4161871.587913 + Penalty 3404.926282 = -4158466.661632
  nChanged 315
		SP:Iteration 25Q (13659.870000 sec): 3 clusters
  Score: Raw -4161926.153955 + Penalty 3404.926282 = -4158521.227674
  nChanged 328
		SP:Iteration 26Q (13660.240000 sec): 3 clusters
  Score: Raw -4161986.528913 + Penalty 3404.926282 = -4158581.602632
  nChanged 355
		SP:Iteration 27Q (13660.630000 sec): 3 clusters
  Score: Raw -4162060.961393 + Penalty 3404.926282 = -4158656.035111
  nChanged 394
		SP:Iteration 28Q (13661.040000 sec): 3 clusters
  Score: Raw -4162147.870007 + Penalty 3404.926282 = -4158742.943725
  nChanged 418
		SP:Iteration 29Q (13661.450000 sec): 3 clusters
  Score: Raw -4162237.849701 + Penalty 3404.926282 = -4158832.923419
  nChanged 409
		SP:Iteration 30Q (13661.780000 sec): 3 clusters
  Score: Raw -4162326.036845 + Penalty 3404.926282 = -4158921.110564
  nChanged 385
		SP:Iteration 31Q (13662.160000 sec): 3 clusters
  Score: Raw -4162409.720354 + Penalty 3404.926282 = -4159004.794072
  nChanged 384
		SP:Iteration 32Q (13662.520000 sec): 3 clusters
  Score: Raw -4162487.811205 + Penalty 3404.926282 = -4159082.884923
  nChanged 357
		SP:Iteration 33Q (13662.910000 sec): 3 clusters
  Score: Raw -4162563.119603 + Penalty 3404.926282 = -4159158.193321
  nChanged 320
		SP:Iteration 34Q (13663.250000 sec): 3 clusters
  Score: Raw -4162636.636823 + Penalty 3404.926282 = -4159231.710542
  nChanged 355
		SP:Iteration 35Q (13663.590000 sec): 3 clusters
  Score: Raw -4162718.128703 + Penalty 3404.926282 = -4159313.202422
  nChanged 341
		SP:Iteration 36Q (13663.990000 sec): 3 clusters
  Score: Raw -4162790.723755 + Penalty 3404.926282 = -4159385.797473
  nChanged 332
		SP:Iteration 37Q (13664.340000 sec): 3 clusters
  Score: Raw -4162861.548411 + Penalty 3404.926282 = -4159456.622129
  nChanged 305
		SP:Iteration 38Q (13664.700000 sec): 3 clusters
  Score: Raw -4162922.274337 + Penalty 3404.926282 = -4159517.348055
  nChanged 291
		SP:Iteration 39Q (13665.090000 sec): 3 clusters
  Score: Raw -4162981.637137 + Penalty 3404.926282 = -4159576.710856
  nChanged 288
		SP:Iteration 40F (13665.470000 sec): 3 clusters
  Score: Raw -4163042.841261 + Penalty 3404.926282 = -4159637.914979
  nChanged 270
		SP:Iteration 41Q (13665.890000 sec): 3 clusters
  Score: Raw -4163099.708224 + Penalty 3404.926282 = -4159694.781943
  nChanged 256
		SP:Iteration 42Q (13666.220000 sec): 3 clusters
  Score: Raw -4163152.443793 + Penalty 3404.926282 = -4159747.517512
  nChanged 241
		SP:Iteration 43Q (13666.620000 sec): 3 clusters
  Score: Raw -4163205.666695 + Penalty 3404.926282 = -4159800.740413
  nChanged 239
		SP:Iteration 44Q (13666.990000 sec): 3 clusters
  Score: Raw -4163260.739809 + Penalty 3404.926282 = -4159855.813527
  nChanged 233
		SP:Iteration 45Q (13667.390000 sec): 3 clusters
  Score: Raw -4163313.915224 + Penalty 3404.926282 = -4159908.988942
  nChanged 219
		SP:Iteration 46Q (13667.760000 sec): 3 clusters
  Score: Raw -4163364.685058 + Penalty 3404.926282 = -4159959.758776
  nChanged 190
		SP:Iteration 47Q (13668.120000 sec): 3 clusters
  Score: Raw -4163410.617557 + Penalty 3404.926282 = -4160005.691276
  nChanged 210
		SP:Iteration 48Q (13668.440000 sec): 3 clusters
  Score: Raw -4163462.095357 + Penalty 3404.926282 = -4160057.169076
  nChanged 200
		SP:Iteration 49Q (13668.790000 sec): 3 clusters
  Score: Raw -4163513.384091 + Penalty 3404.926282 = -4160108.457810
  nChanged 183
		SP:Iteration 50Q (13669.200000 sec): 3 clusters
  Score: Raw -4163562.102399 + Penalty 3404.926282 = -4160157.176118
  nChanged 195
		SP:Iteration 51Q (13669.550000 sec): 3 clusters
  Score: Raw -4163616.596924 + Penalty 3404.926282 = -4160211.670643
  nChanged 177
		SP:Iteration 52Q (13669.950000 sec): 3 clusters
  Score: Raw -4163667.053683 + Penalty 3404.926282 = -4160262.127401
  nChanged 170
		SP:Iteration 53Q (13670.280000 sec): 3 clusters
  Score: Raw -4163712.890799 + Penalty 3404.926282 = -4160307.964518
  nChanged 149
		SP:Iteration 54Q (13670.700000 sec): 3 clusters
  Score: Raw -4163755.270566 + Penalty 3404.926282 = -4160350.344284
  nChanged 135
		SP:Iteration 55Q (13671.010000 sec): 3 clusters
  Score: Raw -4163796.964903 + Penalty 3404.926282 = -4160392.038621
  nChanged 128
		SP:Iteration 56Q (13671.310000 sec): 3 clusters
  Score: Raw -4163841.633246 + Penalty 3404.926282 = -4160436.706965
  nChanged 126
		SP:Iteration 57Q (13671.700000 sec): 3 clusters
  Score: Raw -4163892.634586 + Penalty 3404.926282 = -4160487.708304
  nChanged 117
		SP:Iteration 58Q (13672.060000 sec): 3 clusters
  Score: Raw -4163956.664423 + Penalty 3404.926282 = -4160551.738141
  nChanged 137
		SP:Iteration 59Q (13672.380000 sec): 3 clusters
  Score: Raw -4164021.511399 + Penalty 3404.926282 = -4160616.585118
  nChanged 141
		SP:Iteration 60F (13672.720000 sec): 3 clusters
  Score: Raw -4164079.124126 + Penalty 3404.926282 = -4160674.197844
  nChanged 124
		SP:Iteration 61Q (13673.100000 sec): 3 clusters
  Score: Raw -4164122.107751 + Penalty 3404.926282 = -4160717.181469
  nChanged 104
		SP:Iteration 62Q (13673.460000 sec): 3 clusters
  Score: Raw -4164150.125834 + Penalty 3404.926282 = -4160745.199552
  nChanged 83
		SP:Iteration 63Q (13673.730000 sec): 3 clusters
  Score: Raw -4164168.888398 + Penalty 3404.926282 = -4160763.962116
  nChanged 63
		SP:Iteration 64Q (13674.100000 sec): 3 clusters
  Score: Raw -4164179.956432 + Penalty 3404.926282 = -4160775.030150
  nChanged 52
		SP:Iteration 65Q (13674.450000 sec): 3 clusters
  Score: Raw -4164188.928209 + Penalty 3404.926282 = -4160784.001928
  nChanged 33
		SP:Iteration 66Q (13674.830000 sec): 3 clusters
  Score: Raw -4164194.391146 + Penalty 3404.926282 = -4160789.464864
  nChanged 33
		SP:Iteration 67Q (13675.240000 sec): 3 clusters
  Score: Raw -4164200.302198 + Penalty 3404.926282 = -4160795.375916
  nChanged 38
		SP:Iteration 68Q (13675.540000 sec): 3 clusters
  Score: Raw -4164209.484741 + Penalty 3404.926282 = -4160804.558460
  nChanged 35
		SP:Iteration 69Q (13675.860000 sec): 3 clusters
  Score: Raw -4164217.015479 + Penalty 3404.926282 = -4160812.089198
  nChanged 34
		SP:Iteration 70Q (13676.160000 sec): 3 clusters
  Score: Raw -4164225.233161 + Penalty 3404.926282 = -4160820.306879
  nChanged 45
		SP:Iteration 71Q (13676.480000 sec): 3 clusters
  Score: Raw -4164236.877241 + Penalty 3404.926282 = -4160831.950959
  nChanged 39
		SP:Iteration 72Q (13676.830000 sec): 3 clusters
  Score: Raw -4164246.687879 + Penalty 3404.926282 = -4160841.761598
  nChanged 44
		SP:Iteration 73Q (13677.220000 sec): 3 clusters
  Score: Raw -4164257.478013 + Penalty 3404.926282 = -4160852.551731
  nChanged 53
		SP:Iteration 74Q (13677.510000 sec): 3 clusters
  Score: Raw -4164268.140244 + Penalty 3404.926282 = -4160863.213962
  nChanged 45
		SP:Iteration 75Q (13677.850000 sec): 3 clusters
  Score: Raw -4164276.669463 + Penalty 3404.926282 = -4160871.743182
  nChanged 30
		SP:Iteration 76Q (13678.310000 sec): 3 clusters
  Score: Raw -4164282.185889 + Penalty 3404.926282 = -4160877.259607
  nChanged 27
		SP:Iteration 77Q (13678.670000 sec): 3 clusters
  Score: Raw -4164285.512449 + Penalty 3404.926282 = -4160880.586167
  nChanged 15
		SP:Iteration 78Q (13679.030000 sec): 3 clusters
  Score: Raw -4164287.888221 + Penalty 3404.926282 = -4160882.961939
  nChanged 18
		SP:Iteration 79Q (13679.370000 sec): 3 clusters
  Score: Raw -4164290.573643 + Penalty 3404.926282 = -4160885.647361
  nChanged 18
		SP:Iteration 80F (13679.700000 sec): 3 clusters
  Score: Raw -4164293.842806 + Penalty 3404.926282 = -4160888.916525
  nChanged 17
		SP:Iteration 81Q (13680.070000 sec): 3 clusters
  Score: Raw -4164296.741193 + Penalty 3404.926282 = -4160891.814911
  nChanged 14
		SP:Iteration 82Q (13680.460000 sec): 3 clusters
  Score: Raw -4164298.742635 + Penalty 3404.926282 = -4160893.816354
  nChanged 9
		SP:Iteration 83Q (13680.800000 sec): 3 clusters
  Score: Raw -4164299.582152 + Penalty 3404.926282 = -4160894.655870
  nChanged 4
		SP:Iteration 84Q (13681.150000 sec): 3 clusters
  Score: Raw -4164300.028240 + Penalty 3404.926282 = -4160895.101959
  nChanged 5
		SP:Iteration 85Q (13681.480000 sec): 3 clusters
  Score: Raw -4164300.602336 + Penalty 3404.926282 = -4160895.676054
  nChanged 3
		SP:Iteration 86Q (13681.880000 sec): 3 clusters
  Score: Raw -4164301.052120 + Penalty 3404.926282 = -4160896.125839
  nChanged 3
		SP:Iteration 87Q (13682.220000 sec): 3 clusters
  Score: Raw -4164301.282062 + Penalty 3404.926282 = -4160896.355780
  nChanged 1
		SP:Iteration 88Q (13682.540000 sec): 3 clusters
  Score: Raw -4164301.404539 + Penalty 3404.926282 = -4160896.478257
  nChanged 3
		SP:Iteration 89Q (13682.870000 sec): 3 clusters
  Score: Raw -4164301.649005 + Penalty 3404.926282 = -4160896.722723
  nChanged 0
		SP:Iteration 90F (13683.280000 sec): 3 clusters
  Score: Raw -4164301.649005 + Penalty 3404.926282 = -4160896.722723
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 20 (5179 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13683.430000 sec): 2 clusters
  Score: Raw -600832.439876 + Penalty 1389.759681 = -599442.680196
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13683.620000 sec): 3 clusters
  Score: Raw -598160.325088 + Penalty 2779.519362 = -595380.805726
  nChanged 2128
		SP:Iteration 1F (13683.740000 sec): 3 clusters
  Score: Raw -599406.926766 + Penalty 2779.519362 = -596627.407405
  nChanged 419
		SP:Iteration 2F (13683.830000 sec): 3 clusters
  Score: Raw -599700.339453 + Penalty 2779.519362 = -596920.820091
  nChanged 370
		SP:Iteration 3F (13683.910000 sec): 3 clusters
  Score: Raw -600069.857060 + Penalty 2779.519362 = -597290.337699
  nChanged 430
		SP:Iteration 4F (13684.060000 sec): 3 clusters
  Score: Raw -600703.104941 + Penalty 2779.519362 = -597923.585579
  nChanged 569
		SP:Iteration 5F (13684.280000 sec): 3 clusters
  Score: Raw -601595.835482 + Penalty 2779.519362 = -598816.316121
  nChanged 563
		SP:Iteration 6F (13684.460000 sec): 3 clusters
  Score: Raw -602387.488904 + Penalty 2779.519362 = -599607.969543
  nChanged 405
		SP:Iteration 7F (13684.670000 sec): 3 clusters
  Score: Raw -602854.475162 + Penalty 2779.519362 = -600074.955800
  nChanged 214
		SP:Iteration 8Q (13684.870000 sec): 3 clusters
  Score: Raw -603025.202017 + Penalty 2779.519362 = -600245.682656
  nChanged 125
		SP:Iteration 9Q (13685.090000 sec): 3 clusters
  Score: Raw -603108.449265 + Penalty 2779.519362 = -600328.929904
  nChanged 86
		SP:Iteration 10Q (13685.270000 sec): 3 clusters
  Score: Raw -603154.484603 + Penalty 2779.519362 = -600374.965241
  nChanged 70
		SP:Iteration 11Q (13685.380000 sec): 3 clusters
  Score: Raw -603184.968333 + Penalty 2779.519362 = -600405.448972
  nChanged 37
		SP:Iteration 12Q (13685.590000 sec): 3 clusters
  Score: Raw -603200.450885 + Penalty 2779.519362 = -600420.931523
  nChanged 29
		SP:Iteration 13Q (13685.760000 sec): 3 clusters
  Score: Raw -603210.623130 + Penalty 2779.519362 = -600431.103769
  nChanged 14
		SP:Iteration 14Q (13685.990000 sec): 3 clusters
  Score: Raw -603214.863832 + Penalty 2779.519362 = -600435.344470
  nChanged 10
		SP:Iteration 15Q (13686.140000 sec): 3 clusters
  Score: Raw -603217.703333 + Penalty 2779.519362 = -600438.183971
  nChanged 7
		SP:Iteration 16Q (13686.340000 sec): 3 clusters
  Score: Raw -603219.844295 + Penalty 2779.519362 = -600440.324933
  nChanged 3
		SP:Iteration 17Q (13686.540000 sec): 3 clusters
  Score: Raw -603221.014882 + Penalty 2779.519362 = -600441.495520
  nChanged 4
		SP:Iteration 18Q (13686.750000 sec): 3 clusters
  Score: Raw -603222.026378 + Penalty 2779.519362 = -600442.507016
  nChanged 2
		SP:Iteration 19Q (13686.920000 sec): 3 clusters
  Score: Raw -603222.153999 + Penalty 2779.519362 = -600442.634637
  nChanged 0
		SP:Iteration 20F (13687.150000 sec): 3 clusters
  Score: Raw -603222.153999 + Penalty 2779.519362 = -600442.634637
  nChanged 0
  Score: Raw -118906087.204830 + Penalty 164276.779549 = -118741810.425281

Splitting cluster 20 changes total score from -118740337.556007 to -118741810.425281

 So it's getting split into cluster 73.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 21 (157372 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13883.690000 sec): 2 clusters
  Score: Raw -18538705.001430 + Penalty 1944.534753 = -18536760.466677
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13884.740000 sec): 3 clusters
  Score: Raw -18435198.059729 + Penalty 3889.069505 = -18431308.990223
  nChanged 75776
		SP:Iteration 1F (13885.980000 sec): 3 clusters
  Score: Raw -18480407.628863 + Penalty 3889.069505 = -18476518.559357
  nChanged 5837
		SP:Iteration 2Q (13887.450000 sec): 3 clusters
  Score: Raw -18482348.939369 + Penalty 3889.069505 = -18478459.869864
  nChanged 6562
		SP:Iteration 3Q (13888.790000 sec): 3 clusters
  Score: Raw -18484933.373576 + Penalty 3889.069505 = -18481044.304071
  nChanged 7353
		SP:Iteration 4Q (13889.980000 sec): 3 clusters
  Score: Raw -18488125.298761 + Penalty 3889.069505 = -18484236.229256
  nChanged 8184
		SP:Iteration 5F (13891.450000 sec): 3 clusters
  Score: Raw -18492056.281012 + Penalty 3889.069505 = -18488167.211507
  nChanged 8736
		SP:Iteration 6F (13892.450000 sec): 3 clusters
  Score: Raw -18496777.944862 + Penalty 3889.069505 = -18492888.875357
  nChanged 9037
		SP:Iteration 7F (13893.820000 sec): 3 clusters
  Score: Raw -18502476.589038 + Penalty 3889.069505 = -18498587.519532
  nChanged 9074
		SP:Iteration 8F (13895.300000 sec): 3 clusters
  Score: Raw -18508538.393002 + Penalty 3889.069505 = -18504649.323497
  nChanged 8204
		SP:Iteration 9F (13896.270000 sec): 3 clusters
  Score: Raw -18513521.876592 + Penalty 3889.069505 = -18509632.807087
  nChanged 6516
		SP:Iteration 10Q (13897.710000 sec): 3 clusters
  Score: Raw -18516694.233789 + Penalty 3889.069505 = -18512805.164284
  nChanged 4865
		SP:Iteration 11Q (13899.030000 sec): 3 clusters
  Score: Raw -18518632.019954 + Penalty 3889.069505 = -18514742.950449
  nChanged 3807
		SP:Iteration 12Q (13900.290000 sec): 3 clusters
  Score: Raw -18519987.439744 + Penalty 3889.069505 = -18516098.370239
  nChanged 3095
		SP:Iteration 13Q (13901.770000 sec): 3 clusters
  Score: Raw -18521058.903898 + Penalty 3889.069505 = -18517169.834393
  nChanged 2950
		SP:Iteration 14Q (13902.790000 sec): 3 clusters
  Score: Raw -18522108.120285 + Penalty 3889.069505 = -18518219.050779
  nChanged 2926
		SP:Iteration 15Q (13904.070000 sec): 3 clusters
  Score: Raw -18523173.341267 + Penalty 3889.069505 = -18519284.271762
  nChanged 2928
		SP:Iteration 16Q (13905.240000 sec): 3 clusters
  Score: Raw -18524280.214692 + Penalty 3889.069505 = -18520391.145187
  nChanged 2905
		SP:Iteration 17Q (13906.550000 sec): 3 clusters
  Score: Raw -18525420.181940 + Penalty 3889.069505 = -18521531.112435
  nChanged 2826
		SP:Iteration 18Q (13907.900000 sec): 3 clusters
  Score: Raw -18526571.413255 + Penalty 3889.069505 = -18522682.343749
  nChanged 2734
		SP:Iteration 19Q (13908.870000 sec): 3 clusters
  Score: Raw -18527752.263957 + Penalty 3889.069505 = -18523863.194452
  nChanged 2645
		SP:Iteration 20F (13910.330000 sec): 3 clusters
  Score: Raw -18528945.449816 + Penalty 3889.069505 = -18525056.380311
  nChanged 2371
		SP:Iteration 21Q (13911.610000 sec): 3 clusters
  Score: Raw -18530065.545690 + Penalty 3889.069505 = -18526176.476185
  nChanged 2214
		SP:Iteration 22Q (13912.680000 sec): 3 clusters
  Score: Raw -18531116.547519 + Penalty 3889.069505 = -18527227.478014
  nChanged 1964
		SP:Iteration 23Q (13913.960000 sec): 3 clusters
  Score: Raw -18532058.719809 + Penalty 3889.069505 = -18528169.650304
  nChanged 1754
		SP:Iteration 24Q (13915.310000 sec): 3 clusters
  Score: Raw -18532895.433570 + Penalty 3889.069505 = -18529006.364065
  nChanged 1534
		SP:Iteration 25Q (13916.320000 sec): 3 clusters
  Score: Raw -18533589.772710 + Penalty 3889.069505 = -18529700.703204
  nChanged 1391
		SP:Iteration 26Q (13917.680000 sec): 3 clusters
  Score: Raw -18534256.252033 + Penalty 3889.069505 = -18530367.182528
  nChanged 1212
		SP:Iteration 27Q (13918.980000 sec): 3 clusters
  Score: Raw -18534840.123440 + Penalty 3889.069505 = -18530951.053935
  nChanged 1055
		SP:Iteration 28Q (13920.200000 sec): 3 clusters
  Score: Raw -18535352.030153 + Penalty 3889.069505 = -18531462.960648
  nChanged 932
		SP:Iteration 29Q (13921.550000 sec): 3 clusters
  Score: Raw -18535789.729370 + Penalty 3889.069505 = -18531900.659865
  nChanged 854
		SP:Iteration 30Q (13922.470000 sec): 3 clusters
  Score: Raw -18536216.832255 + Penalty 3889.069505 = -18532327.762750
  nChanged 752
		SP:Iteration 31Q (13923.770000 sec): 3 clusters
  Score: Raw -18536617.662207 + Penalty 3889.069505 = -18532728.592702
  nChanged 646
		SP:Iteration 32Q (13924.930000 sec): 3 clusters
  Score: Raw -18536982.762327 + Penalty 3889.069505 = -18533093.692821
  nChanged 584
		SP:Iteration 33Q (13926.190000 sec): 3 clusters
  Score: Raw -18537320.580330 + Penalty 3889.069505 = -18533431.510824
  nChanged 513
		SP:Iteration 34Q (13927.570000 sec): 3 clusters
  Score: Raw -18537606.646834 + Penalty 3889.069505 = -18533717.577328
  nChanged 471
		SP:Iteration 35Q (13928.480000 sec): 3 clusters
  Score: Raw -18537847.059531 + Penalty 3889.069505 = -18533957.990026
  nChanged 389
		SP:Iteration 36Q (13929.820000 sec): 3 clusters
  Score: Raw -18538020.174848 + Penalty 3889.069505 = -18534131.105342
  nChanged 355
		SP:Iteration 37Q (13931.130000 sec): 3 clusters
  Score: Raw -18538173.459580 + Penalty 3889.069505 = -18534284.390075
  nChanged 325
		SP:Iteration 38Q (13932.090000 sec): 3 clusters
  Score: Raw -18538319.712342 + Penalty 3889.069505 = -18534430.642837
  nChanged 293
		SP:Iteration 39Q (13933.470000 sec): 3 clusters
  Score: Raw -18538444.918502 + Penalty 3889.069505 = -18534555.848997
  nChanged 266
		SP:Iteration 40F (13934.610000 sec): 3 clusters
  Score: Raw -18538557.980522 + Penalty 3889.069505 = -18534668.911016
  nChanged 239
		SP:Iteration 41Q (13935.840000 sec): 3 clusters
  Score: Raw -18538664.042070 + Penalty 3889.069505 = -18534774.972565
  nChanged 234
		SP:Iteration 42Q (13937.140000 sec): 3 clusters
  Score: Raw -18538776.892334 + Penalty 3889.069505 = -18534887.822829
  nChanged 228
		SP:Iteration 43Q (13938.400000 sec): 3 clusters
  Score: Raw -18538877.296992 + Penalty 3889.069505 = -18534988.227487
  nChanged 183
		SP:Iteration 44Q (13939.550000 sec): 3 clusters
  Score: Raw -18538947.722586 + Penalty 3889.069505 = -18535058.653081
  nChanged 154
		SP:Iteration 45Q (13940.930000 sec): 3 clusters
  Score: Raw -18538996.919768 + Penalty 3889.069505 = -18535107.850262
  nChanged 118
		SP:Iteration 46Q (13941.930000 sec): 3 clusters
  Score: Raw -18539030.332044 + Penalty 3889.069505 = -18535141.262539
  nChanged 84
		SP:Iteration 47Q (13943.230000 sec): 3 clusters
  Score: Raw -18539053.551736 + Penalty 3889.069505 = -18535164.482231
  nChanged 94
		SP:Iteration 48Q (13944.640000 sec): 3 clusters
  Score: Raw -18539078.751746 + Penalty 3889.069505 = -18535189.682241
  nChanged 65
		SP:Iteration 49Q (13945.630000 sec): 3 clusters
  Score: Raw -18539092.925927 + Penalty 3889.069505 = -18535203.856422
  nChanged 51
		SP:Iteration 50Q (13946.960000 sec): 3 clusters
  Score: Raw -18539103.347197 + Penalty 3889.069505 = -18535214.277692
  nChanged 44
		SP:Iteration 51Q (13948.270000 sec): 3 clusters
  Score: Raw -18539114.946531 + Penalty 3889.069505 = -18535225.877026
  nChanged 50
		SP:Iteration 52Q (13949.320000 sec): 3 clusters
  Score: Raw -18539128.486773 + Penalty 3889.069505 = -18535239.417268
  nChanged 49
		SP:Iteration 53Q (13950.670000 sec): 3 clusters
  Score: Raw -18539139.111981 + Penalty 3889.069505 = -18535250.042476
  nChanged 35
		SP:Iteration 54Q (13951.750000 sec): 3 clusters
  Score: Raw -18539147.275839 + Penalty 3889.069505 = -18535258.206334
  nChanged 34
		SP:Iteration 55Q (13953.040000 sec): 3 clusters
  Score: Raw -18539155.096255 + Penalty 3889.069505 = -18535266.026750
  nChanged 35
		SP:Iteration 56Q (13954.420000 sec): 3 clusters
  Score: Raw -18539162.536616 + Penalty 3889.069505 = -18535273.467111
  nChanged 25
		SP:Iteration 57Q (13955.430000 sec): 3 clusters
  Score: Raw -18539168.937755 + Penalty 3889.069505 = -18535279.868249
  nChanged 18
		SP:Iteration 58Q (13956.750000 sec): 3 clusters
  Score: Raw -18539173.362753 + Penalty 3889.069505 = -18535284.293248
  nChanged 19
		SP:Iteration 59Q (13957.850000 sec): 3 clusters
  Score: Raw -18539177.161224 + Penalty 3889.069505 = -18535288.091719
  nChanged 22
		SP:Iteration 60F (13959.320000 sec): 3 clusters
  Score: Raw -18539181.555872 + Penalty 3889.069505 = -18535292.486367
  nChanged 19
		SP:Iteration 61Q (13960.630000 sec): 3 clusters
  Score: Raw -18539185.544833 + Penalty 3889.069505 = -18535296.475328
  nChanged 16
		SP:Iteration 62Q (13961.560000 sec): 3 clusters
  Score: Raw -18539188.506662 + Penalty 3889.069505 = -18535299.437157
  nChanged 7
		SP:Iteration 63Q (13962.960000 sec): 3 clusters
  Score: Raw -18539189.708001 + Penalty 3889.069505 = -18535300.638496
  nChanged 8
		SP:Iteration 64Q (13964.320000 sec): 3 clusters
  Score: Raw -18539191.014333 + Penalty 3889.069505 = -18535301.944828
  nChanged 12
		SP:Iteration 65Q (13965.320000 sec): 3 clusters
  Score: Raw -18539193.233286 + Penalty 3889.069505 = -18535304.163780
  nChanged 11
		SP:Iteration 66Q (13966.630000 sec): 3 clusters
  Score: Raw -18539195.430031 + Penalty 3889.069505 = -18535306.360526
  nChanged 10
		SP:Iteration 67Q (13967.720000 sec): 3 clusters
  Score: Raw -18539197.119816 + Penalty 3889.069505 = -18535308.050310
  nChanged 10
		SP:Iteration 68Q (13969.050000 sec): 3 clusters
  Score: Raw -18539198.934266 + Penalty 3889.069505 = -18535309.864760
  nChanged 13
		SP:Iteration 69Q (13970.430000 sec): 3 clusters
  Score: Raw -18539201.261134 + Penalty 3889.069505 = -18535312.191628
  nChanged 13
		SP:Iteration 70Q (13971.440000 sec): 3 clusters
  Score: Raw -18539203.390092 + Penalty 3889.069505 = -18535314.320586
  nChanged 5
		SP:Iteration 71Q (13972.710000 sec): 3 clusters
  Score: Raw -18539204.475852 + Penalty 3889.069505 = -18535315.406346
  nChanged 6
		SP:Iteration 72Q (13973.920000 sec): 3 clusters
  Score: Raw -18539205.430291 + Penalty 3889.069505 = -18535316.360786
  nChanged 5
		SP:Iteration 73Q (13975.020000 sec): 3 clusters
  Score: Raw -18539206.384112 + Penalty 3889.069505 = -18535317.314607
  nChanged 3
		SP:Iteration 74Q (13976.360000 sec): 3 clusters
  Score: Raw -18539207.140985 + Penalty 3889.069505 = -18535318.071480
  nChanged 10
		SP:Iteration 75Q (13977.360000 sec): 3 clusters
  Score: Raw -18539208.683674 + Penalty 3889.069505 = -18535319.614169
  nChanged 3
		SP:Iteration 76Q (13978.580000 sec): 3 clusters
  Score: Raw -18539209.044500 + Penalty 3889.069505 = -18535319.974994
  nChanged 1
		SP:Iteration 77Q (13979.940000 sec): 3 clusters
  Score: Raw -18539209.277222 + Penalty 3889.069505 = -18535320.207717
  nChanged 0
		SP:Iteration 78F (13980.940000 sec): 3 clusters
  Score: Raw -18539209.277222 + Penalty 3889.069505 = -18535320.207717
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 22 (8250 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13981.120000 sec): 2 clusters
  Score: Raw -1012231.070847 + Penalty 1465.419878 = -1010765.650969
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13981.350000 sec): 3 clusters
  Score: Raw -1007610.569885 + Penalty 2930.839756 = -1004679.730130
  nChanged 3512
		SP:Iteration 1F (13981.580000 sec): 3 clusters
  Score: Raw -1009586.171172 + Penalty 2930.839756 = -1006655.331416
  nChanged 557
		SP:Iteration 2F (13981.790000 sec): 3 clusters
  Score: Raw -1009904.021176 + Penalty 2930.839756 = -1006973.181420
  nChanged 468
		SP:Iteration 3F (13981.980000 sec): 3 clusters
  Score: Raw -1010203.663387 + Penalty 2930.839756 = -1007272.823632
  nChanged 422
		SP:Iteration 4F (13982.210000 sec): 3 clusters
  Score: Raw -1010465.565270 + Penalty 2930.839756 = -1007534.725514
  nChanged 398
		SP:Iteration 5Q (13982.440000 sec): 3 clusters
  Score: Raw -1010723.323703 + Penalty 2930.839756 = -1007792.483947
  nChanged 413
		SP:Iteration 6F (13982.650000 sec): 3 clusters
  Score: Raw -1010969.191061 + Penalty 2930.839756 = -1008038.351305
  nChanged 448
		SP:Iteration 7F (13982.840000 sec): 3 clusters
  Score: Raw -1011251.948044 + Penalty 2930.839756 = -1008321.108288
  nChanged 445
		SP:Iteration 8F (13983.010000 sec): 3 clusters
  Score: Raw -1011528.129096 + Penalty 2930.839756 = -1008597.289340
  nChanged 440
		SP:Iteration 9F (13983.210000 sec): 3 clusters
  Score: Raw -1011826.800206 + Penalty 2930.839756 = -1008895.960450
  nChanged 463
		SP:Iteration 10F (13983.420000 sec): 3 clusters
  Score: Raw -1012124.287498 + Penalty 2930.839756 = -1009193.447742
  nChanged 398
		SP:Iteration 11Q (13983.610000 sec): 3 clusters
  Score: Raw -1012361.561544 + Penalty 2930.839756 = -1009430.721788
  nChanged 299
		SP:Iteration 12Q (13983.900000 sec): 3 clusters
  Score: Raw -1012527.331198 + Penalty 2930.839756 = -1009596.491443
  nChanged 239
		SP:Iteration 13Q (13984.060000 sec): 3 clusters
  Score: Raw -1012644.122153 + Penalty 2930.839756 = -1009713.282397
  nChanged 214
		SP:Iteration 14Q (13984.340000 sec): 3 clusters
  Score: Raw -1012753.558499 + Penalty 2930.839756 = -1009822.718744
  nChanged 181
		SP:Iteration 15Q (13984.560000 sec): 3 clusters
  Score: Raw -1012841.950494 + Penalty 2930.839756 = -1009911.110738
  nChanged 146
		SP:Iteration 16Q (13984.770000 sec): 3 clusters
  Score: Raw -1012923.402568 + Penalty 2930.839756 = -1009992.562813
  nChanged 123
		SP:Iteration 17Q (13985.010000 sec): 3 clusters
  Score: Raw -1012989.946677 + Penalty 2930.839756 = -1010059.106921
  nChanged 116
		SP:Iteration 18Q (13985.310000 sec): 3 clusters
  Score: Raw -1013049.452923 + Penalty 2930.839756 = -1010118.613168
  nChanged 94
		SP:Iteration 19Q (13985.500000 sec): 3 clusters
  Score: Raw -1013093.493484 + Penalty 2930.839756 = -1010162.653729
  nChanged 84
		SP:Iteration 20F (13985.750000 sec): 3 clusters
  Score: Raw -1013135.515932 + Penalty 2930.839756 = -1010204.676177
  nChanged 86
		SP:Iteration 21Q (13985.990000 sec): 3 clusters
  Score: Raw -1013173.666304 + Penalty 2930.839756 = -1010242.826549
  nChanged 63
		SP:Iteration 22Q (13986.230000 sec): 3 clusters
  Score: Raw -1013194.652514 + Penalty 2930.839756 = -1010263.812758
  nChanged 40
		SP:Iteration 23Q (13986.450000 sec): 3 clusters
  Score: Raw -1013205.773204 + Penalty 2930.839756 = -1010274.933448
  nChanged 21
		SP:Iteration 24Q (13986.650000 sec): 3 clusters
  Score: Raw -1013211.664677 + Penalty 2930.839756 = -1010280.824921
  nChanged 21
		SP:Iteration 25Q (13986.840000 sec): 3 clusters
  Score: Raw -1013216.969199 + Penalty 2930.839756 = -1010286.129444
  nChanged 18
		SP:Iteration 26Q (13986.950000 sec): 3 clusters
  Score: Raw -1013220.657241 + Penalty 2930.839756 = -1010289.817485
  nChanged 23
		SP:Iteration 27Q (13987.200000 sec): 3 clusters
  Score: Raw -1013224.453563 + Penalty 2930.839756 = -1010293.613807
  nChanged 8
		SP:Iteration 28Q (13987.390000 sec): 3 clusters
  Score: Raw -1013225.863729 + Penalty 2930.839756 = -1010295.023974
  nChanged 5
		SP:Iteration 29Q (13987.620000 sec): 3 clusters
  Score: Raw -1013227.209396 + Penalty 2930.839756 = -1010296.369640
  nChanged 4
		SP:Iteration 30Q (13987.850000 sec): 3 clusters
  Score: Raw -1013227.553773 + Penalty 2930.839756 = -1010296.714017
  nChanged 3
		SP:Iteration 31Q (13988.090000 sec): 3 clusters
  Score: Raw -1013227.945413 + Penalty 2930.839756 = -1010297.105657
  nChanged 1
		SP:Iteration 32Q (13988.310000 sec): 3 clusters
  Score: Raw -1013228.061224 + Penalty 2930.839756 = -1010297.221468
  nChanged 0
		SP:Iteration 33F (13988.560000 sec): 3 clusters
  Score: Raw -1013228.061224 + Penalty 2930.839756 = -1010297.221468
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 23 (13440 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13988.750000 sec): 2 clusters
  Score: Raw -1581294.870191 + Penalty 1544.723475 = -1579750.146716
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13989.020000 sec): 3 clusters
  Score: Raw -1573521.164140 + Penalty 3089.446950 = -1570431.717191
  nChanged 5946
		SP:Iteration 1F (13989.280000 sec): 3 clusters
  Score: Raw -1577058.687002 + Penalty 3089.446950 = -1573969.240052
  nChanged 878
		SP:Iteration 2F (13989.570000 sec): 3 clusters
  Score: Raw -1577512.554637 + Penalty 3089.446950 = -1574423.107687
  nChanged 784
		SP:Iteration 3F (13989.820000 sec): 3 clusters
  Score: Raw -1577941.452768 + Penalty 3089.446950 = -1574852.005819
  nChanged 746
		SP:Iteration 4F (13990.040000 sec): 3 clusters
  Score: Raw -1578351.449382 + Penalty 3089.446950 = -1575262.002433
  nChanged 693
		SP:Iteration 5F (13990.320000 sec): 3 clusters
  Score: Raw -1578737.780659 + Penalty 3089.446950 = -1575648.333709
  nChanged 695
		SP:Iteration 6F (13990.630000 sec): 3 clusters
  Score: Raw -1579140.813631 + Penalty 3089.446950 = -1576051.366681
  nChanged 719
		SP:Iteration 7F (13990.940000 sec): 3 clusters
  Score: Raw -1579593.213394 + Penalty 3089.446950 = -1576503.766444
  nChanged 733
		SP:Iteration 8F (13991.230000 sec): 3 clusters
  Score: Raw -1580069.508049 + Penalty 3089.446950 = -1576980.061099
  nChanged 680
		SP:Iteration 9F (13991.500000 sec): 3 clusters
  Score: Raw -1580516.174289 + Penalty 3089.446950 = -1577426.727339
  nChanged 614
		SP:Iteration 10Q (13991.800000 sec): 3 clusters
  Score: Raw -1580900.067835 + Penalty 3089.446950 = -1577810.620886
  nChanged 495
		SP:Iteration 11Q (13992.110000 sec): 3 clusters
  Score: Raw -1581213.670705 + Penalty 3089.446950 = -1578124.223756
  nChanged 382
		SP:Iteration 12Q (13992.320000 sec): 3 clusters
  Score: Raw -1581437.945595 + Penalty 3089.446950 = -1578348.498646
  nChanged 297
		SP:Iteration 13Q (13992.540000 sec): 3 clusters
  Score: Raw -1581589.474368 + Penalty 3089.446950 = -1578500.027418
  nChanged 221
		SP:Iteration 14Q (13992.780000 sec): 3 clusters
  Score: Raw -1581702.520435 + Penalty 3089.446950 = -1578613.073486
  nChanged 161
		SP:Iteration 15Q (13992.980000 sec): 3 clusters
  Score: Raw -1581782.430565 + Penalty 3089.446950 = -1578692.983616
  nChanged 125
		SP:Iteration 16Q (13993.210000 sec): 3 clusters
  Score: Raw -1581841.999887 + Penalty 3089.446950 = -1578752.552938
  nChanged 103
		SP:Iteration 17Q (13993.410000 sec): 3 clusters
  Score: Raw -1581891.002404 + Penalty 3089.446950 = -1578801.555454
  nChanged 73
		SP:Iteration 18Q (13993.660000 sec): 3 clusters
  Score: Raw -1581924.053315 + Penalty 3089.446950 = -1578834.606365
  nChanged 48
		SP:Iteration 19Q (13993.920000 sec): 3 clusters
  Score: Raw -1581943.458396 + Penalty 3089.446950 = -1578854.011446
  nChanged 43
		SP:Iteration 20F (13994.170000 sec): 3 clusters
  Score: Raw -1581958.573161 + Penalty 3089.446950 = -1578869.126212
  nChanged 32
		SP:Iteration 21Q (13994.440000 sec): 3 clusters
  Score: Raw -1581968.978851 + Penalty 3089.446950 = -1578879.531902
  nChanged 30
		SP:Iteration 22Q (13994.720000 sec): 3 clusters
  Score: Raw -1581979.326551 + Penalty 3089.446950 = -1578889.879601
  nChanged 24
		SP:Iteration 23Q (13995.020000 sec): 3 clusters
  Score: Raw -1581987.000630 + Penalty 3089.446950 = -1578897.553680
  nChanged 24
		SP:Iteration 24Q (13995.280000 sec): 3 clusters
  Score: Raw -1581993.237599 + Penalty 3089.446950 = -1578903.790649
  nChanged 11
		SP:Iteration 25Q (13995.550000 sec): 3 clusters
  Score: Raw -1581995.855102 + Penalty 3089.446950 = -1578906.408153
  nChanged 4
		SP:Iteration 26Q (13995.840000 sec): 3 clusters
  Score: Raw -1581996.438551 + Penalty 3089.446950 = -1578906.991601
  nChanged 3
		SP:Iteration 27Q (13996.120000 sec): 3 clusters
  Score: Raw -1581996.651683 + Penalty 3089.446950 = -1578907.204733
  nChanged 3
		SP:Iteration 28Q (13996.380000 sec): 3 clusters
  Score: Raw -1581997.493495 + Penalty 3089.446950 = -1578908.046545
  nChanged 3
		SP:Iteration 29Q (13996.670000 sec): 3 clusters
  Score: Raw -1581998.237713 + Penalty 3089.446950 = -1578908.790764
  nChanged 2
		SP:Iteration 30Q (13996.940000 sec): 3 clusters
  Score: Raw -1581998.614231 + Penalty 3089.446950 = -1578909.167281
  nChanged 1
		SP:Iteration 31Q (13997.240000 sec): 3 clusters
  Score: Raw -1581998.789216 + Penalty 3089.446950 = -1578909.342266
  nChanged 0
		SP:Iteration 32F (13997.540000 sec): 3 clusters
  Score: Raw -1581998.789216 + Penalty 3089.446950 = -1578909.342266
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 24 (361 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13997.600000 sec): 2 clusters
  Score: Raw -41630.994370 + Penalty 956.942668 = -40674.051702
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13997.780000 sec): 3 clusters
  Score: Raw -41748.728709 + Penalty 1913.885336 = -39834.843373
  nChanged 76
		SP:Iteration 1F (13997.950000 sec): 3 clusters
  Score: Raw -41889.976920 + Penalty 1913.885336 = -39976.091583
  nChanged 15
		SP:Iteration 2Q (13998.160000 sec): 3 clusters
  Score: Raw -41918.458286 + Penalty 1913.885336 = -40004.572949
  nChanged 9
		SP:Iteration 3Q (13998.310000 sec): 3 clusters
  Score: Raw -41936.830080 + Penalty 1913.885336 = -40022.944743
  nChanged 8
		SP:Iteration 4Q (13998.470000 sec): 3 clusters
  Score: Raw -41947.406879 + Penalty 1913.885336 = -40033.521543
  nChanged 6
		SP:Iteration 5Q (13998.700000 sec): 3 clusters
  Score: Raw -41955.452930 + Penalty 1913.885336 = -40041.567593
  nChanged 4
		SP:Iteration 6Q (13998.830000 sec): 3 clusters
  Score: Raw -41966.989596 + Penalty 1913.885336 = -40053.104259
  nChanged 4
		SP:Iteration 7Q (13999.010000 sec): 3 clusters
  Score: Raw -41984.107195 + Penalty 1913.885336 = -40070.221858
  nChanged 5
		SP:Iteration 8Q (13999.260000 sec): 3 clusters
  Score: Raw -41994.369723 + Penalty 1913.885336 = -40080.484387
  nChanged 5
		SP:Iteration 9Q (13999.390000 sec): 3 clusters
  Score: Raw -42001.790906 + Penalty 1913.885336 = -40087.905570
  nChanged 4
		SP:Iteration 10Q (13999.540000 sec): 3 clusters
  Score: Raw -42011.486287 + Penalty 1913.885336 = -40097.600951
  nChanged 2
		SP:Iteration 11Q (13999.650000 sec): 3 clusters
  Score: Raw -42013.341854 + Penalty 1913.885336 = -40099.456518
  nChanged 1
		SP:Iteration 12Q (13999.840000 sec): 3 clusters
  Score: Raw -42014.500657 + Penalty 1913.885336 = -40100.615320
  nChanged 0
		SP:Iteration 13F (13999.990000 sec): 3 clusters
  Score: Raw -42014.500657 + Penalty 1913.885336 = -40100.615320
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 25 (24356 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14000.250000 sec): 2 clusters
  Score: Raw -2951248.494674 + Penalty 1641.336695 = -2949607.157980
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14000.580000 sec): 3 clusters
  Score: Raw -2936549.218349 + Penalty 3282.673389 = -2933266.544960
  nChanged 10945
		SP:Iteration 1F (14000.940000 sec): 3 clusters
  Score: Raw -2942466.418944 + Penalty 3282.673389 = -2939183.745555
  nChanged 1063
		SP:Iteration 2Q (14001.320000 sec): 3 clusters
  Score: Raw -2942790.433658 + Penalty 3282.673389 = -2939507.760269
  nChanged 1006
		SP:Iteration 3Q (14001.680000 sec): 3 clusters
  Score: Raw -2943102.942878 + Penalty 3282.673389 = -2939820.269489
  nChanged 975
		SP:Iteration 4Q (14001.990000 sec): 3 clusters
  Score: Raw -2943443.094215 + Penalty 3282.673389 = -2940160.420826
  nChanged 1018
		SP:Iteration 5Q (14002.280000 sec): 3 clusters
  Score: Raw -2943830.893097 + Penalty 3282.673389 = -2940548.219708
  nChanged 1100
		SP:Iteration 6Q (14002.620000 sec): 3 clusters
  Score: Raw -2944309.934292 + Penalty 3282.673389 = -2941027.260903
  nChanged 1254
		SP:Iteration 7F (14003.040000 sec): 3 clusters
  Score: Raw -2945016.726167 + Penalty 3282.673389 = -2941734.052778
  nChanged 1516
		SP:Iteration 8F (14003.410000 sec): 3 clusters
  Score: Raw -2946012.940782 + Penalty 3282.673389 = -2942730.267393
  nChanged 1581
		SP:Iteration 9F (14003.790000 sec): 3 clusters
  Score: Raw -2947187.294990 + Penalty 3282.673389 = -2943904.621601
  nChanged 1583
		SP:Iteration 10F (14004.170000 sec): 3 clusters
  Score: Raw -2948547.883303 + Penalty 3282.673389 = -2945265.209914
  nChanged 1409
		SP:Iteration 11F (14004.560000 sec): 3 clusters
  Score: Raw -2949846.924703 + Penalty 3282.673389 = -2946564.251314
  nChanged 869
		SP:Iteration 12Q (14004.900000 sec): 3 clusters
  Score: Raw -2950629.813825 + Penalty 3282.673389 = -2947347.140436
  nChanged 446
		SP:Iteration 13Q (14005.210000 sec): 3 clusters
  Score: Raw -2951023.908315 + Penalty 3282.673389 = -2947741.234926
  nChanged 187
		SP:Iteration 14Q (14005.540000 sec): 3 clusters
  Score: Raw -2951206.653040 + Penalty 3282.673389 = -2947923.979651
  nChanged 94
		SP:Iteration 15Q (14005.850000 sec): 3 clusters
  Score: Raw -2951310.599666 + Penalty 3282.673389 = -2948027.926277
  nChanged 44
		SP:Iteration 16Q (14006.200000 sec): 3 clusters
  Score: Raw -2951370.304922 + Penalty 3282.673389 = -2948087.631533
  nChanged 25
		SP:Iteration 17Q (14006.490000 sec): 3 clusters
  Score: Raw -2951415.049245 + Penalty 3282.673389 = -2948132.375856
  nChanged 17
		SP:Iteration 18Q (14006.840000 sec): 3 clusters
  Score: Raw -2951439.549121 + Penalty 3282.673389 = -2948156.875732
  nChanged 6
		SP:Iteration 19Q (14007.180000 sec): 3 clusters
  Score: Raw -2951445.822176 + Penalty 3282.673389 = -2948163.148787
  nChanged 1
		SP:Iteration 20F (14007.490000 sec): 3 clusters
  Score: Raw -2951446.919356 + Penalty 3282.673389 = -2948164.245967
  nChanged 1
		SP:Iteration 21Q (14007.840000 sec): 3 clusters
  Score: Raw -2951448.031514 + Penalty 3282.673389 = -2948165.358125
  nChanged 0
		SP:Iteration 22F (14008.200000 sec): 3 clusters
  Score: Raw -2951448.031514 + Penalty 3282.673389 = -2948165.358125
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 26 (29186 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14008.480000 sec): 2 clusters
  Score: Raw -3219184.263785 + Penalty 1670.734718 = -3217513.529067
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14008.960000 sec): 3 clusters
  Score: Raw -3201153.669337 + Penalty 3341.469437 = -3197812.199900
  nChanged 13572
		SP:Iteration 1F (14009.300000 sec): 3 clusters
  Score: Raw -3210665.533555 + Penalty 3341.469437 = -3207324.064118
  nChanged 2459
		SP:Iteration 2F (14009.650000 sec): 3 clusters
  Score: Raw -3212386.326778 + Penalty 3341.469437 = -3209044.857341
  nChanged 2263
		SP:Iteration 3F (14010.100000 sec): 3 clusters
  Score: Raw -3213884.639370 + Penalty 3341.469437 = -3210543.169933
  nChanged 1942
		SP:Iteration 4F (14010.530000 sec): 3 clusters
  Score: Raw -3215070.133455 + Penalty 3341.469437 = -3211728.664018
  nChanged 1616
		SP:Iteration 5F (14010.980000 sec): 3 clusters
  Score: Raw -3215949.960257 + Penalty 3341.469437 = -3212608.490820
  nChanged 1303
		SP:Iteration 6Q (14011.440000 sec): 3 clusters
  Score: Raw -3216754.866476 + Penalty 3341.469437 = -3213413.397039
  nChanged 1248
		SP:Iteration 7Q (14011.830000 sec): 3 clusters
  Score: Raw -3217614.843954 + Penalty 3341.469437 = -3214273.374517
  nChanged 1195
		SP:Iteration 8Q (14012.200000 sec): 3 clusters
  Score: Raw -3218399.609300 + Penalty 3341.469437 = -3215058.139863
  nChanged 1127
		SP:Iteration 9Q (14012.640000 sec): 3 clusters
  Score: Raw -3219011.262697 + Penalty 3341.469437 = -3215669.793260
  nChanged 937
		SP:Iteration 10Q (14013.030000 sec): 3 clusters
  Score: Raw -3219434.396728 + Penalty 3341.469437 = -3216092.927291
  nChanged 773
		SP:Iteration 11Q (14013.480000 sec): 3 clusters
  Score: Raw -3219753.906573 + Penalty 3341.469437 = -3216412.437136
  nChanged 682
		SP:Iteration 12Q (14013.940000 sec): 3 clusters
  Score: Raw -3220030.138370 + Penalty 3341.469437 = -3216688.668934
  nChanged 641
		SP:Iteration 13Q (14014.390000 sec): 3 clusters
  Score: Raw -3220298.619644 + Penalty 3341.469437 = -3216957.150208
  nChanged 574
		SP:Iteration 14Q (14014.700000 sec): 3 clusters
  Score: Raw -3220553.678625 + Penalty 3341.469437 = -3217212.209188
  nChanged 559
		SP:Iteration 15Q (14015.100000 sec): 3 clusters
  Score: Raw -3220843.126966 + Penalty 3341.469437 = -3217501.657529
  nChanged 537
		SP:Iteration 16Q (14015.530000 sec): 3 clusters
  Score: Raw -3221131.107152 + Penalty 3341.469437 = -3217789.637715
  nChanged 536
		SP:Iteration 17Q (14015.990000 sec): 3 clusters
  Score: Raw -3221446.215454 + Penalty 3341.469437 = -3218104.746017
  nChanged 541
		SP:Iteration 18Q (14016.390000 sec): 3 clusters
  Score: Raw -3221731.044378 + Penalty 3341.469437 = -3218389.574941
  nChanged 512
		SP:Iteration 19Q (14016.780000 sec): 3 clusters
  Score: Raw -3221986.578286 + Penalty 3341.469437 = -3218645.108849
  nChanged 448
		SP:Iteration 20F (14017.050000 sec): 3 clusters
  Score: Raw -3222224.779708 + Penalty 3341.469437 = -3218883.310271
  nChanged 413
		SP:Iteration 21Q (14017.360000 sec): 3 clusters
  Score: Raw -3222429.758311 + Penalty 3341.469437 = -3219088.288874
  nChanged 398
		SP:Iteration 22Q (14017.820000 sec): 3 clusters
  Score: Raw -3222612.257035 + Penalty 3341.469437 = -3219270.787598
  nChanged 380
		SP:Iteration 23Q (14018.190000 sec): 3 clusters
  Score: Raw -3222794.500153 + Penalty 3341.469437 = -3219453.030716
  nChanged 373
		SP:Iteration 24Q (14018.620000 sec): 3 clusters
  Score: Raw -3222952.278858 + Penalty 3341.469437 = -3219610.809421
  nChanged 321
		SP:Iteration 25Q (14018.970000 sec): 3 clusters
  Score: Raw -3223087.773418 + Penalty 3341.469437 = -3219746.303981
  nChanged 318
		SP:Iteration 26Q (14019.300000 sec): 3 clusters
  Score: Raw -3223239.386324 + Penalty 3341.469437 = -3219897.916887
  nChanged 329
		SP:Iteration 27Q (14019.650000 sec): 3 clusters
  Score: Raw -3223435.576178 + Penalty 3341.469437 = -3220094.106741
  nChanged 304
		SP:Iteration 28Q (14019.990000 sec): 3 clusters
  Score: Raw -3223601.733478 + Penalty 3341.469437 = -3220260.264041
  nChanged 283
		SP:Iteration 29Q (14020.470000 sec): 3 clusters
  Score: Raw -3223721.495511 + Penalty 3341.469437 = -3220380.026075
  nChanged 236
		SP:Iteration 30Q (14020.860000 sec): 3 clusters
  Score: Raw -3223823.775858 + Penalty 3341.469437 = -3220482.306421
  nChanged 216
		SP:Iteration 31Q (14021.290000 sec): 3 clusters
  Score: Raw -3223912.620679 + Penalty 3341.469437 = -3220571.151242
  nChanged 192
		SP:Iteration 32Q (14021.710000 sec): 3 clusters
  Score: Raw -3224012.207005 + Penalty 3341.469437 = -3220670.737569
  nChanged 200
		SP:Iteration 33Q (14022.130000 sec): 3 clusters
  Score: Raw -3224149.174829 + Penalty 3341.469437 = -3220807.705392
  nChanged 188
		SP:Iteration 34Q (14022.470000 sec): 3 clusters
  Score: Raw -3224251.795919 + Penalty 3341.469437 = -3220910.326482
  nChanged 183
		SP:Iteration 35Q (14022.870000 sec): 3 clusters
  Score: Raw -3224335.917785 + Penalty 3341.469437 = -3220994.448349
  nChanged 185
		SP:Iteration 36Q (14023.310000 sec): 3 clusters
  Score: Raw -3224408.017715 + Penalty 3341.469437 = -3221066.548278
  nChanged 170
		SP:Iteration 37Q (14023.750000 sec): 3 clusters
  Score: Raw -3224466.362572 + Penalty 3341.469437 = -3221124.893136
  nChanged 176
		SP:Iteration 38Q (14024.160000 sec): 3 clusters
  Score: Raw -3224525.416018 + Penalty 3341.469437 = -3221183.946581
  nChanged 136
		SP:Iteration 39Q (14024.540000 sec): 3 clusters
  Score: Raw -3224559.229242 + Penalty 3341.469437 = -3221217.759805
  nChanged 112
		SP:Iteration 40F (14024.880000 sec): 3 clusters
  Score: Raw -3224584.186255 + Penalty 3341.469437 = -3221242.716818
  nChanged 95
		SP:Iteration 41Q (14025.310000 sec): 3 clusters
  Score: Raw -3224600.897576 + Penalty 3341.469437 = -3221259.428139
  nChanged 79
		SP:Iteration 42Q (14025.740000 sec): 3 clusters
  Score: Raw -3224612.963808 + Penalty 3341.469437 = -3221271.494372
  nChanged 68
		SP:Iteration 43Q (14026.140000 sec): 3 clusters
  Score: Raw -3224622.019018 + Penalty 3341.469437 = -3221280.549581
  nChanged 43
		SP:Iteration 44Q (14026.550000 sec): 3 clusters
  Score: Raw -3224627.228353 + Penalty 3341.469437 = -3221285.758916
  nChanged 49
		SP:Iteration 45Q (14026.900000 sec): 3 clusters
  Score: Raw -3224632.251638 + Penalty 3341.469437 = -3221290.782201
  nChanged 42
		SP:Iteration 46Q (14027.230000 sec): 3 clusters
  Score: Raw -3224636.190240 + Penalty 3341.469437 = -3221294.720803
  nChanged 39
		SP:Iteration 47Q (14027.550000 sec): 3 clusters
  Score: Raw -3224640.572520 + Penalty 3341.469437 = -3221299.103084
  nChanged 32
		SP:Iteration 48Q (14027.980000 sec): 3 clusters
  Score: Raw -3224644.657845 + Penalty 3341.469437 = -3221303.188409
  nChanged 35
		SP:Iteration 49Q (14028.430000 sec): 3 clusters
  Score: Raw -3224647.254618 + Penalty 3341.469437 = -3221305.785181
  nChanged 33
		SP:Iteration 50Q (14028.770000 sec): 3 clusters
  Score: Raw -3224650.201146 + Penalty 3341.469437 = -3221308.731709
  nChanged 35
		SP:Iteration 51Q (14029.180000 sec): 3 clusters
  Score: Raw -3224653.536923 + Penalty 3341.469437 = -3221312.067486
  nChanged 30
		SP:Iteration 52Q (14029.540000 sec): 3 clusters
  Score: Raw -3224655.984091 + Penalty 3341.469437 = -3221314.514654
  nChanged 27
		SP:Iteration 53Q (14029.860000 sec): 3 clusters
  Score: Raw -3224657.712587 + Penalty 3341.469437 = -3221316.243150
  nChanged 14
		SP:Iteration 54Q (14030.290000 sec): 3 clusters
  Score: Raw -3224658.621481 + Penalty 3341.469437 = -3221317.152045
  nChanged 13
		SP:Iteration 55Q (14030.760000 sec): 3 clusters
  Score: Raw -3224659.578554 + Penalty 3341.469437 = -3221318.109117
  nChanged 15
		SP:Iteration 56Q (14031.130000 sec): 3 clusters
  Score: Raw -3224660.717494 + Penalty 3341.469437 = -3221319.248057
  nChanged 20
		SP:Iteration 57Q (14031.600000 sec): 3 clusters
  Score: Raw -3224662.848434 + Penalty 3341.469437 = -3221321.378997
  nChanged 14
		SP:Iteration 58Q (14031.920000 sec): 3 clusters
  Score: Raw -3224664.345783 + Penalty 3341.469437 = -3221322.876346
  nChanged 12
		SP:Iteration 59Q (14032.250000 sec): 3 clusters
  Score: Raw -3224665.198933 + Penalty 3341.469437 = -3221323.729496
  nChanged 12
		SP:Iteration 60F (14032.630000 sec): 3 clusters
  Score: Raw -3224665.922139 + Penalty 3341.469437 = -3221324.452702
  nChanged 5
		SP:Iteration 61Q (14033.030000 sec): 3 clusters
  Score: Raw -3224666.201380 + Penalty 3341.469437 = -3221324.731943
  nChanged 3
		SP:Iteration 62Q (14033.450000 sec): 3 clusters
  Score: Raw -3224666.306691 + Penalty 3341.469437 = -3221324.837254
  nChanged 0
		SP:Iteration 63F (14033.820000 sec): 3 clusters
  Score: Raw -3224666.306691 + Penalty 3341.469437 = -3221324.837254
  nChanged 0
  Score: Raw -118911569.247737 + Penalty 166527.146392 = -118745042.101345

Splitting cluster 26 changes total score from -118740337.556007 to -118745042.101345

 So it's getting split into cluster 74.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 27 (5351 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14209.560000 sec): 2 clusters
  Score: Raw -589964.443614 + Penalty 1395.068795 = -588569.374819
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14209.730000 sec): 3 clusters
  Score: Raw -587170.124593 + Penalty 2790.137590 = -584379.987003
  nChanged 2246
		SP:Iteration 1F (14209.930000 sec): 3 clusters
  Score: Raw -588795.779276 + Penalty 2790.137590 = -586005.641686
  nChanged 562
		SP:Iteration 2F (14210.140000 sec): 3 clusters
  Score: Raw -589653.490734 + Penalty 2790.137590 = -586863.353144
  nChanged 587
		SP:Iteration 3F (14210.380000 sec): 3 clusters
  Score: Raw -590733.250495 + Penalty 2790.137590 = -587943.112905
  nChanged 534
		SP:Iteration 4F (14210.590000 sec): 3 clusters
  Score: Raw -591481.436248 + Penalty 2790.137590 = -588691.298658
  nChanged 369
		SP:Iteration 5F (14210.780000 sec): 3 clusters
  Score: Raw -591843.594784 + Penalty 2790.137590 = -589053.457194
  nChanged 249
		SP:Iteration 6Q (14210.970000 sec): 3 clusters
  Score: Raw -592065.345337 + Penalty 2790.137590 = -589275.207747
  nChanged 151
		SP:Iteration 7Q (14211.210000 sec): 3 clusters
  Score: Raw -592158.239138 + Penalty 2790.137590 = -589368.101548
  nChanged 93
		SP:Iteration 8Q (14211.390000 sec): 3 clusters
  Score: Raw -592205.076863 + Penalty 2790.137590 = -589414.939273
  nChanged 64
		SP:Iteration 9Q (14211.590000 sec): 3 clusters
  Score: Raw -592230.410075 + Penalty 2790.137590 = -589440.272485
  nChanged 43
		SP:Iteration 10Q (14211.770000 sec): 3 clusters
  Score: Raw -592244.732163 + Penalty 2790.137590 = -589454.594573
  nChanged 27
		SP:Iteration 11Q (14211.990000 sec): 3 clusters
  Score: Raw -592255.592826 + Penalty 2790.137590 = -589465.455236
  nChanged 25
		SP:Iteration 12Q (14212.180000 sec): 3 clusters
  Score: Raw -592266.381223 + Penalty 2790.137590 = -589476.243633
  nChanged 19
		SP:Iteration 13Q (14212.390000 sec): 3 clusters
  Score: Raw -592275.039754 + Penalty 2790.137590 = -589484.902164
  nChanged 24
		SP:Iteration 14Q (14212.590000 sec): 3 clusters
  Score: Raw -592286.624777 + Penalty 2790.137590 = -589496.487187
  nChanged 19
		SP:Iteration 15Q (14212.790000 sec): 3 clusters
  Score: Raw -592293.472081 + Penalty 2790.137590 = -589503.334492
  nChanged 12
		SP:Iteration 16Q (14213.020000 sec): 3 clusters
  Score: Raw -592297.402707 + Penalty 2790.137590 = -589507.265117
  nChanged 8
		SP:Iteration 17Q (14213.260000 sec): 3 clusters
  Score: Raw -592298.371681 + Penalty 2790.137590 = -589508.234091
  nChanged 2
		SP:Iteration 18Q (14213.490000 sec): 3 clusters
  Score: Raw -592298.886528 + Penalty 2790.137590 = -589508.748938
  nChanged 4
		SP:Iteration 19Q (14213.720000 sec): 3 clusters
  Score: Raw -592299.507111 + Penalty 2790.137590 = -589509.369521
  nChanged 2
		SP:Iteration 20F (14213.910000 sec): 3 clusters
  Score: Raw -592299.905338 + Penalty 2790.137590 = -589509.767748
  nChanged 0
  Score: Raw -118913904.709461 + Penalty 168777.513235 = -118745127.196226

Splitting cluster 27 changes total score from -118740337.556007 to -118745127.196226

 So it's getting split into cluster 75.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 28 (5320 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14407.780000 sec): 2 clusters
  Score: Raw -619151.337578 + Penalty 1394.124645 = -617757.212933
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14407.980000 sec): 3 clusters
  Score: Raw -616419.592861 + Penalty 2788.249289 = -613631.343572
  nChanged 2156
		SP:Iteration 1F (14408.200000 sec): 3 clusters
  Score: Raw -617864.651518 + Penalty 2788.249289 = -615076.402229
  nChanged 492
		SP:Iteration 2F (14408.420000 sec): 3 clusters
  Score: Raw -618279.360676 + Penalty 2788.249289 = -615491.111387
  nChanged 405
		SP:Iteration 3F (14408.660000 sec): 3 clusters
  Score: Raw -618623.898613 + Penalty 2788.249289 = -615835.649324
  nChanged 351
		SP:Iteration 4F (14408.840000 sec): 3 clusters
  Score: Raw -618908.824354 + Penalty 2788.249289 = -616120.575065
  nChanged 285
		SP:Iteration 5F (14409.030000 sec): 3 clusters
  Score: Raw -619115.778202 + Penalty 2788.249289 = -616327.528912
  nChanged 227
		SP:Iteration 6Q (14409.200000 sec): 3 clusters
  Score: Raw -619266.176470 + Penalty 2788.249289 = -616477.927181
  nChanged 184
		SP:Iteration 7Q (14409.420000 sec): 3 clusters
  Score: Raw -619375.800063 + Penalty 2788.249289 = -616587.550773
  nChanged 147
		SP:Iteration 8Q (14409.590000 sec): 3 clusters
  Score: Raw -619441.543793 + Penalty 2788.249289 = -616653.294504
  nChanged 103
		SP:Iteration 9Q (14409.810000 sec): 3 clusters
  Score: Raw -619494.239686 + Penalty 2788.249289 = -616705.990396
  nChanged 99
		SP:Iteration 10Q (14410.030000 sec): 3 clusters
  Score: Raw -619539.461437 + Penalty 2788.249289 = -616751.212147
  nChanged 88
		SP:Iteration 11Q (14410.180000 sec): 3 clusters
  Score: Raw -619588.158600 + Penalty 2788.249289 = -616799.909311
  nChanged 95
		SP:Iteration 12Q (14410.410000 sec): 3 clusters
  Score: Raw -619643.853203 + Penalty 2788.249289 = -616855.603914
  nChanged 88
		SP:Iteration 13Q (14410.560000 sec): 3 clusters
  Score: Raw -619692.930988 + Penalty 2788.249289 = -616904.681699
  nChanged 83
		SP:Iteration 14Q (14410.780000 sec): 3 clusters
  Score: Raw -619724.660849 + Penalty 2788.249289 = -616936.411560
  nChanged 62
		SP:Iteration 15Q (14410.930000 sec): 3 clusters
  Score: Raw -619753.496492 + Penalty 2788.249289 = -616965.247203
  nChanged 59
		SP:Iteration 16Q (14411.130000 sec): 3 clusters
  Score: Raw -619782.705119 + Penalty 2788.249289 = -616994.455830
  nChanged 54
		SP:Iteration 17Q (14411.340000 sec): 3 clusters
  Score: Raw -619807.372716 + Penalty 2788.249289 = -617019.123427
  nChanged 43
		SP:Iteration 18Q (14411.500000 sec): 3 clusters
  Score: Raw -619822.149385 + Penalty 2788.249289 = -617033.900096
  nChanged 39
		SP:Iteration 19Q (14411.660000 sec): 3 clusters
  Score: Raw -619838.514542 + Penalty 2788.249289 = -617050.265252
  nChanged 40
		SP:Iteration 20F (14411.860000 sec): 3 clusters
  Score: Raw -619854.954912 + Penalty 2788.249289 = -617066.705623
  nChanged 52
		SP:Iteration 21Q (14412.020000 sec): 3 clusters
  Score: Raw -619872.055861 + Penalty 2788.249289 = -617083.806571
  nChanged 33
		SP:Iteration 22Q (14412.190000 sec): 3 clusters
  Score: Raw -619880.788518 + Penalty 2788.249289 = -617092.539229
  nChanged 34
		SP:Iteration 23Q (14412.400000 sec): 3 clusters
  Score: Raw -619889.495543 + Penalty 2788.249289 = -617101.246254
  nChanged 18
		SP:Iteration 24Q (14412.580000 sec): 3 clusters
  Score: Raw -619893.589606 + Penalty 2788.249289 = -617105.340317
  nChanged 15
		SP:Iteration 25Q (14412.750000 sec): 3 clusters
  Score: Raw -619896.841589 + Penalty 2788.249289 = -617108.592300
  nChanged 18
		SP:Iteration 26Q (14412.940000 sec): 3 clusters
  Score: Raw -619900.705306 + Penalty 2788.249289 = -617112.456017
  nChanged 9
		SP:Iteration 27Q (14413.060000 sec): 3 clusters
  Score: Raw -619902.297954 + Penalty 2788.249289 = -617114.048665
  nChanged 7
		SP:Iteration 28Q (14413.260000 sec): 3 clusters
  Score: Raw -619903.843794 + Penalty 2788.249289 = -617115.594505
  nChanged 12
		SP:Iteration 29Q (14413.390000 sec): 3 clusters
  Score: Raw -619906.046908 + Penalty 2788.249289 = -617117.797619
  nChanged 11
		SP:Iteration 30Q (14413.570000 sec): 3 clusters
  Score: Raw -619908.450857 + Penalty 2788.249289 = -617120.201567
  nChanged 14
		SP:Iteration 31Q (14413.760000 sec): 3 clusters
  Score: Raw -619911.210021 + Penalty 2788.249289 = -617122.960732
  nChanged 10
		SP:Iteration 32Q (14413.920000 sec): 3 clusters
  Score: Raw -619913.136957 + Penalty 2788.249289 = -617124.887668
  nChanged 7
		SP:Iteration 33Q (14414.080000 sec): 3 clusters
  Score: Raw -619915.609275 + Penalty 2788.249289 = -617127.359986
  nChanged 4
		SP:Iteration 34Q (14414.240000 sec): 3 clusters
  Score: Raw -619916.565336 + Penalty 2788.249289 = -617128.316047
  nChanged 5
		SP:Iteration 35Q (14414.420000 sec): 3 clusters
  Score: Raw -619917.465909 + Penalty 2788.249289 = -617129.216620
  nChanged 8
		SP:Iteration 36Q (14414.600000 sec): 3 clusters
  Score: Raw -619918.769813 + Penalty 2788.249289 = -617130.520524
  nChanged 4
		SP:Iteration 37Q (14414.820000 sec): 3 clusters
  Score: Raw -619919.393444 + Penalty 2788.249289 = -617131.144155
  nChanged 5
		SP:Iteration 38Q (14414.950000 sec): 3 clusters
  Score: Raw -619920.761072 + Penalty 2788.249289 = -617132.511782
  nChanged 4
		SP:Iteration 39Q (14415.140000 sec): 3 clusters
  Score: Raw -619921.392191 + Penalty 2788.249289 = -617133.142902
  nChanged 5
		SP:Iteration 40F (14415.330000 sec): 3 clusters
  Score: Raw -619922.387799 + Penalty 2788.249289 = -617134.138509
  nChanged 7
		SP:Iteration 41Q (14415.520000 sec): 3 clusters
  Score: Raw -619924.585293 + Penalty 2788.249289 = -617136.336004
  nChanged 6
		SP:Iteration 42Q (14415.710000 sec): 3 clusters
  Score: Raw -619926.178902 + Penalty 2788.249289 = -617137.929613
  nChanged 2
		SP:Iteration 43Q (14415.870000 sec): 3 clusters
  Score: Raw -619926.642285 + Penalty 2788.249289 = -617138.392996
  nChanged 4
		SP:Iteration 44Q (14416.070000 sec): 3 clusters
  Score: Raw -619927.992353 + Penalty 2788.249289 = -617139.743064
  nChanged 9
		SP:Iteration 45Q (14416.200000 sec): 3 clusters
  Score: Raw -619930.311732 + Penalty 2788.249289 = -617142.062442
  nChanged 10
		SP:Iteration 46Q (14416.380000 sec): 3 clusters
  Score: Raw -619933.387401 + Penalty 2788.249289 = -617145.138112
  nChanged 10
		SP:Iteration 47Q (14416.530000 sec): 3 clusters
  Score: Raw -619935.230557 + Penalty 2788.249289 = -617146.981267
  nChanged 9
		SP:Iteration 48Q (14416.700000 sec): 3 clusters
  Score: Raw -619936.701201 + Penalty 2788.249289 = -617148.451912
  nChanged 4
		SP:Iteration 49Q (14416.910000 sec): 3 clusters
  Score: Raw -619937.849654 + Penalty 2788.249289 = -617149.600365
  nChanged 7
		SP:Iteration 50Q (14417.020000 sec): 3 clusters
  Score: Raw -619939.326079 + Penalty 2788.249289 = -617151.076790
  nChanged 6
		SP:Iteration 51Q (14417.220000 sec): 3 clusters
  Score: Raw -619940.436689 + Penalty 2788.249289 = -617152.187400
  nChanged 6
		SP:Iteration 52Q (14417.370000 sec): 3 clusters
  Score: Raw -619941.271403 + Penalty 2788.249289 = -617153.022114
  nChanged 6
		SP:Iteration 53Q (14417.550000 sec): 3 clusters
  Score: Raw -619942.567961 + Penalty 2788.249289 = -617154.318672
  nChanged 5
		SP:Iteration 54Q (14417.700000 sec): 3 clusters
  Score: Raw -619943.589151 + Penalty 2788.249289 = -617155.339862
  nChanged 3
		SP:Iteration 55Q (14417.930000 sec): 3 clusters
  Score: Raw -619943.961410 + Penalty 2788.249289 = -617155.712120
  nChanged 5
		SP:Iteration 56Q (14418.060000 sec): 3 clusters
  Score: Raw -619944.947608 + Penalty 2788.249289 = -617156.698319
  nChanged 5
		SP:Iteration 57Q (14418.250000 sec): 3 clusters
  Score: Raw -619945.415968 + Penalty 2788.249289 = -617157.166678
  nChanged 2
		SP:Iteration 58Q (14418.440000 sec): 3 clusters
  Score: Raw -619945.612557 + Penalty 2788.249289 = -617157.363268
  nChanged 1
		SP:Iteration 59Q (14418.630000 sec): 3 clusters
  Score: Raw -619945.813655 + Penalty 2788.249289 = -617157.564366
  nChanged 0
		SP:Iteration 60F (14418.780000 sec): 3 clusters
  Score: Raw -619945.813655 + Penalty 2788.249289 = -617157.564366
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 29 (3533 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14418.900000 sec): 2 clusters
  Score: Raw -378533.088105 + Penalty 1327.609180 = -377205.478924
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14419.070000 sec): 3 clusters
  Score: Raw -376853.231259 + Penalty 2655.218360 = -374198.012898
  nChanged 1390
		SP:Iteration 1F (14419.210000 sec): 3 clusters
  Score: Raw -378001.303941 + Penalty 2655.218360 = -375346.085581
  nChanged 410
		SP:Iteration 2F (14419.350000 sec): 3 clusters
  Score: Raw -378578.477014 + Penalty 2655.218360 = -375923.258653
  nChanged 351
		SP:Iteration 3F (14419.480000 sec): 3 clusters
  Score: Raw -379180.919993 + Penalty 2655.218360 = -376525.701633
  nChanged 304
		SP:Iteration 4F (14419.620000 sec): 3 clusters
  Score: Raw -379603.011404 + Penalty 2655.218360 = -376947.793044
  nChanged 204
		SP:Iteration 5F (14419.800000 sec): 3 clusters
  Score: Raw -379819.413484 + Penalty 2655.218360 = -377164.195124
  nChanged 124
		SP:Iteration 6Q (14419.900000 sec): 3 clusters
  Score: Raw -379923.648478 + Penalty 2655.218360 = -377268.430117
  nChanged 81
		SP:Iteration 7Q (14420.070000 sec): 3 clusters
  Score: Raw -379969.372108 + Penalty 2655.218360 = -377314.153747
  nChanged 52
		SP:Iteration 8Q (14420.210000 sec): 3 clusters
  Score: Raw -379994.635406 + Penalty 2655.218360 = -377339.417046
  nChanged 40
		SP:Iteration 9Q (14420.340000 sec): 3 clusters
  Score: Raw -380015.029372 + Penalty 2655.218360 = -377359.811011
  nChanged 31
		SP:Iteration 10Q (14420.500000 sec): 3 clusters
  Score: Raw -380027.766028 + Penalty 2655.218360 = -377372.547668
  nChanged 18
		SP:Iteration 11Q (14420.680000 sec): 3 clusters
  Score: Raw -380036.180156 + Penalty 2655.218360 = -377380.961795
  nChanged 14
		SP:Iteration 12Q (14420.860000 sec): 3 clusters
  Score: Raw -380042.174166 + Penalty 2655.218360 = -377386.955806
  nChanged 23
		SP:Iteration 13Q (14420.980000 sec): 3 clusters
  Score: Raw -380054.861354 + Penalty 2655.218360 = -377399.642994
  nChanged 27
		SP:Iteration 14Q (14421.140000 sec): 3 clusters
  Score: Raw -380068.155048 + Penalty 2655.218360 = -377412.936688
  nChanged 23
		SP:Iteration 15Q (14421.310000 sec): 3 clusters
  Score: Raw -380077.094387 + Penalty 2655.218360 = -377421.876026
  nChanged 13
		SP:Iteration 16Q (14421.420000 sec): 3 clusters
  Score: Raw -380082.044348 + Penalty 2655.218360 = -377426.825987
  nChanged 17
		SP:Iteration 17Q (14421.570000 sec): 3 clusters
  Score: Raw -380089.648390 + Penalty 2655.218360 = -377434.430030
  nChanged 21
		SP:Iteration 18Q (14421.720000 sec): 3 clusters
  Score: Raw -380099.334436 + Penalty 2655.218360 = -377444.116076
  nChanged 20
		SP:Iteration 19Q (14421.850000 sec): 3 clusters
  Score: Raw -380106.412529 + Penalty 2655.218360 = -377451.194169
  nChanged 18
		SP:Iteration 20F (14422.070000 sec): 3 clusters
  Score: Raw -380113.828947 + Penalty 2655.218360 = -377458.610586
  nChanged 17
		SP:Iteration 21Q (14422.250000 sec): 3 clusters
  Score: Raw -380122.371111 + Penalty 2655.218360 = -377467.152751
  nChanged 24
		SP:Iteration 22Q (14422.420000 sec): 3 clusters
  Score: Raw -380139.231883 + Penalty 2655.218360 = -377484.013522
  nChanged 36
		SP:Iteration 23Q (14422.640000 sec): 3 clusters
  Score: Raw -380166.598364 + Penalty 2655.218360 = -377511.380004
  nChanged 45
		SP:Iteration 24Q (14422.850000 sec): 3 clusters
  Score: Raw -380205.939119 + Penalty 2655.218360 = -377550.720759
  nChanged 48
		SP:Iteration 25Q (14423.010000 sec): 3 clusters
  Score: Raw -380248.391069 + Penalty 2655.218360 = -377593.172709
  nChanged 46
		SP:Iteration 26Q (14423.220000 sec): 3 clusters
  Score: Raw -380282.486767 + Penalty 2655.218360 = -377627.268407
  nChanged 51
		SP:Iteration 27Q (14423.380000 sec): 3 clusters
  Score: Raw -380320.884142 + Penalty 2655.218360 = -377665.665781
  nChanged 45
		SP:Iteration 28Q (14423.560000 sec): 3 clusters
  Score: Raw -380348.090133 + Penalty 2655.218360 = -377692.871773
  nChanged 37
		SP:Iteration 29Q (14423.720000 sec): 3 clusters
  Score: Raw -380369.632971 + Penalty 2655.218360 = -377714.414611
  nChanged 33
		SP:Iteration 30Q (14423.820000 sec): 3 clusters
  Score: Raw -380390.498499 + Penalty 2655.218360 = -377735.280139
  nChanged 35
		SP:Iteration 31Q (14423.880000 sec): 3 clusters
  Score: Raw -380410.276624 + Penalty 2655.218360 = -377755.058264
  nChanged 31
		SP:Iteration 32Q (14424.080000 sec): 3 clusters
  Score: Raw -380431.053809 + Penalty 2655.218360 = -377775.835449
  nChanged 23
		SP:Iteration 33Q (14424.230000 sec): 3 clusters
  Score: Raw -380444.622096 + Penalty 2655.218360 = -377789.403736
  nChanged 25
		SP:Iteration 34Q (14424.390000 sec): 3 clusters
  Score: Raw -380457.160746 + Penalty 2655.218360 = -377801.942386
  nChanged 18
		SP:Iteration 35Q (14424.590000 sec): 3 clusters
  Score: Raw -380464.790395 + Penalty 2655.218360 = -377809.572035
  nChanged 8
		SP:Iteration 36Q (14424.720000 sec): 3 clusters
  Score: Raw -380468.451999 + Penalty 2655.218360 = -377813.233639
  nChanged 8
		SP:Iteration 37Q (14424.850000 sec): 3 clusters
  Score: Raw -380473.517143 + Penalty 2655.218360 = -377818.298782
  nChanged 13
		SP:Iteration 38Q (14425.000000 sec): 3 clusters
  Score: Raw -380481.118025 + Penalty 2655.218360 = -377825.899664
  nChanged 11
		SP:Iteration 39Q (14425.140000 sec): 3 clusters
  Score: Raw -380486.617622 + Penalty 2655.218360 = -377831.399262
  nChanged 11
		SP:Iteration 40F (14425.270000 sec): 3 clusters
  Score: Raw -380490.369566 + Penalty 2655.218360 = -377835.151205
  nChanged 4
		SP:Iteration 41Q (14425.400000 sec): 3 clusters
  Score: Raw -380491.475087 + Penalty 2655.218360 = -377836.256727
  nChanged 2
		SP:Iteration 42Q (14425.560000 sec): 3 clusters
  Score: Raw -380492.119960 + Penalty 2655.218360 = -377836.901599
  nChanged 1
		SP:Iteration 43Q (14425.700000 sec): 3 clusters
  Score: Raw -380492.381714 + Penalty 2655.218360 = -377837.163354
  nChanged 1
		SP:Iteration 44Q (14425.850000 sec): 3 clusters
  Score: Raw -380492.734851 + Penalty 2655.218360 = -377837.516490
  nChanged 1
		SP:Iteration 45Q (14425.980000 sec): 3 clusters
  Score: Raw -380492.961081 + Penalty 2655.218360 = -377837.742720
  nChanged 1
		SP:Iteration 46Q (14426.120000 sec): 3 clusters
  Score: Raw -380493.419537 + Penalty 2655.218360 = -377838.201176
  nChanged 1
		SP:Iteration 47Q (14426.250000 sec): 3 clusters
  Score: Raw -380493.638536 + Penalty 2655.218360 = -377838.420175
  nChanged 1
		SP:Iteration 48Q (14426.390000 sec): 3 clusters
  Score: Raw -380493.812769 + Penalty 2655.218360 = -377838.594409
  nChanged 0
		SP:Iteration 49F (14426.560000 sec): 3 clusters
  Score: Raw -380493.812769 + Penalty 2655.218360 = -377838.594409
  nChanged 0
  Score: Raw -118915865.434126 + Penalty 171027.880078 = -118744837.554048

Splitting cluster 29 changes total score from -118740337.556007 to -118744837.554048

 So it's getting split into cluster 76.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 30 (889 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14603.090000 sec): 2 clusters
  Score: Raw -99278.624863 + Penalty 1103.390801 = -98175.234063
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14603.290000 sec): 3 clusters
  Score: Raw -99045.368684 + Penalty 2206.781602 = -96838.587083
  nChanged 267
		SP:Iteration 1F (14603.410000 sec): 3 clusters
  Score: Raw -99385.263654 + Penalty 2206.781602 = -97178.482053
  nChanged 95
		SP:Iteration 2F (14603.590000 sec): 3 clusters
  Score: Raw -99563.764338 + Penalty 2206.781602 = -97356.982737
  nChanged 54
		SP:Iteration 3F (14603.750000 sec): 3 clusters
  Score: Raw -99693.053564 + Penalty 2206.781602 = -97486.271962
  nChanged 45
		SP:Iteration 4F (14603.760000 sec): 3 clusters
  Score: Raw -99799.154381 + Penalty 2206.781602 = -97592.372780
  nChanged 32
		SP:Iteration 5Q (14603.820000 sec): 3 clusters
  Score: Raw -99882.442706 + Penalty 2206.781602 = -97675.661104
  nChanged 29
		SP:Iteration 6Q (14603.840000 sec): 3 clusters
  Score: Raw -99947.030535 + Penalty 2206.781602 = -97740.248933
  nChanged 32
		SP:Iteration 7Q (14603.850000 sec): 3 clusters
  Score: Raw -100048.380084 + Penalty 2206.781602 = -97841.598483
  nChanged 31
		SP:Iteration 8Q (14603.900000 sec): 3 clusters
  Score: Raw -100163.036662 + Penalty 2206.781602 = -97956.255060
  nChanged 28
		SP:Iteration 9Q (14603.920000 sec): 3 clusters
  Score: Raw -100275.016264 + Penalty 2206.781602 = -98068.234662
  nChanged 30
		SP:Iteration 10Q (14603.940000 sec): 3 clusters
  Score: Raw -100421.032575 + Penalty 2206.781602 = -98214.250974
  nChanged 17
		SP:Iteration 11Q (14603.990000 sec): 3 clusters
  Score: Raw -100483.989043 + Penalty 2206.781602 = -98277.207442
  nChanged 19
		SP:Iteration 12Q (14604.010000 sec): 3 clusters
  Score: Raw -100598.698296 + Penalty 2206.781602 = -98391.916695
  nChanged 21
		SP:Iteration 13Q (14604.030000 sec): 3 clusters
  Score: Raw -100883.441213 + Penalty 2206.781602 = -98676.659611
  nChanged 6
		SP:Iteration 14Q (14604.170000 sec): 3 clusters
  Score: Raw -100930.726250 + Penalty 2206.781602 = -98723.944649
  nChanged 5
		SP:Iteration 15Q (14604.340000 sec): 3 clusters
  Score: Raw -100942.808046 + Penalty 2206.781602 = -98736.026444
  nChanged 2
		SP:Iteration 16Q (14604.460000 sec): 3 clusters
  Score: Raw -100945.278223 + Penalty 2206.781602 = -98738.496621
  nChanged 1
		SP:Iteration 17Q (14604.600000 sec): 3 clusters
  Score: Raw -100948.060519 + Penalty 2206.781602 = -98741.278918
  nChanged 2
		SP:Iteration 18Q (14604.720000 sec): 3 clusters
  Score: Raw -100954.511655 + Penalty 2206.781602 = -98747.730054
  nChanged 1
		SP:Iteration 19Q (14604.850000 sec): 3 clusters
  Score: Raw -100956.225493 + Penalty 2206.781602 = -98749.443891
  nChanged 0
		SP:Iteration 20F (14604.990000 sec): 3 clusters
  Score: Raw -100965.059549 + Penalty 2206.781602 = -98758.277948
  nChanged 4
		SP:Iteration 21Q (14605.110000 sec): 3 clusters
  Score: Raw -101001.148258 + Penalty 2206.781602 = -98794.366656
  nChanged 3
		SP:Iteration 22Q (14605.240000 sec): 3 clusters
  Score: Raw -101019.431513 + Penalty 2206.781602 = -98812.649912
  nChanged 2
		SP:Iteration 23Q (14605.380000 sec): 3 clusters
  Score: Raw -101026.198376 + Penalty 2206.781602 = -98819.416775
  nChanged 2
		SP:Iteration 24Q (14605.490000 sec): 3 clusters
  Score: Raw -101032.370714 + Penalty 2206.781602 = -98825.589112
  nChanged 0
		SP:Iteration 25F (14605.590000 sec): 3 clusters
  Score: Raw -101032.370714 + Penalty 2206.781602 = -98825.589112
  nChanged 0
  Score: Raw -118917619.179976 + Penalty 173278.246921 = -118744340.933055

Splitting cluster 30 changes total score from -118740337.556007 to -118744340.933055

 So it's getting split into cluster 77.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 31 (1678 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14788.470000 sec): 2 clusters
  Score: Raw -185263.710395 + Penalty 1206.620657 = -184057.089739
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14788.600000 sec): 3 clusters
  Score: Raw -184605.492273 + Penalty 2413.241313 = -182192.250960
  nChanged 570
		SP:Iteration 1F (14788.760000 sec): 3 clusters
  Score: Raw -185166.438995 + Penalty 2413.241313 = -182753.197682
  nChanged 175
		SP:Iteration 2F (14788.920000 sec): 3 clusters
  Score: Raw -185458.431958 + Penalty 2413.241313 = -183045.190645
  nChanged 156
		SP:Iteration 3F (14789.100000 sec): 3 clusters
  Score: Raw -185816.997230 + Penalty 2413.241313 = -183403.755917
  nChanged 165
		SP:Iteration 4F (14789.250000 sec): 3 clusters
  Score: Raw -186303.845543 + Penalty 2413.241313 = -183890.604230
  nChanged 138
		SP:Iteration 5F (14789.440000 sec): 3 clusters
  Score: Raw -186728.166274 + Penalty 2413.241313 = -184314.924961
  nChanged 83
		SP:Iteration 6Q (14789.580000 sec): 3 clusters
  Score: Raw -186953.968513 + Penalty 2413.241313 = -184540.727200
  nChanged 37
		SP:Iteration 7Q (14789.710000 sec): 3 clusters
  Score: Raw -187041.539600 + Penalty 2413.241313 = -184628.298287
  nChanged 22
		SP:Iteration 8Q (14789.880000 sec): 3 clusters
  Score: Raw -187084.326216 + Penalty 2413.241313 = -184671.084902
  nChanged 18
		SP:Iteration 9Q (14790.040000 sec): 3 clusters
  Score: Raw -187115.115791 + Penalty 2413.241313 = -184701.874478
  nChanged 14
		SP:Iteration 10Q (14790.180000 sec): 3 clusters
  Score: Raw -187137.439773 + Penalty 2413.241313 = -184724.198460
  nChanged 13
		SP:Iteration 11Q (14790.380000 sec): 3 clusters
  Score: Raw -187163.298592 + Penalty 2413.241313 = -184750.057279
  nChanged 11
		SP:Iteration 12Q (14790.530000 sec): 3 clusters
  Score: Raw -187184.972159 + Penalty 2413.241313 = -184771.730845
  nChanged 11
		SP:Iteration 13Q (14790.740000 sec): 3 clusters
  Score: Raw -187200.082578 + Penalty 2413.241313 = -184786.841265
  nChanged 7
		SP:Iteration 14Q (14791.000000 sec): 3 clusters
  Score: Raw -187210.867746 + Penalty 2413.241313 = -184797.626433
  nChanged 7
		SP:Iteration 15Q (14791.230000 sec): 3 clusters
  Score: Raw -187218.040114 + Penalty 2413.241313 = -184804.798800
  nChanged 7
		SP:Iteration 16Q (14791.450000 sec): 3 clusters
  Score: Raw -187227.707405 + Penalty 2413.241313 = -184814.466092
  nChanged 7
		SP:Iteration 17Q (14791.670000 sec): 3 clusters
  Score: Raw -187233.826288 + Penalty 2413.241313 = -184820.584975
  nChanged 0
		SP:Iteration 18F (14791.930000 sec): 3 clusters
  Score: Raw -187235.052769 + Penalty 2413.241313 = -184821.811455
  nChanged 1
		SP:Iteration 19Q (14792.080000 sec): 3 clusters
  Score: Raw -187237.841000 + Penalty 2413.241313 = -184824.599687
  nChanged 2
		SP:Iteration 20F (14792.260000 sec): 3 clusters
  Score: Raw -187239.939474 + Penalty 2413.241313 = -184826.698161
  nChanged 2
		SP:Iteration 21Q (14792.410000 sec): 3 clusters
  Score: Raw -187242.683372 + Penalty 2413.241313 = -184829.442059
  nChanged 2
		SP:Iteration 22Q (14792.550000 sec): 3 clusters
  Score: Raw -187244.907144 + Penalty 2413.241313 = -184831.665831
  nChanged 1
		SP:Iteration 23Q (14792.670000 sec): 3 clusters
  Score: Raw -187245.751337 + Penalty 2413.241313 = -184832.510023
  nChanged 0
		SP:Iteration 24F (14792.820000 sec): 3 clusters
  Score: Raw -187245.751337 + Penalty 2413.241313 = -184832.510023
  nChanged 0
  Score: Raw -118919601.220918 + Penalty 175528.613765 = -118744072.607153

Splitting cluster 31 changes total score from -118740337.556007 to -118744072.607153

 So it's getting split into cluster 78.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 32 (8796 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14980.330000 sec): 2 clusters
  Score: Raw -1019526.543200 + Penalty 1475.833507 = -1018050.709693
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14980.630000 sec): 3 clusters
  Score: Raw -1014645.595061 + Penalty 2951.667014 = -1011693.928047
  nChanged 3822
		SP:Iteration 1F (14980.810000 sec): 3 clusters
  Score: Raw -1017226.543068 + Penalty 2951.667014 = -1014274.876054
  nChanged 848
		SP:Iteration 2F (14981.030000 sec): 3 clusters
  Score: Raw -1018174.012910 + Penalty 2951.667014 = -1015222.345896
  nChanged 856
		SP:Iteration 3F (14981.260000 sec): 3 clusters
  Score: Raw -1019203.578763 + Penalty 2951.667014 = -1016251.911749
  nChanged 783
		SP:Iteration 4F (14981.460000 sec): 3 clusters
  Score: Raw -1020147.003004 + Penalty 2951.667014 = -1017195.335990
  nChanged 674
		SP:Iteration 5F (14981.770000 sec): 3 clusters
  Score: Raw -1020966.297375 + Penalty 2951.667014 = -1018014.630361
  nChanged 573
		SP:Iteration 6F (14982.060000 sec): 3 clusters
  Score: Raw -1021767.094828 + Penalty 2951.667014 = -1018815.427814
  nChanged 535
		SP:Iteration 7F (14982.250000 sec): 3 clusters
  Score: Raw -1022547.617505 + Penalty 2951.667014 = -1019595.950491
  nChanged 435
		SP:Iteration 8Q (14982.470000 sec): 3 clusters
  Score: Raw -1022953.679108 + Penalty 2951.667014 = -1020002.012094
  nChanged 269
		SP:Iteration 9Q (14982.670000 sec): 3 clusters
  Score: Raw -1023158.237885 + Penalty 2951.667014 = -1020206.570870
  nChanged 154
		SP:Iteration 10Q (14982.910000 sec): 3 clusters
  Score: Raw -1023245.322946 + Penalty 2951.667014 = -1020293.655931
  nChanged 92
		SP:Iteration 11Q (14983.140000 sec): 3 clusters
  Score: Raw -1023279.590072 + Penalty 2951.667014 = -1020327.923058
  nChanged 47
		SP:Iteration 12Q (14983.410000 sec): 3 clusters
  Score: Raw -1023289.263580 + Penalty 2951.667014 = -1020337.596566
  nChanged 16
		SP:Iteration 13Q (14983.610000 sec): 3 clusters
  Score: Raw -1023291.267934 + Penalty 2951.667014 = -1020339.600920
  nChanged 8
		SP:Iteration 14Q (14983.840000 sec): 3 clusters
  Score: Raw -1023292.193765 + Penalty 2951.667014 = -1020340.526750
  nChanged 2
		SP:Iteration 15Q (14984.160000 sec): 3 clusters
  Score: Raw -1023292.419576 + Penalty 2951.667014 = -1020340.752562
  nChanged 2
		SP:Iteration 16Q (14984.430000 sec): 3 clusters
  Score: Raw -1023292.601370 + Penalty 2951.667014 = -1020340.934355
  nChanged 1
		SP:Iteration 17Q (14984.640000 sec): 3 clusters
  Score: Raw -1023292.661535 + Penalty 2951.667014 = -1020340.994521
  nChanged 0
		SP:Iteration 18F (14984.930000 sec): 3 clusters
  Score: Raw -1023292.661535 + Penalty 2951.667014 = -1020340.994521
  nChanged 0
  Score: Raw -118923367.339254 + Penalty 177778.980608 = -118745588.358646

Splitting cluster 32 changes total score from -118740337.556007 to -118745588.358646

 So it's getting split into cluster 79.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 33 (13351 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15184.300000 sec): 2 clusters
  Score: Raw -1690834.579628 + Penalty 1543.643817 = -1689290.935810
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15184.530000 sec): 3 clusters
  Score: Raw -1683096.723004 + Penalty 3087.287634 = -1680009.435370
  nChanged 5833
		SP:Iteration 1F (15184.780000 sec): 3 clusters
  Score: Raw -1686221.915575 + Penalty 3087.287634 = -1683134.627941
  nChanged 665
		SP:Iteration 2Q (15185.050000 sec): 3 clusters
  Score: Raw -1686448.887893 + Penalty 3087.287634 = -1683361.600258
  nChanged 575
		SP:Iteration 3Q (15185.300000 sec): 3 clusters
  Score: Raw -1686643.761948 + Penalty 3087.287634 = -1683556.474313
  nChanged 507
		SP:Iteration 4Q (15185.610000 sec): 3 clusters
  Score: Raw -1686808.924713 + Penalty 3087.287634 = -1683721.637078
  nChanged 492
		SP:Iteration 5Q (15185.880000 sec): 3 clusters
  Score: Raw -1687002.092418 + Penalty 3087.287634 = -1683914.804784
  nChanged 513
		SP:Iteration 6Q (15186.190000 sec): 3 clusters
  Score: Raw -1687211.906378 + Penalty 3087.287634 = -1684124.618744
  nChanged 516
		SP:Iteration 7Q (15186.480000 sec): 3 clusters
  Score: Raw -1687441.702350 + Penalty 3087.287634 = -1684354.414715
  nChanged 534
		SP:Iteration 8Q (15186.740000 sec): 3 clusters
  Score: Raw -1687713.315142 + Penalty 3087.287634 = -1684626.027508
  nChanged 555
		SP:Iteration 9Q (15187.100000 sec): 3 clusters
  Score: Raw -1688025.247696 + Penalty 3087.287634 = -1684937.960061
  nChanged 607
		SP:Iteration 10Q (15187.340000 sec): 3 clusters
  Score: Raw -1688404.759513 + Penalty 3087.287634 = -1685317.471878
  nChanged 666
		SP:Iteration 11Q (15187.630000 sec): 3 clusters
  Score: Raw -1688912.489097 + Penalty 3087.287634 = -1685825.201462
  nChanged 677
		SP:Iteration 12F (15187.910000 sec): 3 clusters
  Score: Raw -1689477.969849 + Penalty 3087.287634 = -1686390.682215
  nChanged 558
		SP:Iteration 13Q (15188.210000 sec): 3 clusters
  Score: Raw -1689950.870093 + Penalty 3087.287634 = -1686863.582459
  nChanged 406
		SP:Iteration 14Q (15188.500000 sec): 3 clusters
  Score: Raw -1690314.713517 + Penalty 3087.287634 = -1687227.425883
  nChanged 289
		SP:Iteration 15Q (15188.780000 sec): 3 clusters
  Score: Raw -1690558.371045 + Penalty 3087.287634 = -1687471.083410
  nChanged 181
		SP:Iteration 16Q (15189.020000 sec): 3 clusters
  Score: Raw -1690737.878462 + Penalty 3087.287634 = -1687650.590827
  nChanged 112
		SP:Iteration 17Q (15189.280000 sec): 3 clusters
  Score: Raw -1690853.152596 + Penalty 3087.287634 = -1687765.864962
  nChanged 76
		SP:Iteration 18Q (15189.540000 sec): 3 clusters
  Score: Raw -1690933.594031 + Penalty 3087.287634 = -1687846.306396
  nChanged 38
		SP:Iteration 19Q (15189.830000 sec): 3 clusters
  Score: Raw -1690966.551624 + Penalty 3087.287634 = -1687879.263990
  nChanged 19
		SP:Iteration 20F (15190.060000 sec): 3 clusters
  Score: Raw -1690984.207050 + Penalty 3087.287634 = -1687896.919415
  nChanged 13
		SP:Iteration 21Q (15190.260000 sec): 3 clusters
  Score: Raw -1691001.545560 + Penalty 3087.287634 = -1687914.257926
  nChanged 13
		SP:Iteration 22Q (15190.540000 sec): 3 clusters
  Score: Raw -1691018.807882 + Penalty 3087.287634 = -1687931.520247
  nChanged 15
		SP:Iteration 23Q (15190.900000 sec): 3 clusters
  Score: Raw -1691036.099050 + Penalty 3087.287634 = -1687948.811416
  nChanged 12
		SP:Iteration 24Q (15191.140000 sec): 3 clusters
  Score: Raw -1691046.481537 + Penalty 3087.287634 = -1687959.193903
  nChanged 7
		SP:Iteration 25Q (15191.370000 sec): 3 clusters
  Score: Raw -1691053.936130 + Penalty 3087.287634 = -1687966.648496
  nChanged 4
		SP:Iteration 26Q (15191.640000 sec): 3 clusters
  Score: Raw -1691058.987496 + Penalty 3087.287634 = -1687971.699861
  nChanged 6
		SP:Iteration 27Q (15191.950000 sec): 3 clusters
  Score: Raw -1691064.858682 + Penalty 3087.287634 = -1687977.571047
  nChanged 5
		SP:Iteration 28Q (15192.180000 sec): 3 clusters
  Score: Raw -1691069.628522 + Penalty 3087.287634 = -1687982.340888
  nChanged 4
		SP:Iteration 29Q (15192.490000 sec): 3 clusters
  Score: Raw -1691072.452796 + Penalty 3087.287634 = -1687985.165162
  nChanged 3
		SP:Iteration 30Q (15192.760000 sec): 3 clusters
  Score: Raw -1691074.807591 + Penalty 3087.287634 = -1687987.519956
  nChanged 4
		SP:Iteration 31Q (15193.060000 sec): 3 clusters
  Score: Raw -1691077.654399 + Penalty 3087.287634 = -1687990.366765
  nChanged 0
		SP:Iteration 32F (15193.350000 sec): 3 clusters
  Score: Raw -1691077.654399 + Penalty 3087.287634 = -1687990.366765
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 34 (788 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15193.420000 sec): 2 clusters
  Score: Raw -89900.519358 + Penalty 1083.793440 = -88816.725919
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15193.630000 sec): 3 clusters
  Score: Raw -89762.846529 + Penalty 2167.586879 = -87595.259650
  nChanged 227
		SP:Iteration 1F (15193.770000 sec): 3 clusters
  Score: Raw -90029.425494 + Penalty 2167.586879 = -87861.838615
  nChanged 76
		SP:Iteration 2F (15193.950000 sec): 3 clusters
  Score: Raw -90195.077647 + Penalty 2167.586879 = -88027.490768
  nChanged 75
		SP:Iteration 3F (15194.130000 sec): 3 clusters
  Score: Raw -90364.146713 + Penalty 2167.586879 = -88196.559834
  nChanged 66
		SP:Iteration 4F (15194.340000 sec): 3 clusters
  Score: Raw -90589.201414 + Penalty 2167.586879 = -88421.614535
  nChanged 49
		SP:Iteration 5F (15194.520000 sec): 3 clusters
  Score: Raw -90761.704341 + Penalty 2167.586879 = -88594.117462
  nChanged 32
		SP:Iteration 6Q (15194.680000 sec): 3 clusters
  Score: Raw -90835.903635 + Penalty 2167.586879 = -88668.316756
  nChanged 22
		SP:Iteration 7Q (15194.860000 sec): 3 clusters
  Score: Raw -90890.376262 + Penalty 2167.586879 = -88722.789383
  nChanged 13
		SP:Iteration 8Q (15195.040000 sec): 3 clusters
  Score: Raw -90917.076984 + Penalty 2167.586879 = -88749.490105
  nChanged 9
		SP:Iteration 9Q (15195.200000 sec): 3 clusters
  Score: Raw -90930.840995 + Penalty 2167.586879 = -88763.254116
  nChanged 1
		SP:Iteration 10Q (15195.400000 sec): 3 clusters
  Score: Raw -90931.690274 + Penalty 2167.586879 = -88764.103394
  nChanged 0
		SP:Iteration 11F (15195.610000 sec): 3 clusters
  Score: Raw -90931.690274 + Penalty 2167.586879 = -88764.103394
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 35 (7292 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15195.710000 sec): 2 clusters
  Score: Raw -803852.842825 + Penalty 1445.361635 = -802407.481190
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15195.950000 sec): 3 clusters
  Score: Raw -799937.929493 + Penalty 2890.723269 = -797047.206224
  nChanged 3088
		SP:Iteration 1F (15196.180000 sec): 3 clusters
  Score: Raw -801936.499092 + Penalty 2890.723269 = -799045.775822
  nChanged 693
		SP:Iteration 2F (15196.360000 sec): 3 clusters
  Score: Raw -802559.973591 + Penalty 2890.723269 = -799669.250322
  nChanged 642
		SP:Iteration 3F (15196.600000 sec): 3 clusters
  Score: Raw -803122.732516 + Penalty 2890.723269 = -800232.009246
  nChanged 511
		SP:Iteration 4F (15196.840000 sec): 3 clusters
  Score: Raw -803517.742138 + Penalty 2890.723269 = -800627.018869
  nChanged 419
		SP:Iteration 5F (15197.080000 sec): 3 clusters
  Score: Raw -803868.326695 + Penalty 2890.723269 = -800977.603426
  nChanged 368
		SP:Iteration 6F (15197.330000 sec): 3 clusters
  Score: Raw -804189.325422 + Penalty 2890.723269 = -801298.602153
  nChanged 363
		SP:Iteration 7Q (15197.560000 sec): 3 clusters
  Score: Raw -804496.969889 + Penalty 2890.723269 = -801606.246620
  nChanged 325
		SP:Iteration 8Q (15197.810000 sec): 3 clusters
  Score: Raw -804809.495370 + Penalty 2890.723269 = -801918.772101
  nChanged 315
		SP:Iteration 9Q (15198.050000 sec): 3 clusters
  Score: Raw -805134.297750 + Penalty 2890.723269 = -802243.574481
  nChanged 277
		SP:Iteration 10Q (15198.300000 sec): 3 clusters
  Score: Raw -805425.842220 + Penalty 2890.723269 = -802535.118951
  nChanged 256
		SP:Iteration 11Q (15198.530000 sec): 3 clusters
  Score: Raw -805668.938056 + Penalty 2890.723269 = -802778.214787
  nChanged 201
		SP:Iteration 12Q (15198.790000 sec): 3 clusters
  Score: Raw -805826.760320 + Penalty 2890.723269 = -802936.037051
  nChanged 131
		SP:Iteration 13Q (15199.030000 sec): 3 clusters
  Score: Raw -805917.193844 + Penalty 2890.723269 = -803026.470575
  nChanged 99
		SP:Iteration 14Q (15199.270000 sec): 3 clusters
  Score: Raw -805983.750638 + Penalty 2890.723269 = -803093.027369
  nChanged 79
		SP:Iteration 15Q (15199.510000 sec): 3 clusters
  Score: Raw -806034.878872 + Penalty 2890.723269 = -803144.155603
  nChanged 60
		SP:Iteration 16Q (15199.750000 sec): 3 clusters
  Score: Raw -806073.997657 + Penalty 2890.723269 = -803183.274388
  nChanged 53
		SP:Iteration 17Q (15199.990000 sec): 3 clusters
  Score: Raw -806111.177137 + Penalty 2890.723269 = -803220.453868
  nChanged 55
		SP:Iteration 18Q (15200.230000 sec): 3 clusters
  Score: Raw -806162.104686 + Penalty 2890.723269 = -803271.381416
  nChanged 64
		SP:Iteration 19Q (15200.450000 sec): 3 clusters
  Score: Raw -806215.639491 + Penalty 2890.723269 = -803324.916221
  nChanged 50
		SP:Iteration 20F (15200.750000 sec): 3 clusters
  Score: Raw -806258.764064 + Penalty 2890.723269 = -803368.040795
  nChanged 45
		SP:Iteration 21Q (15201.030000 sec): 3 clusters
  Score: Raw -806289.924781 + Penalty 2890.723269 = -803399.201511
  nChanged 42
		SP:Iteration 22Q (15201.310000 sec): 3 clusters
  Score: Raw -806305.160923 + Penalty 2890.723269 = -803414.437654
  nChanged 32
		SP:Iteration 23Q (15201.530000 sec): 3 clusters
  Score: Raw -806312.152504 + Penalty 2890.723269 = -803421.429235
  nChanged 15
		SP:Iteration 24Q (15201.710000 sec): 3 clusters
  Score: Raw -806316.089198 + Penalty 2890.723269 = -803425.365928
  nChanged 13
		SP:Iteration 25Q (15201.980000 sec): 3 clusters
  Score: Raw -806320.206644 + Penalty 2890.723269 = -803429.483375
  nChanged 15
		SP:Iteration 26Q (15202.240000 sec): 3 clusters
  Score: Raw -806323.547382 + Penalty 2890.723269 = -803432.824113
  nChanged 9
		SP:Iteration 27Q (15202.430000 sec): 3 clusters
  Score: Raw -806325.572136 + Penalty 2890.723269 = -803434.848867
  nChanged 7
		SP:Iteration 28Q (15202.700000 sec): 3 clusters
  Score: Raw -806326.542474 + Penalty 2890.723269 = -803435.819205
  nChanged 6
		SP:Iteration 29Q (15202.960000 sec): 3 clusters
  Score: Raw -806327.890221 + Penalty 2890.723269 = -803437.166952
  nChanged 9
		SP:Iteration 30Q (15203.220000 sec): 3 clusters
  Score: Raw -806330.219334 + Penalty 2890.723269 = -803439.496064
  nChanged 5
		SP:Iteration 31Q (15203.470000 sec): 3 clusters
  Score: Raw -806330.816415 + Penalty 2890.723269 = -803440.093145
  nChanged 2
		SP:Iteration 32Q (15203.730000 sec): 3 clusters
  Score: Raw -806331.018526 + Penalty 2890.723269 = -803440.295257
  nChanged 0
		SP:Iteration 33F (15203.910000 sec): 3 clusters
  Score: Raw -806331.018526 + Penalty 2890.723269 = -803440.295257
  nChanged 0
  Score: Raw -118925845.514955 + Penalty 180029.347451 = -118745816.167504

Splitting cluster 35 changes total score from -118740337.556007 to -118745816.167504

 So it's getting split into cluster 80.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 36 (26247 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15398.620000 sec): 2 clusters
  Score: Raw -3289880.728816 + Penalty 1653.487384 = -3288227.241433
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15398.980000 sec): 3 clusters
  Score: Raw -3273707.091928 + Penalty 3306.974767 = -3270400.117161
  nChanged 12021
		SP:Iteration 1F (15399.260000 sec): 3 clusters
  Score: Raw -3280556.113740 + Penalty 3306.974767 = -3277249.138973
  nChanged 1237
		SP:Iteration 2Q (15399.620000 sec): 3 clusters
  Score: Raw -3281008.810019 + Penalty 3306.974767 = -3277701.835251
  nChanged 1264
		SP:Iteration 3Q (15399.970000 sec): 3 clusters
  Score: Raw -3281647.729853 + Penalty 3306.974767 = -3278340.755086
  nChanged 1478
		SP:Iteration 4F (15400.250000 sec): 3 clusters
  Score: Raw -3282630.311346 + Penalty 3306.974767 = -3279323.336579
  nChanged 1631
		SP:Iteration 5F (15400.600000 sec): 3 clusters
  Score: Raw -3284064.489547 + Penalty 3306.974767 = -3280757.514780
  nChanged 1657
		SP:Iteration 6F (15400.930000 sec): 3 clusters
  Score: Raw -3285750.232457 + Penalty 3306.974767 = -3282443.257690
  nChanged 1440
		SP:Iteration 7F (15401.260000 sec): 3 clusters
  Score: Raw -3287147.932257 + Penalty 3306.974767 = -3283840.957490
  nChanged 1158
		SP:Iteration 8Q (15401.610000 sec): 3 clusters
  Score: Raw -3288090.396208 + Penalty 3306.974767 = -3284783.421441
  nChanged 850
		SP:Iteration 9Q (15401.880000 sec): 3 clusters
  Score: Raw -3288718.203357 + Penalty 3306.974767 = -3285411.228589
  nChanged 656
		SP:Iteration 10Q (15402.110000 sec): 3 clusters
  Score: Raw -3289178.017256 + Penalty 3306.974767 = -3285871.042489
  nChanged 466
		SP:Iteration 11Q (15402.460000 sec): 3 clusters
  Score: Raw -3289483.734353 + Penalty 3306.974767 = -3286176.759586
  nChanged 313
		SP:Iteration 12Q (15402.800000 sec): 3 clusters
  Score: Raw -3289674.766972 + Penalty 3306.974767 = -3286367.792204
  nChanged 209
		SP:Iteration 13Q (15403.050000 sec): 3 clusters
  Score: Raw -3289814.686393 + Penalty 3306.974767 = -3286507.711626
  nChanged 142
		SP:Iteration 14Q (15403.410000 sec): 3 clusters
  Score: Raw -3289909.364417 + Penalty 3306.974767 = -3286602.389649
  nChanged 108
		SP:Iteration 15Q (15403.740000 sec): 3 clusters
  Score: Raw -3289981.834172 + Penalty 3306.974767 = -3286674.859405
  nChanged 81
		SP:Iteration 16Q (15404.010000 sec): 3 clusters
  Score: Raw -3290028.973563 + Penalty 3306.974767 = -3286721.998796
  nChanged 40
		SP:Iteration 17Q (15404.360000 sec): 3 clusters
  Score: Raw -3290054.051687 + Penalty 3306.974767 = -3286747.076920
  nChanged 35
		SP:Iteration 18Q (15404.650000 sec): 3 clusters
  Score: Raw -3290075.583979 + Penalty 3306.974767 = -3286768.609212
  nChanged 21
		SP:Iteration 19Q (15404.970000 sec): 3 clusters
  Score: Raw -3290089.062356 + Penalty 3306.974767 = -3286782.087589
  nChanged 23
		SP:Iteration 20F (15405.430000 sec): 3 clusters
  Score: Raw -3290105.709073 + Penalty 3306.974767 = -3286798.734306
  nChanged 25
		SP:Iteration 21Q (15405.770000 sec): 3 clusters
  Score: Raw -3290121.537987 + Penalty 3306.974767 = -3286814.563220
  nChanged 17
		SP:Iteration 22Q (15406.090000 sec): 3 clusters
  Score: Raw -3290131.692405 + Penalty 3306.974767 = -3286824.717638
  nChanged 16
		SP:Iteration 23Q (15406.430000 sec): 3 clusters
  Score: Raw -3290138.906224 + Penalty 3306.974767 = -3286831.931457
  nChanged 12
		SP:Iteration 24Q (15406.720000 sec): 3 clusters
  Score: Raw -3290144.952019 + Penalty 3306.974767 = -3286837.977252
  nChanged 2
		SP:Iteration 25Q (15407.050000 sec): 3 clusters
  Score: Raw -3290146.052437 + Penalty 3306.974767 = -3286839.077670
  nChanged 2
		SP:Iteration 26Q (15407.380000 sec): 3 clusters
  Score: Raw -3290146.511518 + Penalty 3306.974767 = -3286839.536751
  nChanged 1
		SP:Iteration 27Q (15407.650000 sec): 3 clusters
  Score: Raw -3290146.864079 + Penalty 3306.974767 = -3286839.889311
  nChanged 1
		SP:Iteration 28Q (15408.110000 sec): 3 clusters
  Score: Raw -3290147.455468 + Penalty 3306.974767 = -3286840.480701
  nChanged 1
		SP:Iteration 29Q (15408.420000 sec): 3 clusters
  Score: Raw -3290147.670759 + Penalty 3306.974767 = -3286840.695992
  nChanged 1
		SP:Iteration 30Q (15408.760000 sec): 3 clusters
  Score: Raw -3290148.051588 + Penalty 3306.974767 = -3286841.076821
  nChanged 1
		SP:Iteration 31Q (15409.010000 sec): 3 clusters
  Score: Raw -3290148.474491 + Penalty 3306.974767 = -3286841.499724
  nChanged 1
		SP:Iteration 32Q (15409.200000 sec): 3 clusters
  Score: Raw -3290149.485992 + Penalty 3306.974767 = -3286842.511225
  nChanged 3
		SP:Iteration 33Q (15409.540000 sec): 3 clusters
  Score: Raw -3290151.677527 + Penalty 3306.974767 = -3286844.702760
  nChanged 2
		SP:Iteration 34Q (15409.970000 sec): 3 clusters
  Score: Raw -3290152.469842 + Penalty 3306.974767 = -3286845.495075
  nChanged 1
		SP:Iteration 35Q (15410.240000 sec): 3 clusters
  Score: Raw -3290153.500607 + Penalty 3306.974767 = -3286846.525839
  nChanged 2
		SP:Iteration 36Q (15410.660000 sec): 3 clusters
  Score: Raw -3290154.429101 + Penalty 3306.974767 = -3286847.454334
  nChanged 1
		SP:Iteration 37Q (15410.950000 sec): 3 clusters
  Score: Raw -3290154.613635 + Penalty 3306.974767 = -3286847.638868
  nChanged 0
		SP:Iteration 38F (15411.300000 sec): 3 clusters
  Score: Raw -3290154.613635 + Penalty 3306.974767 = -3286847.638868
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 37 (3826 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15411.440000 sec): 2 clusters
  Score: Raw -432489.052882 + Penalty 1340.555962 = -431148.496920
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15411.680000 sec): 3 clusters
  Score: Raw -430596.602076 + Penalty 2681.111924 = -427915.490153
  nChanged 1518
		SP:Iteration 1F (15411.910000 sec): 3 clusters
  Score: Raw -431455.906930 + Penalty 2681.111924 = -428774.795006
  nChanged 313
		SP:Iteration 2F (15412.140000 sec): 3 clusters
  Score: Raw -431695.938485 + Penalty 2681.111924 = -429014.826561
  nChanged 269
		SP:Iteration 3F (15412.380000 sec): 3 clusters
  Score: Raw -431900.927179 + Penalty 2681.111924 = -429219.815255
  nChanged 233
		SP:Iteration 4F (15412.500000 sec): 3 clusters
  Score: Raw -432085.429940 + Penalty 2681.111924 = -429404.318017
  nChanged 193
		SP:Iteration 5F (15412.630000 sec): 3 clusters
  Score: Raw -432212.692885 + Penalty 2681.111924 = -429531.580961
  nChanged 120
		SP:Iteration 6Q (15412.810000 sec): 3 clusters
  Score: Raw -432285.040234 + Penalty 2681.111924 = -429603.928310
  nChanged 100
		SP:Iteration 7Q (15413.030000 sec): 3 clusters
  Score: Raw -432349.265278 + Penalty 2681.111924 = -429668.153355
  nChanged 104
		SP:Iteration 8Q (15413.200000 sec): 3 clusters
  Score: Raw -432414.834751 + Penalty 2681.111924 = -429733.722827
  nChanged 95
		SP:Iteration 9Q (15413.330000 sec): 3 clusters
  Score: Raw -432473.235075 + Penalty 2681.111924 = -429792.123151
  nChanged 84
		SP:Iteration 10Q (15413.420000 sec): 3 clusters
  Score: Raw -432531.636441 + Penalty 2681.111924 = -429850.524517
  nChanged 68
		SP:Iteration 11Q (15413.650000 sec): 3 clusters
  Score: Raw -432574.287438 + Penalty 2681.111924 = -429893.175514
  nChanged 50
		SP:Iteration 12Q (15413.770000 sec): 3 clusters
  Score: Raw -432597.066864 + Penalty 2681.111924 = -429915.954940
  nChanged 29
		SP:Iteration 13Q (15413.960000 sec): 3 clusters
  Score: Raw -432608.129736 + Penalty 2681.111924 = -429927.017812
  nChanged 19
		SP:Iteration 14Q (15414.150000 sec): 3 clusters
  Score: Raw -432616.174531 + Penalty 2681.111924 = -429935.062607
  nChanged 15
		SP:Iteration 15Q (15414.320000 sec): 3 clusters
  Score: Raw -432624.658016 + Penalty 2681.111924 = -429943.546092
  nChanged 17
		SP:Iteration 16Q (15414.540000 sec): 3 clusters
  Score: Raw -432632.939099 + Penalty 2681.111924 = -429951.827175
  nChanged 21
		SP:Iteration 17Q (15414.760000 sec): 3 clusters
  Score: Raw -432644.483201 + Penalty 2681.111924 = -429963.371278
  nChanged 16
		SP:Iteration 18Q (15414.990000 sec): 3 clusters
  Score: Raw -432651.220783 + Penalty 2681.111924 = -429970.108860
  nChanged 17
		SP:Iteration 19Q (15415.210000 sec): 3 clusters
  Score: Raw -432660.864429 + Penalty 2681.111924 = -429979.752506
  nChanged 17
		SP:Iteration 20F (15415.470000 sec): 3 clusters
  Score: Raw -432668.979430 + Penalty 2681.111924 = -429987.867506
  nChanged 9
		SP:Iteration 21Q (15415.690000 sec): 3 clusters
  Score: Raw -432673.356349 + Penalty 2681.111924 = -429992.244425
  nChanged 7
		SP:Iteration 22Q (15415.900000 sec): 3 clusters
  Score: Raw -432677.400494 + Penalty 2681.111924 = -429996.288570
  nChanged 8
		SP:Iteration 23Q (15416.030000 sec): 3 clusters
  Score: Raw -432682.439824 + Penalty 2681.111924 = -430001.327900
  nChanged 14
		SP:Iteration 24Q (15416.220000 sec): 3 clusters
  Score: Raw -432689.818983 + Penalty 2681.111924 = -430008.707059
  nChanged 15
		SP:Iteration 25Q (15416.400000 sec): 3 clusters
  Score: Raw -432697.133647 + Penalty 2681.111924 = -430016.021724
  nChanged 11
		SP:Iteration 26Q (15416.620000 sec): 3 clusters
  Score: Raw -432701.311859 + Penalty 2681.111924 = -430020.199935
  nChanged 13
		SP:Iteration 27Q (15416.810000 sec): 3 clusters
  Score: Raw -432710.469406 + Penalty 2681.111924 = -430029.357483
  nChanged 14
		SP:Iteration 28Q (15417.000000 sec): 3 clusters
  Score: Raw -432718.101230 + Penalty 2681.111924 = -430036.989307
  nChanged 16
		SP:Iteration 29Q (15417.180000 sec): 3 clusters
  Score: Raw -432729.968873 + Penalty 2681.111924 = -430048.856949
  nChanged 16
		SP:Iteration 30Q (15417.410000 sec): 3 clusters
  Score: Raw -432738.368035 + Penalty 2681.111924 = -430057.256111
  nChanged 13
		SP:Iteration 31Q (15417.590000 sec): 3 clusters
  Score: Raw -432747.522001 + Penalty 2681.111924 = -430066.410078
  nChanged 10
		SP:Iteration 32Q (15417.770000 sec): 3 clusters
  Score: Raw -432754.106015 + Penalty 2681.111924 = -430072.994091
  nChanged 10
		SP:Iteration 33Q (15417.970000 sec): 3 clusters
  Score: Raw -432759.331730 + Penalty 2681.111924 = -430078.219807
  nChanged 6
		SP:Iteration 34Q (15418.160000 sec): 3 clusters
  Score: Raw -432763.987171 + Penalty 2681.111924 = -430082.875248
  nChanged 7
		SP:Iteration 35Q (15418.350000 sec): 3 clusters
  Score: Raw -432768.226178 + Penalty 2681.111924 = -430087.114254
  nChanged 4
		SP:Iteration 36Q (15418.550000 sec): 3 clusters
  Score: Raw -432770.548922 + Penalty 2681.111924 = -430089.436998
  nChanged 3
		SP:Iteration 37Q (15418.730000 sec): 3 clusters
  Score: Raw -432771.887324 + Penalty 2681.111924 = -430090.775400
  nChanged 2
		SP:Iteration 38Q (15418.950000 sec): 3 clusters
  Score: Raw -432772.904374 + Penalty 2681.111924 = -430091.792450
  nChanged 1
		SP:Iteration 39Q (15419.140000 sec): 3 clusters
  Score: Raw -432773.015027 + Penalty 2681.111924 = -430091.903103
  nChanged 1
		SP:Iteration 40F (15419.370000 sec): 3 clusters
  Score: Raw -432773.418434 + Penalty 2681.111924 = -430092.306510
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 38 (18665 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15419.590000 sec): 2 clusters
  Score: Raw -2229327.921911 + Penalty 1598.090876 = -2227729.831035
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15419.930000 sec): 3 clusters
  Score: Raw -2218127.833288 + Penalty 3196.181752 = -2214931.651536
  nChanged 8361
		SP:Iteration 1F (15420.210000 sec): 3 clusters
  Score: Raw -2223061.096235 + Penalty 3196.181752 = -2219864.914482
  nChanged 1148
		SP:Iteration 2F (15420.490000 sec): 3 clusters
  Score: Raw -2223829.831195 + Penalty 3196.181752 = -2220633.649443
  nChanged 1247
		SP:Iteration 3F (15420.790000 sec): 3 clusters
  Score: Raw -2224687.684087 + Penalty 3196.181752 = -2221491.502335
  nChanged 1371
		SP:Iteration 4F (15421.110000 sec): 3 clusters
  Score: Raw -2225740.930647 + Penalty 3196.181752 = -2222544.748895
  nChanged 1513
		SP:Iteration 5F (15421.470000 sec): 3 clusters
  Score: Raw -2226993.100746 + Penalty 3196.181752 = -2223796.918994
  nChanged 1358
		SP:Iteration 6F (15421.810000 sec): 3 clusters
  Score: Raw -2228032.379041 + Penalty 3196.181752 = -2224836.197289
  nChanged 1057
		SP:Iteration 7F (15422.210000 sec): 3 clusters
  Score: Raw -2228874.439297 + Penalty 3196.181752 = -2225678.257545
  nChanged 859
		SP:Iteration 8Q (15422.520000 sec): 3 clusters
  Score: Raw -2229676.857879 + Penalty 3196.181752 = -2226480.676127
  nChanged 764
		SP:Iteration 9Q (15422.810000 sec): 3 clusters
  Score: Raw -2230423.592644 + Penalty 3196.181752 = -2227227.410892
  nChanged 645
		SP:Iteration 10Q (15423.150000 sec): 3 clusters
  Score: Raw -2230926.920789 + Penalty 3196.181752 = -2227730.739037
  nChanged 429
		SP:Iteration 11Q (15423.470000 sec): 3 clusters
  Score: Raw -2231174.551747 + Penalty 3196.181752 = -2227978.369995
  nChanged 285
		SP:Iteration 12Q (15423.800000 sec): 3 clusters
  Score: Raw -2231320.389775 + Penalty 3196.181752 = -2228124.208023
  nChanged 227
		SP:Iteration 13Q (15424.040000 sec): 3 clusters
  Score: Raw -2231467.041532 + Penalty 3196.181752 = -2228270.859779
  nChanged 215
		SP:Iteration 14Q (15424.340000 sec): 3 clusters
  Score: Raw -2231643.740411 + Penalty 3196.181752 = -2228447.558659
  nChanged 200
		SP:Iteration 15Q (15424.650000 sec): 3 clusters
  Score: Raw -2231809.855592 + Penalty 3196.181752 = -2228613.673839
  nChanged 159
		SP:Iteration 16Q (15424.990000 sec): 3 clusters
  Score: Raw -2231935.097941 + Penalty 3196.181752 = -2228738.916188
  nChanged 157
		SP:Iteration 17Q (15425.300000 sec): 3 clusters
  Score: Raw -2232064.007279 + Penalty 3196.181752 = -2228867.825527
  nChanged 156
		SP:Iteration 18Q (15425.660000 sec): 3 clusters
  Score: Raw -2232212.837114 + Penalty 3196.181752 = -2229016.655362
  nChanged 179
		SP:Iteration 19Q (15425.980000 sec): 3 clusters
  Score: Raw -2232332.007922 + Penalty 3196.181752 = -2229135.826170
  nChanged 150
		SP:Iteration 20F (15426.360000 sec): 3 clusters
  Score: Raw -2232446.941547 + Penalty 3196.181752 = -2229250.759794
  nChanged 137
		SP:Iteration 21Q (15426.630000 sec): 3 clusters
  Score: Raw -2232576.153375 + Penalty 3196.181752 = -2229379.971623
  nChanged 146
		SP:Iteration 22Q (15426.940000 sec): 3 clusters
  Score: Raw -2232833.482365 + Penalty 3196.181752 = -2229637.300613
  nChanged 152
		SP:Iteration 23Q (15427.240000 sec): 3 clusters
  Score: Raw -2233117.474423 + Penalty 3196.181752 = -2229921.292671
  nChanged 127
		SP:Iteration 24Q (15427.590000 sec): 3 clusters
  Score: Raw -2233239.252365 + Penalty 3196.181752 = -2230043.070613
  nChanged 86
		SP:Iteration 25Q (15427.930000 sec): 3 clusters
  Score: Raw -2233281.335847 + Penalty 3196.181752 = -2230085.154095
  nChanged 48
		SP:Iteration 26Q (15428.220000 sec): 3 clusters
  Score: Raw -2233293.467943 + Penalty 3196.181752 = -2230097.286191
  nChanged 32
		SP:Iteration 27Q (15428.520000 sec): 3 clusters
  Score: Raw -2233298.881460 + Penalty 3196.181752 = -2230102.699708
  nChanged 19
		SP:Iteration 28Q (15428.800000 sec): 3 clusters
  Score: Raw -2233301.759887 + Penalty 3196.181752 = -2230105.578135
  nChanged 18
		SP:Iteration 29Q (15429.150000 sec): 3 clusters
  Score: Raw -2233304.157264 + Penalty 3196.181752 = -2230107.975511
  nChanged 14
		SP:Iteration 30Q (15429.400000 sec): 3 clusters
  Score: Raw -2233306.305531 + Penalty 3196.181752 = -2230110.123779
  nChanged 8
		SP:Iteration 31Q (15429.690000 sec): 3 clusters
  Score: Raw -2233306.993632 + Penalty 3196.181752 = -2230110.811880
  nChanged 4
		SP:Iteration 32Q (15429.980000 sec): 3 clusters
  Score: Raw -2233307.229064 + Penalty 3196.181752 = -2230111.047311
  nChanged 0
		SP:Iteration 33F (15430.260000 sec): 3 clusters
  Score: Raw -2233307.229064 + Penalty 3196.181752 = -2230111.047311
  nChanged 0
  Score: Raw -118929824.822107 + Penalty 182279.714294 = -118747545.107813

Splitting cluster 38 changes total score from -118740337.556007 to -118747545.107813

 So it's getting split into cluster 81.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 39 (2171 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15627.450000 sec): 2 clusters
  Score: Raw -245447.677371 + Penalty 1248.478265 = -244199.199106
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15627.620000 sec): 3 clusters
  Score: Raw -244533.612767 + Penalty 2496.956530 = -242036.656237
  nChanged 812
		SP:Iteration 1F (15627.770000 sec): 3 clusters
  Score: Raw -245393.681422 + Penalty 2496.956530 = -242896.724892
  nChanged 242
		SP:Iteration 2F (15627.920000 sec): 3 clusters
  Score: Raw -245750.278680 + Penalty 2496.956530 = -243253.322149
  nChanged 177
		SP:Iteration 3F (15628.040000 sec): 3 clusters
  Score: Raw -245984.702843 + Penalty 2496.956530 = -243487.746313
  nChanged 120
		SP:Iteration 4F (15628.200000 sec): 3 clusters
  Score: Raw -246138.506051 + Penalty 2496.956530 = -243641.549521
  nChanged 93
		SP:Iteration 5Q (15628.350000 sec): 3 clusters
  Score: Raw -246274.316332 + Penalty 2496.956530 = -243777.359801
  nChanged 78
		SP:Iteration 6Q (15628.500000 sec): 3 clusters
  Score: Raw -246361.182917 + Penalty 2496.956530 = -243864.226387
  nChanged 57
		SP:Iteration 7Q (15628.610000 sec): 3 clusters
  Score: Raw -246412.653568 + Penalty 2496.956530 = -243915.697038
  nChanged 37
		SP:Iteration 8Q (15628.740000 sec): 3 clusters
  Score: Raw -246440.707232 + Penalty 2496.956530 = -243943.750702
  nChanged 28
		SP:Iteration 9Q (15628.880000 sec): 3 clusters
  Score: Raw -246456.827934 + Penalty 2496.956530 = -243959.871404
  nChanged 19
		SP:Iteration 10Q (15629.020000 sec): 3 clusters
  Score: Raw -246480.663203 + Penalty 2496.956530 = -243983.706673
  nChanged 12
		SP:Iteration 11Q (15629.160000 sec): 3 clusters
  Score: Raw -246488.668481 + Penalty 2496.956530 = -243991.711951
  nChanged 13
		SP:Iteration 12Q (15629.300000 sec): 3 clusters
  Score: Raw -246496.886294 + Penalty 2496.956530 = -243999.929763
  nChanged 15
		SP:Iteration 13Q (15629.450000 sec): 3 clusters
  Score: Raw -246506.099788 + Penalty 2496.956530 = -244009.143258
  nChanged 14
		SP:Iteration 14Q (15629.580000 sec): 3 clusters
  Score: Raw -246512.958508 + Penalty 2496.956530 = -244016.001977
  nChanged 15
		SP:Iteration 15Q (15629.720000 sec): 3 clusters
  Score: Raw -246525.154341 + Penalty 2496.956530 = -244028.197811
  nChanged 13
		SP:Iteration 16Q (15629.860000 sec): 3 clusters
  Score: Raw -246538.711326 + Penalty 2496.956530 = -244041.754795
  nChanged 22
		SP:Iteration 17Q (15629.990000 sec): 3 clusters
  Score: Raw -246556.071266 + Penalty 2496.956530 = -244059.114736
  nChanged 15
		SP:Iteration 18Q (15630.140000 sec): 3 clusters
  Score: Raw -246566.069854 + Penalty 2496.956530 = -244069.113324
  nChanged 10
		SP:Iteration 19Q (15630.280000 sec): 3 clusters
  Score: Raw -246572.557207 + Penalty 2496.956530 = -244075.600676
  nChanged 13
		SP:Iteration 20F (15630.420000 sec): 3 clusters
  Score: Raw -246578.712779 + Penalty 2496.956530 = -244081.756249
  nChanged 6
		SP:Iteration 21Q (15630.590000 sec): 3 clusters
  Score: Raw -246580.501684 + Penalty 2496.956530 = -244083.545154
  nChanged 6
		SP:Iteration 22Q (15630.730000 sec): 3 clusters
  Score: Raw -246583.806998 + Penalty 2496.956530 = -244086.850467
  nChanged 4
		SP:Iteration 23Q (15630.850000 sec): 3 clusters
  Score: Raw -246584.598190 + Penalty 2496.956530 = -244087.641660
  nChanged 2
		SP:Iteration 24Q (15630.990000 sec): 3 clusters
  Score: Raw -246585.473448 + Penalty 2496.956530 = -244088.516918
  nChanged 1
		SP:Iteration 25Q (15631.100000 sec): 3 clusters
  Score: Raw -246586.621377 + Penalty 2496.956530 = -244089.664846
  nChanged 3
		SP:Iteration 26Q (15631.230000 sec): 3 clusters
  Score: Raw -246589.060502 + Penalty 2496.956530 = -244092.103971
  nChanged 4
		SP:Iteration 27Q (15631.360000 sec): 3 clusters
  Score: Raw -246592.031711 + Penalty 2496.956530 = -244095.075181
  nChanged 9
		SP:Iteration 28Q (15631.500000 sec): 3 clusters
  Score: Raw -246598.806602 + Penalty 2496.956530 = -244101.850072
  nChanged 6
		SP:Iteration 29Q (15631.640000 sec): 3 clusters
  Score: Raw -246601.600978 + Penalty 2496.956530 = -244104.644448
  nChanged 5
		SP:Iteration 30Q (15631.790000 sec): 3 clusters
  Score: Raw -246604.465632 + Penalty 2496.956530 = -244107.509102
  nChanged 5
		SP:Iteration 31Q (15631.950000 sec): 3 clusters
  Score: Raw -246608.918877 + Penalty 2496.956530 = -244111.962347
  nChanged 8
		SP:Iteration 32Q (15632.090000 sec): 3 clusters
  Score: Raw -246615.622813 + Penalty 2496.956530 = -244118.666282
  nChanged 9
		SP:Iteration 33Q (15632.240000 sec): 3 clusters
  Score: Raw -246622.311392 + Penalty 2496.956530 = -244125.354862
  nChanged 9
		SP:Iteration 34Q (15632.350000 sec): 3 clusters
  Score: Raw -246630.093282 + Penalty 2496.956530 = -244133.136752
  nChanged 12
		SP:Iteration 35Q (15632.470000 sec): 3 clusters
  Score: Raw -246646.421325 + Penalty 2496.956530 = -244149.464795
  nChanged 19
		SP:Iteration 36Q (15632.600000 sec): 3 clusters
  Score: Raw -246666.041926 + Penalty 2496.956530 = -244169.085396
  nChanged 22
		SP:Iteration 37Q (15632.820000 sec): 3 clusters
  Score: Raw -246688.136258 + Penalty 2496.956530 = -244191.179727
  nChanged 14
		SP:Iteration 38Q (15632.970000 sec): 3 clusters
  Score: Raw -246702.740294 + Penalty 2496.956530 = -244205.783763
  nChanged 17
		SP:Iteration 39Q (15633.100000 sec): 3 clusters
  Score: Raw -246711.853899 + Penalty 2496.956530 = -244214.897369
  nChanged 11
		SP:Iteration 40F (15633.330000 sec): 3 clusters
  Score: Raw -246715.896211 + Penalty 2496.956530 = -244218.939681
  nChanged 7
		SP:Iteration 41Q (15633.470000 sec): 3 clusters
  Score: Raw -246719.037903 + Penalty 2496.956530 = -244222.081373
  nChanged 11
		SP:Iteration 42Q (15633.650000 sec): 3 clusters
  Score: Raw -246724.629935 + Penalty 2496.956530 = -244227.673404
  nChanged 5
		SP:Iteration 43Q (15633.860000 sec): 3 clusters
  Score: Raw -246725.881681 + Penalty 2496.956530 = -244228.925151
  nChanged 1
		SP:Iteration 44Q (15634.030000 sec): 3 clusters
  Score: Raw -246726.869048 + Penalty 2496.956530 = -244229.912518
  nChanged 2
		SP:Iteration 45Q (15634.230000 sec): 3 clusters
  Score: Raw -246727.377491 + Penalty 2496.956530 = -244230.420961
  nChanged 1
		SP:Iteration 46Q (15634.390000 sec): 3 clusters
  Score: Raw -246727.612379 + Penalty 2496.956530 = -244230.655849
  nChanged 2
		SP:Iteration 47Q (15634.530000 sec): 3 clusters
  Score: Raw -246728.354131 + Penalty 2496.956530 = -244231.397601
  nChanged 3
		SP:Iteration 48Q (15634.720000 sec): 3 clusters
  Score: Raw -246730.017640 + Penalty 2496.956530 = -244233.061110
  nChanged 1
		SP:Iteration 49Q (15634.900000 sec): 3 clusters
  Score: Raw -246731.688123 + Penalty 2496.956530 = -244234.731593
  nChanged 1
		SP:Iteration 50Q (15635.100000 sec): 3 clusters
  Score: Raw -246732.145752 + Penalty 2496.956530 = -244235.189222
  nChanged 0
		SP:Iteration 51F (15635.280000 sec): 3 clusters
  Score: Raw -246732.145752 + Penalty 2496.956530 = -244235.189222
  nChanged 0
  Score: Raw -118931109.290487 + Penalty 184530.081137 = -118746579.209350

Splitting cluster 39 changes total score from -118740337.556007 to -118746579.209350

 So it's getting split into cluster 82.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 40 (8143 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15828.760000 sec): 2 clusters
  Score: Raw -860547.404142 + Penalty 1463.298515 = -859084.105627
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15828.960000 sec): 3 clusters
  Score: Raw -856069.767815 + Penalty 2926.597031 = -853143.170784
  nChanged 3477
		SP:Iteration 1F (15829.180000 sec): 3 clusters
  Score: Raw -858366.139900 + Penalty 2926.597031 = -855439.542869
  nChanged 765
		SP:Iteration 2F (15829.370000 sec): 3 clusters
  Score: Raw -859083.103800 + Penalty 2926.597031 = -856156.506769
  nChanged 729
		SP:Iteration 3F (15829.630000 sec): 3 clusters
  Score: Raw -859767.148458 + Penalty 2926.597031 = -856840.551427
  nChanged 636
		SP:Iteration 4F (15829.860000 sec): 3 clusters
  Score: Raw -860327.306228 + Penalty 2926.597031 = -857400.709197
  nChanged 523
		SP:Iteration 5F (15829.990000 sec): 3 clusters
  Score: Raw -860820.433284 + Penalty 2926.597031 = -857893.836253
  nChanged 402
		SP:Iteration 6Q (15830.160000 sec): 3 clusters
  Score: Raw -861120.478239 + Penalty 2926.597031 = -858193.881208
  nChanged 305
		SP:Iteration 7Q (15830.360000 sec): 3 clusters
  Score: Raw -861303.549038 + Penalty 2926.597031 = -858376.952007
  nChanged 216
		SP:Iteration 8Q (15830.470000 sec): 3 clusters
  Score: Raw -861412.846244 + Penalty 2926.597031 = -858486.249213
  nChanged 160
		SP:Iteration 9Q (15830.620000 sec): 3 clusters
  Score: Raw -861495.140354 + Penalty 2926.597031 = -858568.543323
  nChanged 148
		SP:Iteration 10Q (15830.780000 sec): 3 clusters
  Score: Raw -861564.571356 + Penalty 2926.597031 = -858637.974325
  nChanged 117
		SP:Iteration 11Q (15830.940000 sec): 3 clusters
  Score: Raw -861615.737201 + Penalty 2926.597031 = -858689.140170
  nChanged 109
		SP:Iteration 12Q (15831.000000 sec): 3 clusters
  Score: Raw -861669.398984 + Penalty 2926.597031 = -858742.801953
  nChanged 98
		SP:Iteration 13Q (15831.140000 sec): 3 clusters
  Score: Raw -861705.011864 + Penalty 2926.597031 = -858778.414833
  nChanged 78
		SP:Iteration 14Q (15831.330000 sec): 3 clusters
  Score: Raw -861733.112263 + Penalty 2926.597031 = -858806.515232
  nChanged 63
		SP:Iteration 15Q (15831.420000 sec): 3 clusters
  Score: Raw -861752.730714 + Penalty 2926.597031 = -858826.133683
  nChanged 59
		SP:Iteration 16Q (15831.630000 sec): 3 clusters
  Score: Raw -861773.858644 + Penalty 2926.597031 = -858847.261613
  nChanged 53
		SP:Iteration 17Q (15831.830000 sec): 3 clusters
  Score: Raw -861789.756369 + Penalty 2926.597031 = -858863.159338
  nChanged 38
		SP:Iteration 18Q (15832.080000 sec): 3 clusters
  Score: Raw -861801.904474 + Penalty 2926.597031 = -858875.307443
  nChanged 41
		SP:Iteration 19Q (15832.310000 sec): 3 clusters
  Score: Raw -861813.702184 + Penalty 2926.597031 = -858887.105153
  nChanged 38
		SP:Iteration 20F (15832.480000 sec): 3 clusters
  Score: Raw -861829.061117 + Penalty 2926.597031 = -858902.464086
  nChanged 39
		SP:Iteration 21Q (15832.640000 sec): 3 clusters
  Score: Raw -861844.460704 + Penalty 2926.597031 = -858917.863673
  nChanged 48
		SP:Iteration 22Q (15832.880000 sec): 3 clusters
  Score: Raw -861859.796851 + Penalty 2926.597031 = -858933.199820
  nChanged 45
		SP:Iteration 23Q (15833.040000 sec): 3 clusters
  Score: Raw -861872.247177 + Penalty 2926.597031 = -858945.650146
  nChanged 32
		SP:Iteration 24Q (15833.290000 sec): 3 clusters
  Score: Raw -861881.033890 + Penalty 2926.597031 = -858954.436859
  nChanged 27
		SP:Iteration 25Q (15833.450000 sec): 3 clusters
  Score: Raw -861889.209849 + Penalty 2926.597031 = -858962.612818
  nChanged 31
		SP:Iteration 26Q (15833.680000 sec): 3 clusters
  Score: Raw -861899.800018 + Penalty 2926.597031 = -858973.202987
  nChanged 33
		SP:Iteration 27Q (15833.880000 sec): 3 clusters
  Score: Raw -861910.017112 + Penalty 2926.597031 = -858983.420081
  nChanged 34
		SP:Iteration 28Q (15834.100000 sec): 3 clusters
  Score: Raw -861918.816913 + Penalty 2926.597031 = -858992.219882
  nChanged 27
		SP:Iteration 29Q (15834.310000 sec): 3 clusters
  Score: Raw -861926.285211 + Penalty 2926.597031 = -858999.688180
  nChanged 23
		SP:Iteration 30Q (15834.520000 sec): 3 clusters
  Score: Raw -861932.551745 + Penalty 2926.597031 = -859005.954714
  nChanged 24
		SP:Iteration 31Q (15834.740000 sec): 3 clusters
  Score: Raw -861938.980693 + Penalty 2926.597031 = -859012.383662
  nChanged 24
		SP:Iteration 32Q (15834.940000 sec): 3 clusters
  Score: Raw -861945.740450 + Penalty 2926.597031 = -859019.143419
  nChanged 23
		SP:Iteration 33Q (15835.180000 sec): 3 clusters
  Score: Raw -861953.033822 + Penalty 2926.597031 = -859026.436791
  nChanged 25
		SP:Iteration 34Q (15835.380000 sec): 3 clusters
  Score: Raw -861962.095073 + Penalty 2926.597031 = -859035.498042
  nChanged 24
		SP:Iteration 35Q (15835.600000 sec): 3 clusters
  Score: Raw -861969.845721 + Penalty 2926.597031 = -859043.248690
  nChanged 23
		SP:Iteration 36Q (15835.810000 sec): 3 clusters
  Score: Raw -861975.902543 + Penalty 2926.597031 = -859049.305512
  nChanged 20
		SP:Iteration 37Q (15836.020000 sec): 3 clusters
  Score: Raw -861984.241732 + Penalty 2926.597031 = -859057.644701
  nChanged 21
		SP:Iteration 38Q (15836.230000 sec): 3 clusters
  Score: Raw -861990.754114 + Penalty 2926.597031 = -859064.157083
  nChanged 18
		SP:Iteration 39Q (15836.480000 sec): 3 clusters
  Score: Raw -861996.476771 + Penalty 2926.597031 = -859069.879740
  nChanged 22
		SP:Iteration 40F (15836.700000 sec): 3 clusters
  Score: Raw -862006.793968 + Penalty 2926.597031 = -859080.196937
  nChanged 22
		SP:Iteration 41Q (15836.910000 sec): 3 clusters
  Score: Raw -862014.907836 + Penalty 2926.597031 = -859088.310805
  nChanged 21
		SP:Iteration 42Q (15837.160000 sec): 3 clusters
  Score: Raw -862022.481267 + Penalty 2926.597031 = -859095.884236
  nChanged 23
		SP:Iteration 43Q (15837.360000 sec): 3 clusters
  Score: Raw -862031.843746 + Penalty 2926.597031 = -859105.246715
  nChanged 23
		SP:Iteration 44Q (15837.600000 sec): 3 clusters
  Score: Raw -862042.001761 + Penalty 2926.597031 = -859115.404730
  nChanged 25
		SP:Iteration 45Q (15837.890000 sec): 3 clusters
  Score: Raw -862051.843237 + Penalty 2926.597031 = -859125.246206
  nChanged 26
		SP:Iteration 46Q (15838.160000 sec): 3 clusters
  Score: Raw -862059.688791 + Penalty 2926.597031 = -859133.091760
  nChanged 25
		SP:Iteration 47Q (15838.350000 sec): 3 clusters
  Score: Raw -862068.144281 + Penalty 2926.597031 = -859141.547250
  nChanged 23
		SP:Iteration 48Q (15838.640000 sec): 3 clusters
  Score: Raw -862076.756275 + Penalty 2926.597031 = -859150.159244
  nChanged 23
		SP:Iteration 49Q (15838.830000 sec): 3 clusters
  Score: Raw -862082.242464 + Penalty 2926.597031 = -859155.645433
  nChanged 13
		SP:Iteration 50Q (15839.040000 sec): 3 clusters
  Score: Raw -862085.574122 + Penalty 2926.597031 = -859158.977091
  nChanged 11
		SP:Iteration 51Q (15839.300000 sec): 3 clusters
  Score: Raw -862088.814113 + Penalty 2926.597031 = -859162.217082
  nChanged 11
		SP:Iteration 52Q (15839.480000 sec): 3 clusters
  Score: Raw -862091.463631 + Penalty 2926.597031 = -859164.866600
  nChanged 9
		SP:Iteration 53Q (15839.730000 sec): 3 clusters
  Score: Raw -862093.600844 + Penalty 2926.597031 = -859167.003813
  nChanged 3
		SP:Iteration 54Q (15840.020000 sec): 3 clusters
  Score: Raw -862093.834196 + Penalty 2926.597031 = -859167.237165
  nChanged 2
		SP:Iteration 55Q (15840.260000 sec): 3 clusters
  Score: Raw -862094.046837 + Penalty 2926.597031 = -859167.449806
  nChanged 1
		SP:Iteration 56Q (15840.430000 sec): 3 clusters
  Score: Raw -862094.102788 + Penalty 2926.597031 = -859167.505758
  nChanged 0
		SP:Iteration 57F (15840.660000 sec): 3 clusters
  Score: Raw -862094.102788 + Penalty 2926.597031 = -859167.505758
  nChanged 0
  Score: Raw -118932655.989133 + Penalty 186780.447980 = -118745875.541153

Splitting cluster 40 changes total score from -118740337.556007 to -118745875.541153

 So it's getting split into cluster 83.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 41 (11065 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16050.290000 sec): 2 clusters
  Score: Raw -1275246.999772 + Penalty 1513.125616 = -1273733.874156
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16050.570000 sec): 3 clusters
  Score: Raw -1268949.224900 + Penalty 3026.251232 = -1265922.973668
  nChanged 4820
		SP:Iteration 1F (16050.830000 sec): 3 clusters
  Score: Raw -1271662.795227 + Penalty 3026.251232 = -1268636.543995
  nChanged 905
		SP:Iteration 2F (16051.110000 sec): 3 clusters
  Score: Raw -1272415.926604 + Penalty 3026.251232 = -1269389.675372
  nChanged 1027
		SP:Iteration 3F (16051.370000 sec): 3 clusters
  Score: Raw -1273610.077290 + Penalty 3026.251232 = -1270583.826058
  nChanged 1131
		SP:Iteration 4F (16051.650000 sec): 3 clusters
  Score: Raw -1274816.257629 + Penalty 3026.251232 = -1271790.006397
  nChanged 918
		SP:Iteration 5F (16051.910000 sec): 3 clusters
  Score: Raw -1275526.787568 + Penalty 3026.251232 = -1272500.536336
  nChanged 575
		SP:Iteration 6F (16052.140000 sec): 3 clusters
  Score: Raw -1275874.795937 + Penalty 3026.251232 = -1272848.544705
  nChanged 392
		SP:Iteration 7Q (16052.400000 sec): 3 clusters
  Score: Raw -1276059.416411 + Penalty 3026.251232 = -1273033.165179
  nChanged 259
		SP:Iteration 8Q (16052.650000 sec): 3 clusters
  Score: Raw -1276151.656185 + Penalty 3026.251232 = -1273125.404953
  nChanged 174
		SP:Iteration 9Q (16052.920000 sec): 3 clusters
  Score: Raw -1276209.513521 + Penalty 3026.251232 = -1273183.262289
  nChanged 144
		SP:Iteration 10Q (16053.170000 sec): 3 clusters
  Score: Raw -1276257.557053 + Penalty 3026.251232 = -1273231.305821
  nChanged 107
		SP:Iteration 11Q (16053.450000 sec): 3 clusters
  Score: Raw -1276296.945473 + Penalty 3026.251232 = -1273270.694241
  nChanged 93
		SP:Iteration 12Q (16053.690000 sec): 3 clusters
  Score: Raw -1276322.880982 + Penalty 3026.251232 = -1273296.629750
  nChanged 89
		SP:Iteration 13Q (16053.960000 sec): 3 clusters
  Score: Raw -1276348.101251 + Penalty 3026.251232 = -1273321.850019
  nChanged 75
		SP:Iteration 14Q (16054.250000 sec): 3 clusters
  Score: Raw -1276370.663194 + Penalty 3026.251232 = -1273344.411962
  nChanged 62
		SP:Iteration 15Q (16054.530000 sec): 3 clusters
  Score: Raw -1276388.925814 + Penalty 3026.251232 = -1273362.674582
  nChanged 69
		SP:Iteration 16Q (16054.840000 sec): 3 clusters
  Score: Raw -1276412.186725 + Penalty 3026.251232 = -1273385.935493
  nChanged 61
		SP:Iteration 17Q (16055.090000 sec): 3 clusters
  Score: Raw -1276428.184489 + Penalty 3026.251232 = -1273401.933256
  nChanged 44
		SP:Iteration 18Q (16055.430000 sec): 3 clusters
  Score: Raw -1276437.492121 + Penalty 3026.251232 = -1273411.240889
  nChanged 35
		SP:Iteration 19Q (16055.690000 sec): 3 clusters
  Score: Raw -1276444.593777 + Penalty 3026.251232 = -1273418.342545
  nChanged 28
		SP:Iteration 20F (16055.940000 sec): 3 clusters
  Score: Raw -1276449.147962 + Penalty 3026.251232 = -1273422.896730
  nChanged 23
		SP:Iteration 21Q (16056.190000 sec): 3 clusters
  Score: Raw -1276452.779617 + Penalty 3026.251232 = -1273426.528385
  nChanged 17
		SP:Iteration 22Q (16056.460000 sec): 3 clusters
  Score: Raw -1276455.910747 + Penalty 3026.251232 = -1273429.659515
  nChanged 12
		SP:Iteration 23Q (16056.710000 sec): 3 clusters
  Score: Raw -1276458.484380 + Penalty 3026.251232 = -1273432.233147
  nChanged 15
		SP:Iteration 24Q (16056.950000 sec): 3 clusters
  Score: Raw -1276461.028792 + Penalty 3026.251232 = -1273434.777560
  nChanged 12
		SP:Iteration 25Q (16057.210000 sec): 3 clusters
  Score: Raw -1276462.693505 + Penalty 3026.251232 = -1273436.442272
  nChanged 10
		SP:Iteration 26Q (16057.490000 sec): 3 clusters
  Score: Raw -1276464.148186 + Penalty 3026.251232 = -1273437.896954
  nChanged 11
		SP:Iteration 27Q (16057.810000 sec): 3 clusters
  Score: Raw -1276465.957613 + Penalty 3026.251232 = -1273439.706381
  nChanged 20
		SP:Iteration 28Q (16058.120000 sec): 3 clusters
  Score: Raw -1276469.355643 + Penalty 3026.251232 = -1273443.104411
  nChanged 13
		SP:Iteration 29Q (16058.360000 sec): 3 clusters
  Score: Raw -1276472.252959 + Penalty 3026.251232 = -1273446.001727
  nChanged 13
		SP:Iteration 30Q (16058.650000 sec): 3 clusters
  Score: Raw -1276475.479869 + Penalty 3026.251232 = -1273449.228637
  nChanged 12
		SP:Iteration 31Q (16058.920000 sec): 3 clusters
  Score: Raw -1276477.124783 + Penalty 3026.251232 = -1273450.873551
  nChanged 11
		SP:Iteration 32Q (16059.150000 sec): 3 clusters
  Score: Raw -1276478.959721 + Penalty 3026.251232 = -1273452.708489
  nChanged 14
		SP:Iteration 33Q (16059.460000 sec): 3 clusters
  Score: Raw -1276481.932088 + Penalty 3026.251232 = -1273455.680856
  nChanged 11
		SP:Iteration 34Q (16059.700000 sec): 3 clusters
  Score: Raw -1276484.113106 + Penalty 3026.251232 = -1273457.861874
  nChanged 14
		SP:Iteration 35Q (16059.910000 sec): 3 clusters
  Score: Raw -1276486.893156 + Penalty 3026.251232 = -1273460.641924
  nChanged 12
		SP:Iteration 36Q (16060.170000 sec): 3 clusters
  Score: Raw -1276489.497606 + Penalty 3026.251232 = -1273463.246374
  nChanged 15
		SP:Iteration 37Q (16060.460000 sec): 3 clusters
  Score: Raw -1276492.309296 + Penalty 3026.251232 = -1273466.058064
  nChanged 19
		SP:Iteration 38Q (16060.710000 sec): 3 clusters
  Score: Raw -1276496.746955 + Penalty 3026.251232 = -1273470.495723
  nChanged 21
		SP:Iteration 39Q (16060.900000 sec): 3 clusters
  Score: Raw -1276501.252803 + Penalty 3026.251232 = -1273475.001571
  nChanged 16
		SP:Iteration 40F (16061.080000 sec): 3 clusters
  Score: Raw -1276506.068286 + Penalty 3026.251232 = -1273479.817054
  nChanged 14
		SP:Iteration 41Q (16061.390000 sec): 3 clusters
  Score: Raw -1276509.108325 + Penalty 3026.251232 = -1273482.857093
  nChanged 16
		SP:Iteration 42Q (16061.580000 sec): 3 clusters
  Score: Raw -1276511.356450 + Penalty 3026.251232 = -1273485.105218
  nChanged 14
		SP:Iteration 43Q (16061.790000 sec): 3 clusters
  Score: Raw -1276514.360386 + Penalty 3026.251232 = -1273488.109154
  nChanged 10
		SP:Iteration 44Q (16062.150000 sec): 3 clusters
  Score: Raw -1276516.651785 + Penalty 3026.251232 = -1273490.400553
  nChanged 11
		SP:Iteration 45Q (16062.430000 sec): 3 clusters
  Score: Raw -1276519.226990 + Penalty 3026.251232 = -1273492.975758
  nChanged 9
		SP:Iteration 46Q (16062.660000 sec): 3 clusters
  Score: Raw -1276521.217975 + Penalty 3026.251232 = -1273494.966743
  nChanged 7
		SP:Iteration 47Q (16062.960000 sec): 3 clusters
  Score: Raw -1276522.276343 + Penalty 3026.251232 = -1273496.025111
  nChanged 7
		SP:Iteration 48Q (16063.180000 sec): 3 clusters
  Score: Raw -1276523.580112 + Penalty 3026.251232 = -1273497.328880
  nChanged 8
		SP:Iteration 49Q (16063.400000 sec): 3 clusters
  Score: Raw -1276525.061564 + Penalty 3026.251232 = -1273498.810332
  nChanged 9
		SP:Iteration 50Q (16063.640000 sec): 3 clusters
  Score: Raw -1276526.893496 + Penalty 3026.251232 = -1273500.642263
  nChanged 11
		SP:Iteration 51Q (16063.930000 sec): 3 clusters
  Score: Raw -1276529.067874 + Penalty 3026.251232 = -1273502.816642
  nChanged 16
		SP:Iteration 52Q (16064.140000 sec): 3 clusters
  Score: Raw -1276532.587961 + Penalty 3026.251232 = -1273506.336729
  nChanged 14
		SP:Iteration 53Q (16064.390000 sec): 3 clusters
  Score: Raw -1276535.410951 + Penalty 3026.251232 = -1273509.159719
  nChanged 12
		SP:Iteration 54Q (16064.610000 sec): 3 clusters
  Score: Raw -1276536.892353 + Penalty 3026.251232 = -1273510.641121
  nChanged 6
		SP:Iteration 55Q (16064.810000 sec): 3 clusters
  Score: Raw -1276537.537356 + Penalty 3026.251232 = -1273511.286124
  nChanged 1
		SP:Iteration 56Q (16065.020000 sec): 3 clusters
  Score: Raw -1276537.654412 + Penalty 3026.251232 = -1273511.403180
  nChanged 2
		SP:Iteration 57Q (16065.270000 sec): 3 clusters
  Score: Raw -1276538.050083 + Penalty 3026.251232 = -1273511.798851
  nChanged 1
		SP:Iteration 58Q (16065.520000 sec): 3 clusters
  Score: Raw -1276538.293632 + Penalty 3026.251232 = -1273512.042400
  nChanged 2
		SP:Iteration 59Q (16065.760000 sec): 3 clusters
  Score: Raw -1276538.617564 + Penalty 3026.251232 = -1273512.366332
  nChanged 3
		SP:Iteration 60F (16065.960000 sec): 3 clusters
  Score: Raw -1276539.112909 + Penalty 3026.251232 = -1273512.861677
  nChanged 2
		SP:Iteration 61Q (16066.190000 sec): 3 clusters
  Score: Raw -1276539.473698 + Penalty 3026.251232 = -1273513.222466
  nChanged 1
		SP:Iteration 62Q (16066.420000 sec): 3 clusters
  Score: Raw -1276539.789109 + Penalty 3026.251232 = -1273513.537877
  nChanged 0
		SP:Iteration 63F (16066.650000 sec): 3 clusters
  Score: Raw -1276539.789109 + Penalty 3026.251232 = -1273513.537877
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 42 (6106 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16066.780000 sec): 2 clusters
  Score: Raw -679002.918764 + Penalty 1416.516916 = -677586.401848
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16066.990000 sec): 3 clusters
  Score: Raw -675791.894827 + Penalty 2833.033831 = -672958.860995
  nChanged 2491
		SP:Iteration 1F (16067.230000 sec): 3 clusters
  Score: Raw -677406.926517 + Penalty 2833.033831 = -674573.892685
  nChanged 575
		SP:Iteration 2F (16067.530000 sec): 3 clusters
  Score: Raw -677864.988890 + Penalty 2833.033831 = -675031.955059
  nChanged 484
		SP:Iteration 3F (16067.720000 sec): 3 clusters
  Score: Raw -678295.559677 + Penalty 2833.033831 = -675462.525845
  nChanged 464
		SP:Iteration 4F (16067.890000 sec): 3 clusters
  Score: Raw -678776.506750 + Penalty 2833.033831 = -675943.472919
  nChanged 444
		SP:Iteration 5F (16068.090000 sec): 3 clusters
  Score: Raw -679288.770801 + Penalty 2833.033831 = -676455.736970
  nChanged 442
		SP:Iteration 6F (16068.270000 sec): 3 clusters
  Score: Raw -679815.740412 + Penalty 2833.033831 = -676982.706581
  nChanged 353
		SP:Iteration 7F (16068.470000 sec): 3 clusters
  Score: Raw -680226.203943 + Penalty 2833.033831 = -677393.170112
  nChanged 237
		SP:Iteration 8Q (16068.680000 sec): 3 clusters
  Score: Raw -680437.645993 + Penalty 2833.033831 = -677604.612162
  nChanged 159
		SP:Iteration 9Q (16068.880000 sec): 3 clusters
  Score: Raw -680548.435853 + Penalty 2833.033831 = -677715.402022
  nChanged 99
		SP:Iteration 10Q (16069.040000 sec): 3 clusters
  Score: Raw -680608.250832 + Penalty 2833.033831 = -677775.217001
  nChanged 62
		SP:Iteration 11Q (16069.240000 sec): 3 clusters
  Score: Raw -680634.976007 + Penalty 2833.033831 = -677801.942175
  nChanged 45
		SP:Iteration 12Q (16069.450000 sec): 3 clusters
  Score: Raw -680652.853561 + Penalty 2833.033831 = -677819.819730
  nChanged 34
		SP:Iteration 13Q (16069.650000 sec): 3 clusters
  Score: Raw -680662.005738 + Penalty 2833.033831 = -677828.971907
  nChanged 21
		SP:Iteration 14Q (16069.920000 sec): 3 clusters
  Score: Raw -680668.078522 + Penalty 2833.033831 = -677835.044691
  nChanged 12
		SP:Iteration 15Q (16070.220000 sec): 3 clusters
  Score: Raw -680672.008947 + Penalty 2833.033831 = -677838.975116
  nChanged 13
		SP:Iteration 16Q (16070.360000 sec): 3 clusters
  Score: Raw -680676.012001 + Penalty 2833.033831 = -677842.978170
  nChanged 14
		SP:Iteration 17Q (16070.520000 sec): 3 clusters
  Score: Raw -680679.200372 + Penalty 2833.033831 = -677846.166540
  nChanged 6
		SP:Iteration 18Q (16070.690000 sec): 3 clusters
  Score: Raw -680680.722499 + Penalty 2833.033831 = -677847.688668
  nChanged 3
		SP:Iteration 19Q (16070.920000 sec): 3 clusters
  Score: Raw -680681.140773 + Penalty 2833.033831 = -677848.106941
  nChanged 3
		SP:Iteration 20F (16071.120000 sec): 3 clusters
  Score: Raw -680681.570869 + Penalty 2833.033831 = -677848.537038
  nChanged 4
		SP:Iteration 21Q (16071.310000 sec): 3 clusters
  Score: Raw -680682.377640 + Penalty 2833.033831 = -677849.343809
  nChanged 3
		SP:Iteration 22Q (16071.490000 sec): 3 clusters
  Score: Raw -680683.012045 + Penalty 2833.033831 = -677849.978214
  nChanged 1
		SP:Iteration 23Q (16071.760000 sec): 3 clusters
  Score: Raw -680683.190717 + Penalty 2833.033831 = -677850.156886
  nChanged 0
		SP:Iteration 24F (16072.100000 sec): 3 clusters
  Score: Raw -680683.190717 + Penalty 2833.033831 = -677850.156886
  nChanged 0
  Score: Raw -118934336.261086 + Penalty 189030.814823 = -118745305.446263

Splitting cluster 42 changes total score from -118740337.556007 to -118745305.446263

 So it's getting split into cluster 84.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 43 (5201 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16282.810000 sec): 2 clusters
  Score: Raw -544717.796196 + Penalty 1390.448506 = -543327.347689
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16283.030000 sec): 3 clusters
  Score: Raw -542057.366096 + Penalty 2780.897013 = -539276.469083
  nChanged 2149
		SP:Iteration 1F (16283.270000 sec): 3 clusters
  Score: Raw -543520.186964 + Penalty 2780.897013 = -540739.289951
  nChanged 518
		SP:Iteration 2F (16283.450000 sec): 3 clusters
  Score: Raw -543917.720394 + Penalty 2780.897013 = -541136.823381
  nChanged 405
		SP:Iteration 3F (16283.740000 sec): 3 clusters
  Score: Raw -544258.317727 + Penalty 2780.897013 = -541477.420714
  nChanged 333
		SP:Iteration 4F (16284.030000 sec): 3 clusters
  Score: Raw -544546.911548 + Penalty 2780.897013 = -541766.014535
  nChanged 287
		SP:Iteration 5F (16284.240000 sec): 3 clusters
  Score: Raw -544794.896358 + Penalty 2780.897013 = -542013.999345
  nChanged 267
		SP:Iteration 6F (16284.480000 sec): 3 clusters
  Score: Raw -544978.015256 + Penalty 2780.897013 = -542197.118243
  nChanged 185
		SP:Iteration 7Q (16284.690000 sec): 3 clusters
  Score: Raw -545094.678263 + Penalty 2780.897013 = -542313.781250
  nChanged 171
		SP:Iteration 8Q (16284.910000 sec): 3 clusters
  Score: Raw -545183.368620 + Penalty 2780.897013 = -542402.471607
  nChanged 134
		SP:Iteration 9Q (16285.170000 sec): 3 clusters
  Score: Raw -545247.528546 + Penalty 2780.897013 = -542466.631533
  nChanged 109
		SP:Iteration 10Q (16285.420000 sec): 3 clusters
  Score: Raw -545297.270046 + Penalty 2780.897013 = -542516.373033
  nChanged 93
		SP:Iteration 11Q (16285.640000 sec): 3 clusters
  Score: Raw -545345.544773 + Penalty 2780.897013 = -542564.647760
  nChanged 85
		SP:Iteration 12Q (16285.800000 sec): 3 clusters
  Score: Raw -545382.424436 + Penalty 2780.897013 = -542601.527423
  nChanged 56
		SP:Iteration 13Q (16286.000000 sec): 3 clusters
  Score: Raw -545403.157165 + Penalty 2780.897013 = -542622.260152
  nChanged 57
		SP:Iteration 14Q (16286.160000 sec): 3 clusters
  Score: Raw -545422.993589 + Penalty 2780.897013 = -542642.096576
  nChanged 50
		SP:Iteration 15Q (16286.370000 sec): 3 clusters
  Score: Raw -545442.486078 + Penalty 2780.897013 = -542661.589065
  nChanged 59
		SP:Iteration 16Q (16286.640000 sec): 3 clusters
  Score: Raw -545466.863062 + Penalty 2780.897013 = -542685.966049
  nChanged 48
		SP:Iteration 17Q (16286.860000 sec): 3 clusters
  Score: Raw -545488.644602 + Penalty 2780.897013 = -542707.747589
  nChanged 56
		SP:Iteration 18Q (16287.060000 sec): 3 clusters
  Score: Raw -545516.337384 + Penalty 2780.897013 = -542735.440371
  nChanged 68
		SP:Iteration 19Q (16287.300000 sec): 3 clusters
  Score: Raw -545550.843210 + Penalty 2780.897013 = -542769.946197
  nChanged 69
		SP:Iteration 20F (16287.520000 sec): 3 clusters
  Score: Raw -545589.868695 + Penalty 2780.897013 = -542808.971682
  nChanged 69
		SP:Iteration 21Q (16287.780000 sec): 3 clusters
  Score: Raw -545631.432170 + Penalty 2780.897013 = -542850.535157
  nChanged 61
		SP:Iteration 22Q (16288.020000 sec): 3 clusters
  Score: Raw -545660.086263 + Penalty 2780.897013 = -542879.189250
  nChanged 53
		SP:Iteration 23Q (16288.300000 sec): 3 clusters
  Score: Raw -545683.978000 + Penalty 2780.897013 = -542903.080987
  nChanged 47
		SP:Iteration 24Q (16288.490000 sec): 3 clusters
  Score: Raw -545703.678094 + Penalty 2780.897013 = -542922.781081
  nChanged 38
		SP:Iteration 25Q (16288.710000 sec): 3 clusters
  Score: Raw -545716.089346 + Penalty 2780.897013 = -542935.192333
  nChanged 29
		SP:Iteration 26Q (16288.970000 sec): 3 clusters
  Score: Raw -545724.980342 + Penalty 2780.897013 = -542944.083329
  nChanged 18
		SP:Iteration 27Q (16289.230000 sec): 3 clusters
  Score: Raw -545729.525743 + Penalty 2780.897013 = -542948.628730
  nChanged 15
		SP:Iteration 28Q (16289.470000 sec): 3 clusters
  Score: Raw -545734.861025 + Penalty 2780.897013 = -542953.964012
  nChanged 15
		SP:Iteration 29Q (16289.670000 sec): 3 clusters
  Score: Raw -545740.606950 + Penalty 2780.897013 = -542959.709937
  nChanged 16
		SP:Iteration 30Q (16289.900000 sec): 3 clusters
  Score: Raw -545746.751713 + Penalty 2780.897013 = -542965.854700
  nChanged 23
		SP:Iteration 31Q (16290.100000 sec): 3 clusters
  Score: Raw -545753.920809 + Penalty 2780.897013 = -542973.023796
  nChanged 22
		SP:Iteration 32Q (16290.300000 sec): 3 clusters
  Score: Raw -545761.308690 + Penalty 2780.897013 = -542980.411677
  nChanged 20
		SP:Iteration 33Q (16290.580000 sec): 3 clusters
  Score: Raw -545766.387095 + Penalty 2780.897013 = -542985.490082
  nChanged 10
		SP:Iteration 34Q (16290.800000 sec): 3 clusters
  Score: Raw -545767.988575 + Penalty 2780.897013 = -542987.091562
  nChanged 11
		SP:Iteration 35Q (16291.030000 sec): 3 clusters
  Score: Raw -545771.140595 + Penalty 2780.897013 = -542990.243582
  nChanged 13
		SP:Iteration 36Q (16291.310000 sec): 3 clusters
  Score: Raw -545776.727702 + Penalty 2780.897013 = -542995.830689
  nChanged 9
		SP:Iteration 37Q (16291.550000 sec): 3 clusters
  Score: Raw -545779.830413 + Penalty 2780.897013 = -542998.933400
  nChanged 8
		SP:Iteration 38Q (16291.720000 sec): 3 clusters
  Score: Raw -545781.903501 + Penalty 2780.897013 = -543001.006488
  nChanged 4
		SP:Iteration 39Q (16291.960000 sec): 3 clusters
  Score: Raw -545782.911611 + Penalty 2780.897013 = -543002.014598
  nChanged 2
		SP:Iteration 40F (16292.150000 sec): 3 clusters
  Score: Raw -545783.283719 + Penalty 2780.897013 = -543002.386706
  nChanged 1
		SP:Iteration 41Q (16292.350000 sec): 3 clusters
  Score: Raw -545783.413934 + Penalty 2780.897013 = -543002.516921
  nChanged 1
		SP:Iteration 42Q (16292.560000 sec): 3 clusters
  Score: Raw -545783.682760 + Penalty 2780.897013 = -543002.785747
  nChanged 0
		SP:Iteration 43F (16292.780000 sec): 3 clusters
  Score: Raw -545783.682760 + Penalty 2780.897013 = -543002.785747
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 44 (11014 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16292.970000 sec): 2 clusters
  Score: Raw -1258105.198205 + Penalty 1512.374901 = -1256592.823303
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16293.160000 sec): 3 clusters
  Score: Raw -1251817.170725 + Penalty 3024.749803 = -1248792.420923
  nChanged 4854
		SP:Iteration 1F (16293.390000 sec): 3 clusters
  Score: Raw -1254790.118829 + Penalty 3024.749803 = -1251765.369027
  nChanged 940
		SP:Iteration 2F (16293.580000 sec): 3 clusters
  Score: Raw -1255562.210038 + Penalty 3024.749803 = -1252537.460236
  nChanged 923
		SP:Iteration 3F (16293.750000 sec): 3 clusters
  Score: Raw -1256321.479940 + Penalty 3024.749803 = -1253296.730137
  nChanged 852
		SP:Iteration 4F (16294.000000 sec): 3 clusters
  Score: Raw -1257007.822550 + Penalty 3024.749803 = -1253983.072747
  nChanged 722
		SP:Iteration 5F (16294.240000 sec): 3 clusters
  Score: Raw -1257479.977548 + Penalty 3024.749803 = -1254455.227745
  nChanged 535
		SP:Iteration 6Q (16294.460000 sec): 3 clusters
  Score: Raw -1257769.252471 + Penalty 3024.749803 = -1254744.502668
  nChanged 391
		SP:Iteration 7Q (16294.720000 sec): 3 clusters
  Score: Raw -1257955.935584 + Penalty 3024.749803 = -1254931.185782
  nChanged 307
		SP:Iteration 8Q (16294.990000 sec): 3 clusters
  Score: Raw -1258093.752792 + Penalty 3024.749803 = -1255069.002989
  nChanged 251
		SP:Iteration 9Q (16295.230000 sec): 3 clusters
  Score: Raw -1258199.136328 + Penalty 3024.749803 = -1255174.386525
  nChanged 215
		SP:Iteration 10Q (16295.490000 sec): 3 clusters
  Score: Raw -1258288.011437 + Penalty 3024.749803 = -1255263.261634
  nChanged 214
		SP:Iteration 11Q (16295.700000 sec): 3 clusters
  Score: Raw -1258370.023007 + Penalty 3024.749803 = -1255345.273204
  nChanged 177
		SP:Iteration 12Q (16295.970000 sec): 3 clusters
  Score: Raw -1258431.359797 + Penalty 3024.749803 = -1255406.609995
  nChanged 142
		SP:Iteration 13Q (16296.300000 sec): 3 clusters
  Score: Raw -1258478.082820 + Penalty 3024.749803 = -1255453.333017
  nChanged 123
		SP:Iteration 14Q (16296.510000 sec): 3 clusters
  Score: Raw -1258520.481626 + Penalty 3024.749803 = -1255495.731823
  nChanged 97
		SP:Iteration 15Q (16296.760000 sec): 3 clusters
  Score: Raw -1258549.594253 + Penalty 3024.749803 = -1255524.844450
  nChanged 86
		SP:Iteration 16Q (16297.100000 sec): 3 clusters
  Score: Raw -1258574.774229 + Penalty 3024.749803 = -1255550.024426
  nChanged 79
		SP:Iteration 17Q (16297.300000 sec): 3 clusters
  Score: Raw -1258600.509554 + Penalty 3024.749803 = -1255575.759752
  nChanged 62
		SP:Iteration 18Q (16297.550000 sec): 3 clusters
  Score: Raw -1258618.567016 + Penalty 3024.749803 = -1255593.817213
  nChanged 48
		SP:Iteration 19Q (16297.780000 sec): 3 clusters
  Score: Raw -1258630.351870 + Penalty 3024.749803 = -1255605.602067
  nChanged 41
		SP:Iteration 20F (16298.060000 sec): 3 clusters
  Score: Raw -1258641.024046 + Penalty 3024.749803 = -1255616.274243
  nChanged 40
		SP:Iteration 21Q (16298.290000 sec): 3 clusters
  Score: Raw -1258650.382574 + Penalty 3024.749803 = -1255625.632771
  nChanged 38
		SP:Iteration 22Q (16298.570000 sec): 3 clusters
  Score: Raw -1258662.770702 + Penalty 3024.749803 = -1255638.020899
  nChanged 45
		SP:Iteration 23Q (16298.810000 sec): 3 clusters
  Score: Raw -1258675.952936 + Penalty 3024.749803 = -1255651.203133
  nChanged 50
		SP:Iteration 24Q (16299.020000 sec): 3 clusters
  Score: Raw -1258691.092986 + Penalty 3024.749803 = -1255666.343184
  nChanged 37
		SP:Iteration 25Q (16299.270000 sec): 3 clusters
  Score: Raw -1258703.318533 + Penalty 3024.749803 = -1255678.568730
  nChanged 39
		SP:Iteration 26Q (16299.540000 sec): 3 clusters
  Score: Raw -1258714.937515 + Penalty 3024.749803 = -1255690.187712
  nChanged 44
		SP:Iteration 27Q (16299.790000 sec): 3 clusters
  Score: Raw -1258729.925926 + Penalty 3024.749803 = -1255705.176123
  nChanged 43
		SP:Iteration 28Q (16300.050000 sec): 3 clusters
  Score: Raw -1258748.333140 + Penalty 3024.749803 = -1255723.583337
  nChanged 42
		SP:Iteration 29Q (16300.230000 sec): 3 clusters
  Score: Raw -1258765.251833 + Penalty 3024.749803 = -1255740.502030
  nChanged 38
		SP:Iteration 30Q (16300.540000 sec): 3 clusters
  Score: Raw -1258779.924007 + Penalty 3024.749803 = -1255755.174205
  nChanged 43
		SP:Iteration 31Q (16300.720000 sec): 3 clusters
  Score: Raw -1258799.269109 + Penalty 3024.749803 = -1255774.519306
  nChanged 43
		SP:Iteration 32Q (16301.030000 sec): 3 clusters
  Score: Raw -1258816.112055 + Penalty 3024.749803 = -1255791.362252
  nChanged 34
		SP:Iteration 33Q (16301.320000 sec): 3 clusters
  Score: Raw -1258834.309121 + Penalty 3024.749803 = -1255809.559318
  nChanged 42
		SP:Iteration 34Q (16301.490000 sec): 3 clusters
  Score: Raw -1258857.630463 + Penalty 3024.749803 = -1255832.880660
  nChanged 40
		SP:Iteration 35Q (16301.730000 sec): 3 clusters
  Score: Raw -1258882.344653 + Penalty 3024.749803 = -1255857.594850
  nChanged 44
		SP:Iteration 36Q (16302.040000 sec): 3 clusters
  Score: Raw -1258915.049289 + Penalty 3024.749803 = -1255890.299486
  nChanged 50
		SP:Iteration 37Q (16302.330000 sec): 3 clusters
  Score: Raw -1258962.823010 + Penalty 3024.749803 = -1255938.073208
  nChanged 38
		SP:Iteration 38Q (16302.530000 sec): 3 clusters
  Score: Raw -1258994.176413 + Penalty 3024.749803 = -1255969.426610
  nChanged 45
		SP:Iteration 39Q (16302.730000 sec): 3 clusters
  Score: Raw -1259034.938833 + Penalty 3024.749803 = -1256010.189030
  nChanged 46
		SP:Iteration 40F (16302.960000 sec): 3 clusters
  Score: Raw -1259082.039647 + Penalty 3024.749803 = -1256057.289844
  nChanged 47
		SP:Iteration 41Q (16303.240000 sec): 3 clusters
  Score: Raw -1259126.945355 + Penalty 3024.749803 = -1256102.195552
  nChanged 51
		SP:Iteration 42Q (16303.560000 sec): 3 clusters
  Score: Raw -1259162.991660 + Penalty 3024.749803 = -1256138.241858
  nChanged 43
		SP:Iteration 43Q (16303.810000 sec): 3 clusters
  Score: Raw -1259193.617341 + Penalty 3024.749803 = -1256168.867538
  nChanged 36
		SP:Iteration 44Q (16304.060000 sec): 3 clusters
  Score: Raw -1259215.030417 + Penalty 3024.749803 = -1256190.280615
  nChanged 36
		SP:Iteration 45Q (16304.330000 sec): 3 clusters
  Score: Raw -1259237.063878 + Penalty 3024.749803 = -1256212.314075
  nChanged 36
		SP:Iteration 46Q (16304.530000 sec): 3 clusters
  Score: Raw -1259252.765004 + Penalty 3024.749803 = -1256228.015202
  nChanged 27
		SP:Iteration 47Q (16304.730000 sec): 3 clusters
  Score: Raw -1259265.384655 + Penalty 3024.749803 = -1256240.634853
  nChanged 23
		SP:Iteration 48Q (16304.940000 sec): 3 clusters
  Score: Raw -1259274.308114 + Penalty 3024.749803 = -1256249.558311
  nChanged 22
		SP:Iteration 49Q (16305.110000 sec): 3 clusters
  Score: Raw -1259282.912336 + Penalty 3024.749803 = -1256258.162533
  nChanged 14
		SP:Iteration 50Q (16305.280000 sec): 3 clusters
  Score: Raw -1259287.653428 + Penalty 3024.749803 = -1256262.903625
  nChanged 16
		SP:Iteration 51Q (16305.510000 sec): 3 clusters
  Score: Raw -1259295.424248 + Penalty 3024.749803 = -1256270.674445
  nChanged 13
		SP:Iteration 52Q (16305.750000 sec): 3 clusters
  Score: Raw -1259300.282865 + Penalty 3024.749803 = -1256275.533062
  nChanged 12
		SP:Iteration 53Q (16305.990000 sec): 3 clusters
  Score: Raw -1259304.768424 + Penalty 3024.749803 = -1256280.018621
  nChanged 7
		SP:Iteration 54Q (16306.250000 sec): 3 clusters
  Score: Raw -1259306.796018 + Penalty 3024.749803 = -1256282.046216
  nChanged 5
		SP:Iteration 55Q (16306.510000 sec): 3 clusters
  Score: Raw -1259308.192233 + Penalty 3024.749803 = -1256283.442430
  nChanged 2
		SP:Iteration 56Q (16306.710000 sec): 3 clusters
  Score: Raw -1259308.692325 + Penalty 3024.749803 = -1256283.942522
  nChanged 3
		SP:Iteration 57Q (16306.960000 sec): 3 clusters
  Score: Raw -1259309.441155 + Penalty 3024.749803 = -1256284.691352
  nChanged 1
		SP:Iteration 58Q (16307.170000 sec): 3 clusters
  Score: Raw -1259309.739303 + Penalty 3024.749803 = -1256284.989500
  nChanged 1
		SP:Iteration 59Q (16307.400000 sec): 3 clusters
  Score: Raw -1259310.006509 + Penalty 3024.749803 = -1256285.256706
  nChanged 0
		SP:Iteration 60F (16307.690000 sec): 3 clusters
  Score: Raw -1259310.006509 + Penalty 3024.749803 = -1256285.256706
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 45 (7635 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16307.880000 sec): 2 clusters
  Score: Raw -867471.147083 + Penalty 1452.830960 = -866018.316123
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16308.090000 sec): 3 clusters
  Score: Raw -863328.329873 + Penalty 2905.661921 = -860422.667952
  nChanged 3197
		SP:Iteration 1F (16308.360000 sec): 3 clusters
  Score: Raw -865283.036151 + Penalty 2905.661921 = -862377.374230
  nChanged 627
		SP:Iteration 2F (16308.550000 sec): 3 clusters
  Score: Raw -865722.645299 + Penalty 2905.661921 = -862816.983378
  nChanged 543
		SP:Iteration 3F (16308.750000 sec): 3 clusters
  Score: Raw -866148.865791 + Penalty 2905.661921 = -863243.203871
  nChanged 507
		SP:Iteration 4F (16308.980000 sec): 3 clusters
  Score: Raw -866557.015374 + Penalty 2905.661921 = -863651.353453
  nChanged 464
		SP:Iteration 5F (16309.190000 sec): 3 clusters
  Score: Raw -866953.104025 + Penalty 2905.661921 = -864047.442104
  nChanged 431
		SP:Iteration 6F (16309.410000 sec): 3 clusters
  Score: Raw -867321.312414 + Penalty 2905.661921 = -864415.650493
  nChanged 382
		SP:Iteration 7F (16309.610000 sec): 3 clusters
  Score: Raw -867591.781344 + Penalty 2905.661921 = -864686.119423
  nChanged 302
		SP:Iteration 8Q (16309.810000 sec): 3 clusters
  Score: Raw -867802.569788 + Penalty 2905.661921 = -864896.907867
  nChanged 264
		SP:Iteration 9Q (16310.010000 sec): 3 clusters
  Score: Raw -867982.653201 + Penalty 2905.661921 = -865076.991281
  nChanged 239
		SP:Iteration 10Q (16310.260000 sec): 3 clusters
  Score: Raw -868170.724843 + Penalty 2905.661921 = -865265.062922
  nChanged 229
		SP:Iteration 11Q (16310.450000 sec): 3 clusters
  Score: Raw -868364.561200 + Penalty 2905.661921 = -865458.899279
  nChanged 233
		SP:Iteration 12Q (16310.660000 sec): 3 clusters
  Score: Raw -868579.935352 + Penalty 2905.661921 = -865674.273432
  nChanged 209
		SP:Iteration 13Q (16310.870000 sec): 3 clusters
  Score: Raw -868785.270736 + Penalty 2905.661921 = -865879.608815
  nChanged 205
		SP:Iteration 14Q (16311.160000 sec): 3 clusters
  Score: Raw -868986.776811 + Penalty 2905.661921 = -866081.114890
  nChanged 193
		SP:Iteration 15Q (16311.370000 sec): 3 clusters
  Score: Raw -869152.304529 + Penalty 2905.661921 = -866246.642608
  nChanged 152
		SP:Iteration 16Q (16311.590000 sec): 3 clusters
  Score: Raw -869269.489431 + Penalty 2905.661921 = -866363.827510
  nChanged 122
		SP:Iteration 17Q (16311.810000 sec): 3 clusters
  Score: Raw -869352.720757 + Penalty 2905.661921 = -866447.058836
  nChanged 97
		SP:Iteration 18Q (16312.030000 sec): 3 clusters
  Score: Raw -869403.858344 + Penalty 2905.661921 = -866498.196423
  nChanged 90
		SP:Iteration 19Q (16312.270000 sec): 3 clusters
  Score: Raw -869441.263343 + Penalty 2905.661921 = -866535.601423
  nChanged 54
		SP:Iteration 20F (16312.580000 sec): 3 clusters
  Score: Raw -869459.920574 + Penalty 2905.661921 = -866554.258653
  nChanged 45
		SP:Iteration 21Q (16312.770000 sec): 3 clusters
  Score: Raw -869474.263601 + Penalty 2905.661921 = -866568.601681
  nChanged 38
		SP:Iteration 22Q (16313.020000 sec): 3 clusters
  Score: Raw -869489.345327 + Penalty 2905.661921 = -866583.683406
  nChanged 46
		SP:Iteration 23Q (16313.260000 sec): 3 clusters
  Score: Raw -869504.871537 + Penalty 2905.661921 = -866599.209616
  nChanged 47
		SP:Iteration 24Q (16313.500000 sec): 3 clusters
  Score: Raw -869519.983835 + Penalty 2905.661921 = -866614.321914
  nChanged 35
		SP:Iteration 25Q (16313.760000 sec): 3 clusters
  Score: Raw -869531.249737 + Penalty 2905.661921 = -866625.587816
  nChanged 33
		SP:Iteration 26Q (16313.940000 sec): 3 clusters
  Score: Raw -869540.732921 + Penalty 2905.661921 = -866635.071000
  nChanged 31
		SP:Iteration 27Q (16314.160000 sec): 3 clusters
  Score: Raw -869552.133041 + Penalty 2905.661921 = -866646.471120
  nChanged 34
		SP:Iteration 28Q (16314.410000 sec): 3 clusters
  Score: Raw -869569.160025 + Penalty 2905.661921 = -866663.498104
  nChanged 54
		SP:Iteration 29Q (16314.640000 sec): 3 clusters
  Score: Raw -869603.536053 + Penalty 2905.661921 = -866697.874133
  nChanged 69
		SP:Iteration 30Q (16314.880000 sec): 3 clusters
  Score: Raw -869683.162090 + Penalty 2905.661921 = -866777.500169
  nChanged 134
		SP:Iteration 31Q (16315.120000 sec): 3 clusters
  Score: Raw -869883.692035 + Penalty 2905.661921 = -866978.030115
  nChanged 168
		SP:Iteration 32Q (16315.360000 sec): 3 clusters
  Score: Raw -870153.224106 + Penalty 2905.661921 = -867247.562185
  nChanged 194
		SP:Iteration 33Q (16315.600000 sec): 3 clusters
  Score: Raw -870425.948748 + Penalty 2905.661921 = -867520.286827
  nChanged 163
		SP:Iteration 34Q (16315.830000 sec): 3 clusters
  Score: Raw -870603.855412 + Penalty 2905.661921 = -867698.193491
  nChanged 135
		SP:Iteration 35Q (16316.070000 sec): 3 clusters
  Score: Raw -870725.194433 + Penalty 2905.661921 = -867819.532512
  nChanged 121
		SP:Iteration 36Q (16316.300000 sec): 3 clusters
  Score: Raw -870818.256937 + Penalty 2905.661921 = -867912.595017
  nChanged 99
		SP:Iteration 37Q (16316.490000 sec): 3 clusters
  Score: Raw -870870.083834 + Penalty 2905.661921 = -867964.421913
  nChanged 65
		SP:Iteration 38Q (16316.660000 sec): 3 clusters
  Score: Raw -870913.278310 + Penalty 2905.661921 = -868007.616389
  nChanged 42
		SP:Iteration 39Q (16316.890000 sec): 3 clusters
  Score: Raw -870935.761920 + Penalty 2905.661921 = -868030.099999
  nChanged 31
		SP:Iteration 40F (16317.130000 sec): 3 clusters
  Score: Raw -870989.443262 + Penalty 2905.661921 = -868083.781341
  nChanged 43
		SP:Iteration 41Q (16317.370000 sec): 3 clusters
  Score: Raw -871031.517826 + Penalty 2905.661921 = -868125.855905
  nChanged 62
		SP:Iteration 42Q (16317.580000 sec): 3 clusters
  Score: Raw -871074.426149 + Penalty 2905.661921 = -868168.764228
  nChanged 59
		SP:Iteration 43Q (16317.800000 sec): 3 clusters
  Score: Raw -871109.618220 + Penalty 2905.661921 = -868203.956299
  nChanged 53
		SP:Iteration 44Q (16318.040000 sec): 3 clusters
  Score: Raw -871139.999569 + Penalty 2905.661921 = -868234.337648
  nChanged 49
		SP:Iteration 45Q (16318.200000 sec): 3 clusters
  Score: Raw -871168.115676 + Penalty 2905.661921 = -868262.453755
  nChanged 47
		SP:Iteration 46Q (16318.440000 sec): 3 clusters
  Score: Raw -871195.248577 + Penalty 2905.661921 = -868289.586656
  nChanged 56
		SP:Iteration 47Q (16318.680000 sec): 3 clusters
  Score: Raw -871228.021998 + Penalty 2905.661921 = -868322.360077
  nChanged 54
		SP:Iteration 48Q (16318.920000 sec): 3 clusters
  Score: Raw -871260.453127 + Penalty 2905.661921 = -868354.791206
  nChanged 56
		SP:Iteration 49Q (16319.140000 sec): 3 clusters
  Score: Raw -871292.537695 + Penalty 2905.661921 = -868386.875775
  nChanged 46
		SP:Iteration 50Q (16319.390000 sec): 3 clusters
  Score: Raw -871315.055430 + Penalty 2905.661921 = -868409.393509
  nChanged 45
		SP:Iteration 51Q (16319.620000 sec): 3 clusters
  Score: Raw -871330.567397 + Penalty 2905.661921 = -868424.905477
  nChanged 29
		SP:Iteration 52Q (16319.820000 sec): 3 clusters
  Score: Raw -871339.980391 + Penalty 2905.661921 = -868434.318470
  nChanged 27
		SP:Iteration 53Q (16319.990000 sec): 3 clusters
  Score: Raw -871346.751336 + Penalty 2905.661921 = -868441.089415
  nChanged 18
		SP:Iteration 54Q (16320.220000 sec): 3 clusters
  Score: Raw -871351.000301 + Penalty 2905.661921 = -868445.338380
  nChanged 13
		SP:Iteration 55Q (16320.410000 sec): 3 clusters
  Score: Raw -871353.881146 + Penalty 2905.661921 = -868448.219225
  nChanged 10
		SP:Iteration 56Q (16320.640000 sec): 3 clusters
  Score: Raw -871355.225404 + Penalty 2905.661921 = -868449.563483
  nChanged 8
		SP:Iteration 57Q (16320.830000 sec): 3 clusters
  Score: Raw -871356.070991 + Penalty 2905.661921 = -868450.409070
  nChanged 4
		SP:Iteration 58Q (16321.100000 sec): 3 clusters
  Score: Raw -871356.642113 + Penalty 2905.661921 = -868450.980192
  nChanged 1
		SP:Iteration 59Q (16321.390000 sec): 3 clusters
  Score: Raw -871356.799455 + Penalty 2905.661921 = -868451.137535
  nChanged 2
		SP:Iteration 60F (16321.610000 sec): 3 clusters
  Score: Raw -871359.594346 + Penalty 2905.661921 = -868453.932425
  nChanged 5
		SP:Iteration 61Q (16321.880000 sec): 3 clusters
  Score: Raw -871361.551754 + Penalty 2905.661921 = -868455.889833
  nChanged 7
		SP:Iteration 62Q (16322.150000 sec): 3 clusters
  Score: Raw -871362.906215 + Penalty 2905.661921 = -868457.244295
  nChanged 6
		SP:Iteration 63Q (16322.350000 sec): 3 clusters
  Score: Raw -871363.908647 + Penalty 2905.661921 = -868458.246726
  nChanged 10
		SP:Iteration 64Q (16322.620000 sec): 3 clusters
  Score: Raw -871366.412974 + Penalty 2905.661921 = -868460.751053
  nChanged 12
		SP:Iteration 65Q (16322.890000 sec): 3 clusters
  Score: Raw -871369.360264 + Penalty 2905.661921 = -868463.698343
  nChanged 12
		SP:Iteration 66Q (16323.120000 sec): 3 clusters
  Score: Raw -871372.831760 + Penalty 2905.661921 = -868467.169840
  nChanged 10
		SP:Iteration 67Q (16323.290000 sec): 3 clusters
  Score: Raw -871374.744068 + Penalty 2905.661921 = -868469.082147
  nChanged 7
		SP:Iteration 68Q (16323.490000 sec): 3 clusters
  Score: Raw -871375.670035 + Penalty 2905.661921 = -868470.008114
  nChanged 3
		SP:Iteration 69Q (16323.710000 sec): 3 clusters
  Score: Raw -871376.189132 + Penalty 2905.661921 = -868470.527211
  nChanged 2
		SP:Iteration 70Q (16323.960000 sec): 3 clusters
  Score: Raw -871376.583373 + Penalty 2905.661921 = -868470.921452
  nChanged 2
		SP:Iteration 71Q (16324.090000 sec): 3 clusters
  Score: Raw -871376.930837 + Penalty 2905.661921 = -868471.268916
  nChanged 1
		SP:Iteration 72Q (16324.290000 sec): 3 clusters
  Score: Raw -871377.348666 + Penalty 2905.661921 = -868471.686745
  nChanged 1
		SP:Iteration 73Q (16324.450000 sec): 3 clusters
  Score: Raw -871377.462317 + Penalty 2905.661921 = -868471.800397
  nChanged 1
		SP:Iteration 74Q (16324.700000 sec): 3 clusters
  Score: Raw -871377.674887 + Penalty 2905.661921 = -868472.012967
  nChanged 0
		SP:Iteration 75F (16324.970000 sec): 3 clusters
  Score: Raw -871377.674887 + Penalty 2905.661921 = -868472.012967
  nChanged 0
  Score: Raw -118938242.788889 + Penalty 191281.181667 = -118746961.607223

Splitting cluster 45 changes total score from -118740337.556007 to -118746961.607223

 So it's getting split into cluster 85.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 46 (1042 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16533.330000 sec): 2 clusters
  Score: Raw -116389.696653 + Penalty 1129.195799 = -115260.500854
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16533.520000 sec): 3 clusters
  Score: Raw -116050.776722 + Penalty 2258.391597 = -113792.385125
  nChanged 323
		SP:Iteration 1F (16533.670000 sec): 3 clusters
  Score: Raw -116351.274803 + Penalty 2258.391597 = -114092.883205
  nChanged 84
		SP:Iteration 2F (16533.810000 sec): 3 clusters
  Score: Raw -116474.861694 + Penalty 2258.391597 = -114216.470097
  nChanged 62
		SP:Iteration 3F (16533.990000 sec): 3 clusters
  Score: Raw -116585.206302 + Penalty 2258.391597 = -114326.814705
  nChanged 57
		SP:Iteration 4F (16534.140000 sec): 3 clusters
  Score: Raw -116704.088151 + Penalty 2258.391597 = -114445.696553
  nChanged 55
		SP:Iteration 5F (16534.270000 sec): 3 clusters
  Score: Raw -116834.314152 + Penalty 2258.391597 = -114575.922555
  nChanged 65
		SP:Iteration 6F (16534.360000 sec): 3 clusters
  Score: Raw -117097.844943 + Penalty 2258.391597 = -114839.453345
  nChanged 65
		SP:Iteration 7F (16534.500000 sec): 3 clusters
  Score: Raw -117421.780393 + Penalty 2258.391597 = -115163.388796
  nChanged 43
		SP:Iteration 8Q (16534.640000 sec): 3 clusters
  Score: Raw -117541.372951 + Penalty 2258.391597 = -115282.981354
  nChanged 31
		SP:Iteration 9Q (16534.770000 sec): 3 clusters
  Score: Raw -117626.984645 + Penalty 2258.391597 = -115368.593048
  nChanged 25
		SP:Iteration 10Q (16534.930000 sec): 3 clusters
  Score: Raw -117703.742385 + Penalty 2258.391597 = -115445.350788
  nChanged 15
		SP:Iteration 11Q (16535.080000 sec): 3 clusters
  Score: Raw -117737.172834 + Penalty 2258.391597 = -115478.781236
  nChanged 7
		SP:Iteration 12Q (16535.210000 sec): 3 clusters
  Score: Raw -117762.577581 + Penalty 2258.391597 = -115504.185983
  nChanged 8
		SP:Iteration 13Q (16535.310000 sec): 3 clusters
  Score: Raw -117781.389265 + Penalty 2258.391597 = -115522.997668
  nChanged 4
		SP:Iteration 14Q (16535.460000 sec): 3 clusters
  Score: Raw -117792.075319 + Penalty 2258.391597 = -115533.683722
  nChanged 1
		SP:Iteration 15Q (16535.610000 sec): 3 clusters
  Score: Raw -117795.631908 + Penalty 2258.391597 = -115537.240311
  nChanged 0
		SP:Iteration 16F (16535.760000 sec): 3 clusters
  Score: Raw -117795.631908 + Penalty 2258.391597 = -115537.240311
  nChanged 0
  Score: Raw -118939648.724144 + Penalty 193531.548510 = -118746117.175635

Splitting cluster 46 changes total score from -118740337.556007 to -118746117.175635

 So it's getting split into cluster 86.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 47 (1663 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16733.650000 sec): 2 clusters
  Score: Raw -163680.814332 + Penalty 1205.161503 = -162475.652829
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16733.770000 sec): 3 clusters
  Score: Raw -163176.920437 + Penalty 2410.323006 = -160766.597432
  nChanged 564
		SP:Iteration 1F (16733.820000 sec): 3 clusters
  Score: Raw -164128.038407 + Penalty 2410.323006 = -161717.715402
  nChanged 207
		SP:Iteration 2F (16733.850000 sec): 3 clusters
  Score: Raw -165054.165357 + Penalty 2410.323006 = -162643.842351
  nChanged 175
		SP:Iteration 3F (16733.900000 sec): 3 clusters
  Score: Raw -165468.871308 + Penalty 2410.323006 = -163058.548302
  nChanged 103
		SP:Iteration 4F (16733.930000 sec): 3 clusters
  Score: Raw -165715.661202 + Penalty 2410.323006 = -163305.338197
  nChanged 66
		SP:Iteration 5Q (16733.990000 sec): 3 clusters
  Score: Raw -165853.924850 + Penalty 2410.323006 = -163443.601844
  nChanged 38
		SP:Iteration 6Q (16734.020000 sec): 3 clusters
  Score: Raw -165907.966259 + Penalty 2410.323006 = -163497.643253
  nChanged 19
		SP:Iteration 7Q (16734.130000 sec): 3 clusters
  Score: Raw -165944.656207 + Penalty 2410.323006 = -163534.333201
  nChanged 12
		SP:Iteration 8Q (16734.170000 sec): 3 clusters
  Score: Raw -165963.458446 + Penalty 2410.323006 = -163553.135440
  nChanged 8
		SP:Iteration 9Q (16734.320000 sec): 3 clusters
  Score: Raw -165974.659178 + Penalty 2410.323006 = -163564.336172
  nChanged 6
		SP:Iteration 10Q (16734.460000 sec): 3 clusters
  Score: Raw -165984.310413 + Penalty 2410.323006 = -163573.987408
  nChanged 6
		SP:Iteration 11Q (16734.620000 sec): 3 clusters
  Score: Raw -165997.671434 + Penalty 2410.323006 = -163587.348428
  nChanged 7
		SP:Iteration 12Q (16734.770000 sec): 3 clusters
  Score: Raw -166005.325175 + Penalty 2410.323006 = -163595.002169
  nChanged 3
		SP:Iteration 13Q (16734.930000 sec): 3 clusters
  Score: Raw -166008.338622 + Penalty 2410.323006 = -163598.015616
  nChanged 1
		SP:Iteration 14Q (16735.070000 sec): 3 clusters
  Score: Raw -166009.360402 + Penalty 2410.323006 = -163599.037396
  nChanged 1
		SP:Iteration 15Q (16735.260000 sec): 3 clusters
  Score: Raw -166010.563311 + Penalty 2410.323006 = -163600.240305
  nChanged 1
		SP:Iteration 16Q (16735.410000 sec): 3 clusters
  Score: Raw -166011.482433 + Penalty 2410.323006 = -163601.159427
  nChanged 1
		SP:Iteration 17Q (16735.590000 sec): 3 clusters
  Score: Raw -166011.989004 + Penalty 2410.323006 = -163601.665998
  nChanged 0
		SP:Iteration 18F (16735.750000 sec): 3 clusters
  Score: Raw -166011.989004 + Penalty 2410.323006 = -163601.665998
  nChanged 0
  Score: Raw -118941979.898817 + Penalty 195781.915353 = -118746197.983464

Splitting cluster 47 changes total score from -118740337.556007 to -118746197.983464

 So it's getting split into cluster 87.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 48 (7788 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16934.450000 sec): 2 clusters
  Score: Raw -934297.182825 + Penalty 1456.055147 = -932841.127678
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16934.700000 sec): 3 clusters
  Score: Raw -930019.880072 + Penalty 2912.110294 = -927107.769778
  nChanged 3326
		SP:Iteration 1F (16934.860000 sec): 3 clusters
  Score: Raw -931965.908752 + Penalty 2912.110294 = -929053.798458
  nChanged 578
		SP:Iteration 2F (16935.100000 sec): 3 clusters
  Score: Raw -932319.584269 + Penalty 2912.110294 = -929407.473975
  nChanged 515
		SP:Iteration 3F (16935.260000 sec): 3 clusters
  Score: Raw -932628.735248 + Penalty 2912.110294 = -929716.624954
  nChanged 488
		SP:Iteration 4F (16935.490000 sec): 3 clusters
  Score: Raw -932950.686213 + Penalty 2912.110294 = -930038.575919
  nChanged 442
		SP:Iteration 5F (16935.720000 sec): 3 clusters
  Score: Raw -933248.683205 + Penalty 2912.110294 = -930336.572911
  nChanged 409
		SP:Iteration 6F (16935.950000 sec): 3 clusters
  Score: Raw -933520.285989 + Penalty 2912.110294 = -930608.175695
  nChanged 387
		SP:Iteration 7Q (16936.200000 sec): 3 clusters
  Score: Raw -933790.453528 + Penalty 2912.110294 = -930878.343234
  nChanged 360
		SP:Iteration 8Q (16936.440000 sec): 3 clusters
  Score: Raw -934065.695547 + Penalty 2912.110294 = -931153.585253
  nChanged 313
		SP:Iteration 9Q (16936.680000 sec): 3 clusters
  Score: Raw -934316.308854 + Penalty 2912.110294 = -931404.198560
  nChanged 258
		SP:Iteration 10Q (16936.920000 sec): 3 clusters
  Score: Raw -934505.035923 + Penalty 2912.110294 = -931592.925629
  nChanged 214
		SP:Iteration 11Q (16937.140000 sec): 3 clusters
  Score: Raw -934649.130399 + Penalty 2912.110294 = -931737.020105
  nChanged 179
		SP:Iteration 12Q (16937.390000 sec): 3 clusters
  Score: Raw -934779.687733 + Penalty 2912.110294 = -931867.577439
  nChanged 181
		SP:Iteration 13Q (16937.590000 sec): 3 clusters
  Score: Raw -934902.721624 + Penalty 2912.110294 = -931990.611329
  nChanged 159
		SP:Iteration 14Q (16937.810000 sec): 3 clusters
  Score: Raw -934998.660505 + Penalty 2912.110294 = -932086.550211
  nChanged 142
		SP:Iteration 15Q (16938.000000 sec): 3 clusters
  Score: Raw -935075.699945 + Penalty 2912.110294 = -932163.589651
  nChanged 138
		SP:Iteration 16Q (16938.210000 sec): 3 clusters
  Score: Raw -935145.690526 + Penalty 2912.110294 = -932233.580232
  nChanged 122
		SP:Iteration 17Q (16938.410000 sec): 3 clusters
  Score: Raw -935203.172219 + Penalty 2912.110294 = -932291.061924
  nChanged 127
		SP:Iteration 18Q (16938.590000 sec): 3 clusters
  Score: Raw -935266.233401 + Penalty 2912.110294 = -932354.123106
  nChanged 136
		SP:Iteration 19Q (16938.820000 sec): 3 clusters
  Score: Raw -935332.484458 + Penalty 2912.110294 = -932420.374163
  nChanged 134
		SP:Iteration 20F (16939.050000 sec): 3 clusters
  Score: Raw -935392.910376 + Penalty 2912.110294 = -932480.800082
  nChanged 119
		SP:Iteration 21Q (16939.290000 sec): 3 clusters
  Score: Raw -935444.881367 + Penalty 2912.110294 = -932532.771073
  nChanged 131
		SP:Iteration 22Q (16939.530000 sec): 3 clusters
  Score: Raw -935511.101014 + Penalty 2912.110294 = -932598.990720
  nChanged 145
		SP:Iteration 23Q (16939.720000 sec): 3 clusters
  Score: Raw -935597.117149 + Penalty 2912.110294 = -932685.006855
  nChanged 160
		SP:Iteration 24Q (16939.950000 sec): 3 clusters
  Score: Raw -935705.170023 + Penalty 2912.110294 = -932793.059729
  nChanged 175
		SP:Iteration 25Q (16940.110000 sec): 3 clusters
  Score: Raw -935827.116761 + Penalty 2912.110294 = -932915.006466
  nChanged 161
		SP:Iteration 26Q (16940.340000 sec): 3 clusters
  Score: Raw -935939.319197 + Penalty 2912.110294 = -933027.208903
  nChanged 161
		SP:Iteration 27Q (16940.590000 sec): 3 clusters
  Score: Raw -936050.855513 + Penalty 2912.110294 = -933138.745219
  nChanged 157
		SP:Iteration 28Q (16940.820000 sec): 3 clusters
  Score: Raw -936171.937192 + Penalty 2912.110294 = -933259.826898
  nChanged 157
		SP:Iteration 29Q (16941.000000 sec): 3 clusters
  Score: Raw -936310.412191 + Penalty 2912.110294 = -933398.301897
  nChanged 172
		SP:Iteration 30Q (16941.220000 sec): 3 clusters
  Score: Raw -936456.520342 + Penalty 2912.110294 = -933544.410048
  nChanged 147
		SP:Iteration 31Q (16941.450000 sec): 3 clusters
  Score: Raw -936597.440644 + Penalty 2912.110294 = -933685.330350
  nChanged 138
		SP:Iteration 32Q (16941.680000 sec): 3 clusters
  Score: Raw -936711.715315 + Penalty 2912.110294 = -933799.605021
  nChanged 116
		SP:Iteration 33Q (16941.870000 sec): 3 clusters
  Score: Raw -936781.659163 + Penalty 2912.110294 = -933869.548869
  nChanged 86
		SP:Iteration 34Q (16942.050000 sec): 3 clusters
  Score: Raw -936814.327906 + Penalty 2912.110294 = -933902.217612
  nChanged 47
		SP:Iteration 35Q (16942.280000 sec): 3 clusters
  Score: Raw -936830.747462 + Penalty 2912.110294 = -933918.637168
  nChanged 40
		SP:Iteration 36Q (16942.510000 sec): 3 clusters
  Score: Raw -936843.290824 + Penalty 2912.110294 = -933931.180530
  nChanged 30
		SP:Iteration 37Q (16942.710000 sec): 3 clusters
  Score: Raw -936850.881276 + Penalty 2912.110294 = -933938.770982
  nChanged 18
		SP:Iteration 38Q (16942.930000 sec): 3 clusters
  Score: Raw -936856.508394 + Penalty 2912.110294 = -933944.398100
  nChanged 16
		SP:Iteration 39Q (16943.110000 sec): 3 clusters
  Score: Raw -936860.741082 + Penalty 2912.110294 = -933948.630788
  nChanged 10
		SP:Iteration 40F (16943.340000 sec): 3 clusters
  Score: Raw -936864.295115 + Penalty 2912.110294 = -933952.184821
  nChanged 13
		SP:Iteration 41Q (16943.570000 sec): 3 clusters
  Score: Raw -936867.766670 + Penalty 2912.110294 = -933955.656376
  nChanged 14
		SP:Iteration 42Q (16943.810000 sec): 3 clusters
  Score: Raw -936870.367965 + Penalty 2912.110294 = -933958.257671
  nChanged 11
		SP:Iteration 43Q (16944.050000 sec): 3 clusters
  Score: Raw -936872.683632 + Penalty 2912.110294 = -933960.573338
  nChanged 13
		SP:Iteration 44Q (16944.210000 sec): 3 clusters
  Score: Raw -936874.826475 + Penalty 2912.110294 = -933962.716181
  nChanged 6
		SP:Iteration 45Q (16944.400000 sec): 3 clusters
  Score: Raw -936875.832822 + Penalty 2912.110294 = -933963.722528
  nChanged 2
		SP:Iteration 46Q (16944.620000 sec): 3 clusters
  Score: Raw -936876.105845 + Penalty 2912.110294 = -933963.995550
  nChanged 1
		SP:Iteration 47Q (16944.810000 sec): 3 clusters
  Score: Raw -936876.267550 + Penalty 2912.110294 = -933964.157256
  nChanged 1
		SP:Iteration 48Q (16945.020000 sec): 3 clusters
  Score: Raw -936876.442794 + Penalty 2912.110294 = -933964.332500
  nChanged 2
		SP:Iteration 49Q (16945.240000 sec): 3 clusters
  Score: Raw -936876.902599 + Penalty 2912.110294 = -933964.792305
  nChanged 1
		SP:Iteration 50Q (16945.520000 sec): 3 clusters
  Score: Raw -936876.992331 + Penalty 2912.110294 = -933964.882037
  nChanged 1
		SP:Iteration 51Q (16945.790000 sec): 3 clusters
  Score: Raw -936877.066595 + Penalty 2912.110294 = -933964.956301
  nChanged 0
		SP:Iteration 52F (16945.950000 sec): 3 clusters
  Score: Raw -936877.066595 + Penalty 2912.110294 = -933964.956301
  nChanged 0
  Score: Raw -118944559.782586 + Penalty 198032.282196 = -118746527.500390

Splitting cluster 48 changes total score from -118740337.556007 to -118746527.500390

 So it's getting split into cluster 88.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 49 (655 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17171.040000 sec): 2 clusters
  Score: Raw -67911.015367 + Penalty 1053.753226 = -66857.262141
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17171.250000 sec): 3 clusters
  Score: Raw -67938.977343 + Penalty 2107.506452 = -65831.470891
  nChanged 212
		SP:Iteration 1F (17171.380000 sec): 3 clusters
  Score: Raw -68727.936767 + Penalty 2107.506452 = -66620.430315
  nChanged 92
		SP:Iteration 2F (17171.560000 sec): 3 clusters
  Score: Raw -69348.211914 + Penalty 2107.506452 = -67240.705463
  nChanged 56
		SP:Iteration 3F (17171.710000 sec): 3 clusters
  Score: Raw -69920.956874 + Penalty 2107.506452 = -67813.450422
  nChanged 31
		SP:Iteration 4Q (17171.900000 sec): 3 clusters
  Score: Raw -70347.889995 + Penalty 2107.506452 = -68240.383543
  nChanged 23
		SP:Iteration 5Q (17172.100000 sec): 3 clusters
  Score: Raw -70596.168338 + Penalty 2107.506452 = -68488.661886
  nChanged 17
		SP:Iteration 6Q (17172.280000 sec): 3 clusters
  Score: Raw -70844.198859 + Penalty 2107.506452 = -68736.692408
  nChanged 13
		SP:Iteration 7Q (17172.440000 sec): 3 clusters
  Score: Raw -70920.483440 + Penalty 2107.506452 = -68812.976988
  nChanged 8
		SP:Iteration 8Q (17172.640000 sec): 3 clusters
  Score: Raw -70998.080482 + Penalty 2107.506452 = -68890.574030
  nChanged 12
		SP:Iteration 9Q (17172.820000 sec): 3 clusters
  Score: Raw -71091.999876 + Penalty 2107.506452 = -68984.493424
  nChanged 9
		SP:Iteration 10Q (17173.000000 sec): 3 clusters
  Score: Raw -71207.662309 + Penalty 2107.506452 = -69100.155858
  nChanged 8
		SP:Iteration 11Q (17173.120000 sec): 3 clusters
  Score: Raw -71283.185804 + Penalty 2107.506452 = -69175.679352
  nChanged 2
		SP:Iteration 12Q (17173.300000 sec): 3 clusters
  Score: Raw -71291.699142 + Penalty 2107.506452 = -69184.192691
  nChanged 2
		SP:Iteration 13Q (17173.470000 sec): 3 clusters
  Score: Raw -71301.099826 + Penalty 2107.506452 = -69193.593375
  nChanged 2
		SP:Iteration 14Q (17173.640000 sec): 3 clusters
  Score: Raw -71308.264229 + Penalty 2107.506452 = -69200.757778
  nChanged 0
		SP:Iteration 15F (17173.820000 sec): 3 clusters
  Score: Raw -71308.264229 + Penalty 2107.506452 = -69200.757778
  nChanged 0
  Score: Raw -118947957.031449 + Penalty 200282.649039 = -118747674.382410

Splitting cluster 49 changes total score from -118740337.556007 to -118747674.382410

 So it's getting split into cluster 89.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 50 (3891 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17390.930000 sec): 2 clusters
  Score: Raw -438325.191191 + Penalty 1343.293489 = -436981.897702
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17391.100000 sec): 3 clusters
  Score: Raw -436422.345512 + Penalty 2686.586979 = -433735.758533
  nChanged 1536
		SP:Iteration 1F (17391.280000 sec): 3 clusters
  Score: Raw -437495.994709 + Penalty 2686.586979 = -434809.407730
  nChanged 364
		SP:Iteration 2F (17391.460000 sec): 3 clusters
  Score: Raw -437859.047039 + Penalty 2686.586979 = -435172.460061
  nChanged 328
		SP:Iteration 3F (17391.600000 sec): 3 clusters
  Score: Raw -438251.706047 + Penalty 2686.586979 = -435565.119068
  nChanged 306
		SP:Iteration 4F (17391.770000 sec): 3 clusters
  Score: Raw -438695.280187 + Penalty 2686.586979 = -436008.693208
  nChanged 287
		SP:Iteration 5F (17391.940000 sec): 3 clusters
  Score: Raw -439068.464455 + Penalty 2686.586979 = -436381.877476
  nChanged 234
		SP:Iteration 6F (17392.110000 sec): 3 clusters
  Score: Raw -439321.300406 + Penalty 2686.586979 = -436634.713428
  nChanged 164
		SP:Iteration 7Q (17392.250000 sec): 3 clusters
  Score: Raw -439443.004956 + Penalty 2686.586979 = -436756.417977
  nChanged 103
		SP:Iteration 8Q (17392.430000 sec): 3 clusters
  Score: Raw -439517.792969 + Penalty 2686.586979 = -436831.205990
  nChanged 82
		SP:Iteration 9Q (17392.590000 sec): 3 clusters
  Score: Raw -439573.754426 + Penalty 2686.586979 = -436887.167448
  nChanged 74
		SP:Iteration 10Q (17392.760000 sec): 3 clusters
  Score: Raw -439617.483523 + Penalty 2686.586979 = -436930.896545
  nChanged 68
		SP:Iteration 11Q (17392.910000 sec): 3 clusters
  Score: Raw -439670.109102 + Penalty 2686.586979 = -436983.522123
  nChanged 68
		SP:Iteration 12Q (17393.070000 sec): 3 clusters
  Score: Raw -439731.850998 + Penalty 2686.586979 = -437045.264019
  nChanged 80
		SP:Iteration 13Q (17393.270000 sec): 3 clusters
  Score: Raw -439801.803485 + Penalty 2686.586979 = -437115.216506
  nChanged 77
		SP:Iteration 14Q (17393.450000 sec): 3 clusters
  Score: Raw -439869.548709 + Penalty 2686.586979 = -437182.961730
  nChanged 54
		SP:Iteration 15Q (17393.580000 sec): 3 clusters
  Score: Raw -439916.315428 + Penalty 2686.586979 = -437229.728450
  nChanged 45
		SP:Iteration 16Q (17393.760000 sec): 3 clusters
  Score: Raw -439940.491995 + Penalty 2686.586979 = -437253.905016
  nChanged 35
		SP:Iteration 17Q (17393.860000 sec): 3 clusters
  Score: Raw -439955.002811 + Penalty 2686.586979 = -437268.415832
  nChanged 20
		SP:Iteration 18Q (17393.970000 sec): 3 clusters
  Score: Raw -439964.970172 + Penalty 2686.586979 = -437278.383193
  nChanged 15
		SP:Iteration 19Q (17394.130000 sec): 3 clusters
  Score: Raw -439971.340676 + Penalty 2686.586979 = -437284.753697
  nChanged 8
		SP:Iteration 20F (17394.310000 sec): 3 clusters
  Score: Raw -439972.380702 + Penalty 2686.586979 = -437285.793723
  nChanged 5
		SP:Iteration 21Q (17394.440000 sec): 3 clusters
  Score: Raw -439973.244163 + Penalty 2686.586979 = -437286.657184
  nChanged 1
		SP:Iteration 22Q (17394.580000 sec): 3 clusters
  Score: Raw -439973.463421 + Penalty 2686.586979 = -437286.876442
  nChanged 2
		SP:Iteration 23Q (17394.710000 sec): 3 clusters
  Score: Raw -439973.843131 + Penalty 2686.586979 = -437287.256152
  nChanged 1
		SP:Iteration 24Q (17394.860000 sec): 3 clusters
  Score: Raw -439974.130906 + Penalty 2686.586979 = -437287.543928
  nChanged 1
		SP:Iteration 25Q (17395.030000 sec): 3 clusters
  Score: Raw -439974.257970 + Penalty 2686.586979 = -437287.670991
  nChanged 3
		SP:Iteration 26Q (17395.170000 sec): 3 clusters
  Score: Raw -439974.712515 + Penalty 2686.586979 = -437288.125537
  nChanged 2
		SP:Iteration 27Q (17395.330000 sec): 3 clusters
  Score: Raw -439975.019493 + Penalty 2686.586979 = -437288.432515
  nChanged 0
		SP:Iteration 28F (17395.480000 sec): 3 clusters
  Score: Raw -439975.019493 + Penalty 2686.586979 = -437288.432515
  nChanged 0
  Score: Raw -118949606.859750 + Penalty 202533.015882 = -118747073.843868

Splitting cluster 50 changes total score from -118740337.556007 to -118747073.843868

 So it's getting split into cluster 90.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 51 (17034 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17601.920000 sec): 2 clusters
  Score: Raw -1976110.165048 + Penalty 1583.232077 = -1974526.932972
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17602.220000 sec): 3 clusters
  Score: Raw -1966014.456214 + Penalty 3166.464153 = -1962847.992061
  nChanged 7596
		SP:Iteration 1F (17602.500000 sec): 3 clusters
  Score: Raw -1971156.627080 + Penalty 3166.464153 = -1967990.162927
  nChanged 1522
		SP:Iteration 2F (17602.790000 sec): 3 clusters
  Score: Raw -1972461.786491 + Penalty 3166.464153 = -1969295.322338
  nChanged 1447
		SP:Iteration 3F (17603.090000 sec): 3 clusters
  Score: Raw -1973687.661130 + Penalty 3166.464153 = -1970521.196977
  nChanged 1313
		SP:Iteration 4F (17603.370000 sec): 3 clusters
  Score: Raw -1974667.232592 + Penalty 3166.464153 = -1971500.768439
  nChanged 1048
		SP:Iteration 5F (17603.660000 sec): 3 clusters
  Score: Raw -1975342.484293 + Penalty 3166.464153 = -1972176.020140
  nChanged 820
		SP:Iteration 6Q (17603.910000 sec): 3 clusters
  Score: Raw -1975828.291019 + Penalty 3166.464153 = -1972661.826866
  nChanged 628
		SP:Iteration 7Q (17604.110000 sec): 3 clusters
  Score: Raw -1976213.834156 + Penalty 3166.464153 = -1973047.370003
  nChanged 526
		SP:Iteration 8Q (17604.360000 sec): 3 clusters
  Score: Raw -1976518.212194 + Penalty 3166.464153 = -1973351.748041
  nChanged 414
		SP:Iteration 9Q (17604.650000 sec): 3 clusters
  Score: Raw -1976738.290297 + Penalty 3166.464153 = -1973571.826143
  nChanged 396
		SP:Iteration 10Q (17604.920000 sec): 3 clusters
  Score: Raw -1976976.667000 + Penalty 3166.464153 = -1973810.202847
  nChanged 384
		SP:Iteration 11Q (17605.160000 sec): 3 clusters
  Score: Raw -1977257.119115 + Penalty 3166.464153 = -1974090.654961
  nChanged 378
		SP:Iteration 12Q (17605.420000 sec): 3 clusters
  Score: Raw -1977513.877033 + Penalty 3166.464153 = -1974347.412880
  nChanged 313
		SP:Iteration 13Q (17605.650000 sec): 3 clusters
  Score: Raw -1977679.229919 + Penalty 3166.464153 = -1974512.765766
  nChanged 236
		SP:Iteration 14Q (17605.900000 sec): 3 clusters
  Score: Raw -1977798.911719 + Penalty 3166.464153 = -1974632.447565
  nChanged 229
		SP:Iteration 15Q (17606.130000 sec): 3 clusters
  Score: Raw -1977900.991840 + Penalty 3166.464153 = -1974734.527687
  nChanged 180
		SP:Iteration 16Q (17606.380000 sec): 3 clusters
  Score: Raw -1977972.599060 + Penalty 3166.464153 = -1974806.134907
  nChanged 149
		SP:Iteration 17Q (17606.650000 sec): 3 clusters
  Score: Raw -1978033.212664 + Penalty 3166.464153 = -1974866.748510
  nChanged 145
		SP:Iteration 18Q (17606.890000 sec): 3 clusters
  Score: Raw -1978091.969417 + Penalty 3166.464153 = -1974925.505264
  nChanged 118
		SP:Iteration 19Q (17607.130000 sec): 3 clusters
  Score: Raw -1978128.138311 + Penalty 3166.464153 = -1974961.674157
  nChanged 89
		SP:Iteration 20F (17607.440000 sec): 3 clusters
  Score: Raw -1978155.481737 + Penalty 3166.464153 = -1974989.017583
  nChanged 98
		SP:Iteration 21Q (17607.660000 sec): 3 clusters
  Score: Raw -1978181.703267 + Penalty 3166.464153 = -1975015.239114
  nChanged 68
		SP:Iteration 22Q (17607.930000 sec): 3 clusters
  Score: Raw -1978201.498076 + Penalty 3166.464153 = -1975035.033923
  nChanged 62
		SP:Iteration 23Q (17608.150000 sec): 3 clusters
  Score: Raw -1978219.578464 + Penalty 3166.464153 = -1975053.114311
  nChanged 58
		SP:Iteration 24Q (17608.420000 sec): 3 clusters
  Score: Raw -1978237.112881 + Penalty 3166.464153 = -1975070.648728
  nChanged 58
		SP:Iteration 25Q (17608.660000 sec): 3 clusters
  Score: Raw -1978250.874832 + Penalty 3166.464153 = -1975084.410678
  nChanged 41
		SP:Iteration 26Q (17608.940000 sec): 3 clusters
  Score: Raw -1978261.536775 + Penalty 3166.464153 = -1975095.072622
  nChanged 32
		SP:Iteration 27Q (17609.180000 sec): 3 clusters
  Score: Raw -1978268.984365 + Penalty 3166.464153 = -1975102.520211
  nChanged 33
		SP:Iteration 28Q (17609.480000 sec): 3 clusters
  Score: Raw -1978278.361496 + Penalty 3166.464153 = -1975111.897342
  nChanged 28
		SP:Iteration 29Q (17609.710000 sec): 3 clusters
  Score: Raw -1978285.473905 + Penalty 3166.464153 = -1975119.009751
  nChanged 22
		SP:Iteration 30Q (17609.890000 sec): 3 clusters
  Score: Raw -1978288.712089 + Penalty 3166.464153 = -1975122.247936
  nChanged 18
		SP:Iteration 31Q (17610.180000 sec): 3 clusters
  Score: Raw -1978291.667780 + Penalty 3166.464153 = -1975125.203627
  nChanged 12
		SP:Iteration 32Q (17610.410000 sec): 3 clusters
  Score: Raw -1978294.089010 + Penalty 3166.464153 = -1975127.624857
  nChanged 13
		SP:Iteration 33Q (17610.700000 sec): 3 clusters
  Score: Raw -1978296.594837 + Penalty 3166.464153 = -1975130.130684
  nChanged 13
		SP:Iteration 34Q (17610.930000 sec): 3 clusters
  Score: Raw -1978299.285553 + Penalty 3166.464153 = -1975132.821400
  nChanged 12
		SP:Iteration 35Q (17611.150000 sec): 3 clusters
  Score: Raw -1978301.822541 + Penalty 3166.464153 = -1975135.358388
  nChanged 13
		SP:Iteration 36Q (17611.410000 sec): 3 clusters
  Score: Raw -1978304.574004 + Penalty 3166.464153 = -1975138.109851
  nChanged 14
		SP:Iteration 37Q (17611.620000 sec): 3 clusters
  Score: Raw -1978306.356428 + Penalty 3166.464153 = -1975139.892274
  nChanged 5
		SP:Iteration 38Q (17611.830000 sec): 3 clusters
  Score: Raw -1978307.056190 + Penalty 3166.464153 = -1975140.592037
  nChanged 5
		SP:Iteration 39Q (17612.080000 sec): 3 clusters
  Score: Raw -1978307.712015 + Penalty 3166.464153 = -1975141.247861
  nChanged 4
		SP:Iteration 40F (17612.330000 sec): 3 clusters
  Score: Raw -1978308.519280 + Penalty 3166.464153 = -1975142.055127
  nChanged 8
		SP:Iteration 41Q (17612.580000 sec): 3 clusters
  Score: Raw -1978310.032644 + Penalty 3166.464153 = -1975143.568490
  nChanged 5
		SP:Iteration 42Q (17612.840000 sec): 3 clusters
  Score: Raw -1978310.826277 + Penalty 3166.464153 = -1975144.362124
  nChanged 3
		SP:Iteration 43Q (17613.110000 sec): 3 clusters
  Score: Raw -1978311.277634 + Penalty 3166.464153 = -1975144.813481
  nChanged 5
		SP:Iteration 44Q (17613.390000 sec): 3 clusters
  Score: Raw -1978312.129077 + Penalty 3166.464153 = -1975145.664923
  nChanged 3
		SP:Iteration 45Q (17613.660000 sec): 3 clusters
  Score: Raw -1978312.853738 + Penalty 3166.464153 = -1975146.389584
  nChanged 1
		SP:Iteration 46Q (17613.900000 sec): 3 clusters
  Score: Raw -1978312.939363 + Penalty 3166.464153 = -1975146.475209
  nChanged 0
		SP:Iteration 47F (17614.190000 sec): 3 clusters
  Score: Raw -1978312.939363 + Penalty 3166.464153 = -1975146.475209
  nChanged 0
  Score: Raw -118951809.634064 + Penalty 204783.382725 = -118747026.251339

Splitting cluster 51 changes total score from -118740337.556007 to -118747026.251339

 So it's getting split into cluster 91.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 52 (26126 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17840.590000 sec): 2 clusters
  Score: Raw -3069912.398572 + Penalty 1652.736518 = -3068259.662053
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17840.900000 sec): 3 clusters
  Score: Raw -3053886.836823 + Penalty 3305.473036 = -3050581.363787
  nChanged 11984
		SP:Iteration 1F (17841.180000 sec): 3 clusters
  Score: Raw -3061093.554221 + Penalty 3305.473036 = -3057788.081185
  nChanged 1685
		SP:Iteration 2F (17841.400000 sec): 3 clusters
  Score: Raw -3062238.200560 + Penalty 3305.473036 = -3058932.727524
  nChanged 1871
		SP:Iteration 3F (17841.700000 sec): 3 clusters
  Score: Raw -3063621.245082 + Penalty 3305.473036 = -3060315.772046
  nChanged 1948
		SP:Iteration 4F (17841.980000 sec): 3 clusters
  Score: Raw -3064833.264499 + Penalty 3305.473036 = -3061527.791463
  nChanged 1780
		SP:Iteration 5F (17842.290000 sec): 3 clusters
  Score: Raw -3065886.376186 + Penalty 3305.473036 = -3062580.903150
  nChanged 1544
		SP:Iteration 6F (17842.700000 sec): 3 clusters
  Score: Raw -3066776.633542 + Penalty 3305.473036 = -3063471.160506
  nChanged 1332
		SP:Iteration 7F (17843.120000 sec): 3 clusters
  Score: Raw -3067555.396032 + Penalty 3305.473036 = -3064249.922995
  nChanged 1189
		SP:Iteration 8Q (17843.530000 sec): 3 clusters
  Score: Raw -3068298.741499 + Penalty 3305.473036 = -3064993.268463
  nChanged 1025
		SP:Iteration 9Q (17843.930000 sec): 3 clusters
  Score: Raw -3069047.626681 + Penalty 3305.473036 = -3065742.153645
  nChanged 954
		SP:Iteration 10Q (17844.300000 sec): 3 clusters
  Score: Raw -3069865.045908 + Penalty 3305.473036 = -3066559.572872
  nChanged 897
		SP:Iteration 11Q (17844.740000 sec): 3 clusters
  Score: Raw -3070694.574699 + Penalty 3305.473036 = -3067389.101662
  nChanged 844
		SP:Iteration 12Q (17845.070000 sec): 3 clusters
  Score: Raw -3071561.280806 + Penalty 3305.473036 = -3068255.807769
  nChanged 719
		SP:Iteration 13Q (17845.410000 sec): 3 clusters
  Score: Raw -3072193.372814 + Penalty 3305.473036 = -3068887.899778
  nChanged 568
		SP:Iteration 14Q (17845.780000 sec): 3 clusters
  Score: Raw -3072517.533853 + Penalty 3305.473036 = -3069212.060816
  nChanged 393
		SP:Iteration 15Q (17846.170000 sec): 3 clusters
  Score: Raw -3072680.254435 + Penalty 3305.473036 = -3069374.781399
  nChanged 312
		SP:Iteration 16Q (17846.510000 sec): 3 clusters
  Score: Raw -3072801.831577 + Penalty 3305.473036 = -3069496.358540
  nChanged 296
		SP:Iteration 17Q (17846.880000 sec): 3 clusters
  Score: Raw -3072927.842914 + Penalty 3305.473036 = -3069622.369878
  nChanged 318
		SP:Iteration 18Q (17847.240000 sec): 3 clusters
  Score: Raw -3073084.902050 + Penalty 3305.473036 = -3069779.429014
  nChanged 356
		SP:Iteration 19Q (17847.590000 sec): 3 clusters
  Score: Raw -3073295.190439 + Penalty 3305.473036 = -3069989.717403
  nChanged 386
		SP:Iteration 20F (17847.950000 sec): 3 clusters
  Score: Raw -3073572.028448 + Penalty 3305.473036 = -3070266.555411
  nChanged 517
		SP:Iteration 21Q (17848.300000 sec): 3 clusters
  Score: Raw -3074022.248948 + Penalty 3305.473036 = -3070716.775911
  nChanged 591
		SP:Iteration 22Q (17848.650000 sec): 3 clusters
  Score: Raw -3074632.723439 + Penalty 3305.473036 = -3071327.250403
  nChanged 624
		SP:Iteration 23Q (17849.030000 sec): 3 clusters
  Score: Raw -3075351.790624 + Penalty 3305.473036 = -3072046.317588
  nChanged 577
		SP:Iteration 24Q (17849.440000 sec): 3 clusters
  Score: Raw -3076004.028596 + Penalty 3305.473036 = -3072698.555559
  nChanged 428
		SP:Iteration 25Q (17849.720000 sec): 3 clusters
  Score: Raw -3076371.010777 + Penalty 3305.473036 = -3073065.537741
  nChanged 284
		SP:Iteration 26Q (17850.020000 sec): 3 clusters
  Score: Raw -3076506.875709 + Penalty 3305.473036 = -3073201.402672
  nChanged 116
		SP:Iteration 27Q (17850.390000 sec): 3 clusters
  Score: Raw -3076533.827689 + Penalty 3305.473036 = -3073228.354652
  nChanged 60
		SP:Iteration 28Q (17850.730000 sec): 3 clusters
  Score: Raw -3076542.584327 + Penalty 3305.473036 = -3073237.111290
  nChanged 45
		SP:Iteration 29Q (17851.040000 sec): 3 clusters
  Score: Raw -3076547.281803 + Penalty 3305.473036 = -3073241.808766
  nChanged 22
		SP:Iteration 30Q (17851.380000 sec): 3 clusters
  Score: Raw -3076548.890058 + Penalty 3305.473036 = -3073243.417021
  nChanged 10
		SP:Iteration 31Q (17851.710000 sec): 3 clusters
  Score: Raw -3076549.567274 + Penalty 3305.473036 = -3073244.094238
  nChanged 3
		SP:Iteration 32Q (17852.060000 sec): 3 clusters
  Score: Raw -3076549.747240 + Penalty 3305.473036 = -3073244.274203
  nChanged 2
		SP:Iteration 33Q (17852.450000 sec): 3 clusters
  Score: Raw -3076549.810534 + Penalty 3305.473036 = -3073244.337498
  nChanged 0
		SP:Iteration 34F (17852.870000 sec): 3 clusters
  Score: Raw -3076550.817540 + Penalty 3305.473036 = -3073245.344504
  nChanged 2
		SP:Iteration 35Q (17853.180000 sec): 3 clusters
  Score: Raw -3076550.967007 + Penalty 3305.473036 = -3073245.493971
  nChanged 0
		SP:Iteration 36F (17853.520000 sec): 3 clusters
  Score: Raw -3076550.967007 + Penalty 3305.473036 = -3073245.493971
  nChanged 0
  Score: Raw -118958448.202499 + Penalty 207033.749568 = -118751414.452930

Splitting cluster 52 changes total score from -118740337.556007 to -118751414.452930

 So it's getting split into cluster 92.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 53 (5941 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18081.680000 sec): 2 clusters
  Score: Raw -741369.800392 + Penalty 1412.065322 = -739957.735070
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18081.890000 sec): 3 clusters
  Score: Raw -738225.865460 + Penalty 2824.130643 = -735401.734817
  nChanged 2453
		SP:Iteration 1F (18082.060000 sec): 3 clusters
  Score: Raw -739643.889040 + Penalty 2824.130643 = -736819.758397
  nChanged 423
		SP:Iteration 2F (18082.290000 sec): 3 clusters
  Score: Raw -739899.497159 + Penalty 2824.130643 = -737075.366515
  nChanged 353
		SP:Iteration 3F (18082.510000 sec): 3 clusters
  Score: Raw -740123.210816 + Penalty 2824.130643 = -737299.080173
  nChanged 335
		SP:Iteration 4F (18082.720000 sec): 3 clusters
  Score: Raw -740318.867523 + Penalty 2824.130643 = -737494.736880
  nChanged 298
		SP:Iteration 5F (18082.930000 sec): 3 clusters
  Score: Raw -740498.305691 + Penalty 2824.130643 = -737674.175047
  nChanged 269
		SP:Iteration 6Q (18083.110000 sec): 3 clusters
  Score: Raw -740651.442167 + Penalty 2824.130643 = -737827.311524
  nChanged 249
		SP:Iteration 7Q (18083.350000 sec): 3 clusters
  Score: Raw -740795.112017 + Penalty 2824.130643 = -737970.981373
  nChanged 216
		SP:Iteration 8Q (18083.650000 sec): 3 clusters
  Score: Raw -740916.981192 + Penalty 2824.130643 = -738092.850549
  nChanged 190
		SP:Iteration 9Q (18083.890000 sec): 3 clusters
  Score: Raw -741017.128751 + Penalty 2824.130643 = -738192.998108
  nChanged 175
		SP:Iteration 10Q (18084.180000 sec): 3 clusters
  Score: Raw -741111.439839 + Penalty 2824.130643 = -738287.309196
  nChanged 147
		SP:Iteration 11Q (18084.400000 sec): 3 clusters
  Score: Raw -741191.065614 + Penalty 2824.130643 = -738366.934971
  nChanged 122
		SP:Iteration 12Q (18084.600000 sec): 3 clusters
  Score: Raw -741247.818644 + Penalty 2824.130643 = -738423.688001
  nChanged 100
		SP:Iteration 13Q (18084.780000 sec): 3 clusters
  Score: Raw -741296.350773 + Penalty 2824.130643 = -738472.220130
  nChanged 92
		SP:Iteration 14Q (18084.970000 sec): 3 clusters
  Score: Raw -741335.960123 + Penalty 2824.130643 = -738511.829480
  nChanged 86
		SP:Iteration 15Q (18085.220000 sec): 3 clusters
  Score: Raw -741371.308360 + Penalty 2824.130643 = -738547.177716
  nChanged 69
		SP:Iteration 16Q (18085.400000 sec): 3 clusters
  Score: Raw -741394.679800 + Penalty 2824.130643 = -738570.549157
  nChanged 45
		SP:Iteration 17Q (18085.600000 sec): 3 clusters
  Score: Raw -741408.568492 + Penalty 2824.130643 = -738584.437849
  nChanged 34
		SP:Iteration 18Q (18085.840000 sec): 3 clusters
  Score: Raw -741418.588331 + Penalty 2824.130643 = -738594.457688
  nChanged 29
		SP:Iteration 19Q (18086.040000 sec): 3 clusters
  Score: Raw -741428.959941 + Penalty 2824.130643 = -738604.829298
  nChanged 24
		SP:Iteration 20F (18086.260000 sec): 3 clusters
  Score: Raw -741436.366284 + Penalty 2824.130643 = -738612.235641
  nChanged 15
		SP:Iteration 21Q (18086.440000 sec): 3 clusters
  Score: Raw -741441.652407 + Penalty 2824.130643 = -738617.521764
  nChanged 15
		SP:Iteration 22Q (18086.680000 sec): 3 clusters
  Score: Raw -741446.761894 + Penalty 2824.130643 = -738622.631251
  nChanged 21
		SP:Iteration 23Q (18086.970000 sec): 3 clusters
  Score: Raw -741452.785052 + Penalty 2824.130643 = -738628.654409
  nChanged 14
		SP:Iteration 24Q (18087.200000 sec): 3 clusters
  Score: Raw -741458.923747 + Penalty 2824.130643 = -738634.793104
  nChanged 17
		SP:Iteration 25Q (18087.510000 sec): 3 clusters
  Score: Raw -741464.678772 + Penalty 2824.130643 = -738640.548128
  nChanged 13
		SP:Iteration 26Q (18087.790000 sec): 3 clusters
  Score: Raw -741467.669186 + Penalty 2824.130643 = -738643.538543
  nChanged 12
		SP:Iteration 27Q (18088.010000 sec): 3 clusters
  Score: Raw -741470.521597 + Penalty 2824.130643 = -738646.390954
  nChanged 9
		SP:Iteration 28Q (18088.320000 sec): 3 clusters
  Score: Raw -741473.181950 + Penalty 2824.130643 = -738649.051307
  nChanged 6
		SP:Iteration 29Q (18088.550000 sec): 3 clusters
  Score: Raw -741474.778372 + Penalty 2824.130643 = -738650.647729
  nChanged 8
		SP:Iteration 30Q (18088.820000 sec): 3 clusters
  Score: Raw -741477.270556 + Penalty 2824.130643 = -738653.139912
  nChanged 13
		SP:Iteration 31Q (18089.060000 sec): 3 clusters
  Score: Raw -741480.840398 + Penalty 2824.130643 = -738656.709755
  nChanged 10
		SP:Iteration 32Q (18089.280000 sec): 3 clusters
  Score: Raw -741484.212978 + Penalty 2824.130643 = -738660.082335
  nChanged 9
		SP:Iteration 33Q (18089.450000 sec): 3 clusters
  Score: Raw -741487.444500 + Penalty 2824.130643 = -738663.313857
  nChanged 11
		SP:Iteration 34Q (18089.570000 sec): 3 clusters
  Score: Raw -741490.982143 + Penalty 2824.130643 = -738666.851500
  nChanged 8
		SP:Iteration 35Q (18089.750000 sec): 3 clusters
  Score: Raw -741493.365670 + Penalty 2824.130643 = -738669.235027
  nChanged 7
		SP:Iteration 36Q (18090.000000 sec): 3 clusters
  Score: Raw -741494.927828 + Penalty 2824.130643 = -738670.797185
  nChanged 6
		SP:Iteration 37Q (18090.240000 sec): 3 clusters
  Score: Raw -741497.245088 + Penalty 2824.130643 = -738673.114445
  nChanged 5
		SP:Iteration 38Q (18090.480000 sec): 3 clusters
  Score: Raw -741498.091139 + Penalty 2824.130643 = -738673.960496
  nChanged 2
		SP:Iteration 39Q (18090.730000 sec): 3 clusters
  Score: Raw -741498.888551 + Penalty 2824.130643 = -738674.757908
  nChanged 2
		SP:Iteration 40F (18090.980000 sec): 3 clusters
  Score: Raw -741499.056612 + Penalty 2824.130643 = -738674.925968
  nChanged 1
		SP:Iteration 41Q (18091.220000 sec): 3 clusters
  Score: Raw -741499.458772 + Penalty 2824.130643 = -738675.328129
  nChanged 1
		SP:Iteration 42Q (18091.430000 sec): 3 clusters
  Score: Raw -741499.588617 + Penalty 2824.130643 = -738675.457974
  nChanged 1
		SP:Iteration 43Q (18091.680000 sec): 3 clusters
  Score: Raw -741499.640393 + Penalty 2824.130643 = -738675.509750
  nChanged 0
		SP:Iteration 44F (18091.870000 sec): 3 clusters
  Score: Raw -741499.640393 + Penalty 2824.130643 = -738675.509750
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 54 (41766 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18092.190000 sec): 2 clusters
  Score: Raw -4841473.027815 + Penalty 1728.973657 = -4839744.054158
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18092.710000 sec): 3 clusters
  Score: Raw -4815324.810753 + Penalty 3457.947314 = -4811866.863439
  nChanged 19628
		SP:Iteration 1F (18093.180000 sec): 3 clusters
  Score: Raw -4828930.433211 + Penalty 3457.947314 = -4825472.485897
  nChanged 3424
		SP:Iteration 2F (18093.700000 sec): 3 clusters
  Score: Raw -4831503.286854 + Penalty 3457.947314 = -4828045.339540
  nChanged 3519
		SP:Iteration 3F (18094.310000 sec): 3 clusters
  Score: Raw -4834344.707385 + Penalty 3457.947314 = -4830886.760070
  nChanged 3205
		SP:Iteration 4F (18094.760000 sec): 3 clusters
  Score: Raw -4836964.421957 + Penalty 3457.947314 = -4833506.474642
  nChanged 2705
		SP:Iteration 5F (18095.230000 sec): 3 clusters
  Score: Raw -4838872.800739 + Penalty 3457.947314 = -4835414.853425
  nChanged 2075
		SP:Iteration 6Q (18095.730000 sec): 3 clusters
  Score: Raw -4840169.123399 + Penalty 3457.947314 = -4836711.176085
  nChanged 1635
		SP:Iteration 7Q (18096.260000 sec): 3 clusters
  Score: Raw -4841173.546864 + Penalty 3457.947314 = -4837715.599550
  nChanged 1366
		SP:Iteration 8Q (18096.750000 sec): 3 clusters
  Score: Raw -4842133.351001 + Penalty 3457.947314 = -4838675.403686
  nChanged 1205
		SP:Iteration 9Q (18097.260000 sec): 3 clusters
  Score: Raw -4843137.193322 + Penalty 3457.947314 = -4839679.246008
  nChanged 995
		SP:Iteration 10Q (18097.730000 sec): 3 clusters
  Score: Raw -4843910.427910 + Penalty 3457.947314 = -4840452.480595
  nChanged 840
		SP:Iteration 11Q (18098.190000 sec): 3 clusters
  Score: Raw -4844479.901586 + Penalty 3457.947314 = -4841021.954272
  nChanged 662
		SP:Iteration 12Q (18098.590000 sec): 3 clusters
  Score: Raw -4844841.909780 + Penalty 3457.947314 = -4841383.962465
  nChanged 461
		SP:Iteration 13Q (18099.000000 sec): 3 clusters
  Score: Raw -4845048.510735 + Penalty 3457.947314 = -4841590.563421
  nChanged 356
		SP:Iteration 14Q (18099.500000 sec): 3 clusters
  Score: Raw -4845192.826378 + Penalty 3457.947314 = -4841734.879064
  nChanged 299
		SP:Iteration 15Q (18099.910000 sec): 3 clusters
  Score: Raw -4845308.069487 + Penalty 3457.947314 = -4841850.122173
  nChanged 270
		SP:Iteration 16Q (18100.360000 sec): 3 clusters
  Score: Raw -4845420.451450 + Penalty 3457.947314 = -4841962.504135
  nChanged 264
		SP:Iteration 17Q (18100.830000 sec): 3 clusters
  Score: Raw -4845548.739986 + Penalty 3457.947314 = -4842090.792671
  nChanged 284
		SP:Iteration 18Q (18101.210000 sec): 3 clusters
  Score: Raw -4845704.141319 + Penalty 3457.947314 = -4842246.194005
  nChanged 278
		SP:Iteration 19Q (18101.660000 sec): 3 clusters
  Score: Raw -4845834.629216 + Penalty 3457.947314 = -4842376.681901
  nChanged 255
		SP:Iteration 20F (18102.140000 sec): 3 clusters
  Score: Raw -4845949.039588 + Penalty 3457.947314 = -4842491.092273
  nChanged 207
		SP:Iteration 21Q (18102.580000 sec): 3 clusters
  Score: Raw -4846038.099434 + Penalty 3457.947314 = -4842580.152119
  nChanged 184
		SP:Iteration 22Q (18103.050000 sec): 3 clusters
  Score: Raw -4846091.541770 + Penalty 3457.947314 = -4842633.594455
  nChanged 139
		SP:Iteration 23Q (18103.560000 sec): 3 clusters
  Score: Raw -4846122.993535 + Penalty 3457.947314 = -4842665.046220
  nChanged 123
		SP:Iteration 24Q (18104.040000 sec): 3 clusters
  Score: Raw -4846147.705505 + Penalty 3457.947314 = -4842689.758191
  nChanged 93
		SP:Iteration 25Q (18104.460000 sec): 3 clusters
  Score: Raw -4846161.195086 + Penalty 3457.947314 = -4842703.247772
  nChanged 58
		SP:Iteration 26Q (18104.870000 sec): 3 clusters
  Score: Raw -4846169.862393 + Penalty 3457.947314 = -4842711.915079
  nChanged 61
		SP:Iteration 27Q (18105.290000 sec): 3 clusters
  Score: Raw -4846176.461774 + Penalty 3457.947314 = -4842718.514460
  nChanged 47
		SP:Iteration 28Q (18105.730000 sec): 3 clusters
  Score: Raw -4846182.012476 + Penalty 3457.947314 = -4842724.065162
  nChanged 51
		SP:Iteration 29Q (18106.130000 sec): 3 clusters
  Score: Raw -4846187.526459 + Penalty 3457.947314 = -4842729.579145
  nChanged 48
		SP:Iteration 30Q (18106.490000 sec): 3 clusters
  Score: Raw -4846192.717802 + Penalty 3457.947314 = -4842734.770488
  nChanged 42
		SP:Iteration 31Q (18106.930000 sec): 3 clusters
  Score: Raw -4846197.115524 + Penalty 3457.947314 = -4842739.168209
  nChanged 35
		SP:Iteration 32Q (18107.280000 sec): 3 clusters
  Score: Raw -4846200.225756 + Penalty 3457.947314 = -4842742.278442
  nChanged 31
		SP:Iteration 33Q (18107.750000 sec): 3 clusters
  Score: Raw -4846202.507911 + Penalty 3457.947314 = -4842744.560596
  nChanged 17
		SP:Iteration 34Q (18108.140000 sec): 3 clusters
  Score: Raw -4846203.876411 + Penalty 3457.947314 = -4842745.929096
  nChanged 20
		SP:Iteration 35Q (18108.600000 sec): 3 clusters
  Score: Raw -4846205.505743 + Penalty 3457.947314 = -4842747.558428
  nChanged 19
		SP:Iteration 36Q (18109.020000 sec): 3 clusters
  Score: Raw -4846207.305424 + Penalty 3457.947314 = -4842749.358110
  nChanged 16
		SP:Iteration 37Q (18109.400000 sec): 3 clusters
  Score: Raw -4846208.971983 + Penalty 3457.947314 = -4842751.024669
  nChanged 20
		SP:Iteration 38Q (18109.810000 sec): 3 clusters
  Score: Raw -4846210.896967 + Penalty 3457.947314 = -4842752.949652
  nChanged 22
		SP:Iteration 39Q (18110.250000 sec): 3 clusters
  Score: Raw -4846212.948014 + Penalty 3457.947314 = -4842755.000699
  nChanged 14
		SP:Iteration 40F (18110.680000 sec): 3 clusters
  Score: Raw -4846214.170443 + Penalty 3457.947314 = -4842756.223129
  nChanged 12
		SP:Iteration 41Q (18111.120000 sec): 3 clusters
  Score: Raw -4846215.006363 + Penalty 3457.947314 = -4842757.059049
  nChanged 7
		SP:Iteration 42Q (18111.640000 sec): 3 clusters
  Score: Raw -4846215.506305 + Penalty 3457.947314 = -4842757.558991
  nChanged 8
		SP:Iteration 43Q (18112.090000 sec): 3 clusters
  Score: Raw -4846216.218066 + Penalty 3457.947314 = -4842758.270752
  nChanged 10
		SP:Iteration 44Q (18112.470000 sec): 3 clusters
  Score: Raw -4846216.793920 + Penalty 3457.947314 = -4842758.846605
  nChanged 9
		SP:Iteration 45Q (18112.940000 sec): 3 clusters
  Score: Raw -4846217.339467 + Penalty 3457.947314 = -4842759.392153
  nChanged 4
		SP:Iteration 46Q (18113.330000 sec): 3 clusters
  Score: Raw -4846217.679722 + Penalty 3457.947314 = -4842759.732408
  nChanged 4
		SP:Iteration 47Q (18113.710000 sec): 3 clusters
  Score: Raw -4846217.867112 + Penalty 3457.947314 = -4842759.919797
  nChanged 3
		SP:Iteration 48Q (18114.120000 sec): 3 clusters
  Score: Raw -4846218.112780 + Penalty 3457.947314 = -4842760.165465
  nChanged 3
		SP:Iteration 49Q (18114.490000 sec): 3 clusters
  Score: Raw -4846218.476096 + Penalty 3457.947314 = -4842760.528782
  nChanged 3
		SP:Iteration 50Q (18114.920000 sec): 3 clusters
  Score: Raw -4846218.603839 + Penalty 3457.947314 = -4842760.656525
  nChanged 2
		SP:Iteration 51Q (18115.360000 sec): 3 clusters
  Score: Raw -4846218.717371 + Penalty 3457.947314 = -4842760.770057
  nChanged 3
		SP:Iteration 52Q (18115.740000 sec): 3 clusters
  Score: Raw -4846218.795043 + Penalty 3457.947314 = -4842760.847728
  nChanged 3
		SP:Iteration 53Q (18116.090000 sec): 3 clusters
  Score: Raw -4846218.964457 + Penalty 3457.947314 = -4842761.017143
  nChanged 5
		SP:Iteration 54Q (18116.490000 sec): 3 clusters
  Score: Raw -4846219.404925 + Penalty 3457.947314 = -4842761.457610
  nChanged 5
		SP:Iteration 55Q (18116.910000 sec): 3 clusters
  Score: Raw -4846219.859774 + Penalty 3457.947314 = -4842761.912460
  nChanged 4
		SP:Iteration 56Q (18117.380000 sec): 3 clusters
  Score: Raw -4846220.118672 + Penalty 3457.947314 = -4842762.171358
  nChanged 7
		SP:Iteration 57Q (18117.840000 sec): 3 clusters
  Score: Raw -4846220.577269 + Penalty 3457.947314 = -4842762.629955
  nChanged 6
		SP:Iteration 58Q (18118.220000 sec): 3 clusters
  Score: Raw -4846221.010006 + Penalty 3457.947314 = -4842763.062692
  nChanged 7
		SP:Iteration 59Q (18118.680000 sec): 3 clusters
  Score: Raw -4846221.396560 + Penalty 3457.947314 = -4842763.449245
  nChanged 4
		SP:Iteration 60F (18119.180000 sec): 3 clusters
  Score: Raw -4846221.949461 + Penalty 3457.947314 = -4842764.002147
  nChanged 8
		SP:Iteration 61Q (18119.540000 sec): 3 clusters
  Score: Raw -4846222.741123 + Penalty 3457.947314 = -4842764.793808
  nChanged 9
		SP:Iteration 62Q (18119.990000 sec): 3 clusters
  Score: Raw -4846223.430586 + Penalty 3457.947314 = -4842765.483272
  nChanged 4
		SP:Iteration 63Q (18120.490000 sec): 3 clusters
  Score: Raw -4846223.736784 + Penalty 3457.947314 = -4842765.789469
  nChanged 4
		SP:Iteration 64Q (18120.890000 sec): 3 clusters
  Score: Raw -4846224.040799 + Penalty 3457.947314 = -4842766.093485
  nChanged 4
		SP:Iteration 65Q (18121.340000 sec): 3 clusters
  Score: Raw -4846224.219773 + Penalty 3457.947314 = -4842766.272459
  nChanged 4
		SP:Iteration 66Q (18121.810000 sec): 3 clusters
  Score: Raw -4846224.391527 + Penalty 3457.947314 = -4842766.444213
  nChanged 6
		SP:Iteration 67Q (18122.290000 sec): 3 clusters
  Score: Raw -4846224.836953 + Penalty 3457.947314 = -4842766.889638
  nChanged 9
		SP:Iteration 68Q (18122.760000 sec): 3 clusters
  Score: Raw -4846225.654052 + Penalty 3457.947314 = -4842767.706738
  nChanged 8
		SP:Iteration 69Q (18123.220000 sec): 3 clusters
  Score: Raw -4846226.195744 + Penalty 3457.947314 = -4842768.248430
  nChanged 5
		SP:Iteration 70Q (18123.660000 sec): 3 clusters
  Score: Raw -4846226.626381 + Penalty 3457.947314 = -4842768.679066
  nChanged 6
		SP:Iteration 71Q (18124.120000 sec): 3 clusters
  Score: Raw -4846227.025229 + Penalty 3457.947314 = -4842769.077915
  nChanged 8
		SP:Iteration 72Q (18124.630000 sec): 3 clusters
  Score: Raw -4846227.789299 + Penalty 3457.947314 = -4842769.841985
  nChanged 3
		SP:Iteration 73Q (18125.100000 sec): 3 clusters
  Score: Raw -4846227.922285 + Penalty 3457.947314 = -4842769.974970
  nChanged 1
		SP:Iteration 74Q (18125.620000 sec): 3 clusters
  Score: Raw -4846227.941437 + Penalty 3457.947314 = -4842769.994123
  nChanged 1
		SP:Iteration 75Q (18126.050000 sec): 3 clusters
  Score: Raw -4846227.951295 + Penalty 3457.947314 = -4842770.003981
  nChanged 0
		SP:Iteration 76F (18126.450000 sec): 3 clusters
  Score: Raw -4846227.951295 + Penalty 3457.947314 = -4842770.003981
  nChanged 0
  Score: Raw -118963203.125978 + Penalty 209284.116412 = -118753919.009566

Splitting cluster 54 changes total score from -118740337.556007 to -118753919.009566

 So it's getting split into cluster 93.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 55 (10667 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18382.460000 sec): 2 clusters
  Score: Raw -1199727.845638 + Penalty 1507.172898 = -1198220.672740
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18382.710000 sec): 3 clusters
  Score: Raw -1193705.360910 + Penalty 3014.345796 = -1190691.015114
  nChanged 4622
		SP:Iteration 1F (18383.010000 sec): 3 clusters
  Score: Raw -1196615.304815 + Penalty 3014.345796 = -1193600.959018
  nChanged 939
		SP:Iteration 2F (18383.280000 sec): 3 clusters
  Score: Raw -1197304.171741 + Penalty 3014.345796 = -1194289.825944
  nChanged 797
		SP:Iteration 3F (18383.500000 sec): 3 clusters
  Score: Raw -1197828.207580 + Penalty 3014.345796 = -1194813.861784
  nChanged 728
		SP:Iteration 4F (18383.820000 sec): 3 clusters
  Score: Raw -1198356.358096 + Penalty 3014.345796 = -1195342.012299
  nChanged 678
		SP:Iteration 5F (18384.070000 sec): 3 clusters
  Score: Raw -1198903.689958 + Penalty 3014.345796 = -1195889.344162
  nChanged 584
		SP:Iteration 6F (18384.410000 sec): 3 clusters
  Score: Raw -1199358.877379 + Penalty 3014.345796 = -1196344.531583
  nChanged 456
		SP:Iteration 7Q (18384.650000 sec): 3 clusters
  Score: Raw -1199676.202663 + Penalty 3014.345796 = -1196661.856867
  nChanged 377
		SP:Iteration 8Q (18384.860000 sec): 3 clusters
  Score: Raw -1199920.765783 + Penalty 3014.345796 = -1196906.419987
  nChanged 309
		SP:Iteration 9Q (18385.120000 sec): 3 clusters
  Score: Raw -1200108.675971 + Penalty 3014.345796 = -1197094.330174
  nChanged 263
		SP:Iteration 10Q (18385.390000 sec): 3 clusters
  Score: Raw -1200242.482386 + Penalty 3014.345796 = -1197228.136590
  nChanged 197
		SP:Iteration 11Q (18385.660000 sec): 3 clusters
  Score: Raw -1200333.681126 + Penalty 3014.345796 = -1197319.335330
  nChanged 154
		SP:Iteration 12Q (18385.910000 sec): 3 clusters
  Score: Raw -1200394.987448 + Penalty 3014.345796 = -1197380.641652
  nChanged 135
		SP:Iteration 13Q (18386.170000 sec): 3 clusters
  Score: Raw -1200443.657024 + Penalty 3014.345796 = -1197429.311227
  nChanged 100
		SP:Iteration 14Q (18386.440000 sec): 3 clusters
  Score: Raw -1200478.475656 + Penalty 3014.345796 = -1197464.129859
  nChanged 86
		SP:Iteration 15Q (18386.690000 sec): 3 clusters
  Score: Raw -1200502.550870 + Penalty 3014.345796 = -1197488.205073
  nChanged 71
		SP:Iteration 16Q (18386.880000 sec): 3 clusters
  Score: Raw -1200523.077947 + Penalty 3014.345796 = -1197508.732150
  nChanged 61
		SP:Iteration 17Q (18387.090000 sec): 3 clusters
  Score: Raw -1200537.123215 + Penalty 3014.345796 = -1197522.777419
  nChanged 48
		SP:Iteration 18Q (18387.260000 sec): 3 clusters
  Score: Raw -1200553.222052 + Penalty 3014.345796 = -1197538.876255
  nChanged 58
		SP:Iteration 19Q (18387.370000 sec): 3 clusters
  Score: Raw -1200572.756199 + Penalty 3014.345796 = -1197558.410403
  nChanged 53
		SP:Iteration 20F (18387.610000 sec): 3 clusters
  Score: Raw -1200589.755867 + Penalty 3014.345796 = -1197575.410071
  nChanged 49
		SP:Iteration 21Q (18387.800000 sec): 3 clusters
  Score: Raw -1200605.786815 + Penalty 3014.345796 = -1197591.441019
  nChanged 55
		SP:Iteration 22Q (18388.080000 sec): 3 clusters
  Score: Raw -1200620.918760 + Penalty 3014.345796 = -1197606.572963
  nChanged 56
		SP:Iteration 23Q (18388.450000 sec): 3 clusters
  Score: Raw -1200632.961237 + Penalty 3014.345796 = -1197618.615441
  nChanged 46
		SP:Iteration 24Q (18388.640000 sec): 3 clusters
  Score: Raw -1200645.257963 + Penalty 3014.345796 = -1197630.912166
  nChanged 41
		SP:Iteration 25Q (18388.930000 sec): 3 clusters
  Score: Raw -1200654.738660 + Penalty 3014.345796 = -1197640.392864
  nChanged 32
		SP:Iteration 26Q (18389.330000 sec): 3 clusters
  Score: Raw -1200662.802187 + Penalty 3014.345796 = -1197648.456391
  nChanged 28
		SP:Iteration 27Q (18389.540000 sec): 3 clusters
  Score: Raw -1200670.402176 + Penalty 3014.345796 = -1197656.056380
  nChanged 22
		SP:Iteration 28Q (18389.780000 sec): 3 clusters
  Score: Raw -1200677.589825 + Penalty 3014.345796 = -1197663.244028
  nChanged 24
		SP:Iteration 29Q (18390.020000 sec): 3 clusters
  Score: Raw -1200685.275399 + Penalty 3014.345796 = -1197670.929602
  nChanged 21
		SP:Iteration 30Q (18390.240000 sec): 3 clusters
  Score: Raw -1200690.151690 + Penalty 3014.345796 = -1197675.805894
  nChanged 24
		SP:Iteration 31Q (18390.470000 sec): 3 clusters
  Score: Raw -1200697.942694 + Penalty 3014.345796 = -1197683.596898
  nChanged 20
		SP:Iteration 32Q (18390.680000 sec): 3 clusters
  Score: Raw -1200702.016927 + Penalty 3014.345796 = -1197687.671131
  nChanged 15
		SP:Iteration 33Q (18390.960000 sec): 3 clusters
  Score: Raw -1200704.753288 + Penalty 3014.345796 = -1197690.407492
  nChanged 16
		SP:Iteration 34Q (18391.160000 sec): 3 clusters
  Score: Raw -1200708.633429 + Penalty 3014.345796 = -1197694.287633
  nChanged 16
		SP:Iteration 35Q (18391.410000 sec): 3 clusters
  Score: Raw -1200711.615537 + Penalty 3014.345796 = -1197697.269741
  nChanged 14
		SP:Iteration 36Q (18391.660000 sec): 3 clusters
  Score: Raw -1200713.983734 + Penalty 3014.345796 = -1197699.637938
  nChanged 11
		SP:Iteration 37Q (18391.930000 sec): 3 clusters
  Score: Raw -1200716.200139 + Penalty 3014.345796 = -1197701.854343
  nChanged 9
		SP:Iteration 38Q (18392.130000 sec): 3 clusters
  Score: Raw -1200719.028682 + Penalty 3014.345796 = -1197704.682886
  nChanged 11
		SP:Iteration 39Q (18392.430000 sec): 3 clusters
  Score: Raw -1200721.625944 + Penalty 3014.345796 = -1197707.280148
  nChanged 14
		SP:Iteration 40F (18392.690000 sec): 3 clusters
  Score: Raw -1200724.793935 + Penalty 3014.345796 = -1197710.448138
  nChanged 11
		SP:Iteration 41Q (18392.880000 sec): 3 clusters
  Score: Raw -1200727.069942 + Penalty 3014.345796 = -1197712.724146
  nChanged 9
		SP:Iteration 42Q (18393.160000 sec): 3 clusters
  Score: Raw -1200728.554723 + Penalty 3014.345796 = -1197714.208926
  nChanged 7
		SP:Iteration 43Q (18393.410000 sec): 3 clusters
  Score: Raw -1200730.501737 + Penalty 3014.345796 = -1197716.155940
  nChanged 6
		SP:Iteration 44Q (18393.720000 sec): 3 clusters
  Score: Raw -1200732.110274 + Penalty 3014.345796 = -1197717.764477
  nChanged 5
		SP:Iteration 45Q (18394.000000 sec): 3 clusters
  Score: Raw -1200733.328632 + Penalty 3014.345796 = -1197718.982836
  nChanged 7
		SP:Iteration 46Q (18394.320000 sec): 3 clusters
  Score: Raw -1200735.185796 + Penalty 3014.345796 = -1197720.840000
  nChanged 6
		SP:Iteration 47Q (18394.560000 sec): 3 clusters
  Score: Raw -1200737.043404 + Penalty 3014.345796 = -1197722.697608
  nChanged 6
		SP:Iteration 48Q (18394.860000 sec): 3 clusters
  Score: Raw -1200737.595320 + Penalty 3014.345796 = -1197723.249524
  nChanged 2
		SP:Iteration 49Q (18395.140000 sec): 3 clusters
  Score: Raw -1200738.037285 + Penalty 3014.345796 = -1197723.691489
  nChanged 3
		SP:Iteration 50Q (18395.410000 sec): 3 clusters
  Score: Raw -1200738.593939 + Penalty 3014.345796 = -1197724.248143
  nChanged 2
		SP:Iteration 51Q (18395.720000 sec): 3 clusters
  Score: Raw -1200738.734429 + Penalty 3014.345796 = -1197724.388633
  nChanged 1
		SP:Iteration 52Q (18395.910000 sec): 3 clusters
  Score: Raw -1200738.878283 + Penalty 3014.345796 = -1197724.532487
  nChanged 2
		SP:Iteration 53Q (18396.150000 sec): 3 clusters
  Score: Raw -1200739.101939 + Penalty 3014.345796 = -1197724.756143
  nChanged 1
		SP:Iteration 54Q (18396.440000 sec): 3 clusters
  Score: Raw -1200739.638816 + Penalty 3014.345796 = -1197725.293019
  nChanged 2
		SP:Iteration 55Q (18396.600000 sec): 3 clusters
  Score: Raw -1200740.413421 + Penalty 3014.345796 = -1197726.067625
  nChanged 6
		SP:Iteration 56Q (18396.800000 sec): 3 clusters
  Score: Raw -1200742.078281 + Penalty 3014.345796 = -1197727.732485
  nChanged 8
		SP:Iteration 57Q (18397.070000 sec): 3 clusters
  Score: Raw -1200743.806704 + Penalty 3014.345796 = -1197729.460908
  nChanged 10
		SP:Iteration 58Q (18397.320000 sec): 3 clusters
  Score: Raw -1200745.471650 + Penalty 3014.345796 = -1197731.125853
  nChanged 6
		SP:Iteration 59Q (18397.680000 sec): 3 clusters
  Score: Raw -1200746.369388 + Penalty 3014.345796 = -1197732.023591
  nChanged 0
		SP:Iteration 60F (18397.930000 sec): 3 clusters
  Score: Raw -1200746.369388 + Penalty 3014.345796 = -1197732.023591
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 56 (8187 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18398.100000 sec): 2 clusters
  Score: Raw -903170.575561 + Penalty 1464.174207 = -901706.401355
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18398.440000 sec): 3 clusters
  Score: Raw -898673.204950 + Penalty 2928.348413 = -895744.856537
  nChanged 3510
		SP:Iteration 1F (18398.510000 sec): 3 clusters
  Score: Raw -900941.532100 + Penalty 2928.348413 = -898013.183687
  nChanged 789
		SP:Iteration 2F (18398.780000 sec): 3 clusters
  Score: Raw -901955.172268 + Penalty 2928.348413 = -899026.823854
  nChanged 803
		SP:Iteration 3F (18398.980000 sec): 3 clusters
  Score: Raw -903172.292027 + Penalty 2928.348413 = -900243.943614
  nChanged 781
		SP:Iteration 4F (18399.120000 sec): 3 clusters
  Score: Raw -904156.499351 + Penalty 2928.348413 = -901228.150938
  nChanged 687
		SP:Iteration 5F (18399.270000 sec): 3 clusters
  Score: Raw -904830.567329 + Penalty 2928.348413 = -901902.218916
  nChanged 480
		SP:Iteration 6F (18399.470000 sec): 3 clusters
  Score: Raw -905275.869807 + Penalty 2928.348413 = -902347.521394
  nChanged 327
		SP:Iteration 7Q (18399.660000 sec): 3 clusters
  Score: Raw -905575.815836 + Penalty 2928.348413 = -902647.467423
  nChanged 220
		SP:Iteration 8Q (18399.760000 sec): 3 clusters
  Score: Raw -905804.043115 + Penalty 2928.348413 = -902875.694701
  nChanged 155
		SP:Iteration 9Q (18399.960000 sec): 3 clusters
  Score: Raw -905973.399035 + Penalty 2928.348413 = -903045.050622
  nChanged 116
		SP:Iteration 10Q (18400.090000 sec): 3 clusters
  Score: Raw -906122.202517 + Penalty 2928.348413 = -903193.854104
  nChanged 94
		SP:Iteration 11Q (18400.320000 sec): 3 clusters
  Score: Raw -906235.195205 + Penalty 2928.348413 = -903306.846791
  nChanged 70
		SP:Iteration 12Q (18400.550000 sec): 3 clusters
  Score: Raw -906287.799711 + Penalty 2928.348413 = -903359.451298
  nChanged 49
		SP:Iteration 13Q (18400.780000 sec): 3 clusters
  Score: Raw -906317.969654 + Penalty 2928.348413 = -903389.621241
  nChanged 27
		SP:Iteration 14Q (18401.020000 sec): 3 clusters
  Score: Raw -906330.261998 + Penalty 2928.348413 = -903401.913585
  nChanged 26
		SP:Iteration 15Q (18401.260000 sec): 3 clusters
  Score: Raw -906341.020764 + Penalty 2928.348413 = -903412.672350
  nChanged 13
		SP:Iteration 16Q (18401.540000 sec): 3 clusters
  Score: Raw -906346.218990 + Penalty 2928.348413 = -903417.870577
  nChanged 8
		SP:Iteration 17Q (18401.760000 sec): 3 clusters
  Score: Raw -906348.929876 + Penalty 2928.348413 = -903420.581463
  nChanged 8
		SP:Iteration 18Q (18401.920000 sec): 3 clusters
  Score: Raw -906350.509499 + Penalty 2928.348413 = -903422.161086
  nChanged 6
		SP:Iteration 19Q (18402.150000 sec): 3 clusters
  Score: Raw -906351.703154 + Penalty 2928.348413 = -903423.354741
  nChanged 6
		SP:Iteration 20F (18402.390000 sec): 3 clusters
  Score: Raw -906352.931905 + Penalty 2928.348413 = -903424.583491
  nChanged 5
		SP:Iteration 21Q (18402.620000 sec): 3 clusters
  Score: Raw -906354.328359 + Penalty 2928.348413 = -903425.979946
  nChanged 4
		SP:Iteration 22Q (18402.860000 sec): 3 clusters
  Score: Raw -906354.989709 + Penalty 2928.348413 = -903426.641296
  nChanged 2
		SP:Iteration 23Q (18403.100000 sec): 3 clusters
  Score: Raw -906355.361019 + Penalty 2928.348413 = -903427.012606
  nChanged 0
		SP:Iteration 24F (18403.410000 sec): 3 clusters
  Score: Raw -906355.361019 + Penalty 2928.348413 = -903427.012606
  nChanged 0
  Score: Raw -118966387.911436 + Penalty 211534.483255 = -118754853.428181

Splitting cluster 56 changes total score from -118740337.556007 to -118754853.428181

 So it's getting split into cluster 94.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 57 (3702 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18632.050000 sec): 2 clusters
  Score: Raw -446820.655749 + Penalty 1335.202130 = -445485.453619
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18632.250000 sec): 3 clusters
  Score: Raw -445030.703853 + Penalty 2670.404260 = -442360.299593
  nChanged 1460
		SP:Iteration 1F (18632.410000 sec): 3 clusters
  Score: Raw -445972.300443 + Penalty 2670.404260 = -443301.896182
  nChanged 332
		SP:Iteration 2F (18632.610000 sec): 3 clusters
  Score: Raw -446203.373821 + Penalty 2670.404260 = -443532.969561
  nChanged 255
		SP:Iteration 3F (18632.770000 sec): 3 clusters
  Score: Raw -446379.462283 + Penalty 2670.404260 = -443709.058023
  nChanged 206
		SP:Iteration 4F (18632.940000 sec): 3 clusters
  Score: Raw -446508.883107 + Penalty 2670.404260 = -443838.478847
  nChanged 151
		SP:Iteration 5Q (18633.140000 sec): 3 clusters
  Score: Raw -446607.224068 + Penalty 2670.404260 = -443936.819808
  nChanged 123
		SP:Iteration 6Q (18633.300000 sec): 3 clusters
  Score: Raw -446675.815472 + Penalty 2670.404260 = -444005.411212
  nChanged 105
		SP:Iteration 7Q (18633.460000 sec): 3 clusters
  Score: Raw -446742.412543 + Penalty 2670.404260 = -444072.008282
  nChanged 95
		SP:Iteration 8Q (18633.670000 sec): 3 clusters
  Score: Raw -446792.971814 + Penalty 2670.404260 = -444122.567553
  nChanged 77
		SP:Iteration 9Q (18633.830000 sec): 3 clusters
  Score: Raw -446825.637594 + Penalty 2670.404260 = -444155.233333
  nChanged 56
		SP:Iteration 10Q (18633.990000 sec): 3 clusters
  Score: Raw -446844.763975 + Penalty 2670.404260 = -444174.359715
  nChanged 38
		SP:Iteration 11Q (18634.200000 sec): 3 clusters
  Score: Raw -446858.046108 + Penalty 2670.404260 = -444187.641848
  nChanged 28
		SP:Iteration 12Q (18634.360000 sec): 3 clusters
  Score: Raw -446868.030828 + Penalty 2670.404260 = -444197.626568
  nChanged 24
		SP:Iteration 13Q (18634.520000 sec): 3 clusters
  Score: Raw -446876.312467 + Penalty 2670.404260 = -444205.908207
  nChanged 25
		SP:Iteration 14Q (18634.720000 sec): 3 clusters
  Score: Raw -446884.833404 + Penalty 2670.404260 = -444214.429143
  nChanged 23
		SP:Iteration 15Q (18634.880000 sec): 3 clusters
  Score: Raw -446896.454450 + Penalty 2670.404260 = -444226.050190
  nChanged 24
		SP:Iteration 16Q (18635.040000 sec): 3 clusters
  Score: Raw -446906.648386 + Penalty 2670.404260 = -444236.244125
  nChanged 27
		SP:Iteration 17Q (18635.250000 sec): 3 clusters
  Score: Raw -446914.887202 + Penalty 2670.404260 = -444244.482942
  nChanged 28
		SP:Iteration 18Q (18635.400000 sec): 3 clusters
  Score: Raw -446922.369425 + Penalty 2670.404260 = -444251.965165
  nChanged 21
		SP:Iteration 19Q (18635.570000 sec): 3 clusters
  Score: Raw -446928.813271 + Penalty 2670.404260 = -444258.409011
  nChanged 15
		SP:Iteration 20F (18635.780000 sec): 3 clusters
  Score: Raw -446933.412499 + Penalty 2670.404260 = -444263.008239
  nChanged 11
		SP:Iteration 21Q (18635.940000 sec): 3 clusters
  Score: Raw -446937.082849 + Penalty 2670.404260 = -444266.678588
  nChanged 14
		SP:Iteration 22Q (18636.100000 sec): 3 clusters
  Score: Raw -446940.492724 + Penalty 2670.404260 = -444270.088464
  nChanged 5
		SP:Iteration 23Q (18636.300000 sec): 3 clusters
  Score: Raw -446942.270875 + Penalty 2670.404260 = -444271.866615
  nChanged 5
		SP:Iteration 24Q (18636.460000 sec): 3 clusters
  Score: Raw -446943.480653 + Penalty 2670.404260 = -444273.076393
  nChanged 1
		SP:Iteration 25Q (18636.630000 sec): 3 clusters
  Score: Raw -446943.840790 + Penalty 2670.404260 = -444273.436530
  nChanged 1
		SP:Iteration 26Q (18636.830000 sec): 3 clusters
  Score: Raw -446944.279318 + Penalty 2670.404260 = -444273.875058
  nChanged 1
		SP:Iteration 27Q (18636.990000 sec): 3 clusters
  Score: Raw -446944.403043 + Penalty 2670.404260 = -444273.998783
  nChanged 1
		SP:Iteration 28Q (18637.160000 sec): 3 clusters
  Score: Raw -446944.518167 + Penalty 2670.404260 = -444274.113907
  nChanged 0
		SP:Iteration 29F (18637.340000 sec): 3 clusters
  Score: Raw -446944.518167 + Penalty 2670.404260 = -444274.113907
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 58 (9350 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18637.490000 sec): 2 clusters
  Score: Raw -1188888.182547 + Penalty 1485.758889 = -1187402.423659
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18637.760000 sec): 3 clusters
  Score: Raw -1183586.277936 + Penalty 2971.517777 = -1180614.760158
  nChanged 3994
		SP:Iteration 1F (18638.010000 sec): 3 clusters
  Score: Raw -1185740.103026 + Penalty 2971.517777 = -1182768.585249
  nChanged 571
		SP:Iteration 2F (18638.240000 sec): 3 clusters
  Score: Raw -1186005.003725 + Penalty 2971.517777 = -1183033.485947
  nChanged 478
		SP:Iteration 3F (18638.460000 sec): 3 clusters
  Score: Raw -1186204.715690 + Penalty 2971.517777 = -1183233.197913
  nChanged 413
		SP:Iteration 4Q (18638.680000 sec): 3 clusters
  Score: Raw -1186360.888296 + Penalty 2971.517777 = -1183389.370519
  nChanged 343
		SP:Iteration 5Q (18638.920000 sec): 3 clusters
  Score: Raw -1186488.335892 + Penalty 2971.517777 = -1183516.818115
  nChanged 333
		SP:Iteration 6Q (18639.140000 sec): 3 clusters
  Score: Raw -1186620.595704 + Penalty 2971.517777 = -1183649.077927
  nChanged 318
		SP:Iteration 7Q (18639.420000 sec): 3 clusters
  Score: Raw -1186753.112494 + Penalty 2971.517777 = -1183781.594716
  nChanged 325
		SP:Iteration 8Q (18639.710000 sec): 3 clusters
  Score: Raw -1186887.719279 + Penalty 2971.517777 = -1183916.201501
  nChanged 316
		SP:Iteration 9Q (18639.940000 sec): 3 clusters
  Score: Raw -1187016.390168 + Penalty 2971.517777 = -1184044.872391
  nChanged 299
		SP:Iteration 10Q (18640.140000 sec): 3 clusters
  Score: Raw -1187134.253773 + Penalty 2971.517777 = -1184162.735996
  nChanged 266
		SP:Iteration 11Q (18640.550000 sec): 3 clusters
  Score: Raw -1187222.931642 + Penalty 2971.517777 = -1184251.413865
  nChanged 198
		SP:Iteration 12Q (18640.820000 sec): 3 clusters
  Score: Raw -1187282.950571 + Penalty 2971.517777 = -1184311.432794
  nChanged 172
		SP:Iteration 13Q (18641.020000 sec): 3 clusters
  Score: Raw -1187332.992414 + Penalty 2971.517777 = -1184361.474637
  nChanged 140
		SP:Iteration 14Q (18641.250000 sec): 3 clusters
  Score: Raw -1187373.877919 + Penalty 2971.517777 = -1184402.360142
  nChanged 138
		SP:Iteration 15Q (18641.580000 sec): 3 clusters
  Score: Raw -1187410.253697 + Penalty 2971.517777 = -1184438.735919
  nChanged 122
		SP:Iteration 16Q (18641.810000 sec): 3 clusters
  Score: Raw -1187438.724130 + Penalty 2971.517777 = -1184467.206353
  nChanged 98
		SP:Iteration 17Q (18642.030000 sec): 3 clusters
  Score: Raw -1187455.958494 + Penalty 2971.517777 = -1184484.440717
  nChanged 67
		SP:Iteration 18Q (18642.260000 sec): 3 clusters
  Score: Raw -1187468.509923 + Penalty 2971.517777 = -1184496.992146
  nChanged 63
		SP:Iteration 19Q (18642.650000 sec): 3 clusters
  Score: Raw -1187479.520580 + Penalty 2971.517777 = -1184508.002803
  nChanged 54
		SP:Iteration 20F (18642.900000 sec): 3 clusters
  Score: Raw -1187488.521910 + Penalty 2971.517777 = -1184517.004133
  nChanged 50
		SP:Iteration 21Q (18642.980000 sec): 3 clusters
  Score: Raw -1187496.842923 + Penalty 2971.517777 = -1184525.325146
  nChanged 37
		SP:Iteration 22Q (18643.140000 sec): 3 clusters
  Score: Raw -1187502.419128 + Penalty 2971.517777 = -1184530.901351
  nChanged 38
		SP:Iteration 23Q (18643.340000 sec): 3 clusters
  Score: Raw -1187508.967204 + Penalty 2971.517777 = -1184537.449426
  nChanged 41
		SP:Iteration 24Q (18643.580000 sec): 3 clusters
  Score: Raw -1187516.312929 + Penalty 2971.517777 = -1184544.795152
  nChanged 45
		SP:Iteration 25Q (18643.740000 sec): 3 clusters
  Score: Raw -1187524.523316 + Penalty 2971.517777 = -1184553.005539
  nChanged 47
		SP:Iteration 26Q (18643.890000 sec): 3 clusters
  Score: Raw -1187532.329816 + Penalty 2971.517777 = -1184560.812039
  nChanged 40
		SP:Iteration 27Q (18644.080000 sec): 3 clusters
  Score: Raw -1187538.330005 + Penalty 2971.517777 = -1184566.812228
  nChanged 37
		SP:Iteration 28Q (18644.250000 sec): 3 clusters
  Score: Raw -1187543.614778 + Penalty 2971.517777 = -1184572.097001
  nChanged 27
		SP:Iteration 29Q (18644.430000 sec): 3 clusters
  Score: Raw -1187547.349988 + Penalty 2971.517777 = -1184575.832211
  nChanged 27
		SP:Iteration 30Q (18644.660000 sec): 3 clusters
  Score: Raw -1187552.854832 + Penalty 2971.517777 = -1184581.337055
  nChanged 46
		SP:Iteration 31Q (18644.870000 sec): 3 clusters
  Score: Raw -1187562.266602 + Penalty 2971.517777 = -1184590.748825
  nChanged 46
		SP:Iteration 32Q (18645.070000 sec): 3 clusters
  Score: Raw -1187570.979785 + Penalty 2971.517777 = -1184599.462007
  nChanged 52
		SP:Iteration 33Q (18645.350000 sec): 3 clusters
  Score: Raw -1187579.772393 + Penalty 2971.517777 = -1184608.254616
  nChanged 45
		SP:Iteration 34Q (18645.660000 sec): 3 clusters
  Score: Raw -1187586.763517 + Penalty 2971.517777 = -1184615.245740
  nChanged 45
		SP:Iteration 35Q (18645.900000 sec): 3 clusters
  Score: Raw -1187593.837999 + Penalty 2971.517777 = -1184622.320222
  nChanged 49
		SP:Iteration 36Q (18646.170000 sec): 3 clusters
  Score: Raw -1187601.437460 + Penalty 2971.517777 = -1184629.919683
  nChanged 48
		SP:Iteration 37Q (18646.450000 sec): 3 clusters
  Score: Raw -1187609.766037 + Penalty 2971.517777 = -1184638.248260
  nChanged 53
		SP:Iteration 38Q (18646.690000 sec): 3 clusters
  Score: Raw -1187619.282240 + Penalty 2971.517777 = -1184647.764462
  nChanged 49
		SP:Iteration 39Q (18646.910000 sec): 3 clusters
  Score: Raw -1187627.348799 + Penalty 2971.517777 = -1184655.831022
  nChanged 50
		SP:Iteration 40F (18647.130000 sec): 3 clusters
  Score: Raw -1187636.567531 + Penalty 2971.517777 = -1184665.049754
  nChanged 60
		SP:Iteration 41Q (18647.490000 sec): 3 clusters
  Score: Raw -1187649.861307 + Penalty 2971.517777 = -1184678.343529
  nChanged 69
		SP:Iteration 42Q (18647.740000 sec): 3 clusters
  Score: Raw -1187665.653577 + Penalty 2971.517777 = -1184694.135800
  nChanged 86
		SP:Iteration 43Q (18647.930000 sec): 3 clusters
  Score: Raw -1187688.024347 + Penalty 2971.517777 = -1184716.506570
  nChanged 97
		SP:Iteration 44Q (18648.140000 sec): 3 clusters
  Score: Raw -1187714.509190 + Penalty 2971.517777 = -1184742.991413
  nChanged 98
		SP:Iteration 45Q (18648.430000 sec): 3 clusters
  Score: Raw -1187744.094383 + Penalty 2971.517777 = -1184772.576606
  nChanged 125
		SP:Iteration 46Q (18648.620000 sec): 3 clusters
  Score: Raw -1187783.587346 + Penalty 2971.517777 = -1184812.069569
  nChanged 149
		SP:Iteration 47Q (18648.850000 sec): 3 clusters
  Score: Raw -1187834.209814 + Penalty 2971.517777 = -1184862.692037
  nChanged 154
		SP:Iteration 48Q (18649.070000 sec): 3 clusters
  Score: Raw -1187881.596578 + Penalty 2971.517777 = -1184910.078801
  nChanged 140
		SP:Iteration 49Q (18649.370000 sec): 3 clusters
  Score: Raw -1187931.690001 + Penalty 2971.517777 = -1184960.172224
  nChanged 154
		SP:Iteration 50Q (18649.640000 sec): 3 clusters
  Score: Raw -1187986.848959 + Penalty 2971.517777 = -1185015.331182
  nChanged 178
		SP:Iteration 51Q (18649.870000 sec): 3 clusters
  Score: Raw -1188049.466577 + Penalty 2971.517777 = -1185077.948800
  nChanged 168
		SP:Iteration 52Q (18650.170000 sec): 3 clusters
  Score: Raw -1188112.431801 + Penalty 2971.517777 = -1185140.914024
  nChanged 160
		SP:Iteration 53Q (18650.430000 sec): 3 clusters
  Score: Raw -1188187.479229 + Penalty 2971.517777 = -1185215.961451
  nChanged 174
		SP:Iteration 54Q (18650.640000 sec): 3 clusters
  Score: Raw -1188269.233268 + Penalty 2971.517777 = -1185297.715491
  nChanged 192
		SP:Iteration 55Q (18650.930000 sec): 3 clusters
  Score: Raw -1188363.175597 + Penalty 2971.517777 = -1185391.657820
  nChanged 200
		SP:Iteration 56Q (18651.140000 sec): 3 clusters
  Score: Raw -1188476.405933 + Penalty 2971.517777 = -1185504.888156
  nChanged 193
		SP:Iteration 57Q (18651.370000 sec): 3 clusters
  Score: Raw -1188584.614021 + Penalty 2971.517777 = -1185613.096244
  nChanged 189
		SP:Iteration 58Q (18651.580000 sec): 3 clusters
  Score: Raw -1188691.122088 + Penalty 2971.517777 = -1185719.604311
  nChanged 186
		SP:Iteration 59Q (18651.810000 sec): 3 clusters
  Score: Raw -1188784.686371 + Penalty 2971.517777 = -1185813.168594
  nChanged 156
		SP:Iteration 60F (18652.050000 sec): 3 clusters
  Score: Raw -1188872.530818 + Penalty 2971.517777 = -1185901.013041
  nChanged 151
		SP:Iteration 61Q (18652.290000 sec): 3 clusters
  Score: Raw -1188954.920392 + Penalty 2971.517777 = -1185983.402615
  nChanged 131
		SP:Iteration 62Q (18652.510000 sec): 3 clusters
  Score: Raw -1189015.224346 + Penalty 2971.517777 = -1186043.706569
  nChanged 108
		SP:Iteration 63Q (18652.710000 sec): 3 clusters
  Score: Raw -1189067.795847 + Penalty 2971.517777 = -1186096.278070
  nChanged 94
		SP:Iteration 64Q (18652.930000 sec): 3 clusters
  Score: Raw -1189107.299715 + Penalty 2971.517777 = -1186135.781938
  nChanged 66
		SP:Iteration 65Q (18653.120000 sec): 3 clusters
  Score: Raw -1189136.971091 + Penalty 2971.517777 = -1186165.453314
  nChanged 54
		SP:Iteration 66Q (18653.330000 sec): 3 clusters
  Score: Raw -1189169.328115 + Penalty 2971.517777 = -1186197.810338
  nChanged 58
		SP:Iteration 67Q (18653.530000 sec): 3 clusters
  Score: Raw -1189195.550810 + Penalty 2971.517777 = -1186224.033033
  nChanged 36
		SP:Iteration 68Q (18653.750000 sec): 3 clusters
  Score: Raw -1189213.206334 + Penalty 2971.517777 = -1186241.688556
  nChanged 42
		SP:Iteration 69Q (18653.970000 sec): 3 clusters
  Score: Raw -1189230.073465 + Penalty 2971.517777 = -1186258.555688
  nChanged 34
		SP:Iteration 70Q (18654.200000 sec): 3 clusters
  Score: Raw -1189243.536468 + Penalty 2971.517777 = -1186272.018690
  nChanged 23
		SP:Iteration 71Q (18654.430000 sec): 3 clusters
  Score: Raw -1189251.080565 + Penalty 2971.517777 = -1186279.562787
  nChanged 24
		SP:Iteration 72Q (18654.630000 sec): 3 clusters
  Score: Raw -1189259.696571 + Penalty 2971.517777 = -1186288.178793
  nChanged 13
		SP:Iteration 73Q (18654.850000 sec): 3 clusters
  Score: Raw -1189263.099695 + Penalty 2971.517777 = -1186291.581918
  nChanged 10
		SP:Iteration 74Q (18655.060000 sec): 3 clusters
  Score: Raw -1189267.234096 + Penalty 2971.517777 = -1186295.716319
  nChanged 9
		SP:Iteration 75Q (18655.270000 sec): 3 clusters
  Score: Raw -1189269.909420 + Penalty 2971.517777 = -1186298.391643
  nChanged 6
		SP:Iteration 76Q (18655.490000 sec): 3 clusters
  Score: Raw -1189271.971949 + Penalty 2971.517777 = -1186300.454172
  nChanged 8
		SP:Iteration 77Q (18655.700000 sec): 3 clusters
  Score: Raw -1189274.907844 + Penalty 2971.517777 = -1186303.390067
  nChanged 7
		SP:Iteration 78Q (18655.910000 sec): 3 clusters
  Score: Raw -1189277.102956 + Penalty 2971.517777 = -1186305.585179
  nChanged 9
		SP:Iteration 79Q (18656.110000 sec): 3 clusters
  Score: Raw -1189281.409016 + Penalty 2971.517777 = -1186309.891239
  nChanged 6
		SP:Iteration 80F (18656.350000 sec): 3 clusters
  Score: Raw -1189283.767566 + Penalty 2971.517777 = -1186312.249788
  nChanged 3
		SP:Iteration 81Q (18656.560000 sec): 3 clusters
  Score: Raw -1189284.711023 + Penalty 2971.517777 = -1186313.193246
  nChanged 4
		SP:Iteration 82Q (18656.800000 sec): 3 clusters
  Score: Raw -1189285.909994 + Penalty 2971.517777 = -1186314.392217
  nChanged 2
		SP:Iteration 83Q (18656.990000 sec): 3 clusters
  Score: Raw -1189286.414970 + Penalty 2971.517777 = -1186314.897193
  nChanged 2
		SP:Iteration 84Q (18657.200000 sec): 3 clusters
  Score: Raw -1189287.110236 + Penalty 2971.517777 = -1186315.592459
  nChanged 4
		SP:Iteration 85Q (18657.440000 sec): 3 clusters
  Score: Raw -1189288.512218 + Penalty 2971.517777 = -1186316.994441
  nChanged 4
		SP:Iteration 86Q (18657.630000 sec): 3 clusters
  Score: Raw -1189289.727210 + Penalty 2971.517777 = -1186318.209432
  nChanged 3
		SP:Iteration 87Q (18657.850000 sec): 3 clusters
  Score: Raw -1189290.866997 + Penalty 2971.517777 = -1186319.349220
  nChanged 6
		SP:Iteration 88Q (18658.060000 sec): 3 clusters
  Score: Raw -1189292.855745 + Penalty 2971.517777 = -1186321.337968
  nChanged 5
		SP:Iteration 89Q (18658.310000 sec): 3 clusters
  Score: Raw -1189294.367193 + Penalty 2971.517777 = -1186322.849416
  nChanged 3
		SP:Iteration 90Q (18658.570000 sec): 3 clusters
  Score: Raw -1189295.339642 + Penalty 2971.517777 = -1186323.821865
  nChanged 4
		SP:Iteration 91Q (18658.780000 sec): 3 clusters
  Score: Raw -1189296.488437 + Penalty 2971.517777 = -1186324.970660
  nChanged 3
		SP:Iteration 92Q (18659.030000 sec): 3 clusters
  Score: Raw -1189297.164398 + Penalty 2971.517777 = -1186325.646621
  nChanged 1
		SP:Iteration 93Q (18659.310000 sec): 3 clusters
  Score: Raw -1189297.421895 + Penalty 2971.517777 = -1186325.904117
  nChanged 0
		SP:Iteration 94F (18659.510000 sec): 3 clusters
  Score: Raw -1189297.421895 + Penalty 2971.517777 = -1186325.904117
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 59 (6472 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18659.660000 sec): 2 clusters
  Score: Raw -710627.322223 + Penalty 1425.976575 = -709201.345649
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18659.910000 sec): 3 clusters
  Score: Raw -707179.732890 + Penalty 2851.953149 = -704327.779741
  nChanged 2688
		SP:Iteration 1F (18660.050000 sec): 3 clusters
  Score: Raw -708883.469572 + Penalty 2851.953149 = -706031.516423
  nChanged 570
		SP:Iteration 2F (18660.250000 sec): 3 clusters
  Score: Raw -709411.872117 + Penalty 2851.953149 = -706559.918968
  nChanged 556
		SP:Iteration 3F (18660.460000 sec): 3 clusters
  Score: Raw -709919.150943 + Penalty 2851.953149 = -707067.197794
  nChanged 456
		SP:Iteration 4F (18660.790000 sec): 3 clusters
  Score: Raw -710374.748304 + Penalty 2851.953149 = -707522.795155
  nChanged 393
		SP:Iteration 5F (18660.960000 sec): 3 clusters
  Score: Raw -710733.103252 + Penalty 2851.953149 = -707881.150103
  nChanged 314
		SP:Iteration 6Q (18661.220000 sec): 3 clusters
  Score: Raw -711003.599567 + Penalty 2851.953149 = -708151.646418
  nChanged 249
		SP:Iteration 7Q (18661.500000 sec): 3 clusters
  Score: Raw -711168.478807 + Penalty 2851.953149 = -708316.525658
  nChanged 166
		SP:Iteration 8Q (18661.710000 sec): 3 clusters
  Score: Raw -711262.768931 + Penalty 2851.953149 = -708410.815782
  nChanged 124
		SP:Iteration 9Q (18661.960000 sec): 3 clusters
  Score: Raw -711329.725040 + Penalty 2851.953149 = -708477.771891
  nChanged 114
		SP:Iteration 10Q (18662.230000 sec): 3 clusters
  Score: Raw -711391.948419 + Penalty 2851.953149 = -708539.995270
  nChanged 109
		SP:Iteration 11Q (18662.430000 sec): 3 clusters
  Score: Raw -711444.359626 + Penalty 2851.953149 = -708592.406477
  nChanged 90
		SP:Iteration 12Q (18662.720000 sec): 3 clusters
  Score: Raw -711488.766019 + Penalty 2851.953149 = -708636.812870
  nChanged 94
		SP:Iteration 13Q (18662.990000 sec): 3 clusters
  Score: Raw -711538.072230 + Penalty 2851.953149 = -708686.119081
  nChanged 102
		SP:Iteration 14Q (18663.170000 sec): 3 clusters
  Score: Raw -711601.205044 + Penalty 2851.953149 = -708749.251895
  nChanged 121
		SP:Iteration 15Q (18663.350000 sec): 3 clusters
  Score: Raw -711689.113849 + Penalty 2851.953149 = -708837.160700
  nChanged 136
		SP:Iteration 16Q (18663.560000 sec): 3 clusters
  Score: Raw -711781.706140 + Penalty 2851.953149 = -708929.752991
  nChanged 137
		SP:Iteration 17Q (18663.770000 sec): 3 clusters
  Score: Raw -711866.683525 + Penalty 2851.953149 = -709014.730376
  nChanged 114
		SP:Iteration 18Q (18663.960000 sec): 3 clusters
  Score: Raw -711944.108796 + Penalty 2851.953149 = -709092.155647
  nChanged 106
		SP:Iteration 19Q (18664.180000 sec): 3 clusters
  Score: Raw -712019.222880 + Penalty 2851.953149 = -709167.269731
  nChanged 116
		SP:Iteration 20F (18664.490000 sec): 3 clusters
  Score: Raw -712095.272029 + Penalty 2851.953149 = -709243.318880
  nChanged 117
		SP:Iteration 21Q (18664.670000 sec): 3 clusters
  Score: Raw -712169.133925 + Penalty 2851.953149 = -709317.180775
  nChanged 107
		SP:Iteration 22Q (18664.920000 sec): 3 clusters
  Score: Raw -712242.411981 + Penalty 2851.953149 = -709390.458832
  nChanged 97
		SP:Iteration 23Q (18665.100000 sec): 3 clusters
  Score: Raw -712301.847046 + Penalty 2851.953149 = -709449.893897
  nChanged 95
		SP:Iteration 24Q (18665.380000 sec): 3 clusters
  Score: Raw -712353.281083 + Penalty 2851.953149 = -709501.327934
  nChanged 73
		SP:Iteration 25Q (18665.600000 sec): 3 clusters
  Score: Raw -712405.699456 + Penalty 2851.953149 = -709553.746307
  nChanged 72
		SP:Iteration 26Q (18665.750000 sec): 3 clusters
  Score: Raw -712442.184775 + Penalty 2851.953149 = -709590.231625
  nChanged 71
		SP:Iteration 27Q (18665.960000 sec): 3 clusters
  Score: Raw -712487.569423 + Penalty 2851.953149 = -709635.616274
  nChanged 53
		SP:Iteration 28Q (18666.240000 sec): 3 clusters
  Score: Raw -712525.723407 + Penalty 2851.953149 = -709673.770257
  nChanged 61
		SP:Iteration 29Q (18666.440000 sec): 3 clusters
  Score: Raw -712577.255236 + Penalty 2851.953149 = -709725.302087
  nChanged 49
		SP:Iteration 30Q (18666.680000 sec): 3 clusters
  Score: Raw -712613.206488 + Penalty 2851.953149 = -709761.253339
  nChanged 43
		SP:Iteration 31Q (18666.900000 sec): 3 clusters
  Score: Raw -712643.743564 + Penalty 2851.953149 = -709791.790415
  nChanged 29
		SP:Iteration 32Q (18667.090000 sec): 3 clusters
  Score: Raw -712658.895459 + Penalty 2851.953149 = -709806.942309
  nChanged 24
		SP:Iteration 33Q (18667.350000 sec): 3 clusters
  Score: Raw -712671.216166 + Penalty 2851.953149 = -709819.263016
  nChanged 19
		SP:Iteration 34Q (18667.590000 sec): 3 clusters
  Score: Raw -712679.204548 + Penalty 2851.953149 = -709827.251399
  nChanged 11
		SP:Iteration 35Q (18667.790000 sec): 3 clusters
  Score: Raw -712683.245854 + Penalty 2851.953149 = -709831.292705
  nChanged 9
		SP:Iteration 36Q (18668.000000 sec): 3 clusters
  Score: Raw -712685.238430 + Penalty 2851.953149 = -709833.285281
  nChanged 7
		SP:Iteration 37Q (18668.250000 sec): 3 clusters
  Score: Raw -712687.273186 + Penalty 2851.953149 = -709835.320036
  nChanged 4
		SP:Iteration 38Q (18668.500000 sec): 3 clusters
  Score: Raw -712690.708992 + Penalty 2851.953149 = -709838.755843
  nChanged 11
		SP:Iteration 39Q (18668.740000 sec): 3 clusters
  Score: Raw -712698.007792 + Penalty 2851.953149 = -709846.054643
  nChanged 11
		SP:Iteration 40F (18668.980000 sec): 3 clusters
  Score: Raw -712703.364109 + Penalty 2851.953149 = -709851.410960
  nChanged 13
		SP:Iteration 41Q (18669.180000 sec): 3 clusters
  Score: Raw -712707.971350 + Penalty 2851.953149 = -709856.018200
  nChanged 10
		SP:Iteration 42Q (18669.320000 sec): 3 clusters
  Score: Raw -712716.929642 + Penalty 2851.953149 = -709864.976493
  nChanged 16
		SP:Iteration 43Q (18669.510000 sec): 3 clusters
  Score: Raw -712731.206955 + Penalty 2851.953149 = -709879.253806
  nChanged 18
		SP:Iteration 44Q (18669.710000 sec): 3 clusters
  Score: Raw -712747.052402 + Penalty 2851.953149 = -709895.099253
  nChanged 17
		SP:Iteration 45Q (18669.940000 sec): 3 clusters
  Score: Raw -712756.944648 + Penalty 2851.953149 = -709904.991499
  nChanged 22
		SP:Iteration 46Q (18670.140000 sec): 3 clusters
  Score: Raw -712764.097702 + Penalty 2851.953149 = -709912.144553
  nChanged 13
		SP:Iteration 47Q (18670.370000 sec): 3 clusters
  Score: Raw -712773.331586 + Penalty 2851.953149 = -709921.378436
  nChanged 19
		SP:Iteration 48Q (18670.660000 sec): 3 clusters
  Score: Raw -712783.660782 + Penalty 2851.953149 = -709931.707633
  nChanged 19
		SP:Iteration 49Q (18670.930000 sec): 3 clusters
  Score: Raw -712793.846555 + Penalty 2851.953149 = -709941.893406
  nChanged 16
		SP:Iteration 50Q (18671.160000 sec): 3 clusters
  Score: Raw -712803.207427 + Penalty 2851.953149 = -709951.254278
  nChanged 15
		SP:Iteration 51Q (18671.410000 sec): 3 clusters
  Score: Raw -712812.386870 + Penalty 2851.953149 = -709960.433721
  nChanged 8
		SP:Iteration 52Q (18671.600000 sec): 3 clusters
  Score: Raw -712816.028638 + Penalty 2851.953149 = -709964.075489
  nChanged 11
		SP:Iteration 53Q (18671.820000 sec): 3 clusters
  Score: Raw -712821.534423 + Penalty 2851.953149 = -709969.581274
  nChanged 7
		SP:Iteration 54Q (18672.080000 sec): 3 clusters
  Score: Raw -712822.674400 + Penalty 2851.953149 = -709970.721251
  nChanged 4
		SP:Iteration 55Q (18672.170000 sec): 3 clusters
  Score: Raw -712823.639939 + Penalty 2851.953149 = -709971.686790
  nChanged 1
		SP:Iteration 56Q (18672.400000 sec): 3 clusters
  Score: Raw -712823.941259 + Penalty 2851.953149 = -709971.988110
  nChanged 0
		SP:Iteration 57F (18672.610000 sec): 3 clusters
  Score: Raw -712823.941259 + Penalty 2851.953149 = -709971.988110
  nChanged 0
  Score: Raw -118968584.530472 + Penalty 213784.850098 = -118754799.680374

Splitting cluster 59 changes total score from -118740337.556007 to -118754799.680374

 So it's getting split into cluster 95.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 60 (954 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18896.210000 sec): 2 clusters
  Score: Raw -107092.770987 + Penalty 1114.857847 = -105977.913140
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18896.340000 sec): 3 clusters
  Score: Raw -106772.045056 + Penalty 2229.715693 = -104542.329363
  nChanged 308
		SP:Iteration 1F (18896.560000 sec): 3 clusters
  Score: Raw -107136.009360 + Penalty 2229.715693 = -104906.293667
  nChanged 97
		SP:Iteration 2F (18896.750000 sec): 3 clusters
  Score: Raw -107341.503985 + Penalty 2229.715693 = -105111.788291
  nChanged 70
		SP:Iteration 3F (18897.010000 sec): 3 clusters
  Score: Raw -107538.251291 + Penalty 2229.715693 = -105308.535598
  nChanged 73
		SP:Iteration 4F (18897.180000 sec): 3 clusters
  Score: Raw -107774.848591 + Penalty 2229.715693 = -105545.132898
  nChanged 74
		SP:Iteration 5F (18897.400000 sec): 3 clusters
  Score: Raw -108055.274413 + Penalty 2229.715693 = -105825.558719
  nChanged 52
		SP:Iteration 6F (18897.610000 sec): 3 clusters
  Score: Raw -108258.670932 + Penalty 2229.715693 = -106028.955239
  nChanged 30
		SP:Iteration 7Q (18897.800000 sec): 3 clusters
  Score: Raw -108338.721025 + Penalty 2229.715693 = -106109.005332
  nChanged 17
		SP:Iteration 8Q (18897.980000 sec): 3 clusters
  Score: Raw -108398.069495 + Penalty 2229.715693 = -106168.353801
  nChanged 17
		SP:Iteration 9Q (18898.170000 sec): 3 clusters
  Score: Raw -108485.975371 + Penalty 2229.715693 = -106256.259678
  nChanged 10
		SP:Iteration 10Q (18898.320000 sec): 3 clusters
  Score: Raw -108597.207784 + Penalty 2229.715693 = -106367.492091
  nChanged 7
		SP:Iteration 11Q (18898.470000 sec): 3 clusters
  Score: Raw -108672.196863 + Penalty 2229.715693 = -106442.481170
  nChanged 7
		SP:Iteration 12Q (18898.670000 sec): 3 clusters
  Score: Raw -108678.996252 + Penalty 2229.715693 = -106449.280559
  nChanged 2
		SP:Iteration 13Q (18898.820000 sec): 3 clusters
  Score: Raw -108680.012533 + Penalty 2229.715693 = -106450.296840
  nChanged 0
		SP:Iteration 14F (18899.030000 sec): 3 clusters
  Score: Raw -108680.012533 + Penalty 2229.715693 = -106450.296840
  nChanged 0
  Score: Raw -118970171.772018 + Penalty 216035.216941 = -118754136.555077

Splitting cluster 60 changes total score from -118740337.556007 to -118754136.555077

 So it's getting split into cluster 96.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 61 (7127 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19143.710000 sec): 2 clusters
  Score: Raw -813006.310980 + Penalty 1441.642421 = -811564.668559
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19143.990000 sec): 3 clusters
  Score: Raw -809201.648336 + Penalty 2883.284842 = -806318.363494
  nChanged 3107
		SP:Iteration 1F (19144.230000 sec): 3 clusters
  Score: Raw -812321.291967 + Penalty 2883.284842 = -809438.007125
  nChanged 1024
		SP:Iteration 2F (19144.470000 sec): 3 clusters
  Score: Raw -814807.029106 + Penalty 2883.284842 = -811923.744264
  nChanged 861
		SP:Iteration 3F (19144.670000 sec): 3 clusters
  Score: Raw -816794.415335 + Penalty 2883.284842 = -813911.130493
  nChanged 488
		SP:Iteration 4F (19144.900000 sec): 3 clusters
  Score: Raw -817445.877620 + Penalty 2883.284842 = -814562.592778
  nChanged 204
		SP:Iteration 5Q (19145.160000 sec): 3 clusters
  Score: Raw -817579.022575 + Penalty 2883.284842 = -814695.737733
  nChanged 109
		SP:Iteration 6Q (19145.350000 sec): 3 clusters
  Score: Raw -817627.099417 + Penalty 2883.284842 = -814743.814575
  nChanged 57
		SP:Iteration 7Q (19145.530000 sec): 3 clusters
  Score: Raw -817644.328914 + Penalty 2883.284842 = -814761.044072
  nChanged 30
		SP:Iteration 8Q (19145.760000 sec): 3 clusters
  Score: Raw -817651.376437 + Penalty 2883.284842 = -814768.091595
  nChanged 16
		SP:Iteration 9Q (19145.920000 sec): 3 clusters
  Score: Raw -817653.904008 + Penalty 2883.284842 = -814770.619166
  nChanged 13
		SP:Iteration 10Q (19146.120000 sec): 3 clusters
  Score: Raw -817656.567322 + Penalty 2883.284842 = -814773.282480
  nChanged 13
		SP:Iteration 11Q (19146.320000 sec): 3 clusters
  Score: Raw -817659.205148 + Penalty 2883.284842 = -814775.920306
  nChanged 11
		SP:Iteration 12Q (19146.530000 sec): 3 clusters
  Score: Raw -817661.250024 + Penalty 2883.284842 = -814777.965182
  nChanged 10
		SP:Iteration 13Q (19146.640000 sec): 3 clusters
  Score: Raw -817663.468176 + Penalty 2883.284842 = -814780.183334
  nChanged 8
		SP:Iteration 14Q (19146.740000 sec): 3 clusters
  Score: Raw -817664.742686 + Penalty 2883.284842 = -814781.457845
  nChanged 3
		SP:Iteration 15Q (19146.880000 sec): 3 clusters
  Score: Raw -817665.231697 + Penalty 2883.284842 = -814781.946855
  nChanged 4
		SP:Iteration 16Q (19147.020000 sec): 3 clusters
  Score: Raw -817665.500673 + Penalty 2883.284842 = -814782.215832
  nChanged 3
		SP:Iteration 17Q (19147.150000 sec): 3 clusters
  Score: Raw -817666.016081 + Penalty 2883.284842 = -814782.731239
  nChanged 3
		SP:Iteration 18Q (19147.280000 sec): 3 clusters
  Score: Raw -817666.508656 + Penalty 2883.284842 = -814783.223814
  nChanged 0
		SP:Iteration 19F (19147.480000 sec): 3 clusters
  Score: Raw -817666.508656 + Penalty 2883.284842 = -814783.223814
  nChanged 0
  Score: Raw -118974831.969695 + Penalty 218285.583784 = -118756546.385910

Splitting cluster 61 changes total score from -118740337.556007 to -118756546.385910

 So it's getting split into cluster 97.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 62 (23803 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19419.210000 sec): 2 clusters
  Score: Raw -2744420.386706 + Penalty 1637.604622 = -2742782.782085
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19419.550000 sec): 3 clusters
  Score: Raw -2729892.941658 + Penalty 3275.209243 = -2726617.732415
  nChanged 10921
		SP:Iteration 1F (19419.910000 sec): 3 clusters
  Score: Raw -2736549.463926 + Penalty 3275.209243 = -2733274.254683
  nChanged 1706
		SP:Iteration 2F (19420.280000 sec): 3 clusters
  Score: Raw -2737571.350937 + Penalty 3275.209243 = -2734296.141694
  nChanged 1665
		SP:Iteration 3F (19420.640000 sec): 3 clusters
  Score: Raw -2738713.161218 + Penalty 3275.209243 = -2735437.951975
  nChanged 1686
		SP:Iteration 4F (19421.000000 sec): 3 clusters
  Score: Raw -2740066.338890 + Penalty 3275.209243 = -2736791.129647
  nChanged 1640
		SP:Iteration 5F (19421.340000 sec): 3 clusters
  Score: Raw -2741354.414187 + Penalty 3275.209243 = -2738079.204944
  nChanged 1489
		SP:Iteration 6F (19421.710000 sec): 3 clusters
  Score: Raw -2742437.990942 + Penalty 3275.209243 = -2739162.781699
  nChanged 1186
		SP:Iteration 7Q (19422.070000 sec): 3 clusters
  Score: Raw -2743150.204137 + Penalty 3275.209243 = -2739874.994894
  nChanged 878
		SP:Iteration 8Q (19422.420000 sec): 3 clusters
  Score: Raw -2743624.666151 + Penalty 3275.209243 = -2740349.456908
  nChanged 704
		SP:Iteration 9Q (19422.780000 sec): 3 clusters
  Score: Raw -2744059.760557 + Penalty 3275.209243 = -2740784.551314
  nChanged 675
		SP:Iteration 10Q (19423.150000 sec): 3 clusters
  Score: Raw -2744488.374273 + Penalty 3275.209243 = -2741213.165030
  nChanged 643
		SP:Iteration 11Q (19423.470000 sec): 3 clusters
  Score: Raw -2744886.078145 + Penalty 3275.209243 = -2741610.868901
  nChanged 585
		SP:Iteration 12Q (19423.840000 sec): 3 clusters
  Score: Raw -2745184.652650 + Penalty 3275.209243 = -2741909.443407
  nChanged 481
		SP:Iteration 13Q (19424.130000 sec): 3 clusters
  Score: Raw -2745423.628677 + Penalty 3275.209243 = -2742148.419434
  nChanged 404
		SP:Iteration 14Q (19424.480000 sec): 3 clusters
  Score: Raw -2745589.280685 + Penalty 3275.209243 = -2742314.071442
  nChanged 308
		SP:Iteration 15Q (19424.840000 sec): 3 clusters
  Score: Raw -2745704.878502 + Penalty 3275.209243 = -2742429.669259
  nChanged 301
		SP:Iteration 16Q (19425.190000 sec): 3 clusters
  Score: Raw -2745809.155973 + Penalty 3275.209243 = -2742533.946730
  nChanged 242
		SP:Iteration 17Q (19425.580000 sec): 3 clusters
  Score: Raw -2745890.991635 + Penalty 3275.209243 = -2742615.782391
  nChanged 206
		SP:Iteration 18Q (19425.940000 sec): 3 clusters
  Score: Raw -2745950.834392 + Penalty 3275.209243 = -2742675.625149
  nChanged 173
		SP:Iteration 19Q (19426.310000 sec): 3 clusters
  Score: Raw -2746005.466680 + Penalty 3275.209243 = -2742730.257437
  nChanged 147
		SP:Iteration 20F (19426.680000 sec): 3 clusters
  Score: Raw -2746048.903642 + Penalty 3275.209243 = -2742773.694399
  nChanged 138
		SP:Iteration 21Q (19427.100000 sec): 3 clusters
  Score: Raw -2746088.574663 + Penalty 3275.209243 = -2742813.365419
  nChanged 128
		SP:Iteration 22Q (19427.410000 sec): 3 clusters
  Score: Raw -2746119.445807 + Penalty 3275.209243 = -2742844.236564
  nChanged 106
		SP:Iteration 23Q (19427.710000 sec): 3 clusters
  Score: Raw -2746151.593835 + Penalty 3275.209243 = -2742876.384592
  nChanged 117
		SP:Iteration 24Q (19428.050000 sec): 3 clusters
  Score: Raw -2746199.469626 + Penalty 3275.209243 = -2742924.260383
  nChanged 124
		SP:Iteration 25Q (19428.360000 sec): 3 clusters
  Score: Raw -2746298.682369 + Penalty 3275.209243 = -2743023.473126
  nChanged 149
		SP:Iteration 26Q (19428.730000 sec): 3 clusters
  Score: Raw -2746449.622698 + Penalty 3275.209243 = -2743174.413455
  nChanged 154
		SP:Iteration 27Q (19429.060000 sec): 3 clusters
  Score: Raw -2746590.777089 + Penalty 3275.209243 = -2743315.567846
  nChanged 140
		SP:Iteration 28Q (19429.380000 sec): 3 clusters
  Score: Raw -2746665.764052 + Penalty 3275.209243 = -2743390.554809
  nChanged 108
		SP:Iteration 29Q (19429.700000 sec): 3 clusters
  Score: Raw -2746696.691483 + Penalty 3275.209243 = -2743421.482240
  nChanged 68
		SP:Iteration 30Q (19430.070000 sec): 3 clusters
  Score: Raw -2746709.342501 + Penalty 3275.209243 = -2743434.133258
  nChanged 52
		SP:Iteration 31Q (19430.470000 sec): 3 clusters
  Score: Raw -2746717.083318 + Penalty 3275.209243 = -2743441.874074
  nChanged 31
		SP:Iteration 32Q (19430.790000 sec): 3 clusters
  Score: Raw -2746721.786339 + Penalty 3275.209243 = -2743446.577096
  nChanged 13
		SP:Iteration 33Q (19431.120000 sec): 3 clusters
  Score: Raw -2746724.067380 + Penalty 3275.209243 = -2743448.858137
  nChanged 13
		SP:Iteration 34Q (19431.480000 sec): 3 clusters
  Score: Raw -2746725.767323 + Penalty 3275.209243 = -2743450.558080
  nChanged 12
		SP:Iteration 35Q (19431.830000 sec): 3 clusters
  Score: Raw -2746726.537819 + Penalty 3275.209243 = -2743451.328576
  nChanged 6
		SP:Iteration 36Q (19432.140000 sec): 3 clusters
  Score: Raw -2746727.131211 + Penalty 3275.209243 = -2743451.921967
  nChanged 7
		SP:Iteration 37Q (19432.490000 sec): 3 clusters
  Score: Raw -2746728.049247 + Penalty 3275.209243 = -2743452.840004
  nChanged 6
		SP:Iteration 38Q (19432.860000 sec): 3 clusters
  Score: Raw -2746728.534178 + Penalty 3275.209243 = -2743453.324935
  nChanged 5
		SP:Iteration 39Q (19433.180000 sec): 3 clusters
  Score: Raw -2746728.932820 + Penalty 3275.209243 = -2743453.723576
  nChanged 2
		SP:Iteration 40F (19433.530000 sec): 3 clusters
  Score: Raw -2746729.016174 + Penalty 3275.209243 = -2743453.806931
  nChanged 1
		SP:Iteration 41Q (19433.810000 sec): 3 clusters
  Score: Raw -2746729.385725 + Penalty 3275.209243 = -2743454.176481
  nChanged 5
		SP:Iteration 42Q (19434.140000 sec): 3 clusters
  Score: Raw -2746729.890736 + Penalty 3275.209243 = -2743454.681493
  nChanged 4
		SP:Iteration 43Q (19434.440000 sec): 3 clusters
  Score: Raw -2746730.318784 + Penalty 3275.209243 = -2743455.109541
  nChanged 5
		SP:Iteration 44Q (19434.830000 sec): 3 clusters
  Score: Raw -2746730.788836 + Penalty 3275.209243 = -2743455.579593
  nChanged 3
		SP:Iteration 45Q (19435.150000 sec): 3 clusters
  Score: Raw -2746731.020867 + Penalty 3275.209243 = -2743455.811624
  nChanged 2
		SP:Iteration 46Q (19435.500000 sec): 3 clusters
  Score: Raw -2746731.312898 + Penalty 3275.209243 = -2743456.103654
  nChanged 9
		SP:Iteration 47Q (19435.810000 sec): 3 clusters
  Score: Raw -2746732.012080 + Penalty 3275.209243 = -2743456.802837
  nChanged 4
		SP:Iteration 48Q (19436.190000 sec): 3 clusters
  Score: Raw -2746732.331490 + Penalty 3275.209243 = -2743457.122247
  nChanged 3
		SP:Iteration 49Q (19436.460000 sec): 3 clusters
  Score: Raw -2746732.539467 + Penalty 3275.209243 = -2743457.330224
  nChanged 2
		SP:Iteration 50Q (19436.810000 sec): 3 clusters
  Score: Raw -2746732.943819 + Penalty 3275.209243 = -2743457.734575
  nChanged 3
		SP:Iteration 51Q (19437.210000 sec): 3 clusters
  Score: Raw -2746733.382003 + Penalty 3275.209243 = -2743458.172760
  nChanged 2
		SP:Iteration 52Q (19437.520000 sec): 3 clusters
  Score: Raw -2746733.658629 + Penalty 3275.209243 = -2743458.449385
  nChanged 3
		SP:Iteration 53Q (19437.850000 sec): 3 clusters
  Score: Raw -2746733.864841 + Penalty 3275.209243 = -2743458.655597
  nChanged 0
		SP:Iteration 54F (19438.300000 sec): 3 clusters
  Score: Raw -2746733.864841 + Penalty 3275.209243 = -2743458.655597
  nChanged 0
  Score: Raw -118977145.447828 + Penalty 220535.950627 = -118756609.497201

Splitting cluster 62 changes total score from -118740337.556007 to -118756609.497201

 So it's getting split into cluster 98.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 63 (21524 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19661.160000 sec): 2 clusters
  Score: Raw -2544850.083410 + Penalty 1621.250129 = -2543228.833281
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19661.420000 sec): 3 clusters
  Score: Raw -2531899.101411 + Penalty 3242.500258 = -2528656.601153
  nChanged 9717
		SP:Iteration 1F (19661.700000 sec): 3 clusters
  Score: Raw -2537401.436060 + Penalty 3242.500258 = -2534158.935802
  nChanged 1460
		SP:Iteration 2F (19661.980000 sec): 3 clusters
  Score: Raw -2538174.705064 + Penalty 3242.500258 = -2534932.204806
  nChanged 1476
		SP:Iteration 3F (19662.270000 sec): 3 clusters
  Score: Raw -2539032.965019 + Penalty 3242.500258 = -2535790.464761
  nChanged 1463
		SP:Iteration 4F (19662.500000 sec): 3 clusters
  Score: Raw -2539880.483255 + Penalty 3242.500258 = -2536637.982997
  nChanged 1358
		SP:Iteration 5F (19662.810000 sec): 3 clusters
  Score: Raw -2540681.362398 + Penalty 3242.500258 = -2537438.862140
  nChanged 1223
		SP:Iteration 6F (19663.110000 sec): 3 clusters
  Score: Raw -2541335.996129 + Penalty 3242.500258 = -2538093.495871
  nChanged 1060
		SP:Iteration 7Q (19663.380000 sec): 3 clusters
  Score: Raw -2541880.558371 + Penalty 3242.500258 = -2538638.058113
  nChanged 937
		SP:Iteration 8Q (19663.640000 sec): 3 clusters
  Score: Raw -2542330.806950 + Penalty 3242.500258 = -2539088.306692
  nChanged 832
		SP:Iteration 9Q (19663.920000 sec): 3 clusters
  Score: Raw -2542705.986580 + Penalty 3242.500258 = -2539463.486323
  nChanged 713
		SP:Iteration 10Q (19664.260000 sec): 3 clusters
  Score: Raw -2543033.136223 + Penalty 3242.500258 = -2539790.635965
  nChanged 631
		SP:Iteration 11Q (19664.520000 sec): 3 clusters
  Score: Raw -2543310.182182 + Penalty 3242.500258 = -2540067.681924
  nChanged 581
		SP:Iteration 12Q (19664.770000 sec): 3 clusters
  Score: Raw -2543569.090308 + Penalty 3242.500258 = -2540326.590050
  nChanged 536
		SP:Iteration 13Q (19664.960000 sec): 3 clusters
  Score: Raw -2543811.908788 + Penalty 3242.500258 = -2540569.408530
  nChanged 531
		SP:Iteration 14Q (19665.220000 sec): 3 clusters
  Score: Raw -2544063.492395 + Penalty 3242.500258 = -2540820.992137
  nChanged 463
		SP:Iteration 15Q (19665.480000 sec): 3 clusters
  Score: Raw -2544285.736305 + Penalty 3242.500258 = -2541043.236047
  nChanged 410
		SP:Iteration 16Q (19665.700000 sec): 3 clusters
  Score: Raw -2544494.463220 + Penalty 3242.500258 = -2541251.962962
  nChanged 403
		SP:Iteration 17Q (19665.950000 sec): 3 clusters
  Score: Raw -2544708.544522 + Penalty 3242.500258 = -2541466.044264
  nChanged 356
		SP:Iteration 18Q (19666.220000 sec): 3 clusters
  Score: Raw -2544899.403358 + Penalty 3242.500258 = -2541656.903100
  nChanged 296
		SP:Iteration 19Q (19666.410000 sec): 3 clusters
  Score: Raw -2545068.434167 + Penalty 3242.500258 = -2541825.933909
  nChanged 225
		SP:Iteration 20F (19666.710000 sec): 3 clusters
  Score: Raw -2545189.868604 + Penalty 3242.500258 = -2541947.368346
  nChanged 177
		SP:Iteration 21Q (19666.850000 sec): 3 clusters
  Score: Raw -2545288.670105 + Penalty 3242.500258 = -2542046.169847
  nChanged 146
		SP:Iteration 22Q (19667.050000 sec): 3 clusters
  Score: Raw -2545368.757584 + Penalty 3242.500258 = -2542126.257326
  nChanged 129
		SP:Iteration 23Q (19667.240000 sec): 3 clusters
  Score: Raw -2545443.166817 + Penalty 3242.500258 = -2542200.666559
  nChanged 122
		SP:Iteration 24Q (19667.450000 sec): 3 clusters
  Score: Raw -2545521.898558 + Penalty 3242.500258 = -2542279.398300
  nChanged 107
		SP:Iteration 25Q (19667.740000 sec): 3 clusters
  Score: Raw -2545607.295749 + Penalty 3242.500258 = -2542364.795491
  nChanged 125
		SP:Iteration 26Q (19667.980000 sec): 3 clusters
  Score: Raw -2545714.350213 + Penalty 3242.500258 = -2542471.849955
  nChanged 114
		SP:Iteration 27Q (19668.250000 sec): 3 clusters
  Score: Raw -2545819.191032 + Penalty 3242.500258 = -2542576.690774
  nChanged 88
		SP:Iteration 28Q (19668.540000 sec): 3 clusters
  Score: Raw -2545894.000065 + Penalty 3242.500258 = -2542651.499807
  nChanged 82
		SP:Iteration 29Q (19668.760000 sec): 3 clusters
  Score: Raw -2545930.480973 + Penalty 3242.500258 = -2542687.980715
  nChanged 50
		SP:Iteration 30Q (19669.060000 sec): 3 clusters
  Score: Raw -2545950.399686 + Penalty 3242.500258 = -2542707.899428
  nChanged 29
		SP:Iteration 31Q (19669.240000 sec): 3 clusters
  Score: Raw -2545962.657359 + Penalty 3242.500258 = -2542720.157101
  nChanged 26
		SP:Iteration 32Q (19669.460000 sec): 3 clusters
  Score: Raw -2545973.261767 + Penalty 3242.500258 = -2542730.761509
  nChanged 24
		SP:Iteration 33Q (19669.710000 sec): 3 clusters
  Score: Raw -2545984.173878 + Penalty 3242.500258 = -2542741.673620
  nChanged 21
		SP:Iteration 34Q (19669.970000 sec): 3 clusters
  Score: Raw -2545993.314994 + Penalty 3242.500258 = -2542750.814736
  nChanged 22
		SP:Iteration 35Q (19670.210000 sec): 3 clusters
  Score: Raw -2546003.297942 + Penalty 3242.500258 = -2542760.797684
  nChanged 22
		SP:Iteration 36Q (19670.470000 sec): 3 clusters
  Score: Raw -2546012.541655 + Penalty 3242.500258 = -2542770.041397
  nChanged 13
		SP:Iteration 37Q (19670.700000 sec): 3 clusters
  Score: Raw -2546017.547385 + Penalty 3242.500258 = -2542775.047127
  nChanged 11
		SP:Iteration 38Q (19670.930000 sec): 3 clusters
  Score: Raw -2546021.978334 + Penalty 3242.500258 = -2542779.478076
  nChanged 7
		SP:Iteration 39Q (19671.150000 sec): 3 clusters
  Score: Raw -2546025.203557 + Penalty 3242.500258 = -2542782.703299
  nChanged 12
		SP:Iteration 40F (19671.450000 sec): 3 clusters
  Score: Raw -2546030.711124 + Penalty 3242.500258 = -2542788.210866
  nChanged 16
		SP:Iteration 41Q (19671.740000 sec): 3 clusters
  Score: Raw -2546036.919116 + Penalty 3242.500258 = -2542794.418858
  nChanged 10
		SP:Iteration 42Q (19672.020000 sec): 3 clusters
  Score: Raw -2546041.074082 + Penalty 3242.500258 = -2542798.573824
  nChanged 12
		SP:Iteration 43Q (19672.310000 sec): 3 clusters
  Score: Raw -2546045.591357 + Penalty 3242.500258 = -2542803.091099
  nChanged 7
		SP:Iteration 44Q (19672.560000 sec): 3 clusters
  Score: Raw -2546048.155522 + Penalty 3242.500258 = -2542805.655264
  nChanged 3
		SP:Iteration 45Q (19672.860000 sec): 3 clusters
  Score: Raw -2546048.516103 + Penalty 3242.500258 = -2542806.015845
  nChanged 2
		SP:Iteration 46Q (19673.130000 sec): 3 clusters
  Score: Raw -2546048.900500 + Penalty 3242.500258 = -2542806.400242
  nChanged 2
		SP:Iteration 47Q (19673.330000 sec): 3 clusters
  Score: Raw -2546049.288933 + Penalty 3242.500258 = -2542806.788675
  nChanged 3
		SP:Iteration 48Q (19673.630000 sec): 3 clusters
  Score: Raw -2546050.499757 + Penalty 3242.500258 = -2542807.999499
  nChanged 4
		SP:Iteration 49Q (19673.890000 sec): 3 clusters
  Score: Raw -2546051.852676 + Penalty 3242.500258 = -2542809.352418
  nChanged 5
		SP:Iteration 50Q (19674.160000 sec): 3 clusters
  Score: Raw -2546053.364048 + Penalty 3242.500258 = -2542810.863791
  nChanged 3
		SP:Iteration 51Q (19674.380000 sec): 3 clusters
  Score: Raw -2546054.325902 + Penalty 3242.500258 = -2542811.825644
  nChanged 5
		SP:Iteration 52Q (19674.600000 sec): 3 clusters
  Score: Raw -2546056.255372 + Penalty 3242.500258 = -2542813.755114
  nChanged 8
		SP:Iteration 53Q (19674.900000 sec): 3 clusters
  Score: Raw -2546058.506328 + Penalty 3242.500258 = -2542816.006070
  nChanged 4
		SP:Iteration 54Q (19675.150000 sec): 3 clusters
  Score: Raw -2546059.341379 + Penalty 3242.500258 = -2542816.841121
  nChanged 2
		SP:Iteration 55Q (19675.380000 sec): 3 clusters
  Score: Raw -2546059.609977 + Penalty 3242.500258 = -2542817.109719
  nChanged 2
		SP:Iteration 56Q (19675.660000 sec): 3 clusters
  Score: Raw -2546060.131075 + Penalty 3242.500258 = -2542817.630817
  nChanged 0
		SP:Iteration 57F (19675.950000 sec): 3 clusters
  Score: Raw -2546060.131075 + Penalty 3242.500258 = -2542817.630817
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 64 (694 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19676.020000 sec): 2 clusters
  Score: Raw -81385.163034 + Penalty 1063.151694 = -80322.011340
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19676.040000 sec): 3 clusters
  Score: Raw -81238.956779 + Penalty 2126.303387 = -79112.653392
  nChanged 205
		SP:Iteration 1F (19676.050000 sec): 3 clusters
  Score: Raw -81470.580045 + Penalty 2126.303387 = -79344.276657
  nChanged 34
		SP:Iteration 2Q (19676.060000 sec): 3 clusters
  Score: Raw -81516.990494 + Penalty 2126.303387 = -79390.687107
  nChanged 13
		SP:Iteration 3Q (19676.080000 sec): 3 clusters
  Score: Raw -81537.322293 + Penalty 2126.303387 = -79411.018906
  nChanged 8
		SP:Iteration 4Q (19676.090000 sec): 3 clusters
  Score: Raw -81547.454209 + Penalty 2126.303387 = -79421.150822
  nChanged 6
		SP:Iteration 5Q (19676.100000 sec): 3 clusters
  Score: Raw -81555.103932 + Penalty 2126.303387 = -79428.800545
  nChanged 8
		SP:Iteration 6Q (19676.120000 sec): 3 clusters
  Score: Raw -81566.263762 + Penalty 2126.303387 = -79439.960375
  nChanged 9
		SP:Iteration 7Q (19676.130000 sec): 3 clusters
  Score: Raw -81578.057662 + Penalty 2126.303387 = -79451.754275
  nChanged 6
		SP:Iteration 8Q (19676.150000 sec): 3 clusters
  Score: Raw -81587.295869 + Penalty 2126.303387 = -79460.992482
  nChanged 3
		SP:Iteration 9Q (19676.160000 sec): 3 clusters
  Score: Raw -81590.260698 + Penalty 2126.303387 = -79463.957311
  nChanged 3
		SP:Iteration 10Q (19676.270000 sec): 3 clusters
  Score: Raw -81592.816493 + Penalty 2126.303387 = -79466.513105
  nChanged 1
		SP:Iteration 11Q (19676.400000 sec): 3 clusters
  Score: Raw -81593.631984 + Penalty 2126.303387 = -79467.328597
  nChanged 1
		SP:Iteration 12Q (19676.550000 sec): 3 clusters
  Score: Raw -81594.709355 + Penalty 2126.303387 = -79468.405967
  nChanged 0
		SP:Iteration 13F (19676.700000 sec): 3 clusters
  Score: Raw -81594.709355 + Penalty 2126.303387 = -79468.405967
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 65 (10028 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19676.840000 sec): 2 clusters
  Score: Raw -1165048.438601 + Penalty 1497.134675 = -1163551.303926
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19677.070000 sec): 3 clusters
  Score: Raw -1159409.021255 + Penalty 2994.269349 = -1156414.751905
  nChanged 4366
		SP:Iteration 1F (19677.290000 sec): 3 clusters
  Score: Raw -1161833.989531 + Penalty 2994.269349 = -1158839.720182
  nChanged 797
		SP:Iteration 2F (19677.510000 sec): 3 clusters
  Score: Raw -1162609.997718 + Penalty 2994.269349 = -1159615.728369
  nChanged 954
		SP:Iteration 3F (19677.740000 sec): 3 clusters
  Score: Raw -1163820.730542 + Penalty 2994.269349 = -1160826.461193
  nChanged 1100
		SP:Iteration 4F (19677.950000 sec): 3 clusters
  Score: Raw -1165289.456625 + Penalty 2994.269349 = -1162295.187275
  nChanged 951
		SP:Iteration 5F (19678.240000 sec): 3 clusters
  Score: Raw -1166334.898171 + Penalty 2994.269349 = -1163340.628822
  nChanged 645
		SP:Iteration 6F (19678.450000 sec): 3 clusters
  Score: Raw -1166911.555793 + Penalty 2994.269349 = -1163917.286444
  nChanged 400
		SP:Iteration 7Q (19678.690000 sec): 3 clusters
  Score: Raw -1167207.895032 + Penalty 2994.269349 = -1164213.625682
  nChanged 256
		SP:Iteration 8Q (19678.930000 sec): 3 clusters
  Score: Raw -1167426.238203 + Penalty 2994.269349 = -1164431.968854
  nChanged 210
		SP:Iteration 9Q (19679.160000 sec): 3 clusters
  Score: Raw -1167609.650626 + Penalty 2994.269349 = -1164615.381277
  nChanged 160
		SP:Iteration 10Q (19679.410000 sec): 3 clusters
  Score: Raw -1167699.310414 + Penalty 2994.269349 = -1164705.041065
  nChanged 110
		SP:Iteration 11Q (19679.590000 sec): 3 clusters
  Score: Raw -1167740.249258 + Penalty 2994.269349 = -1164745.979908
  nChanged 80
		SP:Iteration 12Q (19679.840000 sec): 3 clusters
  Score: Raw -1167767.252992 + Penalty 2994.269349 = -1164772.983643
  nChanged 59
		SP:Iteration 13Q (19680.060000 sec): 3 clusters
  Score: Raw -1167790.016552 + Penalty 2994.269349 = -1164795.747202
  nChanged 45
		SP:Iteration 14Q (19680.320000 sec): 3 clusters
  Score: Raw -1167806.520133 + Penalty 2994.269349 = -1164812.250784
  nChanged 38
		SP:Iteration 15Q (19680.560000 sec): 3 clusters
  Score: Raw -1167820.084484 + Penalty 2994.269349 = -1164825.815135
  nChanged 29
		SP:Iteration 16Q (19680.760000 sec): 3 clusters
  Score: Raw -1167830.093801 + Penalty 2994.269349 = -1164835.824452
  nChanged 24
		SP:Iteration 17Q (19680.910000 sec): 3 clusters
  Score: Raw -1167837.114666 + Penalty 2994.269349 = -1164842.845316
  nChanged 13
		SP:Iteration 18Q (19681.200000 sec): 3 clusters
  Score: Raw -1167840.900993 + Penalty 2994.269349 = -1164846.631644
  nChanged 14
		SP:Iteration 19Q (19681.360000 sec): 3 clusters
  Score: Raw -1167844.073771 + Penalty 2994.269349 = -1164849.804422
  nChanged 12
		SP:Iteration 20F (19681.620000 sec): 3 clusters
  Score: Raw -1167846.496799 + Penalty 2994.269349 = -1164852.227449
  nChanged 12
		SP:Iteration 21Q (19681.860000 sec): 3 clusters
  Score: Raw -1167850.061570 + Penalty 2994.269349 = -1164855.792221
  nChanged 12
		SP:Iteration 22Q (19682.120000 sec): 3 clusters
  Score: Raw -1167853.381726 + Penalty 2994.269349 = -1164859.112377
  nChanged 11
		SP:Iteration 23Q (19682.280000 sec): 3 clusters
  Score: Raw -1167855.595223 + Penalty 2994.269349 = -1164861.325874
  nChanged 6
		SP:Iteration 24Q (19682.480000 sec): 3 clusters
  Score: Raw -1167856.677803 + Penalty 2994.269349 = -1164862.408453
  nChanged 3
		SP:Iteration 25Q (19682.740000 sec): 3 clusters
  Score: Raw -1167857.160511 + Penalty 2994.269349 = -1164862.891162
  nChanged 1
		SP:Iteration 26Q (19682.980000 sec): 3 clusters
  Score: Raw -1167857.252765 + Penalty 2994.269349 = -1164862.983416
  nChanged 1
		SP:Iteration 27Q (19683.170000 sec): 3 clusters
  Score: Raw -1167857.533879 + Penalty 2994.269349 = -1164863.264530
  nChanged 1
		SP:Iteration 28Q (19683.390000 sec): 3 clusters
  Score: Raw -1167857.601598 + Penalty 2994.269349 = -1164863.332249
  nChanged 0
		SP:Iteration 29F (19683.640000 sec): 3 clusters
  Score: Raw -1167857.601598 + Penalty 2994.269349 = -1164863.332249
  nChanged 0
  Score: Raw -118979954.610826 + Penalty 222786.317470 = -118757168.293355

Splitting cluster 65 changes total score from -118740337.556007 to -118757168.293355

 So it's getting split into cluster 99.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 66 (31383 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19911.570000 sec): 2 clusters
  Score: Raw -3931476.210479 + Penalty 1682.528514 = -3929793.681965
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19911.900000 sec): 3 clusters
  Score: Raw -3912039.111110 + Penalty 3365.057028 = -3908674.054082
  nChanged 14569
		SP:Iteration 1F (19912.260000 sec): 3 clusters
  Score: Raw -3920197.118742 + Penalty 3365.057028 = -3916832.061715
  nChanged 1582
		SP:Iteration 2F (19912.620000 sec): 3 clusters
  Score: Raw -3920786.438651 + Penalty 3365.057028 = -3917421.381623
  nChanged 1537
		SP:Iteration 3Q (19913.000000 sec): 3 clusters
  Score: Raw -3921380.073024 + Penalty 3365.057028 = -3918015.015996
  nChanged 1479
		SP:Iteration 4Q (19913.350000 sec): 3 clusters
  Score: Raw -3921947.634138 + Penalty 3365.057028 = -3918582.577110
  nChanged 1403
		SP:Iteration 5Q (19913.700000 sec): 3 clusters
  Score: Raw -3922498.224361 + Penalty 3365.057028 = -3919133.167333
  nChanged 1470
		SP:Iteration 6Q (19914.040000 sec): 3 clusters
  Score: Raw -3923117.423690 + Penalty 3365.057028 = -3919752.366662
  nChanged 1530
		SP:Iteration 7Q (19914.380000 sec): 3 clusters
  Score: Raw -3923803.292360 + Penalty 3365.057028 = -3920438.235332
  nChanged 1545
		SP:Iteration 8Q (19914.730000 sec): 3 clusters
  Score: Raw -3924443.234152 + Penalty 3365.057028 = -3921078.177124
  nChanged 1383
		SP:Iteration 9Q (19915.060000 sec): 3 clusters
  Score: Raw -3924979.158393 + Penalty 3365.057028 = -3921614.101366
  nChanged 1232
		SP:Iteration 10Q (19915.420000 sec): 3 clusters
  Score: Raw -3925406.945797 + Penalty 3365.057028 = -3922041.888769
  nChanged 1019
		SP:Iteration 11Q (19915.790000 sec): 3 clusters
  Score: Raw -3925699.757958 + Penalty 3365.057028 = -3922334.700930
  nChanged 840
		SP:Iteration 12Q (19916.150000 sec): 3 clusters
  Score: Raw -3925921.340879 + Penalty 3365.057028 = -3922556.283851
  nChanged 732
		SP:Iteration 13Q (19916.490000 sec): 3 clusters
  Score: Raw -3926094.873962 + Penalty 3365.057028 = -3922729.816934
  nChanged 660
		SP:Iteration 14Q (19916.850000 sec): 3 clusters
  Score: Raw -3926241.593641 + Penalty 3365.057028 = -3922876.536613
  nChanged 524
		SP:Iteration 15Q (19917.170000 sec): 3 clusters
  Score: Raw -3926348.837857 + Penalty 3365.057028 = -3922983.780829
  nChanged 445
		SP:Iteration 16Q (19917.470000 sec): 3 clusters
  Score: Raw -3926453.767761 + Penalty 3365.057028 = -3923088.710733
  nChanged 452
		SP:Iteration 17Q (19917.880000 sec): 3 clusters
  Score: Raw -3926566.596040 + Penalty 3365.057028 = -3923201.539012
  nChanged 470
		SP:Iteration 18Q (19918.230000 sec): 3 clusters
  Score: Raw -3926686.214699 + Penalty 3365.057028 = -3923321.157671
  nChanged 474
		SP:Iteration 19Q (19918.570000 sec): 3 clusters
  Score: Raw -3926819.650134 + Penalty 3365.057028 = -3923454.593106
  nChanged 497
		SP:Iteration 20F (19918.930000 sec): 3 clusters
  Score: Raw -3926965.723374 + Penalty 3365.057028 = -3923600.666347
  nChanged 537
		SP:Iteration 21Q (19919.320000 sec): 3 clusters
  Score: Raw -3927141.430729 + Penalty 3365.057028 = -3923776.373701
  nChanged 601
		SP:Iteration 22Q (19919.690000 sec): 3 clusters
  Score: Raw -3927370.498044 + Penalty 3365.057028 = -3924005.441016
  nChanged 677
		SP:Iteration 23Q (19920.080000 sec): 3 clusters
  Score: Raw -3927646.014843 + Penalty 3365.057028 = -3924280.957815
  nChanged 707
		SP:Iteration 24Q (19920.430000 sec): 3 clusters
  Score: Raw -3927969.747642 + Penalty 3365.057028 = -3924604.690614
  nChanged 755
		SP:Iteration 25Q (19920.750000 sec): 3 clusters
  Score: Raw -3928312.501612 + Penalty 3365.057028 = -3924947.444584
  nChanged 745
		SP:Iteration 26Q (19921.060000 sec): 3 clusters
  Score: Raw -3928674.861440 + Penalty 3365.057028 = -3925309.804412
  nChanged 752
		SP:Iteration 27Q (19921.400000 sec): 3 clusters
  Score: Raw -3929073.079698 + Penalty 3365.057028 = -3925708.022671
  nChanged 717
		SP:Iteration 28Q (19921.780000 sec): 3 clusters
  Score: Raw -3929470.033003 + Penalty 3365.057028 = -3926104.975975
  nChanged 663
		SP:Iteration 29Q (19922.170000 sec): 3 clusters
  Score: Raw -3929864.621139 + Penalty 3365.057028 = -3926499.564111
  nChanged 576
		SP:Iteration 30Q (19922.490000 sec): 3 clusters
  Score: Raw -3930199.648246 + Penalty 3365.057028 = -3926834.591218
  nChanged 479
		SP:Iteration 31Q (19922.830000 sec): 3 clusters
  Score: Raw -3930475.226197 + Penalty 3365.057028 = -3927110.169169
  nChanged 435
		SP:Iteration 32Q (19923.180000 sec): 3 clusters
  Score: Raw -3930732.300790 + Penalty 3365.057028 = -3927367.243762
  nChanged 373
		SP:Iteration 33Q (19923.570000 sec): 3 clusters
  Score: Raw -3930940.143074 + Penalty 3365.057028 = -3927575.086046
  nChanged 300
		SP:Iteration 34Q (19923.860000 sec): 3 clusters
  Score: Raw -3931102.435887 + Penalty 3365.057028 = -3927737.378859
  nChanged 235
		SP:Iteration 35Q (19924.220000 sec): 3 clusters
  Score: Raw -3931230.030841 + Penalty 3365.057028 = -3927864.973813
  nChanged 193
		SP:Iteration 36Q (19924.540000 sec): 3 clusters
  Score: Raw -3931332.641911 + Penalty 3365.057028 = -3927967.584883
  nChanged 154
		SP:Iteration 37Q (19924.910000 sec): 3 clusters
  Score: Raw -3931401.618894 + Penalty 3365.057028 = -3928036.561866
  nChanged 127
		SP:Iteration 38Q (19925.160000 sec): 3 clusters
  Score: Raw -3931458.521983 + Penalty 3365.057028 = -3928093.464955
  nChanged 102
		SP:Iteration 39Q (19925.520000 sec): 3 clusters
  Score: Raw -3931502.624089 + Penalty 3365.057028 = -3928137.567061
  nChanged 90
		SP:Iteration 40F (19925.820000 sec): 3 clusters
  Score: Raw -3931546.599545 + Penalty 3365.057028 = -3928181.542517
  nChanged 67
		SP:Iteration 41Q (19926.060000 sec): 3 clusters
  Score: Raw -3931580.581395 + Penalty 3365.057028 = -3928215.524367
  nChanged 57
		SP:Iteration 42Q (19926.370000 sec): 3 clusters
  Score: Raw -3931602.445056 + Penalty 3365.057028 = -3928237.388028
  nChanged 47
		SP:Iteration 43Q (19926.680000 sec): 3 clusters
  Score: Raw -3931624.298837 + Penalty 3365.057028 = -3928259.241809
  nChanged 48
		SP:Iteration 44Q (19926.990000 sec): 3 clusters
  Score: Raw -3931646.628807 + Penalty 3365.057028 = -3928281.571779
  nChanged 45
		SP:Iteration 45Q (19927.310000 sec): 3 clusters
  Score: Raw -3931667.608482 + Penalty 3365.057028 = -3928302.551454
  nChanged 36
		SP:Iteration 46Q (19927.570000 sec): 3 clusters
  Score: Raw -3931682.389290 + Penalty 3365.057028 = -3928317.332263
  nChanged 27
		SP:Iteration 47Q (19927.900000 sec): 3 clusters
  Score: Raw -3931695.664797 + Penalty 3365.057028 = -3928330.607770
  nChanged 27
		SP:Iteration 48Q (19928.210000 sec): 3 clusters
  Score: Raw -3931709.759628 + Penalty 3365.057028 = -3928344.702600
  nChanged 27
		SP:Iteration 49Q (19928.460000 sec): 3 clusters
  Score: Raw -3931722.357596 + Penalty 3365.057028 = -3928357.300569
  nChanged 26
		SP:Iteration 50Q (19928.710000 sec): 3 clusters
  Score: Raw -3931731.767066 + Penalty 3365.057028 = -3928366.710038
  nChanged 17
		SP:Iteration 51Q (19928.960000 sec): 3 clusters
  Score: Raw -3931739.237321 + Penalty 3365.057028 = -3928374.180293
  nChanged 9
		SP:Iteration 52Q (19929.220000 sec): 3 clusters
  Score: Raw -3931743.500191 + Penalty 3365.057028 = -3928378.443163
  nChanged 6
		SP:Iteration 53Q (19929.550000 sec): 3 clusters
  Score: Raw -3931746.027446 + Penalty 3365.057028 = -3928380.970419
  nChanged 9
		SP:Iteration 54Q (19929.800000 sec): 3 clusters
  Score: Raw -3931749.721166 + Penalty 3365.057028 = -3928384.664138
  nChanged 8
		SP:Iteration 55Q (19930.050000 sec): 3 clusters
  Score: Raw -3931752.809560 + Penalty 3365.057028 = -3928387.752533
  nChanged 10
		SP:Iteration 56Q (19930.400000 sec): 3 clusters
  Score: Raw -3931756.986403 + Penalty 3365.057028 = -3928391.929375
  nChanged 9
		SP:Iteration 57Q (19930.660000 sec): 3 clusters
  Score: Raw -3931760.542310 + Penalty 3365.057028 = -3928395.485283
  nChanged 5
		SP:Iteration 58Q (19931.010000 sec): 3 clusters
  Score: Raw -3931762.855717 + Penalty 3365.057028 = -3928397.798689
  nChanged 5
		SP:Iteration 59Q (19931.290000 sec): 3 clusters
  Score: Raw -3931764.665639 + Penalty 3365.057028 = -3928399.608611
  nChanged 2
		SP:Iteration 60F (19931.640000 sec): 3 clusters
  Score: Raw -3931765.229939 + Penalty 3365.057028 = -3928400.172911
  nChanged 1
		SP:Iteration 61Q (19931.970000 sec): 3 clusters
  Score: Raw -3931765.973005 + Penalty 3365.057028 = -3928400.915977
  nChanged 3
		SP:Iteration 62Q (19932.280000 sec): 3 clusters
  Score: Raw -3931767.265358 + Penalty 3365.057028 = -3928402.208330
  nChanged 1
		SP:Iteration 63Q (19932.610000 sec): 3 clusters
  Score: Raw -3931767.720080 + Penalty 3365.057028 = -3928402.663052
  nChanged 0
		SP:Iteration 64F (19932.890000 sec): 3 clusters
  Score: Raw -3931767.720080 + Penalty 3365.057028 = -3928402.663052
  nChanged 0
Iteration 99Q (20139.950000 sec): 100 clusters
  Score: Raw -118995130.148937 + Penalty 222786.317470 = -118772343.831467
  nChanged 22985
Iteration 100F (20398.510000 sec): 100 clusters
  Score: Raw -119009863.986236 + Penalty 222786.317470 = -118787077.668766
  nChanged 17938
Iteration 101Q (20548.240000 sec): 100 clusters
  Score: Raw -119016788.202150 + Penalty 222786.317470 = -118794001.884679
  nChanged 10700
Iteration 102Q (20694.540000 sec): 100 clusters
  Score: Raw -119020215.076101 + Penalty 222786.317470 = -118797428.758630
  nChanged 7798
Iteration 103Q (20851.650000 sec): 100 clusters
  Score: Raw -119022365.829783 + Penalty 222786.317470 = -118799579.512313
  nChanged 6192
Iteration 104Q (21015.670000 sec): 100 clusters
  Score: Raw -119023922.856497 + Penalty 222786.317470 = -118801136.539027
  nChanged 5152
Iteration 105Q (21187.810000 sec): 100 clusters
  Score: Raw -119025108.774311 + Penalty 222786.317470 = -118802322.456840
  nChanged 4449
Iteration 106Q (21362.190000 sec): 100 clusters
  Score: Raw -119026097.946273 + Penalty 222786.317470 = -118803311.628803
  nChanged 3954
Iteration 107Q (21537.540000 sec): 100 clusters
  Score: Raw -119026921.752630 + Penalty 222786.317470 = -118804135.435160
  nChanged 3621
Iteration 108Q (21711.560000 sec): 100 clusters
  Score: Raw -119027634.720030 + Penalty 222786.317470 = -118804848.402560
  nChanged 3304
Iteration 109Q (21884.600000 sec): 100 clusters
  Score: Raw -119028247.527717 + Penalty 222786.317470 = -118805461.210247
  nChanged 2991
Iteration 110Q (22044.410000 sec): 100 clusters
  Score: Raw -119028758.503122 + Penalty 222786.317470 = -118805972.185652
  nChanged 2694
Iteration 111Q (22215.830000 sec): 100 clusters
  Score: Raw -119029239.551007 + Penalty 222786.317470 = -118806453.233537
  nChanged 2523
Iteration 112Q (22386.330000 sec): 100 clusters
  Score: Raw -119029654.366642 + Penalty 222786.317470 = -118806868.049172
  nChanged 2266
Iteration 113Q (22561.280000 sec): 100 clusters
  Score: Raw -119030026.615128 + Penalty 222786.317470 = -118807240.297658
  nChanged 2105
Iteration 114Q (22719.600000 sec): 100 clusters
  Score: Raw -119030343.846134 + Penalty 222786.317470 = -118807557.528664
  nChanged 1955
Iteration 115Q (22874.890000 sec): 100 clusters
  Score: Raw -119030601.740425 + Penalty 222786.317470 = -118807815.422954
  nChanged 1804
Iteration 116Q (23030.450000 sec): 100 clusters
  Score: Raw -119030862.229435 + Penalty 222786.317470 = -118808075.911965
  nChanged 1635
Iteration 117Q (23217.800000 sec): 100 clusters
  Score: Raw -119031117.490861 + Penalty 222786.317470 = -118808331.173391
  nChanged 1680
Iteration 118Q (23420.950000 sec): 100 clusters
  Score: Raw -119031368.601986 + Penalty 222786.317470 = -118808582.284516
  nChanged 1550
Iteration 119Q (23608.080000 sec): 100 clusters
  Score: Raw -119031600.709700 + Penalty 222786.317470 = -118808814.392230
  nChanged 1523
Iteration 120F (23851.490000 sec): 100 clusters
  Score: Raw -119032347.143688 + Penalty 222786.317470 = -118809560.826217
  nChanged 1629
Iteration 121Q (23997.510000 sec): 100 clusters
  Score: Raw -119033192.832586 + Penalty 222786.317470 = -118810406.515115
  nChanged 1810
Iteration 122Q (24173.160000 sec): 100 clusters
  Score: Raw -119033794.463563 + Penalty 222786.317470 = -118811008.146093
  nChanged 1895
Iteration 123Q (24423.660000 sec): 100 clusters
  Score: Raw -119034397.446265 + Penalty 222786.317470 = -118811611.128795
  nChanged 1941
Iteration 124Q (24673.500000 sec): 100 clusters
  Score: Raw -119035019.489376 + Penalty 222786.317470 = -118812233.171905
  nChanged 1850
Iteration 125Q (24923.970000 sec): 100 clusters
  Score: Raw -119035468.117842 + Penalty 222786.317470 = -118812681.800372
  nChanged 1681
Iteration 126Q (25174.390000 sec): 100 clusters
  Score: Raw -119035797.184780 + Penalty 222786.317470 = -118813010.867310
  nChanged 1586
Iteration 127Q (25424.860000 sec): 100 clusters
  Score: Raw -119036042.314372 + Penalty 222786.317470 = -118813255.996902
  nChanged 1487
Iteration 128Q (25674.070000 sec): 100 clusters
  Score: Raw -119036261.038306 + Penalty 222786.317470 = -118813474.720835
  nChanged 1349
Iteration 129Q (25924.330000 sec): 100 clusters
  Score: Raw -119036457.094797 + Penalty 222786.317470 = -118813670.777326
  nChanged 1327
Iteration 130Q (26174.840000 sec): 100 clusters
  Score: Raw -119036632.650227 + Penalty 222786.317470 = -118813846.332757
  nChanged 1205
Iteration 131Q (26425.280000 sec): 100 clusters
  Score: Raw -119036805.325286 + Penalty 222786.317470 = -118814019.007815
  nChanged 1206
Iteration 132Q (26675.840000 sec): 100 clusters
  Score: Raw -119036984.894129 + Penalty 222786.317470 = -118814198.576659
  nChanged 1191
Iteration 133Q (26925.720000 sec): 100 clusters
  Score: Raw -119037154.641942 + Penalty 222786.317470 = -118814368.324472
  nChanged 1117
Iteration 134Q (27174.960000 sec): 100 clusters
  Score: Raw -119037318.112668 + Penalty 222786.317470 = -118814531.795197
  nChanged 1141
Iteration 135Q (27425.400000 sec): 100 clusters
  Score: Raw -119037491.628787 + Penalty 222786.317470 = -118814705.311317
  nChanged 1139
Iteration 136Q (27675.220000 sec): 100 clusters
  Score: Raw -119037676.601385 + Penalty 222786.317470 = -118814890.283915
  nChanged 1192
Iteration 137Q (27925.690000 sec): 100 clusters
  Score: Raw -119037892.390004 + Penalty 222786.317470 = -118815106.072533
  nChanged 1244
Iteration 138Q (28175.550000 sec): 100 clusters
  Score: Raw -119038113.380697 + Penalty 222786.317470 = -118815327.063226
  nChanged 1303
Writing temp clu file 
Because OldScore, -118815106.072533, is greater than current (better) Score,-118815327.063226 
 Memory request: 0.00 GB would take us to total of 3.81 GB.
Compute initial score before splitting:   Score: Raw -119038113.380697 + Penalty 222786.317470 = -118815327.063226
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 1 (5605 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28176.310000 sec): 2 clusters
  Score: Raw -633590.739750 + Penalty 1402.604830 = -632188.134920
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28176.410000 sec): 3 clusters
  Score: Raw -630568.236726 + Penalty 2805.209659 = -627763.027067
  nChanged 2318
		SP:Iteration 1F (28176.510000 sec): 3 clusters
  Score: Raw -631866.870113 + Penalty 2805.209659 = -629061.660454
  nChanged 440
		SP:Iteration 2F (28176.610000 sec): 3 clusters
  Score: Raw -632130.848314 + Penalty 2805.209659 = -629325.638655
  nChanged 328
		SP:Iteration 3F (28176.700000 sec): 3 clusters
  Score: Raw -632308.525481 + Penalty 2805.209659 = -629503.315822
  nChanged 279
		SP:Iteration 4Q (28176.800000 sec): 3 clusters
  Score: Raw -632456.182297 + Penalty 2805.209659 = -629650.972638
  nChanged 238
		SP:Iteration 5Q (28176.900000 sec): 3 clusters
  Score: Raw -632574.550166 + Penalty 2805.209659 = -629769.340507
  nChanged 192
		SP:Iteration 6Q (28176.990000 sec): 3 clusters
  Score: Raw -632667.284103 + Penalty 2805.209659 = -629862.074444
  nChanged 169
		SP:Iteration 7Q (28177.090000 sec): 3 clusters
  Score: Raw -632762.463468 + Penalty 2805.209659 = -629957.253809
  nChanged 178
		SP:Iteration 8Q (28177.190000 sec): 3 clusters
  Score: Raw -632873.376030 + Penalty 2805.209659 = -630068.166371
  nChanged 192
		SP:Iteration 9Q (28177.280000 sec): 3 clusters
  Score: Raw -632967.043091 + Penalty 2805.209659 = -630161.833432
  nChanged 178
		SP:Iteration 10Q (28177.380000 sec): 3 clusters
  Score: Raw -633082.006453 + Penalty 2805.209659 = -630276.796794
  nChanged 190
		SP:Iteration 11Q (28177.470000 sec): 3 clusters
  Score: Raw -633193.936889 + Penalty 2805.209659 = -630388.727230
  nChanged 173
		SP:Iteration 12Q (28177.570000 sec): 3 clusters
  Score: Raw -633289.168099 + Penalty 2805.209659 = -630483.958440
  nChanged 149
		SP:Iteration 13Q (28177.670000 sec): 3 clusters
  Score: Raw -633367.403530 + Penalty 2805.209659 = -630562.193871
  nChanged 119
		SP:Iteration 14Q (28177.760000 sec): 3 clusters
  Score: Raw -633430.793917 + Penalty 2805.209659 = -630625.584258
  nChanged 103
		SP:Iteration 15Q (28177.850000 sec): 3 clusters
  Score: Raw -633475.346719 + Penalty 2805.209659 = -630670.137060
  nChanged 83
		SP:Iteration 16Q (28177.950000 sec): 3 clusters
  Score: Raw -633513.166752 + Penalty 2805.209659 = -630707.957093
  nChanged 79
		SP:Iteration 17Q (28178.050000 sec): 3 clusters
  Score: Raw -633554.619619 + Penalty 2805.209659 = -630749.409960
  nChanged 85
		SP:Iteration 18Q (28178.140000 sec): 3 clusters
  Score: Raw -633589.206605 + Penalty 2805.209659 = -630783.996946
  nChanged 64
		SP:Iteration 19Q (28178.230000 sec): 3 clusters
  Score: Raw -633618.220729 + Penalty 2805.209659 = -630813.011070
  nChanged 63
		SP:Iteration 20F (28178.330000 sec): 3 clusters
  Score: Raw -633644.182478 + Penalty 2805.209659 = -630838.972819
  nChanged 58
		SP:Iteration 21Q (28178.420000 sec): 3 clusters
  Score: Raw -633665.116871 + Penalty 2805.209659 = -630859.907212
  nChanged 54
		SP:Iteration 22Q (28178.520000 sec): 3 clusters
  Score: Raw -633683.706085 + Penalty 2805.209659 = -630878.496426
  nChanged 49
		SP:Iteration 23Q (28178.610000 sec): 3 clusters
  Score: Raw -633701.096430 + Penalty 2805.209659 = -630895.886771
  nChanged 45
		SP:Iteration 24Q (28178.710000 sec): 3 clusters
  Score: Raw -633718.378326 + Penalty 2805.209659 = -630913.168667
  nChanged 50
		SP:Iteration 25Q (28178.810000 sec): 3 clusters
  Score: Raw -633735.143772 + Penalty 2805.209659 = -630929.934113
  nChanged 33
		SP:Iteration 26Q (28178.900000 sec): 3 clusters
  Score: Raw -633748.568503 + Penalty 2805.209659 = -630943.358844
  nChanged 35
		SP:Iteration 27Q (28178.990000 sec): 3 clusters
  Score: Raw -633763.001192 + Penalty 2805.209659 = -630957.791533
  nChanged 27
		SP:Iteration 28Q (28179.090000 sec): 3 clusters
  Score: Raw -633774.251674 + Penalty 2805.209659 = -630969.042015
  nChanged 32
		SP:Iteration 29Q (28179.180000 sec): 3 clusters
  Score: Raw -633785.574305 + Penalty 2805.209659 = -630980.364646
  nChanged 30
		SP:Iteration 30Q (28179.270000 sec): 3 clusters
  Score: Raw -633796.665637 + Penalty 2805.209659 = -630991.455978
  nChanged 26
		SP:Iteration 31Q (28179.370000 sec): 3 clusters
  Score: Raw -633804.616051 + Penalty 2805.209659 = -630999.406392
  nChanged 20
		SP:Iteration 32Q (28179.460000 sec): 3 clusters
  Score: Raw -633810.947853 + Penalty 2805.209659 = -631005.738194
  nChanged 19
		SP:Iteration 33Q (28179.550000 sec): 3 clusters
  Score: Raw -633816.832194 + Penalty 2805.209659 = -631011.622535
  nChanged 21
		SP:Iteration 34Q (28179.650000 sec): 3 clusters
  Score: Raw -633823.069224 + Penalty 2805.209659 = -631017.859565
  nChanged 23
		SP:Iteration 35Q (28179.740000 sec): 3 clusters
  Score: Raw -633829.632669 + Penalty 2805.209659 = -631024.423010
  nChanged 18
		SP:Iteration 36Q (28179.830000 sec): 3 clusters
  Score: Raw -633836.071541 + Penalty 2805.209659 = -631030.861882
  nChanged 17
		SP:Iteration 37Q (28179.930000 sec): 3 clusters
  Score: Raw -633841.095900 + Penalty 2805.209659 = -631035.886241
  nChanged 11
		SP:Iteration 38Q (28180.020000 sec): 3 clusters
  Score: Raw -633844.603994 + Penalty 2805.209659 = -631039.394335
  nChanged 13
		SP:Iteration 39Q (28180.110000 sec): 3 clusters
  Score: Raw -633849.008686 + Penalty 2805.209659 = -631043.799027
  nChanged 10
		SP:Iteration 40F (28180.210000 sec): 3 clusters
  Score: Raw -633851.394800 + Penalty 2805.209659 = -631046.185140
  nChanged 8
		SP:Iteration 41Q (28180.300000 sec): 3 clusters
  Score: Raw -633853.836535 + Penalty 2805.209659 = -631048.626876
  nChanged 12
		SP:Iteration 42Q (28180.390000 sec): 3 clusters
  Score: Raw -633857.558473 + Penalty 2805.209659 = -631052.348814
  nChanged 14
		SP:Iteration 43Q (28180.480000 sec): 3 clusters
  Score: Raw -633861.357320 + Penalty 2805.209659 = -631056.147661
  nChanged 13
		SP:Iteration 44Q (28180.580000 sec): 3 clusters
  Score: Raw -633864.622711 + Penalty 2805.209659 = -631059.413052
  nChanged 12
		SP:Iteration 45Q (28180.670000 sec): 3 clusters
  Score: Raw -633867.551326 + Penalty 2805.209659 = -631062.341667
  nChanged 13
		SP:Iteration 46Q (28180.760000 sec): 3 clusters
  Score: Raw -633870.719783 + Penalty 2805.209659 = -631065.510124
  nChanged 9
		SP:Iteration 47Q (28180.850000 sec): 3 clusters
  Score: Raw -633873.113255 + Penalty 2805.209659 = -631067.903596
  nChanged 6
		SP:Iteration 48Q (28180.940000 sec): 3 clusters
  Score: Raw -633874.673096 + Penalty 2805.209659 = -631069.463437
  nChanged 10
		SP:Iteration 49Q (28181.040000 sec): 3 clusters
  Score: Raw -633877.689208 + Penalty 2805.209659 = -631072.479549
  nChanged 8
		SP:Iteration 50Q (28181.130000 sec): 3 clusters
  Score: Raw -633880.733147 + Penalty 2805.209659 = -631075.523488
  nChanged 4
		SP:Iteration 51Q (28181.220000 sec): 3 clusters
  Score: Raw -633881.514340 + Penalty 2805.209659 = -631076.304681
  nChanged 1
		SP:Iteration 52Q (28181.310000 sec): 3 clusters
  Score: Raw -633881.998451 + Penalty 2805.209659 = -631076.788792
  nChanged 4
		SP:Iteration 53Q (28181.410000 sec): 3 clusters
  Score: Raw -633882.983343 + Penalty 2805.209659 = -631077.773684
  nChanged 5
		SP:Iteration 54Q (28181.500000 sec): 3 clusters
  Score: Raw -633884.701846 + Penalty 2805.209659 = -631079.492187
  nChanged 7
		SP:Iteration 55Q (28181.590000 sec): 3 clusters
  Score: Raw -633886.179803 + Penalty 2805.209659 = -631080.970144
  nChanged 4
		SP:Iteration 56Q (28181.680000 sec): 3 clusters
  Score: Raw -633886.899370 + Penalty 2805.209659 = -631081.689711
  nChanged 3
		SP:Iteration 57Q (28181.780000 sec): 3 clusters
  Score: Raw -633887.381327 + Penalty 2805.209659 = -631082.171668
  nChanged 0
		SP:Iteration 58F (28181.870000 sec): 3 clusters
  Score: Raw -633887.381327 + Penalty 2805.209659 = -631082.171668
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 2 (2435 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28181.940000 sec): 2 clusters
  Score: Raw -290012.097179 + Penalty 1267.126581 = -288744.970598
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28181.990000 sec): 3 clusters
  Score: Raw -288911.069761 + Penalty 2534.253162 = -286376.816599
  nChanged 869
		SP:Iteration 1F (28182.030000 sec): 3 clusters
  Score: Raw -289463.098748 + Penalty 2534.253162 = -286928.845587
  nChanged 193
		SP:Iteration 2F (28182.080000 sec): 3 clusters
  Score: Raw -289621.440374 + Penalty 2534.253162 = -287087.187212
  nChanged 146
		SP:Iteration 3F (28182.130000 sec): 3 clusters
  Score: Raw -289759.761004 + Penalty 2534.253162 = -287225.507842
  nChanged 112
		SP:Iteration 4Q (28182.170000 sec): 3 clusters
  Score: Raw -289855.293623 + Penalty 2534.253162 = -287321.040461
  nChanged 96
		SP:Iteration 5Q (28182.210000 sec): 3 clusters
  Score: Raw -289944.435934 + Penalty 2534.253162 = -287410.182773
  nChanged 107
		SP:Iteration 6Q (28182.260000 sec): 3 clusters
  Score: Raw -290037.157770 + Penalty 2534.253162 = -287502.904609
  nChanged 89
		SP:Iteration 7Q (28182.300000 sec): 3 clusters
  Score: Raw -290114.336367 + Penalty 2534.253162 = -287580.083206
  nChanged 86
		SP:Iteration 8Q (28182.350000 sec): 3 clusters
  Score: Raw -290183.016074 + Penalty 2534.253162 = -287648.762913
  nChanged 81
		SP:Iteration 9Q (28182.390000 sec): 3 clusters
  Score: Raw -290246.193121 + Penalty 2534.253162 = -287711.939959
  nChanged 73
		SP:Iteration 10Q (28182.430000 sec): 3 clusters
  Score: Raw -290291.518015 + Penalty 2534.253162 = -287757.264853
  nChanged 64
		SP:Iteration 11Q (28182.480000 sec): 3 clusters
  Score: Raw -290345.351225 + Penalty 2534.253162 = -287811.098064
  nChanged 55
		SP:Iteration 12Q (28182.520000 sec): 3 clusters
  Score: Raw -290392.780430 + Penalty 2534.253162 = -287858.527268
  nChanged 58
		SP:Iteration 13Q (28182.570000 sec): 3 clusters
  Score: Raw -290433.956222 + Penalty 2534.253162 = -287899.703061
  nChanged 39
		SP:Iteration 14Q (28182.610000 sec): 3 clusters
  Score: Raw -290461.455552 + Penalty 2534.253162 = -287927.202390
  nChanged 42
		SP:Iteration 15Q (28182.650000 sec): 3 clusters
  Score: Raw -290492.636521 + Penalty 2534.253162 = -287958.383360
  nChanged 38
		SP:Iteration 16Q (28182.700000 sec): 3 clusters
  Score: Raw -290520.345880 + Penalty 2534.253162 = -287986.092718
  nChanged 40
		SP:Iteration 17Q (28182.740000 sec): 3 clusters
  Score: Raw -290545.559588 + Penalty 2534.253162 = -288011.306426
  nChanged 34
		SP:Iteration 18Q (28182.780000 sec): 3 clusters
  Score: Raw -290568.021426 + Penalty 2534.253162 = -288033.768265
  nChanged 31
		SP:Iteration 19Q (28182.830000 sec): 3 clusters
  Score: Raw -290592.056276 + Penalty 2534.253162 = -288057.803115
  nChanged 35
		SP:Iteration 20F (28182.870000 sec): 3 clusters
  Score: Raw -290615.413317 + Penalty 2534.253162 = -288081.160156
  nChanged 33
		SP:Iteration 21Q (28182.910000 sec): 3 clusters
  Score: Raw -290642.369265 + Penalty 2534.253162 = -288108.116103
  nChanged 37
		SP:Iteration 22Q (28182.960000 sec): 3 clusters
  Score: Raw -290678.807775 + Penalty 2534.253162 = -288144.554613
  nChanged 45
		SP:Iteration 23Q (28183.000000 sec): 3 clusters
  Score: Raw -290730.157932 + Penalty 2534.253162 = -288195.904771
  nChanged 56
		SP:Iteration 24Q (28183.040000 sec): 3 clusters
  Score: Raw -290803.491808 + Penalty 2534.253162 = -288269.238647
  nChanged 67
		SP:Iteration 25Q (28183.090000 sec): 3 clusters
  Score: Raw -290891.574452 + Penalty 2534.253162 = -288357.321290
  nChanged 79
		SP:Iteration 26Q (28183.130000 sec): 3 clusters
  Score: Raw -290992.762996 + Penalty 2534.253162 = -288458.509834
  nChanged 63
		SP:Iteration 27Q (28183.170000 sec): 3 clusters
  Score: Raw -291069.647278 + Penalty 2534.253162 = -288535.394116
  nChanged 49
		SP:Iteration 28Q (28183.210000 sec): 3 clusters
  Score: Raw -291135.464198 + Penalty 2534.253162 = -288601.211037
  nChanged 22
		SP:Iteration 29Q (28183.250000 sec): 3 clusters
  Score: Raw -291152.562406 + Penalty 2534.253162 = -288618.309245
  nChanged 12
		SP:Iteration 30Q (28183.300000 sec): 3 clusters
  Score: Raw -291161.178755 + Penalty 2534.253162 = -288626.925594
  nChanged 9
		SP:Iteration 31Q (28183.340000 sec): 3 clusters
  Score: Raw -291165.210979 + Penalty 2534.253162 = -288630.957817
  nChanged 6
		SP:Iteration 32Q (28183.380000 sec): 3 clusters
  Score: Raw -291168.083911 + Penalty 2534.253162 = -288633.830749
  nChanged 5
		SP:Iteration 33Q (28183.420000 sec): 3 clusters
  Score: Raw -291169.713918 + Penalty 2534.253162 = -288635.460757
  nChanged 3
		SP:Iteration 34Q (28183.470000 sec): 3 clusters
  Score: Raw -291170.434590 + Penalty 2534.253162 = -288636.181428
  nChanged 2
		SP:Iteration 35Q (28183.510000 sec): 3 clusters
  Score: Raw -291171.527142 + Penalty 2534.253162 = -288637.273980
  nChanged 1
		SP:Iteration 36Q (28183.550000 sec): 3 clusters
  Score: Raw -291172.506466 + Penalty 2534.253162 = -288638.253304
  nChanged 1
		SP:Iteration 37Q (28183.590000 sec): 3 clusters
  Score: Raw -291173.019732 + Penalty 2534.253162 = -288638.766571
  nChanged 1
		SP:Iteration 38Q (28183.630000 sec): 3 clusters
  Score: Raw -291173.365584 + Penalty 2534.253162 = -288639.112422
  nChanged 0
		SP:Iteration 39F (28183.670000 sec): 3 clusters
  Score: Raw -291173.365584 + Penalty 2534.253162 = -288639.112422
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 3 (21619 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28183.910000 sec): 2 clusters
  Score: Raw -2492792.566280 + Penalty 1621.965773 = -2491170.600507
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28184.220000 sec): 3 clusters
  Score: Raw -2479712.389810 + Penalty 3243.931547 = -2476468.458263
  nChanged 9822
		SP:Iteration 1F (28184.510000 sec): 3 clusters
  Score: Raw -2485292.553485 + Penalty 3243.931547 = -2482048.621939
  nChanged 1322
		SP:Iteration 2F (28184.770000 sec): 3 clusters
  Score: Raw -2486087.529730 + Penalty 3243.931547 = -2482843.598183
  nChanged 1397
		SP:Iteration 3F (28185.060000 sec): 3 clusters
  Score: Raw -2487025.178332 + Penalty 3243.931547 = -2483781.246785
  nChanged 1511
		SP:Iteration 4F (28185.320000 sec): 3 clusters
  Score: Raw -2488128.607554 + Penalty 3243.931547 = -2484884.676007
  nChanged 1604
		SP:Iteration 5F (28185.610000 sec): 3 clusters
  Score: Raw -2489214.354253 + Penalty 3243.931547 = -2485970.422706
  nChanged 1449
		SP:Iteration 6F (28185.870000 sec): 3 clusters
  Score: Raw -2490113.634324 + Penalty 3243.931547 = -2486869.702777
  nChanged 1196
		SP:Iteration 7F (28186.160000 sec): 3 clusters
  Score: Raw -2490755.129916 + Penalty 3243.931547 = -2487511.198369
  nChanged 878
		SP:Iteration 8Q (28186.410000 sec): 3 clusters
  Score: Raw -2491135.628311 + Penalty 3243.931547 = -2487891.696764
  nChanged 608
		SP:Iteration 9Q (28186.710000 sec): 3 clusters
  Score: Raw -2491329.708459 + Penalty 3243.931547 = -2488085.776912
  nChanged 399
		SP:Iteration 10Q (28186.960000 sec): 3 clusters
  Score: Raw -2491423.619769 + Penalty 3243.931547 = -2488179.688222
  nChanged 270
		SP:Iteration 11Q (28187.250000 sec): 3 clusters
  Score: Raw -2491474.162892 + Penalty 3243.931547 = -2488230.231345
  nChanged 184
		SP:Iteration 12Q (28187.510000 sec): 3 clusters
  Score: Raw -2491502.583796 + Penalty 3243.931547 = -2488258.652249
  nChanged 159
		SP:Iteration 13Q (28187.790000 sec): 3 clusters
  Score: Raw -2491525.823120 + Penalty 3243.931547 = -2488281.891573
  nChanged 128
		SP:Iteration 14Q (28188.080000 sec): 3 clusters
  Score: Raw -2491542.059221 + Penalty 3243.931547 = -2488298.127674
  nChanged 108
		SP:Iteration 15Q (28188.340000 sec): 3 clusters
  Score: Raw -2491552.801738 + Penalty 3243.931547 = -2488308.870192
  nChanged 88
		SP:Iteration 16Q (28188.630000 sec): 3 clusters
  Score: Raw -2491563.955780 + Penalty 3243.931547 = -2488320.024233
  nChanged 88
		SP:Iteration 17Q (28188.890000 sec): 3 clusters
  Score: Raw -2491574.580153 + Penalty 3243.931547 = -2488330.648606
  nChanged 91
		SP:Iteration 18Q (28189.180000 sec): 3 clusters
  Score: Raw -2491584.486679 + Penalty 3243.931547 = -2488340.555132
  nChanged 85
		SP:Iteration 19Q (28189.440000 sec): 3 clusters
  Score: Raw -2491594.237896 + Penalty 3243.931547 = -2488350.306349
  nChanged 71
		SP:Iteration 20F (28189.730000 sec): 3 clusters
  Score: Raw -2491602.116930 + Penalty 3243.931547 = -2488358.185383
  nChanged 80
		SP:Iteration 21Q (28190.000000 sec): 3 clusters
  Score: Raw -2491609.999211 + Penalty 3243.931547 = -2488366.067664
  nChanged 76
		SP:Iteration 22Q (28190.290000 sec): 3 clusters
  Score: Raw -2491618.176302 + Penalty 3243.931547 = -2488374.244756
  nChanged 69
		SP:Iteration 23Q (28190.540000 sec): 3 clusters
  Score: Raw -2491626.612866 + Penalty 3243.931547 = -2488382.681319
  nChanged 72
		SP:Iteration 24Q (28190.830000 sec): 3 clusters
  Score: Raw -2491635.063440 + Penalty 3243.931547 = -2488391.131893
  nChanged 84
		SP:Iteration 25Q (28191.120000 sec): 3 clusters
  Score: Raw -2491644.248167 + Penalty 3243.931547 = -2488400.316620
  nChanged 76
		SP:Iteration 26Q (28191.370000 sec): 3 clusters
  Score: Raw -2491653.486045 + Penalty 3243.931547 = -2488409.554499
  nChanged 89
		SP:Iteration 27Q (28191.660000 sec): 3 clusters
  Score: Raw -2491666.167975 + Penalty 3243.931547 = -2488422.236428
  nChanged 95
		SP:Iteration 28Q (28191.920000 sec): 3 clusters
  Score: Raw -2491682.501815 + Penalty 3243.931547 = -2488438.570268
  nChanged 125
		SP:Iteration 29Q (28192.210000 sec): 3 clusters
  Score: Raw -2491705.238563 + Penalty 3243.931547 = -2488461.307016
  nChanged 133
		SP:Iteration 30Q (28192.510000 sec): 3 clusters
  Score: Raw -2491730.077408 + Penalty 3243.931547 = -2488486.145861
  nChanged 149
		SP:Iteration 31Q (28192.760000 sec): 3 clusters
  Score: Raw -2491755.515728 + Penalty 3243.931547 = -2488511.584181
  nChanged 159
		SP:Iteration 32Q (28193.050000 sec): 3 clusters
  Score: Raw -2491784.309727 + Penalty 3243.931547 = -2488540.378180
  nChanged 163
		SP:Iteration 33Q (28193.300000 sec): 3 clusters
  Score: Raw -2491817.225216 + Penalty 3243.931547 = -2488573.293669
  nChanged 181
		SP:Iteration 34Q (28193.590000 sec): 3 clusters
  Score: Raw -2491856.052979 + Penalty 3243.931547 = -2488612.121432
  nChanged 193
		SP:Iteration 35Q (28193.880000 sec): 3 clusters
  Score: Raw -2491899.712921 + Penalty 3243.931547 = -2488655.781374
  nChanged 223
		SP:Iteration 36Q (28194.130000 sec): 3 clusters
  Score: Raw -2491951.169673 + Penalty 3243.931547 = -2488707.238126
  nChanged 205
		SP:Iteration 37Q (28194.420000 sec): 3 clusters
  Score: Raw -2492008.165871 + Penalty 3243.931547 = -2488764.234324
  nChanged 235
		SP:Iteration 38Q (28194.710000 sec): 3 clusters
  Score: Raw -2492085.928762 + Penalty 3243.931547 = -2488841.997215
  nChanged 232
		SP:Iteration 39Q (28195.000000 sec): 3 clusters
  Score: Raw -2492175.663182 + Penalty 3243.931547 = -2488931.731635
  nChanged 248
		SP:Iteration 40F (28195.250000 sec): 3 clusters
  Score: Raw -2492274.114159 + Penalty 3243.931547 = -2489030.182612
  nChanged 251
		SP:Iteration 41Q (28195.540000 sec): 3 clusters
  Score: Raw -2492370.433361 + Penalty 3243.931547 = -2489126.501814
  nChanged 240
		SP:Iteration 42Q (28195.830000 sec): 3 clusters
  Score: Raw -2492450.996666 + Penalty 3243.931547 = -2489207.065119
  nChanged 224
		SP:Iteration 43Q (28196.080000 sec): 3 clusters
  Score: Raw -2492522.765737 + Penalty 3243.931547 = -2489278.834190
  nChanged 208
		SP:Iteration 44Q (28196.360000 sec): 3 clusters
  Score: Raw -2492581.870511 + Penalty 3243.931547 = -2489337.938964
  nChanged 191
		SP:Iteration 45Q (28196.650000 sec): 3 clusters
  Score: Raw -2492631.700818 + Penalty 3243.931547 = -2489387.769271
  nChanged 191
		SP:Iteration 46Q (28196.910000 sec): 3 clusters
  Score: Raw -2492682.502357 + Penalty 3243.931547 = -2489438.570810
  nChanged 191
		SP:Iteration 47Q (28197.190000 sec): 3 clusters
  Score: Raw -2492731.737182 + Penalty 3243.931547 = -2489487.805635
  nChanged 181
		SP:Iteration 48Q (28197.480000 sec): 3 clusters
  Score: Raw -2492773.522366 + Penalty 3243.931547 = -2489529.590819
  nChanged 158
		SP:Iteration 49Q (28197.760000 sec): 3 clusters
  Score: Raw -2492805.821546 + Penalty 3243.931547 = -2489561.889999
  nChanged 133
		SP:Iteration 50Q (28198.000000 sec): 3 clusters
  Score: Raw -2492835.311936 + Penalty 3243.931547 = -2489591.380389
  nChanged 135
		SP:Iteration 51Q (28198.290000 sec): 3 clusters
  Score: Raw -2492867.458580 + Penalty 3243.931547 = -2489623.527033
  nChanged 118
		SP:Iteration 52Q (28198.570000 sec): 3 clusters
  Score: Raw -2492897.677803 + Penalty 3243.931547 = -2489653.746256
  nChanged 125
		SP:Iteration 53Q (28198.850000 sec): 3 clusters
  Score: Raw -2492933.061678 + Penalty 3243.931547 = -2489689.130131
  nChanged 124
		SP:Iteration 54Q (28199.130000 sec): 3 clusters
  Score: Raw -2492972.879640 + Penalty 3243.931547 = -2489728.948093
  nChanged 138
		SP:Iteration 55Q (28199.420000 sec): 3 clusters
  Score: Raw -2493013.240714 + Penalty 3243.931547 = -2489769.309167
  nChanged 116
		SP:Iteration 56Q (28199.700000 sec): 3 clusters
  Score: Raw -2493053.844125 + Penalty 3243.931547 = -2489809.912578
  nChanged 98
		SP:Iteration 57Q (28199.940000 sec): 3 clusters
  Score: Raw -2493100.389232 + Penalty 3243.931547 = -2489856.457685
  nChanged 103
		SP:Iteration 58Q (28200.220000 sec): 3 clusters
  Score: Raw -2493154.788550 + Penalty 3243.931547 = -2489910.857003
  nChanged 110
		SP:Iteration 59Q (28200.500000 sec): 3 clusters
  Score: Raw -2493230.408224 + Penalty 3243.931547 = -2489986.476677
  nChanged 109
		SP:Iteration 60F (28200.790000 sec): 3 clusters
  Score: Raw -2493301.762656 + Penalty 3243.931547 = -2490057.831109
  nChanged 100
		SP:Iteration 61Q (28201.060000 sec): 3 clusters
  Score: Raw -2493348.205839 + Penalty 3243.931547 = -2490104.274292
  nChanged 81
		SP:Iteration 62Q (28201.340000 sec): 3 clusters
  Score: Raw -2493370.191010 + Penalty 3243.931547 = -2490126.259463
  nChanged 57
		SP:Iteration 63Q (28201.620000 sec): 3 clusters
  Score: Raw -2493385.672059 + Penalty 3243.931547 = -2490141.740512
  nChanged 55
		SP:Iteration 64Q (28201.890000 sec): 3 clusters
  Score: Raw -2493396.596612 + Penalty 3243.931547 = -2490152.665065
  nChanged 39
		SP:Iteration 65Q (28202.160000 sec): 3 clusters
  Score: Raw -2493404.662190 + Penalty 3243.931547 = -2490160.730643
  nChanged 40
		SP:Iteration 66Q (28202.440000 sec): 3 clusters
  Score: Raw -2493413.764644 + Penalty 3243.931547 = -2490169.833097
  nChanged 35
		SP:Iteration 67Q (28202.710000 sec): 3 clusters
  Score: Raw -2493420.745964 + Penalty 3243.931547 = -2490176.814417
  nChanged 29
		SP:Iteration 68Q (28202.990000 sec): 3 clusters
  Score: Raw -2493425.629054 + Penalty 3243.931547 = -2490181.697507
  nChanged 22
		SP:Iteration 69Q (28203.270000 sec): 3 clusters
  Score: Raw -2493429.199083 + Penalty 3243.931547 = -2490185.267536
  nChanged 26
		SP:Iteration 70Q (28203.540000 sec): 3 clusters
  Score: Raw -2493433.321376 + Penalty 3243.931547 = -2490189.389829
  nChanged 20
		SP:Iteration 71Q (28203.810000 sec): 3 clusters
  Score: Raw -2493436.141553 + Penalty 3243.931547 = -2490192.210006
  nChanged 15
		SP:Iteration 72Q (28204.090000 sec): 3 clusters
  Score: Raw -2493438.224499 + Penalty 3243.931547 = -2490194.292952
  nChanged 10
		SP:Iteration 73Q (28204.330000 sec): 3 clusters
  Score: Raw -2493440.107739 + Penalty 3243.931547 = -2490196.176192
  nChanged 8
		SP:Iteration 74Q (28204.570000 sec): 3 clusters
  Score: Raw -2493441.137564 + Penalty 3243.931547 = -2490197.206017
  nChanged 6
		SP:Iteration 75Q (28204.810000 sec): 3 clusters
  Score: Raw -2493442.118812 + Penalty 3243.931547 = -2490198.187265
  nChanged 4
		SP:Iteration 76Q (28205.080000 sec): 3 clusters
  Score: Raw -2493442.960459 + Penalty 3243.931547 = -2490199.028912
  nChanged 5
		SP:Iteration 77Q (28205.360000 sec): 3 clusters
  Score: Raw -2493443.513177 + Penalty 3243.931547 = -2490199.581630
  nChanged 5
		SP:Iteration 78Q (28205.630000 sec): 3 clusters
  Score: Raw -2493444.226848 + Penalty 3243.931547 = -2490200.295301
  nChanged 8
		SP:Iteration 79Q (28205.910000 sec): 3 clusters
  Score: Raw -2493445.295155 + Penalty 3243.931547 = -2490201.363608
  nChanged 5
		SP:Iteration 80F (28206.200000 sec): 3 clusters
  Score: Raw -2493445.687275 + Penalty 3243.931547 = -2490201.755728
  nChanged 2
		SP:Iteration 81Q (28206.470000 sec): 3 clusters
  Score: Raw -2493446.281318 + Penalty 3243.931547 = -2490202.349771
  nChanged 4
		SP:Iteration 82Q (28206.740000 sec): 3 clusters
  Score: Raw -2493446.896313 + Penalty 3243.931547 = -2490202.964766
  nChanged 4
		SP:Iteration 83Q (28207.020000 sec): 3 clusters
  Score: Raw -2493447.510878 + Penalty 3243.931547 = -2490203.579331
  nChanged 3
		SP:Iteration 84Q (28207.290000 sec): 3 clusters
  Score: Raw -2493447.749074 + Penalty 3243.931547 = -2490203.817527
  nChanged 4
		SP:Iteration 85Q (28207.570000 sec): 3 clusters
  Score: Raw -2493448.105237 + Penalty 3243.931547 = -2490204.173691
  nChanged 2
		SP:Iteration 86Q (28207.840000 sec): 3 clusters
  Score: Raw -2493448.294573 + Penalty 3243.931547 = -2490204.363026
  nChanged 1
		SP:Iteration 87Q (28208.110000 sec): 3 clusters
  Score: Raw -2493448.336969 + Penalty 3243.931547 = -2490204.405422
  nChanged 1
		SP:Iteration 88Q (28208.390000 sec): 3 clusters
  Score: Raw -2493448.441952 + Penalty 3243.931547 = -2490204.510405
  nChanged 1
		SP:Iteration 89Q (28208.630000 sec): 3 clusters
  Score: Raw -2493448.487280 + Penalty 3243.931547 = -2490204.555733
  nChanged 0
		SP:Iteration 90F (28208.890000 sec): 3 clusters
  Score: Raw -2493448.487280 + Penalty 3243.931547 = -2490204.555733
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 4 (4910 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28208.970000 sec): 2 clusters
  Score: Raw -569769.236695 + Penalty 1381.092248 = -568388.144447
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28209.070000 sec): 3 clusters
  Score: Raw -567241.859938 + Penalty 2762.184497 = -564479.675441
  nChanged 1976
		SP:Iteration 1F (28209.170000 sec): 3 clusters
  Score: Raw -568660.915628 + Penalty 2762.184497 = -565898.731132
  nChanged 506
		SP:Iteration 2F (28209.260000 sec): 3 clusters
  Score: Raw -569207.455842 + Penalty 2762.184497 = -566445.271345
  nChanged 460
		SP:Iteration 3F (28209.350000 sec): 3 clusters
  Score: Raw -569781.027150 + Penalty 2762.184497 = -567018.842653
  nChanged 429
		SP:Iteration 4F (28209.450000 sec): 3 clusters
  Score: Raw -570291.072449 + Penalty 2762.184497 = -567528.887952
  nChanged 349
		SP:Iteration 5F (28209.540000 sec): 3 clusters
  Score: Raw -570698.082819 + Penalty 2762.184497 = -567935.898322
  nChanged 257
		SP:Iteration 6F (28209.630000 sec): 3 clusters
  Score: Raw -570884.589304 + Penalty 2762.184497 = -568122.404807
  nChanged 139
		SP:Iteration 7Q (28209.730000 sec): 3 clusters
  Score: Raw -570960.161356 + Penalty 2762.184497 = -568197.976859
  nChanged 85
		SP:Iteration 8Q (28209.810000 sec): 3 clusters
  Score: Raw -570993.014270 + Penalty 2762.184497 = -568230.829774
  nChanged 44
		SP:Iteration 9Q (28209.900000 sec): 3 clusters
  Score: Raw -571007.371210 + Penalty 2762.184497 = -568245.186713
  nChanged 31
		SP:Iteration 10Q (28209.990000 sec): 3 clusters
  Score: Raw -571016.657922 + Penalty 2762.184497 = -568254.473426
  nChanged 20
		SP:Iteration 11Q (28210.090000 sec): 3 clusters
  Score: Raw -571024.186458 + Penalty 2762.184497 = -568262.001961
  nChanged 13
		SP:Iteration 12Q (28210.170000 sec): 3 clusters
  Score: Raw -571026.780027 + Penalty 2762.184497 = -568264.595531
  nChanged 7
		SP:Iteration 13Q (28210.270000 sec): 3 clusters
  Score: Raw -571028.032667 + Penalty 2762.184497 = -568265.848170
  nChanged 6
		SP:Iteration 14Q (28210.350000 sec): 3 clusters
  Score: Raw -571029.263892 + Penalty 2762.184497 = -568267.079395
  nChanged 8
		SP:Iteration 15Q (28210.450000 sec): 3 clusters
  Score: Raw -571031.361969 + Penalty 2762.184497 = -568269.177472
  nChanged 6
		SP:Iteration 16Q (28210.540000 sec): 3 clusters
  Score: Raw -571033.446765 + Penalty 2762.184497 = -568271.262269
  nChanged 4
		SP:Iteration 17Q (28210.630000 sec): 3 clusters
  Score: Raw -571035.724889 + Penalty 2762.184497 = -568273.540392
  nChanged 9
		SP:Iteration 18Q (28210.720000 sec): 3 clusters
  Score: Raw -571038.100991 + Penalty 2762.184497 = -568275.916494
  nChanged 3
		SP:Iteration 19Q (28210.810000 sec): 3 clusters
  Score: Raw -571038.726771 + Penalty 2762.184497 = -568276.542275
  nChanged 2
		SP:Iteration 20F (28210.900000 sec): 3 clusters
  Score: Raw -571038.996253 + Penalty 2762.184497 = -568276.811756
  nChanged 3
		SP:Iteration 21Q (28210.990000 sec): 3 clusters
  Score: Raw -571039.562014 + Penalty 2762.184497 = -568277.377517
  nChanged 0
		SP:Iteration 22F (28211.090000 sec): 3 clusters
  Score: Raw -571039.562014 + Penalty 2762.184497 = -568277.377517
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 5 (122243 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28212.010000 sec): 2 clusters
  Score: Raw -15232160.625481 + Penalty 1903.486999 = -15230257.138483
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28213.160000 sec): 3 clusters
  Score: Raw -15152136.403205 + Penalty 3806.973997 = -15148329.429207
  nChanged 58883
		SP:Iteration 1F (28214.280000 sec): 3 clusters
  Score: Raw -15186615.802698 + Penalty 3806.973997 = -15182808.828700
  nChanged 4538
		SP:Iteration 2Q (28215.410000 sec): 3 clusters
  Score: Raw -15187954.025526 + Penalty 3806.973997 = -15184147.051528
  nChanged 5740
		SP:Iteration 3Q (28216.540000 sec): 3 clusters
  Score: Raw -15190320.678999 + Penalty 3806.973997 = -15186513.705002
  nChanged 7491
		SP:Iteration 4F (28217.710000 sec): 3 clusters
  Score: Raw -15194521.291075 + Penalty 3806.973997 = -15190714.317078
  nChanged 9455
		SP:Iteration 5F (28218.860000 sec): 3 clusters
  Score: Raw -15201437.788242 + Penalty 3806.973997 = -15197630.814245
  nChanged 10586
		SP:Iteration 6F (28219.980000 sec): 3 clusters
  Score: Raw -15210837.724422 + Penalty 3806.973997 = -15207030.750425
  nChanged 9831
		SP:Iteration 7F (28221.150000 sec): 3 clusters
  Score: Raw -15220437.668677 + Penalty 3806.973997 = -15216630.694679
  nChanged 6736
		SP:Iteration 8F (28222.300000 sec): 3 clusters
  Score: Raw -15227167.062694 + Penalty 3806.973997 = -15223360.088696
  nChanged 3391
		SP:Iteration 9Q (28223.420000 sec): 3 clusters
  Score: Raw -15230577.118326 + Penalty 3806.973997 = -15226770.144328
  nChanged 1261
		SP:Iteration 10Q (28224.480000 sec): 3 clusters
  Score: Raw -15232278.863195 + Penalty 3806.973997 = -15228471.889197
  nChanged 553
		SP:Iteration 11Q (28225.540000 sec): 3 clusters
  Score: Raw -15233266.376300 + Penalty 3806.973997 = -15229459.402302
  nChanged 491
		SP:Iteration 12Q (28226.540000 sec): 3 clusters
  Score: Raw -15233745.521419 + Penalty 3806.973997 = -15229938.547422
  nChanged 346
		SP:Iteration 13Q (28227.540000 sec): 3 clusters
  Score: Raw -15233938.768086 + Penalty 3806.973997 = -15230131.794088
  nChanged 229
		SP:Iteration 14Q (28228.590000 sec): 3 clusters
  Score: Raw -15234044.077051 + Penalty 3806.973997 = -15230237.103054
  nChanged 171
		SP:Iteration 15Q (28229.600000 sec): 3 clusters
  Score: Raw -15234107.462762 + Penalty 3806.973997 = -15230300.488764
  nChanged 135
		SP:Iteration 16Q (28230.610000 sec): 3 clusters
  Score: Raw -15234157.090390 + Penalty 3806.973997 = -15230350.116392
  nChanged 125
		SP:Iteration 17Q (28231.670000 sec): 3 clusters
  Score: Raw -15234192.310614 + Penalty 3806.973997 = -15230385.336616
  nChanged 87
		SP:Iteration 18Q (28232.680000 sec): 3 clusters
  Score: Raw -15234210.437221 + Penalty 3806.973997 = -15230403.463223
  nChanged 64
		SP:Iteration 19Q (28233.690000 sec): 3 clusters
  Score: Raw -15234226.047546 + Penalty 3806.973997 = -15230419.073548
  nChanged 67
		SP:Iteration 20F (28234.850000 sec): 3 clusters
  Score: Raw -15234244.923117 + Penalty 3806.973997 = -15230437.949120
  nChanged 73
		SP:Iteration 21Q (28235.880000 sec): 3 clusters
  Score: Raw -15234258.668304 + Penalty 3806.973997 = -15230451.694306
  nChanged 51
		SP:Iteration 22Q (28236.890000 sec): 3 clusters
  Score: Raw -15234269.297035 + Penalty 3806.973997 = -15230462.323037
  nChanged 53
		SP:Iteration 23Q (28237.930000 sec): 3 clusters
  Score: Raw -15234279.007676 + Penalty 3806.973997 = -15230472.033678
  nChanged 39
		SP:Iteration 24Q (28238.960000 sec): 3 clusters
  Score: Raw -15234284.342966 + Penalty 3806.973997 = -15230477.368969
  nChanged 30
		SP:Iteration 25Q (28239.970000 sec): 3 clusters
  Score: Raw -15234288.957861 + Penalty 3806.973997 = -15230481.983863
  nChanged 38
		SP:Iteration 26Q (28241.030000 sec): 3 clusters
  Score: Raw -15234294.050098 + Penalty 3806.973997 = -15230487.076101
  nChanged 29
		SP:Iteration 27Q (28242.030000 sec): 3 clusters
  Score: Raw -15234297.615072 + Penalty 3806.973997 = -15230490.641075
  nChanged 29
		SP:Iteration 28Q (28243.040000 sec): 3 clusters
  Score: Raw -15234301.620618 + Penalty 3806.973997 = -15230494.646620
  nChanged 31
		SP:Iteration 29Q (28244.090000 sec): 3 clusters
  Score: Raw -15234304.743767 + Penalty 3806.973997 = -15230497.769770
  nChanged 23
		SP:Iteration 30Q (28245.110000 sec): 3 clusters
  Score: Raw -15234307.711078 + Penalty 3806.973997 = -15230500.737081
  nChanged 24
		SP:Iteration 31Q (28246.110000 sec): 3 clusters
  Score: Raw -15234310.372058 + Penalty 3806.973997 = -15230503.398061
  nChanged 21
		SP:Iteration 32Q (28247.170000 sec): 3 clusters
  Score: Raw -15234312.625871 + Penalty 3806.973997 = -15230505.651873
  nChanged 21
		SP:Iteration 33Q (28248.180000 sec): 3 clusters
  Score: Raw -15234315.194772 + Penalty 3806.973997 = -15230508.220774
  nChanged 25
		SP:Iteration 34Q (28249.180000 sec): 3 clusters
  Score: Raw -15234318.389961 + Penalty 3806.973997 = -15230511.415964
  nChanged 24
		SP:Iteration 35Q (28250.240000 sec): 3 clusters
  Score: Raw -15234321.362841 + Penalty 3806.973997 = -15230514.388843
  nChanged 17
		SP:Iteration 36Q (28251.250000 sec): 3 clusters
  Score: Raw -15234322.738353 + Penalty 3806.973997 = -15230515.764355
  nChanged 15
		SP:Iteration 37Q (28252.250000 sec): 3 clusters
  Score: Raw -15234323.755985 + Penalty 3806.973997 = -15230516.781987
  nChanged 15
		SP:Iteration 38Q (28253.310000 sec): 3 clusters
  Score: Raw -15234324.997313 + Penalty 3806.973997 = -15230518.023315
  nChanged 18
		SP:Iteration 39Q (28254.320000 sec): 3 clusters
  Score: Raw -15234326.528826 + Penalty 3806.973997 = -15230519.554828
  nChanged 11
		SP:Iteration 40F (28255.440000 sec): 3 clusters
  Score: Raw -15234327.600158 + Penalty 3806.973997 = -15230520.626161
  nChanged 12
		SP:Iteration 41Q (28256.440000 sec): 3 clusters
  Score: Raw -15234328.530276 + Penalty 3806.973997 = -15230521.556279
  nChanged 10
		SP:Iteration 42Q (28257.490000 sec): 3 clusters
  Score: Raw -15234329.646654 + Penalty 3806.973997 = -15230522.672657
  nChanged 11
		SP:Iteration 43Q (28258.500000 sec): 3 clusters
  Score: Raw -15234330.763683 + Penalty 3806.973997 = -15230523.789686
  nChanged 13
		SP:Iteration 44Q (28259.510000 sec): 3 clusters
  Score: Raw -15234332.282587 + Penalty 3806.973997 = -15230525.308589
  nChanged 15
		SP:Iteration 45Q (28260.550000 sec): 3 clusters
  Score: Raw -15234333.891869 + Penalty 3806.973997 = -15230526.917872
  nChanged 20
		SP:Iteration 46Q (28261.610000 sec): 3 clusters
  Score: Raw -15234336.477660 + Penalty 3806.973997 = -15230529.503662
  nChanged 22
		SP:Iteration 47Q (28262.630000 sec): 3 clusters
  Score: Raw -15234339.457532 + Penalty 3806.973997 = -15230532.483535
  nChanged 21
		SP:Iteration 48Q (28263.630000 sec): 3 clusters
  Score: Raw -15234342.261223 + Penalty 3806.973997 = -15230535.287226
  nChanged 28
		SP:Iteration 49Q (28264.690000 sec): 3 clusters
  Score: Raw -15234345.716222 + Penalty 3806.973997 = -15230538.742225
  nChanged 20
		SP:Iteration 50Q (28265.700000 sec): 3 clusters
  Score: Raw -15234347.817402 + Penalty 3806.973997 = -15230540.843404
  nChanged 17
		SP:Iteration 51Q (28266.710000 sec): 3 clusters
  Score: Raw -15234349.245471 + Penalty 3806.973997 = -15230542.271473
  nChanged 19
		SP:Iteration 52Q (28267.770000 sec): 3 clusters
  Score: Raw -15234351.790806 + Penalty 3806.973997 = -15230544.816809
  nChanged 27
		SP:Iteration 53Q (28268.780000 sec): 3 clusters
  Score: Raw -15234355.168009 + Penalty 3806.973997 = -15230548.194012
  nChanged 24
		SP:Iteration 54Q (28269.840000 sec): 3 clusters
  Score: Raw -15234358.075565 + Penalty 3806.973997 = -15230551.101568
  nChanged 25
		SP:Iteration 55Q (28270.880000 sec): 3 clusters
  Score: Raw -15234360.963904 + Penalty 3806.973997 = -15230553.989907
  nChanged 21
		SP:Iteration 56Q (28271.930000 sec): 3 clusters
  Score: Raw -15234363.054019 + Penalty 3806.973997 = -15230556.080022
  nChanged 20
		SP:Iteration 57Q (28272.940000 sec): 3 clusters
  Score: Raw -15234365.095086 + Penalty 3806.973997 = -15230558.121088
  nChanged 16
		SP:Iteration 58Q (28273.980000 sec): 3 clusters
  Score: Raw -15234366.482624 + Penalty 3806.973997 = -15230559.508626
  nChanged 15
		SP:Iteration 59Q (28275.020000 sec): 3 clusters
  Score: Raw -15234367.772503 + Penalty 3806.973997 = -15230560.798506
  nChanged 9
		SP:Iteration 60F (28276.140000 sec): 3 clusters
  Score: Raw -15234368.606012 + Penalty 3806.973997 = -15230561.632014
  nChanged 10
		SP:Iteration 61Q (28277.150000 sec): 3 clusters
  Score: Raw -15234369.695058 + Penalty 3806.973997 = -15230562.721060
  nChanged 10
		SP:Iteration 62Q (28278.210000 sec): 3 clusters
  Score: Raw -15234370.953130 + Penalty 3806.973997 = -15230563.979133
  nChanged 13
		SP:Iteration 63Q (28279.240000 sec): 3 clusters
  Score: Raw -15234372.154605 + Penalty 3806.973997 = -15230565.180608
  nChanged 15
		SP:Iteration 64Q (28280.300000 sec): 3 clusters
  Score: Raw -15234373.663029 + Penalty 3806.973997 = -15230566.689032
  nChanged 15
		SP:Iteration 65Q (28281.340000 sec): 3 clusters
  Score: Raw -15234375.363206 + Penalty 3806.973997 = -15230568.389209
  nChanged 26
		SP:Iteration 66Q (28282.390000 sec): 3 clusters
  Score: Raw -15234378.057671 + Penalty 3806.973997 = -15230571.083673
  nChanged 23
		SP:Iteration 67Q (28283.430000 sec): 3 clusters
  Score: Raw -15234381.011218 + Penalty 3806.973997 = -15230574.037220
  nChanged 24
		SP:Iteration 68Q (28284.430000 sec): 3 clusters
  Score: Raw -15234384.225573 + Penalty 3806.973997 = -15230577.251576
  nChanged 21
		SP:Iteration 69Q (28285.490000 sec): 3 clusters
  Score: Raw -15234386.042834 + Penalty 3806.973997 = -15230579.068836
  nChanged 13
		SP:Iteration 70Q (28286.500000 sec): 3 clusters
  Score: Raw -15234386.940140 + Penalty 3806.973997 = -15230579.966143
  nChanged 7
		SP:Iteration 71Q (28287.550000 sec): 3 clusters
  Score: Raw -15234387.453566 + Penalty 3806.973997 = -15230580.479568
  nChanged 7
		SP:Iteration 72Q (28288.590000 sec): 3 clusters
  Score: Raw -15234387.967219 + Penalty 3806.973997 = -15230580.993221
  nChanged 5
		SP:Iteration 73Q (28289.590000 sec): 3 clusters
  Score: Raw -15234388.362565 + Penalty 3806.973997 = -15230581.388568
  nChanged 3
		SP:Iteration 74Q (28290.650000 sec): 3 clusters
  Score: Raw -15234388.618127 + Penalty 3806.973997 = -15230581.644129
  nChanged 4
		SP:Iteration 75Q (28291.660000 sec): 3 clusters
  Score: Raw -15234388.921920 + Penalty 3806.973997 = -15230581.947922
  nChanged 2
		SP:Iteration 76Q (28292.660000 sec): 3 clusters
  Score: Raw -15234389.127435 + Penalty 3806.973997 = -15230582.153438
  nChanged 6
		SP:Iteration 77Q (28293.720000 sec): 3 clusters
  Score: Raw -15234389.924210 + Penalty 3806.973997 = -15230582.950212
  nChanged 7
		SP:Iteration 78Q (28294.750000 sec): 3 clusters
  Score: Raw -15234390.456381 + Penalty 3806.973997 = -15230583.482384
  nChanged 5
		SP:Iteration 79Q (28295.740000 sec): 3 clusters
  Score: Raw -15234390.977333 + Penalty 3806.973997 = -15230584.003336
  nChanged 9
		SP:Iteration 80F (28296.910000 sec): 3 clusters
  Score: Raw -15234391.770930 + Penalty 3806.973997 = -15230584.796932
  nChanged 7
		SP:Iteration 81Q (28297.950000 sec): 3 clusters
  Score: Raw -15234392.399046 + Penalty 3806.973997 = -15230585.425049
  nChanged 7
		SP:Iteration 82Q (28298.960000 sec): 3 clusters
  Score: Raw -15234392.904605 + Penalty 3806.973997 = -15230585.930607
  nChanged 5
		SP:Iteration 83Q (28300.010000 sec): 3 clusters
  Score: Raw -15234393.236363 + Penalty 3806.973997 = -15230586.262365
  nChanged 7
		SP:Iteration 84Q (28301.040000 sec): 3 clusters
  Score: Raw -15234393.745040 + Penalty 3806.973997 = -15230586.771042
  nChanged 6
		SP:Iteration 85Q (28302.100000 sec): 3 clusters
  Score: Raw -15234394.160599 + Penalty 3806.973997 = -15230587.186601
  nChanged 2
		SP:Iteration 86Q (28303.140000 sec): 3 clusters
  Score: Raw -15234394.275693 + Penalty 3806.973997 = -15230587.301696
  nChanged 5
		SP:Iteration 87Q (28304.170000 sec): 3 clusters
  Score: Raw -15234394.608498 + Penalty 3806.973997 = -15230587.634501
  nChanged 4
		SP:Iteration 88Q (28305.170000 sec): 3 clusters
  Score: Raw -15234394.812660 + Penalty 3806.973997 = -15230587.838663
  nChanged 5
		SP:Iteration 89Q (28306.220000 sec): 3 clusters
  Score: Raw -15234395.065180 + Penalty 3806.973997 = -15230588.091183
  nChanged 3
		SP:Iteration 90Q (28307.240000 sec): 3 clusters
  Score: Raw -15234395.134889 + Penalty 3806.973997 = -15230588.160892
  nChanged 0
		SP:Iteration 91F (28308.410000 sec): 3 clusters
  Score: Raw -15234395.134889 + Penalty 3806.973997 = -15230588.160892
  nChanged 0
  Score: Raw -119040499.403251 + Penalty 225036.684314 = -118815462.718938

Splitting cluster 5 changes total score from -118815327.063226 to -118815462.718938

 So it's getting split into cluster 100.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 6 (2519 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28613.060000 sec): 2 clusters
  Score: Raw -264860.844564 + Penalty 1272.637807 = -263588.206757
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28613.120000 sec): 3 clusters
  Score: Raw -263758.710788 + Penalty 2545.275615 = -261213.435173
  nChanged 932
		SP:Iteration 1F (28613.190000 sec): 3 clusters
  Score: Raw -264460.513199 + Penalty 2545.275615 = -261915.237584
  nChanged 253
		SP:Iteration 2F (28613.230000 sec): 3 clusters
  Score: Raw -264765.689633 + Penalty 2545.275615 = -262220.414019
  nChanged 190
		SP:Iteration 3F (28613.280000 sec): 3 clusters
  Score: Raw -264975.852882 + Penalty 2545.275615 = -262430.577268
  nChanged 165
		SP:Iteration 4F (28613.330000 sec): 3 clusters
  Score: Raw -265167.778741 + Penalty 2545.275615 = -262622.503126
  nChanged 129
		SP:Iteration 5F (28613.370000 sec): 3 clusters
  Score: Raw -265326.656671 + Penalty 2545.275615 = -262781.381056
  nChanged 124
		SP:Iteration 6Q (28613.420000 sec): 3 clusters
  Score: Raw -265456.555113 + Penalty 2545.275615 = -262911.279499
  nChanged 102
		SP:Iteration 7Q (28613.460000 sec): 3 clusters
  Score: Raw -265587.260217 + Penalty 2545.275615 = -263041.984603
  nChanged 99
		SP:Iteration 8Q (28613.510000 sec): 3 clusters
  Score: Raw -265717.633890 + Penalty 2545.275615 = -263172.358275
  nChanged 84
		SP:Iteration 9Q (28613.550000 sec): 3 clusters
  Score: Raw -265830.039852 + Penalty 2545.275615 = -263284.764237
  nChanged 64
		SP:Iteration 10Q (28613.600000 sec): 3 clusters
  Score: Raw -265893.159246 + Penalty 2545.275615 = -263347.883631
  nChanged 57
		SP:Iteration 11Q (28613.640000 sec): 3 clusters
  Score: Raw -265955.345363 + Penalty 2545.275615 = -263410.069748
  nChanged 54
		SP:Iteration 12Q (28613.680000 sec): 3 clusters
  Score: Raw -266007.359362 + Penalty 2545.275615 = -263462.083747
  nChanged 48
		SP:Iteration 13Q (28613.730000 sec): 3 clusters
  Score: Raw -266045.798296 + Penalty 2545.275615 = -263500.522681
  nChanged 33
		SP:Iteration 14Q (28613.770000 sec): 3 clusters
  Score: Raw -266078.567042 + Penalty 2545.275615 = -263533.291427
  nChanged 37
		SP:Iteration 15Q (28613.820000 sec): 3 clusters
  Score: Raw -266102.337298 + Penalty 2545.275615 = -263557.061683
  nChanged 29
		SP:Iteration 16Q (28613.860000 sec): 3 clusters
  Score: Raw -266120.601634 + Penalty 2545.275615 = -263575.326020
  nChanged 20
		SP:Iteration 17Q (28613.910000 sec): 3 clusters
  Score: Raw -266132.644166 + Penalty 2545.275615 = -263587.368551
  nChanged 14
		SP:Iteration 18Q (28613.950000 sec): 3 clusters
  Score: Raw -266145.045092 + Penalty 2545.275615 = -263599.769477
  nChanged 13
		SP:Iteration 19Q (28613.990000 sec): 3 clusters
  Score: Raw -266155.998783 + Penalty 2545.275615 = -263610.723168
  nChanged 15
		SP:Iteration 20F (28614.040000 sec): 3 clusters
  Score: Raw -266169.722438 + Penalty 2545.275615 = -263624.446823
  nChanged 12
		SP:Iteration 21Q (28614.090000 sec): 3 clusters
  Score: Raw -266179.405040 + Penalty 2545.275615 = -263634.129425
  nChanged 9
		SP:Iteration 22Q (28614.130000 sec): 3 clusters
  Score: Raw -266186.630407 + Penalty 2545.275615 = -263641.354792
  nChanged 11
		SP:Iteration 23Q (28614.170000 sec): 3 clusters
  Score: Raw -266197.415016 + Penalty 2545.275615 = -263652.139401
  nChanged 13
		SP:Iteration 24Q (28614.220000 sec): 3 clusters
  Score: Raw -266208.877878 + Penalty 2545.275615 = -263663.602263
  nChanged 15
		SP:Iteration 25Q (28614.260000 sec): 3 clusters
  Score: Raw -266219.310813 + Penalty 2545.275615 = -263674.035198
  nChanged 10
		SP:Iteration 26Q (28614.310000 sec): 3 clusters
  Score: Raw -266225.123538 + Penalty 2545.275615 = -263679.847923
  nChanged 7
		SP:Iteration 27Q (28614.360000 sec): 3 clusters
  Score: Raw -266227.599188 + Penalty 2545.275615 = -263682.323573
  nChanged 2
		SP:Iteration 28Q (28614.400000 sec): 3 clusters
  Score: Raw -266228.907222 + Penalty 2545.275615 = -263683.631607
  nChanged 2
		SP:Iteration 29Q (28614.450000 sec): 3 clusters
  Score: Raw -266229.270269 + Penalty 2545.275615 = -263683.994654
  nChanged 0
		SP:Iteration 30F (28614.490000 sec): 3 clusters
  Score: Raw -266229.270269 + Penalty 2545.275615 = -263683.994654
  nChanged 0
  Score: Raw -119041867.828957 + Penalty 227287.051157 = -118814580.777800

Splitting cluster 6 changes total score from -118815327.063226 to -118814580.777800

 So it's not getting split.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 7 (9755 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28919.660000 sec): 2 clusters
  Score: Raw -1134279.993102 + Penalty 1492.649479 = -1132787.343624
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28919.820000 sec): 3 clusters
  Score: Raw -1128741.699729 + Penalty 2985.298957 = -1125756.400772
  nChanged 4251
		SP:Iteration 1F (28919.960000 sec): 3 clusters
  Score: Raw -1131089.702159 + Penalty 2985.298957 = -1128104.403201
  nChanged 625
		SP:Iteration 2F (28920.110000 sec): 3 clusters
  Score: Raw -1131402.194399 + Penalty 2985.298957 = -1128416.895441
  nChanged 583
		SP:Iteration 3F (28920.270000 sec): 3 clusters
  Score: Raw -1131730.804588 + Penalty 2985.298957 = -1128745.505631
  nChanged 614
		SP:Iteration 4F (28920.410000 sec): 3 clusters
  Score: Raw -1132132.944595 + Penalty 2985.298957 = -1129147.645638
  nChanged 609
		SP:Iteration 5F (28920.570000 sec): 3 clusters
  Score: Raw -1132564.460736 + Penalty 2985.298957 = -1129579.161779
  nChanged 620
		SP:Iteration 6F (28920.720000 sec): 3 clusters
  Score: Raw -1132991.689466 + Penalty 2985.298957 = -1130006.390508
  nChanged 524
		SP:Iteration 7F (28920.860000 sec): 3 clusters
  Score: Raw -1133396.101228 + Penalty 2985.298957 = -1130410.802271
  nChanged 493
		SP:Iteration 8F (28921.010000 sec): 3 clusters
  Score: Raw -1133816.414800 + Penalty 2985.298957 = -1130831.115843
  nChanged 512
		SP:Iteration 9F (28921.170000 sec): 3 clusters
  Score: Raw -1134277.937378 + Penalty 2985.298957 = -1131292.638421
  nChanged 408
		SP:Iteration 10Q (28921.320000 sec): 3 clusters
  Score: Raw -1134593.351638 + Penalty 2985.298957 = -1131608.052681
  nChanged 327
		SP:Iteration 11Q (28921.470000 sec): 3 clusters
  Score: Raw -1134807.032913 + Penalty 2985.298957 = -1131821.733956
  nChanged 232
		SP:Iteration 12Q (28921.640000 sec): 3 clusters
  Score: Raw -1134918.319005 + Penalty 2985.298957 = -1131933.020048
  nChanged 172
		SP:Iteration 13Q (28921.790000 sec): 3 clusters
  Score: Raw -1134977.578547 + Penalty 2985.298957 = -1131992.279590
  nChanged 128
		SP:Iteration 14Q (28921.930000 sec): 3 clusters
  Score: Raw -1135020.018141 + Penalty 2985.298957 = -1132034.719184
  nChanged 117
		SP:Iteration 15Q (28922.110000 sec): 3 clusters
  Score: Raw -1135048.583044 + Penalty 2985.298957 = -1132063.284086
  nChanged 72
		SP:Iteration 16Q (28922.260000 sec): 3 clusters
  Score: Raw -1135062.293131 + Penalty 2985.298957 = -1132076.994174
  nChanged 57
		SP:Iteration 17Q (28922.390000 sec): 3 clusters
  Score: Raw -1135072.830086 + Penalty 2985.298957 = -1132087.531129
  nChanged 44
		SP:Iteration 18Q (28922.550000 sec): 3 clusters
  Score: Raw -1135080.772383 + Penalty 2985.298957 = -1132095.473425
  nChanged 42
		SP:Iteration 19Q (28922.720000 sec): 3 clusters
  Score: Raw -1135087.402591 + Penalty 2985.298957 = -1132102.103634
  nChanged 33
		SP:Iteration 20F (28922.860000 sec): 3 clusters
  Score: Raw -1135092.599028 + Penalty 2985.298957 = -1132107.300070
  nChanged 27
		SP:Iteration 21Q (28923.010000 sec): 3 clusters
  Score: Raw -1135095.716313 + Penalty 2985.298957 = -1132110.417356
  nChanged 17
		SP:Iteration 22Q (28923.170000 sec): 3 clusters
  Score: Raw -1135098.147177 + Penalty 2985.298957 = -1132112.848220
  nChanged 15
		SP:Iteration 23Q (28923.320000 sec): 3 clusters
  Score: Raw -1135100.236498 + Penalty 2985.298957 = -1132114.937541
  nChanged 18
		SP:Iteration 24Q (28923.460000 sec): 3 clusters
  Score: Raw -1135103.794797 + Penalty 2985.298957 = -1132118.495840
  nChanged 21
		SP:Iteration 25Q (28923.630000 sec): 3 clusters
  Score: Raw -1135107.245407 + Penalty 2985.298957 = -1132121.946450
  nChanged 14
		SP:Iteration 26Q (28923.800000 sec): 3 clusters
  Score: Raw -1135109.152174 + Penalty 2985.298957 = -1132123.853217
  nChanged 20
		SP:Iteration 27Q (28923.940000 sec): 3 clusters
  Score: Raw -1135111.397946 + Penalty 2985.298957 = -1132126.098989
  nChanged 9
		SP:Iteration 28Q (28924.090000 sec): 3 clusters
  Score: Raw -1135112.375531 + Penalty 2985.298957 = -1132127.076573
  nChanged 10
		SP:Iteration 29Q (28924.270000 sec): 3 clusters
  Score: Raw -1135113.835234 + Penalty 2985.298957 = -1132128.536276
  nChanged 5
		SP:Iteration 30Q (28924.410000 sec): 3 clusters
  Score: Raw -1135114.440831 + Penalty 2985.298957 = -1132129.141874
  nChanged 6
		SP:Iteration 31Q (28924.560000 sec): 3 clusters
  Score: Raw -1135115.050350 + Penalty 2985.298957 = -1132129.751393
  nChanged 8
		SP:Iteration 32Q (28924.730000 sec): 3 clusters
  Score: Raw -1135115.958368 + Penalty 2985.298957 = -1132130.659411
  nChanged 3
		SP:Iteration 33Q (28924.890000 sec): 3 clusters
  Score: Raw -1135116.136394 + Penalty 2985.298957 = -1132130.837437
  nChanged 0
		SP:Iteration 34F (28925.030000 sec): 3 clusters
  Score: Raw -1135116.136394 + Penalty 2985.298957 = -1132130.837437
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 8 (12983 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28925.170000 sec): 2 clusters
  Score: Raw -1462207.639128 + Penalty 1539.101864 = -1460668.537263
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28925.350000 sec): 3 clusters
  Score: Raw -1454636.053984 + Penalty 3078.203729 = -1451557.850255
  nChanged 5792
		SP:Iteration 1F (28925.550000 sec): 3 clusters
  Score: Raw -1457755.896981 + Penalty 3078.203729 = -1454677.693252
  nChanged 713
		SP:Iteration 2F (28925.710000 sec): 3 clusters
  Score: Raw -1458093.771821 + Penalty 3078.203729 = -1455015.568092
  nChanged 696
		SP:Iteration 3F (28925.880000 sec): 3 clusters
  Score: Raw -1458441.026929 + Penalty 3078.203729 = -1455362.823200
  nChanged 680
		SP:Iteration 4F (28926.080000 sec): 3 clusters
  Score: Raw -1458859.350916 + Penalty 3078.203729 = -1455781.147187
  nChanged 737
		SP:Iteration 5F (28926.240000 sec): 3 clusters
  Score: Raw -1459374.098610 + Penalty 3078.203729 = -1456295.894881
  nChanged 760
		SP:Iteration 6F (28926.410000 sec): 3 clusters
  Score: Raw -1459932.254710 + Penalty 3078.203729 = -1456854.050982
  nChanged 700
		SP:Iteration 7F (28926.610000 sec): 3 clusters
  Score: Raw -1460453.308348 + Penalty 3078.203729 = -1457375.104619
  nChanged 628
		SP:Iteration 8Q (28926.770000 sec): 3 clusters
  Score: Raw -1460948.695490 + Penalty 3078.203729 = -1457870.491761
  nChanged 541
		SP:Iteration 9Q (28926.940000 sec): 3 clusters
  Score: Raw -1461385.953692 + Penalty 3078.203729 = -1458307.749963
  nChanged 454
		SP:Iteration 10Q (28927.140000 sec): 3 clusters
  Score: Raw -1461753.115556 + Penalty 3078.203729 = -1458674.911827
  nChanged 342
		SP:Iteration 11Q (28927.290000 sec): 3 clusters
  Score: Raw -1461960.730830 + Penalty 3078.203729 = -1458882.527102
  nChanged 258
		SP:Iteration 12Q (28927.460000 sec): 3 clusters
  Score: Raw -1462119.380701 + Penalty 3078.203729 = -1459041.176972
  nChanged 223
		SP:Iteration 13Q (28927.650000 sec): 3 clusters
  Score: Raw -1462247.370452 + Penalty 3078.203729 = -1459169.166723
  nChanged 202
		SP:Iteration 14Q (28927.810000 sec): 3 clusters
  Score: Raw -1462350.044399 + Penalty 3078.203729 = -1459271.840671
  nChanged 165
		SP:Iteration 15Q (28927.970000 sec): 3 clusters
  Score: Raw -1462425.416870 + Penalty 3078.203729 = -1459347.213141
  nChanged 159
		SP:Iteration 16Q (28928.190000 sec): 3 clusters
  Score: Raw -1462491.251281 + Penalty 3078.203729 = -1459413.047552
  nChanged 130
		SP:Iteration 17Q (28928.350000 sec): 3 clusters
  Score: Raw -1462544.109383 + Penalty 3078.203729 = -1459465.905655
  nChanged 118
		SP:Iteration 18Q (28928.530000 sec): 3 clusters
  Score: Raw -1462600.852360 + Penalty 3078.203729 = -1459522.648631
  nChanged 116
		SP:Iteration 19Q (28928.690000 sec): 3 clusters
  Score: Raw -1462645.273212 + Penalty 3078.203729 = -1459567.069483
  nChanged 92
		SP:Iteration 20F (28928.860000 sec): 3 clusters
  Score: Raw -1462679.329574 + Penalty 3078.203729 = -1459601.125845
  nChanged 75
		SP:Iteration 21Q (28929.050000 sec): 3 clusters
  Score: Raw -1462704.010229 + Penalty 3078.203729 = -1459625.806500
  nChanged 65
		SP:Iteration 22Q (28929.210000 sec): 3 clusters
  Score: Raw -1462726.401224 + Penalty 3078.203729 = -1459648.197495
  nChanged 60
		SP:Iteration 23Q (28929.370000 sec): 3 clusters
  Score: Raw -1462748.311563 + Penalty 3078.203729 = -1459670.107834
  nChanged 60
		SP:Iteration 24Q (28929.580000 sec): 3 clusters
  Score: Raw -1462768.914747 + Penalty 3078.203729 = -1459690.711018
  nChanged 50
		SP:Iteration 25Q (28929.740000 sec): 3 clusters
  Score: Raw -1462791.939404 + Penalty 3078.203729 = -1459713.735675
  nChanged 58
		SP:Iteration 26Q (28929.930000 sec): 3 clusters
  Score: Raw -1462808.544656 + Penalty 3078.203729 = -1459730.340928
  nChanged 41
		SP:Iteration 27Q (28930.100000 sec): 3 clusters
  Score: Raw -1462822.925816 + Penalty 3078.203729 = -1459744.722087
  nChanged 43
		SP:Iteration 28Q (28930.260000 sec): 3 clusters
  Score: Raw -1462837.311595 + Penalty 3078.203729 = -1459759.107866
  nChanged 36
		SP:Iteration 29Q (28930.450000 sec): 3 clusters
  Score: Raw -1462847.840427 + Penalty 3078.203729 = -1459769.636698
  nChanged 33
		SP:Iteration 30Q (28930.610000 sec): 3 clusters
  Score: Raw -1462855.485129 + Penalty 3078.203729 = -1459777.281400
  nChanged 25
		SP:Iteration 31Q (28930.770000 sec): 3 clusters
  Score: Raw -1462860.959731 + Penalty 3078.203729 = -1459782.756002
  nChanged 15
		SP:Iteration 32Q (28930.980000 sec): 3 clusters
  Score: Raw -1462864.593993 + Penalty 3078.203729 = -1459786.390264
  nChanged 19
		SP:Iteration 33Q (28931.140000 sec): 3 clusters
  Score: Raw -1462868.685602 + Penalty 3078.203729 = -1459790.481873
  nChanged 11
		SP:Iteration 34Q (28931.320000 sec): 3 clusters
  Score: Raw -1462872.278654 + Penalty 3078.203729 = -1459794.074925
  nChanged 15
		SP:Iteration 35Q (28931.500000 sec): 3 clusters
  Score: Raw -1462875.720178 + Penalty 3078.203729 = -1459797.516449
  nChanged 13
		SP:Iteration 36Q (28931.670000 sec): 3 clusters
  Score: Raw -1462878.207992 + Penalty 3078.203729 = -1459800.004263
  nChanged 14
		SP:Iteration 37Q (28931.850000 sec): 3 clusters
  Score: Raw -1462880.570812 + Penalty 3078.203729 = -1459802.367084
  nChanged 9
		SP:Iteration 38Q (28932.030000 sec): 3 clusters
  Score: Raw -1462882.650128 + Penalty 3078.203729 = -1459804.446399
  nChanged 12
		SP:Iteration 39Q (28932.190000 sec): 3 clusters
  Score: Raw -1462885.914347 + Penalty 3078.203729 = -1459807.710618
  nChanged 14
		SP:Iteration 40F (28932.390000 sec): 3 clusters
  Score: Raw -1462889.495658 + Penalty 3078.203729 = -1459811.291929
  nChanged 8
		SP:Iteration 41Q (28932.550000 sec): 3 clusters
  Score: Raw -1462890.835344 + Penalty 3078.203729 = -1459812.631616
  nChanged 6
		SP:Iteration 42Q (28932.710000 sec): 3 clusters
  Score: Raw -1462891.880958 + Penalty 3078.203729 = -1459813.677230
  nChanged 3
		SP:Iteration 43Q (28932.910000 sec): 3 clusters
  Score: Raw -1462892.536858 + Penalty 3078.203729 = -1459814.333129
  nChanged 4
		SP:Iteration 44Q (28933.070000 sec): 3 clusters
  Score: Raw -1462893.137349 + Penalty 3078.203729 = -1459814.933620
  nChanged 3
		SP:Iteration 45Q (28933.260000 sec): 3 clusters
  Score: Raw -1462893.588112 + Penalty 3078.203729 = -1459815.384383
  nChanged 0
		SP:Iteration 46F (28933.450000 sec): 3 clusters
  Score: Raw -1462893.588112 + Penalty 3078.203729 = -1459815.384383
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 9 (6733 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28933.560000 sec): 2 clusters
  Score: Raw -758046.346881 + Penalty 1432.401114 = -756613.945767
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28933.680000 sec): 3 clusters
  Score: Raw -754362.049771 + Penalty 2864.802229 = -751497.247542
  nChanged 2830
		SP:Iteration 1F (28933.780000 sec): 3 clusters
  Score: Raw -755939.872844 + Penalty 2864.802229 = -753075.070615
  nChanged 479
		SP:Iteration 2F (28933.890000 sec): 3 clusters
  Score: Raw -756215.522201 + Penalty 2864.802229 = -753350.719972
  nChanged 384
		SP:Iteration 3F (28933.990000 sec): 3 clusters
  Score: Raw -756421.296198 + Penalty 2864.802229 = -753556.493969
  nChanged 325
		SP:Iteration 4Q (28934.100000 sec): 3 clusters
  Score: Raw -756597.474113 + Penalty 2864.802229 = -753732.671885
  nChanged 310
		SP:Iteration 5Q (28934.200000 sec): 3 clusters
  Score: Raw -756772.647788 + Penalty 2864.802229 = -753907.845559
  nChanged 268
		SP:Iteration 6Q (28934.300000 sec): 3 clusters
  Score: Raw -756910.908303 + Penalty 2864.802229 = -754046.106074
  nChanged 237
		SP:Iteration 7Q (28934.410000 sec): 3 clusters
  Score: Raw -757046.484641 + Penalty 2864.802229 = -754181.682412
  nChanged 278
		SP:Iteration 8Q (28934.520000 sec): 3 clusters
  Score: Raw -757221.376184 + Penalty 2864.802229 = -754356.573955
  nChanged 256
		SP:Iteration 9Q (28934.630000 sec): 3 clusters
  Score: Raw -757394.220296 + Penalty 2864.802229 = -754529.418067
  nChanged 256
		SP:Iteration 10Q (28934.730000 sec): 3 clusters
  Score: Raw -757552.338449 + Penalty 2864.802229 = -754687.536220
  nChanged 226
		SP:Iteration 11Q (28934.840000 sec): 3 clusters
  Score: Raw -757707.483464 + Penalty 2864.802229 = -754842.681236
  nChanged 212
		SP:Iteration 12Q (28934.950000 sec): 3 clusters
  Score: Raw -757868.577309 + Penalty 2864.802229 = -755003.775080
  nChanged 221
		SP:Iteration 13Q (28935.060000 sec): 3 clusters
  Score: Raw -758035.313324 + Penalty 2864.802229 = -755170.511095
  nChanged 193
		SP:Iteration 14Q (28935.160000 sec): 3 clusters
  Score: Raw -758187.119310 + Penalty 2864.802229 = -755322.317081
  nChanged 167
		SP:Iteration 15Q (28935.270000 sec): 3 clusters
  Score: Raw -758322.572903 + Penalty 2864.802229 = -755457.770675
  nChanged 149
		SP:Iteration 16Q (28935.380000 sec): 3 clusters
  Score: Raw -758469.210275 + Penalty 2864.802229 = -755604.408046
  nChanged 143
		SP:Iteration 17Q (28935.480000 sec): 3 clusters
  Score: Raw -758621.039532 + Penalty 2864.802229 = -755756.237303
  nChanged 131
		SP:Iteration 18Q (28935.590000 sec): 3 clusters
  Score: Raw -758786.212448 + Penalty 2864.802229 = -755921.410219
  nChanged 126
		SP:Iteration 19Q (28935.690000 sec): 3 clusters
  Score: Raw -758934.627608 + Penalty 2864.802229 = -756069.825379
  nChanged 118
		SP:Iteration 20F (28935.800000 sec): 3 clusters
  Score: Raw -759066.822571 + Penalty 2864.802229 = -756202.020342
  nChanged 114
		SP:Iteration 21Q (28935.900000 sec): 3 clusters
  Score: Raw -759211.848877 + Penalty 2864.802229 = -756347.046648
  nChanged 113
		SP:Iteration 22Q (28936.010000 sec): 3 clusters
  Score: Raw -759365.904517 + Penalty 2864.802229 = -756501.102288
  nChanged 105
		SP:Iteration 23Q (28936.120000 sec): 3 clusters
  Score: Raw -759492.049614 + Penalty 2864.802229 = -756627.247385
  nChanged 109
		SP:Iteration 24Q (28936.220000 sec): 3 clusters
  Score: Raw -759611.598989 + Penalty 2864.802229 = -756746.796761
  nChanged 91
		SP:Iteration 25Q (28936.330000 sec): 3 clusters
  Score: Raw -759671.329141 + Penalty 2864.802229 = -756806.526912
  nChanged 48
		SP:Iteration 26Q (28936.440000 sec): 3 clusters
  Score: Raw -759697.667112 + Penalty 2864.802229 = -756832.864883
  nChanged 38
		SP:Iteration 27Q (28936.640000 sec): 3 clusters
  Score: Raw -759711.171800 + Penalty 2864.802229 = -756846.369571
  nChanged 24
		SP:Iteration 28Q (28936.720000 sec): 3 clusters
  Score: Raw -759719.706020 + Penalty 2864.802229 = -756854.903791
  nChanged 21
		SP:Iteration 29Q (28936.820000 sec): 3 clusters
  Score: Raw -759727.095827 + Penalty 2864.802229 = -756862.293598
  nChanged 18
		SP:Iteration 30Q (28936.940000 sec): 3 clusters
  Score: Raw -759733.338890 + Penalty 2864.802229 = -756868.536661
  nChanged 13
		SP:Iteration 31Q (28937.040000 sec): 3 clusters
  Score: Raw -759735.749993 + Penalty 2864.802229 = -756870.947764
  nChanged 10
		SP:Iteration 32Q (28937.160000 sec): 3 clusters
  Score: Raw -759738.490463 + Penalty 2864.802229 = -756873.688234
  nChanged 9
		SP:Iteration 33Q (28937.270000 sec): 3 clusters
  Score: Raw -759740.909498 + Penalty 2864.802229 = -756876.107269
  nChanged 9
		SP:Iteration 34Q (28937.380000 sec): 3 clusters
  Score: Raw -759742.969798 + Penalty 2864.802229 = -756878.167569
  nChanged 9
		SP:Iteration 35Q (28937.490000 sec): 3 clusters
  Score: Raw -759745.824295 + Penalty 2864.802229 = -756881.022066
  nChanged 6
		SP:Iteration 36Q (28937.600000 sec): 3 clusters
  Score: Raw -759746.756197 + Penalty 2864.802229 = -756881.953969
  nChanged 5
		SP:Iteration 37Q (28937.710000 sec): 3 clusters
  Score: Raw -759747.635988 + Penalty 2864.802229 = -756882.833759
  nChanged 3
		SP:Iteration 38Q (28937.820000 sec): 3 clusters
  Score: Raw -759748.444411 + Penalty 2864.802229 = -756883.642182
  nChanged 5
		SP:Iteration 39Q (28937.930000 sec): 3 clusters
  Score: Raw -759749.379140 + Penalty 2864.802229 = -756884.576911
  nChanged 1
		SP:Iteration 40F (28938.050000 sec): 3 clusters
  Score: Raw -759751.643131 + Penalty 2864.802229 = -756886.840903
  nChanged 2
		SP:Iteration 41Q (28938.160000 sec): 3 clusters
  Score: Raw -759752.761810 + Penalty 2864.802229 = -756887.959581
  nChanged 2
		SP:Iteration 42Q (28938.270000 sec): 3 clusters
  Score: Raw -759753.113514 + Penalty 2864.802229 = -756888.311285
  nChanged 1
		SP:Iteration 43Q (28938.380000 sec): 3 clusters
  Score: Raw -759753.264639 + Penalty 2864.802229 = -756888.462410
  nChanged 0
		SP:Iteration 44F (28938.500000 sec): 3 clusters
  Score: Raw -759753.264639 + Penalty 2864.802229 = -756888.462410
  nChanged 0
  Score: Raw -119042206.321009 + Penalty 227287.051157 = -118814919.269852

Splitting cluster 9 changes total score from -118815327.063226 to -118814919.269852

 So it's not getting split.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 10 (8358 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29243.740000 sec): 2 clusters
  Score: Raw -1020621.345660 + Penalty 1467.533347 = -1019153.812313
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29243.900000 sec): 3 clusters
  Score: Raw -1015936.451210 + Penalty 2935.066694 = -1013001.384516
  nChanged 3635
		SP:Iteration 1F (29244.020000 sec): 3 clusters
  Score: Raw -1017963.775986 + Penalty 2935.066694 = -1015028.709292
  nChanged 617
		SP:Iteration 2F (29244.150000 sec): 3 clusters
  Score: Raw -1018314.915844 + Penalty 2935.066694 = -1015379.849150
  nChanged 522
		SP:Iteration 3F (29244.280000 sec): 3 clusters
  Score: Raw -1018589.980078 + Penalty 2935.066694 = -1015654.913384
  nChanged 439
		SP:Iteration 4F (29244.410000 sec): 3 clusters
  Score: Raw -1018833.280826 + Penalty 2935.066694 = -1015898.214132
  nChanged 429
		SP:Iteration 5F (29244.540000 sec): 3 clusters
  Score: Raw -1019117.083695 + Penalty 2935.066694 = -1016182.017002
  nChanged 453
		SP:Iteration 6F (29244.660000 sec): 3 clusters
  Score: Raw -1019405.322231 + Penalty 2935.066694 = -1016470.255537
  nChanged 459
		SP:Iteration 7F (29244.780000 sec): 3 clusters
  Score: Raw -1019672.442317 + Penalty 2935.066694 = -1016737.375623
  nChanged 381
		SP:Iteration 8Q (29244.900000 sec): 3 clusters
  Score: Raw -1019892.837233 + Penalty 2935.066694 = -1016957.770539
  nChanged 326
		SP:Iteration 9Q (29245.020000 sec): 3 clusters
  Score: Raw -1020049.504777 + Penalty 2935.066694 = -1017114.438083
  nChanged 279
		SP:Iteration 10Q (29245.140000 sec): 3 clusters
  Score: Raw -1020167.270926 + Penalty 2935.066694 = -1017232.204232
  nChanged 225
		SP:Iteration 11Q (29245.270000 sec): 3 clusters
  Score: Raw -1020251.762778 + Penalty 2935.066694 = -1017316.696084
  nChanged 179
		SP:Iteration 12Q (29245.400000 sec): 3 clusters
  Score: Raw -1020308.477402 + Penalty 2935.066694 = -1017373.410709
  nChanged 127
		SP:Iteration 13Q (29245.530000 sec): 3 clusters
  Score: Raw -1020349.186814 + Penalty 2935.066694 = -1017414.120120
  nChanged 114
		SP:Iteration 14Q (29245.660000 sec): 3 clusters
  Score: Raw -1020388.521173 + Penalty 2935.066694 = -1017453.454479
  nChanged 117
		SP:Iteration 15Q (29245.790000 sec): 3 clusters
  Score: Raw -1020425.893296 + Penalty 2935.066694 = -1017490.826602
  nChanged 92
		SP:Iteration 16Q (29245.920000 sec): 3 clusters
  Score: Raw -1020456.216941 + Penalty 2935.066694 = -1017521.150247
  nChanged 81
		SP:Iteration 17Q (29246.050000 sec): 3 clusters
  Score: Raw -1020481.188223 + Penalty 2935.066694 = -1017546.121529
  nChanged 80
		SP:Iteration 18Q (29246.180000 sec): 3 clusters
  Score: Raw -1020505.599544 + Penalty 2935.066694 = -1017570.532850
  nChanged 67
		SP:Iteration 19Q (29246.300000 sec): 3 clusters
  Score: Raw -1020530.279011 + Penalty 2935.066694 = -1017595.212317
  nChanged 70
		SP:Iteration 20F (29246.430000 sec): 3 clusters
  Score: Raw -1020554.018357 + Penalty 2935.066694 = -1017618.951663
  nChanged 75
		SP:Iteration 21Q (29246.560000 sec): 3 clusters
  Score: Raw -1020580.869665 + Penalty 2935.066694 = -1017645.802971
  nChanged 88
		SP:Iteration 22Q (29246.690000 sec): 3 clusters
  Score: Raw -1020613.294592 + Penalty 2935.066694 = -1017678.227899
  nChanged 82
		SP:Iteration 23Q (29246.820000 sec): 3 clusters
  Score: Raw -1020637.809553 + Penalty 2935.066694 = -1017702.742859
  nChanged 68
		SP:Iteration 24Q (29246.940000 sec): 3 clusters
  Score: Raw -1020657.538262 + Penalty 2935.066694 = -1017722.471568
  nChanged 65
		SP:Iteration 25Q (29247.060000 sec): 3 clusters
  Score: Raw -1020679.444756 + Penalty 2935.066694 = -1017744.378062
  nChanged 80
		SP:Iteration 26Q (29247.180000 sec): 3 clusters
  Score: Raw -1020713.110498 + Penalty 2935.066694 = -1017778.043804
  nChanged 82
		SP:Iteration 27Q (29247.300000 sec): 3 clusters
  Score: Raw -1020754.592600 + Penalty 2935.066694 = -1017819.525906
  nChanged 92
		SP:Iteration 28Q (29247.430000 sec): 3 clusters
  Score: Raw -1020798.484145 + Penalty 2935.066694 = -1017863.417451
  nChanged 105
		SP:Iteration 29Q (29247.550000 sec): 3 clusters
  Score: Raw -1020849.911763 + Penalty 2935.066694 = -1017914.845069
  nChanged 112
		SP:Iteration 30Q (29247.680000 sec): 3 clusters
  Score: Raw -1020905.739401 + Penalty 2935.066694 = -1017970.672707
  nChanged 90
		SP:Iteration 31Q (29247.810000 sec): 3 clusters
  Score: Raw -1020945.967081 + Penalty 2935.066694 = -1018010.900387
  nChanged 86
		SP:Iteration 32Q (29247.930000 sec): 3 clusters
  Score: Raw -1020980.022758 + Penalty 2935.066694 = -1018044.956064
  nChanged 68
		SP:Iteration 33Q (29248.070000 sec): 3 clusters
  Score: Raw -1021010.037840 + Penalty 2935.066694 = -1018074.971146
  nChanged 61
		SP:Iteration 34Q (29248.190000 sec): 3 clusters
  Score: Raw -1021028.653023 + Penalty 2935.066694 = -1018093.586329
  nChanged 45
		SP:Iteration 35Q (29248.310000 sec): 3 clusters
  Score: Raw -1021043.837893 + Penalty 2935.066694 = -1018108.771200
  nChanged 47
		SP:Iteration 36Q (29248.440000 sec): 3 clusters
  Score: Raw -1021059.771151 + Penalty 2935.066694 = -1018124.704457
  nChanged 43
		SP:Iteration 37Q (29248.570000 sec): 3 clusters
  Score: Raw -1021073.085729 + Penalty 2935.066694 = -1018138.019035
  nChanged 40
		SP:Iteration 38Q (29248.690000 sec): 3 clusters
  Score: Raw -1021090.148922 + Penalty 2935.066694 = -1018155.082228
  nChanged 30
		SP:Iteration 39Q (29248.810000 sec): 3 clusters
  Score: Raw -1021099.703166 + Penalty 2935.066694 = -1018164.636472
  nChanged 31
		SP:Iteration 40F (29248.940000 sec): 3 clusters
  Score: Raw -1021108.125663 + Penalty 2935.066694 = -1018173.058969
  nChanged 23
		SP:Iteration 41Q (29249.070000 sec): 3 clusters
  Score: Raw -1021114.426465 + Penalty 2935.066694 = -1018179.359771
  nChanged 22
		SP:Iteration 42Q (29249.190000 sec): 3 clusters
  Score: Raw -1021123.315886 + Penalty 2935.066694 = -1018188.249192
  nChanged 33
		SP:Iteration 43Q (29249.310000 sec): 3 clusters
  Score: Raw -1021133.219074 + Penalty 2935.066694 = -1018198.152380
  nChanged 23
		SP:Iteration 44Q (29249.440000 sec): 3 clusters
  Score: Raw -1021139.479424 + Penalty 2935.066694 = -1018204.412730
  nChanged 15
		SP:Iteration 45Q (29249.560000 sec): 3 clusters
  Score: Raw -1021143.774009 + Penalty 2935.066694 = -1018208.707315
  nChanged 19
		SP:Iteration 46Q (29249.690000 sec): 3 clusters
  Score: Raw -1021148.309533 + Penalty 2935.066694 = -1018213.242839
  nChanged 13
		SP:Iteration 47Q (29249.810000 sec): 3 clusters
  Score: Raw -1021150.910309 + Penalty 2935.066694 = -1018215.843615
  nChanged 16
		SP:Iteration 48Q (29249.920000 sec): 3 clusters
  Score: Raw -1021153.970483 + Penalty 2935.066694 = -1018218.903789
  nChanged 15
		SP:Iteration 49Q (29250.040000 sec): 3 clusters
  Score: Raw -1021158.010878 + Penalty 2935.066694 = -1018222.944184
  nChanged 11
		SP:Iteration 50Q (29250.160000 sec): 3 clusters
  Score: Raw -1021160.769689 + Penalty 2935.066694 = -1018225.702995
  nChanged 10
		SP:Iteration 51Q (29250.270000 sec): 3 clusters
  Score: Raw -1021162.847239 + Penalty 2935.066694 = -1018227.780545
  nChanged 4
		SP:Iteration 52Q (29250.390000 sec): 3 clusters
  Score: Raw -1021163.341211 + Penalty 2935.066694 = -1018228.274517
  nChanged 1
		SP:Iteration 53Q (29250.500000 sec): 3 clusters
  Score: Raw -1021163.632911 + Penalty 2935.066694 = -1018228.566217
  nChanged 2
		SP:Iteration 54Q (29250.620000 sec): 3 clusters
  Score: Raw -1021164.293685 + Penalty 2935.066694 = -1018229.226991
  nChanged 3
		SP:Iteration 55Q (29250.730000 sec): 3 clusters
  Score: Raw -1021165.153664 + Penalty 2935.066694 = -1018230.086970
  nChanged 1
		SP:Iteration 56Q (29250.850000 sec): 3 clusters
  Score: Raw -1021165.320376 + Penalty 2935.066694 = -1018230.253682
  nChanged 2
		SP:Iteration 57Q (29250.960000 sec): 3 clusters
  Score: Raw -1021165.457136 + Penalty 2935.066694 = -1018230.390442
  nChanged 1
		SP:Iteration 58Q (29251.090000 sec): 3 clusters
  Score: Raw -1021165.522981 + Penalty 2935.066694 = -1018230.456287
  nChanged 1
		SP:Iteration 59Q (29251.200000 sec): 3 clusters
  Score: Raw -1021165.769744 + Penalty 2935.066694 = -1018230.703050
  nChanged 2
		SP:Iteration 60F (29251.320000 sec): 3 clusters
  Score: Raw -1021166.077554 + Penalty 2935.066694 = -1018231.010860
  nChanged 2
		SP:Iteration 61Q (29251.440000 sec): 3 clusters
  Score: Raw -1021166.383043 + Penalty 2935.066694 = -1018231.316349
  nChanged 1
		SP:Iteration 62Q (29251.560000 sec): 3 clusters
  Score: Raw -1021166.678732 + Penalty 2935.066694 = -1018231.612038
  nChanged 1
		SP:Iteration 63Q (29251.670000 sec): 3 clusters
  Score: Raw -1021166.846450 + Penalty 2935.066694 = -1018231.779756
  nChanged 2
		SP:Iteration 64Q (29251.780000 sec): 3 clusters
  Score: Raw -1021166.959595 + Penalty 2935.066694 = -1018231.892901
  nChanged 1
		SP:Iteration 65Q (29251.900000 sec): 3 clusters
  Score: Raw -1021167.061042 + Penalty 2935.066694 = -1018231.994348
  nChanged 0
		SP:Iteration 66F (29252.020000 sec): 3 clusters
  Score: Raw -1021167.061042 + Penalty 2935.066694 = -1018231.994348
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 11 (15179 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29252.160000 sec): 2 clusters
  Score: Raw -1853882.794353 + Penalty 1564.496078 = -1852318.298275
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29252.380000 sec): 3 clusters
  Score: Raw -1844970.060658 + Penalty 3128.992156 = -1841841.068502
  nChanged 6744
		SP:Iteration 1F (29252.590000 sec): 3 clusters
  Score: Raw -1848874.771230 + Penalty 3128.992156 = -1845745.779074
  nChanged 1109
		SP:Iteration 2F (29252.760000 sec): 3 clusters
  Score: Raw -1849547.533685 + Penalty 3128.992156 = -1846418.541529
  nChanged 1146
		SP:Iteration 3F (29252.960000 sec): 3 clusters
  Score: Raw -1850313.634854 + Penalty 3128.992156 = -1847184.642698
  nChanged 1089
		SP:Iteration 4F (29253.140000 sec): 3 clusters
  Score: Raw -1851096.804049 + Penalty 3128.992156 = -1847967.811893
  nChanged 986
		SP:Iteration 5F (29253.330000 sec): 3 clusters
  Score: Raw -1851759.304602 + Penalty 3128.992156 = -1848630.312446
  nChanged 804
		SP:Iteration 6F (29253.520000 sec): 3 clusters
  Score: Raw -1852302.728584 + Penalty 3128.992156 = -1849173.736428
  nChanged 665
		SP:Iteration 7Q (29253.710000 sec): 3 clusters
  Score: Raw -1852757.249432 + Penalty 3128.992156 = -1849628.257276
  nChanged 506
		SP:Iteration 8Q (29253.950000 sec): 3 clusters
  Score: Raw -1853123.590502 + Penalty 3128.992156 = -1849994.598346
  nChanged 415
		SP:Iteration 9Q (29254.140000 sec): 3 clusters
  Score: Raw -1853428.488405 + Penalty 3128.992156 = -1850299.496249
  nChanged 307
		SP:Iteration 10Q (29254.320000 sec): 3 clusters
  Score: Raw -1853653.505719 + Penalty 3128.992156 = -1850524.513563
  nChanged 198
		SP:Iteration 11Q (29254.510000 sec): 3 clusters
  Score: Raw -1853776.300522 + Penalty 3128.992156 = -1850647.308366
  nChanged 138
		SP:Iteration 12Q (29254.710000 sec): 3 clusters
  Score: Raw -1853855.235903 + Penalty 3128.992156 = -1850726.243747
  nChanged 100
		SP:Iteration 13Q (29254.900000 sec): 3 clusters
  Score: Raw -1853914.778464 + Penalty 3128.992156 = -1850785.786308
  nChanged 83
		SP:Iteration 14Q (29255.130000 sec): 3 clusters
  Score: Raw -1853966.642021 + Penalty 3128.992156 = -1850837.649864
  nChanged 62
		SP:Iteration 15Q (29255.320000 sec): 3 clusters
  Score: Raw -1854005.058990 + Penalty 3128.992156 = -1850876.066834
  nChanged 59
		SP:Iteration 16Q (29255.550000 sec): 3 clusters
  Score: Raw -1854040.581674 + Penalty 3128.992156 = -1850911.589518
  nChanged 39
		SP:Iteration 17Q (29255.730000 sec): 3 clusters
  Score: Raw -1854065.362516 + Penalty 3128.992156 = -1850936.370359
  nChanged 26
		SP:Iteration 18Q (29255.910000 sec): 3 clusters
  Score: Raw -1854077.238322 + Penalty 3128.992156 = -1850948.246165
  nChanged 18
		SP:Iteration 19Q (29256.140000 sec): 3 clusters
  Score: Raw -1854087.100827 + Penalty 3128.992156 = -1850958.108671
  nChanged 18
		SP:Iteration 20F (29256.330000 sec): 3 clusters
  Score: Raw -1854096.983295 + Penalty 3128.992156 = -1850967.991139
  nChanged 18
		SP:Iteration 21Q (29256.500000 sec): 3 clusters
  Score: Raw -1854106.881496 + Penalty 3128.992156 = -1850977.889340
  nChanged 17
		SP:Iteration 22Q (29256.730000 sec): 3 clusters
  Score: Raw -1854119.773069 + Penalty 3128.992156 = -1850990.780913
  nChanged 18
		SP:Iteration 23Q (29256.910000 sec): 3 clusters
  Score: Raw -1854130.606417 + Penalty 3128.992156 = -1851001.614261
  nChanged 17
		SP:Iteration 24Q (29257.080000 sec): 3 clusters
  Score: Raw -1854139.909137 + Penalty 3128.992156 = -1851010.916980
  nChanged 15
		SP:Iteration 25Q (29257.310000 sec): 3 clusters
  Score: Raw -1854150.658342 + Penalty 3128.992156 = -1851021.666186
  nChanged 16
		SP:Iteration 26Q (29257.490000 sec): 3 clusters
  Score: Raw -1854160.535999 + Penalty 3128.992156 = -1851031.543843
  nChanged 13
		SP:Iteration 27Q (29257.720000 sec): 3 clusters
  Score: Raw -1854167.259094 + Penalty 3128.992156 = -1851038.266938
  nChanged 9
		SP:Iteration 28Q (29257.900000 sec): 3 clusters
  Score: Raw -1854172.337028 + Penalty 3128.992156 = -1851043.344872
  nChanged 2
		SP:Iteration 29Q (29258.070000 sec): 3 clusters
  Score: Raw -1854173.707117 + Penalty 3128.992156 = -1851044.714961
  nChanged 2
		SP:Iteration 30Q (29258.300000 sec): 3 clusters
  Score: Raw -1854174.812366 + Penalty 3128.992156 = -1851045.820209
  nChanged 2
		SP:Iteration 31Q (29258.480000 sec): 3 clusters
  Score: Raw -1854176.827859 + Penalty 3128.992156 = -1851047.835703
  nChanged 5
		SP:Iteration 32Q (29258.710000 sec): 3 clusters
  Score: Raw -1854178.817274 + Penalty 3128.992156 = -1851049.825118
  nChanged 3
		SP:Iteration 33Q (29258.880000 sec): 3 clusters
  Score: Raw -1854180.112198 + Penalty 3128.992156 = -1851051.120042
  nChanged 2
		SP:Iteration 34Q (29259.110000 sec): 3 clusters
  Score: Raw -1854181.302752 + Penalty 3128.992156 = -1851052.310596
  nChanged 1
		SP:Iteration 35Q (29259.290000 sec): 3 clusters
  Score: Raw -1854182.089113 + Penalty 3128.992156 = -1851053.096957
  nChanged 2
		SP:Iteration 36Q (29259.460000 sec): 3 clusters
  Score: Raw -1854183.497090 + Penalty 3128.992156 = -1851054.504934
  nChanged 1
		SP:Iteration 37Q (29259.710000 sec): 3 clusters
  Score: Raw -1854183.693539 + Penalty 3128.992156 = -1851054.701383
  nChanged 1
		SP:Iteration 38Q (29259.890000 sec): 3 clusters
  Score: Raw -1854183.874502 + Penalty 3128.992156 = -1851054.882346
  nChanged 0
		SP:Iteration 39F (29260.080000 sec): 3 clusters
  Score: Raw -1854183.874502 + Penalty 3128.992156 = -1851054.882346
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 12 (6838 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29260.180000 sec): 2 clusters
  Score: Raw -731472.242136 + Penalty 1434.915718 = -730037.326418
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29260.310000 sec): 3 clusters
  Score: Raw -727761.892992 + Penalty 2869.831435 = -724892.061557
  nChanged 2904
		SP:Iteration 1F (29260.420000 sec): 3 clusters
  Score: Raw -729522.216019 + Penalty 2869.831435 = -726652.384583
  nChanged 613
		SP:Iteration 2F (29260.520000 sec): 3 clusters
  Score: Raw -730021.974422 + Penalty 2869.831435 = -727152.142986
  nChanged 582
		SP:Iteration 3F (29260.630000 sec): 3 clusters
  Score: Raw -730490.494534 + Penalty 2869.831435 = -727620.663099
  nChanged 493
		SP:Iteration 4F (29260.740000 sec): 3 clusters
  Score: Raw -730862.221496 + Penalty 2869.831435 = -727992.390061
  nChanged 434
		SP:Iteration 5F (29260.860000 sec): 3 clusters
  Score: Raw -731140.923891 + Penalty 2869.831435 = -728271.092455
  nChanged 325
		SP:Iteration 6Q (29260.960000 sec): 3 clusters
  Score: Raw -731331.055051 + Penalty 2869.831435 = -728461.223616
  nChanged 270
		SP:Iteration 7Q (29261.080000 sec): 3 clusters
  Score: Raw -731468.641310 + Penalty 2869.831435 = -728598.809875
  nChanged 192
		SP:Iteration 8Q (29261.190000 sec): 3 clusters
  Score: Raw -731567.057846 + Penalty 2869.831435 = -728697.226410
  nChanged 172
		SP:Iteration 9Q (29261.300000 sec): 3 clusters
  Score: Raw -731660.023026 + Penalty 2869.831435 = -728790.191591
  nChanged 164
		SP:Iteration 10Q (29261.410000 sec): 3 clusters
  Score: Raw -731741.913789 + Penalty 2869.831435 = -728872.082354
  nChanged 139
		SP:Iteration 11Q (29261.520000 sec): 3 clusters
  Score: Raw -731815.696083 + Penalty 2869.831435 = -728945.864648
  nChanged 137
		SP:Iteration 12Q (29261.630000 sec): 3 clusters
  Score: Raw -731875.778350 + Penalty 2869.831435 = -729005.946915
  nChanged 108
		SP:Iteration 13Q (29261.740000 sec): 3 clusters
  Score: Raw -731916.996065 + Penalty 2869.831435 = -729047.164630
  nChanged 91
		SP:Iteration 14Q (29261.860000 sec): 3 clusters
  Score: Raw -731951.991246 + Penalty 2869.831435 = -729082.159811
  nChanged 79
		SP:Iteration 15Q (29261.970000 sec): 3 clusters
  Score: Raw -731981.120372 + Penalty 2869.831435 = -729111.288937
  nChanged 61
		SP:Iteration 16Q (29262.080000 sec): 3 clusters
  Score: Raw -732003.037867 + Penalty 2869.831435 = -729133.206431
  nChanged 58
		SP:Iteration 17Q (29262.190000 sec): 3 clusters
  Score: Raw -732025.992054 + Penalty 2869.831435 = -729156.160618
  nChanged 55
		SP:Iteration 18Q (29262.300000 sec): 3 clusters
  Score: Raw -732045.060680 + Penalty 2869.831435 = -729175.229244
  nChanged 47
		SP:Iteration 19Q (29262.410000 sec): 3 clusters
  Score: Raw -732063.753894 + Penalty 2869.831435 = -729193.922458
  nChanged 50
		SP:Iteration 20F (29262.520000 sec): 3 clusters
  Score: Raw -732081.267994 + Penalty 2869.831435 = -729211.436559
  nChanged 41
		SP:Iteration 21Q (29262.640000 sec): 3 clusters
  Score: Raw -732094.364443 + Penalty 2869.831435 = -729224.533008
  nChanged 38
		SP:Iteration 22Q (29262.750000 sec): 3 clusters
  Score: Raw -732107.636479 + Penalty 2869.831435 = -729237.805044
  nChanged 38
		SP:Iteration 23Q (29262.860000 sec): 3 clusters
  Score: Raw -732117.349511 + Penalty 2869.831435 = -729247.518076
  nChanged 34
		SP:Iteration 24Q (29262.970000 sec): 3 clusters
  Score: Raw -732127.631844 + Penalty 2869.831435 = -729257.800409
  nChanged 27
		SP:Iteration 25Q (29263.080000 sec): 3 clusters
  Score: Raw -732136.922026 + Penalty 2869.831435 = -729267.090590
  nChanged 29
		SP:Iteration 26Q (29263.190000 sec): 3 clusters
  Score: Raw -732147.266874 + Penalty 2869.831435 = -729277.435439
  nChanged 25
		SP:Iteration 27Q (29263.300000 sec): 3 clusters
  Score: Raw -732157.381493 + Penalty 2869.831435 = -729287.550058
  nChanged 32
		SP:Iteration 28Q (29263.410000 sec): 3 clusters
  Score: Raw -732170.891709 + Penalty 2869.831435 = -729301.060274
  nChanged 43
		SP:Iteration 29Q (29263.520000 sec): 3 clusters
  Score: Raw -732186.740686 + Penalty 2869.831435 = -729316.909251
  nChanged 38
		SP:Iteration 30Q (29263.630000 sec): 3 clusters
  Score: Raw -732199.687139 + Penalty 2869.831435 = -729329.855703
  nChanged 26
		SP:Iteration 31Q (29263.740000 sec): 3 clusters
  Score: Raw -732207.608286 + Penalty 2869.831435 = -729337.776851
  nChanged 28
		SP:Iteration 32Q (29263.850000 sec): 3 clusters
  Score: Raw -732214.671522 + Penalty 2869.831435 = -729344.840087
  nChanged 21
		SP:Iteration 33Q (29263.960000 sec): 3 clusters
  Score: Raw -732224.318322 + Penalty 2869.831435 = -729354.486887
  nChanged 31
		SP:Iteration 34Q (29264.070000 sec): 3 clusters
  Score: Raw -732236.800791 + Penalty 2869.831435 = -729366.969355
  nChanged 34
		SP:Iteration 35Q (29264.180000 sec): 3 clusters
  Score: Raw -732255.928489 + Penalty 2869.831435 = -729386.097054
  nChanged 34
		SP:Iteration 36Q (29264.290000 sec): 3 clusters
  Score: Raw -732273.945848 + Penalty 2869.831435 = -729404.114413
  nChanged 31
		SP:Iteration 37Q (29264.400000 sec): 3 clusters
  Score: Raw -732284.187635 + Penalty 2869.831435 = -729414.356199
  nChanged 27
		SP:Iteration 38Q (29264.510000 sec): 3 clusters
  Score: Raw -732291.982713 + Penalty 2869.831435 = -729422.151278
  nChanged 27
		SP:Iteration 39Q (29264.620000 sec): 3 clusters
  Score: Raw -732301.339428 + Penalty 2869.831435 = -729431.507993
  nChanged 29
		SP:Iteration 40F (29264.730000 sec): 3 clusters
  Score: Raw -732310.073804 + Penalty 2869.831435 = -729440.242369
  nChanged 21
		SP:Iteration 41Q (29264.840000 sec): 3 clusters
  Score: Raw -732317.567829 + Penalty 2869.831435 = -729447.736393
  nChanged 27
		SP:Iteration 42Q (29264.950000 sec): 3 clusters
  Score: Raw -732328.651142 + Penalty 2869.831435 = -729458.819707
  nChanged 28
		SP:Iteration 43Q (29265.060000 sec): 3 clusters
  Score: Raw -732338.843654 + Penalty 2869.831435 = -729469.012219
  nChanged 15
		SP:Iteration 44Q (29265.170000 sec): 3 clusters
  Score: Raw -732342.730885 + Penalty 2869.831435 = -729472.899450
  nChanged 13
		SP:Iteration 45Q (29265.280000 sec): 3 clusters
  Score: Raw -732346.114594 + Penalty 2869.831435 = -729476.283159
  nChanged 12
		SP:Iteration 46Q (29265.390000 sec): 3 clusters
  Score: Raw -732349.094246 + Penalty 2869.831435 = -729479.262810
  nChanged 12
		SP:Iteration 47Q (29265.500000 sec): 3 clusters
  Score: Raw -732351.869750 + Penalty 2869.831435 = -729482.038314
  nChanged 7
		SP:Iteration 48Q (29265.610000 sec): 3 clusters
  Score: Raw -732352.591684 + Penalty 2869.831435 = -729482.760249
  nChanged 1
		SP:Iteration 49Q (29265.720000 sec): 3 clusters
  Score: Raw -732352.970914 + Penalty 2869.831435 = -729483.139478
  nChanged 1
		SP:Iteration 50Q (29265.820000 sec): 3 clusters
  Score: Raw -732353.220907 + Penalty 2869.831435 = -729483.389471
  nChanged 1
		SP:Iteration 51Q (29265.940000 sec): 3 clusters
  Score: Raw -732353.372698 + Penalty 2869.831435 = -729483.541263
  nChanged 1
		SP:Iteration 52Q (29266.050000 sec): 3 clusters
  Score: Raw -732353.770714 + Penalty 2869.831435 = -729483.939278
  nChanged 2
		SP:Iteration 53Q (29266.170000 sec): 3 clusters
  Score: Raw -732354.167443 + Penalty 2869.831435 = -729484.336008
  nChanged 1
		SP:Iteration 54Q (29266.280000 sec): 3 clusters
  Score: Raw -732354.250901 + Penalty 2869.831435 = -729484.419465
  nChanged 1
		SP:Iteration 55Q (29266.400000 sec): 3 clusters
  Score: Raw -732354.535172 + Penalty 2869.831435 = -729484.703737
  nChanged 2
		SP:Iteration 56Q (29266.510000 sec): 3 clusters
  Score: Raw -732355.081574 + Penalty 2869.831435 = -729485.250139
  nChanged 1
		SP:Iteration 57Q (29266.620000 sec): 3 clusters
  Score: Raw -732355.371526 + Penalty 2869.831435 = -729485.540090
  nChanged 0
		SP:Iteration 58F (29266.740000 sec): 3 clusters
  Score: Raw -732355.371526 + Penalty 2869.831435 = -729485.540090
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 13 (344 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29266.800000 sec): 2 clusters
  Score: Raw -32978.262964 + Penalty 949.104269 = -32029.158695
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29266.810000 sec): 3 clusters
  Score: Raw -33028.858470 + Penalty 1898.208539 = -31130.649931
  nChanged 82
		SP:Iteration 1F (29266.820000 sec): 3 clusters
  Score: Raw -33264.317954 + Penalty 1898.208539 = -31366.109415
  nChanged 32
		SP:Iteration 2F (29266.820000 sec): 3 clusters
  Score: Raw -33374.915014 + Penalty 1898.208539 = -31476.706475
  nChanged 21
		SP:Iteration 3F (29266.830000 sec): 3 clusters
  Score: Raw -33442.200532 + Penalty 1898.208539 = -31543.991993
  nChanged 14
		SP:Iteration 4Q (29266.840000 sec): 3 clusters
  Score: Raw -33505.361098 + Penalty 1898.208539 = -31607.152559
  nChanged 8
		SP:Iteration 5Q (29266.850000 sec): 3 clusters
  Score: Raw -33532.851858 + Penalty 1898.208539 = -31634.643319
  nChanged 3
		SP:Iteration 6Q (29266.860000 sec): 3 clusters
  Score: Raw -33539.520635 + Penalty 1898.208539 = -31641.312096
  nChanged 1
		SP:Iteration 7Q (29266.860000 sec): 3 clusters
  Score: Raw -33544.340426 + Penalty 1898.208539 = -31646.131888
  nChanged 1
		SP:Iteration 8Q (29266.870000 sec): 3 clusters
  Score: Raw -33546.878164 + Penalty 1898.208539 = -31648.669625
  nChanged 0
		SP:Iteration 9F (29266.880000 sec): 3 clusters
  Score: Raw -33546.878164 + Penalty 1898.208539 = -31648.669625
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 14 (1145 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29266.930000 sec): 2 clusters
  Score: Raw -113338.475835 + Penalty 1144.513486 = -112193.962349
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29266.960000 sec): 3 clusters
  Score: Raw -113003.458615 + Penalty 2289.026973 = -110714.431642
  nChanged 385
		SP:Iteration 1F (29266.980000 sec): 3 clusters
  Score: Raw -113525.629159 + Penalty 2289.026973 = -111236.602187
  nChanged 128
		SP:Iteration 2F (29267.000000 sec): 3 clusters
  Score: Raw -113816.643800 + Penalty 2289.026973 = -111527.616827
  nChanged 86
		SP:Iteration 3F (29267.020000 sec): 3 clusters
  Score: Raw -114040.961264 + Penalty 2289.026973 = -111751.934292
  nChanged 70
		SP:Iteration 4F (29267.040000 sec): 3 clusters
  Score: Raw -114181.112927 + Penalty 2289.026973 = -111892.085954
  nChanged 45
		SP:Iteration 5Q (29267.060000 sec): 3 clusters
  Score: Raw -114279.545459 + Penalty 2289.026973 = -111990.518486
  nChanged 33
		SP:Iteration 6Q (29267.080000 sec): 3 clusters
  Score: Raw -114328.936396 + Penalty 2289.026973 = -112039.909424
  nChanged 18
		SP:Iteration 7Q (29267.100000 sec): 3 clusters
  Score: Raw -114373.095554 + Penalty 2289.026973 = -112084.068581
  nChanged 14
		SP:Iteration 8Q (29267.130000 sec): 3 clusters
  Score: Raw -114396.795049 + Penalty 2289.026973 = -112107.768076
  nChanged 12
		SP:Iteration 9Q (29267.150000 sec): 3 clusters
  Score: Raw -114414.928657 + Penalty 2289.026973 = -112125.901684
  nChanged 8
		SP:Iteration 10Q (29267.170000 sec): 3 clusters
  Score: Raw -114425.854620 + Penalty 2289.026973 = -112136.827647
  nChanged 9
		SP:Iteration 11Q (29267.190000 sec): 3 clusters
  Score: Raw -114439.759324 + Penalty 2289.026973 = -112150.732351
  nChanged 8
		SP:Iteration 12Q (29267.210000 sec): 3 clusters
  Score: Raw -114449.553360 + Penalty 2289.026973 = -112160.526387
  nChanged 5
		SP:Iteration 13Q (29267.230000 sec): 3 clusters
  Score: Raw -114454.043944 + Penalty 2289.026973 = -112165.016971
  nChanged 5
		SP:Iteration 14Q (29267.250000 sec): 3 clusters
  Score: Raw -114460.841187 + Penalty 2289.026973 = -112171.814214
  nChanged 3
		SP:Iteration 15Q (29267.270000 sec): 3 clusters
  Score: Raw -114464.215702 + Penalty 2289.026973 = -112175.188729
  nChanged 2
		SP:Iteration 16Q (29267.290000 sec): 3 clusters
  Score: Raw -114466.496198 + Penalty 2289.026973 = -112177.469226
  nChanged 2
		SP:Iteration 17Q (29267.310000 sec): 3 clusters
  Score: Raw -114472.088236 + Penalty 2289.026973 = -112183.061263
  nChanged 1
		SP:Iteration 18Q (29267.330000 sec): 3 clusters
  Score: Raw -114472.983689 + Penalty 2289.026973 = -112183.956716
  nChanged 3
		SP:Iteration 19Q (29267.350000 sec): 3 clusters
  Score: Raw -114475.551654 + Penalty 2289.026973 = -112186.524681
  nChanged 1
		SP:Iteration 20F (29267.370000 sec): 3 clusters
  Score: Raw -114478.608911 + Penalty 2289.026973 = -112189.581939
  nChanged 3
		SP:Iteration 21Q (29267.400000 sec): 3 clusters
  Score: Raw -114519.636057 + Penalty 2289.026973 = -112230.609084
  nChanged 5
		SP:Iteration 22Q (29267.420000 sec): 3 clusters
  Score: Raw -114538.689504 + Penalty 2289.026973 = -112249.662532
  nChanged 4
		SP:Iteration 23Q (29267.440000 sec): 3 clusters
  Score: Raw -114542.436745 + Penalty 2289.026973 = -112253.409773
  nChanged 5
		SP:Iteration 24Q (29267.460000 sec): 3 clusters
  Score: Raw -114548.293712 + Penalty 2289.026973 = -112259.266739
  nChanged 2
		SP:Iteration 25Q (29267.480000 sec): 3 clusters
  Score: Raw -114550.316525 + Penalty 2289.026973 = -112261.289552
  nChanged 1
		SP:Iteration 26Q (29267.500000 sec): 3 clusters
  Score: Raw -114550.980715 + Penalty 2289.026973 = -112261.953742
  nChanged 0
		SP:Iteration 27F (29267.520000 sec): 3 clusters
  Score: Raw -114550.980715 + Penalty 2289.026973 = -112261.953742
  nChanged 0
  Score: Raw -119041711.908131 + Penalty 227287.051157 = -118814424.856974

Splitting cluster 14 changes total score from -118815327.063226 to -118814424.856974

 So it's not getting split.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 15 (87477 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29574.840000 sec): 2 clusters
  Score: Raw -10927291.560375 + Penalty 1849.108817 = -10925442.451558
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29575.590000 sec): 3 clusters
  Score: Raw -10870452.110282 + Penalty 3698.217634 = -10866753.892649
  nChanged 41866
		SP:Iteration 1F (29576.350000 sec): 3 clusters
  Score: Raw -10896344.091553 + Penalty 3698.217634 = -10892645.873919
  nChanged 4656
		SP:Iteration 2F (29577.080000 sec): 3 clusters
  Score: Raw -10898373.469103 + Penalty 3698.217634 = -10894675.251470
  nChanged 5185
		SP:Iteration 3F (29577.840000 sec): 3 clusters
  Score: Raw -10900871.155886 + Penalty 3698.217634 = -10897172.938252
  nChanged 5354
		SP:Iteration 4F (29578.580000 sec): 3 clusters
  Score: Raw -10903493.684516 + Penalty 3698.217634 = -10899795.466882
  nChanged 5011
		SP:Iteration 5F (29579.350000 sec): 3 clusters
  Score: Raw -10905886.088374 + Penalty 3698.217634 = -10902187.870741
  nChanged 4402
		SP:Iteration 6F (29580.080000 sec): 3 clusters
  Score: Raw -10908012.204758 + Penalty 3698.217634 = -10904313.987124
  nChanged 4012
		SP:Iteration 7Q (29580.870000 sec): 3 clusters
  Score: Raw -10910177.111660 + Penalty 3698.217634 = -10906478.894026
  nChanged 3882
		SP:Iteration 8Q (29581.610000 sec): 3 clusters
  Score: Raw -10912922.765559 + Penalty 3698.217634 = -10909224.547925
  nChanged 4095
		SP:Iteration 9Q (29582.400000 sec): 3 clusters
  Score: Raw -10917277.988472 + Penalty 3698.217634 = -10913579.770838
  nChanged 4576
		SP:Iteration 10F (29583.130000 sec): 3 clusters
  Score: Raw -10923629.347059 + Penalty 3698.217634 = -10919931.129425
  nChanged 5074
		SP:Iteration 11F (29583.920000 sec): 3 clusters
  Score: Raw -10928963.938672 + Penalty 3698.217634 = -10925265.721039
  nChanged 4296
		SP:Iteration 12Q (29584.620000 sec): 3 clusters
  Score: Raw -10931527.232339 + Penalty 3698.217634 = -10927829.014706
  nChanged 2600
		SP:Iteration 13Q (29585.330000 sec): 3 clusters
  Score: Raw -10932532.012500 + Penalty 3698.217634 = -10928833.794866
  nChanged 1626
		SP:Iteration 14Q (29586.020000 sec): 3 clusters
  Score: Raw -10933085.518157 + Penalty 3698.217634 = -10929387.300524
  nChanged 1286
		SP:Iteration 15Q (29586.770000 sec): 3 clusters
  Score: Raw -10933518.498380 + Penalty 3698.217634 = -10929820.280746
  nChanged 1199
		SP:Iteration 16Q (29587.490000 sec): 3 clusters
  Score: Raw -10933910.955793 + Penalty 3698.217634 = -10930212.738159
  nChanged 1090
		SP:Iteration 17Q (29588.220000 sec): 3 clusters
  Score: Raw -10934236.236054 + Penalty 3698.217634 = -10930538.018420
  nChanged 1026
		SP:Iteration 18Q (29588.910000 sec): 3 clusters
  Score: Raw -10934545.412180 + Penalty 3698.217634 = -10930847.194546
  nChanged 1044
		SP:Iteration 19Q (29589.640000 sec): 3 clusters
  Score: Raw -10934853.951074 + Penalty 3698.217634 = -10931155.733440
  nChanged 1089
		SP:Iteration 20F (29590.430000 sec): 3 clusters
  Score: Raw -10935197.304198 + Penalty 3698.217634 = -10931499.086564
  nChanged 1227
		SP:Iteration 21Q (29591.120000 sec): 3 clusters
  Score: Raw -10935605.118250 + Penalty 3698.217634 = -10931906.900617
  nChanged 1334
		SP:Iteration 22Q (29591.820000 sec): 3 clusters
  Score: Raw -10936114.650565 + Penalty 3698.217634 = -10932416.432932
  nChanged 1534
		SP:Iteration 23Q (29592.510000 sec): 3 clusters
  Score: Raw -10936774.631897 + Penalty 3698.217634 = -10933076.414263
  nChanged 1705
		SP:Iteration 24Q (29593.200000 sec): 3 clusters
  Score: Raw -10937643.277851 + Penalty 3698.217634 = -10933945.060217
  nChanged 1951
		SP:Iteration 25Q (29593.930000 sec): 3 clusters
  Score: Raw -10938841.503249 + Penalty 3698.217634 = -10935143.285615
  nChanged 2163
		SP:Iteration 26Q (29594.670000 sec): 3 clusters
  Score: Raw -10940447.392995 + Penalty 3698.217634 = -10936749.175361
  nChanged 2342
		SP:Iteration 27Q (29595.380000 sec): 3 clusters
  Score: Raw -10942628.803371 + Penalty 3698.217634 = -10938930.585738
  nChanged 2332
		SP:Iteration 28Q (29596.070000 sec): 3 clusters
  Score: Raw -10945190.042158 + Penalty 3698.217634 = -10941491.824525
  nChanged 2068
		SP:Iteration 29Q (29596.750000 sec): 3 clusters
  Score: Raw -10947375.167109 + Penalty 3698.217634 = -10943676.949475
  nChanged 1533
		SP:Iteration 30Q (29597.420000 sec): 3 clusters
  Score: Raw -10948557.392985 + Penalty 3698.217634 = -10944859.175351
  nChanged 880
		SP:Iteration 31Q (29598.120000 sec): 3 clusters
  Score: Raw -10948948.531353 + Penalty 3698.217634 = -10945250.313719
  nChanged 453
		SP:Iteration 32Q (29598.810000 sec): 3 clusters
  Score: Raw -10949055.836922 + Penalty 3698.217634 = -10945357.619288
  nChanged 223
		SP:Iteration 33Q (29599.490000 sec): 3 clusters
  Score: Raw -10949082.658904 + Penalty 3698.217634 = -10945384.441270
  nChanged 107
		SP:Iteration 34Q (29600.180000 sec): 3 clusters
  Score: Raw -10949089.818280 + Penalty 3698.217634 = -10945391.600646
  nChanged 44
		SP:Iteration 35Q (29600.870000 sec): 3 clusters
  Score: Raw -10949091.762575 + Penalty 3698.217634 = -10945393.544941
  nChanged 24
		SP:Iteration 36Q (29601.560000 sec): 3 clusters
  Score: Raw -10949093.617221 + Penalty 3698.217634 = -10945395.399587
  nChanged 9
		SP:Iteration 37Q (29602.240000 sec): 3 clusters
  Score: Raw -10949093.774301 + Penalty 3698.217634 = -10945395.556667
  nChanged 5
		SP:Iteration 38Q (29602.940000 sec): 3 clusters
  Score: Raw -10949093.840005 + Penalty 3698.217634 = -10945395.622372
  nChanged 3
		SP:Iteration 39Q (29603.620000 sec): 3 clusters
  Score: Raw -10949093.878863 + Penalty 3698.217634 = -10945395.661229
  nChanged 0
		SP:Iteration 40F (29604.420000 sec): 3 clusters
  Score: Raw -10949149.790574 + Penalty 3698.217634 = -10945451.572941
  nChanged 54
		SP:Iteration 41Q (29605.130000 sec): 3 clusters
  Score: Raw -10949156.672712 + Penalty 3698.217634 = -10945458.455078
  nChanged 25
		SP:Iteration 42Q (29605.810000 sec): 3 clusters
  Score: Raw -10949157.345172 + Penalty 3698.217634 = -10945459.127539
  nChanged 17
		SP:Iteration 43Q (29606.500000 sec): 3 clusters
  Score: Raw -10949157.673445 + Penalty 3698.217634 = -10945459.455811
  nChanged 6
		SP:Iteration 44Q (29607.180000 sec): 3 clusters
  Score: Raw -10949157.772589 + Penalty 3698.217634 = -10945459.554955
  nChanged 3
		SP:Iteration 45Q (29607.900000 sec): 3 clusters
  Score: Raw -10949157.811793 + Penalty 3698.217634 = -10945459.594159
  nChanged 1
		SP:Iteration 46Q (29608.630000 sec): 3 clusters
  Score: Raw -10949157.837417 + Penalty 3698.217634 = -10945459.619783
  nChanged 0
		SP:Iteration 47F (29609.370000 sec): 3 clusters
  Score: Raw -10949157.837417 + Penalty 3698.217634 = -10945459.619783
  nChanged 0
  Score: Raw -119062365.680293 + Penalty 227287.051157 = -118835078.629136

Splitting cluster 15 changes total score from -118815327.063226 to -118835078.629136

 So it's getting split into cluster 101.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 16 (11639 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29914.440000 sec): 2 clusters
  Score: Raw -1379426.942556 + Penalty 1521.343981 = -1377905.598575
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29914.620000 sec): 3 clusters
  Score: Raw -1372749.151386 + Penalty 3042.687962 = -1369706.463424
  nChanged 5099
		SP:Iteration 1F (29914.790000 sec): 3 clusters
  Score: Raw -1375825.864577 + Penalty 3042.687962 = -1372783.176614
  nChanged 860
		SP:Iteration 2F (29914.950000 sec): 3 clusters
  Score: Raw -1376363.540518 + Penalty 3042.687962 = -1373320.852556
  nChanged 812
		SP:Iteration 3F (29915.110000 sec): 3 clusters
  Score: Raw -1376897.514243 + Penalty 3042.687962 = -1373854.826280
  nChanged 726
		SP:Iteration 4F (29915.270000 sec): 3 clusters
  Score: Raw -1377371.174329 + Penalty 3042.687962 = -1374328.486367
  nChanged 657
		SP:Iteration 5F (29915.430000 sec): 3 clusters
  Score: Raw -1377748.335747 + Penalty 3042.687962 = -1374705.647785
  nChanged 514
		SP:Iteration 6Q (29915.620000 sec): 3 clusters
  Score: Raw -1378038.330720 + Penalty 3042.687962 = -1374995.642758
  nChanged 479
		SP:Iteration 7Q (29915.770000 sec): 3 clusters
  Score: Raw -1378308.463752 + Penalty 3042.687962 = -1375265.775790
  nChanged 443
		SP:Iteration 8Q (29915.940000 sec): 3 clusters
  Score: Raw -1378580.550238 + Penalty 3042.687962 = -1375537.862276
  nChanged 382
		SP:Iteration 9Q (29916.090000 sec): 3 clusters
  Score: Raw -1378782.198561 + Penalty 3042.687962 = -1375739.510599
  nChanged 343
		SP:Iteration 10Q (29916.280000 sec): 3 clusters
  Score: Raw -1378958.919809 + Penalty 3042.687962 = -1375916.231847
  nChanged 282
		SP:Iteration 11Q (29916.440000 sec): 3 clusters
  Score: Raw -1379089.733048 + Penalty 3042.687962 = -1376047.045086
  nChanged 271
		SP:Iteration 12Q (29916.620000 sec): 3 clusters
  Score: Raw -1379205.083909 + Penalty 3042.687962 = -1376162.395947
  nChanged 186
		SP:Iteration 13Q (29916.770000 sec): 3 clusters
  Score: Raw -1379278.666222 + Penalty 3042.687962 = -1376235.978259
  nChanged 153
		SP:Iteration 14Q (29916.930000 sec): 3 clusters
  Score: Raw -1379339.036205 + Penalty 3042.687962 = -1376296.348242
  nChanged 132
		SP:Iteration 15Q (29917.090000 sec): 3 clusters
  Score: Raw -1379379.365744 + Penalty 3042.687962 = -1376336.677781
  nChanged 118
		SP:Iteration 16Q (29917.270000 sec): 3 clusters
  Score: Raw -1379412.749536 + Penalty 3042.687962 = -1376370.061573
  nChanged 115
		SP:Iteration 17Q (29917.430000 sec): 3 clusters
  Score: Raw -1379438.406671 + Penalty 3042.687962 = -1376395.718708
  nChanged 101
		SP:Iteration 18Q (29917.610000 sec): 3 clusters
  Score: Raw -1379466.430111 + Penalty 3042.687962 = -1376423.742149
  nChanged 100
		SP:Iteration 19Q (29917.760000 sec): 3 clusters
  Score: Raw -1379490.484796 + Penalty 3042.687962 = -1376447.796834
  nChanged 101
		SP:Iteration 20F (29917.950000 sec): 3 clusters
  Score: Raw -1379515.799607 + Penalty 3042.687962 = -1376473.111645
  nChanged 94
		SP:Iteration 21Q (29918.100000 sec): 3 clusters
  Score: Raw -1379538.544854 + Penalty 3042.687962 = -1376495.856892
  nChanged 79
		SP:Iteration 22Q (29918.280000 sec): 3 clusters
  Score: Raw -1379558.077527 + Penalty 3042.687962 = -1376515.389565
  nChanged 75
		SP:Iteration 23Q (29918.430000 sec): 3 clusters
  Score: Raw -1379584.534443 + Penalty 3042.687962 = -1376541.846481
  nChanged 97
		SP:Iteration 24Q (29918.610000 sec): 3 clusters
  Score: Raw -1379620.226475 + Penalty 3042.687962 = -1376577.538513
  nChanged 101
		SP:Iteration 25Q (29918.760000 sec): 3 clusters
  Score: Raw -1379659.404985 + Penalty 3042.687962 = -1376616.717022
  nChanged 109
		SP:Iteration 26Q (29918.940000 sec): 3 clusters
  Score: Raw -1379700.089895 + Penalty 3042.687962 = -1376657.401933
  nChanged 111
		SP:Iteration 27Q (29919.090000 sec): 3 clusters
  Score: Raw -1379749.268925 + Penalty 3042.687962 = -1376706.580963
  nChanged 122
		SP:Iteration 28Q (29919.270000 sec): 3 clusters
  Score: Raw -1379800.203371 + Penalty 3042.687962 = -1376757.515409
  nChanged 114
		SP:Iteration 29Q (29919.420000 sec): 3 clusters
  Score: Raw -1379836.401225 + Penalty 3042.687962 = -1376793.713263
  nChanged 87
		SP:Iteration 30Q (29919.600000 sec): 3 clusters
  Score: Raw -1379861.629026 + Penalty 3042.687962 = -1376818.941064
  nChanged 88
		SP:Iteration 31Q (29919.750000 sec): 3 clusters
  Score: Raw -1379884.296129 + Penalty 3042.687962 = -1376841.608167
  nChanged 82
		SP:Iteration 32Q (29919.920000 sec): 3 clusters
  Score: Raw -1379903.679053 + Penalty 3042.687962 = -1376860.991090
  nChanged 77
		SP:Iteration 33Q (29920.070000 sec): 3 clusters
  Score: Raw -1379924.467881 + Penalty 3042.687962 = -1376881.779918
  nChanged 79
		SP:Iteration 34Q (29920.230000 sec): 3 clusters
  Score: Raw -1379946.266155 + Penalty 3042.687962 = -1376903.578192
  nChanged 85
		SP:Iteration 35Q (29920.390000 sec): 3 clusters
  Score: Raw -1379969.326588 + Penalty 3042.687962 = -1376926.638626
  nChanged 73
		SP:Iteration 36Q (29920.550000 sec): 3 clusters
  Score: Raw -1379987.444445 + Penalty 3042.687962 = -1376944.756483
  nChanged 67
		SP:Iteration 37Q (29920.730000 sec): 3 clusters
  Score: Raw -1380005.016750 + Penalty 3042.687962 = -1376962.328788
  nChanged 69
		SP:Iteration 38Q (29920.880000 sec): 3 clusters
  Score: Raw -1380022.629957 + Penalty 3042.687962 = -1376979.941995
  nChanged 67
		SP:Iteration 39Q (29921.050000 sec): 3 clusters
  Score: Raw -1380041.242778 + Penalty 3042.687962 = -1376998.554816
  nChanged 60
		SP:Iteration 40F (29921.210000 sec): 3 clusters
  Score: Raw -1380054.283820 + Penalty 3042.687962 = -1377011.595858
  nChanged 57
		SP:Iteration 41Q (29921.390000 sec): 3 clusters
  Score: Raw -1380065.279180 + Penalty 3042.687962 = -1377022.591218
  nChanged 45
		SP:Iteration 42Q (29921.550000 sec): 3 clusters
  Score: Raw -1380076.629288 + Penalty 3042.687962 = -1377033.941326
  nChanged 50
		SP:Iteration 43Q (29921.730000 sec): 3 clusters
  Score: Raw -1380085.617782 + Penalty 3042.687962 = -1377042.929819
  nChanged 45
		SP:Iteration 44Q (29921.880000 sec): 3 clusters
  Score: Raw -1380093.841554 + Penalty 3042.687962 = -1377051.153592
  nChanged 42
		SP:Iteration 45Q (29922.050000 sec): 3 clusters
  Score: Raw -1380103.132879 + Penalty 3042.687962 = -1377060.444917
  nChanged 46
		SP:Iteration 46Q (29922.200000 sec): 3 clusters
  Score: Raw -1380111.904451 + Penalty 3042.687962 = -1377069.216489
  nChanged 47
		SP:Iteration 47Q (29922.370000 sec): 3 clusters
  Score: Raw -1380122.541926 + Penalty 3042.687962 = -1377079.853964
  nChanged 48
		SP:Iteration 48Q (29922.520000 sec): 3 clusters
  Score: Raw -1380131.313528 + Penalty 3042.687962 = -1377088.625566
  nChanged 46
		SP:Iteration 49Q (29922.700000 sec): 3 clusters
  Score: Raw -1380140.762730 + Penalty 3042.687962 = -1377098.074768
  nChanged 41
		SP:Iteration 50Q (29922.850000 sec): 3 clusters
  Score: Raw -1380149.089841 + Penalty 3042.687962 = -1377106.401879
  nChanged 45
		SP:Iteration 51Q (29923.020000 sec): 3 clusters
  Score: Raw -1380157.373332 + Penalty 3042.687962 = -1377114.685370
  nChanged 41
		SP:Iteration 52Q (29923.170000 sec): 3 clusters
  Score: Raw -1380166.133361 + Penalty 3042.687962 = -1377123.445399
  nChanged 51
		SP:Iteration 53Q (29923.330000 sec): 3 clusters
  Score: Raw -1380177.486156 + Penalty 3042.687962 = -1377134.798194
  nChanged 35
		SP:Iteration 54Q (29923.490000 sec): 3 clusters
  Score: Raw -1380185.121274 + Penalty 3042.687962 = -1377142.433311
  nChanged 34
		SP:Iteration 55Q (29923.640000 sec): 3 clusters
  Score: Raw -1380193.935103 + Penalty 3042.687962 = -1377151.247141
  nChanged 37
		SP:Iteration 56Q (29923.820000 sec): 3 clusters
  Score: Raw -1380200.520177 + Penalty 3042.687962 = -1377157.832215
  nChanged 36
		SP:Iteration 57Q (29923.970000 sec): 3 clusters
  Score: Raw -1380206.686730 + Penalty 3042.687962 = -1377163.998767
  nChanged 26
		SP:Iteration 58Q (29924.150000 sec): 3 clusters
  Score: Raw -1380211.960448 + Penalty 3042.687962 = -1377169.272485
  nChanged 33
		SP:Iteration 59Q (29924.300000 sec): 3 clusters
  Score: Raw -1380219.128113 + Penalty 3042.687962 = -1377176.440150
  nChanged 23
		SP:Iteration 60F (29924.490000 sec): 3 clusters
  Score: Raw -1380223.422921 + Penalty 3042.687962 = -1377180.734959
  nChanged 20
		SP:Iteration 61Q (29924.640000 sec): 3 clusters
  Score: Raw -1380225.936984 + Penalty 3042.687962 = -1377183.249022
  nChanged 10
		SP:Iteration 62Q (29924.810000 sec): 3 clusters
  Score: Raw -1380226.730965 + Penalty 3042.687962 = -1377184.043003
  nChanged 7
		SP:Iteration 63Q (29924.970000 sec): 3 clusters
  Score: Raw -1380227.548474 + Penalty 3042.687962 = -1377184.860512
  nChanged 2
		SP:Iteration 64Q (29925.140000 sec): 3 clusters
  Score: Raw -1380227.792876 + Penalty 3042.687962 = -1377185.104914
  nChanged 7
		SP:Iteration 65Q (29925.290000 sec): 3 clusters
  Score: Raw -1380228.601086 + Penalty 3042.687962 = -1377185.913123
  nChanged 7
		SP:Iteration 66Q (29925.470000 sec): 3 clusters
  Score: Raw -1380229.284230 + Penalty 3042.687962 = -1377186.596268
  nChanged 5
		SP:Iteration 67Q (29925.610000 sec): 3 clusters
  Score: Raw -1380229.692252 + Penalty 3042.687962 = -1377187.004290
  nChanged 3
		SP:Iteration 68Q (29925.770000 sec): 3 clusters
  Score: Raw -1380230.082245 + Penalty 3042.687962 = -1377187.394283
  nChanged 4
		SP:Iteration 69Q (29925.930000 sec): 3 clusters
  Score: Raw -1380230.416671 + Penalty 3042.687962 = -1377187.728709
  nChanged 3
		SP:Iteration 70Q (29926.080000 sec): 3 clusters
  Score: Raw -1380230.685725 + Penalty 3042.687962 = -1377187.997763
  nChanged 2
		SP:Iteration 71Q (29926.260000 sec): 3 clusters
  Score: Raw -1380230.833412 + Penalty 3042.687962 = -1377188.145450
  nChanged 0
		SP:Iteration 72F (29926.410000 sec): 3 clusters
  Score: Raw -1380230.833412 + Penalty 3042.687962 = -1377188.145450
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 17 (1003 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29926.500000 sec): 2 clusters
  Score: Raw -116191.811557 + Penalty 1122.997003 = -115068.814554
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29926.520000 sec): 3 clusters
  Score: Raw -115875.719485 + Penalty 2245.994006 = -113629.725479
  nChanged 308
		SP:Iteration 1F (29926.540000 sec): 3 clusters
  Score: Raw -116228.220532 + Penalty 2245.994006 = -113982.226525
  nChanged 93
		SP:Iteration 2F (29926.570000 sec): 3 clusters
  Score: Raw -116346.915943 + Penalty 2245.994006 = -114100.921937
  nChanged 51
		SP:Iteration 3F (29926.590000 sec): 3 clusters
  Score: Raw -116432.282125 + Penalty 2245.994006 = -114186.288119
  nChanged 34
		SP:Iteration 4Q (29926.610000 sec): 3 clusters
  Score: Raw -116489.714819 + Penalty 2245.994006 = -114243.720813
  nChanged 23
		SP:Iteration 5Q (29926.630000 sec): 3 clusters
  Score: Raw -116520.606995 + Penalty 2245.994006 = -114274.612989
  nChanged 17
		SP:Iteration 6Q (29926.650000 sec): 3 clusters
  Score: Raw -116546.277665 + Penalty 2245.994006 = -114300.283659
  nChanged 14
		SP:Iteration 7Q (29926.670000 sec): 3 clusters
  Score: Raw -116564.588149 + Penalty 2245.994006 = -114318.594143
  nChanged 12
		SP:Iteration 8Q (29926.680000 sec): 3 clusters
  Score: Raw -116582.332234 + Penalty 2245.994006 = -114336.338228
  nChanged 15
		SP:Iteration 9Q (29926.700000 sec): 3 clusters
  Score: Raw -116602.339170 + Penalty 2245.994006 = -114356.345164
  nChanged 10
		SP:Iteration 10Q (29926.720000 sec): 3 clusters
  Score: Raw -116612.117237 + Penalty 2245.994006 = -114366.123231
  nChanged 12
		SP:Iteration 11Q (29926.740000 sec): 3 clusters
  Score: Raw -116619.551467 + Penalty 2245.994006 = -114373.557461
  nChanged 9
		SP:Iteration 12Q (29926.760000 sec): 3 clusters
  Score: Raw -116633.571340 + Penalty 2245.994006 = -114387.577334
  nChanged 15
		SP:Iteration 13Q (29926.780000 sec): 3 clusters
  Score: Raw -116658.629570 + Penalty 2245.994006 = -114412.635564
  nChanged 23
		SP:Iteration 14Q (29926.800000 sec): 3 clusters
  Score: Raw -116705.273133 + Penalty 2245.994006 = -114459.279127
  nChanged 29
		SP:Iteration 15Q (29926.820000 sec): 3 clusters
  Score: Raw -116772.262379 + Penalty 2245.994006 = -114526.268373
  nChanged 27
		SP:Iteration 16Q (29926.830000 sec): 3 clusters
  Score: Raw -116834.471077 + Penalty 2245.994006 = -114588.477071
  nChanged 25
		SP:Iteration 17Q (29926.850000 sec): 3 clusters
  Score: Raw -116872.920991 + Penalty 2245.994006 = -114626.926985
  nChanged 16
		SP:Iteration 18Q (29926.880000 sec): 3 clusters
  Score: Raw -116899.028035 + Penalty 2245.994006 = -114653.034029
  nChanged 16
		SP:Iteration 19Q (29926.900000 sec): 3 clusters
  Score: Raw -116926.131897 + Penalty 2245.994006 = -114680.137890
  nChanged 14
		SP:Iteration 20F (29926.920000 sec): 3 clusters
  Score: Raw -116948.150564 + Penalty 2245.994006 = -114702.156558
  nChanged 20
		SP:Iteration 21Q (29926.940000 sec): 3 clusters
  Score: Raw -116983.993705 + Penalty 2245.994006 = -114737.999699
  nChanged 16
		SP:Iteration 22Q (29926.960000 sec): 3 clusters
  Score: Raw -117003.946721 + Penalty 2245.994006 = -114757.952715
  nChanged 14
		SP:Iteration 23Q (29926.970000 sec): 3 clusters
  Score: Raw -117036.781697 + Penalty 2245.994006 = -114790.787690
  nChanged 17
		SP:Iteration 24Q (29926.990000 sec): 3 clusters
  Score: Raw -117084.572852 + Penalty 2245.994006 = -114838.578846
  nChanged 11
		SP:Iteration 25Q (29927.010000 sec): 3 clusters
  Score: Raw -117116.389456 + Penalty 2245.994006 = -114870.395450
  nChanged 7
		SP:Iteration 26Q (29927.030000 sec): 3 clusters
  Score: Raw -117136.774947 + Penalty 2245.994006 = -114890.780941
  nChanged 5
		SP:Iteration 27Q (29927.050000 sec): 3 clusters
  Score: Raw -117161.375334 + Penalty 2245.994006 = -114915.381328
  nChanged 3
		SP:Iteration 28Q (29927.070000 sec): 3 clusters
  Score: Raw -117170.629511 + Penalty 2245.994006 = -114924.635505
  nChanged 1
		SP:Iteration 29Q (29927.080000 sec): 3 clusters
  Score: Raw -117173.161717 + Penalty 2245.994006 = -114927.167711
  nChanged 0
		SP:Iteration 30F (29927.100000 sec): 3 clusters
  Score: Raw -117173.161717 + Penalty 2245.994006 = -114927.167711
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 18 (3096 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29927.180000 sec): 2 clusters
  Score: Raw -359000.686945 + Penalty 1306.153263 = -357694.533682
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29927.240000 sec): 3 clusters
  Score: Raw -357615.895805 + Penalty 2612.306526 = -355003.589279
  nChanged 1182
		SP:Iteration 1F (29927.300000 sec): 3 clusters
  Score: Raw -358413.168895 + Penalty 2612.306526 = -355800.862369
  nChanged 313
		SP:Iteration 2F (29927.350000 sec): 3 clusters
  Score: Raw -358702.819060 + Penalty 2612.306526 = -356090.512534
  nChanged 269
		SP:Iteration 3F (29927.410000 sec): 3 clusters
  Score: Raw -359002.729603 + Penalty 2612.306526 = -356390.423077
  nChanged 223
		SP:Iteration 4F (29927.460000 sec): 3 clusters
  Score: Raw -359199.304927 + Penalty 2612.306526 = -356586.998401
  nChanged 170
		SP:Iteration 5F (29927.520000 sec): 3 clusters
  Score: Raw -359361.236453 + Penalty 2612.306526 = -356748.929927
  nChanged 122
		SP:Iteration 6Q (29927.580000 sec): 3 clusters
  Score: Raw -359467.960705 + Penalty 2612.306526 = -356855.654179
  nChanged 97
		SP:Iteration 7Q (29927.630000 sec): 3 clusters
  Score: Raw -359562.420871 + Penalty 2612.306526 = -356950.114345
  nChanged 101
		SP:Iteration 8Q (29927.690000 sec): 3 clusters
  Score: Raw -359678.543338 + Penalty 2612.306526 = -357066.236811
  nChanged 72
		SP:Iteration 9Q (29927.740000 sec): 3 clusters
  Score: Raw -359735.637500 + Penalty 2612.306526 = -357123.330974
  nChanged 55
		SP:Iteration 10Q (29927.800000 sec): 3 clusters
  Score: Raw -359768.153666 + Penalty 2612.306526 = -357155.847140
  nChanged 38
		SP:Iteration 11Q (29927.860000 sec): 3 clusters
  Score: Raw -359790.511720 + Penalty 2612.306526 = -357178.205194
  nChanged 36
		SP:Iteration 12Q (29927.910000 sec): 3 clusters
  Score: Raw -359812.148525 + Penalty 2612.306526 = -357199.841999
  nChanged 27
		SP:Iteration 13Q (29927.970000 sec): 3 clusters
  Score: Raw -359825.503031 + Penalty 2612.306526 = -357213.196505
  nChanged 17
		SP:Iteration 14Q (29928.020000 sec): 3 clusters
  Score: Raw -359831.441374 + Penalty 2612.306526 = -357219.134848
  nChanged 15
		SP:Iteration 15Q (29928.080000 sec): 3 clusters
  Score: Raw -359837.380184 + Penalty 2612.306526 = -357225.073658
  nChanged 15
		SP:Iteration 16Q (29928.140000 sec): 3 clusters
  Score: Raw -359842.377396 + Penalty 2612.306526 = -357230.070869
  nChanged 13
		SP:Iteration 17Q (29928.190000 sec): 3 clusters
  Score: Raw -359847.695491 + Penalty 2612.306526 = -357235.388965
  nChanged 10
		SP:Iteration 18Q (29928.250000 sec): 3 clusters
  Score: Raw -359851.624880 + Penalty 2612.306526 = -357239.318354
  nChanged 9
		SP:Iteration 19Q (29928.300000 sec): 3 clusters
  Score: Raw -359858.471672 + Penalty 2612.306526 = -357246.165146
  nChanged 10
		SP:Iteration 20F (29928.360000 sec): 3 clusters
  Score: Raw -359863.448432 + Penalty 2612.306526 = -357251.141906
  nChanged 5
		SP:Iteration 21Q (29928.410000 sec): 3 clusters
  Score: Raw -359864.936839 + Penalty 2612.306526 = -357252.630312
  nChanged 4
		SP:Iteration 22Q (29928.470000 sec): 3 clusters
  Score: Raw -359867.931089 + Penalty 2612.306526 = -357255.624563
  nChanged 2
		SP:Iteration 23Q (29928.520000 sec): 3 clusters
  Score: Raw -359868.698311 + Penalty 2612.306526 = -357256.391785
  nChanged 1
		SP:Iteration 24Q (29928.580000 sec): 3 clusters
  Score: Raw -359869.206872 + Penalty 2612.306526 = -357256.900345
  nChanged 4
		SP:Iteration 25Q (29928.640000 sec): 3 clusters
  Score: Raw -359871.270057 + Penalty 2612.306526 = -357258.963531
  nChanged 2
		SP:Iteration 26Q (29928.690000 sec): 3 clusters
  Score: Raw -359871.881525 + Penalty 2612.306526 = -357259.574999
  nChanged 0
		SP:Iteration 27F (29928.750000 sec): 3 clusters
  Score: Raw -359871.881525 + Penalty 2612.306526 = -357259.574999
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 19 (32903 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29929.040000 sec): 2 clusters
  Score: Raw -3863136.824846 + Penalty 1690.214357 = -3861446.610489
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29929.430000 sec): 3 clusters
  Score: Raw -3842688.981347 + Penalty 3380.428713 = -3839308.552634
  nChanged 15256
		SP:Iteration 1F (29929.830000 sec): 3 clusters
  Score: Raw -3851713.122304 + Penalty 3380.428713 = -3848332.693591
  nChanged 1924
		SP:Iteration 2F (29930.180000 sec): 3 clusters
  Score: Raw -3852707.605028 + Penalty 3380.428713 = -3849327.176315
  nChanged 2088
		SP:Iteration 3F (29930.580000 sec): 3 clusters
  Score: Raw -3853902.570441 + Penalty 3380.428713 = -3850522.141728
  nChanged 2223
		SP:Iteration 4F (29930.950000 sec): 3 clusters
  Score: Raw -3855270.868955 + Penalty 3380.428713 = -3851890.440241
  nChanged 2156
		SP:Iteration 5F (29931.330000 sec): 3 clusters
  Score: Raw -3856660.170278 + Penalty 3380.428713 = -3853279.741564
  nChanged 2088
		SP:Iteration 6F (29931.690000 sec): 3 clusters
  Score: Raw -3857928.156708 + Penalty 3380.428713 = -3854547.727995
  nChanged 1779
		SP:Iteration 7F (29932.090000 sec): 3 clusters
  Score: Raw -3858870.604830 + Penalty 3380.428713 = -3855490.176117
  nChanged 1430
		SP:Iteration 8Q (29932.480000 sec): 3 clusters
  Score: Raw -3859506.373231 + Penalty 3380.428713 = -3856125.944518
  nChanged 1067
		SP:Iteration 9Q (29932.830000 sec): 3 clusters
  Score: Raw -3859902.525413 + Penalty 3380.428713 = -3856522.096700
  nChanged 886
		SP:Iteration 10Q (29933.230000 sec): 3 clusters
  Score: Raw -3860195.757945 + Penalty 3380.428713 = -3856815.329232
  nChanged 732
		SP:Iteration 11Q (29933.580000 sec): 3 clusters
  Score: Raw -3860419.116317 + Penalty 3380.428713 = -3857038.687604
  nChanged 569
		SP:Iteration 12Q (29933.980000 sec): 3 clusters
  Score: Raw -3860562.830021 + Penalty 3380.428713 = -3857182.401308
  nChanged 459
		SP:Iteration 13Q (29934.330000 sec): 3 clusters
  Score: Raw -3860669.149135 + Penalty 3380.428713 = -3857288.720422
  nChanged 394
		SP:Iteration 14Q (29934.720000 sec): 3 clusters
  Score: Raw -3860774.415832 + Penalty 3380.428713 = -3857393.987119
  nChanged 381
		SP:Iteration 15Q (29935.090000 sec): 3 clusters
  Score: Raw -3860881.587059 + Penalty 3380.428713 = -3857501.158346
  nChanged 403
		SP:Iteration 16Q (29935.480000 sec): 3 clusters
  Score: Raw -3861010.077840 + Penalty 3380.428713 = -3857629.649126
  nChanged 418
		SP:Iteration 17Q (29935.830000 sec): 3 clusters
  Score: Raw -3861151.988843 + Penalty 3380.428713 = -3857771.560130
  nChanged 391
		SP:Iteration 18Q (29936.230000 sec): 3 clusters
  Score: Raw -3861308.242943 + Penalty 3380.428713 = -3857927.814229
  nChanged 419
		SP:Iteration 19Q (29936.580000 sec): 3 clusters
  Score: Raw -3861454.380666 + Penalty 3380.428713 = -3858073.951953
  nChanged 394
		SP:Iteration 20F (29936.980000 sec): 3 clusters
  Score: Raw -3861583.987839 + Penalty 3380.428713 = -3858203.559126
  nChanged 367
		SP:Iteration 21Q (29937.320000 sec): 3 clusters
  Score: Raw -3861704.685626 + Penalty 3380.428713 = -3858324.256913
  nChanged 356
		SP:Iteration 22Q (29937.690000 sec): 3 clusters
  Score: Raw -3861810.909077 + Penalty 3380.428713 = -3858430.480363
  nChanged 352
		SP:Iteration 23Q (29938.060000 sec): 3 clusters
  Score: Raw -3861921.342351 + Penalty 3380.428713 = -3858540.913638
  nChanged 336
		SP:Iteration 24Q (29938.440000 sec): 3 clusters
  Score: Raw -3862040.573358 + Penalty 3380.428713 = -3858660.144645
  nChanged 345
		SP:Iteration 25Q (29938.800000 sec): 3 clusters
  Score: Raw -3862151.477669 + Penalty 3380.428713 = -3858771.048956
  nChanged 362
		SP:Iteration 26Q (29939.190000 sec): 3 clusters
  Score: Raw -3862257.905364 + Penalty 3380.428713 = -3858877.476651
  nChanged 327
		SP:Iteration 27Q (29939.550000 sec): 3 clusters
  Score: Raw -3862343.194467 + Penalty 3380.428713 = -3858962.765754
  nChanged 319
		SP:Iteration 28Q (29939.880000 sec): 3 clusters
  Score: Raw -3862423.309506 + Penalty 3380.428713 = -3859042.880793
  nChanged 285
		SP:Iteration 29Q (29940.260000 sec): 3 clusters
  Score: Raw -3862498.772214 + Penalty 3380.428713 = -3859118.343501
  nChanged 282
		SP:Iteration 30Q (29940.590000 sec): 3 clusters
  Score: Raw -3862574.386226 + Penalty 3380.428713 = -3859193.957513
  nChanged 243
		SP:Iteration 31Q (29940.920000 sec): 3 clusters
  Score: Raw -3862635.693353 + Penalty 3380.428713 = -3859255.264639
  nChanged 244
		SP:Iteration 32Q (29941.300000 sec): 3 clusters
  Score: Raw -3862701.497762 + Penalty 3380.428713 = -3859321.069049
  nChanged 215
		SP:Iteration 33Q (29941.630000 sec): 3 clusters
  Score: Raw -3862755.823299 + Penalty 3380.428713 = -3859375.394585
  nChanged 207
		SP:Iteration 34Q (29941.960000 sec): 3 clusters
  Score: Raw -3862804.925577 + Penalty 3380.428713 = -3859424.496864
  nChanged 206
		SP:Iteration 35Q (29942.340000 sec): 3 clusters
  Score: Raw -3862865.537887 + Penalty 3380.428713 = -3859485.109174
  nChanged 213
		SP:Iteration 36Q (29942.680000 sec): 3 clusters
  Score: Raw -3862930.652285 + Penalty 3380.428713 = -3859550.223572
  nChanged 216
		SP:Iteration 37Q (29943.010000 sec): 3 clusters
  Score: Raw -3863007.436313 + Penalty 3380.428713 = -3859627.007599
  nChanged 235
		SP:Iteration 38Q (29943.380000 sec): 3 clusters
  Score: Raw -3863094.733495 + Penalty 3380.428713 = -3859714.304782
  nChanged 224
		SP:Iteration 39Q (29943.730000 sec): 3 clusters
  Score: Raw -3863173.150068 + Penalty 3380.428713 = -3859792.721355
  nChanged 224
		SP:Iteration 40F (29944.130000 sec): 3 clusters
  Score: Raw -3863258.807471 + Penalty 3380.428713 = -3859878.378758
  nChanged 237
		SP:Iteration 41Q (29944.460000 sec): 3 clusters
  Score: Raw -3863355.666696 + Penalty 3380.428713 = -3859975.237983
  nChanged 218
		SP:Iteration 42Q (29944.790000 sec): 3 clusters
  Score: Raw -3863453.806789 + Penalty 3380.428713 = -3860073.378076
  nChanged 223
		SP:Iteration 43Q (29945.160000 sec): 3 clusters
  Score: Raw -3863553.575356 + Penalty 3380.428713 = -3860173.146642
  nChanged 185
		SP:Iteration 44Q (29945.510000 sec): 3 clusters
  Score: Raw -3863643.728714 + Penalty 3380.428713 = -3860263.300001
  nChanged 167
		SP:Iteration 45Q (29945.830000 sec): 3 clusters
  Score: Raw -3863719.091221 + Penalty 3380.428713 = -3860338.662508
  nChanged 142
		SP:Iteration 46Q (29946.200000 sec): 3 clusters
  Score: Raw -3863773.568131 + Penalty 3380.428713 = -3860393.139418
  nChanged 108
		SP:Iteration 47Q (29946.550000 sec): 3 clusters
  Score: Raw -3863819.396401 + Penalty 3380.428713 = -3860438.967687
  nChanged 89
		SP:Iteration 48Q (29946.870000 sec): 3 clusters
  Score: Raw -3863856.399849 + Penalty 3380.428713 = -3860475.971136
  nChanged 68
		SP:Iteration 49Q (29947.250000 sec): 3 clusters
  Score: Raw -3863883.593655 + Penalty 3380.428713 = -3860503.164941
  nChanged 68
		SP:Iteration 50Q (29947.590000 sec): 3 clusters
  Score: Raw -3863911.392282 + Penalty 3380.428713 = -3860530.963569
  nChanged 65
		SP:Iteration 51Q (29947.910000 sec): 3 clusters
  Score: Raw -3863940.060798 + Penalty 3380.428713 = -3860559.632085
  nChanged 68
		SP:Iteration 52Q (29948.290000 sec): 3 clusters
  Score: Raw -3863966.515368 + Penalty 3380.428713 = -3860586.086655
  nChanged 47
		SP:Iteration 53Q (29948.630000 sec): 3 clusters
  Score: Raw -3863984.747163 + Penalty 3380.428713 = -3860604.318450
  nChanged 43
		SP:Iteration 54Q (29948.960000 sec): 3 clusters
  Score: Raw -3864002.549188 + Penalty 3380.428713 = -3860622.120475
  nChanged 47
		SP:Iteration 55Q (29949.330000 sec): 3 clusters
  Score: Raw -3864021.040273 + Penalty 3380.428713 = -3860640.611560
  nChanged 34
		SP:Iteration 56Q (29949.670000 sec): 3 clusters
  Score: Raw -3864033.028106 + Penalty 3380.428713 = -3860652.599393
  nChanged 38
		SP:Iteration 57Q (29950.000000 sec): 3 clusters
  Score: Raw -3864049.230709 + Penalty 3380.428713 = -3860668.801996
  nChanged 36
		SP:Iteration 58Q (29950.370000 sec): 3 clusters
  Score: Raw -3864063.764545 + Penalty 3380.428713 = -3860683.335832
  nChanged 35
		SP:Iteration 59Q (29950.720000 sec): 3 clusters
  Score: Raw -3864075.077817 + Penalty 3380.428713 = -3860694.649104
  nChanged 27
		SP:Iteration 60F (29951.070000 sec): 3 clusters
  Score: Raw -3864085.977182 + Penalty 3380.428713 = -3860705.548469
  nChanged 22
		SP:Iteration 61Q (29951.450000 sec): 3 clusters
  Score: Raw -3864095.834979 + Penalty 3380.428713 = -3860715.406266
  nChanged 31
		SP:Iteration 62Q (29951.770000 sec): 3 clusters
  Score: Raw -3864107.538087 + Penalty 3380.428713 = -3860727.109374
  nChanged 31
		SP:Iteration 63Q (29952.090000 sec): 3 clusters
  Score: Raw -3864118.602270 + Penalty 3380.428713 = -3860738.173557
  nChanged 21
		SP:Iteration 64Q (29952.450000 sec): 3 clusters
  Score: Raw -3864124.773464 + Penalty 3380.428713 = -3860744.344751
  nChanged 17
		SP:Iteration 65Q (29952.800000 sec): 3 clusters
  Score: Raw -3864130.197751 + Penalty 3380.428713 = -3860749.769037
  nChanged 12
		SP:Iteration 66Q (29953.120000 sec): 3 clusters
  Score: Raw -3864135.250111 + Penalty 3380.428713 = -3860754.821397
  nChanged 20
		SP:Iteration 67Q (29953.490000 sec): 3 clusters
  Score: Raw -3864145.748100 + Penalty 3380.428713 = -3860765.319387
  nChanged 24
		SP:Iteration 68Q (29953.840000 sec): 3 clusters
  Score: Raw -3864153.422635 + Penalty 3380.428713 = -3860772.993922
  nChanged 13
		SP:Iteration 69Q (29954.160000 sec): 3 clusters
  Score: Raw -3864158.296685 + Penalty 3380.428713 = -3860777.867972
  nChanged 14
		SP:Iteration 70Q (29954.530000 sec): 3 clusters
  Score: Raw -3864162.594685 + Penalty 3380.428713 = -3860782.165971
  nChanged 11
		SP:Iteration 71Q (29954.880000 sec): 3 clusters
  Score: Raw -3864164.466610 + Penalty 3380.428713 = -3860784.037896
  nChanged 7
		SP:Iteration 72Q (29955.210000 sec): 3 clusters
  Score: Raw -3864167.289734 + Penalty 3380.428713 = -3860786.861021
  nChanged 8
		SP:Iteration 73Q (29955.570000 sec): 3 clusters
  Score: Raw -3864170.080951 + Penalty 3380.428713 = -3860789.652237
  nChanged 14
		SP:Iteration 74Q (29955.920000 sec): 3 clusters
  Score: Raw -3864174.488398 + Penalty 3380.428713 = -3860794.059684
  nChanged 11
		SP:Iteration 75Q (29956.250000 sec): 3 clusters
  Score: Raw -3864178.008786 + Penalty 3380.428713 = -3860797.580073
  nChanged 7
		SP:Iteration 76Q (29956.570000 sec): 3 clusters
  Score: Raw -3864179.460549 + Penalty 3380.428713 = -3860799.031835
  nChanged 8
		SP:Iteration 77Q (29956.940000 sec): 3 clusters
  Score: Raw -3864181.202309 + Penalty 3380.428713 = -3860800.773595
  nChanged 4
		SP:Iteration 78Q (29957.290000 sec): 3 clusters
  Score: Raw -3864181.878469 + Penalty 3380.428713 = -3860801.449755
  nChanged 2
		SP:Iteration 79Q (29957.610000 sec): 3 clusters
  Score: Raw -3864182.094739 + Penalty 3380.428713 = -3860801.666025
  nChanged 1
		SP:Iteration 80F (29958.010000 sec): 3 clusters
  Score: Raw -3864182.201390 + Penalty 3380.428713 = -3860801.772676
  nChanged 2
		SP:Iteration 81Q (29958.330000 sec): 3 clusters
  Score: Raw -3864182.406165 + Penalty 3380.428713 = -3860801.977452
  nChanged 1
		SP:Iteration 82Q (29958.660000 sec): 3 clusters
  Score: Raw -3864182.735790 + Penalty 3380.428713 = -3860802.307076
  nChanged 4
		SP:Iteration 83Q (29959.030000 sec): 3 clusters
  Score: Raw -3864183.904237 + Penalty 3380.428713 = -3860803.475524
  nChanged 6
		SP:Iteration 84Q (29959.370000 sec): 3 clusters
  Score: Raw -3864185.659572 + Penalty 3380.428713 = -3860805.230859
  nChanged 3
		SP:Iteration 85Q (29959.700000 sec): 3 clusters
  Score: Raw -3864186.405069 + Penalty 3380.428713 = -3860805.976356
  nChanged 3
		SP:Iteration 86Q (29960.070000 sec): 3 clusters
  Score: Raw -3864187.592403 + Penalty 3380.428713 = -3860807.163690
  nChanged 4
		SP:Iteration 87Q (29960.410000 sec): 3 clusters
  Score: Raw -3864188.406435 + Penalty 3380.428713 = -3860807.977722
  nChanged 4
		SP:Iteration 88Q (29960.740000 sec): 3 clusters
  Score: Raw -3864189.269460 + Penalty 3380.428713 = -3860808.840746
  nChanged 6
		SP:Iteration 89Q (29961.110000 sec): 3 clusters
  Score: Raw -3864191.119917 + Penalty 3380.428713 = -3860810.691204
  nChanged 4
		SP:Iteration 90Q (29961.460000 sec): 3 clusters
  Score: Raw -3864192.146016 + Penalty 3380.428713 = -3860811.717303
  nChanged 0
		SP:Iteration 91F (29961.820000 sec): 3 clusters
  Score: Raw -3864192.146016 + Penalty 3380.428713 = -3860811.717303
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 20 (11463 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29961.930000 sec): 2 clusters
  Score: Raw -1376634.929137 + Penalty 1518.867957 = -1375116.061180
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29962.110000 sec): 3 clusters
  Score: Raw -1370133.302588 + Penalty 3037.735914 = -1367095.566673
  nChanged 4976
		SP:Iteration 1F (29962.270000 sec): 3 clusters
  Score: Raw -1372881.807917 + Penalty 3037.735914 = -1369844.072003
  nChanged 746
		SP:Iteration 2F (29962.430000 sec): 3 clusters
  Score: Raw -1373226.662866 + Penalty 3037.735914 = -1370188.926951
  nChanged 612
		SP:Iteration 3F (29962.590000 sec): 3 clusters
  Score: Raw -1373507.294965 + Penalty 3037.735914 = -1370469.559050
  nChanged 575
		SP:Iteration 4F (29962.780000 sec): 3 clusters
  Score: Raw -1373796.198638 + Penalty 3037.735914 = -1370758.462724
  nChanged 578
		SP:Iteration 5F (29962.930000 sec): 3 clusters
  Score: Raw -1374133.876564 + Penalty 3037.735914 = -1371096.140649
  nChanged 656
		SP:Iteration 6F (29963.120000 sec): 3 clusters
  Score: Raw -1374540.348310 + Penalty 3037.735914 = -1371502.612396
  nChanged 612
		SP:Iteration 7F (29963.280000 sec): 3 clusters
  Score: Raw -1374938.729688 + Penalty 3037.735914 = -1371900.993774
  nChanged 590
		SP:Iteration 8F (29963.460000 sec): 3 clusters
  Score: Raw -1375318.192337 + Penalty 3037.735914 = -1372280.456422
  nChanged 516
		SP:Iteration 9Q (29963.610000 sec): 3 clusters
  Score: Raw -1375663.388186 + Penalty 3037.735914 = -1372625.652272
  nChanged 449
		SP:Iteration 10Q (29963.790000 sec): 3 clusters
  Score: Raw -1375965.444948 + Penalty 3037.735914 = -1372927.709034
  nChanged 371
		SP:Iteration 11Q (29963.940000 sec): 3 clusters
  Score: Raw -1376217.914337 + Penalty 3037.735914 = -1373180.178423
  nChanged 289
		SP:Iteration 12Q (29964.130000 sec): 3 clusters
  Score: Raw -1376431.748627 + Penalty 3037.735914 = -1373394.012713
  nChanged 216
		SP:Iteration 13Q (29964.280000 sec): 3 clusters
  Score: Raw -1376603.292492 + Penalty 3037.735914 = -1373565.556578
  nChanged 176
		SP:Iteration 14Q (29964.450000 sec): 3 clusters
  Score: Raw -1376740.279800 + Penalty 3037.735914 = -1373702.543886
  nChanged 143
		SP:Iteration 15Q (29964.590000 sec): 3 clusters
  Score: Raw -1376869.546010 + Penalty 3037.735914 = -1373831.810096
  nChanged 121
		SP:Iteration 16Q (29964.770000 sec): 3 clusters
  Score: Raw -1376984.503020 + Penalty 3037.735914 = -1373946.767106
  nChanged 105
		SP:Iteration 17Q (29964.910000 sec): 3 clusters
  Score: Raw -1377075.665559 + Penalty 3037.735914 = -1374037.929644
  nChanged 79
		SP:Iteration 18Q (29965.060000 sec): 3 clusters
  Score: Raw -1377135.062252 + Penalty 3037.735914 = -1374097.326337
  nChanged 55
		SP:Iteration 19Q (29965.240000 sec): 3 clusters
  Score: Raw -1377177.580654 + Penalty 3037.735914 = -1374139.844739
  nChanged 39
		SP:Iteration 20F (29965.390000 sec): 3 clusters
  Score: Raw -1377208.497775 + Penalty 3037.735914 = -1374170.761860
  nChanged 33
		SP:Iteration 21Q (29965.570000 sec): 3 clusters
  Score: Raw -1377230.278751 + Penalty 3037.735914 = -1374192.542837
  nChanged 28
		SP:Iteration 22Q (29965.710000 sec): 3 clusters
  Score: Raw -1377244.115733 + Penalty 3037.735914 = -1374206.379819
  nChanged 17
		SP:Iteration 23Q (29965.880000 sec): 3 clusters
  Score: Raw -1377256.887709 + Penalty 3037.735914 = -1374219.151795
  nChanged 24
		SP:Iteration 24Q (29966.020000 sec): 3 clusters
  Score: Raw -1377271.198620 + Penalty 3037.735914 = -1374233.462706
  nChanged 13
		SP:Iteration 25Q (29966.170000 sec): 3 clusters
  Score: Raw -1377277.700009 + Penalty 3037.735914 = -1374239.964094
  nChanged 11
		SP:Iteration 26Q (29966.340000 sec): 3 clusters
  Score: Raw -1377283.497978 + Penalty 3037.735914 = -1374245.762064
  nChanged 5
		SP:Iteration 27Q (29966.480000 sec): 3 clusters
  Score: Raw -1377285.222031 + Penalty 3037.735914 = -1374247.486116
  nChanged 5
		SP:Iteration 28Q (29966.650000 sec): 3 clusters
  Score: Raw -1377286.752728 + Penalty 3037.735914 = -1374249.016814
  nChanged 0
		SP:Iteration 29F (29966.810000 sec): 3 clusters
  Score: Raw -1377286.752728 + Penalty 3037.735914 = -1374249.016814
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 21 (157079 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29967.910000 sec): 2 clusters
  Score: Raw -18503005.452521 + Penalty 1944.231923 = -18501061.220598
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29969.340000 sec): 3 clusters
  Score: Raw -18399161.429494 + Penalty 3888.463846 = -18395272.965648
  nChanged 76281
		SP:Iteration 1F (29970.790000 sec): 3 clusters
  Score: Raw -18444713.618029 + Penalty 3888.463846 = -18440825.154183
  nChanged 6350
		SP:Iteration 2Q (29972.240000 sec): 3 clusters
  Score: Raw -18446823.077277 + Penalty 3888.463846 = -18442934.613430
  nChanged 7771
		SP:Iteration 3Q (29973.720000 sec): 3 clusters
  Score: Raw -18450033.365295 + Penalty 3888.463846 = -18446144.901449
  nChanged 9251
		SP:Iteration 4F (29975.190000 sec): 3 clusters
  Score: Raw -18454548.244652 + Penalty 3888.463846 = -18450659.780805
  nChanged 10213
		SP:Iteration 5F (29976.660000 sec): 3 clusters
  Score: Raw -18460266.544862 + Penalty 3888.463846 = -18456378.081016
  nChanged 10758
		SP:Iteration 6F (29978.130000 sec): 3 clusters
  Score: Raw -18466782.715928 + Penalty 3888.463846 = -18462894.252082
  nChanged 10199
		SP:Iteration 7F (29979.600000 sec): 3 clusters
  Score: Raw -18473386.544085 + Penalty 3888.463846 = -18469498.080239
  nChanged 9289
		SP:Iteration 8F (29981.070000 sec): 3 clusters
  Score: Raw -18479982.308689 + Penalty 3888.463846 = -18476093.844842
  nChanged 8553
		SP:Iteration 9F (29982.520000 sec): 3 clusters
  Score: Raw -18486811.150619 + Penalty 3888.463846 = -18482922.686772
  nChanged 7492
		SP:Iteration 10Q (29983.960000 sec): 3 clusters
  Score: Raw -18493367.078180 + Penalty 3888.463846 = -18489478.614334
  nChanged 5543
		SP:Iteration 11Q (29985.370000 sec): 3 clusters
  Score: Raw -18498290.738007 + Penalty 3888.463846 = -18494402.274160
  nChanged 3281
		SP:Iteration 12Q (29986.750000 sec): 3 clusters
  Score: Raw -18501072.098574 + Penalty 3888.463846 = -18497183.634728
  nChanged 1632
		SP:Iteration 13Q (29988.060000 sec): 3 clusters
  Score: Raw -18502310.743984 + Penalty 3888.463846 = -18498422.280138
  nChanged 701
		SP:Iteration 14Q (29989.360000 sec): 3 clusters
  Score: Raw -18502798.128623 + Penalty 3888.463846 = -18498909.664777
  nChanged 354
		SP:Iteration 15Q (29990.670000 sec): 3 clusters
  Score: Raw -18503039.085032 + Penalty 3888.463846 = -18499150.621186
  nChanged 183
		SP:Iteration 16Q (29991.980000 sec): 3 clusters
  Score: Raw -18503148.617317 + Penalty 3888.463846 = -18499260.153471
  nChanged 99
		SP:Iteration 17Q (29993.320000 sec): 3 clusters
  Score: Raw -18503207.723614 + Penalty 3888.463846 = -18499319.259768
  nChanged 58
		SP:Iteration 18Q (29994.630000 sec): 3 clusters
  Score: Raw -18503239.726928 + Penalty 3888.463846 = -18499351.263082
  nChanged 29
		SP:Iteration 19Q (29995.960000 sec): 3 clusters
  Score: Raw -18503261.458787 + Penalty 3888.463846 = -18499372.994940
  nChanged 36
		SP:Iteration 20F (29997.420000 sec): 3 clusters
  Score: Raw -18503284.773547 + Penalty 3888.463846 = -18499396.309700
  nChanged 28
		SP:Iteration 21Q (29998.740000 sec): 3 clusters
  Score: Raw -18503300.435307 + Penalty 3888.463846 = -18499411.971461
  nChanged 22
		SP:Iteration 22Q (30000.010000 sec): 3 clusters
  Score: Raw -18503310.771410 + Penalty 3888.463846 = -18499422.307564
  nChanged 16
		SP:Iteration 23Q (30001.310000 sec): 3 clusters
  Score: Raw -18503321.315499 + Penalty 3888.463846 = -18499432.851653
  nChanged 14
		SP:Iteration 24Q (30002.620000 sec): 3 clusters
  Score: Raw -18503330.315953 + Penalty 3888.463846 = -18499441.852107
  nChanged 13
		SP:Iteration 25Q (30003.950000 sec): 3 clusters
  Score: Raw -18503337.769488 + Penalty 3888.463846 = -18499449.305642
  nChanged 10
		SP:Iteration 26Q (30005.280000 sec): 3 clusters
  Score: Raw -18503342.781238 + Penalty 3888.463846 = -18499454.317391
  nChanged 9
		SP:Iteration 27Q (30006.610000 sec): 3 clusters
  Score: Raw -18503349.064266 + Penalty 3888.463846 = -18499460.600420
  nChanged 10
		SP:Iteration 28Q (30007.930000 sec): 3 clusters
  Score: Raw -18503353.836310 + Penalty 3888.463846 = -18499465.372464
  nChanged 5
		SP:Iteration 29Q (30009.210000 sec): 3 clusters
  Score: Raw -18503356.140049 + Penalty 3888.463846 = -18499467.676202
  nChanged 3
		SP:Iteration 30Q (30010.480000 sec): 3 clusters
  Score: Raw -18503357.485231 + Penalty 3888.463846 = -18499469.021385
  nChanged 3
		SP:Iteration 31Q (30011.780000 sec): 3 clusters
  Score: Raw -18503358.713207 + Penalty 3888.463846 = -18499470.249360
  nChanged 4
		SP:Iteration 32Q (30013.110000 sec): 3 clusters
  Score: Raw -18503361.553982 + Penalty 3888.463846 = -18499473.090136
  nChanged 2
		SP:Iteration 33Q (30014.430000 sec): 3 clusters
  Score: Raw -18503362.107460 + Penalty 3888.463846 = -18499473.643614
  nChanged 1
		SP:Iteration 34Q (30015.750000 sec): 3 clusters
  Score: Raw -18503362.807191 + Penalty 3888.463846 = -18499474.343345
  nChanged 1
		SP:Iteration 35Q (30017.020000 sec): 3 clusters
  Score: Raw -18503363.624016 + Penalty 3888.463846 = -18499475.160170
  nChanged 3
		SP:Iteration 36Q (30018.330000 sec): 3 clusters
  Score: Raw -18503364.399154 + Penalty 3888.463846 = -18499475.935308
  nChanged 0
		SP:Iteration 37F (30019.790000 sec): 3 clusters
  Score: Raw -18503364.399154 + Penalty 3888.463846 = -18499475.935308
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 22 (7187 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30019.890000 sec): 2 clusters
  Score: Raw -887355.063425 + Penalty 1443.004732 = -885912.058694
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30020.030000 sec): 3 clusters
  Score: Raw -883432.884472 + Penalty 2886.009463 = -880546.875009
  nChanged 3072
		SP:Iteration 1F (30020.140000 sec): 3 clusters
  Score: Raw -885096.828765 + Penalty 2886.009463 = -882210.819302
  nChanged 430
		SP:Iteration 2F (30020.250000 sec): 3 clusters
  Score: Raw -885313.519151 + Penalty 2886.009463 = -882427.509688
  nChanged 357
		SP:Iteration 3Q (30020.360000 sec): 3 clusters
  Score: Raw -885491.409811 + Penalty 2886.009463 = -882605.400348
  nChanged 317
		SP:Iteration 4Q (30020.460000 sec): 3 clusters
  Score: Raw -885707.751227 + Penalty 2886.009463 = -882821.741764
  nChanged 347
		SP:Iteration 5Q (30020.580000 sec): 3 clusters
  Score: Raw -885984.028859 + Penalty 2886.009463 = -883098.019396
  nChanged 377
		SP:Iteration 6F (30020.690000 sec): 3 clusters
  Score: Raw -886312.047854 + Penalty 2886.009463 = -883426.038391
  nChanged 380
		SP:Iteration 7F (30020.810000 sec): 3 clusters
  Score: Raw -886618.693713 + Penalty 2886.009463 = -883732.684250
  nChanged 435
		SP:Iteration 8F (30020.920000 sec): 3 clusters
  Score: Raw -886978.474218 + Penalty 2886.009463 = -884092.464755
  nChanged 435
		SP:Iteration 9F (30021.040000 sec): 3 clusters
  Score: Raw -887303.557848 + Penalty 2886.009463 = -884417.548385
  nChanged 372
		SP:Iteration 10F (30021.160000 sec): 3 clusters
  Score: Raw -887548.002563 + Penalty 2886.009463 = -884661.993100
  nChanged 304
		SP:Iteration 11Q (30021.280000 sec): 3 clusters
  Score: Raw -887738.256912 + Penalty 2886.009463 = -884852.247448
  nChanged 248
		SP:Iteration 12Q (30021.400000 sec): 3 clusters
  Score: Raw -887897.691233 + Penalty 2886.009463 = -885011.681770
  nChanged 201
		SP:Iteration 13Q (30021.520000 sec): 3 clusters
  Score: Raw -888008.766382 + Penalty 2886.009463 = -885122.756919
  nChanged 157
		SP:Iteration 14Q (30021.630000 sec): 3 clusters
  Score: Raw -888089.851101 + Penalty 2886.009463 = -885203.841638
  nChanged 125
		SP:Iteration 15Q (30021.750000 sec): 3 clusters
  Score: Raw -888151.867152 + Penalty 2886.009463 = -885265.857689
  nChanged 95
		SP:Iteration 16Q (30021.860000 sec): 3 clusters
  Score: Raw -888197.557969 + Penalty 2886.009463 = -885311.548506
  nChanged 87
		SP:Iteration 17Q (30021.970000 sec): 3 clusters
  Score: Raw -888240.767527 + Penalty 2886.009463 = -885354.758064
  nChanged 78
		SP:Iteration 18Q (30022.080000 sec): 3 clusters
  Score: Raw -888282.449167 + Penalty 2886.009463 = -885396.439704
  nChanged 71
		SP:Iteration 19Q (30022.200000 sec): 3 clusters
  Score: Raw -888325.371550 + Penalty 2886.009463 = -885439.362087
  nChanged 74
		SP:Iteration 20F (30022.320000 sec): 3 clusters
  Score: Raw -888373.501797 + Penalty 2886.009463 = -885487.492334
  nChanged 83
		SP:Iteration 21Q (30022.440000 sec): 3 clusters
  Score: Raw -888434.112326 + Penalty 2886.009463 = -885548.102862
  nChanged 61
		SP:Iteration 22Q (30022.560000 sec): 3 clusters
  Score: Raw -888473.519108 + Penalty 2886.009463 = -885587.509645
  nChanged 41
		SP:Iteration 23Q (30022.670000 sec): 3 clusters
  Score: Raw -888507.697750 + Penalty 2886.009463 = -885621.688286
  nChanged 42
		SP:Iteration 24Q (30022.780000 sec): 3 clusters
  Score: Raw -888536.669545 + Penalty 2886.009463 = -885650.660082
  nChanged 34
		SP:Iteration 25Q (30022.900000 sec): 3 clusters
  Score: Raw -888556.637248 + Penalty 2886.009463 = -885670.627784
  nChanged 17
		SP:Iteration 26Q (30023.020000 sec): 3 clusters
  Score: Raw -888564.463255 + Penalty 2886.009463 = -885678.453792
  nChanged 11
		SP:Iteration 27Q (30023.130000 sec): 3 clusters
  Score: Raw -888568.366219 + Penalty 2886.009463 = -885682.356755
  nChanged 7
		SP:Iteration 28Q (30023.240000 sec): 3 clusters
  Score: Raw -888570.604714 + Penalty 2886.009463 = -885684.595251
  nChanged 12
		SP:Iteration 29Q (30023.360000 sec): 3 clusters
  Score: Raw -888573.693571 + Penalty 2886.009463 = -885687.684108
  nChanged 7
		SP:Iteration 30Q (30023.470000 sec): 3 clusters
  Score: Raw -888575.630691 + Penalty 2886.009463 = -885689.621227
  nChanged 9
		SP:Iteration 31Q (30023.590000 sec): 3 clusters
  Score: Raw -888578.353396 + Penalty 2886.009463 = -885692.343933
  nChanged 7
		SP:Iteration 32Q (30023.700000 sec): 3 clusters
  Score: Raw -888580.569904 + Penalty 2886.009463 = -885694.560441
  nChanged 9
		SP:Iteration 33Q (30023.820000 sec): 3 clusters
  Score: Raw -888582.190371 + Penalty 2886.009463 = -885696.180907
  nChanged 7
		SP:Iteration 34Q (30023.930000 sec): 3 clusters
  Score: Raw -888583.901442 + Penalty 2886.009463 = -885697.891979
  nChanged 8
		SP:Iteration 35Q (30024.050000 sec): 3 clusters
  Score: Raw -888586.741550 + Penalty 2886.009463 = -885700.732087
  nChanged 5
		SP:Iteration 36Q (30024.160000 sec): 3 clusters
  Score: Raw -888588.180695 + Penalty 2886.009463 = -885702.171232
  nChanged 4
		SP:Iteration 37Q (30024.280000 sec): 3 clusters
  Score: Raw -888589.430461 + Penalty 2886.009463 = -885703.420998
  nChanged 2
		SP:Iteration 38Q (30024.390000 sec): 3 clusters
  Score: Raw -888589.879232 + Penalty 2886.009463 = -885703.869768
  nChanged 1
		SP:Iteration 39Q (30024.500000 sec): 3 clusters
  Score: Raw -888590.032542 + Penalty 2886.009463 = -885704.023079
  nChanged 0
		SP:Iteration 40F (30024.620000 sec): 3 clusters
  Score: Raw -888590.032542 + Penalty 2886.009463 = -885704.023079
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 23 (12776 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30024.780000 sec): 2 clusters
  Score: Raw -1506745.897368 + Penalty 1536.490100 = -1505209.407268
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30024.960000 sec): 3 clusters
  Score: Raw -1499350.721739 + Penalty 3072.980199 = -1496277.741540
  nChanged 5623
		SP:Iteration 1F (30025.140000 sec): 3 clusters
  Score: Raw -1502424.116825 + Penalty 3072.980199 = -1499351.136626
  nChanged 800
		SP:Iteration 2F (30025.330000 sec): 3 clusters
  Score: Raw -1502810.698439 + Penalty 3072.980199 = -1499737.718240
  nChanged 760
		SP:Iteration 3F (30025.500000 sec): 3 clusters
  Score: Raw -1503216.277071 + Penalty 3072.980199 = -1500143.296872
  nChanged 714
		SP:Iteration 4F (30025.680000 sec): 3 clusters
  Score: Raw -1503615.635265 + Penalty 3072.980199 = -1500542.655066
  nChanged 670
		SP:Iteration 5F (30025.880000 sec): 3 clusters
  Score: Raw -1504023.930205 + Penalty 3072.980199 = -1500950.950005
  nChanged 700
		SP:Iteration 6F (30026.050000 sec): 3 clusters
  Score: Raw -1504493.196663 + Penalty 3072.980199 = -1501420.216464
  nChanged 702
		SP:Iteration 7F (30026.220000 sec): 3 clusters
  Score: Raw -1504986.553954 + Penalty 3072.980199 = -1501913.573754
  nChanged 709
		SP:Iteration 8F (30026.430000 sec): 3 clusters
  Score: Raw -1505524.560294 + Penalty 3072.980199 = -1502451.580094
  nChanged 659
		SP:Iteration 9F (30026.600000 sec): 3 clusters
  Score: Raw -1506020.734920 + Penalty 3072.980199 = -1502947.754721
  nChanged 541
		SP:Iteration 10Q (30026.770000 sec): 3 clusters
  Score: Raw -1506391.165878 + Penalty 3072.980199 = -1503318.185679
  nChanged 450
		SP:Iteration 11Q (30026.980000 sec): 3 clusters
  Score: Raw -1506631.640257 + Penalty 3072.980199 = -1503558.660058
  nChanged 354
		SP:Iteration 12Q (30027.150000 sec): 3 clusters
  Score: Raw -1506814.825832 + Penalty 3072.980199 = -1503741.845633
  nChanged 289
		SP:Iteration 13Q (30027.320000 sec): 3 clusters
  Score: Raw -1506979.829036 + Penalty 3072.980199 = -1503906.848837
  nChanged 270
		SP:Iteration 14Q (30027.520000 sec): 3 clusters
  Score: Raw -1507165.255289 + Penalty 3072.980199 = -1504092.275089
  nChanged 286
		SP:Iteration 15Q (30027.690000 sec): 3 clusters
  Score: Raw -1507352.794481 + Penalty 3072.980199 = -1504279.814282
  nChanged 267
		SP:Iteration 16Q (30027.880000 sec): 3 clusters
  Score: Raw -1507528.153080 + Penalty 3072.980199 = -1504455.172881
  nChanged 245
		SP:Iteration 17Q (30028.060000 sec): 3 clusters
  Score: Raw -1507690.984212 + Penalty 3072.980199 = -1504618.004013
  nChanged 260
		SP:Iteration 18Q (30028.230000 sec): 3 clusters
  Score: Raw -1507838.482869 + Penalty 3072.980199 = -1504765.502669
  nChanged 242
		SP:Iteration 19Q (30028.410000 sec): 3 clusters
  Score: Raw -1507969.724749 + Penalty 3072.980199 = -1504896.744549
  nChanged 235
		SP:Iteration 20F (30028.590000 sec): 3 clusters
  Score: Raw -1508104.406286 + Penalty 3072.980199 = -1505031.426087
  nChanged 225
		SP:Iteration 21Q (30028.760000 sec): 3 clusters
  Score: Raw -1508228.575735 + Penalty 3072.980199 = -1505155.595536
  nChanged 206
		SP:Iteration 22Q (30028.950000 sec): 3 clusters
  Score: Raw -1508334.753990 + Penalty 3072.980199 = -1505261.773791
  nChanged 192
		SP:Iteration 23Q (30029.120000 sec): 3 clusters
  Score: Raw -1508418.318669 + Penalty 3072.980199 = -1505345.338470
  nChanged 172
		SP:Iteration 24Q (30029.290000 sec): 3 clusters
  Score: Raw -1508496.613646 + Penalty 3072.980199 = -1505423.633447
  nChanged 163
		SP:Iteration 25Q (30029.470000 sec): 3 clusters
  Score: Raw -1508561.782918 + Penalty 3072.980199 = -1505488.802719
  nChanged 128
		SP:Iteration 26Q (30029.640000 sec): 3 clusters
  Score: Raw -1508608.991688 + Penalty 3072.980199 = -1505536.011488
  nChanged 101
		SP:Iteration 27Q (30029.800000 sec): 3 clusters
  Score: Raw -1508639.230014 + Penalty 3072.980199 = -1505566.249815
  nChanged 80
		SP:Iteration 28Q (30030.010000 sec): 3 clusters
  Score: Raw -1508655.115654 + Penalty 3072.980199 = -1505582.135455
  nChanged 51
		SP:Iteration 29Q (30030.170000 sec): 3 clusters
  Score: Raw -1508663.200886 + Penalty 3072.980199 = -1505590.220687
  nChanged 30
		SP:Iteration 30Q (30030.340000 sec): 3 clusters
  Score: Raw -1508667.697567 + Penalty 3072.980199 = -1505594.717368
  nChanged 28
		SP:Iteration 31Q (30030.530000 sec): 3 clusters
  Score: Raw -1508671.867968 + Penalty 3072.980199 = -1505598.887769
  nChanged 18
		SP:Iteration 32Q (30030.710000 sec): 3 clusters
  Score: Raw -1508674.874540 + Penalty 3072.980199 = -1505601.894341
  nChanged 21
		SP:Iteration 33Q (30030.880000 sec): 3 clusters
  Score: Raw -1508677.750534 + Penalty 3072.980199 = -1505604.770334
  nChanged 23
		SP:Iteration 34Q (30031.040000 sec): 3 clusters
  Score: Raw -1508682.449172 + Penalty 3072.980199 = -1505609.468973
  nChanged 23
		SP:Iteration 35Q (30031.220000 sec): 3 clusters
  Score: Raw -1508685.871660 + Penalty 3072.980199 = -1505612.891461
  nChanged 25
		SP:Iteration 36Q (30031.400000 sec): 3 clusters
  Score: Raw -1508690.591922 + Penalty 3072.980199 = -1505617.611723
  nChanged 29
		SP:Iteration 37Q (30031.570000 sec): 3 clusters
  Score: Raw -1508697.869987 + Penalty 3072.980199 = -1505624.889788
  nChanged 33
		SP:Iteration 38Q (30031.750000 sec): 3 clusters
  Score: Raw -1508708.920266 + Penalty 3072.980199 = -1505635.940066
  nChanged 37
		SP:Iteration 39Q (30031.910000 sec): 3 clusters
  Score: Raw -1508719.819094 + Penalty 3072.980199 = -1505646.838895
  nChanged 40
		SP:Iteration 40F (30032.090000 sec): 3 clusters
  Score: Raw -1508733.245606 + Penalty 3072.980199 = -1505660.265407
  nChanged 42
		SP:Iteration 41Q (30032.270000 sec): 3 clusters
  Score: Raw -1508746.401899 + Penalty 3072.980199 = -1505673.421699
  nChanged 44
		SP:Iteration 42Q (30032.430000 sec): 3 clusters
  Score: Raw -1508766.634586 + Penalty 3072.980199 = -1505693.654387
  nChanged 58
		SP:Iteration 43Q (30032.620000 sec): 3 clusters
  Score: Raw -1508795.959505 + Penalty 3072.980199 = -1505722.979306
  nChanged 59
		SP:Iteration 44Q (30032.790000 sec): 3 clusters
  Score: Raw -1508841.294436 + Penalty 3072.980199 = -1505768.314236
  nChanged 86
		SP:Iteration 45Q (30032.950000 sec): 3 clusters
  Score: Raw -1508939.809016 + Penalty 3072.980199 = -1505866.828817
  nChanged 111
		SP:Iteration 46Q (30033.160000 sec): 3 clusters
  Score: Raw -1509101.329806 + Penalty 3072.980199 = -1506028.349607
  nChanged 123
		SP:Iteration 47Q (30033.330000 sec): 3 clusters
  Score: Raw -1509230.673285 + Penalty 3072.980199 = -1506157.693085
  nChanged 97
		SP:Iteration 48Q (30033.490000 sec): 3 clusters
  Score: Raw -1509286.429238 + Penalty 3072.980199 = -1506213.449039
  nChanged 64
		SP:Iteration 49Q (30033.690000 sec): 3 clusters
  Score: Raw -1509311.893350 + Penalty 3072.980199 = -1506238.913150
  nChanged 40
		SP:Iteration 50Q (30033.850000 sec): 3 clusters
  Score: Raw -1509322.186430 + Penalty 3072.980199 = -1506249.206231
  nChanged 21
		SP:Iteration 51Q (30034.030000 sec): 3 clusters
  Score: Raw -1509324.939870 + Penalty 3072.980199 = -1506251.959670
  nChanged 16
		SP:Iteration 52Q (30034.190000 sec): 3 clusters
  Score: Raw -1509326.909286 + Penalty 3072.980199 = -1506253.929087
  nChanged 11
		SP:Iteration 53Q (30034.350000 sec): 3 clusters
  Score: Raw -1509328.115184 + Penalty 3072.980199 = -1506255.134985
  nChanged 6
		SP:Iteration 54Q (30034.550000 sec): 3 clusters
  Score: Raw -1509328.462750 + Penalty 3072.980199 = -1506255.482551
  nChanged 1
		SP:Iteration 55Q (30034.710000 sec): 3 clusters
  Score: Raw -1509328.583661 + Penalty 3072.980199 = -1506255.603462
  nChanged 1
		SP:Iteration 56Q (30034.900000 sec): 3 clusters
  Score: Raw -1509328.741872 + Penalty 3072.980199 = -1506255.761673
  nChanged 1
		SP:Iteration 57Q (30035.050000 sec): 3 clusters
  Score: Raw -1509328.805345 + Penalty 3072.980199 = -1506255.825146
  nChanged 0
		SP:Iteration 58F (30035.230000 sec): 3 clusters
  Score: Raw -1509328.805345 + Penalty 3072.980199 = -1506255.825146
  nChanged 0
  Score: Raw -119064948.588271 + Penalty 229537.418000 = -118835411.170271

Splitting cluster 23 changes total score from -118815327.063226 to -118835411.170271

 So it's getting split into cluster 102.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 24 (361 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30342.070000 sec): 2 clusters
  Score: Raw -41632.676289 + Penalty 956.942668 = -40675.733621
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30342.080000 sec): 3 clusters
  Score: Raw -41721.864197 + Penalty 1913.885336 = -39807.978861
  nChanged 88
		SP:Iteration 1F (30342.090000 sec): 3 clusters
  Score: Raw -41887.562954 + Penalty 1913.885336 = -39973.677617
  nChanged 26
		SP:Iteration 2F (30342.100000 sec): 3 clusters
  Score: Raw -41946.058670 + Penalty 1913.885336 = -40032.173334
  nChanged 16
		SP:Iteration 3Q (30342.110000 sec): 3 clusters
  Score: Raw -41973.941302 + Penalty 1913.885336 = -40060.055965
  nChanged 7
		SP:Iteration 4Q (30342.120000 sec): 3 clusters
  Score: Raw -41990.429643 + Penalty 1913.885336 = -40076.544307
  nChanged 3
		SP:Iteration 5Q (30342.130000 sec): 3 clusters
  Score: Raw -41993.135846 + Penalty 1913.885336 = -40079.250510
  nChanged 3
		SP:Iteration 6Q (30342.140000 sec): 3 clusters
  Score: Raw -41997.982122 + Penalty 1913.885336 = -40084.096785
  nChanged 5
		SP:Iteration 7Q (30342.150000 sec): 3 clusters
  Score: Raw -42011.454678 + Penalty 1913.885336 = -40097.569341
  nChanged 5
		SP:Iteration 8Q (30342.160000 sec): 3 clusters
  Score: Raw -42031.487063 + Penalty 1913.885336 = -40117.601726
  nChanged 5
		SP:Iteration 9Q (30342.170000 sec): 3 clusters
  Score: Raw -42042.703646 + Penalty 1913.885336 = -40128.818310
  nChanged 3
		SP:Iteration 10Q (30342.180000 sec): 3 clusters
  Score: Raw -42048.225399 + Penalty 1913.885336 = -40134.340062
  nChanged 2
		SP:Iteration 11Q (30342.190000 sec): 3 clusters
  Score: Raw -42052.895568 + Penalty 1913.885336 = -40139.010232
  nChanged 2
		SP:Iteration 12Q (30342.190000 sec): 3 clusters
  Score: Raw -42059.547951 + Penalty 1913.885336 = -40145.662614
  nChanged 2
		SP:Iteration 13Q (30342.200000 sec): 3 clusters
  Score: Raw -42066.359063 + Penalty 1913.885336 = -40152.473727
  nChanged 1
		SP:Iteration 14Q (30342.210000 sec): 3 clusters
  Score: Raw -42069.045866 + Penalty 1913.885336 = -40155.160530
  nChanged 0
		SP:Iteration 15F (30342.220000 sec): 3 clusters
  Score: Raw -42069.045866 + Penalty 1913.885336 = -40155.160530
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 25 (25544 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30342.440000 sec): 2 clusters
  Score: Raw -3095997.893032 + Penalty 1649.075632 = -3094348.817400
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30342.710000 sec): 3 clusters
  Score: Raw -3080413.500685 + Penalty 3298.151264 = -3077115.349421
  nChanged 11590
		SP:Iteration 1F (30342.980000 sec): 3 clusters
  Score: Raw -3086713.050549 + Penalty 3298.151264 = -3083414.899286
  nChanged 1079
		SP:Iteration 2Q (30343.290000 sec): 3 clusters
  Score: Raw -3086993.332124 + Penalty 3298.151264 = -3083695.180861
  nChanged 913
		SP:Iteration 3Q (30343.560000 sec): 3 clusters
  Score: Raw -3087222.541035 + Penalty 3298.151264 = -3083924.389771
  nChanged 798
		SP:Iteration 4Q (30343.830000 sec): 3 clusters
  Score: Raw -3087424.709791 + Penalty 3298.151264 = -3084126.558527
  nChanged 756
		SP:Iteration 5Q (30344.130000 sec): 3 clusters
  Score: Raw -3087622.862372 + Penalty 3298.151264 = -3084324.711108
  nChanged 768
		SP:Iteration 6Q (30344.390000 sec): 3 clusters
  Score: Raw -3087853.116176 + Penalty 3298.151264 = -3084554.964912
  nChanged 842
		SP:Iteration 7Q (30344.670000 sec): 3 clusters
  Score: Raw -3088159.700385 + Penalty 3298.151264 = -3084861.549121
  nChanged 1034
		SP:Iteration 8Q (30344.980000 sec): 3 clusters
  Score: Raw -3088617.787138 + Penalty 3298.151264 = -3085319.635874
  nChanged 1240
		SP:Iteration 9Q (30345.250000 sec): 3 clusters
  Score: Raw -3089279.618781 + Penalty 3298.151264 = -3085981.467517
  nChanged 1485
		SP:Iteration 10F (30345.550000 sec): 3 clusters
  Score: Raw -3090229.850433 + Penalty 3298.151264 = -3086931.699169
  nChanged 1672
		SP:Iteration 11F (30345.840000 sec): 3 clusters
  Score: Raw -3091511.012868 + Penalty 3298.151264 = -3088212.861605
  nChanged 1669
		SP:Iteration 12F (30346.110000 sec): 3 clusters
  Score: Raw -3092945.038769 + Penalty 3298.151264 = -3089646.887505
  nChanged 1440
		SP:Iteration 13F (30346.410000 sec): 3 clusters
  Score: Raw -3094269.226307 + Penalty 3298.151264 = -3090971.075043
  nChanged 966
		SP:Iteration 14Q (30346.690000 sec): 3 clusters
  Score: Raw -3095183.871401 + Penalty 3298.151264 = -3091885.720138
  nChanged 517
		SP:Iteration 15Q (30346.930000 sec): 3 clusters
  Score: Raw -3095658.334982 + Penalty 3298.151264 = -3092360.183718
  nChanged 249
		SP:Iteration 16Q (30347.220000 sec): 3 clusters
  Score: Raw -3095891.996213 + Penalty 3298.151264 = -3092593.844949
  nChanged 131
		SP:Iteration 17Q (30347.480000 sec): 3 clusters
  Score: Raw -3096021.815487 + Penalty 3298.151264 = -3092723.664223
  nChanged 67
		SP:Iteration 18Q (30347.750000 sec): 3 clusters
  Score: Raw -3096110.078468 + Penalty 3298.151264 = -3092811.927204
  nChanged 40
		SP:Iteration 19Q (30347.980000 sec): 3 clusters
  Score: Raw -3096163.587848 + Penalty 3298.151264 = -3092865.436585
  nChanged 24
		SP:Iteration 20F (30348.250000 sec): 3 clusters
  Score: Raw -3096193.636124 + Penalty 3298.151264 = -3092895.484860
  nChanged 11
		SP:Iteration 21Q (30348.480000 sec): 3 clusters
  Score: Raw -3096208.684667 + Penalty 3298.151264 = -3092910.533403
  nChanged 9
		SP:Iteration 22Q (30348.730000 sec): 3 clusters
  Score: Raw -3096219.544308 + Penalty 3298.151264 = -3092921.393044
  nChanged 6
		SP:Iteration 23Q (30349.000000 sec): 3 clusters
  Score: Raw -3096225.544223 + Penalty 3298.151264 = -3092927.392959
  nChanged 3
		SP:Iteration 24Q (30349.280000 sec): 3 clusters
  Score: Raw -3096227.867114 + Penalty 3298.151264 = -3092929.715850
  nChanged 2
		SP:Iteration 25Q (30349.520000 sec): 3 clusters
  Score: Raw -3096229.543961 + Penalty 3298.151264 = -3092931.392698
  nChanged 1
		SP:Iteration 26Q (30349.760000 sec): 3 clusters
  Score: Raw -3096230.940872 + Penalty 3298.151264 = -3092932.789608
  nChanged 2
		SP:Iteration 27Q (30349.990000 sec): 3 clusters
  Score: Raw -3096232.469816 + Penalty 3298.151264 = -3092934.318552
  nChanged 1
		SP:Iteration 28Q (30350.230000 sec): 3 clusters
  Score: Raw -3096233.062658 + Penalty 3298.151264 = -3092934.911394
  nChanged 0
		SP:Iteration 29F (30350.500000 sec): 3 clusters
  Score: Raw -3096233.062658 + Penalty 3298.151264 = -3092934.911394
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 26 (6662 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30350.580000 sec): 2 clusters
  Score: Raw -745968.230814 + Penalty 1430.678441 = -744537.552373
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30350.740000 sec): 3 clusters
  Score: Raw -742445.412641 + Penalty 2861.356881 = -739584.055760
  nChanged 2705
		SP:Iteration 1F (30350.850000 sec): 3 clusters
  Score: Raw -743921.151676 + Penalty 2861.356881 = -741059.794795
  nChanged 531
		SP:Iteration 2F (30350.950000 sec): 3 clusters
  Score: Raw -744362.916671 + Penalty 2861.356881 = -741501.559790
  nChanged 531
		SP:Iteration 3F (30351.060000 sec): 3 clusters
  Score: Raw -744878.706341 + Penalty 2861.356881 = -742017.349460
  nChanged 533
		SP:Iteration 4F (30351.170000 sec): 3 clusters
  Score: Raw -745405.087275 + Penalty 2861.356881 = -742543.730394
  nChanged 485
		SP:Iteration 5F (30351.280000 sec): 3 clusters
  Score: Raw -745914.126973 + Penalty 2861.356881 = -743052.770091
  nChanged 439
		SP:Iteration 6F (30351.400000 sec): 3 clusters
  Score: Raw -746333.446073 + Penalty 2861.356881 = -743472.089192
  nChanged 325
		SP:Iteration 7Q (30351.510000 sec): 3 clusters
  Score: Raw -746604.419598 + Penalty 2861.356881 = -743743.062717
  nChanged 285
		SP:Iteration 8Q (30351.630000 sec): 3 clusters
  Score: Raw -746852.520841 + Penalty 2861.356881 = -743991.163960
  nChanged 265
		SP:Iteration 9Q (30351.740000 sec): 3 clusters
  Score: Raw -747123.599698 + Penalty 2861.356881 = -744262.242817
  nChanged 254
		SP:Iteration 10Q (30351.850000 sec): 3 clusters
  Score: Raw -747370.182673 + Penalty 2861.356881 = -744508.825792
  nChanged 210
		SP:Iteration 11Q (30351.970000 sec): 3 clusters
  Score: Raw -747559.067805 + Penalty 2861.356881 = -744697.710924
  nChanged 148
		SP:Iteration 12Q (30352.080000 sec): 3 clusters
  Score: Raw -747662.441136 + Penalty 2861.356881 = -744801.084255
  nChanged 104
		SP:Iteration 13Q (30352.190000 sec): 3 clusters
  Score: Raw -747710.374994 + Penalty 2861.356881 = -744849.018113
  nChanged 68
		SP:Iteration 14Q (30352.300000 sec): 3 clusters
  Score: Raw -747744.811319 + Penalty 2861.356881 = -744883.454438
  nChanged 51
		SP:Iteration 15Q (30352.410000 sec): 3 clusters
  Score: Raw -747767.513591 + Penalty 2861.356881 = -744906.156710
  nChanged 40
		SP:Iteration 16Q (30352.520000 sec): 3 clusters
  Score: Raw -747787.905655 + Penalty 2861.356881 = -744926.548774
  nChanged 41
		SP:Iteration 17Q (30352.630000 sec): 3 clusters
  Score: Raw -747812.702674 + Penalty 2861.356881 = -744951.345793
  nChanged 34
		SP:Iteration 18Q (30352.750000 sec): 3 clusters
  Score: Raw -747829.417332 + Penalty 2861.356881 = -744968.060451
  nChanged 19
		SP:Iteration 19Q (30352.850000 sec): 3 clusters
  Score: Raw -747833.914095 + Penalty 2861.356881 = -744972.557213
  nChanged 7
		SP:Iteration 20F (30352.970000 sec): 3 clusters
  Score: Raw -747836.444744 + Penalty 2861.356881 = -744975.087863
  nChanged 11
		SP:Iteration 21Q (30353.080000 sec): 3 clusters
  Score: Raw -747839.411528 + Penalty 2861.356881 = -744978.054647
  nChanged 6
		SP:Iteration 22Q (30353.190000 sec): 3 clusters
  Score: Raw -747840.374830 + Penalty 2861.356881 = -744979.017949
  nChanged 8
		SP:Iteration 23Q (30353.330000 sec): 3 clusters
  Score: Raw -747841.976550 + Penalty 2861.356881 = -744980.619669
  nChanged 7
		SP:Iteration 24Q (30353.430000 sec): 3 clusters
  Score: Raw -747843.030155 + Penalty 2861.356881 = -744981.673274
  nChanged 7
		SP:Iteration 25Q (30353.540000 sec): 3 clusters
  Score: Raw -747844.096393 + Penalty 2861.356881 = -744982.739511
  nChanged 3
		SP:Iteration 26Q (30353.650000 sec): 3 clusters
  Score: Raw -747844.333085 + Penalty 2861.356881 = -744982.976203
  nChanged 2
		SP:Iteration 27Q (30353.750000 sec): 3 clusters
  Score: Raw -747844.704353 + Penalty 2861.356881 = -744983.347472
  nChanged 3
		SP:Iteration 28Q (30353.850000 sec): 3 clusters
  Score: Raw -747845.132651 + Penalty 2861.356881 = -744983.775770
  nChanged 3
		SP:Iteration 29Q (30353.960000 sec): 3 clusters
  Score: Raw -747845.474679 + Penalty 2861.356881 = -744984.117798
  nChanged 3
		SP:Iteration 30Q (30354.060000 sec): 3 clusters
  Score: Raw -747845.862768 + Penalty 2861.356881 = -744984.505887
  nChanged 2
		SP:Iteration 31Q (30354.170000 sec): 3 clusters
  Score: Raw -747846.239837 + Penalty 2861.356881 = -744984.882956
  nChanged 2
		SP:Iteration 32Q (30354.270000 sec): 3 clusters
  Score: Raw -747846.488044 + Penalty 2861.356881 = -744985.131163
  nChanged 1
		SP:Iteration 33Q (30354.380000 sec): 3 clusters
  Score: Raw -747846.775861 + Penalty 2861.356881 = -744985.418980
  nChanged 1
		SP:Iteration 34Q (30354.480000 sec): 3 clusters
  Score: Raw -747846.954472 + Penalty 2861.356881 = -744985.597591
  nChanged 0
		SP:Iteration 35F (30354.590000 sec): 3 clusters
  Score: Raw -747846.954472 + Penalty 2861.356881 = -744985.597591
  nChanged 0
  Score: Raw -119066827.311929 + Penalty 231787.784843 = -118835039.527086

Splitting cluster 26 changes total score from -118815327.063226 to -118835039.527086

 So it's getting split into cluster 103.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 27 (4383 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30667.380000 sec): 2 clusters
  Score: Raw -488812.027721 + Penalty 1362.641914 = -487449.385807
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30667.490000 sec): 3 clusters
  Score: Raw -486561.494923 + Penalty 2725.283828 = -483836.211095
  nChanged 1718
		SP:Iteration 1F (30667.570000 sec): 3 clusters
  Score: Raw -487705.334447 + Penalty 2725.283828 = -484980.050619
  nChanged 424
		SP:Iteration 2F (30667.650000 sec): 3 clusters
  Score: Raw -488095.496826 + Penalty 2725.283828 = -485370.212998
  nChanged 331
		SP:Iteration 3F (30667.720000 sec): 3 clusters
  Score: Raw -488412.042224 + Penalty 2725.283828 = -485686.758396
  nChanged 278
		SP:Iteration 4F (30667.800000 sec): 3 clusters
  Score: Raw -488701.468039 + Penalty 2725.283828 = -485976.184211
  nChanged 266
		SP:Iteration 5F (30667.880000 sec): 3 clusters
  Score: Raw -488955.841212 + Penalty 2725.283828 = -486230.557384
  nChanged 208
		SP:Iteration 6Q (30667.960000 sec): 3 clusters
  Score: Raw -489095.965242 + Penalty 2725.283828 = -486370.681414
  nChanged 134
		SP:Iteration 7Q (30668.040000 sec): 3 clusters
  Score: Raw -489175.610883 + Penalty 2725.283828 = -486450.327056
  nChanged 77
		SP:Iteration 8Q (30668.120000 sec): 3 clusters
  Score: Raw -489221.469091 + Penalty 2725.283828 = -486496.185264
  nChanged 74
		SP:Iteration 9Q (30668.190000 sec): 3 clusters
  Score: Raw -489253.490712 + Penalty 2725.283828 = -486528.206884
  nChanged 57
		SP:Iteration 10Q (30668.270000 sec): 3 clusters
  Score: Raw -489278.494094 + Penalty 2725.283828 = -486553.210266
  nChanged 43
		SP:Iteration 11Q (30668.350000 sec): 3 clusters
  Score: Raw -489294.364052 + Penalty 2725.283828 = -486569.080225
  nChanged 35
		SP:Iteration 12Q (30668.420000 sec): 3 clusters
  Score: Raw -489309.247695 + Penalty 2725.283828 = -486583.963867
  nChanged 29
		SP:Iteration 13Q (30668.500000 sec): 3 clusters
  Score: Raw -489321.554494 + Penalty 2725.283828 = -486596.270666
  nChanged 26
		SP:Iteration 14Q (30668.580000 sec): 3 clusters
  Score: Raw -489332.529514 + Penalty 2725.283828 = -486607.245686
  nChanged 26
		SP:Iteration 15Q (30668.660000 sec): 3 clusters
  Score: Raw -489340.943496 + Penalty 2725.283828 = -486615.659669
  nChanged 21
		SP:Iteration 16Q (30668.730000 sec): 3 clusters
  Score: Raw -489349.084631 + Penalty 2725.283828 = -486623.800803
  nChanged 15
		SP:Iteration 17Q (30668.810000 sec): 3 clusters
  Score: Raw -489354.215379 + Penalty 2725.283828 = -486628.931552
  nChanged 11
		SP:Iteration 18Q (30668.890000 sec): 3 clusters
  Score: Raw -489357.673216 + Penalty 2725.283828 = -486632.389388
  nChanged 17
		SP:Iteration 19Q (30668.960000 sec): 3 clusters
  Score: Raw -489362.474111 + Penalty 2725.283828 = -486637.190283
  nChanged 11
		SP:Iteration 20F (30669.040000 sec): 3 clusters
  Score: Raw -489368.647771 + Penalty 2725.283828 = -486643.363944
  nChanged 12
		SP:Iteration 21Q (30669.120000 sec): 3 clusters
  Score: Raw -489373.271984 + Penalty 2725.283828 = -486647.988156
  nChanged 9
		SP:Iteration 22Q (30669.200000 sec): 3 clusters
  Score: Raw -489376.825193 + Penalty 2725.283828 = -486651.541366
  nChanged 6
		SP:Iteration 23Q (30669.270000 sec): 3 clusters
  Score: Raw -489378.339997 + Penalty 2725.283828 = -486653.056169
  nChanged 4
		SP:Iteration 24Q (30669.350000 sec): 3 clusters
  Score: Raw -489379.287881 + Penalty 2725.283828 = -486654.004053
  nChanged 4
		SP:Iteration 25Q (30669.420000 sec): 3 clusters
  Score: Raw -489379.951355 + Penalty 2725.283828 = -486654.667527
  nChanged 2
		SP:Iteration 26Q (30669.500000 sec): 3 clusters
  Score: Raw -489380.407678 + Penalty 2725.283828 = -486655.123850
  nChanged 1
		SP:Iteration 27Q (30669.580000 sec): 3 clusters
  Score: Raw -489380.535707 + Penalty 2725.283828 = -486655.251880
  nChanged 0
		SP:Iteration 28F (30669.660000 sec): 3 clusters
  Score: Raw -489380.535707 + Penalty 2725.283828 = -486655.251880
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 28 (4302 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30669.730000 sec): 2 clusters
  Score: Raw -502362.790271 + Penalty 1359.610738 = -501003.179533
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30669.820000 sec): 3 clusters
  Score: Raw -500192.541749 + Penalty 2719.221476 = -497473.320274
  nChanged 1753
		SP:Iteration 1F (30669.910000 sec): 3 clusters
  Score: Raw -501320.797388 + Penalty 2719.221476 = -498601.575913
  nChanged 345
		SP:Iteration 2F (30669.990000 sec): 3 clusters
  Score: Raw -501564.050751 + Penalty 2719.221476 = -498844.829275
  nChanged 248
		SP:Iteration 3F (30670.060000 sec): 3 clusters
  Score: Raw -501743.816271 + Penalty 2719.221476 = -499024.594795
  nChanged 209
		SP:Iteration 4Q (30670.140000 sec): 3 clusters
  Score: Raw -501888.512955 + Penalty 2719.221476 = -499169.291479
  nChanged 191
		SP:Iteration 5Q (30670.220000 sec): 3 clusters
  Score: Raw -501998.459871 + Penalty 2719.221476 = -499279.238395
  nChanged 157
		SP:Iteration 6Q (30670.300000 sec): 3 clusters
  Score: Raw -502083.485795 + Penalty 2719.221476 = -499364.264319
  nChanged 132
		SP:Iteration 7Q (30670.370000 sec): 3 clusters
  Score: Raw -502150.072784 + Penalty 2719.221476 = -499430.851308
  nChanged 125
		SP:Iteration 8Q (30670.450000 sec): 3 clusters
  Score: Raw -502205.474162 + Penalty 2719.221476 = -499486.252686
  nChanged 103
		SP:Iteration 9Q (30670.530000 sec): 3 clusters
  Score: Raw -502256.009418 + Penalty 2719.221476 = -499536.787942
  nChanged 91
		SP:Iteration 10Q (30670.610000 sec): 3 clusters
  Score: Raw -502305.151240 + Penalty 2719.221476 = -499585.929765
  nChanged 104
		SP:Iteration 11Q (30670.680000 sec): 3 clusters
  Score: Raw -502369.039732 + Penalty 2719.221476 = -499649.818257
  nChanged 117
		SP:Iteration 12Q (30670.760000 sec): 3 clusters
  Score: Raw -502429.787843 + Penalty 2719.221476 = -499710.566367
  nChanged 110
		SP:Iteration 13Q (30670.870000 sec): 3 clusters
  Score: Raw -502505.209529 + Penalty 2719.221476 = -499785.988053
  nChanged 118
		SP:Iteration 14Q (30670.940000 sec): 3 clusters
  Score: Raw -502572.388093 + Penalty 2719.221476 = -499853.166617
  nChanged 98
		SP:Iteration 15Q (30671.020000 sec): 3 clusters
  Score: Raw -502631.140037 + Penalty 2719.221476 = -499911.918561
  nChanged 88
		SP:Iteration 16Q (30671.100000 sec): 3 clusters
  Score: Raw -502679.737715 + Penalty 2719.221476 = -499960.516239
  nChanged 73
		SP:Iteration 17Q (30671.180000 sec): 3 clusters
  Score: Raw -502721.574120 + Penalty 2719.221476 = -500002.352644
  nChanged 76
		SP:Iteration 18Q (30671.260000 sec): 3 clusters
  Score: Raw -502759.847979 + Penalty 2719.221476 = -500040.626504
  nChanged 56
		SP:Iteration 19Q (30671.330000 sec): 3 clusters
  Score: Raw -502784.871950 + Penalty 2719.221476 = -500065.650474
  nChanged 41
		SP:Iteration 20F (30671.410000 sec): 3 clusters
  Score: Raw -502804.808403 + Penalty 2719.221476 = -500085.586928
  nChanged 46
		SP:Iteration 21Q (30671.490000 sec): 3 clusters
  Score: Raw -502830.114639 + Penalty 2719.221476 = -500110.893163
  nChanged 45
		SP:Iteration 22Q (30671.560000 sec): 3 clusters
  Score: Raw -502846.323739 + Penalty 2719.221476 = -500127.102264
  nChanged 32
		SP:Iteration 23Q (30671.640000 sec): 3 clusters
  Score: Raw -502859.508968 + Penalty 2719.221476 = -500140.287493
  nChanged 29
		SP:Iteration 24Q (30671.720000 sec): 3 clusters
  Score: Raw -502869.339165 + Penalty 2719.221476 = -500150.117689
  nChanged 16
		SP:Iteration 25Q (30671.790000 sec): 3 clusters
  Score: Raw -502873.835355 + Penalty 2719.221476 = -500154.613880
  nChanged 8
		SP:Iteration 26Q (30671.870000 sec): 3 clusters
  Score: Raw -502876.846063 + Penalty 2719.221476 = -500157.624587
  nChanged 10
		SP:Iteration 27Q (30671.940000 sec): 3 clusters
  Score: Raw -502879.429567 + Penalty 2719.221476 = -500160.208091
  nChanged 9
		SP:Iteration 28Q (30672.020000 sec): 3 clusters
  Score: Raw -502881.920031 + Penalty 2719.221476 = -500162.698555
  nChanged 4
		SP:Iteration 29Q (30672.100000 sec): 3 clusters
  Score: Raw -502882.402099 + Penalty 2719.221476 = -500163.180623
  nChanged 2
		SP:Iteration 30Q (30672.180000 sec): 3 clusters
  Score: Raw -502883.013968 + Penalty 2719.221476 = -500163.792492
  nChanged 2
		SP:Iteration 31Q (30672.250000 sec): 3 clusters
  Score: Raw -502883.644191 + Penalty 2719.221476 = -500164.422716
  nChanged 3
		SP:Iteration 32Q (30672.330000 sec): 3 clusters
  Score: Raw -502884.634068 + Penalty 2719.221476 = -500165.412592
  nChanged 5
		SP:Iteration 33Q (30672.400000 sec): 3 clusters
  Score: Raw -502886.272597 + Penalty 2719.221476 = -500167.051121
  nChanged 6
		SP:Iteration 34Q (30672.480000 sec): 3 clusters
  Score: Raw -502889.772275 + Penalty 2719.221476 = -500170.550799
  nChanged 12
		SP:Iteration 35Q (30672.560000 sec): 3 clusters
  Score: Raw -502894.800690 + Penalty 2719.221476 = -500175.579214
  nChanged 13
		SP:Iteration 36Q (30672.640000 sec): 3 clusters
  Score: Raw -502900.264248 + Penalty 2719.221476 = -500181.042772
  nChanged 10
		SP:Iteration 37Q (30672.710000 sec): 3 clusters
  Score: Raw -502904.505087 + Penalty 2719.221476 = -500185.283611
  nChanged 13
		SP:Iteration 38Q (30672.790000 sec): 3 clusters
  Score: Raw -502907.512652 + Penalty 2719.221476 = -500188.291176
  nChanged 8
		SP:Iteration 39Q (30672.860000 sec): 3 clusters
  Score: Raw -502909.752008 + Penalty 2719.221476 = -500190.530532
  nChanged 9
		SP:Iteration 40F (30672.940000 sec): 3 clusters
  Score: Raw -502912.438740 + Penalty 2719.221476 = -500193.217264
  nChanged 7
		SP:Iteration 41Q (30673.020000 sec): 3 clusters
  Score: Raw -502913.713972 + Penalty 2719.221476 = -500194.492496
  nChanged 0
		SP:Iteration 42F (30673.100000 sec): 3 clusters
  Score: Raw -502913.713972 + Penalty 2719.221476 = -500194.492496
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 29 (2275 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30673.160000 sec): 2 clusters
  Score: Raw -229587.701415 + Penalty 1256.081991 = -228331.619424
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30673.210000 sec): 3 clusters
  Score: Raw -228621.483442 + Penalty 2512.163983 = -226109.319459
  nChanged 836
		SP:Iteration 1F (30673.250000 sec): 3 clusters
  Score: Raw -229421.722469 + Penalty 2512.163983 = -226909.558487
  nChanged 253
		SP:Iteration 2F (30673.300000 sec): 3 clusters
  Score: Raw -229773.767102 + Penalty 2512.163983 = -227261.603119
  nChanged 169
		SP:Iteration 3F (30673.340000 sec): 3 clusters
  Score: Raw -230002.364283 + Penalty 2512.163983 = -227490.200300
  nChanged 130
		SP:Iteration 4F (30673.380000 sec): 3 clusters
  Score: Raw -230169.309083 + Penalty 2512.163983 = -227657.145100
  nChanged 120
		SP:Iteration 5F (30673.420000 sec): 3 clusters
  Score: Raw -230306.661647 + Penalty 2512.163983 = -227794.497664
  nChanged 94
		SP:Iteration 6Q (30673.460000 sec): 3 clusters
  Score: Raw -230382.627985 + Penalty 2512.163983 = -227870.464002
  nChanged 61
		SP:Iteration 7Q (30673.500000 sec): 3 clusters
  Score: Raw -230430.634509 + Penalty 2512.163983 = -227918.470526
  nChanged 52
		SP:Iteration 8Q (30673.540000 sec): 3 clusters
  Score: Raw -230476.877216 + Penalty 2512.163983 = -227964.713233
  nChanged 43
		SP:Iteration 9Q (30673.580000 sec): 3 clusters
  Score: Raw -230505.192645 + Penalty 2512.163983 = -227993.028662
  nChanged 36
		SP:Iteration 10Q (30673.620000 sec): 3 clusters
  Score: Raw -230526.713483 + Penalty 2512.163983 = -228014.549500
  nChanged 20
		SP:Iteration 11Q (30673.660000 sec): 3 clusters
  Score: Raw -230535.305127 + Penalty 2512.163983 = -228023.141145
  nChanged 8
		SP:Iteration 12Q (30673.700000 sec): 3 clusters
  Score: Raw -230539.823676 + Penalty 2512.163983 = -228027.659694
  nChanged 5
		SP:Iteration 13Q (30673.740000 sec): 3 clusters
  Score: Raw -230542.374986 + Penalty 2512.163983 = -228030.211004
  nChanged 4
		SP:Iteration 14Q (30673.790000 sec): 3 clusters
  Score: Raw -230543.692490 + Penalty 2512.163983 = -228031.528507
  nChanged 1
		SP:Iteration 15Q (30673.830000 sec): 3 clusters
  Score: Raw -230543.807719 + Penalty 2512.163983 = -228031.643737
  nChanged 2
		SP:Iteration 16Q (30673.870000 sec): 3 clusters
  Score: Raw -230545.114894 + Penalty 2512.163983 = -228032.950911
  nChanged 3
		SP:Iteration 17Q (30673.910000 sec): 3 clusters
  Score: Raw -230545.817591 + Penalty 2512.163983 = -228033.653609
  nChanged 0
		SP:Iteration 18F (30673.950000 sec): 3 clusters
  Score: Raw -230545.817591 + Penalty 2512.163983 = -228033.653609
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 30 (464 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30674.000000 sec): 2 clusters
  Score: Raw -52703.693268 + Penalty 997.731240 = -51705.962028
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30674.020000 sec): 3 clusters
  Score: Raw -52669.100514 + Penalty 1995.462479 = -50673.638035
  nChanged 94
		SP:Iteration 1F (30674.020000 sec): 3 clusters
  Score: Raw -52805.846164 + Penalty 1995.462479 = -50810.383685
  nChanged 26
		SP:Iteration 2F (30674.040000 sec): 3 clusters
  Score: Raw -52852.276104 + Penalty 1995.462479 = -50856.813624
  nChanged 11
		SP:Iteration 3Q (30674.040000 sec): 3 clusters
  Score: Raw -52871.541758 + Penalty 1995.462479 = -50876.079278
  nChanged 6
		SP:Iteration 4Q (30674.050000 sec): 3 clusters
  Score: Raw -52890.730805 + Penalty 1995.462479 = -50895.268325
  nChanged 9
		SP:Iteration 5Q (30674.060000 sec): 3 clusters
  Score: Raw -52914.332943 + Penalty 1995.462479 = -50918.870463
  nChanged 7
		SP:Iteration 6Q (30674.070000 sec): 3 clusters
  Score: Raw -52939.870665 + Penalty 1995.462479 = -50944.408185
  nChanged 9
		SP:Iteration 7Q (30674.080000 sec): 3 clusters
  Score: Raw -52958.623004 + Penalty 1995.462479 = -50963.160524
  nChanged 8
		SP:Iteration 8Q (30674.090000 sec): 3 clusters
  Score: Raw -53026.976178 + Penalty 1995.462479 = -51031.513699
  nChanged 13
		SP:Iteration 9Q (30674.100000 sec): 3 clusters
  Score: Raw -53073.007718 + Penalty 1995.462479 = -51077.545238
  nChanged 13
		SP:Iteration 10Q (30674.110000 sec): 3 clusters
  Score: Raw -53094.379939 + Penalty 1995.462479 = -51098.917460
  nChanged 12
		SP:Iteration 11Q (30674.120000 sec): 3 clusters
  Score: Raw -53124.843262 + Penalty 1995.462479 = -51129.380783
  nChanged 4
		SP:Iteration 12Q (30674.130000 sec): 3 clusters
  Score: Raw -53135.985664 + Penalty 1995.462479 = -51140.523185
  nChanged 3
		SP:Iteration 13Q (30674.140000 sec): 3 clusters
  Score: Raw -53144.772977 + Penalty 1995.462479 = -51149.310497
  nChanged 3
		SP:Iteration 14Q (30674.150000 sec): 3 clusters
  Score: Raw -53150.285204 + Penalty 1995.462479 = -51154.822724
  nChanged 1
		SP:Iteration 15Q (30674.160000 sec): 3 clusters
  Score: Raw -53151.258029 + Penalty 1995.462479 = -51155.795550
  nChanged 0
		SP:Iteration 16F (30674.170000 sec): 3 clusters
  Score: Raw -53151.258029 + Penalty 1995.462479 = -51155.795550
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 31 (929 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30674.230000 sec): 2 clusters
  Score: Raw -104994.405436 + Penalty 1110.542670 = -103883.862766
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30674.250000 sec): 3 clusters
  Score: Raw -104701.172839 + Penalty 2221.085340 = -102480.087499
  nChanged 268
		SP:Iteration 1F (30674.260000 sec): 3 clusters
  Score: Raw -104990.268620 + Penalty 2221.085340 = -102769.183280
  nChanged 102
		SP:Iteration 2F (30674.280000 sec): 3 clusters
  Score: Raw -105178.994179 + Penalty 2221.085340 = -102957.908839
  nChanged 75
		SP:Iteration 3F (30674.300000 sec): 3 clusters
  Score: Raw -105407.154510 + Penalty 2221.085340 = -103186.069170
  nChanged 67
		SP:Iteration 4F (30674.320000 sec): 3 clusters
  Score: Raw -105738.353454 + Penalty 2221.085340 = -103517.268114
  nChanged 60
		SP:Iteration 5F (30674.340000 sec): 3 clusters
  Score: Raw -106044.520785 + Penalty 2221.085340 = -103823.435445
  nChanged 57
		SP:Iteration 6F (30674.360000 sec): 3 clusters
  Score: Raw -106171.946042 + Penalty 2221.085340 = -103950.860702
  nChanged 27
		SP:Iteration 7Q (30674.370000 sec): 3 clusters
  Score: Raw -106213.725844 + Penalty 2221.085340 = -103992.640504
  nChanged 15
		SP:Iteration 8Q (30674.390000 sec): 3 clusters
  Score: Raw -106240.053167 + Penalty 2221.085340 = -104018.967827
  nChanged 13
		SP:Iteration 9Q (30674.400000 sec): 3 clusters
  Score: Raw -106259.143291 + Penalty 2221.085340 = -104038.057951
  nChanged 7
		SP:Iteration 10Q (30674.420000 sec): 3 clusters
  Score: Raw -106275.925438 + Penalty 2221.085340 = -104054.840098
  nChanged 6
		SP:Iteration 11Q (30674.440000 sec): 3 clusters
  Score: Raw -106289.241671 + Penalty 2221.085340 = -104068.156331
  nChanged 5
		SP:Iteration 12Q (30674.460000 sec): 3 clusters
  Score: Raw -106297.007461 + Penalty 2221.085340 = -104075.922121
  nChanged 3
		SP:Iteration 13Q (30674.470000 sec): 3 clusters
  Score: Raw -106305.024965 + Penalty 2221.085340 = -104083.939625
  nChanged 6
		SP:Iteration 14Q (30674.490000 sec): 3 clusters
  Score: Raw -106318.056184 + Penalty 2221.085340 = -104096.970844
  nChanged 2
		SP:Iteration 15Q (30674.510000 sec): 3 clusters
  Score: Raw -106325.385649 + Penalty 2221.085340 = -104104.300308
  nChanged 3
		SP:Iteration 16Q (30674.520000 sec): 3 clusters
  Score: Raw -106334.284441 + Penalty 2221.085340 = -104113.199101
  nChanged 2
		SP:Iteration 17Q (30674.540000 sec): 3 clusters
  Score: Raw -106339.518465 + Penalty 2221.085340 = -104118.433124
  nChanged 2
		SP:Iteration 18Q (30674.560000 sec): 3 clusters
  Score: Raw -106344.504837 + Penalty 2221.085340 = -104123.419497
  nChanged 1
		SP:Iteration 19Q (30674.570000 sec): 3 clusters
  Score: Raw -106345.820506 + Penalty 2221.085340 = -104124.735166
  nChanged 0
		SP:Iteration 20F (30674.590000 sec): 3 clusters
  Score: Raw -106345.820506 + Penalty 2221.085340 = -104124.735166
  nChanged 0
  Score: Raw -119068178.727000 + Penalty 234038.151686 = -118834140.575313

Splitting cluster 31 changes total score from -118815327.063226 to -118834140.575313

 So it's getting split into cluster 104.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 32 (5908 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30989.030000 sec): 2 clusters
  Score: Raw -693278.554568 + Penalty 1411.160180 = -691867.394388
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30989.150000 sec): 3 clusters
  Score: Raw -690132.819234 + Penalty 2822.320359 = -687310.498874
  nChanged 2446
		SP:Iteration 1F (30989.250000 sec): 3 clusters
  Score: Raw -691608.950599 + Penalty 2822.320359 = -688786.630240
  nChanged 538
		SP:Iteration 2F (30989.350000 sec): 3 clusters
  Score: Raw -692031.918701 + Penalty 2822.320359 = -689209.598342
  nChanged 500
		SP:Iteration 3F (30989.450000 sec): 3 clusters
  Score: Raw -692488.022367 + Penalty 2822.320359 = -689665.702007
  nChanged 488
		SP:Iteration 4F (30989.550000 sec): 3 clusters
  Score: Raw -692903.823705 + Penalty 2822.320359 = -690081.503346
  nChanged 417
		SP:Iteration 5F (30989.650000 sec): 3 clusters
  Score: Raw -693231.458489 + Penalty 2822.320359 = -690409.138129
  nChanged 324
		SP:Iteration 6F (30989.740000 sec): 3 clusters
  Score: Raw -693472.680476 + Penalty 2822.320359 = -690650.360117
  nChanged 264
		SP:Iteration 7Q (30989.840000 sec): 3 clusters
  Score: Raw -693656.025843 + Penalty 2822.320359 = -690833.705484
  nChanged 169
		SP:Iteration 8Q (30989.940000 sec): 3 clusters
  Score: Raw -693766.269381 + Penalty 2822.320359 = -690943.949022
  nChanged 145
		SP:Iteration 9Q (30990.030000 sec): 3 clusters
  Score: Raw -693867.130020 + Penalty 2822.320359 = -691044.809661
  nChanged 115
		SP:Iteration 10Q (30990.130000 sec): 3 clusters
  Score: Raw -693950.638211 + Penalty 2822.320359 = -691128.317852
  nChanged 99
		SP:Iteration 11Q (30990.230000 sec): 3 clusters
  Score: Raw -694019.131517 + Penalty 2822.320359 = -691196.811158
  nChanged 84
		SP:Iteration 12Q (30990.330000 sec): 3 clusters
  Score: Raw -694084.873204 + Penalty 2822.320359 = -691262.552844
  nChanged 82
		SP:Iteration 13Q (30990.420000 sec): 3 clusters
  Score: Raw -694145.666389 + Penalty 2822.320359 = -691323.346030
  nChanged 74
		SP:Iteration 14Q (30990.520000 sec): 3 clusters
  Score: Raw -694197.380359 + Penalty 2822.320359 = -691375.060000
  nChanged 64
		SP:Iteration 15Q (30990.610000 sec): 3 clusters
  Score: Raw -694240.839023 + Penalty 2822.320359 = -691418.518664
  nChanged 55
		SP:Iteration 16Q (30990.710000 sec): 3 clusters
  Score: Raw -694273.343786 + Penalty 2822.320359 = -691451.023427
  nChanged 43
		SP:Iteration 17Q (30990.810000 sec): 3 clusters
  Score: Raw -694304.602318 + Penalty 2822.320359 = -691482.281958
  nChanged 50
		SP:Iteration 18Q (30990.900000 sec): 3 clusters
  Score: Raw -694352.190130 + Penalty 2822.320359 = -691529.869770
  nChanged 53
		SP:Iteration 19Q (30990.990000 sec): 3 clusters
  Score: Raw -694391.878794 + Penalty 2822.320359 = -691569.558435
  nChanged 54
		SP:Iteration 20F (30991.090000 sec): 3 clusters
  Score: Raw -694439.107563 + Penalty 2822.320359 = -691616.787204
  nChanged 60
		SP:Iteration 21Q (30991.190000 sec): 3 clusters
  Score: Raw -694507.087139 + Penalty 2822.320359 = -691684.766780
  nChanged 75
		SP:Iteration 22Q (30991.280000 sec): 3 clusters
  Score: Raw -694592.440588 + Penalty 2822.320359 = -691770.120229
  nChanged 61
		SP:Iteration 23Q (30991.380000 sec): 3 clusters
  Score: Raw -694634.041042 + Penalty 2822.320359 = -691811.720683
  nChanged 53
		SP:Iteration 24Q (30991.470000 sec): 3 clusters
  Score: Raw -694654.353638 + Penalty 2822.320359 = -691832.033279
  nChanged 40
		SP:Iteration 25Q (30991.570000 sec): 3 clusters
  Score: Raw -694669.323021 + Penalty 2822.320359 = -691847.002662
  nChanged 35
		SP:Iteration 26Q (30991.660000 sec): 3 clusters
  Score: Raw -694679.440327 + Penalty 2822.320359 = -691857.119967
  nChanged 27
		SP:Iteration 27Q (30991.760000 sec): 3 clusters
  Score: Raw -694687.176716 + Penalty 2822.320359 = -691864.856357
  nChanged 22
		SP:Iteration 28Q (30991.860000 sec): 3 clusters
  Score: Raw -694692.041373 + Penalty 2822.320359 = -691869.721014
  nChanged 19
		SP:Iteration 29Q (30991.950000 sec): 3 clusters
  Score: Raw -694697.939323 + Penalty 2822.320359 = -691875.618964
  nChanged 19
		SP:Iteration 30Q (30992.040000 sec): 3 clusters
  Score: Raw -694704.249258 + Penalty 2822.320359 = -691881.928899
  nChanged 15
		SP:Iteration 31Q (30992.130000 sec): 3 clusters
  Score: Raw -694708.910762 + Penalty 2822.320359 = -691886.590403
  nChanged 13
		SP:Iteration 32Q (30992.220000 sec): 3 clusters
  Score: Raw -694712.121272 + Penalty 2822.320359 = -691889.800913
  nChanged 17
		SP:Iteration 33Q (30992.320000 sec): 3 clusters
  Score: Raw -694715.947134 + Penalty 2822.320359 = -691893.626774
  nChanged 14
		SP:Iteration 34Q (30992.410000 sec): 3 clusters
  Score: Raw -694719.929160 + Penalty 2822.320359 = -691897.608800
  nChanged 10
		SP:Iteration 35Q (30992.540000 sec): 3 clusters
  Score: Raw -694722.492216 + Penalty 2822.320359 = -691900.171857
  nChanged 4
		SP:Iteration 36Q (30992.650000 sec): 3 clusters
  Score: Raw -694723.464758 + Penalty 2822.320359 = -691901.144398
  nChanged 5
		SP:Iteration 37Q (30992.740000 sec): 3 clusters
  Score: Raw -694724.732778 + Penalty 2822.320359 = -691902.412419
  nChanged 5
		SP:Iteration 38Q (30992.840000 sec): 3 clusters
  Score: Raw -694726.158447 + Penalty 2822.320359 = -691903.838088
  nChanged 8
		SP:Iteration 39Q (30992.930000 sec): 3 clusters
  Score: Raw -694728.885908 + Penalty 2822.320359 = -691906.565549
  nChanged 14
		SP:Iteration 40F (30993.030000 sec): 3 clusters
  Score: Raw -694734.813196 + Penalty 2822.320359 = -691912.492837
  nChanged 23
		SP:Iteration 41Q (30993.120000 sec): 3 clusters
  Score: Raw -694745.728854 + Penalty 2822.320359 = -691923.408495
  nChanged 24
		SP:Iteration 42Q (30993.210000 sec): 3 clusters
  Score: Raw -694753.789101 + Penalty 2822.320359 = -691931.468742
  nChanged 25
		SP:Iteration 43Q (30993.310000 sec): 3 clusters
  Score: Raw -694763.499048 + Penalty 2822.320359 = -691941.178689
  nChanged 27
		SP:Iteration 44Q (30993.400000 sec): 3 clusters
  Score: Raw -694776.146302 + Penalty 2822.320359 = -691953.825943
  nChanged 28
		SP:Iteration 45Q (30993.500000 sec): 3 clusters
  Score: Raw -694787.851569 + Penalty 2822.320359 = -691965.531210
  nChanged 38
		SP:Iteration 46Q (30993.590000 sec): 3 clusters
  Score: Raw -694808.148929 + Penalty 2822.320359 = -691985.828569
  nChanged 45
		SP:Iteration 47Q (30993.680000 sec): 3 clusters
  Score: Raw -694829.662296 + Penalty 2822.320359 = -692007.341937
  nChanged 44
		SP:Iteration 48Q (30993.780000 sec): 3 clusters
  Score: Raw -694849.399943 + Penalty 2822.320359 = -692027.079584
  nChanged 35
		SP:Iteration 49Q (30993.870000 sec): 3 clusters
  Score: Raw -694861.435902 + Penalty 2822.320359 = -692039.115542
  nChanged 30
		SP:Iteration 50Q (30993.960000 sec): 3 clusters
  Score: Raw -694870.152458 + Penalty 2822.320359 = -692047.832098
  nChanged 23
		SP:Iteration 51Q (30994.060000 sec): 3 clusters
  Score: Raw -694875.102988 + Penalty 2822.320359 = -692052.782629
  nChanged 21
		SP:Iteration 52Q (30994.150000 sec): 3 clusters
  Score: Raw -694880.747415 + Penalty 2822.320359 = -692058.427056
  nChanged 14
		SP:Iteration 53Q (30994.240000 sec): 3 clusters
  Score: Raw -694883.604291 + Penalty 2822.320359 = -692061.283932
  nChanged 13
		SP:Iteration 54Q (30994.340000 sec): 3 clusters
  Score: Raw -694886.834481 + Penalty 2822.320359 = -692064.514122
  nChanged 11
		SP:Iteration 55Q (30994.430000 sec): 3 clusters
  Score: Raw -694889.046314 + Penalty 2822.320359 = -692066.725954
  nChanged 10
		SP:Iteration 56Q (30994.520000 sec): 3 clusters
  Score: Raw -694892.226017 + Penalty 2822.320359 = -692069.905658
  nChanged 8
		SP:Iteration 57Q (30994.620000 sec): 3 clusters
  Score: Raw -694893.896788 + Penalty 2822.320359 = -692071.576429
  nChanged 7
		SP:Iteration 58Q (30994.710000 sec): 3 clusters
  Score: Raw -694895.253526 + Penalty 2822.320359 = -692072.933167
  nChanged 3
		SP:Iteration 59Q (30994.800000 sec): 3 clusters
  Score: Raw -694895.893714 + Penalty 2822.320359 = -692073.573354
  nChanged 1
		SP:Iteration 60F (30994.890000 sec): 3 clusters
  Score: Raw -694895.987354 + Penalty 2822.320359 = -692073.666995
  nChanged 0
  Score: Raw -119069796.159786 + Penalty 236288.518529 = -118833507.641257

Splitting cluster 32 changes total score from -118815327.063226 to -118833507.641257

 So it's getting split into cluster 105.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 33 (13060 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31316.570000 sec): 2 clusters
  Score: Raw -1654416.500833 + Penalty 1540.062778 = -1652876.438055
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31316.760000 sec): 3 clusters
  Score: Raw -1646825.600433 + Penalty 3080.125556 = -1643745.474877
  nChanged 5732
		SP:Iteration 1F (31316.940000 sec): 3 clusters
  Score: Raw -1649994.175143 + Penalty 3080.125556 = -1646914.049587
  nChanged 781
		SP:Iteration 2F (31317.110000 sec): 3 clusters
  Score: Raw -1650378.943809 + Penalty 3080.125556 = -1647298.818253
  nChanged 742
		SP:Iteration 3F (31317.320000 sec): 3 clusters
  Score: Raw -1650754.486318 + Penalty 3080.125556 = -1647674.360762
  nChanged 684
		SP:Iteration 4F (31317.500000 sec): 3 clusters
  Score: Raw -1651126.681448 + Penalty 3080.125556 = -1648046.555892
  nChanged 665
		SP:Iteration 5F (31317.670000 sec): 3 clusters
  Score: Raw -1651479.651653 + Penalty 3080.125556 = -1648399.526097
  nChanged 633
		SP:Iteration 6Q (31317.870000 sec): 3 clusters
  Score: Raw -1651810.790157 + Penalty 3080.125556 = -1648730.664601
  nChanged 609
		SP:Iteration 7Q (31318.060000 sec): 3 clusters
  Score: Raw -1652164.581867 + Penalty 3080.125556 = -1649084.456311
  nChanged 628
		SP:Iteration 8Q (31318.250000 sec): 3 clusters
  Score: Raw -1652565.082904 + Penalty 3080.125556 = -1649484.957348
  nChanged 592
		SP:Iteration 9Q (31318.440000 sec): 3 clusters
  Score: Raw -1652980.095010 + Penalty 3080.125556 = -1649899.969454
  nChanged 502
		SP:Iteration 10Q (31318.630000 sec): 3 clusters
  Score: Raw -1653358.987846 + Penalty 3080.125556 = -1650278.862290
  nChanged 429
		SP:Iteration 11Q (31318.790000 sec): 3 clusters
  Score: Raw -1653635.041170 + Penalty 3080.125556 = -1650554.915615
  nChanged 358
		SP:Iteration 12Q (31318.960000 sec): 3 clusters
  Score: Raw -1653853.904344 + Penalty 3080.125556 = -1650773.778788
  nChanged 353
		SP:Iteration 13Q (31319.160000 sec): 3 clusters
  Score: Raw -1654096.546930 + Penalty 3080.125556 = -1651016.421374
  nChanged 307
		SP:Iteration 14Q (31319.340000 sec): 3 clusters
  Score: Raw -1654301.596767 + Penalty 3080.125556 = -1651221.471211
  nChanged 248
		SP:Iteration 15Q (31319.510000 sec): 3 clusters
  Score: Raw -1654447.598732 + Penalty 3080.125556 = -1651367.473177
  nChanged 210
		SP:Iteration 16Q (31319.680000 sec): 3 clusters
  Score: Raw -1654557.065831 + Penalty 3080.125556 = -1651476.940275
  nChanged 160
		SP:Iteration 17Q (31319.880000 sec): 3 clusters
  Score: Raw -1654625.415953 + Penalty 3080.125556 = -1651545.290397
  nChanged 115
		SP:Iteration 18Q (31320.040000 sec): 3 clusters
  Score: Raw -1654668.333458 + Penalty 3080.125556 = -1651588.207902
  nChanged 106
		SP:Iteration 19Q (31320.230000 sec): 3 clusters
  Score: Raw -1654703.476603 + Penalty 3080.125556 = -1651623.351047
  nChanged 90
		SP:Iteration 20F (31320.420000 sec): 3 clusters
  Score: Raw -1654730.492181 + Penalty 3080.125556 = -1651650.366625
  nChanged 68
		SP:Iteration 21Q (31320.580000 sec): 3 clusters
  Score: Raw -1654750.077583 + Penalty 3080.125556 = -1651669.952027
  nChanged 58
		SP:Iteration 22Q (31320.770000 sec): 3 clusters
  Score: Raw -1654765.260866 + Penalty 3080.125556 = -1651685.135310
  nChanged 49
		SP:Iteration 23Q (31320.960000 sec): 3 clusters
  Score: Raw -1654778.532250 + Penalty 3080.125556 = -1651698.406694
  nChanged 36
		SP:Iteration 24Q (31321.120000 sec): 3 clusters
  Score: Raw -1654789.197824 + Penalty 3080.125556 = -1651709.072268
  nChanged 46
		SP:Iteration 25Q (31321.280000 sec): 3 clusters
  Score: Raw -1654802.167273 + Penalty 3080.125556 = -1651722.041717
  nChanged 32
		SP:Iteration 26Q (31321.480000 sec): 3 clusters
  Score: Raw -1654810.915319 + Penalty 3080.125556 = -1651730.789763
  nChanged 29
		SP:Iteration 27Q (31321.650000 sec): 3 clusters
  Score: Raw -1654818.825926 + Penalty 3080.125556 = -1651738.700370
  nChanged 24
		SP:Iteration 28Q (31321.840000 sec): 3 clusters
  Score: Raw -1654824.213062 + Penalty 3080.125556 = -1651744.087506
  nChanged 24
		SP:Iteration 29Q (31322.000000 sec): 3 clusters
  Score: Raw -1654828.630133 + Penalty 3080.125556 = -1651748.504577
  nChanged 9
		SP:Iteration 30Q (31322.160000 sec): 3 clusters
  Score: Raw -1654830.337438 + Penalty 3080.125556 = -1651750.211882
  nChanged 9
		SP:Iteration 31Q (31322.360000 sec): 3 clusters
  Score: Raw -1654832.155347 + Penalty 3080.125556 = -1651752.029791
  nChanged 10
		SP:Iteration 32Q (31322.530000 sec): 3 clusters
  Score: Raw -1654833.736048 + Penalty 3080.125556 = -1651753.610493
  nChanged 7
		SP:Iteration 33Q (31322.720000 sec): 3 clusters
  Score: Raw -1654834.617589 + Penalty 3080.125556 = -1651754.492033
  nChanged 6
		SP:Iteration 34Q (31322.890000 sec): 3 clusters
  Score: Raw -1654835.263756 + Penalty 3080.125556 = -1651755.138200
  nChanged 4
		SP:Iteration 35Q (31323.060000 sec): 3 clusters
  Score: Raw -1654835.583232 + Penalty 3080.125556 = -1651755.457676
  nChanged 3
		SP:Iteration 36Q (31323.240000 sec): 3 clusters
  Score: Raw -1654836.281058 + Penalty 3080.125556 = -1651756.155502
  nChanged 3
		SP:Iteration 37Q (31323.420000 sec): 3 clusters
  Score: Raw -1654836.748322 + Penalty 3080.125556 = -1651756.622766
  nChanged 5
		SP:Iteration 38Q (31323.580000 sec): 3 clusters
  Score: Raw -1654837.509584 + Penalty 3080.125556 = -1651757.384028
  nChanged 4
		SP:Iteration 39Q (31323.770000 sec): 3 clusters
  Score: Raw -1654838.135932 + Penalty 3080.125556 = -1651758.010376
  nChanged 3
		SP:Iteration 40F (31323.940000 sec): 3 clusters
  Score: Raw -1654838.715714 + Penalty 3080.125556 = -1651758.590158
  nChanged 4
		SP:Iteration 41Q (31324.100000 sec): 3 clusters
  Score: Raw -1654839.730848 + Penalty 3080.125556 = -1651759.605292
  nChanged 7
		SP:Iteration 42Q (31324.290000 sec): 3 clusters
  Score: Raw -1654841.234129 + Penalty 3080.125556 = -1651761.108573
  nChanged 8
		SP:Iteration 43Q (31324.450000 sec): 3 clusters
  Score: Raw -1654842.669380 + Penalty 3080.125556 = -1651762.543824
  nChanged 8
		SP:Iteration 44Q (31324.640000 sec): 3 clusters
  Score: Raw -1654844.202240 + Penalty 3080.125556 = -1651764.076684
  nChanged 13
		SP:Iteration 45Q (31324.800000 sec): 3 clusters
  Score: Raw -1654846.499960 + Penalty 3080.125556 = -1651766.374404
  nChanged 10
		SP:Iteration 46Q (31324.960000 sec): 3 clusters
  Score: Raw -1654848.275539 + Penalty 3080.125556 = -1651768.149983
  nChanged 10
		SP:Iteration 47Q (31325.160000 sec): 3 clusters
  Score: Raw -1654849.949521 + Penalty 3080.125556 = -1651769.823965
  nChanged 13
		SP:Iteration 48Q (31325.320000 sec): 3 clusters
  Score: Raw -1654851.973915 + Penalty 3080.125556 = -1651771.848359
  nChanged 6
		SP:Iteration 49Q (31325.510000 sec): 3 clusters
  Score: Raw -1654852.699204 + Penalty 3080.125556 = -1651772.573648
  nChanged 4
		SP:Iteration 50Q (31325.670000 sec): 3 clusters
  Score: Raw -1654853.360925 + Penalty 3080.125556 = -1651773.235369
  nChanged 4
		SP:Iteration 51Q (31325.820000 sec): 3 clusters
  Score: Raw -1654854.008049 + Penalty 3080.125556 = -1651773.882493
  nChanged 2
		SP:Iteration 52Q (31326.010000 sec): 3 clusters
  Score: Raw -1654854.540498 + Penalty 3080.125556 = -1651774.414943
  nChanged 2
		SP:Iteration 53Q (31326.170000 sec): 3 clusters
  Score: Raw -1654854.933383 + Penalty 3080.125556 = -1651774.807827
  nChanged 2
		SP:Iteration 54Q (31326.360000 sec): 3 clusters
  Score: Raw -1654855.104480 + Penalty 3080.125556 = -1651774.978925
  nChanged 3
		SP:Iteration 55Q (31326.520000 sec): 3 clusters
  Score: Raw -1654855.406172 + Penalty 3080.125556 = -1651775.280616
  nChanged 2
		SP:Iteration 56Q (31326.680000 sec): 3 clusters
  Score: Raw -1654855.835932 + Penalty 3080.125556 = -1651775.710376
  nChanged 3
		SP:Iteration 57Q (31326.880000 sec): 3 clusters
  Score: Raw -1654856.221631 + Penalty 3080.125556 = -1651776.096075
  nChanged 2
		SP:Iteration 58Q (31327.040000 sec): 3 clusters
  Score: Raw -1654856.410527 + Penalty 3080.125556 = -1651776.284971
  nChanged 0
		SP:Iteration 59F (31327.240000 sec): 3 clusters
  Score: Raw -1654856.410527 + Penalty 3080.125556 = -1651776.284971
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 34 (701 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31327.300000 sec): 2 clusters
  Score: Raw -81625.520260 + Penalty 1064.782532 = -80560.737728
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31327.310000 sec): 3 clusters
  Score: Raw -81479.547360 + Penalty 2129.565063 = -79349.982297
  nChanged 181
		SP:Iteration 1F (31327.330000 sec): 3 clusters
  Score: Raw -81707.257250 + Penalty 2129.565063 = -79577.692187
  nChanged 54
		SP:Iteration 2F (31327.340000 sec): 3 clusters
  Score: Raw -81773.476778 + Penalty 2129.565063 = -79643.911715
  nChanged 28
		SP:Iteration 3Q (31327.360000 sec): 3 clusters
  Score: Raw -81810.482608 + Penalty 2129.565063 = -79680.917545
  nChanged 17
		SP:Iteration 4Q (31327.380000 sec): 3 clusters
  Score: Raw -81842.204739 + Penalty 2129.565063 = -79712.639675
  nChanged 13
		SP:Iteration 5Q (31327.390000 sec): 3 clusters
  Score: Raw -81877.384111 + Penalty 2129.565063 = -79747.819048
  nChanged 17
		SP:Iteration 6Q (31327.400000 sec): 3 clusters
  Score: Raw -81905.752805 + Penalty 2129.565063 = -79776.187741
  nChanged 8
		SP:Iteration 7Q (31327.420000 sec): 3 clusters
  Score: Raw -81920.348896 + Penalty 2129.565063 = -79790.783833
  nChanged 8
		SP:Iteration 8Q (31327.440000 sec): 3 clusters
  Score: Raw -81935.956965 + Penalty 2129.565063 = -79806.391901
  nChanged 6
		SP:Iteration 9Q (31327.450000 sec): 3 clusters
  Score: Raw -81949.851875 + Penalty 2129.565063 = -79820.286812
  nChanged 6
		SP:Iteration 10Q (31327.460000 sec): 3 clusters
  Score: Raw -81970.512462 + Penalty 2129.565063 = -79840.947399
  nChanged 6
		SP:Iteration 11Q (31327.470000 sec): 3 clusters
  Score: Raw -81982.958405 + Penalty 2129.565063 = -79853.393342
  nChanged 7
		SP:Iteration 12Q (31327.490000 sec): 3 clusters
  Score: Raw -81996.540187 + Penalty 2129.565063 = -79866.975124
  nChanged 10
		SP:Iteration 13Q (31327.500000 sec): 3 clusters
  Score: Raw -82011.241384 + Penalty 2129.565063 = -79881.676321
  nChanged 6
		SP:Iteration 14Q (31327.510000 sec): 3 clusters
  Score: Raw -82016.433736 + Penalty 2129.565063 = -79886.868672
  nChanged 3
		SP:Iteration 15Q (31327.530000 sec): 3 clusters
  Score: Raw -82020.188364 + Penalty 2129.565063 = -79890.623300
  nChanged 4
		SP:Iteration 16Q (31327.540000 sec): 3 clusters
  Score: Raw -82029.723021 + Penalty 2129.565063 = -79900.157958
  nChanged 8
		SP:Iteration 17Q (31327.560000 sec): 3 clusters
  Score: Raw -82046.686427 + Penalty 2129.565063 = -79917.121363
  nChanged 14
		SP:Iteration 18Q (31327.570000 sec): 3 clusters
  Score: Raw -82062.881621 + Penalty 2129.565063 = -79933.316558
  nChanged 12
		SP:Iteration 19Q (31327.580000 sec): 3 clusters
  Score: Raw -82072.704399 + Penalty 2129.565063 = -79943.139335
  nChanged 6
		SP:Iteration 20F (31327.600000 sec): 3 clusters
  Score: Raw -82078.722221 + Penalty 2129.565063 = -79949.157157
  nChanged 5
		SP:Iteration 21Q (31327.610000 sec): 3 clusters
  Score: Raw -82092.403486 + Penalty 2129.565063 = -79962.838423
  nChanged 7
		SP:Iteration 22Q (31327.620000 sec): 3 clusters
  Score: Raw -82107.524761 + Penalty 2129.565063 = -79977.959698
  nChanged 6
		SP:Iteration 23Q (31327.640000 sec): 3 clusters
  Score: Raw -82117.300143 + Penalty 2129.565063 = -79987.735080
  nChanged 5
		SP:Iteration 24Q (31327.650000 sec): 3 clusters
  Score: Raw -82120.721476 + Penalty 2129.565063 = -79991.156413
  nChanged 5
		SP:Iteration 25Q (31327.660000 sec): 3 clusters
  Score: Raw -82125.815020 + Penalty 2129.565063 = -79996.249956
  nChanged 6
		SP:Iteration 26Q (31327.680000 sec): 3 clusters
  Score: Raw -82133.469108 + Penalty 2129.565063 = -80003.904044
  nChanged 11
		SP:Iteration 27Q (31327.690000 sec): 3 clusters
  Score: Raw -82144.465944 + Penalty 2129.565063 = -80014.900881
  nChanged 5
		SP:Iteration 28Q (31327.700000 sec): 3 clusters
  Score: Raw -82148.523214 + Penalty 2129.565063 = -80018.958151
  nChanged 5
		SP:Iteration 29Q (31327.720000 sec): 3 clusters
  Score: Raw -82154.969948 + Penalty 2129.565063 = -80025.404885
  nChanged 5
		SP:Iteration 30Q (31327.730000 sec): 3 clusters
  Score: Raw -82161.316788 + Penalty 2129.565063 = -80031.751725
  nChanged 7
		SP:Iteration 31Q (31327.740000 sec): 3 clusters
  Score: Raw -82168.780386 + Penalty 2129.565063 = -80039.215323
  nChanged 7
		SP:Iteration 32Q (31327.760000 sec): 3 clusters
  Score: Raw -82175.493845 + Penalty 2129.565063 = -80045.928782
  nChanged 5
		SP:Iteration 33Q (31327.770000 sec): 3 clusters
  Score: Raw -82180.817806 + Penalty 2129.565063 = -80051.252743
  nChanged 9
		SP:Iteration 34Q (31327.780000 sec): 3 clusters
  Score: Raw -82194.833766 + Penalty 2129.565063 = -80065.268702
  nChanged 10
		SP:Iteration 35Q (31327.800000 sec): 3 clusters
  Score: Raw -82210.118517 + Penalty 2129.565063 = -80080.553454
  nChanged 11
		SP:Iteration 36Q (31327.810000 sec): 3 clusters
  Score: Raw -82231.406269 + Penalty 2129.565063 = -80101.841205
  nChanged 17
		SP:Iteration 37Q (31327.830000 sec): 3 clusters
  Score: Raw -82257.153310 + Penalty 2129.565063 = -80127.588247
  nChanged 14
		SP:Iteration 38Q (31327.840000 sec): 3 clusters
  Score: Raw -82281.989482 + Penalty 2129.565063 = -80152.424419
  nChanged 7
		SP:Iteration 39Q (31327.850000 sec): 3 clusters
  Score: Raw -82290.485342 + Penalty 2129.565063 = -80160.920279
  nChanged 6
		SP:Iteration 40F (31327.870000 sec): 3 clusters
  Score: Raw -82296.508483 + Penalty 2129.565063 = -80166.943420
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 35 (1771 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31327.930000 sec): 2 clusters
  Score: Raw -197730.159094 + Penalty 1215.386191 = -196514.772903
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31327.970000 sec): 3 clusters
  Score: Raw -197061.797873 + Penalty 2430.772382 = -194631.025491
  nChanged 619
		SP:Iteration 1F (31328.000000 sec): 3 clusters
  Score: Raw -197572.150701 + Penalty 2430.772382 = -195141.378319
  nChanged 158
		SP:Iteration 2F (31328.030000 sec): 3 clusters
  Score: Raw -197758.034403 + Penalty 2430.772382 = -195327.262020
  nChanged 122
		SP:Iteration 3F (31328.060000 sec): 3 clusters
  Score: Raw -197900.732916 + Penalty 2430.772382 = -195469.960534
  nChanged 92
		SP:Iteration 4F (31328.100000 sec): 3 clusters
  Score: Raw -197987.723691 + Penalty 2430.772382 = -195556.951309
  nChanged 69
		SP:Iteration 5Q (31328.130000 sec): 3 clusters
  Score: Raw -198061.141760 + Penalty 2430.772382 = -195630.369378
  nChanged 54
		SP:Iteration 6Q (31328.160000 sec): 3 clusters
  Score: Raw -198115.582386 + Penalty 2430.772382 = -195684.810003
  nChanged 42
		SP:Iteration 7Q (31328.200000 sec): 3 clusters
  Score: Raw -198149.893164 + Penalty 2430.772382 = -195719.120782
  nChanged 31
		SP:Iteration 8Q (31328.230000 sec): 3 clusters
  Score: Raw -198179.531502 + Penalty 2430.772382 = -195748.759120
  nChanged 29
		SP:Iteration 9Q (31328.260000 sec): 3 clusters
  Score: Raw -198211.734514 + Penalty 2430.772382 = -195780.962132
  nChanged 21
		SP:Iteration 10Q (31328.290000 sec): 3 clusters
  Score: Raw -198227.162831 + Penalty 2430.772382 = -195796.390449
  nChanged 15
		SP:Iteration 11Q (31328.320000 sec): 3 clusters
  Score: Raw -198240.361693 + Penalty 2430.772382 = -195809.589311
  nChanged 20
		SP:Iteration 12Q (31328.360000 sec): 3 clusters
  Score: Raw -198256.832857 + Penalty 2430.772382 = -195826.060475
  nChanged 16
		SP:Iteration 13Q (31328.390000 sec): 3 clusters
  Score: Raw -198275.616921 + Penalty 2430.772382 = -195844.844539
  nChanged 26
		SP:Iteration 14Q (31328.420000 sec): 3 clusters
  Score: Raw -198304.859775 + Penalty 2430.772382 = -195874.087393
  nChanged 22
		SP:Iteration 15Q (31328.450000 sec): 3 clusters
  Score: Raw -198331.689080 + Penalty 2430.772382 = -195900.916698
  nChanged 23
		SP:Iteration 16Q (31328.480000 sec): 3 clusters
  Score: Raw -198358.760845 + Penalty 2430.772382 = -195927.988462
  nChanged 20
		SP:Iteration 17Q (31328.520000 sec): 3 clusters
  Score: Raw -198400.154357 + Penalty 2430.772382 = -195969.381975
  nChanged 26
		SP:Iteration 18Q (31328.550000 sec): 3 clusters
  Score: Raw -198465.660713 + Penalty 2430.772382 = -196034.888330
  nChanged 35
		SP:Iteration 19Q (31328.580000 sec): 3 clusters
  Score: Raw -198526.995178 + Penalty 2430.772382 = -196096.222796
  nChanged 41
		SP:Iteration 20F (31328.610000 sec): 3 clusters
  Score: Raw -198579.546913 + Penalty 2430.772382 = -196148.774531
  nChanged 42
		SP:Iteration 21Q (31328.640000 sec): 3 clusters
  Score: Raw -198617.654878 + Penalty 2430.772382 = -196186.882495
  nChanged 29
		SP:Iteration 22Q (31328.680000 sec): 3 clusters
  Score: Raw -198649.596833 + Penalty 2430.772382 = -196218.824451
  nChanged 30
		SP:Iteration 23Q (31328.710000 sec): 3 clusters
  Score: Raw -198680.902373 + Penalty 2430.772382 = -196250.129991
  nChanged 28
		SP:Iteration 24Q (31328.740000 sec): 3 clusters
  Score: Raw -198711.255293 + Penalty 2430.772382 = -196280.482910
  nChanged 33
		SP:Iteration 25Q (31328.770000 sec): 3 clusters
  Score: Raw -198752.942625 + Penalty 2430.772382 = -196322.170242
  nChanged 49
		SP:Iteration 26Q (31328.800000 sec): 3 clusters
  Score: Raw -198836.733436 + Penalty 2430.772382 = -196405.961054
  nChanged 77
		SP:Iteration 27Q (31328.840000 sec): 3 clusters
  Score: Raw -198982.014988 + Penalty 2430.772382 = -196551.242605
  nChanged 55
		SP:Iteration 28Q (31328.870000 sec): 3 clusters
  Score: Raw -199073.233311 + Penalty 2430.772382 = -196642.460929
  nChanged 35
		SP:Iteration 29Q (31328.900000 sec): 3 clusters
  Score: Raw -199123.411965 + Penalty 2430.772382 = -196692.639583
  nChanged 24
		SP:Iteration 30Q (31328.930000 sec): 3 clusters
  Score: Raw -199157.250787 + Penalty 2430.772382 = -196726.478405
  nChanged 12
		SP:Iteration 31Q (31328.960000 sec): 3 clusters
  Score: Raw -199170.677679 + Penalty 2430.772382 = -196739.905296
  nChanged 7
		SP:Iteration 32Q (31328.990000 sec): 3 clusters
  Score: Raw -199178.520041 + Penalty 2430.772382 = -196747.747658
  nChanged 2
		SP:Iteration 33Q (31329.020000 sec): 3 clusters
  Score: Raw -199179.260796 + Penalty 2430.772382 = -196748.488413
  nChanged 0
		SP:Iteration 34F (31329.050000 sec): 3 clusters
  Score: Raw -199179.260796 + Penalty 2430.772382 = -196748.488413
  nChanged 0
  Score: Raw -119071245.261488 + Penalty 238538.885372 = -118832706.376116

Splitting cluster 35 changes total score from -118815327.063226 to -118832706.376116

 So it's getting split into cluster 106.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 36 (26214 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31652.160000 sec): 2 clusters
  Score: Raw -3286595.846462 + Penalty 1653.282946 = -3284942.563516
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31652.480000 sec): 3 clusters
  Score: Raw -3270543.630868 + Penalty 3306.565892 = -3267237.064976
  nChanged 11974
		SP:Iteration 1F (31652.770000 sec): 3 clusters
  Score: Raw -3278226.121446 + Penalty 3306.565892 = -3274919.555554
  nChanged 1954
		SP:Iteration 2F (31653.070000 sec): 3 clusters
  Score: Raw -3280404.143238 + Penalty 3306.565892 = -3277097.577347
  nChanged 2489
		SP:Iteration 3F (31653.340000 sec): 3 clusters
  Score: Raw -3283430.447297 + Penalty 3306.565892 = -3280123.881405
  nChanged 2668
		SP:Iteration 4F (31653.650000 sec): 3 clusters
  Score: Raw -3285848.693952 + Penalty 3306.565892 = -3282542.128060
  nChanged 2073
		SP:Iteration 5F (31653.920000 sec): 3 clusters
  Score: Raw -3287573.985916 + Penalty 3306.565892 = -3284267.420024
  nChanged 1542
		SP:Iteration 6F (31654.190000 sec): 3 clusters
  Score: Raw -3289007.494840 + Penalty 3306.565892 = -3285700.928948
  nChanged 1063
		SP:Iteration 7Q (31654.500000 sec): 3 clusters
  Score: Raw -3290247.982611 + Penalty 3306.565892 = -3286941.416720
  nChanged 701
		SP:Iteration 8Q (31654.760000 sec): 3 clusters
  Score: Raw -3291275.133772 + Penalty 3306.565892 = -3287968.567880
  nChanged 414
		SP:Iteration 9Q (31655.060000 sec): 3 clusters
  Score: Raw -3291667.717694 + Penalty 3306.565892 = -3288361.151802
  nChanged 279
		SP:Iteration 10Q (31655.330000 sec): 3 clusters
  Score: Raw -3291866.680018 + Penalty 3306.565892 = -3288560.114126
  nChanged 178
		SP:Iteration 11Q (31655.570000 sec): 3 clusters
  Score: Raw -3291980.173994 + Penalty 3306.565892 = -3288673.608102
  nChanged 121
		SP:Iteration 12Q (31655.810000 sec): 3 clusters
  Score: Raw -3292039.305318 + Penalty 3306.565892 = -3288732.739426
  nChanged 71
		SP:Iteration 13Q (31656.040000 sec): 3 clusters
  Score: Raw -3292064.091343 + Penalty 3306.565892 = -3288757.525451
  nChanged 54
		SP:Iteration 14Q (31656.290000 sec): 3 clusters
  Score: Raw -3292079.507042 + Penalty 3306.565892 = -3288772.941150
  nChanged 30
		SP:Iteration 15Q (31656.530000 sec): 3 clusters
  Score: Raw -3292086.274934 + Penalty 3306.565892 = -3288779.709042
  nChanged 23
		SP:Iteration 16Q (31656.810000 sec): 3 clusters
  Score: Raw -3292091.927269 + Penalty 3306.565892 = -3288785.361377
  nChanged 21
		SP:Iteration 17Q (31657.090000 sec): 3 clusters
  Score: Raw -3292095.569891 + Penalty 3306.565892 = -3288789.003999
  nChanged 12
		SP:Iteration 18Q (31657.330000 sec): 3 clusters
  Score: Raw -3292097.467856 + Penalty 3306.565892 = -3288790.901964
  nChanged 11
		SP:Iteration 19Q (31657.570000 sec): 3 clusters
  Score: Raw -3292098.668426 + Penalty 3306.565892 = -3288792.102534
  nChanged 7
		SP:Iteration 20F (31657.840000 sec): 3 clusters
  Score: Raw -3292099.365236 + Penalty 3306.565892 = -3288792.799344
  nChanged 1
		SP:Iteration 21Q (31658.130000 sec): 3 clusters
  Score: Raw -3292099.401967 + Penalty 3306.565892 = -3288792.836075
  nChanged 0
		SP:Iteration 22F (31658.430000 sec): 3 clusters
  Score: Raw -3292099.401967 + Penalty 3306.565892 = -3288792.836075
  nChanged 0
  Score: Raw -119076748.816995 + Penalty 240789.252216 = -118835959.564780

Splitting cluster 36 changes total score from -118815327.063226 to -118835959.564780

 So it's getting split into cluster 107.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 37 (4290 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31987.110000 sec): 2 clusters
  Score: Raw -483678.132451 + Penalty 1359.156827 = -482318.975625
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31987.210000 sec): 3 clusters
  Score: Raw -481468.699234 + Penalty 2718.313654 = -478750.385580
  nChanged 1761
		SP:Iteration 1F (31987.300000 sec): 3 clusters
  Score: Raw -482403.087811 + Penalty 2718.313654 = -479684.774157
  nChanged 319
		SP:Iteration 2F (31987.380000 sec): 3 clusters
  Score: Raw -482579.220413 + Penalty 2718.313654 = -479860.906759
  nChanged 216
		SP:Iteration 3F (31987.460000 sec): 3 clusters
  Score: Raw -482721.433981 + Penalty 2718.313654 = -480003.120327
  nChanged 214
		SP:Iteration 4Q (31987.540000 sec): 3 clusters
  Score: Raw -482847.381582 + Penalty 2718.313654 = -480129.067928
  nChanged 168
		SP:Iteration 5Q (31987.620000 sec): 3 clusters
  Score: Raw -482951.674044 + Penalty 2718.313654 = -480233.360391
  nChanged 172
		SP:Iteration 6Q (31987.700000 sec): 3 clusters
  Score: Raw -483064.586053 + Penalty 2718.313654 = -480346.272399
  nChanged 166
		SP:Iteration 7Q (31987.780000 sec): 3 clusters
  Score: Raw -483163.229827 + Penalty 2718.313654 = -480444.916174
  nChanged 138
		SP:Iteration 8Q (31987.860000 sec): 3 clusters
  Score: Raw -483242.776518 + Penalty 2718.313654 = -480524.462864
  nChanged 144
		SP:Iteration 9Q (31987.940000 sec): 3 clusters
  Score: Raw -483334.922150 + Penalty 2718.313654 = -480616.608496
  nChanged 116
		SP:Iteration 10Q (31988.020000 sec): 3 clusters
  Score: Raw -483404.908942 + Penalty 2718.313654 = -480686.595288
  nChanged 102
		SP:Iteration 11Q (31988.100000 sec): 3 clusters
  Score: Raw -483469.346971 + Penalty 2718.313654 = -480751.033317
  nChanged 103
		SP:Iteration 12Q (31988.180000 sec): 3 clusters
  Score: Raw -483532.468869 + Penalty 2718.313654 = -480814.155215
  nChanged 80
		SP:Iteration 13Q (31988.260000 sec): 3 clusters
  Score: Raw -483586.587414 + Penalty 2718.313654 = -480868.273761
  nChanged 82
		SP:Iteration 14Q (31988.340000 sec): 3 clusters
  Score: Raw -483643.653609 + Penalty 2718.313654 = -480925.339955
  nChanged 73
		SP:Iteration 15Q (31988.420000 sec): 3 clusters
  Score: Raw -483692.653614 + Penalty 2718.313654 = -480974.339960
  nChanged 71
		SP:Iteration 16Q (31988.500000 sec): 3 clusters
  Score: Raw -483738.236852 + Penalty 2718.313654 = -481019.923198
  nChanged 63
		SP:Iteration 17Q (31988.570000 sec): 3 clusters
  Score: Raw -483779.814374 + Penalty 2718.313654 = -481061.500720
  nChanged 48
		SP:Iteration 18Q (31988.650000 sec): 3 clusters
  Score: Raw -483810.052931 + Penalty 2718.313654 = -481091.739277
  nChanged 35
		SP:Iteration 19Q (31988.730000 sec): 3 clusters
  Score: Raw -483830.740309 + Penalty 2718.313654 = -481112.426655
  nChanged 37
		SP:Iteration 20F (31988.810000 sec): 3 clusters
  Score: Raw -483855.355970 + Penalty 2718.313654 = -481137.042316
  nChanged 36
		SP:Iteration 21Q (31988.890000 sec): 3 clusters
  Score: Raw -483880.813970 + Penalty 2718.313654 = -481162.500316
  nChanged 38
		SP:Iteration 22Q (31988.970000 sec): 3 clusters
  Score: Raw -483900.086173 + Penalty 2718.313654 = -481181.772519
  nChanged 27
		SP:Iteration 23Q (31989.050000 sec): 3 clusters
  Score: Raw -483915.214054 + Penalty 2718.313654 = -481196.900400
  nChanged 23
		SP:Iteration 24Q (31989.130000 sec): 3 clusters
  Score: Raw -483926.553158 + Penalty 2718.313654 = -481208.239504
  nChanged 20
		SP:Iteration 25Q (31989.210000 sec): 3 clusters
  Score: Raw -483938.137819 + Penalty 2718.313654 = -481219.824165
  nChanged 17
		SP:Iteration 26Q (31989.280000 sec): 3 clusters
  Score: Raw -483948.753047 + Penalty 2718.313654 = -481230.439393
  nChanged 17
		SP:Iteration 27Q (31989.360000 sec): 3 clusters
  Score: Raw -483957.901823 + Penalty 2718.313654 = -481239.588169
  nChanged 12
		SP:Iteration 28Q (31989.440000 sec): 3 clusters
  Score: Raw -483965.252820 + Penalty 2718.313654 = -481246.939166
  nChanged 11
		SP:Iteration 29Q (31989.510000 sec): 3 clusters
  Score: Raw -483969.168505 + Penalty 2718.313654 = -481250.854852
  nChanged 2
		SP:Iteration 30Q (31989.590000 sec): 3 clusters
  Score: Raw -483970.601908 + Penalty 2718.313654 = -481252.288254
  nChanged 2
		SP:Iteration 31Q (31989.670000 sec): 3 clusters
  Score: Raw -483970.952523 + Penalty 2718.313654 = -481252.638869
  nChanged 1
		SP:Iteration 32Q (31989.750000 sec): 3 clusters
  Score: Raw -483971.264480 + Penalty 2718.313654 = -481252.950826
  nChanged 2
		SP:Iteration 33Q (31989.830000 sec): 3 clusters
  Score: Raw -483971.843337 + Penalty 2718.313654 = -481253.529683
  nChanged 0
		SP:Iteration 34F (31989.910000 sec): 3 clusters
  Score: Raw -483971.843337 + Penalty 2718.313654 = -481253.529683
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 38 (13385 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31990.030000 sec): 2 clusters
  Score: Raw -1612540.383073 + Penalty 1544.057118 = -1610996.325955
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31990.320000 sec): 3 clusters
  Score: Raw -1604688.053151 + Penalty 3088.114236 = -1601599.938916
  nChanged 6018
		SP:Iteration 1F (31990.490000 sec): 3 clusters
  Score: Raw -1608110.411935 + Penalty 3088.114236 = -1605022.297700
  nChanged 834
		SP:Iteration 2F (31990.670000 sec): 3 clusters
  Score: Raw -1608555.184815 + Penalty 3088.114236 = -1605467.070579
  nChanged 817
		SP:Iteration 3F (31990.850000 sec): 3 clusters
  Score: Raw -1608982.973855 + Penalty 3088.114236 = -1605894.859620
  nChanged 760
		SP:Iteration 4F (31991.050000 sec): 3 clusters
  Score: Raw -1609362.101642 + Penalty 3088.114236 = -1606273.987406
  nChanged 684
		SP:Iteration 5F (31991.250000 sec): 3 clusters
  Score: Raw -1609678.926379 + Penalty 3088.114236 = -1606590.812144
  nChanged 589
		SP:Iteration 6Q (31991.470000 sec): 3 clusters
  Score: Raw -1609949.736648 + Penalty 3088.114236 = -1606861.622413
  nChanged 599
		SP:Iteration 7Q (31991.680000 sec): 3 clusters
  Score: Raw -1610199.496956 + Penalty 3088.114236 = -1607111.382720
  nChanged 518
		SP:Iteration 8Q (31991.890000 sec): 3 clusters
  Score: Raw -1610427.677134 + Penalty 3088.114236 = -1607339.562898
  nChanged 476
		SP:Iteration 9Q (31992.100000 sec): 3 clusters
  Score: Raw -1610639.755999 + Penalty 3088.114236 = -1607551.641763
  nChanged 471
		SP:Iteration 10Q (31992.310000 sec): 3 clusters
  Score: Raw -1610840.460948 + Penalty 3088.114236 = -1607752.346712
  nChanged 426
		SP:Iteration 11Q (31992.520000 sec): 3 clusters
  Score: Raw -1611017.319905 + Penalty 3088.114236 = -1607929.205669
  nChanged 375
		SP:Iteration 12Q (31992.740000 sec): 3 clusters
  Score: Raw -1611162.251324 + Penalty 3088.114236 = -1608074.137088
  nChanged 302
		SP:Iteration 13Q (31992.950000 sec): 3 clusters
  Score: Raw -1611275.322437 + Penalty 3088.114236 = -1608187.208202
  nChanged 266
		SP:Iteration 14Q (31993.160000 sec): 3 clusters
  Score: Raw -1611370.644371 + Penalty 3088.114236 = -1608282.530135
  nChanged 240
		SP:Iteration 15Q (31993.370000 sec): 3 clusters
  Score: Raw -1611473.538203 + Penalty 3088.114236 = -1608385.423968
  nChanged 217
		SP:Iteration 16Q (31993.580000 sec): 3 clusters
  Score: Raw -1611558.303685 + Penalty 3088.114236 = -1608470.189449
  nChanged 198
		SP:Iteration 17Q (31993.790000 sec): 3 clusters
  Score: Raw -1611639.081433 + Penalty 3088.114236 = -1608550.967197
  nChanged 186
		SP:Iteration 18Q (31994.000000 sec): 3 clusters
  Score: Raw -1611732.617489 + Penalty 3088.114236 = -1608644.503253
  nChanged 214
		SP:Iteration 19Q (31994.210000 sec): 3 clusters
  Score: Raw -1611879.756160 + Penalty 3088.114236 = -1608791.641924
  nChanged 219
		SP:Iteration 20F (31994.420000 sec): 3 clusters
  Score: Raw -1612043.855831 + Penalty 3088.114236 = -1608955.741595
  nChanged 212
		SP:Iteration 21Q (31994.630000 sec): 3 clusters
  Score: Raw -1612172.933443 + Penalty 3088.114236 = -1609084.819207
  nChanged 200
		SP:Iteration 22Q (31994.830000 sec): 3 clusters
  Score: Raw -1612272.381724 + Penalty 3088.114236 = -1609184.267488
  nChanged 164
		SP:Iteration 23Q (31995.000000 sec): 3 clusters
  Score: Raw -1612348.566727 + Penalty 3088.114236 = -1609260.452492
  nChanged 125
		SP:Iteration 24Q (31995.170000 sec): 3 clusters
  Score: Raw -1612402.324479 + Penalty 3088.114236 = -1609314.210244
  nChanged 124
		SP:Iteration 25Q (31995.370000 sec): 3 clusters
  Score: Raw -1612452.711761 + Penalty 3088.114236 = -1609364.597526
  nChanged 104
		SP:Iteration 26Q (31995.550000 sec): 3 clusters
  Score: Raw -1612494.576369 + Penalty 3088.114236 = -1609406.462133
  nChanged 86
		SP:Iteration 27Q (31995.720000 sec): 3 clusters
  Score: Raw -1612525.140923 + Penalty 3088.114236 = -1609437.026688
  nChanged 61
		SP:Iteration 28Q (31995.910000 sec): 3 clusters
  Score: Raw -1612547.059716 + Penalty 3088.114236 = -1609458.945481
  nChanged 56
		SP:Iteration 29Q (31996.070000 sec): 3 clusters
  Score: Raw -1612561.578294 + Penalty 3088.114236 = -1609473.464058
  nChanged 51
		SP:Iteration 30Q (31996.240000 sec): 3 clusters
  Score: Raw -1612575.969752 + Penalty 3088.114236 = -1609487.855517
  nChanged 47
		SP:Iteration 31Q (31996.430000 sec): 3 clusters
  Score: Raw -1612587.522044 + Penalty 3088.114236 = -1609499.407808
  nChanged 43
		SP:Iteration 32Q (31996.620000 sec): 3 clusters
  Score: Raw -1612595.534646 + Penalty 3088.114236 = -1609507.420410
  nChanged 39
		SP:Iteration 33Q (31996.810000 sec): 3 clusters
  Score: Raw -1612602.321869 + Penalty 3088.114236 = -1609514.207634
  nChanged 28
		SP:Iteration 34Q (31996.980000 sec): 3 clusters
  Score: Raw -1612607.195746 + Penalty 3088.114236 = -1609519.081511
  nChanged 20
		SP:Iteration 35Q (31997.170000 sec): 3 clusters
  Score: Raw -1612610.039638 + Penalty 3088.114236 = -1609521.925403
  nChanged 14
		SP:Iteration 36Q (31997.360000 sec): 3 clusters
  Score: Raw -1612612.397449 + Penalty 3088.114236 = -1609524.283213
  nChanged 15
		SP:Iteration 37Q (31997.530000 sec): 3 clusters
  Score: Raw -1612614.448799 + Penalty 3088.114236 = -1609526.334563
  nChanged 7
		SP:Iteration 38Q (31997.700000 sec): 3 clusters
  Score: Raw -1612615.167016 + Penalty 3088.114236 = -1609527.052781
  nChanged 5
		SP:Iteration 39Q (31997.890000 sec): 3 clusters
  Score: Raw -1612615.728400 + Penalty 3088.114236 = -1609527.614165
  nChanged 6
		SP:Iteration 40F (31998.070000 sec): 3 clusters
  Score: Raw -1612616.360060 + Penalty 3088.114236 = -1609528.245824
  nChanged 7
		SP:Iteration 41Q (31998.240000 sec): 3 clusters
  Score: Raw -1612617.169705 + Penalty 3088.114236 = -1609529.055469
  nChanged 4
		SP:Iteration 42Q (31998.460000 sec): 3 clusters
  Score: Raw -1612617.457253 + Penalty 3088.114236 = -1609529.343018
  nChanged 3
		SP:Iteration 43Q (31998.630000 sec): 3 clusters
  Score: Raw -1612617.670574 + Penalty 3088.114236 = -1609529.556339
  nChanged 3
		SP:Iteration 44Q (31998.790000 sec): 3 clusters
  Score: Raw -1612618.225228 + Penalty 3088.114236 = -1609530.110992
  nChanged 7
		SP:Iteration 45Q (31998.980000 sec): 3 clusters
  Score: Raw -1612618.789212 + Penalty 3088.114236 = -1609530.674976
  nChanged 3
		SP:Iteration 46Q (31999.150000 sec): 3 clusters
  Score: Raw -1612619.112649 + Penalty 3088.114236 = -1609530.998414
  nChanged 0
		SP:Iteration 47F (31999.330000 sec): 3 clusters
  Score: Raw -1612619.112649 + Penalty 3088.114236 = -1609530.998414
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 39 (1567 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31999.410000 sec): 2 clusters
  Score: Raw -179720.047857 + Penalty 1195.499214 = -178524.548643
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31999.440000 sec): 3 clusters
  Score: Raw -179146.741773 + Penalty 2390.998429 = -176755.743344
  nChanged 518
		SP:Iteration 1F (31999.470000 sec): 3 clusters
  Score: Raw -179707.538787 + Penalty 2390.998429 = -177316.540358
  nChanged 161
		SP:Iteration 2F (31999.510000 sec): 3 clusters
  Score: Raw -179970.544741 + Penalty 2390.998429 = -177579.546312
  nChanged 106
		SP:Iteration 3F (31999.540000 sec): 3 clusters
  Score: Raw -180137.038461 + Penalty 2390.998429 = -177746.040032
  nChanged 88
		SP:Iteration 4F (31999.570000 sec): 3 clusters
  Score: Raw -180256.996872 + Penalty 2390.998429 = -177865.998444
  nChanged 63
		SP:Iteration 5Q (31999.600000 sec): 3 clusters
  Score: Raw -180327.318639 + Penalty 2390.998429 = -177936.320210
  nChanged 49
		SP:Iteration 6Q (31999.630000 sec): 3 clusters
  Score: Raw -180362.602041 + Penalty 2390.998429 = -177971.603612
  nChanged 28
		SP:Iteration 7Q (31999.650000 sec): 3 clusters
  Score: Raw -180387.391807 + Penalty 2390.998429 = -177996.393379
  nChanged 25
		SP:Iteration 8Q (31999.680000 sec): 3 clusters
  Score: Raw -180409.825715 + Penalty 2390.998429 = -178018.827287
  nChanged 14
		SP:Iteration 9Q (31999.710000 sec): 3 clusters
  Score: Raw -180430.678425 + Penalty 2390.998429 = -178039.679997
  nChanged 21
		SP:Iteration 10Q (31999.740000 sec): 3 clusters
  Score: Raw -180448.688780 + Penalty 2390.998429 = -178057.690351
  nChanged 15
		SP:Iteration 11Q (31999.770000 sec): 3 clusters
  Score: Raw -180459.411761 + Penalty 2390.998429 = -178068.413333
  nChanged 8
		SP:Iteration 12Q (31999.790000 sec): 3 clusters
  Score: Raw -180464.855487 + Penalty 2390.998429 = -178073.857058
  nChanged 3
		SP:Iteration 13Q (31999.830000 sec): 3 clusters
  Score: Raw -180467.890395 + Penalty 2390.998429 = -178076.891967
  nChanged 2
		SP:Iteration 14Q (31999.850000 sec): 3 clusters
  Score: Raw -180472.096364 + Penalty 2390.998429 = -178081.097935
  nChanged 5
		SP:Iteration 15Q (31999.880000 sec): 3 clusters
  Score: Raw -180475.406153 + Penalty 2390.998429 = -178084.407725
  nChanged 3
		SP:Iteration 16Q (31999.910000 sec): 3 clusters
  Score: Raw -180478.584735 + Penalty 2390.998429 = -178087.586306
  nChanged 5
		SP:Iteration 17Q (31999.940000 sec): 3 clusters
  Score: Raw -180482.911471 + Penalty 2390.998429 = -178091.913043
  nChanged 4
		SP:Iteration 18Q (31999.970000 sec): 3 clusters
  Score: Raw -180485.911039 + Penalty 2390.998429 = -178094.912610
  nChanged 2
		SP:Iteration 19Q (31999.990000 sec): 3 clusters
  Score: Raw -180488.573374 + Penalty 2390.998429 = -178097.574945
  nChanged 1
		SP:Iteration 20F (32000.020000 sec): 3 clusters
  Score: Raw -180489.380345 + Penalty 2390.998429 = -178098.381916
  nChanged 1
		SP:Iteration 21Q (32000.050000 sec): 3 clusters
  Score: Raw -180489.596560 + Penalty 2390.998429 = -178098.598131
  nChanged 0
		SP:Iteration 22F (32000.080000 sec): 3 clusters
  Score: Raw -180489.596560 + Penalty 2390.998429 = -178098.598131
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 40 (2225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32000.150000 sec): 2 clusters
  Score: Raw -236709.202851 + Penalty 1252.470732 = -235456.732119
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32000.190000 sec): 3 clusters
  Score: Raw -235777.916562 + Penalty 2504.941463 = -233272.975098
  nChanged 801
		SP:Iteration 1F (32000.230000 sec): 3 clusters
  Score: Raw -236430.814701 + Penalty 2504.941463 = -233925.873238
  nChanged 228
		SP:Iteration 2F (32000.280000 sec): 3 clusters
  Score: Raw -236699.064922 + Penalty 2504.941463 = -234194.123459
  nChanged 158
		SP:Iteration 3F (32000.320000 sec): 3 clusters
  Score: Raw -236868.917465 + Penalty 2504.941463 = -234363.976002
  nChanged 115
		SP:Iteration 4F (32000.360000 sec): 3 clusters
  Score: Raw -237004.405182 + Penalty 2504.941463 = -234499.463718
  nChanged 99
		SP:Iteration 5Q (32000.400000 sec): 3 clusters
  Score: Raw -237094.389000 + Penalty 2504.941463 = -234589.447537
  nChanged 72
		SP:Iteration 6Q (32000.440000 sec): 3 clusters
  Score: Raw -237147.198763 + Penalty 2504.941463 = -234642.257300
  nChanged 55
		SP:Iteration 7Q (32000.480000 sec): 3 clusters
  Score: Raw -237191.371204 + Penalty 2504.941463 = -234686.429741
  nChanged 48
		SP:Iteration 8Q (32000.520000 sec): 3 clusters
  Score: Raw -237221.540328 + Penalty 2504.941463 = -234716.598865
  nChanged 19
		SP:Iteration 9Q (32000.560000 sec): 3 clusters
  Score: Raw -237237.998217 + Penalty 2504.941463 = -234733.056754
  nChanged 25
		SP:Iteration 10Q (32000.600000 sec): 3 clusters
  Score: Raw -237254.362401 + Penalty 2504.941463 = -234749.420938
  nChanged 21
		SP:Iteration 11Q (32000.640000 sec): 3 clusters
  Score: Raw -237264.022536 + Penalty 2504.941463 = -234759.081073
  nChanged 13
		SP:Iteration 12Q (32000.680000 sec): 3 clusters
  Score: Raw -237269.396771 + Penalty 2504.941463 = -234764.455308
  nChanged 2
		SP:Iteration 13Q (32000.720000 sec): 3 clusters
  Score: Raw -237270.275395 + Penalty 2504.941463 = -234765.333932
  nChanged 2
		SP:Iteration 14Q (32000.760000 sec): 3 clusters
  Score: Raw -237271.178905 + Penalty 2504.941463 = -234766.237441
  nChanged 0
		SP:Iteration 15F (32000.810000 sec): 3 clusters
  Score: Raw -237271.178905 + Penalty 2504.941463 = -234766.237441
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 41 (10512 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32000.960000 sec): 2 clusters
  Score: Raw -1221973.506772 + Penalty 1504.794320 = -1220468.712452
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32001.140000 sec): 3 clusters
  Score: Raw -1216003.278645 + Penalty 3009.588641 = -1212993.690004
  nChanged 4542
		SP:Iteration 1F (32001.290000 sec): 3 clusters
  Score: Raw -1218432.517617 + Penalty 3009.588641 = -1215422.928976
  nChanged 681
		SP:Iteration 2F (32001.470000 sec): 3 clusters
  Score: Raw -1218793.888431 + Penalty 3009.588641 = -1215784.299790
  nChanged 653
		SP:Iteration 3F (32001.620000 sec): 3 clusters
  Score: Raw -1219178.791476 + Penalty 3009.588641 = -1216169.202835
  nChanged 661
		SP:Iteration 4F (32001.790000 sec): 3 clusters
  Score: Raw -1219598.948230 + Penalty 3009.588641 = -1216589.359589
  nChanged 677
		SP:Iteration 5F (32001.950000 sec): 3 clusters
  Score: Raw -1220015.869952 + Penalty 3009.588641 = -1217006.281312
  nChanged 613
		SP:Iteration 6F (32002.110000 sec): 3 clusters
  Score: Raw -1220364.162529 + Penalty 3009.588641 = -1217354.573888
  nChanged 525
		SP:Iteration 7Q (32002.280000 sec): 3 clusters
  Score: Raw -1220646.311607 + Penalty 3009.588641 = -1217636.722966
  nChanged 433
		SP:Iteration 8Q (32002.430000 sec): 3 clusters
  Score: Raw -1220866.587906 + Penalty 3009.588641 = -1217856.999265
  nChanged 359
		SP:Iteration 9Q (32002.610000 sec): 3 clusters
  Score: Raw -1221027.987791 + Penalty 3009.588641 = -1218018.399150
  nChanged 307
		SP:Iteration 10Q (32002.760000 sec): 3 clusters
  Score: Raw -1221170.813022 + Penalty 3009.588641 = -1218161.224381
  nChanged 258
		SP:Iteration 11Q (32002.930000 sec): 3 clusters
  Score: Raw -1221284.944954 + Penalty 3009.588641 = -1218275.356313
  nChanged 226
		SP:Iteration 12Q (32003.110000 sec): 3 clusters
  Score: Raw -1221387.928618 + Penalty 3009.588641 = -1218378.339977
  nChanged 195
		SP:Iteration 13Q (32003.260000 sec): 3 clusters
  Score: Raw -1221477.752975 + Penalty 3009.588641 = -1218468.164334
  nChanged 183
		SP:Iteration 14Q (32003.420000 sec): 3 clusters
  Score: Raw -1221562.192294 + Penalty 3009.588641 = -1218552.603654
  nChanged 179
		SP:Iteration 15Q (32003.570000 sec): 3 clusters
  Score: Raw -1221646.754351 + Penalty 3009.588641 = -1218637.165710
  nChanged 172
		SP:Iteration 16Q (32003.730000 sec): 3 clusters
  Score: Raw -1221720.285113 + Penalty 3009.588641 = -1218710.696472
  nChanged 152
		SP:Iteration 17Q (32003.920000 sec): 3 clusters
  Score: Raw -1221789.562606 + Penalty 3009.588641 = -1218779.973966
  nChanged 148
		SP:Iteration 18Q (32004.070000 sec): 3 clusters
  Score: Raw -1221861.156534 + Penalty 3009.588641 = -1218851.567894
  nChanged 128
		SP:Iteration 19Q (32004.240000 sec): 3 clusters
  Score: Raw -1221919.549219 + Penalty 3009.588641 = -1218909.960579
  nChanged 108
		SP:Iteration 20F (32004.390000 sec): 3 clusters
  Score: Raw -1221968.343054 + Penalty 3009.588641 = -1218958.754414
  nChanged 97
		SP:Iteration 21Q (32004.550000 sec): 3 clusters
  Score: Raw -1222012.585467 + Penalty 3009.588641 = -1219002.996826
  nChanged 81
		SP:Iteration 22Q (32004.710000 sec): 3 clusters
  Score: Raw -1222047.471417 + Penalty 3009.588641 = -1219037.882777
  nChanged 78
		SP:Iteration 23Q (32004.860000 sec): 3 clusters
  Score: Raw -1222083.054253 + Penalty 3009.588641 = -1219073.465612
  nChanged 76
		SP:Iteration 24Q (32005.030000 sec): 3 clusters
  Score: Raw -1222120.878257 + Penalty 3009.588641 = -1219111.289617
  nChanged 66
		SP:Iteration 25Q (32005.190000 sec): 3 clusters
  Score: Raw -1222153.840921 + Penalty 3009.588641 = -1219144.252280
  nChanged 51
		SP:Iteration 26Q (32005.340000 sec): 3 clusters
  Score: Raw -1222179.430376 + Penalty 3009.588641 = -1219169.841735
  nChanged 46
		SP:Iteration 27Q (32005.510000 sec): 3 clusters
  Score: Raw -1222198.467767 + Penalty 3009.588641 = -1219188.879126
  nChanged 32
		SP:Iteration 28Q (32005.670000 sec): 3 clusters
  Score: Raw -1222213.062077 + Penalty 3009.588641 = -1219203.473436
  nChanged 23
		SP:Iteration 29Q (32005.820000 sec): 3 clusters
  Score: Raw -1222224.420912 + Penalty 3009.588641 = -1219214.832271
  nChanged 22
		SP:Iteration 30Q (32006.000000 sec): 3 clusters
  Score: Raw -1222237.986414 + Penalty 3009.588641 = -1219228.397773
  nChanged 18
		SP:Iteration 31Q (32006.150000 sec): 3 clusters
  Score: Raw -1222247.582696 + Penalty 3009.588641 = -1219237.994055
  nChanged 18
		SP:Iteration 32Q (32006.310000 sec): 3 clusters
  Score: Raw -1222256.750081 + Penalty 3009.588641 = -1219247.161440
  nChanged 18
		SP:Iteration 33Q (32006.460000 sec): 3 clusters
  Score: Raw -1222264.693605 + Penalty 3009.588641 = -1219255.104965
  nChanged 15
		SP:Iteration 34Q (32006.610000 sec): 3 clusters
  Score: Raw -1222272.520914 + Penalty 3009.588641 = -1219262.932273
  nChanged 18
		SP:Iteration 35Q (32006.790000 sec): 3 clusters
  Score: Raw -1222281.294060 + Penalty 3009.588641 = -1219271.705420
  nChanged 17
		SP:Iteration 36Q (32006.940000 sec): 3 clusters
  Score: Raw -1222292.026285 + Penalty 3009.588641 = -1219282.437644
  nChanged 16
		SP:Iteration 37Q (32007.090000 sec): 3 clusters
  Score: Raw -1222300.662529 + Penalty 3009.588641 = -1219291.073888
  nChanged 14
		SP:Iteration 38Q (32007.270000 sec): 3 clusters
  Score: Raw -1222307.260869 + Penalty 3009.588641 = -1219297.672229
  nChanged 11
		SP:Iteration 39Q (32007.420000 sec): 3 clusters
  Score: Raw -1222312.361342 + Penalty 3009.588641 = -1219302.772701
  nChanged 4
		SP:Iteration 40F (32007.580000 sec): 3 clusters
  Score: Raw -1222314.114110 + Penalty 3009.588641 = -1219304.525469
  nChanged 3
		SP:Iteration 41Q (32007.740000 sec): 3 clusters
  Score: Raw -1222314.951219 + Penalty 3009.588641 = -1219305.362578
  nChanged 0
		SP:Iteration 42F (32007.880000 sec): 3 clusters
  Score: Raw -1222314.951219 + Penalty 3009.588641 = -1219305.362578
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 42 (3356 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32007.970000 sec): 2 clusters
  Score: Raw -371251.052619 + Penalty 1319.257073 = -369931.795546
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32008.050000 sec): 3 clusters
  Score: Raw -369647.429243 + Penalty 2638.514147 = -367008.915096
  nChanged 1280
		SP:Iteration 1F (32008.110000 sec): 3 clusters
  Score: Raw -370345.582377 + Penalty 2638.514147 = -367707.068230
  nChanged 275
		SP:Iteration 2F (32008.180000 sec): 3 clusters
  Score: Raw -370567.696549 + Penalty 2638.514147 = -367929.182402
  nChanged 225
		SP:Iteration 3F (32008.240000 sec): 3 clusters
  Score: Raw -370750.782033 + Penalty 2638.514147 = -368112.267886
  nChanged 198
		SP:Iteration 4F (32008.300000 sec): 3 clusters
  Score: Raw -370904.132001 + Penalty 2638.514147 = -368265.617854
  nChanged 174
		SP:Iteration 5F (32008.360000 sec): 3 clusters
  Score: Raw -371051.171235 + Penalty 2638.514147 = -368412.657088
  nChanged 189
		SP:Iteration 6F (32008.420000 sec): 3 clusters
  Score: Raw -371228.537348 + Penalty 2638.514147 = -368590.023201
  nChanged 175
		SP:Iteration 7F (32008.480000 sec): 3 clusters
  Score: Raw -371398.681710 + Penalty 2638.514147 = -368760.167563
  nChanged 158
		SP:Iteration 8Q (32008.540000 sec): 3 clusters
  Score: Raw -371578.562951 + Penalty 2638.514147 = -368940.048804
  nChanged 146
		SP:Iteration 9Q (32008.600000 sec): 3 clusters
  Score: Raw -371753.097434 + Penalty 2638.514147 = -369114.583287
  nChanged 140
		SP:Iteration 10Q (32008.660000 sec): 3 clusters
  Score: Raw -371939.590028 + Penalty 2638.514147 = -369301.075881
  nChanged 119
		SP:Iteration 11Q (32008.720000 sec): 3 clusters
  Score: Raw -372087.216536 + Penalty 2638.514147 = -369448.702389
  nChanged 98
		SP:Iteration 12Q (32008.780000 sec): 3 clusters
  Score: Raw -372198.777694 + Penalty 2638.514147 = -369560.263547
  nChanged 78
		SP:Iteration 13Q (32008.840000 sec): 3 clusters
  Score: Raw -372282.500385 + Penalty 2638.514147 = -369643.986238
  nChanged 57
		SP:Iteration 14Q (32008.900000 sec): 3 clusters
  Score: Raw -372327.419212 + Penalty 2638.514147 = -369688.905065
  nChanged 47
		SP:Iteration 15Q (32008.950000 sec): 3 clusters
  Score: Raw -372358.341994 + Penalty 2638.514147 = -369719.827847
  nChanged 26
		SP:Iteration 16Q (32009.010000 sec): 3 clusters
  Score: Raw -372376.387855 + Penalty 2638.514147 = -369737.873708
  nChanged 21
		SP:Iteration 17Q (32009.070000 sec): 3 clusters
  Score: Raw -372385.144444 + Penalty 2638.514147 = -369746.630297
  nChanged 10
		SP:Iteration 18Q (32009.130000 sec): 3 clusters
  Score: Raw -372388.168446 + Penalty 2638.514147 = -369749.654299
  nChanged 7
		SP:Iteration 19Q (32009.190000 sec): 3 clusters
  Score: Raw -372390.237928 + Penalty 2638.514147 = -369751.723781
  nChanged 4
		SP:Iteration 20F (32009.250000 sec): 3 clusters
  Score: Raw -372391.399350 + Penalty 2638.514147 = -369752.885203
  nChanged 3
		SP:Iteration 21Q (32009.310000 sec): 3 clusters
  Score: Raw -372392.012509 + Penalty 2638.514147 = -369753.498362
  nChanged 3
		SP:Iteration 22Q (32009.360000 sec): 3 clusters
  Score: Raw -372393.094892 + Penalty 2638.514147 = -369754.580745
  nChanged 1
		SP:Iteration 23Q (32009.420000 sec): 3 clusters
  Score: Raw -372393.199344 + Penalty 2638.514147 = -369754.685197
  nChanged 0
		SP:Iteration 24F (32009.480000 sec): 3 clusters
  Score: Raw -372393.199344 + Penalty 2638.514147 = -369754.685197
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 43 (4624 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32009.560000 sec): 2 clusters
  Score: Raw -485910.132749 + Penalty 1371.340004 = -484538.792745
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32009.660000 sec): 3 clusters
  Score: Raw -483579.417263 + Penalty 2742.680008 = -480836.737254
  nChanged 1869
		SP:Iteration 1F (32009.750000 sec): 3 clusters
  Score: Raw -484781.353677 + Penalty 2742.680008 = -482038.673669
  nChanged 390
		SP:Iteration 2F (32009.840000 sec): 3 clusters
  Score: Raw -485095.928693 + Penalty 2742.680008 = -482353.248685
  nChanged 330
		SP:Iteration 3F (32009.920000 sec): 3 clusters
  Score: Raw -485364.716831 + Penalty 2742.680008 = -482622.036823
  nChanged 271
		SP:Iteration 4F (32010.010000 sec): 3 clusters
  Score: Raw -485580.309204 + Penalty 2742.680008 = -482837.629196
  nChanged 225
		SP:Iteration 5Q (32010.090000 sec): 3 clusters
  Score: Raw -485769.373917 + Penalty 2742.680008 = -483026.693909
  nChanged 210
		SP:Iteration 6Q (32010.170000 sec): 3 clusters
  Score: Raw -485943.588668 + Penalty 2742.680008 = -483200.908660
  nChanged 166
		SP:Iteration 7Q (32010.250000 sec): 3 clusters
  Score: Raw -486086.323417 + Penalty 2742.680008 = -483343.643408
  nChanged 131
		SP:Iteration 8Q (32010.340000 sec): 3 clusters
  Score: Raw -486179.683498 + Penalty 2742.680008 = -483437.003490
  nChanged 111
		SP:Iteration 9Q (32010.420000 sec): 3 clusters
  Score: Raw -486253.312545 + Penalty 2742.680008 = -483510.632537
  nChanged 90
		SP:Iteration 10Q (32010.500000 sec): 3 clusters
  Score: Raw -486302.817588 + Penalty 2742.680008 = -483560.137580
  nChanged 58
		SP:Iteration 11Q (32010.590000 sec): 3 clusters
  Score: Raw -486330.478181 + Penalty 2742.680008 = -483587.798173
  nChanged 43
		SP:Iteration 12Q (32010.670000 sec): 3 clusters
  Score: Raw -486348.392623 + Penalty 2742.680008 = -483605.712615
  nChanged 38
		SP:Iteration 13Q (32010.750000 sec): 3 clusters
  Score: Raw -486364.608761 + Penalty 2742.680008 = -483621.928753
  nChanged 28
		SP:Iteration 14Q (32010.830000 sec): 3 clusters
  Score: Raw -486374.787616 + Penalty 2742.680008 = -483632.107608
  nChanged 22
		SP:Iteration 15Q (32010.910000 sec): 3 clusters
  Score: Raw -486382.208542 + Penalty 2742.680008 = -483639.528534
  nChanged 25
		SP:Iteration 16Q (32011.000000 sec): 3 clusters
  Score: Raw -486391.721180 + Penalty 2742.680008 = -483649.041171
  nChanged 22
		SP:Iteration 17Q (32011.080000 sec): 3 clusters
  Score: Raw -486400.572198 + Penalty 2742.680008 = -483657.892190
  nChanged 19
		SP:Iteration 18Q (32011.160000 sec): 3 clusters
  Score: Raw -486408.802473 + Penalty 2742.680008 = -483666.122465
  nChanged 21
		SP:Iteration 19Q (32011.240000 sec): 3 clusters
  Score: Raw -486417.741818 + Penalty 2742.680008 = -483675.061809
  nChanged 18
		SP:Iteration 20F (32011.330000 sec): 3 clusters
  Score: Raw -486425.175402 + Penalty 2742.680008 = -483682.495394
  nChanged 14
		SP:Iteration 21Q (32011.410000 sec): 3 clusters
  Score: Raw -486428.952757 + Penalty 2742.680008 = -483686.272749
  nChanged 9
		SP:Iteration 22Q (32011.490000 sec): 3 clusters
  Score: Raw -486430.852333 + Penalty 2742.680008 = -483688.172325
  nChanged 9
		SP:Iteration 23Q (32011.570000 sec): 3 clusters
  Score: Raw -486433.175934 + Penalty 2742.680008 = -483690.495925
  nChanged 6
		SP:Iteration 24Q (32011.660000 sec): 3 clusters
  Score: Raw -486435.241605 + Penalty 2742.680008 = -483692.561597
  nChanged 5
		SP:Iteration 25Q (32011.740000 sec): 3 clusters
  Score: Raw -486437.317608 + Penalty 2742.680008 = -483694.637599
  nChanged 8
		SP:Iteration 26Q (32011.820000 sec): 3 clusters
  Score: Raw -486440.396138 + Penalty 2742.680008 = -483697.716130
  nChanged 4
		SP:Iteration 27Q (32011.900000 sec): 3 clusters
  Score: Raw -486443.019428 + Penalty 2742.680008 = -483700.339419
  nChanged 7
		SP:Iteration 28Q (32011.980000 sec): 3 clusters
  Score: Raw -486445.108229 + Penalty 2742.680008 = -483702.428220
  nChanged 6
		SP:Iteration 29Q (32012.060000 sec): 3 clusters
  Score: Raw -486446.759213 + Penalty 2742.680008 = -483704.079205
  nChanged 4
		SP:Iteration 30Q (32012.140000 sec): 3 clusters
  Score: Raw -486448.162885 + Penalty 2742.680008 = -483705.482877
  nChanged 5
		SP:Iteration 31Q (32012.220000 sec): 3 clusters
  Score: Raw -486449.470663 + Penalty 2742.680008 = -483706.790654
  nChanged 5
		SP:Iteration 32Q (32012.310000 sec): 3 clusters
  Score: Raw -486451.000414 + Penalty 2742.680008 = -483708.320405
  nChanged 3
		SP:Iteration 33Q (32012.390000 sec): 3 clusters
  Score: Raw -486452.320634 + Penalty 2742.680008 = -483709.640626
  nChanged 4
		SP:Iteration 34Q (32012.470000 sec): 3 clusters
  Score: Raw -486454.891372 + Penalty 2742.680008 = -483712.211364
  nChanged 4
		SP:Iteration 35Q (32012.550000 sec): 3 clusters
  Score: Raw -486456.864492 + Penalty 2742.680008 = -483714.184483
  nChanged 1
		SP:Iteration 36Q (32012.630000 sec): 3 clusters
  Score: Raw -486457.210916 + Penalty 2742.680008 = -483714.530908
  nChanged 0
		SP:Iteration 37F (32012.710000 sec): 3 clusters
  Score: Raw -486457.210916 + Penalty 2742.680008 = -483714.530908
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 44 (10720 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32012.840000 sec): 2 clusters
  Score: Raw -1226318.586596 + Penalty 1507.978296 = -1224810.608300
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32012.980000 sec): 3 clusters
  Score: Raw -1220229.447593 + Penalty 3015.956591 = -1217213.491002
  nChanged 4692
		SP:Iteration 1F (32013.120000 sec): 3 clusters
  Score: Raw -1223108.216509 + Penalty 3015.956591 = -1220092.259917
  nChanged 948
		SP:Iteration 2F (32013.270000 sec): 3 clusters
  Score: Raw -1223932.766912 + Penalty 3015.956591 = -1220916.810320
  nChanged 914
		SP:Iteration 3F (32013.420000 sec): 3 clusters
  Score: Raw -1224861.700023 + Penalty 3015.956591 = -1221845.743432
  nChanged 874
		SP:Iteration 4F (32013.600000 sec): 3 clusters
  Score: Raw -1225687.180163 + Penalty 3015.956591 = -1222671.223572
  nChanged 745
		SP:Iteration 5F (32013.750000 sec): 3 clusters
  Score: Raw -1226361.042381 + Penalty 3015.956591 = -1223345.085790
  nChanged 584
		SP:Iteration 6F (32013.900000 sec): 3 clusters
  Score: Raw -1226777.167034 + Penalty 3015.956591 = -1223761.210443
  nChanged 407
		SP:Iteration 7Q (32014.070000 sec): 3 clusters
  Score: Raw -1226998.669048 + Penalty 3015.956591 = -1223982.712457
  nChanged 306
		SP:Iteration 8Q (32014.210000 sec): 3 clusters
  Score: Raw -1227154.631223 + Penalty 3015.956591 = -1224138.674631
  nChanged 258
		SP:Iteration 9Q (32014.370000 sec): 3 clusters
  Score: Raw -1227258.215846 + Penalty 3015.956591 = -1224242.259255
  nChanged 211
		SP:Iteration 10Q (32014.530000 sec): 3 clusters
  Score: Raw -1227336.451403 + Penalty 3015.956591 = -1224320.494811
  nChanged 176
		SP:Iteration 11Q (32014.670000 sec): 3 clusters
  Score: Raw -1227397.674208 + Penalty 3015.956591 = -1224381.717617
  nChanged 177
		SP:Iteration 12Q (32014.840000 sec): 3 clusters
  Score: Raw -1227447.810971 + Penalty 3015.956591 = -1224431.854380
  nChanged 150
		SP:Iteration 13Q (32014.990000 sec): 3 clusters
  Score: Raw -1227489.918589 + Penalty 3015.956591 = -1224473.961998
  nChanged 129
		SP:Iteration 14Q (32015.130000 sec): 3 clusters
  Score: Raw -1227523.034630 + Penalty 3015.956591 = -1224507.078038
  nChanged 128
		SP:Iteration 15Q (32015.310000 sec): 3 clusters
  Score: Raw -1227556.201654 + Penalty 3015.956591 = -1224540.245062
  nChanged 107
		SP:Iteration 16Q (32015.460000 sec): 3 clusters
  Score: Raw -1227578.263061 + Penalty 3015.956591 = -1224562.306470
  nChanged 77
		SP:Iteration 17Q (32015.610000 sec): 3 clusters
  Score: Raw -1227593.906882 + Penalty 3015.956591 = -1224577.950291
  nChanged 86
		SP:Iteration 18Q (32015.780000 sec): 3 clusters
  Score: Raw -1227614.962629 + Penalty 3015.956591 = -1224599.006038
  nChanged 68
		SP:Iteration 19Q (32015.930000 sec): 3 clusters
  Score: Raw -1227627.832258 + Penalty 3015.956591 = -1224611.875667
  nChanged 53
		SP:Iteration 20F (32016.070000 sec): 3 clusters
  Score: Raw -1227638.282035 + Penalty 3015.956591 = -1224622.325444
  nChanged 52
		SP:Iteration 21Q (32016.250000 sec): 3 clusters
  Score: Raw -1227648.977263 + Penalty 3015.956591 = -1224633.020671
  nChanged 49
		SP:Iteration 22Q (32016.390000 sec): 3 clusters
  Score: Raw -1227659.243849 + Penalty 3015.956591 = -1224643.287257
  nChanged 62
		SP:Iteration 23Q (32016.550000 sec): 3 clusters
  Score: Raw -1227670.630681 + Penalty 3015.956591 = -1224654.674090
  nChanged 45
		SP:Iteration 24Q (32016.720000 sec): 3 clusters
  Score: Raw -1227680.134968 + Penalty 3015.956591 = -1224664.178377
  nChanged 53
		SP:Iteration 25Q (32016.870000 sec): 3 clusters
  Score: Raw -1227690.606598 + Penalty 3015.956591 = -1224674.650007
  nChanged 48
		SP:Iteration 26Q (32017.060000 sec): 3 clusters
  Score: Raw -1227700.881651 + Penalty 3015.956591 = -1224684.925059
  nChanged 47
		SP:Iteration 27Q (32017.210000 sec): 3 clusters
  Score: Raw -1227710.049669 + Penalty 3015.956591 = -1224694.093078
  nChanged 52
		SP:Iteration 28Q (32017.360000 sec): 3 clusters
  Score: Raw -1227718.452534 + Penalty 3015.956591 = -1224702.495942
  nChanged 43
		SP:Iteration 29Q (32017.500000 sec): 3 clusters
  Score: Raw -1227725.232661 + Penalty 3015.956591 = -1224709.276069
  nChanged 30
		SP:Iteration 30Q (32017.670000 sec): 3 clusters
  Score: Raw -1227730.008617 + Penalty 3015.956591 = -1224714.052026
  nChanged 22
		SP:Iteration 31Q (32017.830000 sec): 3 clusters
  Score: Raw -1227733.422182 + Penalty 3015.956591 = -1224717.465590
  nChanged 18
		SP:Iteration 32Q (32017.970000 sec): 3 clusters
  Score: Raw -1227736.003917 + Penalty 3015.956591 = -1224720.047326
  nChanged 20
		SP:Iteration 33Q (32018.140000 sec): 3 clusters
  Score: Raw -1227737.999153 + Penalty 3015.956591 = -1224722.042562
  nChanged 10
		SP:Iteration 34Q (32018.290000 sec): 3 clusters
  Score: Raw -1227739.509756 + Penalty 3015.956591 = -1224723.553164
  nChanged 9
		SP:Iteration 35Q (32018.430000 sec): 3 clusters
  Score: Raw -1227740.656440 + Penalty 3015.956591 = -1224724.699849
  nChanged 7
		SP:Iteration 36Q (32018.610000 sec): 3 clusters
  Score: Raw -1227741.550974 + Penalty 3015.956591 = -1224725.594383
  nChanged 10
		SP:Iteration 37Q (32018.760000 sec): 3 clusters
  Score: Raw -1227742.534770 + Penalty 3015.956591 = -1224726.578179
  nChanged 10
		SP:Iteration 38Q (32018.910000 sec): 3 clusters
  Score: Raw -1227743.398213 + Penalty 3015.956591 = -1224727.441621
  nChanged 9
		SP:Iteration 39Q (32019.080000 sec): 3 clusters
  Score: Raw -1227744.446876 + Penalty 3015.956591 = -1224728.490285
  nChanged 5
		SP:Iteration 40F (32019.270000 sec): 3 clusters
  Score: Raw -1227745.155025 + Penalty 3015.956591 = -1224729.198433
  nChanged 5
		SP:Iteration 41Q (32019.420000 sec): 3 clusters
  Score: Raw -1227745.466418 + Penalty 3015.956591 = -1224729.509827
  nChanged 4
		SP:Iteration 42Q (32019.560000 sec): 3 clusters
  Score: Raw -1227745.798666 + Penalty 3015.956591 = -1224729.842075
  nChanged 6
		SP:Iteration 43Q (32019.700000 sec): 3 clusters
  Score: Raw -1227746.531552 + Penalty 3015.956591 = -1224730.574961
  nChanged 9
		SP:Iteration 44Q (32019.870000 sec): 3 clusters
  Score: Raw -1227747.260765 + Penalty 3015.956591 = -1224731.304173
  nChanged 5
		SP:Iteration 45Q (32020.020000 sec): 3 clusters
  Score: Raw -1227747.627717 + Penalty 3015.956591 = -1224731.671126
  nChanged 4
		SP:Iteration 46Q (32020.170000 sec): 3 clusters
  Score: Raw -1227747.890557 + Penalty 3015.956591 = -1224731.933966
  nChanged 1
		SP:Iteration 47Q (32020.340000 sec): 3 clusters
  Score: Raw -1227747.934521 + Penalty 3015.956591 = -1224731.977929
  nChanged 0
		SP:Iteration 48F (32020.490000 sec): 3 clusters
  Score: Raw -1227747.934521 + Penalty 3015.956591 = -1224731.977929
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 45 (4358 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32020.570000 sec): 2 clusters
  Score: Raw -496328.819254 + Penalty 1361.712384 = -494967.106870
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32020.670000 sec): 3 clusters
  Score: Raw -494059.537166 + Penalty 2723.424768 = -491336.112399
  nChanged 1748
		SP:Iteration 1F (32020.750000 sec): 3 clusters
  Score: Raw -495230.148373 + Penalty 2723.424768 = -492506.723606
  nChanged 443
		SP:Iteration 2F (32020.830000 sec): 3 clusters
  Score: Raw -495681.801172 + Penalty 2723.424768 = -492958.376405
  nChanged 375
		SP:Iteration 3F (32020.910000 sec): 3 clusters
  Score: Raw -496073.270532 + Penalty 2723.424768 = -493349.845765
  nChanged 356
		SP:Iteration 4F (32020.990000 sec): 3 clusters
  Score: Raw -496388.619580 + Penalty 2723.424768 = -493665.194813
  nChanged 255
		SP:Iteration 5F (32021.070000 sec): 3 clusters
  Score: Raw -496608.013642 + Penalty 2723.424768 = -493884.588875
  nChanged 168
		SP:Iteration 6Q (32021.150000 sec): 3 clusters
  Score: Raw -496729.934298 + Penalty 2723.424768 = -494006.509530
  nChanged 115
		SP:Iteration 7Q (32021.230000 sec): 3 clusters
  Score: Raw -496799.456807 + Penalty 2723.424768 = -494076.032039
  nChanged 83
		SP:Iteration 8Q (32021.310000 sec): 3 clusters
  Score: Raw -496838.606682 + Penalty 2723.424768 = -494115.181915
  nChanged 62
		SP:Iteration 9Q (32021.380000 sec): 3 clusters
  Score: Raw -496864.732979 + Penalty 2723.424768 = -494141.308211
  nChanged 59
		SP:Iteration 10Q (32021.460000 sec): 3 clusters
  Score: Raw -496889.499378 + Penalty 2723.424768 = -494166.074611
  nChanged 42
		SP:Iteration 11Q (32021.540000 sec): 3 clusters
  Score: Raw -496903.793437 + Penalty 2723.424768 = -494180.368669
  nChanged 33
		SP:Iteration 12Q (32021.620000 sec): 3 clusters
  Score: Raw -496914.672523 + Penalty 2723.424768 = -494191.247755
  nChanged 28
		SP:Iteration 13Q (32021.690000 sec): 3 clusters
  Score: Raw -496926.712368 + Penalty 2723.424768 = -494203.287600
  nChanged 21
		SP:Iteration 14Q (32021.770000 sec): 3 clusters
  Score: Raw -496935.151565 + Penalty 2723.424768 = -494211.726797
  nChanged 15
		SP:Iteration 15Q (32021.850000 sec): 3 clusters
  Score: Raw -496941.554061 + Penalty 2723.424768 = -494218.129293
  nChanged 16
		SP:Iteration 16Q (32021.930000 sec): 3 clusters
  Score: Raw -496949.939096 + Penalty 2723.424768 = -494226.514328
  nChanged 21
		SP:Iteration 17Q (32022.010000 sec): 3 clusters
  Score: Raw -496959.196924 + Penalty 2723.424768 = -494235.772157
  nChanged 26
		SP:Iteration 18Q (32022.080000 sec): 3 clusters
  Score: Raw -496966.540002 + Penalty 2723.424768 = -494243.115234
  nChanged 12
		SP:Iteration 19Q (32022.160000 sec): 3 clusters
  Score: Raw -496970.083811 + Penalty 2723.424768 = -494246.659044
  nChanged 13
		SP:Iteration 20F (32022.250000 sec): 3 clusters
  Score: Raw -496973.541310 + Penalty 2723.424768 = -494250.116542
  nChanged 18
		SP:Iteration 21Q (32022.320000 sec): 3 clusters
  Score: Raw -496978.157750 + Penalty 2723.424768 = -494254.732982
  nChanged 16
		SP:Iteration 22Q (32022.400000 sec): 3 clusters
  Score: Raw -496981.762414 + Penalty 2723.424768 = -494258.337647
  nChanged 7
		SP:Iteration 23Q (32022.480000 sec): 3 clusters
  Score: Raw -496982.927143 + Penalty 2723.424768 = -494259.502375
  nChanged 5
		SP:Iteration 24Q (32022.560000 sec): 3 clusters
  Score: Raw -496984.162214 + Penalty 2723.424768 = -494260.737447
  nChanged 4
		SP:Iteration 25Q (32022.640000 sec): 3 clusters
  Score: Raw -496985.865396 + Penalty 2723.424768 = -494262.440628
  nChanged 9
		SP:Iteration 26Q (32022.710000 sec): 3 clusters
  Score: Raw -496988.478850 + Penalty 2723.424768 = -494265.054083
  nChanged 5
		SP:Iteration 27Q (32022.790000 sec): 3 clusters
  Score: Raw -496989.844620 + Penalty 2723.424768 = -494266.419852
  nChanged 0
		SP:Iteration 28F (32022.870000 sec): 3 clusters
  Score: Raw -496989.844620 + Penalty 2723.424768 = -494266.419852
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 46 (358 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32022.920000 sec): 2 clusters
  Score: Raw -40390.652857 + Penalty 955.586610 = -39435.066246
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32022.930000 sec): 3 clusters
  Score: Raw -40384.820681 + Penalty 1911.173221 = -38473.647461
  nChanged 76
		SP:Iteration 1F (32022.940000 sec): 3 clusters
  Score: Raw -40554.172430 + Penalty 1911.173221 = -38642.999210
  nChanged 30
		SP:Iteration 2F (32022.950000 sec): 3 clusters
  Score: Raw -40632.314843 + Penalty 1911.173221 = -38721.141622
  nChanged 10
		SP:Iteration 3Q (32022.960000 sec): 3 clusters
  Score: Raw -40657.316031 + Penalty 1911.173221 = -38746.142810
  nChanged 7
		SP:Iteration 4Q (32022.990000 sec): 3 clusters
  Score: Raw -40674.305535 + Penalty 1911.173221 = -38763.132314
  nChanged 7
		SP:Iteration 5Q (32023.000000 sec): 3 clusters
  Score: Raw -40688.431256 + Penalty 1911.173221 = -38777.258035
  nChanged 4
		SP:Iteration 6Q (32023.000000 sec): 3 clusters
  Score: Raw -40700.832137 + Penalty 1911.173221 = -38789.658916
  nChanged 6
		SP:Iteration 7Q (32023.010000 sec): 3 clusters
  Score: Raw -40728.494619 + Penalty 1911.173221 = -38817.321398
  nChanged 9
		SP:Iteration 8Q (32023.020000 sec): 3 clusters
  Score: Raw -40753.724273 + Penalty 1911.173221 = -38842.551053
  nChanged 6
		SP:Iteration 9Q (32023.020000 sec): 3 clusters
  Score: Raw -40772.532266 + Penalty 1911.173221 = -38861.359045
  nChanged 5
		SP:Iteration 10Q (32023.030000 sec): 3 clusters
  Score: Raw -40790.767556 + Penalty 1911.173221 = -38879.594335
  nChanged 4
		SP:Iteration 11Q (32023.040000 sec): 3 clusters
  Score: Raw -40805.541950 + Penalty 1911.173221 = -38894.368729
  nChanged 6
		SP:Iteration 12Q (32023.040000 sec): 3 clusters
  Score: Raw -40835.331033 + Penalty 1911.173221 = -38924.157812
  nChanged 5
		SP:Iteration 13Q (32023.050000 sec): 3 clusters
  Score: Raw -40879.456727 + Penalty 1911.173221 = -38968.283506
  nChanged 8
		SP:Iteration 14Q (32023.060000 sec): 3 clusters
  Score: Raw -40948.045944 + Penalty 1911.173221 = -39036.872723
  nChanged 7
		SP:Iteration 15Q (32023.060000 sec): 3 clusters
  Score: Raw -40998.839611 + Penalty 1911.173221 = -39087.666390
  nChanged 3
		SP:Iteration 16Q (32023.070000 sec): 3 clusters
  Score: Raw -41032.591466 + Penalty 1911.173221 = -39121.418245
  nChanged 3
		SP:Iteration 17Q (32023.080000 sec): 3 clusters
  Score: Raw -41039.406285 + Penalty 1911.173221 = -39128.233065
  nChanged 0
		SP:Iteration 18F (32023.090000 sec): 3 clusters
  Score: Raw -41039.406285 + Penalty 1911.173221 = -39128.233065
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 47 (1365 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32023.150000 sec): 2 clusters
  Score: Raw -138447.205015 + Penalty 1173.072827 = -137274.132187
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32023.180000 sec): 3 clusters
  Score: Raw -137985.361375 + Penalty 2346.145655 = -135639.215720
  nChanged 465
		SP:Iteration 1F (32023.200000 sec): 3 clusters
  Score: Raw -138450.371988 + Penalty 2346.145655 = -136104.226333
  nChanged 137
		SP:Iteration 2F (32023.230000 sec): 3 clusters
  Score: Raw -138689.413513 + Penalty 2346.145655 = -136343.267858
  nChanged 118
		SP:Iteration 3F (32023.260000 sec): 3 clusters
  Score: Raw -138954.703279 + Penalty 2346.145655 = -136608.557624
  nChanged 97
		SP:Iteration 4F (32023.280000 sec): 3 clusters
  Score: Raw -139159.302045 + Penalty 2346.145655 = -136813.156390
  nChanged 70
		SP:Iteration 5F (32023.310000 sec): 3 clusters
  Score: Raw -139267.154040 + Penalty 2346.145655 = -136921.008385
  nChanged 53
		SP:Iteration 6Q (32023.340000 sec): 3 clusters
  Score: Raw -139363.103692 + Penalty 2346.145655 = -137016.958037
  nChanged 42
		SP:Iteration 7Q (32023.360000 sec): 3 clusters
  Score: Raw -139429.985816 + Penalty 2346.145655 = -137083.840161
  nChanged 38
		SP:Iteration 8Q (32023.380000 sec): 3 clusters
  Score: Raw -139496.659842 + Penalty 2346.145655 = -137150.514187
  nChanged 46
		SP:Iteration 9Q (32023.410000 sec): 3 clusters
  Score: Raw -139555.089123 + Penalty 2346.145655 = -137208.943468
  nChanged 25
		SP:Iteration 10Q (32023.430000 sec): 3 clusters
  Score: Raw -139585.825237 + Penalty 2346.145655 = -137239.679582
  nChanged 24
		SP:Iteration 11Q (32023.460000 sec): 3 clusters
  Score: Raw -139620.018493 + Penalty 2346.145655 = -137273.872838
  nChanged 26
		SP:Iteration 12Q (32023.480000 sec): 3 clusters
  Score: Raw -139687.939408 + Penalty 2346.145655 = -137341.793753
  nChanged 30
		SP:Iteration 13Q (32023.510000 sec): 3 clusters
  Score: Raw -139789.427549 + Penalty 2346.145655 = -137443.281894
  nChanged 34
		SP:Iteration 14Q (32023.530000 sec): 3 clusters
  Score: Raw -139908.855067 + Penalty 2346.145655 = -137562.709412
  nChanged 30
		SP:Iteration 15Q (32023.560000 sec): 3 clusters
  Score: Raw -140083.425437 + Penalty 2346.145655 = -137737.279782
  nChanged 13
		SP:Iteration 16Q (32023.580000 sec): 3 clusters
  Score: Raw -140137.768452 + Penalty 2346.145655 = -137791.622797
  nChanged 7
		SP:Iteration 17Q (32023.600000 sec): 3 clusters
  Score: Raw -140147.220759 + Penalty 2346.145655 = -137801.075104
  nChanged 4
		SP:Iteration 18Q (32023.630000 sec): 3 clusters
  Score: Raw -140153.925962 + Penalty 2346.145655 = -137807.780307
  nChanged 1
		SP:Iteration 19Q (32023.660000 sec): 3 clusters
  Score: Raw -140154.797186 + Penalty 2346.145655 = -137808.651531
  nChanged 0
		SP:Iteration 20F (32023.680000 sec): 3 clusters
  Score: Raw -140154.797186 + Penalty 2346.145655 = -137808.651531
  nChanged 0
  Score: Raw -119078456.409166 + Penalty 243039.619059 = -118835416.790108

Splitting cluster 47 changes total score from -118815327.063226 to -118835416.790108

 So it's getting split into cluster 108.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 48 (4508 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32351.620000 sec): 2 clusters
  Score: Raw -535109.853860 + Penalty 1367.211442 = -533742.642418
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32351.740000 sec): 3 clusters
  Score: Raw -532787.277395 + Penalty 2734.422884 = -530052.854511
  nChanged 1871
		SP:Iteration 1F (32351.820000 sec): 3 clusters
  Score: Raw -533793.945876 + Penalty 2734.422884 = -531059.522991
  nChanged 330
		SP:Iteration 2F (32351.900000 sec): 3 clusters
  Score: Raw -533976.559731 + Penalty 2734.422884 = -531242.136847
  nChanged 236
		SP:Iteration 3F (32351.980000 sec): 3 clusters
  Score: Raw -534110.474897 + Penalty 2734.422884 = -531376.052012
  nChanged 220
		SP:Iteration 4Q (32352.060000 sec): 3 clusters
  Score: Raw -534261.049854 + Penalty 2734.422884 = -531526.626969
  nChanged 197
		SP:Iteration 5Q (32352.140000 sec): 3 clusters
  Score: Raw -534396.297626 + Penalty 2734.422884 = -531661.874742
  nChanged 189
		SP:Iteration 6Q (32352.220000 sec): 3 clusters
  Score: Raw -534515.129582 + Penalty 2734.422884 = -531780.706697
  nChanged 158
		SP:Iteration 7Q (32352.310000 sec): 3 clusters
  Score: Raw -534612.888627 + Penalty 2734.422884 = -531878.465742
  nChanged 126
		SP:Iteration 8Q (32352.390000 sec): 3 clusters
  Score: Raw -534686.784143 + Penalty 2734.422884 = -531952.361259
  nChanged 125
		SP:Iteration 9Q (32352.470000 sec): 3 clusters
  Score: Raw -534759.767594 + Penalty 2734.422884 = -532025.344710
  nChanged 93
		SP:Iteration 10Q (32352.550000 sec): 3 clusters
  Score: Raw -534816.118282 + Penalty 2734.422884 = -532081.695398
  nChanged 98
		SP:Iteration 11Q (32352.630000 sec): 3 clusters
  Score: Raw -534874.608238 + Penalty 2734.422884 = -532140.185353
  nChanged 86
		SP:Iteration 12Q (32352.710000 sec): 3 clusters
  Score: Raw -534928.545268 + Penalty 2734.422884 = -532194.122383
  nChanged 77
		SP:Iteration 13Q (32352.790000 sec): 3 clusters
  Score: Raw -534978.087009 + Penalty 2734.422884 = -532243.664125
  nChanged 82
		SP:Iteration 14Q (32352.870000 sec): 3 clusters
  Score: Raw -535035.371475 + Penalty 2734.422884 = -532300.948591
  nChanged 75
		SP:Iteration 15Q (32352.950000 sec): 3 clusters
  Score: Raw -535088.750179 + Penalty 2734.422884 = -532354.327294
  nChanged 65
		SP:Iteration 16Q (32353.030000 sec): 3 clusters
  Score: Raw -535139.287928 + Penalty 2734.422884 = -532404.865044
  nChanged 63
		SP:Iteration 17Q (32353.110000 sec): 3 clusters
  Score: Raw -535189.197205 + Penalty 2734.422884 = -532454.774321
  nChanged 49
		SP:Iteration 18Q (32353.190000 sec): 3 clusters
  Score: Raw -535226.796987 + Penalty 2734.422884 = -532492.374103
  nChanged 52
		SP:Iteration 19Q (32353.270000 sec): 3 clusters
  Score: Raw -535275.539354 + Penalty 2734.422884 = -532541.116469
  nChanged 43
		SP:Iteration 20F (32353.350000 sec): 3 clusters
  Score: Raw -535301.937648 + Penalty 2734.422884 = -532567.514764
  nChanged 37
		SP:Iteration 21Q (32353.430000 sec): 3 clusters
  Score: Raw -535330.956729 + Penalty 2734.422884 = -532596.533844
  nChanged 26
		SP:Iteration 22Q (32353.510000 sec): 3 clusters
  Score: Raw -535349.060825 + Penalty 2734.422884 = -532614.637940
  nChanged 18
		SP:Iteration 23Q (32353.580000 sec): 3 clusters
  Score: Raw -535358.441224 + Penalty 2734.422884 = -532624.018339
  nChanged 8
		SP:Iteration 24Q (32353.660000 sec): 3 clusters
  Score: Raw -535362.901265 + Penalty 2734.422884 = -532628.478380
  nChanged 4
		SP:Iteration 25Q (32353.740000 sec): 3 clusters
  Score: Raw -535364.625470 + Penalty 2734.422884 = -532630.202586
  nChanged 3
		SP:Iteration 26Q (32353.820000 sec): 3 clusters
  Score: Raw -535365.189317 + Penalty 2734.422884 = -532630.766433
  nChanged 0
		SP:Iteration 27F (32353.900000 sec): 3 clusters
  Score: Raw -535365.189317 + Penalty 2734.422884 = -532630.766433
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 49 (351 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32353.960000 sec): 2 clusters
  Score: Raw -41496.594309 + Penalty 952.377761 = -40544.216548
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32353.960000 sec): 3 clusters
  Score: Raw -41548.304862 + Penalty 1904.755523 = -39643.549339
  nChanged 68
		SP:Iteration 1F (32353.970000 sec): 3 clusters
  Score: Raw -41653.685711 + Penalty 1904.755523 = -39748.930189
  nChanged 14
		SP:Iteration 2Q (32353.980000 sec): 3 clusters
  Score: Raw -41693.330058 + Penalty 1904.755523 = -39788.574535
  nChanged 11
		SP:Iteration 3Q (32353.990000 sec): 3 clusters
  Score: Raw -41720.447652 + Penalty 1904.755523 = -39815.692129
  nChanged 4
		SP:Iteration 4Q (32354.000000 sec): 3 clusters
  Score: Raw -41726.684891 + Penalty 1904.755523 = -39821.929368
  nChanged 1
		SP:Iteration 5Q (32354.000000 sec): 3 clusters
  Score: Raw -41727.429035 + Penalty 1904.755523 = -39822.673513
  nChanged 1
		SP:Iteration 6Q (32354.010000 sec): 3 clusters
  Score: Raw -41727.765958 + Penalty 1904.755523 = -39823.010435
  nChanged 2
		SP:Iteration 7Q (32354.020000 sec): 3 clusters
  Score: Raw -41729.609256 + Penalty 1904.755523 = -39824.853733
  nChanged 2
		SP:Iteration 8Q (32354.020000 sec): 3 clusters
  Score: Raw -41732.770275 + Penalty 1904.755523 = -39828.014752
  nChanged 1
		SP:Iteration 9Q (32354.030000 sec): 3 clusters
  Score: Raw -41734.521058 + Penalty 1904.755523 = -39829.765535
  nChanged 1
		SP:Iteration 10Q (32354.040000 sec): 3 clusters
  Score: Raw -41736.288864 + Penalty 1904.755523 = -39831.533342
  nChanged 3
		SP:Iteration 11Q (32354.050000 sec): 3 clusters
  Score: Raw -41738.790498 + Penalty 1904.755523 = -39834.034976
  nChanged 0
		SP:Iteration 12F (32354.060000 sec): 3 clusters
  Score: Raw -41738.790498 + Penalty 1904.755523 = -39834.034976
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 50 (2694 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32354.120000 sec): 2 clusters
  Score: Raw -302912.978864 + Penalty 1283.552133 = -301629.426731
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32354.180000 sec): 3 clusters
  Score: Raw -301735.733969 + Penalty 2567.104266 = -299168.629703
  nChanged 992
		SP:Iteration 1F (32354.230000 sec): 3 clusters
  Score: Raw -302473.199358 + Penalty 2567.104266 = -299906.095092
  nChanged 236
		SP:Iteration 2F (32354.280000 sec): 3 clusters
  Score: Raw -302686.800672 + Penalty 2567.104266 = -300119.696406
  nChanged 177
		SP:Iteration 3F (32354.330000 sec): 3 clusters
  Score: Raw -302841.484562 + Penalty 2567.104266 = -300274.380296
  nChanged 125
		SP:Iteration 4Q (32354.380000 sec): 3 clusters
  Score: Raw -302944.714096 + Penalty 2567.104266 = -300377.609830
  nChanged 107
		SP:Iteration 5Q (32354.420000 sec): 3 clusters
  Score: Raw -303014.207773 + Penalty 2567.104266 = -300447.103507
  nChanged 81
		SP:Iteration 6Q (32354.480000 sec): 3 clusters
  Score: Raw -303073.233160 + Penalty 2567.104266 = -300506.128894
  nChanged 56
		SP:Iteration 7Q (32354.520000 sec): 3 clusters
  Score: Raw -303107.221748 + Penalty 2567.104266 = -300540.117482
  nChanged 45
		SP:Iteration 8Q (32354.570000 sec): 3 clusters
  Score: Raw -303143.054231 + Penalty 2567.104266 = -300575.949965
  nChanged 51
		SP:Iteration 9Q (32354.620000 sec): 3 clusters
  Score: Raw -303176.691020 + Penalty 2567.104266 = -300609.586754
  nChanged 41
		SP:Iteration 10Q (32354.670000 sec): 3 clusters
  Score: Raw -303205.165057 + Penalty 2567.104266 = -300638.060791
  nChanged 35
		SP:Iteration 11Q (32354.720000 sec): 3 clusters
  Score: Raw -303225.614426 + Penalty 2567.104266 = -300658.510160
  nChanged 39
		SP:Iteration 12Q (32354.760000 sec): 3 clusters
  Score: Raw -303261.210072 + Penalty 2567.104266 = -300694.105806
  nChanged 46
		SP:Iteration 13Q (32354.810000 sec): 3 clusters
  Score: Raw -303300.981394 + Penalty 2567.104266 = -300733.877128
  nChanged 51
		SP:Iteration 14Q (32354.860000 sec): 3 clusters
  Score: Raw -303352.360572 + Penalty 2567.104266 = -300785.256306
  nChanged 66
		SP:Iteration 15Q (32354.910000 sec): 3 clusters
  Score: Raw -303435.568052 + Penalty 2567.104266 = -300868.463786
  nChanged 99
		SP:Iteration 16Q (32354.960000 sec): 3 clusters
  Score: Raw -303572.558769 + Penalty 2567.104266 = -301005.454503
  nChanged 91
		SP:Iteration 17Q (32355.000000 sec): 3 clusters
  Score: Raw -303685.744146 + Penalty 2567.104266 = -301118.639880
  nChanged 91
		SP:Iteration 18Q (32355.050000 sec): 3 clusters
  Score: Raw -303794.620359 + Penalty 2567.104266 = -301227.516093
  nChanged 72
		SP:Iteration 19Q (32355.100000 sec): 3 clusters
  Score: Raw -303886.149643 + Penalty 2567.104266 = -301319.045377
  nChanged 64
		SP:Iteration 20F (32355.150000 sec): 3 clusters
  Score: Raw -304003.618747 + Penalty 2567.104266 = -301436.514481
  nChanged 60
		SP:Iteration 21Q (32355.200000 sec): 3 clusters
  Score: Raw -304107.223798 + Penalty 2567.104266 = -301540.119532
  nChanged 49
		SP:Iteration 22Q (32355.240000 sec): 3 clusters
  Score: Raw -304135.257354 + Penalty 2567.104266 = -301568.153088
  nChanged 26
		SP:Iteration 23Q (32355.290000 sec): 3 clusters
  Score: Raw -304146.734466 + Penalty 2567.104266 = -301579.630200
  nChanged 19
		SP:Iteration 24Q (32355.340000 sec): 3 clusters
  Score: Raw -304151.887090 + Penalty 2567.104266 = -301584.782824
  nChanged 8
		SP:Iteration 25Q (32355.380000 sec): 3 clusters
  Score: Raw -304156.601431 + Penalty 2567.104266 = -301589.497165
  nChanged 6
		SP:Iteration 26Q (32355.430000 sec): 3 clusters
  Score: Raw -304160.057720 + Penalty 2567.104266 = -301592.953454
  nChanged 6
		SP:Iteration 27Q (32355.480000 sec): 3 clusters
  Score: Raw -304163.490236 + Penalty 2567.104266 = -301596.385970
  nChanged 6
		SP:Iteration 28Q (32355.530000 sec): 3 clusters
  Score: Raw -304165.040394 + Penalty 2567.104266 = -301597.936128
  nChanged 2
		SP:Iteration 29Q (32355.580000 sec): 3 clusters
  Score: Raw -304166.139940 + Penalty 2567.104266 = -301599.035674
  nChanged 4
		SP:Iteration 30Q (32355.620000 sec): 3 clusters
  Score: Raw -304167.109874 + Penalty 2567.104266 = -301600.005608
  nChanged 5
		SP:Iteration 31Q (32355.670000 sec): 3 clusters
  Score: Raw -304168.360762 + Penalty 2567.104266 = -301601.256496
  nChanged 3
		SP:Iteration 32Q (32355.720000 sec): 3 clusters
  Score: Raw -304168.759773 + Penalty 2567.104266 = -301601.655507
  nChanged 0
		SP:Iteration 33F (32355.770000 sec): 3 clusters
  Score: Raw -304168.759773 + Penalty 2567.104266 = -301601.655507
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 51 (2633 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32355.840000 sec): 2 clusters
  Score: Raw -314378.352661 + Penalty 1279.830363 = -313098.522298
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32355.890000 sec): 3 clusters
  Score: Raw -313227.458210 + Penalty 2559.660727 = -310667.797484
  nChanged 978
		SP:Iteration 1F (32355.940000 sec): 3 clusters
  Score: Raw -313914.365193 + Penalty 2559.660727 = -311354.704466
  nChanged 243
		SP:Iteration 2F (32355.980000 sec): 3 clusters
  Score: Raw -314177.101341 + Penalty 2559.660727 = -311617.440614
  nChanged 196
		SP:Iteration 3F (32356.040000 sec): 3 clusters
  Score: Raw -314385.752061 + Penalty 2559.660727 = -311826.091335
  nChanged 162
		SP:Iteration 4F (32356.080000 sec): 3 clusters
  Score: Raw -314533.612506 + Penalty 2559.660727 = -311973.951779
  nChanged 140
		SP:Iteration 5F (32356.130000 sec): 3 clusters
  Score: Raw -314673.280883 + Penalty 2559.660727 = -312113.620156
  nChanged 108
		SP:Iteration 6Q (32356.180000 sec): 3 clusters
  Score: Raw -314771.359136 + Penalty 2559.660727 = -312211.698409
  nChanged 99
		SP:Iteration 7Q (32356.220000 sec): 3 clusters
  Score: Raw -314854.283261 + Penalty 2559.660727 = -312294.622534
  nChanged 58
		SP:Iteration 8Q (32356.270000 sec): 3 clusters
  Score: Raw -314899.868084 + Penalty 2559.660727 = -312340.207357
  nChanged 38
		SP:Iteration 9Q (32356.320000 sec): 3 clusters
  Score: Raw -314926.258790 + Penalty 2559.660727 = -312366.598063
  nChanged 31
		SP:Iteration 10Q (32356.370000 sec): 3 clusters
  Score: Raw -314953.281042 + Penalty 2559.660727 = -312393.620315
  nChanged 21
		SP:Iteration 11Q (32356.420000 sec): 3 clusters
  Score: Raw -314967.349609 + Penalty 2559.660727 = -312407.688882
  nChanged 20
		SP:Iteration 12Q (32356.460000 sec): 3 clusters
  Score: Raw -314981.992240 + Penalty 2559.660727 = -312422.331514
  nChanged 21
		SP:Iteration 13Q (32356.510000 sec): 3 clusters
  Score: Raw -315002.046053 + Penalty 2559.660727 = -312442.385326
  nChanged 22
		SP:Iteration 14Q (32356.560000 sec): 3 clusters
  Score: Raw -315019.813604 + Penalty 2559.660727 = -312460.152877
  nChanged 15
		SP:Iteration 15Q (32356.600000 sec): 3 clusters
  Score: Raw -315030.970581 + Penalty 2559.660727 = -312471.309854
  nChanged 11
		SP:Iteration 16Q (32356.650000 sec): 3 clusters
  Score: Raw -315038.037491 + Penalty 2559.660727 = -312478.376764
  nChanged 6
		SP:Iteration 17Q (32356.700000 sec): 3 clusters
  Score: Raw -315040.577399 + Penalty 2559.660727 = -312480.916672
  nChanged 5
		SP:Iteration 18Q (32356.740000 sec): 3 clusters
  Score: Raw -315043.095448 + Penalty 2559.660727 = -312483.434721
  nChanged 1
		SP:Iteration 19Q (32356.790000 sec): 3 clusters
  Score: Raw -315043.978732 + Penalty 2559.660727 = -312484.318005
  nChanged 2
		SP:Iteration 20F (32356.840000 sec): 3 clusters
  Score: Raw -315044.558255 + Penalty 2559.660727 = -312484.897528
  nChanged 1
		SP:Iteration 21Q (32356.880000 sec): 3 clusters
  Score: Raw -315045.094869 + Penalty 2559.660727 = -312485.434142
  nChanged 1
		SP:Iteration 22Q (32356.930000 sec): 3 clusters
  Score: Raw -315045.725082 + Penalty 2559.660727 = -312486.064355
  nChanged 0
		SP:Iteration 23F (32356.980000 sec): 3 clusters
  Score: Raw -315045.725082 + Penalty 2559.660727 = -312486.064355
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 52 (21327 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32357.200000 sec): 2 clusters
  Score: Raw -2565829.764700 + Penalty 1619.755988 = -2564210.008712
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32357.500000 sec): 3 clusters
  Score: Raw -2552846.342585 + Penalty 3239.511975 = -2549606.830609
  nChanged 9745
		SP:Iteration 1F (32357.760000 sec): 3 clusters
  Score: Raw -2558315.371836 + Penalty 3239.511975 = -2555075.859860
  nChanged 1223
		SP:Iteration 2F (32358.040000 sec): 3 clusters
  Score: Raw -2558838.721442 + Penalty 3239.511975 = -2555599.209467
  nChanged 1222
		SP:Iteration 3F (32358.300000 sec): 3 clusters
  Score: Raw -2559379.479143 + Penalty 3239.511975 = -2556139.967167
  nChanged 1145
		SP:Iteration 4F (32358.590000 sec): 3 clusters
  Score: Raw -2559971.399432 + Penalty 3239.511975 = -2556731.887457
  nChanged 1256
		SP:Iteration 5F (32358.880000 sec): 3 clusters
  Score: Raw -2560711.227376 + Penalty 3239.511975 = -2557471.715401
  nChanged 1305
		SP:Iteration 6F (32359.130000 sec): 3 clusters
  Score: Raw -2561589.997060 + Penalty 3239.511975 = -2558350.485085
  nChanged 1319
		SP:Iteration 7F (32359.420000 sec): 3 clusters
  Score: Raw -2562580.487534 + Penalty 3239.511975 = -2559340.975559
  nChanged 1204
		SP:Iteration 8F (32359.680000 sec): 3 clusters
  Score: Raw -2563522.125557 + Penalty 3239.511975 = -2560282.613582
  nChanged 989
		SP:Iteration 9Q (32359.960000 sec): 3 clusters
  Score: Raw -2564332.767343 + Penalty 3239.511975 = -2561093.255368
  nChanged 755
		SP:Iteration 10Q (32360.250000 sec): 3 clusters
  Score: Raw -2564978.963660 + Penalty 3239.511975 = -2561739.451684
  nChanged 532
		SP:Iteration 11Q (32360.530000 sec): 3 clusters
  Score: Raw -2565416.108153 + Penalty 3239.511975 = -2562176.596178
  nChanged 306
		SP:Iteration 12Q (32360.800000 sec): 3 clusters
  Score: Raw -2565684.106798 + Penalty 3239.511975 = -2562444.594823
  nChanged 181
		SP:Iteration 13Q (32361.080000 sec): 3 clusters
  Score: Raw -2565836.396293 + Penalty 3239.511975 = -2562596.884318
  nChanged 104
		SP:Iteration 14Q (32361.350000 sec): 3 clusters
  Score: Raw -2565932.805180 + Penalty 3239.511975 = -2562693.293205
  nChanged 59
		SP:Iteration 15Q (32361.620000 sec): 3 clusters
  Score: Raw -2565983.715026 + Penalty 3239.511975 = -2562744.203051
  nChanged 34
		SP:Iteration 16Q (32361.880000 sec): 3 clusters
  Score: Raw -2566015.271608 + Penalty 3239.511975 = -2562775.759633
  nChanged 31
		SP:Iteration 17Q (32362.160000 sec): 3 clusters
  Score: Raw -2566045.654647 + Penalty 3239.511975 = -2562806.142672
  nChanged 16
		SP:Iteration 18Q (32362.420000 sec): 3 clusters
  Score: Raw -2566058.916201 + Penalty 3239.511975 = -2562819.404225
  nChanged 7
		SP:Iteration 19Q (32362.660000 sec): 3 clusters
  Score: Raw -2566064.529266 + Penalty 3239.511975 = -2562825.017290
  nChanged 4
		SP:Iteration 20F (32362.940000 sec): 3 clusters
  Score: Raw -2566068.964603 + Penalty 3239.511975 = -2562829.452628
  nChanged 4
		SP:Iteration 21Q (32363.200000 sec): 3 clusters
  Score: Raw -2566072.109278 + Penalty 3239.511975 = -2562832.597303
  nChanged 4
		SP:Iteration 22Q (32363.450000 sec): 3 clusters
  Score: Raw -2566076.743180 + Penalty 3239.511975 = -2562837.231205
  nChanged 4
		SP:Iteration 23Q (32363.690000 sec): 3 clusters
  Score: Raw -2566082.457152 + Penalty 3239.511975 = -2562842.945176
  nChanged 6
		SP:Iteration 24Q (32363.950000 sec): 3 clusters
  Score: Raw -2566089.764307 + Penalty 3239.511975 = -2562850.252332
  nChanged 6
		SP:Iteration 25Q (32364.190000 sec): 3 clusters
  Score: Raw -2566094.642375 + Penalty 3239.511975 = -2562855.130400
  nChanged 4
		SP:Iteration 26Q (32364.420000 sec): 3 clusters
  Score: Raw -2566098.185750 + Penalty 3239.511975 = -2562858.673775
  nChanged 4
		SP:Iteration 27Q (32364.650000 sec): 3 clusters
  Score: Raw -2566100.925032 + Penalty 3239.511975 = -2562861.413056
  nChanged 2
		SP:Iteration 28Q (32364.910000 sec): 3 clusters
  Score: Raw -2566101.677102 + Penalty 3239.511975 = -2562862.165127
  nChanged 1
		SP:Iteration 29Q (32365.150000 sec): 3 clusters
  Score: Raw -2566102.190217 + Penalty 3239.511975 = -2562862.678241
  nChanged 1
		SP:Iteration 30Q (32365.400000 sec): 3 clusters
  Score: Raw -2566102.328797 + Penalty 3239.511975 = -2562862.816822
  nChanged 0
		SP:Iteration 31F (32365.660000 sec): 3 clusters
  Score: Raw -2566102.328797 + Penalty 3239.511975 = -2562862.816822
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 53 (5585 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32365.750000 sec): 2 clusters
  Score: Raw -699915.814779 + Penalty 1402.023953 = -698513.790826
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32365.870000 sec): 3 clusters
  Score: Raw -696974.947627 + Penalty 2804.047906 = -694170.899721
  nChanged 2317
		SP:Iteration 1F (32365.970000 sec): 3 clusters
  Score: Raw -698195.228126 + Penalty 2804.047906 = -695391.180220
  nChanged 385
		SP:Iteration 2F (32366.060000 sec): 3 clusters
  Score: Raw -698378.598568 + Penalty 2804.047906 = -695574.550662
  nChanged 273
		SP:Iteration 3Q (32366.160000 sec): 3 clusters
  Score: Raw -698493.725913 + Penalty 2804.047906 = -695689.678007
  nChanged 213
		SP:Iteration 4Q (32366.260000 sec): 3 clusters
  Score: Raw -698583.896908 + Penalty 2804.047906 = -695779.849001
  nChanged 187
		SP:Iteration 5Q (32366.350000 sec): 3 clusters
  Score: Raw -698659.433441 + Penalty 2804.047906 = -695855.385534
  nChanged 182
		SP:Iteration 6Q (32366.450000 sec): 3 clusters
  Score: Raw -698731.011464 + Penalty 2804.047906 = -695926.963558
  nChanged 164
		SP:Iteration 7Q (32366.540000 sec): 3 clusters
  Score: Raw -698795.925768 + Penalty 2804.047906 = -695991.877862
  nChanged 170
		SP:Iteration 8Q (32366.640000 sec): 3 clusters
  Score: Raw -698865.056429 + Penalty 2804.047906 = -696061.008523
  nChanged 191
		SP:Iteration 9Q (32366.730000 sec): 3 clusters
  Score: Raw -698950.800588 + Penalty 2804.047906 = -696146.752682
  nChanged 188
		SP:Iteration 10Q (32366.830000 sec): 3 clusters
  Score: Raw -699038.618617 + Penalty 2804.047906 = -696234.570711
  nChanged 199
		SP:Iteration 11Q (32366.920000 sec): 3 clusters
  Score: Raw -699129.716360 + Penalty 2804.047906 = -696325.668454
  nChanged 200
		SP:Iteration 12Q (32367.020000 sec): 3 clusters
  Score: Raw -699226.095700 + Penalty 2804.047906 = -696422.047793
  nChanged 180
		SP:Iteration 13Q (32367.120000 sec): 3 clusters
  Score: Raw -699311.394964 + Penalty 2804.047906 = -696507.347057
  nChanged 172
		SP:Iteration 14Q (32367.220000 sec): 3 clusters
  Score: Raw -699390.790161 + Penalty 2804.047906 = -696586.742255
  nChanged 153
		SP:Iteration 15Q (32367.310000 sec): 3 clusters
  Score: Raw -699474.437243 + Penalty 2804.047906 = -696670.389337
  nChanged 161
		SP:Iteration 16Q (32367.410000 sec): 3 clusters
  Score: Raw -699562.523768 + Penalty 2804.047906 = -696758.475861
  nChanged 137
		SP:Iteration 17Q (32367.500000 sec): 3 clusters
  Score: Raw -699637.665693 + Penalty 2804.047906 = -696833.617786
  nChanged 111
		SP:Iteration 18Q (32367.600000 sec): 3 clusters
  Score: Raw -699688.427125 + Penalty 2804.047906 = -696884.379219
  nChanged 76
		SP:Iteration 19Q (32367.700000 sec): 3 clusters
  Score: Raw -699724.407322 + Penalty 2804.047906 = -696920.359416
  nChanged 70
		SP:Iteration 20F (32367.800000 sec): 3 clusters
  Score: Raw -699756.763248 + Penalty 2804.047906 = -696952.715342
  nChanged 65
		SP:Iteration 21Q (32367.890000 sec): 3 clusters
  Score: Raw -699788.285886 + Penalty 2804.047906 = -696984.237979
  nChanged 57
		SP:Iteration 22Q (32367.980000 sec): 3 clusters
  Score: Raw -699814.261068 + Penalty 2804.047906 = -697010.213162
  nChanged 50
		SP:Iteration 23Q (32368.080000 sec): 3 clusters
  Score: Raw -699839.589427 + Penalty 2804.047906 = -697035.541520
  nChanged 53
		SP:Iteration 24Q (32368.180000 sec): 3 clusters
  Score: Raw -699867.371127 + Penalty 2804.047906 = -697063.323221
  nChanged 44
		SP:Iteration 25Q (32368.280000 sec): 3 clusters
  Score: Raw -699893.291071 + Penalty 2804.047906 = -697089.243165
  nChanged 41
		SP:Iteration 26Q (32368.370000 sec): 3 clusters
  Score: Raw -699912.456043 + Penalty 2804.047906 = -697108.408137
  nChanged 25
		SP:Iteration 27Q (32368.470000 sec): 3 clusters
  Score: Raw -699924.131102 + Penalty 2804.047906 = -697120.083196
  nChanged 16
		SP:Iteration 28Q (32368.560000 sec): 3 clusters
  Score: Raw -699932.892063 + Penalty 2804.047906 = -697128.844157
  nChanged 18
		SP:Iteration 29Q (32368.660000 sec): 3 clusters
  Score: Raw -699939.922859 + Penalty 2804.047906 = -697135.874952
  nChanged 18
		SP:Iteration 30Q (32368.750000 sec): 3 clusters
  Score: Raw -699948.850718 + Penalty 2804.047906 = -697144.802812
  nChanged 19
		SP:Iteration 31Q (32368.850000 sec): 3 clusters
  Score: Raw -699957.652996 + Penalty 2804.047906 = -697153.605090
  nChanged 16
		SP:Iteration 32Q (32368.940000 sec): 3 clusters
  Score: Raw -699964.450427 + Penalty 2804.047906 = -697160.402521
  nChanged 14
		SP:Iteration 33Q (32369.040000 sec): 3 clusters
  Score: Raw -699970.584570 + Penalty 2804.047906 = -697166.536664
  nChanged 13
		SP:Iteration 34Q (32369.140000 sec): 3 clusters
  Score: Raw -699977.873110 + Penalty 2804.047906 = -697173.825203
  nChanged 13
		SP:Iteration 35Q (32369.230000 sec): 3 clusters
  Score: Raw -699982.820129 + Penalty 2804.047906 = -697178.772223
  nChanged 7
		SP:Iteration 36Q (32369.320000 sec): 3 clusters
  Score: Raw -699985.686865 + Penalty 2804.047906 = -697181.638959
  nChanged 4
		SP:Iteration 37Q (32369.420000 sec): 3 clusters
  Score: Raw -699987.601529 + Penalty 2804.047906 = -697183.553623
  nChanged 6
		SP:Iteration 38Q (32369.520000 sec): 3 clusters
  Score: Raw -699990.587734 + Penalty 2804.047906 = -697186.539828
  nChanged 7
		SP:Iteration 39Q (32369.610000 sec): 3 clusters
  Score: Raw -699994.850974 + Penalty 2804.047906 = -697190.803068
  nChanged 8
		SP:Iteration 40F (32369.710000 sec): 3 clusters
  Score: Raw -699998.711459 + Penalty 2804.047906 = -697194.663553
  nChanged 7
		SP:Iteration 41Q (32369.800000 sec): 3 clusters
  Score: Raw -700001.908717 + Penalty 2804.047906 = -697197.860811
  nChanged 4
		SP:Iteration 42Q (32369.900000 sec): 3 clusters
  Score: Raw -700002.977084 + Penalty 2804.047906 = -697198.929178
  nChanged 4
		SP:Iteration 43Q (32369.990000 sec): 3 clusters
  Score: Raw -700004.900664 + Penalty 2804.047906 = -697200.852758
  nChanged 10
		SP:Iteration 44Q (32370.080000 sec): 3 clusters
  Score: Raw -700008.889477 + Penalty 2804.047906 = -697204.841571
  nChanged 5
		SP:Iteration 45Q (32370.180000 sec): 3 clusters
  Score: Raw -700012.097139 + Penalty 2804.047906 = -697208.049233
  nChanged 6
		SP:Iteration 46Q (32370.270000 sec): 3 clusters
  Score: Raw -700015.955260 + Penalty 2804.047906 = -697211.907354
  nChanged 11
		SP:Iteration 47Q (32370.370000 sec): 3 clusters
  Score: Raw -700021.960627 + Penalty 2804.047906 = -697217.912720
  nChanged 8
		SP:Iteration 48Q (32370.460000 sec): 3 clusters
  Score: Raw -700025.949716 + Penalty 2804.047906 = -697221.901810
  nChanged 7
		SP:Iteration 49Q (32370.560000 sec): 3 clusters
  Score: Raw -700031.066816 + Penalty 2804.047906 = -697227.018909
  nChanged 7
		SP:Iteration 50Q (32370.650000 sec): 3 clusters
  Score: Raw -700035.087306 + Penalty 2804.047906 = -697231.039400
  nChanged 7
		SP:Iteration 51Q (32370.740000 sec): 3 clusters
  Score: Raw -700041.178676 + Penalty 2804.047906 = -697237.130770
  nChanged 11
		SP:Iteration 52Q (32370.840000 sec): 3 clusters
  Score: Raw -700048.417362 + Penalty 2804.047906 = -697244.369455
  nChanged 8
		SP:Iteration 53Q (32370.930000 sec): 3 clusters
  Score: Raw -700052.292676 + Penalty 2804.047906 = -697248.244770
  nChanged 4
		SP:Iteration 54Q (32371.020000 sec): 3 clusters
  Score: Raw -700054.025248 + Penalty 2804.047906 = -697249.977342
  nChanged 3
		SP:Iteration 55Q (32371.120000 sec): 3 clusters
  Score: Raw -700055.559754 + Penalty 2804.047906 = -697251.511847
  nChanged 1
		SP:Iteration 56Q (32371.210000 sec): 3 clusters
  Score: Raw -700056.140715 + Penalty 2804.047906 = -697252.092809
  nChanged 1
		SP:Iteration 57Q (32371.300000 sec): 3 clusters
  Score: Raw -700056.475034 + Penalty 2804.047906 = -697252.427127
  nChanged 2
		SP:Iteration 58Q (32371.400000 sec): 3 clusters
  Score: Raw -700057.604810 + Penalty 2804.047906 = -697253.556904
  nChanged 1
		SP:Iteration 59Q (32371.490000 sec): 3 clusters
  Score: Raw -700058.442827 + Penalty 2804.047906 = -697254.394920
  nChanged 3
		SP:Iteration 60F (32371.590000 sec): 3 clusters
  Score: Raw -700059.534877 + Penalty 2804.047906 = -697255.486970
  nChanged 3
		SP:Iteration 61Q (32371.680000 sec): 3 clusters
  Score: Raw -700061.600593 + Penalty 2804.047906 = -697257.552687
  nChanged 3
		SP:Iteration 62Q (32371.770000 sec): 3 clusters
  Score: Raw -700064.424696 + Penalty 2804.047906 = -697260.376790
  nChanged 4
		SP:Iteration 63Q (32371.870000 sec): 3 clusters
  Score: Raw -700067.544118 + Penalty 2804.047906 = -697263.496212
  nChanged 4
		SP:Iteration 64Q (32371.960000 sec): 3 clusters
  Score: Raw -700069.035011 + Penalty 2804.047906 = -697264.987104
  nChanged 1
		SP:Iteration 65Q (32372.060000 sec): 3 clusters
  Score: Raw -700070.085257 + Penalty 2804.047906 = -697266.037351
  nChanged 3
		SP:Iteration 66Q (32372.150000 sec): 3 clusters
  Score: Raw -700072.258237 + Penalty 2804.047906 = -697268.210331
  nChanged 2
		SP:Iteration 67Q (32372.240000 sec): 3 clusters
  Score: Raw -700073.558336 + Penalty 2804.047906 = -697269.510429
  nChanged 0
		SP:Iteration 68F (32372.330000 sec): 3 clusters
  Score: Raw -700073.558336 + Penalty 2804.047906 = -697269.510429
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 54 (31841 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32372.640000 sec): 2 clusters
  Score: Raw -3695991.123243 + Penalty 1684.882883 = -3694306.240361
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32373.040000 sec): 3 clusters
  Score: Raw -3676320.881811 + Penalty 3369.765765 = -3672951.116046
  nChanged 14713
		SP:Iteration 1F (32373.400000 sec): 3 clusters
  Score: Raw -3685136.560415 + Penalty 3369.765765 = -3681766.794650
  nChanged 1886
		SP:Iteration 2F (32373.750000 sec): 3 clusters
  Score: Raw -3686066.885372 + Penalty 3369.765765 = -3682697.119607
  nChanged 1911
		SP:Iteration 3F (32374.140000 sec): 3 clusters
  Score: Raw -3687011.598736 + Penalty 3369.765765 = -3683641.832971
  nChanged 1779
		SP:Iteration 4F (32374.490000 sec): 3 clusters
  Score: Raw -3688065.923388 + Penalty 3369.765765 = -3684696.157622
  nChanged 1927
		SP:Iteration 5F (32374.830000 sec): 3 clusters
  Score: Raw -3689224.176265 + Penalty 3369.765765 = -3685854.410500
  nChanged 1776
		SP:Iteration 6F (32375.230000 sec): 3 clusters
  Score: Raw -3690243.374766 + Penalty 3369.765765 = -3686873.609001
  nChanged 1609
		SP:Iteration 7F (32375.570000 sec): 3 clusters
  Score: Raw -3691054.613146 + Penalty 3369.765765 = -3687684.847381
  nChanged 1274
		SP:Iteration 8Q (32375.930000 sec): 3 clusters
  Score: Raw -3691634.142640 + Penalty 3369.765765 = -3688264.376875
  nChanged 1118
		SP:Iteration 9Q (32376.300000 sec): 3 clusters
  Score: Raw -3692060.917389 + Penalty 3369.765765 = -3688691.151624
  nChanged 849
		SP:Iteration 10Q (32376.650000 sec): 3 clusters
  Score: Raw -3692342.519773 + Penalty 3369.765765 = -3688972.754007
  nChanged 681
		SP:Iteration 11Q (32376.990000 sec): 3 clusters
  Score: Raw -3692546.334552 + Penalty 3369.765765 = -3689176.568787
  nChanged 612
		SP:Iteration 12Q (32377.370000 sec): 3 clusters
  Score: Raw -3692717.777266 + Penalty 3369.765765 = -3689348.011501
  nChanged 515
		SP:Iteration 13Q (32377.730000 sec): 3 clusters
  Score: Raw -3692851.647812 + Penalty 3369.765765 = -3689481.882047
  nChanged 449
		SP:Iteration 14Q (32378.070000 sec): 3 clusters
  Score: Raw -3692963.539621 + Penalty 3369.765765 = -3689593.773856
  nChanged 420
		SP:Iteration 15Q (32378.450000 sec): 3 clusters
  Score: Raw -3693081.150768 + Penalty 3369.765765 = -3689711.385003
  nChanged 452
		SP:Iteration 16Q (32378.810000 sec): 3 clusters
  Score: Raw -3693212.807284 + Penalty 3369.765765 = -3689843.041519
  nChanged 433
		SP:Iteration 17Q (32379.150000 sec): 3 clusters
  Score: Raw -3693348.245358 + Penalty 3369.765765 = -3689978.479593
  nChanged 412
		SP:Iteration 18Q (32379.520000 sec): 3 clusters
  Score: Raw -3693493.555586 + Penalty 3369.765765 = -3690123.789821
  nChanged 440
		SP:Iteration 19Q (32379.880000 sec): 3 clusters
  Score: Raw -3693681.900930 + Penalty 3369.765765 = -3690312.135165
  nChanged 460
		SP:Iteration 20F (32380.230000 sec): 3 clusters
  Score: Raw -3693896.735817 + Penalty 3369.765765 = -3690526.970052
  nChanged 459
		SP:Iteration 21Q (32380.560000 sec): 3 clusters
  Score: Raw -3694092.371233 + Penalty 3369.765765 = -3690722.605468
  nChanged 484
		SP:Iteration 22Q (32380.940000 sec): 3 clusters
  Score: Raw -3694312.485521 + Penalty 3369.765765 = -3690942.719756
  nChanged 502
		SP:Iteration 23Q (32381.290000 sec): 3 clusters
  Score: Raw -3694524.789764 + Penalty 3369.765765 = -3691155.023999
  nChanged 456
		SP:Iteration 24Q (32381.620000 sec): 3 clusters
  Score: Raw -3694713.036825 + Penalty 3369.765765 = -3691343.271060
  nChanged 424
		SP:Iteration 25Q (32381.940000 sec): 3 clusters
  Score: Raw -3694880.562012 + Penalty 3369.765765 = -3691510.796247
  nChanged 429
		SP:Iteration 26Q (32382.270000 sec): 3 clusters
  Score: Raw -3695049.014716 + Penalty 3369.765765 = -3691679.248951
  nChanged 385
		SP:Iteration 27Q (32382.600000 sec): 3 clusters
  Score: Raw -3695192.919670 + Penalty 3369.765765 = -3691823.153904
  nChanged 389
		SP:Iteration 28Q (32382.970000 sec): 3 clusters
  Score: Raw -3695327.229575 + Penalty 3369.765765 = -3691957.463810
  nChanged 344
		SP:Iteration 29Q (32383.320000 sec): 3 clusters
  Score: Raw -3695461.221544 + Penalty 3369.765765 = -3692091.455779
  nChanged 359
		SP:Iteration 30Q (32383.660000 sec): 3 clusters
  Score: Raw -3695604.678420 + Penalty 3369.765765 = -3692234.912655
  nChanged 336
		SP:Iteration 31Q (32383.980000 sec): 3 clusters
  Score: Raw -3695751.804201 + Penalty 3369.765765 = -3692382.038436
  nChanged 342
		SP:Iteration 32Q (32384.300000 sec): 3 clusters
  Score: Raw -3695901.678103 + Penalty 3369.765765 = -3692531.912337
  nChanged 328
		SP:Iteration 33Q (32384.620000 sec): 3 clusters
  Score: Raw -3696043.736428 + Penalty 3369.765765 = -3692673.970663
  nChanged 294
		SP:Iteration 34Q (32384.940000 sec): 3 clusters
  Score: Raw -3696161.639056 + Penalty 3369.765765 = -3692791.873290
  nChanged 271
		SP:Iteration 35Q (32385.260000 sec): 3 clusters
  Score: Raw -3696266.641367 + Penalty 3369.765765 = -3692896.875601
  nChanged 239
		SP:Iteration 36Q (32385.580000 sec): 3 clusters
  Score: Raw -3696347.421938 + Penalty 3369.765765 = -3692977.656173
  nChanged 215
		SP:Iteration 37Q (32385.940000 sec): 3 clusters
  Score: Raw -3696409.423788 + Penalty 3369.765765 = -3693039.658022
  nChanged 194
		SP:Iteration 38Q (32386.300000 sec): 3 clusters
  Score: Raw -3696466.546386 + Penalty 3369.765765 = -3693096.780621
  nChanged 188
		SP:Iteration 39Q (32386.640000 sec): 3 clusters
  Score: Raw -3696521.118242 + Penalty 3369.765765 = -3693151.352477
  nChanged 194
		SP:Iteration 40F (32386.980000 sec): 3 clusters
  Score: Raw -3696582.070086 + Penalty 3369.765765 = -3693212.304321
  nChanged 173
		SP:Iteration 41Q (32387.300000 sec): 3 clusters
  Score: Raw -3696630.560295 + Penalty 3369.765765 = -3693260.794530
  nChanged 172
		SP:Iteration 42Q (32387.620000 sec): 3 clusters
  Score: Raw -3696678.841549 + Penalty 3369.765765 = -3693309.075784
  nChanged 154
		SP:Iteration 43Q (32387.940000 sec): 3 clusters
  Score: Raw -3696726.258075 + Penalty 3369.765765 = -3693356.492310
  nChanged 160
		SP:Iteration 44Q (32388.300000 sec): 3 clusters
  Score: Raw -3696779.454371 + Penalty 3369.765765 = -3693409.688606
  nChanged 149
		SP:Iteration 45Q (32388.640000 sec): 3 clusters
  Score: Raw -3696825.423839 + Penalty 3369.765765 = -3693455.658074
  nChanged 130
		SP:Iteration 46Q (32388.970000 sec): 3 clusters
  Score: Raw -3696859.993241 + Penalty 3369.765765 = -3693490.227476
  nChanged 117
		SP:Iteration 47Q (32389.310000 sec): 3 clusters
  Score: Raw -3696890.367546 + Penalty 3369.765765 = -3693520.601781
  nChanged 114
		SP:Iteration 48Q (32389.620000 sec): 3 clusters
  Score: Raw -3696922.254453 + Penalty 3369.765765 = -3693552.488688
  nChanged 95
		SP:Iteration 49Q (32389.930000 sec): 3 clusters
  Score: Raw -3696949.283949 + Penalty 3369.765765 = -3693579.518184
  nChanged 85
		SP:Iteration 50Q (32390.240000 sec): 3 clusters
  Score: Raw -3696972.488892 + Penalty 3369.765765 = -3693602.723127
  nChanged 83
		SP:Iteration 51Q (32390.550000 sec): 3 clusters
  Score: Raw -3696994.196775 + Penalty 3369.765765 = -3693624.431010
  nChanged 77
		SP:Iteration 52Q (32390.890000 sec): 3 clusters
  Score: Raw -3697014.375656 + Penalty 3369.765765 = -3693644.609891
  nChanged 71
		SP:Iteration 53Q (32391.200000 sec): 3 clusters
  Score: Raw -3697035.768357 + Penalty 3369.765765 = -3693666.002592
  nChanged 66
		SP:Iteration 54Q (32391.510000 sec): 3 clusters
  Score: Raw -3697054.163579 + Penalty 3369.765765 = -3693684.397814
  nChanged 54
		SP:Iteration 55Q (32391.820000 sec): 3 clusters
  Score: Raw -3697065.406799 + Penalty 3369.765765 = -3693695.641034
  nChanged 51
		SP:Iteration 56Q (32392.150000 sec): 3 clusters
  Score: Raw -3697077.334508 + Penalty 3369.765765 = -3693707.568743
  nChanged 55
		SP:Iteration 57Q (32392.460000 sec): 3 clusters
  Score: Raw -3697091.190365 + Penalty 3369.765765 = -3693721.424600
  nChanged 56
		SP:Iteration 58Q (32392.770000 sec): 3 clusters
  Score: Raw -3697106.560966 + Penalty 3369.765765 = -3693736.795201
  nChanged 52
		SP:Iteration 59Q (32393.090000 sec): 3 clusters
  Score: Raw -3697118.621658 + Penalty 3369.765765 = -3693748.855893
  nChanged 37
		SP:Iteration 60F (32393.460000 sec): 3 clusters
  Score: Raw -3697129.057823 + Penalty 3369.765765 = -3693759.292058
  nChanged 46
		SP:Iteration 61Q (32393.810000 sec): 3 clusters
  Score: Raw -3697140.465011 + Penalty 3369.765765 = -3693770.699246
  nChanged 37
		SP:Iteration 62Q (32394.170000 sec): 3 clusters
  Score: Raw -3697148.666576 + Penalty 3369.765765 = -3693778.900811
  nChanged 31
		SP:Iteration 63Q (32394.500000 sec): 3 clusters
  Score: Raw -3697154.173709 + Penalty 3369.765765 = -3693784.407944
  nChanged 23
		SP:Iteration 64Q (32394.830000 sec): 3 clusters
  Score: Raw -3697158.716599 + Penalty 3369.765765 = -3693788.950833
  nChanged 20
		SP:Iteration 65Q (32395.140000 sec): 3 clusters
  Score: Raw -3697162.933935 + Penalty 3369.765765 = -3693793.168170
  nChanged 15
		SP:Iteration 66Q (32395.450000 sec): 3 clusters
  Score: Raw -3697166.387443 + Penalty 3369.765765 = -3693796.621678
  nChanged 17
		SP:Iteration 67Q (32395.780000 sec): 3 clusters
  Score: Raw -3697169.508239 + Penalty 3369.765765 = -3693799.742474
  nChanged 14
		SP:Iteration 68Q (32396.090000 sec): 3 clusters
  Score: Raw -3697172.844642 + Penalty 3369.765765 = -3693803.078877
  nChanged 17
		SP:Iteration 69Q (32396.400000 sec): 3 clusters
  Score: Raw -3697177.612827 + Penalty 3369.765765 = -3693807.847062
  nChanged 12
		SP:Iteration 70Q (32396.710000 sec): 3 clusters
  Score: Raw -3697179.703660 + Penalty 3369.765765 = -3693809.937894
  nChanged 7
		SP:Iteration 71Q (32397.040000 sec): 3 clusters
  Score: Raw -3697180.685840 + Penalty 3369.765765 = -3693810.920075
  nChanged 7
		SP:Iteration 72Q (32397.350000 sec): 3 clusters
  Score: Raw -3697181.924574 + Penalty 3369.765765 = -3693812.158809
  nChanged 11
		SP:Iteration 73Q (32397.680000 sec): 3 clusters
  Score: Raw -3697184.099281 + Penalty 3369.765765 = -3693814.333515
  nChanged 13
		SP:Iteration 74Q (32397.990000 sec): 3 clusters
  Score: Raw -3697186.324841 + Penalty 3369.765765 = -3693816.559076
  nChanged 10
		SP:Iteration 75Q (32398.290000 sec): 3 clusters
  Score: Raw -3697188.506788 + Penalty 3369.765765 = -3693818.741023
  nChanged 15
		SP:Iteration 76Q (32398.600000 sec): 3 clusters
  Score: Raw -3697191.671409 + Penalty 3369.765765 = -3693821.905644
  nChanged 9
		SP:Iteration 77Q (32398.910000 sec): 3 clusters
  Score: Raw -3697193.542718 + Penalty 3369.765765 = -3693823.776953
  nChanged 11
		SP:Iteration 78Q (32399.220000 sec): 3 clusters
  Score: Raw -3697196.024407 + Penalty 3369.765765 = -3693826.258642
  nChanged 8
		SP:Iteration 79Q (32399.540000 sec): 3 clusters
  Score: Raw -3697197.136795 + Penalty 3369.765765 = -3693827.371030
  nChanged 4
		SP:Iteration 80F (32399.950000 sec): 3 clusters
  Score: Raw -3697197.713457 + Penalty 3369.765765 = -3693827.947692
  nChanged 3
		SP:Iteration 81Q (32400.240000 sec): 3 clusters
  Score: Raw -3697198.766061 + Penalty 3369.765765 = -3693829.000296
  nChanged 5
		SP:Iteration 82Q (32400.580000 sec): 3 clusters
  Score: Raw -3697199.733117 + Penalty 3369.765765 = -3693829.967352
  nChanged 3
		SP:Iteration 83Q (32400.880000 sec): 3 clusters
  Score: Raw -3697200.412444 + Penalty 3369.765765 = -3693830.646679
  nChanged 2
		SP:Iteration 84Q (32401.220000 sec): 3 clusters
  Score: Raw -3697200.794171 + Penalty 3369.765765 = -3693831.028406
  nChanged 1
		SP:Iteration 85Q (32401.520000 sec): 3 clusters
  Score: Raw -3697200.892617 + Penalty 3369.765765 = -3693831.126851
  nChanged 0
		SP:Iteration 86F (32401.960000 sec): 3 clusters
  Score: Raw -3697200.892617 + Penalty 3369.765765 = -3693831.126851
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 55 (10512 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32402.060000 sec): 2 clusters
  Score: Raw -1191588.438636 + Penalty 1504.794320 = -1190083.644315
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32402.220000 sec): 3 clusters
  Score: Raw -1185732.927899 + Penalty 3009.588641 = -1182723.339258
  nChanged 4532
		SP:Iteration 1F (32402.370000 sec): 3 clusters
  Score: Raw -1188342.150771 + Penalty 3009.588641 = -1185332.562130
  nChanged 828
		SP:Iteration 2F (32402.530000 sec): 3 clusters
  Score: Raw -1188948.303068 + Penalty 3009.588641 = -1185938.714427
  nChanged 827
		SP:Iteration 3F (32402.680000 sec): 3 clusters
  Score: Raw -1189635.522885 + Penalty 3009.588641 = -1186625.934245
  nChanged 808
		SP:Iteration 4F (32402.830000 sec): 3 clusters
  Score: Raw -1190369.084321 + Penalty 3009.588641 = -1187359.495681
  nChanged 704
		SP:Iteration 5F (32403.000000 sec): 3 clusters
  Score: Raw -1190973.941973 + Penalty 3009.588641 = -1187964.353333
  nChanged 561
		SP:Iteration 6F (32403.140000 sec): 3 clusters
  Score: Raw -1191384.029427 + Penalty 3009.588641 = -1188374.440786
  nChanged 422
		SP:Iteration 7Q (32403.300000 sec): 3 clusters
  Score: Raw -1191624.086370 + Penalty 3009.588641 = -1188614.497729
  nChanged 346
		SP:Iteration 8Q (32403.450000 sec): 3 clusters
  Score: Raw -1191808.971349 + Penalty 3009.588641 = -1188799.382708
  nChanged 244
		SP:Iteration 9Q (32403.580000 sec): 3 clusters
  Score: Raw -1191932.890735 + Penalty 3009.588641 = -1188923.302094
  nChanged 197
		SP:Iteration 10Q (32403.740000 sec): 3 clusters
  Score: Raw -1192013.023556 + Penalty 3009.588641 = -1189003.434915
  nChanged 164
		SP:Iteration 11Q (32403.920000 sec): 3 clusters
  Score: Raw -1192075.308991 + Penalty 3009.588641 = -1189065.720350
  nChanged 129
		SP:Iteration 12Q (32404.060000 sec): 3 clusters
  Score: Raw -1192117.466002 + Penalty 3009.588641 = -1189107.877361
  nChanged 96
		SP:Iteration 13Q (32404.200000 sec): 3 clusters
  Score: Raw -1192150.630126 + Penalty 3009.588641 = -1189141.041485
  nChanged 96
		SP:Iteration 14Q (32404.360000 sec): 3 clusters
  Score: Raw -1192196.356852 + Penalty 3009.588641 = -1189186.768211
  nChanged 105
		SP:Iteration 15Q (32404.500000 sec): 3 clusters
  Score: Raw -1192245.537153 + Penalty 3009.588641 = -1189235.948513
  nChanged 111
		SP:Iteration 16Q (32404.650000 sec): 3 clusters
  Score: Raw -1192298.682144 + Penalty 3009.588641 = -1189289.093503
  nChanged 102
		SP:Iteration 17Q (32404.820000 sec): 3 clusters
  Score: Raw -1192335.577977 + Penalty 3009.588641 = -1189325.989336
  nChanged 83
		SP:Iteration 18Q (32404.970000 sec): 3 clusters
  Score: Raw -1192358.692620 + Penalty 3009.588641 = -1189349.103979
  nChanged 68
		SP:Iteration 19Q (32405.110000 sec): 3 clusters
  Score: Raw -1192375.128177 + Penalty 3009.588641 = -1189365.539536
  nChanged 65
		SP:Iteration 20F (32405.290000 sec): 3 clusters
  Score: Raw -1192390.795652 + Penalty 3009.588641 = -1189381.207011
  nChanged 52
		SP:Iteration 21Q (32405.430000 sec): 3 clusters
  Score: Raw -1192402.252715 + Penalty 3009.588641 = -1189392.664074
  nChanged 50
		SP:Iteration 22Q (32405.570000 sec): 3 clusters
  Score: Raw -1192411.278770 + Penalty 3009.588641 = -1189401.690130
  nChanged 38
		SP:Iteration 23Q (32405.740000 sec): 3 clusters
  Score: Raw -1192416.500199 + Penalty 3009.588641 = -1189406.911558
  nChanged 38
		SP:Iteration 24Q (32405.890000 sec): 3 clusters
  Score: Raw -1192422.583582 + Penalty 3009.588641 = -1189412.994942
  nChanged 26
		SP:Iteration 25Q (32406.030000 sec): 3 clusters
  Score: Raw -1192426.247648 + Penalty 3009.588641 = -1189416.659008
  nChanged 20
		SP:Iteration 26Q (32406.200000 sec): 3 clusters
  Score: Raw -1192428.751419 + Penalty 3009.588641 = -1189419.162778
  nChanged 13
		SP:Iteration 27Q (32406.350000 sec): 3 clusters
  Score: Raw -1192430.244505 + Penalty 3009.588641 = -1189420.655864
  nChanged 7
		SP:Iteration 28Q (32406.490000 sec): 3 clusters
  Score: Raw -1192430.918715 + Penalty 3009.588641 = -1189421.330075
  nChanged 8
		SP:Iteration 29Q (32406.660000 sec): 3 clusters
  Score: Raw -1192432.509730 + Penalty 3009.588641 = -1189422.921089
  nChanged 18
		SP:Iteration 30Q (32406.820000 sec): 3 clusters
  Score: Raw -1192435.532709 + Penalty 3009.588641 = -1189425.944068
  nChanged 25
		SP:Iteration 31Q (32406.950000 sec): 3 clusters
  Score: Raw -1192438.774595 + Penalty 3009.588641 = -1189429.185954
  nChanged 18
		SP:Iteration 32Q (32407.120000 sec): 3 clusters
  Score: Raw -1192441.297931 + Penalty 3009.588641 = -1189431.709290
  nChanged 14
		SP:Iteration 33Q (32407.290000 sec): 3 clusters
  Score: Raw -1192443.023358 + Penalty 3009.588641 = -1189433.434717
  nChanged 12
		SP:Iteration 34Q (32407.430000 sec): 3 clusters
  Score: Raw -1192445.205967 + Penalty 3009.588641 = -1189435.617326
  nChanged 7
		SP:Iteration 35Q (32407.580000 sec): 3 clusters
  Score: Raw -1192445.896053 + Penalty 3009.588641 = -1189436.307413
  nChanged 7
		SP:Iteration 36Q (32407.750000 sec): 3 clusters
  Score: Raw -1192446.388347 + Penalty 3009.588641 = -1189436.799706
  nChanged 2
		SP:Iteration 37Q (32407.890000 sec): 3 clusters
  Score: Raw -1192446.512163 + Penalty 3009.588641 = -1189436.923522
  nChanged 0
		SP:Iteration 38F (32408.040000 sec): 3 clusters
  Score: Raw -1192446.512163 + Penalty 3009.588641 = -1189436.923522
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 56 (6905 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32408.160000 sec): 2 clusters
  Score: Raw -766837.366694 + Penalty 1436.500173 = -765400.866521
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32408.320000 sec): 3 clusters
  Score: Raw -763225.653258 + Penalty 2873.000346 = -760352.652911
  nChanged 2906
		SP:Iteration 1F (32408.440000 sec): 3 clusters
  Score: Raw -765160.324678 + Penalty 2873.000346 = -762287.324331
  nChanged 588
		SP:Iteration 2F (32408.550000 sec): 3 clusters
  Score: Raw -765758.921118 + Penalty 2873.000346 = -762885.920772
  nChanged 507
		SP:Iteration 3F (32408.660000 sec): 3 clusters
  Score: Raw -766254.114753 + Penalty 2873.000346 = -763381.114407
  nChanged 490
		SP:Iteration 4F (32408.770000 sec): 3 clusters
  Score: Raw -766796.348068 + Penalty 2873.000346 = -763923.347721
  nChanged 529
		SP:Iteration 5F (32408.890000 sec): 3 clusters
  Score: Raw -767413.197925 + Penalty 2873.000346 = -764540.197578
  nChanged 547
		SP:Iteration 6F (32409.000000 sec): 3 clusters
  Score: Raw -768057.896720 + Penalty 2873.000346 = -765184.896374
  nChanged 488
		SP:Iteration 7F (32409.110000 sec): 3 clusters
  Score: Raw -768581.803964 + Penalty 2873.000346 = -765708.803618
  nChanged 415
		SP:Iteration 8F (32409.220000 sec): 3 clusters
  Score: Raw -769102.589088 + Penalty 2873.000346 = -766229.588742
  nChanged 354
		SP:Iteration 9F (32409.350000 sec): 3 clusters
  Score: Raw -769505.780065 + Penalty 2873.000346 = -766632.779718
  nChanged 294
		SP:Iteration 10Q (32409.460000 sec): 3 clusters
  Score: Raw -769795.622325 + Penalty 2873.000346 = -766922.621979
  nChanged 186
		SP:Iteration 11Q (32409.580000 sec): 3 clusters
  Score: Raw -769993.081121 + Penalty 2873.000346 = -767120.080774
  nChanged 121
		SP:Iteration 12Q (32409.690000 sec): 3 clusters
  Score: Raw -770091.663929 + Penalty 2873.000346 = -767218.663582
  nChanged 71
		SP:Iteration 13Q (32409.810000 sec): 3 clusters
  Score: Raw -770137.580632 + Penalty 2873.000346 = -767264.580286
  nChanged 49
		SP:Iteration 14Q (32409.920000 sec): 3 clusters
  Score: Raw -770160.863850 + Penalty 2873.000346 = -767287.863503
  nChanged 32
		SP:Iteration 15Q (32410.030000 sec): 3 clusters
  Score: Raw -770174.246152 + Penalty 2873.000346 = -767301.245806
  nChanged 26
		SP:Iteration 16Q (32410.150000 sec): 3 clusters
  Score: Raw -770183.764884 + Penalty 2873.000346 = -767310.764537
  nChanged 18
		SP:Iteration 17Q (32410.260000 sec): 3 clusters
  Score: Raw -770191.215017 + Penalty 2873.000346 = -767318.214670
  nChanged 11
		SP:Iteration 18Q (32410.370000 sec): 3 clusters
  Score: Raw -770193.697809 + Penalty 2873.000346 = -767320.697463
  nChanged 5
		SP:Iteration 19Q (32410.490000 sec): 3 clusters
  Score: Raw -770194.798053 + Penalty 2873.000346 = -767321.797707
  nChanged 3
		SP:Iteration 20F (32410.610000 sec): 3 clusters
  Score: Raw -770195.170444 + Penalty 2873.000346 = -767322.170098
  nChanged 0
  Score: Raw -119081814.212916 + Penalty 245289.985902 = -118836524.227014

Splitting cluster 56 changes total score from -118815327.063226 to -118836524.227014

 So it's getting split into cluster 109.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 57 (3676 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32742.630000 sec): 2 clusters
  Score: Raw -443717.921333 + Penalty 1334.056829 = -442383.864504
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32742.700000 sec): 3 clusters
  Score: Raw -441870.224637 + Penalty 2668.113657 = -439202.110979
  nChanged 1430
		SP:Iteration 1F (32742.780000 sec): 3 clusters
  Score: Raw -442655.906899 + Penalty 2668.113657 = -439987.793242
  nChanged 291
		SP:Iteration 2F (32742.840000 sec): 3 clusters
  Score: Raw -442815.476376 + Penalty 2668.113657 = -440147.362719
  nChanged 203
		SP:Iteration 3F (32742.910000 sec): 3 clusters
  Score: Raw -442941.693069 + Penalty 2668.113657 = -440273.579412
  nChanged 195
		SP:Iteration 4F (32742.980000 sec): 3 clusters
  Score: Raw -443073.474601 + Penalty 2668.113657 = -440405.360944
  nChanged 187
		SP:Iteration 5F (32743.040000 sec): 3 clusters
  Score: Raw -443201.213609 + Penalty 2668.113657 = -440533.099952
  nChanged 169
		SP:Iteration 6Q (32743.110000 sec): 3 clusters
  Score: Raw -443313.082199 + Penalty 2668.113657 = -440644.968542
  nChanged 124
		SP:Iteration 7Q (32743.180000 sec): 3 clusters
  Score: Raw -443396.618793 + Penalty 2668.113657 = -440728.505135
  nChanged 118
		SP:Iteration 8Q (32743.240000 sec): 3 clusters
  Score: Raw -443462.983217 + Penalty 2668.113657 = -440794.869560
  nChanged 98
		SP:Iteration 9Q (32743.310000 sec): 3 clusters
  Score: Raw -443512.619048 + Penalty 2668.113657 = -440844.505391
  nChanged 73
		SP:Iteration 10Q (32743.380000 sec): 3 clusters
  Score: Raw -443548.336076 + Penalty 2668.113657 = -440880.222419
  nChanged 67
		SP:Iteration 11Q (32743.440000 sec): 3 clusters
  Score: Raw -443581.973323 + Penalty 2668.113657 = -440913.859666
  nChanged 57
		SP:Iteration 12Q (32743.510000 sec): 3 clusters
  Score: Raw -443613.614867 + Penalty 2668.113657 = -440945.501209
  nChanged 57
		SP:Iteration 13Q (32743.580000 sec): 3 clusters
  Score: Raw -443646.331608 + Penalty 2668.113657 = -440978.217950
  nChanged 45
		SP:Iteration 14Q (32743.640000 sec): 3 clusters
  Score: Raw -443673.763017 + Penalty 2668.113657 = -441005.649360
  nChanged 50
		SP:Iteration 15Q (32743.710000 sec): 3 clusters
  Score: Raw -443704.211587 + Penalty 2668.113657 = -441036.097930
  nChanged 41
		SP:Iteration 16Q (32743.780000 sec): 3 clusters
  Score: Raw -443729.989877 + Penalty 2668.113657 = -441061.876219
  nChanged 37
		SP:Iteration 17Q (32743.840000 sec): 3 clusters
  Score: Raw -443752.009140 + Penalty 2668.113657 = -441083.895483
  nChanged 35
		SP:Iteration 18Q (32743.910000 sec): 3 clusters
  Score: Raw -443770.995827 + Penalty 2668.113657 = -441102.882170
  nChanged 30
		SP:Iteration 19Q (32743.970000 sec): 3 clusters
  Score: Raw -443788.183159 + Penalty 2668.113657 = -441120.069502
  nChanged 24
		SP:Iteration 20F (32744.040000 sec): 3 clusters
  Score: Raw -443802.690409 + Penalty 2668.113657 = -441134.576752
  nChanged 19
		SP:Iteration 21Q (32744.100000 sec): 3 clusters
  Score: Raw -443813.121280 + Penalty 2668.113657 = -441145.007623
  nChanged 20
		SP:Iteration 22Q (32744.170000 sec): 3 clusters
  Score: Raw -443827.365114 + Penalty 2668.113657 = -441159.251457
  nChanged 21
		SP:Iteration 23Q (32744.240000 sec): 3 clusters
  Score: Raw -443841.054886 + Penalty 2668.113657 = -441172.941229
  nChanged 15
		SP:Iteration 24Q (32744.300000 sec): 3 clusters
  Score: Raw -443849.093678 + Penalty 2668.113657 = -441180.980021
  nChanged 17
		SP:Iteration 25Q (32744.360000 sec): 3 clusters
  Score: Raw -443859.444865 + Penalty 2668.113657 = -441191.331208
  nChanged 13
		SP:Iteration 26Q (32744.430000 sec): 3 clusters
  Score: Raw -443865.445515 + Penalty 2668.113657 = -441197.331858
  nChanged 11
		SP:Iteration 27Q (32744.500000 sec): 3 clusters
  Score: Raw -443870.226685 + Penalty 2668.113657 = -441202.113028
  nChanged 11
		SP:Iteration 28Q (32744.560000 sec): 3 clusters
  Score: Raw -443874.915644 + Penalty 2668.113657 = -441206.801987
  nChanged 6
		SP:Iteration 29Q (32744.630000 sec): 3 clusters
  Score: Raw -443877.308731 + Penalty 2668.113657 = -441209.195074
  nChanged 5
		SP:Iteration 30Q (32744.690000 sec): 3 clusters
  Score: Raw -443881.071831 + Penalty 2668.113657 = -441212.958174
  nChanged 5
		SP:Iteration 31Q (32744.760000 sec): 3 clusters
  Score: Raw -443884.178939 + Penalty 2668.113657 = -441216.065282
  nChanged 5
		SP:Iteration 32Q (32744.820000 sec): 3 clusters
  Score: Raw -443886.194806 + Penalty 2668.113657 = -441218.081149
  nChanged 5
		SP:Iteration 33Q (32744.890000 sec): 3 clusters
  Score: Raw -443888.311316 + Penalty 2668.113657 = -441220.197659
  nChanged 1
		SP:Iteration 34Q (32744.950000 sec): 3 clusters
  Score: Raw -443888.720450 + Penalty 2668.113657 = -441220.606793
  nChanged 1
		SP:Iteration 35Q (32745.020000 sec): 3 clusters
  Score: Raw -443889.409856 + Penalty 2668.113657 = -441221.296199
  nChanged 2
		SP:Iteration 36Q (32745.080000 sec): 3 clusters
  Score: Raw -443889.984097 + Penalty 2668.113657 = -441221.870440
  nChanged 1
		SP:Iteration 37Q (32745.150000 sec): 3 clusters
  Score: Raw -443890.793960 + Penalty 2668.113657 = -441222.680303
  nChanged 3
		SP:Iteration 38Q (32745.220000 sec): 3 clusters
  Score: Raw -443892.102047 + Penalty 2668.113657 = -441223.988390
  nChanged 0
		SP:Iteration 39F (32745.280000 sec): 3 clusters
  Score: Raw -443892.102047 + Penalty 2668.113657 = -441223.988390
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 58 (9058 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32745.390000 sec): 2 clusters
  Score: Raw -1152977.862032 + Penalty 1480.603089 = -1151497.258944
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32745.580000 sec): 3 clusters
  Score: Raw -1147934.148619 + Penalty 2961.206178 = -1144972.942441
  nChanged 3851
		SP:Iteration 1F (32745.710000 sec): 3 clusters
  Score: Raw -1149930.177711 + Penalty 2961.206178 = -1146968.971533
  nChanged 517
		SP:Iteration 2F (32745.860000 sec): 3 clusters
  Score: Raw -1150155.347096 + Penalty 2961.206178 = -1147194.140918
  nChanged 428
		SP:Iteration 3Q (32745.990000 sec): 3 clusters
  Score: Raw -1150336.266932 + Penalty 2961.206178 = -1147375.060754
  nChanged 411
		SP:Iteration 4Q (32746.130000 sec): 3 clusters
  Score: Raw -1150508.349434 + Penalty 2961.206178 = -1147547.143256
  nChanged 418
		SP:Iteration 5Q (32746.280000 sec): 3 clusters
  Score: Raw -1150697.764362 + Penalty 2961.206178 = -1147736.558184
  nChanged 433
		SP:Iteration 6Q (32746.420000 sec): 3 clusters
  Score: Raw -1150923.985514 + Penalty 2961.206178 = -1147962.779336
  nChanged 462
		SP:Iteration 7F (32746.560000 sec): 3 clusters
  Score: Raw -1151173.307466 + Penalty 2961.206178 = -1148212.101288
  nChanged 436
		SP:Iteration 8Q (32746.700000 sec): 3 clusters
  Score: Raw -1151402.514341 + Penalty 2961.206178 = -1148441.308164
  nChanged 381
		SP:Iteration 9Q (32746.840000 sec): 3 clusters
  Score: Raw -1151607.195041 + Penalty 2961.206178 = -1148645.988863
  nChanged 347
		SP:Iteration 10Q (32746.990000 sec): 3 clusters
  Score: Raw -1151775.452779 + Penalty 2961.206178 = -1148814.246602
  nChanged 293
		SP:Iteration 11Q (32747.130000 sec): 3 clusters
  Score: Raw -1151922.691976 + Penalty 2961.206178 = -1148961.485798
  nChanged 264
		SP:Iteration 12Q (32747.270000 sec): 3 clusters
  Score: Raw -1152070.181223 + Penalty 2961.206178 = -1149108.975045
  nChanged 263
		SP:Iteration 13Q (32747.400000 sec): 3 clusters
  Score: Raw -1152222.997653 + Penalty 2961.206178 = -1149261.791475
  nChanged 224
		SP:Iteration 14Q (32747.550000 sec): 3 clusters
  Score: Raw -1152364.634300 + Penalty 2961.206178 = -1149403.428122
  nChanged 194
		SP:Iteration 15Q (32747.690000 sec): 3 clusters
  Score: Raw -1152492.241031 + Penalty 2961.206178 = -1149531.034853
  nChanged 175
		SP:Iteration 16Q (32747.830000 sec): 3 clusters
  Score: Raw -1152619.798370 + Penalty 2961.206178 = -1149658.592192
  nChanged 160
		SP:Iteration 17Q (32747.970000 sec): 3 clusters
  Score: Raw -1152747.288362 + Penalty 2961.206178 = -1149786.082184
  nChanged 130
		SP:Iteration 18Q (32748.110000 sec): 3 clusters
  Score: Raw -1152843.426551 + Penalty 2961.206178 = -1149882.220373
  nChanged 95
		SP:Iteration 19Q (32748.240000 sec): 3 clusters
  Score: Raw -1152914.543738 + Penalty 2961.206178 = -1149953.337561
  nChanged 70
		SP:Iteration 20F (32748.390000 sec): 3 clusters
  Score: Raw -1152967.365794 + Penalty 2961.206178 = -1150006.159617
  nChanged 55
		SP:Iteration 21Q (32748.560000 sec): 3 clusters
  Score: Raw -1153011.520674 + Penalty 2961.206178 = -1150050.314496
  nChanged 38
		SP:Iteration 22Q (32748.700000 sec): 3 clusters
  Score: Raw -1153040.590783 + Penalty 2961.206178 = -1150079.384606
  nChanged 33
		SP:Iteration 23Q (32748.830000 sec): 3 clusters
  Score: Raw -1153064.979595 + Penalty 2961.206178 = -1150103.773417
  nChanged 32
		SP:Iteration 24Q (32748.950000 sec): 3 clusters
  Score: Raw -1153087.513740 + Penalty 2961.206178 = -1150126.307563
  nChanged 20
		SP:Iteration 25Q (32749.080000 sec): 3 clusters
  Score: Raw -1153102.273705 + Penalty 2961.206178 = -1150141.067528
  nChanged 11
		SP:Iteration 26Q (32749.210000 sec): 3 clusters
  Score: Raw -1153111.903218 + Penalty 2961.206178 = -1150150.697041
  nChanged 12
		SP:Iteration 27Q (32749.350000 sec): 3 clusters
  Score: Raw -1153121.815352 + Penalty 2961.206178 = -1150160.609174
  nChanged 11
		SP:Iteration 28Q (32749.480000 sec): 3 clusters
  Score: Raw -1153129.568398 + Penalty 2961.206178 = -1150168.362221
  nChanged 8
		SP:Iteration 29Q (32749.620000 sec): 3 clusters
  Score: Raw -1153137.899766 + Penalty 2961.206178 = -1150176.693588
  nChanged 8
		SP:Iteration 30Q (32749.750000 sec): 3 clusters
  Score: Raw -1153145.489260 + Penalty 2961.206178 = -1150184.283082
  nChanged 7
		SP:Iteration 31Q (32749.880000 sec): 3 clusters
  Score: Raw -1153151.066200 + Penalty 2961.206178 = -1150189.860023
  nChanged 7
		SP:Iteration 32Q (32750.010000 sec): 3 clusters
  Score: Raw -1153157.711782 + Penalty 2961.206178 = -1150196.505605
  nChanged 10
		SP:Iteration 33Q (32750.150000 sec): 3 clusters
  Score: Raw -1153165.943199 + Penalty 2961.206178 = -1150204.737021
  nChanged 5
		SP:Iteration 34Q (32750.300000 sec): 3 clusters
  Score: Raw -1153169.727673 + Penalty 2961.206178 = -1150208.521495
  nChanged 6
		SP:Iteration 35Q (32750.450000 sec): 3 clusters
  Score: Raw -1153174.130751 + Penalty 2961.206178 = -1150212.924573
  nChanged 1
		SP:Iteration 36Q (32750.590000 sec): 3 clusters
  Score: Raw -1153175.051354 + Penalty 2961.206178 = -1150213.845176
  nChanged 1
		SP:Iteration 37Q (32750.730000 sec): 3 clusters
  Score: Raw -1153175.656055 + Penalty 2961.206178 = -1150214.449877
  nChanged 0
		SP:Iteration 38F (32750.870000 sec): 3 clusters
  Score: Raw -1153175.656055 + Penalty 2961.206178 = -1150214.449877
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 59 (4713 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32750.960000 sec): 2 clusters
  Score: Raw -529039.078945 + Penalty 1374.437988 = -527664.640957
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32751.080000 sec): 3 clusters
  Score: Raw -526653.441216 + Penalty 2748.875976 = -523904.565240
  nChanged 1925
		SP:Iteration 1F (32751.150000 sec): 3 clusters
  Score: Raw -527957.764432 + Penalty 2748.875976 = -525208.888456
  nChanged 429
		SP:Iteration 2F (32751.240000 sec): 3 clusters
  Score: Raw -528319.378994 + Penalty 2748.875976 = -525570.503017
  nChanged 337
		SP:Iteration 3F (32751.320000 sec): 3 clusters
  Score: Raw -528586.273077 + Penalty 2748.875976 = -525837.397101
  nChanged 258
		SP:Iteration 4F (32751.410000 sec): 3 clusters
  Score: Raw -528789.324470 + Penalty 2748.875976 = -526040.448494
  nChanged 237
		SP:Iteration 5F (32751.490000 sec): 3 clusters
  Score: Raw -528984.519407 + Penalty 2748.875976 = -526235.643431
  nChanged 212
		SP:Iteration 6Q (32751.580000 sec): 3 clusters
  Score: Raw -529152.369971 + Penalty 2748.875976 = -526403.493995
  nChanged 176
		SP:Iteration 7Q (32751.660000 sec): 3 clusters
  Score: Raw -529275.165151 + Penalty 2748.875976 = -526526.289175
  nChanged 123
		SP:Iteration 8Q (32751.740000 sec): 3 clusters
  Score: Raw -529334.958124 + Penalty 2748.875976 = -526586.082148
  nChanged 93
		SP:Iteration 9Q (32751.830000 sec): 3 clusters
  Score: Raw -529375.481560 + Penalty 2748.875976 = -526626.605584
  nChanged 68
		SP:Iteration 10Q (32751.910000 sec): 3 clusters
  Score: Raw -529411.353400 + Penalty 2748.875976 = -526662.477424
  nChanged 79
		SP:Iteration 11Q (32751.990000 sec): 3 clusters
  Score: Raw -529451.867927 + Penalty 2748.875976 = -526702.991951
  nChanged 67
		SP:Iteration 12Q (32752.070000 sec): 3 clusters
  Score: Raw -529478.058744 + Penalty 2748.875976 = -526729.182767
  nChanged 48
		SP:Iteration 13Q (32752.160000 sec): 3 clusters
  Score: Raw -529498.774893 + Penalty 2748.875976 = -526749.898917
  nChanged 49
		SP:Iteration 14Q (32752.250000 sec): 3 clusters
  Score: Raw -529518.505291 + Penalty 2748.875976 = -526769.629315
  nChanged 37
		SP:Iteration 15Q (32752.330000 sec): 3 clusters
  Score: Raw -529532.411998 + Penalty 2748.875976 = -526783.536021
  nChanged 24
		SP:Iteration 16Q (32752.410000 sec): 3 clusters
  Score: Raw -529539.835407 + Penalty 2748.875976 = -526790.959430
  nChanged 21
		SP:Iteration 17Q (32752.490000 sec): 3 clusters
  Score: Raw -529544.654528 + Penalty 2748.875976 = -526795.778552
  nChanged 18
		SP:Iteration 18Q (32752.580000 sec): 3 clusters
  Score: Raw -529551.380922 + Penalty 2748.875976 = -526802.504946
  nChanged 15
		SP:Iteration 19Q (32752.660000 sec): 3 clusters
  Score: Raw -529555.901521 + Penalty 2748.875976 = -526807.025545
  nChanged 17
		SP:Iteration 20F (32752.740000 sec): 3 clusters
  Score: Raw -529561.831500 + Penalty 2748.875976 = -526812.955524
  nChanged 19
		SP:Iteration 21Q (32752.820000 sec): 3 clusters
  Score: Raw -529568.558333 + Penalty 2748.875976 = -526819.682357
  nChanged 22
		SP:Iteration 22Q (32752.910000 sec): 3 clusters
  Score: Raw -529575.527352 + Penalty 2748.875976 = -526826.651376
  nChanged 19
		SP:Iteration 23Q (32752.990000 sec): 3 clusters
  Score: Raw -529581.565797 + Penalty 2748.875976 = -526832.689821
  nChanged 22
		SP:Iteration 24Q (32753.080000 sec): 3 clusters
  Score: Raw -529589.872900 + Penalty 2748.875976 = -526840.996924
  nChanged 31
		SP:Iteration 25Q (32753.160000 sec): 3 clusters
  Score: Raw -529602.040015 + Penalty 2748.875976 = -526853.164038
  nChanged 30
		SP:Iteration 26Q (32753.240000 sec): 3 clusters
  Score: Raw -529618.155395 + Penalty 2748.875976 = -526869.279419
  nChanged 44
		SP:Iteration 27Q (32753.320000 sec): 3 clusters
  Score: Raw -529641.753923 + Penalty 2748.875976 = -526892.877947
  nChanged 37
		SP:Iteration 28Q (32753.400000 sec): 3 clusters
  Score: Raw -529668.156989 + Penalty 2748.875976 = -526919.281013
  nChanged 54
		SP:Iteration 29Q (32753.480000 sec): 3 clusters
  Score: Raw -529707.740904 + Penalty 2748.875976 = -526958.864927
  nChanged 61
		SP:Iteration 30Q (32753.570000 sec): 3 clusters
  Score: Raw -529782.697651 + Penalty 2748.875976 = -527033.821674
  nChanged 70
		SP:Iteration 31Q (32753.650000 sec): 3 clusters
  Score: Raw -529866.450231 + Penalty 2748.875976 = -527117.574255
  nChanged 74
		SP:Iteration 32Q (32753.730000 sec): 3 clusters
  Score: Raw -529919.622338 + Penalty 2748.875976 = -527170.746362
  nChanged 58
		SP:Iteration 33Q (32753.810000 sec): 3 clusters
  Score: Raw -529962.345133 + Penalty 2748.875976 = -527213.469157
  nChanged 60
		SP:Iteration 34Q (32753.890000 sec): 3 clusters
  Score: Raw -530004.795261 + Penalty 2748.875976 = -527255.919285
  nChanged 57
		SP:Iteration 35Q (32753.980000 sec): 3 clusters
  Score: Raw -530046.763122 + Penalty 2748.875976 = -527297.887145
  nChanged 50
		SP:Iteration 36Q (32754.060000 sec): 3 clusters
  Score: Raw -530086.476469 + Penalty 2748.875976 = -527337.600492
  nChanged 38
		SP:Iteration 37Q (32754.140000 sec): 3 clusters
  Score: Raw -530106.437385 + Penalty 2748.875976 = -527357.561409
  nChanged 30
		SP:Iteration 38Q (32754.220000 sec): 3 clusters
  Score: Raw -530122.031755 + Penalty 2748.875976 = -527373.155779
  nChanged 26
		SP:Iteration 39Q (32754.300000 sec): 3 clusters
  Score: Raw -530137.563466 + Penalty 2748.875976 = -527388.687490
  nChanged 20
		SP:Iteration 40F (32754.380000 sec): 3 clusters
  Score: Raw -530144.813212 + Penalty 2748.875976 = -527395.937236
  nChanged 17
		SP:Iteration 41Q (32754.460000 sec): 3 clusters
  Score: Raw -530152.403974 + Penalty 2748.875976 = -527403.527998
  nChanged 18
		SP:Iteration 42Q (32754.540000 sec): 3 clusters
  Score: Raw -530159.775981 + Penalty 2748.875976 = -527410.900004
  nChanged 17
		SP:Iteration 43Q (32754.620000 sec): 3 clusters
  Score: Raw -530166.509142 + Penalty 2748.875976 = -527417.633166
  nChanged 12
		SP:Iteration 44Q (32754.710000 sec): 3 clusters
  Score: Raw -530170.978625 + Penalty 2748.875976 = -527422.102648
  nChanged 8
		SP:Iteration 45Q (32754.790000 sec): 3 clusters
  Score: Raw -530173.421139 + Penalty 2748.875976 = -527424.545162
  nChanged 5
		SP:Iteration 46Q (32754.870000 sec): 3 clusters
  Score: Raw -530175.258215 + Penalty 2748.875976 = -527426.382239
  nChanged 8
		SP:Iteration 47Q (32754.950000 sec): 3 clusters
  Score: Raw -530178.323341 + Penalty 2748.875976 = -527429.447365
  nChanged 6
		SP:Iteration 48Q (32755.030000 sec): 3 clusters
  Score: Raw -530180.668855 + Penalty 2748.875976 = -527431.792878
  nChanged 4
		SP:Iteration 49Q (32755.110000 sec): 3 clusters
  Score: Raw -530181.363693 + Penalty 2748.875976 = -527432.487717
  nChanged 3
		SP:Iteration 50Q (32755.190000 sec): 3 clusters
  Score: Raw -530181.954155 + Penalty 2748.875976 = -527433.078179
  nChanged 0
		SP:Iteration 51F (32755.280000 sec): 3 clusters
  Score: Raw -530181.954155 + Penalty 2748.875976 = -527433.078179
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 60 (611 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32755.340000 sec): 2 clusters
  Score: Raw -70162.801594 + Penalty 1042.453256 = -69120.348338
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32755.350000 sec): 3 clusters
  Score: Raw -70046.965431 + Penalty 2084.906512 = -67962.058919
  nChanged 163
		SP:Iteration 1F (32755.360000 sec): 3 clusters
  Score: Raw -70252.678968 + Penalty 2084.906512 = -68167.772456
  nChanged 52
		SP:Iteration 2F (32755.370000 sec): 3 clusters
  Score: Raw -70362.580062 + Penalty 2084.906512 = -68277.673550
  nChanged 33
		SP:Iteration 3F (32755.380000 sec): 3 clusters
  Score: Raw -70417.262966 + Penalty 2084.906512 = -68332.356454
  nChanged 19
		SP:Iteration 4Q (32755.400000 sec): 3 clusters
  Score: Raw -70453.461048 + Penalty 2084.906512 = -68368.554537
  nChanged 14
		SP:Iteration 5Q (32755.410000 sec): 3 clusters
  Score: Raw -70476.974968 + Penalty 2084.906512 = -68392.068456
  nChanged 9
		SP:Iteration 6Q (32755.420000 sec): 3 clusters
  Score: Raw -70494.491020 + Penalty 2084.906512 = -68409.584509
  nChanged 5
		SP:Iteration 7Q (32755.430000 sec): 3 clusters
  Score: Raw -70504.419714 + Penalty 2084.906512 = -68419.513203
  nChanged 5
		SP:Iteration 8Q (32755.440000 sec): 3 clusters
  Score: Raw -70516.227536 + Penalty 2084.906512 = -68431.321024
  nChanged 6
		SP:Iteration 9Q (32755.460000 sec): 3 clusters
  Score: Raw -70532.268132 + Penalty 2084.906512 = -68447.361620
  nChanged 8
		SP:Iteration 10Q (32755.470000 sec): 3 clusters
  Score: Raw -70548.669205 + Penalty 2084.906512 = -68463.762693
  nChanged 6
		SP:Iteration 11Q (32755.480000 sec): 3 clusters
  Score: Raw -70556.474828 + Penalty 2084.906512 = -68471.568316
  nChanged 9
		SP:Iteration 12Q (32755.490000 sec): 3 clusters
  Score: Raw -70569.298142 + Penalty 2084.906512 = -68484.391630
  nChanged 7
		SP:Iteration 13Q (32755.500000 sec): 3 clusters
  Score: Raw -70578.197558 + Penalty 2084.906512 = -68493.291046
  nChanged 3
		SP:Iteration 14Q (32755.520000 sec): 3 clusters
  Score: Raw -70579.811591 + Penalty 2084.906512 = -68494.905079
  nChanged 2
		SP:Iteration 15Q (32755.530000 sec): 3 clusters
  Score: Raw -70581.223071 + Penalty 2084.906512 = -68496.316559
  nChanged 1
		SP:Iteration 16Q (32755.540000 sec): 3 clusters
  Score: Raw -70581.773771 + Penalty 2084.906512 = -68496.867259
  nChanged 0
		SP:Iteration 17F (32755.560000 sec): 3 clusters
  Score: Raw -70581.773771 + Penalty 2084.906512 = -68496.867259
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 61 (6270 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32755.650000 sec): 2 clusters
  Score: Raw -741433.095225 + Penalty 1420.823890 = -740012.271334
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32755.780000 sec): 3 clusters
  Score: Raw -738082.061242 + Penalty 2841.647781 = -735240.413462
  nChanged 2572
		SP:Iteration 1F (32755.900000 sec): 3 clusters
  Score: Raw -739522.411234 + Penalty 2841.647781 = -736680.763453
  nChanged 483
		SP:Iteration 2F (32756.000000 sec): 3 clusters
  Score: Raw -739813.932645 + Penalty 2841.647781 = -736972.284864
  nChanged 421
		SP:Iteration 3F (32756.110000 sec): 3 clusters
  Score: Raw -740093.051438 + Penalty 2841.647781 = -737251.403657
  nChanged 374
		SP:Iteration 4F (32756.220000 sec): 3 clusters
  Score: Raw -740362.654654 + Penalty 2841.647781 = -737521.006873
  nChanged 400
		SP:Iteration 5F (32756.330000 sec): 3 clusters
  Score: Raw -740672.307098 + Penalty 2841.647781 = -737830.659317
  nChanged 380
		SP:Iteration 6F (32756.430000 sec): 3 clusters
  Score: Raw -740961.070980 + Penalty 2841.647781 = -738119.423199
  nChanged 335
		SP:Iteration 7F (32756.540000 sec): 3 clusters
  Score: Raw -741196.011293 + Penalty 2841.647781 = -738354.363512
  nChanged 277
		SP:Iteration 8Q (32756.640000 sec): 3 clusters
  Score: Raw -741374.981238 + Penalty 2841.647781 = -738533.333457
  nChanged 234
		SP:Iteration 9Q (32756.750000 sec): 3 clusters
  Score: Raw -741519.250352 + Penalty 2841.647781 = -738677.602571
  nChanged 199
		SP:Iteration 10Q (32756.860000 sec): 3 clusters
  Score: Raw -741626.637193 + Penalty 2841.647781 = -738784.989412
  nChanged 146
		SP:Iteration 11Q (32756.970000 sec): 3 clusters
  Score: Raw -741690.181288 + Penalty 2841.647781 = -738848.533507
  nChanged 121
		SP:Iteration 12Q (32757.080000 sec): 3 clusters
  Score: Raw -741741.072910 + Penalty 2841.647781 = -738899.425129
  nChanged 105
		SP:Iteration 13Q (32757.180000 sec): 3 clusters
  Score: Raw -741785.762504 + Penalty 2841.647781 = -738944.114723
  nChanged 105
		SP:Iteration 14Q (32757.280000 sec): 3 clusters
  Score: Raw -741826.841692 + Penalty 2841.647781 = -738985.193911
  nChanged 69
		SP:Iteration 15Q (32757.390000 sec): 3 clusters
  Score: Raw -741853.077075 + Penalty 2841.647781 = -739011.429294
  nChanged 65
		SP:Iteration 16Q (32757.500000 sec): 3 clusters
  Score: Raw -741873.881702 + Penalty 2841.647781 = -739032.233921
  nChanged 44
		SP:Iteration 17Q (32757.610000 sec): 3 clusters
  Score: Raw -741885.832500 + Penalty 2841.647781 = -739044.184719
  nChanged 34
		SP:Iteration 18Q (32757.710000 sec): 3 clusters
  Score: Raw -741895.248679 + Penalty 2841.647781 = -739053.600898
  nChanged 23
		SP:Iteration 19Q (32757.820000 sec): 3 clusters
  Score: Raw -741901.903975 + Penalty 2841.647781 = -739060.256194
  nChanged 27
		SP:Iteration 20F (32757.920000 sec): 3 clusters
  Score: Raw -741910.306384 + Penalty 2841.647781 = -739068.658603
  nChanged 26
		SP:Iteration 21Q (32758.030000 sec): 3 clusters
  Score: Raw -741918.468791 + Penalty 2841.647781 = -739076.821010
  nChanged 21
		SP:Iteration 22Q (32758.140000 sec): 3 clusters
  Score: Raw -741925.053656 + Penalty 2841.647781 = -739083.405875
  nChanged 13
		SP:Iteration 23Q (32758.250000 sec): 3 clusters
  Score: Raw -741928.551770 + Penalty 2841.647781 = -739086.903989
  nChanged 14
		SP:Iteration 24Q (32758.360000 sec): 3 clusters
  Score: Raw -741932.423117 + Penalty 2841.647781 = -739090.775336
  nChanged 14
		SP:Iteration 25Q (32758.460000 sec): 3 clusters
  Score: Raw -741935.640892 + Penalty 2841.647781 = -739093.993111
  nChanged 11
		SP:Iteration 26Q (32758.560000 sec): 3 clusters
  Score: Raw -741938.431212 + Penalty 2841.647781 = -739096.783431
  nChanged 13
		SP:Iteration 27Q (32758.670000 sec): 3 clusters
  Score: Raw -741941.210269 + Penalty 2841.647781 = -739099.562488
  nChanged 10
		SP:Iteration 28Q (32758.780000 sec): 3 clusters
  Score: Raw -741942.887185 + Penalty 2841.647781 = -739101.239404
  nChanged 6
		SP:Iteration 29Q (32758.890000 sec): 3 clusters
  Score: Raw -741944.113687 + Penalty 2841.647781 = -739102.465906
  nChanged 2
		SP:Iteration 30Q (32758.990000 sec): 3 clusters
  Score: Raw -741944.779785 + Penalty 2841.647781 = -739103.132005
  nChanged 1
		SP:Iteration 31Q (32759.100000 sec): 3 clusters
  Score: Raw -741945.043985 + Penalty 2841.647781 = -739103.396204
  nChanged 3
		SP:Iteration 32Q (32759.210000 sec): 3 clusters
  Score: Raw -741945.506419 + Penalty 2841.647781 = -739103.858638
  nChanged 1
		SP:Iteration 33Q (32759.320000 sec): 3 clusters
  Score: Raw -741945.855361 + Penalty 2841.647781 = -739104.207580
  nChanged 0
		SP:Iteration 34F (32759.430000 sec): 3 clusters
  Score: Raw -741945.855361 + Penalty 2841.647781 = -739104.207580
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 62 (5193 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32759.510000 sec): 2 clusters
  Score: Raw -617502.556212 + Penalty 1390.198362 = -616112.357850
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32759.610000 sec): 3 clusters
  Score: Raw -614761.390849 + Penalty 2780.396724 = -611980.994125
  nChanged 2121
		SP:Iteration 1F (32759.700000 sec): 3 clusters
  Score: Raw -615926.395304 + Penalty 2780.396724 = -613145.998580
  nChanged 376
		SP:Iteration 2F (32759.790000 sec): 3 clusters
  Score: Raw -616121.146052 + Penalty 2780.396724 = -613340.749328
  nChanged 279
		SP:Iteration 3F (32759.890000 sec): 3 clusters
  Score: Raw -616286.730762 + Penalty 2780.396724 = -613506.334038
  nChanged 251
		SP:Iteration 4Q (32759.980000 sec): 3 clusters
  Score: Raw -616442.347398 + Penalty 2780.396724 = -613661.950674
  nChanged 250
		SP:Iteration 5Q (32760.070000 sec): 3 clusters
  Score: Raw -616597.614434 + Penalty 2780.396724 = -613817.217710
  nChanged 224
		SP:Iteration 6Q (32760.160000 sec): 3 clusters
  Score: Raw -616740.031274 + Penalty 2780.396724 = -613959.634549
  nChanged 226
		SP:Iteration 7Q (32760.250000 sec): 3 clusters
  Score: Raw -616887.534855 + Penalty 2780.396724 = -614107.138131
  nChanged 205
		SP:Iteration 8Q (32760.340000 sec): 3 clusters
  Score: Raw -617034.835733 + Penalty 2780.396724 = -614254.439009
  nChanged 204
		SP:Iteration 9Q (32760.430000 sec): 3 clusters
  Score: Raw -617172.268191 + Penalty 2780.396724 = -614391.871467
  nChanged 193
		SP:Iteration 10Q (32760.520000 sec): 3 clusters
  Score: Raw -617317.643246 + Penalty 2780.396724 = -614537.246522
  nChanged 179
		SP:Iteration 11Q (32760.610000 sec): 3 clusters
  Score: Raw -617434.059810 + Penalty 2780.396724 = -614653.663085
  nChanged 161
		SP:Iteration 12Q (32760.700000 sec): 3 clusters
  Score: Raw -617512.859364 + Penalty 2780.396724 = -614732.462640
  nChanged 107
		SP:Iteration 13Q (32760.790000 sec): 3 clusters
  Score: Raw -617556.616746 + Penalty 2780.396724 = -614776.220022
  nChanged 90
		SP:Iteration 14Q (32760.880000 sec): 3 clusters
  Score: Raw -617589.938842 + Penalty 2780.396724 = -614809.542118
  nChanged 64
		SP:Iteration 15Q (32760.970000 sec): 3 clusters
  Score: Raw -617609.624746 + Penalty 2780.396724 = -614829.228022
  nChanged 53
		SP:Iteration 16Q (32761.060000 sec): 3 clusters
  Score: Raw -617627.454278 + Penalty 2780.396724 = -614847.057554
  nChanged 45
		SP:Iteration 17Q (32761.150000 sec): 3 clusters
  Score: Raw -617646.009745 + Penalty 2780.396724 = -614865.613020
  nChanged 37
		SP:Iteration 18Q (32761.240000 sec): 3 clusters
  Score: Raw -617659.875606 + Penalty 2780.396724 = -614879.478882
  nChanged 31
		SP:Iteration 19Q (32761.320000 sec): 3 clusters
  Score: Raw -617668.567345 + Penalty 2780.396724 = -614888.170621
  nChanged 25
		SP:Iteration 20F (32761.410000 sec): 3 clusters
  Score: Raw -617675.233457 + Penalty 2780.396724 = -614894.836733
  nChanged 21
		SP:Iteration 21Q (32761.500000 sec): 3 clusters
  Score: Raw -617681.423661 + Penalty 2780.396724 = -614901.026937
  nChanged 16
		SP:Iteration 22Q (32761.590000 sec): 3 clusters
  Score: Raw -617685.586486 + Penalty 2780.396724 = -614905.189762
  nChanged 10
		SP:Iteration 23Q (32761.680000 sec): 3 clusters
  Score: Raw -617687.718958 + Penalty 2780.396724 = -614907.322234
  nChanged 13
		SP:Iteration 24Q (32761.770000 sec): 3 clusters
  Score: Raw -617690.966228 + Penalty 2780.396724 = -614910.569504
  nChanged 4
		SP:Iteration 25Q (32761.860000 sec): 3 clusters
  Score: Raw -617691.935948 + Penalty 2780.396724 = -614911.539223
  nChanged 3
		SP:Iteration 26Q (32761.950000 sec): 3 clusters
  Score: Raw -617692.541853 + Penalty 2780.396724 = -614912.145129
  nChanged 1
		SP:Iteration 27Q (32762.040000 sec): 3 clusters
  Score: Raw -617692.663417 + Penalty 2780.396724 = -614912.266693
  nChanged 2
		SP:Iteration 28Q (32762.130000 sec): 3 clusters
  Score: Raw -617693.002832 + Penalty 2780.396724 = -614912.606108
  nChanged 4
		SP:Iteration 29Q (32762.220000 sec): 3 clusters
  Score: Raw -617693.778582 + Penalty 2780.396724 = -614913.381858
  nChanged 4
		SP:Iteration 30Q (32762.310000 sec): 3 clusters
  Score: Raw -617694.388125 + Penalty 2780.396724 = -614913.991401
  nChanged 4
		SP:Iteration 31Q (32762.400000 sec): 3 clusters
  Score: Raw -617695.313337 + Penalty 2780.396724 = -614914.916613
  nChanged 3
		SP:Iteration 32Q (32762.480000 sec): 3 clusters
  Score: Raw -617696.194732 + Penalty 2780.396724 = -614915.798008
  nChanged 6
		SP:Iteration 33Q (32762.570000 sec): 3 clusters
  Score: Raw -617697.385624 + Penalty 2780.396724 = -614916.988900
  nChanged 4
		SP:Iteration 34Q (32762.660000 sec): 3 clusters
  Score: Raw -617699.068600 + Penalty 2780.396724 = -614918.671876
  nChanged 3
		SP:Iteration 35Q (32762.750000 sec): 3 clusters
  Score: Raw -617699.922525 + Penalty 2780.396724 = -614919.525800
  nChanged 5
		SP:Iteration 36Q (32762.840000 sec): 3 clusters
  Score: Raw -617701.138426 + Penalty 2780.396724 = -614920.741702
  nChanged 5
		SP:Iteration 37Q (32762.930000 sec): 3 clusters
  Score: Raw -617701.892651 + Penalty 2780.396724 = -614921.495927
  nChanged 5
		SP:Iteration 38Q (32763.020000 sec): 3 clusters
  Score: Raw -617702.566954 + Penalty 2780.396724 = -614922.170229
  nChanged 4
		SP:Iteration 39Q (32763.110000 sec): 3 clusters
  Score: Raw -617703.272472 + Penalty 2780.396724 = -614922.875747
  nChanged 2
		SP:Iteration 40F (32763.200000 sec): 3 clusters
  Score: Raw -617703.646096 + Penalty 2780.396724 = -614923.249372
  nChanged 2
		SP:Iteration 41Q (32763.290000 sec): 3 clusters
  Score: Raw -617703.901368 + Penalty 2780.396724 = -614923.504644
  nChanged 1
		SP:Iteration 42Q (32763.380000 sec): 3 clusters
  Score: Raw -617703.949838 + Penalty 2780.396724 = -614923.553113
  nChanged 1
		SP:Iteration 43Q (32763.470000 sec): 3 clusters
  Score: Raw -617704.007856 + Penalty 2780.396724 = -614923.611132
  nChanged 0
		SP:Iteration 44F (32763.560000 sec): 3 clusters
  Score: Raw -617704.007856 + Penalty 2780.396724 = -614923.611132
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 63 (21151 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32763.790000 sec): 2 clusters
  Score: Raw -2501874.219519 + Penalty 1618.409401 = -2500255.810118
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32764.080000 sec): 3 clusters
  Score: Raw -2489178.229072 + Penalty 3236.818801 = -2485941.410271
  nChanged 9554
		SP:Iteration 1F (32764.360000 sec): 3 clusters
  Score: Raw -2495052.042106 + Penalty 3236.818801 = -2491815.223305
  nChanged 1651
		SP:Iteration 2F (32764.640000 sec): 3 clusters
  Score: Raw -2496057.377233 + Penalty 3236.818801 = -2492820.558432
  nChanged 1533
		SP:Iteration 3F (32764.920000 sec): 3 clusters
  Score: Raw -2496844.946741 + Penalty 3236.818801 = -2493608.127940
  nChanged 1292
		SP:Iteration 4F (32765.200000 sec): 3 clusters
  Score: Raw -2497502.463728 + Penalty 3236.818801 = -2494265.644927
  nChanged 1124
		SP:Iteration 5F (32765.480000 sec): 3 clusters
  Score: Raw -2498023.994226 + Penalty 3236.818801 = -2494787.175425
  nChanged 921
		SP:Iteration 6Q (32765.750000 sec): 3 clusters
  Score: Raw -2498380.701546 + Penalty 3236.818801 = -2495143.882745
  nChanged 712
		SP:Iteration 7Q (32766.000000 sec): 3 clusters
  Score: Raw -2498623.228779 + Penalty 3236.818801 = -2495386.409978
  nChanged 575
		SP:Iteration 8Q (32766.290000 sec): 3 clusters
  Score: Raw -2498802.557163 + Penalty 3236.818801 = -2495565.738362
  nChanged 493
		SP:Iteration 9Q (32766.540000 sec): 3 clusters
  Score: Raw -2498947.834177 + Penalty 3236.818801 = -2495711.015376
  nChanged 450
		SP:Iteration 10Q (32766.830000 sec): 3 clusters
  Score: Raw -2499090.245776 + Penalty 3236.818801 = -2495853.426975
  nChanged 413
		SP:Iteration 11Q (32767.120000 sec): 3 clusters
  Score: Raw -2499226.370507 + Penalty 3236.818801 = -2495989.551706
  nChanged 400
		SP:Iteration 12Q (32767.400000 sec): 3 clusters
  Score: Raw -2499357.232514 + Penalty 3236.818801 = -2496120.413713
  nChanged 377
		SP:Iteration 13Q (32767.660000 sec): 3 clusters
  Score: Raw -2499459.125864 + Penalty 3236.818801 = -2496222.307063
  nChanged 348
		SP:Iteration 14Q (32767.950000 sec): 3 clusters
  Score: Raw -2499566.202457 + Penalty 3236.818801 = -2496329.383656
  nChanged 322
		SP:Iteration 15Q (32768.220000 sec): 3 clusters
  Score: Raw -2499648.405410 + Penalty 3236.818801 = -2496411.586609
  nChanged 288
		SP:Iteration 16Q (32768.510000 sec): 3 clusters
  Score: Raw -2499726.093830 + Penalty 3236.818801 = -2496489.275029
  nChanged 290
		SP:Iteration 17Q (32768.760000 sec): 3 clusters
  Score: Raw -2499798.815132 + Penalty 3236.818801 = -2496561.996331
  nChanged 262
		SP:Iteration 18Q (32769.040000 sec): 3 clusters
  Score: Raw -2499865.961918 + Penalty 3236.818801 = -2496629.143117
  nChanged 261
		SP:Iteration 19Q (32769.330000 sec): 3 clusters
  Score: Raw -2499932.663459 + Penalty 3236.818801 = -2496695.844658
  nChanged 222
		SP:Iteration 20F (32769.620000 sec): 3 clusters
  Score: Raw -2499986.347724 + Penalty 3236.818801 = -2496749.528923
  nChanged 208
		SP:Iteration 21Q (32769.900000 sec): 3 clusters
  Score: Raw -2500042.387357 + Penalty 3236.818801 = -2496805.568556
  nChanged 237
		SP:Iteration 22Q (32770.150000 sec): 3 clusters
  Score: Raw -2500098.602459 + Penalty 3236.818801 = -2496861.783658
  nChanged 218
		SP:Iteration 23Q (32770.440000 sec): 3 clusters
  Score: Raw -2500145.995481 + Penalty 3236.818801 = -2496909.176680
  nChanged 187
		SP:Iteration 24Q (32770.720000 sec): 3 clusters
  Score: Raw -2500185.336477 + Penalty 3236.818801 = -2496948.517676
  nChanged 186
		SP:Iteration 25Q (32771.000000 sec): 3 clusters
  Score: Raw -2500216.778653 + Penalty 3236.818801 = -2496979.959852
  nChanged 165
		SP:Iteration 26Q (32771.280000 sec): 3 clusters
  Score: Raw -2500246.208272 + Penalty 3236.818801 = -2497009.389471
  nChanged 153
		SP:Iteration 27Q (32771.570000 sec): 3 clusters
  Score: Raw -2500275.263170 + Penalty 3236.818801 = -2497038.444369
  nChanged 155
		SP:Iteration 28Q (32771.840000 sec): 3 clusters
  Score: Raw -2500305.376410 + Penalty 3236.818801 = -2497068.557609
  nChanged 165
		SP:Iteration 29Q (32772.090000 sec): 3 clusters
  Score: Raw -2500340.634463 + Penalty 3236.818801 = -2497103.815662
  nChanged 166
		SP:Iteration 30Q (32772.360000 sec): 3 clusters
  Score: Raw -2500372.311436 + Penalty 3236.818801 = -2497135.492635
  nChanged 164
		SP:Iteration 31Q (32772.640000 sec): 3 clusters
  Score: Raw -2500402.555680 + Penalty 3236.818801 = -2497165.736879
  nChanged 159
		SP:Iteration 32Q (32772.920000 sec): 3 clusters
  Score: Raw -2500433.399450 + Penalty 3236.818801 = -2497196.580649
  nChanged 158
		SP:Iteration 33Q (32773.200000 sec): 3 clusters
  Score: Raw -2500465.091639 + Penalty 3236.818801 = -2497228.272838
  nChanged 163
		SP:Iteration 34Q (32773.480000 sec): 3 clusters
  Score: Raw -2500496.204304 + Penalty 3236.818801 = -2497259.385503
  nChanged 177
		SP:Iteration 35Q (32773.760000 sec): 3 clusters
  Score: Raw -2500528.503843 + Penalty 3236.818801 = -2497291.685042
  nChanged 155
		SP:Iteration 36Q (32774.040000 sec): 3 clusters
  Score: Raw -2500556.205709 + Penalty 3236.818801 = -2497319.386908
  nChanged 162
		SP:Iteration 37Q (32774.320000 sec): 3 clusters
  Score: Raw -2500584.620242 + Penalty 3236.818801 = -2497347.801441
  nChanged 158
		SP:Iteration 38Q (32774.600000 sec): 3 clusters
  Score: Raw -2500613.408099 + Penalty 3236.818801 = -2497376.589298
  nChanged 153
		SP:Iteration 39Q (32774.890000 sec): 3 clusters
  Score: Raw -2500640.420372 + Penalty 3236.818801 = -2497403.601571
  nChanged 151
		SP:Iteration 40F (32775.180000 sec): 3 clusters
  Score: Raw -2500667.709584 + Penalty 3236.818801 = -2497430.890783
  nChanged 160
		SP:Iteration 41Q (32775.420000 sec): 3 clusters
  Score: Raw -2500694.548465 + Penalty 3236.818801 = -2497457.729664
  nChanged 153
		SP:Iteration 42Q (32775.690000 sec): 3 clusters
  Score: Raw -2500720.609204 + Penalty 3236.818801 = -2497483.790403
  nChanged 131
		SP:Iteration 43Q (32775.970000 sec): 3 clusters
  Score: Raw -2500744.018334 + Penalty 3236.818801 = -2497507.199533
  nChanged 159
		SP:Iteration 44Q (32776.250000 sec): 3 clusters
  Score: Raw -2500777.300352 + Penalty 3236.818801 = -2497540.481551
  nChanged 187
		SP:Iteration 45Q (32776.520000 sec): 3 clusters
  Score: Raw -2500821.593417 + Penalty 3236.818801 = -2497584.774616
  nChanged 207
		SP:Iteration 46Q (32776.800000 sec): 3 clusters
  Score: Raw -2500880.163518 + Penalty 3236.818801 = -2497643.344717
  nChanged 229
		SP:Iteration 47Q (32777.080000 sec): 3 clusters
  Score: Raw -2500944.847747 + Penalty 3236.818801 = -2497708.028946
  nChanged 240
		SP:Iteration 48Q (32777.360000 sec): 3 clusters
  Score: Raw -2501011.588367 + Penalty 3236.818801 = -2497774.769566
  nChanged 244
		SP:Iteration 49Q (32777.640000 sec): 3 clusters
  Score: Raw -2501091.477461 + Penalty 3236.818801 = -2497854.658660
  nChanged 289
		SP:Iteration 50Q (32777.920000 sec): 3 clusters
  Score: Raw -2501201.530636 + Penalty 3236.818801 = -2497964.711835
  nChanged 314
		SP:Iteration 51Q (32778.190000 sec): 3 clusters
  Score: Raw -2501326.327082 + Penalty 3236.818801 = -2498089.508281
  nChanged 313
		SP:Iteration 52Q (32778.470000 sec): 3 clusters
  Score: Raw -2501462.329807 + Penalty 3236.818801 = -2498225.511006
  nChanged 319
		SP:Iteration 53Q (32778.740000 sec): 3 clusters
  Score: Raw -2501617.543464 + Penalty 3236.818801 = -2498380.724663
  nChanged 327
		SP:Iteration 54Q (32779.020000 sec): 3 clusters
  Score: Raw -2501778.315046 + Penalty 3236.818801 = -2498541.496245
  nChanged 346
		SP:Iteration 55Q (32779.260000 sec): 3 clusters
  Score: Raw -2501957.993102 + Penalty 3236.818801 = -2498721.174301
  nChanged 347
		SP:Iteration 56Q (32779.500000 sec): 3 clusters
  Score: Raw -2502148.135810 + Penalty 3236.818801 = -2498911.317009
  nChanged 278
		SP:Iteration 57Q (32779.740000 sec): 3 clusters
  Score: Raw -2502317.001732 + Penalty 3236.818801 = -2499080.182931
  nChanged 243
		SP:Iteration 58Q (32780.000000 sec): 3 clusters
  Score: Raw -2502484.099331 + Penalty 3236.818801 = -2499247.280529
  nChanged 203
		SP:Iteration 59Q (32780.230000 sec): 3 clusters
  Score: Raw -2502625.441964 + Penalty 3236.818801 = -2499388.623163
  nChanged 145
		SP:Iteration 60F (32780.510000 sec): 3 clusters
  Score: Raw -2502717.462731 + Penalty 3236.818801 = -2499480.643930
  nChanged 104
		SP:Iteration 61Q (32780.770000 sec): 3 clusters
  Score: Raw -2502771.201269 + Penalty 3236.818801 = -2499534.382468
  nChanged 95
		SP:Iteration 62Q (32781.020000 sec): 3 clusters
  Score: Raw -2502821.580425 + Penalty 3236.818801 = -2499584.761624
  nChanged 70
		SP:Iteration 63Q (32781.260000 sec): 3 clusters
  Score: Raw -2502852.540822 + Penalty 3236.818801 = -2499615.722021
  nChanged 50
		SP:Iteration 64Q (32781.520000 sec): 3 clusters
  Score: Raw -2502874.169602 + Penalty 3236.818801 = -2499637.350801
  nChanged 45
		SP:Iteration 65Q (32781.750000 sec): 3 clusters
  Score: Raw -2502896.977644 + Penalty 3236.818801 = -2499660.158843
  nChanged 37
		SP:Iteration 66Q (32782.010000 sec): 3 clusters
  Score: Raw -2502916.177304 + Penalty 3236.818801 = -2499679.358503
  nChanged 31
		SP:Iteration 67Q (32782.270000 sec): 3 clusters
  Score: Raw -2502933.655868 + Penalty 3236.818801 = -2499696.837067
  nChanged 30
		SP:Iteration 68Q (32782.540000 sec): 3 clusters
  Score: Raw -2502948.120458 + Penalty 3236.818801 = -2499711.301657
  nChanged 34
		SP:Iteration 69Q (32782.810000 sec): 3 clusters
  Score: Raw -2502961.305287 + Penalty 3236.818801 = -2499724.486486
  nChanged 19
		SP:Iteration 70Q (32783.070000 sec): 3 clusters
  Score: Raw -2502967.930200 + Penalty 3236.818801 = -2499731.111399
  nChanged 14
		SP:Iteration 71Q (32783.340000 sec): 3 clusters
  Score: Raw -2502974.579369 + Penalty 3236.818801 = -2499737.760568
  nChanged 19
		SP:Iteration 72Q (32783.610000 sec): 3 clusters
  Score: Raw -2502982.777759 + Penalty 3236.818801 = -2499745.958958
  nChanged 15
		SP:Iteration 73Q (32783.840000 sec): 3 clusters
  Score: Raw -2502987.909603 + Penalty 3236.818801 = -2499751.090802
  nChanged 9
		SP:Iteration 74Q (32784.100000 sec): 3 clusters
  Score: Raw -2502992.429895 + Penalty 3236.818801 = -2499755.611094
  nChanged 6
		SP:Iteration 75Q (32784.360000 sec): 3 clusters
  Score: Raw -2502994.974172 + Penalty 3236.818801 = -2499758.155371
  nChanged 7
		SP:Iteration 76Q (32784.590000 sec): 3 clusters
  Score: Raw -2502997.469105 + Penalty 3236.818801 = -2499760.650304
  nChanged 4
		SP:Iteration 77Q (32784.860000 sec): 3 clusters
  Score: Raw -2502998.673910 + Penalty 3236.818801 = -2499761.855109
  nChanged 2
		SP:Iteration 78Q (32785.080000 sec): 3 clusters
  Score: Raw -2502999.227838 + Penalty 3236.818801 = -2499762.409037
  nChanged 0
		SP:Iteration 79F (32785.360000 sec): 3 clusters
  Score: Raw -2502999.227838 + Penalty 3236.818801 = -2499762.409037
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 64 (708 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32785.420000 sec): 2 clusters
  Score: Raw -82979.076997 + Penalty 1066.397165 = -81912.679832
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32785.440000 sec): 3 clusters
  Score: Raw -82803.250295 + Penalty 2132.794330 = -80670.455965
  nChanged 179
		SP:Iteration 1F (32785.460000 sec): 3 clusters
  Score: Raw -82990.958703 + Penalty 2132.794330 = -80858.164372
  nChanged 46
		SP:Iteration 2F (32785.470000 sec): 3 clusters
  Score: Raw -83061.351503 + Penalty 2132.794330 = -80928.557172
  nChanged 28
		SP:Iteration 3Q (32785.490000 sec): 3 clusters
  Score: Raw -83099.652778 + Penalty 2132.794330 = -80966.858447
  nChanged 17
		SP:Iteration 4Q (32785.510000 sec): 3 clusters
  Score: Raw -83117.252590 + Penalty 2132.794330 = -80984.458259
  nChanged 8
		SP:Iteration 5Q (32785.530000 sec): 3 clusters
  Score: Raw -83125.229238 + Penalty 2132.794330 = -80992.434907
  nChanged 3
		SP:Iteration 6Q (32785.540000 sec): 3 clusters
  Score: Raw -83128.234238 + Penalty 2132.794330 = -80995.439908
  nChanged 4
		SP:Iteration 7Q (32785.560000 sec): 3 clusters
  Score: Raw -83134.134189 + Penalty 2132.794330 = -81001.339858
  nChanged 3
		SP:Iteration 8Q (32785.580000 sec): 3 clusters
  Score: Raw -83140.200830 + Penalty 2132.794330 = -81007.406499
  nChanged 2
		SP:Iteration 9Q (32785.590000 sec): 3 clusters
  Score: Raw -83143.496886 + Penalty 2132.794330 = -81010.702555
  nChanged 3
		SP:Iteration 10Q (32785.600000 sec): 3 clusters
  Score: Raw -83146.980220 + Penalty 2132.794330 = -81014.185890
  nChanged 4
		SP:Iteration 11Q (32785.620000 sec): 3 clusters
  Score: Raw -83150.605704 + Penalty 2132.794330 = -81017.811373
  nChanged 2
		SP:Iteration 12Q (32785.630000 sec): 3 clusters
  Score: Raw -83154.508997 + Penalty 2132.794330 = -81021.714666
  nChanged 4
		SP:Iteration 13Q (32785.650000 sec): 3 clusters
  Score: Raw -83158.352473 + Penalty 2132.794330 = -81025.558142
  nChanged 0
		SP:Iteration 14F (32785.660000 sec): 3 clusters
  Score: Raw -83158.352473 + Penalty 2132.794330 = -81025.558142
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 65 (8237 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32785.770000 sec): 2 clusters
  Score: Raw -976505.564464 + Penalty 1465.163615 = -975040.400848
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32785.940000 sec): 3 clusters
  Score: Raw -971991.696569 + Penalty 2930.327231 = -969061.369339
  nChanged 3473
		SP:Iteration 1F (32786.060000 sec): 3 clusters
  Score: Raw -974110.396610 + Penalty 2930.327231 = -971180.069379
  nChanged 666
		SP:Iteration 2F (32786.190000 sec): 3 clusters
  Score: Raw -974551.476455 + Penalty 2930.327231 = -971621.149224
  nChanged 568
		SP:Iteration 3F (32786.320000 sec): 3 clusters
  Score: Raw -974942.165420 + Penalty 2930.327231 = -972011.838189
  nChanged 522
		SP:Iteration 4F (32786.450000 sec): 3 clusters
  Score: Raw -975313.019541 + Penalty 2930.327231 = -972382.692310
  nChanged 464
		SP:Iteration 5F (32786.580000 sec): 3 clusters
  Score: Raw -975633.729431 + Penalty 2930.327231 = -972703.402200
  nChanged 394
		SP:Iteration 6Q (32786.710000 sec): 3 clusters
  Score: Raw -975911.611761 + Penalty 2930.327231 = -972981.284530
  nChanged 324
		SP:Iteration 7Q (32786.840000 sec): 3 clusters
  Score: Raw -976134.646211 + Penalty 2930.327231 = -973204.318980
  nChanged 260
		SP:Iteration 8Q (32786.960000 sec): 3 clusters
  Score: Raw -976311.014706 + Penalty 2930.327231 = -973380.687475
  nChanged 226
		SP:Iteration 9Q (32787.090000 sec): 3 clusters
  Score: Raw -976455.193445 + Penalty 2930.327231 = -973524.866214
  nChanged 198
		SP:Iteration 10Q (32787.210000 sec): 3 clusters
  Score: Raw -976593.051890 + Penalty 2930.327231 = -973662.724660
  nChanged 175
		SP:Iteration 11Q (32787.320000 sec): 3 clusters
  Score: Raw -976701.395479 + Penalty 2930.327231 = -973771.068248
  nChanged 155
		SP:Iteration 12Q (32787.550000 sec): 3 clusters
  Score: Raw -976801.598713 + Penalty 2930.327231 = -973871.271482
  nChanged 118
		SP:Iteration 13Q (32787.710000 sec): 3 clusters
  Score: Raw -976867.910562 + Penalty 2930.327231 = -973937.583332
  nChanged 102
		SP:Iteration 14Q (32787.830000 sec): 3 clusters
  Score: Raw -976917.797065 + Penalty 2930.327231 = -973987.469834
  nChanged 75
		SP:Iteration 15Q (32787.950000 sec): 3 clusters
  Score: Raw -976954.220891 + Penalty 2930.327231 = -974023.893660
  nChanged 62
		SP:Iteration 16Q (32788.070000 sec): 3 clusters
  Score: Raw -976987.272930 + Penalty 2930.327231 = -974056.945700
  nChanged 56
		SP:Iteration 17Q (32788.200000 sec): 3 clusters
  Score: Raw -977012.252065 + Penalty 2930.327231 = -974081.924835
  nChanged 41
		SP:Iteration 18Q (32788.320000 sec): 3 clusters
  Score: Raw -977028.813907 + Penalty 2930.327231 = -974098.486676
  nChanged 35
		SP:Iteration 19Q (32788.450000 sec): 3 clusters
  Score: Raw -977041.947971 + Penalty 2930.327231 = -974111.620740
  nChanged 35
		SP:Iteration 20F (32788.580000 sec): 3 clusters
  Score: Raw -977057.444397 + Penalty 2930.327231 = -974127.117167
  nChanged 30
		SP:Iteration 21Q (32788.700000 sec): 3 clusters
  Score: Raw -977068.210758 + Penalty 2930.327231 = -974137.883528
  nChanged 23
		SP:Iteration 22Q (32788.820000 sec): 3 clusters
  Score: Raw -977076.238258 + Penalty 2930.327231 = -974145.911027
  nChanged 20
		SP:Iteration 23Q (32788.940000 sec): 3 clusters
  Score: Raw -977085.360790 + Penalty 2930.327231 = -974155.033559
  nChanged 24
		SP:Iteration 24Q (32789.070000 sec): 3 clusters
  Score: Raw -977093.779900 + Penalty 2930.327231 = -974163.452669
  nChanged 15
		SP:Iteration 25Q (32789.190000 sec): 3 clusters
  Score: Raw -977097.802257 + Penalty 2930.327231 = -974167.475026
  nChanged 13
		SP:Iteration 26Q (32789.310000 sec): 3 clusters
  Score: Raw -977101.569203 + Penalty 2930.327231 = -974171.241973
  nChanged 8
		SP:Iteration 27Q (32789.430000 sec): 3 clusters
  Score: Raw -977103.478479 + Penalty 2930.327231 = -974173.151249
  nChanged 6
		SP:Iteration 28Q (32789.560000 sec): 3 clusters
  Score: Raw -977104.542274 + Penalty 2930.327231 = -974174.215043
  nChanged 4
		SP:Iteration 29Q (32789.680000 sec): 3 clusters
  Score: Raw -977105.716690 + Penalty 2930.327231 = -974175.389460
  nChanged 2
		SP:Iteration 30Q (32789.800000 sec): 3 clusters
  Score: Raw -977106.078394 + Penalty 2930.327231 = -974175.751164
  nChanged 3
		SP:Iteration 31Q (32789.920000 sec): 3 clusters
  Score: Raw -977106.952191 + Penalty 2930.327231 = -974176.624960
  nChanged 1
		SP:Iteration 32Q (32790.040000 sec): 3 clusters
  Score: Raw -977107.109346 + Penalty 2930.327231 = -974176.782116
  nChanged 0
		SP:Iteration 33F (32790.170000 sec): 3 clusters
  Score: Raw -977107.109346 + Penalty 2930.327231 = -974176.782116
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 66 (32332 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32790.440000 sec): 2 clusters
  Score: Raw -4044225.707649 + Penalty 1687.369569 = -4042538.338080
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32790.810000 sec): 3 clusters
  Score: Raw -4024235.114114 + Penalty 3374.739138 = -4020860.374977
  nChanged 14974
		SP:Iteration 1F (32791.150000 sec): 3 clusters
  Score: Raw -4032647.878667 + Penalty 3374.739138 = -4029273.139529
  nChanged 1726
		SP:Iteration 2F (32791.480000 sec): 3 clusters
  Score: Raw -4033371.057060 + Penalty 3374.739138 = -4029996.317923
  nChanged 1970
		SP:Iteration 3F (32791.800000 sec): 3 clusters
  Score: Raw -4034374.881034 + Penalty 3374.739138 = -4031000.141897
  nChanged 2157
		SP:Iteration 4F (32792.120000 sec): 3 clusters
  Score: Raw -4035563.684447 + Penalty 3374.739138 = -4032188.945310
  nChanged 2168
		SP:Iteration 5F (32792.440000 sec): 3 clusters
  Score: Raw -4036855.717456 + Penalty 3374.739138 = -4033480.978319
  nChanged 2002
		SP:Iteration 6F (32792.760000 sec): 3 clusters
  Score: Raw -4038100.741652 + Penalty 3374.739138 = -4034726.002515
  nChanged 1776
		SP:Iteration 7F (32793.130000 sec): 3 clusters
  Score: Raw -4039207.950996 + Penalty 3374.739138 = -4035833.211858
  nChanged 1477
		SP:Iteration 8Q (32793.470000 sec): 3 clusters
  Score: Raw -4040174.881604 + Penalty 3374.739138 = -4036800.142467
  nChanged 1292
		SP:Iteration 9Q (32793.800000 sec): 3 clusters
  Score: Raw -4041099.236792 + Penalty 3374.739138 = -4037724.497654
  nChanged 1161
		SP:Iteration 10Q (32794.120000 sec): 3 clusters
  Score: Raw -4042031.485078 + Penalty 3374.739138 = -4038656.745941
  nChanged 958
		SP:Iteration 11Q (32794.440000 sec): 3 clusters
  Score: Raw -4042802.687599 + Penalty 3374.739138 = -4039427.948462
  nChanged 692
		SP:Iteration 12Q (32794.750000 sec): 3 clusters
  Score: Raw -4043335.343572 + Penalty 3374.739138 = -4039960.604435
  nChanged 477
		SP:Iteration 13Q (32795.060000 sec): 3 clusters
  Score: Raw -4043691.449713 + Penalty 3374.739138 = -4040316.710575
  nChanged 335
		SP:Iteration 14Q (32795.360000 sec): 3 clusters
  Score: Raw -4043937.770722 + Penalty 3374.739138 = -4040563.031584
  nChanged 200
		SP:Iteration 15Q (32795.650000 sec): 3 clusters
  Score: Raw -4044077.885271 + Penalty 3374.739138 = -4040703.146133
  nChanged 157
		SP:Iteration 16Q (32795.970000 sec): 3 clusters
  Score: Raw -4044187.143011 + Penalty 3374.739138 = -4040812.403874
  nChanged 110
		SP:Iteration 17Q (32796.260000 sec): 3 clusters
  Score: Raw -4044263.564274 + Penalty 3374.739138 = -4040888.825136
  nChanged 88
		SP:Iteration 18Q (32796.580000 sec): 3 clusters
  Score: Raw -4044327.088982 + Penalty 3374.739138 = -4040952.349844
  nChanged 61
		SP:Iteration 19Q (32796.890000 sec): 3 clusters
  Score: Raw -4044370.481343 + Penalty 3374.739138 = -4040995.742205
  nChanged 31
		SP:Iteration 20F (32797.230000 sec): 3 clusters
  Score: Raw -4044389.861961 + Penalty 3374.739138 = -4041015.122823
  nChanged 28
		SP:Iteration 21Q (32797.530000 sec): 3 clusters
  Score: Raw -4044405.873175 + Penalty 3374.739138 = -4041031.134037
  nChanged 27
		SP:Iteration 22Q (32797.820000 sec): 3 clusters
  Score: Raw -4044421.822481 + Penalty 3374.739138 = -4041047.083344
  nChanged 18
		SP:Iteration 23Q (32798.130000 sec): 3 clusters
  Score: Raw -4044434.520626 + Penalty 3374.739138 = -4041059.781489
  nChanged 18
		SP:Iteration 24Q (32798.450000 sec): 3 clusters
  Score: Raw -4044448.173658 + Penalty 3374.739138 = -4041073.434520
  nChanged 18
		SP:Iteration 25Q (32798.770000 sec): 3 clusters
  Score: Raw -4044463.229375 + Penalty 3374.739138 = -4041088.490237
  nChanged 13
		SP:Iteration 26Q (32799.080000 sec): 3 clusters
  Score: Raw -4044471.967143 + Penalty 3374.739138 = -4041097.228005
  nChanged 14
		SP:Iteration 27Q (32799.400000 sec): 3 clusters
  Score: Raw -4044479.793585 + Penalty 3374.739138 = -4041105.054447
  nChanged 6
		SP:Iteration 28Q (32799.700000 sec): 3 clusters
  Score: Raw -4044481.847492 + Penalty 3374.739138 = -4041107.108355
  nChanged 4
		SP:Iteration 29Q (32800.020000 sec): 3 clusters
  Score: Raw -4044483.481387 + Penalty 3374.739138 = -4041108.742249
  nChanged 2
		SP:Iteration 30Q (32800.330000 sec): 3 clusters
  Score: Raw -4044484.738506 + Penalty 3374.739138 = -4041109.999369
  nChanged 4
		SP:Iteration 31Q (32800.630000 sec): 3 clusters
  Score: Raw -4044487.203564 + Penalty 3374.739138 = -4041112.464427
  nChanged 2
		SP:Iteration 32Q (32800.950000 sec): 3 clusters
  Score: Raw -4044488.119504 + Penalty 3374.739138 = -4041113.380367
  nChanged 2
		SP:Iteration 33Q (32801.260000 sec): 3 clusters
  Score: Raw -4044489.207273 + Penalty 3374.739138 = -4041114.468135
  nChanged 2
		SP:Iteration 34Q (32801.580000 sec): 3 clusters
  Score: Raw -4044489.920103 + Penalty 3374.739138 = -4041115.180966
  nChanged 2
		SP:Iteration 35Q (32801.890000 sec): 3 clusters
  Score: Raw -4044491.753587 + Penalty 3374.739138 = -4041117.014449
  nChanged 4
		SP:Iteration 36Q (32802.210000 sec): 3 clusters
  Score: Raw -4044494.101944 + Penalty 3374.739138 = -4041119.362807
  nChanged 2
		SP:Iteration 37Q (32802.500000 sec): 3 clusters
  Score: Raw -4044494.839176 + Penalty 3374.739138 = -4041120.100038
  nChanged 3
		SP:Iteration 38Q (32802.820000 sec): 3 clusters
  Score: Raw -4044495.718944 + Penalty 3374.739138 = -4041120.979806
  nChanged 2
		SP:Iteration 39Q (32803.140000 sec): 3 clusters
  Score: Raw -4044496.685824 + Penalty 3374.739138 = -4041121.946687
  nChanged 1
		SP:Iteration 40F (32803.470000 sec): 3 clusters
  Score: Raw -4044497.660090 + Penalty 3374.739138 = -4041122.920953
  nChanged 2
		SP:Iteration 41Q (32803.770000 sec): 3 clusters
  Score: Raw -4044498.781087 + Penalty 3374.739138 = -4041124.041949
  nChanged 2
		SP:Iteration 42Q (32804.080000 sec): 3 clusters
  Score: Raw -4044499.991015 + Penalty 3374.739138 = -4041125.251878
  nChanged 3
		SP:Iteration 43Q (32804.370000 sec): 3 clusters
  Score: Raw -4044501.893036 + Penalty 3374.739138 = -4041127.153898
  nChanged 3
		SP:Iteration 44Q (32804.690000 sec): 3 clusters
  Score: Raw -4044503.903306 + Penalty 3374.739138 = -4041129.164168
  nChanged 3
		SP:Iteration 45Q (32805.000000 sec): 3 clusters
  Score: Raw -4044505.419799 + Penalty 3374.739138 = -4041130.680661
  nChanged 2
		SP:Iteration 46Q (32805.320000 sec): 3 clusters
  Score: Raw -4044506.159501 + Penalty 3374.739138 = -4041131.420363
  nChanged 2
		SP:Iteration 47Q (32805.640000 sec): 3 clusters
  Score: Raw -4044507.390960 + Penalty 3374.739138 = -4041132.651822
  nChanged 2
		SP:Iteration 48Q (32805.950000 sec): 3 clusters
  Score: Raw -4044508.448175 + Penalty 3374.739138 = -4041133.709038
  nChanged 1
		SP:Iteration 49Q (32806.250000 sec): 3 clusters
  Score: Raw -4044508.988951 + Penalty 3374.739138 = -4041134.249814
  nChanged 0
		SP:Iteration 50F (32806.590000 sec): 3 clusters
  Score: Raw -4044508.988951 + Penalty 3374.739138 = -4041134.249814
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 67 (15768 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32806.730000 sec): 2 clusters
  Score: Raw -1825653.543285 + Penalty 1570.682400 = -1824082.860884
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32806.950000 sec): 3 clusters
  Score: Raw -1816348.936937 + Penalty 3141.364801 = -1813207.572136
  nChanged 7105
		SP:Iteration 1F (32807.190000 sec): 3 clusters
  Score: Raw -1820381.577117 + Penalty 3141.364801 = -1817240.212316
  nChanged 981
		SP:Iteration 2F (32807.440000 sec): 3 clusters
  Score: Raw -1820860.493746 + Penalty 3141.364801 = -1817719.128945
  nChanged 911
		SP:Iteration 3F (32807.650000 sec): 3 clusters
  Score: Raw -1821357.094966 + Penalty 3141.364801 = -1818215.730165
  nChanged 944
		SP:Iteration 4F (32807.830000 sec): 3 clusters
  Score: Raw -1821921.708824 + Penalty 3141.364801 = -1818780.344023
  nChanged 956
		SP:Iteration 5F (32808.030000 sec): 3 clusters
  Score: Raw -1822590.242293 + Penalty 3141.364801 = -1819448.877493
  nChanged 1036
		SP:Iteration 6F (32808.220000 sec): 3 clusters
  Score: Raw -1823389.715484 + Penalty 3141.364801 = -1820248.350683
  nChanged 945
		SP:Iteration 7F (32808.420000 sec): 3 clusters
  Score: Raw -1824124.234352 + Penalty 3141.364801 = -1820982.869551
  nChanged 740
		SP:Iteration 8Q (32808.600000 sec): 3 clusters
  Score: Raw -1824684.987298 + Penalty 3141.364801 = -1821543.622497
  nChanged 560
		SP:Iteration 9Q (32808.800000 sec): 3 clusters
  Score: Raw -1825115.037116 + Penalty 3141.364801 = -1821973.672315
  nChanged 398
		SP:Iteration 10Q (32808.970000 sec): 3 clusters
  Score: Raw -1825403.498725 + Penalty 3141.364801 = -1822262.133924
  nChanged 240
		SP:Iteration 11Q (32809.170000 sec): 3 clusters
  Score: Raw -1825575.870405 + Penalty 3141.364801 = -1822434.505604
  nChanged 156
		SP:Iteration 12Q (32809.370000 sec): 3 clusters
  Score: Raw -1825690.420976 + Penalty 3141.364801 = -1822549.056176
  nChanged 102
		SP:Iteration 13Q (32809.560000 sec): 3 clusters
  Score: Raw -1825756.603557 + Penalty 3141.364801 = -1822615.238756
  nChanged 63
		SP:Iteration 14Q (32809.750000 sec): 3 clusters
  Score: Raw -1825805.916457 + Penalty 3141.364801 = -1822664.551656
  nChanged 43
		SP:Iteration 15Q (32809.940000 sec): 3 clusters
  Score: Raw -1825837.342656 + Penalty 3141.364801 = -1822695.977855
  nChanged 30
		SP:Iteration 16Q (32810.130000 sec): 3 clusters
  Score: Raw -1825857.597260 + Penalty 3141.364801 = -1822716.232459
  nChanged 20
		SP:Iteration 17Q (32810.290000 sec): 3 clusters
  Score: Raw -1825868.962012 + Penalty 3141.364801 = -1822727.597211
  nChanged 13
		SP:Iteration 18Q (32810.490000 sec): 3 clusters
  Score: Raw -1825878.263704 + Penalty 3141.364801 = -1822736.898903
  nChanged 14
		SP:Iteration 19Q (32810.680000 sec): 3 clusters
  Score: Raw -1825886.734793 + Penalty 3141.364801 = -1822745.369992
  nChanged 9
		SP:Iteration 20F (32810.890000 sec): 3 clusters
  Score: Raw -1825891.710398 + Penalty 3141.364801 = -1822750.345598
  nChanged 2
		SP:Iteration 21Q (32811.060000 sec): 3 clusters
  Score: Raw -1825893.193243 + Penalty 3141.364801 = -1822751.828443
  nChanged 7
		SP:Iteration 22Q (32811.250000 sec): 3 clusters
  Score: Raw -1825897.694618 + Penalty 3141.364801 = -1822756.329817
  nChanged 3
		SP:Iteration 23Q (32811.440000 sec): 3 clusters
  Score: Raw -1825901.004383 + Penalty 3141.364801 = -1822759.639582
  nChanged 5
		SP:Iteration 24Q (32811.630000 sec): 3 clusters
  Score: Raw -1825903.803393 + Penalty 3141.364801 = -1822762.438592
  nChanged 2
		SP:Iteration 25Q (32811.820000 sec): 3 clusters
  Score: Raw -1825904.827234 + Penalty 3141.364801 = -1822763.462434
  nChanged 1
		SP:Iteration 26Q (32812.010000 sec): 3 clusters
  Score: Raw -1825905.001270 + Penalty 3141.364801 = -1822763.636469
  nChanged 0
		SP:Iteration 27F (32812.220000 sec): 3 clusters
  Score: Raw -1825905.001270 + Penalty 3141.364801 = -1822763.636469
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 68 (8395 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32812.330000 sec): 2 clusters
  Score: Raw -984742.415631 + Penalty 1468.251130 = -983274.164501
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32812.480000 sec): 3 clusters
  Score: Raw -980037.650910 + Penalty 2936.502260 = -977101.148650
  nChanged 3602
		SP:Iteration 1F (32812.600000 sec): 3 clusters
  Score: Raw -982123.719757 + Penalty 2936.502260 = -979187.217497
  nChanged 633
		SP:Iteration 2F (32812.720000 sec): 3 clusters
  Score: Raw -982484.476667 + Penalty 2936.502260 = -979547.974407
  nChanged 546
		SP:Iteration 3F (32812.850000 sec): 3 clusters
  Score: Raw -982845.778751 + Penalty 2936.502260 = -979909.276491
  nChanged 539
		SP:Iteration 4F (32812.970000 sec): 3 clusters
  Score: Raw -983206.100308 + Penalty 2936.502260 = -980269.598048
  nChanged 503
		SP:Iteration 5F (32813.100000 sec): 3 clusters
  Score: Raw -983508.551299 + Penalty 2936.502260 = -980572.049039
  nChanged 433
		SP:Iteration 6F (32813.220000 sec): 3 clusters
  Score: Raw -983731.428726 + Penalty 2936.502260 = -980794.926466
  nChanged 347
		SP:Iteration 7Q (32813.340000 sec): 3 clusters
  Score: Raw -983915.068085 + Penalty 2936.502260 = -980978.565825
  nChanged 310
		SP:Iteration 8Q (32813.470000 sec): 3 clusters
  Score: Raw -984065.206928 + Penalty 2936.502260 = -981128.704668
  nChanged 239
		SP:Iteration 9Q (32813.600000 sec): 3 clusters
  Score: Raw -984182.944330 + Penalty 2936.502260 = -981246.442070
  nChanged 228
		SP:Iteration 10Q (32813.730000 sec): 3 clusters
  Score: Raw -984300.508109 + Penalty 2936.502260 = -981364.005849
  nChanged 216
		SP:Iteration 11Q (32813.860000 sec): 3 clusters
  Score: Raw -984400.953055 + Penalty 2936.502260 = -981464.450795
  nChanged 174
		SP:Iteration 12Q (32813.990000 sec): 3 clusters
  Score: Raw -984474.952288 + Penalty 2936.502260 = -981538.450027
  nChanged 163
		SP:Iteration 13Q (32814.120000 sec): 3 clusters
  Score: Raw -984547.409969 + Penalty 2936.502260 = -981610.907708
  nChanged 137
		SP:Iteration 14Q (32814.250000 sec): 3 clusters
  Score: Raw -984611.463076 + Penalty 2936.502260 = -981674.960815
  nChanged 136
		SP:Iteration 15Q (32814.380000 sec): 3 clusters
  Score: Raw -984674.037637 + Penalty 2936.502260 = -981737.535377
  nChanged 106
		SP:Iteration 16Q (32814.500000 sec): 3 clusters
  Score: Raw -984721.283399 + Penalty 2936.502260 = -981784.781139
  nChanged 98
		SP:Iteration 17Q (32814.630000 sec): 3 clusters
  Score: Raw -984772.677917 + Penalty 2936.502260 = -981836.175657
  nChanged 97
		SP:Iteration 18Q (32814.760000 sec): 3 clusters
  Score: Raw -984816.193389 + Penalty 2936.502260 = -981879.691129
  nChanged 76
		SP:Iteration 19Q (32814.880000 sec): 3 clusters
  Score: Raw -984853.771248 + Penalty 2936.502260 = -981917.268988
  nChanged 68
		SP:Iteration 20F (32815.000000 sec): 3 clusters
  Score: Raw -984904.791289 + Penalty 2936.502260 = -981968.289029
  nChanged 90
		SP:Iteration 21Q (32815.120000 sec): 3 clusters
  Score: Raw -984975.164554 + Penalty 2936.502260 = -982038.662293
  nChanged 88
		SP:Iteration 22Q (32815.250000 sec): 3 clusters
  Score: Raw -985033.629816 + Penalty 2936.502260 = -982097.127556
  nChanged 97
		SP:Iteration 23Q (32815.380000 sec): 3 clusters
  Score: Raw -985098.695515 + Penalty 2936.502260 = -982162.193255
  nChanged 88
		SP:Iteration 24Q (32815.500000 sec): 3 clusters
  Score: Raw -985162.186410 + Penalty 2936.502260 = -982225.684150
  nChanged 78
		SP:Iteration 25Q (32815.630000 sec): 3 clusters
  Score: Raw -985217.207360 + Penalty 2936.502260 = -982280.705100
  nChanged 65
		SP:Iteration 26Q (32815.760000 sec): 3 clusters
  Score: Raw -985256.067912 + Penalty 2936.502260 = -982319.565652
  nChanged 51
		SP:Iteration 27Q (32815.880000 sec): 3 clusters
  Score: Raw -985282.360194 + Penalty 2936.502260 = -982345.857934
  nChanged 40
		SP:Iteration 28Q (32816.010000 sec): 3 clusters
  Score: Raw -985308.398501 + Penalty 2936.502260 = -982371.896241
  nChanged 45
		SP:Iteration 29Q (32816.140000 sec): 3 clusters
  Score: Raw -985339.699930 + Penalty 2936.502260 = -982403.197670
  nChanged 41
		SP:Iteration 30Q (32816.260000 sec): 3 clusters
  Score: Raw -985364.281429 + Penalty 2936.502260 = -982427.779169
  nChanged 42
		SP:Iteration 31Q (32816.390000 sec): 3 clusters
  Score: Raw -985387.502052 + Penalty 2936.502260 = -982450.999791
  nChanged 35
		SP:Iteration 32Q (32816.520000 sec): 3 clusters
  Score: Raw -985417.429591 + Penalty 2936.502260 = -982480.927331
  nChanged 34
		SP:Iteration 33Q (32816.640000 sec): 3 clusters
  Score: Raw -985465.122688 + Penalty 2936.502260 = -982528.620428
  nChanged 44
		SP:Iteration 34Q (32816.760000 sec): 3 clusters
  Score: Raw -985515.804660 + Penalty 2936.502260 = -982579.302400
  nChanged 48
		SP:Iteration 35Q (32816.890000 sec): 3 clusters
  Score: Raw -985580.971823 + Penalty 2936.502260 = -982644.469563
  nChanged 41
		SP:Iteration 36Q (32817.010000 sec): 3 clusters
  Score: Raw -985633.990921 + Penalty 2936.502260 = -982697.488661
  nChanged 29
		SP:Iteration 37Q (32817.130000 sec): 3 clusters
  Score: Raw -985661.134535 + Penalty 2936.502260 = -982724.632275
  nChanged 29
		SP:Iteration 38Q (32817.260000 sec): 3 clusters
  Score: Raw -985677.983542 + Penalty 2936.502260 = -982741.481282
  nChanged 17
		SP:Iteration 39Q (32817.380000 sec): 3 clusters
  Score: Raw -985692.674827 + Penalty 2936.502260 = -982756.172567
  nChanged 18
		SP:Iteration 40F (32817.500000 sec): 3 clusters
  Score: Raw -985713.737833 + Penalty 2936.502260 = -982777.235573
  nChanged 17
		SP:Iteration 41Q (32817.630000 sec): 3 clusters
  Score: Raw -985726.406066 + Penalty 2936.502260 = -982789.903806
  nChanged 22
		SP:Iteration 42Q (32817.750000 sec): 3 clusters
  Score: Raw -985737.062218 + Penalty 2936.502260 = -982800.559957
  nChanged 10
		SP:Iteration 43Q (32817.870000 sec): 3 clusters
  Score: Raw -985741.900441 + Penalty 2936.502260 = -982805.398181
  nChanged 9
		SP:Iteration 44Q (32817.990000 sec): 3 clusters
  Score: Raw -985746.583524 + Penalty 2936.502260 = -982810.081264
  nChanged 7
		SP:Iteration 45Q (32818.110000 sec): 3 clusters
  Score: Raw -985749.275446 + Penalty 2936.502260 = -982812.773185
  nChanged 5
		SP:Iteration 46Q (32818.220000 sec): 3 clusters
  Score: Raw -985751.564370 + Penalty 2936.502260 = -982815.062110
  nChanged 3
		SP:Iteration 47Q (32818.340000 sec): 3 clusters
  Score: Raw -985753.065322 + Penalty 2936.502260 = -982816.563062
  nChanged 4
		SP:Iteration 48Q (32818.460000 sec): 3 clusters
  Score: Raw -985754.437807 + Penalty 2936.502260 = -982817.935547
  nChanged 2
		SP:Iteration 49Q (32818.580000 sec): 3 clusters
  Score: Raw -985755.291242 + Penalty 2936.502260 = -982818.788982
  nChanged 2
		SP:Iteration 50Q (32818.700000 sec): 3 clusters
  Score: Raw -985756.228624 + Penalty 2936.502260 = -982819.726364
  nChanged 1
		SP:Iteration 51Q (32818.820000 sec): 3 clusters
  Score: Raw -985756.365021 + Penalty 2936.502260 = -982819.862761
  nChanged 0
		SP:Iteration 52F (32818.940000 sec): 3 clusters
  Score: Raw -985756.365021 + Penalty 2936.502260 = -982819.862761
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 69 (2886 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32819.010000 sec): 2 clusters
  Score: Raw -313954.014398 + Penalty 1294.739345 = -312659.275052
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32819.070000 sec): 3 clusters
  Score: Raw -312595.196686 + Penalty 2589.478690 = -310005.717995
  nChanged 1069
		SP:Iteration 1F (32819.120000 sec): 3 clusters
  Score: Raw -313368.864679 + Penalty 2589.478690 = -310779.385989
  nChanged 298
		SP:Iteration 2F (32819.180000 sec): 3 clusters
  Score: Raw -313737.386120 + Penalty 2589.478690 = -311147.907430
  nChanged 252
		SP:Iteration 3F (32819.230000 sec): 3 clusters
  Score: Raw -314093.733074 + Penalty 2589.478690 = -311504.254383
  nChanged 214
		SP:Iteration 4F (32819.280000 sec): 3 clusters
  Score: Raw -314416.676453 + Penalty 2589.478690 = -311827.197763
  nChanged 198
		SP:Iteration 5F (32819.330000 sec): 3 clusters
  Score: Raw -314673.117600 + Penalty 2589.478690 = -312083.638909
  nChanged 163
		SP:Iteration 6F (32819.390000 sec): 3 clusters
  Score: Raw -314846.064813 + Penalty 2589.478690 = -312256.586123
  nChanged 114
		SP:Iteration 7Q (32819.440000 sec): 3 clusters
  Score: Raw -314945.134366 + Penalty 2589.478690 = -312355.655676
  nChanged 83
		SP:Iteration 8Q (32819.490000 sec): 3 clusters
  Score: Raw -315021.922064 + Penalty 2589.478690 = -312432.443374
  nChanged 78
		SP:Iteration 9Q (32819.540000 sec): 3 clusters
  Score: Raw -315094.882907 + Penalty 2589.478690 = -312505.404217
  nChanged 49
		SP:Iteration 10Q (32819.590000 sec): 3 clusters
  Score: Raw -315132.543675 + Penalty 2589.478690 = -312543.064985
  nChanged 44
		SP:Iteration 11Q (32819.640000 sec): 3 clusters
  Score: Raw -315172.259340 + Penalty 2589.478690 = -312582.780650
  nChanged 38
		SP:Iteration 12Q (32819.700000 sec): 3 clusters
  Score: Raw -315204.767312 + Penalty 2589.478690 = -312615.288621
  nChanged 42
		SP:Iteration 13Q (32819.750000 sec): 3 clusters
  Score: Raw -315236.920556 + Penalty 2589.478690 = -312647.441865
  nChanged 35
		SP:Iteration 14Q (32819.810000 sec): 3 clusters
  Score: Raw -315257.689946 + Penalty 2589.478690 = -312668.211256
  nChanged 29
		SP:Iteration 15Q (32819.860000 sec): 3 clusters
  Score: Raw -315278.679765 + Penalty 2589.478690 = -312689.201075
  nChanged 22
		SP:Iteration 16Q (32819.910000 sec): 3 clusters
  Score: Raw -315293.142294 + Penalty 2589.478690 = -312703.663603
  nChanged 24
		SP:Iteration 17Q (32819.960000 sec): 3 clusters
  Score: Raw -315309.056051 + Penalty 2589.478690 = -312719.577361
  nChanged 19
		SP:Iteration 18Q (32820.010000 sec): 3 clusters
  Score: Raw -315318.464264 + Penalty 2589.478690 = -312728.985574
  nChanged 15
		SP:Iteration 19Q (32820.060000 sec): 3 clusters
  Score: Raw -315327.176162 + Penalty 2589.478690 = -312737.697472
  nChanged 11
		SP:Iteration 20F (32820.110000 sec): 3 clusters
  Score: Raw -315333.745193 + Penalty 2589.478690 = -312744.266503
  nChanged 12
		SP:Iteration 21Q (32820.170000 sec): 3 clusters
  Score: Raw -315342.509947 + Penalty 2589.478690 = -312753.031257
  nChanged 14
		SP:Iteration 22Q (32820.220000 sec): 3 clusters
  Score: Raw -315351.798487 + Penalty 2589.478690 = -312762.319796
  nChanged 9
		SP:Iteration 23Q (32820.270000 sec): 3 clusters
  Score: Raw -315357.723878 + Penalty 2589.478690 = -312768.245188
  nChanged 10
		SP:Iteration 24Q (32820.320000 sec): 3 clusters
  Score: Raw -315365.259132 + Penalty 2589.478690 = -312775.780442
  nChanged 10
		SP:Iteration 25Q (32820.370000 sec): 3 clusters
  Score: Raw -315370.299972 + Penalty 2589.478690 = -312780.821282
  nChanged 11
		SP:Iteration 26Q (32820.420000 sec): 3 clusters
  Score: Raw -315375.054321 + Penalty 2589.478690 = -312785.575631
  nChanged 7
		SP:Iteration 27Q (32820.470000 sec): 3 clusters
  Score: Raw -315378.804626 + Penalty 2589.478690 = -312789.325936
  nChanged 9
		SP:Iteration 28Q (32820.520000 sec): 3 clusters
  Score: Raw -315383.494276 + Penalty 2589.478690 = -312794.015586
  nChanged 16
		SP:Iteration 29Q (32820.570000 sec): 3 clusters
  Score: Raw -315392.444125 + Penalty 2589.478690 = -312802.965434
  nChanged 7
		SP:Iteration 30Q (32820.630000 sec): 3 clusters
  Score: Raw -315395.766401 + Penalty 2589.478690 = -312806.287711
  nChanged 5
		SP:Iteration 31Q (32820.680000 sec): 3 clusters
  Score: Raw -315398.724852 + Penalty 2589.478690 = -312809.246161
  nChanged 7
		SP:Iteration 32Q (32820.730000 sec): 3 clusters
  Score: Raw -315403.192510 + Penalty 2589.478690 = -312813.713820
  nChanged 6
		SP:Iteration 33Q (32820.780000 sec): 3 clusters
  Score: Raw -315406.825445 + Penalty 2589.478690 = -312817.346755
  nChanged 8
		SP:Iteration 34Q (32820.830000 sec): 3 clusters
  Score: Raw -315409.950703 + Penalty 2589.478690 = -312820.472013
  nChanged 6
		SP:Iteration 35Q (32820.880000 sec): 3 clusters
  Score: Raw -315412.423227 + Penalty 2589.478690 = -312822.944537
  nChanged 4
		SP:Iteration 36Q (32820.930000 sec): 3 clusters
  Score: Raw -315415.432348 + Penalty 2589.478690 = -312825.953658
  nChanged 7
		SP:Iteration 37Q (32820.980000 sec): 3 clusters
  Score: Raw -315418.491449 + Penalty 2589.478690 = -312829.012759
  nChanged 5
		SP:Iteration 38Q (32821.030000 sec): 3 clusters
  Score: Raw -315421.264936 + Penalty 2589.478690 = -312831.786245
  nChanged 4
		SP:Iteration 39Q (32821.090000 sec): 3 clusters
  Score: Raw -315422.772694 + Penalty 2589.478690 = -312833.294004
  nChanged 3
		SP:Iteration 40F (32821.140000 sec): 3 clusters
  Score: Raw -315423.483446 + Penalty 2589.478690 = -312834.004756
  nChanged 2
		SP:Iteration 41Q (32821.190000 sec): 3 clusters
  Score: Raw -315424.407541 + Penalty 2589.478690 = -312834.928850
  nChanged 1
		SP:Iteration 42Q (32821.240000 sec): 3 clusters
  Score: Raw -315424.622007 + Penalty 2589.478690 = -312835.143317
  nChanged 1
		SP:Iteration 43Q (32821.290000 sec): 3 clusters
  Score: Raw -315424.720799 + Penalty 2589.478690 = -312835.242109
  nChanged 0
		SP:Iteration 44F (32821.350000 sec): 3 clusters
  Score: Raw -315424.720799 + Penalty 2589.478690 = -312835.242109
  nChanged 0
  Score: Raw -119083284.919318 + Penalty 247540.352745 = -118835744.566573

Splitting cluster 69 changes total score from -118815327.063226 to -118835744.566573

 So it's getting split into cluster 110.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 70 (2917 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33155.790000 sec): 2 clusters
  Score: Raw -298541.359913 + Penalty 1296.475533 = -297244.884380
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33155.860000 sec): 3 clusters
  Score: Raw -297228.075124 + Penalty 2592.951065 = -294635.124059
  nChanged 1097
		SP:Iteration 1F (33155.950000 sec): 3 clusters
  Score: Raw -298124.521481 + Penalty 2592.951065 = -295531.570416
  nChanged 309
		SP:Iteration 2F (33156.010000 sec): 3 clusters
  Score: Raw -298468.047307 + Penalty 2592.951065 = -295875.096242
  nChanged 221
		SP:Iteration 3F (33156.060000 sec): 3 clusters
  Score: Raw -298697.006092 + Penalty 2592.951065 = -296104.055027
  nChanged 170
		SP:Iteration 4F (33156.110000 sec): 3 clusters
  Score: Raw -298885.546836 + Penalty 2592.951065 = -296292.595771
  nChanged 133
		SP:Iteration 5Q (33156.170000 sec): 3 clusters
  Score: Raw -299033.288945 + Penalty 2592.951065 = -296440.337880
  nChanged 121
		SP:Iteration 6Q (33156.220000 sec): 3 clusters
  Score: Raw -299177.138847 + Penalty 2592.951065 = -296584.187782
  nChanged 106
		SP:Iteration 7Q (33156.270000 sec): 3 clusters
  Score: Raw -299330.827784 + Penalty 2592.951065 = -296737.876718
  nChanged 102
		SP:Iteration 8Q (33156.320000 sec): 3 clusters
  Score: Raw -299499.040066 + Penalty 2592.951065 = -296906.089001
  nChanged 116
		SP:Iteration 9Q (33156.380000 sec): 3 clusters
  Score: Raw -299697.962751 + Penalty 2592.951065 = -297105.011686
  nChanged 100
		SP:Iteration 10Q (33156.430000 sec): 3 clusters
  Score: Raw -299936.991788 + Penalty 2592.951065 = -297344.040723
  nChanged 92
		SP:Iteration 11Q (33156.480000 sec): 3 clusters
  Score: Raw -300157.292175 + Penalty 2592.951065 = -297564.341110
  nChanged 90
		SP:Iteration 12Q (33156.530000 sec): 3 clusters
  Score: Raw -300285.227112 + Penalty 2592.951065 = -297692.276047
  nChanged 52
		SP:Iteration 13Q (33156.580000 sec): 3 clusters
  Score: Raw -300320.308162 + Penalty 2592.951065 = -297727.357097
  nChanged 27
		SP:Iteration 14Q (33156.630000 sec): 3 clusters
  Score: Raw -300333.552100 + Penalty 2592.951065 = -297740.601035
  nChanged 9
		SP:Iteration 15Q (33156.680000 sec): 3 clusters
  Score: Raw -300337.668562 + Penalty 2592.951065 = -297744.717497
  nChanged 6
		SP:Iteration 16Q (33156.740000 sec): 3 clusters
  Score: Raw -300339.445599 + Penalty 2592.951065 = -297746.494534
  nChanged 1
		SP:Iteration 17Q (33156.790000 sec): 3 clusters
  Score: Raw -300339.689736 + Penalty 2592.951065 = -297746.738671
  nChanged 0
		SP:Iteration 18F (33156.840000 sec): 3 clusters
  Score: Raw -300340.900479 + Penalty 2592.951065 = -297747.949414
  nChanged 2
		SP:Iteration 19Q (33156.890000 sec): 3 clusters
  Score: Raw -300344.107437 + Penalty 2592.951065 = -297751.156372
  nChanged 2
		SP:Iteration 20F (33156.940000 sec): 3 clusters
  Score: Raw -300345.226970 + Penalty 2592.951065 = -297752.275905
  nChanged 2
		SP:Iteration 21Q (33157.000000 sec): 3 clusters
  Score: Raw -300345.931881 + Penalty 2592.951065 = -297752.980816
  nChanged 0
		SP:Iteration 22F (33157.050000 sec): 3 clusters
  Score: Raw -300345.931881 + Penalty 2592.951065 = -297752.980816
  nChanged 0
  Score: Raw -119085089.491286 + Penalty 249790.719588 = -118835298.771698

Splitting cluster 70 changes total score from -118815327.063226 to -118835298.771698

 So it's getting split into cluster 111.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 71 (490 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33495.390000 sec): 2 clusters
  Score: Raw -55922.753356 + Penalty 1006.590876 = -54916.162480
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33495.400000 sec): 3 clusters
  Score: Raw -55856.744335 + Penalty 2013.181752 = -53843.562583
  nChanged 99
		SP:Iteration 1F (33495.420000 sec): 3 clusters
  Score: Raw -56028.618924 + Penalty 2013.181752 = -54015.437172
  nChanged 49
		SP:Iteration 2F (33495.430000 sec): 3 clusters
  Score: Raw -56168.264890 + Penalty 2013.181752 = -54155.083138
  nChanged 32
		SP:Iteration 3F (33495.440000 sec): 3 clusters
  Score: Raw -56262.791011 + Penalty 2013.181752 = -54249.609259
  nChanged 25
		SP:Iteration 4F (33495.450000 sec): 3 clusters
  Score: Raw -56374.524938 + Penalty 2013.181752 = -54361.343186
  nChanged 16
		SP:Iteration 5Q (33495.460000 sec): 3 clusters
  Score: Raw -56481.942563 + Penalty 2013.181752 = -54468.760811
  nChanged 20
		SP:Iteration 6Q (33495.480000 sec): 3 clusters
  Score: Raw -56644.541360 + Penalty 2013.181752 = -54631.359608
  nChanged 11
		SP:Iteration 7Q (33495.490000 sec): 3 clusters
  Score: Raw -56682.341062 + Penalty 2013.181752 = -54669.159310
  nChanged 4
		SP:Iteration 8Q (33495.500000 sec): 3 clusters
  Score: Raw -56687.999231 + Penalty 2013.181752 = -54674.817479
  nChanged 2
		SP:Iteration 9Q (33495.510000 sec): 3 clusters
  Score: Raw -56690.126175 + Penalty 2013.181752 = -54676.944423
  nChanged 3
		SP:Iteration 10Q (33495.520000 sec): 3 clusters
  Score: Raw -56694.834976 + Penalty 2013.181752 = -54681.653224
  nChanged 1
		SP:Iteration 11Q (33495.540000 sec): 3 clusters
  Score: Raw -56696.865063 + Penalty 2013.181752 = -54683.683311
  nChanged 0
		SP:Iteration 12F (33495.550000 sec): 3 clusters
  Score: Raw -56696.865063 + Penalty 2013.181752 = -54683.683311
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 72 (2098 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33495.620000 sec): 2 clusters
  Score: Raw -244357.744629 + Penalty 1242.920216 = -243114.824413
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33495.660000 sec): 3 clusters
  Score: Raw -243449.614649 + Penalty 2485.840431 = -240963.774218
  nChanged 749
		SP:Iteration 1F (33495.700000 sec): 3 clusters
  Score: Raw -243984.684664 + Penalty 2485.840431 = -241498.844233
  nChanged 197
		SP:Iteration 2F (33495.740000 sec): 3 clusters
  Score: Raw -244195.508252 + Penalty 2485.840431 = -241709.667820
  nChanged 143
		SP:Iteration 3F (33495.780000 sec): 3 clusters
  Score: Raw -244326.531791 + Penalty 2485.840431 = -241840.691359
  nChanged 88
		SP:Iteration 4Q (33495.820000 sec): 3 clusters
  Score: Raw -244389.942100 + Penalty 2485.840431 = -241904.101668
  nChanged 66
		SP:Iteration 5Q (33495.860000 sec): 3 clusters
  Score: Raw -244425.768911 + Penalty 2485.840431 = -241939.928480
  nChanged 43
		SP:Iteration 6Q (33495.900000 sec): 3 clusters
  Score: Raw -244451.329181 + Penalty 2485.840431 = -241965.488749
  nChanged 33
		SP:Iteration 7Q (33495.940000 sec): 3 clusters
  Score: Raw -244467.477183 + Penalty 2485.840431 = -241981.636752
  nChanged 17
		SP:Iteration 8Q (33495.980000 sec): 3 clusters
  Score: Raw -244474.459181 + Penalty 2485.840431 = -241988.618750
  nChanged 16
		SP:Iteration 9Q (33496.030000 sec): 3 clusters
  Score: Raw -244483.523802 + Penalty 2485.840431 = -241997.683371
  nChanged 15
		SP:Iteration 10Q (33496.070000 sec): 3 clusters
  Score: Raw -244491.926001 + Penalty 2485.840431 = -242006.085570
  nChanged 12
		SP:Iteration 11Q (33496.110000 sec): 3 clusters
  Score: Raw -244497.202690 + Penalty 2485.840431 = -242011.362259
  nChanged 10
		SP:Iteration 12Q (33496.150000 sec): 3 clusters
  Score: Raw -244501.552649 + Penalty 2485.840431 = -242015.712217
  nChanged 14
		SP:Iteration 13Q (33496.190000 sec): 3 clusters
  Score: Raw -244508.449492 + Penalty 2485.840431 = -242022.609060
  nChanged 12
		SP:Iteration 14Q (33496.230000 sec): 3 clusters
  Score: Raw -244514.111660 + Penalty 2485.840431 = -242028.271229
  nChanged 18
		SP:Iteration 15Q (33496.270000 sec): 3 clusters
  Score: Raw -244522.784783 + Penalty 2485.840431 = -242036.944352
  nChanged 20
		SP:Iteration 16Q (33496.310000 sec): 3 clusters
  Score: Raw -244537.824299 + Penalty 2485.840431 = -242051.983867
  nChanged 18
		SP:Iteration 17Q (33496.350000 sec): 3 clusters
  Score: Raw -244545.580749 + Penalty 2485.840431 = -242059.740317
  nChanged 18
		SP:Iteration 18Q (33496.390000 sec): 3 clusters
  Score: Raw -244555.631370 + Penalty 2485.840431 = -242069.790938
  nChanged 19
		SP:Iteration 19Q (33496.430000 sec): 3 clusters
  Score: Raw -244565.850287 + Penalty 2485.840431 = -242080.009855
  nChanged 23
		SP:Iteration 20F (33496.470000 sec): 3 clusters
  Score: Raw -244580.242517 + Penalty 2485.840431 = -242094.402086
  nChanged 19
		SP:Iteration 21Q (33496.520000 sec): 3 clusters
  Score: Raw -244590.546914 + Penalty 2485.840431 = -242104.706482
  nChanged 16
		SP:Iteration 22Q (33496.560000 sec): 3 clusters
  Score: Raw -244596.732770 + Penalty 2485.840431 = -242110.892339
  nChanged 9
		SP:Iteration 23Q (33496.600000 sec): 3 clusters
  Score: Raw -244602.948545 + Penalty 2485.840431 = -242117.108114
  nChanged 14
		SP:Iteration 24Q (33496.640000 sec): 3 clusters
  Score: Raw -244609.756103 + Penalty 2485.840431 = -242123.915672
  nChanged 11
		SP:Iteration 25Q (33496.680000 sec): 3 clusters
  Score: Raw -244614.061168 + Penalty 2485.840431 = -242128.220737
  nChanged 10
		SP:Iteration 26Q (33496.720000 sec): 3 clusters
  Score: Raw -244617.211832 + Penalty 2485.840431 = -242131.371401
  nChanged 9
		SP:Iteration 27Q (33496.760000 sec): 3 clusters
  Score: Raw -244620.178719 + Penalty 2485.840431 = -242134.338287
  nChanged 7
		SP:Iteration 28Q (33496.800000 sec): 3 clusters
  Score: Raw -244623.540589 + Penalty 2485.840431 = -242137.700158
  nChanged 10
		SP:Iteration 29Q (33496.840000 sec): 3 clusters
  Score: Raw -244628.016497 + Penalty 2485.840431 = -242142.176065
  nChanged 8
		SP:Iteration 30Q (33496.880000 sec): 3 clusters
  Score: Raw -244629.857604 + Penalty 2485.840431 = -242144.017173
  nChanged 4
		SP:Iteration 31Q (33496.920000 sec): 3 clusters
  Score: Raw -244631.791602 + Penalty 2485.840431 = -242145.951170
  nChanged 6
		SP:Iteration 32Q (33496.960000 sec): 3 clusters
  Score: Raw -244634.471850 + Penalty 2485.840431 = -242148.631419
  nChanged 8
		SP:Iteration 33Q (33497.000000 sec): 3 clusters
  Score: Raw -244636.738217 + Penalty 2485.840431 = -242150.897785
  nChanged 7
		SP:Iteration 34Q (33497.040000 sec): 3 clusters
  Score: Raw -244639.422605 + Penalty 2485.840431 = -242153.582173
  nChanged 6
		SP:Iteration 35Q (33497.080000 sec): 3 clusters
  Score: Raw -244641.776660 + Penalty 2485.840431 = -242155.936228
  nChanged 6
		SP:Iteration 36Q (33497.120000 sec): 3 clusters
  Score: Raw -244643.867627 + Penalty 2485.840431 = -242158.027196
  nChanged 4
		SP:Iteration 37Q (33497.160000 sec): 3 clusters
  Score: Raw -244646.319239 + Penalty 2485.840431 = -242160.478807
  nChanged 8
		SP:Iteration 38Q (33497.200000 sec): 3 clusters
  Score: Raw -244648.532549 + Penalty 2485.840431 = -242162.692118
  nChanged 9
		SP:Iteration 39Q (33497.240000 sec): 3 clusters
  Score: Raw -244651.959989 + Penalty 2485.840431 = -242166.119558
  nChanged 5
		SP:Iteration 40F (33497.280000 sec): 3 clusters
  Score: Raw -244653.566551 + Penalty 2485.840431 = -242167.726119
  nChanged 4
		SP:Iteration 41Q (33497.320000 sec): 3 clusters
  Score: Raw -244655.231522 + Penalty 2485.840431 = -242169.391091
  nChanged 6
		SP:Iteration 42Q (33497.360000 sec): 3 clusters
  Score: Raw -244661.615518 + Penalty 2485.840431 = -242175.775087
  nChanged 14
		SP:Iteration 43Q (33497.400000 sec): 3 clusters
  Score: Raw -244673.772822 + Penalty 2485.840431 = -242187.932391
  nChanged 21
		SP:Iteration 44Q (33497.440000 sec): 3 clusters
  Score: Raw -244690.261431 + Penalty 2485.840431 = -242204.421000
  nChanged 28
		SP:Iteration 45Q (33497.480000 sec): 3 clusters
  Score: Raw -244707.102326 + Penalty 2485.840431 = -242221.261894
  nChanged 19
		SP:Iteration 46Q (33497.520000 sec): 3 clusters
  Score: Raw -244716.615703 + Penalty 2485.840431 = -242230.775271
  nChanged 16
		SP:Iteration 47Q (33497.560000 sec): 3 clusters
  Score: Raw -244722.199198 + Penalty 2485.840431 = -242236.358767
  nChanged 13
		SP:Iteration 48Q (33497.600000 sec): 3 clusters
  Score: Raw -244726.522886 + Penalty 2485.840431 = -242240.682454
  nChanged 7
		SP:Iteration 49Q (33497.640000 sec): 3 clusters
  Score: Raw -244730.072254 + Penalty 2485.840431 = -242244.231823
  nChanged 11
		SP:Iteration 50Q (33497.680000 sec): 3 clusters
  Score: Raw -244735.059086 + Penalty 2485.840431 = -242249.218655
  nChanged 5
		SP:Iteration 51Q (33497.720000 sec): 3 clusters
  Score: Raw -244737.142809 + Penalty 2485.840431 = -242251.302377
  nChanged 7
		SP:Iteration 52Q (33497.760000 sec): 3 clusters
  Score: Raw -244739.718232 + Penalty 2485.840431 = -242253.877800
  nChanged 9
		SP:Iteration 53Q (33497.800000 sec): 3 clusters
  Score: Raw -244742.804189 + Penalty 2485.840431 = -242256.963758
  nChanged 4
		SP:Iteration 54Q (33497.840000 sec): 3 clusters
  Score: Raw -244743.403222 + Penalty 2485.840431 = -242257.562790
  nChanged 2
		SP:Iteration 55Q (33497.880000 sec): 3 clusters
  Score: Raw -244743.960175 + Penalty 2485.840431 = -242258.119743
  nChanged 5
		SP:Iteration 56Q (33497.920000 sec): 3 clusters
  Score: Raw -244745.520978 + Penalty 2485.840431 = -242259.680547
  nChanged 7
		SP:Iteration 57Q (33497.960000 sec): 3 clusters
  Score: Raw -244748.258300 + Penalty 2485.840431 = -242262.417869
  nChanged 12
		SP:Iteration 58Q (33498.010000 sec): 3 clusters
  Score: Raw -244753.592993 + Penalty 2485.840431 = -242267.752562
  nChanged 11
		SP:Iteration 59Q (33498.050000 sec): 3 clusters
  Score: Raw -244759.843942 + Penalty 2485.840431 = -242274.003511
  nChanged 10
		SP:Iteration 60F (33498.090000 sec): 3 clusters
  Score: Raw -244765.357164 + Penalty 2485.840431 = -242279.516732
  nChanged 16
		SP:Iteration 61Q (33498.130000 sec): 3 clusters
  Score: Raw -244778.788936 + Penalty 2485.840431 = -242292.948505
  nChanged 23
		SP:Iteration 62Q (33498.170000 sec): 3 clusters
  Score: Raw -244797.605910 + Penalty 2485.840431 = -242311.765479
  nChanged 24
		SP:Iteration 63Q (33498.210000 sec): 3 clusters
  Score: Raw -244816.905020 + Penalty 2485.840431 = -242331.064588
  nChanged 21
		SP:Iteration 64Q (33498.250000 sec): 3 clusters
  Score: Raw -244834.029131 + Penalty 2485.840431 = -242348.188700
  nChanged 24
		SP:Iteration 65Q (33498.290000 sec): 3 clusters
  Score: Raw -244849.033833 + Penalty 2485.840431 = -242363.193402
  nChanged 25
		SP:Iteration 66Q (33498.330000 sec): 3 clusters
  Score: Raw -244864.463493 + Penalty 2485.840431 = -242378.623061
  nChanged 19
		SP:Iteration 67Q (33498.370000 sec): 3 clusters
  Score: Raw -244875.376797 + Penalty 2485.840431 = -242389.536365
  nChanged 18
		SP:Iteration 68Q (33498.410000 sec): 3 clusters
  Score: Raw -244891.384556 + Penalty 2485.840431 = -242405.544125
  nChanged 13
		SP:Iteration 69Q (33498.450000 sec): 3 clusters
  Score: Raw -244898.421312 + Penalty 2485.840431 = -242412.580881
  nChanged 8
		SP:Iteration 70Q (33498.490000 sec): 3 clusters
  Score: Raw -244901.570708 + Penalty 2485.840431 = -242415.730277
  nChanged 6
		SP:Iteration 71Q (33498.530000 sec): 3 clusters
  Score: Raw -244904.979489 + Penalty 2485.840431 = -242419.139057
  nChanged 4
		SP:Iteration 72Q (33498.570000 sec): 3 clusters
  Score: Raw -244906.468701 + Penalty 2485.840431 = -242420.628269
  nChanged 2
		SP:Iteration 73Q (33498.610000 sec): 3 clusters
  Score: Raw -244907.259991 + Penalty 2485.840431 = -242421.419560
  nChanged 1
		SP:Iteration 74Q (33498.650000 sec): 3 clusters
  Score: Raw -244907.573375 + Penalty 2485.840431 = -242421.732943
  nChanged 2
		SP:Iteration 75Q (33498.690000 sec): 3 clusters
  Score: Raw -244908.663786 + Penalty 2485.840431 = -242422.823354
  nChanged 2
		SP:Iteration 76Q (33498.730000 sec): 3 clusters
  Score: Raw -244909.908286 + Penalty 2485.840431 = -242424.067855
  nChanged 1
		SP:Iteration 77Q (33498.770000 sec): 3 clusters
  Score: Raw -244910.144530 + Penalty 2485.840431 = -242424.304098
  nChanged 0
		SP:Iteration 78F (33498.810000 sec): 3 clusters
  Score: Raw -244910.144530 + Penalty 2485.840431 = -242424.304098
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 73 (4852 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33498.890000 sec): 2 clusters
  Score: Raw -550566.232029 + Penalty 1379.161269 = -549187.070761
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33499.010000 sec): 3 clusters
  Score: Raw -548111.722083 + Penalty 2758.322538 = -545353.399545
  nChanged 1924
		SP:Iteration 1F (33499.090000 sec): 3 clusters
  Score: Raw -549286.419330 + Penalty 2758.322538 = -546528.096792
  nChanged 416
		SP:Iteration 2F (33499.180000 sec): 3 clusters
  Score: Raw -549573.680985 + Penalty 2758.322538 = -546815.358447
  nChanged 311
		SP:Iteration 3F (33499.270000 sec): 3 clusters
  Score: Raw -549794.491679 + Penalty 2758.322538 = -547036.169141
  nChanged 277
		SP:Iteration 4F (33499.360000 sec): 3 clusters
  Score: Raw -549980.317646 + Penalty 2758.322538 = -547221.995108
  nChanged 244
		SP:Iteration 5F (33499.450000 sec): 3 clusters
  Score: Raw -550138.833597 + Penalty 2758.322538 = -547380.511059
  nChanged 216
		SP:Iteration 6Q (33499.540000 sec): 3 clusters
  Score: Raw -550266.346234 + Penalty 2758.322538 = -547508.023696
  nChanged 182
		SP:Iteration 7Q (33499.620000 sec): 3 clusters
  Score: Raw -550369.391940 + Penalty 2758.322538 = -547611.069402
  nChanged 154
		SP:Iteration 8Q (33499.710000 sec): 3 clusters
  Score: Raw -550457.873750 + Penalty 2758.322538 = -547699.551213
  nChanged 150
		SP:Iteration 9Q (33499.800000 sec): 3 clusters
  Score: Raw -550560.504101 + Penalty 2758.322538 = -547802.181563
  nChanged 118
		SP:Iteration 10Q (33499.880000 sec): 3 clusters
  Score: Raw -550643.592683 + Penalty 2758.322538 = -547885.270145
  nChanged 100
		SP:Iteration 11Q (33499.970000 sec): 3 clusters
  Score: Raw -550706.962453 + Penalty 2758.322538 = -547948.639916
  nChanged 97
		SP:Iteration 12Q (33500.050000 sec): 3 clusters
  Score: Raw -550768.019551 + Penalty 2758.322538 = -548009.697013
  nChanged 103
		SP:Iteration 13Q (33500.140000 sec): 3 clusters
  Score: Raw -550829.166651 + Penalty 2758.322538 = -548070.844113
  nChanged 90
		SP:Iteration 14Q (33500.220000 sec): 3 clusters
  Score: Raw -550873.290538 + Penalty 2758.322538 = -548114.968000
  nChanged 73
		SP:Iteration 15Q (33500.310000 sec): 3 clusters
  Score: Raw -550905.246669 + Penalty 2758.322538 = -548146.924131
  nChanged 61
		SP:Iteration 16Q (33500.400000 sec): 3 clusters
  Score: Raw -550934.201146 + Penalty 2758.322538 = -548175.878608
  nChanged 60
		SP:Iteration 17Q (33500.480000 sec): 3 clusters
  Score: Raw -550964.043837 + Penalty 2758.322538 = -548205.721299
  nChanged 51
		SP:Iteration 18Q (33500.570000 sec): 3 clusters
  Score: Raw -550985.262868 + Penalty 2758.322538 = -548226.940330
  nChanged 33
		SP:Iteration 19Q (33500.660000 sec): 3 clusters
  Score: Raw -550999.938543 + Penalty 2758.322538 = -548241.616005
  nChanged 23
		SP:Iteration 20F (33500.740000 sec): 3 clusters
  Score: Raw -551009.036131 + Penalty 2758.322538 = -548250.713593
  nChanged 18
		SP:Iteration 21Q (33500.830000 sec): 3 clusters
  Score: Raw -551015.619982 + Penalty 2758.322538 = -548257.297444
  nChanged 17
		SP:Iteration 22Q (33500.910000 sec): 3 clusters
  Score: Raw -551020.943438 + Penalty 2758.322538 = -548262.620900
  nChanged 13
		SP:Iteration 23Q (33501.000000 sec): 3 clusters
  Score: Raw -551024.647941 + Penalty 2758.322538 = -548266.325403
  nChanged 7
		SP:Iteration 24Q (33501.080000 sec): 3 clusters
  Score: Raw -551027.717658 + Penalty 2758.322538 = -548269.395121
  nChanged 9
		SP:Iteration 25Q (33501.170000 sec): 3 clusters
  Score: Raw -551030.601543 + Penalty 2758.322538 = -548272.279005
  nChanged 7
		SP:Iteration 26Q (33501.260000 sec): 3 clusters
  Score: Raw -551032.693528 + Penalty 2758.322538 = -548274.370990
  nChanged 6
		SP:Iteration 27Q (33501.340000 sec): 3 clusters
  Score: Raw -551034.805630 + Penalty 2758.322538 = -548276.483092
  nChanged 7
		SP:Iteration 28Q (33501.420000 sec): 3 clusters
  Score: Raw -551037.880004 + Penalty 2758.322538 = -548279.557467
  nChanged 6
		SP:Iteration 29Q (33501.510000 sec): 3 clusters
  Score: Raw -551040.486045 + Penalty 2758.322538 = -548282.163507
  nChanged 3
		SP:Iteration 30Q (33501.600000 sec): 3 clusters
  Score: Raw -551042.134767 + Penalty 2758.322538 = -548283.812229
  nChanged 1
		SP:Iteration 31Q (33501.680000 sec): 3 clusters
  Score: Raw -551042.535756 + Penalty 2758.322538 = -548284.213218
  nChanged 2
		SP:Iteration 32Q (33501.760000 sec): 3 clusters
  Score: Raw -551043.194566 + Penalty 2758.322538 = -548284.872028
  nChanged 1
		SP:Iteration 33Q (33501.850000 sec): 3 clusters
  Score: Raw -551043.343957 + Penalty 2758.322538 = -548285.021419
  nChanged 1
		SP:Iteration 34Q (33501.930000 sec): 3 clusters
  Score: Raw -551043.659295 + Penalty 2758.322538 = -548285.336757
  nChanged 1
		SP:Iteration 35Q (33502.020000 sec): 3 clusters
  Score: Raw -551043.893396 + Penalty 2758.322538 = -548285.570858
  nChanged 1
		SP:Iteration 36Q (33502.100000 sec): 3 clusters
  Score: Raw -551044.159638 + Penalty 2758.322538 = -548285.837100
  nChanged 0
		SP:Iteration 37F (33502.190000 sec): 3 clusters
  Score: Raw -551044.159638 + Penalty 2758.322538 = -548285.837100
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 74 (17319 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33502.400000 sec): 2 clusters
  Score: Raw -1936077.803028 + Penalty 1585.928410 = -1934491.874618
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33502.680000 sec): 3 clusters
  Score: Raw -1925773.506983 + Penalty 3171.856819 = -1922601.650164
  nChanged 7680
		SP:Iteration 1F (33502.910000 sec): 3 clusters
  Score: Raw -1930362.356489 + Penalty 3171.856819 = -1927190.499670
  nChanged 1171
		SP:Iteration 2F (33503.190000 sec): 3 clusters
  Score: Raw -1930977.096870 + Penalty 3171.856819 = -1927805.240051
  nChanged 1119
		SP:Iteration 3F (33503.430000 sec): 3 clusters
  Score: Raw -1931593.786130 + Penalty 3171.856819 = -1928421.929311
  nChanged 1045
		SP:Iteration 4F (33503.690000 sec): 3 clusters
  Score: Raw -1932185.914764 + Penalty 3171.856819 = -1929014.057945
  nChanged 992
		SP:Iteration 5F (33503.940000 sec): 3 clusters
  Score: Raw -1932699.720822 + Penalty 3171.856819 = -1929527.864003
  nChanged 868
		SP:Iteration 6F (33504.170000 sec): 3 clusters
  Score: Raw -1933116.419755 + Penalty 3171.856819 = -1929944.562935
  nChanged 769
		SP:Iteration 7Q (33504.410000 sec): 3 clusters
  Score: Raw -1933499.092841 + Penalty 3171.856819 = -1930327.236022
  nChanged 742
		SP:Iteration 8Q (33504.670000 sec): 3 clusters
  Score: Raw -1933871.388352 + Penalty 3171.856819 = -1930699.531533
  nChanged 680
		SP:Iteration 9Q (33504.910000 sec): 3 clusters
  Score: Raw -1934224.493892 + Penalty 3171.856819 = -1931052.637073
  nChanged 640
		SP:Iteration 10Q (33505.170000 sec): 3 clusters
  Score: Raw -1934554.739333 + Penalty 3171.856819 = -1931382.882513
  nChanged 574
		SP:Iteration 11Q (33505.450000 sec): 3 clusters
  Score: Raw -1934866.132664 + Penalty 3171.856819 = -1931694.275844
  nChanged 559
		SP:Iteration 12Q (33505.670000 sec): 3 clusters
  Score: Raw -1935191.242263 + Penalty 3171.856819 = -1932019.385444
  nChanged 493
		SP:Iteration 13Q (33505.950000 sec): 3 clusters
  Score: Raw -1935468.607062 + Penalty 3171.856819 = -1932296.750243
  nChanged 424
		SP:Iteration 14Q (33506.180000 sec): 3 clusters
  Score: Raw -1935705.490628 + Penalty 3171.856819 = -1932533.633809
  nChanged 392
		SP:Iteration 15Q (33506.440000 sec): 3 clusters
  Score: Raw -1935921.312312 + Penalty 3171.856819 = -1932749.455493
  nChanged 350
		SP:Iteration 16Q (33506.680000 sec): 3 clusters
  Score: Raw -1936102.568874 + Penalty 3171.856819 = -1932930.712055
  nChanged 293
		SP:Iteration 17Q (33506.930000 sec): 3 clusters
  Score: Raw -1936250.635424 + Penalty 3171.856819 = -1933078.778605
  nChanged 244
		SP:Iteration 18Q (33507.140000 sec): 3 clusters
  Score: Raw -1936361.803301 + Penalty 3171.856819 = -1933189.946482
  nChanged 210
		SP:Iteration 19Q (33507.410000 sec): 3 clusters
  Score: Raw -1936454.047560 + Penalty 3171.856819 = -1933282.190741
  nChanged 152
		SP:Iteration 20F (33507.640000 sec): 3 clusters
  Score: Raw -1936523.582272 + Penalty 3171.856819 = -1933351.725453
  nChanged 120
		SP:Iteration 21Q (33507.900000 sec): 3 clusters
  Score: Raw -1936573.040933 + Penalty 3171.856819 = -1933401.184114
  nChanged 99
		SP:Iteration 22Q (33508.110000 sec): 3 clusters
  Score: Raw -1936612.755963 + Penalty 3171.856819 = -1933440.899144
  nChanged 85
		SP:Iteration 23Q (33508.330000 sec): 3 clusters
  Score: Raw -1936642.955033 + Penalty 3171.856819 = -1933471.098214
  nChanged 67
		SP:Iteration 24Q (33508.570000 sec): 3 clusters
  Score: Raw -1936667.535212 + Penalty 3171.856819 = -1933495.678392
  nChanged 55
		SP:Iteration 25Q (33508.780000 sec): 3 clusters
  Score: Raw -1936685.196804 + Penalty 3171.856819 = -1933513.339985
  nChanged 47
		SP:Iteration 26Q (33509.000000 sec): 3 clusters
  Score: Raw -1936698.480091 + Penalty 3171.856819 = -1933526.623272
  nChanged 43
		SP:Iteration 27Q (33509.240000 sec): 3 clusters
  Score: Raw -1936711.341472 + Penalty 3171.856819 = -1933539.484652
  nChanged 40
		SP:Iteration 28Q (33509.450000 sec): 3 clusters
  Score: Raw -1936724.364032 + Penalty 3171.856819 = -1933552.507213
  nChanged 41
		SP:Iteration 29Q (33509.660000 sec): 3 clusters
  Score: Raw -1936737.658061 + Penalty 3171.856819 = -1933565.801241
  nChanged 36
		SP:Iteration 30Q (33509.900000 sec): 3 clusters
  Score: Raw -1936749.674227 + Penalty 3171.856819 = -1933577.817408
  nChanged 33
		SP:Iteration 31Q (33510.110000 sec): 3 clusters
  Score: Raw -1936761.460935 + Penalty 3171.856819 = -1933589.604116
  nChanged 31
		SP:Iteration 32Q (33510.310000 sec): 3 clusters
  Score: Raw -1936772.999934 + Penalty 3171.856819 = -1933601.143115
  nChanged 26
		SP:Iteration 33Q (33510.520000 sec): 3 clusters
  Score: Raw -1936782.841055 + Penalty 3171.856819 = -1933610.984235
  nChanged 24
		SP:Iteration 34Q (33510.760000 sec): 3 clusters
  Score: Raw -1936795.367462 + Penalty 3171.856819 = -1933623.510643
  nChanged 30
		SP:Iteration 35Q (33510.970000 sec): 3 clusters
  Score: Raw -1936816.676550 + Penalty 3171.856819 = -1933644.819731
  nChanged 30
		SP:Iteration 36Q (33511.180000 sec): 3 clusters
  Score: Raw -1936842.940480 + Penalty 3171.856819 = -1933671.083661
  nChanged 33
		SP:Iteration 37Q (33511.440000 sec): 3 clusters
  Score: Raw -1936865.631719 + Penalty 3171.856819 = -1933693.774900
  nChanged 31
		SP:Iteration 38Q (33511.640000 sec): 3 clusters
  Score: Raw -1936882.586920 + Penalty 3171.856819 = -1933710.730101
  nChanged 24
		SP:Iteration 39Q (33511.860000 sec): 3 clusters
  Score: Raw -1936895.339696 + Penalty 3171.856819 = -1933723.482876
  nChanged 30
		SP:Iteration 40F (33512.120000 sec): 3 clusters
  Score: Raw -1936914.167651 + Penalty 3171.856819 = -1933742.310832
  nChanged 27
		SP:Iteration 41Q (33512.330000 sec): 3 clusters
  Score: Raw -1936924.443859 + Penalty 3171.856819 = -1933752.587040
  nChanged 22
		SP:Iteration 42Q (33512.540000 sec): 3 clusters
  Score: Raw -1936931.550041 + Penalty 3171.856819 = -1933759.693222
  nChanged 22
		SP:Iteration 43Q (33512.780000 sec): 3 clusters
  Score: Raw -1936937.460035 + Penalty 3171.856819 = -1933765.603216
  nChanged 15
		SP:Iteration 44Q (33512.980000 sec): 3 clusters
  Score: Raw -1936941.702573 + Penalty 3171.856819 = -1933769.845754
  nChanged 13
		SP:Iteration 45Q (33513.200000 sec): 3 clusters
  Score: Raw -1936946.271976 + Penalty 3171.856819 = -1933774.415157
  nChanged 16
		SP:Iteration 46Q (33513.460000 sec): 3 clusters
  Score: Raw -1936950.537520 + Penalty 3171.856819 = -1933778.680701
  nChanged 7
		SP:Iteration 47Q (33513.660000 sec): 3 clusters
  Score: Raw -1936953.343615 + Penalty 3171.856819 = -1933781.486796
  nChanged 9
		SP:Iteration 48Q (33513.870000 sec): 3 clusters
  Score: Raw -1936955.525859 + Penalty 3171.856819 = -1933783.669040
  nChanged 5
		SP:Iteration 49Q (33514.130000 sec): 3 clusters
  Score: Raw -1936957.621399 + Penalty 3171.856819 = -1933785.764580
  nChanged 6
		SP:Iteration 50Q (33514.340000 sec): 3 clusters
  Score: Raw -1936959.273225 + Penalty 3171.856819 = -1933787.416405
  nChanged 5
		SP:Iteration 51Q (33514.550000 sec): 3 clusters
  Score: Raw -1936961.081594 + Penalty 3171.856819 = -1933789.224774
  nChanged 6
		SP:Iteration 52Q (33514.820000 sec): 3 clusters
  Score: Raw -1936962.816202 + Penalty 3171.856819 = -1933790.959383
  nChanged 8
		SP:Iteration 53Q (33515.020000 sec): 3 clusters
  Score: Raw -1936964.921918 + Penalty 3171.856819 = -1933793.065099
  nChanged 3
		SP:Iteration 54Q (33515.220000 sec): 3 clusters
  Score: Raw -1936965.459348 + Penalty 3171.856819 = -1933793.602529
  nChanged 3
		SP:Iteration 55Q (33515.490000 sec): 3 clusters
  Score: Raw -1936966.203640 + Penalty 3171.856819 = -1933794.346821
  nChanged 3
		SP:Iteration 56Q (33515.690000 sec): 3 clusters
  Score: Raw -1936966.764421 + Penalty 3171.856819 = -1933794.907602
  nChanged 1
		SP:Iteration 57Q (33515.920000 sec): 3 clusters
  Score: Raw -1936966.910402 + Penalty 3171.856819 = -1933795.053582
  nChanged 1
		SP:Iteration 58Q (33516.120000 sec): 3 clusters
  Score: Raw -1936967.028350 + Penalty 3171.856819 = -1933795.171531
  nChanged 0
		SP:Iteration 59F (33516.370000 sec): 3 clusters
  Score: Raw -1936967.028350 + Penalty 3171.856819 = -1933795.171531
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 75 (1830 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33516.430000 sec): 2 clusters
  Score: Raw -205373.107448 + Penalty 1220.711577 = -204152.395870
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33516.470000 sec): 3 clusters
  Score: Raw -204656.243881 + Penalty 2441.423155 = -202214.820726
  nChanged 627
		SP:Iteration 1F (33516.510000 sec): 3 clusters
  Score: Raw -205150.754087 + Penalty 2441.423155 = -202709.330932
  nChanged 170
		SP:Iteration 2F (33516.550000 sec): 3 clusters
  Score: Raw -205301.719811 + Penalty 2441.423155 = -202860.296656
  nChanged 104
		SP:Iteration 3F (33516.580000 sec): 3 clusters
  Score: Raw -205389.082939 + Penalty 2441.423155 = -202947.659784
  nChanged 70
		SP:Iteration 4Q (33516.620000 sec): 3 clusters
  Score: Raw -205447.400882 + Penalty 2441.423155 = -203005.977727
  nChanged 64
		SP:Iteration 5Q (33516.650000 sec): 3 clusters
  Score: Raw -205504.631399 + Penalty 2441.423155 = -203063.208244
  nChanged 57
		SP:Iteration 6Q (33516.690000 sec): 3 clusters
  Score: Raw -205553.593071 + Penalty 2441.423155 = -203112.169916
  nChanged 52
		SP:Iteration 7Q (33516.720000 sec): 3 clusters
  Score: Raw -205599.677608 + Penalty 2441.423155 = -203158.254453
  nChanged 46
		SP:Iteration 8Q (33516.750000 sec): 3 clusters
  Score: Raw -205639.257430 + Penalty 2441.423155 = -203197.834275
  nChanged 35
		SP:Iteration 9Q (33516.790000 sec): 3 clusters
  Score: Raw -205678.851876 + Penalty 2441.423155 = -203237.428721
  nChanged 35
		SP:Iteration 10Q (33516.820000 sec): 3 clusters
  Score: Raw -205716.886519 + Penalty 2441.423155 = -203275.463364
  nChanged 36
		SP:Iteration 11Q (33516.850000 sec): 3 clusters
  Score: Raw -205754.749820 + Penalty 2441.423155 = -203313.326665
  nChanged 41
		SP:Iteration 12Q (33516.880000 sec): 3 clusters
  Score: Raw -205807.476247 + Penalty 2441.423155 = -203366.053092
  nChanged 49
		SP:Iteration 13Q (33516.920000 sec): 3 clusters
  Score: Raw -205865.915009 + Penalty 2441.423155 = -203424.491854
  nChanged 50
		SP:Iteration 14Q (33516.950000 sec): 3 clusters
  Score: Raw -205929.689407 + Penalty 2441.423155 = -203488.266252
  nChanged 45
		SP:Iteration 15Q (33516.980000 sec): 3 clusters
  Score: Raw -205983.721532 + Penalty 2441.423155 = -203542.298378
  nChanged 40
		SP:Iteration 16Q (33517.020000 sec): 3 clusters
  Score: Raw -206031.088556 + Penalty 2441.423155 = -203589.665401
  nChanged 39
		SP:Iteration 17Q (33517.050000 sec): 3 clusters
  Score: Raw -206070.603429 + Penalty 2441.423155 = -203629.180274
  nChanged 30
		SP:Iteration 18Q (33517.080000 sec): 3 clusters
  Score: Raw -206100.427108 + Penalty 2441.423155 = -203659.003953
  nChanged 26
		SP:Iteration 19Q (33517.110000 sec): 3 clusters
  Score: Raw -206127.502832 + Penalty 2441.423155 = -203686.079677
  nChanged 18
		SP:Iteration 20F (33517.150000 sec): 3 clusters
  Score: Raw -206145.989674 + Penalty 2441.423155 = -203704.566519
  nChanged 18
		SP:Iteration 21Q (33517.180000 sec): 3 clusters
  Score: Raw -206162.698050 + Penalty 2441.423155 = -203721.274895
  nChanged 14
		SP:Iteration 22Q (33517.210000 sec): 3 clusters
  Score: Raw -206171.904548 + Penalty 2441.423155 = -203730.481393
  nChanged 8
		SP:Iteration 23Q (33517.240000 sec): 3 clusters
  Score: Raw -206174.296550 + Penalty 2441.423155 = -203732.873395
  nChanged 0
		SP:Iteration 24F (33517.280000 sec): 3 clusters
  Score: Raw -206174.296550 + Penalty 2441.423155 = -203732.873395
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 76 (2060 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33517.340000 sec): 2 clusters
  Score: Raw -231024.371695 + Penalty 1239.949955 = -229784.421740
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33517.380000 sec): 3 clusters
  Score: Raw -230152.295677 + Penalty 2479.899910 = -227672.395767
  nChanged 743
		SP:Iteration 1F (33517.420000 sec): 3 clusters
  Score: Raw -230779.821849 + Penalty 2479.899910 = -228299.921939
  nChanged 232
		SP:Iteration 2F (33517.460000 sec): 3 clusters
  Score: Raw -231016.095957 + Penalty 2479.899910 = -228536.196047
  nChanged 130
		SP:Iteration 3F (33517.500000 sec): 3 clusters
  Score: Raw -231134.993947 + Penalty 2479.899910 = -228655.094037
  nChanged 82
		SP:Iteration 4Q (33517.540000 sec): 3 clusters
  Score: Raw -231212.145246 + Penalty 2479.899910 = -228732.245336
  nChanged 67
		SP:Iteration 5Q (33517.570000 sec): 3 clusters
  Score: Raw -231276.878276 + Penalty 2479.899910 = -228796.978366
  nChanged 40
		SP:Iteration 6Q (33517.610000 sec): 3 clusters
  Score: Raw -231306.009686 + Penalty 2479.899910 = -228826.109776
  nChanged 31
		SP:Iteration 7Q (33517.650000 sec): 3 clusters
  Score: Raw -231334.202795 + Penalty 2479.899910 = -228854.302885
  nChanged 42
		SP:Iteration 8Q (33517.680000 sec): 3 clusters
  Score: Raw -231371.826950 + Penalty 2479.899910 = -228891.927040
  nChanged 37
		SP:Iteration 9Q (33517.720000 sec): 3 clusters
  Score: Raw -231400.054522 + Penalty 2479.899910 = -228920.154612
  nChanged 24
		SP:Iteration 10Q (33517.760000 sec): 3 clusters
  Score: Raw -231414.664033 + Penalty 2479.899910 = -228934.764123
  nChanged 21
		SP:Iteration 11Q (33517.800000 sec): 3 clusters
  Score: Raw -231431.551078 + Penalty 2479.899910 = -228951.651168
  nChanged 23
		SP:Iteration 12Q (33517.840000 sec): 3 clusters
  Score: Raw -231451.083392 + Penalty 2479.899910 = -228971.183482
  nChanged 22
		SP:Iteration 13Q (33517.870000 sec): 3 clusters
  Score: Raw -231468.570689 + Penalty 2479.899910 = -228988.670779
  nChanged 20
		SP:Iteration 14Q (33517.910000 sec): 3 clusters
  Score: Raw -231485.460081 + Penalty 2479.899910 = -229005.560171
  nChanged 20
		SP:Iteration 15Q (33517.940000 sec): 3 clusters
  Score: Raw -231503.248003 + Penalty 2479.899910 = -229023.348093
  nChanged 18
		SP:Iteration 16Q (33517.980000 sec): 3 clusters
  Score: Raw -231516.510696 + Penalty 2479.899910 = -229036.610786
  nChanged 24
		SP:Iteration 17Q (33518.020000 sec): 3 clusters
  Score: Raw -231538.555843 + Penalty 2479.899910 = -229058.655933
  nChanged 25
		SP:Iteration 18Q (33518.060000 sec): 3 clusters
  Score: Raw -231559.826985 + Penalty 2479.899910 = -229079.927075
  nChanged 23
		SP:Iteration 19Q (33518.100000 sec): 3 clusters
  Score: Raw -231581.778259 + Penalty 2479.899910 = -229101.878349
  nChanged 19
		SP:Iteration 20F (33518.130000 sec): 3 clusters
  Score: Raw -231610.502421 + Penalty 2479.899910 = -229130.602511
  nChanged 26
		SP:Iteration 21Q (33518.170000 sec): 3 clusters
  Score: Raw -231640.225443 + Penalty 2479.899910 = -229160.325533
  nChanged 28
		SP:Iteration 22Q (33518.210000 sec): 3 clusters
  Score: Raw -231672.219258 + Penalty 2479.899910 = -229192.319348
  nChanged 26
		SP:Iteration 23Q (33518.240000 sec): 3 clusters
  Score: Raw -231694.520265 + Penalty 2479.899910 = -229214.620355
  nChanged 29
		SP:Iteration 24Q (33518.280000 sec): 3 clusters
  Score: Raw -231728.771962 + Penalty 2479.899910 = -229248.872052
  nChanged 24
		SP:Iteration 25Q (33518.320000 sec): 3 clusters
  Score: Raw -231751.529720 + Penalty 2479.899910 = -229271.629810
  nChanged 22
		SP:Iteration 26Q (33518.350000 sec): 3 clusters
  Score: Raw -231774.846105 + Penalty 2479.899910 = -229294.946195
  nChanged 24
		SP:Iteration 27Q (33518.390000 sec): 3 clusters
  Score: Raw -231805.129762 + Penalty 2479.899910 = -229325.229852
  nChanged 20
		SP:Iteration 28Q (33518.420000 sec): 3 clusters
  Score: Raw -231827.033577 + Penalty 2479.899910 = -229347.133667
  nChanged 21
		SP:Iteration 29Q (33518.460000 sec): 3 clusters
  Score: Raw -231849.910531 + Penalty 2479.899910 = -229370.010621
  nChanged 19
		SP:Iteration 30Q (33518.500000 sec): 3 clusters
  Score: Raw -231863.625858 + Penalty 2479.899910 = -229383.725948
  nChanged 10
		SP:Iteration 31Q (33518.540000 sec): 3 clusters
  Score: Raw -231871.020592 + Penalty 2479.899910 = -229391.120682
  nChanged 13
		SP:Iteration 32Q (33518.570000 sec): 3 clusters
  Score: Raw -231880.058439 + Penalty 2479.899910 = -229400.158528
  nChanged 9
		SP:Iteration 33Q (33518.610000 sec): 3 clusters
  Score: Raw -231889.462677 + Penalty 2479.899910 = -229409.562767
  nChanged 10
		SP:Iteration 34Q (33518.640000 sec): 3 clusters
  Score: Raw -231901.269359 + Penalty 2479.899910 = -229421.369449
  nChanged 7
		SP:Iteration 35Q (33518.680000 sec): 3 clusters
  Score: Raw -231909.798933 + Penalty 2479.899910 = -229429.899023
  nChanged 8
		SP:Iteration 36Q (33518.720000 sec): 3 clusters
  Score: Raw -231922.070715 + Penalty 2479.899910 = -229442.170805
  nChanged 16
		SP:Iteration 37Q (33518.750000 sec): 3 clusters
  Score: Raw -231946.379341 + Penalty 2479.899910 = -229466.479431
  nChanged 20
		SP:Iteration 38Q (33518.790000 sec): 3 clusters
  Score: Raw -231983.427655 + Penalty 2479.899910 = -229503.527745
  nChanged 20
		SP:Iteration 39Q (33518.820000 sec): 3 clusters
  Score: Raw -232027.685947 + Penalty 2479.899910 = -229547.786036
  nChanged 15
		SP:Iteration 40F (33518.860000 sec): 3 clusters
  Score: Raw -232083.808259 + Penalty 2479.899910 = -229603.908349
  nChanged 17
		SP:Iteration 41Q (33518.900000 sec): 3 clusters
  Score: Raw -232112.955899 + Penalty 2479.899910 = -229633.055989
  nChanged 16
		SP:Iteration 42Q (33518.930000 sec): 3 clusters
  Score: Raw -232126.657692 + Penalty 2479.899910 = -229646.757782
  nChanged 5
		SP:Iteration 43Q (33518.970000 sec): 3 clusters
  Score: Raw -232129.485871 + Penalty 2479.899910 = -229649.585961
  nChanged 3
		SP:Iteration 44Q (33519.000000 sec): 3 clusters
  Score: Raw -232130.621337 + Penalty 2479.899910 = -229650.721427
  nChanged 3
		SP:Iteration 45Q (33519.040000 sec): 3 clusters
  Score: Raw -232133.153803 + Penalty 2479.899910 = -229653.253893
  nChanged 3
		SP:Iteration 46Q (33519.080000 sec): 3 clusters
  Score: Raw -232134.382935 + Penalty 2479.899910 = -229654.483025
  nChanged 0
		SP:Iteration 47F (33519.110000 sec): 3 clusters
  Score: Raw -232134.382935 + Penalty 2479.899910 = -229654.483025
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 77 (438 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33519.170000 sec): 2 clusters
  Score: Raw -50577.353863 + Penalty 988.360573 = -49588.993290
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33519.180000 sec): 3 clusters
  Score: Raw -50565.994126 + Penalty 1976.721146 = -48589.272981
  nChanged 99
		SP:Iteration 1F (33519.190000 sec): 3 clusters
  Score: Raw -50710.541581 + Penalty 1976.721146 = -48733.820435
  nChanged 15
		SP:Iteration 2Q (33519.200000 sec): 3 clusters
  Score: Raw -50736.706103 + Penalty 1976.721146 = -48759.984957
  nChanged 10
		SP:Iteration 3Q (33519.200000 sec): 3 clusters
  Score: Raw -50754.694310 + Penalty 1976.721146 = -48777.973164
  nChanged 6
		SP:Iteration 4Q (33519.220000 sec): 3 clusters
  Score: Raw -50760.706342 + Penalty 1976.721146 = -48783.985197
  nChanged 5
		SP:Iteration 5Q (33519.220000 sec): 3 clusters
  Score: Raw -50773.840001 + Penalty 1976.721146 = -48797.118855
  nChanged 3
		SP:Iteration 6Q (33519.230000 sec): 3 clusters
  Score: Raw -50779.079644 + Penalty 1976.721146 = -48802.358498
  nChanged 2
		SP:Iteration 7Q (33519.240000 sec): 3 clusters
  Score: Raw -50783.143464 + Penalty 1976.721146 = -48806.422319
  nChanged 2
		SP:Iteration 8Q (33519.250000 sec): 3 clusters
  Score: Raw -50784.302221 + Penalty 1976.721146 = -48807.581075
  nChanged 2
		SP:Iteration 9Q (33519.260000 sec): 3 clusters
  Score: Raw -50785.860939 + Penalty 1976.721146 = -48809.139793
  nChanged 2
		SP:Iteration 10Q (33519.270000 sec): 3 clusters
  Score: Raw -50787.439441 + Penalty 1976.721146 = -48810.718296
  nChanged 1
		SP:Iteration 11Q (33519.280000 sec): 3 clusters
  Score: Raw -50788.411969 + Penalty 1976.721146 = -48811.690823
  nChanged 0
		SP:Iteration 12F (33519.290000 sec): 3 clusters
  Score: Raw -50788.411969 + Penalty 1976.721146 = -48811.690823
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 78 (1606 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33519.350000 sec): 2 clusters
  Score: Raw -181198.517025 + Penalty 1199.494058 = -179999.022967
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33519.380000 sec): 3 clusters
  Score: Raw -180560.095894 + Penalty 2398.988116 = -178161.107778
  nChanged 543
		SP:Iteration 1F (33519.410000 sec): 3 clusters
  Score: Raw -181001.477515 + Penalty 2398.988116 = -178602.489400
  nChanged 156
		SP:Iteration 2F (33519.440000 sec): 3 clusters
  Score: Raw -181233.193308 + Penalty 2398.988116 = -178834.205192
  nChanged 120
		SP:Iteration 3F (33519.470000 sec): 3 clusters
  Score: Raw -181477.247731 + Penalty 2398.988116 = -179078.259615
  nChanged 112
		SP:Iteration 4F (33519.500000 sec): 3 clusters
  Score: Raw -181744.026276 + Penalty 2398.988116 = -179345.038161
  nChanged 86
		SP:Iteration 5F (33519.530000 sec): 3 clusters
  Score: Raw -181932.420635 + Penalty 2398.988116 = -179533.432519
  nChanged 62
		SP:Iteration 6Q (33519.560000 sec): 3 clusters
  Score: Raw -182018.139120 + Penalty 2398.988116 = -179619.151004
  nChanged 53
		SP:Iteration 7Q (33519.590000 sec): 3 clusters
  Score: Raw -182083.797445 + Penalty 2398.988116 = -179684.809329
  nChanged 42
		SP:Iteration 8Q (33519.620000 sec): 3 clusters
  Score: Raw -182147.618639 + Penalty 2398.988116 = -179748.630524
  nChanged 40
		SP:Iteration 9Q (33519.650000 sec): 3 clusters
  Score: Raw -182209.303000 + Penalty 2398.988116 = -179810.314885
  nChanged 43
		SP:Iteration 10Q (33519.680000 sec): 3 clusters
  Score: Raw -182286.797880 + Penalty 2398.988116 = -179887.809764
  nChanged 36
		SP:Iteration 11Q (33519.710000 sec): 3 clusters
  Score: Raw -182365.664944 + Penalty 2398.988116 = -179966.676828
  nChanged 42
		SP:Iteration 12Q (33519.740000 sec): 3 clusters
  Score: Raw -182418.266987 + Penalty 2398.988116 = -180019.278872
  nChanged 25
		SP:Iteration 13Q (33519.760000 sec): 3 clusters
  Score: Raw -182444.640086 + Penalty 2398.988116 = -180045.651970
  nChanged 19
		SP:Iteration 14Q (33519.790000 sec): 3 clusters
  Score: Raw -182474.964080 + Penalty 2398.988116 = -180075.975964
  nChanged 18
		SP:Iteration 15Q (33519.820000 sec): 3 clusters
  Score: Raw -182500.468864 + Penalty 2398.988116 = -180101.480748
  nChanged 12
		SP:Iteration 16Q (33519.850000 sec): 3 clusters
  Score: Raw -182515.516523 + Penalty 2398.988116 = -180116.528407
  nChanged 12
		SP:Iteration 17Q (33519.880000 sec): 3 clusters
  Score: Raw -182537.354560 + Penalty 2398.988116 = -180138.366444
  nChanged 11
		SP:Iteration 18Q (33519.910000 sec): 3 clusters
  Score: Raw -182558.995831 + Penalty 2398.988116 = -180160.007715
  nChanged 15
		SP:Iteration 19Q (33519.940000 sec): 3 clusters
  Score: Raw -182577.453340 + Penalty 2398.988116 = -180178.465225
  nChanged 11
		SP:Iteration 20F (33519.970000 sec): 3 clusters
  Score: Raw -182589.057012 + Penalty 2398.988116 = -180190.068896
  nChanged 8
		SP:Iteration 21Q (33520.000000 sec): 3 clusters
  Score: Raw -182597.536955 + Penalty 2398.988116 = -180198.548840
  nChanged 3
		SP:Iteration 22Q (33520.020000 sec): 3 clusters
  Score: Raw -182603.419632 + Penalty 2398.988116 = -180204.431516
  nChanged 1
		SP:Iteration 23Q (33520.050000 sec): 3 clusters
  Score: Raw -182604.384626 + Penalty 2398.988116 = -180205.396511
  nChanged 1
		SP:Iteration 24Q (33520.080000 sec): 3 clusters
  Score: Raw -182604.743483 + Penalty 2398.988116 = -180205.755367
  nChanged 0
		SP:Iteration 25F (33520.110000 sec): 3 clusters
  Score: Raw -182604.743483 + Penalty 2398.988116 = -180205.755367
  nChanged 0
  Score: Raw -119086495.717744 + Penalty 252041.086431 = -118834454.631313

Splitting cluster 78 changes total score from -118815327.063226 to -118834454.631313

 So it's getting split into cluster 112.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 79 (3851 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33860.840000 sec): 2 clusters
  Score: Raw -453273.149384 + Penalty 1341.614322 = -451931.535063
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33860.930000 sec): 3 clusters
  Score: Raw -451386.956961 + Penalty 2683.228643 = -448703.728318
  nChanged 1492
		SP:Iteration 1F (33861.000000 sec): 3 clusters
  Score: Raw -452364.217462 + Penalty 2683.228643 = -449680.988818
  nChanged 328
		SP:Iteration 2F (33861.070000 sec): 3 clusters
  Score: Raw -452634.461702 + Penalty 2683.228643 = -449951.233058
  nChanged 251
		SP:Iteration 3F (33861.140000 sec): 3 clusters
  Score: Raw -452850.406747 + Penalty 2683.228643 = -450167.178103
  nChanged 202
		SP:Iteration 4F (33861.210000 sec): 3 clusters
  Score: Raw -453052.145717 + Penalty 2683.228643 = -450368.917073
  nChanged 214
		SP:Iteration 5F (33861.280000 sec): 3 clusters
  Score: Raw -453251.036303 + Penalty 2683.228643 = -450567.807659
  nChanged 195
		SP:Iteration 6F (33861.350000 sec): 3 clusters
  Score: Raw -453429.831780 + Penalty 2683.228643 = -450746.603136
  nChanged 176
		SP:Iteration 7Q (33861.420000 sec): 3 clusters
  Score: Raw -453546.102692 + Penalty 2683.228643 = -450862.874048
  nChanged 169
		SP:Iteration 8Q (33861.490000 sec): 3 clusters
  Score: Raw -453667.985768 + Penalty 2683.228643 = -450984.757124
  nChanged 174
		SP:Iteration 9Q (33861.550000 sec): 3 clusters
  Score: Raw -453820.332665 + Penalty 2683.228643 = -451137.104022
  nChanged 129
		SP:Iteration 10Q (33861.620000 sec): 3 clusters
  Score: Raw -453911.799375 + Penalty 2683.228643 = -451228.570732
  nChanged 104
		SP:Iteration 11Q (33861.690000 sec): 3 clusters
  Score: Raw -453989.169061 + Penalty 2683.228643 = -451305.940418
  nChanged 102
		SP:Iteration 12Q (33861.760000 sec): 3 clusters
  Score: Raw -454041.827961 + Penalty 2683.228643 = -451358.599318
  nChanged 55
		SP:Iteration 13Q (33861.830000 sec): 3 clusters
  Score: Raw -454063.069959 + Penalty 2683.228643 = -451379.841315
  nChanged 41
		SP:Iteration 14Q (33861.900000 sec): 3 clusters
  Score: Raw -454078.193461 + Penalty 2683.228643 = -451394.964817
  nChanged 23
		SP:Iteration 15Q (33861.970000 sec): 3 clusters
  Score: Raw -454089.830859 + Penalty 2683.228643 = -451406.602216
  nChanged 31
		SP:Iteration 16Q (33862.030000 sec): 3 clusters
  Score: Raw -454103.029691 + Penalty 2683.228643 = -451419.801048
  nChanged 30
		SP:Iteration 17Q (33862.100000 sec): 3 clusters
  Score: Raw -454116.189976 + Penalty 2683.228643 = -451432.961333
  nChanged 24
		SP:Iteration 18Q (33862.170000 sec): 3 clusters
  Score: Raw -454126.730079 + Penalty 2683.228643 = -451443.501435
  nChanged 23
		SP:Iteration 19Q (33862.240000 sec): 3 clusters
  Score: Raw -454137.745341 + Penalty 2683.228643 = -451454.516698
  nChanged 29
		SP:Iteration 20F (33862.310000 sec): 3 clusters
  Score: Raw -454154.391413 + Penalty 2683.228643 = -451471.162769
  nChanged 35
		SP:Iteration 21Q (33862.370000 sec): 3 clusters
  Score: Raw -454169.622030 + Penalty 2683.228643 = -451486.393387
  nChanged 32
		SP:Iteration 22Q (33862.440000 sec): 3 clusters
  Score: Raw -454186.048278 + Penalty 2683.228643 = -451502.819634
  nChanged 38
		SP:Iteration 23Q (33862.510000 sec): 3 clusters
  Score: Raw -454211.648057 + Penalty 2683.228643 = -451528.419414
  nChanged 27
		SP:Iteration 24Q (33862.580000 sec): 3 clusters
  Score: Raw -454227.125588 + Penalty 2683.228643 = -451543.896944
  nChanged 24
		SP:Iteration 25Q (33862.650000 sec): 3 clusters
  Score: Raw -454238.341155 + Penalty 2683.228643 = -451555.112512
  nChanged 13
		SP:Iteration 26Q (33862.710000 sec): 3 clusters
  Score: Raw -454245.860223 + Penalty 2683.228643 = -451562.631580
  nChanged 12
		SP:Iteration 27Q (33862.780000 sec): 3 clusters
  Score: Raw -454257.563869 + Penalty 2683.228643 = -451574.335225
  nChanged 18
		SP:Iteration 28Q (33862.850000 sec): 3 clusters
  Score: Raw -454270.503761 + Penalty 2683.228643 = -451587.275117
  nChanged 17
		SP:Iteration 29Q (33862.920000 sec): 3 clusters
  Score: Raw -454284.954167 + Penalty 2683.228643 = -451601.725523
  nChanged 18
		SP:Iteration 30Q (33863.020000 sec): 3 clusters
  Score: Raw -454300.517345 + Penalty 2683.228643 = -451617.288702
  nChanged 19
		SP:Iteration 31Q (33863.090000 sec): 3 clusters
  Score: Raw -454315.664447 + Penalty 2683.228643 = -451632.435803
  nChanged 14
		SP:Iteration 32Q (33863.160000 sec): 3 clusters
  Score: Raw -454328.577552 + Penalty 2683.228643 = -451645.348908
  nChanged 17
		SP:Iteration 33Q (33863.230000 sec): 3 clusters
  Score: Raw -454336.880784 + Penalty 2683.228643 = -451653.652141
  nChanged 11
		SP:Iteration 34Q (33863.290000 sec): 3 clusters
  Score: Raw -454343.776375 + Penalty 2683.228643 = -451660.547731
  nChanged 12
		SP:Iteration 35Q (33863.360000 sec): 3 clusters
  Score: Raw -454352.905218 + Penalty 2683.228643 = -451669.676574
  nChanged 10
		SP:Iteration 36Q (33863.430000 sec): 3 clusters
  Score: Raw -454360.860311 + Penalty 2683.228643 = -451677.631667
  nChanged 10
		SP:Iteration 37Q (33863.490000 sec): 3 clusters
  Score: Raw -454368.378815 + Penalty 2683.228643 = -451685.150171
  nChanged 13
		SP:Iteration 38Q (33863.560000 sec): 3 clusters
  Score: Raw -454376.567442 + Penalty 2683.228643 = -451693.338798
  nChanged 11
		SP:Iteration 39Q (33863.630000 sec): 3 clusters
  Score: Raw -454383.095259 + Penalty 2683.228643 = -451699.866616
  nChanged 12
		SP:Iteration 40F (33863.700000 sec): 3 clusters
  Score: Raw -454387.910941 + Penalty 2683.228643 = -451704.682297
  nChanged 12
		SP:Iteration 41Q (33863.760000 sec): 3 clusters
  Score: Raw -454393.565438 + Penalty 2683.228643 = -451710.336794
  nChanged 12
		SP:Iteration 42Q (33863.830000 sec): 3 clusters
  Score: Raw -454400.588971 + Penalty 2683.228643 = -451717.360328
  nChanged 12
		SP:Iteration 43Q (33863.900000 sec): 3 clusters
  Score: Raw -454404.606670 + Penalty 2683.228643 = -451721.378027
  nChanged 8
		SP:Iteration 44Q (33863.970000 sec): 3 clusters
  Score: Raw -454406.830684 + Penalty 2683.228643 = -451723.602040
  nChanged 2
		SP:Iteration 45Q (33864.030000 sec): 3 clusters
  Score: Raw -454407.336271 + Penalty 2683.228643 = -451724.107627
  nChanged 0
		SP:Iteration 46F (33864.100000 sec): 3 clusters
  Score: Raw -454407.336271 + Penalty 2683.228643 = -451724.107627
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 80 (3906 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33864.170000 sec): 2 clusters
  Score: Raw -436089.724341 + Penalty 1343.918731 = -434745.805610
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33864.250000 sec): 3 clusters
  Score: Raw -434152.400322 + Penalty 2687.837461 = -431464.562861
  nChanged 1555
		SP:Iteration 1F (33864.320000 sec): 3 clusters
  Score: Raw -435167.050157 + Penalty 2687.837461 = -432479.212696
  nChanged 364
		SP:Iteration 2F (33864.390000 sec): 3 clusters
  Score: Raw -435497.250939 + Penalty 2687.837461 = -432809.413478
  nChanged 310
		SP:Iteration 3F (33864.460000 sec): 3 clusters
  Score: Raw -435830.549473 + Penalty 2687.837461 = -433142.712011
  nChanged 292
		SP:Iteration 4F (33864.530000 sec): 3 clusters
  Score: Raw -436161.472589 + Penalty 2687.837461 = -433473.635127
  nChanged 251
		SP:Iteration 5F (33864.600000 sec): 3 clusters
  Score: Raw -436417.754464 + Penalty 2687.837461 = -433729.917003
  nChanged 201
		SP:Iteration 6F (33864.670000 sec): 3 clusters
  Score: Raw -436599.616747 + Penalty 2687.837461 = -433911.779286
  nChanged 155
		SP:Iteration 7Q (33864.740000 sec): 3 clusters
  Score: Raw -436725.533259 + Penalty 2687.837461 = -434037.695797
  nChanged 128
		SP:Iteration 8Q (33864.810000 sec): 3 clusters
  Score: Raw -436809.877022 + Penalty 2687.837461 = -434122.039560
  nChanged 83
		SP:Iteration 9Q (33864.880000 sec): 3 clusters
  Score: Raw -436862.072324 + Penalty 2687.837461 = -434174.234863
  nChanged 74
		SP:Iteration 10Q (33864.950000 sec): 3 clusters
  Score: Raw -436905.858791 + Penalty 2687.837461 = -434218.021330
  nChanged 61
		SP:Iteration 11Q (33865.020000 sec): 3 clusters
  Score: Raw -436943.349267 + Penalty 2687.837461 = -434255.511805
  nChanged 48
		SP:Iteration 12Q (33865.090000 sec): 3 clusters
  Score: Raw -436966.764946 + Penalty 2687.837461 = -434278.927485
  nChanged 42
		SP:Iteration 13Q (33865.160000 sec): 3 clusters
  Score: Raw -436985.683979 + Penalty 2687.837461 = -434297.846518
  nChanged 28
		SP:Iteration 14Q (33865.230000 sec): 3 clusters
  Score: Raw -436998.957193 + Penalty 2687.837461 = -434311.119732
  nChanged 21
		SP:Iteration 15Q (33865.290000 sec): 3 clusters
  Score: Raw -437008.360923 + Penalty 2687.837461 = -434320.523462
  nChanged 27
		SP:Iteration 16Q (33865.360000 sec): 3 clusters
  Score: Raw -437018.714216 + Penalty 2687.837461 = -434330.876755
  nChanged 15
		SP:Iteration 17Q (33865.430000 sec): 3 clusters
  Score: Raw -437023.150863 + Penalty 2687.837461 = -434335.313402
  nChanged 9
		SP:Iteration 18Q (33865.500000 sec): 3 clusters
  Score: Raw -437027.434950 + Penalty 2687.837461 = -434339.597489
  nChanged 14
		SP:Iteration 19Q (33865.570000 sec): 3 clusters
  Score: Raw -437034.419523 + Penalty 2687.837461 = -434346.582062
  nChanged 8
		SP:Iteration 20F (33865.640000 sec): 3 clusters
  Score: Raw -437037.131384 + Penalty 2687.837461 = -434349.293923
  nChanged 6
		SP:Iteration 21Q (33865.710000 sec): 3 clusters
  Score: Raw -437038.385646 + Penalty 2687.837461 = -434350.548184
  nChanged 2
		SP:Iteration 22Q (33865.780000 sec): 3 clusters
  Score: Raw -437039.019073 + Penalty 2687.837461 = -434351.181612
  nChanged 3
		SP:Iteration 23Q (33865.850000 sec): 3 clusters
  Score: Raw -437039.675789 + Penalty 2687.837461 = -434351.838327
  nChanged 5
		SP:Iteration 24Q (33865.910000 sec): 3 clusters
  Score: Raw -437041.122857 + Penalty 2687.837461 = -434353.285396
  nChanged 4
		SP:Iteration 25Q (33865.990000 sec): 3 clusters
  Score: Raw -437042.466652 + Penalty 2687.837461 = -434354.629190
  nChanged 3
		SP:Iteration 26Q (33866.050000 sec): 3 clusters
  Score: Raw -437043.105500 + Penalty 2687.837461 = -434355.268039
  nChanged 2
		SP:Iteration 27Q (33866.120000 sec): 3 clusters
  Score: Raw -437043.767792 + Penalty 2687.837461 = -434355.930331
  nChanged 5
		SP:Iteration 28Q (33866.190000 sec): 3 clusters
  Score: Raw -437045.718923 + Penalty 2687.837461 = -434357.881462
  nChanged 5
		SP:Iteration 29Q (33866.260000 sec): 3 clusters
  Score: Raw -437046.651414 + Penalty 2687.837461 = -434358.813953
  nChanged 1
		SP:Iteration 30Q (33866.330000 sec): 3 clusters
  Score: Raw -437046.944830 + Penalty 2687.837461 = -434359.107369
  nChanged 2
		SP:Iteration 31Q (33866.390000 sec): 3 clusters
  Score: Raw -437047.338044 + Penalty 2687.837461 = -434359.500583
  nChanged 2
		SP:Iteration 32Q (33866.470000 sec): 3 clusters
  Score: Raw -437047.629768 + Penalty 2687.837461 = -434359.792307
  nChanged 0
		SP:Iteration 33F (33866.530000 sec): 3 clusters
  Score: Raw -437047.629768 + Penalty 2687.837461 = -434359.792307
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 81 (5272 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33866.620000 sec): 2 clusters
  Score: Raw -637581.249674 + Penalty 1392.651825 = -636188.597849
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33866.750000 sec): 3 clusters
  Score: Raw -634814.445863 + Penalty 2785.303650 = -632029.142213
  nChanged 2165
		SP:Iteration 1F (33866.840000 sec): 3 clusters
  Score: Raw -635998.328669 + Penalty 2785.303650 = -633213.025019
  nChanged 372
		SP:Iteration 2F (33866.930000 sec): 3 clusters
  Score: Raw -636198.651516 + Penalty 2785.303650 = -633413.347866
  nChanged 298
		SP:Iteration 3F (33867.030000 sec): 3 clusters
  Score: Raw -636360.702270 + Penalty 2785.303650 = -633575.398620
  nChanged 268
		SP:Iteration 4F (33867.120000 sec): 3 clusters
  Score: Raw -636508.794578 + Penalty 2785.303650 = -633723.490929
  nChanged 230
		SP:Iteration 5Q (33867.210000 sec): 3 clusters
  Score: Raw -636642.420951 + Penalty 2785.303650 = -633857.117302
  nChanged 239
		SP:Iteration 6Q (33867.300000 sec): 3 clusters
  Score: Raw -636794.835386 + Penalty 2785.303650 = -634009.531736
  nChanged 250
		SP:Iteration 7Q (33867.390000 sec): 3 clusters
  Score: Raw -636959.458140 + Penalty 2785.303650 = -634174.154490
  nChanged 235
		SP:Iteration 8Q (33867.480000 sec): 3 clusters
  Score: Raw -637106.923730 + Penalty 2785.303650 = -634321.620080
  nChanged 215
		SP:Iteration 9Q (33867.570000 sec): 3 clusters
  Score: Raw -637251.343095 + Penalty 2785.303650 = -634466.039445
  nChanged 216
		SP:Iteration 10Q (33867.670000 sec): 3 clusters
  Score: Raw -637381.448644 + Penalty 2785.303650 = -634596.144995
  nChanged 172
		SP:Iteration 11Q (33867.760000 sec): 3 clusters
  Score: Raw -637480.070717 + Penalty 2785.303650 = -634694.767068
  nChanged 138
		SP:Iteration 12Q (33867.850000 sec): 3 clusters
  Score: Raw -637551.299886 + Penalty 2785.303650 = -634765.996236
  nChanged 96
		SP:Iteration 13Q (33867.940000 sec): 3 clusters
  Score: Raw -637591.346061 + Penalty 2785.303650 = -634806.042411
  nChanged 80
		SP:Iteration 14Q (33868.030000 sec): 3 clusters
  Score: Raw -637632.304829 + Penalty 2785.303650 = -634847.001180
  nChanged 64
		SP:Iteration 15Q (33868.120000 sec): 3 clusters
  Score: Raw -637659.961440 + Penalty 2785.303650 = -634874.657791
  nChanged 63
		SP:Iteration 16Q (33868.220000 sec): 3 clusters
  Score: Raw -637686.786160 + Penalty 2785.303650 = -634901.482510
  nChanged 48
		SP:Iteration 17Q (33868.310000 sec): 3 clusters
  Score: Raw -637704.914666 + Penalty 2785.303650 = -634919.611016
  nChanged 35
		SP:Iteration 18Q (33868.400000 sec): 3 clusters
  Score: Raw -637720.541288 + Penalty 2785.303650 = -634935.237638
  nChanged 40
		SP:Iteration 19Q (33868.490000 sec): 3 clusters
  Score: Raw -637735.762428 + Penalty 2785.303650 = -634950.458778
  nChanged 33
		SP:Iteration 20F (33868.580000 sec): 3 clusters
  Score: Raw -637749.126044 + Penalty 2785.303650 = -634963.822394
  nChanged 24
		SP:Iteration 21Q (33868.670000 sec): 3 clusters
  Score: Raw -637759.602139 + Penalty 2785.303650 = -634974.298489
  nChanged 25
		SP:Iteration 22Q (33868.760000 sec): 3 clusters
  Score: Raw -637770.130650 + Penalty 2785.303650 = -634984.827000
  nChanged 33
		SP:Iteration 23Q (33868.860000 sec): 3 clusters
  Score: Raw -637784.791820 + Penalty 2785.303650 = -634999.488170
  nChanged 24
		SP:Iteration 24Q (33868.940000 sec): 3 clusters
  Score: Raw -637795.784814 + Penalty 2785.303650 = -635010.481165
  nChanged 23
		SP:Iteration 25Q (33869.040000 sec): 3 clusters
  Score: Raw -637805.598245 + Penalty 2785.303650 = -635020.294595
  nChanged 27
		SP:Iteration 26Q (33869.130000 sec): 3 clusters
  Score: Raw -637816.489719 + Penalty 2785.303650 = -635031.186069
  nChanged 22
		SP:Iteration 27Q (33869.220000 sec): 3 clusters
  Score: Raw -637825.166277 + Penalty 2785.303650 = -635039.862627
  nChanged 15
		SP:Iteration 28Q (33869.310000 sec): 3 clusters
  Score: Raw -637830.580459 + Penalty 2785.303650 = -635045.276810
  nChanged 11
		SP:Iteration 29Q (33869.400000 sec): 3 clusters
  Score: Raw -637834.857799 + Penalty 2785.303650 = -635049.554150
  nChanged 12
		SP:Iteration 30Q (33869.490000 sec): 3 clusters
  Score: Raw -637840.513259 + Penalty 2785.303650 = -635055.209609
  nChanged 18
		SP:Iteration 31Q (33869.580000 sec): 3 clusters
  Score: Raw -637848.464814 + Penalty 2785.303650 = -635063.161164
  nChanged 10
		SP:Iteration 32Q (33869.670000 sec): 3 clusters
  Score: Raw -637854.259674 + Penalty 2785.303650 = -635068.956024
  nChanged 15
		SP:Iteration 33Q (33869.760000 sec): 3 clusters
  Score: Raw -637859.810572 + Penalty 2785.303650 = -635074.506922
  nChanged 14
		SP:Iteration 34Q (33869.850000 sec): 3 clusters
  Score: Raw -637865.386090 + Penalty 2785.303650 = -635080.082440
  nChanged 10
		SP:Iteration 35Q (33869.940000 sec): 3 clusters
  Score: Raw -637869.372402 + Penalty 2785.303650 = -635084.068752
  nChanged 5
		SP:Iteration 36Q (33870.040000 sec): 3 clusters
  Score: Raw -637870.876438 + Penalty 2785.303650 = -635085.572789
  nChanged 2
		SP:Iteration 37Q (33870.120000 sec): 3 clusters
  Score: Raw -637871.434344 + Penalty 2785.303650 = -635086.130695
  nChanged 3
		SP:Iteration 38Q (33870.220000 sec): 3 clusters
  Score: Raw -637872.026475 + Penalty 2785.303650 = -635086.722826
  nChanged 2
		SP:Iteration 39Q (33870.300000 sec): 3 clusters
  Score: Raw -637872.853228 + Penalty 2785.303650 = -635087.549578
  nChanged 3
		SP:Iteration 40F (33870.400000 sec): 3 clusters
  Score: Raw -637874.950205 + Penalty 2785.303650 = -635089.646555
  nChanged 3
		SP:Iteration 41Q (33870.490000 sec): 3 clusters
  Score: Raw -637876.637495 + Penalty 2785.303650 = -635091.333846
  nChanged 3
		SP:Iteration 42Q (33870.580000 sec): 3 clusters
  Score: Raw -637878.097893 + Penalty 2785.303650 = -635092.794243
  nChanged 5
		SP:Iteration 43Q (33870.670000 sec): 3 clusters
  Score: Raw -637879.719872 + Penalty 2785.303650 = -635094.416222
  nChanged 5
		SP:Iteration 44Q (33870.760000 sec): 3 clusters
  Score: Raw -637881.998220 + Penalty 2785.303650 = -635096.694570
  nChanged 8
		SP:Iteration 45Q (33870.840000 sec): 3 clusters
  Score: Raw -637884.802078 + Penalty 2785.303650 = -635099.498428
  nChanged 12
		SP:Iteration 46Q (33870.940000 sec): 3 clusters
  Score: Raw -637888.809995 + Penalty 2785.303650 = -635103.506345
  nChanged 6
		SP:Iteration 47Q (33871.020000 sec): 3 clusters
  Score: Raw -637890.773918 + Penalty 2785.303650 = -635105.470268
  nChanged 2
		SP:Iteration 48Q (33871.120000 sec): 3 clusters
  Score: Raw -637891.147641 + Penalty 2785.303650 = -635105.843991
  nChanged 0
		SP:Iteration 49F (33871.210000 sec): 3 clusters
  Score: Raw -637891.147641 + Penalty 2785.303650 = -635105.843991
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 82 (1029 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33871.260000 sec): 2 clusters
  Score: Raw -119195.937439 + Penalty 1127.155695 = -118068.781745
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33871.290000 sec): 3 clusters
  Score: Raw -118882.396397 + Penalty 2254.311389 = -116628.085008
  nChanged 314
		SP:Iteration 1F (33871.310000 sec): 3 clusters
  Score: Raw -119185.033624 + Penalty 2254.311389 = -116930.722235
  nChanged 91
		SP:Iteration 2F (33871.330000 sec): 3 clusters
  Score: Raw -119328.067152 + Penalty 2254.311389 = -117073.755763
  nChanged 60
		SP:Iteration 3F (33871.350000 sec): 3 clusters
  Score: Raw -119430.263548 + Penalty 2254.311389 = -117175.952159
  nChanged 64
		SP:Iteration 4F (33871.370000 sec): 3 clusters
  Score: Raw -119528.218778 + Penalty 2254.311389 = -117273.907389
  nChanged 46
		SP:Iteration 5Q (33871.390000 sec): 3 clusters
  Score: Raw -119596.838106 + Penalty 2254.311389 = -117342.526717
  nChanged 30
		SP:Iteration 6Q (33871.400000 sec): 3 clusters
  Score: Raw -119631.740022 + Penalty 2254.311389 = -117377.428633
  nChanged 23
		SP:Iteration 7Q (33871.420000 sec): 3 clusters
  Score: Raw -119657.313419 + Penalty 2254.311389 = -117403.002030
  nChanged 12
		SP:Iteration 8Q (33871.440000 sec): 3 clusters
  Score: Raw -119667.576961 + Penalty 2254.311389 = -117413.265571
  nChanged 7
		SP:Iteration 9Q (33871.460000 sec): 3 clusters
  Score: Raw -119673.102119 + Penalty 2254.311389 = -117418.790730
  nChanged 4
		SP:Iteration 10Q (33871.480000 sec): 3 clusters
  Score: Raw -119676.977115 + Penalty 2254.311389 = -117422.665726
  nChanged 3
		SP:Iteration 11Q (33871.500000 sec): 3 clusters
  Score: Raw -119679.807283 + Penalty 2254.311389 = -117425.495894
  nChanged 2
		SP:Iteration 12Q (33871.520000 sec): 3 clusters
  Score: Raw -119681.480804 + Penalty 2254.311389 = -117427.169415
  nChanged 3
		SP:Iteration 13Q (33871.540000 sec): 3 clusters
  Score: Raw -119684.708128 + Penalty 2254.311389 = -117430.396739
  nChanged 3
		SP:Iteration 14Q (33871.560000 sec): 3 clusters
  Score: Raw -119686.770865 + Penalty 2254.311389 = -117432.459476
  nChanged 1
		SP:Iteration 15Q (33871.580000 sec): 3 clusters
  Score: Raw -119687.574460 + Penalty 2254.311389 = -117433.263071
  nChanged 1
		SP:Iteration 16Q (33871.600000 sec): 3 clusters
  Score: Raw -119688.190659 + Penalty 2254.311389 = -117433.879270
  nChanged 1
		SP:Iteration 17Q (33871.620000 sec): 3 clusters
  Score: Raw -119690.201794 + Penalty 2254.311389 = -117435.890405
  nChanged 2
		SP:Iteration 18Q (33871.640000 sec): 3 clusters
  Score: Raw -119692.522918 + Penalty 2254.311389 = -117438.211529
  nChanged 1
		SP:Iteration 19Q (33871.660000 sec): 3 clusters
  Score: Raw -119694.955609 + Penalty 2254.311389 = -117440.644219
  nChanged 2
		SP:Iteration 20F (33871.680000 sec): 3 clusters
  Score: Raw -119697.363967 + Penalty 2254.311389 = -117443.052578
  nChanged 1
		SP:Iteration 21Q (33871.700000 sec): 3 clusters
  Score: Raw -119698.115120 + Penalty 2254.311389 = -117443.803731
  nChanged 0
		SP:Iteration 22F (33871.720000 sec): 3 clusters
  Score: Raw -119698.115120 + Penalty 2254.311389 = -117443.803731
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 83 (7975 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33871.850000 sec): 2 clusters
  Score: Raw -850230.234638 + Penalty 1459.910876 = -848770.323762
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33871.990000 sec): 3 clusters
  Score: Raw -845790.058498 + Penalty 2919.821751 = -842870.236747
  nChanged 3430
		SP:Iteration 1F (33872.110000 sec): 3 clusters
  Score: Raw -847902.341634 + Penalty 2919.821751 = -844982.519883
  nChanged 658
		SP:Iteration 2F (33872.240000 sec): 3 clusters
  Score: Raw -848325.540394 + Penalty 2919.821751 = -845405.718643
  nChanged 541
		SP:Iteration 3F (33872.380000 sec): 3 clusters
  Score: Raw -848678.864359 + Penalty 2919.821751 = -845759.042607
  nChanged 466
		SP:Iteration 4F (33872.520000 sec): 3 clusters
  Score: Raw -849000.477318 + Penalty 2919.821751 = -846080.655566
  nChanged 402
		SP:Iteration 5F (33872.650000 sec): 3 clusters
  Score: Raw -849272.001993 + Penalty 2919.821751 = -846352.180241
  nChanged 358
		SP:Iteration 6Q (33872.780000 sec): 3 clusters
  Score: Raw -849516.683220 + Penalty 2919.821751 = -846596.861468
  nChanged 358
		SP:Iteration 7Q (33872.920000 sec): 3 clusters
  Score: Raw -849777.223531 + Penalty 2919.821751 = -846857.401779
  nChanged 325
		SP:Iteration 8Q (33873.050000 sec): 3 clusters
  Score: Raw -849996.921008 + Penalty 2919.821751 = -847077.099257
  nChanged 300
		SP:Iteration 9Q (33873.180000 sec): 3 clusters
  Score: Raw -850212.925404 + Penalty 2919.821751 = -847293.103653
  nChanged 267
		SP:Iteration 10Q (33873.320000 sec): 3 clusters
  Score: Raw -850404.447695 + Penalty 2919.821751 = -847484.625943
  nChanged 256
		SP:Iteration 11Q (33873.450000 sec): 3 clusters
  Score: Raw -850586.021495 + Penalty 2919.821751 = -847666.199744
  nChanged 230
		SP:Iteration 12Q (33873.580000 sec): 3 clusters
  Score: Raw -850735.969090 + Penalty 2919.821751 = -847816.147338
  nChanged 201
		SP:Iteration 13Q (33873.710000 sec): 3 clusters
  Score: Raw -850862.798983 + Penalty 2919.821751 = -847942.977231
  nChanged 175
		SP:Iteration 14Q (33873.830000 sec): 3 clusters
  Score: Raw -850959.392329 + Penalty 2919.821751 = -848039.570578
  nChanged 143
		SP:Iteration 15Q (33873.950000 sec): 3 clusters
  Score: Raw -851037.340267 + Penalty 2919.821751 = -848117.518516
  nChanged 137
		SP:Iteration 16Q (33874.090000 sec): 3 clusters
  Score: Raw -851109.364824 + Penalty 2919.821751 = -848189.543073
  nChanged 111
		SP:Iteration 17Q (33874.210000 sec): 3 clusters
  Score: Raw -851186.982226 + Penalty 2919.821751 = -848267.160475
  nChanged 109
		SP:Iteration 18Q (33874.340000 sec): 3 clusters
  Score: Raw -851243.945156 + Penalty 2919.821751 = -848324.123405
  nChanged 84
		SP:Iteration 19Q (33874.470000 sec): 3 clusters
  Score: Raw -851280.932068 + Penalty 2919.821751 = -848361.110316
  nChanged 80
		SP:Iteration 20F (33874.600000 sec): 3 clusters
  Score: Raw -851310.738474 + Penalty 2919.821751 = -848390.916722
  nChanged 53
		SP:Iteration 21Q (33874.730000 sec): 3 clusters
  Score: Raw -851327.892334 + Penalty 2919.821751 = -848408.070583
  nChanged 55
		SP:Iteration 22Q (33874.870000 sec): 3 clusters
  Score: Raw -851345.450627 + Penalty 2919.821751 = -848425.628875
  nChanged 42
		SP:Iteration 23Q (33874.990000 sec): 3 clusters
  Score: Raw -851353.321200 + Penalty 2919.821751 = -848433.499449
  nChanged 20
		SP:Iteration 24Q (33875.130000 sec): 3 clusters
  Score: Raw -851357.333241 + Penalty 2919.821751 = -848437.511490
  nChanged 24
		SP:Iteration 25Q (33875.250000 sec): 3 clusters
  Score: Raw -851361.724508 + Penalty 2919.821751 = -848441.902757
  nChanged 27
		SP:Iteration 26Q (33875.390000 sec): 3 clusters
  Score: Raw -851366.629257 + Penalty 2919.821751 = -848446.807506
  nChanged 21
		SP:Iteration 27Q (33875.510000 sec): 3 clusters
  Score: Raw -851370.220096 + Penalty 2919.821751 = -848450.398344
  nChanged 18
		SP:Iteration 28Q (33875.650000 sec): 3 clusters
  Score: Raw -851373.718676 + Penalty 2919.821751 = -848453.896925
  nChanged 16
		SP:Iteration 29Q (33875.770000 sec): 3 clusters
  Score: Raw -851377.571151 + Penalty 2919.821751 = -848457.749400
  nChanged 12
		SP:Iteration 30Q (33875.910000 sec): 3 clusters
  Score: Raw -851380.617314 + Penalty 2919.821751 = -848460.795562
  nChanged 7
		SP:Iteration 31Q (33876.030000 sec): 3 clusters
  Score: Raw -851381.751295 + Penalty 2919.821751 = -848461.929544
  nChanged 9
		SP:Iteration 32Q (33876.160000 sec): 3 clusters
  Score: Raw -851383.189312 + Penalty 2919.821751 = -848463.367561
  nChanged 5
		SP:Iteration 33Q (33876.270000 sec): 3 clusters
  Score: Raw -851383.780363 + Penalty 2919.821751 = -848463.958612
  nChanged 1
		SP:Iteration 34Q (33876.390000 sec): 3 clusters
  Score: Raw -851383.880544 + Penalty 2919.821751 = -848464.058793
  nChanged 1
		SP:Iteration 35Q (33876.510000 sec): 3 clusters
  Score: Raw -851383.988552 + Penalty 2919.821751 = -848464.166800
  nChanged 0
		SP:Iteration 36F (33876.670000 sec): 3 clusters
  Score: Raw -851383.988552 + Penalty 2919.821751 = -848464.166800
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 84 (5338 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33876.760000 sec): 2 clusters
  Score: Raw -604835.498386 + Penalty 1394.673529 = -603440.824858
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33876.870000 sec): 3 clusters
  Score: Raw -602125.779259 + Penalty 2789.347057 = -599336.432202
  nChanged 2169
		SP:Iteration 1F (33876.970000 sec): 3 clusters
  Score: Raw -603289.613315 + Penalty 2789.347057 = -600500.266258
  nChanged 391
		SP:Iteration 2F (33877.060000 sec): 3 clusters
  Score: Raw -603546.827887 + Penalty 2789.347057 = -600757.480830
  nChanged 322
		SP:Iteration 3F (33877.150000 sec): 3 clusters
  Score: Raw -603762.621472 + Penalty 2789.347057 = -600973.274415
  nChanged 309
		SP:Iteration 4F (33877.240000 sec): 3 clusters
  Score: Raw -603929.617565 + Penalty 2789.347057 = -601140.270508
  nChanged 241
		SP:Iteration 5Q (33877.330000 sec): 3 clusters
  Score: Raw -604043.113031 + Penalty 2789.347057 = -601253.765974
  nChanged 203
		SP:Iteration 6Q (33877.430000 sec): 3 clusters
  Score: Raw -604136.369487 + Penalty 2789.347057 = -601347.022430
  nChanged 147
		SP:Iteration 7Q (33877.520000 sec): 3 clusters
  Score: Raw -604196.762537 + Penalty 2789.347057 = -601407.415480
  nChanged 140
		SP:Iteration 8Q (33877.610000 sec): 3 clusters
  Score: Raw -604256.312776 + Penalty 2789.347057 = -601466.965719
  nChanged 132
		SP:Iteration 9Q (33877.700000 sec): 3 clusters
  Score: Raw -604320.227373 + Penalty 2789.347057 = -601530.880316
  nChanged 128
		SP:Iteration 10Q (33877.790000 sec): 3 clusters
  Score: Raw -604376.446149 + Penalty 2789.347057 = -601587.099091
  nChanged 119
		SP:Iteration 11Q (33877.880000 sec): 3 clusters
  Score: Raw -604423.066234 + Penalty 2789.347057 = -601633.719176
  nChanged 110
		SP:Iteration 12Q (33877.970000 sec): 3 clusters
  Score: Raw -604469.700820 + Penalty 2789.347057 = -601680.353763
  nChanged 95
		SP:Iteration 13Q (33878.060000 sec): 3 clusters
  Score: Raw -604503.893750 + Penalty 2789.347057 = -601714.546692
  nChanged 79
		SP:Iteration 14Q (33878.150000 sec): 3 clusters
  Score: Raw -604535.649838 + Penalty 2789.347057 = -601746.302781
  nChanged 78
		SP:Iteration 15Q (33878.250000 sec): 3 clusters
  Score: Raw -604563.972864 + Penalty 2789.347057 = -601774.625806
  nChanged 82
		SP:Iteration 16Q (33878.340000 sec): 3 clusters
  Score: Raw -604594.925248 + Penalty 2789.347057 = -601805.578190
  nChanged 66
		SP:Iteration 17Q (33878.430000 sec): 3 clusters
  Score: Raw -604621.569690 + Penalty 2789.347057 = -601832.222633
  nChanged 69
		SP:Iteration 18Q (33878.520000 sec): 3 clusters
  Score: Raw -604650.712681 + Penalty 2789.347057 = -601861.365624
  nChanged 82
		SP:Iteration 19Q (33878.610000 sec): 3 clusters
  Score: Raw -604684.907917 + Penalty 2789.347057 = -601895.560859
  nChanged 75
		SP:Iteration 20F (33878.710000 sec): 3 clusters
  Score: Raw -604713.607449 + Penalty 2789.347057 = -601924.260392
  nChanged 69
		SP:Iteration 21Q (33878.790000 sec): 3 clusters
  Score: Raw -604743.952150 + Penalty 2789.347057 = -601954.605093
  nChanged 67
		SP:Iteration 22Q (33878.890000 sec): 3 clusters
  Score: Raw -604773.756393 + Penalty 2789.347057 = -601984.409335
  nChanged 74
		SP:Iteration 23Q (33878.980000 sec): 3 clusters
  Score: Raw -604819.038767 + Penalty 2789.347057 = -602029.691710
  nChanged 88
		SP:Iteration 24Q (33879.070000 sec): 3 clusters
  Score: Raw -604875.751454 + Penalty 2789.347057 = -602086.404397
  nChanged 90
		SP:Iteration 25Q (33879.160000 sec): 3 clusters
  Score: Raw -604924.200208 + Penalty 2789.347057 = -602134.853151
  nChanged 85
		SP:Iteration 26Q (33879.250000 sec): 3 clusters
  Score: Raw -604970.243604 + Penalty 2789.347057 = -602180.896547
  nChanged 89
		SP:Iteration 27Q (33879.340000 sec): 3 clusters
  Score: Raw -605021.593289 + Penalty 2789.347057 = -602232.246231
  nChanged 89
		SP:Iteration 28Q (33879.430000 sec): 3 clusters
  Score: Raw -605070.130572 + Penalty 2789.347057 = -602280.783514
  nChanged 83
		SP:Iteration 29Q (33879.530000 sec): 3 clusters
  Score: Raw -605111.399343 + Penalty 2789.347057 = -602322.052285
  nChanged 53
		SP:Iteration 30Q (33879.620000 sec): 3 clusters
  Score: Raw -605138.850514 + Penalty 2789.347057 = -602349.503456
  nChanged 55
		SP:Iteration 31Q (33879.710000 sec): 3 clusters
  Score: Raw -605171.612237 + Penalty 2789.347057 = -602382.265179
  nChanged 73
		SP:Iteration 32Q (33879.800000 sec): 3 clusters
  Score: Raw -605219.440282 + Penalty 2789.347057 = -602430.093225
  nChanged 62
		SP:Iteration 33Q (33879.890000 sec): 3 clusters
  Score: Raw -605266.262738 + Penalty 2789.347057 = -602476.915681
  nChanged 62
		SP:Iteration 34Q (33879.980000 sec): 3 clusters
  Score: Raw -605300.576457 + Penalty 2789.347057 = -602511.229400
  nChanged 41
		SP:Iteration 35Q (33880.070000 sec): 3 clusters
  Score: Raw -605319.945534 + Penalty 2789.347057 = -602530.598477
  nChanged 44
		SP:Iteration 36Q (33880.160000 sec): 3 clusters
  Score: Raw -605342.527897 + Penalty 2789.347057 = -602553.180839
  nChanged 33
		SP:Iteration 37Q (33880.250000 sec): 3 clusters
  Score: Raw -605367.733380 + Penalty 2789.347057 = -602578.386323
  nChanged 43
		SP:Iteration 38Q (33880.340000 sec): 3 clusters
  Score: Raw -605387.123716 + Penalty 2789.347057 = -602597.776658
  nChanged 31
		SP:Iteration 39Q (33880.430000 sec): 3 clusters
  Score: Raw -605398.323421 + Penalty 2789.347057 = -602608.976363
  nChanged 21
		SP:Iteration 40F (33880.520000 sec): 3 clusters
  Score: Raw -605406.656663 + Penalty 2789.347057 = -602617.309606
  nChanged 18
		SP:Iteration 41Q (33880.610000 sec): 3 clusters
  Score: Raw -605413.001802 + Penalty 2789.347057 = -602623.654745
  nChanged 18
		SP:Iteration 42Q (33880.690000 sec): 3 clusters
  Score: Raw -605417.483885 + Penalty 2789.347057 = -602628.136827
  nChanged 19
		SP:Iteration 43Q (33880.780000 sec): 3 clusters
  Score: Raw -605421.913277 + Penalty 2789.347057 = -602632.566219
  nChanged 10
		SP:Iteration 44Q (33880.870000 sec): 3 clusters
  Score: Raw -605424.217077 + Penalty 2789.347057 = -602634.870020
  nChanged 5
		SP:Iteration 45Q (33880.960000 sec): 3 clusters
  Score: Raw -605424.837769 + Penalty 2789.347057 = -602635.490712
  nChanged 2
		SP:Iteration 46Q (33881.050000 sec): 3 clusters
  Score: Raw -605425.472047 + Penalty 2789.347057 = -602636.124990
  nChanged 3
		SP:Iteration 47Q (33881.140000 sec): 3 clusters
  Score: Raw -605425.939020 + Penalty 2789.347057 = -602636.591962
  nChanged 3
		SP:Iteration 48Q (33881.230000 sec): 3 clusters
  Score: Raw -605426.352303 + Penalty 2789.347057 = -602637.005246
  nChanged 5
		SP:Iteration 49Q (33881.320000 sec): 3 clusters
  Score: Raw -605427.564657 + Penalty 2789.347057 = -602638.217600
  nChanged 8
		SP:Iteration 50Q (33881.410000 sec): 3 clusters
  Score: Raw -605430.663752 + Penalty 2789.347057 = -602641.316694
  nChanged 11
		SP:Iteration 51Q (33881.490000 sec): 3 clusters
  Score: Raw -605433.465567 + Penalty 2789.347057 = -602644.118509
  nChanged 7
		SP:Iteration 52Q (33881.580000 sec): 3 clusters
  Score: Raw -605435.281765 + Penalty 2789.347057 = -602645.934708
  nChanged 4
		SP:Iteration 53Q (33881.670000 sec): 3 clusters
  Score: Raw -605436.347169 + Penalty 2789.347057 = -602647.000111
  nChanged 3
		SP:Iteration 54Q (33881.760000 sec): 3 clusters
  Score: Raw -605436.845085 + Penalty 2789.347057 = -602647.498028
  nChanged 4
		SP:Iteration 55Q (33881.850000 sec): 3 clusters
  Score: Raw -605438.173091 + Penalty 2789.347057 = -602648.826034
  nChanged 2
		SP:Iteration 56Q (33881.930000 sec): 3 clusters
  Score: Raw -605439.086232 + Penalty 2789.347057 = -602649.739175
  nChanged 5
		SP:Iteration 57Q (33882.030000 sec): 3 clusters
  Score: Raw -605439.815169 + Penalty 2789.347057 = -602650.468112
  nChanged 5
		SP:Iteration 58Q (33882.110000 sec): 3 clusters
  Score: Raw -605441.480587 + Penalty 2789.347057 = -602652.133530
  nChanged 9
		SP:Iteration 59Q (33882.200000 sec): 3 clusters
  Score: Raw -605443.898141 + Penalty 2789.347057 = -602654.551083
  nChanged 6
		SP:Iteration 60F (33882.290000 sec): 3 clusters
  Score: Raw -605445.731323 + Penalty 2789.347057 = -602656.384266
  nChanged 7
		SP:Iteration 61Q (33882.380000 sec): 3 clusters
  Score: Raw -605447.051262 + Penalty 2789.347057 = -602657.704205
  nChanged 3
		SP:Iteration 62Q (33882.470000 sec): 3 clusters
  Score: Raw -605447.646969 + Penalty 2789.347057 = -602658.299912
  nChanged 5
		SP:Iteration 63Q (33882.560000 sec): 3 clusters
  Score: Raw -605448.702824 + Penalty 2789.347057 = -602659.355767
  nChanged 2
		SP:Iteration 64Q (33882.650000 sec): 3 clusters
  Score: Raw -605448.878420 + Penalty 2789.347057 = -602659.531362
  nChanged 0
		SP:Iteration 65F (33882.740000 sec): 3 clusters
  Score: Raw -605448.878420 + Penalty 2789.347057 = -602659.531362
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 85 (4196 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33882.810000 sec): 2 clusters
  Score: Raw -481907.847131 + Penalty 1355.556633 = -480552.290498
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33882.900000 sec): 3 clusters
  Score: Raw -479819.666872 + Penalty 2711.113265 = -477108.553607
  nChanged 1667
		SP:Iteration 1F (33882.980000 sec): 3 clusters
  Score: Raw -480786.489655 + Penalty 2711.113265 = -478075.376390
  nChanged 307
		SP:Iteration 2F (33883.050000 sec): 3 clusters
  Score: Raw -480985.010444 + Penalty 2711.113265 = -478273.897179
  nChanged 230
		SP:Iteration 3F (33883.130000 sec): 3 clusters
  Score: Raw -481148.977379 + Penalty 2711.113265 = -478437.864113
  nChanged 252
		SP:Iteration 4F (33883.210000 sec): 3 clusters
  Score: Raw -481352.113765 + Penalty 2711.113265 = -478641.000500
  nChanged 246
		SP:Iteration 5F (33883.280000 sec): 3 clusters
  Score: Raw -481549.807264 + Penalty 2711.113265 = -478838.693999
  nChanged 228
		SP:Iteration 6F (33883.360000 sec): 3 clusters
  Score: Raw -481731.550913 + Penalty 2711.113265 = -479020.437648
  nChanged 195
		SP:Iteration 7Q (33883.440000 sec): 3 clusters
  Score: Raw -481899.557697 + Penalty 2711.113265 = -479188.444432
  nChanged 187
		SP:Iteration 8Q (33883.520000 sec): 3 clusters
  Score: Raw -482111.238021 + Penalty 2711.113265 = -479400.124756
  nChanged 207
		SP:Iteration 9Q (33883.590000 sec): 3 clusters
  Score: Raw -482594.416956 + Penalty 2711.113265 = -479883.303691
  nChanged 214
		SP:Iteration 10F (33883.670000 sec): 3 clusters
  Score: Raw -483206.813869 + Penalty 2711.113265 = -480495.700603
  nChanged 176
		SP:Iteration 11Q (33883.740000 sec): 3 clusters
  Score: Raw -483404.806180 + Penalty 2711.113265 = -480693.692915
  nChanged 135
		SP:Iteration 12Q (33883.820000 sec): 3 clusters
  Score: Raw -483523.397737 + Penalty 2711.113265 = -480812.284472
  nChanged 101
		SP:Iteration 13Q (33883.890000 sec): 3 clusters
  Score: Raw -483616.939323 + Penalty 2711.113265 = -480905.826058
  nChanged 90
		SP:Iteration 14Q (33883.970000 sec): 3 clusters
  Score: Raw -483719.195946 + Penalty 2711.113265 = -481008.082681
  nChanged 101
		SP:Iteration 15Q (33884.040000 sec): 3 clusters
  Score: Raw -483838.991323 + Penalty 2711.113265 = -481127.878058
  nChanged 101
		SP:Iteration 16Q (33884.120000 sec): 3 clusters
  Score: Raw -483968.265900 + Penalty 2711.113265 = -481257.152635
  nChanged 92
		SP:Iteration 17Q (33884.190000 sec): 3 clusters
  Score: Raw -484107.357509 + Penalty 2711.113265 = -481396.244244
  nChanged 82
		SP:Iteration 18Q (33884.260000 sec): 3 clusters
  Score: Raw -484242.380655 + Penalty 2711.113265 = -481531.267390
  nChanged 75
		SP:Iteration 19Q (33884.330000 sec): 3 clusters
  Score: Raw -484423.033465 + Penalty 2711.113265 = -481711.920200
  nChanged 57
		SP:Iteration 20F (33884.410000 sec): 3 clusters
  Score: Raw -484623.194083 + Penalty 2711.113265 = -481912.080818
  nChanged 43
		SP:Iteration 21Q (33884.480000 sec): 3 clusters
  Score: Raw -484752.009951 + Penalty 2711.113265 = -482040.896686
  nChanged 26
		SP:Iteration 22Q (33884.550000 sec): 3 clusters
  Score: Raw -484803.196173 + Penalty 2711.113265 = -482092.082908
  nChanged 16
		SP:Iteration 23Q (33884.620000 sec): 3 clusters
  Score: Raw -484820.828816 + Penalty 2711.113265 = -482109.715551
  nChanged 12
		SP:Iteration 24Q (33884.690000 sec): 3 clusters
  Score: Raw -484831.451919 + Penalty 2711.113265 = -482120.338654
  nChanged 5
		SP:Iteration 25Q (33884.760000 sec): 3 clusters
  Score: Raw -484834.827325 + Penalty 2711.113265 = -482123.714060
  nChanged 4
		SP:Iteration 26Q (33884.840000 sec): 3 clusters
  Score: Raw -484837.236808 + Penalty 2711.113265 = -482126.123543
  nChanged 4
		SP:Iteration 27Q (33884.910000 sec): 3 clusters
  Score: Raw -484839.192872 + Penalty 2711.113265 = -482128.079607
  nChanged 2
		SP:Iteration 28Q (33884.980000 sec): 3 clusters
  Score: Raw -484840.349262 + Penalty 2711.113265 = -482129.235997
  nChanged 1
		SP:Iteration 29Q (33885.050000 sec): 3 clusters
  Score: Raw -484840.747970 + Penalty 2711.113265 = -482129.634705
  nChanged 1
		SP:Iteration 30Q (33885.120000 sec): 3 clusters
  Score: Raw -484841.301355 + Penalty 2711.113265 = -482130.188090
  nChanged 1
		SP:Iteration 31Q (33885.190000 sec): 3 clusters
  Score: Raw -484841.681566 + Penalty 2711.113265 = -482130.568300
  nChanged 0
		SP:Iteration 32F (33885.270000 sec): 3 clusters
  Score: Raw -484841.681566 + Penalty 2711.113265 = -482130.568300
  nChanged 0
  Score: Raw -119089429.552179 + Penalty 254291.453274 = -118835138.098905

Splitting cluster 85 changes total score from -118815327.063226 to -118835138.098905

 So it's getting split into cluster 113.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 86 (710 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34229.600000 sec): 2 clusters
  Score: Raw -80885.074213 + Penalty 1066.855558 = -79818.218655
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34229.610000 sec): 3 clusters
  Score: Raw -80730.115266 + Penalty 2133.711115 = -78596.404151
  nChanged 190
		SP:Iteration 1F (34229.630000 sec): 3 clusters
  Score: Raw -80977.030841 + Penalty 2133.711115 = -78843.319726
  nChanged 54
		SP:Iteration 2F (34229.640000 sec): 3 clusters
  Score: Raw -81071.868561 + Penalty 2133.711115 = -78938.157445
  nChanged 37
		SP:Iteration 3F (34229.660000 sec): 3 clusters
  Score: Raw -81131.713714 + Penalty 2133.711115 = -78998.002598
  nChanged 20
		SP:Iteration 4Q (34229.680000 sec): 3 clusters
  Score: Raw -81159.985389 + Penalty 2133.711115 = -79026.274274
  nChanged 8
		SP:Iteration 5Q (34229.690000 sec): 3 clusters
  Score: Raw -81176.774386 + Penalty 2133.711115 = -79043.063271
  nChanged 6
		SP:Iteration 6Q (34229.700000 sec): 3 clusters
  Score: Raw -81183.743067 + Penalty 2133.711115 = -79050.031952
  nChanged 5
		SP:Iteration 7Q (34229.720000 sec): 3 clusters
  Score: Raw -81186.633506 + Penalty 2133.711115 = -79052.922391
  nChanged 2
		SP:Iteration 8Q (34229.730000 sec): 3 clusters
  Score: Raw -81188.256690 + Penalty 2133.711115 = -79054.545575
  nChanged 1
		SP:Iteration 9Q (34229.750000 sec): 3 clusters
  Score: Raw -81189.335834 + Penalty 2133.711115 = -79055.624719
  nChanged 2
		SP:Iteration 10Q (34229.760000 sec): 3 clusters
  Score: Raw -81191.248097 + Penalty 2133.711115 = -79057.536982
  nChanged 2
		SP:Iteration 11Q (34229.770000 sec): 3 clusters
  Score: Raw -81194.278187 + Penalty 2133.711115 = -79060.567072
  nChanged 0
		SP:Iteration 12F (34229.790000 sec): 3 clusters
  Score: Raw -81194.278187 + Penalty 2133.711115 = -79060.567072
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 87 (318 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34229.830000 sec): 2 clusters
  Score: Raw -31671.408158 + Penalty 936.333350 = -30735.074808
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34229.840000 sec): 3 clusters
  Score: Raw -31829.773133 + Penalty 1872.666699 = -29957.106434
  nChanged 70
		SP:Iteration 1F (34229.850000 sec): 3 clusters
  Score: Raw -32010.283200 + Penalty 1872.666699 = -30137.616500
  nChanged 22
		SP:Iteration 2F (34229.860000 sec): 3 clusters
  Score: Raw -32080.168252 + Penalty 1872.666699 = -30207.501552
  nChanged 20
		SP:Iteration 3F (34229.870000 sec): 3 clusters
  Score: Raw -32157.348647 + Penalty 1872.666699 = -30284.681947
  nChanged 11
		SP:Iteration 4Q (34229.870000 sec): 3 clusters
  Score: Raw -32191.424332 + Penalty 1872.666699 = -30318.757633
  nChanged 6
		SP:Iteration 5Q (34229.880000 sec): 3 clusters
  Score: Raw -32212.249090 + Penalty 1872.666699 = -30339.582390
  nChanged 5
		SP:Iteration 6Q (34229.890000 sec): 3 clusters
  Score: Raw -32222.525166 + Penalty 1872.666699 = -30349.858467
  nChanged 2
		SP:Iteration 7Q (34229.890000 sec): 3 clusters
  Score: Raw -32259.784980 + Penalty 1872.666699 = -30387.118281
  nChanged 3
		SP:Iteration 8Q (34229.900000 sec): 3 clusters
  Score: Raw -32269.749881 + Penalty 1872.666699 = -30397.083182
  nChanged 2
		SP:Iteration 9Q (34229.910000 sec): 3 clusters
  Score: Raw -32273.460491 + Penalty 1872.666699 = -30400.793791
  nChanged 1
		SP:Iteration 10Q (34229.910000 sec): 3 clusters
  Score: Raw -32275.460324 + Penalty 1872.666699 = -30402.793624
  nChanged 0
		SP:Iteration 11F (34229.920000 sec): 3 clusters
  Score: Raw -32275.460324 + Penalty 1872.666699 = -30402.793624
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 88 (3329 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34229.990000 sec): 2 clusters
  Score: Raw -413769.453934 + Penalty 1317.944426 = -412451.509508
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34230.060000 sec): 3 clusters
  Score: Raw -412199.350345 + Penalty 2635.888852 = -409563.461493
  nChanged 1305
		SP:Iteration 1F (34230.130000 sec): 3 clusters
  Score: Raw -412920.120648 + Penalty 2635.888852 = -410284.231796
  nChanged 240
		SP:Iteration 2F (34230.200000 sec): 3 clusters
  Score: Raw -413065.718379 + Penalty 2635.888852 = -410429.829527
  nChanged 163
		SP:Iteration 3Q (34230.260000 sec): 3 clusters
  Score: Raw -413153.840126 + Penalty 2635.888852 = -410517.951273
  nChanged 131
		SP:Iteration 4Q (34230.330000 sec): 3 clusters
  Score: Raw -413211.582395 + Penalty 2635.888852 = -410575.693542
  nChanged 86
		SP:Iteration 5Q (34230.390000 sec): 3 clusters
  Score: Raw -413254.828968 + Penalty 2635.888852 = -410618.940116
  nChanged 92
		SP:Iteration 6Q (34230.450000 sec): 3 clusters
  Score: Raw -413298.371441 + Penalty 2635.888852 = -410662.482589
  nChanged 75
		SP:Iteration 7Q (34230.520000 sec): 3 clusters
  Score: Raw -413334.937280 + Penalty 2635.888852 = -410699.048427
  nChanged 80
		SP:Iteration 8Q (34230.580000 sec): 3 clusters
  Score: Raw -413374.019707 + Penalty 2635.888852 = -410738.130855
  nChanged 72
		SP:Iteration 9Q (34230.650000 sec): 3 clusters
  Score: Raw -413404.596559 + Penalty 2635.888852 = -410768.707706
  nChanged 73
		SP:Iteration 10Q (34230.710000 sec): 3 clusters
  Score: Raw -413433.785204 + Penalty 2635.888852 = -410797.896351
  nChanged 49
		SP:Iteration 11Q (34230.770000 sec): 3 clusters
  Score: Raw -413458.233565 + Penalty 2635.888852 = -410822.344713
  nChanged 57
		SP:Iteration 12Q (34230.830000 sec): 3 clusters
  Score: Raw -413484.698142 + Penalty 2635.888852 = -410848.809290
  nChanged 55
		SP:Iteration 13Q (34230.900000 sec): 3 clusters
  Score: Raw -413506.207813 + Penalty 2635.888852 = -410870.318960
  nChanged 43
		SP:Iteration 14Q (34230.960000 sec): 3 clusters
  Score: Raw -413523.865797 + Penalty 2635.888852 = -410887.976945
  nChanged 48
		SP:Iteration 15Q (34231.030000 sec): 3 clusters
  Score: Raw -413548.025611 + Penalty 2635.888852 = -410912.136758
  nChanged 49
		SP:Iteration 16Q (34231.090000 sec): 3 clusters
  Score: Raw -413568.258325 + Penalty 2635.888852 = -410932.369472
  nChanged 44
		SP:Iteration 17Q (34231.150000 sec): 3 clusters
  Score: Raw -413586.480749 + Penalty 2635.888852 = -410950.591897
  nChanged 44
		SP:Iteration 18Q (34231.220000 sec): 3 clusters
  Score: Raw -413610.828750 + Penalty 2635.888852 = -410974.939898
  nChanged 51
		SP:Iteration 19Q (34231.280000 sec): 3 clusters
  Score: Raw -413631.692073 + Penalty 2635.888852 = -410995.803221
  nChanged 36
		SP:Iteration 20F (34231.350000 sec): 3 clusters
  Score: Raw -413644.606064 + Penalty 2635.888852 = -411008.717212
  nChanged 39
		SP:Iteration 21Q (34231.410000 sec): 3 clusters
  Score: Raw -413660.905558 + Penalty 2635.888852 = -411025.016706
  nChanged 26
		SP:Iteration 22Q (34231.470000 sec): 3 clusters
  Score: Raw -413669.963213 + Penalty 2635.888852 = -411034.074361
  nChanged 36
		SP:Iteration 23Q (34231.540000 sec): 3 clusters
  Score: Raw -413686.977691 + Penalty 2635.888852 = -411051.088839
  nChanged 32
		SP:Iteration 24Q (34231.600000 sec): 3 clusters
  Score: Raw -413704.030826 + Penalty 2635.888852 = -411068.141973
  nChanged 38
		SP:Iteration 25Q (34231.660000 sec): 3 clusters
  Score: Raw -413723.647147 + Penalty 2635.888852 = -411087.758295
  nChanged 34
		SP:Iteration 26Q (34231.730000 sec): 3 clusters
  Score: Raw -413738.994681 + Penalty 2635.888852 = -411103.105829
  nChanged 42
		SP:Iteration 27Q (34231.790000 sec): 3 clusters
  Score: Raw -413760.745802 + Penalty 2635.888852 = -411124.856950
  nChanged 40
		SP:Iteration 28Q (34231.850000 sec): 3 clusters
  Score: Raw -413784.101292 + Penalty 2635.888852 = -411148.212439
  nChanged 38
		SP:Iteration 29Q (34231.920000 sec): 3 clusters
  Score: Raw -413801.831045 + Penalty 2635.888852 = -411165.942193
  nChanged 25
		SP:Iteration 30Q (34231.980000 sec): 3 clusters
  Score: Raw -413810.960366 + Penalty 2635.888852 = -411175.071514
  nChanged 17
		SP:Iteration 31Q (34232.050000 sec): 3 clusters
  Score: Raw -413817.719595 + Penalty 2635.888852 = -411181.830743
  nChanged 21
		SP:Iteration 32Q (34232.110000 sec): 3 clusters
  Score: Raw -413826.435845 + Penalty 2635.888852 = -411190.546992
  nChanged 18
		SP:Iteration 33Q (34232.170000 sec): 3 clusters
  Score: Raw -413836.013978 + Penalty 2635.888852 = -411200.125126
  nChanged 18
		SP:Iteration 34Q (34232.230000 sec): 3 clusters
  Score: Raw -413844.066852 + Penalty 2635.888852 = -411208.177999
  nChanged 16
		SP:Iteration 35Q (34232.300000 sec): 3 clusters
  Score: Raw -413852.631028 + Penalty 2635.888852 = -411216.742175
  nChanged 11
		SP:Iteration 36Q (34232.360000 sec): 3 clusters
  Score: Raw -413857.839822 + Penalty 2635.888852 = -411221.950970
  nChanged 7
		SP:Iteration 37Q (34232.430000 sec): 3 clusters
  Score: Raw -413860.216471 + Penalty 2635.888852 = -411224.327619
  nChanged 3
		SP:Iteration 38Q (34232.490000 sec): 3 clusters
  Score: Raw -413861.347049 + Penalty 2635.888852 = -411225.458196
  nChanged 4
		SP:Iteration 39Q (34232.550000 sec): 3 clusters
  Score: Raw -413862.852986 + Penalty 2635.888852 = -411226.964134
  nChanged 3
		SP:Iteration 40F (34232.620000 sec): 3 clusters
  Score: Raw -413863.624149 + Penalty 2635.888852 = -411227.735296
  nChanged 2
		SP:Iteration 41Q (34232.680000 sec): 3 clusters
  Score: Raw -413864.446238 + Penalty 2635.888852 = -411228.557386
  nChanged 3
		SP:Iteration 42Q (34232.740000 sec): 3 clusters
  Score: Raw -413866.025905 + Penalty 2635.888852 = -411230.137053
  nChanged 6
		SP:Iteration 43Q (34232.810000 sec): 3 clusters
  Score: Raw -413868.942875 + Penalty 2635.888852 = -411233.054023
  nChanged 5
		SP:Iteration 44Q (34232.870000 sec): 3 clusters
  Score: Raw -413871.159047 + Penalty 2635.888852 = -411235.270194
  nChanged 6
		SP:Iteration 45Q (34232.930000 sec): 3 clusters
  Score: Raw -413873.451613 + Penalty 2635.888852 = -411237.562761
  nChanged 6
		SP:Iteration 46Q (34233.000000 sec): 3 clusters
  Score: Raw -413876.381001 + Penalty 2635.888852 = -411240.492149
  nChanged 9
		SP:Iteration 47Q (34233.060000 sec): 3 clusters
  Score: Raw -413880.692153 + Penalty 2635.888852 = -411244.803301
  nChanged 7
		SP:Iteration 48Q (34233.130000 sec): 3 clusters
  Score: Raw -413884.056273 + Penalty 2635.888852 = -411248.167421
  nChanged 6
		SP:Iteration 49Q (34233.190000 sec): 3 clusters
  Score: Raw -413886.886499 + Penalty 2635.888852 = -411250.997647
  nChanged 7
		SP:Iteration 50Q (34233.250000 sec): 3 clusters
  Score: Raw -413889.423108 + Penalty 2635.888852 = -411253.534256
  nChanged 6
		SP:Iteration 51Q (34233.310000 sec): 3 clusters
  Score: Raw -413891.391912 + Penalty 2635.888852 = -411255.503060
  nChanged 4
		SP:Iteration 52Q (34233.380000 sec): 3 clusters
  Score: Raw -413892.608481 + Penalty 2635.888852 = -411256.719629
  nChanged 3
		SP:Iteration 53Q (34233.440000 sec): 3 clusters
  Score: Raw -413893.479268 + Penalty 2635.888852 = -411257.590416
  nChanged 2
		SP:Iteration 54Q (34233.510000 sec): 3 clusters
  Score: Raw -413894.548655 + Penalty 2635.888852 = -411258.659803
  nChanged 2
		SP:Iteration 55Q (34233.570000 sec): 3 clusters
  Score: Raw -413895.420385 + Penalty 2635.888852 = -411259.531533
  nChanged 2
		SP:Iteration 56Q (34233.630000 sec): 3 clusters
  Score: Raw -413896.295862 + Penalty 2635.888852 = -411260.407010
  nChanged 5
		SP:Iteration 57Q (34233.690000 sec): 3 clusters
  Score: Raw -413899.597787 + Penalty 2635.888852 = -411263.708934
  nChanged 4
		SP:Iteration 58Q (34233.760000 sec): 3 clusters
  Score: Raw -413901.949170 + Penalty 2635.888852 = -411266.060318
  nChanged 3
		SP:Iteration 59Q (34233.820000 sec): 3 clusters
  Score: Raw -413903.715832 + Penalty 2635.888852 = -411267.826980
  nChanged 4
		SP:Iteration 60F (34233.890000 sec): 3 clusters
  Score: Raw -413905.930862 + Penalty 2635.888852 = -411270.042010
  nChanged 4
		SP:Iteration 61Q (34233.950000 sec): 3 clusters
  Score: Raw -413907.961461 + Penalty 2635.888852 = -411272.072609
  nChanged 5
		SP:Iteration 62Q (34234.010000 sec): 3 clusters
  Score: Raw -413910.799402 + Penalty 2635.888852 = -411274.910550
  nChanged 6
		SP:Iteration 63Q (34234.070000 sec): 3 clusters
  Score: Raw -413912.979853 + Penalty 2635.888852 = -411277.091001
  nChanged 6
		SP:Iteration 64Q (34234.140000 sec): 3 clusters
  Score: Raw -413916.862485 + Penalty 2635.888852 = -411280.973633
  nChanged 10
		SP:Iteration 65Q (34234.200000 sec): 3 clusters
  Score: Raw -413923.461563 + Penalty 2635.888852 = -411287.572710
  nChanged 13
		SP:Iteration 66Q (34234.260000 sec): 3 clusters
  Score: Raw -413931.267599 + Penalty 2635.888852 = -411295.378747
  nChanged 11
		SP:Iteration 67Q (34234.330000 sec): 3 clusters
  Score: Raw -413937.858645 + Penalty 2635.888852 = -411301.969793
  nChanged 6
		SP:Iteration 68Q (34234.390000 sec): 3 clusters
  Score: Raw -413940.859035 + Penalty 2635.888852 = -411304.970183
  nChanged 2
		SP:Iteration 69Q (34234.450000 sec): 3 clusters
  Score: Raw -413942.078903 + Penalty 2635.888852 = -411306.190051
  nChanged 3
		SP:Iteration 70Q (34234.520000 sec): 3 clusters
  Score: Raw -413944.574458 + Penalty 2635.888852 = -411308.685606
  nChanged 3
		SP:Iteration 71Q (34234.580000 sec): 3 clusters
  Score: Raw -413947.081216 + Penalty 2635.888852 = -411311.192363
  nChanged 5
		SP:Iteration 72Q (34234.640000 sec): 3 clusters
  Score: Raw -413949.290022 + Penalty 2635.888852 = -411313.401170
  nChanged 3
		SP:Iteration 73Q (34234.710000 sec): 3 clusters
  Score: Raw -413952.274843 + Penalty 2635.888852 = -411316.385990
  nChanged 6
		SP:Iteration 74Q (34234.770000 sec): 3 clusters
  Score: Raw -413956.580799 + Penalty 2635.888852 = -411320.691947
  nChanged 3
		SP:Iteration 75Q (34234.830000 sec): 3 clusters
  Score: Raw -413959.612279 + Penalty 2635.888852 = -411323.723427
  nChanged 5
		SP:Iteration 76Q (34234.890000 sec): 3 clusters
  Score: Raw -413962.294756 + Penalty 2635.888852 = -411326.405904
  nChanged 7
		SP:Iteration 77Q (34234.960000 sec): 3 clusters
  Score: Raw -413966.031749 + Penalty 2635.888852 = -411330.142897
  nChanged 1
		SP:Iteration 78Q (34235.020000 sec): 3 clusters
  Score: Raw -413966.602591 + Penalty 2635.888852 = -411330.713739
  nChanged 1
		SP:Iteration 79Q (34235.080000 sec): 3 clusters
  Score: Raw -413967.582276 + Penalty 2635.888852 = -411331.693423
  nChanged 0
		SP:Iteration 80F (34235.150000 sec): 3 clusters
  Score: Raw -413967.582276 + Penalty 2635.888852 = -411331.693423
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 89 (347 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34235.200000 sec): 2 clusters
  Score: Raw -34071.826769 + Penalty 950.515277 = -33121.311492
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34235.210000 sec): 3 clusters
  Score: Raw -34179.235641 + Penalty 1901.030553 = -32278.205088
  nChanged 85
		SP:Iteration 1F (34235.220000 sec): 3 clusters
  Score: Raw -34448.030268 + Penalty 1901.030553 = -32546.999715
  nChanged 22
		SP:Iteration 2F (34235.230000 sec): 3 clusters
  Score: Raw -34535.983082 + Penalty 1901.030553 = -32634.952529
  nChanged 12
		SP:Iteration 3Q (34235.230000 sec): 3 clusters
  Score: Raw -34574.979099 + Penalty 1901.030553 = -32673.948546
  nChanged 10
		SP:Iteration 4Q (34235.240000 sec): 3 clusters
  Score: Raw -34604.285315 + Penalty 1901.030553 = -32703.254761
  nChanged 4
		SP:Iteration 5Q (34235.250000 sec): 3 clusters
  Score: Raw -34615.047045 + Penalty 1901.030553 = -32714.016491
  nChanged 2
		SP:Iteration 6Q (34235.260000 sec): 3 clusters
  Score: Raw -34618.541399 + Penalty 1901.030553 = -32717.510846
  nChanged 0
		SP:Iteration 7F (34235.270000 sec): 3 clusters
  Score: Raw -34618.541399 + Penalty 1901.030553 = -32717.510846
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 90 (2355 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34235.330000 sec): 2 clusters
  Score: Raw -269453.166831 + Penalty 1261.698101 = -268191.468730
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34235.380000 sec): 3 clusters
  Score: Raw -268412.658843 + Penalty 2523.396202 = -265889.262641
  nChanged 881
		SP:Iteration 1F (34235.430000 sec): 3 clusters
  Score: Raw -269040.160866 + Penalty 2523.396202 = -266516.764664
  nChanged 202
		SP:Iteration 2F (34235.470000 sec): 3 clusters
  Score: Raw -269201.504646 + Penalty 2523.396202 = -266678.108444
  nChanged 129
		SP:Iteration 3F (34235.510000 sec): 3 clusters
  Score: Raw -269332.549704 + Penalty 2523.396202 = -266809.153502
  nChanged 133
		SP:Iteration 4F (34235.560000 sec): 3 clusters
  Score: Raw -269474.812702 + Penalty 2523.396202 = -266951.416499
  nChanged 131
		SP:Iteration 5F (34235.600000 sec): 3 clusters
  Score: Raw -269630.830082 + Penalty 2523.396202 = -267107.433880
  nChanged 137
		SP:Iteration 6F (34235.640000 sec): 3 clusters
  Score: Raw -269783.044953 + Penalty 2523.396202 = -267259.648751
  nChanged 107
		SP:Iteration 7Q (34235.690000 sec): 3 clusters
  Score: Raw -269868.931303 + Penalty 2523.396202 = -267345.535101
  nChanged 87
		SP:Iteration 8Q (34235.730000 sec): 3 clusters
  Score: Raw -269944.874870 + Penalty 2523.396202 = -267421.478668
  nChanged 61
		SP:Iteration 9Q (34235.770000 sec): 3 clusters
  Score: Raw -269987.813982 + Penalty 2523.396202 = -267464.417780
  nChanged 40
		SP:Iteration 10Q (34235.810000 sec): 3 clusters
  Score: Raw -270014.542861 + Penalty 2523.396202 = -267491.146659
  nChanged 32
		SP:Iteration 11Q (34235.850000 sec): 3 clusters
  Score: Raw -270035.369294 + Penalty 2523.396202 = -267511.973092
  nChanged 28
		SP:Iteration 12Q (34235.900000 sec): 3 clusters
  Score: Raw -270057.168819 + Penalty 2523.396202 = -267533.772617
  nChanged 28
		SP:Iteration 13Q (34235.940000 sec): 3 clusters
  Score: Raw -270076.577863 + Penalty 2523.396202 = -267553.181661
  nChanged 30
		SP:Iteration 14Q (34235.980000 sec): 3 clusters
  Score: Raw -270100.159378 + Penalty 2523.396202 = -267576.763176
  nChanged 18
		SP:Iteration 15Q (34236.030000 sec): 3 clusters
  Score: Raw -270111.202512 + Penalty 2523.396202 = -267587.806310
  nChanged 13
		SP:Iteration 16Q (34236.070000 sec): 3 clusters
  Score: Raw -270123.195822 + Penalty 2523.396202 = -267599.799620
  nChanged 9
		SP:Iteration 17Q (34236.110000 sec): 3 clusters
  Score: Raw -270130.720401 + Penalty 2523.396202 = -267607.324199
  nChanged 8
		SP:Iteration 18Q (34236.150000 sec): 3 clusters
  Score: Raw -270135.550408 + Penalty 2523.396202 = -267612.154206
  nChanged 10
		SP:Iteration 19Q (34236.190000 sec): 3 clusters
  Score: Raw -270140.943524 + Penalty 2523.396202 = -267617.547322
  nChanged 7
		SP:Iteration 20F (34236.240000 sec): 3 clusters
  Score: Raw -270145.302132 + Penalty 2523.396202 = -267621.905930
  nChanged 6
		SP:Iteration 21Q (34236.280000 sec): 3 clusters
  Score: Raw -270148.459153 + Penalty 2523.396202 = -267625.062951
  nChanged 2
		SP:Iteration 22Q (34236.330000 sec): 3 clusters
  Score: Raw -270148.939606 + Penalty 2523.396202 = -267625.543404
  nChanged 0
		SP:Iteration 23F (34236.370000 sec): 3 clusters
  Score: Raw -270148.939606 + Penalty 2523.396202 = -267625.543404
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 91 (13781 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34236.520000 sec): 2 clusters
  Score: Raw -1596610.508955 + Penalty 1548.794993 = -1595061.713962
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34236.700000 sec): 3 clusters
  Score: Raw -1588522.263214 + Penalty 3097.589986 = -1585424.673228
  nChanged 6156
		SP:Iteration 1F (34236.920000 sec): 3 clusters
  Score: Raw -1592457.197405 + Penalty 3097.589986 = -1589359.607419
  nChanged 1053
		SP:Iteration 2F (34237.090000 sec): 3 clusters
  Score: Raw -1593244.649005 + Penalty 3097.589986 = -1590147.059019
  nChanged 1057
		SP:Iteration 3F (34237.270000 sec): 3 clusters
  Score: Raw -1594058.056589 + Penalty 3097.589986 = -1590960.466602
  nChanged 967
		SP:Iteration 4F (34237.460000 sec): 3 clusters
  Score: Raw -1594773.147549 + Penalty 3097.589986 = -1591675.557563
  nChanged 843
		SP:Iteration 5F (34237.660000 sec): 3 clusters
  Score: Raw -1595304.772418 + Penalty 3097.589986 = -1592207.182432
  nChanged 730
		SP:Iteration 6F (34237.840000 sec): 3 clusters
  Score: Raw -1595658.626281 + Penalty 3097.589986 = -1592561.036295
  nChanged 531
		SP:Iteration 7Q (34238.030000 sec): 3 clusters
  Score: Raw -1595891.729334 + Penalty 3097.589986 = -1592794.139348
  nChanged 415
		SP:Iteration 8Q (34238.230000 sec): 3 clusters
  Score: Raw -1596084.137380 + Penalty 3097.589986 = -1592986.547394
  nChanged 327
		SP:Iteration 9Q (34238.410000 sec): 3 clusters
  Score: Raw -1596230.774816 + Penalty 3097.589986 = -1593133.184830
  nChanged 297
		SP:Iteration 10Q (34238.610000 sec): 3 clusters
  Score: Raw -1596361.639881 + Penalty 3097.589986 = -1593264.049895
  nChanged 265
		SP:Iteration 11Q (34238.790000 sec): 3 clusters
  Score: Raw -1596482.252235 + Penalty 3097.589986 = -1593384.662249
  nChanged 265
		SP:Iteration 12Q (34238.990000 sec): 3 clusters
  Score: Raw -1596602.551540 + Penalty 3097.589986 = -1593504.961554
  nChanged 251
		SP:Iteration 13Q (34239.180000 sec): 3 clusters
  Score: Raw -1596710.556803 + Penalty 3097.589986 = -1593612.966817
  nChanged 217
		SP:Iteration 14Q (34239.370000 sec): 3 clusters
  Score: Raw -1596801.292681 + Penalty 3097.589986 = -1593703.702695
  nChanged 205
		SP:Iteration 15Q (34239.570000 sec): 3 clusters
  Score: Raw -1596877.536047 + Penalty 3097.589986 = -1593779.946061
  nChanged 161
		SP:Iteration 16Q (34239.740000 sec): 3 clusters
  Score: Raw -1596922.301633 + Penalty 3097.589986 = -1593824.711647
  nChanged 133
		SP:Iteration 17Q (34239.940000 sec): 3 clusters
  Score: Raw -1596957.023156 + Penalty 3097.589986 = -1593859.433170
  nChanged 120
		SP:Iteration 18Q (34240.130000 sec): 3 clusters
  Score: Raw -1596986.084883 + Penalty 3097.589986 = -1593888.494897
  nChanged 106
		SP:Iteration 19Q (34240.310000 sec): 3 clusters
  Score: Raw -1597008.775068 + Penalty 3097.589986 = -1593911.185082
  nChanged 102
		SP:Iteration 20F (34240.520000 sec): 3 clusters
  Score: Raw -1597028.675259 + Penalty 3097.589986 = -1593931.085273
  nChanged 88
		SP:Iteration 21Q (34240.690000 sec): 3 clusters
  Score: Raw -1597045.235488 + Penalty 3097.589986 = -1593947.645502
  nChanged 75
		SP:Iteration 22Q (34240.890000 sec): 3 clusters
  Score: Raw -1597060.451054 + Penalty 3097.589986 = -1593962.861068
  nChanged 79
		SP:Iteration 23Q (34241.080000 sec): 3 clusters
  Score: Raw -1597076.433463 + Penalty 3097.589986 = -1593978.843477
  nChanged 70
		SP:Iteration 24Q (34241.270000 sec): 3 clusters
  Score: Raw -1597091.295644 + Penalty 3097.589986 = -1593993.705658
  nChanged 66
		SP:Iteration 25Q (34241.470000 sec): 3 clusters
  Score: Raw -1597108.102951 + Penalty 3097.589986 = -1594010.512965
  nChanged 91
		SP:Iteration 26Q (34241.690000 sec): 3 clusters
  Score: Raw -1597129.160363 + Penalty 3097.589986 = -1594031.570377
  nChanged 72
		SP:Iteration 27Q (34241.870000 sec): 3 clusters
  Score: Raw -1597145.136098 + Penalty 3097.589986 = -1594047.546112
  nChanged 82
		SP:Iteration 28Q (34242.060000 sec): 3 clusters
  Score: Raw -1597166.602247 + Penalty 3097.589986 = -1594069.012261
  nChanged 81
		SP:Iteration 29Q (34242.250000 sec): 3 clusters
  Score: Raw -1597186.899308 + Penalty 3097.589986 = -1594089.309322
  nChanged 76
		SP:Iteration 30Q (34242.440000 sec): 3 clusters
  Score: Raw -1597206.339118 + Penalty 3097.589986 = -1594108.749132
  nChanged 75
		SP:Iteration 31Q (34242.620000 sec): 3 clusters
  Score: Raw -1597223.129996 + Penalty 3097.589986 = -1594125.540010
  nChanged 72
		SP:Iteration 32Q (34242.830000 sec): 3 clusters
  Score: Raw -1597241.518723 + Penalty 3097.589986 = -1594143.928737
  nChanged 66
		SP:Iteration 33Q (34243.050000 sec): 3 clusters
  Score: Raw -1597253.823326 + Penalty 3097.589986 = -1594156.233339
  nChanged 57
		SP:Iteration 34Q (34243.230000 sec): 3 clusters
  Score: Raw -1597263.778886 + Penalty 3097.589986 = -1594166.188900
  nChanged 55
		SP:Iteration 35Q (34243.430000 sec): 3 clusters
  Score: Raw -1597274.018443 + Penalty 3097.589986 = -1594176.428457
  nChanged 49
		SP:Iteration 36Q (34243.610000 sec): 3 clusters
  Score: Raw -1597281.459430 + Penalty 3097.589986 = -1594183.869444
  nChanged 38
		SP:Iteration 37Q (34243.800000 sec): 3 clusters
  Score: Raw -1597286.798082 + Penalty 3097.589986 = -1594189.208096
  nChanged 35
		SP:Iteration 38Q (34244.000000 sec): 3 clusters
  Score: Raw -1597292.609612 + Penalty 3097.589986 = -1594195.019626
  nChanged 38
		SP:Iteration 39Q (34244.220000 sec): 3 clusters
  Score: Raw -1597301.722473 + Penalty 3097.589986 = -1594204.132487
  nChanged 59
		SP:Iteration 40F (34244.390000 sec): 3 clusters
  Score: Raw -1597315.325248 + Penalty 3097.589986 = -1594217.735262
  nChanged 56
		SP:Iteration 41Q (34244.580000 sec): 3 clusters
  Score: Raw -1597326.436069 + Penalty 3097.589986 = -1594228.846083
  nChanged 47
		SP:Iteration 42Q (34244.760000 sec): 3 clusters
  Score: Raw -1597335.558420 + Penalty 3097.589986 = -1594237.968434
  nChanged 49
		SP:Iteration 43Q (34244.960000 sec): 3 clusters
  Score: Raw -1597345.681083 + Penalty 3097.589986 = -1594248.091097
  nChanged 58
		SP:Iteration 44Q (34245.140000 sec): 3 clusters
  Score: Raw -1597358.120651 + Penalty 3097.589986 = -1594260.530665
  nChanged 63
		SP:Iteration 45Q (34245.350000 sec): 3 clusters
  Score: Raw -1597371.449589 + Penalty 3097.589986 = -1594273.859603
  nChanged 46
		SP:Iteration 46Q (34245.570000 sec): 3 clusters
  Score: Raw -1597380.287714 + Penalty 3097.589986 = -1594282.697728
  nChanged 49
		SP:Iteration 47Q (34245.790000 sec): 3 clusters
  Score: Raw -1597389.963396 + Penalty 3097.589986 = -1594292.373409
  nChanged 42
		SP:Iteration 48Q (34245.960000 sec): 3 clusters
  Score: Raw -1597397.990924 + Penalty 3097.589986 = -1594300.400938
  nChanged 36
		SP:Iteration 49Q (34246.170000 sec): 3 clusters
  Score: Raw -1597406.972400 + Penalty 3097.589986 = -1594309.382414
  nChanged 40
		SP:Iteration 50Q (34246.350000 sec): 3 clusters
  Score: Raw -1597415.604766 + Penalty 3097.589986 = -1594318.014780
  nChanged 32
		SP:Iteration 51Q (34246.530000 sec): 3 clusters
  Score: Raw -1597422.344882 + Penalty 3097.589986 = -1594324.754896
  nChanged 41
		SP:Iteration 52Q (34246.740000 sec): 3 clusters
  Score: Raw -1597432.025941 + Penalty 3097.589986 = -1594334.435955
  nChanged 41
		SP:Iteration 53Q (34246.910000 sec): 3 clusters
  Score: Raw -1597441.553361 + Penalty 3097.589986 = -1594343.963375
  nChanged 36
		SP:Iteration 54Q (34247.130000 sec): 3 clusters
  Score: Raw -1597450.407250 + Penalty 3097.589986 = -1594352.817264
  nChanged 47
		SP:Iteration 55Q (34247.310000 sec): 3 clusters
  Score: Raw -1597462.199304 + Penalty 3097.589986 = -1594364.609318
  nChanged 41
		SP:Iteration 56Q (34247.500000 sec): 3 clusters
  Score: Raw -1597469.465744 + Penalty 3097.589986 = -1594371.875758
  nChanged 33
		SP:Iteration 57Q (34247.700000 sec): 3 clusters
  Score: Raw -1597478.499201 + Penalty 3097.589986 = -1594380.909214
  nChanged 49
		SP:Iteration 58Q (34247.870000 sec): 3 clusters
  Score: Raw -1597492.475984 + Penalty 3097.589986 = -1594394.885998
  nChanged 39
		SP:Iteration 59Q (34248.090000 sec): 3 clusters
  Score: Raw -1597503.022743 + Penalty 3097.589986 = -1594405.432757
  nChanged 35
		SP:Iteration 60F (34248.270000 sec): 3 clusters
  Score: Raw -1597511.520694 + Penalty 3097.589986 = -1594413.930708
  nChanged 44
		SP:Iteration 61Q (34248.450000 sec): 3 clusters
  Score: Raw -1597525.587494 + Penalty 3097.589986 = -1594427.997508
  nChanged 56
		SP:Iteration 62Q (34248.630000 sec): 3 clusters
  Score: Raw -1597539.762611 + Penalty 3097.589986 = -1594442.172625
  nChanged 46
		SP:Iteration 63Q (34248.840000 sec): 3 clusters
  Score: Raw -1597550.463680 + Penalty 3097.589986 = -1594452.873694
  nChanged 37
		SP:Iteration 64Q (34249.010000 sec): 3 clusters
  Score: Raw -1597558.400497 + Penalty 3097.589986 = -1594460.810511
  nChanged 26
		SP:Iteration 65Q (34249.230000 sec): 3 clusters
  Score: Raw -1597565.372506 + Penalty 3097.589986 = -1594467.782520
  nChanged 31
		SP:Iteration 66Q (34249.440000 sec): 3 clusters
  Score: Raw -1597575.281074 + Penalty 3097.589986 = -1594477.691088
  nChanged 34
		SP:Iteration 67Q (34249.660000 sec): 3 clusters
  Score: Raw -1597583.484506 + Penalty 3097.589986 = -1594485.894520
  nChanged 42
		SP:Iteration 68Q (34249.870000 sec): 3 clusters
  Score: Raw -1597593.060980 + Penalty 3097.589986 = -1594495.470994
  nChanged 37
		SP:Iteration 69Q (34250.060000 sec): 3 clusters
  Score: Raw -1597601.150048 + Penalty 3097.589986 = -1594503.560062
  nChanged 34
		SP:Iteration 70Q (34250.260000 sec): 3 clusters
  Score: Raw -1597608.328682 + Penalty 3097.589986 = -1594510.738696
  nChanged 31
		SP:Iteration 71Q (34250.450000 sec): 3 clusters
  Score: Raw -1597616.462692 + Penalty 3097.589986 = -1594518.872706
  nChanged 33
		SP:Iteration 72Q (34250.640000 sec): 3 clusters
  Score: Raw -1597624.404930 + Penalty 3097.589986 = -1594526.814944
  nChanged 36
		SP:Iteration 73Q (34250.840000 sec): 3 clusters
  Score: Raw -1597634.084193 + Penalty 3097.589986 = -1594536.494207
  nChanged 39
		SP:Iteration 74Q (34251.020000 sec): 3 clusters
  Score: Raw -1597644.018456 + Penalty 3097.589986 = -1594546.428470
  nChanged 29
		SP:Iteration 75Q (34251.220000 sec): 3 clusters
  Score: Raw -1597650.651885 + Penalty 3097.589986 = -1594553.061899
  nChanged 31
		SP:Iteration 76Q (34251.410000 sec): 3 clusters
  Score: Raw -1597660.503166 + Penalty 3097.589986 = -1594562.913180
  nChanged 31
		SP:Iteration 77Q (34251.600000 sec): 3 clusters
  Score: Raw -1597670.404308 + Penalty 3097.589986 = -1594572.814322
  nChanged 38
		SP:Iteration 78Q (34251.800000 sec): 3 clusters
  Score: Raw -1597684.127923 + Penalty 3097.589986 = -1594586.537937
  nChanged 34
		SP:Iteration 79Q (34251.980000 sec): 3 clusters
  Score: Raw -1597696.974193 + Penalty 3097.589986 = -1594599.384207
  nChanged 40
		SP:Iteration 80F (34252.200000 sec): 3 clusters
  Score: Raw -1597713.758395 + Penalty 3097.589986 = -1594616.168409
  nChanged 51
		SP:Iteration 81Q (34252.370000 sec): 3 clusters
  Score: Raw -1597734.608110 + Penalty 3097.589986 = -1594637.018124
  nChanged 46
		SP:Iteration 82Q (34252.550000 sec): 3 clusters
  Score: Raw -1597751.892693 + Penalty 3097.589986 = -1594654.302707
  nChanged 37
		SP:Iteration 83Q (34252.740000 sec): 3 clusters
  Score: Raw -1597765.632326 + Penalty 3097.589986 = -1594668.042340
  nChanged 27
		SP:Iteration 84Q (34252.950000 sec): 3 clusters
  Score: Raw -1597775.458181 + Penalty 3097.589986 = -1594677.868195
  nChanged 28
		SP:Iteration 85Q (34253.130000 sec): 3 clusters
  Score: Raw -1597784.840268 + Penalty 3097.589986 = -1594687.250282
  nChanged 20
		SP:Iteration 86Q (34253.350000 sec): 3 clusters
  Score: Raw -1597789.461961 + Penalty 3097.589986 = -1594691.871975
  nChanged 15
		SP:Iteration 87Q (34253.520000 sec): 3 clusters
  Score: Raw -1597792.785415 + Penalty 3097.589986 = -1594695.195429
  nChanged 14
		SP:Iteration 88Q (34253.720000 sec): 3 clusters
  Score: Raw -1597796.060238 + Penalty 3097.589986 = -1594698.470252
  nChanged 10
		SP:Iteration 89Q (34253.910000 sec): 3 clusters
  Score: Raw -1597797.638098 + Penalty 3097.589986 = -1594700.048112
  nChanged 7
		SP:Iteration 90Q (34254.100000 sec): 3 clusters
  Score: Raw -1597798.729106 + Penalty 3097.589986 = -1594701.139120
  nChanged 4
		SP:Iteration 91Q (34254.300000 sec): 3 clusters
  Score: Raw -1597799.594050 + Penalty 3097.589986 = -1594702.004064
  nChanged 5
		SP:Iteration 92Q (34254.480000 sec): 3 clusters
  Score: Raw -1597800.331964 + Penalty 3097.589986 = -1594702.741978
  nChanged 3
		SP:Iteration 93Q (34254.700000 sec): 3 clusters
  Score: Raw -1597800.655651 + Penalty 3097.589986 = -1594703.065665
  nChanged 3
		SP:Iteration 94Q (34254.910000 sec): 3 clusters
  Score: Raw -1597800.993337 + Penalty 3097.589986 = -1594703.403351
  nChanged 2
		SP:Iteration 95Q (34255.130000 sec): 3 clusters
  Score: Raw -1597801.102310 + Penalty 3097.589986 = -1594703.512324
  nChanged 0
		SP:Iteration 96F (34255.340000 sec): 3 clusters
  Score: Raw -1597801.102310 + Penalty 3097.589986 = -1594703.512324
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 92 (13424 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34255.480000 sec): 2 clusters
  Score: Raw -1573968.154431 + Penalty 1544.529907 = -1572423.624524
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34255.670000 sec): 3 clusters
  Score: Raw -1566133.053864 + Penalty 3089.059814 = -1563043.994050
  nChanged 5962
		SP:Iteration 1F (34255.860000 sec): 3 clusters
  Score: Raw -1569460.883724 + Penalty 3089.059814 = -1566371.823910
  nChanged 844
		SP:Iteration 2F (34256.030000 sec): 3 clusters
  Score: Raw -1569899.079359 + Penalty 3089.059814 = -1566810.019545
  nChanged 811
		SP:Iteration 3F (34256.210000 sec): 3 clusters
  Score: Raw -1570347.104574 + Penalty 3089.059814 = -1567258.044760
  nChanged 792
		SP:Iteration 4F (34256.390000 sec): 3 clusters
  Score: Raw -1570787.291702 + Penalty 3089.059814 = -1567698.231888
  nChanged 735
		SP:Iteration 5F (34256.590000 sec): 3 clusters
  Score: Raw -1571235.335809 + Penalty 3089.059814 = -1568146.275994
  nChanged 722
		SP:Iteration 6F (34256.780000 sec): 3 clusters
  Score: Raw -1571666.490686 + Penalty 3089.059814 = -1568577.430872
  nChanged 738
		SP:Iteration 7F (34256.960000 sec): 3 clusters
  Score: Raw -1572160.965785 + Penalty 3089.059814 = -1569071.905970
  nChanged 726
		SP:Iteration 8F (34257.140000 sec): 3 clusters
  Score: Raw -1572720.715875 + Penalty 3089.059814 = -1569631.656060
  nChanged 727
		SP:Iteration 9F (34257.350000 sec): 3 clusters
  Score: Raw -1573323.397174 + Penalty 3089.059814 = -1570234.337360
  nChanged 617
		SP:Iteration 10Q (34257.550000 sec): 3 clusters
  Score: Raw -1573861.316024 + Penalty 3089.059814 = -1570772.256209
  nChanged 566
		SP:Iteration 11Q (34257.730000 sec): 3 clusters
  Score: Raw -1574298.430163 + Penalty 3089.059814 = -1571209.370349
  nChanged 439
		SP:Iteration 12Q (34257.910000 sec): 3 clusters
  Score: Raw -1574683.043537 + Penalty 3089.059814 = -1571593.983722
  nChanged 368
		SP:Iteration 13Q (34258.110000 sec): 3 clusters
  Score: Raw -1575072.113471 + Penalty 3089.059814 = -1571983.053657
  nChanged 319
		SP:Iteration 14Q (34258.310000 sec): 3 clusters
  Score: Raw -1575519.172233 + Penalty 3089.059814 = -1572430.112419
  nChanged 279
		SP:Iteration 15Q (34258.480000 sec): 3 clusters
  Score: Raw -1575863.082869 + Penalty 3089.059814 = -1572774.023054
  nChanged 181
		SP:Iteration 16Q (34258.650000 sec): 3 clusters
  Score: Raw -1575990.730815 + Penalty 3089.059814 = -1572901.671001
  nChanged 109
		SP:Iteration 17Q (34258.840000 sec): 3 clusters
  Score: Raw -1576034.372500 + Penalty 3089.059814 = -1572945.312685
  nChanged 64
		SP:Iteration 18Q (34259.000000 sec): 3 clusters
  Score: Raw -1576049.177142 + Penalty 3089.059814 = -1572960.117328
  nChanged 33
		SP:Iteration 19Q (34259.160000 sec): 3 clusters
  Score: Raw -1576055.432526 + Penalty 3089.059814 = -1572966.372711
  nChanged 18
		SP:Iteration 20F (34259.400000 sec): 3 clusters
  Score: Raw -1576058.026798 + Penalty 3089.059814 = -1572968.966984
  nChanged 13
		SP:Iteration 21Q (34259.550000 sec): 3 clusters
  Score: Raw -1576059.638098 + Penalty 3089.059814 = -1572970.578284
  nChanged 15
		SP:Iteration 22Q (34259.710000 sec): 3 clusters
  Score: Raw -1576061.620326 + Penalty 3089.059814 = -1572972.560511
  nChanged 9
		SP:Iteration 23Q (34259.900000 sec): 3 clusters
  Score: Raw -1576062.241750 + Penalty 3089.059814 = -1572973.181935
  nChanged 2
		SP:Iteration 24Q (34260.090000 sec): 3 clusters
  Score: Raw -1576062.352757 + Penalty 3089.059814 = -1572973.292942
  nChanged 0
		SP:Iteration 25F (34260.310000 sec): 3 clusters
  Score: Raw -1576062.352757 + Penalty 3089.059814 = -1572973.292942
  nChanged 0
  Score: Raw -119091523.750504 + Penalty 256541.820117 = -118834981.930387

Splitting cluster 92 changes total score from -118815327.063226 to -118834981.930387

 So it's getting split into cluster 114.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 93 (5258 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34607.750000 sec): 2 clusters
  Score: Raw -622427.888086 + Penalty 1392.219726 = -621035.668360
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34607.880000 sec): 3 clusters
  Score: Raw -619719.315926 + Penalty 2784.439452 = -616934.876474
  nChanged 2143
		SP:Iteration 1F (34607.970000 sec): 3 clusters
  Score: Raw -621084.450078 + Penalty 2784.439452 = -618300.010627
  nChanged 480
		SP:Iteration 2F (34608.060000 sec): 3 clusters
  Score: Raw -621548.093612 + Penalty 2784.439452 = -618763.654160
  nChanged 441
		SP:Iteration 3F (34608.160000 sec): 3 clusters
  Score: Raw -621973.694279 + Penalty 2784.439452 = -619189.254828
  nChanged 359
		SP:Iteration 4F (34608.250000 sec): 3 clusters
  Score: Raw -622277.921941 + Penalty 2784.439452 = -619493.482489
  nChanged 290
		SP:Iteration 5F (34608.340000 sec): 3 clusters
  Score: Raw -622458.235023 + Penalty 2784.439452 = -619673.795571
  nChanged 205
		SP:Iteration 6Q (34608.430000 sec): 3 clusters
  Score: Raw -622574.811976 + Penalty 2784.439452 = -619790.372525
  nChanged 151
		SP:Iteration 7Q (34608.520000 sec): 3 clusters
  Score: Raw -622655.821723 + Penalty 2784.439452 = -619871.382271
  nChanged 142
		SP:Iteration 8Q (34608.610000 sec): 3 clusters
  Score: Raw -622733.507002 + Penalty 2784.439452 = -619949.067551
  nChanged 126
		SP:Iteration 9Q (34608.700000 sec): 3 clusters
  Score: Raw -622801.885256 + Penalty 2784.439452 = -620017.445805
  nChanged 118
		SP:Iteration 10Q (34608.790000 sec): 3 clusters
  Score: Raw -622861.236884 + Penalty 2784.439452 = -620076.797432
  nChanged 97
		SP:Iteration 11Q (34608.880000 sec): 3 clusters
  Score: Raw -622895.623368 + Penalty 2784.439452 = -620111.183916
  nChanged 59
		SP:Iteration 12Q (34608.980000 sec): 3 clusters
  Score: Raw -622915.854424 + Penalty 2784.439452 = -620131.414972
  nChanged 55
		SP:Iteration 13Q (34609.060000 sec): 3 clusters
  Score: Raw -622934.969771 + Penalty 2784.439452 = -620150.530320
  nChanged 54
		SP:Iteration 14Q (34609.160000 sec): 3 clusters
  Score: Raw -622953.930219 + Penalty 2784.439452 = -620169.490767
  nChanged 45
		SP:Iteration 15Q (34609.240000 sec): 3 clusters
  Score: Raw -622968.585253 + Penalty 2784.439452 = -620184.145801
  nChanged 26
		SP:Iteration 16Q (34609.340000 sec): 3 clusters
  Score: Raw -622976.629114 + Penalty 2784.439452 = -620192.189662
  nChanged 25
		SP:Iteration 17Q (34609.420000 sec): 3 clusters
  Score: Raw -622983.897956 + Penalty 2784.439452 = -620199.458504
  nChanged 21
		SP:Iteration 18Q (34609.520000 sec): 3 clusters
  Score: Raw -622990.848412 + Penalty 2784.439452 = -620206.408961
  nChanged 25
		SP:Iteration 19Q (34609.600000 sec): 3 clusters
  Score: Raw -622998.746537 + Penalty 2784.439452 = -620214.307085
  nChanged 19
		SP:Iteration 20F (34609.700000 sec): 3 clusters
  Score: Raw -623003.757906 + Penalty 2784.439452 = -620219.318454
  nChanged 18
		SP:Iteration 21Q (34609.790000 sec): 3 clusters
  Score: Raw -623008.266821 + Penalty 2784.439452 = -620223.827369
  nChanged 13
		SP:Iteration 22Q (34609.880000 sec): 3 clusters
  Score: Raw -623011.548178 + Penalty 2784.439452 = -620227.108726
  nChanged 15
		SP:Iteration 23Q (34609.970000 sec): 3 clusters
  Score: Raw -623017.246790 + Penalty 2784.439452 = -620232.807338
  nChanged 9
		SP:Iteration 24Q (34610.060000 sec): 3 clusters
  Score: Raw -623020.218800 + Penalty 2784.439452 = -620235.779348
  nChanged 13
		SP:Iteration 25Q (34610.150000 sec): 3 clusters
  Score: Raw -623026.478251 + Penalty 2784.439452 = -620242.038800
  nChanged 11
		SP:Iteration 26Q (34610.240000 sec): 3 clusters
  Score: Raw -623030.299627 + Penalty 2784.439452 = -620245.860175
  nChanged 10
		SP:Iteration 27Q (34610.320000 sec): 3 clusters
  Score: Raw -623033.637550 + Penalty 2784.439452 = -620249.198098
  nChanged 17
		SP:Iteration 28Q (34610.420000 sec): 3 clusters
  Score: Raw -623038.791914 + Penalty 2784.439452 = -620254.352463
  nChanged 18
		SP:Iteration 29Q (34610.500000 sec): 3 clusters
  Score: Raw -623046.144249 + Penalty 2784.439452 = -620261.704797
  nChanged 18
		SP:Iteration 30Q (34610.600000 sec): 3 clusters
  Score: Raw -623050.310498 + Penalty 2784.439452 = -620265.871047
  nChanged 11
		SP:Iteration 31Q (34610.680000 sec): 3 clusters
  Score: Raw -623053.827607 + Penalty 2784.439452 = -620269.388155
  nChanged 13
		SP:Iteration 32Q (34610.780000 sec): 3 clusters
  Score: Raw -623059.806015 + Penalty 2784.439452 = -620275.366563
  nChanged 12
		SP:Iteration 33Q (34610.860000 sec): 3 clusters
  Score: Raw -623064.571869 + Penalty 2784.439452 = -620280.132418
  nChanged 9
		SP:Iteration 34Q (34610.950000 sec): 3 clusters
  Score: Raw -623066.762136 + Penalty 2784.439452 = -620282.322685
  nChanged 4
		SP:Iteration 35Q (34611.040000 sec): 3 clusters
  Score: Raw -623068.587211 + Penalty 2784.439452 = -620284.147760
  nChanged 5
		SP:Iteration 36Q (34611.130000 sec): 3 clusters
  Score: Raw -623069.967734 + Penalty 2784.439452 = -620285.528282
  nChanged 5
		SP:Iteration 37Q (34611.220000 sec): 3 clusters
  Score: Raw -623071.273407 + Penalty 2784.439452 = -620286.833956
  nChanged 6
		SP:Iteration 38Q (34611.310000 sec): 3 clusters
  Score: Raw -623072.699441 + Penalty 2784.439452 = -620288.259989
  nChanged 2
		SP:Iteration 39Q (34611.400000 sec): 3 clusters
  Score: Raw -623073.188570 + Penalty 2784.439452 = -620288.749118
  nChanged 0
		SP:Iteration 40F (34611.490000 sec): 3 clusters
  Score: Raw -623073.188570 + Penalty 2784.439452 = -620288.749118
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 94 (3277 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34611.560000 sec): 2 clusters
  Score: Raw -366794.345834 + Penalty 1315.386093 = -365478.959741
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34611.630000 sec): 3 clusters
  Score: Raw -365249.605054 + Penalty 2630.772186 = -362618.832868
  nChanged 1251
		SP:Iteration 1F (34611.700000 sec): 3 clusters
  Score: Raw -366039.116699 + Penalty 2630.772186 = -363408.344513
  nChanged 262
		SP:Iteration 2F (34611.760000 sec): 3 clusters
  Score: Raw -366214.207390 + Penalty 2630.772186 = -363583.435204
  nChanged 177
		SP:Iteration 3F (34611.820000 sec): 3 clusters
  Score: Raw -366320.426488 + Penalty 2630.772186 = -363689.654303
  nChanged 135
		SP:Iteration 4Q (34611.880000 sec): 3 clusters
  Score: Raw -366404.918759 + Penalty 2630.772186 = -363774.146573
  nChanged 115
		SP:Iteration 5Q (34611.940000 sec): 3 clusters
  Score: Raw -366488.228002 + Penalty 2630.772186 = -363857.455816
  nChanged 125
		SP:Iteration 6Q (34612.000000 sec): 3 clusters
  Score: Raw -366584.479401 + Penalty 2630.772186 = -363953.707216
  nChanged 125
		SP:Iteration 7Q (34612.070000 sec): 3 clusters
  Score: Raw -366668.615288 + Penalty 2630.772186 = -364037.843102
  nChanged 94
		SP:Iteration 8Q (34612.120000 sec): 3 clusters
  Score: Raw -366729.282029 + Penalty 2630.772186 = -364098.509843
  nChanged 81
		SP:Iteration 9Q (34612.180000 sec): 3 clusters
  Score: Raw -366785.078715 + Penalty 2630.772186 = -364154.306529
  nChanged 81
		SP:Iteration 10Q (34612.240000 sec): 3 clusters
  Score: Raw -366837.786883 + Penalty 2630.772186 = -364207.014697
  nChanged 72
		SP:Iteration 11Q (34612.300000 sec): 3 clusters
  Score: Raw -366883.573316 + Penalty 2630.772186 = -364252.801130
  nChanged 65
		SP:Iteration 12Q (34612.360000 sec): 3 clusters
  Score: Raw -366920.452478 + Penalty 2630.772186 = -364289.680292
  nChanged 59
		SP:Iteration 13Q (34612.420000 sec): 3 clusters
  Score: Raw -366956.352587 + Penalty 2630.772186 = -364325.580401
  nChanged 48
		SP:Iteration 14Q (34612.480000 sec): 3 clusters
  Score: Raw -366986.338993 + Penalty 2630.772186 = -364355.566807
  nChanged 39
		SP:Iteration 15Q (34612.540000 sec): 3 clusters
  Score: Raw -367008.899958 + Penalty 2630.772186 = -364378.127773
  nChanged 34
		SP:Iteration 16Q (34612.590000 sec): 3 clusters
  Score: Raw -367026.297213 + Penalty 2630.772186 = -364395.525027
  nChanged 35
		SP:Iteration 17Q (34612.650000 sec): 3 clusters
  Score: Raw -367045.538443 + Penalty 2630.772186 = -364414.766257
  nChanged 36
		SP:Iteration 18Q (34612.710000 sec): 3 clusters
  Score: Raw -367072.458523 + Penalty 2630.772186 = -364441.686338
  nChanged 37
		SP:Iteration 19Q (34612.770000 sec): 3 clusters
  Score: Raw -367101.824899 + Penalty 2630.772186 = -364471.052713
  nChanged 39
		SP:Iteration 20F (34612.830000 sec): 3 clusters
  Score: Raw -367128.173465 + Penalty 2630.772186 = -364497.401279
  nChanged 24
		SP:Iteration 21Q (34612.890000 sec): 3 clusters
  Score: Raw -367137.435844 + Penalty 2630.772186 = -364506.663658
  nChanged 17
		SP:Iteration 22Q (34612.950000 sec): 3 clusters
  Score: Raw -367145.447182 + Penalty 2630.772186 = -364514.674996
  nChanged 14
		SP:Iteration 23Q (34613.010000 sec): 3 clusters
  Score: Raw -367153.509297 + Penalty 2630.772186 = -364522.737111
  nChanged 20
		SP:Iteration 24Q (34613.070000 sec): 3 clusters
  Score: Raw -367165.581114 + Penalty 2630.772186 = -364534.808928
  nChanged 27
		SP:Iteration 25Q (34613.120000 sec): 3 clusters
  Score: Raw -367186.784595 + Penalty 2630.772186 = -364556.012410
  nChanged 35
		SP:Iteration 26Q (34613.180000 sec): 3 clusters
  Score: Raw -367210.457470 + Penalty 2630.772186 = -364579.685284
  nChanged 33
		SP:Iteration 27Q (34613.240000 sec): 3 clusters
  Score: Raw -367231.789725 + Penalty 2630.772186 = -364601.017539
  nChanged 31
		SP:Iteration 28Q (34613.300000 sec): 3 clusters
  Score: Raw -367256.134955 + Penalty 2630.772186 = -364625.362769
  nChanged 35
		SP:Iteration 29Q (34613.360000 sec): 3 clusters
  Score: Raw -367280.025087 + Penalty 2630.772186 = -364649.252901
  nChanged 29
		SP:Iteration 30Q (34613.410000 sec): 3 clusters
  Score: Raw -367301.684758 + Penalty 2630.772186 = -364670.912573
  nChanged 30
		SP:Iteration 31Q (34613.470000 sec): 3 clusters
  Score: Raw -367328.015076 + Penalty 2630.772186 = -364697.242891
  nChanged 36
		SP:Iteration 32Q (34613.530000 sec): 3 clusters
  Score: Raw -367384.799883 + Penalty 2630.772186 = -364754.027697
  nChanged 40
		SP:Iteration 33Q (34613.590000 sec): 3 clusters
  Score: Raw -367428.166333 + Penalty 2630.772186 = -364797.394147
  nChanged 32
		SP:Iteration 34Q (34613.650000 sec): 3 clusters
  Score: Raw -367446.832453 + Penalty 2630.772186 = -364816.060267
  nChanged 23
		SP:Iteration 35Q (34613.710000 sec): 3 clusters
  Score: Raw -367457.980235 + Penalty 2630.772186 = -364827.208049
  nChanged 13
		SP:Iteration 36Q (34613.760000 sec): 3 clusters
  Score: Raw -367463.892402 + Penalty 2630.772186 = -364833.120216
  nChanged 11
		SP:Iteration 37Q (34613.820000 sec): 3 clusters
  Score: Raw -367469.981888 + Penalty 2630.772186 = -364839.209703
  nChanged 5
		SP:Iteration 38Q (34613.880000 sec): 3 clusters
  Score: Raw -367472.069867 + Penalty 2630.772186 = -364841.297681
  nChanged 7
		SP:Iteration 39Q (34613.930000 sec): 3 clusters
  Score: Raw -367475.643161 + Penalty 2630.772186 = -364844.870975
  nChanged 5
		SP:Iteration 40F (34613.990000 sec): 3 clusters
  Score: Raw -367479.415770 + Penalty 2630.772186 = -364848.643584
  nChanged 3
		SP:Iteration 41Q (34614.050000 sec): 3 clusters
  Score: Raw -367480.180988 + Penalty 2630.772186 = -364849.408802
  nChanged 3
		SP:Iteration 42Q (34614.110000 sec): 3 clusters
  Score: Raw -367481.087734 + Penalty 2630.772186 = -364850.315549
  nChanged 3
		SP:Iteration 43Q (34614.170000 sec): 3 clusters
  Score: Raw -367482.059468 + Penalty 2630.772186 = -364851.287283
  nChanged 2
		SP:Iteration 44Q (34614.230000 sec): 3 clusters
  Score: Raw -367482.906259 + Penalty 2630.772186 = -364852.134073
  nChanged 1
		SP:Iteration 45Q (34614.280000 sec): 3 clusters
  Score: Raw -367483.141464 + Penalty 2630.772186 = -364852.369279
  nChanged 0
		SP:Iteration 46F (34614.340000 sec): 3 clusters
  Score: Raw -367483.141464 + Penalty 2630.772186 = -364852.369279
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 95 (1673 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34614.410000 sec): 2 clusters
  Score: Raw -190488.284644 + Penalty 1206.135726 = -189282.148918
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34614.440000 sec): 3 clusters
  Score: Raw -189772.311043 + Penalty 2412.271453 = -187360.039590
  nChanged 594
		SP:Iteration 1F (34614.470000 sec): 3 clusters
  Score: Raw -190302.755192 + Penalty 2412.271453 = -187890.483739
  nChanged 178
		SP:Iteration 2F (34614.500000 sec): 3 clusters
  Score: Raw -190581.367088 + Penalty 2412.271453 = -188169.095635
  nChanged 151
		SP:Iteration 3F (34614.530000 sec): 3 clusters
  Score: Raw -190790.924346 + Penalty 2412.271453 = -188378.652894
  nChanged 122
		SP:Iteration 4F (34614.560000 sec): 3 clusters
  Score: Raw -190934.611528 + Penalty 2412.271453 = -188522.340075
  nChanged 92
		SP:Iteration 5F (34614.590000 sec): 3 clusters
  Score: Raw -191028.657547 + Penalty 2412.271453 = -188616.386094
  nChanged 64
		SP:Iteration 6Q (34614.630000 sec): 3 clusters
  Score: Raw -191091.571146 + Penalty 2412.271453 = -188679.299694
  nChanged 38
		SP:Iteration 7Q (34614.650000 sec): 3 clusters
  Score: Raw -191124.767957 + Penalty 2412.271453 = -188712.496504
  nChanged 32
		SP:Iteration 8Q (34614.690000 sec): 3 clusters
  Score: Raw -191152.723205 + Penalty 2412.271453 = -188740.451753
  nChanged 28
		SP:Iteration 9Q (34614.720000 sec): 3 clusters
  Score: Raw -191177.154902 + Penalty 2412.271453 = -188764.883450
  nChanged 13
		SP:Iteration 10Q (34614.750000 sec): 3 clusters
  Score: Raw -191193.325751 + Penalty 2412.271453 = -188781.054299
  nChanged 13
		SP:Iteration 11Q (34614.780000 sec): 3 clusters
  Score: Raw -191210.425889 + Penalty 2412.271453 = -188798.154436
  nChanged 12
		SP:Iteration 12Q (34614.810000 sec): 3 clusters
  Score: Raw -191223.030852 + Penalty 2412.271453 = -188810.759399
  nChanged 8
		SP:Iteration 13Q (34614.840000 sec): 3 clusters
  Score: Raw -191228.773993 + Penalty 2412.271453 = -188816.502540
  nChanged 1
		SP:Iteration 14Q (34614.870000 sec): 3 clusters
  Score: Raw -191229.369788 + Penalty 2412.271453 = -188817.098335
  nChanged 1
		SP:Iteration 15Q (34614.900000 sec): 3 clusters
  Score: Raw -191229.756767 + Penalty 2412.271453 = -188817.485314
  nChanged 0
		SP:Iteration 16F (34614.930000 sec): 3 clusters
  Score: Raw -191229.756767 + Penalty 2412.271453 = -188817.485314
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 96 (323 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34614.990000 sec): 2 clusters
  Score: Raw -36976.582172 + Penalty 938.868503 = -36037.713669
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34614.990000 sec): 3 clusters
  Score: Raw -37011.614918 + Penalty 1877.737005 = -35133.877913
  nChanged 52
		SP:Iteration 1F (34615.000000 sec): 3 clusters
  Score: Raw -37111.610179 + Penalty 1877.737005 = -35233.873174
  nChanged 17
		SP:Iteration 2F (34615.010000 sec): 3 clusters
  Score: Raw -37142.824256 + Penalty 1877.737005 = -35265.087251
  nChanged 9
		SP:Iteration 3Q (34615.010000 sec): 3 clusters
  Score: Raw -37168.742414 + Penalty 1877.737005 = -35291.005409
  nChanged 5
		SP:Iteration 4Q (34615.020000 sec): 3 clusters
  Score: Raw -37187.489585 + Penalty 1877.737005 = -35309.752580
  nChanged 3
		SP:Iteration 5Q (34615.030000 sec): 3 clusters
  Score: Raw -37193.258427 + Penalty 1877.737005 = -35315.521422
  nChanged 2
		SP:Iteration 6Q (34615.030000 sec): 3 clusters
  Score: Raw -37196.897049 + Penalty 1877.737005 = -35319.160043
  nChanged 0
		SP:Iteration 7F (34615.040000 sec): 3 clusters
  Score: Raw -37196.897049 + Penalty 1877.737005 = -35319.160043
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 97 (3799 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34615.120000 sec): 2 clusters
  Score: Raw -435429.999190 + Penalty 1339.405137 = -434090.594052
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34615.210000 sec): 3 clusters
  Score: Raw -433620.010714 + Penalty 2678.810275 = -430941.200439
  nChanged 1458
		SP:Iteration 1F (34615.290000 sec): 3 clusters
  Score: Raw -434705.233789 + Penalty 2678.810275 = -432026.423514
  nChanged 408
		SP:Iteration 2F (34615.360000 sec): 3 clusters
  Score: Raw -435130.493189 + Penalty 2678.810275 = -432451.682915
  nChanged 342
		SP:Iteration 3F (34615.430000 sec): 3 clusters
  Score: Raw -435458.686278 + Penalty 2678.810275 = -432779.876003
  nChanged 252
		SP:Iteration 4F (34615.500000 sec): 3 clusters
  Score: Raw -435708.081004 + Penalty 2678.810275 = -433029.270729
  nChanged 187
		SP:Iteration 5Q (34615.570000 sec): 3 clusters
  Score: Raw -435886.695080 + Penalty 2678.810275 = -433207.884806
  nChanged 158
		SP:Iteration 6Q (34615.650000 sec): 3 clusters
  Score: Raw -436031.991656 + Penalty 2678.810275 = -433353.181381
  nChanged 112
		SP:Iteration 7Q (34615.720000 sec): 3 clusters
  Score: Raw -436104.888454 + Penalty 2678.810275 = -433426.078179
  nChanged 82
		SP:Iteration 8Q (34615.790000 sec): 3 clusters
  Score: Raw -436151.570589 + Penalty 2678.810275 = -433472.760314
  nChanged 61
		SP:Iteration 9Q (34615.870000 sec): 3 clusters
  Score: Raw -436181.971246 + Penalty 2678.810275 = -433503.160971
  nChanged 45
		SP:Iteration 10Q (34615.930000 sec): 3 clusters
  Score: Raw -436201.674016 + Penalty 2678.810275 = -433522.863741
  nChanged 33
		SP:Iteration 11Q (34616.010000 sec): 3 clusters
  Score: Raw -436214.203941 + Penalty 2678.810275 = -433535.393666
  nChanged 30
		SP:Iteration 12Q (34616.080000 sec): 3 clusters
  Score: Raw -436226.273022 + Penalty 2678.810275 = -433547.462747
  nChanged 26
		SP:Iteration 13Q (34616.150000 sec): 3 clusters
  Score: Raw -436236.370902 + Penalty 2678.810275 = -433557.560627
  nChanged 23
		SP:Iteration 14Q (34616.220000 sec): 3 clusters
  Score: Raw -436243.387714 + Penalty 2678.810275 = -433564.577439
  nChanged 13
		SP:Iteration 15Q (34616.290000 sec): 3 clusters
  Score: Raw -436248.367129 + Penalty 2678.810275 = -433569.556854
  nChanged 10
		SP:Iteration 16Q (34616.370000 sec): 3 clusters
  Score: Raw -436251.879806 + Penalty 2678.810275 = -433573.069531
  nChanged 10
		SP:Iteration 17Q (34616.440000 sec): 3 clusters
  Score: Raw -436255.340727 + Penalty 2678.810275 = -433576.530452
  nChanged 7
		SP:Iteration 18Q (34616.510000 sec): 3 clusters
  Score: Raw -436257.438761 + Penalty 2678.810275 = -433578.628486
  nChanged 9
		SP:Iteration 19Q (34616.580000 sec): 3 clusters
  Score: Raw -436259.864075 + Penalty 2678.810275 = -433581.053800
  nChanged 7
		SP:Iteration 20F (34616.660000 sec): 3 clusters
  Score: Raw -436261.621459 + Penalty 2678.810275 = -433582.811184
  nChanged 6
		SP:Iteration 21Q (34616.730000 sec): 3 clusters
  Score: Raw -436263.002905 + Penalty 2678.810275 = -433584.192630
  nChanged 7
		SP:Iteration 22Q (34616.800000 sec): 3 clusters
  Score: Raw -436264.239447 + Penalty 2678.810275 = -433585.429172
  nChanged 4
		SP:Iteration 23Q (34616.870000 sec): 3 clusters
  Score: Raw -436265.072209 + Penalty 2678.810275 = -433586.261934
  nChanged 6
		SP:Iteration 24Q (34616.940000 sec): 3 clusters
  Score: Raw -436266.081437 + Penalty 2678.810275 = -433587.271163
  nChanged 3
		SP:Iteration 25Q (34617.010000 sec): 3 clusters
  Score: Raw -436266.820783 + Penalty 2678.810275 = -433588.010508
  nChanged 3
		SP:Iteration 26Q (34617.090000 sec): 3 clusters
  Score: Raw -436267.316160 + Penalty 2678.810275 = -433588.505885
  nChanged 3
		SP:Iteration 27Q (34617.160000 sec): 3 clusters
  Score: Raw -436267.841910 + Penalty 2678.810275 = -433589.031635
  nChanged 0
		SP:Iteration 28F (34617.230000 sec): 3 clusters
  Score: Raw -436267.841910 + Penalty 2678.810275 = -433589.031635
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 98 (16758 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34617.400000 sec): 2 clusters
  Score: Raw -1943222.571658 + Penalty 1580.577543 = -1941641.994115
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34617.590000 sec): 3 clusters
  Score: Raw -1933237.806747 + Penalty 3161.155086 = -1930076.651661
  nChanged 7508
		SP:Iteration 1F (34617.780000 sec): 3 clusters
  Score: Raw -1937495.149088 + Penalty 3161.155086 = -1934333.994001
  nChanged 1149
		SP:Iteration 2F (34617.970000 sec): 3 clusters
  Score: Raw -1938217.408900 + Penalty 3161.155086 = -1935056.253813
  nChanged 1158
		SP:Iteration 3F (34618.160000 sec): 3 clusters
  Score: Raw -1939050.872098 + Penalty 3161.155086 = -1935889.717011
  nChanged 1167
		SP:Iteration 4F (34618.350000 sec): 3 clusters
  Score: Raw -1939870.258222 + Penalty 3161.155086 = -1936709.103135
  nChanged 1158
		SP:Iteration 5F (34618.550000 sec): 3 clusters
  Score: Raw -1940650.378625 + Penalty 3161.155086 = -1937489.223539
  nChanged 1028
		SP:Iteration 6F (34618.810000 sec): 3 clusters
  Score: Raw -1941262.693079 + Penalty 3161.155086 = -1938101.537993
  nChanged 814
		SP:Iteration 7Q (34619.030000 sec): 3 clusters
  Score: Raw -1941679.860462 + Penalty 3161.155086 = -1938518.705375
  nChanged 673
		SP:Iteration 8Q (34619.210000 sec): 3 clusters
  Score: Raw -1942014.132661 + Penalty 3161.155086 = -1938852.977574
  nChanged 582
		SP:Iteration 9Q (34619.400000 sec): 3 clusters
  Score: Raw -1942291.497407 + Penalty 3161.155086 = -1939130.342321
  nChanged 533
		SP:Iteration 10Q (34619.590000 sec): 3 clusters
  Score: Raw -1942529.011505 + Penalty 3161.155086 = -1939367.856419
  nChanged 395
		SP:Iteration 11Q (34619.830000 sec): 3 clusters
  Score: Raw -1942670.642942 + Penalty 3161.155086 = -1939509.487856
  nChanged 315
		SP:Iteration 12Q (34620.050000 sec): 3 clusters
  Score: Raw -1942757.068731 + Penalty 3161.155086 = -1939595.913644
  nChanged 253
		SP:Iteration 13Q (34620.270000 sec): 3 clusters
  Score: Raw -1942819.938207 + Penalty 3161.155086 = -1939658.783121
  nChanged 209
		SP:Iteration 14Q (34620.460000 sec): 3 clusters
  Score: Raw -1942862.882737 + Penalty 3161.155086 = -1939701.727651
  nChanged 168
		SP:Iteration 15Q (34620.650000 sec): 3 clusters
  Score: Raw -1942900.126218 + Penalty 3161.155086 = -1939738.971132
  nChanged 170
		SP:Iteration 16Q (34620.830000 sec): 3 clusters
  Score: Raw -1942932.685274 + Penalty 3161.155086 = -1939771.530188
  nChanged 146
		SP:Iteration 17Q (34621.030000 sec): 3 clusters
  Score: Raw -1942961.421196 + Penalty 3161.155086 = -1939800.266109
  nChanged 133
		SP:Iteration 18Q (34621.290000 sec): 3 clusters
  Score: Raw -1942987.912278 + Penalty 3161.155086 = -1939826.757192
  nChanged 140
		SP:Iteration 19Q (34621.510000 sec): 3 clusters
  Score: Raw -1943014.835610 + Penalty 3161.155086 = -1939853.680523
  nChanged 125
		SP:Iteration 20F (34621.700000 sec): 3 clusters
  Score: Raw -1943036.107978 + Penalty 3161.155086 = -1939874.952891
  nChanged 101
		SP:Iteration 21Q (34621.890000 sec): 3 clusters
  Score: Raw -1943052.092545 + Penalty 3161.155086 = -1939890.937458
  nChanged 81
		SP:Iteration 22Q (34622.070000 sec): 3 clusters
  Score: Raw -1943065.141087 + Penalty 3161.155086 = -1939903.986000
  nChanged 90
		SP:Iteration 23Q (34622.260000 sec): 3 clusters
  Score: Raw -1943078.906873 + Penalty 3161.155086 = -1939917.751786
  nChanged 77
		SP:Iteration 24Q (34622.460000 sec): 3 clusters
  Score: Raw -1943090.046708 + Penalty 3161.155086 = -1939928.891621
  nChanged 72
		SP:Iteration 25Q (34622.710000 sec): 3 clusters
  Score: Raw -1943102.117638 + Penalty 3161.155086 = -1939940.962552
  nChanged 77
		SP:Iteration 26Q (34622.930000 sec): 3 clusters
  Score: Raw -1943115.156517 + Penalty 3161.155086 = -1939954.001431
  nChanged 81
		SP:Iteration 27Q (34623.120000 sec): 3 clusters
  Score: Raw -1943129.979609 + Penalty 3161.155086 = -1939968.824522
  nChanged 86
		SP:Iteration 28Q (34623.310000 sec): 3 clusters
  Score: Raw -1943147.336209 + Penalty 3161.155086 = -1939986.181122
  nChanged 87
		SP:Iteration 29Q (34623.490000 sec): 3 clusters
  Score: Raw -1943167.930937 + Penalty 3161.155086 = -1940006.775850
  nChanged 94
		SP:Iteration 30Q (34623.670000 sec): 3 clusters
  Score: Raw -1943189.995969 + Penalty 3161.155086 = -1940028.840882
  nChanged 93
		SP:Iteration 31Q (34623.860000 sec): 3 clusters
  Score: Raw -1943209.562224 + Penalty 3161.155086 = -1940048.407137
  nChanged 85
		SP:Iteration 32Q (34624.040000 sec): 3 clusters
  Score: Raw -1943227.193692 + Penalty 3161.155086 = -1940066.038606
  nChanged 82
		SP:Iteration 33Q (34624.220000 sec): 3 clusters
  Score: Raw -1943244.749099 + Penalty 3161.155086 = -1940083.594013
  nChanged 87
		SP:Iteration 34Q (34624.420000 sec): 3 clusters
  Score: Raw -1943264.523925 + Penalty 3161.155086 = -1940103.368838
  nChanged 100
		SP:Iteration 35Q (34624.680000 sec): 3 clusters
  Score: Raw -1943286.174912 + Penalty 3161.155086 = -1940125.019826
  nChanged 95
		SP:Iteration 36Q (34624.890000 sec): 3 clusters
  Score: Raw -1943307.502755 + Penalty 3161.155086 = -1940146.347669
  nChanged 105
		SP:Iteration 37Q (34625.080000 sec): 3 clusters
  Score: Raw -1943334.416722 + Penalty 3161.155086 = -1940173.261636
  nChanged 97
		SP:Iteration 38Q (34625.260000 sec): 3 clusters
  Score: Raw -1943356.869769 + Penalty 3161.155086 = -1940195.714683
  nChanged 98
		SP:Iteration 39Q (34625.450000 sec): 3 clusters
  Score: Raw -1943378.360442 + Penalty 3161.155086 = -1940217.205356
  nChanged 89
		SP:Iteration 40F (34625.630000 sec): 3 clusters
  Score: Raw -1943402.408150 + Penalty 3161.155086 = -1940241.253064
  nChanged 111
		SP:Iteration 41Q (34625.820000 sec): 3 clusters
  Score: Raw -1943435.228422 + Penalty 3161.155086 = -1940274.073336
  nChanged 112
		SP:Iteration 42Q (34626.000000 sec): 3 clusters
  Score: Raw -1943469.471318 + Penalty 3161.155086 = -1940308.316232
  nChanged 113
		SP:Iteration 43Q (34626.190000 sec): 3 clusters
  Score: Raw -1943508.143306 + Penalty 3161.155086 = -1940346.988219
  nChanged 128
		SP:Iteration 44Q (34626.370000 sec): 3 clusters
  Score: Raw -1943553.602015 + Penalty 3161.155086 = -1940392.446929
  nChanged 131
		SP:Iteration 45Q (34626.550000 sec): 3 clusters
  Score: Raw -1943596.423833 + Penalty 3161.155086 = -1940435.268746
  nChanged 108
		SP:Iteration 46Q (34626.730000 sec): 3 clusters
  Score: Raw -1943632.299174 + Penalty 3161.155086 = -1940471.144088
  nChanged 108
		SP:Iteration 47Q (34626.910000 sec): 3 clusters
  Score: Raw -1943672.042081 + Penalty 3161.155086 = -1940510.886994
  nChanged 126
		SP:Iteration 48Q (34627.090000 sec): 3 clusters
  Score: Raw -1943727.592537 + Penalty 3161.155086 = -1940566.437451
  nChanged 144
		SP:Iteration 49Q (34627.270000 sec): 3 clusters
  Score: Raw -1943805.305853 + Penalty 3161.155086 = -1940644.150767
  nChanged 140
		SP:Iteration 50Q (34627.450000 sec): 3 clusters
  Score: Raw -1943881.423682 + Penalty 3161.155086 = -1940720.268596
  nChanged 138
		SP:Iteration 51Q (34627.630000 sec): 3 clusters
  Score: Raw -1943966.452867 + Penalty 3161.155086 = -1940805.297780
  nChanged 139
		SP:Iteration 52Q (34627.800000 sec): 3 clusters
  Score: Raw -1944066.761693 + Penalty 3161.155086 = -1940905.606607
  nChanged 140
		SP:Iteration 53Q (34627.970000 sec): 3 clusters
  Score: Raw -1944147.831078 + Penalty 3161.155086 = -1940986.675992
  nChanged 121
		SP:Iteration 54Q (34628.150000 sec): 3 clusters
  Score: Raw -1944220.164660 + Penalty 3161.155086 = -1941059.009574
  nChanged 112
		SP:Iteration 55Q (34628.330000 sec): 3 clusters
  Score: Raw -1944284.500585 + Penalty 3161.155086 = -1941123.345498
  nChanged 90
		SP:Iteration 56Q (34628.510000 sec): 3 clusters
  Score: Raw -1944333.029629 + Penalty 3161.155086 = -1941171.874542
  nChanged 59
		SP:Iteration 57Q (34628.680000 sec): 3 clusters
  Score: Raw -1944356.343487 + Penalty 3161.155086 = -1941195.188400
  nChanged 54
		SP:Iteration 58Q (34628.860000 sec): 3 clusters
  Score: Raw -1944376.323205 + Penalty 3161.155086 = -1941215.168119
  nChanged 40
		SP:Iteration 59Q (34629.030000 sec): 3 clusters
  Score: Raw -1944391.691171 + Penalty 3161.155086 = -1941230.536084
  nChanged 30
		SP:Iteration 60F (34629.250000 sec): 3 clusters
  Score: Raw -1944406.477098 + Penalty 3161.155086 = -1941245.322012
  nChanged 31
		SP:Iteration 61Q (34629.430000 sec): 3 clusters
  Score: Raw -1944420.549539 + Penalty 3161.155086 = -1941259.394452
  nChanged 34
		SP:Iteration 62Q (34629.600000 sec): 3 clusters
  Score: Raw -1944433.513603 + Penalty 3161.155086 = -1941272.358516
  nChanged 26
		SP:Iteration 63Q (34629.770000 sec): 3 clusters
  Score: Raw -1944439.395429 + Penalty 3161.155086 = -1941278.240343
  nChanged 21
		SP:Iteration 64Q (34629.950000 sec): 3 clusters
  Score: Raw -1944444.876430 + Penalty 3161.155086 = -1941283.721343
  nChanged 13
		SP:Iteration 65Q (34630.130000 sec): 3 clusters
  Score: Raw -1944447.556536 + Penalty 3161.155086 = -1941286.401450
  nChanged 12
		SP:Iteration 66Q (34630.300000 sec): 3 clusters
  Score: Raw -1944451.405117 + Penalty 3161.155086 = -1941290.250030
  nChanged 14
		SP:Iteration 67Q (34630.480000 sec): 3 clusters
  Score: Raw -1944455.920557 + Penalty 3161.155086 = -1941294.765471
  nChanged 13
		SP:Iteration 68Q (34630.650000 sec): 3 clusters
  Score: Raw -1944459.275271 + Penalty 3161.155086 = -1941298.120185
  nChanged 13
		SP:Iteration 69Q (34630.850000 sec): 3 clusters
  Score: Raw -1944463.318749 + Penalty 3161.155086 = -1941302.163662
  nChanged 12
		SP:Iteration 70Q (34631.030000 sec): 3 clusters
  Score: Raw -1944466.535109 + Penalty 3161.155086 = -1941305.380023
  nChanged 15
		SP:Iteration 71Q (34631.200000 sec): 3 clusters
  Score: Raw -1944470.247786 + Penalty 3161.155086 = -1941309.092699
  nChanged 13
		SP:Iteration 72Q (34631.380000 sec): 3 clusters
  Score: Raw -1944472.536499 + Penalty 3161.155086 = -1941311.381413
  nChanged 6
		SP:Iteration 73Q (34631.550000 sec): 3 clusters
  Score: Raw -1944473.711707 + Penalty 3161.155086 = -1941312.556621
  nChanged 6
		SP:Iteration 74Q (34631.730000 sec): 3 clusters
  Score: Raw -1944474.675607 + Penalty 3161.155086 = -1941313.520521
  nChanged 7
		SP:Iteration 75Q (34631.910000 sec): 3 clusters
  Score: Raw -1944476.097665 + Penalty 3161.155086 = -1941314.942578
  nChanged 4
		SP:Iteration 76Q (34632.090000 sec): 3 clusters
  Score: Raw -1944476.719776 + Penalty 3161.155086 = -1941315.564690
  nChanged 0
		SP:Iteration 77F (34632.310000 sec): 3 clusters
  Score: Raw -1944476.719776 + Penalty 3161.155086 = -1941315.564690
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 99 (2906 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34632.380000 sec): 2 clusters
  Score: Raw -322847.296796 + Penalty 1295.861587 = -321551.435209
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34632.430000 sec): 3 clusters
  Score: Raw -321497.456708 + Penalty 2591.723174 = -318905.733534
  nChanged 1138
		SP:Iteration 1F (34632.480000 sec): 3 clusters
  Score: Raw -322356.638288 + Penalty 2591.723174 = -319764.915114
  nChanged 262
		SP:Iteration 2F (34632.540000 sec): 3 clusters
  Score: Raw -322623.108663 + Penalty 2591.723174 = -320031.385489
  nChanged 190
		SP:Iteration 3F (34632.590000 sec): 3 clusters
  Score: Raw -322846.536508 + Penalty 2591.723174 = -320254.813334
  nChanged 184
		SP:Iteration 4F (34632.640000 sec): 3 clusters
  Score: Raw -323066.587146 + Penalty 2591.723174 = -320474.863971
  nChanged 159
		SP:Iteration 5F (34632.700000 sec): 3 clusters
  Score: Raw -323264.471819 + Penalty 2591.723174 = -320672.748645
  nChanged 148
		SP:Iteration 6F (34632.750000 sec): 3 clusters
  Score: Raw -323458.925517 + Penalty 2591.723174 = -320867.202343
  nChanged 157
		SP:Iteration 7F (34632.800000 sec): 3 clusters
  Score: Raw -323690.643942 + Penalty 2591.723174 = -321098.920767
  nChanged 135
		SP:Iteration 8Q (34632.860000 sec): 3 clusters
  Score: Raw -323864.301332 + Penalty 2591.723174 = -321272.578158
  nChanged 124
		SP:Iteration 9Q (34632.910000 sec): 3 clusters
  Score: Raw -324018.174524 + Penalty 2591.723174 = -321426.451350
  nChanged 106
		SP:Iteration 10Q (34632.960000 sec): 3 clusters
  Score: Raw -324178.987660 + Penalty 2591.723174 = -321587.264486
  nChanged 98
		SP:Iteration 11Q (34633.010000 sec): 3 clusters
  Score: Raw -324345.458878 + Penalty 2591.723174 = -321753.735703
  nChanged 76
		SP:Iteration 12Q (34633.060000 sec): 3 clusters
  Score: Raw -324477.007969 + Penalty 2591.723174 = -321885.284794
  nChanged 64
		SP:Iteration 13Q (34633.110000 sec): 3 clusters
  Score: Raw -324560.981409 + Penalty 2591.723174 = -321969.258235
  nChanged 40
		SP:Iteration 14Q (34633.160000 sec): 3 clusters
  Score: Raw -324599.068035 + Penalty 2591.723174 = -322007.344861
  nChanged 26
		SP:Iteration 15Q (34633.210000 sec): 3 clusters
  Score: Raw -324619.399411 + Penalty 2591.723174 = -322027.676237
  nChanged 14
		SP:Iteration 16Q (34633.260000 sec): 3 clusters
  Score: Raw -324626.080857 + Penalty 2591.723174 = -322034.357683
  nChanged 5
		SP:Iteration 17Q (34633.310000 sec): 3 clusters
  Score: Raw -324629.375910 + Penalty 2591.723174 = -322037.652736
  nChanged 5
		SP:Iteration 18Q (34633.360000 sec): 3 clusters
  Score: Raw -324632.875732 + Penalty 2591.723174 = -322041.152557
  nChanged 9
		SP:Iteration 19Q (34633.410000 sec): 3 clusters
  Score: Raw -324642.032872 + Penalty 2591.723174 = -322050.309698
  nChanged 7
		SP:Iteration 20F (34633.470000 sec): 3 clusters
  Score: Raw -324646.880781 + Penalty 2591.723174 = -322055.157607
  nChanged 4
		SP:Iteration 21Q (34633.520000 sec): 3 clusters
  Score: Raw -324650.223551 + Penalty 2591.723174 = -322058.500377
  nChanged 3
		SP:Iteration 22Q (34633.570000 sec): 3 clusters
  Score: Raw -324651.223054 + Penalty 2591.723174 = -322059.499880
  nChanged 0
		SP:Iteration 23F (34633.620000 sec): 3 clusters
  Score: Raw -324651.223054 + Penalty 2591.723174 = -322059.499880
  nChanged 0
  Score: Raw -119093327.676762 + Penalty 258792.186961 = -118834535.489802

Splitting cluster 99 changes total score from -118815327.063226 to -118834535.489802

 So it's getting split into cluster 115.
Deleting Class 104 (246 points): Lose 1506.333456 but Gain 2250.366843
Iteration 139Q (35277.760000 sec): 115 clusters
  Score: Raw -119099648.431893 + Penalty 256541.820117 = -118843106.611776
  nChanged 12713
Iteration 140F (35682.640000 sec): 115 clusters
  Score: Raw -119107437.461664 + Penalty 256541.820117 = -118850895.641547
  nChanged 11565
Iteration 141Q (35970.960000 sec): 115 clusters
  Score: Raw -119111432.278371 + Penalty 256541.820117 = -118854890.458254
  nChanged 7238
Iteration 142Q (36259.220000 sec): 115 clusters
  Score: Raw -119113555.789314 + Penalty 256541.820117 = -118857013.969197
  nChanged 5676
Iteration 143Q (36547.400000 sec): 115 clusters
  Score: Raw -119115051.986352 + Penalty 256541.820117 = -118858510.166234
  nChanged 4867
Iteration 144Q (36835.530000 sec): 115 clusters
  Score: Raw -119116333.113658 + Penalty 256541.820117 = -118859791.293540
  nChanged 4409
Iteration 145Q (37123.630000 sec): 115 clusters
  Score: Raw -119117398.439767 + Penalty 256541.820117 = -118860856.619650
  nChanged 3881
Iteration 146Q (37410.950000 sec): 115 clusters
  Score: Raw -119118226.888507 + Penalty 256541.820117 = -118861685.068390
  nChanged 3329
Iteration 147Q (37698.730000 sec): 115 clusters
  Score: Raw -119118875.267490 + Penalty 256541.820117 = -118862333.447373
  nChanged 3053
Iteration 148Q (37986.080000 sec): 115 clusters
  Score: Raw -119119428.889517 + Penalty 256541.820117 = -118862887.069400
  nChanged 2764
Iteration 149Q (38273.530000 sec): 115 clusters
  Score: Raw -119119895.986832 + Penalty 256541.820117 = -118863354.166715
  nChanged 2441
Iteration 150Q (38560.830000 sec): 115 clusters
  Score: Raw -119120284.745314 + Penalty 256541.820117 = -118863742.925197
  nChanged 2188
Iteration 151Q (38847.400000 sec): 115 clusters
  Score: Raw -119120629.332727 + Penalty 256541.820117 = -118864087.512609
  nChanged 1997
Iteration 152Q (39135.390000 sec): 115 clusters
  Score: Raw -119120953.117338 + Penalty 256541.820117 = -118864411.297221
  nChanged 1910
Iteration 153Q (39423.300000 sec): 115 clusters
  Score: Raw -119121262.310648 + Penalty 256541.820117 = -118864720.490531
  nChanged 1716
Iteration 154Q (39711.190000 sec): 115 clusters
  Score: Raw -119121514.071672 + Penalty 256541.820117 = -118864972.251555
  nChanged 1603
Iteration 155Q (39998.800000 sec): 115 clusters
  Score: Raw -119121734.558062 + Penalty 256541.820117 = -118865192.737945
  nChanged 1429
Iteration 156Q (40286.760000 sec): 115 clusters
  Score: Raw -119121920.653775 + Penalty 256541.820117 = -118865378.833657
  nChanged 1317
Iteration 157Q (40574.580000 sec): 115 clusters
  Score: Raw -119122096.772344 + Penalty 256541.820117 = -118865554.952227
  nChanged 1263
Iteration 158Q (40862.480000 sec): 115 clusters
  Score: Raw -119122267.080042 + Penalty 256541.820117 = -118865725.259925
  nChanged 1278
Iteration 159Q (41150.480000 sec): 115 clusters
  Score: Raw -119122427.075038 + Penalty 256541.820117 = -118865885.254921
  nChanged 1235
Iteration 160F (41556.070000 sec): 115 clusters
  Score: Raw -119122739.202088 + Penalty 256541.820117 = -118866197.381971
  nChanged 1230
Iteration 161Q (41844.110000 sec): 115 clusters
  Score: Raw -119122962.870886 + Penalty 256541.820117 = -118866421.050768
  nChanged 1244
Iteration 162Q (42132.100000 sec): 115 clusters
  Score: Raw -119123152.807086 + Penalty 256541.820117 = -118866610.986968
  nChanged 1230
Iteration 163Q (42420.080000 sec): 115 clusters
  Score: Raw -119123331.638828 + Penalty 256541.820117 = -118866789.818710
  nChanged 1124
Iteration 164Q (42707.790000 sec): 115 clusters
  Score: Raw -119123489.864985 + Penalty 256541.820117 = -118866948.044868
  nChanged 1062
Iteration 165Q (42995.520000 sec): 115 clusters
  Score: Raw -119123626.064848 + Penalty 256541.820117 = -118867084.244730
  nChanged 1056
Iteration 166Q (43283.610000 sec): 115 clusters
  Score: Raw -119123765.792507 + Penalty 256541.820117 = -118867223.972389
  nChanged 1029
Iteration 167Q (43571.720000 sec): 115 clusters
  Score: Raw -119123907.799506 + Penalty 256541.820117 = -118867365.979388
  nChanged 1005
Iteration 168Q (43859.660000 sec): 115 clusters
  Score: Raw -119124036.532956 + Penalty 256541.820117 = -118867494.712839
  nChanged 946
Iteration 169Q (44146.970000 sec): 115 clusters
  Score: Raw -119124161.250644 + Penalty 256541.820117 = -118867619.430527
  nChanged 936
Iteration 170Q (44434.870000 sec): 115 clusters
  Score: Raw -119124276.147651 + Penalty 256541.820117 = -118867734.327533
  nChanged 921
Iteration 171Q (44722.880000 sec): 115 clusters
  Score: Raw -119124386.530424 + Penalty 256541.820117 = -118867844.710306
  nChanged 886
Iteration 172Q (45010.140000 sec): 115 clusters
  Score: Raw -119124493.636906 + Penalty 256541.820117 = -118867951.816788
  nChanged 903
Iteration 173Q (45297.060000 sec): 115 clusters
  Score: Raw -119124594.027496 + Penalty 256541.820117 = -118868052.207379
  nChanged 885
Iteration 174Q (45584.540000 sec): 115 clusters
  Score: Raw -119124682.790946 + Penalty 256541.820117 = -118868140.970828
  nChanged 847
Iteration 175Q (45871.550000 sec): 115 clusters
  Score: Raw -119124773.744417 + Penalty 256541.820117 = -118868231.924299
  nChanged 826
Iteration 176Q (46158.880000 sec): 115 clusters
  Score: Raw -119124865.044710 + Penalty 256541.820117 = -118868323.224592
  nChanged 822
Iteration 177Q (46445.510000 sec): 115 clusters
  Score: Raw -119124947.038671 + Penalty 256541.820117 = -118868405.218553
  nChanged 734
Iteration 178Q (46731.800000 sec): 115 clusters
  Score: Raw -119125028.642285 + Penalty 256541.820117 = -118868486.822167
  nChanged 715
Writing temp clu file 
Because OldScore, -118868405.218553, is greater than current (better) Score,-118868486.822167 
 Memory request: 0.00 GB would take us to total of 3.81 GB.
Compute initial score before splitting:   Score: Raw -119125028.642285 + Penalty 256541.820117 = -118868486.822167
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 1 (5813 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46732.570000 sec): 2 clusters
  Score: Raw -656950.029437 + Penalty 1408.525961 = -655541.503476
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46732.680000 sec): 3 clusters
  Score: Raw -653878.127064 + Penalty 2817.051922 = -651061.075142
  nChanged 2357
		SP:Iteration 1F (46732.790000 sec): 3 clusters
  Score: Raw -655140.384267 + Penalty 2817.051922 = -652323.332345
  nChanged 441
		SP:Iteration 2F (46732.890000 sec): 3 clusters
  Score: Raw -655413.630158 + Penalty 2817.051922 = -652596.578236
  nChanged 407
		SP:Iteration 3F (46732.990000 sec): 3 clusters
  Score: Raw -655674.871801 + Penalty 2817.051922 = -652857.819879
  nChanged 373
		SP:Iteration 4F (46733.090000 sec): 3 clusters
  Score: Raw -655918.531360 + Penalty 2817.051922 = -653101.479438
  nChanged 357
		SP:Iteration 5F (46733.190000 sec): 3 clusters
  Score: Raw -656152.605843 + Penalty 2817.051922 = -653335.553921
  nChanged 315
		SP:Iteration 6F (46733.290000 sec): 3 clusters
  Score: Raw -656368.401892 + Penalty 2817.051922 = -653551.349970
  nChanged 278
		SP:Iteration 7Q (46733.390000 sec): 3 clusters
  Score: Raw -656564.758091 + Penalty 2817.051922 = -653747.706169
  nChanged 237
		SP:Iteration 8Q (46733.500000 sec): 3 clusters
  Score: Raw -656734.624731 + Penalty 2817.051922 = -653917.572809
  nChanged 197
		SP:Iteration 9Q (46733.600000 sec): 3 clusters
  Score: Raw -656853.305232 + Penalty 2817.051922 = -654036.253310
  nChanged 124
		SP:Iteration 10Q (46733.700000 sec): 3 clusters
  Score: Raw -656926.007618 + Penalty 2817.051922 = -654108.955696
  nChanged 108
		SP:Iteration 11Q (46733.800000 sec): 3 clusters
  Score: Raw -656987.843666 + Penalty 2817.051922 = -654170.791744
  nChanged 87
		SP:Iteration 12Q (46733.900000 sec): 3 clusters
  Score: Raw -657036.557240 + Penalty 2817.051922 = -654219.505318
  nChanged 68
		SP:Iteration 13Q (46734.000000 sec): 3 clusters
  Score: Raw -657079.894268 + Penalty 2817.051922 = -654262.842346
  nChanged 58
		SP:Iteration 14Q (46734.100000 sec): 3 clusters
  Score: Raw -657118.017232 + Penalty 2817.051922 = -654300.965310
  nChanged 52
		SP:Iteration 15Q (46734.200000 sec): 3 clusters
  Score: Raw -657149.204201 + Penalty 2817.051922 = -654332.152279
  nChanged 45
		SP:Iteration 16Q (46734.300000 sec): 3 clusters
  Score: Raw -657183.694605 + Penalty 2817.051922 = -654366.642683
  nChanged 40
		SP:Iteration 17Q (46734.450000 sec): 3 clusters
  Score: Raw -657210.461851 + Penalty 2817.051922 = -654393.409929
  nChanged 32
		SP:Iteration 18Q (46734.550000 sec): 3 clusters
  Score: Raw -657232.473920 + Penalty 2817.051922 = -654415.421998
  nChanged 36
		SP:Iteration 19Q (46734.640000 sec): 3 clusters
  Score: Raw -657255.779266 + Penalty 2817.051922 = -654438.727344
  nChanged 27
		SP:Iteration 20F (46734.750000 sec): 3 clusters
  Score: Raw -657273.182266 + Penalty 2817.051922 = -654456.130344
  nChanged 31
		SP:Iteration 21Q (46734.840000 sec): 3 clusters
  Score: Raw -657292.738306 + Penalty 2817.051922 = -654475.686384
  nChanged 26
		SP:Iteration 22Q (46734.940000 sec): 3 clusters
  Score: Raw -657308.480212 + Penalty 2817.051922 = -654491.428290
  nChanged 18
		SP:Iteration 23Q (46735.040000 sec): 3 clusters
  Score: Raw -657318.355045 + Penalty 2817.051922 = -654501.303123
  nChanged 15
		SP:Iteration 24Q (46735.130000 sec): 3 clusters
  Score: Raw -657327.308685 + Penalty 2817.051922 = -654510.256763
  nChanged 9
		SP:Iteration 25Q (46735.230000 sec): 3 clusters
  Score: Raw -657332.842905 + Penalty 2817.051922 = -654515.790983
  nChanged 4
		SP:Iteration 26Q (46735.330000 sec): 3 clusters
  Score: Raw -657335.547371 + Penalty 2817.051922 = -654518.495449
  nChanged 5
		SP:Iteration 27Q (46735.420000 sec): 3 clusters
  Score: Raw -657337.673858 + Penalty 2817.051922 = -654520.621936
  nChanged 4
		SP:Iteration 28Q (46735.520000 sec): 3 clusters
  Score: Raw -657338.541448 + Penalty 2817.051922 = -654521.489526
  nChanged 1
		SP:Iteration 29Q (46735.620000 sec): 3 clusters
  Score: Raw -657339.278287 + Penalty 2817.051922 = -654522.226365
  nChanged 1
		SP:Iteration 30Q (46735.710000 sec): 3 clusters
  Score: Raw -657339.340777 + Penalty 2817.051922 = -654522.288855
  nChanged 0
		SP:Iteration 31F (46735.820000 sec): 3 clusters
  Score: Raw -657339.340777 + Penalty 2817.051922 = -654522.288855
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 2 (2599 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46735.880000 sec): 2 clusters
  Score: Raw -310586.256126 + Penalty 1277.718331 = -309308.537796
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46735.930000 sec): 3 clusters
  Score: Raw -309397.102440 + Penalty 2555.436661 = -306841.665779
  nChanged 962
		SP:Iteration 1F (46735.990000 sec): 3 clusters
  Score: Raw -309992.311846 + Penalty 2555.436661 = -307436.875185
  nChanged 211
		SP:Iteration 2F (46736.040000 sec): 3 clusters
  Score: Raw -310133.145757 + Penalty 2555.436661 = -307577.709096
  nChanged 136
		SP:Iteration 3F (46736.090000 sec): 3 clusters
  Score: Raw -310220.064297 + Penalty 2555.436661 = -307664.627636
  nChanged 128
		SP:Iteration 4Q (46736.140000 sec): 3 clusters
  Score: Raw -310307.329791 + Penalty 2555.436661 = -307751.893129
  nChanged 107
		SP:Iteration 5Q (46736.190000 sec): 3 clusters
  Score: Raw -310404.069199 + Penalty 2555.436661 = -307848.632538
  nChanged 110
		SP:Iteration 6Q (46736.240000 sec): 3 clusters
  Score: Raw -310495.109778 + Penalty 2555.436661 = -307939.673117
  nChanged 100
		SP:Iteration 7Q (46736.290000 sec): 3 clusters
  Score: Raw -310623.818574 + Penalty 2555.436661 = -308068.381913
  nChanged 120
		SP:Iteration 8Q (46736.340000 sec): 3 clusters
  Score: Raw -310788.810490 + Penalty 2555.436661 = -308233.373829
  nChanged 131
		SP:Iteration 9F (46736.390000 sec): 3 clusters
  Score: Raw -310966.354206 + Penalty 2555.436661 = -308410.917544
  nChanged 133
		SP:Iteration 10F (46736.440000 sec): 3 clusters
  Score: Raw -311152.311720 + Penalty 2555.436661 = -308596.875059
  nChanged 106
		SP:Iteration 11Q (46736.490000 sec): 3 clusters
  Score: Raw -311274.611542 + Penalty 2555.436661 = -308719.174880
  nChanged 86
		SP:Iteration 12Q (46736.530000 sec): 3 clusters
  Score: Raw -311347.416784 + Penalty 2555.436661 = -308791.980122
  nChanged 50
		SP:Iteration 13Q (46736.580000 sec): 3 clusters
  Score: Raw -311378.972999 + Penalty 2555.436661 = -308823.536338
  nChanged 27
		SP:Iteration 14Q (46736.630000 sec): 3 clusters
  Score: Raw -311393.279068 + Penalty 2555.436661 = -308837.842406
  nChanged 17
		SP:Iteration 15Q (46736.680000 sec): 3 clusters
  Score: Raw -311401.110247 + Penalty 2555.436661 = -308845.673586
  nChanged 17
		SP:Iteration 16Q (46736.730000 sec): 3 clusters
  Score: Raw -311411.471620 + Penalty 2555.436661 = -308856.034959
  nChanged 11
		SP:Iteration 17Q (46736.770000 sec): 3 clusters
  Score: Raw -311416.032761 + Penalty 2555.436661 = -308860.596100
  nChanged 5
		SP:Iteration 18Q (46736.820000 sec): 3 clusters
  Score: Raw -311417.397208 + Penalty 2555.436661 = -308861.960547
  nChanged 2
		SP:Iteration 19Q (46736.870000 sec): 3 clusters
  Score: Raw -311417.797143 + Penalty 2555.436661 = -308862.360481
  nChanged 2
		SP:Iteration 20F (46736.920000 sec): 3 clusters
  Score: Raw -311418.278866 + Penalty 2555.436661 = -308862.842205
  nChanged 1
		SP:Iteration 21Q (46736.970000 sec): 3 clusters
  Score: Raw -311418.417780 + Penalty 2555.436661 = -308862.981119
  nChanged 1
		SP:Iteration 22Q (46737.010000 sec): 3 clusters
  Score: Raw -311418.573279 + Penalty 2555.436661 = -308863.136618
  nChanged 0
		SP:Iteration 23F (46737.060000 sec): 3 clusters
  Score: Raw -311418.573279 + Penalty 2555.436661 = -308863.136618
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 3 (21518 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46737.300000 sec): 2 clusters
  Score: Raw -2482270.598230 + Penalty 1621.204824 = -2480649.393406
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46737.610000 sec): 3 clusters
  Score: Raw -2469251.194398 + Penalty 3242.409649 = -2466008.784749
  nChanged 9838
		SP:Iteration 1F (46737.870000 sec): 3 clusters
  Score: Raw -2474949.201552 + Penalty 3242.409649 = -2471706.791903
  nChanged 1379
		SP:Iteration 2F (46738.150000 sec): 3 clusters
  Score: Raw -2475714.717810 + Penalty 3242.409649 = -2472472.308161
  nChanged 1561
		SP:Iteration 3F (46738.410000 sec): 3 clusters
  Score: Raw -2476757.048245 + Penalty 3242.409649 = -2473514.638596
  nChanged 1665
		SP:Iteration 4F (46738.700000 sec): 3 clusters
  Score: Raw -2477948.050028 + Penalty 3242.409649 = -2474705.640379
  nChanged 1527
		SP:Iteration 5F (46738.960000 sec): 3 clusters
  Score: Raw -2479069.071886 + Penalty 3242.409649 = -2475826.662238
  nChanged 1271
		SP:Iteration 6F (46739.250000 sec): 3 clusters
  Score: Raw -2480000.331193 + Penalty 3242.409649 = -2476757.921544
  nChanged 1032
		SP:Iteration 7Q (46739.540000 sec): 3 clusters
  Score: Raw -2480761.127304 + Penalty 3242.409649 = -2477518.717655
  nChanged 799
		SP:Iteration 8Q (46739.790000 sec): 3 clusters
  Score: Raw -2481360.840535 + Penalty 3242.409649 = -2478118.430886
  nChanged 622
		SP:Iteration 9Q (46740.080000 sec): 3 clusters
  Score: Raw -2481779.924640 + Penalty 3242.409649 = -2478537.514991
  nChanged 433
		SP:Iteration 10Q (46740.330000 sec): 3 clusters
  Score: Raw -2482043.927923 + Penalty 3242.409649 = -2478801.518274
  nChanged 357
		SP:Iteration 11Q (46740.610000 sec): 3 clusters
  Score: Raw -2482281.508915 + Penalty 3242.409649 = -2479039.099266
  nChanged 275
		SP:Iteration 12Q (46740.890000 sec): 3 clusters
  Score: Raw -2482465.332167 + Penalty 3242.409649 = -2479222.922518
  nChanged 227
		SP:Iteration 13Q (46741.170000 sec): 3 clusters
  Score: Raw -2482599.077169 + Penalty 3242.409649 = -2479356.667520
  nChanged 177
		SP:Iteration 14Q (46741.450000 sec): 3 clusters
  Score: Raw -2482722.354287 + Penalty 3242.409649 = -2479479.944639
  nChanged 171
		SP:Iteration 15Q (46741.720000 sec): 3 clusters
  Score: Raw -2482817.120942 + Penalty 3242.409649 = -2479574.711293
  nChanged 130
		SP:Iteration 16Q (46742.000000 sec): 3 clusters
  Score: Raw -2482892.327240 + Penalty 3242.409649 = -2479649.917591
  nChanged 94
		SP:Iteration 17Q (46742.280000 sec): 3 clusters
  Score: Raw -2482926.651579 + Penalty 3242.409649 = -2479684.241930
  nChanged 64
		SP:Iteration 18Q (46742.550000 sec): 3 clusters
  Score: Raw -2482948.224530 + Penalty 3242.409649 = -2479705.814881
  nChanged 60
		SP:Iteration 19Q (46742.810000 sec): 3 clusters
  Score: Raw -2482967.581132 + Penalty 3242.409649 = -2479725.171484
  nChanged 45
		SP:Iteration 20F (46743.100000 sec): 3 clusters
  Score: Raw -2482983.170946 + Penalty 3242.409649 = -2479740.761297
  nChanged 45
		SP:Iteration 21Q (46743.370000 sec): 3 clusters
  Score: Raw -2482995.822527 + Penalty 3242.409649 = -2479753.412878
  nChanged 27
		SP:Iteration 22Q (46743.640000 sec): 3 clusters
  Score: Raw -2483002.071481 + Penalty 3242.409649 = -2479759.661832
  nChanged 21
		SP:Iteration 23Q (46743.920000 sec): 3 clusters
  Score: Raw -2483008.274561 + Penalty 3242.409649 = -2479765.864912
  nChanged 29
		SP:Iteration 24Q (46744.200000 sec): 3 clusters
  Score: Raw -2483015.524940 + Penalty 3242.409649 = -2479773.115291
  nChanged 19
		SP:Iteration 25Q (46744.470000 sec): 3 clusters
  Score: Raw -2483019.785774 + Penalty 3242.409649 = -2479777.376125
  nChanged 16
		SP:Iteration 26Q (46744.740000 sec): 3 clusters
  Score: Raw -2483022.670343 + Penalty 3242.409649 = -2479780.260694
  nChanged 15
		SP:Iteration 27Q (46745.020000 sec): 3 clusters
  Score: Raw -2483025.641409 + Penalty 3242.409649 = -2479783.231760
  nChanged 13
		SP:Iteration 28Q (46745.290000 sec): 3 clusters
  Score: Raw -2483028.647932 + Penalty 3242.409649 = -2479786.238284
  nChanged 10
		SP:Iteration 29Q (46745.530000 sec): 3 clusters
  Score: Raw -2483030.620747 + Penalty 3242.409649 = -2479788.211098
  nChanged 10
		SP:Iteration 30Q (46745.760000 sec): 3 clusters
  Score: Raw -2483032.101081 + Penalty 3242.409649 = -2479789.691432
  nChanged 8
		SP:Iteration 31Q (46746.000000 sec): 3 clusters
  Score: Raw -2483033.314533 + Penalty 3242.409649 = -2479790.904884
  nChanged 6
		SP:Iteration 32Q (46746.270000 sec): 3 clusters
  Score: Raw -2483034.063610 + Penalty 3242.409649 = -2479791.653961
  nChanged 6
		SP:Iteration 33Q (46746.550000 sec): 3 clusters
  Score: Raw -2483035.405849 + Penalty 3242.409649 = -2479792.996200
  nChanged 8
		SP:Iteration 34Q (46746.820000 sec): 3 clusters
  Score: Raw -2483037.063933 + Penalty 3242.409649 = -2479794.654284
  nChanged 10
		SP:Iteration 35Q (46747.100000 sec): 3 clusters
  Score: Raw -2483038.056894 + Penalty 3242.409649 = -2479795.647245
  nChanged 5
		SP:Iteration 36Q (46747.370000 sec): 3 clusters
  Score: Raw -2483038.653860 + Penalty 3242.409649 = -2479796.244211
  nChanged 4
		SP:Iteration 37Q (46747.640000 sec): 3 clusters
  Score: Raw -2483039.263149 + Penalty 3242.409649 = -2479796.853500
  nChanged 3
		SP:Iteration 38Q (46747.910000 sec): 3 clusters
  Score: Raw -2483039.670362 + Penalty 3242.409649 = -2479797.260713
  nChanged 2
		SP:Iteration 39Q (46748.180000 sec): 3 clusters
  Score: Raw -2483040.249498 + Penalty 3242.409649 = -2479797.839849
  nChanged 7
		SP:Iteration 40F (46748.440000 sec): 3 clusters
  Score: Raw -2483041.527736 + Penalty 3242.409649 = -2479799.118087
  nChanged 9
		SP:Iteration 41Q (46748.680000 sec): 3 clusters
  Score: Raw -2483043.124569 + Penalty 3242.409649 = -2479800.714920
  nChanged 5
		SP:Iteration 42Q (46748.940000 sec): 3 clusters
  Score: Raw -2483043.534496 + Penalty 3242.409649 = -2479801.124847
  nChanged 0
		SP:Iteration 43F (46749.220000 sec): 3 clusters
  Score: Raw -2483043.534496 + Penalty 3242.409649 = -2479801.124847
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 4 (4904 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46749.300000 sec): 2 clusters
  Score: Raw -569866.045215 + Penalty 1380.893553 = -568485.151662
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46749.410000 sec): 3 clusters
  Score: Raw -567370.238414 + Penalty 2761.787105 = -564608.451309
  nChanged 1986
		SP:Iteration 1F (46749.500000 sec): 3 clusters
  Score: Raw -568743.859154 + Penalty 2761.787105 = -565982.072048
  nChanged 469
		SP:Iteration 2F (46749.580000 sec): 3 clusters
  Score: Raw -569182.340717 + Penalty 2761.787105 = -566420.553612
  nChanged 387
		SP:Iteration 3F (46749.670000 sec): 3 clusters
  Score: Raw -569560.192076 + Penalty 2761.787105 = -566798.404971
  nChanged 355
		SP:Iteration 4F (46749.760000 sec): 3 clusters
  Score: Raw -569948.832452 + Penalty 2761.787105 = -567187.045346
  nChanged 305
		SP:Iteration 5F (46749.850000 sec): 3 clusters
  Score: Raw -570235.288286 + Penalty 2761.787105 = -567473.501180
  nChanged 235
		SP:Iteration 6Q (46749.940000 sec): 3 clusters
  Score: Raw -570421.892206 + Penalty 2761.787105 = -567660.105101
  nChanged 185
		SP:Iteration 7Q (46750.020000 sec): 3 clusters
  Score: Raw -570572.992950 + Penalty 2761.787105 = -567811.205845
  nChanged 180
		SP:Iteration 8Q (46750.110000 sec): 3 clusters
  Score: Raw -570741.231142 + Penalty 2761.787105 = -567979.444037
  nChanged 156
		SP:Iteration 9Q (46750.190000 sec): 3 clusters
  Score: Raw -570869.557378 + Penalty 2761.787105 = -568107.770273
  nChanged 113
		SP:Iteration 10Q (46750.280000 sec): 3 clusters
  Score: Raw -570968.827982 + Penalty 2761.787105 = -568207.040877
  nChanged 111
		SP:Iteration 11Q (46750.360000 sec): 3 clusters
  Score: Raw -571077.815722 + Penalty 2761.787105 = -568316.028617
  nChanged 117
		SP:Iteration 12Q (46750.450000 sec): 3 clusters
  Score: Raw -571167.536124 + Penalty 2761.787105 = -568405.749019
  nChanged 93
		SP:Iteration 13Q (46750.530000 sec): 3 clusters
  Score: Raw -571218.011991 + Penalty 2761.787105 = -568456.224886
  nChanged 61
		SP:Iteration 14Q (46750.620000 sec): 3 clusters
  Score: Raw -571247.166545 + Penalty 2761.787105 = -568485.379440
  nChanged 47
		SP:Iteration 15Q (46750.700000 sec): 3 clusters
  Score: Raw -571264.263318 + Penalty 2761.787105 = -568502.476213
  nChanged 28
		SP:Iteration 16Q (46750.780000 sec): 3 clusters
  Score: Raw -571275.227043 + Penalty 2761.787105 = -568513.439938
  nChanged 36
		SP:Iteration 17Q (46750.870000 sec): 3 clusters
  Score: Raw -571289.083483 + Penalty 2761.787105 = -568527.296378
  nChanged 30
		SP:Iteration 18Q (46750.950000 sec): 3 clusters
  Score: Raw -571303.183974 + Penalty 2761.787105 = -568541.396869
  nChanged 30
		SP:Iteration 19Q (46751.040000 sec): 3 clusters
  Score: Raw -571316.098346 + Penalty 2761.787105 = -568554.311241
  nChanged 27
		SP:Iteration 20F (46751.120000 sec): 3 clusters
  Score: Raw -571325.198291 + Penalty 2761.787105 = -568563.411186
  nChanged 23
		SP:Iteration 21Q (46751.200000 sec): 3 clusters
  Score: Raw -571335.844861 + Penalty 2761.787105 = -568574.057756
  nChanged 16
		SP:Iteration 22Q (46751.290000 sec): 3 clusters
  Score: Raw -571342.864148 + Penalty 2761.787105 = -568581.077043
  nChanged 17
		SP:Iteration 23Q (46751.370000 sec): 3 clusters
  Score: Raw -571348.967132 + Penalty 2761.787105 = -568587.180027
  nChanged 17
		SP:Iteration 24Q (46751.460000 sec): 3 clusters
  Score: Raw -571354.100589 + Penalty 2761.787105 = -568592.313484
  nChanged 16
		SP:Iteration 25Q (46751.540000 sec): 3 clusters
  Score: Raw -571358.621419 + Penalty 2761.787105 = -568596.834314
  nChanged 16
		SP:Iteration 26Q (46751.620000 sec): 3 clusters
  Score: Raw -571363.250616 + Penalty 2761.787105 = -568601.463511
  nChanged 12
		SP:Iteration 27Q (46751.700000 sec): 3 clusters
  Score: Raw -571366.138318 + Penalty 2761.787105 = -568604.351213
  nChanged 6
		SP:Iteration 28Q (46751.790000 sec): 3 clusters
  Score: Raw -571367.436975 + Penalty 2761.787105 = -568605.649869
  nChanged 2
		SP:Iteration 29Q (46751.870000 sec): 3 clusters
  Score: Raw -571367.877257 + Penalty 2761.787105 = -568606.090152
  nChanged 4
		SP:Iteration 30Q (46751.950000 sec): 3 clusters
  Score: Raw -571368.784935 + Penalty 2761.787105 = -568606.997830
  nChanged 3
		SP:Iteration 31Q (46752.040000 sec): 3 clusters
  Score: Raw -571369.408971 + Penalty 2761.787105 = -568607.621866
  nChanged 2
		SP:Iteration 32Q (46752.120000 sec): 3 clusters
  Score: Raw -571369.646919 + Penalty 2761.787105 = -568607.859813
  nChanged 2
		SP:Iteration 33Q (46752.200000 sec): 3 clusters
  Score: Raw -571370.083925 + Penalty 2761.787105 = -568608.296820
  nChanged 3
		SP:Iteration 34Q (46752.280000 sec): 3 clusters
  Score: Raw -571370.758755 + Penalty 2761.787105 = -568608.971650
  nChanged 5
		SP:Iteration 35Q (46752.370000 sec): 3 clusters
  Score: Raw -571371.862507 + Penalty 2761.787105 = -568610.075402
  nChanged 3
		SP:Iteration 36Q (46752.450000 sec): 3 clusters
  Score: Raw -571372.686199 + Penalty 2761.787105 = -568610.899094
  nChanged 2
		SP:Iteration 37Q (46752.540000 sec): 3 clusters
  Score: Raw -571373.140676 + Penalty 2761.787105 = -568611.353571
  nChanged 2
		SP:Iteration 38Q (46752.620000 sec): 3 clusters
  Score: Raw -571373.512150 + Penalty 2761.787105 = -568611.725044
  nChanged 0
		SP:Iteration 39F (46752.700000 sec): 3 clusters
  Score: Raw -571373.512150 + Penalty 2761.787105 = -568611.725044
  nChanged 0
  Score: Raw -119126598.125926 + Penalty 258792.186961 = -118867805.938965

Splitting cluster 4 changes total score from -118868486.822167 to -118867805.938965

 So it's not getting split.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 5 (4902 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47170.250000 sec): 2 clusters
  Score: Raw -619914.385415 + Penalty 1380.827267 = -618533.558148
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47170.350000 sec): 3 clusters
  Score: Raw -617346.250506 + Penalty 2761.654533 = -614584.595972
  nChanged 2001
		SP:Iteration 1F (47170.440000 sec): 3 clusters
  Score: Raw -618436.900999 + Penalty 2761.654533 = -615675.246466
  nChanged 376
		SP:Iteration 2F (47170.530000 sec): 3 clusters
  Score: Raw -618619.783764 + Penalty 2761.654533 = -615858.129230
  nChanged 262
		SP:Iteration 3F (47170.620000 sec): 3 clusters
  Score: Raw -618741.917830 + Penalty 2761.654533 = -615980.263296
  nChanged 206
		SP:Iteration 4Q (47170.710000 sec): 3 clusters
  Score: Raw -618842.727802 + Penalty 2761.654533 = -616081.073269
  nChanged 184
		SP:Iteration 5Q (47170.810000 sec): 3 clusters
  Score: Raw -618935.233295 + Penalty 2761.654533 = -616173.578762
  nChanged 164
		SP:Iteration 6Q (47170.900000 sec): 3 clusters
  Score: Raw -619017.114845 + Penalty 2761.654533 = -616255.460312
  nChanged 171
		SP:Iteration 7Q (47170.990000 sec): 3 clusters
  Score: Raw -619106.847576 + Penalty 2761.654533 = -616345.193043
  nChanged 173
		SP:Iteration 8Q (47171.080000 sec): 3 clusters
  Score: Raw -619196.669755 + Penalty 2761.654533 = -616435.015222
  nChanged 155
		SP:Iteration 9Q (47171.170000 sec): 3 clusters
  Score: Raw -619283.829907 + Penalty 2761.654533 = -616522.175374
  nChanged 160
		SP:Iteration 10Q (47171.270000 sec): 3 clusters
  Score: Raw -619388.760737 + Penalty 2761.654533 = -616627.106204
  nChanged 137
		SP:Iteration 11Q (47171.360000 sec): 3 clusters
  Score: Raw -619478.953965 + Penalty 2761.654533 = -616717.299432
  nChanged 132
		SP:Iteration 12Q (47171.450000 sec): 3 clusters
  Score: Raw -619572.288434 + Penalty 2761.654533 = -616810.633901
  nChanged 110
		SP:Iteration 13Q (47171.540000 sec): 3 clusters
  Score: Raw -619655.073661 + Penalty 2761.654533 = -616893.419128
  nChanged 100
		SP:Iteration 14Q (47171.630000 sec): 3 clusters
  Score: Raw -619722.652645 + Penalty 2761.654533 = -616960.998112
  nChanged 73
		SP:Iteration 15Q (47171.720000 sec): 3 clusters
  Score: Raw -619776.113283 + Penalty 2761.654533 = -617014.458750
  nChanged 74
		SP:Iteration 16Q (47171.810000 sec): 3 clusters
  Score: Raw -619835.522685 + Penalty 2761.654533 = -617073.868152
  nChanged 66
		SP:Iteration 17Q (47171.900000 sec): 3 clusters
  Score: Raw -619887.385356 + Penalty 2761.654533 = -617125.730823
  nChanged 51
		SP:Iteration 18Q (47171.990000 sec): 3 clusters
  Score: Raw -619927.743839 + Penalty 2761.654533 = -617166.089306
  nChanged 42
		SP:Iteration 19Q (47172.080000 sec): 3 clusters
  Score: Raw -619958.345068 + Penalty 2761.654533 = -617196.690535
  nChanged 33
		SP:Iteration 20F (47172.170000 sec): 3 clusters
  Score: Raw -619980.088280 + Penalty 2761.654533 = -617218.433747
  nChanged 32
		SP:Iteration 21Q (47172.260000 sec): 3 clusters
  Score: Raw -620000.043790 + Penalty 2761.654533 = -617238.389257
  nChanged 29
		SP:Iteration 22Q (47172.350000 sec): 3 clusters
  Score: Raw -620017.225185 + Penalty 2761.654533 = -617255.570652
  nChanged 21
		SP:Iteration 23Q (47172.430000 sec): 3 clusters
  Score: Raw -620028.029797 + Penalty 2761.654533 = -617266.375263
  nChanged 19
		SP:Iteration 24Q (47172.520000 sec): 3 clusters
  Score: Raw -620036.884111 + Penalty 2761.654533 = -617275.229578
  nChanged 17
		SP:Iteration 25Q (47172.610000 sec): 3 clusters
  Score: Raw -620048.542961 + Penalty 2761.654533 = -617286.888428
  nChanged 17
		SP:Iteration 26Q (47172.700000 sec): 3 clusters
  Score: Raw -620057.341293 + Penalty 2761.654533 = -617295.686760
  nChanged 7
		SP:Iteration 27Q (47172.790000 sec): 3 clusters
  Score: Raw -620060.971632 + Penalty 2761.654533 = -617299.317099
  nChanged 6
		SP:Iteration 28Q (47172.870000 sec): 3 clusters
  Score: Raw -620063.976051 + Penalty 2761.654533 = -617302.321517
  nChanged 2
		SP:Iteration 29Q (47172.960000 sec): 3 clusters
  Score: Raw -620064.893473 + Penalty 2761.654533 = -617303.238940
  nChanged 2
		SP:Iteration 30Q (47173.050000 sec): 3 clusters
  Score: Raw -620065.246135 + Penalty 2761.654533 = -617303.591602
  nChanged 2
		SP:Iteration 31Q (47173.140000 sec): 3 clusters
  Score: Raw -620065.943314 + Penalty 2761.654533 = -617304.288780
  nChanged 3
		SP:Iteration 32Q (47173.230000 sec): 3 clusters
  Score: Raw -620067.108057 + Penalty 2761.654533 = -617305.453523
  nChanged 5
		SP:Iteration 33Q (47173.310000 sec): 3 clusters
  Score: Raw -620069.172317 + Penalty 2761.654533 = -617307.517784
  nChanged 5
		SP:Iteration 34Q (47173.400000 sec): 3 clusters
  Score: Raw -620070.999226 + Penalty 2761.654533 = -617309.344693
  nChanged 7
		SP:Iteration 35Q (47173.490000 sec): 3 clusters
  Score: Raw -620073.748010 + Penalty 2761.654533 = -617312.093476
  nChanged 8
		SP:Iteration 36Q (47173.570000 sec): 3 clusters
  Score: Raw -620078.768505 + Penalty 2761.654533 = -617317.113971
  nChanged 13
		SP:Iteration 37Q (47173.660000 sec): 3 clusters
  Score: Raw -620085.796709 + Penalty 2761.654533 = -617324.142176
  nChanged 11
		SP:Iteration 38Q (47173.750000 sec): 3 clusters
  Score: Raw -620088.669824 + Penalty 2761.654533 = -617327.015291
  nChanged 2
		SP:Iteration 39Q (47173.840000 sec): 3 clusters
  Score: Raw -620089.579197 + Penalty 2761.654533 = -617327.924663
  nChanged 2
		SP:Iteration 40F (47173.930000 sec): 3 clusters
  Score: Raw -620090.051433 + Penalty 2761.654533 = -617328.396900
  nChanged 1
		SP:Iteration 41Q (47174.020000 sec): 3 clusters
  Score: Raw -620091.058842 + Penalty 2761.654533 = -617329.404309
  nChanged 2
		SP:Iteration 42Q (47174.100000 sec): 3 clusters
  Score: Raw -620091.467312 + Penalty 2761.654533 = -617329.812779
  nChanged 0
		SP:Iteration 43F (47174.190000 sec): 3 clusters
  Score: Raw -620091.467312 + Penalty 2761.654533 = -617329.812779
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 6 (2097 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47174.260000 sec): 2 clusters
  Score: Raw -221225.309969 + Penalty 1242.842743 = -219982.467226
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47174.310000 sec): 3 clusters
  Score: Raw -220317.942343 + Penalty 2485.685485 = -217832.256858
  nChanged 723
		SP:Iteration 1F (47174.350000 sec): 3 clusters
  Score: Raw -220849.952614 + Penalty 2485.685485 = -218364.267129
  nChanged 202
		SP:Iteration 2F (47174.390000 sec): 3 clusters
  Score: Raw -221116.579280 + Penalty 2485.685485 = -218630.893795
  nChanged 166
		SP:Iteration 3F (47174.430000 sec): 3 clusters
  Score: Raw -221342.010785 + Penalty 2485.685485 = -218856.325300
  nChanged 150
		SP:Iteration 4F (47174.470000 sec): 3 clusters
  Score: Raw -221541.026449 + Penalty 2485.685485 = -219055.340964
  nChanged 132
		SP:Iteration 5F (47174.510000 sec): 3 clusters
  Score: Raw -221726.476979 + Penalty 2485.685485 = -219240.791494
  nChanged 124
		SP:Iteration 6F (47174.550000 sec): 3 clusters
  Score: Raw -221911.407066 + Penalty 2485.685485 = -219425.721581
  nChanged 122
		SP:Iteration 7F (47174.590000 sec): 3 clusters
  Score: Raw -222081.799236 + Penalty 2485.685485 = -219596.113751
  nChanged 89
		SP:Iteration 8Q (47174.630000 sec): 3 clusters
  Score: Raw -222198.479632 + Penalty 2485.685485 = -219712.794147
  nChanged 73
		SP:Iteration 9Q (47174.670000 sec): 3 clusters
  Score: Raw -222293.743959 + Penalty 2485.685485 = -219808.058474
  nChanged 56
		SP:Iteration 10Q (47174.710000 sec): 3 clusters
  Score: Raw -222343.332271 + Penalty 2485.685485 = -219857.646786
  nChanged 28
		SP:Iteration 11Q (47174.750000 sec): 3 clusters
  Score: Raw -222373.540662 + Penalty 2485.685485 = -219887.855177
  nChanged 24
		SP:Iteration 12Q (47174.790000 sec): 3 clusters
  Score: Raw -222396.873656 + Penalty 2485.685485 = -219911.188171
  nChanged 21
		SP:Iteration 13Q (47174.830000 sec): 3 clusters
  Score: Raw -222412.204320 + Penalty 2485.685485 = -219926.518835
  nChanged 13
		SP:Iteration 14Q (47174.870000 sec): 3 clusters
  Score: Raw -222420.033500 + Penalty 2485.685485 = -219934.348015
  nChanged 5
		SP:Iteration 15Q (47174.910000 sec): 3 clusters
  Score: Raw -222424.109380 + Penalty 2485.685485 = -219938.423895
  nChanged 8
		SP:Iteration 16Q (47174.940000 sec): 3 clusters
  Score: Raw -222427.758912 + Penalty 2485.685485 = -219942.073427
  nChanged 5
		SP:Iteration 17Q (47174.980000 sec): 3 clusters
  Score: Raw -222430.226837 + Penalty 2485.685485 = -219944.541352
  nChanged 10
		SP:Iteration 18Q (47175.020000 sec): 3 clusters
  Score: Raw -222435.752712 + Penalty 2485.685485 = -219950.067227
  nChanged 6
		SP:Iteration 19Q (47175.060000 sec): 3 clusters
  Score: Raw -222439.126989 + Penalty 2485.685485 = -219953.441503
  nChanged 7
		SP:Iteration 20F (47175.100000 sec): 3 clusters
  Score: Raw -222442.670675 + Penalty 2485.685485 = -219956.985190
  nChanged 4
		SP:Iteration 21Q (47175.140000 sec): 3 clusters
  Score: Raw -222444.236737 + Penalty 2485.685485 = -219958.551252
  nChanged 5
		SP:Iteration 22Q (47175.180000 sec): 3 clusters
  Score: Raw -222445.975514 + Penalty 2485.685485 = -219960.290029
  nChanged 2
		SP:Iteration 23Q (47175.220000 sec): 3 clusters
  Score: Raw -222447.115801 + Penalty 2485.685485 = -219961.430316
  nChanged 4
		SP:Iteration 24Q (47175.260000 sec): 3 clusters
  Score: Raw -222448.206308 + Penalty 2485.685485 = -219962.520823
  nChanged 4
		SP:Iteration 25Q (47175.300000 sec): 3 clusters
  Score: Raw -222449.528680 + Penalty 2485.685485 = -219963.843195
  nChanged 3
		SP:Iteration 26Q (47175.340000 sec): 3 clusters
  Score: Raw -222450.236616 + Penalty 2485.685485 = -219964.551131
  nChanged 2
		SP:Iteration 27Q (47175.380000 sec): 3 clusters
  Score: Raw -222450.869949 + Penalty 2485.685485 = -219965.184464
  nChanged 3
		SP:Iteration 28Q (47175.420000 sec): 3 clusters
  Score: Raw -222451.957761 + Penalty 2485.685485 = -219966.272276
  nChanged 3
		SP:Iteration 29Q (47175.450000 sec): 3 clusters
  Score: Raw -222454.682368 + Penalty 2485.685485 = -219968.996883
  nChanged 3
		SP:Iteration 30Q (47175.490000 sec): 3 clusters
  Score: Raw -222455.937701 + Penalty 2485.685485 = -219970.252216
  nChanged 5
		SP:Iteration 31Q (47175.530000 sec): 3 clusters
  Score: Raw -222459.273071 + Penalty 2485.685485 = -219973.587586
  nChanged 2
		SP:Iteration 32Q (47175.570000 sec): 3 clusters
  Score: Raw -222461.120466 + Penalty 2485.685485 = -219975.434981
  nChanged 1
		SP:Iteration 33Q (47175.610000 sec): 3 clusters
  Score: Raw -222461.711392 + Penalty 2485.685485 = -219976.025907
  nChanged 0
		SP:Iteration 34F (47175.650000 sec): 3 clusters
  Score: Raw -222461.711392 + Penalty 2485.685485 = -219976.025907
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 7 (10011 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47175.790000 sec): 2 clusters
  Score: Raw -1165886.133790 + Penalty 1496.858962 = -1164389.274828
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47175.940000 sec): 3 clusters
  Score: Raw -1160246.031781 + Penalty 2993.717924 = -1157252.313856
  nChanged 4307
		SP:Iteration 1F (47176.110000 sec): 3 clusters
  Score: Raw -1162737.473325 + Penalty 2993.717924 = -1159743.755400
  nChanged 764
		SP:Iteration 2F (47176.250000 sec): 3 clusters
  Score: Raw -1163201.463107 + Penalty 2993.717924 = -1160207.745182
  nChanged 701
		SP:Iteration 3F (47176.410000 sec): 3 clusters
  Score: Raw -1163715.780975 + Penalty 2993.717924 = -1160722.063050
  nChanged 719
		SP:Iteration 4F (47176.570000 sec): 3 clusters
  Score: Raw -1164274.985129 + Penalty 2993.717924 = -1161281.267204
  nChanged 680
		SP:Iteration 5F (47176.710000 sec): 3 clusters
  Score: Raw -1164790.388869 + Penalty 2993.717924 = -1161796.670944
  nChanged 555
		SP:Iteration 6F (47176.870000 sec): 3 clusters
  Score: Raw -1165197.393744 + Penalty 2993.717924 = -1162203.675820
  nChanged 472
		SP:Iteration 7Q (47177.050000 sec): 3 clusters
  Score: Raw -1165505.192930 + Penalty 2993.717924 = -1162511.475006
  nChanged 409
		SP:Iteration 8Q (47177.200000 sec): 3 clusters
  Score: Raw -1165806.263723 + Penalty 2993.717924 = -1162812.545798
  nChanged 357
		SP:Iteration 9Q (47177.360000 sec): 3 clusters
  Score: Raw -1166081.487637 + Penalty 2993.717924 = -1163087.769713
  nChanged 312
		SP:Iteration 10Q (47177.520000 sec): 3 clusters
  Score: Raw -1166299.777694 + Penalty 2993.717924 = -1163306.059769
  nChanged 265
		SP:Iteration 11Q (47177.660000 sec): 3 clusters
  Score: Raw -1166447.670572 + Penalty 2993.717924 = -1163453.952648
  nChanged 203
		SP:Iteration 12Q (47177.830000 sec): 3 clusters
  Score: Raw -1166536.558434 + Penalty 2993.717924 = -1163542.840510
  nChanged 153
		SP:Iteration 13Q (47177.990000 sec): 3 clusters
  Score: Raw -1166591.449302 + Penalty 2993.717924 = -1163597.731378
  nChanged 110
		SP:Iteration 14Q (47178.120000 sec): 3 clusters
  Score: Raw -1166624.654899 + Penalty 2993.717924 = -1163630.936975
  nChanged 89
		SP:Iteration 15Q (47178.290000 sec): 3 clusters
  Score: Raw -1166646.692518 + Penalty 2993.717924 = -1163652.974594
  nChanged 52
		SP:Iteration 16Q (47178.450000 sec): 3 clusters
  Score: Raw -1166663.185813 + Penalty 2993.717924 = -1163669.467889
  nChanged 64
		SP:Iteration 17Q (47178.580000 sec): 3 clusters
  Score: Raw -1166679.349534 + Penalty 2993.717924 = -1163685.631610
  nChanged 62
		SP:Iteration 18Q (47178.730000 sec): 3 clusters
  Score: Raw -1166695.166859 + Penalty 2993.717924 = -1163701.448934
  nChanged 37
		SP:Iteration 19Q (47178.910000 sec): 3 clusters
  Score: Raw -1166703.299241 + Penalty 2993.717924 = -1163709.581317
  nChanged 39
		SP:Iteration 20F (47179.060000 sec): 3 clusters
  Score: Raw -1166711.972253 + Penalty 2993.717924 = -1163718.254328
  nChanged 28
		SP:Iteration 21Q (47179.220000 sec): 3 clusters
  Score: Raw -1166717.575200 + Penalty 2993.717924 = -1163723.857275
  nChanged 26
		SP:Iteration 22Q (47179.370000 sec): 3 clusters
  Score: Raw -1166721.723796 + Penalty 2993.717924 = -1163728.005871
  nChanged 18
		SP:Iteration 23Q (47179.510000 sec): 3 clusters
  Score: Raw -1166724.274012 + Penalty 2993.717924 = -1163730.556087
  nChanged 17
		SP:Iteration 24Q (47179.670000 sec): 3 clusters
  Score: Raw -1166726.538364 + Penalty 2993.717924 = -1163732.820439
  nChanged 12
		SP:Iteration 25Q (47179.830000 sec): 3 clusters
  Score: Raw -1166728.509327 + Penalty 2993.717924 = -1163734.791403
  nChanged 9
		SP:Iteration 26Q (47179.980000 sec): 3 clusters
  Score: Raw -1166730.241793 + Penalty 2993.717924 = -1163736.523869
  nChanged 10
		SP:Iteration 27Q (47180.130000 sec): 3 clusters
  Score: Raw -1166731.974029 + Penalty 2993.717924 = -1163738.256104
  nChanged 9
		SP:Iteration 28Q (47180.310000 sec): 3 clusters
  Score: Raw -1166733.179027 + Penalty 2993.717924 = -1163739.461103
  nChanged 11
		SP:Iteration 29Q (47180.450000 sec): 3 clusters
  Score: Raw -1166735.421344 + Penalty 2993.717924 = -1163741.703420
  nChanged 13
		SP:Iteration 30Q (47180.600000 sec): 3 clusters
  Score: Raw -1166737.178896 + Penalty 2993.717924 = -1163743.460972
  nChanged 12
		SP:Iteration 31Q (47180.780000 sec): 3 clusters
  Score: Raw -1166739.718235 + Penalty 2993.717924 = -1163746.000310
  nChanged 18
		SP:Iteration 32Q (47180.930000 sec): 3 clusters
  Score: Raw -1166743.034340 + Penalty 2993.717924 = -1163749.316416
  nChanged 16
		SP:Iteration 33Q (47181.080000 sec): 3 clusters
  Score: Raw -1166746.600582 + Penalty 2993.717924 = -1163752.882657
  nChanged 18
		SP:Iteration 34Q (47181.240000 sec): 3 clusters
  Score: Raw -1166751.748869 + Penalty 2993.717924 = -1163758.030945
  nChanged 30
		SP:Iteration 35Q (47181.370000 sec): 3 clusters
  Score: Raw -1166759.134651 + Penalty 2993.717924 = -1163765.416726
  nChanged 36
		SP:Iteration 36Q (47181.530000 sec): 3 clusters
  Score: Raw -1166769.861712 + Penalty 2993.717924 = -1163776.143788
  nChanged 38
		SP:Iteration 37Q (47181.700000 sec): 3 clusters
  Score: Raw -1166782.943927 + Penalty 2993.717924 = -1163789.226002
  nChanged 43
		SP:Iteration 38Q (47181.850000 sec): 3 clusters
  Score: Raw -1166794.803491 + Penalty 2993.717924 = -1163801.085567
  nChanged 38
		SP:Iteration 39Q (47182.000000 sec): 3 clusters
  Score: Raw -1166807.863917 + Penalty 2993.717924 = -1163814.145992
  nChanged 43
		SP:Iteration 40F (47182.190000 sec): 3 clusters
  Score: Raw -1166822.314248 + Penalty 2993.717924 = -1163828.596324
  nChanged 46
		SP:Iteration 41Q (47182.330000 sec): 3 clusters
  Score: Raw -1166837.747847 + Penalty 2993.717924 = -1163844.029923
  nChanged 35
		SP:Iteration 42Q (47182.480000 sec): 3 clusters
  Score: Raw -1166849.915160 + Penalty 2993.717924 = -1163856.197235
  nChanged 37
		SP:Iteration 43Q (47182.650000 sec): 3 clusters
  Score: Raw -1166859.966826 + Penalty 2993.717924 = -1163866.248901
  nChanged 36
		SP:Iteration 44Q (47182.790000 sec): 3 clusters
  Score: Raw -1166869.817527 + Penalty 2993.717924 = -1163876.099602
  nChanged 43
		SP:Iteration 45Q (47182.950000 sec): 3 clusters
  Score: Raw -1166882.991625 + Penalty 2993.717924 = -1163889.273701
  nChanged 43
		SP:Iteration 46Q (47183.120000 sec): 3 clusters
  Score: Raw -1166899.278703 + Penalty 2993.717924 = -1163905.560779
  nChanged 52
		SP:Iteration 47Q (47183.260000 sec): 3 clusters
  Score: Raw -1166916.038975 + Penalty 2993.717924 = -1163922.321051
  nChanged 36
		SP:Iteration 48Q (47183.410000 sec): 3 clusters
  Score: Raw -1166924.541982 + Penalty 2993.717924 = -1163930.824058
  nChanged 29
		SP:Iteration 49Q (47183.700000 sec): 3 clusters
  Score: Raw -1166931.892087 + Penalty 2993.717924 = -1163938.174163
  nChanged 28
		SP:Iteration 50Q (47183.830000 sec): 3 clusters
  Score: Raw -1166940.039974 + Penalty 2993.717924 = -1163946.322050
  nChanged 39
		SP:Iteration 51Q (47183.980000 sec): 3 clusters
  Score: Raw -1166950.830194 + Penalty 2993.717924 = -1163957.112270
  nChanged 30
		SP:Iteration 52Q (47184.150000 sec): 3 clusters
  Score: Raw -1166956.930356 + Penalty 2993.717924 = -1163963.212432
  nChanged 25
		SP:Iteration 53Q (47184.300000 sec): 3 clusters
  Score: Raw -1166963.369059 + Penalty 2993.717924 = -1163969.651135
  nChanged 27
		SP:Iteration 54Q (47184.450000 sec): 3 clusters
  Score: Raw -1166971.013247 + Penalty 2993.717924 = -1163977.295323
  nChanged 24
		SP:Iteration 55Q (47184.620000 sec): 3 clusters
  Score: Raw -1166977.919375 + Penalty 2993.717924 = -1163984.201451
  nChanged 23
		SP:Iteration 56Q (47184.770000 sec): 3 clusters
  Score: Raw -1166984.751256 + Penalty 2993.717924 = -1163991.033332
  nChanged 29
		SP:Iteration 57Q (47184.910000 sec): 3 clusters
  Score: Raw -1166993.038613 + Penalty 2993.717924 = -1163999.320688
  nChanged 31
		SP:Iteration 58Q (47185.070000 sec): 3 clusters
  Score: Raw -1167000.511260 + Penalty 2993.717924 = -1164006.793336
  nChanged 25
		SP:Iteration 59Q (47185.220000 sec): 3 clusters
  Score: Raw -1167006.864238 + Penalty 2993.717924 = -1164013.146313
  nChanged 16
		SP:Iteration 60F (47185.360000 sec): 3 clusters
  Score: Raw -1167009.700638 + Penalty 2993.717924 = -1164015.982713
  nChanged 15
		SP:Iteration 61Q (47185.510000 sec): 3 clusters
  Score: Raw -1167012.720429 + Penalty 2993.717924 = -1164019.002505
  nChanged 14
		SP:Iteration 62Q (47185.690000 sec): 3 clusters
  Score: Raw -1167014.639244 + Penalty 2993.717924 = -1164020.921319
  nChanged 10
		SP:Iteration 63Q (47185.830000 sec): 3 clusters
  Score: Raw -1167015.465194 + Penalty 2993.717924 = -1164021.747269
  nChanged 7
		SP:Iteration 64Q (47185.980000 sec): 3 clusters
  Score: Raw -1167016.239892 + Penalty 2993.717924 = -1164022.521967
  nChanged 5
		SP:Iteration 65Q (47186.150000 sec): 3 clusters
  Score: Raw -1167016.953363 + Penalty 2993.717924 = -1164023.235438
  nChanged 5
		SP:Iteration 66Q (47186.300000 sec): 3 clusters
  Score: Raw -1167017.649718 + Penalty 2993.717924 = -1164023.931793
  nChanged 6
		SP:Iteration 67Q (47186.450000 sec): 3 clusters
  Score: Raw -1167019.440428 + Penalty 2993.717924 = -1164025.722503
  nChanged 6
		SP:Iteration 68Q (47186.620000 sec): 3 clusters
  Score: Raw -1167020.848345 + Penalty 2993.717924 = -1164027.130420
  nChanged 6
		SP:Iteration 69Q (47186.770000 sec): 3 clusters
  Score: Raw -1167021.924076 + Penalty 2993.717924 = -1164028.206151
  nChanged 6
		SP:Iteration 70Q (47186.900000 sec): 3 clusters
  Score: Raw -1167023.228357 + Penalty 2993.717924 = -1164029.510433
  nChanged 6
		SP:Iteration 71Q (47187.070000 sec): 3 clusters
  Score: Raw -1167024.865141 + Penalty 2993.717924 = -1164031.147217
  nChanged 8
		SP:Iteration 72Q (47187.240000 sec): 3 clusters
  Score: Raw -1167026.857496 + Penalty 2993.717924 = -1164033.139572
  nChanged 13
		SP:Iteration 73Q (47187.380000 sec): 3 clusters
  Score: Raw -1167030.388356 + Penalty 2993.717924 = -1164036.670432
  nChanged 20
		SP:Iteration 74Q (47187.530000 sec): 3 clusters
  Score: Raw -1167037.908193 + Penalty 2993.717924 = -1164044.190268
  nChanged 18
		SP:Iteration 75Q (47187.700000 sec): 3 clusters
  Score: Raw -1167043.407899 + Penalty 2993.717924 = -1164049.689975
  nChanged 21
		SP:Iteration 76Q (47187.840000 sec): 3 clusters
  Score: Raw -1167047.629151 + Penalty 2993.717924 = -1164053.911227
  nChanged 18
		SP:Iteration 77Q (47187.990000 sec): 3 clusters
  Score: Raw -1167051.182336 + Penalty 2993.717924 = -1164057.464411
  nChanged 8
		SP:Iteration 78Q (47188.160000 sec): 3 clusters
  Score: Raw -1167052.590998 + Penalty 2993.717924 = -1164058.873074
  nChanged 7
		SP:Iteration 79Q (47188.310000 sec): 3 clusters
  Score: Raw -1167054.317977 + Penalty 2993.717924 = -1164060.600053
  nChanged 7
		SP:Iteration 80F (47188.450000 sec): 3 clusters
  Score: Raw -1167055.370536 + Penalty 2993.717924 = -1164061.652612
  nChanged 9
		SP:Iteration 81Q (47188.610000 sec): 3 clusters
  Score: Raw -1167056.600103 + Penalty 2993.717924 = -1164062.882179
  nChanged 7
		SP:Iteration 82Q (47188.770000 sec): 3 clusters
  Score: Raw -1167057.830570 + Penalty 2993.717924 = -1164064.112645
  nChanged 6
		SP:Iteration 83Q (47188.890000 sec): 3 clusters
  Score: Raw -1167058.793172 + Penalty 2993.717924 = -1164065.075247
  nChanged 6
		SP:Iteration 84Q (47189.040000 sec): 3 clusters
  Score: Raw -1167059.957420 + Penalty 2993.717924 = -1164066.239496
  nChanged 6
		SP:Iteration 85Q (47189.210000 sec): 3 clusters
  Score: Raw -1167060.739447 + Penalty 2993.717924 = -1164067.021522
  nChanged 1
		SP:Iteration 86Q (47189.360000 sec): 3 clusters
  Score: Raw -1167060.848956 + Penalty 2993.717924 = -1164067.131032
  nChanged 0
		SP:Iteration 87F (47189.500000 sec): 3 clusters
  Score: Raw -1167060.848956 + Penalty 2993.717924 = -1164067.131032
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 8 (12711 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47189.680000 sec): 2 clusters
  Score: Raw -1432132.300447 + Penalty 1535.661244 = -1430596.639204
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47189.860000 sec): 3 clusters
  Score: Raw -1424800.289579 + Penalty 3071.322488 = -1421728.967091
  nChanged 5587
		SP:Iteration 1F (47190.030000 sec): 3 clusters
  Score: Raw -1427915.605167 + Penalty 3071.322488 = -1424844.282679
  nChanged 793
		SP:Iteration 2F (47190.230000 sec): 3 clusters
  Score: Raw -1428325.046515 + Penalty 3071.322488 = -1425253.724027
  nChanged 728
		SP:Iteration 3F (47190.400000 sec): 3 clusters
  Score: Raw -1428724.858219 + Penalty 3071.322488 = -1425653.535732
  nChanged 728
		SP:Iteration 4F (47190.590000 sec): 3 clusters
  Score: Raw -1429144.505291 + Penalty 3071.322488 = -1426073.182803
  nChanged 732
		SP:Iteration 5F (47190.770000 sec): 3 clusters
  Score: Raw -1429638.515278 + Penalty 3071.322488 = -1426567.192790
  nChanged 742
		SP:Iteration 6F (47190.940000 sec): 3 clusters
  Score: Raw -1430220.694992 + Penalty 3071.322488 = -1427149.372504
  nChanged 715
		SP:Iteration 7F (47191.130000 sec): 3 clusters
  Score: Raw -1430846.648091 + Penalty 3071.322488 = -1427775.325603
  nChanged 685
		SP:Iteration 8F (47191.300000 sec): 3 clusters
  Score: Raw -1431481.213602 + Penalty 3071.322488 = -1428409.891114
  nChanged 607
		SP:Iteration 9Q (47191.470000 sec): 3 clusters
  Score: Raw -1432104.359726 + Penalty 3071.322488 = -1429033.037238
  nChanged 507
		SP:Iteration 10Q (47191.660000 sec): 3 clusters
  Score: Raw -1432632.518120 + Penalty 3071.322488 = -1429561.195632
  nChanged 420
		SP:Iteration 11Q (47191.820000 sec): 3 clusters
  Score: Raw -1433042.936092 + Penalty 3071.322488 = -1429971.613604
  nChanged 268
		SP:Iteration 12Q (47191.980000 sec): 3 clusters
  Score: Raw -1433230.805755 + Penalty 3071.322488 = -1430159.483268
  nChanged 202
		SP:Iteration 13Q (47192.180000 sec): 3 clusters
  Score: Raw -1433318.600405 + Penalty 3071.322488 = -1430247.277918
  nChanged 126
		SP:Iteration 14Q (47192.350000 sec): 3 clusters
  Score: Raw -1433362.572284 + Penalty 3071.322488 = -1430291.249797
  nChanged 87
		SP:Iteration 15Q (47192.530000 sec): 3 clusters
  Score: Raw -1433384.110044 + Penalty 3071.322488 = -1430312.787556
  nChanged 54
		SP:Iteration 16Q (47192.690000 sec): 3 clusters
  Score: Raw -1433394.945557 + Penalty 3071.322488 = -1430323.623069
  nChanged 37
		SP:Iteration 17Q (47192.850000 sec): 3 clusters
  Score: Raw -1433402.127896 + Penalty 3071.322488 = -1430330.805408
  nChanged 27
		SP:Iteration 18Q (47193.050000 sec): 3 clusters
  Score: Raw -1433405.929448 + Penalty 3071.322488 = -1430334.606960
  nChanged 25
		SP:Iteration 19Q (47193.220000 sec): 3 clusters
  Score: Raw -1433409.407432 + Penalty 3071.322488 = -1430338.084944
  nChanged 11
		SP:Iteration 20F (47193.410000 sec): 3 clusters
  Score: Raw -1433410.904312 + Penalty 3071.322488 = -1430339.581824
  nChanged 8
		SP:Iteration 21Q (47193.570000 sec): 3 clusters
  Score: Raw -1433411.981580 + Penalty 3071.322488 = -1430340.659092
  nChanged 8
		SP:Iteration 22Q (47193.730000 sec): 3 clusters
  Score: Raw -1433412.585586 + Penalty 3071.322488 = -1430341.263099
  nChanged 9
		SP:Iteration 23Q (47193.910000 sec): 3 clusters
  Score: Raw -1433413.613870 + Penalty 3071.322488 = -1430342.291382
  nChanged 10
		SP:Iteration 24Q (47194.070000 sec): 3 clusters
  Score: Raw -1433414.613644 + Penalty 3071.322488 = -1430343.291156
  nChanged 7
		SP:Iteration 25Q (47194.260000 sec): 3 clusters
  Score: Raw -1433415.049010 + Penalty 3071.322488 = -1430343.726522
  nChanged 6
		SP:Iteration 26Q (47194.430000 sec): 3 clusters
  Score: Raw -1433415.901498 + Penalty 3071.322488 = -1430344.579011
  nChanged 5
		SP:Iteration 27Q (47194.590000 sec): 3 clusters
  Score: Raw -1433416.184919 + Penalty 3071.322488 = -1430344.862431
  nChanged 2
		SP:Iteration 28Q (47194.770000 sec): 3 clusters
  Score: Raw -1433416.320755 + Penalty 3071.322488 = -1430344.998267
  nChanged 0
		SP:Iteration 29F (47194.940000 sec): 3 clusters
  Score: Raw -1433416.320755 + Penalty 3071.322488 = -1430344.998267
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 9 (6756 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47195.050000 sec): 2 clusters
  Score: Raw -760664.465014 + Penalty 1432.955270 = -759231.509744
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47195.200000 sec): 3 clusters
  Score: Raw -757112.160041 + Penalty 2865.910540 = -754246.249500
  nChanged 2783
		SP:Iteration 1F (47195.300000 sec): 3 clusters
  Score: Raw -759027.728828 + Penalty 2865.910540 = -756161.818288
  nChanged 701
		SP:Iteration 2F (47195.410000 sec): 3 clusters
  Score: Raw -759805.890485 + Penalty 2865.910540 = -756939.979944
  nChanged 610
		SP:Iteration 3F (47195.510000 sec): 3 clusters
  Score: Raw -760397.995052 + Penalty 2865.910540 = -757532.084512
  nChanged 498
		SP:Iteration 4F (47195.610000 sec): 3 clusters
  Score: Raw -760825.650476 + Penalty 2865.910540 = -757959.739935
  nChanged 355
		SP:Iteration 5F (47195.720000 sec): 3 clusters
  Score: Raw -761077.697838 + Penalty 2865.910540 = -758211.787297
  nChanged 236
		SP:Iteration 6Q (47195.830000 sec): 3 clusters
  Score: Raw -761231.192164 + Penalty 2865.910540 = -758365.281624
  nChanged 184
		SP:Iteration 7Q (47195.940000 sec): 3 clusters
  Score: Raw -761358.438868 + Penalty 2865.910540 = -758492.528327
  nChanged 154
		SP:Iteration 8Q (47196.050000 sec): 3 clusters
  Score: Raw -761468.092875 + Penalty 2865.910540 = -758602.182335
  nChanged 125
		SP:Iteration 9Q (47196.150000 sec): 3 clusters
  Score: Raw -761546.413100 + Penalty 2865.910540 = -758680.502559
  nChanged 109
		SP:Iteration 10Q (47196.260000 sec): 3 clusters
  Score: Raw -761610.820217 + Penalty 2865.910540 = -758744.909677
  nChanged 81
		SP:Iteration 11Q (47196.370000 sec): 3 clusters
  Score: Raw -761665.861429 + Penalty 2865.910540 = -758799.950889
  nChanged 78
		SP:Iteration 12Q (47196.480000 sec): 3 clusters
  Score: Raw -761717.498812 + Penalty 2865.910540 = -758851.588272
  nChanged 88
		SP:Iteration 13Q (47196.590000 sec): 3 clusters
  Score: Raw -761771.834572 + Penalty 2865.910540 = -758905.924031
  nChanged 85
		SP:Iteration 14Q (47196.700000 sec): 3 clusters
  Score: Raw -761840.469197 + Penalty 2865.910540 = -758974.558656
  nChanged 95
		SP:Iteration 15Q (47196.810000 sec): 3 clusters
  Score: Raw -761970.707957 + Penalty 2865.910540 = -759104.797417
  nChanged 99
		SP:Iteration 16Q (47196.910000 sec): 3 clusters
  Score: Raw -762137.580179 + Penalty 2865.910540 = -759271.669639
  nChanged 87
		SP:Iteration 17Q (47197.020000 sec): 3 clusters
  Score: Raw -762237.957161 + Penalty 2865.910540 = -759372.046621
  nChanged 77
		SP:Iteration 18Q (47197.130000 sec): 3 clusters
  Score: Raw -762308.331152 + Penalty 2865.910540 = -759442.420612
  nChanged 55
		SP:Iteration 19Q (47197.230000 sec): 3 clusters
  Score: Raw -762344.739516 + Penalty 2865.910540 = -759478.828976
  nChanged 39
		SP:Iteration 20F (47197.350000 sec): 3 clusters
  Score: Raw -762370.927180 + Penalty 2865.910540 = -759505.016640
  nChanged 22
		SP:Iteration 21Q (47197.460000 sec): 3 clusters
  Score: Raw -762378.813396 + Penalty 2865.910540 = -759512.902856
  nChanged 17
		SP:Iteration 22Q (47197.570000 sec): 3 clusters
  Score: Raw -762383.838817 + Penalty 2865.910540 = -759517.928276
  nChanged 12
		SP:Iteration 23Q (47197.680000 sec): 3 clusters
  Score: Raw -762387.567452 + Penalty 2865.910540 = -759521.656911
  nChanged 17
		SP:Iteration 24Q (47197.790000 sec): 3 clusters
  Score: Raw -762393.752598 + Penalty 2865.910540 = -759527.842057
  nChanged 11
		SP:Iteration 25Q (47197.910000 sec): 3 clusters
  Score: Raw -762396.342106 + Penalty 2865.910540 = -759530.431566
  nChanged 6
		SP:Iteration 26Q (47198.010000 sec): 3 clusters
  Score: Raw -762397.510507 + Penalty 2865.910540 = -759531.599967
  nChanged 4
		SP:Iteration 27Q (47198.130000 sec): 3 clusters
  Score: Raw -762398.236997 + Penalty 2865.910540 = -759532.326456
  nChanged 2
		SP:Iteration 28Q (47198.230000 sec): 3 clusters
  Score: Raw -762399.059045 + Penalty 2865.910540 = -759533.148505
  nChanged 3
		SP:Iteration 29Q (47198.350000 sec): 3 clusters
  Score: Raw -762399.673847 + Penalty 2865.910540 = -759533.763307
  nChanged 3
		SP:Iteration 30Q (47198.460000 sec): 3 clusters
  Score: Raw -762400.277022 + Penalty 2865.910540 = -759534.366482
  nChanged 1
		SP:Iteration 31Q (47198.570000 sec): 3 clusters
  Score: Raw -762400.345210 + Penalty 2865.910540 = -759534.434670
  nChanged 0
		SP:Iteration 32F (47198.690000 sec): 3 clusters
  Score: Raw -762400.345210 + Penalty 2865.910540 = -759534.434670
  nChanged 0
  Score: Raw -119126826.539187 + Penalty 258792.186961 = -118868034.352227

Splitting cluster 9 changes total score from -118868486.822167 to -118868034.352227

 So it's not getting split.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 10 (8325 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47545.530000 sec): 2 clusters
  Score: Raw -1016863.124060 + Penalty 1466.890476 = -1015396.233584
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47545.670000 sec): 3 clusters
  Score: Raw -1012233.381921 + Penalty 2933.780952 = -1009299.600969
  nChanged 3531
		SP:Iteration 1F (47545.790000 sec): 3 clusters
  Score: Raw -1014141.732699 + Penalty 2933.780952 = -1011207.951747
  nChanged 537
		SP:Iteration 2F (47545.920000 sec): 3 clusters
  Score: Raw -1014403.298136 + Penalty 2933.780952 = -1011469.517184
  nChanged 479
		SP:Iteration 3F (47546.050000 sec): 3 clusters
  Score: Raw -1014623.657258 + Penalty 2933.780952 = -1011689.876306
  nChanged 416
		SP:Iteration 4Q (47546.180000 sec): 3 clusters
  Score: Raw -1014815.126603 + Penalty 2933.780952 = -1011881.345651
  nChanged 389
		SP:Iteration 5Q (47546.310000 sec): 3 clusters
  Score: Raw -1015023.078548 + Penalty 2933.780952 = -1012089.297595
  nChanged 435
		SP:Iteration 6F (47546.420000 sec): 3 clusters
  Score: Raw -1015283.194427 + Penalty 2933.780952 = -1012349.413475
  nChanged 463
		SP:Iteration 7F (47546.540000 sec): 3 clusters
  Score: Raw -1015614.082622 + Penalty 2933.780952 = -1012680.301670
  nChanged 456
		SP:Iteration 8F (47546.670000 sec): 3 clusters
  Score: Raw -1015967.648812 + Penalty 2933.780952 = -1013033.867859
  nChanged 455
		SP:Iteration 9F (47546.800000 sec): 3 clusters
  Score: Raw -1016312.324003 + Penalty 2933.780952 = -1013378.543051
  nChanged 376
		SP:Iteration 10Q (47546.930000 sec): 3 clusters
  Score: Raw -1016576.488457 + Penalty 2933.780952 = -1013642.707505
  nChanged 308
		SP:Iteration 11Q (47547.060000 sec): 3 clusters
  Score: Raw -1016787.826417 + Penalty 2933.780952 = -1013854.045464
  nChanged 227
		SP:Iteration 12Q (47547.190000 sec): 3 clusters
  Score: Raw -1016958.712359 + Penalty 2933.780952 = -1014024.931406
  nChanged 188
		SP:Iteration 13Q (47547.310000 sec): 3 clusters
  Score: Raw -1017120.871975 + Penalty 2933.780952 = -1014187.091023
  nChanged 159
		SP:Iteration 14Q (47547.440000 sec): 3 clusters
  Score: Raw -1017244.541692 + Penalty 2933.780952 = -1014310.760740
  nChanged 122
		SP:Iteration 15Q (47547.570000 sec): 3 clusters
  Score: Raw -1017340.244333 + Penalty 2933.780952 = -1014406.463381
  nChanged 105
		SP:Iteration 16Q (47547.690000 sec): 3 clusters
  Score: Raw -1017410.013622 + Penalty 2933.780952 = -1014476.232670
  nChanged 75
		SP:Iteration 17Q (47547.820000 sec): 3 clusters
  Score: Raw -1017452.263518 + Penalty 2933.780952 = -1014518.482565
  nChanged 56
		SP:Iteration 18Q (47547.940000 sec): 3 clusters
  Score: Raw -1017482.872902 + Penalty 2933.780952 = -1014549.091950
  nChanged 41
		SP:Iteration 19Q (47548.070000 sec): 3 clusters
  Score: Raw -1017502.249152 + Penalty 2933.780952 = -1014568.468199
  nChanged 25
		SP:Iteration 20F (47548.190000 sec): 3 clusters
  Score: Raw -1017511.364637 + Penalty 2933.780952 = -1014577.583685
  nChanged 18
		SP:Iteration 21Q (47548.320000 sec): 3 clusters
  Score: Raw -1017515.924793 + Penalty 2933.780952 = -1014582.143841
  nChanged 9
		SP:Iteration 22Q (47548.440000 sec): 3 clusters
  Score: Raw -1017518.069326 + Penalty 2933.780952 = -1014584.288373
  nChanged 5
		SP:Iteration 23Q (47548.570000 sec): 3 clusters
  Score: Raw -1017519.751757 + Penalty 2933.780952 = -1014585.970805
  nChanged 4
		SP:Iteration 24Q (47548.690000 sec): 3 clusters
  Score: Raw -1017520.843358 + Penalty 2933.780952 = -1014587.062406
  nChanged 3
		SP:Iteration 25Q (47548.810000 sec): 3 clusters
  Score: Raw -1017521.329215 + Penalty 2933.780952 = -1014587.548263
  nChanged 2
		SP:Iteration 26Q (47548.930000 sec): 3 clusters
  Score: Raw -1017522.020585 + Penalty 2933.780952 = -1014588.239633
  nChanged 3
		SP:Iteration 27Q (47549.050000 sec): 3 clusters
  Score: Raw -1017523.102094 + Penalty 2933.780952 = -1014589.321142
  nChanged 8
		SP:Iteration 28Q (47549.180000 sec): 3 clusters
  Score: Raw -1017526.168882 + Penalty 2933.780952 = -1014592.387929
  nChanged 10
		SP:Iteration 29Q (47549.300000 sec): 3 clusters
  Score: Raw -1017529.969955 + Penalty 2933.780952 = -1014596.189003
  nChanged 18
		SP:Iteration 30Q (47549.420000 sec): 3 clusters
  Score: Raw -1017535.712154 + Penalty 2933.780952 = -1014601.931202
  nChanged 11
		SP:Iteration 31Q (47549.540000 sec): 3 clusters
  Score: Raw -1017538.167928 + Penalty 2933.780952 = -1014604.386975
  nChanged 3
		SP:Iteration 32Q (47549.660000 sec): 3 clusters
  Score: Raw -1017539.226425 + Penalty 2933.780952 = -1014605.445473
  nChanged 3
		SP:Iteration 33Q (47549.780000 sec): 3 clusters
  Score: Raw -1017539.931691 + Penalty 2933.780952 = -1014606.150738
  nChanged 2
		SP:Iteration 34Q (47549.890000 sec): 3 clusters
  Score: Raw -1017541.055907 + Penalty 2933.780952 = -1014607.274955
  nChanged 8
		SP:Iteration 35Q (47550.010000 sec): 3 clusters
  Score: Raw -1017544.698895 + Penalty 2933.780952 = -1014610.917943
  nChanged 6
		SP:Iteration 36Q (47550.140000 sec): 3 clusters
  Score: Raw -1017546.147168 + Penalty 2933.780952 = -1014612.366215
  nChanged 3
		SP:Iteration 37Q (47550.260000 sec): 3 clusters
  Score: Raw -1017546.904396 + Penalty 2933.780952 = -1014613.123443
  nChanged 2
		SP:Iteration 38Q (47550.370000 sec): 3 clusters
  Score: Raw -1017547.362783 + Penalty 2933.780952 = -1014613.581831
  nChanged 2
		SP:Iteration 39Q (47550.490000 sec): 3 clusters
  Score: Raw -1017547.819286 + Penalty 2933.780952 = -1014614.038334
  nChanged 1
		SP:Iteration 40F (47550.610000 sec): 3 clusters
  Score: Raw -1017548.120490 + Penalty 2933.780952 = -1014614.339537
  nChanged 1
		SP:Iteration 41Q (47550.730000 sec): 3 clusters
  Score: Raw -1017548.323059 + Penalty 2933.780952 = -1014614.542106
  nChanged 1
		SP:Iteration 42Q (47550.840000 sec): 3 clusters
  Score: Raw -1017548.357804 + Penalty 2933.780952 = -1014614.576852
  nChanged 1
		SP:Iteration 43Q (47550.970000 sec): 3 clusters
  Score: Raw -1017548.418471 + Penalty 2933.780952 = -1014614.637519
  nChanged 1
		SP:Iteration 44Q (47551.080000 sec): 3 clusters
  Score: Raw -1017548.524552 + Penalty 2933.780952 = -1014614.743600
  nChanged 0
		SP:Iteration 45F (47551.200000 sec): 3 clusters
  Score: Raw -1017548.524552 + Penalty 2933.780952 = -1014614.743600
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 11 (15104 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47551.380000 sec): 2 clusters
  Score: Raw -1845131.110101 + Penalty 1563.691169 = -1843567.418932
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47551.590000 sec): 3 clusters
  Score: Raw -1836290.028407 + Penalty 3127.382339 = -1833162.646068
  nChanged 6725
		SP:Iteration 1F (47551.810000 sec): 3 clusters
  Score: Raw -1839851.264122 + Penalty 3127.382339 = -1836723.881784
  nChanged 807
		SP:Iteration 2F (47552.020000 sec): 3 clusters
  Score: Raw -1840170.600040 + Penalty 3127.382339 = -1837043.217702
  nChanged 756
		SP:Iteration 3F (47552.230000 sec): 3 clusters
  Score: Raw -1840501.812016 + Penalty 3127.382339 = -1837374.429677
  nChanged 805
		SP:Iteration 4F (47552.430000 sec): 3 clusters
  Score: Raw -1840919.950779 + Penalty 3127.382339 = -1837792.568440
  nChanged 918
		SP:Iteration 5F (47552.630000 sec): 3 clusters
  Score: Raw -1841492.384401 + Penalty 3127.382339 = -1838365.002062
  nChanged 1074
		SP:Iteration 6F (47552.800000 sec): 3 clusters
  Score: Raw -1842278.778587 + Penalty 3127.382339 = -1839151.396248
  nChanged 1057
		SP:Iteration 7F (47552.990000 sec): 3 clusters
  Score: Raw -1843079.455682 + Penalty 3127.382339 = -1839952.073343
  nChanged 900
		SP:Iteration 8F (47553.180000 sec): 3 clusters
  Score: Raw -1843722.490940 + Penalty 3127.382339 = -1840595.108601
  nChanged 694
		SP:Iteration 9Q (47553.370000 sec): 3 clusters
  Score: Raw -1844204.186886 + Penalty 3127.382339 = -1841076.804547
  nChanged 486
		SP:Iteration 10Q (47553.550000 sec): 3 clusters
  Score: Raw -1844542.108358 + Penalty 3127.382339 = -1841414.726019
  nChanged 363
		SP:Iteration 11Q (47553.790000 sec): 3 clusters
  Score: Raw -1844779.764688 + Penalty 3127.382339 = -1841652.382349
  nChanged 262
		SP:Iteration 12Q (47553.970000 sec): 3 clusters
  Score: Raw -1844940.174952 + Penalty 3127.382339 = -1841812.792614
  nChanged 176
		SP:Iteration 13Q (47554.150000 sec): 3 clusters
  Score: Raw -1845041.754634 + Penalty 3127.382339 = -1841914.372295
  nChanged 131
		SP:Iteration 14Q (47554.330000 sec): 3 clusters
  Score: Raw -1845117.477362 + Penalty 3127.382339 = -1841990.095023
  nChanged 91
		SP:Iteration 15Q (47554.560000 sec): 3 clusters
  Score: Raw -1845172.564950 + Penalty 3127.382339 = -1842045.182611
  nChanged 84
		SP:Iteration 16Q (47554.740000 sec): 3 clusters
  Score: Raw -1845219.190489 + Penalty 3127.382339 = -1842091.808150
  nChanged 65
		SP:Iteration 17Q (47554.970000 sec): 3 clusters
  Score: Raw -1845251.396747 + Penalty 3127.382339 = -1842124.014408
  nChanged 55
		SP:Iteration 18Q (47555.140000 sec): 3 clusters
  Score: Raw -1845283.732618 + Penalty 3127.382339 = -1842156.350279
  nChanged 38
		SP:Iteration 19Q (47555.360000 sec): 3 clusters
  Score: Raw -1845308.907740 + Penalty 3127.382339 = -1842181.525402
  nChanged 34
		SP:Iteration 20F (47555.550000 sec): 3 clusters
  Score: Raw -1845331.633586 + Penalty 3127.382339 = -1842204.251247
  nChanged 30
		SP:Iteration 21Q (47555.730000 sec): 3 clusters
  Score: Raw -1845346.302142 + Penalty 3127.382339 = -1842218.919803
  nChanged 21
		SP:Iteration 22Q (47555.950000 sec): 3 clusters
  Score: Raw -1845356.772247 + Penalty 3127.382339 = -1842229.389908
  nChanged 11
		SP:Iteration 23Q (47556.130000 sec): 3 clusters
  Score: Raw -1845361.832327 + Penalty 3127.382339 = -1842234.449989
  nChanged 10
		SP:Iteration 24Q (47556.350000 sec): 3 clusters
  Score: Raw -1845366.324205 + Penalty 3127.382339 = -1842238.941866
  nChanged 8
		SP:Iteration 25Q (47556.520000 sec): 3 clusters
  Score: Raw -1845370.128099 + Penalty 3127.382339 = -1842242.745761
  nChanged 4
		SP:Iteration 26Q (47556.740000 sec): 3 clusters
  Score: Raw -1845372.545657 + Penalty 3127.382339 = -1842245.163318
  nChanged 6
		SP:Iteration 27Q (47556.910000 sec): 3 clusters
  Score: Raw -1845374.721477 + Penalty 3127.382339 = -1842247.339139
  nChanged 6
		SP:Iteration 28Q (47557.140000 sec): 3 clusters
  Score: Raw -1845377.299475 + Penalty 3127.382339 = -1842249.917136
  nChanged 3
		SP:Iteration 29Q (47557.310000 sec): 3 clusters
  Score: Raw -1845378.711321 + Penalty 3127.382339 = -1842251.328982
  nChanged 1
		SP:Iteration 30Q (47557.570000 sec): 3 clusters
  Score: Raw -1845378.937513 + Penalty 3127.382339 = -1842251.555175
  nChanged 1
		SP:Iteration 31Q (47557.730000 sec): 3 clusters
  Score: Raw -1845379.126430 + Penalty 3127.382339 = -1842251.744092
  nChanged 0
		SP:Iteration 32F (47557.920000 sec): 3 clusters
  Score: Raw -1845379.126430 + Penalty 3127.382339 = -1842251.744092
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 12 (6789 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47558.030000 sec): 2 clusters
  Score: Raw -728498.204985 + Penalty 1433.747077 = -727064.457908
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47558.140000 sec): 3 clusters
  Score: Raw -724847.481671 + Penalty 2867.494154 = -721979.987517
  nChanged 2845
		SP:Iteration 1F (47558.250000 sec): 3 clusters
  Score: Raw -726549.246032 + Penalty 2867.494154 = -723681.751879
  nChanged 566
		SP:Iteration 2F (47558.360000 sec): 3 clusters
  Score: Raw -726928.403988 + Penalty 2867.494154 = -724060.909834
  nChanged 441
		SP:Iteration 3F (47558.460000 sec): 3 clusters
  Score: Raw -727206.132994 + Penalty 2867.494154 = -724338.638840
  nChanged 366
		SP:Iteration 4F (47558.570000 sec): 3 clusters
  Score: Raw -727434.331516 + Penalty 2867.494154 = -724566.837362
  nChanged 339
		SP:Iteration 5Q (47558.680000 sec): 3 clusters
  Score: Raw -727643.669548 + Penalty 2867.494154 = -724776.175395
  nChanged 302
		SP:Iteration 6Q (47558.870000 sec): 3 clusters
  Score: Raw -727836.903560 + Penalty 2867.494154 = -724969.409407
  nChanged 286
		SP:Iteration 7Q (47558.980000 sec): 3 clusters
  Score: Raw -728003.480453 + Penalty 2867.494154 = -725135.986299
  nChanged 263
		SP:Iteration 8Q (47559.080000 sec): 3 clusters
  Score: Raw -728188.919014 + Penalty 2867.494154 = -725321.424861
  nChanged 269
		SP:Iteration 9Q (47559.180000 sec): 3 clusters
  Score: Raw -728394.765480 + Penalty 2867.494154 = -725527.271326
  nChanged 259
		SP:Iteration 10Q (47559.290000 sec): 3 clusters
  Score: Raw -728566.938297 + Penalty 2867.494154 = -725699.444143
  nChanged 215
		SP:Iteration 11Q (47559.390000 sec): 3 clusters
  Score: Raw -728707.802686 + Penalty 2867.494154 = -725840.308532
  nChanged 181
		SP:Iteration 12Q (47559.500000 sec): 3 clusters
  Score: Raw -728820.312545 + Penalty 2867.494154 = -725952.818391
  nChanged 145
		SP:Iteration 13Q (47559.600000 sec): 3 clusters
  Score: Raw -728890.339759 + Penalty 2867.494154 = -726022.845605
  nChanged 113
		SP:Iteration 14Q (47559.710000 sec): 3 clusters
  Score: Raw -728940.979582 + Penalty 2867.494154 = -726073.485429
  nChanged 89
		SP:Iteration 15Q (47559.810000 sec): 3 clusters
  Score: Raw -728974.480537 + Penalty 2867.494154 = -726106.986384
  nChanged 66
		SP:Iteration 16Q (47559.920000 sec): 3 clusters
  Score: Raw -729004.969077 + Penalty 2867.494154 = -726137.474923
  nChanged 72
		SP:Iteration 17Q (47560.030000 sec): 3 clusters
  Score: Raw -729039.317170 + Penalty 2867.494154 = -726171.823016
  nChanged 63
		SP:Iteration 18Q (47560.140000 sec): 3 clusters
  Score: Raw -729062.629055 + Penalty 2867.494154 = -726195.134901
  nChanged 56
		SP:Iteration 19Q (47560.250000 sec): 3 clusters
  Score: Raw -729078.094302 + Penalty 2867.494154 = -726210.600148
  nChanged 56
		SP:Iteration 20F (47560.360000 sec): 3 clusters
  Score: Raw -729093.734866 + Penalty 2867.494154 = -726226.240713
  nChanged 42
		SP:Iteration 21Q (47560.470000 sec): 3 clusters
  Score: Raw -729105.021965 + Penalty 2867.494154 = -726237.527811
  nChanged 34
		SP:Iteration 22Q (47560.580000 sec): 3 clusters
  Score: Raw -729117.158121 + Penalty 2867.494154 = -726249.663967
  nChanged 53
		SP:Iteration 23Q (47560.690000 sec): 3 clusters
  Score: Raw -729130.348634 + Penalty 2867.494154 = -726262.854480
  nChanged 34
		SP:Iteration 24Q (47560.810000 sec): 3 clusters
  Score: Raw -729138.872972 + Penalty 2867.494154 = -726271.378818
  nChanged 33
		SP:Iteration 25Q (47560.920000 sec): 3 clusters
  Score: Raw -729148.741433 + Penalty 2867.494154 = -726281.247279
  nChanged 37
		SP:Iteration 26Q (47561.030000 sec): 3 clusters
  Score: Raw -729157.934958 + Penalty 2867.494154 = -726290.440804
  nChanged 28
		SP:Iteration 27Q (47561.150000 sec): 3 clusters
  Score: Raw -729164.516414 + Penalty 2867.494154 = -726297.022260
  nChanged 30
		SP:Iteration 28Q (47561.260000 sec): 3 clusters
  Score: Raw -729171.899112 + Penalty 2867.494154 = -726304.404959
  nChanged 27
		SP:Iteration 29Q (47561.370000 sec): 3 clusters
  Score: Raw -729179.031063 + Penalty 2867.494154 = -726311.536910
  nChanged 21
		SP:Iteration 30Q (47561.480000 sec): 3 clusters
  Score: Raw -729183.949725 + Penalty 2867.494154 = -726316.455571
  nChanged 18
		SP:Iteration 31Q (47561.600000 sec): 3 clusters
  Score: Raw -729187.119460 + Penalty 2867.494154 = -726319.625306
  nChanged 17
		SP:Iteration 32Q (47561.710000 sec): 3 clusters
  Score: Raw -729190.391898 + Penalty 2867.494154 = -726322.897745
  nChanged 12
		SP:Iteration 33Q (47561.820000 sec): 3 clusters
  Score: Raw -729192.561462 + Penalty 2867.494154 = -726325.067308
  nChanged 8
		SP:Iteration 34Q (47561.940000 sec): 3 clusters
  Score: Raw -729194.075711 + Penalty 2867.494154 = -726326.581557
  nChanged 8
		SP:Iteration 35Q (47562.050000 sec): 3 clusters
  Score: Raw -729195.601310 + Penalty 2867.494154 = -726328.107156
  nChanged 8
		SP:Iteration 36Q (47562.170000 sec): 3 clusters
  Score: Raw -729196.507422 + Penalty 2867.494154 = -726329.013268
  nChanged 5
		SP:Iteration 37Q (47562.280000 sec): 3 clusters
  Score: Raw -729197.171254 + Penalty 2867.494154 = -726329.677101
  nChanged 6
		SP:Iteration 38Q (47562.390000 sec): 3 clusters
  Score: Raw -729198.553770 + Penalty 2867.494154 = -726331.059616
  nChanged 14
		SP:Iteration 39Q (47562.500000 sec): 3 clusters
  Score: Raw -729200.370833 + Penalty 2867.494154 = -726332.876680
  nChanged 8
		SP:Iteration 40F (47562.620000 sec): 3 clusters
  Score: Raw -729201.627613 + Penalty 2867.494154 = -726334.133460
  nChanged 7
		SP:Iteration 41Q (47562.740000 sec): 3 clusters
  Score: Raw -729202.363144 + Penalty 2867.494154 = -726334.868990
  nChanged 6
		SP:Iteration 42Q (47562.850000 sec): 3 clusters
  Score: Raw -729203.234074 + Penalty 2867.494154 = -726335.739921
  nChanged 8
		SP:Iteration 43Q (47562.960000 sec): 3 clusters
  Score: Raw -729204.120811 + Penalty 2867.494154 = -726336.626657
  nChanged 6
		SP:Iteration 44Q (47563.080000 sec): 3 clusters
  Score: Raw -729205.093499 + Penalty 2867.494154 = -726337.599345
  nChanged 5
		SP:Iteration 45Q (47563.190000 sec): 3 clusters
  Score: Raw -729205.981844 + Penalty 2867.494154 = -726338.487690
  nChanged 8
		SP:Iteration 46Q (47563.300000 sec): 3 clusters
  Score: Raw -729206.990671 + Penalty 2867.494154 = -726339.496517
  nChanged 5
		SP:Iteration 47Q (47563.420000 sec): 3 clusters
  Score: Raw -729207.552735 + Penalty 2867.494154 = -726340.058582
  nChanged 2
		SP:Iteration 48Q (47563.530000 sec): 3 clusters
  Score: Raw -729207.938178 + Penalty 2867.494154 = -726340.444024
  nChanged 4
		SP:Iteration 49Q (47563.640000 sec): 3 clusters
  Score: Raw -729208.351542 + Penalty 2867.494154 = -726340.857389
  nChanged 0
		SP:Iteration 50F (47563.760000 sec): 3 clusters
  Score: Raw -729208.351542 + Penalty 2867.494154 = -726340.857389
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 13 (344 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47563.820000 sec): 2 clusters
  Score: Raw -32978.262964 + Penalty 949.104269 = -32029.158695
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47563.830000 sec): 3 clusters
  Score: Raw -33076.781482 + Penalty 1898.208539 = -31178.572943
  nChanged 81
		SP:Iteration 1F (47563.840000 sec): 3 clusters
  Score: Raw -33381.914098 + Penalty 1898.208539 = -31483.705559
  nChanged 21
		SP:Iteration 2F (47563.850000 sec): 3 clusters
  Score: Raw -33534.557811 + Penalty 1898.208539 = -31636.349272
  nChanged 10
		SP:Iteration 3Q (47563.860000 sec): 3 clusters
  Score: Raw -33568.958253 + Penalty 1898.208539 = -31670.749714
  nChanged 9
		SP:Iteration 4Q (47563.860000 sec): 3 clusters
  Score: Raw -33600.818523 + Penalty 1898.208539 = -31702.609984
  nChanged 3
		SP:Iteration 5Q (47563.870000 sec): 3 clusters
  Score: Raw -33612.111261 + Penalty 1898.208539 = -31713.902722
  nChanged 3
		SP:Iteration 6Q (47563.880000 sec): 3 clusters
  Score: Raw -33619.216848 + Penalty 1898.208539 = -31721.008310
  nChanged 3
		SP:Iteration 7Q (47563.890000 sec): 3 clusters
  Score: Raw -33627.439001 + Penalty 1898.208539 = -31729.230462
  nChanged 1
		SP:Iteration 8Q (47563.890000 sec): 3 clusters
  Score: Raw -33630.874722 + Penalty 1898.208539 = -31732.666183
  nChanged 2
		SP:Iteration 9Q (47563.900000 sec): 3 clusters
  Score: Raw -33645.325206 + Penalty 1898.208539 = -31747.116668
  nChanged 2
		SP:Iteration 10Q (47563.910000 sec): 3 clusters
  Score: Raw -33648.903947 + Penalty 1898.208539 = -31750.695408
  nChanged 0
		SP:Iteration 11F (47563.920000 sec): 3 clusters
  Score: Raw -33648.903947 + Penalty 1898.208539 = -31750.695408
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 14 (984 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47563.980000 sec): 2 clusters
  Score: Raw -96830.121228 + Penalty 1119.889208 = -95710.232019
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47564.000000 sec): 3 clusters
  Score: Raw -96571.896541 + Penalty 2239.778417 = -94332.118124
  nChanged 307
		SP:Iteration 1F (47564.020000 sec): 3 clusters
  Score: Raw -97149.870006 + Penalty 2239.778417 = -94910.091590
  nChanged 129
		SP:Iteration 2F (47564.040000 sec): 3 clusters
  Score: Raw -97587.016958 + Penalty 2239.778417 = -95347.238542
  nChanged 113
		SP:Iteration 3F (47564.060000 sec): 3 clusters
  Score: Raw -97954.622844 + Penalty 2239.778417 = -95714.844427
  nChanged 77
		SP:Iteration 4F (47564.080000 sec): 3 clusters
  Score: Raw -98168.987823 + Penalty 2239.778417 = -95929.209406
  nChanged 53
		SP:Iteration 5F (47564.100000 sec): 3 clusters
  Score: Raw -98312.573283 + Penalty 2239.778417 = -96072.794867
  nChanged 30
		SP:Iteration 6Q (47564.110000 sec): 3 clusters
  Score: Raw -98421.141824 + Penalty 2239.778417 = -96181.363407
  nChanged 18
		SP:Iteration 7Q (47564.130000 sec): 3 clusters
  Score: Raw -98483.666408 + Penalty 2239.778417 = -96243.887992
  nChanged 19
		SP:Iteration 8Q (47564.150000 sec): 3 clusters
  Score: Raw -98543.218788 + Penalty 2239.778417 = -96303.440372
  nChanged 10
		SP:Iteration 9Q (47564.160000 sec): 3 clusters
  Score: Raw -98571.491253 + Penalty 2239.778417 = -96331.712836
  nChanged 5
		SP:Iteration 10Q (47564.180000 sec): 3 clusters
  Score: Raw -98587.368734 + Penalty 2239.778417 = -96347.590317
  nChanged 5
		SP:Iteration 11Q (47564.200000 sec): 3 clusters
  Score: Raw -98603.134787 + Penalty 2239.778417 = -96363.356370
  nChanged 5
		SP:Iteration 12Q (47564.220000 sec): 3 clusters
  Score: Raw -98627.273085 + Penalty 2239.778417 = -96387.494669
  nChanged 7
		SP:Iteration 13Q (47564.240000 sec): 3 clusters
  Score: Raw -98653.565075 + Penalty 2239.778417 = -96413.786658
  nChanged 4
		SP:Iteration 14Q (47564.260000 sec): 3 clusters
  Score: Raw -98664.820091 + Penalty 2239.778417 = -96425.041675
  nChanged 2
		SP:Iteration 15Q (47564.270000 sec): 3 clusters
  Score: Raw -98677.736968 + Penalty 2239.778417 = -96437.958552
  nChanged 4
		SP:Iteration 16Q (47564.290000 sec): 3 clusters
  Score: Raw -98703.324238 + Penalty 2239.778417 = -96463.545821
  nChanged 4
		SP:Iteration 17Q (47564.310000 sec): 3 clusters
  Score: Raw -98731.349075 + Penalty 2239.778417 = -96491.570658
  nChanged 3
		SP:Iteration 18Q (47564.330000 sec): 3 clusters
  Score: Raw -98750.060123 + Penalty 2239.778417 = -96510.281706
  nChanged 4
		SP:Iteration 19Q (47564.340000 sec): 3 clusters
  Score: Raw -98770.706068 + Penalty 2239.778417 = -96530.927651
  nChanged 2
		SP:Iteration 20F (47564.360000 sec): 3 clusters
  Score: Raw -98779.375497 + Penalty 2239.778417 = -96539.597080
  nChanged 4
		SP:Iteration 21Q (47564.380000 sec): 3 clusters
  Score: Raw -98804.154059 + Penalty 2239.778417 = -96564.375643
  nChanged 1
		SP:Iteration 22Q (47564.400000 sec): 3 clusters
  Score: Raw -98808.845119 + Penalty 2239.778417 = -96569.066703
  nChanged 0
		SP:Iteration 23F (47564.420000 sec): 3 clusters
  Score: Raw -98808.845119 + Penalty 2239.778417 = -96569.066703
  nChanged 0
  Score: Raw -119127069.382883 + Penalty 258792.186961 = -118868277.195923

Splitting cluster 14 changes total score from -118868486.822167 to -118868277.195923

 So it's not getting split.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 15 (36184 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47915.120000 sec): 2 clusters
  Score: Raw -4568016.999549 + Penalty 1705.660501 = -4566311.339048
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47915.500000 sec): 3 clusters
  Score: Raw -4545374.037506 + Penalty 3411.321001 = -4541962.716505
  nChanged 16795
		SP:Iteration 1F (47915.890000 sec): 3 clusters
  Score: Raw -4555119.387091 + Penalty 3411.321001 = -4551708.066090
  nChanged 1871
		SP:Iteration 2F (47916.240000 sec): 3 clusters
  Score: Raw -4555901.450375 + Penalty 3411.321001 = -4552490.129374
  nChanged 2146
		SP:Iteration 3F (47916.610000 sec): 3 clusters
  Score: Raw -4556932.261268 + Penalty 3411.321001 = -4553520.940266
  nChanged 2257
		SP:Iteration 4F (47917.010000 sec): 3 clusters
  Score: Raw -4558069.380474 + Penalty 3411.321001 = -4554658.059473
  nChanged 2190
		SP:Iteration 5F (47917.390000 sec): 3 clusters
  Score: Raw -4559103.553380 + Penalty 3411.321001 = -4555692.232378
  nChanged 1896
		SP:Iteration 6F (47917.770000 sec): 3 clusters
  Score: Raw -4559924.722526 + Penalty 3411.321001 = -4556513.401525
  nChanged 1625
		SP:Iteration 7Q (47918.130000 sec): 3 clusters
  Score: Raw -4560577.810415 + Penalty 3411.321001 = -4557166.489414
  nChanged 1386
		SP:Iteration 8Q (47918.500000 sec): 3 clusters
  Score: Raw -4561078.694668 + Penalty 3411.321001 = -4557667.373667
  nChanged 1135
		SP:Iteration 9Q (47918.890000 sec): 3 clusters
  Score: Raw -4561471.245575 + Penalty 3411.321001 = -4558059.924574
  nChanged 998
		SP:Iteration 10Q (47919.290000 sec): 3 clusters
  Score: Raw -4561837.493868 + Penalty 3411.321001 = -4558426.172866
  nChanged 1031
		SP:Iteration 11Q (47919.640000 sec): 3 clusters
  Score: Raw -4562296.987335 + Penalty 3411.321001 = -4558885.666333
  nChanged 1164
		SP:Iteration 12Q (47920.010000 sec): 3 clusters
  Score: Raw -4562908.131912 + Penalty 3411.321001 = -4559496.810911
  nChanged 1260
		SP:Iteration 13Q (47920.400000 sec): 3 clusters
  Score: Raw -4563705.965961 + Penalty 3411.321001 = -4560294.644960
  nChanged 1423
		SP:Iteration 14Q (47920.800000 sec): 3 clusters
  Score: Raw -4564759.961159 + Penalty 3411.321001 = -4561348.640158
  nChanged 1332
		SP:Iteration 15Q (47921.170000 sec): 3 clusters
  Score: Raw -4565842.285018 + Penalty 3411.321001 = -4562430.964017
  nChanged 1115
		SP:Iteration 16Q (47921.520000 sec): 3 clusters
  Score: Raw -4566783.930367 + Penalty 3411.321001 = -4563372.609366
  nChanged 763
		SP:Iteration 17Q (47921.900000 sec): 3 clusters
  Score: Raw -4567427.198308 + Penalty 3411.321001 = -4564015.877307
  nChanged 501
		SP:Iteration 18Q (47922.280000 sec): 3 clusters
  Score: Raw -4567860.950138 + Penalty 3411.321001 = -4564449.629137
  nChanged 292
		SP:Iteration 19Q (47922.590000 sec): 3 clusters
  Score: Raw -4568090.857076 + Penalty 3411.321001 = -4564679.536074
  nChanged 158
		SP:Iteration 20F (47922.980000 sec): 3 clusters
  Score: Raw -4568197.911392 + Penalty 3411.321001 = -4564786.590391
  nChanged 83
		SP:Iteration 21Q (47923.340000 sec): 3 clusters
  Score: Raw -4568256.654381 + Penalty 3411.321001 = -4564845.333379
  nChanged 57
		SP:Iteration 22Q (47923.650000 sec): 3 clusters
  Score: Raw -4568301.536277 + Penalty 3411.321001 = -4564890.215275
  nChanged 43
		SP:Iteration 23Q (47923.990000 sec): 3 clusters
  Score: Raw -4568330.298542 + Penalty 3411.321001 = -4564918.977541
  nChanged 31
		SP:Iteration 24Q (47924.330000 sec): 3 clusters
  Score: Raw -4568345.918746 + Penalty 3411.321001 = -4564934.597745
  nChanged 21
		SP:Iteration 25Q (47924.640000 sec): 3 clusters
  Score: Raw -4568356.974587 + Penalty 3411.321001 = -4564945.653586
  nChanged 16
		SP:Iteration 26Q (47925.000000 sec): 3 clusters
  Score: Raw -4568365.612142 + Penalty 3411.321001 = -4564954.291140
  nChanged 13
		SP:Iteration 27Q (47925.310000 sec): 3 clusters
  Score: Raw -4568371.910517 + Penalty 3411.321001 = -4564960.589515
  nChanged 7
		SP:Iteration 28Q (47925.660000 sec): 3 clusters
  Score: Raw -4568374.595312 + Penalty 3411.321001 = -4564963.274311
  nChanged 3
		SP:Iteration 29Q (47925.970000 sec): 3 clusters
  Score: Raw -4568376.239212 + Penalty 3411.321001 = -4564964.918211
  nChanged 3
		SP:Iteration 30Q (47926.330000 sec): 3 clusters
  Score: Raw -4568377.442714 + Penalty 3411.321001 = -4564966.121713
  nChanged 1
		SP:Iteration 31Q (47926.640000 sec): 3 clusters
  Score: Raw -4568377.772987 + Penalty 3411.321001 = -4564966.451986
  nChanged 0
		SP:Iteration 32F (47927.030000 sec): 3 clusters
  Score: Raw -4568377.772987 + Penalty 3411.321001 = -4564966.451986
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 16 (11756 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47927.140000 sec): 2 clusters
  Score: Raw -1395259.576596 + Penalty 1522.969342 = -1393736.607254
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47927.350000 sec): 3 clusters
  Score: Raw -1388468.407955 + Penalty 3045.938684 = -1385422.469271
  nChanged 5160
		SP:Iteration 1F (47927.490000 sec): 3 clusters
  Score: Raw -1391377.711580 + Penalty 3045.938684 = -1388331.772897
  nChanged 795
		SP:Iteration 2F (47927.650000 sec): 3 clusters
  Score: Raw -1391743.265791 + Penalty 3045.938684 = -1388697.327107
  nChanged 660
		SP:Iteration 3F (47927.810000 sec): 3 clusters
  Score: Raw -1392097.067627 + Penalty 3045.938684 = -1389051.128943
  nChanged 672
		SP:Iteration 4F (47927.980000 sec): 3 clusters
  Score: Raw -1392518.597643 + Penalty 3045.938684 = -1389472.658959
  nChanged 703
		SP:Iteration 5F (47928.160000 sec): 3 clusters
  Score: Raw -1393007.462047 + Penalty 3045.938684 = -1389961.523363
  nChanged 733
		SP:Iteration 6F (47928.320000 sec): 3 clusters
  Score: Raw -1393529.432044 + Penalty 3045.938684 = -1390483.493360
  nChanged 652
		SP:Iteration 7F (47928.480000 sec): 3 clusters
  Score: Raw -1393955.835614 + Penalty 3045.938684 = -1390909.896930
  nChanged 527
		SP:Iteration 8Q (47928.640000 sec): 3 clusters
  Score: Raw -1394319.961871 + Penalty 3045.938684 = -1391274.023187
  nChanged 520
		SP:Iteration 9Q (47928.830000 sec): 3 clusters
  Score: Raw -1394730.208031 + Penalty 3045.938684 = -1391684.269347
  nChanged 481
		SP:Iteration 10Q (47928.980000 sec): 3 clusters
  Score: Raw -1395112.032313 + Penalty 3045.938684 = -1392066.093629
  nChanged 452
		SP:Iteration 11Q (47929.150000 sec): 3 clusters
  Score: Raw -1395518.725735 + Penalty 3045.938684 = -1392472.787051
  nChanged 425
		SP:Iteration 12Q (47929.300000 sec): 3 clusters
  Score: Raw -1395914.839856 + Penalty 3045.938684 = -1392868.901172
  nChanged 384
		SP:Iteration 13Q (47929.480000 sec): 3 clusters
  Score: Raw -1396266.534273 + Penalty 3045.938684 = -1393220.595589
  nChanged 323
		SP:Iteration 14Q (47929.630000 sec): 3 clusters
  Score: Raw -1396590.756330 + Penalty 3045.938684 = -1393544.817646
  nChanged 332
		SP:Iteration 15Q (47929.810000 sec): 3 clusters
  Score: Raw -1396974.957911 + Penalty 3045.938684 = -1393929.019227
  nChanged 317
		SP:Iteration 16Q (47929.960000 sec): 3 clusters
  Score: Raw -1397404.900832 + Penalty 3045.938684 = -1394358.962148
  nChanged 256
		SP:Iteration 17Q (47930.130000 sec): 3 clusters
  Score: Raw -1397837.975429 + Penalty 3045.938684 = -1394792.036745
  nChanged 176
		SP:Iteration 18Q (47930.270000 sec): 3 clusters
  Score: Raw -1398043.419191 + Penalty 3045.938684 = -1394997.480507
  nChanged 99
		SP:Iteration 19Q (47930.430000 sec): 3 clusters
  Score: Raw -1398099.801658 + Penalty 3045.938684 = -1395053.862974
  nChanged 41
		SP:Iteration 20F (47930.590000 sec): 3 clusters
  Score: Raw -1398110.098671 + Penalty 3045.938684 = -1395064.159987
  nChanged 23
		SP:Iteration 21Q (47930.730000 sec): 3 clusters
  Score: Raw -1398113.473042 + Penalty 3045.938684 = -1395067.534358
  nChanged 12
		SP:Iteration 22Q (47930.900000 sec): 3 clusters
  Score: Raw -1398114.997175 + Penalty 3045.938684 = -1395069.058492
  nChanged 5
		SP:Iteration 23Q (47931.040000 sec): 3 clusters
  Score: Raw -1398115.458121 + Penalty 3045.938684 = -1395069.519437
  nChanged 3
		SP:Iteration 24Q (47931.210000 sec): 3 clusters
  Score: Raw -1398115.755941 + Penalty 3045.938684 = -1395069.817257
  nChanged 1
		SP:Iteration 25Q (47931.360000 sec): 3 clusters
  Score: Raw -1398115.892638 + Penalty 3045.938684 = -1395069.953954
  nChanged 1
		SP:Iteration 26Q (47931.510000 sec): 3 clusters
  Score: Raw -1398115.993902 + Penalty 3045.938684 = -1395070.055218
  nChanged 1
		SP:Iteration 27Q (47931.680000 sec): 3 clusters
  Score: Raw -1398116.046521 + Penalty 3045.938684 = -1395070.107837
  nChanged 0
		SP:Iteration 28F (47931.830000 sec): 3 clusters
  Score: Raw -1398116.046521 + Penalty 3045.938684 = -1395070.107837
  nChanged 0
  Score: Raw -119127947.128917 + Penalty 258792.186961 = -118869154.941956

Splitting cluster 16 changes total score from -118868486.822167 to -118869154.941956

 So it's getting split into cluster 104.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 17 (1003 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48357.370000 sec): 2 clusters
  Score: Raw -116191.811557 + Penalty 1122.997003 = -115068.814554
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48357.400000 sec): 3 clusters
  Score: Raw -115873.992167 + Penalty 2245.994006 = -113627.998161
  nChanged 305
		SP:Iteration 1F (48357.420000 sec): 3 clusters
  Score: Raw -116216.470818 + Penalty 2245.994006 = -113970.476812
  nChanged 106
		SP:Iteration 2F (48357.440000 sec): 3 clusters
  Score: Raw -116355.980215 + Penalty 2245.994006 = -114109.986209
  nChanged 56
		SP:Iteration 3F (48357.470000 sec): 3 clusters
  Score: Raw -116439.432062 + Penalty 2245.994006 = -114193.438056
  nChanged 51
		SP:Iteration 4F (48357.500000 sec): 3 clusters
  Score: Raw -116527.385807 + Penalty 2245.994006 = -114281.391801
  nChanged 63
		SP:Iteration 5F (48357.520000 sec): 3 clusters
  Score: Raw -116653.172143 + Penalty 2245.994006 = -114407.178137
  nChanged 64
		SP:Iteration 6F (48357.540000 sec): 3 clusters
  Score: Raw -116825.856342 + Penalty 2245.994006 = -114579.862336
  nChanged 52
		SP:Iteration 7F (48357.550000 sec): 3 clusters
  Score: Raw -117002.105611 + Penalty 2245.994006 = -114756.111605
  nChanged 39
		SP:Iteration 8Q (48357.570000 sec): 3 clusters
  Score: Raw -117157.333773 + Penalty 2245.994006 = -114911.339767
  nChanged 25
		SP:Iteration 9Q (48357.590000 sec): 3 clusters
  Score: Raw -117230.381683 + Penalty 2245.994006 = -114984.387676
  nChanged 12
		SP:Iteration 10Q (48357.610000 sec): 3 clusters
  Score: Raw -117253.432974 + Penalty 2245.994006 = -115007.438968
  nChanged 8
		SP:Iteration 11Q (48357.630000 sec): 3 clusters
  Score: Raw -117276.954527 + Penalty 2245.994006 = -115030.960521
  nChanged 5
		SP:Iteration 12Q (48357.650000 sec): 3 clusters
  Score: Raw -117299.428951 + Penalty 2245.994006 = -115053.434945
  nChanged 5
		SP:Iteration 13Q (48357.670000 sec): 3 clusters
  Score: Raw -117312.083434 + Penalty 2245.994006 = -115066.089428
  nChanged 6
		SP:Iteration 14Q (48357.680000 sec): 3 clusters
  Score: Raw -117326.982695 + Penalty 2245.994006 = -115080.988689
  nChanged 3
		SP:Iteration 15Q (48357.700000 sec): 3 clusters
  Score: Raw -117339.032073 + Penalty 2245.994006 = -115093.038067
  nChanged 5
		SP:Iteration 16Q (48357.720000 sec): 3 clusters
  Score: Raw -117357.871098 + Penalty 2245.994006 = -115111.877092
  nChanged 3
		SP:Iteration 17Q (48357.740000 sec): 3 clusters
  Score: Raw -117363.714210 + Penalty 2245.994006 = -115117.720203
  nChanged 1
		SP:Iteration 18Q (48357.760000 sec): 3 clusters
  Score: Raw -117366.154322 + Penalty 2245.994006 = -115120.160316
  nChanged 0
		SP:Iteration 19F (48357.780000 sec): 3 clusters
  Score: Raw -117366.154322 + Penalty 2245.994006 = -115120.160316
  nChanged 0
  Score: Raw -119129121.471682 + Penalty 261042.553804 = -118868078.917878

Splitting cluster 17 changes total score from -118868486.822167 to -118868078.917878

 So it's not getting split.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 18 (4040 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48727.980000 sec): 2 clusters
  Score: Raw -476232.186845 + Penalty 1349.399995 = -474882.786849
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48728.080000 sec): 3 clusters
  Score: Raw -474275.507123 + Penalty 2698.799991 = -471576.707132
  nChanged 1599
		SP:Iteration 1F (48728.150000 sec): 3 clusters
  Score: Raw -475297.847585 + Penalty 2698.799991 = -472599.047595
  nChanged 349
		SP:Iteration 2F (48728.230000 sec): 3 clusters
  Score: Raw -475612.099344 + Penalty 2698.799991 = -472913.299353
  nChanged 288
		SP:Iteration 3F (48728.300000 sec): 3 clusters
  Score: Raw -475864.939631 + Penalty 2698.799991 = -473166.139640
  nChanged 253
		SP:Iteration 4F (48728.370000 sec): 3 clusters
  Score: Raw -476091.583784 + Penalty 2698.799991 = -473392.783793
  nChanged 212
		SP:Iteration 5F (48728.450000 sec): 3 clusters
  Score: Raw -476262.280061 + Penalty 2698.799991 = -473563.480070
  nChanged 153
		SP:Iteration 6Q (48728.520000 sec): 3 clusters
  Score: Raw -476355.650598 + Penalty 2698.799991 = -473656.850607
  nChanged 122
		SP:Iteration 7Q (48728.590000 sec): 3 clusters
  Score: Raw -476439.829211 + Penalty 2698.799991 = -473741.029220
  nChanged 106
		SP:Iteration 8Q (48728.660000 sec): 3 clusters
  Score: Raw -476521.200559 + Penalty 2698.799991 = -473822.400568
  nChanged 105
		SP:Iteration 9Q (48728.730000 sec): 3 clusters
  Score: Raw -476591.921989 + Penalty 2698.799991 = -473893.121999
  nChanged 79
		SP:Iteration 10Q (48728.810000 sec): 3 clusters
  Score: Raw -476633.293606 + Penalty 2698.799991 = -473934.493615
  nChanged 44
		SP:Iteration 11Q (48728.880000 sec): 3 clusters
  Score: Raw -476652.483143 + Penalty 2698.799991 = -473953.683152
  nChanged 31
		SP:Iteration 12Q (48728.950000 sec): 3 clusters
  Score: Raw -476672.445857 + Penalty 2698.799991 = -473973.645867
  nChanged 35
		SP:Iteration 13Q (48729.020000 sec): 3 clusters
  Score: Raw -476692.491051 + Penalty 2698.799991 = -473993.691060
  nChanged 27
		SP:Iteration 14Q (48729.100000 sec): 3 clusters
  Score: Raw -476713.487369 + Penalty 2698.799991 = -474014.687378
  nChanged 32
		SP:Iteration 15Q (48729.170000 sec): 3 clusters
  Score: Raw -476730.026303 + Penalty 2698.799991 = -474031.226312
  nChanged 25
		SP:Iteration 16Q (48729.240000 sec): 3 clusters
  Score: Raw -476745.083551 + Penalty 2698.799991 = -474046.283560
  nChanged 26
		SP:Iteration 17Q (48729.310000 sec): 3 clusters
  Score: Raw -476756.291945 + Penalty 2698.799991 = -474057.491955
  nChanged 19
		SP:Iteration 18Q (48729.380000 sec): 3 clusters
  Score: Raw -476764.277515 + Penalty 2698.799991 = -474065.477525
  nChanged 18
		SP:Iteration 19Q (48729.450000 sec): 3 clusters
  Score: Raw -476771.927684 + Penalty 2698.799991 = -474073.127694
  nChanged 20
		SP:Iteration 20F (48729.520000 sec): 3 clusters
  Score: Raw -476780.680399 + Penalty 2698.799991 = -474081.880409
  nChanged 10
		SP:Iteration 21Q (48729.590000 sec): 3 clusters
  Score: Raw -476783.445150 + Penalty 2698.799991 = -474084.645160
  nChanged 4
		SP:Iteration 22Q (48729.660000 sec): 3 clusters
  Score: Raw -476785.933950 + Penalty 2698.799991 = -474087.133960
  nChanged 4
		SP:Iteration 23Q (48729.730000 sec): 3 clusters
  Score: Raw -476789.067200 + Penalty 2698.799991 = -474090.267209
  nChanged 10
		SP:Iteration 24Q (48729.800000 sec): 3 clusters
  Score: Raw -476792.768222 + Penalty 2698.799991 = -474093.968231
  nChanged 4
		SP:Iteration 25Q (48729.880000 sec): 3 clusters
  Score: Raw -476794.101547 + Penalty 2698.799991 = -474095.301556
  nChanged 4
		SP:Iteration 26Q (48729.940000 sec): 3 clusters
  Score: Raw -476795.699061 + Penalty 2698.799991 = -474096.899070
  nChanged 2
		SP:Iteration 27Q (48730.020000 sec): 3 clusters
  Score: Raw -476796.173099 + Penalty 2698.799991 = -474097.373109
  nChanged 1
		SP:Iteration 28Q (48730.080000 sec): 3 clusters
  Score: Raw -476796.325617 + Penalty 2698.799991 = -474097.525627
  nChanged 1
		SP:Iteration 29Q (48730.160000 sec): 3 clusters
  Score: Raw -476796.395357 + Penalty 2698.799991 = -474097.595367
  nChanged 1
		SP:Iteration 30Q (48730.230000 sec): 3 clusters
  Score: Raw -476796.601782 + Penalty 2698.799991 = -474097.801791
  nChanged 0
		SP:Iteration 31F (48730.300000 sec): 3 clusters
  Score: Raw -476796.601782 + Penalty 2698.799991 = -474097.801791
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 19 (26345 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48730.520000 sec): 2 clusters
  Score: Raw -3063087.793348 + Penalty 1654.092990 = -3061433.700359
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48730.830000 sec): 3 clusters
  Score: Raw -3047116.045585 + Penalty 3308.185979 = -3043807.859606
  nChanged 11961
		SP:Iteration 1F (48731.150000 sec): 3 clusters
  Score: Raw -3054531.613839 + Penalty 3308.185979 = -3051223.427860
  nChanged 1789
		SP:Iteration 2F (48731.420000 sec): 3 clusters
  Score: Raw -3055671.524318 + Penalty 3308.185979 = -3052363.338339
  nChanged 1870
		SP:Iteration 3F (48731.720000 sec): 3 clusters
  Score: Raw -3056878.725778 + Penalty 3308.185979 = -3053570.539798
  nChanged 1795
		SP:Iteration 4F (48732.010000 sec): 3 clusters
  Score: Raw -3058064.590492 + Penalty 3308.185979 = -3054756.404512
  nChanged 1669
		SP:Iteration 5F (48732.330000 sec): 3 clusters
  Score: Raw -3059085.246775 + Penalty 3308.185979 = -3055777.060795
  nChanged 1392
		SP:Iteration 6F (48732.600000 sec): 3 clusters
  Score: Raw -3059747.251111 + Penalty 3308.185979 = -3056439.065132
  nChanged 1079
		SP:Iteration 7Q (48732.900000 sec): 3 clusters
  Score: Raw -3060150.794854 + Penalty 3308.185979 = -3056842.608875
  nChanged 817
		SP:Iteration 8Q (48733.200000 sec): 3 clusters
  Score: Raw -3060432.867642 + Penalty 3308.185979 = -3057124.681663
  nChanged 661
		SP:Iteration 9Q (48733.510000 sec): 3 clusters
  Score: Raw -3060651.877936 + Penalty 3308.185979 = -3057343.691956
  nChanged 582
		SP:Iteration 10Q (48733.800000 sec): 3 clusters
  Score: Raw -3060853.829102 + Penalty 3308.185979 = -3057545.643123
  nChanged 584
		SP:Iteration 11Q (48734.120000 sec): 3 clusters
  Score: Raw -3061065.370235 + Penalty 3308.185979 = -3057757.184256
  nChanged 628
		SP:Iteration 12Q (48734.380000 sec): 3 clusters
  Score: Raw -3061303.144888 + Penalty 3308.185979 = -3057994.958909
  nChanged 615
		SP:Iteration 13Q (48734.700000 sec): 3 clusters
  Score: Raw -3061542.561251 + Penalty 3308.185979 = -3058234.375272
  nChanged 651
		SP:Iteration 14Q (48734.990000 sec): 3 clusters
  Score: Raw -3061810.506413 + Penalty 3308.185979 = -3058502.320434
  nChanged 680
		SP:Iteration 15Q (48735.300000 sec): 3 clusters
  Score: Raw -3062110.527904 + Penalty 3308.185979 = -3058802.341924
  nChanged 665
		SP:Iteration 16Q (48735.580000 sec): 3 clusters
  Score: Raw -3062413.331540 + Penalty 3308.185979 = -3059105.145561
  nChanged 625
		SP:Iteration 17Q (48735.880000 sec): 3 clusters
  Score: Raw -3062678.347206 + Penalty 3308.185979 = -3059370.161226
  nChanged 569
		SP:Iteration 18Q (48736.170000 sec): 3 clusters
  Score: Raw -3062929.025340 + Penalty 3308.185979 = -3059620.839360
  nChanged 539
		SP:Iteration 19Q (48736.440000 sec): 3 clusters
  Score: Raw -3063188.327809 + Penalty 3308.185979 = -3059880.141830
  nChanged 514
		SP:Iteration 20F (48736.740000 sec): 3 clusters
  Score: Raw -3063473.643536 + Penalty 3308.185979 = -3060165.457557
  nChanged 456
		SP:Iteration 21Q (48736.990000 sec): 3 clusters
  Score: Raw -3063746.601655 + Penalty 3308.185979 = -3060438.415676
  nChanged 400
		SP:Iteration 22Q (48737.290000 sec): 3 clusters
  Score: Raw -3063963.068942 + Penalty 3308.185979 = -3060654.882962
  nChanged 330
		SP:Iteration 23Q (48737.560000 sec): 3 clusters
  Score: Raw -3064103.822740 + Penalty 3308.185979 = -3060795.636761
  nChanged 251
		SP:Iteration 24Q (48737.810000 sec): 3 clusters
  Score: Raw -3064202.533680 + Penalty 3308.185979 = -3060894.347700
  nChanged 204
		SP:Iteration 25Q (48738.110000 sec): 3 clusters
  Score: Raw -3064280.527637 + Penalty 3308.185979 = -3060972.341658
  nChanged 167
		SP:Iteration 26Q (48738.380000 sec): 3 clusters
  Score: Raw -3064342.319143 + Penalty 3308.185979 = -3061034.133163
  nChanged 149
		SP:Iteration 27Q (48738.630000 sec): 3 clusters
  Score: Raw -3064394.688092 + Penalty 3308.185979 = -3061086.502113
  nChanged 132
		SP:Iteration 28Q (48738.900000 sec): 3 clusters
  Score: Raw -3064440.038998 + Penalty 3308.185979 = -3061131.853019
  nChanged 84
		SP:Iteration 29Q (48739.200000 sec): 3 clusters
  Score: Raw -3064470.743839 + Penalty 3308.185979 = -3061162.557860
  nChanged 88
		SP:Iteration 30Q (48739.450000 sec): 3 clusters
  Score: Raw -3064504.920925 + Penalty 3308.185979 = -3061196.734946
  nChanged 74
		SP:Iteration 31Q (48739.700000 sec): 3 clusters
  Score: Raw -3064534.006065 + Penalty 3308.185979 = -3061225.820086
  nChanged 71
		SP:Iteration 32Q (48739.990000 sec): 3 clusters
  Score: Raw -3064563.737404 + Penalty 3308.185979 = -3061255.551425
  nChanged 54
		SP:Iteration 33Q (48740.260000 sec): 3 clusters
  Score: Raw -3064583.685528 + Penalty 3308.185979 = -3061275.499549
  nChanged 34
		SP:Iteration 34Q (48740.520000 sec): 3 clusters
  Score: Raw -3064597.466897 + Penalty 3308.185979 = -3061289.280917
  nChanged 32
		SP:Iteration 35Q (48740.810000 sec): 3 clusters
  Score: Raw -3064607.412405 + Penalty 3308.185979 = -3061299.226425
  nChanged 18
		SP:Iteration 36Q (48741.160000 sec): 3 clusters
  Score: Raw -3064612.585684 + Penalty 3308.185979 = -3061304.399705
  nChanged 15
		SP:Iteration 37Q (48741.450000 sec): 3 clusters
  Score: Raw -3064616.594101 + Penalty 3308.185979 = -3061308.408122
  nChanged 13
		SP:Iteration 38Q (48741.700000 sec): 3 clusters
  Score: Raw -3064619.903219 + Penalty 3308.185979 = -3061311.717240
  nChanged 13
		SP:Iteration 39Q (48741.940000 sec): 3 clusters
  Score: Raw -3064623.272639 + Penalty 3308.185979 = -3061315.086660
  nChanged 17
		SP:Iteration 40F (48742.220000 sec): 3 clusters
  Score: Raw -3064628.493474 + Penalty 3308.185979 = -3061320.307495
  nChanged 13
		SP:Iteration 41Q (48742.510000 sec): 3 clusters
  Score: Raw -3064631.016885 + Penalty 3308.185979 = -3061322.830906
  nChanged 10
		SP:Iteration 42Q (48742.760000 sec): 3 clusters
  Score: Raw -3064633.902470 + Penalty 3308.185979 = -3061325.716490
  nChanged 9
		SP:Iteration 43Q (48743.000000 sec): 3 clusters
  Score: Raw -3064635.456584 + Penalty 3308.185979 = -3061327.270605
  nChanged 5
		SP:Iteration 44Q (48743.300000 sec): 3 clusters
  Score: Raw -3064636.159583 + Penalty 3308.185979 = -3061327.973603
  nChanged 6
		SP:Iteration 45Q (48743.570000 sec): 3 clusters
  Score: Raw -3064637.154878 + Penalty 3308.185979 = -3061328.968899
  nChanged 5
		SP:Iteration 46Q (48743.810000 sec): 3 clusters
  Score: Raw -3064637.985071 + Penalty 3308.185979 = -3061329.799092
  nChanged 4
		SP:Iteration 47Q (48744.060000 sec): 3 clusters
  Score: Raw -3064639.014569 + Penalty 3308.185979 = -3061330.828590
  nChanged 3
		SP:Iteration 48Q (48744.360000 sec): 3 clusters
  Score: Raw -3064639.416901 + Penalty 3308.185979 = -3061331.230922
  nChanged 3
		SP:Iteration 49Q (48744.630000 sec): 3 clusters
  Score: Raw -3064639.633597 + Penalty 3308.185979 = -3061331.447618
  nChanged 3
		SP:Iteration 50Q (48744.870000 sec): 3 clusters
  Score: Raw -3064639.834734 + Penalty 3308.185979 = -3061331.648755
  nChanged 1
		SP:Iteration 51Q (48745.120000 sec): 3 clusters
  Score: Raw -3064639.924052 + Penalty 3308.185979 = -3061331.738073
  nChanged 0
		SP:Iteration 52F (48745.440000 sec): 3 clusters
  Score: Raw -3064639.924052 + Penalty 3308.185979 = -3061331.738073
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 20 (10837 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48745.550000 sec): 2 clusters
  Score: Raw -1281840.973650 + Penalty 1509.742241 = -1280331.231409
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48745.740000 sec): 3 clusters
  Score: Raw -1275702.634102 + Penalty 3019.484482 = -1272683.149619
  nChanged 4648
		SP:Iteration 1F (48745.880000 sec): 3 clusters
  Score: Raw -1278406.819923 + Penalty 3019.484482 = -1275387.335441
  nChanged 705
		SP:Iteration 2F (48746.020000 sec): 3 clusters
  Score: Raw -1278778.793798 + Penalty 3019.484482 = -1275759.309316
  nChanged 629
		SP:Iteration 3F (48746.190000 sec): 3 clusters
  Score: Raw -1279144.387232 + Penalty 3019.484482 = -1276124.902750
  nChanged 622
		SP:Iteration 4F (48746.370000 sec): 3 clusters
  Score: Raw -1279520.945533 + Penalty 3019.484482 = -1276501.461051
  nChanged 640
		SP:Iteration 5F (48746.520000 sec): 3 clusters
  Score: Raw -1279967.854064 + Penalty 3019.484482 = -1276948.369582
  nChanged 673
		SP:Iteration 6F (48746.680000 sec): 3 clusters
  Score: Raw -1280475.253548 + Penalty 3019.484482 = -1277455.769065
  nChanged 614
		SP:Iteration 7F (48746.820000 sec): 3 clusters
  Score: Raw -1280916.366956 + Penalty 3019.484482 = -1277896.882473
  nChanged 582
		SP:Iteration 8F (48747.000000 sec): 3 clusters
  Score: Raw -1281314.489059 + Penalty 3019.484482 = -1278295.004576
  nChanged 499
		SP:Iteration 9Q (48747.150000 sec): 3 clusters
  Score: Raw -1281622.570540 + Penalty 3019.484482 = -1278603.086058
  nChanged 437
		SP:Iteration 10Q (48747.300000 sec): 3 clusters
  Score: Raw -1281826.259944 + Penalty 3019.484482 = -1278806.775462
  nChanged 303
		SP:Iteration 11Q (48747.480000 sec): 3 clusters
  Score: Raw -1281928.450383 + Penalty 3019.484482 = -1278908.965901
  nChanged 200
		SP:Iteration 12Q (48747.620000 sec): 3 clusters
  Score: Raw -1281982.720518 + Penalty 3019.484482 = -1278963.236036
  nChanged 159
		SP:Iteration 13Q (48747.780000 sec): 3 clusters
  Score: Raw -1282020.447928 + Penalty 3019.484482 = -1279000.963446
  nChanged 121
		SP:Iteration 14Q (48747.930000 sec): 3 clusters
  Score: Raw -1282045.024141 + Penalty 3019.484482 = -1279025.539659
  nChanged 78
		SP:Iteration 15Q (48748.080000 sec): 3 clusters
  Score: Raw -1282064.272028 + Penalty 3019.484482 = -1279044.787546
  nChanged 70
		SP:Iteration 16Q (48748.250000 sec): 3 clusters
  Score: Raw -1282078.467189 + Penalty 3019.484482 = -1279058.982707
  nChanged 61
		SP:Iteration 17Q (48748.410000 sec): 3 clusters
  Score: Raw -1282090.373491 + Penalty 3019.484482 = -1279070.889008
  nChanged 50
		SP:Iteration 18Q (48748.550000 sec): 3 clusters
  Score: Raw -1282097.931395 + Penalty 3019.484482 = -1279078.446912
  nChanged 45
		SP:Iteration 19Q (48748.730000 sec): 3 clusters
  Score: Raw -1282105.692861 + Penalty 3019.484482 = -1279086.208378
  nChanged 32
		SP:Iteration 20F (48748.880000 sec): 3 clusters
  Score: Raw -1282110.424906 + Penalty 3019.484482 = -1279090.940424
  nChanged 24
		SP:Iteration 21Q (48749.030000 sec): 3 clusters
  Score: Raw -1282113.823199 + Penalty 3019.484482 = -1279094.338717
  nChanged 24
		SP:Iteration 22Q (48749.210000 sec): 3 clusters
  Score: Raw -1282117.014728 + Penalty 3019.484482 = -1279097.530245
  nChanged 26
		SP:Iteration 23Q (48749.350000 sec): 3 clusters
  Score: Raw -1282120.292601 + Penalty 3019.484482 = -1279100.808119
  nChanged 22
		SP:Iteration 24Q (48749.510000 sec): 3 clusters
  Score: Raw -1282122.748886 + Penalty 3019.484482 = -1279103.264404
  nChanged 16
		SP:Iteration 25Q (48749.660000 sec): 3 clusters
  Score: Raw -1282124.847789 + Penalty 3019.484482 = -1279105.363307
  nChanged 28
		SP:Iteration 26Q (48749.810000 sec): 3 clusters
  Score: Raw -1282129.057363 + Penalty 3019.484482 = -1279109.572881
  nChanged 33
		SP:Iteration 27Q (48749.980000 sec): 3 clusters
  Score: Raw -1282135.523312 + Penalty 3019.484482 = -1279116.038829
  nChanged 29
		SP:Iteration 28Q (48750.180000 sec): 3 clusters
  Score: Raw -1282139.840737 + Penalty 3019.484482 = -1279120.356254
  nChanged 34
		SP:Iteration 29Q (48750.320000 sec): 3 clusters
  Score: Raw -1282146.513341 + Penalty 3019.484482 = -1279127.028859
  nChanged 42
		SP:Iteration 30Q (48750.470000 sec): 3 clusters
  Score: Raw -1282153.209584 + Penalty 3019.484482 = -1279133.725102
  nChanged 42
		SP:Iteration 31Q (48750.610000 sec): 3 clusters
  Score: Raw -1282159.100878 + Penalty 3019.484482 = -1279139.616396
  nChanged 34
		SP:Iteration 32Q (48750.770000 sec): 3 clusters
  Score: Raw -1282163.578213 + Penalty 3019.484482 = -1279144.093731
  nChanged 31
		SP:Iteration 33Q (48750.920000 sec): 3 clusters
  Score: Raw -1282168.502835 + Penalty 3019.484482 = -1279149.018353
  nChanged 34
		SP:Iteration 34Q (48751.070000 sec): 3 clusters
  Score: Raw -1282173.695357 + Penalty 3019.484482 = -1279154.210875
  nChanged 32
		SP:Iteration 35Q (48751.250000 sec): 3 clusters
  Score: Raw -1282179.096053 + Penalty 3019.484482 = -1279159.611571
  nChanged 25
		SP:Iteration 36Q (48751.390000 sec): 3 clusters
  Score: Raw -1282183.194945 + Penalty 3019.484482 = -1279163.710463
  nChanged 23
		SP:Iteration 37Q (48751.550000 sec): 3 clusters
  Score: Raw -1282188.404526 + Penalty 3019.484482 = -1279168.920044
  nChanged 30
		SP:Iteration 38Q (48751.720000 sec): 3 clusters
  Score: Raw -1282193.592400 + Penalty 3019.484482 = -1279174.107918
  nChanged 27
		SP:Iteration 39Q (48751.860000 sec): 3 clusters
  Score: Raw -1282197.746984 + Penalty 3019.484482 = -1279178.262501
  nChanged 29
		SP:Iteration 40F (48752.020000 sec): 3 clusters
  Score: Raw -1282204.081222 + Penalty 3019.484482 = -1279184.596740
  nChanged 34
		SP:Iteration 41Q (48752.160000 sec): 3 clusters
  Score: Raw -1282209.752621 + Penalty 3019.484482 = -1279190.268138
  nChanged 32
		SP:Iteration 42Q (48752.320000 sec): 3 clusters
  Score: Raw -1282214.483728 + Penalty 3019.484482 = -1279194.999246
  nChanged 25
		SP:Iteration 43Q (48752.500000 sec): 3 clusters
  Score: Raw -1282219.364864 + Penalty 3019.484482 = -1279199.880382
  nChanged 38
		SP:Iteration 44Q (48752.640000 sec): 3 clusters
  Score: Raw -1282224.747302 + Penalty 3019.484482 = -1279205.262819
  nChanged 31
		SP:Iteration 45Q (48752.800000 sec): 3 clusters
  Score: Raw -1282229.295320 + Penalty 3019.484482 = -1279209.810838
  nChanged 28
		SP:Iteration 46Q (48752.970000 sec): 3 clusters
  Score: Raw -1282232.814601 + Penalty 3019.484482 = -1279213.330119
  nChanged 24
		SP:Iteration 47Q (48753.110000 sec): 3 clusters
  Score: Raw -1282236.562856 + Penalty 3019.484482 = -1279217.078374
  nChanged 28
		SP:Iteration 48Q (48753.270000 sec): 3 clusters
  Score: Raw -1282241.299326 + Penalty 3019.484482 = -1279221.814844
  nChanged 31
		SP:Iteration 49Q (48753.420000 sec): 3 clusters
  Score: Raw -1282246.589002 + Penalty 3019.484482 = -1279227.104519
  nChanged 32
		SP:Iteration 50Q (48753.570000 sec): 3 clusters
  Score: Raw -1282251.512287 + Penalty 3019.484482 = -1279232.027804
  nChanged 32
		SP:Iteration 51Q (48753.740000 sec): 3 clusters
  Score: Raw -1282256.247322 + Penalty 3019.484482 = -1279236.762839
  nChanged 25
		SP:Iteration 52Q (48753.890000 sec): 3 clusters
  Score: Raw -1282259.432732 + Penalty 3019.484482 = -1279239.948250
  nChanged 19
		SP:Iteration 53Q (48754.040000 sec): 3 clusters
  Score: Raw -1282261.878999 + Penalty 3019.484482 = -1279242.394516
  nChanged 19
		SP:Iteration 54Q (48754.220000 sec): 3 clusters
  Score: Raw -1282264.712628 + Penalty 3019.484482 = -1279245.228146
  nChanged 17
		SP:Iteration 55Q (48754.360000 sec): 3 clusters
  Score: Raw -1282267.099168 + Penalty 3019.484482 = -1279247.614686
  nChanged 20
		SP:Iteration 56Q (48754.520000 sec): 3 clusters
  Score: Raw -1282269.558956 + Penalty 3019.484482 = -1279250.074474
  nChanged 15
		SP:Iteration 57Q (48754.700000 sec): 3 clusters
  Score: Raw -1282271.140757 + Penalty 3019.484482 = -1279251.656275
  nChanged 13
		SP:Iteration 58Q (48754.830000 sec): 3 clusters
  Score: Raw -1282272.812267 + Penalty 3019.484482 = -1279253.327785
  nChanged 17
		SP:Iteration 59Q (48754.980000 sec): 3 clusters
  Score: Raw -1282276.231654 + Penalty 3019.484482 = -1279256.747171
  nChanged 26
		SP:Iteration 60F (48755.110000 sec): 3 clusters
  Score: Raw -1282281.188423 + Penalty 3019.484482 = -1279261.703941
  nChanged 35
		SP:Iteration 61Q (48755.260000 sec): 3 clusters
  Score: Raw -1282286.707011 + Penalty 3019.484482 = -1279267.222529
  nChanged 43
		SP:Iteration 62Q (48755.430000 sec): 3 clusters
  Score: Raw -1282294.518903 + Penalty 3019.484482 = -1279275.034420
  nChanged 39
		SP:Iteration 63Q (48755.600000 sec): 3 clusters
  Score: Raw -1282301.872287 + Penalty 3019.484482 = -1279282.387805
  nChanged 36
		SP:Iteration 64Q (48755.750000 sec): 3 clusters
  Score: Raw -1282312.917013 + Penalty 3019.484482 = -1279293.432531
  nChanged 54
		SP:Iteration 65Q (48755.910000 sec): 3 clusters
  Score: Raw -1282324.884221 + Penalty 3019.484482 = -1279305.399739
  nChanged 61
		SP:Iteration 66Q (48756.050000 sec): 3 clusters
  Score: Raw -1282340.349110 + Penalty 3019.484482 = -1279320.864628
  nChanged 61
		SP:Iteration 67Q (48756.220000 sec): 3 clusters
  Score: Raw -1282354.770143 + Penalty 3019.484482 = -1279335.285660
  nChanged 67
		SP:Iteration 68Q (48756.370000 sec): 3 clusters
  Score: Raw -1282370.215355 + Penalty 3019.484482 = -1279350.730873
  nChanged 58
		SP:Iteration 69Q (48756.520000 sec): 3 clusters
  Score: Raw -1282383.966116 + Penalty 3019.484482 = -1279364.481633
  nChanged 56
		SP:Iteration 70Q (48756.690000 sec): 3 clusters
  Score: Raw -1282396.228259 + Penalty 3019.484482 = -1279376.743777
  nChanged 43
		SP:Iteration 71Q (48756.840000 sec): 3 clusters
  Score: Raw -1282406.319157 + Penalty 3019.484482 = -1279386.834675
  nChanged 40
		SP:Iteration 72Q (48756.980000 sec): 3 clusters
  Score: Raw -1282415.687469 + Penalty 3019.484482 = -1279396.202987
  nChanged 42
		SP:Iteration 73Q (48757.160000 sec): 3 clusters
  Score: Raw -1282425.773402 + Penalty 3019.484482 = -1279406.288920
  nChanged 45
		SP:Iteration 74Q (48757.300000 sec): 3 clusters
  Score: Raw -1282438.724653 + Penalty 3019.484482 = -1279419.240171
  nChanged 44
		SP:Iteration 75Q (48757.450000 sec): 3 clusters
  Score: Raw -1282453.493455 + Penalty 3019.484482 = -1279434.008973
  nChanged 57
		SP:Iteration 76Q (48757.630000 sec): 3 clusters
  Score: Raw -1282471.414714 + Penalty 3019.484482 = -1279451.930232
  nChanged 57
		SP:Iteration 77Q (48757.770000 sec): 3 clusters
  Score: Raw -1282486.188224 + Penalty 3019.484482 = -1279466.703742
  nChanged 42
		SP:Iteration 78Q (48757.920000 sec): 3 clusters
  Score: Raw -1282498.320661 + Penalty 3019.484482 = -1279478.836179
  nChanged 46
		SP:Iteration 79Q (48758.090000 sec): 3 clusters
  Score: Raw -1282512.735074 + Penalty 3019.484482 = -1279493.250591
  nChanged 53
		SP:Iteration 80F (48758.240000 sec): 3 clusters
  Score: Raw -1282530.187803 + Penalty 3019.484482 = -1279510.703321
  nChanged 53
		SP:Iteration 81Q (48758.390000 sec): 3 clusters
  Score: Raw -1282546.235479 + Penalty 3019.484482 = -1279526.750997
  nChanged 45
		SP:Iteration 82Q (48758.540000 sec): 3 clusters
  Score: Raw -1282560.492486 + Penalty 3019.484482 = -1279541.008004
  nChanged 38
		SP:Iteration 83Q (48758.680000 sec): 3 clusters
  Score: Raw -1282571.729778 + Penalty 3019.484482 = -1279552.245295
  nChanged 35
		SP:Iteration 84Q (48758.860000 sec): 3 clusters
  Score: Raw -1282581.924782 + Penalty 3019.484482 = -1279562.440300
  nChanged 36
		SP:Iteration 85Q (48759.030000 sec): 3 clusters
  Score: Raw -1282590.315355 + Penalty 3019.484482 = -1279570.830873
  nChanged 30
		SP:Iteration 86Q (48759.160000 sec): 3 clusters
  Score: Raw -1282597.697613 + Penalty 3019.484482 = -1279578.213131
  nChanged 32
		SP:Iteration 87Q (48759.330000 sec): 3 clusters
  Score: Raw -1282605.181731 + Penalty 3019.484482 = -1279585.697249
  nChanged 26
		SP:Iteration 88Q (48759.470000 sec): 3 clusters
  Score: Raw -1282611.113263 + Penalty 3019.484482 = -1279591.628781
  nChanged 22
		SP:Iteration 89Q (48759.610000 sec): 3 clusters
  Score: Raw -1282615.631251 + Penalty 3019.484482 = -1279596.146769
  nChanged 14
		SP:Iteration 90Q (48759.780000 sec): 3 clusters
  Score: Raw -1282618.841252 + Penalty 3019.484482 = -1279599.356770
  nChanged 17
		SP:Iteration 91Q (48759.950000 sec): 3 clusters
  Score: Raw -1282622.135487 + Penalty 3019.484482 = -1279602.651005
  nChanged 15
		SP:Iteration 92Q (48760.090000 sec): 3 clusters
  Score: Raw -1282624.227671 + Penalty 3019.484482 = -1279604.743189
  nChanged 12
		SP:Iteration 93Q (48760.270000 sec): 3 clusters
  Score: Raw -1282625.857201 + Penalty 3019.484482 = -1279606.372719
  nChanged 13
		SP:Iteration 94Q (48760.400000 sec): 3 clusters
  Score: Raw -1282628.716100 + Penalty 3019.484482 = -1279609.231617
  nChanged 16
		SP:Iteration 95Q (48760.550000 sec): 3 clusters
  Score: Raw -1282632.378505 + Penalty 3019.484482 = -1279612.894022
  nChanged 11
		SP:Iteration 96Q (48760.730000 sec): 3 clusters
  Score: Raw -1282633.729582 + Penalty 3019.484482 = -1279614.245100
  nChanged 7
		SP:Iteration 97Q (48760.860000 sec): 3 clusters
  Score: Raw -1282635.168054 + Penalty 3019.484482 = -1279615.683571
  nChanged 12
		SP:Iteration 98Q (48761.020000 sec): 3 clusters
  Score: Raw -1282638.623122 + Penalty 3019.484482 = -1279619.138639
  nChanged 12
		SP:Iteration 99Q (48761.170000 sec): 3 clusters
  Score: Raw -1282640.987846 + Penalty 3019.484482 = -1279621.503364
  nChanged 10
		SP:Iteration 100F (48761.310000 sec): 3 clusters
  Score: Raw -1282644.030666 + Penalty 3019.484482 = -1279624.546184
  nChanged 12
		SP:Iteration 101Q (48761.480000 sec): 3 clusters
  Score: Raw -1282646.990027 + Penalty 3019.484482 = -1279627.505545
  nChanged 10
		SP:Iteration 102Q (48761.630000 sec): 3 clusters
  Score: Raw -1282649.494975 + Penalty 3019.484482 = -1279630.010493
  nChanged 8
		SP:Iteration 103Q (48761.770000 sec): 3 clusters
  Score: Raw -1282650.930717 + Penalty 3019.484482 = -1279631.446234
  nChanged 7
		SP:Iteration 104Q (48761.940000 sec): 3 clusters
  Score: Raw -1282653.037637 + Penalty 3019.484482 = -1279633.553154
  nChanged 13
		SP:Iteration 105Q (48762.110000 sec): 3 clusters
  Score: Raw -1282656.339344 + Penalty 3019.484482 = -1279636.854861
  nChanged 12
		SP:Iteration 106Q (48762.250000 sec): 3 clusters
  Score: Raw -1282659.411765 + Penalty 3019.484482 = -1279639.927283
  nChanged 15
		SP:Iteration 107Q (48762.410000 sec): 3 clusters
  Score: Raw -1282663.343085 + Penalty 3019.484482 = -1279643.858603
  nChanged 13
		SP:Iteration 108Q (48762.550000 sec): 3 clusters
  Score: Raw -1282666.319668 + Penalty 3019.484482 = -1279646.835186
  nChanged 18
		SP:Iteration 109Q (48762.690000 sec): 3 clusters
  Score: Raw -1282668.968382 + Penalty 3019.484482 = -1279649.483900
  nChanged 13
		SP:Iteration 110Q (48762.870000 sec): 3 clusters
  Score: Raw -1282671.180805 + Penalty 3019.484482 = -1279651.696322
  nChanged 17
		SP:Iteration 111Q (48763.030000 sec): 3 clusters
  Score: Raw -1282675.113590 + Penalty 3019.484482 = -1279655.629108
  nChanged 17
		SP:Iteration 112Q (48763.170000 sec): 3 clusters
  Score: Raw -1282678.620387 + Penalty 3019.484482 = -1279659.135904
  nChanged 9
		SP:Iteration 113Q (48763.330000 sec): 3 clusters
  Score: Raw -1282680.677896 + Penalty 3019.484482 = -1279661.193414
  nChanged 10
		SP:Iteration 114Q (48763.470000 sec): 3 clusters
  Score: Raw -1282682.390110 + Penalty 3019.484482 = -1279662.905628
  nChanged 4
		SP:Iteration 115Q (48763.620000 sec): 3 clusters
  Score: Raw -1282683.178267 + Penalty 3019.484482 = -1279663.693784
  nChanged 9
		SP:Iteration 116Q (48763.790000 sec): 3 clusters
  Score: Raw -1282685.157103 + Penalty 3019.484482 = -1279665.672621
  nChanged 7
		SP:Iteration 117Q (48763.930000 sec): 3 clusters
  Score: Raw -1282686.078399 + Penalty 3019.484482 = -1279666.593916
  nChanged 4
		SP:Iteration 118Q (48764.070000 sec): 3 clusters
  Score: Raw -1282686.621000 + Penalty 3019.484482 = -1279667.136517
  nChanged 4
		SP:Iteration 119Q (48764.250000 sec): 3 clusters
  Score: Raw -1282687.189987 + Penalty 3019.484482 = -1279667.705504
  nChanged 1
		SP:Iteration 120F (48764.400000 sec): 3 clusters
  Score: Raw -1282687.310082 + Penalty 3019.484482 = -1279667.825599
  nChanged 1
		SP:Iteration 121Q (48764.550000 sec): 3 clusters
  Score: Raw -1282687.419550 + Penalty 3019.484482 = -1279667.935068
  nChanged 0
		SP:Iteration 122F (48764.720000 sec): 3 clusters
  Score: Raw -1282687.419550 + Penalty 3019.484482 = -1279667.935068
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 21 (156670 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48765.810000 sec): 2 clusters
  Score: Raw -18455928.274928 + Penalty 1943.808256 = -18453984.466672
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48767.260000 sec): 3 clusters
  Score: Raw -18352952.447023 + Penalty 3887.616512 = -18349064.830511
  nChanged 75436
		SP:Iteration 1F (48768.730000 sec): 3 clusters
  Score: Raw -18397156.647351 + Penalty 3887.616512 = -18393269.030838
  nChanged 5098
		SP:Iteration 2Q (48770.150000 sec): 3 clusters
  Score: Raw -18398482.333158 + Penalty 3887.616512 = -18394594.716645
  nChanged 5781
		SP:Iteration 3Q (48771.600000 sec): 3 clusters
  Score: Raw -18400401.508623 + Penalty 3887.616512 = -18396513.892111
  nChanged 7123
		SP:Iteration 4Q (48773.090000 sec): 3 clusters
  Score: Raw -18403488.013046 + Penalty 3887.616512 = -18399600.396534
  nChanged 9042
		SP:Iteration 5F (48774.490000 sec): 3 clusters
  Score: Raw -18408519.063790 + Penalty 3887.616512 = -18404631.447277
  nChanged 10925
		SP:Iteration 6F (48775.960000 sec): 3 clusters
  Score: Raw -18416225.469812 + Penalty 3887.616512 = -18412337.853299
  nChanged 12057
		SP:Iteration 7F (48777.420000 sec): 3 clusters
  Score: Raw -18426288.106770 + Penalty 3887.616512 = -18422400.490258
  nChanged 11194
		SP:Iteration 8F (48778.840000 sec): 3 clusters
  Score: Raw -18436358.585858 + Penalty 3887.616512 = -18432470.969346
  nChanged 8590
		SP:Iteration 9F (48780.300000 sec): 3 clusters
  Score: Raw -18444159.767955 + Penalty 3887.616512 = -18440272.151442
  nChanged 5831
		SP:Iteration 10Q (48781.650000 sec): 3 clusters
  Score: Raw -18449292.441748 + Penalty 3887.616512 = -18445404.825236
  nChanged 3738
		SP:Iteration 11Q (48782.950000 sec): 3 clusters
  Score: Raw -18452487.499480 + Penalty 3887.616512 = -18448599.882968
  nChanged 2210
		SP:Iteration 12Q (48784.190000 sec): 3 clusters
  Score: Raw -18454261.136370 + Penalty 3887.616512 = -18450373.519858
  nChanged 1236
		SP:Iteration 13Q (48785.410000 sec): 3 clusters
  Score: Raw -18455228.705299 + Penalty 3887.616512 = -18451341.088786
  nChanged 662
		SP:Iteration 14Q (48786.610000 sec): 3 clusters
  Score: Raw -18455748.116578 + Penalty 3887.616512 = -18451860.500065
  nChanged 355
		SP:Iteration 15Q (48787.830000 sec): 3 clusters
  Score: Raw -18456023.455382 + Penalty 3887.616512 = -18452135.838870
  nChanged 185
		SP:Iteration 16Q (48789.050000 sec): 3 clusters
  Score: Raw -18456162.530564 + Penalty 3887.616512 = -18452274.914052
  nChanged 92
		SP:Iteration 17Q (48790.280000 sec): 3 clusters
  Score: Raw -18456235.587484 + Penalty 3887.616512 = -18452347.970971
  nChanged 70
		SP:Iteration 18Q (48791.500000 sec): 3 clusters
  Score: Raw -18456282.882341 + Penalty 3887.616512 = -18452395.265829
  nChanged 55
		SP:Iteration 19Q (48792.680000 sec): 3 clusters
  Score: Raw -18456319.252209 + Penalty 3887.616512 = -18452431.635696
  nChanged 39
		SP:Iteration 20F (48794.110000 sec): 3 clusters
  Score: Raw -18456344.199820 + Penalty 3887.616512 = -18452456.583308
  nChanged 37
		SP:Iteration 21Q (48795.300000 sec): 3 clusters
  Score: Raw -18456363.605008 + Penalty 3887.616512 = -18452475.988496
  nChanged 24
		SP:Iteration 22Q (48796.510000 sec): 3 clusters
  Score: Raw -18456375.869890 + Penalty 3887.616512 = -18452488.253378
  nChanged 14
		SP:Iteration 23Q (48797.720000 sec): 3 clusters
  Score: Raw -18456385.918566 + Penalty 3887.616512 = -18452498.302054
  nChanged 27
		SP:Iteration 24Q (48798.890000 sec): 3 clusters
  Score: Raw -18456402.265563 + Penalty 3887.616512 = -18452514.649051
  nChanged 18
		SP:Iteration 25Q (48800.110000 sec): 3 clusters
  Score: Raw -18456409.693323 + Penalty 3887.616512 = -18452522.076810
  nChanged 11
		SP:Iteration 26Q (48801.320000 sec): 3 clusters
  Score: Raw -18456414.760554 + Penalty 3887.616512 = -18452527.144041
  nChanged 12
		SP:Iteration 27Q (48802.490000 sec): 3 clusters
  Score: Raw -18456421.081945 + Penalty 3887.616512 = -18452533.465432
  nChanged 12
		SP:Iteration 28Q (48803.690000 sec): 3 clusters
  Score: Raw -18456427.902731 + Penalty 3887.616512 = -18452540.286219
  nChanged 11
		SP:Iteration 29Q (48804.910000 sec): 3 clusters
  Score: Raw -18456436.491269 + Penalty 3887.616512 = -18452548.874757
  nChanged 13
		SP:Iteration 30Q (48806.070000 sec): 3 clusters
  Score: Raw -18456440.656385 + Penalty 3887.616512 = -18452553.039873
  nChanged 7
		SP:Iteration 31Q (48807.290000 sec): 3 clusters
  Score: Raw -18456444.052044 + Penalty 3887.616512 = -18452556.435532
  nChanged 7
		SP:Iteration 32Q (48808.510000 sec): 3 clusters
  Score: Raw -18456446.731868 + Penalty 3887.616512 = -18452559.115356
  nChanged 7
		SP:Iteration 33Q (48809.670000 sec): 3 clusters
  Score: Raw -18456449.143986 + Penalty 3887.616512 = -18452561.527474
  nChanged 5
		SP:Iteration 34Q (48810.870000 sec): 3 clusters
  Score: Raw -18456452.635267 + Penalty 3887.616512 = -18452565.018755
  nChanged 5
		SP:Iteration 35Q (48812.040000 sec): 3 clusters
  Score: Raw -18456455.514897 + Penalty 3887.616512 = -18452567.898384
  nChanged 3
		SP:Iteration 36Q (48813.230000 sec): 3 clusters
  Score: Raw -18456456.776544 + Penalty 3887.616512 = -18452569.160032
  nChanged 1
		SP:Iteration 37Q (48814.450000 sec): 3 clusters
  Score: Raw -18456457.002412 + Penalty 3887.616512 = -18452569.385900
  nChanged 2
		SP:Iteration 38Q (48815.620000 sec): 3 clusters
  Score: Raw -18456457.485454 + Penalty 3887.616512 = -18452569.868941
  nChanged 1
		SP:Iteration 39Q (48816.830000 sec): 3 clusters
  Score: Raw -18456457.657311 + Penalty 3887.616512 = -18452570.040798
  nChanged 1
		SP:Iteration 40F (48818.280000 sec): 3 clusters
  Score: Raw -18456457.949118 + Penalty 3887.616512 = -18452570.332606
  nChanged 2
		SP:Iteration 41Q (48819.470000 sec): 3 clusters
  Score: Raw -18456458.429492 + Penalty 3887.616512 = -18452570.812980
  nChanged 2
		SP:Iteration 42Q (48820.690000 sec): 3 clusters
  Score: Raw -18456459.266947 + Penalty 3887.616512 = -18452571.650435
  nChanged 2
		SP:Iteration 43Q (48821.860000 sec): 3 clusters
  Score: Raw -18456459.613498 + Penalty 3887.616512 = -18452571.996986
  nChanged 0
		SP:Iteration 44F (48823.290000 sec): 3 clusters
  Score: Raw -18456459.613498 + Penalty 3887.616512 = -18452571.996986
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 22 (7073 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48823.420000 sec): 2 clusters
  Score: Raw -873900.546263 + Penalty 1440.406500 = -872460.139764
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48823.530000 sec): 3 clusters
  Score: Raw -870109.312117 + Penalty 2880.812999 = -867228.499118
  nChanged 2975
		SP:Iteration 1F (48823.640000 sec): 3 clusters
  Score: Raw -871766.234859 + Penalty 2880.812999 = -868885.421860
  nChanged 494
		SP:Iteration 2F (48823.750000 sec): 3 clusters
  Score: Raw -872067.598212 + Penalty 2880.812999 = -869186.785213
  nChanged 434
		SP:Iteration 3F (48823.850000 sec): 3 clusters
  Score: Raw -872387.278008 + Penalty 2880.812999 = -869506.465009
  nChanged 414
		SP:Iteration 4F (48823.960000 sec): 3 clusters
  Score: Raw -872710.513801 + Penalty 2880.812999 = -869829.700802
  nChanged 482
		SP:Iteration 5F (48824.080000 sec): 3 clusters
  Score: Raw -873080.961894 + Penalty 2880.812999 = -870200.148895
  nChanged 467
		SP:Iteration 6F (48824.190000 sec): 3 clusters
  Score: Raw -873481.011503 + Penalty 2880.812999 = -870600.198504
  nChanged 479
		SP:Iteration 7F (48824.310000 sec): 3 clusters
  Score: Raw -873870.879022 + Penalty 2880.812999 = -870990.066023
  nChanged 428
		SP:Iteration 8F (48824.430000 sec): 3 clusters
  Score: Raw -874161.517273 + Penalty 2880.812999 = -871280.704274
  nChanged 329
		SP:Iteration 9Q (48824.550000 sec): 3 clusters
  Score: Raw -874379.733747 + Penalty 2880.812999 = -871498.920748
  nChanged 228
		SP:Iteration 10Q (48824.670000 sec): 3 clusters
  Score: Raw -874532.505169 + Penalty 2880.812999 = -871651.692170
  nChanged 179
		SP:Iteration 11Q (48824.790000 sec): 3 clusters
  Score: Raw -874637.641036 + Penalty 2880.812999 = -871756.828037
  nChanged 130
		SP:Iteration 12Q (48824.900000 sec): 3 clusters
  Score: Raw -874724.894840 + Penalty 2880.812999 = -871844.081841
  nChanged 113
		SP:Iteration 13Q (48825.020000 sec): 3 clusters
  Score: Raw -874815.016672 + Penalty 2880.812999 = -871934.203673
  nChanged 96
		SP:Iteration 14Q (48825.130000 sec): 3 clusters
  Score: Raw -874886.249110 + Penalty 2880.812999 = -872005.436111
  nChanged 86
		SP:Iteration 15Q (48825.250000 sec): 3 clusters
  Score: Raw -874955.648329 + Penalty 2880.812999 = -872074.835330
  nChanged 67
		SP:Iteration 16Q (48825.370000 sec): 3 clusters
  Score: Raw -875011.314085 + Penalty 2880.812999 = -872130.501086
  nChanged 52
		SP:Iteration 17Q (48825.480000 sec): 3 clusters
  Score: Raw -875045.636574 + Penalty 2880.812999 = -872164.823575
  nChanged 42
		SP:Iteration 18Q (48825.590000 sec): 3 clusters
  Score: Raw -875073.826474 + Penalty 2880.812999 = -872193.013475
  nChanged 28
		SP:Iteration 19Q (48825.710000 sec): 3 clusters
  Score: Raw -875088.575108 + Penalty 2880.812999 = -872207.762109
  nChanged 17
		SP:Iteration 20F (48825.830000 sec): 3 clusters
  Score: Raw -875092.750300 + Penalty 2880.812999 = -872211.937301
  nChanged 10
		SP:Iteration 21Q (48825.940000 sec): 3 clusters
  Score: Raw -875096.135288 + Penalty 2880.812999 = -872215.322289
  nChanged 10
		SP:Iteration 22Q (48826.050000 sec): 3 clusters
  Score: Raw -875098.997136 + Penalty 2880.812999 = -872218.184137
  nChanged 7
		SP:Iteration 23Q (48826.170000 sec): 3 clusters
  Score: Raw -875100.563832 + Penalty 2880.812999 = -872219.750833
  nChanged 5
		SP:Iteration 24Q (48826.280000 sec): 3 clusters
  Score: Raw -875101.729532 + Penalty 2880.812999 = -872220.916533
  nChanged 2
		SP:Iteration 25Q (48826.390000 sec): 3 clusters
  Score: Raw -875102.639914 + Penalty 2880.812999 = -872221.826915
  nChanged 2
		SP:Iteration 26Q (48826.510000 sec): 3 clusters
  Score: Raw -875103.040499 + Penalty 2880.812999 = -872222.227500
  nChanged 2
		SP:Iteration 27Q (48826.620000 sec): 3 clusters
  Score: Raw -875103.225723 + Penalty 2880.812999 = -872222.412724
  nChanged 2
		SP:Iteration 28Q (48826.730000 sec): 3 clusters
  Score: Raw -875103.454148 + Penalty 2880.812999 = -872222.641149
  nChanged 0
		SP:Iteration 29F (48826.850000 sec): 3 clusters
  Score: Raw -875103.454148 + Penalty 2880.812999 = -872222.641149
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 23 (7761 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48826.970000 sec): 2 clusters
  Score: Raw -928140.397995 + Penalty 1455.490802 = -926684.907193
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48827.110000 sec): 3 clusters
  Score: Raw -923944.149453 + Penalty 2910.981603 = -921033.167850
  nChanged 3290
		SP:Iteration 1F (48827.230000 sec): 3 clusters
  Score: Raw -925805.349482 + Penalty 2910.981603 = -922894.367879
  nChanged 525
		SP:Iteration 2F (48827.340000 sec): 3 clusters
  Score: Raw -926134.012617 + Penalty 2910.981603 = -923223.031014
  nChanged 465
		SP:Iteration 3F (48827.460000 sec): 3 clusters
  Score: Raw -926404.270757 + Penalty 2910.981603 = -923493.289154
  nChanged 400
		SP:Iteration 4F (48827.570000 sec): 3 clusters
  Score: Raw -926631.851856 + Penalty 2910.981603 = -923720.870253
  nChanged 354
		SP:Iteration 5Q (48827.690000 sec): 3 clusters
  Score: Raw -926837.461776 + Penalty 2910.981603 = -923926.480173
  nChanged 324
		SP:Iteration 6Q (48827.810000 sec): 3 clusters
  Score: Raw -927036.427912 + Penalty 2910.981603 = -924125.446309
  nChanged 292
		SP:Iteration 7Q (48827.930000 sec): 3 clusters
  Score: Raw -927182.482813 + Penalty 2910.981603 = -924271.501210
  nChanged 243
		SP:Iteration 8Q (48828.040000 sec): 3 clusters
  Score: Raw -927310.584557 + Penalty 2910.981603 = -924399.602954
  nChanged 246
		SP:Iteration 9Q (48828.150000 sec): 3 clusters
  Score: Raw -927421.346485 + Penalty 2910.981603 = -924510.364882
  nChanged 195
		SP:Iteration 10Q (48828.270000 sec): 3 clusters
  Score: Raw -927510.181933 + Penalty 2910.981603 = -924599.200330
  nChanged 167
		SP:Iteration 11Q (48828.390000 sec): 3 clusters
  Score: Raw -927576.296422 + Penalty 2910.981603 = -924665.314819
  nChanged 139
		SP:Iteration 12Q (48828.500000 sec): 3 clusters
  Score: Raw -927627.075660 + Penalty 2910.981603 = -924716.094057
  nChanged 125
		SP:Iteration 13Q (48828.620000 sec): 3 clusters
  Score: Raw -927669.131358 + Penalty 2910.981603 = -924758.149755
  nChanged 110
		SP:Iteration 14Q (48828.730000 sec): 3 clusters
  Score: Raw -927706.599992 + Penalty 2910.981603 = -924795.618389
  nChanged 100
		SP:Iteration 15Q (48828.850000 sec): 3 clusters
  Score: Raw -927742.221683 + Penalty 2910.981603 = -924831.240080
  nChanged 101
		SP:Iteration 16Q (48828.970000 sec): 3 clusters
  Score: Raw -927784.209213 + Penalty 2910.981603 = -924873.227610
  nChanged 90
		SP:Iteration 17Q (48829.080000 sec): 3 clusters
  Score: Raw -927818.550727 + Penalty 2910.981603 = -924907.569124
  nChanged 97
		SP:Iteration 18Q (48829.190000 sec): 3 clusters
  Score: Raw -927854.148329 + Penalty 2910.981603 = -924943.166726
  nChanged 85
		SP:Iteration 19Q (48829.310000 sec): 3 clusters
  Score: Raw -927884.817154 + Penalty 2910.981603 = -924973.835551
  nChanged 87
		SP:Iteration 20F (48829.430000 sec): 3 clusters
  Score: Raw -927914.953782 + Penalty 2910.981603 = -925003.972179
  nChanged 67
		SP:Iteration 21Q (48829.550000 sec): 3 clusters
  Score: Raw -927937.698388 + Penalty 2910.981603 = -925026.716785
  nChanged 65
		SP:Iteration 22Q (48829.660000 sec): 3 clusters
  Score: Raw -927962.781713 + Penalty 2910.981603 = -925051.800110
  nChanged 61
		SP:Iteration 23Q (48829.780000 sec): 3 clusters
  Score: Raw -927982.741245 + Penalty 2910.981603 = -925071.759642
  nChanged 48
		SP:Iteration 24Q (48829.900000 sec): 3 clusters
  Score: Raw -927997.562589 + Penalty 2910.981603 = -925086.580986
  nChanged 45
		SP:Iteration 25Q (48830.020000 sec): 3 clusters
  Score: Raw -928015.475741 + Penalty 2910.981603 = -925104.494138
  nChanged 60
		SP:Iteration 26Q (48830.140000 sec): 3 clusters
  Score: Raw -928044.864036 + Penalty 2910.981603 = -925133.882433
  nChanged 73
		SP:Iteration 27Q (48830.270000 sec): 3 clusters
  Score: Raw -928076.884631 + Penalty 2910.981603 = -925165.903028
  nChanged 80
		SP:Iteration 28Q (48830.390000 sec): 3 clusters
  Score: Raw -928117.880025 + Penalty 2910.981603 = -925206.898422
  nChanged 79
		SP:Iteration 29Q (48830.510000 sec): 3 clusters
  Score: Raw -928154.324938 + Penalty 2910.981603 = -925243.343335
  nChanged 74
		SP:Iteration 30Q (48830.620000 sec): 3 clusters
  Score: Raw -928185.262016 + Penalty 2910.981603 = -925274.280413
  nChanged 69
		SP:Iteration 31Q (48830.740000 sec): 3 clusters
  Score: Raw -928218.793036 + Penalty 2910.981603 = -925307.811433
  nChanged 65
		SP:Iteration 32Q (48830.860000 sec): 3 clusters
  Score: Raw -928253.474077 + Penalty 2910.981603 = -925342.492474
  nChanged 68
		SP:Iteration 33Q (48830.980000 sec): 3 clusters
  Score: Raw -928284.350914 + Penalty 2910.981603 = -925373.369310
  nChanged 64
		SP:Iteration 34Q (48831.100000 sec): 3 clusters
  Score: Raw -928314.989458 + Penalty 2910.981603 = -925404.007854
  nChanged 63
		SP:Iteration 35Q (48831.220000 sec): 3 clusters
  Score: Raw -928343.739133 + Penalty 2910.981603 = -925432.757530
  nChanged 60
		SP:Iteration 36Q (48831.340000 sec): 3 clusters
  Score: Raw -928365.802705 + Penalty 2910.981603 = -925454.821102
  nChanged 55
		SP:Iteration 37Q (48831.460000 sec): 3 clusters
  Score: Raw -928386.147496 + Penalty 2910.981603 = -925475.165893
  nChanged 49
		SP:Iteration 38Q (48831.580000 sec): 3 clusters
  Score: Raw -928402.119663 + Penalty 2910.981603 = -925491.138060
  nChanged 48
		SP:Iteration 39Q (48831.700000 sec): 3 clusters
  Score: Raw -928417.525623 + Penalty 2910.981603 = -925506.544020
  nChanged 38
		SP:Iteration 40F (48831.820000 sec): 3 clusters
  Score: Raw -928430.031585 + Penalty 2910.981603 = -925519.049982
  nChanged 35
		SP:Iteration 41Q (48831.940000 sec): 3 clusters
  Score: Raw -928440.301614 + Penalty 2910.981603 = -925529.320011
  nChanged 29
		SP:Iteration 42Q (48832.060000 sec): 3 clusters
  Score: Raw -928447.776205 + Penalty 2910.981603 = -925536.794602
  nChanged 23
		SP:Iteration 43Q (48832.180000 sec): 3 clusters
  Score: Raw -928454.236141 + Penalty 2910.981603 = -925543.254538
  nChanged 24
		SP:Iteration 44Q (48832.290000 sec): 3 clusters
  Score: Raw -928460.369977 + Penalty 2910.981603 = -925549.388374
  nChanged 19
		SP:Iteration 45Q (48832.410000 sec): 3 clusters
  Score: Raw -928465.192416 + Penalty 2910.981603 = -925554.210813
  nChanged 18
		SP:Iteration 46Q (48832.530000 sec): 3 clusters
  Score: Raw -928469.834197 + Penalty 2910.981603 = -925558.852594
  nChanged 12
		SP:Iteration 47Q (48832.650000 sec): 3 clusters
  Score: Raw -928471.760973 + Penalty 2910.981603 = -925560.779370
  nChanged 12
		SP:Iteration 48Q (48832.760000 sec): 3 clusters
  Score: Raw -928473.710774 + Penalty 2910.981603 = -925562.729171
  nChanged 12
		SP:Iteration 49Q (48832.880000 sec): 3 clusters
  Score: Raw -928476.229764 + Penalty 2910.981603 = -925565.248161
  nChanged 11
		SP:Iteration 50Q (48833.000000 sec): 3 clusters
  Score: Raw -928478.417108 + Penalty 2910.981603 = -925567.435505
  nChanged 7
		SP:Iteration 51Q (48833.120000 sec): 3 clusters
  Score: Raw -928479.508547 + Penalty 2910.981603 = -925568.526944
  nChanged 4
		SP:Iteration 52Q (48833.240000 sec): 3 clusters
  Score: Raw -928480.927602 + Penalty 2910.981603 = -925569.945999
  nChanged 3
		SP:Iteration 53Q (48833.360000 sec): 3 clusters
  Score: Raw -928481.562986 + Penalty 2910.981603 = -925570.581383
  nChanged 4
		SP:Iteration 54Q (48833.480000 sec): 3 clusters
  Score: Raw -928482.290509 + Penalty 2910.981603 = -925571.308906
  nChanged 0
		SP:Iteration 55F (48833.600000 sec): 3 clusters
  Score: Raw -928482.290509 + Penalty 2910.981603 = -925571.308906
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 24 (361 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48833.660000 sec): 2 clusters
  Score: Raw -41632.676289 + Penalty 956.942668 = -40675.733621
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48833.680000 sec): 3 clusters
  Score: Raw -41690.060431 + Penalty 1913.885336 = -39776.175095
  nChanged 85
		SP:Iteration 1F (48833.680000 sec): 3 clusters
  Score: Raw -41849.722230 + Penalty 1913.885336 = -39935.836894
  nChanged 28
		SP:Iteration 2F (48833.690000 sec): 3 clusters
  Score: Raw -41917.017661 + Penalty 1913.885336 = -40003.132324
  nChanged 20
		SP:Iteration 3F (48833.700000 sec): 3 clusters
  Score: Raw -41968.238772 + Penalty 1913.885336 = -40054.353435
  nChanged 18
		SP:Iteration 4Q (48833.710000 sec): 3 clusters
  Score: Raw -42017.379631 + Penalty 1913.885336 = -40103.494295
  nChanged 8
		SP:Iteration 5Q (48833.720000 sec): 3 clusters
  Score: Raw -42043.032087 + Penalty 1913.885336 = -40129.146751
  nChanged 9
		SP:Iteration 6Q (48833.720000 sec): 3 clusters
  Score: Raw -42066.004162 + Penalty 1913.885336 = -40152.118825
  nChanged 6
		SP:Iteration 7Q (48833.730000 sec): 3 clusters
  Score: Raw -42082.097576 + Penalty 1913.885336 = -40168.212240
  nChanged 5
		SP:Iteration 8Q (48833.740000 sec): 3 clusters
  Score: Raw -42095.303587 + Penalty 1913.885336 = -40181.418250
  nChanged 2
		SP:Iteration 9Q (48833.750000 sec): 3 clusters
  Score: Raw -42101.277232 + Penalty 1913.885336 = -40187.391896
  nChanged 2
		SP:Iteration 10Q (48833.760000 sec): 3 clusters
  Score: Raw -42104.701377 + Penalty 1913.885336 = -40190.816041
  nChanged 2
		SP:Iteration 11Q (48833.760000 sec): 3 clusters
  Score: Raw -42118.530154 + Penalty 1913.885336 = -40204.644817
  nChanged 0
		SP:Iteration 12F (48833.770000 sec): 3 clusters
  Score: Raw -42118.530154 + Penalty 1913.885336 = -40204.644817
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 25 (27748 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48834.040000 sec): 2 clusters
  Score: Raw -3356262.703337 + Penalty 1662.524345 = -3354600.178993
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48834.360000 sec): 3 clusters
  Score: Raw -3339068.963435 + Penalty 3325.048689 = -3335743.914745
  nChanged 12814
		SP:Iteration 1F (48834.700000 sec): 3 clusters
  Score: Raw -3346029.348881 + Penalty 3325.048689 = -3342704.300192
  nChanged 1250
		SP:Iteration 2Q (48835.030000 sec): 3 clusters
  Score: Raw -3346422.132718 + Penalty 3325.048689 = -3343097.084028
  nChanged 1216
		SP:Iteration 3Q (48835.390000 sec): 3 clusters
  Score: Raw -3346808.135687 + Penalty 3325.048689 = -3343483.086998
  nChanged 1147
		SP:Iteration 4Q (48835.750000 sec): 3 clusters
  Score: Raw -3347170.302429 + Penalty 3325.048689 = -3343845.253740
  nChanged 1117
		SP:Iteration 5Q (48836.110000 sec): 3 clusters
  Score: Raw -3347560.904763 + Penalty 3325.048689 = -3344235.856074
  nChanged 1203
		SP:Iteration 6Q (48836.450000 sec): 3 clusters
  Score: Raw -3348066.157325 + Penalty 3325.048689 = -3344741.108636
  nChanged 1375
		SP:Iteration 7Q (48836.810000 sec): 3 clusters
  Score: Raw -3348815.037174 + Penalty 3325.048689 = -3345489.988484
  nChanged 1634
		SP:Iteration 8F (48837.170000 sec): 3 clusters
  Score: Raw -3349846.888202 + Penalty 3325.048689 = -3346521.839513
  nChanged 1883
		SP:Iteration 9F (48837.530000 sec): 3 clusters
  Score: Raw -3351259.812706 + Penalty 3325.048689 = -3347934.764017
  nChanged 1912
		SP:Iteration 10F (48837.860000 sec): 3 clusters
  Score: Raw -3352817.639952 + Penalty 3325.048689 = -3349492.591263
  nChanged 1652
		SP:Iteration 11F (48838.220000 sec): 3 clusters
  Score: Raw -3354195.411305 + Penalty 3325.048689 = -3350870.362615
  nChanged 1197
		SP:Iteration 12Q (48838.570000 sec): 3 clusters
  Score: Raw -3355230.639849 + Penalty 3325.048689 = -3351905.591160
  nChanged 734
		SP:Iteration 13Q (48838.920000 sec): 3 clusters
  Score: Raw -3355851.532051 + Penalty 3325.048689 = -3352526.483361
  nChanged 347
		SP:Iteration 14Q (48839.260000 sec): 3 clusters
  Score: Raw -3356147.640399 + Penalty 3325.048689 = -3352822.591710
  nChanged 148
		SP:Iteration 15Q (48839.550000 sec): 3 clusters
  Score: Raw -3356282.665259 + Penalty 3325.048689 = -3352957.616570
  nChanged 72
		SP:Iteration 16Q (48839.860000 sec): 3 clusters
  Score: Raw -3356358.040975 + Penalty 3325.048689 = -3353032.992285
  nChanged 38
		SP:Iteration 17Q (48840.210000 sec): 3 clusters
  Score: Raw -3356398.775299 + Penalty 3325.048689 = -3353073.726610
  nChanged 26
		SP:Iteration 18Q (48840.540000 sec): 3 clusters
  Score: Raw -3356428.250385 + Penalty 3325.048689 = -3353103.201696
  nChanged 15
		SP:Iteration 19Q (48840.830000 sec): 3 clusters
  Score: Raw -3356440.925376 + Penalty 3325.048689 = -3353115.876687
  nChanged 5
		SP:Iteration 20F (48841.160000 sec): 3 clusters
  Score: Raw -3356448.321449 + Penalty 3325.048689 = -3353123.272760
  nChanged 7
		SP:Iteration 21Q (48841.510000 sec): 3 clusters
  Score: Raw -3356459.382051 + Penalty 3325.048689 = -3353134.333362
  nChanged 6
		SP:Iteration 22Q (48841.850000 sec): 3 clusters
  Score: Raw -3356465.497181 + Penalty 3325.048689 = -3353140.448491
  nChanged 3
		SP:Iteration 23Q (48842.190000 sec): 3 clusters
  Score: Raw -3356469.491598 + Penalty 3325.048689 = -3353144.442908
  nChanged 0
		SP:Iteration 24F (48842.500000 sec): 3 clusters
  Score: Raw -3356469.491598 + Penalty 3325.048689 = -3353144.442908
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 26 (3356 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48842.570000 sec): 2 clusters
  Score: Raw -381088.652726 + Penalty 1319.257073 = -379769.395653
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48842.650000 sec): 3 clusters
  Score: Raw -379409.877165 + Penalty 2638.514147 = -376771.363018
  nChanged 1306
		SP:Iteration 1F (48842.720000 sec): 3 clusters
  Score: Raw -380182.566267 + Penalty 2638.514147 = -377544.052120
  nChanged 274
		SP:Iteration 2F (48842.780000 sec): 3 clusters
  Score: Raw -380343.667087 + Penalty 2638.514147 = -377705.152940
  nChanged 162
		SP:Iteration 3Q (48842.840000 sec): 3 clusters
  Score: Raw -380437.984327 + Penalty 2638.514147 = -377799.470180
  nChanged 129
		SP:Iteration 4Q (48842.900000 sec): 3 clusters
  Score: Raw -380511.743957 + Penalty 2638.514147 = -377873.229810
  nChanged 106
		SP:Iteration 5Q (48842.970000 sec): 3 clusters
  Score: Raw -380566.328517 + Penalty 2638.514147 = -377927.814370
  nChanged 89
		SP:Iteration 6Q (48843.030000 sec): 3 clusters
  Score: Raw -380615.662407 + Penalty 2638.514147 = -377977.148260
  nChanged 89
		SP:Iteration 7Q (48843.090000 sec): 3 clusters
  Score: Raw -380663.481832 + Penalty 2638.514147 = -378024.967685
  nChanged 74
		SP:Iteration 8Q (48843.150000 sec): 3 clusters
  Score: Raw -380708.061924 + Penalty 2638.514147 = -378069.547777
  nChanged 74
		SP:Iteration 9Q (48843.210000 sec): 3 clusters
  Score: Raw -380748.358395 + Penalty 2638.514147 = -378109.844248
  nChanged 62
		SP:Iteration 10Q (48843.270000 sec): 3 clusters
  Score: Raw -380792.601234 + Penalty 2638.514147 = -378154.087087
  nChanged 70
		SP:Iteration 11Q (48843.330000 sec): 3 clusters
  Score: Raw -380846.865892 + Penalty 2638.514147 = -378208.351745
  nChanged 76
		SP:Iteration 12Q (48843.390000 sec): 3 clusters
  Score: Raw -380904.820118 + Penalty 2638.514147 = -378266.305971
  nChanged 89
		SP:Iteration 13Q (48843.450000 sec): 3 clusters
  Score: Raw -380970.546682 + Penalty 2638.514147 = -378332.032535
  nChanged 70
		SP:Iteration 14Q (48843.510000 sec): 3 clusters
  Score: Raw -381020.366572 + Penalty 2638.514147 = -378381.852425
  nChanged 73
		SP:Iteration 15Q (48843.570000 sec): 3 clusters
  Score: Raw -381078.460062 + Penalty 2638.514147 = -378439.945915
  nChanged 60
		SP:Iteration 16Q (48843.630000 sec): 3 clusters
  Score: Raw -381117.133098 + Penalty 2638.514147 = -378478.618951
  nChanged 56
		SP:Iteration 17Q (48843.690000 sec): 3 clusters
  Score: Raw -381155.996465 + Penalty 2638.514147 = -378517.482318
  nChanged 47
		SP:Iteration 18Q (48843.750000 sec): 3 clusters
  Score: Raw -381193.697311 + Penalty 2638.514147 = -378555.183164
  nChanged 43
		SP:Iteration 19Q (48843.810000 sec): 3 clusters
  Score: Raw -381222.605256 + Penalty 2638.514147 = -378584.091109
  nChanged 30
		SP:Iteration 20F (48843.870000 sec): 3 clusters
  Score: Raw -381237.549284 + Penalty 2638.514147 = -378599.035137
  nChanged 21
		SP:Iteration 21Q (48843.930000 sec): 3 clusters
  Score: Raw -381245.305214 + Penalty 2638.514147 = -378606.791067
  nChanged 4
		SP:Iteration 22Q (48843.990000 sec): 3 clusters
  Score: Raw -381246.932403 + Penalty 2638.514147 = -378608.418256
  nChanged 4
		SP:Iteration 23Q (48844.050000 sec): 3 clusters
  Score: Raw -381249.115266 + Penalty 2638.514147 = -378610.601119
  nChanged 4
		SP:Iteration 24Q (48844.110000 sec): 3 clusters
  Score: Raw -381250.634823 + Penalty 2638.514147 = -378612.120676
  nChanged 3
		SP:Iteration 25Q (48844.170000 sec): 3 clusters
  Score: Raw -381251.747140 + Penalty 2638.514147 = -378613.232993
  nChanged 3
		SP:Iteration 26Q (48844.230000 sec): 3 clusters
  Score: Raw -381253.247599 + Penalty 2638.514147 = -378614.733452
  nChanged 5
		SP:Iteration 27Q (48844.290000 sec): 3 clusters
  Score: Raw -381255.517998 + Penalty 2638.514147 = -378617.003851
  nChanged 7
		SP:Iteration 28Q (48844.350000 sec): 3 clusters
  Score: Raw -381258.248230 + Penalty 2638.514147 = -378619.734083
  nChanged 5
		SP:Iteration 29Q (48844.410000 sec): 3 clusters
  Score: Raw -381260.738184 + Penalty 2638.514147 = -378622.224037
  nChanged 7
		SP:Iteration 30Q (48844.460000 sec): 3 clusters
  Score: Raw -381263.424617 + Penalty 2638.514147 = -378624.910470
  nChanged 6
		SP:Iteration 31Q (48844.520000 sec): 3 clusters
  Score: Raw -381265.230314 + Penalty 2638.514147 = -378626.716167
  nChanged 7
		SP:Iteration 32Q (48844.580000 sec): 3 clusters
  Score: Raw -381267.105302 + Penalty 2638.514147 = -378628.591155
  nChanged 5
		SP:Iteration 33Q (48844.640000 sec): 3 clusters
  Score: Raw -381268.673888 + Penalty 2638.514147 = -378630.159741
  nChanged 2
		SP:Iteration 34Q (48844.700000 sec): 3 clusters
  Score: Raw -381269.598369 + Penalty 2638.514147 = -378631.084222
  nChanged 1
		SP:Iteration 35Q (48844.760000 sec): 3 clusters
  Score: Raw -381269.974037 + Penalty 2638.514147 = -378631.459890
  nChanged 1
		SP:Iteration 36Q (48844.820000 sec): 3 clusters
  Score: Raw -381270.301994 + Penalty 2638.514147 = -378631.787847
  nChanged 2
		SP:Iteration 37Q (48844.880000 sec): 3 clusters
  Score: Raw -381271.426374 + Penalty 2638.514147 = -378632.912227
  nChanged 4
		SP:Iteration 38Q (48844.930000 sec): 3 clusters
  Score: Raw -381272.986139 + Penalty 2638.514147 = -378634.471992
  nChanged 2
		SP:Iteration 39Q (48844.990000 sec): 3 clusters
  Score: Raw -381273.503745 + Penalty 2638.514147 = -378634.989598
  nChanged 1
		SP:Iteration 40F (48845.050000 sec): 3 clusters
  Score: Raw -381273.940760 + Penalty 2638.514147 = -378635.426613
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 27 (4401 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48845.140000 sec): 2 clusters
  Score: Raw -491335.713167 + Penalty 1363.307898 = -489972.405268
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48845.230000 sec): 3 clusters
  Score: Raw -489164.576534 + Penalty 2726.615797 = -486437.960738
  nChanged 1745
		SP:Iteration 1F (48845.310000 sec): 3 clusters
  Score: Raw -490349.907376 + Penalty 2726.615797 = -487623.291579
  nChanged 454
		SP:Iteration 2F (48845.400000 sec): 3 clusters
  Score: Raw -490828.694918 + Penalty 2726.615797 = -488102.079121
  nChanged 389
		SP:Iteration 3F (48845.480000 sec): 3 clusters
  Score: Raw -491202.165541 + Penalty 2726.615797 = -488475.549744
  nChanged 304
		SP:Iteration 4F (48845.570000 sec): 3 clusters
  Score: Raw -491464.014721 + Penalty 2726.615797 = -488737.398924
  nChanged 229
		SP:Iteration 5F (48845.650000 sec): 3 clusters
  Score: Raw -491623.794130 + Penalty 2726.615797 = -488897.178333
  nChanged 161
		SP:Iteration 6Q (48845.730000 sec): 3 clusters
  Score: Raw -491715.621356 + Penalty 2726.615797 = -488989.005559
  nChanged 114
		SP:Iteration 7Q (48845.810000 sec): 3 clusters
  Score: Raw -491783.338043 + Penalty 2726.615797 = -489056.722247
  nChanged 82
		SP:Iteration 8Q (48845.890000 sec): 3 clusters
  Score: Raw -491835.940246 + Penalty 2726.615797 = -489109.324450
  nChanged 75
		SP:Iteration 9Q (48845.980000 sec): 3 clusters
  Score: Raw -491884.011909 + Penalty 2726.615797 = -489157.396112
  nChanged 76
		SP:Iteration 10Q (48846.060000 sec): 3 clusters
  Score: Raw -491923.136346 + Penalty 2726.615797 = -489196.520549
  nChanged 50
		SP:Iteration 11Q (48846.140000 sec): 3 clusters
  Score: Raw -491942.169819 + Penalty 2726.615797 = -489215.554022
  nChanged 40
		SP:Iteration 12Q (48846.230000 sec): 3 clusters
  Score: Raw -491956.729052 + Penalty 2726.615797 = -489230.113255
  nChanged 43
		SP:Iteration 13Q (48846.310000 sec): 3 clusters
  Score: Raw -491971.159333 + Penalty 2726.615797 = -489244.543536
  nChanged 34
		SP:Iteration 14Q (48846.390000 sec): 3 clusters
  Score: Raw -491982.527784 + Penalty 2726.615797 = -489255.911987
  nChanged 26
		SP:Iteration 15Q (48846.470000 sec): 3 clusters
  Score: Raw -491990.027274 + Penalty 2726.615797 = -489263.411477
  nChanged 18
		SP:Iteration 16Q (48846.560000 sec): 3 clusters
  Score: Raw -491995.289113 + Penalty 2726.615797 = -489268.673316
  nChanged 16
		SP:Iteration 17Q (48846.640000 sec): 3 clusters
  Score: Raw -492000.436786 + Penalty 2726.615797 = -489273.820989
  nChanged 21
		SP:Iteration 18Q (48846.720000 sec): 3 clusters
  Score: Raw -492008.436764 + Penalty 2726.615797 = -489281.820967
  nChanged 15
		SP:Iteration 19Q (48846.800000 sec): 3 clusters
  Score: Raw -492012.423561 + Penalty 2726.615797 = -489285.807764
  nChanged 16
		SP:Iteration 20F (48846.880000 sec): 3 clusters
  Score: Raw -492016.941384 + Penalty 2726.615797 = -489290.325587
  nChanged 10
		SP:Iteration 21Q (48846.970000 sec): 3 clusters
  Score: Raw -492019.819834 + Penalty 2726.615797 = -489293.204037
  nChanged 11
		SP:Iteration 22Q (48847.050000 sec): 3 clusters
  Score: Raw -492023.044982 + Penalty 2726.615797 = -489296.429185
  nChanged 12
		SP:Iteration 23Q (48847.130000 sec): 3 clusters
  Score: Raw -492026.268436 + Penalty 2726.615797 = -489299.652639
  nChanged 14
		SP:Iteration 24Q (48847.210000 sec): 3 clusters
  Score: Raw -492030.979997 + Penalty 2726.615797 = -489304.364200
  nChanged 15
		SP:Iteration 25Q (48847.300000 sec): 3 clusters
  Score: Raw -492036.385767 + Penalty 2726.615797 = -489309.769971
  nChanged 13
		SP:Iteration 26Q (48847.380000 sec): 3 clusters
  Score: Raw -492040.188595 + Penalty 2726.615797 = -489313.572798
  nChanged 13
		SP:Iteration 27Q (48847.460000 sec): 3 clusters
  Score: Raw -492044.136899 + Penalty 2726.615797 = -489317.521102
  nChanged 12
		SP:Iteration 28Q (48847.540000 sec): 3 clusters
  Score: Raw -492048.509038 + Penalty 2726.615797 = -489321.893241
  nChanged 15
		SP:Iteration 29Q (48847.620000 sec): 3 clusters
  Score: Raw -492052.884621 + Penalty 2726.615797 = -489326.268824
  nChanged 12
		SP:Iteration 30Q (48847.700000 sec): 3 clusters
  Score: Raw -492056.958688 + Penalty 2726.615797 = -489330.342891
  nChanged 15
		SP:Iteration 31Q (48847.780000 sec): 3 clusters
  Score: Raw -492061.065561 + Penalty 2726.615797 = -489334.449764
  nChanged 16
		SP:Iteration 32Q (48847.870000 sec): 3 clusters
  Score: Raw -492067.707722 + Penalty 2726.615797 = -489341.091926
  nChanged 23
		SP:Iteration 33Q (48847.950000 sec): 3 clusters
  Score: Raw -492079.114995 + Penalty 2726.615797 = -489352.499198
  nChanged 19
		SP:Iteration 34Q (48848.030000 sec): 3 clusters
  Score: Raw -492086.390312 + Penalty 2726.615797 = -489359.774515
  nChanged 17
		SP:Iteration 35Q (48848.110000 sec): 3 clusters
  Score: Raw -492092.372580 + Penalty 2726.615797 = -489365.756784
  nChanged 19
		SP:Iteration 36Q (48848.200000 sec): 3 clusters
  Score: Raw -492098.467108 + Penalty 2726.615797 = -489371.851311
  nChanged 18
		SP:Iteration 37Q (48848.280000 sec): 3 clusters
  Score: Raw -492103.451668 + Penalty 2726.615797 = -489376.835871
  nChanged 13
		SP:Iteration 38Q (48848.360000 sec): 3 clusters
  Score: Raw -492108.891517 + Penalty 2726.615797 = -489382.275720
  nChanged 18
		SP:Iteration 39Q (48848.440000 sec): 3 clusters
  Score: Raw -492117.714164 + Penalty 2726.615797 = -489391.098367
  nChanged 23
		SP:Iteration 40F (48848.520000 sec): 3 clusters
  Score: Raw -492128.619798 + Penalty 2726.615797 = -489402.004001
  nChanged 17
		SP:Iteration 41Q (48848.600000 sec): 3 clusters
  Score: Raw -492134.000719 + Penalty 2726.615797 = -489407.384922
  nChanged 24
		SP:Iteration 42Q (48848.680000 sec): 3 clusters
  Score: Raw -492140.840697 + Penalty 2726.615797 = -489414.224900
  nChanged 14
		SP:Iteration 43Q (48848.770000 sec): 3 clusters
  Score: Raw -492145.559040 + Penalty 2726.615797 = -489418.943243
  nChanged 12
		SP:Iteration 44Q (48848.850000 sec): 3 clusters
  Score: Raw -492149.469692 + Penalty 2726.615797 = -489422.853895
  nChanged 12
		SP:Iteration 45Q (48848.930000 sec): 3 clusters
  Score: Raw -492152.611983 + Penalty 2726.615797 = -489425.996186
  nChanged 8
		SP:Iteration 46Q (48849.010000 sec): 3 clusters
  Score: Raw -492154.561952 + Penalty 2726.615797 = -489427.946155
  nChanged 7
		SP:Iteration 47Q (48849.090000 sec): 3 clusters
  Score: Raw -492155.732323 + Penalty 2726.615797 = -489429.116526
  nChanged 6
		SP:Iteration 48Q (48849.180000 sec): 3 clusters
  Score: Raw -492157.387688 + Penalty 2726.615797 = -489430.771892
  nChanged 3
		SP:Iteration 49Q (48849.260000 sec): 3 clusters
  Score: Raw -492157.999394 + Penalty 2726.615797 = -489431.383598
  nChanged 1
		SP:Iteration 50Q (48849.340000 sec): 3 clusters
  Score: Raw -492158.169092 + Penalty 2726.615797 = -489431.553295
  nChanged 1
		SP:Iteration 51Q (48849.420000 sec): 3 clusters
  Score: Raw -492158.420531 + Penalty 2726.615797 = -489431.804734
  nChanged 2
		SP:Iteration 52Q (48849.500000 sec): 3 clusters
  Score: Raw -492159.188259 + Penalty 2726.615797 = -489432.572462
  nChanged 3
		SP:Iteration 53Q (48849.580000 sec): 3 clusters
  Score: Raw -492160.779827 + Penalty 2726.615797 = -489434.164030
  nChanged 5
		SP:Iteration 54Q (48849.660000 sec): 3 clusters
  Score: Raw -492162.296043 + Penalty 2726.615797 = -489435.680246
  nChanged 3
		SP:Iteration 55Q (48849.740000 sec): 3 clusters
  Score: Raw -492163.291498 + Penalty 2726.615797 = -489436.675701
  nChanged 3
		SP:Iteration 56Q (48849.820000 sec): 3 clusters
  Score: Raw -492163.964188 + Penalty 2726.615797 = -489437.348391
  nChanged 3
		SP:Iteration 57Q (48849.910000 sec): 3 clusters
  Score: Raw -492164.495508 + Penalty 2726.615797 = -489437.879711
  nChanged 3
		SP:Iteration 58Q (48849.990000 sec): 3 clusters
  Score: Raw -492165.397746 + Penalty 2726.615797 = -489438.781949
  nChanged 2
		SP:Iteration 59Q (48850.070000 sec): 3 clusters
  Score: Raw -492165.844281 + Penalty 2726.615797 = -489439.228484
  nChanged 4
		SP:Iteration 60F (48850.150000 sec): 3 clusters
  Score: Raw -492166.860464 + Penalty 2726.615797 = -489440.244667
  nChanged 5
		SP:Iteration 61Q (48850.240000 sec): 3 clusters
  Score: Raw -492167.990101 + Penalty 2726.615797 = -489441.374304
  nChanged 3
		SP:Iteration 62Q (48850.320000 sec): 3 clusters
  Score: Raw -492168.563185 + Penalty 2726.615797 = -489441.947388
  nChanged 2
		SP:Iteration 63Q (48850.400000 sec): 3 clusters
  Score: Raw -492168.909900 + Penalty 2726.615797 = -489442.294103
  nChanged 1
		SP:Iteration 64Q (48850.480000 sec): 3 clusters
  Score: Raw -492169.109278 + Penalty 2726.615797 = -489442.493482
  nChanged 3
		SP:Iteration 65Q (48850.560000 sec): 3 clusters
  Score: Raw -492169.823033 + Penalty 2726.615797 = -489443.207236
  nChanged 2
		SP:Iteration 66Q (48850.640000 sec): 3 clusters
  Score: Raw -492170.233404 + Penalty 2726.615797 = -489443.617607
  nChanged 1
		SP:Iteration 67Q (48850.720000 sec): 3 clusters
  Score: Raw -492170.348703 + Penalty 2726.615797 = -489443.732906
  nChanged 1
		SP:Iteration 68Q (48850.800000 sec): 3 clusters
  Score: Raw -492170.875078 + Penalty 2726.615797 = -489444.259281
  nChanged 1
		SP:Iteration 69Q (48850.880000 sec): 3 clusters
  Score: Raw -492171.432608 + Penalty 2726.615797 = -489444.816811
  nChanged 1
		SP:Iteration 70Q (48850.960000 sec): 3 clusters
  Score: Raw -492171.581643 + Penalty 2726.615797 = -489444.965846
  nChanged 0
		SP:Iteration 71F (48851.050000 sec): 3 clusters
  Score: Raw -492171.581643 + Penalty 2726.615797 = -489444.965846
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 28 (4038 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48851.120000 sec): 2 clusters
  Score: Raw -472880.997714 + Penalty 1349.319530 = -471531.678184
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48851.200000 sec): 3 clusters
  Score: Raw -470871.767001 + Penalty 2698.639060 = -468173.127942
  nChanged 1583
		SP:Iteration 1F (48851.280000 sec): 3 clusters
  Score: Raw -471922.864419 + Penalty 2698.639060 = -469224.225360
  nChanged 370
		SP:Iteration 2F (48851.350000 sec): 3 clusters
  Score: Raw -472247.839160 + Penalty 2698.639060 = -469549.200101
  nChanged 296
		SP:Iteration 3F (48851.420000 sec): 3 clusters
  Score: Raw -472531.878454 + Penalty 2698.639060 = -469833.239394
  nChanged 240
		SP:Iteration 4F (48851.500000 sec): 3 clusters
  Score: Raw -472743.040289 + Penalty 2698.639060 = -470044.401230
  nChanged 196
		SP:Iteration 5Q (48851.570000 sec): 3 clusters
  Score: Raw -472905.981391 + Penalty 2698.639060 = -470207.342331
  nChanged 151
		SP:Iteration 6Q (48851.640000 sec): 3 clusters
  Score: Raw -473005.429344 + Penalty 2698.639060 = -470306.790285
  nChanged 111
		SP:Iteration 7Q (48851.710000 sec): 3 clusters
  Score: Raw -473063.731652 + Penalty 2698.639060 = -470365.092593
  nChanged 82
		SP:Iteration 8Q (48851.790000 sec): 3 clusters
  Score: Raw -473098.191830 + Penalty 2698.639060 = -470399.552770
  nChanged 52
		SP:Iteration 9Q (48851.860000 sec): 3 clusters
  Score: Raw -473120.155715 + Penalty 2698.639060 = -470421.516655
  nChanged 42
		SP:Iteration 10Q (48851.930000 sec): 3 clusters
  Score: Raw -473136.472610 + Penalty 2698.639060 = -470437.833550
  nChanged 34
		SP:Iteration 11Q (48852.000000 sec): 3 clusters
  Score: Raw -473148.106364 + Penalty 2698.639060 = -470449.467305
  nChanged 29
		SP:Iteration 12Q (48852.080000 sec): 3 clusters
  Score: Raw -473164.420578 + Penalty 2698.639060 = -470465.781519
  nChanged 35
		SP:Iteration 13Q (48852.150000 sec): 3 clusters
  Score: Raw -473184.543319 + Penalty 2698.639060 = -470485.904259
  nChanged 34
		SP:Iteration 14Q (48852.220000 sec): 3 clusters
  Score: Raw -473203.148948 + Penalty 2698.639060 = -470504.509888
  nChanged 24
		SP:Iteration 15Q (48852.290000 sec): 3 clusters
  Score: Raw -473215.334248 + Penalty 2698.639060 = -470516.695189
  nChanged 32
		SP:Iteration 16Q (48852.360000 sec): 3 clusters
  Score: Raw -473230.076077 + Penalty 2698.639060 = -470531.437018
  nChanged 28
		SP:Iteration 17Q (48852.440000 sec): 3 clusters
  Score: Raw -473241.178201 + Penalty 2698.639060 = -470542.539141
  nChanged 23
		SP:Iteration 18Q (48852.510000 sec): 3 clusters
  Score: Raw -473251.812048 + Penalty 2698.639060 = -470553.172989
  nChanged 24
		SP:Iteration 19Q (48852.580000 sec): 3 clusters
  Score: Raw -473260.443507 + Penalty 2698.639060 = -470561.804447
  nChanged 16
		SP:Iteration 20F (48852.650000 sec): 3 clusters
  Score: Raw -473264.680546 + Penalty 2698.639060 = -470566.041487
  nChanged 14
		SP:Iteration 21Q (48852.720000 sec): 3 clusters
  Score: Raw -473267.766646 + Penalty 2698.639060 = -470569.127586
  nChanged 11
		SP:Iteration 22Q (48852.800000 sec): 3 clusters
  Score: Raw -473270.551947 + Penalty 2698.639060 = -470571.912887
  nChanged 14
		SP:Iteration 23Q (48852.870000 sec): 3 clusters
  Score: Raw -473274.301225 + Penalty 2698.639060 = -470575.662166
  nChanged 10
		SP:Iteration 24Q (48852.940000 sec): 3 clusters
  Score: Raw -473277.053135 + Penalty 2698.639060 = -470578.414076
  nChanged 13
		SP:Iteration 25Q (48853.010000 sec): 3 clusters
  Score: Raw -473282.588877 + Penalty 2698.639060 = -470583.949818
  nChanged 13
		SP:Iteration 26Q (48853.080000 sec): 3 clusters
  Score: Raw -473287.174103 + Penalty 2698.639060 = -470588.535044
  nChanged 13
		SP:Iteration 27Q (48853.160000 sec): 3 clusters
  Score: Raw -473290.187640 + Penalty 2698.639060 = -470591.548580
  nChanged 8
		SP:Iteration 28Q (48853.230000 sec): 3 clusters
  Score: Raw -473291.516361 + Penalty 2698.639060 = -470592.877302
  nChanged 6
		SP:Iteration 29Q (48853.300000 sec): 3 clusters
  Score: Raw -473292.598815 + Penalty 2698.639060 = -470593.959755
  nChanged 3
		SP:Iteration 30Q (48853.370000 sec): 3 clusters
  Score: Raw -473293.507134 + Penalty 2698.639060 = -470594.868074
  nChanged 3
		SP:Iteration 31Q (48853.440000 sec): 3 clusters
  Score: Raw -473294.240516 + Penalty 2698.639060 = -470595.601456
  nChanged 4
		SP:Iteration 32Q (48853.520000 sec): 3 clusters
  Score: Raw -473295.628032 + Penalty 2698.639060 = -470596.988972
  nChanged 5
		SP:Iteration 33Q (48853.590000 sec): 3 clusters
  Score: Raw -473297.009595 + Penalty 2698.639060 = -470598.370536
  nChanged 5
		SP:Iteration 34Q (48853.660000 sec): 3 clusters
  Score: Raw -473299.062928 + Penalty 2698.639060 = -470600.423869
  nChanged 3
		SP:Iteration 35Q (48853.730000 sec): 3 clusters
  Score: Raw -473299.819835 + Penalty 2698.639060 = -470601.180775
  nChanged 3
		SP:Iteration 36Q (48853.800000 sec): 3 clusters
  Score: Raw -473300.898786 + Penalty 2698.639060 = -470602.259726
  nChanged 8
		SP:Iteration 37Q (48853.880000 sec): 3 clusters
  Score: Raw -473304.083300 + Penalty 2698.639060 = -470605.444240
  nChanged 9
		SP:Iteration 38Q (48853.950000 sec): 3 clusters
  Score: Raw -473307.348253 + Penalty 2698.639060 = -470608.709194
  nChanged 8
		SP:Iteration 39Q (48854.020000 sec): 3 clusters
  Score: Raw -473310.666113 + Penalty 2698.639060 = -470612.027053
  nChanged 12
		SP:Iteration 40F (48854.090000 sec): 3 clusters
  Score: Raw -473314.411081 + Penalty 2698.639060 = -470615.772021
  nChanged 5
		SP:Iteration 41Q (48854.160000 sec): 3 clusters
  Score: Raw -473315.485664 + Penalty 2698.639060 = -470616.846605
  nChanged 5
		SP:Iteration 42Q (48854.240000 sec): 3 clusters
  Score: Raw -473317.157367 + Penalty 2698.639060 = -470618.518307
  nChanged 4
		SP:Iteration 43Q (48854.300000 sec): 3 clusters
  Score: Raw -473318.177196 + Penalty 2698.639060 = -470619.538136
  nChanged 4
		SP:Iteration 44Q (48854.380000 sec): 3 clusters
  Score: Raw -473319.076125 + Penalty 2698.639060 = -470620.437065
  nChanged 3
		SP:Iteration 45Q (48854.450000 sec): 3 clusters
  Score: Raw -473319.688210 + Penalty 2698.639060 = -470621.049151
  nChanged 2
		SP:Iteration 46Q (48854.520000 sec): 3 clusters
  Score: Raw -473319.946941 + Penalty 2698.639060 = -470621.307881
  nChanged 0
		SP:Iteration 47F (48854.590000 sec): 3 clusters
  Score: Raw -473319.946941 + Penalty 2698.639060 = -470621.307881
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 29 (2341 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48854.660000 sec): 2 clusters
  Score: Raw -235536.713723 + Penalty 1260.729188 = -234275.984534
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48854.700000 sec): 3 clusters
  Score: Raw -234537.250214 + Penalty 2521.458377 = -232015.791837
  nChanged 878
		SP:Iteration 1F (48854.750000 sec): 3 clusters
  Score: Raw -235418.875246 + Penalty 2521.458377 = -232897.416869
  nChanged 240
		SP:Iteration 2F (48854.790000 sec): 3 clusters
  Score: Raw -235724.287896 + Penalty 2521.458377 = -233202.829519
  nChanged 169
		SP:Iteration 3F (48854.840000 sec): 3 clusters
  Score: Raw -235885.819536 + Penalty 2521.458377 = -233364.361159
  nChanged 116
		SP:Iteration 4Q (48854.880000 sec): 3 clusters
  Score: Raw -236006.767665 + Penalty 2521.458377 = -233485.309288
  nChanged 90
		SP:Iteration 5Q (48854.920000 sec): 3 clusters
  Score: Raw -236103.318837 + Penalty 2521.458377 = -233581.860460
  nChanged 74
		SP:Iteration 6Q (48854.960000 sec): 3 clusters
  Score: Raw -236174.862667 + Penalty 2521.458377 = -233653.404290
  nChanged 56
		SP:Iteration 7Q (48855.000000 sec): 3 clusters
  Score: Raw -236225.736509 + Penalty 2521.458377 = -233704.278132
  nChanged 42
		SP:Iteration 8Q (48855.050000 sec): 3 clusters
  Score: Raw -236255.344259 + Penalty 2521.458377 = -233733.885882
  nChanged 31
		SP:Iteration 9Q (48855.090000 sec): 3 clusters
  Score: Raw -236273.501347 + Penalty 2521.458377 = -233752.042970
  nChanged 22
		SP:Iteration 10Q (48855.130000 sec): 3 clusters
  Score: Raw -236285.599021 + Penalty 2521.458377 = -233764.140644
  nChanged 14
		SP:Iteration 11Q (48855.180000 sec): 3 clusters
  Score: Raw -236294.267542 + Penalty 2521.458377 = -233772.809165
  nChanged 11
		SP:Iteration 12Q (48855.220000 sec): 3 clusters
  Score: Raw -236298.981284 + Penalty 2521.458377 = -233777.522907
  nChanged 14
		SP:Iteration 13Q (48855.260000 sec): 3 clusters
  Score: Raw -236304.671600 + Penalty 2521.458377 = -233783.213223
  nChanged 9
		SP:Iteration 14Q (48855.300000 sec): 3 clusters
  Score: Raw -236311.272038 + Penalty 2521.458377 = -233789.813661
  nChanged 12
		SP:Iteration 15Q (48855.340000 sec): 3 clusters
  Score: Raw -236318.566675 + Penalty 2521.458377 = -233797.108298
  nChanged 10
		SP:Iteration 16Q (48855.380000 sec): 3 clusters
  Score: Raw -236322.450926 + Penalty 2521.458377 = -233800.992549
  nChanged 8
		SP:Iteration 17Q (48855.430000 sec): 3 clusters
  Score: Raw -236330.581561 + Penalty 2521.458377 = -233809.123184
  nChanged 20
		SP:Iteration 18Q (48855.470000 sec): 3 clusters
  Score: Raw -236345.717476 + Penalty 2521.458377 = -233824.259099
  nChanged 18
		SP:Iteration 19Q (48855.510000 sec): 3 clusters
  Score: Raw -236359.674466 + Penalty 2521.458377 = -233838.216089
  nChanged 23
		SP:Iteration 20F (48855.550000 sec): 3 clusters
  Score: Raw -236378.239407 + Penalty 2521.458377 = -233856.781031
  nChanged 19
		SP:Iteration 21Q (48855.600000 sec): 3 clusters
  Score: Raw -236389.842254 + Penalty 2521.458377 = -233868.383877
  nChanged 21
		SP:Iteration 22Q (48855.640000 sec): 3 clusters
  Score: Raw -236404.457375 + Penalty 2521.458377 = -233882.998998
  nChanged 13
		SP:Iteration 23Q (48855.680000 sec): 3 clusters
  Score: Raw -236411.414535 + Penalty 2521.458377 = -233889.956158
  nChanged 7
		SP:Iteration 24Q (48855.720000 sec): 3 clusters
  Score: Raw -236413.120015 + Penalty 2521.458377 = -233891.661638
  nChanged 1
		SP:Iteration 25Q (48855.760000 sec): 3 clusters
  Score: Raw -236413.512824 + Penalty 2521.458377 = -233892.054447
  nChanged 2
		SP:Iteration 26Q (48855.800000 sec): 3 clusters
  Score: Raw -236414.619882 + Penalty 2521.458377 = -233893.161505
  nChanged 5
		SP:Iteration 27Q (48855.850000 sec): 3 clusters
  Score: Raw -236417.702515 + Penalty 2521.458377 = -233896.244138
  nChanged 9
		SP:Iteration 28Q (48855.890000 sec): 3 clusters
  Score: Raw -236424.910954 + Penalty 2521.458377 = -233903.452577
  nChanged 10
		SP:Iteration 29Q (48855.930000 sec): 3 clusters
  Score: Raw -236435.649287 + Penalty 2521.458377 = -233914.190910
  nChanged 16
		SP:Iteration 30Q (48855.970000 sec): 3 clusters
  Score: Raw -236445.523162 + Penalty 2521.458377 = -233924.064786
  nChanged 9
		SP:Iteration 31Q (48856.010000 sec): 3 clusters
  Score: Raw -236449.448585 + Penalty 2521.458377 = -233927.990209
  nChanged 8
		SP:Iteration 32Q (48856.060000 sec): 3 clusters
  Score: Raw -236451.887744 + Penalty 2521.458377 = -233930.429367
  nChanged 1
		SP:Iteration 33Q (48856.100000 sec): 3 clusters
  Score: Raw -236452.406579 + Penalty 2521.458377 = -233930.948202
  nChanged 3
		SP:Iteration 34Q (48856.140000 sec): 3 clusters
  Score: Raw -236456.283575 + Penalty 2521.458377 = -233934.825198
  nChanged 6
		SP:Iteration 35Q (48856.180000 sec): 3 clusters
  Score: Raw -236459.009726 + Penalty 2521.458377 = -233937.551349
  nChanged 6
		SP:Iteration 36Q (48856.220000 sec): 3 clusters
  Score: Raw -236461.617419 + Penalty 2521.458377 = -233940.159042
  nChanged 5
		SP:Iteration 37Q (48856.260000 sec): 3 clusters
  Score: Raw -236464.844205 + Penalty 2521.458377 = -233943.385828
  nChanged 4
		SP:Iteration 38Q (48856.300000 sec): 3 clusters
  Score: Raw -236465.832940 + Penalty 2521.458377 = -233944.374563
  nChanged 0
		SP:Iteration 39F (48856.350000 sec): 3 clusters
  Score: Raw -236465.832940 + Penalty 2521.458377 = -233944.374563
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 30 (464 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48856.400000 sec): 2 clusters
  Score: Raw -52703.693268 + Penalty 997.731240 = -51705.962028
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48856.420000 sec): 3 clusters
  Score: Raw -52648.343857 + Penalty 1995.462479 = -50652.881377
  nChanged 105
		SP:Iteration 1F (48856.420000 sec): 3 clusters
  Score: Raw -52816.269276 + Penalty 1995.462479 = -50820.806797
  nChanged 33
		SP:Iteration 2F (48856.440000 sec): 3 clusters
  Score: Raw -52927.733136 + Penalty 1995.462479 = -50932.270657
  nChanged 26
		SP:Iteration 3F (48856.440000 sec): 3 clusters
  Score: Raw -53008.905136 + Penalty 1995.462479 = -51013.442657
  nChanged 19
		SP:Iteration 4Q (48856.450000 sec): 3 clusters
  Score: Raw -53063.554611 + Penalty 1995.462479 = -51068.092132
  nChanged 15
		SP:Iteration 5Q (48856.460000 sec): 3 clusters
  Score: Raw -53107.114286 + Penalty 1995.462479 = -51111.651806
  nChanged 7
		SP:Iteration 6Q (48856.470000 sec): 3 clusters
  Score: Raw -53118.403049 + Penalty 1995.462479 = -51122.940570
  nChanged 4
		SP:Iteration 7Q (48856.480000 sec): 3 clusters
  Score: Raw -53125.353806 + Penalty 1995.462479 = -51129.891326
  nChanged 2
		SP:Iteration 8Q (48856.490000 sec): 3 clusters
  Score: Raw -53127.916144 + Penalty 1995.462479 = -51132.453665
  nChanged 0
		SP:Iteration 9F (48856.500000 sec): 3 clusters
  Score: Raw -53127.916144 + Penalty 1995.462479 = -51132.453665
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 31 (902 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48856.560000 sec): 2 clusters
  Score: Raw -104794.400588 + Penalty 1105.749860 = -103688.650728
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48856.580000 sec): 3 clusters
  Score: Raw -104519.241957 + Penalty 2211.499719 = -102307.742238
  nChanged 260
		SP:Iteration 1F (48856.600000 sec): 3 clusters
  Score: Raw -104771.577332 + Penalty 2211.499719 = -102560.077613
  nChanged 66
		SP:Iteration 2F (48856.610000 sec): 3 clusters
  Score: Raw -104833.238791 + Penalty 2211.499719 = -102621.739072
  nChanged 34
		SP:Iteration 3Q (48856.630000 sec): 3 clusters
  Score: Raw -104863.192425 + Penalty 2211.499719 = -102651.692706
  nChanged 17
		SP:Iteration 4Q (48856.650000 sec): 3 clusters
  Score: Raw -104877.838115 + Penalty 2211.499719 = -102666.338396
  nChanged 9
		SP:Iteration 5Q (48856.660000 sec): 3 clusters
  Score: Raw -104885.955127 + Penalty 2211.499719 = -102674.455408
  nChanged 11
		SP:Iteration 6Q (48856.680000 sec): 3 clusters
  Score: Raw -104896.261335 + Penalty 2211.499719 = -102684.761616
  nChanged 7
		SP:Iteration 7Q (48856.700000 sec): 3 clusters
  Score: Raw -104902.088892 + Penalty 2211.499719 = -102690.589173
  nChanged 7
		SP:Iteration 8Q (48856.720000 sec): 3 clusters
  Score: Raw -104915.372452 + Penalty 2211.499719 = -102703.872733
  nChanged 6
		SP:Iteration 9Q (48856.740000 sec): 3 clusters
  Score: Raw -104921.661887 + Penalty 2211.499719 = -102710.162168
  nChanged 3
		SP:Iteration 10Q (48856.750000 sec): 3 clusters
  Score: Raw -104922.838005 + Penalty 2211.499719 = -102711.338286
  nChanged 2
		SP:Iteration 11Q (48856.770000 sec): 3 clusters
  Score: Raw -104923.640035 + Penalty 2211.499719 = -102712.140316
  nChanged 1
		SP:Iteration 12Q (48856.790000 sec): 3 clusters
  Score: Raw -104924.108233 + Penalty 2211.499719 = -102712.608514
  nChanged 1
		SP:Iteration 13Q (48856.800000 sec): 3 clusters
  Score: Raw -104924.556019 + Penalty 2211.499719 = -102713.056300
  nChanged 1
		SP:Iteration 14Q (48856.820000 sec): 3 clusters
  Score: Raw -104925.342833 + Penalty 2211.499719 = -102713.843114
  nChanged 2
		SP:Iteration 15Q (48856.840000 sec): 3 clusters
  Score: Raw -104926.105697 + Penalty 2211.499719 = -102714.605978
  nChanged 1
		SP:Iteration 16Q (48856.860000 sec): 3 clusters
  Score: Raw -104926.496607 + Penalty 2211.499719 = -102714.996888
  nChanged 0
		SP:Iteration 17F (48856.880000 sec): 3 clusters
  Score: Raw -104926.496607 + Penalty 2211.499719 = -102714.996888
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 32 (4280 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48856.950000 sec): 2 clusters
  Score: Raw -505586.725039 + Penalty 1358.777597 = -504227.947442
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48857.050000 sec): 3 clusters
  Score: Raw -503442.499070 + Penalty 2717.555194 = -500724.943876
  nChanged 1683
		SP:Iteration 1F (48857.140000 sec): 3 clusters
  Score: Raw -504445.679494 + Penalty 2717.555194 = -501728.124300
  nChanged 324
		SP:Iteration 2F (48857.220000 sec): 3 clusters
  Score: Raw -504635.136639 + Penalty 2717.555194 = -501917.581445
  nChanged 248
		SP:Iteration 3F (48857.290000 sec): 3 clusters
  Score: Raw -504778.096979 + Penalty 2717.555194 = -502060.541785
  nChanged 181
		SP:Iteration 4Q (48857.370000 sec): 3 clusters
  Score: Raw -504887.434233 + Penalty 2717.555194 = -502169.879039
  nChanged 160
		SP:Iteration 5Q (48857.450000 sec): 3 clusters
  Score: Raw -504982.443449 + Penalty 2717.555194 = -502264.888255
  nChanged 164
		SP:Iteration 6Q (48857.520000 sec): 3 clusters
  Score: Raw -505089.100162 + Penalty 2717.555194 = -502371.544968
  nChanged 158
		SP:Iteration 7Q (48857.600000 sec): 3 clusters
  Score: Raw -505191.074801 + Penalty 2717.555194 = -502473.519607
  nChanged 165
		SP:Iteration 8Q (48857.680000 sec): 3 clusters
  Score: Raw -505310.266895 + Penalty 2717.555194 = -502592.711702
  nChanged 161
		SP:Iteration 9Q (48857.750000 sec): 3 clusters
  Score: Raw -505414.470869 + Penalty 2717.555194 = -502696.915675
  nChanged 126
		SP:Iteration 10Q (48857.830000 sec): 3 clusters
  Score: Raw -505501.115139 + Penalty 2717.555194 = -502783.559945
  nChanged 105
		SP:Iteration 11Q (48857.900000 sec): 3 clusters
  Score: Raw -505569.804649 + Penalty 2717.555194 = -502852.249455
  nChanged 92
		SP:Iteration 12Q (48857.980000 sec): 3 clusters
  Score: Raw -505627.246596 + Penalty 2717.555194 = -502909.691402
  nChanged 61
		SP:Iteration 13Q (48858.060000 sec): 3 clusters
  Score: Raw -505669.496152 + Penalty 2717.555194 = -502951.940958
  nChanged 56
		SP:Iteration 14Q (48858.130000 sec): 3 clusters
  Score: Raw -505713.831973 + Penalty 2717.555194 = -502996.276780
  nChanged 50
		SP:Iteration 15Q (48858.210000 sec): 3 clusters
  Score: Raw -505765.908810 + Penalty 2717.555194 = -503048.353616
  nChanged 37
		SP:Iteration 16Q (48858.280000 sec): 3 clusters
  Score: Raw -505802.377397 + Penalty 2717.555194 = -503084.822203
  nChanged 32
		SP:Iteration 17Q (48858.360000 sec): 3 clusters
  Score: Raw -505826.551201 + Penalty 2717.555194 = -503108.996007
  nChanged 26
		SP:Iteration 18Q (48858.430000 sec): 3 clusters
  Score: Raw -505844.480637 + Penalty 2717.555194 = -503126.925443
  nChanged 19
		SP:Iteration 19Q (48858.500000 sec): 3 clusters
  Score: Raw -505856.664577 + Penalty 2717.555194 = -503139.109383
  nChanged 12
		SP:Iteration 20F (48858.580000 sec): 3 clusters
  Score: Raw -505862.814999 + Penalty 2717.555194 = -503145.259805
  nChanged 8
		SP:Iteration 21Q (48858.660000 sec): 3 clusters
  Score: Raw -505868.686342 + Penalty 2717.555194 = -503151.131148
  nChanged 6
		SP:Iteration 22Q (48858.740000 sec): 3 clusters
  Score: Raw -505871.600206 + Penalty 2717.555194 = -503154.045012
  nChanged 3
		SP:Iteration 23Q (48858.810000 sec): 3 clusters
  Score: Raw -505873.084554 + Penalty 2717.555194 = -503155.529360
  nChanged 2
		SP:Iteration 24Q (48858.880000 sec): 3 clusters
  Score: Raw -505873.429232 + Penalty 2717.555194 = -503155.874038
  nChanged 0
		SP:Iteration 25F (48858.960000 sec): 3 clusters
  Score: Raw -505873.429232 + Penalty 2717.555194 = -503155.874038
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 33 (12995 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48859.110000 sec): 2 clusters
  Score: Raw -1646473.289798 + Penalty 1539.251991 = -1644934.037807
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48859.320000 sec): 3 clusters
  Score: Raw -1638903.323688 + Penalty 3078.503983 = -1635824.819705
  nChanged 5767
		SP:Iteration 1F (48859.510000 sec): 3 clusters
  Score: Raw -1641977.009911 + Penalty 3078.503983 = -1638898.505929
  nChanged 699
		SP:Iteration 2F (48859.730000 sec): 3 clusters
  Score: Raw -1642231.737882 + Penalty 3078.503983 = -1639153.233899
  nChanged 584
		SP:Iteration 3Q (48859.900000 sec): 3 clusters
  Score: Raw -1642439.271158 + Penalty 3078.503983 = -1639360.767175
  nChanged 586
		SP:Iteration 4Q (48860.090000 sec): 3 clusters
  Score: Raw -1642645.740803 + Penalty 3078.503983 = -1639567.236820
  nChanged 512
		SP:Iteration 5Q (48860.280000 sec): 3 clusters
  Score: Raw -1642836.602355 + Penalty 3078.503983 = -1639758.098372
  nChanged 503
		SP:Iteration 6Q (48860.490000 sec): 3 clusters
  Score: Raw -1643030.348204 + Penalty 3078.503983 = -1639951.844221
  nChanged 509
		SP:Iteration 7Q (48860.670000 sec): 3 clusters
  Score: Raw -1643230.864967 + Penalty 3078.503983 = -1640152.360984
  nChanged 471
		SP:Iteration 8Q (48860.860000 sec): 3 clusters
  Score: Raw -1643434.590842 + Penalty 3078.503983 = -1640356.086859
  nChanged 478
		SP:Iteration 9Q (48861.040000 sec): 3 clusters
  Score: Raw -1643657.110974 + Penalty 3078.503983 = -1640578.606991
  nChanged 514
		SP:Iteration 10Q (48861.250000 sec): 3 clusters
  Score: Raw -1643928.276096 + Penalty 3078.503983 = -1640849.772113
  nChanged 513
		SP:Iteration 11Q (48861.430000 sec): 3 clusters
  Score: Raw -1644225.279691 + Penalty 3078.503983 = -1641146.775708
  nChanged 526
		SP:Iteration 12Q (48861.620000 sec): 3 clusters
  Score: Raw -1644557.333525 + Penalty 3078.503983 = -1641478.829543
  nChanged 532
		SP:Iteration 13Q (48861.810000 sec): 3 clusters
  Score: Raw -1644927.042115 + Penalty 3078.503983 = -1641848.538132
  nChanged 501
		SP:Iteration 14Q (48862.000000 sec): 3 clusters
  Score: Raw -1645284.036691 + Penalty 3078.503983 = -1642205.532709
  nChanged 469
		SP:Iteration 15Q (48862.210000 sec): 3 clusters
  Score: Raw -1645593.493630 + Penalty 3078.503983 = -1642514.989647
  nChanged 344
		SP:Iteration 16Q (48862.420000 sec): 3 clusters
  Score: Raw -1645812.887613 + Penalty 3078.503983 = -1642734.383630
  nChanged 281
		SP:Iteration 17Q (48862.620000 sec): 3 clusters
  Score: Raw -1645989.405202 + Penalty 3078.503983 = -1642910.901219
  nChanged 230
		SP:Iteration 18Q (48862.810000 sec): 3 clusters
  Score: Raw -1646134.980651 + Penalty 3078.503983 = -1643056.476668
  nChanged 195
		SP:Iteration 19Q (48862.990000 sec): 3 clusters
  Score: Raw -1646276.633471 + Penalty 3078.503983 = -1643198.129488
  nChanged 194
		SP:Iteration 20F (48863.200000 sec): 3 clusters
  Score: Raw -1646431.798618 + Penalty 3078.503983 = -1643353.294635
  nChanged 167
		SP:Iteration 21Q (48863.360000 sec): 3 clusters
  Score: Raw -1646568.373438 + Penalty 3078.503983 = -1643489.869455
  nChanged 137
		SP:Iteration 22Q (48863.540000 sec): 3 clusters
  Score: Raw -1646675.197012 + Penalty 3078.503983 = -1643596.693029
  nChanged 109
		SP:Iteration 23Q (48863.720000 sec): 3 clusters
  Score: Raw -1646740.240812 + Penalty 3078.503983 = -1643661.736829
  nChanged 93
		SP:Iteration 24Q (48863.890000 sec): 3 clusters
  Score: Raw -1646787.601062 + Penalty 3078.503983 = -1643709.097079
  nChanged 73
		SP:Iteration 25Q (48864.060000 sec): 3 clusters
  Score: Raw -1646819.400188 + Penalty 3078.503983 = -1643740.896206
  nChanged 59
		SP:Iteration 26Q (48864.260000 sec): 3 clusters
  Score: Raw -1646844.550396 + Penalty 3078.503983 = -1643766.046413
  nChanged 53
		SP:Iteration 27Q (48864.460000 sec): 3 clusters
  Score: Raw -1646866.679845 + Penalty 3078.503983 = -1643788.175863
  nChanged 51
		SP:Iteration 28Q (48864.630000 sec): 3 clusters
  Score: Raw -1646883.839935 + Penalty 3078.503983 = -1643805.335953
  nChanged 35
		SP:Iteration 29Q (48864.800000 sec): 3 clusters
  Score: Raw -1646897.585918 + Penalty 3078.503983 = -1643819.081936
  nChanged 27
		SP:Iteration 30Q (48865.000000 sec): 3 clusters
  Score: Raw -1646904.557126 + Penalty 3078.503983 = -1643826.053143
  nChanged 23
		SP:Iteration 31Q (48865.180000 sec): 3 clusters
  Score: Raw -1646909.747010 + Penalty 3078.503983 = -1643831.243027
  nChanged 23
		SP:Iteration 32Q (48865.350000 sec): 3 clusters
  Score: Raw -1646915.106216 + Penalty 3078.503983 = -1643836.602233
  nChanged 18
		SP:Iteration 33Q (48865.550000 sec): 3 clusters
  Score: Raw -1646919.669017 + Penalty 3078.503983 = -1643841.165034
  nChanged 16
		SP:Iteration 34Q (48865.720000 sec): 3 clusters
  Score: Raw -1646922.719035 + Penalty 3078.503983 = -1643844.215052
  nChanged 8
		SP:Iteration 35Q (48865.890000 sec): 3 clusters
  Score: Raw -1646923.945693 + Penalty 3078.503983 = -1643845.441711
  nChanged 6
		SP:Iteration 36Q (48866.090000 sec): 3 clusters
  Score: Raw -1646925.009871 + Penalty 3078.503983 = -1643846.505888
  nChanged 8
		SP:Iteration 37Q (48866.260000 sec): 3 clusters
  Score: Raw -1646926.296572 + Penalty 3078.503983 = -1643847.792589
  nChanged 6
		SP:Iteration 38Q (48866.430000 sec): 3 clusters
  Score: Raw -1646927.265210 + Penalty 3078.503983 = -1643848.761227
  nChanged 0
		SP:Iteration 39F (48866.640000 sec): 3 clusters
  Score: Raw -1646927.265210 + Penalty 3078.503983 = -1643848.761227
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 34 (701 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48866.700000 sec): 2 clusters
  Score: Raw -81625.520260 + Penalty 1064.782532 = -80560.737728
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48866.720000 sec): 3 clusters
  Score: Raw -81478.734429 + Penalty 2129.565063 = -79349.169366
  nChanged 198
		SP:Iteration 1F (48866.730000 sec): 3 clusters
  Score: Raw -81770.805725 + Penalty 2129.565063 = -79641.240662
  nChanged 60
		SP:Iteration 2F (48866.750000 sec): 3 clusters
  Score: Raw -81929.615335 + Penalty 2129.565063 = -79800.050272
  nChanged 47
		SP:Iteration 3F (48866.760000 sec): 3 clusters
  Score: Raw -82093.832869 + Penalty 2129.565063 = -79964.267805
  nChanged 41
		SP:Iteration 4F (48866.780000 sec): 3 clusters
  Score: Raw -82195.745065 + Penalty 2129.565063 = -80066.180001
  nChanged 31
		SP:Iteration 5Q (48866.790000 sec): 3 clusters
  Score: Raw -82260.721316 + Penalty 2129.565063 = -80131.156253
  nChanged 22
		SP:Iteration 6Q (48866.810000 sec): 3 clusters
  Score: Raw -82294.778744 + Penalty 2129.565063 = -80165.213680
  nChanged 7
		SP:Iteration 7Q (48866.820000 sec): 3 clusters
  Score: Raw -82309.108138 + Penalty 2129.565063 = -80179.543075
  nChanged 5
		SP:Iteration 8Q (48866.840000 sec): 3 clusters
  Score: Raw -82319.852767 + Penalty 2129.565063 = -80190.287704
  nChanged 3
		SP:Iteration 9Q (48866.850000 sec): 3 clusters
  Score: Raw -82322.521336 + Penalty 2129.565063 = -80192.956272
  nChanged 0
		SP:Iteration 10F (48866.860000 sec): 3 clusters
  Score: Raw -82322.521336 + Penalty 2129.565063 = -80192.956272
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 35 (2211 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48866.940000 sec): 2 clusters
  Score: Raw -254576.494137 + Penalty 1251.445029 = -253325.049107
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48866.980000 sec): 3 clusters
  Score: Raw -253646.359508 + Penalty 2502.890059 = -251143.469449
  nChanged 797
		SP:Iteration 1F (48867.020000 sec): 3 clusters
  Score: Raw -254241.277450 + Penalty 2502.890059 = -251738.387391
  nChanged 209
		SP:Iteration 2F (48867.060000 sec): 3 clusters
  Score: Raw -254454.863685 + Penalty 2502.890059 = -251951.973626
  nChanged 172
		SP:Iteration 3F (48867.100000 sec): 3 clusters
  Score: Raw -254653.644847 + Penalty 2502.890059 = -252150.754788
  nChanged 152
		SP:Iteration 4F (48867.140000 sec): 3 clusters
  Score: Raw -254840.016807 + Penalty 2502.890059 = -252337.126749
  nChanged 133
		SP:Iteration 5F (48867.180000 sec): 3 clusters
  Score: Raw -255004.846058 + Penalty 2502.890059 = -252501.955999
  nChanged 102
		SP:Iteration 6Q (48867.220000 sec): 3 clusters
  Score: Raw -255119.215636 + Penalty 2502.890059 = -252616.325577
  nChanged 66
		SP:Iteration 7Q (48867.260000 sec): 3 clusters
  Score: Raw -255173.831421 + Penalty 2502.890059 = -252670.941362
  nChanged 44
		SP:Iteration 8Q (48867.310000 sec): 3 clusters
  Score: Raw -255210.166029 + Penalty 2502.890059 = -252707.275970
  nChanged 32
		SP:Iteration 9Q (48867.350000 sec): 3 clusters
  Score: Raw -255231.698624 + Penalty 2502.890059 = -252728.808566
  nChanged 23
		SP:Iteration 10Q (48867.390000 sec): 3 clusters
  Score: Raw -255249.474868 + Penalty 2502.890059 = -252746.584809
  nChanged 17
		SP:Iteration 11Q (48867.430000 sec): 3 clusters
  Score: Raw -255260.187944 + Penalty 2502.890059 = -252757.297885
  nChanged 13
		SP:Iteration 12Q (48867.470000 sec): 3 clusters
  Score: Raw -255266.966335 + Penalty 2502.890059 = -252764.076277
  nChanged 9
		SP:Iteration 13Q (48867.510000 sec): 3 clusters
  Score: Raw -255272.179557 + Penalty 2502.890059 = -252769.289498
  nChanged 9
		SP:Iteration 14Q (48867.550000 sec): 3 clusters
  Score: Raw -255280.572897 + Penalty 2502.890059 = -252777.682838
  nChanged 6
		SP:Iteration 15Q (48867.590000 sec): 3 clusters
  Score: Raw -255284.687848 + Penalty 2502.890059 = -252781.797789
  nChanged 2
		SP:Iteration 16Q (48867.630000 sec): 3 clusters
  Score: Raw -255285.688186 + Penalty 2502.890059 = -252782.798127
  nChanged 2
		SP:Iteration 17Q (48867.670000 sec): 3 clusters
  Score: Raw -255286.799233 + Penalty 2502.890059 = -252783.909174
  nChanged 3
		SP:Iteration 18Q (48867.710000 sec): 3 clusters
  Score: Raw -255288.978531 + Penalty 2502.890059 = -252786.088473
  nChanged 3
		SP:Iteration 19Q (48867.750000 sec): 3 clusters
  Score: Raw -255290.336050 + Penalty 2502.890059 = -252787.445991
  nChanged 6
		SP:Iteration 20F (48867.790000 sec): 3 clusters
  Score: Raw -255293.044547 + Penalty 2502.890059 = -252790.154488
  nChanged 4
		SP:Iteration 21Q (48867.830000 sec): 3 clusters
  Score: Raw -255295.619605 + Penalty 2502.890059 = -252792.729547
  nChanged 5
		SP:Iteration 22Q (48867.870000 sec): 3 clusters
  Score: Raw -255298.579060 + Penalty 2502.890059 = -252795.689002
  nChanged 4
		SP:Iteration 23Q (48867.910000 sec): 3 clusters
  Score: Raw -255300.415814 + Penalty 2502.890059 = -252797.525755
  nChanged 3
		SP:Iteration 24Q (48867.950000 sec): 3 clusters
  Score: Raw -255301.741268 + Penalty 2502.890059 = -252798.851209
  nChanged 0
		SP:Iteration 25F (48867.990000 sec): 3 clusters
  Score: Raw -255301.741268 + Penalty 2502.890059 = -252798.851209
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 36 (28292 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48868.220000 sec): 2 clusters
  Score: Raw -3538625.695299 + Penalty 1665.679333 = -3536960.015965
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48868.520000 sec): 3 clusters
  Score: Raw -3521207.219863 + Penalty 3331.358666 = -3517875.861196
  nChanged 12908
		SP:Iteration 1F (48868.830000 sec): 3 clusters
  Score: Raw -3528269.849450 + Penalty 3331.358666 = -3524938.490783
  nChanged 1154
		SP:Iteration 2Q (48869.170000 sec): 3 clusters
  Score: Raw -3528634.072154 + Penalty 3331.358666 = -3525302.713488
  nChanged 1227
		SP:Iteration 3Q (48869.510000 sec): 3 clusters
  Score: Raw -3529073.059665 + Penalty 3331.358666 = -3525741.700999
  nChanged 1364
		SP:Iteration 4Q (48869.840000 sec): 3 clusters
  Score: Raw -3529648.483960 + Penalty 3331.358666 = -3526317.125294
  nChanged 1511
		SP:Iteration 5F (48870.150000 sec): 3 clusters
  Score: Raw -3530412.544443 + Penalty 3331.358666 = -3527081.185776
  nChanged 1791
		SP:Iteration 6F (48870.450000 sec): 3 clusters
  Score: Raw -3531492.527617 + Penalty 3331.358666 = -3528161.168951
  nChanged 2004
		SP:Iteration 7F (48870.780000 sec): 3 clusters
  Score: Raw -3532982.138866 + Penalty 3331.358666 = -3529650.780200
  nChanged 2102
		SP:Iteration 8F (48871.100000 sec): 3 clusters
  Score: Raw -3534823.520294 + Penalty 3331.358666 = -3531492.161628
  nChanged 1823
		SP:Iteration 9F (48871.430000 sec): 3 clusters
  Score: Raw -3536521.396963 + Penalty 3331.358666 = -3533190.038296
  nChanged 1220
		SP:Iteration 10Q (48871.760000 sec): 3 clusters
  Score: Raw -3537673.760437 + Penalty 3331.358666 = -3534342.401770
  nChanged 652
		SP:Iteration 11Q (48872.040000 sec): 3 clusters
  Score: Raw -3538288.060753 + Penalty 3331.358666 = -3534956.702087
  nChanged 274
		SP:Iteration 12Q (48872.330000 sec): 3 clusters
  Score: Raw -3538570.942001 + Penalty 3331.358666 = -3535239.583334
  nChanged 106
		SP:Iteration 13Q (48872.590000 sec): 3 clusters
  Score: Raw -3538691.145717 + Penalty 3331.358666 = -3535359.787051
  nChanged 50
		SP:Iteration 14Q (48872.890000 sec): 3 clusters
  Score: Raw -3538740.995546 + Penalty 3331.358666 = -3535409.636880
  nChanged 20
		SP:Iteration 15Q (48873.150000 sec): 3 clusters
  Score: Raw -3538763.930330 + Penalty 3331.358666 = -3535432.571663
  nChanged 15
		SP:Iteration 16Q (48873.460000 sec): 3 clusters
  Score: Raw -3538787.341344 + Penalty 3331.358666 = -3535455.982678
  nChanged 15
		SP:Iteration 17Q (48873.750000 sec): 3 clusters
  Score: Raw -3538812.750367 + Penalty 3331.358666 = -3535481.391701
  nChanged 10
		SP:Iteration 18Q (48874.040000 sec): 3 clusters
  Score: Raw -3538828.319013 + Penalty 3331.358666 = -3535496.960347
  nChanged 9
		SP:Iteration 19Q (48874.350000 sec): 3 clusters
  Score: Raw -3538840.237849 + Penalty 3331.358666 = -3535508.879183
  nChanged 6
		SP:Iteration 20F (48874.630000 sec): 3 clusters
  Score: Raw -3538849.789059 + Penalty 3331.358666 = -3535518.430393
  nChanged 4
		SP:Iteration 21Q (48874.910000 sec): 3 clusters
  Score: Raw -3538853.836939 + Penalty 3331.358666 = -3535522.478272
  nChanged 1
		SP:Iteration 22Q (48875.170000 sec): 3 clusters
  Score: Raw -3538854.823057 + Penalty 3331.358666 = -3535523.464391
  nChanged 0
		SP:Iteration 23F (48875.510000 sec): 3 clusters
  Score: Raw -3538854.823057 + Penalty 3331.358666 = -3535523.464391
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 37 (4398 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48875.580000 sec): 2 clusters
  Score: Raw -495670.636925 + Penalty 1363.197090 = -494307.439834
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48875.670000 sec): 3 clusters
  Score: Raw -493473.242155 + Penalty 2726.394181 = -490746.847975
  nChanged 1747
		SP:Iteration 1F (48875.750000 sec): 3 clusters
  Score: Raw -494469.262672 + Penalty 2726.394181 = -491742.868492
  nChanged 336
		SP:Iteration 2F (48875.830000 sec): 3 clusters
  Score: Raw -494678.097250 + Penalty 2726.394181 = -491951.703069
  nChanged 245
		SP:Iteration 3F (48875.910000 sec): 3 clusters
  Score: Raw -494818.554621 + Penalty 2726.394181 = -492092.160441
  nChanged 186
		SP:Iteration 4Q (48875.990000 sec): 3 clusters
  Score: Raw -494919.417232 + Penalty 2726.394181 = -492193.023051
  nChanged 153
		SP:Iteration 5Q (48876.070000 sec): 3 clusters
  Score: Raw -495005.765936 + Penalty 2726.394181 = -492279.371755
  nChanged 153
		SP:Iteration 6Q (48876.150000 sec): 3 clusters
  Score: Raw -495082.354357 + Penalty 2726.394181 = -492355.960177
  nChanged 122
		SP:Iteration 7Q (48876.230000 sec): 3 clusters
  Score: Raw -495142.690239 + Penalty 2726.394181 = -492416.296059
  nChanged 107
		SP:Iteration 8Q (48876.300000 sec): 3 clusters
  Score: Raw -495189.728902 + Penalty 2726.394181 = -492463.334721
  nChanged 92
		SP:Iteration 9Q (48876.380000 sec): 3 clusters
  Score: Raw -495222.069694 + Penalty 2726.394181 = -492495.675513
  nChanged 73
		SP:Iteration 10Q (48876.460000 sec): 3 clusters
  Score: Raw -495250.135485 + Penalty 2726.394181 = -492523.741304
  nChanged 69
		SP:Iteration 11Q (48876.540000 sec): 3 clusters
  Score: Raw -495279.465164 + Penalty 2726.394181 = -492553.070984
  nChanged 79
		SP:Iteration 12Q (48876.620000 sec): 3 clusters
  Score: Raw -495313.208967 + Penalty 2726.394181 = -492586.814786
  nChanged 72
		SP:Iteration 13Q (48876.700000 sec): 3 clusters
  Score: Raw -495344.637965 + Penalty 2726.394181 = -492618.243785
  nChanged 69
		SP:Iteration 14Q (48876.770000 sec): 3 clusters
  Score: Raw -495375.128204 + Penalty 2726.394181 = -492648.734023
  nChanged 75
		SP:Iteration 15Q (48876.850000 sec): 3 clusters
  Score: Raw -495406.936655 + Penalty 2726.394181 = -492680.542475
  nChanged 78
		SP:Iteration 16Q (48876.930000 sec): 3 clusters
  Score: Raw -495443.929459 + Penalty 2726.394181 = -492717.535278
  nChanged 82
		SP:Iteration 17Q (48877.010000 sec): 3 clusters
  Score: Raw -495482.361388 + Penalty 2726.394181 = -492755.967208
  nChanged 84
		SP:Iteration 18Q (48877.090000 sec): 3 clusters
  Score: Raw -495523.065668 + Penalty 2726.394181 = -492796.671488
  nChanged 82
		SP:Iteration 19Q (48877.170000 sec): 3 clusters
  Score: Raw -495560.298106 + Penalty 2726.394181 = -492833.903926
  nChanged 71
		SP:Iteration 20F (48877.250000 sec): 3 clusters
  Score: Raw -495591.747790 + Penalty 2726.394181 = -492865.353610
  nChanged 61
		SP:Iteration 21Q (48877.330000 sec): 3 clusters
  Score: Raw -495623.788984 + Penalty 2726.394181 = -492897.394803
  nChanged 65
		SP:Iteration 22Q (48877.410000 sec): 3 clusters
  Score: Raw -495659.420575 + Penalty 2726.394181 = -492933.026394
  nChanged 67
		SP:Iteration 23Q (48877.480000 sec): 3 clusters
  Score: Raw -495700.043252 + Penalty 2726.394181 = -492973.649072
  nChanged 65
		SP:Iteration 24Q (48877.560000 sec): 3 clusters
  Score: Raw -495736.969737 + Penalty 2726.394181 = -493010.575557
  nChanged 65
		SP:Iteration 25Q (48877.640000 sec): 3 clusters
  Score: Raw -495772.596260 + Penalty 2726.394181 = -493046.202080
  nChanged 62
		SP:Iteration 26Q (48877.710000 sec): 3 clusters
  Score: Raw -495811.735822 + Penalty 2726.394181 = -493085.341641
  nChanged 55
		SP:Iteration 27Q (48877.790000 sec): 3 clusters
  Score: Raw -495845.059864 + Penalty 2726.394181 = -493118.665683
  nChanged 46
		SP:Iteration 28Q (48877.870000 sec): 3 clusters
  Score: Raw -495875.766182 + Penalty 2726.394181 = -493149.372002
  nChanged 47
		SP:Iteration 29Q (48877.950000 sec): 3 clusters
  Score: Raw -495903.757449 + Penalty 2726.394181 = -493177.363269
  nChanged 38
		SP:Iteration 30Q (48878.020000 sec): 3 clusters
  Score: Raw -495923.402374 + Penalty 2726.394181 = -493197.008193
  nChanged 30
		SP:Iteration 31Q (48878.100000 sec): 3 clusters
  Score: Raw -495939.451382 + Penalty 2726.394181 = -493213.057202
  nChanged 18
		SP:Iteration 32Q (48878.170000 sec): 3 clusters
  Score: Raw -495947.910025 + Penalty 2726.394181 = -493221.515844
  nChanged 14
		SP:Iteration 33Q (48878.250000 sec): 3 clusters
  Score: Raw -495954.358134 + Penalty 2726.394181 = -493227.963953
  nChanged 14
		SP:Iteration 34Q (48878.330000 sec): 3 clusters
  Score: Raw -495958.873752 + Penalty 2726.394181 = -493232.479571
  nChanged 13
		SP:Iteration 35Q (48878.400000 sec): 3 clusters
  Score: Raw -495963.199048 + Penalty 2726.394181 = -493236.804867
  nChanged 6
		SP:Iteration 36Q (48878.480000 sec): 3 clusters
  Score: Raw -495966.218216 + Penalty 2726.394181 = -493239.824036
  nChanged 5
		SP:Iteration 37Q (48878.560000 sec): 3 clusters
  Score: Raw -495968.564386 + Penalty 2726.394181 = -493242.170206
  nChanged 5
		SP:Iteration 38Q (48878.630000 sec): 3 clusters
  Score: Raw -495970.422492 + Penalty 2726.394181 = -493244.028311
  nChanged 3
		SP:Iteration 39Q (48878.710000 sec): 3 clusters
  Score: Raw -495971.093149 + Penalty 2726.394181 = -493244.698968
  nChanged 3
		SP:Iteration 40F (48878.790000 sec): 3 clusters
  Score: Raw -495971.712134 + Penalty 2726.394181 = -493245.317954
  nChanged 3
		SP:Iteration 41Q (48878.860000 sec): 3 clusters
  Score: Raw -495973.300533 + Penalty 2726.394181 = -493246.906353
  nChanged 5
		SP:Iteration 42Q (48878.940000 sec): 3 clusters
  Score: Raw -495975.689337 + Penalty 2726.394181 = -493249.295156
  nChanged 8
		SP:Iteration 43Q (48879.010000 sec): 3 clusters
  Score: Raw -495978.588009 + Penalty 2726.394181 = -493252.193829
  nChanged 10
		SP:Iteration 44Q (48879.090000 sec): 3 clusters
  Score: Raw -495982.468995 + Penalty 2726.394181 = -493256.074815
  nChanged 10
		SP:Iteration 45Q (48879.160000 sec): 3 clusters
  Score: Raw -495985.278570 + Penalty 2726.394181 = -493258.884390
  nChanged 8
		SP:Iteration 46Q (48879.240000 sec): 3 clusters
  Score: Raw -495987.934317 + Penalty 2726.394181 = -493261.540137
  nChanged 4
		SP:Iteration 47Q (48879.320000 sec): 3 clusters
  Score: Raw -495988.604986 + Penalty 2726.394181 = -493262.210806
  nChanged 4
		SP:Iteration 48Q (48879.390000 sec): 3 clusters
  Score: Raw -495989.832489 + Penalty 2726.394181 = -493263.438308
  nChanged 3
		SP:Iteration 49Q (48879.470000 sec): 3 clusters
  Score: Raw -495991.328072 + Penalty 2726.394181 = -493264.933892
  nChanged 7
		SP:Iteration 50Q (48879.540000 sec): 3 clusters
  Score: Raw -495993.671362 + Penalty 2726.394181 = -493267.277182
  nChanged 2
		SP:Iteration 51Q (48879.620000 sec): 3 clusters
  Score: Raw -495994.075488 + Penalty 2726.394181 = -493267.681308
  nChanged 0
		SP:Iteration 52F (48879.700000 sec): 3 clusters
  Score: Raw -495994.075488 + Penalty 2726.394181 = -493267.681308
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 38 (12970 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48879.840000 sec): 2 clusters
  Score: Raw -1563771.198051 + Penalty 1538.939070 = -1562232.258981
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48880.030000 sec): 3 clusters
  Score: Raw -1556246.482341 + Penalty 3077.878140 = -1553168.604201
  nChanged 5718
		SP:Iteration 1F (48880.220000 sec): 3 clusters
  Score: Raw -1559343.606436 + Penalty 3077.878140 = -1556265.728296
  nChanged 838
		SP:Iteration 2F (48880.410000 sec): 3 clusters
  Score: Raw -1559788.691803 + Penalty 3077.878140 = -1556710.813662
  nChanged 787
		SP:Iteration 3F (48880.610000 sec): 3 clusters
  Score: Raw -1560216.330262 + Penalty 3077.878140 = -1557138.452122
  nChanged 732
		SP:Iteration 4F (48880.800000 sec): 3 clusters
  Score: Raw -1560625.583848 + Penalty 3077.878140 = -1557547.705708
  nChanged 676
		SP:Iteration 5F (48880.990000 sec): 3 clusters
  Score: Raw -1560988.630905 + Penalty 3077.878140 = -1557910.752765
  nChanged 639
		SP:Iteration 6Q (48881.180000 sec): 3 clusters
  Score: Raw -1561356.027268 + Penalty 3077.878140 = -1558278.149128
  nChanged 624
		SP:Iteration 7Q (48881.380000 sec): 3 clusters
  Score: Raw -1561765.140414 + Penalty 3077.878140 = -1558687.262274
  nChanged 595
		SP:Iteration 8Q (48881.580000 sec): 3 clusters
  Score: Raw -1562200.288378 + Penalty 3077.878140 = -1559122.410237
  nChanged 543
		SP:Iteration 9Q (48881.780000 sec): 3 clusters
  Score: Raw -1562624.055297 + Penalty 3077.878140 = -1559546.177157
  nChanged 504
		SP:Iteration 10Q (48881.960000 sec): 3 clusters
  Score: Raw -1563014.525873 + Penalty 3077.878140 = -1559936.647733
  nChanged 422
		SP:Iteration 11Q (48882.160000 sec): 3 clusters
  Score: Raw -1563311.540460 + Penalty 3077.878140 = -1560233.662320
  nChanged 330
		SP:Iteration 12Q (48882.360000 sec): 3 clusters
  Score: Raw -1563485.710657 + Penalty 3077.878140 = -1560407.832517
  nChanged 267
		SP:Iteration 13Q (48882.540000 sec): 3 clusters
  Score: Raw -1563619.457726 + Penalty 3077.878140 = -1560541.579586
  nChanged 212
		SP:Iteration 14Q (48882.710000 sec): 3 clusters
  Score: Raw -1563711.294435 + Penalty 3077.878140 = -1560633.416295
  nChanged 173
		SP:Iteration 15Q (48882.910000 sec): 3 clusters
  Score: Raw -1563778.357838 + Penalty 3077.878140 = -1560700.479698
  nChanged 133
		SP:Iteration 16Q (48883.110000 sec): 3 clusters
  Score: Raw -1563825.178549 + Penalty 3077.878140 = -1560747.300409
  nChanged 98
		SP:Iteration 17Q (48883.290000 sec): 3 clusters
  Score: Raw -1563859.193812 + Penalty 3077.878140 = -1560781.315672
  nChanged 87
		SP:Iteration 18Q (48883.460000 sec): 3 clusters
  Score: Raw -1563886.055541 + Penalty 3077.878140 = -1560808.177400
  nChanged 61
		SP:Iteration 19Q (48883.660000 sec): 3 clusters
  Score: Raw -1563898.352089 + Penalty 3077.878140 = -1560820.473949
  nChanged 44
		SP:Iteration 20F (48883.850000 sec): 3 clusters
  Score: Raw -1563905.766462 + Penalty 3077.878140 = -1560827.888321
  nChanged 35
		SP:Iteration 21Q (48884.020000 sec): 3 clusters
  Score: Raw -1563911.296721 + Penalty 3077.878140 = -1560833.418581
  nChanged 33
		SP:Iteration 22Q (48884.200000 sec): 3 clusters
  Score: Raw -1563916.185080 + Penalty 3077.878140 = -1560838.306940
  nChanged 23
		SP:Iteration 23Q (48884.390000 sec): 3 clusters
  Score: Raw -1563919.752598 + Penalty 3077.878140 = -1560841.874458
  nChanged 21
		SP:Iteration 24Q (48884.560000 sec): 3 clusters
  Score: Raw -1563922.500475 + Penalty 3077.878140 = -1560844.622335
  nChanged 28
		SP:Iteration 25Q (48884.740000 sec): 3 clusters
  Score: Raw -1563927.399372 + Penalty 3077.878140 = -1560849.521232
  nChanged 22
		SP:Iteration 26Q (48884.940000 sec): 3 clusters
  Score: Raw -1563930.287054 + Penalty 3077.878140 = -1560852.408914
  nChanged 14
		SP:Iteration 27Q (48885.110000 sec): 3 clusters
  Score: Raw -1563932.441157 + Penalty 3077.878140 = -1560854.563017
  nChanged 15
		SP:Iteration 28Q (48885.290000 sec): 3 clusters
  Score: Raw -1563934.158262 + Penalty 3077.878140 = -1560856.280122
  nChanged 10
		SP:Iteration 29Q (48885.480000 sec): 3 clusters
  Score: Raw -1563935.200862 + Penalty 3077.878140 = -1560857.322722
  nChanged 5
		SP:Iteration 30Q (48885.660000 sec): 3 clusters
  Score: Raw -1563935.672128 + Penalty 3077.878140 = -1560857.793988
  nChanged 7
		SP:Iteration 31Q (48885.830000 sec): 3 clusters
  Score: Raw -1563936.306802 + Penalty 3077.878140 = -1560858.428662
  nChanged 3
		SP:Iteration 32Q (48886.030000 sec): 3 clusters
  Score: Raw -1563936.471386 + Penalty 3077.878140 = -1560858.593246
  nChanged 0
		SP:Iteration 33F (48886.220000 sec): 3 clusters
  Score: Raw -1563936.471386 + Penalty 3077.878140 = -1560858.593246
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 39 (1562 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48886.290000 sec): 2 clusters
  Score: Raw -179216.192286 + Penalty 1194.979879 = -178021.212407
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48886.320000 sec): 3 clusters
  Score: Raw -178667.283184 + Penalty 2389.959757 = -176277.323427
  nChanged 540
		SP:Iteration 1F (48886.350000 sec): 3 clusters
  Score: Raw -179267.753685 + Penalty 2389.959757 = -176877.793928
  nChanged 175
		SP:Iteration 2F (48886.390000 sec): 3 clusters
  Score: Raw -179494.239958 + Penalty 2389.959757 = -177104.280201
  nChanged 99
		SP:Iteration 3F (48886.420000 sec): 3 clusters
  Score: Raw -179633.308085 + Penalty 2389.959757 = -177243.348328
  nChanged 70
		SP:Iteration 4Q (48886.450000 sec): 3 clusters
  Score: Raw -179717.744453 + Penalty 2389.959757 = -177327.784695
  nChanged 41
		SP:Iteration 5Q (48886.480000 sec): 3 clusters
  Score: Raw -179760.039029 + Penalty 2389.959757 = -177370.079271
  nChanged 26
		SP:Iteration 6Q (48886.510000 sec): 3 clusters
  Score: Raw -179797.096070 + Penalty 2389.959757 = -177407.136313
  nChanged 29
		SP:Iteration 7Q (48886.540000 sec): 3 clusters
  Score: Raw -179825.094536 + Penalty 2389.959757 = -177435.134778
  nChanged 27
		SP:Iteration 8Q (48886.570000 sec): 3 clusters
  Score: Raw -179858.279179 + Penalty 2389.959757 = -177468.319422
  nChanged 30
		SP:Iteration 9Q (48886.600000 sec): 3 clusters
  Score: Raw -179903.846531 + Penalty 2389.959757 = -177513.886774
  nChanged 34
		SP:Iteration 10Q (48886.620000 sec): 3 clusters
  Score: Raw -179947.943735 + Penalty 2389.959757 = -177557.983977
  nChanged 43
		SP:Iteration 11Q (48886.650000 sec): 3 clusters
  Score: Raw -180016.240992 + Penalty 2389.959757 = -177626.281235
  nChanged 32
		SP:Iteration 12Q (48886.680000 sec): 3 clusters
  Score: Raw -180050.426426 + Penalty 2389.959757 = -177660.466669
  nChanged 22
		SP:Iteration 13Q (48886.710000 sec): 3 clusters
  Score: Raw -180078.184908 + Penalty 2389.959757 = -177688.225151
  nChanged 26
		SP:Iteration 14Q (48886.740000 sec): 3 clusters
  Score: Raw -180106.964621 + Penalty 2389.959757 = -177717.004864
  nChanged 20
		SP:Iteration 15Q (48886.770000 sec): 3 clusters
  Score: Raw -180124.150801 + Penalty 2389.959757 = -177734.191044
  nChanged 13
		SP:Iteration 16Q (48886.800000 sec): 3 clusters
  Score: Raw -180133.063580 + Penalty 2389.959757 = -177743.103823
  nChanged 8
		SP:Iteration 17Q (48886.820000 sec): 3 clusters
  Score: Raw -180138.176906 + Penalty 2389.959757 = -177748.217149
  nChanged 0
		SP:Iteration 18F (48886.850000 sec): 3 clusters
  Score: Raw -180138.176906 + Penalty 2389.959757 = -177748.217149
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 40 (2966 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48886.920000 sec): 2 clusters
  Score: Raw -318479.951978 + Penalty 1299.182547 = -317180.769430
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48886.980000 sec): 3 clusters
  Score: Raw -317105.323143 + Penalty 2598.365095 = -314506.958048
  nChanged 1159
		SP:Iteration 1F (48887.040000 sec): 3 clusters
  Score: Raw -318147.762517 + Penalty 2598.365095 = -315549.397422
  nChanged 349
		SP:Iteration 2F (48887.090000 sec): 3 clusters
  Score: Raw -318523.161120 + Penalty 2598.365095 = -315924.796025
  nChanged 214
		SP:Iteration 3F (48887.140000 sec): 3 clusters
  Score: Raw -318744.712896 + Penalty 2598.365095 = -316146.347801
  nChanged 148
		SP:Iteration 4Q (48887.200000 sec): 3 clusters
  Score: Raw -318867.547724 + Penalty 2598.365095 = -316269.182629
  nChanged 110
		SP:Iteration 5Q (48887.250000 sec): 3 clusters
  Score: Raw -318944.282591 + Penalty 2598.365095 = -316345.917496
  nChanged 80
		SP:Iteration 6Q (48887.310000 sec): 3 clusters
  Score: Raw -318996.228797 + Penalty 2598.365095 = -316397.863702
  nChanged 61
		SP:Iteration 7Q (48887.370000 sec): 3 clusters
  Score: Raw -319043.574543 + Penalty 2598.365095 = -316445.209448
  nChanged 46
		SP:Iteration 8Q (48887.420000 sec): 3 clusters
  Score: Raw -319065.480138 + Penalty 2598.365095 = -316467.115043
  nChanged 33
		SP:Iteration 9Q (48887.470000 sec): 3 clusters
  Score: Raw -319083.097332 + Penalty 2598.365095 = -316484.732237
  nChanged 23
		SP:Iteration 10Q (48887.530000 sec): 3 clusters
  Score: Raw -319097.240414 + Penalty 2598.365095 = -316498.875319
  nChanged 20
		SP:Iteration 11Q (48887.580000 sec): 3 clusters
  Score: Raw -319106.865801 + Penalty 2598.365095 = -316508.500706
  nChanged 20
		SP:Iteration 12Q (48887.630000 sec): 3 clusters
  Score: Raw -319115.476223 + Penalty 2598.365095 = -316517.111128
  nChanged 16
		SP:Iteration 13Q (48887.680000 sec): 3 clusters
  Score: Raw -319123.027328 + Penalty 2598.365095 = -316524.662233
  nChanged 17
		SP:Iteration 14Q (48887.740000 sec): 3 clusters
  Score: Raw -319129.489083 + Penalty 2598.365095 = -316531.123988
  nChanged 13
		SP:Iteration 15Q (48887.790000 sec): 3 clusters
  Score: Raw -319135.270730 + Penalty 2598.365095 = -316536.905635
  nChanged 12
		SP:Iteration 16Q (48887.840000 sec): 3 clusters
  Score: Raw -319141.684203 + Penalty 2598.365095 = -316543.319108
  nChanged 11
		SP:Iteration 17Q (48887.900000 sec): 3 clusters
  Score: Raw -319145.284493 + Penalty 2598.365095 = -316546.919398
  nChanged 8
		SP:Iteration 18Q (48887.950000 sec): 3 clusters
  Score: Raw -319148.537703 + Penalty 2598.365095 = -316550.172608
  nChanged 6
		SP:Iteration 19Q (48888.000000 sec): 3 clusters
  Score: Raw -319150.441488 + Penalty 2598.365095 = -316552.076393
  nChanged 8
		SP:Iteration 20F (48888.060000 sec): 3 clusters
  Score: Raw -319153.517619 + Penalty 2598.365095 = -316555.152524
  nChanged 8
		SP:Iteration 21Q (48888.110000 sec): 3 clusters
  Score: Raw -319156.034080 + Penalty 2598.365095 = -316557.668985
  nChanged 6
		SP:Iteration 22Q (48888.170000 sec): 3 clusters
  Score: Raw -319157.731610 + Penalty 2598.365095 = -316559.366515
  nChanged 5
		SP:Iteration 23Q (48888.220000 sec): 3 clusters
  Score: Raw -319159.254861 + Penalty 2598.365095 = -316560.889766
  nChanged 4
		SP:Iteration 24Q (48888.270000 sec): 3 clusters
  Score: Raw -319160.537872 + Penalty 2598.365095 = -316562.172777
  nChanged 2
		SP:Iteration 25Q (48888.330000 sec): 3 clusters
  Score: Raw -319160.802470 + Penalty 2598.365095 = -316562.437375
  nChanged 0
		SP:Iteration 26F (48888.380000 sec): 3 clusters
  Score: Raw -319160.802470 + Penalty 2598.365095 = -316562.437375
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 41 (10324 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48888.530000 sec): 2 clusters
  Score: Raw -1204032.622104 + Penalty 1501.861816 = -1202530.760287
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48888.690000 sec): 3 clusters
  Score: Raw -1198233.913322 + Penalty 3003.723632 = -1195230.189689
  nChanged 4547
		SP:Iteration 1F (48888.850000 sec): 3 clusters
  Score: Raw -1200737.644516 + Penalty 3003.723632 = -1197733.920884
  nChanged 711
		SP:Iteration 2F (48888.990000 sec): 3 clusters
  Score: Raw -1201131.744964 + Penalty 3003.723632 = -1198128.021331
  nChanged 662
		SP:Iteration 3F (48889.160000 sec): 3 clusters
  Score: Raw -1201531.807402 + Penalty 3003.723632 = -1198528.083770
  nChanged 670
		SP:Iteration 4F (48889.330000 sec): 3 clusters
  Score: Raw -1201944.469546 + Penalty 3003.723632 = -1198940.745914
  nChanged 622
		SP:Iteration 5F (48889.490000 sec): 3 clusters
  Score: Raw -1202316.465841 + Penalty 3003.723632 = -1199312.742208
  nChanged 526
		SP:Iteration 6F (48889.650000 sec): 3 clusters
  Score: Raw -1202608.926004 + Penalty 3003.723632 = -1199605.202371
  nChanged 417
		SP:Iteration 7Q (48889.810000 sec): 3 clusters
  Score: Raw -1202832.667112 + Penalty 3003.723632 = -1199828.943479
  nChanged 364
		SP:Iteration 8Q (48889.970000 sec): 3 clusters
  Score: Raw -1203027.495053 + Penalty 3003.723632 = -1200023.771421
  nChanged 315
		SP:Iteration 9Q (48890.160000 sec): 3 clusters
  Score: Raw -1203206.083893 + Penalty 3003.723632 = -1200202.360261
  nChanged 246
		SP:Iteration 10Q (48890.310000 sec): 3 clusters
  Score: Raw -1203360.644227 + Penalty 3003.723632 = -1200356.920594
  nChanged 195
		SP:Iteration 11Q (48890.480000 sec): 3 clusters
  Score: Raw -1203498.427129 + Penalty 3003.723632 = -1200494.703496
  nChanged 190
		SP:Iteration 12Q (48890.630000 sec): 3 clusters
  Score: Raw -1203652.172799 + Penalty 3003.723632 = -1200648.449167
  nChanged 181
		SP:Iteration 13Q (48890.790000 sec): 3 clusters
  Score: Raw -1203788.435125 + Penalty 3003.723632 = -1200784.711493
  nChanged 168
		SP:Iteration 14Q (48890.950000 sec): 3 clusters
  Score: Raw -1203882.329693 + Penalty 3003.723632 = -1200878.606061
  nChanged 142
		SP:Iteration 15Q (48891.090000 sec): 3 clusters
  Score: Raw -1203961.544262 + Penalty 3003.723632 = -1200957.820629
  nChanged 120
		SP:Iteration 16Q (48891.250000 sec): 3 clusters
  Score: Raw -1204030.989057 + Penalty 3003.723632 = -1201027.265425
  nChanged 86
		SP:Iteration 17Q (48891.410000 sec): 3 clusters
  Score: Raw -1204068.244572 + Penalty 3003.723632 = -1201064.520940
  nChanged 70
		SP:Iteration 18Q (48891.550000 sec): 3 clusters
  Score: Raw -1204094.733515 + Penalty 3003.723632 = -1201091.009883
  nChanged 47
		SP:Iteration 19Q (48891.720000 sec): 3 clusters
  Score: Raw -1204112.023765 + Penalty 3003.723632 = -1201108.300133
  nChanged 45
		SP:Iteration 20F (48891.900000 sec): 3 clusters
  Score: Raw -1204127.892612 + Penalty 3003.723632 = -1201124.168979
  nChanged 47
		SP:Iteration 21Q (48892.040000 sec): 3 clusters
  Score: Raw -1204147.069527 + Penalty 3003.723632 = -1201143.345894
  nChanged 39
		SP:Iteration 22Q (48892.200000 sec): 3 clusters
  Score: Raw -1204161.016509 + Penalty 3003.723632 = -1201157.292877
  nChanged 46
		SP:Iteration 23Q (48892.350000 sec): 3 clusters
  Score: Raw -1204177.518447 + Penalty 3003.723632 = -1201173.794815
  nChanged 29
		SP:Iteration 24Q (48892.500000 sec): 3 clusters
  Score: Raw -1204187.305548 + Penalty 3003.723632 = -1201183.581916
  nChanged 29
		SP:Iteration 25Q (48892.680000 sec): 3 clusters
  Score: Raw -1204200.211440 + Penalty 3003.723632 = -1201196.487808
  nChanged 34
		SP:Iteration 26Q (48892.830000 sec): 3 clusters
  Score: Raw -1204213.478743 + Penalty 3003.723632 = -1201209.755111
  nChanged 26
		SP:Iteration 27Q (48892.980000 sec): 3 clusters
  Score: Raw -1204223.922119 + Penalty 3003.723632 = -1201220.198486
  nChanged 22
		SP:Iteration 28Q (48893.150000 sec): 3 clusters
  Score: Raw -1204234.042885 + Penalty 3003.723632 = -1201230.319253
  nChanged 33
		SP:Iteration 29Q (48893.300000 sec): 3 clusters
  Score: Raw -1204251.352284 + Penalty 3003.723632 = -1201247.628652
  nChanged 35
		SP:Iteration 30Q (48893.450000 sec): 3 clusters
  Score: Raw -1204268.604138 + Penalty 3003.723632 = -1201264.880506
  nChanged 30
		SP:Iteration 31Q (48893.620000 sec): 3 clusters
  Score: Raw -1204282.284364 + Penalty 3003.723632 = -1201278.560732
  nChanged 23
		SP:Iteration 32Q (48893.770000 sec): 3 clusters
  Score: Raw -1204291.379321 + Penalty 3003.723632 = -1201287.655688
  nChanged 20
		SP:Iteration 33Q (48893.920000 sec): 3 clusters
  Score: Raw -1204296.929959 + Penalty 3003.723632 = -1201293.206327
  nChanged 15
		SP:Iteration 34Q (48894.100000 sec): 3 clusters
  Score: Raw -1204301.557462 + Penalty 3003.723632 = -1201297.833829
  nChanged 13
		SP:Iteration 35Q (48894.240000 sec): 3 clusters
  Score: Raw -1204305.418446 + Penalty 3003.723632 = -1201301.694814
  nChanged 10
		SP:Iteration 36Q (48894.400000 sec): 3 clusters
  Score: Raw -1204307.154363 + Penalty 3003.723632 = -1201303.430730
  nChanged 3
		SP:Iteration 37Q (48894.580000 sec): 3 clusters
  Score: Raw -1204307.522285 + Penalty 3003.723632 = -1201303.798652
  nChanged 3
		SP:Iteration 38Q (48894.720000 sec): 3 clusters
  Score: Raw -1204307.848427 + Penalty 3003.723632 = -1201304.124795
  nChanged 2
		SP:Iteration 39Q (48894.870000 sec): 3 clusters
  Score: Raw -1204308.218070 + Penalty 3003.723632 = -1201304.494438
  nChanged 4
		SP:Iteration 40F (48895.040000 sec): 3 clusters
  Score: Raw -1204309.158489 + Penalty 3003.723632 = -1201305.434857
  nChanged 4
		SP:Iteration 41Q (48895.170000 sec): 3 clusters
  Score: Raw -1204309.632415 + Penalty 3003.723632 = -1201305.908783
  nChanged 4
		SP:Iteration 42Q (48895.340000 sec): 3 clusters
  Score: Raw -1204310.408537 + Penalty 3003.723632 = -1201306.684905
  nChanged 5
		SP:Iteration 43Q (48895.510000 sec): 3 clusters
  Score: Raw -1204311.568548 + Penalty 3003.723632 = -1201307.844915
  nChanged 3
		SP:Iteration 44Q (48895.650000 sec): 3 clusters
  Score: Raw -1204311.996231 + Penalty 3003.723632 = -1201308.272599
  nChanged 4
		SP:Iteration 45Q (48895.810000 sec): 3 clusters
  Score: Raw -1204312.627584 + Penalty 3003.723632 = -1201308.903952
  nChanged 1
		SP:Iteration 46Q (48895.960000 sec): 3 clusters
  Score: Raw -1204312.894852 + Penalty 3003.723632 = -1201309.171220
  nChanged 1
		SP:Iteration 47Q (48896.100000 sec): 3 clusters
  Score: Raw -1204313.190914 + Penalty 3003.723632 = -1201309.467282
  nChanged 1
		SP:Iteration 48Q (48896.270000 sec): 3 clusters
  Score: Raw -1204313.365455 + Penalty 3003.723632 = -1201309.641823
  nChanged 0
		SP:Iteration 49F (48896.430000 sec): 3 clusters
  Score: Raw -1204313.365455 + Penalty 3003.723632 = -1201309.641823
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 42 (3734 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48896.510000 sec): 2 clusters
  Score: Raw -413303.192451 + Penalty 1336.600740 = -411966.591711
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48896.590000 sec): 3 clusters
  Score: Raw -411433.161607 + Penalty 2673.201480 = -408759.960127
  nChanged 1464
		SP:Iteration 1F (48896.670000 sec): 3 clusters
  Score: Raw -412266.191731 + Penalty 2673.201480 = -409592.990250
  nChanged 308
		SP:Iteration 2F (48896.740000 sec): 3 clusters
  Score: Raw -412509.564438 + Penalty 2673.201480 = -409836.362957
  nChanged 290
		SP:Iteration 3F (48896.810000 sec): 3 clusters
  Score: Raw -412769.823746 + Penalty 2673.201480 = -410096.622265
  nChanged 255
		SP:Iteration 4F (48896.880000 sec): 3 clusters
  Score: Raw -413041.012553 + Penalty 2673.201480 = -410367.811073
  nChanged 232
		SP:Iteration 5F (48896.950000 sec): 3 clusters
  Score: Raw -413264.033899 + Penalty 2673.201480 = -410590.832419
  nChanged 194
		SP:Iteration 6F (48897.010000 sec): 3 clusters
  Score: Raw -413414.142496 + Penalty 2673.201480 = -410740.941016
  nChanged 126
		SP:Iteration 7Q (48897.080000 sec): 3 clusters
  Score: Raw -413473.556983 + Penalty 2673.201480 = -410800.355503
  nChanged 84
		SP:Iteration 8Q (48897.150000 sec): 3 clusters
  Score: Raw -413517.018805 + Penalty 2673.201480 = -410843.817324
  nChanged 70
		SP:Iteration 9Q (48897.210000 sec): 3 clusters
  Score: Raw -413549.924205 + Penalty 2673.201480 = -410876.722725
  nChanged 62
		SP:Iteration 10Q (48897.280000 sec): 3 clusters
  Score: Raw -413579.075641 + Penalty 2673.201480 = -410905.874160
  nChanged 50
		SP:Iteration 11Q (48897.350000 sec): 3 clusters
  Score: Raw -413599.639880 + Penalty 2673.201480 = -410926.438400
  nChanged 47
		SP:Iteration 12Q (48897.410000 sec): 3 clusters
  Score: Raw -413619.673211 + Penalty 2673.201480 = -410946.471730
  nChanged 37
		SP:Iteration 13Q (48897.480000 sec): 3 clusters
  Score: Raw -413633.299800 + Penalty 2673.201480 = -410960.098320
  nChanged 30
		SP:Iteration 14Q (48897.550000 sec): 3 clusters
  Score: Raw -413644.382864 + Penalty 2673.201480 = -410971.181384
  nChanged 29
		SP:Iteration 15Q (48897.610000 sec): 3 clusters
  Score: Raw -413654.038966 + Penalty 2673.201480 = -410980.837485
  nChanged 27
		SP:Iteration 16Q (48897.680000 sec): 3 clusters
  Score: Raw -413662.945931 + Penalty 2673.201480 = -410989.744451
  nChanged 25
		SP:Iteration 17Q (48897.750000 sec): 3 clusters
  Score: Raw -413672.126019 + Penalty 2673.201480 = -410998.924539
  nChanged 19
		SP:Iteration 18Q (48897.820000 sec): 3 clusters
  Score: Raw -413681.799938 + Penalty 2673.201480 = -411008.598458
  nChanged 25
		SP:Iteration 19Q (48897.880000 sec): 3 clusters
  Score: Raw -413689.009451 + Penalty 2673.201480 = -411015.807970
  nChanged 21
		SP:Iteration 20F (48897.950000 sec): 3 clusters
  Score: Raw -413695.037806 + Penalty 2673.201480 = -411021.836325
  nChanged 21
		SP:Iteration 21Q (48898.020000 sec): 3 clusters
  Score: Raw -413701.213989 + Penalty 2673.201480 = -411028.012508
  nChanged 16
		SP:Iteration 22Q (48898.080000 sec): 3 clusters
  Score: Raw -413706.925026 + Penalty 2673.201480 = -411033.723546
  nChanged 13
		SP:Iteration 23Q (48898.150000 sec): 3 clusters
  Score: Raw -413710.053932 + Penalty 2673.201480 = -411036.852451
  nChanged 8
		SP:Iteration 24Q (48898.220000 sec): 3 clusters
  Score: Raw -413712.224172 + Penalty 2673.201480 = -411039.022692
  nChanged 3
		SP:Iteration 25Q (48898.280000 sec): 3 clusters
  Score: Raw -413712.678690 + Penalty 2673.201480 = -411039.477209
  nChanged 2
		SP:Iteration 26Q (48898.350000 sec): 3 clusters
  Score: Raw -413713.705760 + Penalty 2673.201480 = -411040.504280
  nChanged 5
		SP:Iteration 27Q (48898.420000 sec): 3 clusters
  Score: Raw -413714.861037 + Penalty 2673.201480 = -411041.659557
  nChanged 5
		SP:Iteration 28Q (48898.490000 sec): 3 clusters
  Score: Raw -413716.314659 + Penalty 2673.201480 = -411043.113179
  nChanged 2
		SP:Iteration 29Q (48898.550000 sec): 3 clusters
  Score: Raw -413717.115144 + Penalty 2673.201480 = -411043.913664
  nChanged 5
		SP:Iteration 30Q (48898.620000 sec): 3 clusters
  Score: Raw -413718.667886 + Penalty 2673.201480 = -411045.466405
  nChanged 3
		SP:Iteration 31Q (48898.690000 sec): 3 clusters
  Score: Raw -413719.438052 + Penalty 2673.201480 = -411046.236572
  nChanged 2
		SP:Iteration 32Q (48898.750000 sec): 3 clusters
  Score: Raw -413719.935087 + Penalty 2673.201480 = -411046.733607
  nChanged 0
		SP:Iteration 33F (48898.820000 sec): 3 clusters
  Score: Raw -413719.935087 + Penalty 2673.201480 = -411046.733607
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 43 (4425 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48898.890000 sec): 2 clusters
  Score: Raw -466247.025533 + Penalty 1364.191653 = -464882.833880
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48898.990000 sec): 3 clusters
  Score: Raw -463988.427327 + Penalty 2728.383306 = -461260.044021
  nChanged 1789
		SP:Iteration 1F (48899.070000 sec): 3 clusters
  Score: Raw -465236.748796 + Penalty 2728.383306 = -462508.365490
  nChanged 472
		SP:Iteration 2F (48899.150000 sec): 3 clusters
  Score: Raw -465663.205912 + Penalty 2728.383306 = -462934.822605
  nChanged 345
		SP:Iteration 3F (48899.230000 sec): 3 clusters
  Score: Raw -465928.459424 + Penalty 2728.383306 = -463200.076118
  nChanged 240
		SP:Iteration 4F (48899.310000 sec): 3 clusters
  Score: Raw -466106.952232 + Penalty 2728.383306 = -463378.568926
  nChanged 190
		SP:Iteration 5Q (48899.390000 sec): 3 clusters
  Score: Raw -466226.290961 + Penalty 2728.383306 = -463497.907655
  nChanged 128
		SP:Iteration 6Q (48899.470000 sec): 3 clusters
  Score: Raw -466300.468386 + Penalty 2728.383306 = -463572.085080
  nChanged 118
		SP:Iteration 7Q (48899.550000 sec): 3 clusters
  Score: Raw -466363.268599 + Penalty 2728.383306 = -463634.885293
  nChanged 114
		SP:Iteration 8Q (48899.630000 sec): 3 clusters
  Score: Raw -466435.197721 + Penalty 2728.383306 = -463706.814415
  nChanged 121
		SP:Iteration 9Q (48899.700000 sec): 3 clusters
  Score: Raw -466515.295532 + Penalty 2728.383306 = -463786.912226
  nChanged 107
		SP:Iteration 10Q (48899.780000 sec): 3 clusters
  Score: Raw -466588.056620 + Penalty 2728.383306 = -463859.673314
  nChanged 105
		SP:Iteration 11Q (48899.860000 sec): 3 clusters
  Score: Raw -466655.390350 + Penalty 2728.383306 = -463927.007043
  nChanged 103
		SP:Iteration 12Q (48899.940000 sec): 3 clusters
  Score: Raw -466711.093044 + Penalty 2728.383306 = -463982.709737
  nChanged 90
		SP:Iteration 13Q (48900.020000 sec): 3 clusters
  Score: Raw -466758.847814 + Penalty 2728.383306 = -464030.464508
  nChanged 78
		SP:Iteration 14Q (48900.090000 sec): 3 clusters
  Score: Raw -466804.768809 + Penalty 2728.383306 = -464076.385503
  nChanged 65
		SP:Iteration 15Q (48900.170000 sec): 3 clusters
  Score: Raw -466849.753831 + Penalty 2728.383306 = -464121.370525
  nChanged 74
		SP:Iteration 16Q (48900.250000 sec): 3 clusters
  Score: Raw -466886.919268 + Penalty 2728.383306 = -464158.535961
  nChanged 52
		SP:Iteration 17Q (48900.330000 sec): 3 clusters
  Score: Raw -466911.144299 + Penalty 2728.383306 = -464182.760993
  nChanged 46
		SP:Iteration 18Q (48900.410000 sec): 3 clusters
  Score: Raw -466928.486855 + Penalty 2728.383306 = -464200.103549
  nChanged 45
		SP:Iteration 19Q (48900.490000 sec): 3 clusters
  Score: Raw -466943.520102 + Penalty 2728.383306 = -464215.136796
  nChanged 36
		SP:Iteration 20F (48900.570000 sec): 3 clusters
  Score: Raw -466953.638639 + Penalty 2728.383306 = -464225.255333
  nChanged 33
		SP:Iteration 21Q (48900.650000 sec): 3 clusters
  Score: Raw -466964.694134 + Penalty 2728.383306 = -464236.310828
  nChanged 30
		SP:Iteration 22Q (48900.720000 sec): 3 clusters
  Score: Raw -466975.272724 + Penalty 2728.383306 = -464246.889418
  nChanged 34
		SP:Iteration 23Q (48900.800000 sec): 3 clusters
  Score: Raw -466989.389592 + Penalty 2728.383306 = -464261.006286
  nChanged 31
		SP:Iteration 24Q (48900.880000 sec): 3 clusters
  Score: Raw -467000.321570 + Penalty 2728.383306 = -464271.938264
  nChanged 33
		SP:Iteration 25Q (48900.960000 sec): 3 clusters
  Score: Raw -467013.661457 + Penalty 2728.383306 = -464285.278151
  nChanged 33
		SP:Iteration 26Q (48901.030000 sec): 3 clusters
  Score: Raw -467029.337062 + Penalty 2728.383306 = -464300.953756
  nChanged 32
		SP:Iteration 27Q (48901.110000 sec): 3 clusters
  Score: Raw -467045.241666 + Penalty 2728.383306 = -464316.858360
  nChanged 38
		SP:Iteration 28Q (48901.190000 sec): 3 clusters
  Score: Raw -467060.644862 + Penalty 2728.383306 = -464332.261556
  nChanged 35
		SP:Iteration 29Q (48901.270000 sec): 3 clusters
  Score: Raw -467073.753883 + Penalty 2728.383306 = -464345.370577
  nChanged 32
		SP:Iteration 30Q (48901.350000 sec): 3 clusters
  Score: Raw -467087.718384 + Penalty 2728.383306 = -464359.335078
  nChanged 32
		SP:Iteration 31Q (48901.430000 sec): 3 clusters
  Score: Raw -467099.049393 + Penalty 2728.383306 = -464370.666087
  nChanged 24
		SP:Iteration 32Q (48901.500000 sec): 3 clusters
  Score: Raw -467107.104756 + Penalty 2728.383306 = -464378.721450
  nChanged 21
		SP:Iteration 33Q (48901.580000 sec): 3 clusters
  Score: Raw -467114.827984 + Penalty 2728.383306 = -464386.444678
  nChanged 19
		SP:Iteration 34Q (48901.660000 sec): 3 clusters
  Score: Raw -467119.880055 + Penalty 2728.383306 = -464391.496748
  nChanged 9
		SP:Iteration 35Q (48901.730000 sec): 3 clusters
  Score: Raw -467123.109705 + Penalty 2728.383306 = -464394.726398
  nChanged 5
		SP:Iteration 36Q (48901.810000 sec): 3 clusters
  Score: Raw -467124.678865 + Penalty 2728.383306 = -464396.295559
  nChanged 7
		SP:Iteration 37Q (48901.890000 sec): 3 clusters
  Score: Raw -467126.831384 + Penalty 2728.383306 = -464398.448077
  nChanged 6
		SP:Iteration 38Q (48901.970000 sec): 3 clusters
  Score: Raw -467128.665641 + Penalty 2728.383306 = -464400.282335
  nChanged 6
		SP:Iteration 39Q (48902.050000 sec): 3 clusters
  Score: Raw -467130.171902 + Penalty 2728.383306 = -464401.788596
  nChanged 5
		SP:Iteration 40F (48902.130000 sec): 3 clusters
  Score: Raw -467131.403153 + Penalty 2728.383306 = -464403.019847
  nChanged 5
		SP:Iteration 41Q (48902.200000 sec): 3 clusters
  Score: Raw -467132.667882 + Penalty 2728.383306 = -464404.284576
  nChanged 4
		SP:Iteration 42Q (48902.280000 sec): 3 clusters
  Score: Raw -467133.584285 + Penalty 2728.383306 = -464405.200979
  nChanged 5
		SP:Iteration 43Q (48902.360000 sec): 3 clusters
  Score: Raw -467135.295556 + Penalty 2728.383306 = -464406.912250
  nChanged 7
		SP:Iteration 44Q (48902.440000 sec): 3 clusters
  Score: Raw -467137.357424 + Penalty 2728.383306 = -464408.974118
  nChanged 7
		SP:Iteration 45Q (48902.510000 sec): 3 clusters
  Score: Raw -467139.104518 + Penalty 2728.383306 = -464410.721212
  nChanged 5
		SP:Iteration 46Q (48902.590000 sec): 3 clusters
  Score: Raw -467140.505382 + Penalty 2728.383306 = -464412.122076
  nChanged 6
		SP:Iteration 47Q (48902.670000 sec): 3 clusters
  Score: Raw -467141.634881 + Penalty 2728.383306 = -464413.251575
  nChanged 4
		SP:Iteration 48Q (48902.750000 sec): 3 clusters
  Score: Raw -467142.334028 + Penalty 2728.383306 = -464413.950722
  nChanged 2
		SP:Iteration 49Q (48902.820000 sec): 3 clusters
  Score: Raw -467142.645547 + Penalty 2728.383306 = -464414.262241
  nChanged 1
		SP:Iteration 50Q (48902.900000 sec): 3 clusters
  Score: Raw -467142.845424 + Penalty 2728.383306 = -464414.462118
  nChanged 1
		SP:Iteration 51Q (48902.980000 sec): 3 clusters
  Score: Raw -467143.024427 + Penalty 2728.383306 = -464414.641121
  nChanged 0
		SP:Iteration 52F (48903.060000 sec): 3 clusters
  Score: Raw -467143.024427 + Penalty 2728.383306 = -464414.641121
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 44 (10752 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48903.170000 sec): 2 clusters
  Score: Raw -1230285.774183 + Penalty 1508.462648 = -1228777.311535
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48903.370000 sec): 3 clusters
  Score: Raw -1224136.672728 + Penalty 3016.925295 = -1221119.747433
  nChanged 4695
		SP:Iteration 1F (48903.500000 sec): 3 clusters
  Score: Raw -1226884.509569 + Penalty 3016.925295 = -1223867.584273
  nChanged 904
		SP:Iteration 2F (48903.640000 sec): 3 clusters
  Score: Raw -1227639.542509 + Penalty 3016.925295 = -1224622.617214
  nChanged 938
		SP:Iteration 3F (48903.810000 sec): 3 clusters
  Score: Raw -1228503.726131 + Penalty 3016.925295 = -1225486.800836
  nChanged 854
		SP:Iteration 4F (48903.960000 sec): 3 clusters
  Score: Raw -1229251.847260 + Penalty 3016.925295 = -1226234.921964
  nChanged 770
		SP:Iteration 5F (48904.110000 sec): 3 clusters
  Score: Raw -1229987.075467 + Penalty 3016.925295 = -1226970.150172
  nChanged 708
		SP:Iteration 6F (48904.290000 sec): 3 clusters
  Score: Raw -1230736.812649 + Penalty 3016.925295 = -1227719.887354
  nChanged 623
		SP:Iteration 7F (48904.440000 sec): 3 clusters
  Score: Raw -1231224.450473 + Penalty 3016.925295 = -1228207.525178
  nChanged 397
		SP:Iteration 8Q (48904.590000 sec): 3 clusters
  Score: Raw -1231427.362182 + Penalty 3016.925295 = -1228410.436886
  nChanged 277
		SP:Iteration 9Q (48904.770000 sec): 3 clusters
  Score: Raw -1231520.380981 + Penalty 3016.925295 = -1228503.455686
  nChanged 168
		SP:Iteration 10Q (48904.910000 sec): 3 clusters
  Score: Raw -1231565.632233 + Penalty 3016.925295 = -1228548.706937
  nChanged 130
		SP:Iteration 11Q (48905.060000 sec): 3 clusters
  Score: Raw -1231596.148988 + Penalty 3016.925295 = -1228579.223693
  nChanged 86
		SP:Iteration 12Q (48905.240000 sec): 3 clusters
  Score: Raw -1231615.950266 + Penalty 3016.925295 = -1228599.024971
  nChanged 81
		SP:Iteration 13Q (48905.380000 sec): 3 clusters
  Score: Raw -1231631.716982 + Penalty 3016.925295 = -1228614.791687
  nChanged 54
		SP:Iteration 14Q (48905.540000 sec): 3 clusters
  Score: Raw -1231640.948829 + Penalty 3016.925295 = -1228624.023534
  nChanged 39
		SP:Iteration 15Q (48905.690000 sec): 3 clusters
  Score: Raw -1231647.439659 + Penalty 3016.925295 = -1228630.514364
  nChanged 27
		SP:Iteration 16Q (48905.830000 sec): 3 clusters
  Score: Raw -1231651.779727 + Penalty 3016.925295 = -1228634.854432
  nChanged 27
		SP:Iteration 17Q (48906.010000 sec): 3 clusters
  Score: Raw -1231656.522911 + Penalty 3016.925295 = -1228639.597616
  nChanged 27
		SP:Iteration 18Q (48906.160000 sec): 3 clusters
  Score: Raw -1231660.846369 + Penalty 3016.925295 = -1228643.921074
  nChanged 21
		SP:Iteration 19Q (48906.310000 sec): 3 clusters
  Score: Raw -1231663.657741 + Penalty 3016.925295 = -1228646.732446
  nChanged 22
		SP:Iteration 20F (48906.490000 sec): 3 clusters
  Score: Raw -1231665.382669 + Penalty 3016.925295 = -1228648.457373
  nChanged 12
		SP:Iteration 21Q (48906.630000 sec): 3 clusters
  Score: Raw -1231666.754517 + Penalty 3016.925295 = -1228649.829222
  nChanged 12
		SP:Iteration 22Q (48906.780000 sec): 3 clusters
  Score: Raw -1231668.432827 + Penalty 3016.925295 = -1228651.507531
  nChanged 7
		SP:Iteration 23Q (48906.940000 sec): 3 clusters
  Score: Raw -1231669.013070 + Penalty 3016.925295 = -1228652.087774
  nChanged 5
		SP:Iteration 24Q (48907.080000 sec): 3 clusters
  Score: Raw -1231669.353636 + Penalty 3016.925295 = -1228652.428341
  nChanged 5
		SP:Iteration 25Q (48907.260000 sec): 3 clusters
  Score: Raw -1231669.874410 + Penalty 3016.925295 = -1228652.949114
  nChanged 3
		SP:Iteration 26Q (48907.410000 sec): 3 clusters
  Score: Raw -1231670.222495 + Penalty 3016.925295 = -1228653.297200
  nChanged 2
		SP:Iteration 27Q (48907.560000 sec): 3 clusters
  Score: Raw -1231670.366807 + Penalty 3016.925295 = -1228653.441512
  nChanged 2
		SP:Iteration 28Q (48907.730000 sec): 3 clusters
  Score: Raw -1231670.614742 + Penalty 3016.925295 = -1228653.689447
  nChanged 6
		SP:Iteration 29Q (48907.880000 sec): 3 clusters
  Score: Raw -1231671.385965 + Penalty 3016.925295 = -1228654.460670
  nChanged 4
		SP:Iteration 30Q (48908.030000 sec): 3 clusters
  Score: Raw -1231671.698882 + Penalty 3016.925295 = -1228654.773587
  nChanged 3
		SP:Iteration 31Q (48908.210000 sec): 3 clusters
  Score: Raw -1231671.945504 + Penalty 3016.925295 = -1228655.020208
  nChanged 4
		SP:Iteration 32Q (48908.350000 sec): 3 clusters
  Score: Raw -1231672.220732 + Penalty 3016.925295 = -1228655.295436
  nChanged 6
		SP:Iteration 33Q (48908.500000 sec): 3 clusters
  Score: Raw -1231672.776127 + Penalty 3016.925295 = -1228655.850831
  nChanged 3
		SP:Iteration 34Q (48908.660000 sec): 3 clusters
  Score: Raw -1231672.958311 + Penalty 3016.925295 = -1228656.033016
  nChanged 4
		SP:Iteration 35Q (48908.800000 sec): 3 clusters
  Score: Raw -1231673.323432 + Penalty 3016.925295 = -1228656.398137
  nChanged 3
		SP:Iteration 36Q (48908.980000 sec): 3 clusters
  Score: Raw -1231673.529561 + Penalty 3016.925295 = -1228656.604265
  nChanged 3
		SP:Iteration 37Q (48909.130000 sec): 3 clusters
  Score: Raw -1231673.820135 + Penalty 3016.925295 = -1228656.894840
  nChanged 2
		SP:Iteration 38Q (48909.280000 sec): 3 clusters
  Score: Raw -1231673.904910 + Penalty 3016.925295 = -1228656.979615
  nChanged 1
		SP:Iteration 39Q (48909.460000 sec): 3 clusters
  Score: Raw -1231674.085196 + Penalty 3016.925295 = -1228657.159900
  nChanged 1
		SP:Iteration 40F (48909.600000 sec): 3 clusters
  Score: Raw -1231674.137693 + Penalty 3016.925295 = -1228657.212397
  nChanged 1
		SP:Iteration 41Q (48909.760000 sec): 3 clusters
  Score: Raw -1231674.161193 + Penalty 3016.925295 = -1228657.235897
  nChanged 0
		SP:Iteration 42F (48909.930000 sec): 3 clusters
  Score: Raw -1231674.161193 + Penalty 3016.925295 = -1228657.235897
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 45 (3856 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48910.020000 sec): 2 clusters
  Score: Raw -439223.185061 + Penalty 1341.825169 = -437881.359892
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48910.110000 sec): 3 clusters
  Score: Raw -437342.977393 + Penalty 2683.650338 = -434659.327055
  nChanged 1492
		SP:Iteration 1F (48910.190000 sec): 3 clusters
  Score: Raw -438355.634099 + Penalty 2683.650338 = -435671.983761
  nChanged 340
		SP:Iteration 2F (48910.260000 sec): 3 clusters
  Score: Raw -438716.921278 + Penalty 2683.650338 = -436033.270940
  nChanged 322
		SP:Iteration 3F (48910.330000 sec): 3 clusters
  Score: Raw -439140.946526 + Penalty 2683.650338 = -436457.296188
  nChanged 292
		SP:Iteration 4F (48910.400000 sec): 3 clusters
  Score: Raw -439605.463341 + Penalty 2683.650338 = -436921.813003
  nChanged 248
		SP:Iteration 5F (48910.470000 sec): 3 clusters
  Score: Raw -440060.710776 + Penalty 2683.650338 = -437377.060438
  nChanged 244
		SP:Iteration 6F (48910.540000 sec): 3 clusters
  Score: Raw -440412.934011 + Penalty 2683.650338 = -437729.283672
  nChanged 199
		SP:Iteration 7F (48910.610000 sec): 3 clusters
  Score: Raw -440685.993494 + Penalty 2683.650338 = -438002.343156
  nChanged 164
		SP:Iteration 8Q (48910.670000 sec): 3 clusters
  Score: Raw -440858.217254 + Penalty 2683.650338 = -438174.566916
  nChanged 115
		SP:Iteration 9Q (48910.740000 sec): 3 clusters
  Score: Raw -440954.477854 + Penalty 2683.650338 = -438270.827516
  nChanged 65
		SP:Iteration 10Q (48910.810000 sec): 3 clusters
  Score: Raw -440994.575789 + Penalty 2683.650338 = -438310.925451
  nChanged 42
		SP:Iteration 11Q (48910.870000 sec): 3 clusters
  Score: Raw -441023.115796 + Penalty 2683.650338 = -438339.465458
  nChanged 40
		SP:Iteration 12Q (48910.940000 sec): 3 clusters
  Score: Raw -441054.677045 + Penalty 2683.650338 = -438371.026707
  nChanged 34
		SP:Iteration 13Q (48911.010000 sec): 3 clusters
  Score: Raw -441073.719685 + Penalty 2683.650338 = -438390.069347
  nChanged 17
		SP:Iteration 14Q (48911.080000 sec): 3 clusters
  Score: Raw -441080.291875 + Penalty 2683.650338 = -438396.641537
  nChanged 8
		SP:Iteration 15Q (48911.140000 sec): 3 clusters
  Score: Raw -441082.911373 + Penalty 2683.650338 = -438399.261035
  nChanged 2
		SP:Iteration 16Q (48911.210000 sec): 3 clusters
  Score: Raw -441083.364529 + Penalty 2683.650338 = -438399.714191
  nChanged 3
		SP:Iteration 17Q (48911.280000 sec): 3 clusters
  Score: Raw -441084.676784 + Penalty 2683.650338 = -438401.026446
  nChanged 2
		SP:Iteration 18Q (48911.350000 sec): 3 clusters
  Score: Raw -441085.197224 + Penalty 2683.650338 = -438401.546886
  nChanged 2
		SP:Iteration 19Q (48911.410000 sec): 3 clusters
  Score: Raw -441085.666446 + Penalty 2683.650338 = -438402.016108
  nChanged 1
		SP:Iteration 20F (48911.480000 sec): 3 clusters
  Score: Raw -441086.273620 + Penalty 2683.650338 = -438402.623281
  nChanged 1
		SP:Iteration 21Q (48911.550000 sec): 3 clusters
  Score: Raw -441086.589272 + Penalty 2683.650338 = -438402.938934
  nChanged 1
		SP:Iteration 22Q (48911.610000 sec): 3 clusters
  Score: Raw -441086.772218 + Penalty 2683.650338 = -438403.121880
  nChanged 1
		SP:Iteration 23Q (48911.680000 sec): 3 clusters
  Score: Raw -441086.938475 + Penalty 2683.650338 = -438403.288137
  nChanged 3
		SP:Iteration 24Q (48911.750000 sec): 3 clusters
  Score: Raw -441087.568935 + Penalty 2683.650338 = -438403.918597
  nChanged 0
		SP:Iteration 25F (48911.820000 sec): 3 clusters
  Score: Raw -441087.568935 + Penalty 2683.650338 = -438403.918597
  nChanged 0
  Score: Raw -119129811.512790 + Penalty 261042.553804 = -118868768.958987

Splitting cluster 45 changes total score from -118868486.822167 to -118868768.958987

 So it's getting split into cluster 116.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 46 (358 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49266.450000 sec): 2 clusters
  Score: Raw -40390.652857 + Penalty 955.586610 = -39435.066246
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49266.460000 sec): 3 clusters
  Score: Raw -40449.349498 + Penalty 1911.173221 = -38538.176278
  nChanged 67
		SP:Iteration 1F (49266.470000 sec): 3 clusters
  Score: Raw -40604.513063 + Penalty 1911.173221 = -38693.339842
  nChanged 23
		SP:Iteration 2F (49266.480000 sec): 3 clusters
  Score: Raw -40701.978608 + Penalty 1911.173221 = -38790.805387
  nChanged 16
		SP:Iteration 3Q (49266.490000 sec): 3 clusters
  Score: Raw -40746.612003 + Penalty 1911.173221 = -38835.438783
  nChanged 8
		SP:Iteration 4Q (49266.500000 sec): 3 clusters
  Score: Raw -40785.679991 + Penalty 1911.173221 = -38874.506771
  nChanged 8
		SP:Iteration 5Q (49266.510000 sec): 3 clusters
  Score: Raw -40822.528126 + Penalty 1911.173221 = -38911.354906
  nChanged 10
		SP:Iteration 6Q (49266.520000 sec): 3 clusters
  Score: Raw -40887.668312 + Penalty 1911.173221 = -38976.495091
  nChanged 9
		SP:Iteration 7Q (49266.530000 sec): 3 clusters
  Score: Raw -40936.939979 + Penalty 1911.173221 = -39025.766758
  nChanged 7
		SP:Iteration 8Q (49266.540000 sec): 3 clusters
  Score: Raw -41042.623049 + Penalty 1911.173221 = -39131.449828
  nChanged 9
		SP:Iteration 9Q (49266.540000 sec): 3 clusters
  Score: Raw -41094.225342 + Penalty 1911.173221 = -39183.052121
  nChanged 7
		SP:Iteration 10Q (49266.560000 sec): 3 clusters
  Score: Raw -41126.227009 + Penalty 1911.173221 = -39215.053788
  nChanged 2
		SP:Iteration 11Q (49266.560000 sec): 3 clusters
  Score: Raw -41132.294795 + Penalty 1911.173221 = -39221.121575
  nChanged 2
		SP:Iteration 12Q (49266.570000 sec): 3 clusters
  Score: Raw -41145.279817 + Penalty 1911.173221 = -39234.106597
  nChanged 2
		SP:Iteration 13Q (49266.580000 sec): 3 clusters
  Score: Raw -41151.830972 + Penalty 1911.173221 = -39240.657752
  nChanged 2
		SP:Iteration 14Q (49266.590000 sec): 3 clusters
  Score: Raw -41163.582570 + Penalty 1911.173221 = -39252.409349
  nChanged 0
		SP:Iteration 15F (49266.600000 sec): 3 clusters
  Score: Raw -41164.105885 + Penalty 1911.173221 = -39252.932664
  nChanged 1
		SP:Iteration 16Q (49266.600000 sec): 3 clusters
  Score: Raw -41170.755749 + Penalty 1911.173221 = -39259.582528
  nChanged 0
		SP:Iteration 17F (49266.610000 sec): 3 clusters
  Score: Raw -41170.755749 + Penalty 1911.173221 = -39259.582528
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 47 (1156 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49266.680000 sec): 2 clusters
  Score: Raw -123414.464788 + Penalty 1146.067171 = -122268.397618
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49266.700000 sec): 3 clusters
  Score: Raw -123020.335324 + Penalty 2292.134341 = -120728.200983
  nChanged 366
		SP:Iteration 1F (49266.720000 sec): 3 clusters
  Score: Raw -123425.422351 + Penalty 2292.134341 = -121133.288010
  nChanged 114
		SP:Iteration 2F (49266.740000 sec): 3 clusters
  Score: Raw -123669.276365 + Penalty 2292.134341 = -121377.142024
  nChanged 76
		SP:Iteration 3F (49266.760000 sec): 3 clusters
  Score: Raw -123844.778465 + Penalty 2292.134341 = -121552.644124
  nChanged 66
		SP:Iteration 4F (49266.790000 sec): 3 clusters
  Score: Raw -123940.978177 + Penalty 2292.134341 = -121648.843836
  nChanged 49
		SP:Iteration 5Q (49266.810000 sec): 3 clusters
  Score: Raw -124016.393211 + Penalty 2292.134341 = -121724.258870
  nChanged 44
		SP:Iteration 6Q (49266.830000 sec): 3 clusters
  Score: Raw -124094.443862 + Penalty 2292.134341 = -121802.309521
  nChanged 42
		SP:Iteration 7Q (49266.850000 sec): 3 clusters
  Score: Raw -124178.128041 + Penalty 2292.134341 = -121885.993700
  nChanged 41
		SP:Iteration 8Q (49266.870000 sec): 3 clusters
  Score: Raw -124261.838086 + Penalty 2292.134341 = -121969.703745
  nChanged 35
		SP:Iteration 9Q (49266.890000 sec): 3 clusters
  Score: Raw -124328.986435 + Penalty 2292.134341 = -122036.852094
  nChanged 32
		SP:Iteration 10Q (49266.920000 sec): 3 clusters
  Score: Raw -124369.647663 + Penalty 2292.134341 = -122077.513322
  nChanged 19
		SP:Iteration 11Q (49266.940000 sec): 3 clusters
  Score: Raw -124398.759581 + Penalty 2292.134341 = -122106.625240
  nChanged 13
		SP:Iteration 12Q (49266.960000 sec): 3 clusters
  Score: Raw -124407.786706 + Penalty 2292.134341 = -122115.652365
  nChanged 6
		SP:Iteration 13Q (49266.980000 sec): 3 clusters
  Score: Raw -124414.127132 + Penalty 2292.134341 = -122121.992791
  nChanged 7
		SP:Iteration 14Q (49267.000000 sec): 3 clusters
  Score: Raw -124421.351782 + Penalty 2292.134341 = -122129.217441
  nChanged 8
		SP:Iteration 15Q (49267.020000 sec): 3 clusters
  Score: Raw -124428.767015 + Penalty 2292.134341 = -122136.632674
  nChanged 8
		SP:Iteration 16Q (49267.040000 sec): 3 clusters
  Score: Raw -124435.407014 + Penalty 2292.134341 = -122143.272673
  nChanged 6
		SP:Iteration 17Q (49267.060000 sec): 3 clusters
  Score: Raw -124442.351280 + Penalty 2292.134341 = -122150.216939
  nChanged 6
		SP:Iteration 18Q (49267.080000 sec): 3 clusters
  Score: Raw -124448.156948 + Penalty 2292.134341 = -122156.022607
  nChanged 5
		SP:Iteration 19Q (49267.100000 sec): 3 clusters
  Score: Raw -124453.166974 + Penalty 2292.134341 = -122161.032633
  nChanged 3
		SP:Iteration 20F (49267.120000 sec): 3 clusters
  Score: Raw -124455.479865 + Penalty 2292.134341 = -122163.345524
  nChanged 4
		SP:Iteration 21Q (49267.140000 sec): 3 clusters
  Score: Raw -124458.327910 + Penalty 2292.134341 = -122166.193569
  nChanged 0
		SP:Iteration 22F (49267.170000 sec): 3 clusters
  Score: Raw -124458.327910 + Penalty 2292.134341 = -122166.193569
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 48 (4453 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49267.250000 sec): 2 clusters
  Score: Raw -528537.779296 + Penalty 1365.216662 = -527172.562634
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49267.350000 sec): 3 clusters
  Score: Raw -526299.156305 + Penalty 2730.433324 = -523568.722981
  nChanged 1790
		SP:Iteration 1F (49267.430000 sec): 3 clusters
  Score: Raw -527310.115217 + Penalty 2730.433324 = -524579.681893
  nChanged 349
		SP:Iteration 2F (49267.520000 sec): 3 clusters
  Score: Raw -527522.098554 + Penalty 2730.433324 = -524791.665230
  nChanged 238
		SP:Iteration 3F (49267.600000 sec): 3 clusters
  Score: Raw -527661.742840 + Penalty 2730.433324 = -524931.309516
  nChanged 196
		SP:Iteration 4Q (49267.690000 sec): 3 clusters
  Score: Raw -527760.511828 + Penalty 2730.433324 = -525030.078504
  nChanged 149
		SP:Iteration 5Q (49267.770000 sec): 3 clusters
  Score: Raw -527846.390673 + Penalty 2730.433324 = -525115.957349
  nChanged 144
		SP:Iteration 6Q (49267.860000 sec): 3 clusters
  Score: Raw -527926.904855 + Penalty 2730.433324 = -525196.471531
  nChanged 123
		SP:Iteration 7Q (49267.940000 sec): 3 clusters
  Score: Raw -528015.227416 + Penalty 2730.433324 = -525284.794092
  nChanged 148
		SP:Iteration 8Q (49268.020000 sec): 3 clusters
  Score: Raw -528099.823564 + Penalty 2730.433324 = -525369.390240
  nChanged 150
		SP:Iteration 9Q (49268.110000 sec): 3 clusters
  Score: Raw -528178.913988 + Penalty 2730.433324 = -525448.480664
  nChanged 128
		SP:Iteration 10Q (49268.190000 sec): 3 clusters
  Score: Raw -528259.695175 + Penalty 2730.433324 = -525529.261851
  nChanged 118
		SP:Iteration 11Q (49268.280000 sec): 3 clusters
  Score: Raw -528326.442476 + Penalty 2730.433324 = -525596.009152
  nChanged 100
		SP:Iteration 12Q (49268.360000 sec): 3 clusters
  Score: Raw -528376.385860 + Penalty 2730.433324 = -525645.952536
  nChanged 87
		SP:Iteration 13Q (49268.440000 sec): 3 clusters
  Score: Raw -528424.056558 + Penalty 2730.433324 = -525693.623234
  nChanged 87
		SP:Iteration 14Q (49268.530000 sec): 3 clusters
  Score: Raw -528472.329669 + Penalty 2730.433324 = -525741.896345
  nChanged 82
		SP:Iteration 15Q (49268.610000 sec): 3 clusters
  Score: Raw -528517.365101 + Penalty 2730.433324 = -525786.931777
  nChanged 77
		SP:Iteration 16Q (49268.700000 sec): 3 clusters
  Score: Raw -528564.238530 + Penalty 2730.433324 = -525833.805206
  nChanged 78
		SP:Iteration 17Q (49268.780000 sec): 3 clusters
  Score: Raw -528599.753941 + Penalty 2730.433324 = -525869.320617
  nChanged 63
		SP:Iteration 18Q (49268.860000 sec): 3 clusters
  Score: Raw -528626.315509 + Penalty 2730.433324 = -525895.882184
  nChanged 49
		SP:Iteration 19Q (49268.940000 sec): 3 clusters
  Score: Raw -528643.427803 + Penalty 2730.433324 = -525912.994479
  nChanged 34
		SP:Iteration 20F (49269.030000 sec): 3 clusters
  Score: Raw -528658.123599 + Penalty 2730.433324 = -525927.690275
  nChanged 35
		SP:Iteration 21Q (49269.110000 sec): 3 clusters
  Score: Raw -528669.380892 + Penalty 2730.433324 = -525938.947567
  nChanged 26
		SP:Iteration 22Q (49269.190000 sec): 3 clusters
  Score: Raw -528676.966430 + Penalty 2730.433324 = -525946.533106
  nChanged 25
		SP:Iteration 23Q (49269.280000 sec): 3 clusters
  Score: Raw -528683.677790 + Penalty 2730.433324 = -525953.244465
  nChanged 15
		SP:Iteration 24Q (49269.360000 sec): 3 clusters
  Score: Raw -528688.249296 + Penalty 2730.433324 = -525957.815972
  nChanged 15
		SP:Iteration 25Q (49269.440000 sec): 3 clusters
  Score: Raw -528691.754689 + Penalty 2730.433324 = -525961.321365
  nChanged 11
		SP:Iteration 26Q (49269.520000 sec): 3 clusters
  Score: Raw -528694.468027 + Penalty 2730.433324 = -525964.034703
  nChanged 7
		SP:Iteration 27Q (49269.610000 sec): 3 clusters
  Score: Raw -528696.125283 + Penalty 2730.433324 = -525965.691958
  nChanged 8
		SP:Iteration 28Q (49269.690000 sec): 3 clusters
  Score: Raw -528697.732229 + Penalty 2730.433324 = -525967.298905
  nChanged 7
		SP:Iteration 29Q (49269.770000 sec): 3 clusters
  Score: Raw -528699.186748 + Penalty 2730.433324 = -525968.753424
  nChanged 11
		SP:Iteration 30Q (49269.860000 sec): 3 clusters
  Score: Raw -528702.035476 + Penalty 2730.433324 = -525971.602151
  nChanged 7
		SP:Iteration 31Q (49269.940000 sec): 3 clusters
  Score: Raw -528703.534157 + Penalty 2730.433324 = -525973.100832
  nChanged 8
		SP:Iteration 32Q (49270.020000 sec): 3 clusters
  Score: Raw -528707.152581 + Penalty 2730.433324 = -525976.719256
  nChanged 13
		SP:Iteration 33Q (49270.100000 sec): 3 clusters
  Score: Raw -528711.335902 + Penalty 2730.433324 = -525980.902578
  nChanged 12
		SP:Iteration 34Q (49270.180000 sec): 3 clusters
  Score: Raw -528714.101541 + Penalty 2730.433324 = -525983.668216
  nChanged 10
		SP:Iteration 35Q (49270.270000 sec): 3 clusters
  Score: Raw -528715.786937 + Penalty 2730.433324 = -525985.353613
  nChanged 4
		SP:Iteration 36Q (49270.350000 sec): 3 clusters
  Score: Raw -528716.439028 + Penalty 2730.433324 = -525986.005703
  nChanged 5
		SP:Iteration 37Q (49270.430000 sec): 3 clusters
  Score: Raw -528717.609981 + Penalty 2730.433324 = -525987.176657
  nChanged 5
		SP:Iteration 38Q (49270.520000 sec): 3 clusters
  Score: Raw -528719.009181 + Penalty 2730.433324 = -525988.575856
  nChanged 6
		SP:Iteration 39Q (49270.600000 sec): 3 clusters
  Score: Raw -528720.839075 + Penalty 2730.433324 = -525990.405751
  nChanged 5
		SP:Iteration 40F (49270.680000 sec): 3 clusters
  Score: Raw -528721.945096 + Penalty 2730.433324 = -525991.511772
  nChanged 6
		SP:Iteration 41Q (49270.760000 sec): 3 clusters
  Score: Raw -528723.352169 + Penalty 2730.433324 = -525992.918845
  nChanged 6
		SP:Iteration 42Q (49270.850000 sec): 3 clusters
  Score: Raw -528724.302327 + Penalty 2730.433324 = -525993.869003
  nChanged 1
		SP:Iteration 43Q (49270.930000 sec): 3 clusters
  Score: Raw -528724.400691 + Penalty 2730.433324 = -525993.967367
  nChanged 0
		SP:Iteration 44F (49271.010000 sec): 3 clusters
  Score: Raw -528724.400691 + Penalty 2730.433324 = -525993.967367
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 49 (351 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49271.070000 sec): 2 clusters
  Score: Raw -41496.594309 + Penalty 952.377761 = -40544.216548
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49271.070000 sec): 3 clusters
  Score: Raw -41538.654001 + Penalty 1904.755523 = -39633.898478
  nChanged 77
		SP:Iteration 1F (49271.080000 sec): 3 clusters
  Score: Raw -41668.226592 + Penalty 1904.755523 = -39763.471069
  nChanged 16
		SP:Iteration 2Q (49271.090000 sec): 3 clusters
  Score: Raw -41691.501037 + Penalty 1904.755523 = -39786.745515
  nChanged 11
		SP:Iteration 3Q (49271.100000 sec): 3 clusters
  Score: Raw -41712.609060 + Penalty 1904.755523 = -39807.853537
  nChanged 10
		SP:Iteration 4Q (49271.100000 sec): 3 clusters
  Score: Raw -41749.155087 + Penalty 1904.755523 = -39844.399564
  nChanged 4
		SP:Iteration 5Q (49271.110000 sec): 3 clusters
  Score: Raw -41768.562230 + Penalty 1904.755523 = -39863.806708
  nChanged 0
		SP:Iteration 6F (49271.120000 sec): 3 clusters
  Score: Raw -41768.562230 + Penalty 1904.755523 = -39863.806708
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 50 (2102 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49271.190000 sec): 2 clusters
  Score: Raw -234609.907520 + Penalty 1243.229740 = -233366.677781
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49271.230000 sec): 3 clusters
  Score: Raw -233669.551166 + Penalty 2486.459479 = -231183.091687
  nChanged 807
		SP:Iteration 1F (49271.270000 sec): 3 clusters
  Score: Raw -234337.108412 + Penalty 2486.459479 = -231850.648933
  nChanged 222
		SP:Iteration 2F (49271.300000 sec): 3 clusters
  Score: Raw -234563.044178 + Penalty 2486.459479 = -232076.584699
  nChanged 135
		SP:Iteration 3F (49271.340000 sec): 3 clusters
  Score: Raw -234691.691573 + Penalty 2486.459479 = -232205.232094
  nChanged 93
		SP:Iteration 4Q (49271.380000 sec): 3 clusters
  Score: Raw -234768.810961 + Penalty 2486.459479 = -232282.351482
  nChanged 74
		SP:Iteration 5Q (49271.420000 sec): 3 clusters
  Score: Raw -234815.016965 + Penalty 2486.459479 = -232328.557486
  nChanged 51
		SP:Iteration 6Q (49271.460000 sec): 3 clusters
  Score: Raw -234854.619535 + Penalty 2486.459479 = -232368.160056
  nChanged 43
		SP:Iteration 7Q (49271.500000 sec): 3 clusters
  Score: Raw -234883.971573 + Penalty 2486.459479 = -232397.512094
  nChanged 36
		SP:Iteration 8Q (49271.540000 sec): 3 clusters
  Score: Raw -234904.060614 + Penalty 2486.459479 = -232417.601135
  nChanged 38
		SP:Iteration 9Q (49271.570000 sec): 3 clusters
  Score: Raw -234929.185659 + Penalty 2486.459479 = -232442.726180
  nChanged 34
		SP:Iteration 10Q (49271.610000 sec): 3 clusters
  Score: Raw -234948.105496 + Penalty 2486.459479 = -232461.646017
  nChanged 23
		SP:Iteration 11Q (49271.650000 sec): 3 clusters
  Score: Raw -234966.810386 + Penalty 2486.459479 = -232480.350907
  nChanged 23
		SP:Iteration 12Q (49271.690000 sec): 3 clusters
  Score: Raw -234985.292035 + Penalty 2486.459479 = -232498.832556
  nChanged 19
		SP:Iteration 13Q (49271.730000 sec): 3 clusters
  Score: Raw -235000.585297 + Penalty 2486.459479 = -232514.125817
  nChanged 22
		SP:Iteration 14Q (49271.760000 sec): 3 clusters
  Score: Raw -235015.369888 + Penalty 2486.459479 = -232528.910409
  nChanged 20
		SP:Iteration 15Q (49271.800000 sec): 3 clusters
  Score: Raw -235027.105137 + Penalty 2486.459479 = -232540.645658
  nChanged 16
		SP:Iteration 16Q (49271.840000 sec): 3 clusters
  Score: Raw -235036.079053 + Penalty 2486.459479 = -232549.619573
  nChanged 11
		SP:Iteration 17Q (49271.880000 sec): 3 clusters
  Score: Raw -235042.638276 + Penalty 2486.459479 = -232556.178797
  nChanged 13
		SP:Iteration 18Q (49271.920000 sec): 3 clusters
  Score: Raw -235049.858215 + Penalty 2486.459479 = -232563.398736
  nChanged 10
		SP:Iteration 19Q (49271.950000 sec): 3 clusters
  Score: Raw -235057.558217 + Penalty 2486.459479 = -232571.098738
  nChanged 14
		SP:Iteration 20F (49271.990000 sec): 3 clusters
  Score: Raw -235064.488445 + Penalty 2486.459479 = -232578.028966
  nChanged 11
		SP:Iteration 21Q (49272.030000 sec): 3 clusters
  Score: Raw -235072.444308 + Penalty 2486.459479 = -232585.984829
  nChanged 12
		SP:Iteration 22Q (49272.070000 sec): 3 clusters
  Score: Raw -235078.153861 + Penalty 2486.459479 = -232591.694382
  nChanged 5
		SP:Iteration 23Q (49272.100000 sec): 3 clusters
  Score: Raw -235080.307259 + Penalty 2486.459479 = -232593.847780
  nChanged 3
		SP:Iteration 24Q (49272.140000 sec): 3 clusters
  Score: Raw -235081.730421 + Penalty 2486.459479 = -232595.270941
  nChanged 7
		SP:Iteration 25Q (49272.180000 sec): 3 clusters
  Score: Raw -235085.190642 + Penalty 2486.459479 = -232598.731163
  nChanged 8
		SP:Iteration 26Q (49272.220000 sec): 3 clusters
  Score: Raw -235089.301337 + Penalty 2486.459479 = -232602.841858
  nChanged 8
		SP:Iteration 27Q (49272.260000 sec): 3 clusters
  Score: Raw -235093.457082 + Penalty 2486.459479 = -232606.997603
  nChanged 13
		SP:Iteration 28Q (49272.300000 sec): 3 clusters
  Score: Raw -235101.344701 + Penalty 2486.459479 = -232614.885222
  nChanged 6
		SP:Iteration 29Q (49272.330000 sec): 3 clusters
  Score: Raw -235105.947762 + Penalty 2486.459479 = -232619.488283
  nChanged 4
		SP:Iteration 30Q (49272.370000 sec): 3 clusters
  Score: Raw -235108.163245 + Penalty 2486.459479 = -232621.703766
  nChanged 7
		SP:Iteration 31Q (49272.410000 sec): 3 clusters
  Score: Raw -235112.287402 + Penalty 2486.459479 = -232625.827923
  nChanged 7
		SP:Iteration 32Q (49272.440000 sec): 3 clusters
  Score: Raw -235116.878197 + Penalty 2486.459479 = -232630.418717
  nChanged 11
		SP:Iteration 33Q (49272.480000 sec): 3 clusters
  Score: Raw -235123.457260 + Penalty 2486.459479 = -232636.997781
  nChanged 6
		SP:Iteration 34Q (49272.520000 sec): 3 clusters
  Score: Raw -235130.526948 + Penalty 2486.459479 = -232644.067469
  nChanged 12
		SP:Iteration 35Q (49272.560000 sec): 3 clusters
  Score: Raw -235141.935743 + Penalty 2486.459479 = -232655.476263
  nChanged 14
		SP:Iteration 36Q (49272.600000 sec): 3 clusters
  Score: Raw -235150.587648 + Penalty 2486.459479 = -232664.128169
  nChanged 11
		SP:Iteration 37Q (49272.630000 sec): 3 clusters
  Score: Raw -235156.361796 + Penalty 2486.459479 = -232669.902317
  nChanged 9
		SP:Iteration 38Q (49272.670000 sec): 3 clusters
  Score: Raw -235161.900497 + Penalty 2486.459479 = -232675.441018
  nChanged 9
		SP:Iteration 39Q (49272.710000 sec): 3 clusters
  Score: Raw -235165.576601 + Penalty 2486.459479 = -232679.117122
  nChanged 4
		SP:Iteration 40F (49272.750000 sec): 3 clusters
  Score: Raw -235166.921882 + Penalty 2486.459479 = -232680.462403
  nChanged 2
		SP:Iteration 41Q (49272.780000 sec): 3 clusters
  Score: Raw -235167.311878 + Penalty 2486.459479 = -232680.852398
  nChanged 1
		SP:Iteration 42Q (49272.820000 sec): 3 clusters
  Score: Raw -235167.794003 + Penalty 2486.459479 = -232681.334524
  nChanged 0
		SP:Iteration 43F (49272.860000 sec): 3 clusters
  Score: Raw -235167.794003 + Penalty 2486.459479 = -232681.334524
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 51 (2591 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49272.930000 sec): 2 clusters
  Score: Raw -308880.031591 + Penalty 1277.217367 = -307602.814224
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49272.980000 sec): 3 clusters
  Score: Raw -307688.345999 + Penalty 2554.434734 = -305133.911265
  nChanged 957
		SP:Iteration 1F (49273.030000 sec): 3 clusters
  Score: Raw -308346.410575 + Penalty 2554.434734 = -305791.975842
  nChanged 233
		SP:Iteration 2F (49273.080000 sec): 3 clusters
  Score: Raw -308518.439297 + Penalty 2554.434734 = -305964.004563
  nChanged 135
		SP:Iteration 3F (49273.120000 sec): 3 clusters
  Score: Raw -308631.892923 + Penalty 2554.434734 = -306077.458189
  nChanged 121
		SP:Iteration 4Q (49273.170000 sec): 3 clusters
  Score: Raw -308728.504047 + Penalty 2554.434734 = -306174.069314
  nChanged 112
		SP:Iteration 5Q (49273.220000 sec): 3 clusters
  Score: Raw -308817.946906 + Penalty 2554.434734 = -306263.512172
  nChanged 85
		SP:Iteration 6Q (49273.260000 sec): 3 clusters
  Score: Raw -308877.564546 + Penalty 2554.434734 = -306323.129813
  nChanged 66
		SP:Iteration 7Q (49273.310000 sec): 3 clusters
  Score: Raw -308920.152542 + Penalty 2554.434734 = -306365.717808
  nChanged 68
		SP:Iteration 8Q (49273.360000 sec): 3 clusters
  Score: Raw -308962.534055 + Penalty 2554.434734 = -306408.099321
  nChanged 62
		SP:Iteration 9Q (49273.410000 sec): 3 clusters
  Score: Raw -308998.822705 + Penalty 2554.434734 = -306444.387971
  nChanged 49
		SP:Iteration 10Q (49273.450000 sec): 3 clusters
  Score: Raw -309027.191787 + Penalty 2554.434734 = -306472.757053
  nChanged 49
		SP:Iteration 11Q (49273.500000 sec): 3 clusters
  Score: Raw -309060.493288 + Penalty 2554.434734 = -306506.058554
  nChanged 52
		SP:Iteration 12Q (49273.550000 sec): 3 clusters
  Score: Raw -309091.024522 + Penalty 2554.434734 = -306536.589788
  nChanged 44
		SP:Iteration 13Q (49273.590000 sec): 3 clusters
  Score: Raw -309118.177230 + Penalty 2554.434734 = -306563.742496
  nChanged 38
		SP:Iteration 14Q (49273.640000 sec): 3 clusters
  Score: Raw -309143.792706 + Penalty 2554.434734 = -306589.357972
  nChanged 35
		SP:Iteration 15Q (49273.690000 sec): 3 clusters
  Score: Raw -309162.534966 + Penalty 2554.434734 = -306608.100232
  nChanged 20
		SP:Iteration 16Q (49273.730000 sec): 3 clusters
  Score: Raw -309175.366591 + Penalty 2554.434734 = -306620.931857
  nChanged 15
		SP:Iteration 17Q (49273.790000 sec): 3 clusters
  Score: Raw -309182.050125 + Penalty 2554.434734 = -306627.615391
  nChanged 7
		SP:Iteration 18Q (49273.830000 sec): 3 clusters
  Score: Raw -309185.445186 + Penalty 2554.434734 = -306631.010452
  nChanged 7
		SP:Iteration 19Q (49273.880000 sec): 3 clusters
  Score: Raw -309192.193621 + Penalty 2554.434734 = -306637.758887
  nChanged 12
		SP:Iteration 20F (49273.930000 sec): 3 clusters
  Score: Raw -309198.435820 + Penalty 2554.434734 = -306644.001086
  nChanged 8
		SP:Iteration 21Q (49273.970000 sec): 3 clusters
  Score: Raw -309201.349204 + Penalty 2554.434734 = -306646.914470
  nChanged 11
		SP:Iteration 22Q (49274.020000 sec): 3 clusters
  Score: Raw -309205.087900 + Penalty 2554.434734 = -306650.653166
  nChanged 6
		SP:Iteration 23Q (49274.070000 sec): 3 clusters
  Score: Raw -309207.418409 + Penalty 2554.434734 = -306652.983675
  nChanged 1
		SP:Iteration 24Q (49274.110000 sec): 3 clusters
  Score: Raw -309207.671529 + Penalty 2554.434734 = -306653.236796
  nChanged 2
		SP:Iteration 25Q (49274.160000 sec): 3 clusters
  Score: Raw -309208.960277 + Penalty 2554.434734 = -306654.525544
  nChanged 2
		SP:Iteration 26Q (49274.210000 sec): 3 clusters
  Score: Raw -309210.100607 + Penalty 2554.434734 = -306655.665873
  nChanged 1
		SP:Iteration 27Q (49274.250000 sec): 3 clusters
  Score: Raw -309210.203768 + Penalty 2554.434734 = -306655.769034
  nChanged 0
		SP:Iteration 28F (49274.300000 sec): 3 clusters
  Score: Raw -309210.203768 + Penalty 2554.434734 = -306655.769034
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 52 (14687 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49274.470000 sec): 2 clusters
  Score: Raw -1752845.565090 + Penalty 1559.141680 = -1751286.423411
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49274.690000 sec): 3 clusters
  Score: Raw -1744140.294381 + Penalty 3118.283359 = -1741022.011022
  nChanged 6586
		SP:Iteration 1F (49274.880000 sec): 3 clusters
  Score: Raw -1747696.907349 + Penalty 3118.283359 = -1744578.623990
  nChanged 799
		SP:Iteration 2F (49275.080000 sec): 3 clusters
  Score: Raw -1747984.864220 + Penalty 3118.283359 = -1744866.580861
  nChanged 621
		SP:Iteration 3Q (49275.280000 sec): 3 clusters
  Score: Raw -1748180.855437 + Penalty 3118.283359 = -1745062.572078
  nChanged 514
		SP:Iteration 4Q (49275.470000 sec): 3 clusters
  Score: Raw -1748350.093668 + Penalty 3118.283359 = -1745231.810309
  nChanged 475
		SP:Iteration 5Q (49275.670000 sec): 3 clusters
  Score: Raw -1748496.760932 + Penalty 3118.283359 = -1745378.477573
  nChanged 447
		SP:Iteration 6Q (49275.870000 sec): 3 clusters
  Score: Raw -1748626.927714 + Penalty 3118.283359 = -1745508.644355
  nChanged 404
		SP:Iteration 7Q (49276.070000 sec): 3 clusters
  Score: Raw -1748737.003473 + Penalty 3118.283359 = -1745618.720114
  nChanged 370
		SP:Iteration 8Q (49276.270000 sec): 3 clusters
  Score: Raw -1748841.861405 + Penalty 3118.283359 = -1745723.578046
  nChanged 357
		SP:Iteration 9Q (49276.470000 sec): 3 clusters
  Score: Raw -1748941.921097 + Penalty 3118.283359 = -1745823.637738
  nChanged 360
		SP:Iteration 10Q (49276.670000 sec): 3 clusters
  Score: Raw -1749042.658124 + Penalty 3118.283359 = -1745924.374765
  nChanged 372
		SP:Iteration 11Q (49276.860000 sec): 3 clusters
  Score: Raw -1749160.877008 + Penalty 3118.283359 = -1746042.593649
  nChanged 417
		SP:Iteration 12Q (49277.060000 sec): 3 clusters
  Score: Raw -1749309.380557 + Penalty 3118.283359 = -1746191.097198
  nChanged 451
		SP:Iteration 13Q (49277.260000 sec): 3 clusters
  Score: Raw -1749487.360333 + Penalty 3118.283359 = -1746369.076974
  nChanged 519
		SP:Iteration 14Q (49277.460000 sec): 3 clusters
  Score: Raw -1749721.048425 + Penalty 3118.283359 = -1746602.765066
  nChanged 547
		SP:Iteration 15Q (49277.660000 sec): 3 clusters
  Score: Raw -1749987.212058 + Penalty 3118.283359 = -1746868.928699
  nChanged 599
		SP:Iteration 16Q (49277.860000 sec): 3 clusters
  Score: Raw -1750327.040458 + Penalty 3118.283359 = -1747208.757099
  nChanged 643
		SP:Iteration 17Q (49278.050000 sec): 3 clusters
  Score: Raw -1750744.910732 + Penalty 3118.283359 = -1747626.627373
  nChanged 691
		SP:Iteration 18Q (49278.250000 sec): 3 clusters
  Score: Raw -1751215.825960 + Penalty 3118.283359 = -1748097.542601
  nChanged 615
		SP:Iteration 19Q (49278.450000 sec): 3 clusters
  Score: Raw -1751674.313471 + Penalty 3118.283359 = -1748556.030112
  nChanged 506
		SP:Iteration 20F (49278.650000 sec): 3 clusters
  Score: Raw -1752063.163931 + Penalty 3118.283359 = -1748944.880572
  nChanged 393
		SP:Iteration 21Q (49278.830000 sec): 3 clusters
  Score: Raw -1752360.822213 + Penalty 3118.283359 = -1749242.538854
  nChanged 290
		SP:Iteration 22Q (49279.020000 sec): 3 clusters
  Score: Raw -1752592.627780 + Penalty 3118.283359 = -1749474.344421
  nChanged 178
		SP:Iteration 23Q (49279.250000 sec): 3 clusters
  Score: Raw -1752733.899418 + Penalty 3118.283359 = -1749615.616059
  nChanged 111
		SP:Iteration 24Q (49279.440000 sec): 3 clusters
  Score: Raw -1752825.781042 + Penalty 3118.283359 = -1749707.497683
  nChanged 68
		SP:Iteration 25Q (49279.620000 sec): 3 clusters
  Score: Raw -1752882.799291 + Penalty 3118.283359 = -1749764.515932
  nChanged 37
		SP:Iteration 26Q (49279.850000 sec): 3 clusters
  Score: Raw -1752912.750177 + Penalty 3118.283359 = -1749794.466818
  nChanged 33
		SP:Iteration 27Q (49280.060000 sec): 3 clusters
  Score: Raw -1752942.878680 + Penalty 3118.283359 = -1749824.595321
  nChanged 24
		SP:Iteration 28Q (49280.230000 sec): 3 clusters
  Score: Raw -1752960.188582 + Penalty 3118.283359 = -1749841.905223
  nChanged 22
		SP:Iteration 29Q (49280.420000 sec): 3 clusters
  Score: Raw -1752978.859067 + Penalty 3118.283359 = -1749860.575708
  nChanged 16
		SP:Iteration 30Q (49280.600000 sec): 3 clusters
  Score: Raw -1752995.292934 + Penalty 3118.283359 = -1749877.009575
  nChanged 16
		SP:Iteration 31Q (49280.830000 sec): 3 clusters
  Score: Raw -1753005.552521 + Penalty 3118.283359 = -1749887.269162
  nChanged 8
		SP:Iteration 32Q (49281.010000 sec): 3 clusters
  Score: Raw -1753013.656495 + Penalty 3118.283359 = -1749895.373136
  nChanged 10
		SP:Iteration 33Q (49281.200000 sec): 3 clusters
  Score: Raw -1753020.244638 + Penalty 3118.283359 = -1749901.961279
  nChanged 3
		SP:Iteration 34Q (49281.420000 sec): 3 clusters
  Score: Raw -1753021.863889 + Penalty 3118.283359 = -1749903.580530
  nChanged 4
		SP:Iteration 35Q (49281.680000 sec): 3 clusters
  Score: Raw -1753024.702032 + Penalty 3118.283359 = -1749906.418673
  nChanged 4
		SP:Iteration 36Q (49281.860000 sec): 3 clusters
  Score: Raw -1753027.279319 + Penalty 3118.283359 = -1749908.995960
  nChanged 2
		SP:Iteration 37Q (49282.040000 sec): 3 clusters
  Score: Raw -1753029.952776 + Penalty 3118.283359 = -1749911.669417
  nChanged 3
		SP:Iteration 38Q (49282.270000 sec): 3 clusters
  Score: Raw -1753032.064607 + Penalty 3118.283359 = -1749913.781248
  nChanged 4
		SP:Iteration 39Q (49282.450000 sec): 3 clusters
  Score: Raw -1753036.472672 + Penalty 3118.283359 = -1749918.189313
  nChanged 2
		SP:Iteration 40F (49282.700000 sec): 3 clusters
  Score: Raw -1753038.466960 + Penalty 3118.283359 = -1749920.183601
  nChanged 2
		SP:Iteration 41Q (49282.880000 sec): 3 clusters
  Score: Raw -1753040.023883 + Penalty 3118.283359 = -1749921.740524
  nChanged 2
		SP:Iteration 42Q (49283.060000 sec): 3 clusters
  Score: Raw -1753041.606917 + Penalty 3118.283359 = -1749923.323558
  nChanged 3
		SP:Iteration 43Q (49283.240000 sec): 3 clusters
  Score: Raw -1753044.337649 + Penalty 3118.283359 = -1749926.054290
  nChanged 2
		SP:Iteration 44Q (49283.470000 sec): 3 clusters
  Score: Raw -1753045.703006 + Penalty 3118.283359 = -1749927.419647
  nChanged 1
		SP:Iteration 45Q (49283.650000 sec): 3 clusters
  Score: Raw -1753046.152023 + Penalty 3118.283359 = -1749927.868664
  nChanged 0
		SP:Iteration 46F (49283.890000 sec): 3 clusters
  Score: Raw -1753046.152023 + Penalty 3118.283359 = -1749927.868664
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 53 (5582 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49283.970000 sec): 2 clusters
  Score: Raw -699557.029498 + Penalty 1401.936642 = -698155.092856
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49284.080000 sec): 3 clusters
  Score: Raw -696611.647808 + Penalty 2803.873285 = -693807.774524
  nChanged 2326
		SP:Iteration 1F (49284.170000 sec): 3 clusters
  Score: Raw -697847.180541 + Penalty 2803.873285 = -695043.307257
  nChanged 439
		SP:Iteration 2F (49284.260000 sec): 3 clusters
  Score: Raw -698123.678670 + Penalty 2803.873285 = -695319.805386
  nChanged 367
		SP:Iteration 3F (49284.360000 sec): 3 clusters
  Score: Raw -698358.175951 + Penalty 2803.873285 = -695554.302667
  nChanged 346
		SP:Iteration 4F (49284.460000 sec): 3 clusters
  Score: Raw -698573.471287 + Penalty 2803.873285 = -695769.598002
  nChanged 286
		SP:Iteration 5F (49284.550000 sec): 3 clusters
  Score: Raw -698748.196856 + Penalty 2803.873285 = -695944.323571
  nChanged 259
		SP:Iteration 6Q (49284.640000 sec): 3 clusters
  Score: Raw -698887.410502 + Penalty 2803.873285 = -696083.537217
  nChanged 207
		SP:Iteration 7Q (49284.740000 sec): 3 clusters
  Score: Raw -698993.847332 + Penalty 2803.873285 = -696189.974048
  nChanged 162
		SP:Iteration 8Q (49284.830000 sec): 3 clusters
  Score: Raw -699070.913282 + Penalty 2803.873285 = -696267.039997
  nChanged 138
		SP:Iteration 9Q (49284.920000 sec): 3 clusters
  Score: Raw -699130.033529 + Penalty 2803.873285 = -696326.160244
  nChanged 116
		SP:Iteration 10Q (49285.020000 sec): 3 clusters
  Score: Raw -699180.504724 + Penalty 2803.873285 = -696376.631439
  nChanged 95
		SP:Iteration 11Q (49285.110000 sec): 3 clusters
  Score: Raw -699217.360478 + Penalty 2803.873285 = -696413.487194
  nChanged 76
		SP:Iteration 12Q (49285.200000 sec): 3 clusters
  Score: Raw -699245.466834 + Penalty 2803.873285 = -696441.593549
  nChanged 52
		SP:Iteration 13Q (49285.300000 sec): 3 clusters
  Score: Raw -699265.677191 + Penalty 2803.873285 = -696461.803907
  nChanged 49
		SP:Iteration 14Q (49285.390000 sec): 3 clusters
  Score: Raw -699284.266753 + Penalty 2803.873285 = -696480.393468
  nChanged 39
		SP:Iteration 15Q (49285.490000 sec): 3 clusters
  Score: Raw -699295.153768 + Penalty 2803.873285 = -696491.280483
  nChanged 36
		SP:Iteration 16Q (49285.580000 sec): 3 clusters
  Score: Raw -699308.836550 + Penalty 2803.873285 = -696504.963265
  nChanged 35
		SP:Iteration 17Q (49285.670000 sec): 3 clusters
  Score: Raw -699321.778506 + Penalty 2803.873285 = -696517.905221
  nChanged 30
		SP:Iteration 18Q (49285.770000 sec): 3 clusters
  Score: Raw -699333.311171 + Penalty 2803.873285 = -696529.437886
  nChanged 30
		SP:Iteration 19Q (49285.860000 sec): 3 clusters
  Score: Raw -699342.374032 + Penalty 2803.873285 = -696538.500748
  nChanged 21
		SP:Iteration 20F (49285.960000 sec): 3 clusters
  Score: Raw -699349.610623 + Penalty 2803.873285 = -696545.737339
  nChanged 18
		SP:Iteration 21Q (49286.050000 sec): 3 clusters
  Score: Raw -699354.718197 + Penalty 2803.873285 = -696550.844913
  nChanged 14
		SP:Iteration 22Q (49286.140000 sec): 3 clusters
  Score: Raw -699358.939328 + Penalty 2803.873285 = -696555.066043
  nChanged 16
		SP:Iteration 23Q (49286.240000 sec): 3 clusters
  Score: Raw -699363.489920 + Penalty 2803.873285 = -696559.616635
  nChanged 13
		SP:Iteration 24Q (49286.330000 sec): 3 clusters
  Score: Raw -699366.988727 + Penalty 2803.873285 = -696563.115443
  nChanged 16
		SP:Iteration 25Q (49286.420000 sec): 3 clusters
  Score: Raw -699371.619444 + Penalty 2803.873285 = -696567.746159
  nChanged 10
		SP:Iteration 26Q (49286.520000 sec): 3 clusters
  Score: Raw -699375.451946 + Penalty 2803.873285 = -696571.578661
  nChanged 14
		SP:Iteration 27Q (49286.610000 sec): 3 clusters
  Score: Raw -699382.496333 + Penalty 2803.873285 = -696578.623049
  nChanged 30
		SP:Iteration 28Q (49286.710000 sec): 3 clusters
  Score: Raw -699397.816158 + Penalty 2803.873285 = -696593.942873
  nChanged 35
		SP:Iteration 29Q (49286.800000 sec): 3 clusters
  Score: Raw -699411.550030 + Penalty 2803.873285 = -696607.676746
  nChanged 36
		SP:Iteration 30Q (49286.900000 sec): 3 clusters
  Score: Raw -699425.424360 + Penalty 2803.873285 = -696621.551076
  nChanged 31
		SP:Iteration 31Q (49286.990000 sec): 3 clusters
  Score: Raw -699437.020265 + Penalty 2803.873285 = -696633.146980
  nChanged 23
		SP:Iteration 32Q (49287.080000 sec): 3 clusters
  Score: Raw -699443.731400 + Penalty 2803.873285 = -696639.858116
  nChanged 18
		SP:Iteration 33Q (49287.180000 sec): 3 clusters
  Score: Raw -699449.422989 + Penalty 2803.873285 = -696645.549704
  nChanged 21
		SP:Iteration 34Q (49287.280000 sec): 3 clusters
  Score: Raw -699457.158273 + Penalty 2803.873285 = -696653.284989
  nChanged 19
		SP:Iteration 35Q (49287.370000 sec): 3 clusters
  Score: Raw -699464.212498 + Penalty 2803.873285 = -696660.339214
  nChanged 12
		SP:Iteration 36Q (49287.470000 sec): 3 clusters
  Score: Raw -699468.170557 + Penalty 2803.873285 = -696664.297273
  nChanged 16
		SP:Iteration 37Q (49287.560000 sec): 3 clusters
  Score: Raw -699474.492794 + Penalty 2803.873285 = -696670.619509
  nChanged 18
		SP:Iteration 38Q (49287.650000 sec): 3 clusters
  Score: Raw -699480.993762 + Penalty 2803.873285 = -696677.120477
  nChanged 18
		SP:Iteration 39Q (49287.750000 sec): 3 clusters
  Score: Raw -699487.731054 + Penalty 2803.873285 = -696683.857770
  nChanged 21
		SP:Iteration 40F (49287.840000 sec): 3 clusters
  Score: Raw -699494.382041 + Penalty 2803.873285 = -696690.508757
  nChanged 15
		SP:Iteration 41Q (49287.930000 sec): 3 clusters
  Score: Raw -699499.777307 + Penalty 2803.873285 = -696695.904022
  nChanged 15
		SP:Iteration 42Q (49288.030000 sec): 3 clusters
  Score: Raw -699504.505641 + Penalty 2803.873285 = -696700.632356
  nChanged 12
		SP:Iteration 43Q (49288.120000 sec): 3 clusters
  Score: Raw -699507.661276 + Penalty 2803.873285 = -696703.787992
  nChanged 14
		SP:Iteration 44Q (49288.220000 sec): 3 clusters
  Score: Raw -699512.194756 + Penalty 2803.873285 = -696708.321471
  nChanged 11
		SP:Iteration 45Q (49288.310000 sec): 3 clusters
  Score: Raw -699516.120757 + Penalty 2803.873285 = -696712.247472
  nChanged 16
		SP:Iteration 46Q (49288.410000 sec): 3 clusters
  Score: Raw -699521.994904 + Penalty 2803.873285 = -696718.121620
  nChanged 16
		SP:Iteration 47Q (49288.500000 sec): 3 clusters
  Score: Raw -699526.846699 + Penalty 2803.873285 = -696722.973414
  nChanged 11
		SP:Iteration 48Q (49288.590000 sec): 3 clusters
  Score: Raw -699530.677940 + Penalty 2803.873285 = -696726.804655
  nChanged 9
		SP:Iteration 49Q (49288.690000 sec): 3 clusters
  Score: Raw -699533.053516 + Penalty 2803.873285 = -696729.180231
  nChanged 9
		SP:Iteration 50Q (49288.780000 sec): 3 clusters
  Score: Raw -699536.173296 + Penalty 2803.873285 = -696732.300012
  nChanged 8
		SP:Iteration 51Q (49288.870000 sec): 3 clusters
  Score: Raw -699539.406878 + Penalty 2803.873285 = -696735.533593
  nChanged 12
		SP:Iteration 52Q (49288.970000 sec): 3 clusters
  Score: Raw -699544.124257 + Penalty 2803.873285 = -696740.250972
  nChanged 9
		SP:Iteration 53Q (49289.060000 sec): 3 clusters
  Score: Raw -699548.104985 + Penalty 2803.873285 = -696744.231701
  nChanged 9
		SP:Iteration 54Q (49289.150000 sec): 3 clusters
  Score: Raw -699551.290547 + Penalty 2803.873285 = -696747.417262
  nChanged 11
		SP:Iteration 55Q (49289.250000 sec): 3 clusters
  Score: Raw -699555.745797 + Penalty 2803.873285 = -696751.872512
  nChanged 7
		SP:Iteration 56Q (49289.340000 sec): 3 clusters
  Score: Raw -699558.493211 + Penalty 2803.873285 = -696754.619926
  nChanged 12
		SP:Iteration 57Q (49289.430000 sec): 3 clusters
  Score: Raw -699563.370116 + Penalty 2803.873285 = -696759.496831
  nChanged 10
		SP:Iteration 58Q (49289.530000 sec): 3 clusters
  Score: Raw -699567.554985 + Penalty 2803.873285 = -696763.681701
  nChanged 12
		SP:Iteration 59Q (49289.620000 sec): 3 clusters
  Score: Raw -699572.493806 + Penalty 2803.873285 = -696768.620522
  nChanged 8
		SP:Iteration 60F (49289.710000 sec): 3 clusters
  Score: Raw -699575.005790 + Penalty 2803.873285 = -696771.132505
  nChanged 7
		SP:Iteration 61Q (49289.810000 sec): 3 clusters
  Score: Raw -699577.383241 + Penalty 2803.873285 = -696773.509957
  nChanged 10
		SP:Iteration 62Q (49289.900000 sec): 3 clusters
  Score: Raw -699581.745263 + Penalty 2803.873285 = -696777.871978
  nChanged 12
		SP:Iteration 63Q (49289.990000 sec): 3 clusters
  Score: Raw -699587.228110 + Penalty 2803.873285 = -696783.354825
  nChanged 14
		SP:Iteration 64Q (49290.090000 sec): 3 clusters
  Score: Raw -699592.294804 + Penalty 2803.873285 = -696788.421519
  nChanged 16
		SP:Iteration 65Q (49290.180000 sec): 3 clusters
  Score: Raw -699598.311245 + Penalty 2803.873285 = -696794.437960
  nChanged 11
		SP:Iteration 66Q (49290.270000 sec): 3 clusters
  Score: Raw -699604.079348 + Penalty 2803.873285 = -696800.206063
  nChanged 8
		SP:Iteration 67Q (49290.370000 sec): 3 clusters
  Score: Raw -699607.523159 + Penalty 2803.873285 = -696803.649875
  nChanged 7
		SP:Iteration 68Q (49290.460000 sec): 3 clusters
  Score: Raw -699609.837783 + Penalty 2803.873285 = -696805.964499
  nChanged 5
		SP:Iteration 69Q (49290.550000 sec): 3 clusters
  Score: Raw -699611.826774 + Penalty 2803.873285 = -696807.953489
  nChanged 6
		SP:Iteration 70Q (49290.650000 sec): 3 clusters
  Score: Raw -699613.520532 + Penalty 2803.873285 = -696809.647247
  nChanged 3
		SP:Iteration 71Q (49290.740000 sec): 3 clusters
  Score: Raw -699614.409303 + Penalty 2803.873285 = -696810.536018
  nChanged 3
		SP:Iteration 72Q (49290.830000 sec): 3 clusters
  Score: Raw -699615.398385 + Penalty 2803.873285 = -696811.525101
  nChanged 2
		SP:Iteration 73Q (49290.920000 sec): 3 clusters
  Score: Raw -699616.133964 + Penalty 2803.873285 = -696812.260680
  nChanged 4
		SP:Iteration 74Q (49291.010000 sec): 3 clusters
  Score: Raw -699617.554238 + Penalty 2803.873285 = -696813.680953
  nChanged 3
		SP:Iteration 75Q (49291.110000 sec): 3 clusters
  Score: Raw -699619.204823 + Penalty 2803.873285 = -696815.331539
  nChanged 4
		SP:Iteration 76Q (49291.200000 sec): 3 clusters
  Score: Raw -699620.523488 + Penalty 2803.873285 = -696816.650204
  nChanged 4
		SP:Iteration 77Q (49291.290000 sec): 3 clusters
  Score: Raw -699621.546844 + Penalty 2803.873285 = -696817.673559
  nChanged 3
		SP:Iteration 78Q (49291.390000 sec): 3 clusters
  Score: Raw -699622.582784 + Penalty 2803.873285 = -696818.709499
  nChanged 2
		SP:Iteration 79Q (49291.480000 sec): 3 clusters
  Score: Raw -699623.579819 + Penalty 2803.873285 = -696819.706535
  nChanged 2
		SP:Iteration 80F (49291.570000 sec): 3 clusters
  Score: Raw -699624.271055 + Penalty 2803.873285 = -696820.397770
  nChanged 1
		SP:Iteration 81Q (49291.670000 sec): 3 clusters
  Score: Raw -699624.546598 + Penalty 2803.873285 = -696820.673314
  nChanged 2
		SP:Iteration 82Q (49291.760000 sec): 3 clusters
  Score: Raw -699624.874241 + Penalty 2803.873285 = -696821.000957
  nChanged 1
		SP:Iteration 83Q (49291.850000 sec): 3 clusters
  Score: Raw -699625.005663 + Penalty 2803.873285 = -696821.132379
  nChanged 0
		SP:Iteration 84F (49291.950000 sec): 3 clusters
  Score: Raw -699625.005663 + Penalty 2803.873285 = -696821.132379
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 54 (28612 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49292.210000 sec): 2 clusters
  Score: Raw -3323407.136759 + Penalty 1667.506992 = -3321739.629767
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49292.540000 sec): 3 clusters
  Score: Raw -3305661.573201 + Penalty 3335.013984 = -3302326.559217
  nChanged 13216
		SP:Iteration 1F (49292.860000 sec): 3 clusters
  Score: Raw -3313335.667770 + Penalty 3335.013984 = -3310000.653786
  nChanged 1637
		SP:Iteration 2F (49293.210000 sec): 3 clusters
  Score: Raw -3314093.001391 + Penalty 3335.013984 = -3310757.987407
  nChanged 1692
		SP:Iteration 3F (49293.550000 sec): 3 clusters
  Score: Raw -3314968.646746 + Penalty 3335.013984 = -3311633.632762
  nChanged 1689
		SP:Iteration 4F (49293.900000 sec): 3 clusters
  Score: Raw -3315989.900962 + Penalty 3335.013984 = -3312654.886978
  nChanged 1684
		SP:Iteration 5F (49294.240000 sec): 3 clusters
  Score: Raw -3317019.464351 + Penalty 3335.013984 = -3313684.450367
  nChanged 1566
		SP:Iteration 6F (49294.590000 sec): 3 clusters
  Score: Raw -3317920.174217 + Penalty 3335.013984 = -3314585.160233
  nChanged 1387
		SP:Iteration 7Q (49294.930000 sec): 3 clusters
  Score: Raw -3318679.113855 + Penalty 3335.013984 = -3315344.099871
  nChanged 1209
		SP:Iteration 8Q (49295.270000 sec): 3 clusters
  Score: Raw -3319349.972673 + Penalty 3335.013984 = -3316014.958689
  nChanged 1102
		SP:Iteration 9Q (49295.610000 sec): 3 clusters
  Score: Raw -3319951.857563 + Penalty 3335.013984 = -3316616.843579
  nChanged 997
		SP:Iteration 10Q (49295.950000 sec): 3 clusters
  Score: Raw -3320537.954245 + Penalty 3335.013984 = -3317202.940261
  nChanged 870
		SP:Iteration 11Q (49296.280000 sec): 3 clusters
  Score: Raw -3321090.427279 + Penalty 3335.013984 = -3317755.413295
  nChanged 817
		SP:Iteration 12Q (49296.640000 sec): 3 clusters
  Score: Raw -3321664.375735 + Penalty 3335.013984 = -3318329.361751
  nChanged 721
		SP:Iteration 13Q (49296.970000 sec): 3 clusters
  Score: Raw -3322160.217914 + Penalty 3335.013984 = -3318825.203930
  nChanged 616
		SP:Iteration 14Q (49297.320000 sec): 3 clusters
  Score: Raw -3322579.232136 + Penalty 3335.013984 = -3319244.218152
  nChanged 522
		SP:Iteration 15Q (49297.670000 sec): 3 clusters
  Score: Raw -3322892.589105 + Penalty 3335.013984 = -3319557.575121
  nChanged 447
		SP:Iteration 16Q (49298.020000 sec): 3 clusters
  Score: Raw -3323119.226256 + Penalty 3335.013984 = -3319784.212272
  nChanged 386
		SP:Iteration 17Q (49298.340000 sec): 3 clusters
  Score: Raw -3323288.916874 + Penalty 3335.013984 = -3319953.902890
  nChanged 351
		SP:Iteration 18Q (49298.680000 sec): 3 clusters
  Score: Raw -3323430.429836 + Penalty 3335.013984 = -3320095.415852
  nChanged 273
		SP:Iteration 19Q (49299.030000 sec): 3 clusters
  Score: Raw -3323531.742696 + Penalty 3335.013984 = -3320196.728712
  nChanged 250
		SP:Iteration 20F (49299.400000 sec): 3 clusters
  Score: Raw -3323625.837173 + Penalty 3335.013984 = -3320290.823189
  nChanged 236
		SP:Iteration 21Q (49299.740000 sec): 3 clusters
  Score: Raw -3323718.424176 + Penalty 3335.013984 = -3320383.410192
  nChanged 207
		SP:Iteration 22Q (49300.090000 sec): 3 clusters
  Score: Raw -3323794.157252 + Penalty 3335.013984 = -3320459.143268
  nChanged 180
		SP:Iteration 23Q (49300.440000 sec): 3 clusters
  Score: Raw -3323854.558463 + Penalty 3335.013984 = -3320519.544479
  nChanged 153
		SP:Iteration 24Q (49300.780000 sec): 3 clusters
  Score: Raw -3323901.486454 + Penalty 3335.013984 = -3320566.472470
  nChanged 131
		SP:Iteration 25Q (49301.130000 sec): 3 clusters
  Score: Raw -3323938.833702 + Penalty 3335.013984 = -3320603.819718
  nChanged 122
		SP:Iteration 26Q (49301.480000 sec): 3 clusters
  Score: Raw -3323974.677220 + Penalty 3335.013984 = -3320639.663236
  nChanged 113
		SP:Iteration 27Q (49301.820000 sec): 3 clusters
  Score: Raw -3324008.944802 + Penalty 3335.013984 = -3320673.930818
  nChanged 104
		SP:Iteration 28Q (49302.160000 sec): 3 clusters
  Score: Raw -3324041.406085 + Penalty 3335.013984 = -3320706.392101
  nChanged 109
		SP:Iteration 29Q (49302.520000 sec): 3 clusters
  Score: Raw -3324073.863707 + Penalty 3335.013984 = -3320738.849723
  nChanged 105
		SP:Iteration 30Q (49302.860000 sec): 3 clusters
  Score: Raw -3324109.568813 + Penalty 3335.013984 = -3320774.554829
  nChanged 94
		SP:Iteration 31Q (49303.210000 sec): 3 clusters
  Score: Raw -3324148.315172 + Penalty 3335.013984 = -3320813.301188
  nChanged 89
		SP:Iteration 32Q (49303.560000 sec): 3 clusters
  Score: Raw -3324194.917700 + Penalty 3335.013984 = -3320859.903716
  nChanged 106
		SP:Iteration 33Q (49303.900000 sec): 3 clusters
  Score: Raw -3324246.109132 + Penalty 3335.013984 = -3320911.095148
  nChanged 93
		SP:Iteration 34Q (49304.250000 sec): 3 clusters
  Score: Raw -3324291.764393 + Penalty 3335.013984 = -3320956.750409
  nChanged 77
		SP:Iteration 35Q (49304.600000 sec): 3 clusters
  Score: Raw -3324327.652480 + Penalty 3335.013984 = -3320992.638496
  nChanged 78
		SP:Iteration 36Q (49304.950000 sec): 3 clusters
  Score: Raw -3324357.375334 + Penalty 3335.013984 = -3321022.361350
  nChanged 72
		SP:Iteration 37Q (49305.290000 sec): 3 clusters
  Score: Raw -3324380.262266 + Penalty 3335.013984 = -3321045.248282
  nChanged 58
		SP:Iteration 38Q (49305.640000 sec): 3 clusters
  Score: Raw -3324396.027285 + Penalty 3335.013984 = -3321061.013301
  nChanged 55
		SP:Iteration 39Q (49305.980000 sec): 3 clusters
  Score: Raw -3324407.688725 + Penalty 3335.013984 = -3321072.674741
  nChanged 33
		SP:Iteration 40F (49306.350000 sec): 3 clusters
  Score: Raw -3324415.161102 + Penalty 3335.013984 = -3321080.147118
  nChanged 23
		SP:Iteration 41Q (49306.670000 sec): 3 clusters
  Score: Raw -3324419.291123 + Penalty 3335.013984 = -3321084.277139
  nChanged 21
		SP:Iteration 42Q (49307.020000 sec): 3 clusters
  Score: Raw -3324424.036587 + Penalty 3335.013984 = -3321089.022603
  nChanged 26
		SP:Iteration 43Q (49307.370000 sec): 3 clusters
  Score: Raw -3324430.629284 + Penalty 3335.013984 = -3321095.615300
  nChanged 26
		SP:Iteration 44Q (49307.710000 sec): 3 clusters
  Score: Raw -3324435.273473 + Penalty 3335.013984 = -3321100.259489
  nChanged 11
		SP:Iteration 45Q (49308.060000 sec): 3 clusters
  Score: Raw -3324437.633762 + Penalty 3335.013984 = -3321102.619778
  nChanged 11
		SP:Iteration 46Q (49308.400000 sec): 3 clusters
  Score: Raw -3324439.841663 + Penalty 3335.013984 = -3321104.827679
  nChanged 10
		SP:Iteration 47Q (49308.750000 sec): 3 clusters
  Score: Raw -3324442.147119 + Penalty 3335.013984 = -3321107.133135
  nChanged 18
		SP:Iteration 48Q (49309.100000 sec): 3 clusters
  Score: Raw -3324446.016831 + Penalty 3335.013984 = -3321111.002847
  nChanged 18
		SP:Iteration 49Q (49309.450000 sec): 3 clusters
  Score: Raw -3324450.109077 + Penalty 3335.013984 = -3321115.095093
  nChanged 13
		SP:Iteration 50Q (49309.790000 sec): 3 clusters
  Score: Raw -3324452.412949 + Penalty 3335.013984 = -3321117.398965
  nChanged 20
		SP:Iteration 51Q (49310.140000 sec): 3 clusters
  Score: Raw -3324455.790789 + Penalty 3335.013984 = -3321120.776805
  nChanged 12
		SP:Iteration 52Q (49310.490000 sec): 3 clusters
  Score: Raw -3324458.254245 + Penalty 3335.013984 = -3321123.240261
  nChanged 11
		SP:Iteration 53Q (49310.830000 sec): 3 clusters
  Score: Raw -3324460.215289 + Penalty 3335.013984 = -3321125.201305
  nChanged 9
		SP:Iteration 54Q (49311.180000 sec): 3 clusters
  Score: Raw -3324461.613487 + Penalty 3335.013984 = -3321126.599503
  nChanged 9
		SP:Iteration 55Q (49311.530000 sec): 3 clusters
  Score: Raw -3324463.621398 + Penalty 3335.013984 = -3321128.607414
  nChanged 10
		SP:Iteration 56Q (49311.870000 sec): 3 clusters
  Score: Raw -3324465.933405 + Penalty 3335.013984 = -3321130.919421
  nChanged 12
		SP:Iteration 57Q (49312.220000 sec): 3 clusters
  Score: Raw -3324468.859778 + Penalty 3335.013984 = -3321133.845794
  nChanged 9
		SP:Iteration 58Q (49312.560000 sec): 3 clusters
  Score: Raw -3324470.547309 + Penalty 3335.013984 = -3321135.533325
  nChanged 11
		SP:Iteration 59Q (49312.910000 sec): 3 clusters
  Score: Raw -3324472.533079 + Penalty 3335.013984 = -3321137.519095
  nChanged 11
		SP:Iteration 60F (49313.280000 sec): 3 clusters
  Score: Raw -3324473.932081 + Penalty 3335.013984 = -3321138.918097
  nChanged 4
		SP:Iteration 61Q (49313.620000 sec): 3 clusters
  Score: Raw -3324474.827365 + Penalty 3335.013984 = -3321139.813381
  nChanged 4
		SP:Iteration 62Q (49313.970000 sec): 3 clusters
  Score: Raw -3324475.338861 + Penalty 3335.013984 = -3321140.324877
  nChanged 4
		SP:Iteration 63Q (49314.320000 sec): 3 clusters
  Score: Raw -3324476.319173 + Penalty 3335.013984 = -3321141.305189
  nChanged 4
		SP:Iteration 64Q (49314.660000 sec): 3 clusters
  Score: Raw -3324476.789882 + Penalty 3335.013984 = -3321141.775898
  nChanged 3
		SP:Iteration 65Q (49315.010000 sec): 3 clusters
  Score: Raw -3324477.153897 + Penalty 3335.013984 = -3321142.139913
  nChanged 2
		SP:Iteration 66Q (49315.360000 sec): 3 clusters
  Score: Raw -3324477.434009 + Penalty 3335.013984 = -3321142.420025
  nChanged 2
		SP:Iteration 67Q (49315.710000 sec): 3 clusters
  Score: Raw -3324478.021859 + Penalty 3335.013984 = -3321143.007875
  nChanged 3
		SP:Iteration 68Q (49316.050000 sec): 3 clusters
  Score: Raw -3324478.894852 + Penalty 3335.013984 = -3321143.880868
  nChanged 3
		SP:Iteration 69Q (49316.400000 sec): 3 clusters
  Score: Raw -3324479.642790 + Penalty 3335.013984 = -3321144.628806
  nChanged 3
		SP:Iteration 70Q (49316.750000 sec): 3 clusters
  Score: Raw -3324480.051084 + Penalty 3335.013984 = -3321145.037100
  nChanged 4
		SP:Iteration 71Q (49317.090000 sec): 3 clusters
  Score: Raw -3324480.503262 + Penalty 3335.013984 = -3321145.489278
  nChanged 2
		SP:Iteration 72Q (49317.440000 sec): 3 clusters
  Score: Raw -3324480.815893 + Penalty 3335.013984 = -3321145.801909
  nChanged 3
		SP:Iteration 73Q (49317.770000 sec): 3 clusters
  Score: Raw -3324481.098503 + Penalty 3335.013984 = -3321146.084519
  nChanged 2
		SP:Iteration 74Q (49318.120000 sec): 3 clusters
  Score: Raw -3324481.495140 + Penalty 3335.013984 = -3321146.481156
  nChanged 2
		SP:Iteration 75Q (49318.460000 sec): 3 clusters
  Score: Raw -3324481.664832 + Penalty 3335.013984 = -3321146.650848
  nChanged 2
		SP:Iteration 76Q (49318.810000 sec): 3 clusters
  Score: Raw -3324481.969464 + Penalty 3335.013984 = -3321146.955480
  nChanged 1
		SP:Iteration 77Q (49319.160000 sec): 3 clusters
  Score: Raw -3324482.107816 + Penalty 3335.013984 = -3321147.093832
  nChanged 1
		SP:Iteration 78Q (49319.500000 sec): 3 clusters
  Score: Raw -3324482.198421 + Penalty 3335.013984 = -3321147.184437
  nChanged 2
		SP:Iteration 79Q (49319.850000 sec): 3 clusters
  Score: Raw -3324483.087823 + Penalty 3335.013984 = -3321148.073839
  nChanged 2
		SP:Iteration 80F (49320.220000 sec): 3 clusters
  Score: Raw -3324483.628158 + Penalty 3335.013984 = -3321148.614174
  nChanged 6
		SP:Iteration 81Q (49320.530000 sec): 3 clusters
  Score: Raw -3324484.913402 + Penalty 3335.013984 = -3321149.899418
  nChanged 5
		SP:Iteration 82Q (49320.880000 sec): 3 clusters
  Score: Raw -3324485.820805 + Penalty 3335.013984 = -3321150.806821
  nChanged 3
		SP:Iteration 83Q (49321.220000 sec): 3 clusters
  Score: Raw -3324486.649399 + Penalty 3335.013984 = -3321151.635415
  nChanged 4
		SP:Iteration 84Q (49321.560000 sec): 3 clusters
  Score: Raw -3324487.247631 + Penalty 3335.013984 = -3321152.233647
  nChanged 2
		SP:Iteration 85Q (49321.910000 sec): 3 clusters
  Score: Raw -3324487.499350 + Penalty 3335.013984 = -3321152.485366
  nChanged 1
		SP:Iteration 86Q (49322.260000 sec): 3 clusters
  Score: Raw -3324487.640369 + Penalty 3335.013984 = -3321152.626385
  nChanged 1
		SP:Iteration 87Q (49322.600000 sec): 3 clusters
  Score: Raw -3324487.730385 + Penalty 3335.013984 = -3321152.716401
  nChanged 0
		SP:Iteration 88F (49322.970000 sec): 3 clusters
  Score: Raw -3324487.730385 + Penalty 3335.013984 = -3321152.716401
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 55 (9697 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49323.080000 sec): 2 clusters
  Score: Raw -1110052.819704 + Penalty 1491.680424 = -1108561.139280
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49323.240000 sec): 3 clusters
  Score: Raw -1104550.461589 + Penalty 2983.360847 = -1101567.100741
  nChanged 4222
		SP:Iteration 1F (49323.360000 sec): 3 clusters
  Score: Raw -1107360.467800 + Penalty 2983.360847 = -1104377.106953
  nChanged 978
		SP:Iteration 2F (49323.500000 sec): 3 clusters
  Score: Raw -1108380.773207 + Penalty 2983.360847 = -1105397.412359
  nChanged 906
		SP:Iteration 3F (49323.670000 sec): 3 clusters
  Score: Raw -1109253.254713 + Penalty 2983.360847 = -1106269.893866
  nChanged 729
		SP:Iteration 4F (49323.840000 sec): 3 clusters
  Score: Raw -1109862.278971 + Penalty 2983.360847 = -1106878.918124
  nChanged 548
		SP:Iteration 5F (49323.980000 sec): 3 clusters
  Score: Raw -1110332.613654 + Penalty 2983.360847 = -1107349.252807
  nChanged 518
		SP:Iteration 6F (49324.110000 sec): 3 clusters
  Score: Raw -1110777.758173 + Penalty 2983.360847 = -1107794.397325
  nChanged 435
		SP:Iteration 7Q (49324.270000 sec): 3 clusters
  Score: Raw -1111160.420140 + Penalty 2983.360847 = -1108177.059292
  nChanged 338
		SP:Iteration 8Q (49324.420000 sec): 3 clusters
  Score: Raw -1111452.945093 + Penalty 2983.360847 = -1108469.584245
  nChanged 255
		SP:Iteration 9Q (49324.560000 sec): 3 clusters
  Score: Raw -1111652.136927 + Penalty 2983.360847 = -1108668.776080
  nChanged 204
		SP:Iteration 10Q (49324.680000 sec): 3 clusters
  Score: Raw -1111807.751692 + Penalty 2983.360847 = -1108824.390845
  nChanged 161
		SP:Iteration 11Q (49324.840000 sec): 3 clusters
  Score: Raw -1111915.035553 + Penalty 2983.360847 = -1108931.674706
  nChanged 115
		SP:Iteration 12Q (49324.990000 sec): 3 clusters
  Score: Raw -1111973.238766 + Penalty 2983.360847 = -1108989.877919
  nChanged 84
		SP:Iteration 13Q (49325.140000 sec): 3 clusters
  Score: Raw -1112002.559944 + Penalty 2983.360847 = -1109019.199097
  nChanged 51
		SP:Iteration 14Q (49325.260000 sec): 3 clusters
  Score: Raw -1112019.924450 + Penalty 2983.360847 = -1109036.563603
  nChanged 42
		SP:Iteration 15Q (49325.380000 sec): 3 clusters
  Score: Raw -1112030.475192 + Penalty 2983.360847 = -1109047.114345
  nChanged 26
		SP:Iteration 16Q (49325.510000 sec): 3 clusters
  Score: Raw -1112035.600277 + Penalty 2983.360847 = -1109052.239429
  nChanged 12
		SP:Iteration 17Q (49325.670000 sec): 3 clusters
  Score: Raw -1112037.726420 + Penalty 2983.360847 = -1109054.365572
  nChanged 8
		SP:Iteration 18Q (49325.820000 sec): 3 clusters
  Score: Raw -1112038.987384 + Penalty 2983.360847 = -1109055.626537
  nChanged 5
		SP:Iteration 19Q (49325.960000 sec): 3 clusters
  Score: Raw -1112039.644800 + Penalty 2983.360847 = -1109056.283952
  nChanged 0
		SP:Iteration 20F (49326.090000 sec): 3 clusters
  Score: Raw -1112039.644800 + Penalty 2983.360847 = -1109056.283952
  nChanged 0
  Score: Raw -119131798.337885 + Penalty 263292.920647 = -118868505.417238

Splitting cluster 55 changes total score from -118868486.822167 to -118868505.417238

 So it's getting split into cluster 117.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 56 (5710 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49685.350000 sec): 2 clusters
  Score: Raw -641495.851742 + Penalty 1405.620824 = -640090.230917
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49685.450000 sec): 3 clusters
  Score: Raw -638455.524662 + Penalty 2811.241648 = -635644.283013
  nChanged 2345
		SP:Iteration 1F (49685.550000 sec): 3 clusters
  Score: Raw -639838.645698 + Penalty 2811.241648 = -637027.404050
  nChanged 505
		SP:Iteration 2F (49685.650000 sec): 3 clusters
  Score: Raw -640207.170007 + Penalty 2811.241648 = -637395.928359
  nChanged 434
		SP:Iteration 3F (49685.740000 sec): 3 clusters
  Score: Raw -640482.829101 + Penalty 2811.241648 = -637671.587452
  nChanged 325
		SP:Iteration 4F (49685.840000 sec): 3 clusters
  Score: Raw -640694.651230 + Penalty 2811.241648 = -637883.409582
  nChanged 288
		SP:Iteration 5F (49685.930000 sec): 3 clusters
  Score: Raw -640837.710649 + Penalty 2811.241648 = -638026.469001
  nChanged 222
		SP:Iteration 6Q (49686.030000 sec): 3 clusters
  Score: Raw -640929.000817 + Penalty 2811.241648 = -638117.759169
  nChanged 165
		SP:Iteration 7Q (49686.130000 sec): 3 clusters
  Score: Raw -641008.056142 + Penalty 2811.241648 = -638196.814494
  nChanged 143
		SP:Iteration 8Q (49686.230000 sec): 3 clusters
  Score: Raw -641080.625740 + Penalty 2811.241648 = -638269.384092
  nChanged 134
		SP:Iteration 9Q (49686.320000 sec): 3 clusters
  Score: Raw -641146.736980 + Penalty 2811.241648 = -638335.495332
  nChanged 140
		SP:Iteration 10Q (49686.420000 sec): 3 clusters
  Score: Raw -641204.070679 + Penalty 2811.241648 = -638392.829030
  nChanged 106
		SP:Iteration 11Q (49686.510000 sec): 3 clusters
  Score: Raw -641254.691745 + Penalty 2811.241648 = -638443.450097
  nChanged 111
		SP:Iteration 12Q (49686.610000 sec): 3 clusters
  Score: Raw -641300.837872 + Penalty 2811.241648 = -638489.596223
  nChanged 103
		SP:Iteration 13Q (49686.710000 sec): 3 clusters
  Score: Raw -641336.948396 + Penalty 2811.241648 = -638525.706748
  nChanged 92
		SP:Iteration 14Q (49686.810000 sec): 3 clusters
  Score: Raw -641369.639137 + Penalty 2811.241648 = -638558.397489
  nChanged 72
		SP:Iteration 15Q (49686.900000 sec): 3 clusters
  Score: Raw -641390.772638 + Penalty 2811.241648 = -638579.530989
  nChanged 50
		SP:Iteration 16Q (49687.000000 sec): 3 clusters
  Score: Raw -641403.645635 + Penalty 2811.241648 = -638592.403986
  nChanged 33
		SP:Iteration 17Q (49687.090000 sec): 3 clusters
  Score: Raw -641413.322933 + Penalty 2811.241648 = -638602.081285
  nChanged 31
		SP:Iteration 18Q (49687.190000 sec): 3 clusters
  Score: Raw -641420.622333 + Penalty 2811.241648 = -638609.380685
  nChanged 26
		SP:Iteration 19Q (49687.290000 sec): 3 clusters
  Score: Raw -641426.941467 + Penalty 2811.241648 = -638615.699819
  nChanged 20
		SP:Iteration 20F (49687.390000 sec): 3 clusters
  Score: Raw -641430.553410 + Penalty 2811.241648 = -638619.311761
  nChanged 14
		SP:Iteration 21Q (49687.480000 sec): 3 clusters
  Score: Raw -641433.266799 + Penalty 2811.241648 = -638622.025151
  nChanged 11
		SP:Iteration 22Q (49687.580000 sec): 3 clusters
  Score: Raw -641436.382917 + Penalty 2811.241648 = -638625.141268
  nChanged 14
		SP:Iteration 23Q (49687.670000 sec): 3 clusters
  Score: Raw -641439.474585 + Penalty 2811.241648 = -638628.232936
  nChanged 11
		SP:Iteration 24Q (49687.770000 sec): 3 clusters
  Score: Raw -641442.237830 + Penalty 2811.241648 = -638630.996182
  nChanged 14
		SP:Iteration 25Q (49687.870000 sec): 3 clusters
  Score: Raw -641446.103069 + Penalty 2811.241648 = -638634.861420
  nChanged 18
		SP:Iteration 26Q (49687.970000 sec): 3 clusters
  Score: Raw -641451.395666 + Penalty 2811.241648 = -638640.154017
  nChanged 22
		SP:Iteration 27Q (49688.060000 sec): 3 clusters
  Score: Raw -641458.021794 + Penalty 2811.241648 = -638646.780145
  nChanged 26
		SP:Iteration 28Q (49688.160000 sec): 3 clusters
  Score: Raw -641468.073407 + Penalty 2811.241648 = -638656.831759
  nChanged 35
		SP:Iteration 29Q (49688.260000 sec): 3 clusters
  Score: Raw -641482.092693 + Penalty 2811.241648 = -638670.851045
  nChanged 52
		SP:Iteration 30Q (49688.350000 sec): 3 clusters
  Score: Raw -641501.860381 + Penalty 2811.241648 = -638690.618733
  nChanged 49
		SP:Iteration 31Q (49688.510000 sec): 3 clusters
  Score: Raw -641519.797348 + Penalty 2811.241648 = -638708.555700
  nChanged 49
		SP:Iteration 32Q (49688.610000 sec): 3 clusters
  Score: Raw -641539.018440 + Penalty 2811.241648 = -638727.776791
  nChanged 47
		SP:Iteration 33Q (49688.710000 sec): 3 clusters
  Score: Raw -641558.033323 + Penalty 2811.241648 = -638746.791675
  nChanged 58
		SP:Iteration 34Q (49688.800000 sec): 3 clusters
  Score: Raw -641582.192490 + Penalty 2811.241648 = -638770.950842
  nChanged 51
		SP:Iteration 35Q (49688.900000 sec): 3 clusters
  Score: Raw -641604.517155 + Penalty 2811.241648 = -638793.275507
  nChanged 54
		SP:Iteration 36Q (49689.000000 sec): 3 clusters
  Score: Raw -641625.573849 + Penalty 2811.241648 = -638814.332201
  nChanged 49
		SP:Iteration 37Q (49689.100000 sec): 3 clusters
  Score: Raw -641644.948086 + Penalty 2811.241648 = -638833.706438
  nChanged 51
		SP:Iteration 38Q (49689.200000 sec): 3 clusters
  Score: Raw -641664.124381 + Penalty 2811.241648 = -638852.882733
  nChanged 52
		SP:Iteration 39Q (49689.290000 sec): 3 clusters
  Score: Raw -641686.388189 + Penalty 2811.241648 = -638875.146541
  nChanged 41
		SP:Iteration 40F (49689.380000 sec): 3 clusters
  Score: Raw -641705.694579 + Penalty 2811.241648 = -638894.452930
  nChanged 38
		SP:Iteration 41Q (49689.480000 sec): 3 clusters
  Score: Raw -641723.665449 + Penalty 2811.241648 = -638912.423801
  nChanged 41
		SP:Iteration 42Q (49689.580000 sec): 3 clusters
  Score: Raw -641744.320835 + Penalty 2811.241648 = -638933.079186
  nChanged 51
		SP:Iteration 43Q (49689.680000 sec): 3 clusters
  Score: Raw -641772.118376 + Penalty 2811.241648 = -638960.876727
  nChanged 42
		SP:Iteration 44Q (49689.770000 sec): 3 clusters
  Score: Raw -641791.417524 + Penalty 2811.241648 = -638980.175876
  nChanged 21
		SP:Iteration 45Q (49689.870000 sec): 3 clusters
  Score: Raw -641798.772078 + Penalty 2811.241648 = -638987.530430
  nChanged 19
		SP:Iteration 46Q (49689.960000 sec): 3 clusters
  Score: Raw -641805.011732 + Penalty 2811.241648 = -638993.770084
  nChanged 11
		SP:Iteration 47Q (49690.060000 sec): 3 clusters
  Score: Raw -641809.697482 + Penalty 2811.241648 = -638998.455834
  nChanged 9
		SP:Iteration 48Q (49690.150000 sec): 3 clusters
  Score: Raw -641812.785749 + Penalty 2811.241648 = -639001.544100
  nChanged 7
		SP:Iteration 49Q (49690.250000 sec): 3 clusters
  Score: Raw -641814.783399 + Penalty 2811.241648 = -639003.541750
  nChanged 5
		SP:Iteration 50Q (49690.340000 sec): 3 clusters
  Score: Raw -641817.120009 + Penalty 2811.241648 = -639005.878360
  nChanged 4
		SP:Iteration 51Q (49690.440000 sec): 3 clusters
  Score: Raw -641818.771498 + Penalty 2811.241648 = -639007.529849
  nChanged 5
		SP:Iteration 52Q (49690.540000 sec): 3 clusters
  Score: Raw -641820.214902 + Penalty 2811.241648 = -639008.973254
  nChanged 3
		SP:Iteration 53Q (49690.630000 sec): 3 clusters
  Score: Raw -641820.827939 + Penalty 2811.241648 = -639009.586291
  nChanged 1
		SP:Iteration 54Q (49690.730000 sec): 3 clusters
  Score: Raw -641820.982080 + Penalty 2811.241648 = -639009.740432
  nChanged 1
		SP:Iteration 55Q (49690.820000 sec): 3 clusters
  Score: Raw -641821.162909 + Penalty 2811.241648 = -639009.921261
  nChanged 1
		SP:Iteration 56Q (49690.920000 sec): 3 clusters
  Score: Raw -641821.382440 + Penalty 2811.241648 = -639010.140791
  nChanged 1
		SP:Iteration 57Q (49691.010000 sec): 3 clusters
  Score: Raw -641821.548212 + Penalty 2811.241648 = -639010.306564
  nChanged 0
		SP:Iteration 58F (49691.100000 sec): 3 clusters
  Score: Raw -641821.548212 + Penalty 2811.241648 = -639010.306564
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 57 (3663 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49691.180000 sec): 2 clusters
  Score: Raw -442182.104248 + Penalty 1333.481136 = -440848.623112
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49691.260000 sec): 3 clusters
  Score: Raw -440366.511826 + Penalty 2666.962273 = -437699.549553
  nChanged 1411
		SP:Iteration 1F (49691.330000 sec): 3 clusters
  Score: Raw -441167.268680 + Penalty 2666.962273 = -438500.306407
  nChanged 293
		SP:Iteration 2F (49691.400000 sec): 3 clusters
  Score: Raw -441325.216131 + Penalty 2666.962273 = -438658.253858
  nChanged 194
		SP:Iteration 3F (49691.460000 sec): 3 clusters
  Score: Raw -441422.010761 + Penalty 2666.962273 = -438755.048488
  nChanged 142
		SP:Iteration 4Q (49691.530000 sec): 3 clusters
  Score: Raw -441496.808746 + Penalty 2666.962273 = -438829.846473
  nChanged 123
		SP:Iteration 5Q (49691.600000 sec): 3 clusters
  Score: Raw -441565.462838 + Penalty 2666.962273 = -438898.500565
  nChanged 109
		SP:Iteration 6Q (49691.660000 sec): 3 clusters
  Score: Raw -441619.954119 + Penalty 2666.962273 = -438952.991846
  nChanged 103
		SP:Iteration 7Q (49691.730000 sec): 3 clusters
  Score: Raw -441671.779981 + Penalty 2666.962273 = -439004.817708
  nChanged 100
		SP:Iteration 8Q (49691.800000 sec): 3 clusters
  Score: Raw -441718.285881 + Penalty 2666.962273 = -439051.323609
  nChanged 80
		SP:Iteration 9Q (49691.870000 sec): 3 clusters
  Score: Raw -441755.400772 + Penalty 2666.962273 = -439088.438499
  nChanged 70
		SP:Iteration 10Q (49691.940000 sec): 3 clusters
  Score: Raw -441791.208883 + Penalty 2666.962273 = -439124.246610
  nChanged 76
		SP:Iteration 11Q (49692.000000 sec): 3 clusters
  Score: Raw -441830.158221 + Penalty 2666.962273 = -439163.195948
  nChanged 69
		SP:Iteration 12Q (49692.070000 sec): 3 clusters
  Score: Raw -441871.965833 + Penalty 2666.962273 = -439205.003560
  nChanged 76
		SP:Iteration 13Q (49692.140000 sec): 3 clusters
  Score: Raw -441909.659376 + Penalty 2666.962273 = -439242.697103
  nChanged 70
		SP:Iteration 14Q (49692.200000 sec): 3 clusters
  Score: Raw -441942.660801 + Penalty 2666.962273 = -439275.698528
  nChanged 64
		SP:Iteration 15Q (49692.270000 sec): 3 clusters
  Score: Raw -441975.136473 + Penalty 2666.962273 = -439308.174200
  nChanged 58
		SP:Iteration 16Q (49692.340000 sec): 3 clusters
  Score: Raw -442001.284195 + Penalty 2666.962273 = -439334.321922
  nChanged 49
		SP:Iteration 17Q (49692.400000 sec): 3 clusters
  Score: Raw -442020.930661 + Penalty 2666.962273 = -439353.968388
  nChanged 42
		SP:Iteration 18Q (49692.470000 sec): 3 clusters
  Score: Raw -442036.433767 + Penalty 2666.962273 = -439369.471494
  nChanged 37
		SP:Iteration 19Q (49692.540000 sec): 3 clusters
  Score: Raw -442051.384801 + Penalty 2666.962273 = -439384.422528
  nChanged 35
		SP:Iteration 20F (49692.610000 sec): 3 clusters
  Score: Raw -442066.547084 + Penalty 2666.962273 = -439399.584811
  nChanged 35
		SP:Iteration 21Q (49692.670000 sec): 3 clusters
  Score: Raw -442081.755271 + Penalty 2666.962273 = -439414.792998
  nChanged 30
		SP:Iteration 22Q (49692.740000 sec): 3 clusters
  Score: Raw -442093.392363 + Penalty 2666.962273 = -439426.430090
  nChanged 32
		SP:Iteration 23Q (49692.810000 sec): 3 clusters
  Score: Raw -442107.798155 + Penalty 2666.962273 = -439440.835882
  nChanged 29
		SP:Iteration 24Q (49692.880000 sec): 3 clusters
  Score: Raw -442118.842657 + Penalty 2666.962273 = -439451.880384
  nChanged 29
		SP:Iteration 25Q (49692.940000 sec): 3 clusters
  Score: Raw -442127.805340 + Penalty 2666.962273 = -439460.843067
  nChanged 23
		SP:Iteration 26Q (49693.010000 sec): 3 clusters
  Score: Raw -442137.655009 + Penalty 2666.962273 = -439470.692736
  nChanged 24
		SP:Iteration 27Q (49693.080000 sec): 3 clusters
  Score: Raw -442146.316268 + Penalty 2666.962273 = -439479.353995
  nChanged 19
		SP:Iteration 28Q (49693.140000 sec): 3 clusters
  Score: Raw -442153.499887 + Penalty 2666.962273 = -439486.537614
  nChanged 19
		SP:Iteration 29Q (49693.210000 sec): 3 clusters
  Score: Raw -442162.565145 + Penalty 2666.962273 = -439495.602872
  nChanged 28
		SP:Iteration 30Q (49693.280000 sec): 3 clusters
  Score: Raw -442173.797162 + Penalty 2666.962273 = -439506.834889
  nChanged 17
		SP:Iteration 31Q (49693.340000 sec): 3 clusters
  Score: Raw -442184.178291 + Penalty 2666.962273 = -439517.216018
  nChanged 23
		SP:Iteration 32Q (49693.410000 sec): 3 clusters
  Score: Raw -442196.278910 + Penalty 2666.962273 = -439529.316637
  nChanged 27
		SP:Iteration 33Q (49693.480000 sec): 3 clusters
  Score: Raw -442211.221082 + Penalty 2666.962273 = -439544.258809
  nChanged 43
		SP:Iteration 34Q (49693.540000 sec): 3 clusters
  Score: Raw -442230.889214 + Penalty 2666.962273 = -439563.926941
  nChanged 31
		SP:Iteration 35Q (49693.610000 sec): 3 clusters
  Score: Raw -442248.313690 + Penalty 2666.962273 = -439581.351418
  nChanged 35
		SP:Iteration 36Q (49693.680000 sec): 3 clusters
  Score: Raw -442265.833232 + Penalty 2666.962273 = -439598.870959
  nChanged 36
		SP:Iteration 37Q (49693.750000 sec): 3 clusters
  Score: Raw -442280.968540 + Penalty 2666.962273 = -439614.006267
  nChanged 36
		SP:Iteration 38Q (49693.810000 sec): 3 clusters
  Score: Raw -442295.780588 + Penalty 2666.962273 = -439628.818315
  nChanged 33
		SP:Iteration 39Q (49693.880000 sec): 3 clusters
  Score: Raw -442311.558066 + Penalty 2666.962273 = -439644.595793
  nChanged 35
		SP:Iteration 40F (49693.950000 sec): 3 clusters
  Score: Raw -442327.857226 + Penalty 2666.962273 = -439660.894953
  nChanged 32
		SP:Iteration 41Q (49694.020000 sec): 3 clusters
  Score: Raw -442340.333018 + Penalty 2666.962273 = -439673.370745
  nChanged 24
		SP:Iteration 42Q (49694.080000 sec): 3 clusters
  Score: Raw -442346.340412 + Penalty 2666.962273 = -439679.378139
  nChanged 13
		SP:Iteration 43Q (49694.150000 sec): 3 clusters
  Score: Raw -442349.640628 + Penalty 2666.962273 = -439682.678355
  nChanged 9
		SP:Iteration 44Q (49694.220000 sec): 3 clusters
  Score: Raw -442351.647398 + Penalty 2666.962273 = -439684.685125
  nChanged 9
		SP:Iteration 45Q (49694.280000 sec): 3 clusters
  Score: Raw -442354.391364 + Penalty 2666.962273 = -439687.429091
  nChanged 6
		SP:Iteration 46Q (49694.350000 sec): 3 clusters
  Score: Raw -442355.781985 + Penalty 2666.962273 = -439688.819712
  nChanged 5
		SP:Iteration 47Q (49694.420000 sec): 3 clusters
  Score: Raw -442356.727946 + Penalty 2666.962273 = -439689.765673
  nChanged 3
		SP:Iteration 48Q (49694.480000 sec): 3 clusters
  Score: Raw -442357.478542 + Penalty 2666.962273 = -439690.516269
  nChanged 2
		SP:Iteration 49Q (49694.550000 sec): 3 clusters
  Score: Raw -442358.285591 + Penalty 2666.962273 = -439691.323318
  nChanged 4
		SP:Iteration 50Q (49694.620000 sec): 3 clusters
  Score: Raw -442359.716939 + Penalty 2666.962273 = -439692.754666
  nChanged 7
		SP:Iteration 51Q (49694.690000 sec): 3 clusters
  Score: Raw -442361.753281 + Penalty 2666.962273 = -439694.791008
  nChanged 7
		SP:Iteration 52Q (49694.750000 sec): 3 clusters
  Score: Raw -442363.530487 + Penalty 2666.962273 = -439696.568215
  nChanged 3
		SP:Iteration 53Q (49694.820000 sec): 3 clusters
  Score: Raw -442364.673409 + Penalty 2666.962273 = -439697.711136
  nChanged 4
		SP:Iteration 54Q (49694.890000 sec): 3 clusters
  Score: Raw -442366.079073 + Penalty 2666.962273 = -439699.116800
  nChanged 5
		SP:Iteration 55Q (49694.950000 sec): 3 clusters
  Score: Raw -442367.883001 + Penalty 2666.962273 = -439700.920728
  nChanged 5
		SP:Iteration 56Q (49695.020000 sec): 3 clusters
  Score: Raw -442369.497251 + Penalty 2666.962273 = -439702.534979
  nChanged 7
		SP:Iteration 57Q (49695.090000 sec): 3 clusters
  Score: Raw -442372.007295 + Penalty 2666.962273 = -439705.045022
  nChanged 5
		SP:Iteration 58Q (49695.150000 sec): 3 clusters
  Score: Raw -442373.620653 + Penalty 2666.962273 = -439706.658380
  nChanged 2
		SP:Iteration 59Q (49695.220000 sec): 3 clusters
  Score: Raw -442374.154582 + Penalty 2666.962273 = -439707.192309
  nChanged 5
		SP:Iteration 60F (49695.290000 sec): 3 clusters
  Score: Raw -442375.852994 + Penalty 2666.962273 = -439708.890721
  nChanged 6
		SP:Iteration 61Q (49695.350000 sec): 3 clusters
  Score: Raw -442377.467506 + Penalty 2666.962273 = -439710.505233
  nChanged 4
		SP:Iteration 62Q (49695.420000 sec): 3 clusters
  Score: Raw -442378.778946 + Penalty 2666.962273 = -439711.816673
  nChanged 8
		SP:Iteration 63Q (49695.490000 sec): 3 clusters
  Score: Raw -442381.156596 + Penalty 2666.962273 = -439714.194323
  nChanged 10
		SP:Iteration 64Q (49695.550000 sec): 3 clusters
  Score: Raw -442384.991235 + Penalty 2666.962273 = -439718.028962
  nChanged 16
		SP:Iteration 65Q (49695.620000 sec): 3 clusters
  Score: Raw -442389.329328 + Penalty 2666.962273 = -439722.367055
  nChanged 13
		SP:Iteration 66Q (49695.690000 sec): 3 clusters
  Score: Raw -442393.085110 + Penalty 2666.962273 = -439726.122837
  nChanged 12
		SP:Iteration 67Q (49695.750000 sec): 3 clusters
  Score: Raw -442396.708662 + Penalty 2666.962273 = -439729.746389
  nChanged 16
		SP:Iteration 68Q (49695.820000 sec): 3 clusters
  Score: Raw -442404.413953 + Penalty 2666.962273 = -439737.451680
  nChanged 18
		SP:Iteration 69Q (49695.890000 sec): 3 clusters
  Score: Raw -442411.191693 + Penalty 2666.962273 = -439744.229420
  nChanged 16
		SP:Iteration 70Q (49695.950000 sec): 3 clusters
  Score: Raw -442416.058448 + Penalty 2666.962273 = -439749.096175
  nChanged 7
		SP:Iteration 71Q (49696.020000 sec): 3 clusters
  Score: Raw -442418.125848 + Penalty 2666.962273 = -439751.163575
  nChanged 7
		SP:Iteration 72Q (49696.090000 sec): 3 clusters
  Score: Raw -442420.508067 + Penalty 2666.962273 = -439753.545794
  nChanged 7
		SP:Iteration 73Q (49696.150000 sec): 3 clusters
  Score: Raw -442422.586852 + Penalty 2666.962273 = -439755.624579
  nChanged 5
		SP:Iteration 74Q (49696.220000 sec): 3 clusters
  Score: Raw -442424.145231 + Penalty 2666.962273 = -439757.182958
  nChanged 8
		SP:Iteration 75Q (49696.290000 sec): 3 clusters
  Score: Raw -442426.563318 + Penalty 2666.962273 = -439759.601045
  nChanged 12
		SP:Iteration 76Q (49696.360000 sec): 3 clusters
  Score: Raw -442429.763806 + Penalty 2666.962273 = -439762.801534
  nChanged 9
		SP:Iteration 77Q (49696.430000 sec): 3 clusters
  Score: Raw -442432.076665 + Penalty 2666.962273 = -439765.114392
  nChanged 10
		SP:Iteration 78Q (49696.490000 sec): 3 clusters
  Score: Raw -442434.846458 + Penalty 2666.962273 = -439767.884185
  nChanged 8
		SP:Iteration 79Q (49696.560000 sec): 3 clusters
  Score: Raw -442436.800906 + Penalty 2666.962273 = -439769.838633
  nChanged 4
		SP:Iteration 80F (49696.630000 sec): 3 clusters
  Score: Raw -442438.005557 + Penalty 2666.962273 = -439771.043284
  nChanged 6
		SP:Iteration 81Q (49696.690000 sec): 3 clusters
  Score: Raw -442439.268292 + Penalty 2666.962273 = -439772.306019
  nChanged 6
		SP:Iteration 82Q (49696.760000 sec): 3 clusters
  Score: Raw -442441.233513 + Penalty 2666.962273 = -439774.271240
  nChanged 9
		SP:Iteration 83Q (49696.830000 sec): 3 clusters
  Score: Raw -442443.672461 + Penalty 2666.962273 = -439776.710188
  nChanged 11
		SP:Iteration 84Q (49696.890000 sec): 3 clusters
  Score: Raw -442446.546927 + Penalty 2666.962273 = -439779.584654
  nChanged 8
		SP:Iteration 85Q (49696.960000 sec): 3 clusters
  Score: Raw -442449.775995 + Penalty 2666.962273 = -439782.813722
  nChanged 8
		SP:Iteration 86Q (49697.020000 sec): 3 clusters
  Score: Raw -442452.589385 + Penalty 2666.962273 = -439785.627112
  nChanged 8
		SP:Iteration 87Q (49697.090000 sec): 3 clusters
  Score: Raw -442455.844395 + Penalty 2666.962273 = -439788.882122
  nChanged 12
		SP:Iteration 88Q (49697.160000 sec): 3 clusters
  Score: Raw -442461.288278 + Penalty 2666.962273 = -439794.326005
  nChanged 22
		SP:Iteration 89Q (49697.220000 sec): 3 clusters
  Score: Raw -442469.031869 + Penalty 2666.962273 = -439802.069596
  nChanged 16
		SP:Iteration 90Q (49697.290000 sec): 3 clusters
  Score: Raw -442475.575581 + Penalty 2666.962273 = -439808.613308
  nChanged 16
		SP:Iteration 91Q (49697.350000 sec): 3 clusters
  Score: Raw -442481.576890 + Penalty 2666.962273 = -439814.614617
  nChanged 10
		SP:Iteration 92Q (49697.420000 sec): 3 clusters
  Score: Raw -442484.271587 + Penalty 2666.962273 = -439817.309314
  nChanged 5
		SP:Iteration 93Q (49697.490000 sec): 3 clusters
  Score: Raw -442486.198824 + Penalty 2666.962273 = -439819.236551
  nChanged 7
		SP:Iteration 94Q (49697.550000 sec): 3 clusters
  Score: Raw -442488.347170 + Penalty 2666.962273 = -439821.384897
  nChanged 6
		SP:Iteration 95Q (49697.620000 sec): 3 clusters
  Score: Raw -442490.306288 + Penalty 2666.962273 = -439823.344015
  nChanged 4
		SP:Iteration 96Q (49697.690000 sec): 3 clusters
  Score: Raw -442491.088469 + Penalty 2666.962273 = -439824.126196
  nChanged 6
		SP:Iteration 97Q (49697.750000 sec): 3 clusters
  Score: Raw -442492.798390 + Penalty 2666.962273 = -439825.836117
  nChanged 7
		SP:Iteration 98Q (49697.820000 sec): 3 clusters
  Score: Raw -442494.195567 + Penalty 2666.962273 = -439827.233294
  nChanged 2
		SP:Iteration 99Q (49697.890000 sec): 3 clusters
  Score: Raw -442494.594912 + Penalty 2666.962273 = -439827.632640
  nChanged 2
		SP:Iteration 100F (49697.950000 sec): 3 clusters
  Score: Raw -442494.964480 + Penalty 2666.962273 = -439828.002207
  nChanged 1
		SP:Iteration 101Q (49698.020000 sec): 3 clusters
  Score: Raw -442495.141146 + Penalty 2666.962273 = -439828.178874
  nChanged 0
		SP:Iteration 102F (49698.090000 sec): 3 clusters
  Score: Raw -442495.141146 + Penalty 2666.962273 = -439828.178874
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 58 (8894 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49698.190000 sec): 2 clusters
  Score: Raw -1133025.256635 + Penalty 1477.633978 = -1131547.622657
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49698.330000 sec): 3 clusters
  Score: Raw -1128108.115454 + Penalty 2955.267956 = -1125152.847499
  nChanged 3797
		SP:Iteration 1F (49698.460000 sec): 3 clusters
  Score: Raw -1130110.640895 + Penalty 2955.267956 = -1127155.372939
  nChanged 517
		SP:Iteration 2F (49698.610000 sec): 3 clusters
  Score: Raw -1130325.163093 + Penalty 2955.267956 = -1127369.895137
  nChanged 419
		SP:Iteration 3Q (49698.750000 sec): 3 clusters
  Score: Raw -1130493.284906 + Penalty 2955.267956 = -1127538.016950
  nChanged 356
		SP:Iteration 4Q (49698.890000 sec): 3 clusters
  Score: Raw -1130634.115961 + Penalty 2955.267956 = -1127678.848006
  nChanged 312
		SP:Iteration 5Q (49699.030000 sec): 3 clusters
  Score: Raw -1130738.138524 + Penalty 2955.267956 = -1127782.870568
  nChanged 266
		SP:Iteration 6Q (49699.170000 sec): 3 clusters
  Score: Raw -1130828.535778 + Penalty 2955.267956 = -1127873.267822
  nChanged 277
		SP:Iteration 7Q (49699.310000 sec): 3 clusters
  Score: Raw -1130944.267111 + Penalty 2955.267956 = -1127988.999155
  nChanged 288
		SP:Iteration 8Q (49699.450000 sec): 3 clusters
  Score: Raw -1131065.328981 + Penalty 2955.267956 = -1128110.061026
  nChanged 308
		SP:Iteration 9Q (49699.600000 sec): 3 clusters
  Score: Raw -1131189.739997 + Penalty 2955.267956 = -1128234.472041
  nChanged 305
		SP:Iteration 10Q (49699.730000 sec): 3 clusters
  Score: Raw -1131334.361095 + Penalty 2955.267956 = -1128379.093139
  nChanged 359
		SP:Iteration 11Q (49699.870000 sec): 3 clusters
  Score: Raw -1131520.441151 + Penalty 2955.267956 = -1128565.173196
  nChanged 352
		SP:Iteration 12Q (49700.020000 sec): 3 clusters
  Score: Raw -1131716.378052 + Penalty 2955.267956 = -1128761.110097
  nChanged 351
		SP:Iteration 13Q (49700.160000 sec): 3 clusters
  Score: Raw -1131933.559492 + Penalty 2955.267956 = -1128978.291536
  nChanged 349
		SP:Iteration 14Q (49700.290000 sec): 3 clusters
  Score: Raw -1132161.013646 + Penalty 2955.267956 = -1129205.745691
  nChanged 313
		SP:Iteration 15Q (49700.430000 sec): 3 clusters
  Score: Raw -1132360.057763 + Penalty 2955.267956 = -1129404.789808
  nChanged 281
		SP:Iteration 16Q (49700.600000 sec): 3 clusters
  Score: Raw -1132571.827420 + Penalty 2955.267956 = -1129616.559464
  nChanged 210
		SP:Iteration 17Q (49700.760000 sec): 3 clusters
  Score: Raw -1132736.848026 + Penalty 2955.267956 = -1129781.580070
  nChanged 151
		SP:Iteration 18Q (49700.910000 sec): 3 clusters
  Score: Raw -1132848.647572 + Penalty 2955.267956 = -1129893.379616
  nChanged 114
		SP:Iteration 19Q (49701.040000 sec): 3 clusters
  Score: Raw -1132953.503198 + Penalty 2955.267956 = -1129998.235242
  nChanged 86
		SP:Iteration 20F (49701.170000 sec): 3 clusters
  Score: Raw -1133039.539504 + Penalty 2955.267956 = -1130084.271549
  nChanged 59
		SP:Iteration 21Q (49701.310000 sec): 3 clusters
  Score: Raw -1133088.313699 + Penalty 2955.267956 = -1130133.045743
  nChanged 39
		SP:Iteration 22Q (49701.440000 sec): 3 clusters
  Score: Raw -1133130.231830 + Penalty 2955.267956 = -1130174.963874
  nChanged 32
		SP:Iteration 23Q (49701.580000 sec): 3 clusters
  Score: Raw -1133158.581529 + Penalty 2955.267956 = -1130203.313574
  nChanged 22
		SP:Iteration 24Q (49701.710000 sec): 3 clusters
  Score: Raw -1133176.117773 + Penalty 2955.267956 = -1130220.849817
  nChanged 11
		SP:Iteration 25Q (49701.850000 sec): 3 clusters
  Score: Raw -1133185.445589 + Penalty 2955.267956 = -1130230.177634
  nChanged 7
		SP:Iteration 26Q (49701.980000 sec): 3 clusters
  Score: Raw -1133191.058129 + Penalty 2955.267956 = -1130235.790173
  nChanged 6
		SP:Iteration 27Q (49702.110000 sec): 3 clusters
  Score: Raw -1133197.005807 + Penalty 2955.267956 = -1130241.737851
  nChanged 7
		SP:Iteration 28Q (49702.240000 sec): 3 clusters
  Score: Raw -1133202.626171 + Penalty 2955.267956 = -1130247.358215
  nChanged 7
		SP:Iteration 29Q (49702.380000 sec): 3 clusters
  Score: Raw -1133210.607878 + Penalty 2955.267956 = -1130255.339922
  nChanged 11
		SP:Iteration 30Q (49702.510000 sec): 3 clusters
  Score: Raw -1133220.316531 + Penalty 2955.267956 = -1130265.048576
  nChanged 8
		SP:Iteration 31Q (49702.650000 sec): 3 clusters
  Score: Raw -1133228.453614 + Penalty 2955.267956 = -1130273.185659
  nChanged 6
		SP:Iteration 32Q (49702.780000 sec): 3 clusters
  Score: Raw -1133233.745818 + Penalty 2955.267956 = -1130278.477862
  nChanged 6
		SP:Iteration 33Q (49702.910000 sec): 3 clusters
  Score: Raw -1133239.168420 + Penalty 2955.267956 = -1130283.900464
  nChanged 3
		SP:Iteration 34Q (49703.030000 sec): 3 clusters
  Score: Raw -1133241.563846 + Penalty 2955.267956 = -1130286.295891
  nChanged 4
		SP:Iteration 35Q (49703.180000 sec): 3 clusters
  Score: Raw -1133245.342483 + Penalty 2955.267956 = -1130290.074528
  nChanged 5
		SP:Iteration 36Q (49703.320000 sec): 3 clusters
  Score: Raw -1133250.050129 + Penalty 2955.267956 = -1130294.782174
  nChanged 3
		SP:Iteration 37Q (49703.470000 sec): 3 clusters
  Score: Raw -1133252.743233 + Penalty 2955.267956 = -1130297.475278
  nChanged 3
		SP:Iteration 38Q (49703.610000 sec): 3 clusters
  Score: Raw -1133255.472296 + Penalty 2955.267956 = -1130300.204340
  nChanged 1
		SP:Iteration 39Q (49703.760000 sec): 3 clusters
  Score: Raw -1133256.511910 + Penalty 2955.267956 = -1130301.243954
  nChanged 0
		SP:Iteration 40F (49703.890000 sec): 3 clusters
  Score: Raw -1133256.511910 + Penalty 2955.267956 = -1130301.243954
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 59 (4603 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49703.980000 sec): 2 clusters
  Score: Raw -517787.988096 + Penalty 1370.600326 = -516417.387770
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49704.100000 sec): 3 clusters
  Score: Raw -515491.067025 + Penalty 2741.200652 = -512749.866373
  nChanged 1842
		SP:Iteration 1F (49704.180000 sec): 3 clusters
  Score: Raw -516730.213249 + Penalty 2741.200652 = -513989.012597
  nChanged 407
		SP:Iteration 2F (49704.270000 sec): 3 clusters
  Score: Raw -517046.558239 + Penalty 2741.200652 = -514305.357587
  nChanged 326
		SP:Iteration 3F (49704.360000 sec): 3 clusters
  Score: Raw -517330.175035 + Penalty 2741.200652 = -514588.974383
  nChanged 276
		SP:Iteration 4F (49704.450000 sec): 3 clusters
  Score: Raw -517571.282722 + Penalty 2741.200652 = -514830.082071
  nChanged 243
		SP:Iteration 5F (49704.540000 sec): 3 clusters
  Score: Raw -517773.763143 + Penalty 2741.200652 = -515032.562491
  nChanged 203
		SP:Iteration 6Q (49704.620000 sec): 3 clusters
  Score: Raw -517928.788825 + Penalty 2741.200652 = -515187.588173
  nChanged 171
		SP:Iteration 7Q (49704.710000 sec): 3 clusters
  Score: Raw -518055.055368 + Penalty 2741.200652 = -515313.854717
  nChanged 148
		SP:Iteration 8Q (49704.820000 sec): 3 clusters
  Score: Raw -518172.614483 + Penalty 2741.200652 = -515431.413831
  nChanged 126
		SP:Iteration 9Q (49704.900000 sec): 3 clusters
  Score: Raw -518280.189538 + Penalty 2741.200652 = -515538.988886
  nChanged 109
		SP:Iteration 10Q (49704.990000 sec): 3 clusters
  Score: Raw -518360.846917 + Penalty 2741.200652 = -515619.646265
  nChanged 111
		SP:Iteration 11Q (49705.070000 sec): 3 clusters
  Score: Raw -518435.079725 + Penalty 2741.200652 = -515693.879073
  nChanged 99
		SP:Iteration 12Q (49705.160000 sec): 3 clusters
  Score: Raw -518497.374643 + Penalty 2741.200652 = -515756.173991
  nChanged 68
		SP:Iteration 13Q (49705.240000 sec): 3 clusters
  Score: Raw -518532.673369 + Penalty 2741.200652 = -515791.472717
  nChanged 58
		SP:Iteration 14Q (49705.330000 sec): 3 clusters
  Score: Raw -518557.301616 + Penalty 2741.200652 = -515816.100964
  nChanged 43
		SP:Iteration 15Q (49705.410000 sec): 3 clusters
  Score: Raw -518575.349004 + Penalty 2741.200652 = -515834.148353
  nChanged 29
		SP:Iteration 16Q (49705.500000 sec): 3 clusters
  Score: Raw -518589.472568 + Penalty 2741.200652 = -515848.271916
  nChanged 25
		SP:Iteration 17Q (49705.580000 sec): 3 clusters
  Score: Raw -518605.946776 + Penalty 2741.200652 = -515864.746124
  nChanged 25
		SP:Iteration 18Q (49705.660000 sec): 3 clusters
  Score: Raw -518627.034516 + Penalty 2741.200652 = -515885.833864
  nChanged 27
		SP:Iteration 19Q (49705.750000 sec): 3 clusters
  Score: Raw -518647.047480 + Penalty 2741.200652 = -515905.846828
  nChanged 20
		SP:Iteration 20F (49705.840000 sec): 3 clusters
  Score: Raw -518658.028365 + Penalty 2741.200652 = -515916.827713
  nChanged 16
		SP:Iteration 21Q (49705.920000 sec): 3 clusters
  Score: Raw -518663.758265 + Penalty 2741.200652 = -515922.557614
  nChanged 16
		SP:Iteration 22Q (49706.000000 sec): 3 clusters
  Score: Raw -518669.104399 + Penalty 2741.200652 = -515927.903748
  nChanged 12
		SP:Iteration 23Q (49706.090000 sec): 3 clusters
  Score: Raw -518671.856607 + Penalty 2741.200652 = -515930.655955
  nChanged 6
		SP:Iteration 24Q (49706.180000 sec): 3 clusters
  Score: Raw -518674.675927 + Penalty 2741.200652 = -515933.475276
  nChanged 6
		SP:Iteration 25Q (49706.260000 sec): 3 clusters
  Score: Raw -518675.512682 + Penalty 2741.200652 = -515934.312030
  nChanged 3
		SP:Iteration 26Q (49706.340000 sec): 3 clusters
  Score: Raw -518676.255698 + Penalty 2741.200652 = -515935.055047
  nChanged 2
		SP:Iteration 27Q (49706.430000 sec): 3 clusters
  Score: Raw -518676.803253 + Penalty 2741.200652 = -515935.602602
  nChanged 1
		SP:Iteration 28Q (49706.510000 sec): 3 clusters
  Score: Raw -518677.139876 + Penalty 2741.200652 = -515935.939224
  nChanged 1
		SP:Iteration 29Q (49706.600000 sec): 3 clusters
  Score: Raw -518677.408486 + Penalty 2741.200652 = -515936.207834
  nChanged 0
		SP:Iteration 30F (49706.680000 sec): 3 clusters
  Score: Raw -518677.408486 + Penalty 2741.200652 = -515936.207834
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 60 (611 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49706.740000 sec): 2 clusters
  Score: Raw -70162.801594 + Penalty 1042.453256 = -69120.348338
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49706.750000 sec): 3 clusters
  Score: Raw -70036.107094 + Penalty 2084.906512 = -67951.200582
  nChanged 152
		SP:Iteration 1F (49706.760000 sec): 3 clusters
  Score: Raw -70237.659394 + Penalty 2084.906512 = -68152.752882
  nChanged 59
		SP:Iteration 2F (49706.780000 sec): 3 clusters
  Score: Raw -70377.478686 + Penalty 2084.906512 = -68292.572174
  nChanged 28
		SP:Iteration 3Q (49706.790000 sec): 3 clusters
  Score: Raw -70457.167968 + Penalty 2084.906512 = -68372.261456
  nChanged 31
		SP:Iteration 4F (49706.800000 sec): 3 clusters
  Score: Raw -70509.418126 + Penalty 2084.906512 = -68424.511614
  nChanged 15
		SP:Iteration 5Q (49706.820000 sec): 3 clusters
  Score: Raw -70544.120764 + Penalty 2084.906512 = -68459.214253
  nChanged 17
		SP:Iteration 6Q (49706.830000 sec): 3 clusters
  Score: Raw -70591.131704 + Penalty 2084.906512 = -68506.225192
  nChanged 17
		SP:Iteration 7Q (49706.850000 sec): 3 clusters
  Score: Raw -70651.450799 + Penalty 2084.906512 = -68566.544288
  nChanged 16
		SP:Iteration 8Q (49706.860000 sec): 3 clusters
  Score: Raw -70777.762741 + Penalty 2084.906512 = -68692.856229
  nChanged 22
		SP:Iteration 9Q (49706.870000 sec): 3 clusters
  Score: Raw -71069.401228 + Penalty 2084.906512 = -68984.494717
  nChanged 13
		SP:Iteration 10Q (49706.880000 sec): 3 clusters
  Score: Raw -71097.339759 + Penalty 2084.906512 = -69012.433247
  nChanged 5
		SP:Iteration 11Q (49706.890000 sec): 3 clusters
  Score: Raw -71107.795101 + Penalty 2084.906512 = -69022.888589
  nChanged 7
		SP:Iteration 12Q (49706.900000 sec): 3 clusters
  Score: Raw -71122.947748 + Penalty 2084.906512 = -69038.041236
  nChanged 6
		SP:Iteration 13Q (49706.920000 sec): 3 clusters
  Score: Raw -71142.408735 + Penalty 2084.906512 = -69057.502223
  nChanged 6
		SP:Iteration 14Q (49706.930000 sec): 3 clusters
  Score: Raw -71159.758481 + Penalty 2084.906512 = -69074.851969
  nChanged 3
		SP:Iteration 15Q (49706.940000 sec): 3 clusters
  Score: Raw -71168.215148 + Penalty 2084.906512 = -69083.308637
  nChanged 3
		SP:Iteration 16Q (49706.950000 sec): 3 clusters
  Score: Raw -71175.747137 + Penalty 2084.906512 = -69090.840625
  nChanged 0
		SP:Iteration 17F (49706.960000 sec): 3 clusters
  Score: Raw -71176.424983 + Penalty 2084.906512 = -69091.518471
  nChanged 1
		SP:Iteration 18Q (49706.980000 sec): 3 clusters
  Score: Raw -71182.238884 + Penalty 2084.906512 = -69097.332373
  nChanged 3
		SP:Iteration 19Q (49706.990000 sec): 3 clusters
  Score: Raw -71188.414196 + Penalty 2084.906512 = -69103.507684
  nChanged 0
		SP:Iteration 20F (49707.000000 sec): 3 clusters
  Score: Raw -71188.414196 + Penalty 2084.906512 = -69103.507684
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 61 (6234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49707.100000 sec): 2 clusters
  Score: Raw -739616.347194 + Penalty 1419.888187 = -738196.459007
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49707.220000 sec): 3 clusters
  Score: Raw -736311.831836 + Penalty 2839.776375 = -733472.055462
  nChanged 2580
		SP:Iteration 1F (49707.320000 sec): 3 clusters
  Score: Raw -737736.111719 + Penalty 2839.776375 = -734896.335344
  nChanged 447
		SP:Iteration 2F (49707.430000 sec): 3 clusters
  Score: Raw -737982.667740 + Penalty 2839.776375 = -735142.891365
  nChanged 382
		SP:Iteration 3F (49707.540000 sec): 3 clusters
  Score: Raw -738213.723437 + Penalty 2839.776375 = -735373.947062
  nChanged 382
		SP:Iteration 4F (49707.640000 sec): 3 clusters
  Score: Raw -738463.418906 + Penalty 2839.776375 = -735623.642531
  nChanged 363
		SP:Iteration 5F (49707.750000 sec): 3 clusters
  Score: Raw -738733.218406 + Penalty 2839.776375 = -735893.442031
  nChanged 346
		SP:Iteration 6F (49707.860000 sec): 3 clusters
  Score: Raw -739009.016208 + Penalty 2839.776375 = -736169.239834
  nChanged 314
		SP:Iteration 7F (49707.960000 sec): 3 clusters
  Score: Raw -739237.485887 + Penalty 2839.776375 = -736397.709513
  nChanged 258
		SP:Iteration 8Q (49708.060000 sec): 3 clusters
  Score: Raw -739397.844532 + Penalty 2839.776375 = -736558.068157
  nChanged 194
		SP:Iteration 9Q (49708.170000 sec): 3 clusters
  Score: Raw -739515.299854 + Penalty 2839.776375 = -736675.523480
  nChanged 159
		SP:Iteration 10Q (49708.280000 sec): 3 clusters
  Score: Raw -739595.689396 + Penalty 2839.776375 = -736755.913021
  nChanged 112
		SP:Iteration 11Q (49708.380000 sec): 3 clusters
  Score: Raw -739653.005825 + Penalty 2839.776375 = -736813.229451
  nChanged 93
		SP:Iteration 12Q (49708.490000 sec): 3 clusters
  Score: Raw -739703.151401 + Penalty 2839.776375 = -736863.375027
  nChanged 88
		SP:Iteration 13Q (49708.590000 sec): 3 clusters
  Score: Raw -739757.842698 + Penalty 2839.776375 = -736918.066323
  nChanged 89
		SP:Iteration 14Q (49708.700000 sec): 3 clusters
  Score: Raw -739811.280854 + Penalty 2839.776375 = -736971.504479
  nChanged 70
		SP:Iteration 15Q (49708.800000 sec): 3 clusters
  Score: Raw -739847.683805 + Penalty 2839.776375 = -737007.907431
  nChanged 63
		SP:Iteration 16Q (49708.910000 sec): 3 clusters
  Score: Raw -739873.875298 + Penalty 2839.776375 = -737034.098923
  nChanged 49
		SP:Iteration 17Q (49709.000000 sec): 3 clusters
  Score: Raw -739893.703363 + Penalty 2839.776375 = -737053.926988
  nChanged 41
		SP:Iteration 18Q (49709.110000 sec): 3 clusters
  Score: Raw -739912.972666 + Penalty 2839.776375 = -737073.196292
  nChanged 30
		SP:Iteration 19Q (49709.210000 sec): 3 clusters
  Score: Raw -739924.564342 + Penalty 2839.776375 = -737084.787968
  nChanged 20
		SP:Iteration 20F (49709.320000 sec): 3 clusters
  Score: Raw -739931.203799 + Penalty 2839.776375 = -737091.427424
  nChanged 16
		SP:Iteration 21Q (49709.430000 sec): 3 clusters
  Score: Raw -739935.517895 + Penalty 2839.776375 = -737095.741520
  nChanged 11
		SP:Iteration 22Q (49709.530000 sec): 3 clusters
  Score: Raw -739939.512685 + Penalty 2839.776375 = -737099.736310
  nChanged 10
		SP:Iteration 23Q (49709.640000 sec): 3 clusters
  Score: Raw -739942.142261 + Penalty 2839.776375 = -737102.365886
  nChanged 7
		SP:Iteration 24Q (49709.740000 sec): 3 clusters
  Score: Raw -739945.683586 + Penalty 2839.776375 = -737105.907212
  nChanged 12
		SP:Iteration 25Q (49709.840000 sec): 3 clusters
  Score: Raw -739948.611404 + Penalty 2839.776375 = -737108.835029
  nChanged 10
		SP:Iteration 26Q (49709.940000 sec): 3 clusters
  Score: Raw -739950.640739 + Penalty 2839.776375 = -737110.864365
  nChanged 6
		SP:Iteration 27Q (49710.050000 sec): 3 clusters
  Score: Raw -739952.290082 + Penalty 2839.776375 = -737112.513708
  nChanged 6
		SP:Iteration 28Q (49710.150000 sec): 3 clusters
  Score: Raw -739953.414905 + Penalty 2839.776375 = -737113.638531
  nChanged 2
		SP:Iteration 29Q (49710.250000 sec): 3 clusters
  Score: Raw -739953.942952 + Penalty 2839.776375 = -737114.166578
  nChanged 1
		SP:Iteration 30Q (49710.360000 sec): 3 clusters
  Score: Raw -739954.358710 + Penalty 2839.776375 = -737114.582335
  nChanged 2
		SP:Iteration 31Q (49710.460000 sec): 3 clusters
  Score: Raw -739954.998356 + Penalty 2839.776375 = -737115.221982
  nChanged 0
		SP:Iteration 32F (49710.570000 sec): 3 clusters
  Score: Raw -739954.998356 + Penalty 2839.776375 = -737115.221982
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 62 (5995 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49710.650000 sec): 2 clusters
  Score: Raw -711981.856736 + Penalty 1413.535673 = -710568.321062
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49710.780000 sec): 3 clusters
  Score: Raw -708837.714380 + Penalty 2827.071347 = -706010.643034
  nChanged 2422
		SP:Iteration 1F (49710.880000 sec): 3 clusters
  Score: Raw -710217.050489 + Penalty 2827.071347 = -707389.979142
  nChanged 420
		SP:Iteration 2F (49710.980000 sec): 3 clusters
  Score: Raw -710457.992930 + Penalty 2827.071347 = -707630.921583
  nChanged 320
		SP:Iteration 3F (49711.070000 sec): 3 clusters
  Score: Raw -710658.734135 + Penalty 2827.071347 = -707831.662788
  nChanged 304
		SP:Iteration 4F (49711.170000 sec): 3 clusters
  Score: Raw -710856.960213 + Penalty 2827.071347 = -708029.888866
  nChanged 279
		SP:Iteration 5Q (49711.270000 sec): 3 clusters
  Score: Raw -711070.977716 + Penalty 2827.071347 = -708243.906369
  nChanged 299
		SP:Iteration 6Q (49711.370000 sec): 3 clusters
  Score: Raw -711300.373045 + Penalty 2827.071347 = -708473.301698
  nChanged 298
		SP:Iteration 7Q (49711.470000 sec): 3 clusters
  Score: Raw -711612.408261 + Penalty 2827.071347 = -708785.336914
  nChanged 318
		SP:Iteration 8F (49711.560000 sec): 3 clusters
  Score: Raw -711885.866916 + Penalty 2827.071347 = -709058.795569
  nChanged 282
		SP:Iteration 9Q (49711.660000 sec): 3 clusters
  Score: Raw -712114.293078 + Penalty 2827.071347 = -709287.221731
  nChanged 230
		SP:Iteration 10Q (49711.760000 sec): 3 clusters
  Score: Raw -712275.223632 + Penalty 2827.071347 = -709448.152285
  nChanged 200
		SP:Iteration 11Q (49711.850000 sec): 3 clusters
  Score: Raw -712416.261766 + Penalty 2827.071347 = -709589.190419
  nChanged 161
		SP:Iteration 12Q (49711.950000 sec): 3 clusters
  Score: Raw -712509.707043 + Penalty 2827.071347 = -709682.635697
  nChanged 119
		SP:Iteration 13Q (49712.040000 sec): 3 clusters
  Score: Raw -712578.780420 + Penalty 2827.071347 = -709751.709073
  nChanged 95
		SP:Iteration 14Q (49712.140000 sec): 3 clusters
  Score: Raw -712621.681284 + Penalty 2827.071347 = -709794.609937
  nChanged 73
		SP:Iteration 15Q (49712.230000 sec): 3 clusters
  Score: Raw -712656.340809 + Penalty 2827.071347 = -709829.269462
  nChanged 61
		SP:Iteration 16Q (49712.330000 sec): 3 clusters
  Score: Raw -712677.572987 + Penalty 2827.071347 = -709850.501640
  nChanged 45
		SP:Iteration 17Q (49712.420000 sec): 3 clusters
  Score: Raw -712688.826197 + Penalty 2827.071347 = -709861.754850
  nChanged 28
		SP:Iteration 18Q (49712.520000 sec): 3 clusters
  Score: Raw -712696.369381 + Penalty 2827.071347 = -709869.298034
  nChanged 27
		SP:Iteration 19Q (49712.610000 sec): 3 clusters
  Score: Raw -712703.388704 + Penalty 2827.071347 = -709876.317357
  nChanged 23
		SP:Iteration 20F (49712.710000 sec): 3 clusters
  Score: Raw -712708.839815 + Penalty 2827.071347 = -709881.768468
  nChanged 20
		SP:Iteration 21Q (49712.800000 sec): 3 clusters
  Score: Raw -712713.173233 + Penalty 2827.071347 = -709886.101886
  nChanged 13
		SP:Iteration 22Q (49712.900000 sec): 3 clusters
  Score: Raw -712715.301237 + Penalty 2827.071347 = -709888.229890
  nChanged 8
		SP:Iteration 23Q (49712.990000 sec): 3 clusters
  Score: Raw -712716.613633 + Penalty 2827.071347 = -709889.542286
  nChanged 9
		SP:Iteration 24Q (49713.090000 sec): 3 clusters
  Score: Raw -712718.554114 + Penalty 2827.071347 = -709891.482767
  nChanged 12
		SP:Iteration 25Q (49713.180000 sec): 3 clusters
  Score: Raw -712720.229474 + Penalty 2827.071347 = -709893.158127
  nChanged 8
		SP:Iteration 26Q (49713.280000 sec): 3 clusters
  Score: Raw -712721.645659 + Penalty 2827.071347 = -709894.574312
  nChanged 6
		SP:Iteration 27Q (49713.370000 sec): 3 clusters
  Score: Raw -712722.704226 + Penalty 2827.071347 = -709895.632879
  nChanged 7
		SP:Iteration 28Q (49713.470000 sec): 3 clusters
  Score: Raw -712723.382877 + Penalty 2827.071347 = -709896.311530
  nChanged 2
		SP:Iteration 29Q (49713.560000 sec): 3 clusters
  Score: Raw -712723.743505 + Penalty 2827.071347 = -709896.672158
  nChanged 2
		SP:Iteration 30Q (49713.650000 sec): 3 clusters
  Score: Raw -712723.926912 + Penalty 2827.071347 = -709896.855566
  nChanged 2
		SP:Iteration 31Q (49713.750000 sec): 3 clusters
  Score: Raw -712724.221731 + Penalty 2827.071347 = -709897.150384
  nChanged 3
		SP:Iteration 32Q (49713.850000 sec): 3 clusters
  Score: Raw -712724.618732 + Penalty 2827.071347 = -709897.547385
  nChanged 1
		SP:Iteration 33Q (49713.940000 sec): 3 clusters
  Score: Raw -712724.663148 + Penalty 2827.071347 = -709897.591801
  nChanged 1
		SP:Iteration 34Q (49714.030000 sec): 3 clusters
  Score: Raw -712724.945277 + Penalty 2827.071347 = -709897.873930
  nChanged 1
		SP:Iteration 35Q (49714.130000 sec): 3 clusters
  Score: Raw -712725.359432 + Penalty 2827.071347 = -709898.288085
  nChanged 2
		SP:Iteration 36Q (49714.230000 sec): 3 clusters
  Score: Raw -712725.543322 + Penalty 2827.071347 = -709898.471976
  nChanged 2
		SP:Iteration 37Q (49714.320000 sec): 3 clusters
  Score: Raw -712725.781313 + Penalty 2827.071347 = -709898.709966
  nChanged 0
		SP:Iteration 38F (49714.420000 sec): 3 clusters
  Score: Raw -712725.781313 + Penalty 2827.071347 = -709898.709966
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 63 (20794 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49714.650000 sec): 2 clusters
  Score: Raw -2461223.414800 + Penalty 1615.643211 = -2459607.771589
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49714.950000 sec): 3 clusters
  Score: Raw -2448658.630622 + Penalty 3231.286423 = -2445427.344199
  nChanged 9400
		SP:Iteration 1F (49715.230000 sec): 3 clusters
  Score: Raw -2453975.429180 + Penalty 3231.286423 = -2450744.142757
  nChanged 1209
		SP:Iteration 2F (49715.500000 sec): 3 clusters
  Score: Raw -2454563.885901 + Penalty 3231.286423 = -2451332.599478
  nChanged 1247
		SP:Iteration 3F (49715.770000 sec): 3 clusters
  Score: Raw -2455263.539608 + Penalty 3231.286423 = -2452032.253185
  nChanged 1287
		SP:Iteration 4F (49716.020000 sec): 3 clusters
  Score: Raw -2455976.264566 + Penalty 3231.286423 = -2452744.978144
  nChanged 1243
		SP:Iteration 5F (49716.310000 sec): 3 clusters
  Score: Raw -2456727.109129 + Penalty 3231.286423 = -2453495.822706
  nChanged 1306
		SP:Iteration 6F (49716.600000 sec): 3 clusters
  Score: Raw -2457492.882632 + Penalty 3231.286423 = -2454261.596209
  nChanged 1190
		SP:Iteration 7F (49716.890000 sec): 3 clusters
  Score: Raw -2458162.902386 + Penalty 3231.286423 = -2454931.615964
  nChanged 1039
		SP:Iteration 8Q (49717.170000 sec): 3 clusters
  Score: Raw -2458687.878865 + Penalty 3231.286423 = -2455456.592443
  nChanged 855
		SP:Iteration 9Q (49717.450000 sec): 3 clusters
  Score: Raw -2459071.920689 + Penalty 3231.286423 = -2455840.634267
  nChanged 727
		SP:Iteration 10Q (49717.730000 sec): 3 clusters
  Score: Raw -2459433.491723 + Penalty 3231.286423 = -2456202.205300
  nChanged 670
		SP:Iteration 11Q (49718.010000 sec): 3 clusters
  Score: Raw -2459756.875776 + Penalty 3231.286423 = -2456525.589353
  nChanged 611
		SP:Iteration 12Q (49718.270000 sec): 3 clusters
  Score: Raw -2460067.777157 + Penalty 3231.286423 = -2456836.490735
  nChanged 577
		SP:Iteration 13Q (49718.520000 sec): 3 clusters
  Score: Raw -2460374.585454 + Penalty 3231.286423 = -2457143.299031
  nChanged 548
		SP:Iteration 14Q (49718.770000 sec): 3 clusters
  Score: Raw -2460679.711985 + Penalty 3231.286423 = -2457448.425562
  nChanged 476
		SP:Iteration 15Q (49719.010000 sec): 3 clusters
  Score: Raw -2460939.616487 + Penalty 3231.286423 = -2457708.330064
  nChanged 427
		SP:Iteration 16Q (49719.280000 sec): 3 clusters
  Score: Raw -2461205.028321 + Penalty 3231.286423 = -2457973.741898
  nChanged 341
		SP:Iteration 17Q (49719.550000 sec): 3 clusters
  Score: Raw -2461417.217108 + Penalty 3231.286423 = -2458185.930685
  nChanged 297
		SP:Iteration 18Q (49719.790000 sec): 3 clusters
  Score: Raw -2461596.887031 + Penalty 3231.286423 = -2458365.600608
  nChanged 226
		SP:Iteration 19Q (49720.040000 sec): 3 clusters
  Score: Raw -2461710.361879 + Penalty 3231.286423 = -2458479.075456
  nChanged 206
		SP:Iteration 20F (49720.290000 sec): 3 clusters
  Score: Raw -2461830.524729 + Penalty 3231.286423 = -2458599.238306
  nChanged 150
		SP:Iteration 21Q (49720.540000 sec): 3 clusters
  Score: Raw -2461923.807000 + Penalty 3231.286423 = -2458692.520577
  nChanged 139
		SP:Iteration 22Q (49720.770000 sec): 3 clusters
  Score: Raw -2461987.187446 + Penalty 3231.286423 = -2458755.901023
  nChanged 104
		SP:Iteration 23Q (49721.000000 sec): 3 clusters
  Score: Raw -2462035.473458 + Penalty 3231.286423 = -2458804.187035
  nChanged 97
		SP:Iteration 24Q (49721.250000 sec): 3 clusters
  Score: Raw -2462089.793278 + Penalty 3231.286423 = -2458858.506855
  nChanged 81
		SP:Iteration 25Q (49721.490000 sec): 3 clusters
  Score: Raw -2462131.295050 + Penalty 3231.286423 = -2458900.008628
  nChanged 64
		SP:Iteration 26Q (49721.720000 sec): 3 clusters
  Score: Raw -2462169.674784 + Penalty 3231.286423 = -2458938.388362
  nChanged 54
		SP:Iteration 27Q (49721.950000 sec): 3 clusters
  Score: Raw -2462198.238443 + Penalty 3231.286423 = -2458966.952021
  nChanged 43
		SP:Iteration 28Q (49722.200000 sec): 3 clusters
  Score: Raw -2462214.091422 + Penalty 3231.286423 = -2458982.804999
  nChanged 35
		SP:Iteration 29Q (49722.420000 sec): 3 clusters
  Score: Raw -2462226.216775 + Penalty 3231.286423 = -2458994.930352
  nChanged 28
		SP:Iteration 30Q (49722.650000 sec): 3 clusters
  Score: Raw -2462236.684536 + Penalty 3231.286423 = -2459005.398113
  nChanged 28
		SP:Iteration 31Q (49722.900000 sec): 3 clusters
  Score: Raw -2462250.027602 + Penalty 3231.286423 = -2459018.741179
  nChanged 26
		SP:Iteration 32Q (49723.160000 sec): 3 clusters
  Score: Raw -2462262.228956 + Penalty 3231.286423 = -2459030.942533
  nChanged 27
		SP:Iteration 33Q (49723.410000 sec): 3 clusters
  Score: Raw -2462275.139717 + Penalty 3231.286423 = -2459043.853294
  nChanged 17
		SP:Iteration 34Q (49723.640000 sec): 3 clusters
  Score: Raw -2462280.583617 + Penalty 3231.286423 = -2459049.297195
  nChanged 13
		SP:Iteration 35Q (49723.890000 sec): 3 clusters
  Score: Raw -2462287.116724 + Penalty 3231.286423 = -2459055.830301
  nChanged 16
		SP:Iteration 36Q (49724.140000 sec): 3 clusters
  Score: Raw -2462295.197880 + Penalty 3231.286423 = -2459063.911457
  nChanged 24
		SP:Iteration 37Q (49724.400000 sec): 3 clusters
  Score: Raw -2462309.327222 + Penalty 3231.286423 = -2459078.040799
  nChanged 16
		SP:Iteration 38Q (49724.630000 sec): 3 clusters
  Score: Raw -2462318.077002 + Penalty 3231.286423 = -2459086.790580
  nChanged 18
		SP:Iteration 39Q (49724.860000 sec): 3 clusters
  Score: Raw -2462325.101322 + Penalty 3231.286423 = -2459093.814899
  nChanged 12
		SP:Iteration 40F (49725.140000 sec): 3 clusters
  Score: Raw -2462331.065155 + Penalty 3231.286423 = -2459099.778732
  nChanged 12
		SP:Iteration 41Q (49725.360000 sec): 3 clusters
  Score: Raw -2462335.768950 + Penalty 3231.286423 = -2459104.482528
  nChanged 8
		SP:Iteration 42Q (49725.610000 sec): 3 clusters
  Score: Raw -2462337.416125 + Penalty 3231.286423 = -2459106.129702
  nChanged 8
		SP:Iteration 43Q (49725.860000 sec): 3 clusters
  Score: Raw -2462340.335287 + Penalty 3231.286423 = -2459109.048864
  nChanged 9
		SP:Iteration 44Q (49726.110000 sec): 3 clusters
  Score: Raw -2462343.246878 + Penalty 3231.286423 = -2459111.960455
  nChanged 10
		SP:Iteration 45Q (49726.340000 sec): 3 clusters
  Score: Raw -2462345.707787 + Penalty 3231.286423 = -2459114.421364
  nChanged 5
		SP:Iteration 46Q (49726.570000 sec): 3 clusters
  Score: Raw -2462347.258925 + Penalty 3231.286423 = -2459115.972502
  nChanged 2
		SP:Iteration 47Q (49726.800000 sec): 3 clusters
  Score: Raw -2462348.065460 + Penalty 3231.286423 = -2459116.779037
  nChanged 1
		SP:Iteration 48Q (49727.050000 sec): 3 clusters
  Score: Raw -2462348.515070 + Penalty 3231.286423 = -2459117.228647
  nChanged 1
		SP:Iteration 49Q (49727.300000 sec): 3 clusters
  Score: Raw -2462348.797842 + Penalty 3231.286423 = -2459117.511419
  nChanged 0
		SP:Iteration 50F (49727.580000 sec): 3 clusters
  Score: Raw -2462348.797842 + Penalty 3231.286423 = -2459117.511419
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 64 (708 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49727.630000 sec): 2 clusters
  Score: Raw -82979.076997 + Penalty 1066.397165 = -81912.679832
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49727.650000 sec): 3 clusters
  Score: Raw -82819.675912 + Penalty 2132.794330 = -80686.881582
  nChanged 200
		SP:Iteration 1F (49727.670000 sec): 3 clusters
  Score: Raw -83080.691656 + Penalty 2132.794330 = -80947.897325
  nChanged 59
		SP:Iteration 2F (49727.680000 sec): 3 clusters
  Score: Raw -83160.205698 + Penalty 2132.794330 = -81027.411367
  nChanged 30
		SP:Iteration 3Q (49727.700000 sec): 3 clusters
  Score: Raw -83202.948427 + Penalty 2132.794330 = -81070.154096
  nChanged 22
		SP:Iteration 4Q (49727.720000 sec): 3 clusters
  Score: Raw -83233.878616 + Penalty 2132.794330 = -81101.084286
  nChanged 15
		SP:Iteration 5Q (49727.730000 sec): 3 clusters
  Score: Raw -83253.103772 + Penalty 2132.794330 = -81120.309441
  nChanged 12
		SP:Iteration 6Q (49727.750000 sec): 3 clusters
  Score: Raw -83266.687435 + Penalty 2132.794330 = -81133.893104
  nChanged 11
		SP:Iteration 7Q (49727.760000 sec): 3 clusters
  Score: Raw -83279.677419 + Penalty 2132.794330 = -81146.883089
  nChanged 11
		SP:Iteration 8Q (49727.770000 sec): 3 clusters
  Score: Raw -83292.828176 + Penalty 2132.794330 = -81160.033845
  nChanged 10
		SP:Iteration 9Q (49727.790000 sec): 3 clusters
  Score: Raw -83302.294964 + Penalty 2132.794330 = -81169.500634
  nChanged 5
		SP:Iteration 10Q (49727.800000 sec): 3 clusters
  Score: Raw -83309.677029 + Penalty 2132.794330 = -81176.882699
  nChanged 5
		SP:Iteration 11Q (49727.810000 sec): 3 clusters
  Score: Raw -83315.608825 + Penalty 2132.794330 = -81182.814494
  nChanged 3
		SP:Iteration 12Q (49727.830000 sec): 3 clusters
  Score: Raw -83319.140870 + Penalty 2132.794330 = -81186.346539
  nChanged 3
		SP:Iteration 13Q (49727.840000 sec): 3 clusters
  Score: Raw -83321.981694 + Penalty 2132.794330 = -81189.187364
  nChanged 1
		SP:Iteration 14Q (49727.850000 sec): 3 clusters
  Score: Raw -83323.762395 + Penalty 2132.794330 = -81190.968064
  nChanged 3
		SP:Iteration 15Q (49727.870000 sec): 3 clusters
  Score: Raw -83330.247241 + Penalty 2132.794330 = -81197.452911
  nChanged 5
		SP:Iteration 16Q (49727.880000 sec): 3 clusters
  Score: Raw -83338.053113 + Penalty 2132.794330 = -81205.258782
  nChanged 5
		SP:Iteration 17Q (49727.890000 sec): 3 clusters
  Score: Raw -83347.846745 + Penalty 2132.794330 = -81215.052415
  nChanged 2
		SP:Iteration 18Q (49727.910000 sec): 3 clusters
  Score: Raw -83349.551222 + Penalty 2132.794330 = -81216.756891
  nChanged 0
		SP:Iteration 19F (49727.920000 sec): 3 clusters
  Score: Raw -83349.551222 + Penalty 2132.794330 = -81216.756891
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 65 (7122 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49728.020000 sec): 2 clusters
  Score: Raw -846834.127663 + Penalty 1441.528378 = -845392.599285
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49728.160000 sec): 3 clusters
  Score: Raw -842928.111499 + Penalty 2883.056756 = -840045.054744
  nChanged 2989
		SP:Iteration 1F (49728.270000 sec): 3 clusters
  Score: Raw -844602.706535 + Penalty 2883.056756 = -841719.649779
  nChanged 518
		SP:Iteration 2F (49728.370000 sec): 3 clusters
  Score: Raw -844934.977626 + Penalty 2883.056756 = -842051.920870
  nChanged 444
		SP:Iteration 3F (49728.480000 sec): 3 clusters
  Score: Raw -845235.807605 + Penalty 2883.056756 = -842352.750849
  nChanged 418
		SP:Iteration 4F (49728.590000 sec): 3 clusters
  Score: Raw -845505.671756 + Penalty 2883.056756 = -842622.615001
  nChanged 364
		SP:Iteration 5F (49728.710000 sec): 3 clusters
  Score: Raw -845752.125406 + Penalty 2883.056756 = -842869.068650
  nChanged 368
		SP:Iteration 6F (49728.830000 sec): 3 clusters
  Score: Raw -845993.943862 + Penalty 2883.056756 = -843110.887106
  nChanged 317
		SP:Iteration 7Q (49728.950000 sec): 3 clusters
  Score: Raw -846198.935081 + Penalty 2883.056756 = -843315.878325
  nChanged 302
		SP:Iteration 8Q (49729.060000 sec): 3 clusters
  Score: Raw -846391.825346 + Penalty 2883.056756 = -843508.768590
  nChanged 262
		SP:Iteration 9Q (49729.180000 sec): 3 clusters
  Score: Raw -846588.695920 + Penalty 2883.056756 = -843705.639164
  nChanged 260
		SP:Iteration 10Q (49729.300000 sec): 3 clusters
  Score: Raw -846805.194339 + Penalty 2883.056756 = -843922.137583
  nChanged 236
		SP:Iteration 11Q (49729.420000 sec): 3 clusters
  Score: Raw -846990.643769 + Penalty 2883.056756 = -844107.587013
  nChanged 195
		SP:Iteration 12Q (49729.530000 sec): 3 clusters
  Score: Raw -847131.509111 + Penalty 2883.056756 = -844248.452355
  nChanged 171
		SP:Iteration 13Q (49729.650000 sec): 3 clusters
  Score: Raw -847252.921993 + Penalty 2883.056756 = -844369.865237
  nChanged 122
		SP:Iteration 14Q (49729.770000 sec): 3 clusters
  Score: Raw -847320.354359 + Penalty 2883.056756 = -844437.297603
  nChanged 87
		SP:Iteration 15Q (49729.890000 sec): 3 clusters
  Score: Raw -847365.522865 + Penalty 2883.056756 = -844482.466109
  nChanged 81
		SP:Iteration 16Q (49730.000000 sec): 3 clusters
  Score: Raw -847405.904470 + Penalty 2883.056756 = -844522.847714
  nChanged 73
		SP:Iteration 17Q (49730.120000 sec): 3 clusters
  Score: Raw -847439.836772 + Penalty 2883.056756 = -844556.780016
  nChanged 62
		SP:Iteration 18Q (49730.230000 sec): 3 clusters
  Score: Raw -847465.442630 + Penalty 2883.056756 = -844582.385874
  nChanged 50
		SP:Iteration 19Q (49730.350000 sec): 3 clusters
  Score: Raw -847485.851868 + Penalty 2883.056756 = -844602.795113
  nChanged 32
		SP:Iteration 20F (49730.470000 sec): 3 clusters
  Score: Raw -847497.048177 + Penalty 2883.056756 = -844613.991421
  nChanged 26
		SP:Iteration 21Q (49730.590000 sec): 3 clusters
  Score: Raw -847506.981299 + Penalty 2883.056756 = -844623.924543
  nChanged 21
		SP:Iteration 22Q (49730.700000 sec): 3 clusters
  Score: Raw -847515.288355 + Penalty 2883.056756 = -844632.231599
  nChanged 29
		SP:Iteration 23Q (49730.820000 sec): 3 clusters
  Score: Raw -847524.499491 + Penalty 2883.056756 = -844641.442736
  nChanged 24
		SP:Iteration 24Q (49730.930000 sec): 3 clusters
  Score: Raw -847533.976450 + Penalty 2883.056756 = -844650.919695
  nChanged 22
		SP:Iteration 25Q (49731.050000 sec): 3 clusters
  Score: Raw -847541.117374 + Penalty 2883.056756 = -844658.060619
  nChanged 30
		SP:Iteration 26Q (49731.170000 sec): 3 clusters
  Score: Raw -847551.673690 + Penalty 2883.056756 = -844668.616935
  nChanged 27
		SP:Iteration 27Q (49731.280000 sec): 3 clusters
  Score: Raw -847561.095798 + Penalty 2883.056756 = -844678.039042
  nChanged 16
		SP:Iteration 28Q (49731.400000 sec): 3 clusters
  Score: Raw -847565.963398 + Penalty 2883.056756 = -844682.906642
  nChanged 11
		SP:Iteration 29Q (49731.510000 sec): 3 clusters
  Score: Raw -847568.724681 + Penalty 2883.056756 = -844685.667926
  nChanged 13
		SP:Iteration 30Q (49731.630000 sec): 3 clusters
  Score: Raw -847572.097193 + Penalty 2883.056756 = -844689.040437
  nChanged 5
		SP:Iteration 31Q (49731.750000 sec): 3 clusters
  Score: Raw -847574.366473 + Penalty 2883.056756 = -844691.309718
  nChanged 7
		SP:Iteration 32Q (49731.870000 sec): 3 clusters
  Score: Raw -847576.548797 + Penalty 2883.056756 = -844693.492041
  nChanged 8
		SP:Iteration 33Q (49731.980000 sec): 3 clusters
  Score: Raw -847578.295844 + Penalty 2883.056756 = -844695.239088
  nChanged 6
		SP:Iteration 34Q (49732.100000 sec): 3 clusters
  Score: Raw -847579.833713 + Penalty 2883.056756 = -844696.776957
  nChanged 5
		SP:Iteration 35Q (49732.210000 sec): 3 clusters
  Score: Raw -847580.786801 + Penalty 2883.056756 = -844697.730045
  nChanged 3
		SP:Iteration 36Q (49732.330000 sec): 3 clusters
  Score: Raw -847581.873961 + Penalty 2883.056756 = -844698.817205
  nChanged 4
		SP:Iteration 37Q (49732.440000 sec): 3 clusters
  Score: Raw -847582.761160 + Penalty 2883.056756 = -844699.704404
  nChanged 5
		SP:Iteration 38Q (49732.560000 sec): 3 clusters
  Score: Raw -847583.657298 + Penalty 2883.056756 = -844700.600542
  nChanged 3
		SP:Iteration 39Q (49732.670000 sec): 3 clusters
  Score: Raw -847584.548473 + Penalty 2883.056756 = -844701.491717
  nChanged 6
		SP:Iteration 40F (49732.790000 sec): 3 clusters
  Score: Raw -847586.838040 + Penalty 2883.056756 = -844703.781284
  nChanged 11
		SP:Iteration 41Q (49732.910000 sec): 3 clusters
  Score: Raw -847592.059881 + Penalty 2883.056756 = -844709.003125
  nChanged 12
		SP:Iteration 42Q (49733.030000 sec): 3 clusters
  Score: Raw -847596.211170 + Penalty 2883.056756 = -844713.154414
  nChanged 12
		SP:Iteration 43Q (49733.150000 sec): 3 clusters
  Score: Raw -847600.298995 + Penalty 2883.056756 = -844717.242239
  nChanged 12
		SP:Iteration 44Q (49733.260000 sec): 3 clusters
  Score: Raw -847603.826667 + Penalty 2883.056756 = -844720.769911
  nChanged 6
		SP:Iteration 45Q (49733.380000 sec): 3 clusters
  Score: Raw -847606.279895 + Penalty 2883.056756 = -844723.223139
  nChanged 5
		SP:Iteration 46Q (49733.490000 sec): 3 clusters
  Score: Raw -847607.311030 + Penalty 2883.056756 = -844724.254274
  nChanged 5
		SP:Iteration 47Q (49733.610000 sec): 3 clusters
  Score: Raw -847608.447948 + Penalty 2883.056756 = -844725.391193
  nChanged 4
		SP:Iteration 48Q (49733.720000 sec): 3 clusters
  Score: Raw -847609.421520 + Penalty 2883.056756 = -844726.364765
  nChanged 3
		SP:Iteration 49Q (49733.840000 sec): 3 clusters
  Score: Raw -847610.025811 + Penalty 2883.056756 = -844726.969055
  nChanged 1
		SP:Iteration 50Q (49733.960000 sec): 3 clusters
  Score: Raw -847610.361745 + Penalty 2883.056756 = -844727.304989
  nChanged 0
		SP:Iteration 51F (49734.080000 sec): 3 clusters
  Score: Raw -847610.361745 + Penalty 2883.056756 = -844727.304989
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 66 (32533 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49734.360000 sec): 2 clusters
  Score: Raw -4067414.081437 + Penalty 1688.376664 = -4065725.704773
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49734.740000 sec): 3 clusters
  Score: Raw -4047287.336753 + Penalty 3376.753327 = -4043910.583426
  nChanged 14988
		SP:Iteration 1F (49735.090000 sec): 3 clusters
  Score: Raw -4055910.076185 + Penalty 3376.753327 = -4052533.322858
  nChanged 1879
		SP:Iteration 2F (49735.410000 sec): 3 clusters
  Score: Raw -4056834.969783 + Penalty 3376.753327 = -4053458.216456
  nChanged 2152
		SP:Iteration 3F (49735.730000 sec): 3 clusters
  Score: Raw -4058118.842133 + Penalty 3376.753327 = -4054742.088806
  nChanged 2419
		SP:Iteration 4F (49736.060000 sec): 3 clusters
  Score: Raw -4059638.499909 + Penalty 3376.753327 = -4056261.746582
  nChanged 2298
		SP:Iteration 5F (49736.420000 sec): 3 clusters
  Score: Raw -4061051.313409 + Penalty 3376.753327 = -4057674.560082
  nChanged 1928
		SP:Iteration 6F (49736.770000 sec): 3 clusters
  Score: Raw -4062137.305468 + Penalty 3376.753327 = -4058760.552141
  nChanged 1556
		SP:Iteration 7Q (49737.090000 sec): 3 clusters
  Score: Raw -4062956.420383 + Penalty 3376.753327 = -4059579.667056
  nChanged 1208
		SP:Iteration 8Q (49737.420000 sec): 3 clusters
  Score: Raw -4063619.944307 + Penalty 3376.753327 = -4060243.190980
  nChanged 1014
		SP:Iteration 9Q (49737.740000 sec): 3 clusters
  Score: Raw -4064170.599001 + Penalty 3376.753327 = -4060793.845674
  nChanged 925
		SP:Iteration 10Q (49738.110000 sec): 3 clusters
  Score: Raw -4064696.957548 + Penalty 3376.753327 = -4061320.204221
  nChanged 869
		SP:Iteration 11Q (49738.450000 sec): 3 clusters
  Score: Raw -4065187.424150 + Penalty 3376.753327 = -4061810.670823
  nChanged 800
		SP:Iteration 12Q (49738.770000 sec): 3 clusters
  Score: Raw -4065642.582811 + Penalty 3376.753327 = -4062265.829484
  nChanged 686
		SP:Iteration 13Q (49739.090000 sec): 3 clusters
  Score: Raw -4066038.264914 + Penalty 3376.753327 = -4062661.511586
  nChanged 579
		SP:Iteration 14Q (49739.400000 sec): 3 clusters
  Score: Raw -4066393.824540 + Penalty 3376.753327 = -4063017.071213
  nChanged 485
		SP:Iteration 15Q (49739.720000 sec): 3 clusters
  Score: Raw -4066678.432205 + Penalty 3376.753327 = -4063301.678878
  nChanged 374
		SP:Iteration 16Q (49740.070000 sec): 3 clusters
  Score: Raw -4066894.557027 + Penalty 3376.753327 = -4063517.803700
  nChanged 276
		SP:Iteration 17Q (49740.390000 sec): 3 clusters
  Score: Raw -4067054.279152 + Penalty 3376.753327 = -4063677.525825
  nChanged 208
		SP:Iteration 18Q (49740.720000 sec): 3 clusters
  Score: Raw -4067189.290243 + Penalty 3376.753327 = -4063812.536915
  nChanged 154
		SP:Iteration 19Q (49741.040000 sec): 3 clusters
  Score: Raw -4067297.003955 + Penalty 3376.753327 = -4063920.250628
  nChanged 139
		SP:Iteration 20F (49741.360000 sec): 3 clusters
  Score: Raw -4067385.134725 + Penalty 3376.753327 = -4064008.381398
  nChanged 103
		SP:Iteration 21Q (49741.660000 sec): 3 clusters
  Score: Raw -4067447.891609 + Penalty 3376.753327 = -4064071.138282
  nChanged 74
		SP:Iteration 22Q (49741.970000 sec): 3 clusters
  Score: Raw -4067496.906532 + Penalty 3376.753327 = -4064120.153205
  nChanged 57
		SP:Iteration 23Q (49742.260000 sec): 3 clusters
  Score: Raw -4067534.325035 + Penalty 3376.753327 = -4064157.571708
  nChanged 44
		SP:Iteration 24Q (49742.580000 sec): 3 clusters
  Score: Raw -4067564.052372 + Penalty 3376.753327 = -4064187.299045
  nChanged 28
		SP:Iteration 25Q (49742.890000 sec): 3 clusters
  Score: Raw -4067583.431442 + Penalty 3376.753327 = -4064206.678115
  nChanged 23
		SP:Iteration 26Q (49743.180000 sec): 3 clusters
  Score: Raw -4067597.755306 + Penalty 3376.753327 = -4064221.001979
  nChanged 15
		SP:Iteration 27Q (49743.500000 sec): 3 clusters
  Score: Raw -4067606.114951 + Penalty 3376.753327 = -4064229.361624
  nChanged 21
		SP:Iteration 28Q (49743.810000 sec): 3 clusters
  Score: Raw -4067618.637528 + Penalty 3376.753327 = -4064241.884201
  nChanged 12
		SP:Iteration 29Q (49744.100000 sec): 3 clusters
  Score: Raw -4067628.275269 + Penalty 3376.753327 = -4064251.521942
  nChanged 12
		SP:Iteration 30Q (49744.420000 sec): 3 clusters
  Score: Raw -4067636.482308 + Penalty 3376.753327 = -4064259.728981
  nChanged 8
		SP:Iteration 31Q (49744.730000 sec): 3 clusters
  Score: Raw -4067640.519691 + Penalty 3376.753327 = -4064263.766363
  nChanged 3
		SP:Iteration 32Q (49745.050000 sec): 3 clusters
  Score: Raw -4067642.279142 + Penalty 3376.753327 = -4064265.525814
  nChanged 4
		SP:Iteration 33Q (49745.340000 sec): 3 clusters
  Score: Raw -4067644.608910 + Penalty 3376.753327 = -4064267.855583
  nChanged 4
		SP:Iteration 34Q (49745.660000 sec): 3 clusters
  Score: Raw -4067647.823253 + Penalty 3376.753327 = -4064271.069926
  nChanged 7
		SP:Iteration 35Q (49745.970000 sec): 3 clusters
  Score: Raw -4067653.544523 + Penalty 3376.753327 = -4064276.791196
  nChanged 7
		SP:Iteration 36Q (49746.260000 sec): 3 clusters
  Score: Raw -4067657.404846 + Penalty 3376.753327 = -4064280.651519
  nChanged 3
		SP:Iteration 37Q (49746.570000 sec): 3 clusters
  Score: Raw -4067659.434285 + Penalty 3376.753327 = -4064282.680958
  nChanged 5
		SP:Iteration 38Q (49746.860000 sec): 3 clusters
  Score: Raw -4067662.642102 + Penalty 3376.753327 = -4064285.888775
  nChanged 3
		SP:Iteration 39Q (49747.180000 sec): 3 clusters
  Score: Raw -4067664.854943 + Penalty 3376.753327 = -4064288.101615
  nChanged 6
		SP:Iteration 40F (49747.520000 sec): 3 clusters
  Score: Raw -4067668.665267 + Penalty 3376.753327 = -4064291.911940
  nChanged 6
		SP:Iteration 41Q (49747.810000 sec): 3 clusters
  Score: Raw -4067671.531383 + Penalty 3376.753327 = -4064294.778055
  nChanged 4
		SP:Iteration 42Q (49748.100000 sec): 3 clusters
  Score: Raw -4067674.315535 + Penalty 3376.753327 = -4064297.562207
  nChanged 2
		SP:Iteration 43Q (49748.410000 sec): 3 clusters
  Score: Raw -4067675.416491 + Penalty 3376.753327 = -4064298.663164
  nChanged 2
		SP:Iteration 44Q (49748.700000 sec): 3 clusters
  Score: Raw -4067676.644240 + Penalty 3376.753327 = -4064299.890913
  nChanged 0
		SP:Iteration 45F (49749.040000 sec): 3 clusters
  Score: Raw -4067676.644240 + Penalty 3376.753327 = -4064299.890913
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 67 (16192 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49749.200000 sec): 2 clusters
  Score: Raw -1883555.192472 + Penalty 1574.994293 = -1881980.198179
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49749.460000 sec): 3 clusters
  Score: Raw -1873918.599830 + Penalty 3149.988586 = -1870768.611244
  nChanged 7299
		SP:Iteration 1F (49749.670000 sec): 3 clusters
  Score: Raw -1878138.844627 + Penalty 3149.988586 = -1874988.856041
  nChanged 1059
		SP:Iteration 2F (49749.860000 sec): 3 clusters
  Score: Raw -1878695.361819 + Penalty 3149.988586 = -1875545.373233
  nChanged 1064
		SP:Iteration 3F (49750.040000 sec): 3 clusters
  Score: Raw -1879293.126925 + Penalty 3149.988586 = -1876143.138339
  nChanged 1090
		SP:Iteration 4F (49750.230000 sec): 3 clusters
  Score: Raw -1879971.748987 + Penalty 3149.988586 = -1876821.760401
  nChanged 1040
		SP:Iteration 5F (49750.420000 sec): 3 clusters
  Score: Raw -1880591.302492 + Penalty 3149.988586 = -1877441.313906
  nChanged 937
		SP:Iteration 6F (49750.600000 sec): 3 clusters
  Score: Raw -1881112.819020 + Penalty 3149.988586 = -1877962.830435
  nChanged 811
		SP:Iteration 7F (49750.780000 sec): 3 clusters
  Score: Raw -1881505.717774 + Penalty 3149.988586 = -1878355.729188
  nChanged 651
		SP:Iteration 8Q (49750.970000 sec): 3 clusters
  Score: Raw -1881790.428611 + Penalty 3149.988586 = -1878640.440025
  nChanged 558
		SP:Iteration 9Q (49751.160000 sec): 3 clusters
  Score: Raw -1882017.536191 + Penalty 3149.988586 = -1878867.547605
  nChanged 455
		SP:Iteration 10Q (49751.340000 sec): 3 clusters
  Score: Raw -1882196.927146 + Penalty 3149.988586 = -1879046.938560
  nChanged 399
		SP:Iteration 11Q (49751.520000 sec): 3 clusters
  Score: Raw -1882337.862263 + Penalty 3149.988586 = -1879187.873677
  nChanged 323
		SP:Iteration 12Q (49751.710000 sec): 3 clusters
  Score: Raw -1882445.340348 + Penalty 3149.988586 = -1879295.351762
  nChanged 290
		SP:Iteration 13Q (49751.900000 sec): 3 clusters
  Score: Raw -1882544.818235 + Penalty 3149.988586 = -1879394.829649
  nChanged 259
		SP:Iteration 14Q (49752.080000 sec): 3 clusters
  Score: Raw -1882624.085026 + Penalty 3149.988586 = -1879474.096440
  nChanged 233
		SP:Iteration 15Q (49752.270000 sec): 3 clusters
  Score: Raw -1882695.168835 + Penalty 3149.988586 = -1879545.180249
  nChanged 228
		SP:Iteration 16Q (49752.450000 sec): 3 clusters
  Score: Raw -1882770.360231 + Penalty 3149.988586 = -1879620.371645
  nChanged 227
		SP:Iteration 17Q (49752.640000 sec): 3 clusters
  Score: Raw -1882852.353064 + Penalty 3149.988586 = -1879702.364478
  nChanged 225
		SP:Iteration 18Q (49752.820000 sec): 3 clusters
  Score: Raw -1882933.898516 + Penalty 3149.988586 = -1879783.909931
  nChanged 209
		SP:Iteration 19Q (49753.010000 sec): 3 clusters
  Score: Raw -1883009.885295 + Penalty 3149.988586 = -1879859.896709
  nChanged 203
		SP:Iteration 20F (49753.190000 sec): 3 clusters
  Score: Raw -1883085.575916 + Penalty 3149.988586 = -1879935.587330
  nChanged 195
		SP:Iteration 21Q (49753.370000 sec): 3 clusters
  Score: Raw -1883163.090447 + Penalty 3149.988586 = -1880013.101861
  nChanged 191
		SP:Iteration 22Q (49753.560000 sec): 3 clusters
  Score: Raw -1883244.140691 + Penalty 3149.988586 = -1880094.152105
  nChanged 172
		SP:Iteration 23Q (49753.740000 sec): 3 clusters
  Score: Raw -1883322.433523 + Penalty 3149.988586 = -1880172.444937
  nChanged 153
		SP:Iteration 24Q (49753.920000 sec): 3 clusters
  Score: Raw -1883384.625501 + Penalty 3149.988586 = -1880234.636915
  nChanged 127
		SP:Iteration 25Q (49754.100000 sec): 3 clusters
  Score: Raw -1883445.660946 + Penalty 3149.988586 = -1880295.672360
  nChanged 131
		SP:Iteration 26Q (49754.280000 sec): 3 clusters
  Score: Raw -1883509.633819 + Penalty 3149.988586 = -1880359.645233
  nChanged 116
		SP:Iteration 27Q (49754.460000 sec): 3 clusters
  Score: Raw -1883562.967946 + Penalty 3149.988586 = -1880412.979360
  nChanged 98
		SP:Iteration 28Q (49754.640000 sec): 3 clusters
  Score: Raw -1883616.438586 + Penalty 3149.988586 = -1880466.450000
  nChanged 104
		SP:Iteration 29Q (49754.820000 sec): 3 clusters
  Score: Raw -1883681.002071 + Penalty 3149.988586 = -1880531.013485
  nChanged 69
		SP:Iteration 30Q (49755.020000 sec): 3 clusters
  Score: Raw -1883713.486521 + Penalty 3149.988586 = -1880563.497935
  nChanged 55
		SP:Iteration 31Q (49755.200000 sec): 3 clusters
  Score: Raw -1883739.685039 + Penalty 3149.988586 = -1880589.696453
  nChanged 50
		SP:Iteration 32Q (49755.370000 sec): 3 clusters
  Score: Raw -1883764.243781 + Penalty 3149.988586 = -1880614.255195
  nChanged 40
		SP:Iteration 33Q (49755.570000 sec): 3 clusters
  Score: Raw -1883780.571698 + Penalty 3149.988586 = -1880630.583112
  nChanged 32
		SP:Iteration 34Q (49755.750000 sec): 3 clusters
  Score: Raw -1883794.246899 + Penalty 3149.988586 = -1880644.258313
  nChanged 25
		SP:Iteration 35Q (49755.950000 sec): 3 clusters
  Score: Raw -1883807.937444 + Penalty 3149.988586 = -1880657.948858
  nChanged 22
		SP:Iteration 36Q (49756.120000 sec): 3 clusters
  Score: Raw -1883821.145275 + Penalty 3149.988586 = -1880671.156689
  nChanged 21
		SP:Iteration 37Q (49756.320000 sec): 3 clusters
  Score: Raw -1883835.687354 + Penalty 3149.988586 = -1880685.698768
  nChanged 26
		SP:Iteration 38Q (49756.490000 sec): 3 clusters
  Score: Raw -1883861.176717 + Penalty 3149.988586 = -1880711.188131
  nChanged 28
		SP:Iteration 39Q (49756.680000 sec): 3 clusters
  Score: Raw -1883880.511401 + Penalty 3149.988586 = -1880730.522815
  nChanged 28
		SP:Iteration 40F (49756.870000 sec): 3 clusters
  Score: Raw -1883898.553661 + Penalty 3149.988586 = -1880748.565075
  nChanged 17
		SP:Iteration 41Q (49757.040000 sec): 3 clusters
  Score: Raw -1883905.946106 + Penalty 3149.988586 = -1880755.957520
  nChanged 13
		SP:Iteration 42Q (49757.240000 sec): 3 clusters
  Score: Raw -1883911.717701 + Penalty 3149.988586 = -1880761.729115
  nChanged 13
		SP:Iteration 43Q (49757.410000 sec): 3 clusters
  Score: Raw -1883916.467294 + Penalty 3149.988586 = -1880766.478709
  nChanged 11
		SP:Iteration 44Q (49757.610000 sec): 3 clusters
  Score: Raw -1883922.089837 + Penalty 3149.988586 = -1880772.101251
  nChanged 9
		SP:Iteration 45Q (49757.780000 sec): 3 clusters
  Score: Raw -1883927.881290 + Penalty 3149.988586 = -1880777.892704
  nChanged 12
		SP:Iteration 46Q (49757.980000 sec): 3 clusters
  Score: Raw -1883935.953249 + Penalty 3149.988586 = -1880785.964663
  nChanged 8
		SP:Iteration 47Q (49758.170000 sec): 3 clusters
  Score: Raw -1883940.913981 + Penalty 3149.988586 = -1880790.925395
  nChanged 8
		SP:Iteration 48Q (49758.340000 sec): 3 clusters
  Score: Raw -1883945.698430 + Penalty 3149.988586 = -1880795.709845
  nChanged 9
		SP:Iteration 49Q (49758.540000 sec): 3 clusters
  Score: Raw -1883949.367248 + Penalty 3149.988586 = -1880799.378662
  nChanged 2
		SP:Iteration 50Q (49758.720000 sec): 3 clusters
  Score: Raw -1883950.179262 + Penalty 3149.988586 = -1880800.190676
  nChanged 3
		SP:Iteration 51Q (49758.910000 sec): 3 clusters
  Score: Raw -1883952.273186 + Penalty 3149.988586 = -1880802.284600
  nChanged 4
		SP:Iteration 52Q (49759.100000 sec): 3 clusters
  Score: Raw -1883955.288885 + Penalty 3149.988586 = -1880805.300299
  nChanged 7
		SP:Iteration 53Q (49759.270000 sec): 3 clusters
  Score: Raw -1883958.007456 + Penalty 3149.988586 = -1880808.018870
  nChanged 6
		SP:Iteration 54Q (49759.470000 sec): 3 clusters
  Score: Raw -1883960.527974 + Penalty 3149.988586 = -1880810.539388
  nChanged 5
		SP:Iteration 55Q (49759.640000 sec): 3 clusters
  Score: Raw -1883962.633242 + Penalty 3149.988586 = -1880812.644656
  nChanged 6
		SP:Iteration 56Q (49759.840000 sec): 3 clusters
  Score: Raw -1883964.489275 + Penalty 3149.988586 = -1880814.500689
  nChanged 7
		SP:Iteration 57Q (49760.030000 sec): 3 clusters
  Score: Raw -1883967.651507 + Penalty 3149.988586 = -1880817.662921
  nChanged 5
		SP:Iteration 58Q (49760.200000 sec): 3 clusters
  Score: Raw -1883969.137827 + Penalty 3149.988586 = -1880819.149241
  nChanged 2
		SP:Iteration 59Q (49760.400000 sec): 3 clusters
  Score: Raw -1883970.115363 + Penalty 3149.988586 = -1880820.126777
  nChanged 2
		SP:Iteration 60F (49760.610000 sec): 3 clusters
  Score: Raw -1883971.495318 + Penalty 3149.988586 = -1880821.506733
  nChanged 2
		SP:Iteration 61Q (49760.780000 sec): 3 clusters
  Score: Raw -1883972.664241 + Penalty 3149.988586 = -1880822.675655
  nChanged 1
		SP:Iteration 62Q (49760.950000 sec): 3 clusters
  Score: Raw -1883973.134117 + Penalty 3149.988586 = -1880823.145531
  nChanged 0
		SP:Iteration 63F (49761.160000 sec): 3 clusters
  Score: Raw -1883973.134117 + Penalty 3149.988586 = -1880823.145531
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 68 (8579 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49761.250000 sec): 2 clusters
  Score: Raw -1005906.187694 + Penalty 1471.774303 = -1004434.413391
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49761.410000 sec): 3 clusters
  Score: Raw -1001250.712376 + Penalty 2943.548607 = -998307.163770
  nChanged 3562
		SP:Iteration 1F (49761.530000 sec): 3 clusters
  Score: Raw -1003522.775777 + Penalty 2943.548607 = -1000579.227171
  nChanged 699
		SP:Iteration 2F (49761.660000 sec): 3 clusters
  Score: Raw -1004031.092777 + Penalty 2943.548607 = -1001087.544171
  nChanged 675
		SP:Iteration 3F (49761.790000 sec): 3 clusters
  Score: Raw -1004518.238208 + Penalty 2943.548607 = -1001574.689601
  nChanged 573
		SP:Iteration 4F (49761.920000 sec): 3 clusters
  Score: Raw -1004944.137905 + Penalty 2943.548607 = -1002000.589299
  nChanged 536
		SP:Iteration 5F (49762.030000 sec): 3 clusters
  Score: Raw -1005330.927888 + Penalty 2943.548607 = -1002387.379282
  nChanged 443
		SP:Iteration 6F (49762.160000 sec): 3 clusters
  Score: Raw -1005626.076710 + Penalty 2943.548607 = -1002682.528103
  nChanged 362
		SP:Iteration 7Q (49762.290000 sec): 3 clusters
  Score: Raw -1005843.346255 + Penalty 2943.548607 = -1002899.797648
  nChanged 281
		SP:Iteration 8Q (49762.420000 sec): 3 clusters
  Score: Raw -1006017.382849 + Penalty 2943.548607 = -1003073.834243
  nChanged 223
		SP:Iteration 9Q (49762.550000 sec): 3 clusters
  Score: Raw -1006161.866215 + Penalty 2943.548607 = -1003218.317609
  nChanged 185
		SP:Iteration 10Q (49762.680000 sec): 3 clusters
  Score: Raw -1006272.067480 + Penalty 2943.548607 = -1003328.518873
  nChanged 129
		SP:Iteration 11Q (49762.810000 sec): 3 clusters
  Score: Raw -1006340.777255 + Penalty 2943.548607 = -1003397.228648
  nChanged 100
		SP:Iteration 12Q (49762.940000 sec): 3 clusters
  Score: Raw -1006394.690541 + Penalty 2943.548607 = -1003451.141934
  nChanged 65
		SP:Iteration 13Q (49763.070000 sec): 3 clusters
  Score: Raw -1006422.312396 + Penalty 2943.548607 = -1003478.763790
  nChanged 55
		SP:Iteration 14Q (49763.200000 sec): 3 clusters
  Score: Raw -1006449.694853 + Penalty 2943.548607 = -1003506.146246
  nChanged 58
		SP:Iteration 15Q (49763.330000 sec): 3 clusters
  Score: Raw -1006478.350804 + Penalty 2943.548607 = -1003534.802197
  nChanged 52
		SP:Iteration 16Q (49763.450000 sec): 3 clusters
  Score: Raw -1006504.444163 + Penalty 2943.548607 = -1003560.895556
  nChanged 50
		SP:Iteration 17Q (49763.580000 sec): 3 clusters
  Score: Raw -1006537.069729 + Penalty 2943.548607 = -1003593.521123
  nChanged 52
		SP:Iteration 18Q (49763.710000 sec): 3 clusters
  Score: Raw -1006574.007194 + Penalty 2943.548607 = -1003630.458588
  nChanged 55
		SP:Iteration 19Q (49763.820000 sec): 3 clusters
  Score: Raw -1006633.779984 + Penalty 2943.548607 = -1003690.231378
  nChanged 50
		SP:Iteration 20F (49763.950000 sec): 3 clusters
  Score: Raw -1006695.479102 + Penalty 2943.548607 = -1003751.930495
  nChanged 41
		SP:Iteration 21Q (49764.080000 sec): 3 clusters
  Score: Raw -1006753.631196 + Penalty 2943.548607 = -1003810.082589
  nChanged 39
		SP:Iteration 22Q (49764.200000 sec): 3 clusters
  Score: Raw -1006800.062371 + Penalty 2943.548607 = -1003856.513764
  nChanged 38
		SP:Iteration 23Q (49764.320000 sec): 3 clusters
  Score: Raw -1006837.471970 + Penalty 2943.548607 = -1003893.923364
  nChanged 25
		SP:Iteration 24Q (49764.450000 sec): 3 clusters
  Score: Raw -1006857.854841 + Penalty 2943.548607 = -1003914.306235
  nChanged 23
		SP:Iteration 25Q (49764.570000 sec): 3 clusters
  Score: Raw -1006873.866086 + Penalty 2943.548607 = -1003930.317480
  nChanged 15
		SP:Iteration 26Q (49764.700000 sec): 3 clusters
  Score: Raw -1006883.125839 + Penalty 2943.548607 = -1003939.577232
  nChanged 14
		SP:Iteration 27Q (49764.820000 sec): 3 clusters
  Score: Raw -1006889.825136 + Penalty 2943.548607 = -1003946.276529
  nChanged 12
		SP:Iteration 28Q (49764.950000 sec): 3 clusters
  Score: Raw -1006894.805377 + Penalty 2943.548607 = -1003951.256771
  nChanged 3
		SP:Iteration 29Q (49765.070000 sec): 3 clusters
  Score: Raw -1006896.277195 + Penalty 2943.548607 = -1003952.728588
  nChanged 4
		SP:Iteration 30Q (49765.190000 sec): 3 clusters
  Score: Raw -1006898.578399 + Penalty 2943.548607 = -1003955.029792
  nChanged 4
		SP:Iteration 31Q (49765.320000 sec): 3 clusters
  Score: Raw -1006901.300378 + Penalty 2943.548607 = -1003957.751771
  nChanged 3
		SP:Iteration 32Q (49765.440000 sec): 3 clusters
  Score: Raw -1006902.520721 + Penalty 2943.548607 = -1003958.972114
  nChanged 2
		SP:Iteration 33Q (49765.570000 sec): 3 clusters
  Score: Raw -1006903.261983 + Penalty 2943.548607 = -1003959.713376
  nChanged 0
		SP:Iteration 34F (49765.690000 sec): 3 clusters
  Score: Raw -1006903.261983 + Penalty 2943.548607 = -1003959.713376
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 69 (2352 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49765.770000 sec): 2 clusters
  Score: Raw -253373.116463 + Penalty 1261.490963 = -252111.625500
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49765.820000 sec): 3 clusters
  Score: Raw -252368.480060 + Penalty 2522.981925 = -249845.498134
  nChanged 860
		SP:Iteration 1F (49765.860000 sec): 3 clusters
  Score: Raw -253044.184557 + Penalty 2522.981925 = -250521.202632
  nChanged 213
		SP:Iteration 2F (49765.910000 sec): 3 clusters
  Score: Raw -253230.112291 + Penalty 2522.981925 = -250707.130366
  nChanged 127
		SP:Iteration 3F (49765.950000 sec): 3 clusters
  Score: Raw -253346.224950 + Penalty 2522.981925 = -250823.243024
  nChanged 94
		SP:Iteration 4Q (49765.990000 sec): 3 clusters
  Score: Raw -253427.597215 + Penalty 2522.981925 = -250904.615290
  nChanged 85
		SP:Iteration 5Q (49766.030000 sec): 3 clusters
  Score: Raw -253504.633287 + Penalty 2522.981925 = -250981.651361
  nChanged 60
		SP:Iteration 6Q (49766.080000 sec): 3 clusters
  Score: Raw -253549.384141 + Penalty 2522.981925 = -251026.402215
  nChanged 46
		SP:Iteration 7Q (49766.120000 sec): 3 clusters
  Score: Raw -253579.197557 + Penalty 2522.981925 = -251056.215632
  nChanged 28
		SP:Iteration 8Q (49766.170000 sec): 3 clusters
  Score: Raw -253602.600961 + Penalty 2522.981925 = -251079.619035
  nChanged 33
		SP:Iteration 9Q (49766.210000 sec): 3 clusters
  Score: Raw -253631.003293 + Penalty 2522.981925 = -251108.021367
  nChanged 39
		SP:Iteration 10Q (49766.250000 sec): 3 clusters
  Score: Raw -253658.251067 + Penalty 2522.981925 = -251135.269141
  nChanged 38
		SP:Iteration 11Q (49766.290000 sec): 3 clusters
  Score: Raw -253687.499684 + Penalty 2522.981925 = -251164.517759
  nChanged 40
		SP:Iteration 12Q (49766.330000 sec): 3 clusters
  Score: Raw -253723.705410 + Penalty 2522.981925 = -251200.723484
  nChanged 47
		SP:Iteration 13Q (49766.380000 sec): 3 clusters
  Score: Raw -253774.220021 + Penalty 2522.981925 = -251251.238096
  nChanged 54
		SP:Iteration 14Q (49766.420000 sec): 3 clusters
  Score: Raw -253829.145667 + Penalty 2522.981925 = -251306.163741
  nChanged 45
		SP:Iteration 15Q (49766.460000 sec): 3 clusters
  Score: Raw -253883.684379 + Penalty 2522.981925 = -251360.702453
  nChanged 42
		SP:Iteration 16Q (49766.510000 sec): 3 clusters
  Score: Raw -253925.828402 + Penalty 2522.981925 = -251402.846477
  nChanged 40
		SP:Iteration 17Q (49766.550000 sec): 3 clusters
  Score: Raw -253966.851178 + Penalty 2522.981925 = -251443.869253
  nChanged 29
		SP:Iteration 18Q (49766.590000 sec): 3 clusters
  Score: Raw -254005.795027 + Penalty 2522.981925 = -251482.813102
  nChanged 33
		SP:Iteration 19Q (49766.630000 sec): 3 clusters
  Score: Raw -254054.312823 + Penalty 2522.981925 = -251531.330898
  nChanged 43
		SP:Iteration 20F (49766.670000 sec): 3 clusters
  Score: Raw -254130.887143 + Penalty 2522.981925 = -251607.905217
  nChanged 58
		SP:Iteration 21Q (49766.710000 sec): 3 clusters
  Score: Raw -254242.968703 + Penalty 2522.981925 = -251719.986777
  nChanged 44
		SP:Iteration 22Q (49766.760000 sec): 3 clusters
  Score: Raw -254302.535444 + Penalty 2522.981925 = -251779.553518
  nChanged 32
		SP:Iteration 23Q (49766.800000 sec): 3 clusters
  Score: Raw -254333.073914 + Penalty 2522.981925 = -251810.091988
  nChanged 19
		SP:Iteration 24Q (49766.840000 sec): 3 clusters
  Score: Raw -254351.676196 + Penalty 2522.981925 = -251828.694270
  nChanged 20
		SP:Iteration 25Q (49766.880000 sec): 3 clusters
  Score: Raw -254366.862685 + Penalty 2522.981925 = -251843.880759
  nChanged 9
		SP:Iteration 26Q (49766.920000 sec): 3 clusters
  Score: Raw -254371.950181 + Penalty 2522.981925 = -251848.968255
  nChanged 6
		SP:Iteration 27Q (49766.960000 sec): 3 clusters
  Score: Raw -254375.105215 + Penalty 2522.981925 = -251852.123290
  nChanged 7
		SP:Iteration 28Q (49767.000000 sec): 3 clusters
  Score: Raw -254379.380777 + Penalty 2522.981925 = -251856.398851
  nChanged 5
		SP:Iteration 29Q (49767.040000 sec): 3 clusters
  Score: Raw -254381.773340 + Penalty 2522.981925 = -251858.791414
  nChanged 4
		SP:Iteration 30Q (49767.080000 sec): 3 clusters
  Score: Raw -254383.643380 + Penalty 2522.981925 = -251860.661455
  nChanged 4
		SP:Iteration 31Q (49767.120000 sec): 3 clusters
  Score: Raw -254386.734801 + Penalty 2522.981925 = -251863.752875
  nChanged 5
		SP:Iteration 32Q (49767.160000 sec): 3 clusters
  Score: Raw -254389.312600 + Penalty 2522.981925 = -251866.330674
  nChanged 5
		SP:Iteration 33Q (49767.200000 sec): 3 clusters
  Score: Raw -254392.316533 + Penalty 2522.981925 = -251869.334608
  nChanged 1
		SP:Iteration 34Q (49767.240000 sec): 3 clusters
  Score: Raw -254392.651594 + Penalty 2522.981925 = -251869.669669
  nChanged 2
		SP:Iteration 35Q (49767.280000 sec): 3 clusters
  Score: Raw -254393.327012 + Penalty 2522.981925 = -251870.345086
  nChanged 1
		SP:Iteration 36Q (49767.320000 sec): 3 clusters
  Score: Raw -254394.584640 + Penalty 2522.981925 = -251871.602714
  nChanged 4
		SP:Iteration 37Q (49767.370000 sec): 3 clusters
  Score: Raw -254396.392333 + Penalty 2522.981925 = -251873.410408
  nChanged 1
		SP:Iteration 38Q (49767.410000 sec): 3 clusters
  Score: Raw -254396.983176 + Penalty 2522.981925 = -251874.001250
  nChanged 1
		SP:Iteration 39Q (49767.450000 sec): 3 clusters
  Score: Raw -254397.205320 + Penalty 2522.981925 = -251874.223395
  nChanged 1
		SP:Iteration 40F (49767.490000 sec): 3 clusters
  Score: Raw -254397.508908 + Penalty 2522.981925 = -251874.526983
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 70 (3941 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49767.560000 sec): 2 clusters
  Score: Raw -424205.544990 + Penalty 1345.368339 = -422860.176651
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49767.640000 sec): 3 clusters
  Score: Raw -422218.845955 + Penalty 2690.736678 = -419528.109278
  nChanged 1538
		SP:Iteration 1F (49767.710000 sec): 3 clusters
  Score: Raw -423239.017640 + Penalty 2690.736678 = -420548.280963
  nChanged 365
		SP:Iteration 2F (49767.780000 sec): 3 clusters
  Score: Raw -423546.481159 + Penalty 2690.736678 = -420855.744481
  nChanged 287
		SP:Iteration 3F (49767.850000 sec): 3 clusters
  Score: Raw -423781.724165 + Penalty 2690.736678 = -421090.987487
  nChanged 220
		SP:Iteration 4F (49767.930000 sec): 3 clusters
  Score: Raw -423941.559144 + Penalty 2690.736678 = -421250.822466
  nChanged 181
		SP:Iteration 5Q (49767.990000 sec): 3 clusters
  Score: Raw -424053.291139 + Penalty 2690.736678 = -421362.554461
  nChanged 126
		SP:Iteration 6Q (49768.070000 sec): 3 clusters
  Score: Raw -424131.281415 + Penalty 2690.736678 = -421440.544737
  nChanged 106
		SP:Iteration 7Q (49768.140000 sec): 3 clusters
  Score: Raw -424195.264975 + Penalty 2690.736678 = -421504.528297
  nChanged 94
		SP:Iteration 8Q (49768.210000 sec): 3 clusters
  Score: Raw -424244.226439 + Penalty 2690.736678 = -421553.489762
  nChanged 81
		SP:Iteration 9Q (49768.280000 sec): 3 clusters
  Score: Raw -424271.178914 + Penalty 2690.736678 = -421580.442236
  nChanged 53
		SP:Iteration 10Q (49768.350000 sec): 3 clusters
  Score: Raw -424290.370042 + Penalty 2690.736678 = -421599.633365
  nChanged 44
		SP:Iteration 11Q (49768.420000 sec): 3 clusters
  Score: Raw -424303.226949 + Penalty 2690.736678 = -421612.490271
  nChanged 32
		SP:Iteration 12Q (49768.490000 sec): 3 clusters
  Score: Raw -424311.007161 + Penalty 2690.736678 = -421620.270484
  nChanged 22
		SP:Iteration 13Q (49768.560000 sec): 3 clusters
  Score: Raw -424317.134192 + Penalty 2690.736678 = -421626.397515
  nChanged 21
		SP:Iteration 14Q (49768.630000 sec): 3 clusters
  Score: Raw -424323.872949 + Penalty 2690.736678 = -421633.136271
  nChanged 20
		SP:Iteration 15Q (49768.700000 sec): 3 clusters
  Score: Raw -424328.926420 + Penalty 2690.736678 = -421638.189743
  nChanged 17
		SP:Iteration 16Q (49768.770000 sec): 3 clusters
  Score: Raw -424334.955329 + Penalty 2690.736678 = -421644.218651
  nChanged 11
		SP:Iteration 17Q (49768.840000 sec): 3 clusters
  Score: Raw -424338.120949 + Penalty 2690.736678 = -421647.384271
  nChanged 8
		SP:Iteration 18Q (49768.910000 sec): 3 clusters
  Score: Raw -424340.703880 + Penalty 2690.736678 = -421649.967202
  nChanged 13
		SP:Iteration 19Q (49768.980000 sec): 3 clusters
  Score: Raw -424344.169296 + Penalty 2690.736678 = -421653.432619
  nChanged 9
		SP:Iteration 20F (49769.050000 sec): 3 clusters
  Score: Raw -424346.283725 + Penalty 2690.736678 = -421655.547047
  nChanged 13
		SP:Iteration 21Q (49769.120000 sec): 3 clusters
  Score: Raw -424349.932816 + Penalty 2690.736678 = -421659.196139
  nChanged 11
		SP:Iteration 22Q (49769.190000 sec): 3 clusters
  Score: Raw -424352.308362 + Penalty 2690.736678 = -421661.571685
  nChanged 13
		SP:Iteration 23Q (49769.260000 sec): 3 clusters
  Score: Raw -424354.717812 + Penalty 2690.736678 = -421663.981134
  nChanged 7
		SP:Iteration 24Q (49769.330000 sec): 3 clusters
  Score: Raw -424356.069643 + Penalty 2690.736678 = -421665.332966
  nChanged 4
		SP:Iteration 25Q (49769.400000 sec): 3 clusters
  Score: Raw -424357.169741 + Penalty 2690.736678 = -421666.433063
  nChanged 5
		SP:Iteration 26Q (49769.470000 sec): 3 clusters
  Score: Raw -424358.155225 + Penalty 2690.736678 = -421667.418548
  nChanged 3
		SP:Iteration 27Q (49769.540000 sec): 3 clusters
  Score: Raw -424359.330060 + Penalty 2690.736678 = -421668.593382
  nChanged 5
		SP:Iteration 28Q (49769.610000 sec): 3 clusters
  Score: Raw -424360.393463 + Penalty 2690.736678 = -421669.656785
  nChanged 3
		SP:Iteration 29Q (49769.680000 sec): 3 clusters
  Score: Raw -424360.756540 + Penalty 2690.736678 = -421670.019862
  nChanged 4
		SP:Iteration 30Q (49769.750000 sec): 3 clusters
  Score: Raw -424361.530124 + Penalty 2690.736678 = -421670.793446
  nChanged 2
		SP:Iteration 31Q (49769.820000 sec): 3 clusters
  Score: Raw -424361.961216 + Penalty 2690.736678 = -421671.224539
  nChanged 3
		SP:Iteration 32Q (49769.890000 sec): 3 clusters
  Score: Raw -424362.979576 + Penalty 2690.736678 = -421672.242898
  nChanged 4
		SP:Iteration 33Q (49769.960000 sec): 3 clusters
  Score: Raw -424363.754713 + Penalty 2690.736678 = -421673.018036
  nChanged 7
		SP:Iteration 34Q (49770.030000 sec): 3 clusters
  Score: Raw -424365.795681 + Penalty 2690.736678 = -421675.059004
  nChanged 7
		SP:Iteration 35Q (49770.100000 sec): 3 clusters
  Score: Raw -424366.957379 + Penalty 2690.736678 = -421676.220701
  nChanged 8
		SP:Iteration 36Q (49770.170000 sec): 3 clusters
  Score: Raw -424369.266136 + Penalty 2690.736678 = -421678.529458
  nChanged 9
		SP:Iteration 37Q (49770.240000 sec): 3 clusters
  Score: Raw -424371.473543 + Penalty 2690.736678 = -421680.736865
  nChanged 12
		SP:Iteration 38Q (49770.310000 sec): 3 clusters
  Score: Raw -424375.169332 + Penalty 2690.736678 = -421684.432655
  nChanged 14
		SP:Iteration 39Q (49770.390000 sec): 3 clusters
  Score: Raw -424379.293992 + Penalty 2690.736678 = -421688.557314
  nChanged 12
		SP:Iteration 40F (49770.450000 sec): 3 clusters
  Score: Raw -424382.606023 + Penalty 2690.736678 = -421691.869345
  nChanged 12
		SP:Iteration 41Q (49770.530000 sec): 3 clusters
  Score: Raw -424386.722069 + Penalty 2690.736678 = -421695.985391
  nChanged 10
		SP:Iteration 42Q (49770.590000 sec): 3 clusters
  Score: Raw -424389.353536 + Penalty 2690.736678 = -421698.616858
  nChanged 13
		SP:Iteration 43Q (49770.670000 sec): 3 clusters
  Score: Raw -424393.427248 + Penalty 2690.736678 = -421702.690571
  nChanged 8
		SP:Iteration 44Q (49770.740000 sec): 3 clusters
  Score: Raw -424395.178950 + Penalty 2690.736678 = -421704.442273
  nChanged 7
		SP:Iteration 45Q (49770.810000 sec): 3 clusters
  Score: Raw -424396.580264 + Penalty 2690.736678 = -421705.843587
  nChanged 10
		SP:Iteration 46Q (49770.880000 sec): 3 clusters
  Score: Raw -424398.779217 + Penalty 2690.736678 = -421708.042539
  nChanged 5
		SP:Iteration 47Q (49770.950000 sec): 3 clusters
  Score: Raw -424399.830811 + Penalty 2690.736678 = -421709.094134
  nChanged 5
		SP:Iteration 48Q (49771.020000 sec): 3 clusters
  Score: Raw -424400.829518 + Penalty 2690.736678 = -421710.092840
  nChanged 6
		SP:Iteration 49Q (49771.090000 sec): 3 clusters
  Score: Raw -424401.662801 + Penalty 2690.736678 = -421710.926124
  nChanged 2
		SP:Iteration 50Q (49771.160000 sec): 3 clusters
  Score: Raw -424402.578002 + Penalty 2690.736678 = -421711.841324
  nChanged 3
		SP:Iteration 51Q (49771.230000 sec): 3 clusters
  Score: Raw -424403.365536 + Penalty 2690.736678 = -421712.628859
  nChanged 4
		SP:Iteration 52Q (49771.300000 sec): 3 clusters
  Score: Raw -424403.764944 + Penalty 2690.736678 = -421713.028267
  nChanged 2
		SP:Iteration 53Q (49771.370000 sec): 3 clusters
  Score: Raw -424403.995548 + Penalty 2690.736678 = -421713.258871
  nChanged 2
		SP:Iteration 54Q (49771.440000 sec): 3 clusters
  Score: Raw -424404.410851 + Penalty 2690.736678 = -421713.674173
  nChanged 0
		SP:Iteration 55F (49771.510000 sec): 3 clusters
  Score: Raw -424404.410851 + Penalty 2690.736678 = -421713.674173
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 71 (490 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49771.570000 sec): 2 clusters
  Score: Raw -55922.753356 + Penalty 1006.590876 = -54916.162480
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49771.580000 sec): 3 clusters
  Score: Raw -55875.733078 + Penalty 2013.181752 = -53862.551326
  nChanged 104
		SP:Iteration 1F (49771.590000 sec): 3 clusters
  Score: Raw -56031.726500 + Penalty 2013.181752 = -54018.544748
  nChanged 34
		SP:Iteration 2F (49771.600000 sec): 3 clusters
  Score: Raw -56101.210149 + Penalty 2013.181752 = -54088.028397
  nChanged 18
		SP:Iteration 3Q (49771.610000 sec): 3 clusters
  Score: Raw -56134.378381 + Penalty 2013.181752 = -54121.196629
  nChanged 13
		SP:Iteration 4Q (49771.620000 sec): 3 clusters
  Score: Raw -56164.556133 + Penalty 2013.181752 = -54151.374381
  nChanged 8
		SP:Iteration 5Q (49771.630000 sec): 3 clusters
  Score: Raw -56177.880493 + Penalty 2013.181752 = -54164.698741
  nChanged 6
		SP:Iteration 6Q (49771.640000 sec): 3 clusters
  Score: Raw -56197.171115 + Penalty 2013.181752 = -54183.989363
  nChanged 7
		SP:Iteration 7Q (49771.650000 sec): 3 clusters
  Score: Raw -56216.912900 + Penalty 2013.181752 = -54203.731148
  nChanged 6
		SP:Iteration 8Q (49771.660000 sec): 3 clusters
  Score: Raw -56227.449873 + Penalty 2013.181752 = -54214.268121
  nChanged 5
		SP:Iteration 9Q (49771.670000 sec): 3 clusters
  Score: Raw -56237.677468 + Penalty 2013.181752 = -54224.495716
  nChanged 4
		SP:Iteration 10Q (49771.680000 sec): 3 clusters
  Score: Raw -56245.552070 + Penalty 2013.181752 = -54232.370318
  nChanged 3
		SP:Iteration 11Q (49771.690000 sec): 3 clusters
  Score: Raw -56255.048277 + Penalty 2013.181752 = -54241.866525
  nChanged 0
		SP:Iteration 12F (49771.700000 sec): 3 clusters
  Score: Raw -56255.048277 + Penalty 2013.181752 = -54241.866525
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 72 (2067 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49771.770000 sec): 2 clusters
  Score: Raw -240188.727678 + Penalty 1240.501203 = -238948.226475
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49771.810000 sec): 3 clusters
  Score: Raw -239294.661703 + Penalty 2481.002407 = -236813.659296
  nChanged 744
		SP:Iteration 1F (49771.840000 sec): 3 clusters
  Score: Raw -239852.115513 + Penalty 2481.002407 = -237371.113106
  nChanged 172
		SP:Iteration 2F (49771.880000 sec): 3 clusters
  Score: Raw -239978.366437 + Penalty 2481.002407 = -237497.364030
  nChanged 104
		SP:Iteration 3F (49771.920000 sec): 3 clusters
  Score: Raw -240066.003262 + Penalty 2481.002407 = -237585.000856
  nChanged 93
		SP:Iteration 4Q (49771.960000 sec): 3 clusters
  Score: Raw -240148.319515 + Penalty 2481.002407 = -237667.317108
  nChanged 85
		SP:Iteration 5Q (49772.000000 sec): 3 clusters
  Score: Raw -240211.050188 + Penalty 2481.002407 = -237730.047781
  nChanged 63
		SP:Iteration 6Q (49772.040000 sec): 3 clusters
  Score: Raw -240259.993645 + Penalty 2481.002407 = -237778.991238
  nChanged 48
		SP:Iteration 7Q (49772.070000 sec): 3 clusters
  Score: Raw -240294.584576 + Penalty 2481.002407 = -237813.582169
  nChanged 55
		SP:Iteration 8Q (49772.110000 sec): 3 clusters
  Score: Raw -240343.530213 + Penalty 2481.002407 = -237862.527806
  nChanged 43
		SP:Iteration 9Q (49772.150000 sec): 3 clusters
  Score: Raw -240382.874713 + Penalty 2481.002407 = -237901.872306
  nChanged 33
		SP:Iteration 10Q (49772.190000 sec): 3 clusters
  Score: Raw -240413.786444 + Penalty 2481.002407 = -237932.784037
  nChanged 35
		SP:Iteration 11Q (49772.230000 sec): 3 clusters
  Score: Raw -240445.912123 + Penalty 2481.002407 = -237964.909716
  nChanged 29
		SP:Iteration 12Q (49772.260000 sec): 3 clusters
  Score: Raw -240465.685087 + Penalty 2481.002407 = -237984.682680
  nChanged 21
		SP:Iteration 13Q (49772.300000 sec): 3 clusters
  Score: Raw -240478.279955 + Penalty 2481.002407 = -237997.277548
  nChanged 17
		SP:Iteration 14Q (49772.340000 sec): 3 clusters
  Score: Raw -240492.869964 + Penalty 2481.002407 = -238011.867558
  nChanged 24
		SP:Iteration 15Q (49772.370000 sec): 3 clusters
  Score: Raw -240518.934268 + Penalty 2481.002407 = -238037.931861
  nChanged 22
		SP:Iteration 16Q (49772.410000 sec): 3 clusters
  Score: Raw -240553.968114 + Penalty 2481.002407 = -238072.965707
  nChanged 33
		SP:Iteration 17Q (49772.450000 sec): 3 clusters
  Score: Raw -240589.631349 + Penalty 2481.002407 = -238108.628942
  nChanged 35
		SP:Iteration 18Q (49772.490000 sec): 3 clusters
  Score: Raw -240625.483895 + Penalty 2481.002407 = -238144.481488
  nChanged 29
		SP:Iteration 19Q (49772.530000 sec): 3 clusters
  Score: Raw -240653.957425 + Penalty 2481.002407 = -238172.955018
  nChanged 20
		SP:Iteration 20F (49772.560000 sec): 3 clusters
  Score: Raw -240670.810676 + Penalty 2481.002407 = -238189.808270
  nChanged 14
		SP:Iteration 21Q (49772.600000 sec): 3 clusters
  Score: Raw -240681.595601 + Penalty 2481.002407 = -238200.593194
  nChanged 9
		SP:Iteration 22Q (49772.640000 sec): 3 clusters
  Score: Raw -240685.852165 + Penalty 2481.002407 = -238204.849758
  nChanged 9
		SP:Iteration 23Q (49772.680000 sec): 3 clusters
  Score: Raw -240689.447131 + Penalty 2481.002407 = -238208.444724
  nChanged 5
		SP:Iteration 24Q (49772.710000 sec): 3 clusters
  Score: Raw -240691.836955 + Penalty 2481.002407 = -238210.834548
  nChanged 3
		SP:Iteration 25Q (49772.750000 sec): 3 clusters
  Score: Raw -240692.522557 + Penalty 2481.002407 = -238211.520150
  nChanged 0
		SP:Iteration 26F (49772.790000 sec): 3 clusters
  Score: Raw -240692.522557 + Penalty 2481.002407 = -238211.520150
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 73 (3507 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49772.860000 sec): 2 clusters
  Score: Raw -395475.638913 + Penalty 1326.408891 = -394149.230023
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49772.930000 sec): 3 clusters
  Score: Raw -393732.042466 + Penalty 2652.817781 = -391079.224685
  nChanged 1344
		SP:Iteration 1F (49773.010000 sec): 3 clusters
  Score: Raw -394606.835297 + Penalty 2652.817781 = -391954.017516
  nChanged 319
		SP:Iteration 2F (49773.070000 sec): 3 clusters
  Score: Raw -394820.595330 + Penalty 2652.817781 = -392167.777549
  nChanged 213
		SP:Iteration 3F (49773.130000 sec): 3 clusters
  Score: Raw -394973.925708 + Penalty 2652.817781 = -392321.107927
  nChanged 179
		SP:Iteration 4F (49773.200000 sec): 3 clusters
  Score: Raw -395093.832555 + Penalty 2652.817781 = -392441.014774
  nChanged 170
		SP:Iteration 5Q (49773.260000 sec): 3 clusters
  Score: Raw -395211.720959 + Penalty 2652.817781 = -392558.903178
  nChanged 169
		SP:Iteration 6Q (49773.320000 sec): 3 clusters
  Score: Raw -395328.531538 + Penalty 2652.817781 = -392675.713756
  nChanged 154
		SP:Iteration 7Q (49773.390000 sec): 3 clusters
  Score: Raw -395449.013955 + Penalty 2652.817781 = -392796.196174
  nChanged 130
		SP:Iteration 8Q (49773.450000 sec): 3 clusters
  Score: Raw -395562.470334 + Penalty 2652.817781 = -392909.652553
  nChanged 135
		SP:Iteration 9Q (49773.510000 sec): 3 clusters
  Score: Raw -395667.799785 + Penalty 2652.817781 = -393014.982004
  nChanged 106
		SP:Iteration 10Q (49773.580000 sec): 3 clusters
  Score: Raw -395769.805056 + Penalty 2652.817781 = -393116.987274
  nChanged 91
		SP:Iteration 11Q (49773.640000 sec): 3 clusters
  Score: Raw -395851.414141 + Penalty 2652.817781 = -393198.596359
  nChanged 97
		SP:Iteration 12Q (49773.700000 sec): 3 clusters
  Score: Raw -395937.271852 + Penalty 2652.817781 = -393284.454071
  nChanged 62
		SP:Iteration 13Q (49773.770000 sec): 3 clusters
  Score: Raw -395985.308201 + Penalty 2652.817781 = -393332.490420
  nChanged 63
		SP:Iteration 14Q (49773.830000 sec): 3 clusters
  Score: Raw -396037.187361 + Penalty 2652.817781 = -393384.369579
  nChanged 62
		SP:Iteration 15Q (49773.890000 sec): 3 clusters
  Score: Raw -396082.902235 + Penalty 2652.817781 = -393430.084454
  nChanged 54
		SP:Iteration 16Q (49773.950000 sec): 3 clusters
  Score: Raw -396114.179944 + Penalty 2652.817781 = -393461.362162
  nChanged 29
		SP:Iteration 17Q (49774.020000 sec): 3 clusters
  Score: Raw -396130.611222 + Penalty 2652.817781 = -393477.793441
  nChanged 20
		SP:Iteration 18Q (49774.080000 sec): 3 clusters
  Score: Raw -396140.306559 + Penalty 2652.817781 = -393487.488778
  nChanged 16
		SP:Iteration 19Q (49774.150000 sec): 3 clusters
  Score: Raw -396147.800283 + Penalty 2652.817781 = -393494.982502
  nChanged 8
		SP:Iteration 20F (49774.210000 sec): 3 clusters
  Score: Raw -396149.952120 + Penalty 2652.817781 = -393497.134338
  nChanged 4
		SP:Iteration 21Q (49774.270000 sec): 3 clusters
  Score: Raw -396151.539520 + Penalty 2652.817781 = -393498.721739
  nChanged 3
		SP:Iteration 22Q (49774.330000 sec): 3 clusters
  Score: Raw -396152.137018 + Penalty 2652.817781 = -393499.319237
  nChanged 1
		SP:Iteration 23Q (49774.400000 sec): 3 clusters
  Score: Raw -396152.497859 + Penalty 2652.817781 = -393499.680077
  nChanged 2
		SP:Iteration 24Q (49774.460000 sec): 3 clusters
  Score: Raw -396153.343743 + Penalty 2652.817781 = -393500.525962
  nChanged 2
		SP:Iteration 25Q (49774.520000 sec): 3 clusters
  Score: Raw -396153.770322 + Penalty 2652.817781 = -393500.952541
  nChanged 1
		SP:Iteration 26Q (49774.590000 sec): 3 clusters
  Score: Raw -396153.898801 + Penalty 2652.817781 = -393501.081020
  nChanged 0
		SP:Iteration 27F (49774.650000 sec): 3 clusters
  Score: Raw -396153.898801 + Penalty 2652.817781 = -393501.081020
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 74 (15703 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49774.820000 sec): 2 clusters
  Score: Raw -1762217.066171 + Penalty 1570.011147 = -1760647.055025
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49775.050000 sec): 3 clusters
  Score: Raw -1752847.531430 + Penalty 3140.022293 = -1749707.509137
  nChanged 7084
		SP:Iteration 1F (49775.280000 sec): 3 clusters
  Score: Raw -1757055.420999 + Penalty 3140.022293 = -1753915.398706
  nChanged 1158
		SP:Iteration 2F (49775.520000 sec): 3 clusters
  Score: Raw -1757734.021615 + Penalty 3140.022293 = -1754593.999322
  nChanged 1112
		SP:Iteration 3F (49775.720000 sec): 3 clusters
  Score: Raw -1758426.746466 + Penalty 3140.022293 = -1755286.724172
  nChanged 1116
		SP:Iteration 4F (49775.940000 sec): 3 clusters
  Score: Raw -1759184.062097 + Penalty 3140.022293 = -1756044.039804
  nChanged 1022
		SP:Iteration 5F (49776.150000 sec): 3 clusters
  Score: Raw -1759949.966064 + Penalty 3140.022293 = -1756809.943771
  nChanged 919
		SP:Iteration 6F (49776.330000 sec): 3 clusters
  Score: Raw -1760652.664890 + Penalty 3140.022293 = -1757512.642597
  nChanged 747
		SP:Iteration 7Q (49776.540000 sec): 3 clusters
  Score: Raw -1761285.220906 + Penalty 3140.022293 = -1758145.198612
  nChanged 575
		SP:Iteration 8Q (49776.720000 sec): 3 clusters
  Score: Raw -1761796.570029 + Penalty 3140.022293 = -1758656.547736
  nChanged 417
		SP:Iteration 9Q (49776.900000 sec): 3 clusters
  Score: Raw -1762180.413500 + Penalty 3140.022293 = -1759040.391207
  nChanged 320
		SP:Iteration 10Q (49777.090000 sec): 3 clusters
  Score: Raw -1762452.916560 + Penalty 3140.022293 = -1759312.894267
  nChanged 230
		SP:Iteration 11Q (49777.290000 sec): 3 clusters
  Score: Raw -1762618.048738 + Penalty 3140.022293 = -1759478.026445
  nChanged 158
		SP:Iteration 12Q (49777.460000 sec): 3 clusters
  Score: Raw -1762748.104559 + Penalty 3140.022293 = -1759608.082266
  nChanged 120
		SP:Iteration 13Q (49777.640000 sec): 3 clusters
  Score: Raw -1762854.881937 + Penalty 3140.022293 = -1759714.859644
  nChanged 95
		SP:Iteration 14Q (49777.840000 sec): 3 clusters
  Score: Raw -1762912.216047 + Penalty 3140.022293 = -1759772.193753
  nChanged 77
		SP:Iteration 15Q (49778.030000 sec): 3 clusters
  Score: Raw -1762960.194397 + Penalty 3140.022293 = -1759820.172104
  nChanged 76
		SP:Iteration 16Q (49778.220000 sec): 3 clusters
  Score: Raw -1762991.939726 + Penalty 3140.022293 = -1759851.917433
  nChanged 48
		SP:Iteration 17Q (49778.410000 sec): 3 clusters
  Score: Raw -1763009.562443 + Penalty 3140.022293 = -1759869.540150
  nChanged 35
		SP:Iteration 18Q (49778.600000 sec): 3 clusters
  Score: Raw -1763019.055208 + Penalty 3140.022293 = -1759879.032915
  nChanged 22
		SP:Iteration 19Q (49778.790000 sec): 3 clusters
  Score: Raw -1763024.884882 + Penalty 3140.022293 = -1759884.862589
  nChanged 22
		SP:Iteration 20F (49779.000000 sec): 3 clusters
  Score: Raw -1763031.340447 + Penalty 3140.022293 = -1759891.318153
  nChanged 16
		SP:Iteration 21Q (49779.170000 sec): 3 clusters
  Score: Raw -1763035.666090 + Penalty 3140.022293 = -1759895.643797
  nChanged 9
		SP:Iteration 22Q (49779.360000 sec): 3 clusters
  Score: Raw -1763038.946541 + Penalty 3140.022293 = -1759898.924247
  nChanged 15
		SP:Iteration 23Q (49779.550000 sec): 3 clusters
  Score: Raw -1763042.805009 + Penalty 3140.022293 = -1759902.782716
  nChanged 11
		SP:Iteration 24Q (49779.740000 sec): 3 clusters
  Score: Raw -1763044.730642 + Penalty 3140.022293 = -1759904.708349
  nChanged 4
		SP:Iteration 25Q (49779.930000 sec): 3 clusters
  Score: Raw -1763045.576709 + Penalty 3140.022293 = -1759905.554415
  nChanged 3
		SP:Iteration 26Q (49780.120000 sec): 3 clusters
  Score: Raw -1763046.138157 + Penalty 3140.022293 = -1759906.115864
  nChanged 7
		SP:Iteration 27Q (49780.320000 sec): 3 clusters
  Score: Raw -1763047.582766 + Penalty 3140.022293 = -1759907.560473
  nChanged 7
		SP:Iteration 28Q (49780.510000 sec): 3 clusters
  Score: Raw -1763049.072917 + Penalty 3140.022293 = -1759909.050624
  nChanged 4
		SP:Iteration 29Q (49780.690000 sec): 3 clusters
  Score: Raw -1763049.485987 + Penalty 3140.022293 = -1759909.463693
  nChanged 3
		SP:Iteration 30Q (49780.890000 sec): 3 clusters
  Score: Raw -1763050.262193 + Penalty 3140.022293 = -1759910.239900
  nChanged 3
		SP:Iteration 31Q (49781.080000 sec): 3 clusters
  Score: Raw -1763051.005458 + Penalty 3140.022293 = -1759910.983164
  nChanged 5
		SP:Iteration 32Q (49781.270000 sec): 3 clusters
  Score: Raw -1763052.513308 + Penalty 3140.022293 = -1759912.491015
  nChanged 6
		SP:Iteration 33Q (49781.460000 sec): 3 clusters
  Score: Raw -1763053.439612 + Penalty 3140.022293 = -1759913.417319
  nChanged 4
		SP:Iteration 34Q (49781.650000 sec): 3 clusters
  Score: Raw -1763054.041462 + Penalty 3140.022293 = -1759914.019169
  nChanged 5
		SP:Iteration 35Q (49781.840000 sec): 3 clusters
  Score: Raw -1763055.128552 + Penalty 3140.022293 = -1759915.106259
  nChanged 5
		SP:Iteration 36Q (49782.030000 sec): 3 clusters
  Score: Raw -1763055.890188 + Penalty 3140.022293 = -1759915.867895
  nChanged 1
		SP:Iteration 37Q (49782.220000 sec): 3 clusters
  Score: Raw -1763056.014118 + Penalty 3140.022293 = -1759915.991825
  nChanged 1
		SP:Iteration 38Q (49782.410000 sec): 3 clusters
  Score: Raw -1763056.115394 + Penalty 3140.022293 = -1759916.093100
  nChanged 0
		SP:Iteration 39F (49782.610000 sec): 3 clusters
  Score: Raw -1763056.115394 + Penalty 3140.022293 = -1759916.093100
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 75 (1817 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49782.670000 sec): 2 clusters
  Score: Raw -204113.564036 + Penalty 1219.553086 = -202894.010950
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49782.710000 sec): 3 clusters
  Score: Raw -203355.140090 + Penalty 2439.106172 = -200916.033918
  nChanged 655
		SP:Iteration 1F (49782.750000 sec): 3 clusters
  Score: Raw -203839.580915 + Penalty 2439.106172 = -201400.474743
  nChanged 147
		SP:Iteration 2F (49782.780000 sec): 3 clusters
  Score: Raw -203951.221358 + Penalty 2439.106172 = -201512.115186
  nChanged 80
		SP:Iteration 3Q (49782.810000 sec): 3 clusters
  Score: Raw -204013.832066 + Penalty 2439.106172 = -201574.725894
  nChanged 60
		SP:Iteration 4Q (49782.850000 sec): 3 clusters
  Score: Raw -204070.290661 + Penalty 2439.106172 = -201631.184489
  nChanged 54
		SP:Iteration 5Q (49782.880000 sec): 3 clusters
  Score: Raw -204122.035968 + Penalty 2439.106172 = -201682.929796
  nChanged 49
		SP:Iteration 6Q (49782.910000 sec): 3 clusters
  Score: Raw -204163.105262 + Penalty 2439.106172 = -201723.999090
  nChanged 42
		SP:Iteration 7Q (49782.950000 sec): 3 clusters
  Score: Raw -204204.455706 + Penalty 2439.106172 = -201765.349534
  nChanged 46
		SP:Iteration 8Q (49782.980000 sec): 3 clusters
  Score: Raw -204255.555688 + Penalty 2439.106172 = -201816.449516
  nChanged 48
		SP:Iteration 9Q (49783.010000 sec): 3 clusters
  Score: Raw -204301.688337 + Penalty 2439.106172 = -201862.582165
  nChanged 50
		SP:Iteration 10Q (49783.050000 sec): 3 clusters
  Score: Raw -204357.316932 + Penalty 2439.106172 = -201918.210759
  nChanged 53
		SP:Iteration 11Q (49783.080000 sec): 3 clusters
  Score: Raw -204405.984462 + Penalty 2439.106172 = -201966.878289
  nChanged 46
		SP:Iteration 12Q (49783.110000 sec): 3 clusters
  Score: Raw -204464.332189 + Penalty 2439.106172 = -202025.226017
  nChanged 52
		SP:Iteration 13Q (49783.150000 sec): 3 clusters
  Score: Raw -204524.805156 + Penalty 2439.106172 = -202085.698983
  nChanged 67
		SP:Iteration 14Q (49783.180000 sec): 3 clusters
  Score: Raw -204603.497155 + Penalty 2439.106172 = -202164.390983
  nChanged 58
		SP:Iteration 15Q (49783.210000 sec): 3 clusters
  Score: Raw -204658.532255 + Penalty 2439.106172 = -202219.426083
  nChanged 37
		SP:Iteration 16Q (49783.240000 sec): 3 clusters
  Score: Raw -204712.221039 + Penalty 2439.106172 = -202273.114867
  nChanged 47
		SP:Iteration 17Q (49783.270000 sec): 3 clusters
  Score: Raw -204753.371321 + Penalty 2439.106172 = -202314.265149
  nChanged 27
		SP:Iteration 18Q (49783.310000 sec): 3 clusters
  Score: Raw -204768.482929 + Penalty 2439.106172 = -202329.376756
  nChanged 20
		SP:Iteration 19Q (49783.340000 sec): 3 clusters
  Score: Raw -204786.904360 + Penalty 2439.106172 = -202347.798188
  nChanged 22
		SP:Iteration 20F (49783.370000 sec): 3 clusters
  Score: Raw -204803.095023 + Penalty 2439.106172 = -202363.988851
  nChanged 22
		SP:Iteration 21Q (49783.410000 sec): 3 clusters
  Score: Raw -204815.903914 + Penalty 2439.106172 = -202376.797742
  nChanged 19
		SP:Iteration 22Q (49783.440000 sec): 3 clusters
  Score: Raw -204827.942560 + Penalty 2439.106172 = -202388.836388
  nChanged 18
		SP:Iteration 23Q (49783.470000 sec): 3 clusters
  Score: Raw -204846.184206 + Penalty 2439.106172 = -202407.078034
  nChanged 22
		SP:Iteration 24Q (49783.500000 sec): 3 clusters
  Score: Raw -204860.821202 + Penalty 2439.106172 = -202421.715030
  nChanged 12
		SP:Iteration 25Q (49783.530000 sec): 3 clusters
  Score: Raw -204865.416950 + Penalty 2439.106172 = -202426.310777
  nChanged 5
		SP:Iteration 26Q (49783.570000 sec): 3 clusters
  Score: Raw -204867.450387 + Penalty 2439.106172 = -202428.344215
  nChanged 4
		SP:Iteration 27Q (49783.600000 sec): 3 clusters
  Score: Raw -204868.978342 + Penalty 2439.106172 = -202429.872169
  nChanged 5
		SP:Iteration 28Q (49783.630000 sec): 3 clusters
  Score: Raw -204870.889941 + Penalty 2439.106172 = -202431.783769
  nChanged 5
		SP:Iteration 29Q (49783.660000 sec): 3 clusters
  Score: Raw -204872.405390 + Penalty 2439.106172 = -202433.299218
  nChanged 3
		SP:Iteration 30Q (49783.690000 sec): 3 clusters
  Score: Raw -204874.726383 + Penalty 2439.106172 = -202435.620211
  nChanged 6
		SP:Iteration 31Q (49783.730000 sec): 3 clusters
  Score: Raw -204876.970723 + Penalty 2439.106172 = -202437.864551
  nChanged 12
		SP:Iteration 32Q (49783.760000 sec): 3 clusters
  Score: Raw -204881.647639 + Penalty 2439.106172 = -202442.541466
  nChanged 12
		SP:Iteration 33Q (49783.790000 sec): 3 clusters
  Score: Raw -204888.168573 + Penalty 2439.106172 = -202449.062400
  nChanged 13
		SP:Iteration 34Q (49783.820000 sec): 3 clusters
  Score: Raw -204894.006661 + Penalty 2439.106172 = -202454.900489
  nChanged 11
		SP:Iteration 35Q (49783.850000 sec): 3 clusters
  Score: Raw -204899.074829 + Penalty 2439.106172 = -202459.968656
  nChanged 8
		SP:Iteration 36Q (49783.890000 sec): 3 clusters
  Score: Raw -204905.199496 + Penalty 2439.106172 = -202466.093324
  nChanged 16
		SP:Iteration 37Q (49783.920000 sec): 3 clusters
  Score: Raw -204917.112275 + Penalty 2439.106172 = -202478.006102
  nChanged 17
		SP:Iteration 38Q (49783.950000 sec): 3 clusters
  Score: Raw -204927.425984 + Penalty 2439.106172 = -202488.319812
  nChanged 13
		SP:Iteration 39Q (49783.980000 sec): 3 clusters
  Score: Raw -204935.669895 + Penalty 2439.106172 = -202496.563722
  nChanged 10
		SP:Iteration 40F (49784.020000 sec): 3 clusters
  Score: Raw -204942.243647 + Penalty 2439.106172 = -202503.137474
  nChanged 12
		SP:Iteration 41Q (49784.050000 sec): 3 clusters
  Score: Raw -204948.475208 + Penalty 2439.106172 = -202509.369035
  nChanged 10
		SP:Iteration 42Q (49784.080000 sec): 3 clusters
  Score: Raw -204952.646527 + Penalty 2439.106172 = -202513.540355
  nChanged 4
		SP:Iteration 43Q (49784.110000 sec): 3 clusters
  Score: Raw -204955.289626 + Penalty 2439.106172 = -202516.183454
  nChanged 5
		SP:Iteration 44Q (49784.150000 sec): 3 clusters
  Score: Raw -204958.431145 + Penalty 2439.106172 = -202519.324973
  nChanged 6
		SP:Iteration 45Q (49784.170000 sec): 3 clusters
  Score: Raw -204963.467450 + Penalty 2439.106172 = -202524.361277
  nChanged 3
		SP:Iteration 46Q (49784.210000 sec): 3 clusters
  Score: Raw -204966.403620 + Penalty 2439.106172 = -202527.297448
  nChanged 7
		SP:Iteration 47Q (49784.240000 sec): 3 clusters
  Score: Raw -204973.488073 + Penalty 2439.106172 = -202534.381901
  nChanged 10
		SP:Iteration 48Q (49784.270000 sec): 3 clusters
  Score: Raw -204979.627718 + Penalty 2439.106172 = -202540.521546
  nChanged 4
		SP:Iteration 49Q (49784.300000 sec): 3 clusters
  Score: Raw -204981.574629 + Penalty 2439.106172 = -202542.468457
  nChanged 3
		SP:Iteration 50Q (49784.330000 sec): 3 clusters
  Score: Raw -204983.292380 + Penalty 2439.106172 = -202544.186208
  nChanged 4
		SP:Iteration 51Q (49784.370000 sec): 3 clusters
  Score: Raw -204985.437329 + Penalty 2439.106172 = -202546.331157
  nChanged 2
		SP:Iteration 52Q (49784.400000 sec): 3 clusters
  Score: Raw -204985.938310 + Penalty 2439.106172 = -202546.832137
  nChanged 0
		SP:Iteration 53F (49784.430000 sec): 3 clusters
  Score: Raw -204985.938310 + Penalty 2439.106172 = -202546.832137
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 76 (2130 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49784.500000 sec): 2 clusters
  Score: Raw -238351.738699 + Penalty 1245.380055 = -237106.358644
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49784.540000 sec): 3 clusters
  Score: Raw -237446.174025 + Penalty 2490.760109 = -234955.413916
  nChanged 744
		SP:Iteration 1F (49784.580000 sec): 3 clusters
  Score: Raw -238012.880329 + Penalty 2490.760109 = -235522.120220
  nChanged 200
		SP:Iteration 2F (49784.620000 sec): 3 clusters
  Score: Raw -238211.982100 + Penalty 2490.760109 = -235721.221991
  nChanged 149
		SP:Iteration 3F (49784.650000 sec): 3 clusters
  Score: Raw -238352.436691 + Penalty 2490.760109 = -235861.676582
  nChanged 112
		SP:Iteration 4F (49784.690000 sec): 3 clusters
  Score: Raw -238458.563876 + Penalty 2490.760109 = -235967.803767
  nChanged 89
		SP:Iteration 5Q (49784.730000 sec): 3 clusters
  Score: Raw -238550.217471 + Penalty 2490.760109 = -236059.457362
  nChanged 72
		SP:Iteration 6Q (49784.770000 sec): 3 clusters
  Score: Raw -238613.147030 + Penalty 2490.760109 = -236122.386921
  nChanged 55
		SP:Iteration 7Q (49784.810000 sec): 3 clusters
  Score: Raw -238654.601123 + Penalty 2490.760109 = -236163.841014
  nChanged 37
		SP:Iteration 8Q (49784.850000 sec): 3 clusters
  Score: Raw -238678.118541 + Penalty 2490.760109 = -236187.358432
  nChanged 30
		SP:Iteration 9Q (49784.890000 sec): 3 clusters
  Score: Raw -238700.112839 + Penalty 2490.760109 = -236209.352730
  nChanged 31
		SP:Iteration 10Q (49784.930000 sec): 3 clusters
  Score: Raw -238725.091542 + Penalty 2490.760109 = -236234.331433
  nChanged 22
		SP:Iteration 11Q (49784.960000 sec): 3 clusters
  Score: Raw -238741.142433 + Penalty 2490.760109 = -236250.382324
  nChanged 28
		SP:Iteration 12Q (49785.000000 sec): 3 clusters
  Score: Raw -238762.181834 + Penalty 2490.760109 = -236271.421725
  nChanged 31
		SP:Iteration 13Q (49785.040000 sec): 3 clusters
  Score: Raw -238787.283850 + Penalty 2490.760109 = -236296.523741
  nChanged 24
		SP:Iteration 14Q (49785.080000 sec): 3 clusters
  Score: Raw -238800.310172 + Penalty 2490.760109 = -236309.550063
  nChanged 19
		SP:Iteration 15Q (49785.120000 sec): 3 clusters
  Score: Raw -238812.553945 + Penalty 2490.760109 = -236321.793836
  nChanged 14
		SP:Iteration 16Q (49785.150000 sec): 3 clusters
  Score: Raw -238820.775852 + Penalty 2490.760109 = -236330.015743
  nChanged 15
		SP:Iteration 17Q (49785.190000 sec): 3 clusters
  Score: Raw -238829.809128 + Penalty 2490.760109 = -236339.049019
  nChanged 12
		SP:Iteration 18Q (49785.230000 sec): 3 clusters
  Score: Raw -238836.355321 + Penalty 2490.760109 = -236345.595212
  nChanged 13
		SP:Iteration 19Q (49785.270000 sec): 3 clusters
  Score: Raw -238844.197354 + Penalty 2490.760109 = -236353.437245
  nChanged 10
		SP:Iteration 20F (49785.310000 sec): 3 clusters
  Score: Raw -238852.011560 + Penalty 2490.760109 = -236361.251451
  nChanged 11
		SP:Iteration 21Q (49785.350000 sec): 3 clusters
  Score: Raw -238857.799400 + Penalty 2490.760109 = -236367.039291
  nChanged 8
		SP:Iteration 22Q (49785.390000 sec): 3 clusters
  Score: Raw -238864.937769 + Penalty 2490.760109 = -236374.177660
  nChanged 16
		SP:Iteration 23Q (49785.420000 sec): 3 clusters
  Score: Raw -238874.313674 + Penalty 2490.760109 = -236383.553565
  nChanged 13
		SP:Iteration 24Q (49785.460000 sec): 3 clusters
  Score: Raw -238881.170160 + Penalty 2490.760109 = -236390.410051
  nChanged 8
		SP:Iteration 25Q (49785.500000 sec): 3 clusters
  Score: Raw -238885.091443 + Penalty 2490.760109 = -236394.331334
  nChanged 6
		SP:Iteration 26Q (49785.540000 sec): 3 clusters
  Score: Raw -238890.052621 + Penalty 2490.760109 = -236399.292512
  nChanged 7
		SP:Iteration 27Q (49785.570000 sec): 3 clusters
  Score: Raw -238893.778556 + Penalty 2490.760109 = -236403.018447
  nChanged 4
		SP:Iteration 28Q (49785.610000 sec): 3 clusters
  Score: Raw -238895.953509 + Penalty 2490.760109 = -236405.193400
  nChanged 3
		SP:Iteration 29Q (49785.650000 sec): 3 clusters
  Score: Raw -238896.412158 + Penalty 2490.760109 = -236405.652049
  nChanged 1
		SP:Iteration 30Q (49785.690000 sec): 3 clusters
  Score: Raw -238896.601167 + Penalty 2490.760109 = -236405.841058
  nChanged 0
		SP:Iteration 31F (49785.730000 sec): 3 clusters
  Score: Raw -238896.601167 + Penalty 2490.760109 = -236405.841058
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 77 (438 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49785.780000 sec): 2 clusters
  Score: Raw -50577.353863 + Penalty 988.360573 = -49588.993290
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49785.790000 sec): 3 clusters
  Score: Raw -50541.241887 + Penalty 1976.721146 = -48564.520741
  nChanged 103
		SP:Iteration 1F (49785.800000 sec): 3 clusters
  Score: Raw -50708.698683 + Penalty 1976.721146 = -48731.977538
  nChanged 26
		SP:Iteration 2F (49785.810000 sec): 3 clusters
  Score: Raw -50750.526260 + Penalty 1976.721146 = -48773.805114
  nChanged 10
		SP:Iteration 3Q (49785.820000 sec): 3 clusters
  Score: Raw -50762.739589 + Penalty 1976.721146 = -48786.018444
  nChanged 6
		SP:Iteration 4Q (49785.830000 sec): 3 clusters
  Score: Raw -50768.947173 + Penalty 1976.721146 = -48792.226027
  nChanged 3
		SP:Iteration 5Q (49785.840000 sec): 3 clusters
  Score: Raw -50771.665719 + Penalty 1976.721146 = -48794.944573
  nChanged 4
		SP:Iteration 6Q (49785.850000 sec): 3 clusters
  Score: Raw -50775.010855 + Penalty 1976.721146 = -48798.289709
  nChanged 0
		SP:Iteration 7F (49785.860000 sec): 3 clusters
  Score: Raw -50775.010855 + Penalty 1976.721146 = -48798.289709
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 78 (617 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49785.910000 sec): 2 clusters
  Score: Raw -71177.745510 + Penalty 1044.041216 = -70133.704294
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49785.920000 sec): 3 clusters
  Score: Raw -71058.292436 + Penalty 2088.082433 = -68970.210003
  nChanged 151
		SP:Iteration 1F (49785.930000 sec): 3 clusters
  Score: Raw -71238.031469 + Penalty 2088.082433 = -69149.949036
  nChanged 36
		SP:Iteration 2F (49785.950000 sec): 3 clusters
  Score: Raw -71298.933999 + Penalty 2088.082433 = -69210.851566
  nChanged 16
		SP:Iteration 3Q (49785.960000 sec): 3 clusters
  Score: Raw -71315.362473 + Penalty 2088.082433 = -69227.280040
  nChanged 5
		SP:Iteration 4Q (49785.970000 sec): 3 clusters
  Score: Raw -71321.803079 + Penalty 2088.082433 = -69233.720646
  nChanged 2
		SP:Iteration 5Q (49785.990000 sec): 3 clusters
  Score: Raw -71323.673931 + Penalty 2088.082433 = -69235.591498
  nChanged 1
		SP:Iteration 6Q (49786.000000 sec): 3 clusters
  Score: Raw -71325.543877 + Penalty 2088.082433 = -69237.461444
  nChanged 2
		SP:Iteration 7Q (49786.010000 sec): 3 clusters
  Score: Raw -71326.404392 + Penalty 2088.082433 = -69238.321960
  nChanged 0
		SP:Iteration 8F (49786.020000 sec): 3 clusters
  Score: Raw -71326.404392 + Penalty 2088.082433 = -69238.321960
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 79 (3531 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49786.090000 sec): 2 clusters
  Score: Raw -418085.683566 + Penalty 1327.517164 = -416758.166401
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49786.170000 sec): 3 clusters
  Score: Raw -416362.617447 + Penalty 2655.034329 = -413707.583118
  nChanged 1393
		SP:Iteration 1F (49786.240000 sec): 3 clusters
  Score: Raw -417206.897746 + Penalty 2655.034329 = -414551.863418
  nChanged 279
		SP:Iteration 2F (49786.300000 sec): 3 clusters
  Score: Raw -417402.153872 + Penalty 2655.034329 = -414747.119543
  nChanged 200
		SP:Iteration 3F (49786.370000 sec): 3 clusters
  Score: Raw -417525.785525 + Penalty 2655.034329 = -414870.751196
  nChanged 152
		SP:Iteration 4Q (49786.430000 sec): 3 clusters
  Score: Raw -417628.282470 + Penalty 2655.034329 = -414973.248141
  nChanged 139
		SP:Iteration 5Q (49786.490000 sec): 3 clusters
  Score: Raw -417736.146902 + Penalty 2655.034329 = -415081.112574
  nChanged 160
		SP:Iteration 6Q (49786.560000 sec): 3 clusters
  Score: Raw -417852.995100 + Penalty 2655.034329 = -415197.960772
  nChanged 132
		SP:Iteration 7Q (49786.620000 sec): 3 clusters
  Score: Raw -417928.925597 + Penalty 2655.034329 = -415273.891268
  nChanged 110
		SP:Iteration 8Q (49786.690000 sec): 3 clusters
  Score: Raw -417996.784163 + Penalty 2655.034329 = -415341.749834
  nChanged 80
		SP:Iteration 9Q (49786.750000 sec): 3 clusters
  Score: Raw -418044.120655 + Penalty 2655.034329 = -415389.086326
  nChanged 83
		SP:Iteration 10Q (49786.810000 sec): 3 clusters
  Score: Raw -418089.262228 + Penalty 2655.034329 = -415434.227899
  nChanged 78
		SP:Iteration 11Q (49786.870000 sec): 3 clusters
  Score: Raw -418129.394456 + Penalty 2655.034329 = -415474.360127
  nChanged 74
		SP:Iteration 12Q (49786.940000 sec): 3 clusters
  Score: Raw -418165.731488 + Penalty 2655.034329 = -415510.697159
  nChanged 62
		SP:Iteration 13Q (49787.000000 sec): 3 clusters
  Score: Raw -418205.311507 + Penalty 2655.034329 = -415550.277178
  nChanged 75
		SP:Iteration 14Q (49787.060000 sec): 3 clusters
  Score: Raw -418257.022808 + Penalty 2655.034329 = -415601.988479
  nChanged 61
		SP:Iteration 15Q (49787.130000 sec): 3 clusters
  Score: Raw -418294.534153 + Penalty 2655.034329 = -415639.499824
  nChanged 50
		SP:Iteration 16Q (49787.190000 sec): 3 clusters
  Score: Raw -418327.408502 + Penalty 2655.034329 = -415672.374173
  nChanged 56
		SP:Iteration 17Q (49787.250000 sec): 3 clusters
  Score: Raw -418363.856765 + Penalty 2655.034329 = -415708.822436
  nChanged 48
		SP:Iteration 18Q (49787.310000 sec): 3 clusters
  Score: Raw -418388.754048 + Penalty 2655.034329 = -415733.719719
  nChanged 44
		SP:Iteration 19Q (49787.370000 sec): 3 clusters
  Score: Raw -418408.911869 + Penalty 2655.034329 = -415753.877540
  nChanged 38
		SP:Iteration 20F (49787.440000 sec): 3 clusters
  Score: Raw -418423.179044 + Penalty 2655.034329 = -415768.144715
  nChanged 24
		SP:Iteration 21Q (49787.500000 sec): 3 clusters
  Score: Raw -418433.010754 + Penalty 2655.034329 = -415777.976425
  nChanged 22
		SP:Iteration 22Q (49787.560000 sec): 3 clusters
  Score: Raw -418441.683227 + Penalty 2655.034329 = -415786.648898
  nChanged 23
		SP:Iteration 23Q (49787.630000 sec): 3 clusters
  Score: Raw -418449.426257 + Penalty 2655.034329 = -415794.391929
  nChanged 13
		SP:Iteration 24Q (49787.690000 sec): 3 clusters
  Score: Raw -418453.295274 + Penalty 2655.034329 = -415798.260946
  nChanged 12
		SP:Iteration 25Q (49787.750000 sec): 3 clusters
  Score: Raw -418461.639656 + Penalty 2655.034329 = -415806.605327
  nChanged 18
		SP:Iteration 26Q (49787.810000 sec): 3 clusters
  Score: Raw -418471.195826 + Penalty 2655.034329 = -415816.161497
  nChanged 15
		SP:Iteration 27Q (49787.870000 sec): 3 clusters
  Score: Raw -418476.833979 + Penalty 2655.034329 = -415821.799650
  nChanged 17
		SP:Iteration 28Q (49787.930000 sec): 3 clusters
  Score: Raw -418482.813885 + Penalty 2655.034329 = -415827.779557
  nChanged 13
		SP:Iteration 29Q (49788.000000 sec): 3 clusters
  Score: Raw -418486.875526 + Penalty 2655.034329 = -415831.841197
  nChanged 11
		SP:Iteration 30Q (49788.060000 sec): 3 clusters
  Score: Raw -418489.875628 + Penalty 2655.034329 = -415834.841300
  nChanged 6
		SP:Iteration 31Q (49788.120000 sec): 3 clusters
  Score: Raw -418492.811050 + Penalty 2655.034329 = -415837.776721
  nChanged 8
		SP:Iteration 32Q (49788.180000 sec): 3 clusters
  Score: Raw -418495.069567 + Penalty 2655.034329 = -415840.035239
  nChanged 6
		SP:Iteration 33Q (49788.250000 sec): 3 clusters
  Score: Raw -418496.759956 + Penalty 2655.034329 = -415841.725628
  nChanged 6
		SP:Iteration 34Q (49788.310000 sec): 3 clusters
  Score: Raw -418499.098040 + Penalty 2655.034329 = -415844.063711
  nChanged 5
		SP:Iteration 35Q (49788.370000 sec): 3 clusters
  Score: Raw -418500.287415 + Penalty 2655.034329 = -415845.253086
  nChanged 7
		SP:Iteration 36Q (49788.430000 sec): 3 clusters
  Score: Raw -418502.321012 + Penalty 2655.034329 = -415847.286683
  nChanged 5
		SP:Iteration 37Q (49788.490000 sec): 3 clusters
  Score: Raw -418504.625005 + Penalty 2655.034329 = -415849.590676
  nChanged 5
		SP:Iteration 38Q (49788.550000 sec): 3 clusters
  Score: Raw -418506.947191 + Penalty 2655.034329 = -415851.912862
  nChanged 7
		SP:Iteration 39Q (49788.610000 sec): 3 clusters
  Score: Raw -418509.306144 + Penalty 2655.034329 = -415854.271816
  nChanged 5
		SP:Iteration 40F (49788.680000 sec): 3 clusters
  Score: Raw -418510.799061 + Penalty 2655.034329 = -415855.764732
  nChanged 3
		SP:Iteration 41Q (49788.740000 sec): 3 clusters
  Score: Raw -418511.969892 + Penalty 2655.034329 = -415856.935563
  nChanged 3
		SP:Iteration 42Q (49788.800000 sec): 3 clusters
  Score: Raw -418513.430862 + Penalty 2655.034329 = -415858.396533
  nChanged 6
		SP:Iteration 43Q (49788.870000 sec): 3 clusters
  Score: Raw -418515.960894 + Penalty 2655.034329 = -415860.926565
  nChanged 5
		SP:Iteration 44Q (49788.930000 sec): 3 clusters
  Score: Raw -418518.108699 + Penalty 2655.034329 = -415863.074370
  nChanged 10
		SP:Iteration 45Q (49788.990000 sec): 3 clusters
  Score: Raw -418522.616749 + Penalty 2655.034329 = -415867.582420
  nChanged 7
		SP:Iteration 46Q (49789.050000 sec): 3 clusters
  Score: Raw -418524.556862 + Penalty 2655.034329 = -415869.522534
  nChanged 5
		SP:Iteration 47Q (49789.110000 sec): 3 clusters
  Score: Raw -418525.581071 + Penalty 2655.034329 = -415870.546742
  nChanged 0
		SP:Iteration 48F (49789.180000 sec): 3 clusters
  Score: Raw -418525.581071 + Penalty 2655.034329 = -415870.546742
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 80 (2845 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49789.280000 sec): 2 clusters
  Score: Raw -317610.953495 + Penalty 1292.414231 = -316318.539263
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49789.330000 sec): 3 clusters
  Score: Raw -316325.980144 + Penalty 2584.828463 = -313741.151681
  nChanged 1098
		SP:Iteration 1F (49789.390000 sec): 3 clusters
  Score: Raw -317097.505932 + Penalty 2584.828463 = -314512.677470
  nChanged 283
		SP:Iteration 2F (49789.440000 sec): 3 clusters
  Score: Raw -317353.765057 + Penalty 2584.828463 = -314768.936594
  nChanged 179
		SP:Iteration 3F (49789.490000 sec): 3 clusters
  Score: Raw -317538.300884 + Penalty 2584.828463 = -314953.472421
  nChanged 163
		SP:Iteration 4F (49789.550000 sec): 3 clusters
  Score: Raw -317736.254164 + Penalty 2584.828463 = -315151.425702
  nChanged 175
		SP:Iteration 5F (49789.600000 sec): 3 clusters
  Score: Raw -317975.760540 + Penalty 2584.828463 = -315390.932078
  nChanged 145
		SP:Iteration 6F (49789.650000 sec): 3 clusters
  Score: Raw -318186.673191 + Penalty 2584.828463 = -315601.844729
  nChanged 129
		SP:Iteration 7Q (49789.700000 sec): 3 clusters
  Score: Raw -318370.260726 + Penalty 2584.828463 = -315785.432264
  nChanged 95
		SP:Iteration 8Q (49789.750000 sec): 3 clusters
  Score: Raw -318516.900888 + Penalty 2584.828463 = -315932.072426
  nChanged 91
		SP:Iteration 9Q (49789.800000 sec): 3 clusters
  Score: Raw -318655.236476 + Penalty 2584.828463 = -316070.408014
  nChanged 67
		SP:Iteration 10Q (49789.850000 sec): 3 clusters
  Score: Raw -318721.867628 + Penalty 2584.828463 = -316137.039165
  nChanged 47
		SP:Iteration 11Q (49789.900000 sec): 3 clusters
  Score: Raw -318760.018651 + Penalty 2584.828463 = -316175.190188
  nChanged 29
		SP:Iteration 12Q (49789.950000 sec): 3 clusters
  Score: Raw -318792.515602 + Penalty 2584.828463 = -316207.687140
  nChanged 19
		SP:Iteration 13Q (49790.000000 sec): 3 clusters
  Score: Raw -318800.682610 + Penalty 2584.828463 = -316215.854148
  nChanged 5
		SP:Iteration 14Q (49790.050000 sec): 3 clusters
  Score: Raw -318803.880604 + Penalty 2584.828463 = -316219.052141
  nChanged 10
		SP:Iteration 15Q (49790.100000 sec): 3 clusters
  Score: Raw -318810.068352 + Penalty 2584.828463 = -316225.239889
  nChanged 5
		SP:Iteration 16Q (49790.150000 sec): 3 clusters
  Score: Raw -318812.857294 + Penalty 2584.828463 = -316228.028832
  nChanged 3
		SP:Iteration 17Q (49790.200000 sec): 3 clusters
  Score: Raw -318815.636465 + Penalty 2584.828463 = -316230.808003
  nChanged 4
		SP:Iteration 18Q (49790.250000 sec): 3 clusters
  Score: Raw -318817.235574 + Penalty 2584.828463 = -316232.407111
  nChanged 2
		SP:Iteration 19Q (49790.300000 sec): 3 clusters
  Score: Raw -318817.530362 + Penalty 2584.828463 = -316232.701899
  nChanged 0
		SP:Iteration 20F (49790.350000 sec): 3 clusters
  Score: Raw -318817.546679 + Penalty 2584.828463 = -316232.718216
  nChanged 1
		SP:Iteration 21Q (49790.400000 sec): 3 clusters
  Score: Raw -318818.938755 + Penalty 2584.828463 = -316234.110292
  nChanged 1
		SP:Iteration 22Q (49790.450000 sec): 3 clusters
  Score: Raw -318819.556166 + Penalty 2584.828463 = -316234.727704
  nChanged 0
		SP:Iteration 23F (49790.510000 sec): 3 clusters
  Score: Raw -318819.556166 + Penalty 2584.828463 = -316234.727704
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 81 (5157 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49790.590000 sec): 2 clusters
  Score: Raw -624024.297903 + Penalty 1389.067923 = -622635.229980
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49790.710000 sec): 3 clusters
  Score: Raw -621342.980550 + Penalty 2778.135846 = -618564.844704
  nChanged 2109
		SP:Iteration 1F (49790.800000 sec): 3 clusters
  Score: Raw -622519.317824 + Penalty 2778.135846 = -619741.181978
  nChanged 357
		SP:Iteration 2F (49790.890000 sec): 3 clusters
  Score: Raw -622734.739913 + Penalty 2778.135846 = -619956.604067
  nChanged 288
		SP:Iteration 3F (49790.990000 sec): 3 clusters
  Score: Raw -622898.535869 + Penalty 2778.135846 = -620120.400024
  nChanged 252
		SP:Iteration 4Q (49791.070000 sec): 3 clusters
  Score: Raw -623048.002968 + Penalty 2778.135846 = -620269.867122
  nChanged 230
		SP:Iteration 5Q (49791.170000 sec): 3 clusters
  Score: Raw -623188.511761 + Penalty 2778.135846 = -620410.375916
  nChanged 201
		SP:Iteration 6Q (49791.250000 sec): 3 clusters
  Score: Raw -623309.745659 + Penalty 2778.135846 = -620531.609814
  nChanged 202
		SP:Iteration 7Q (49791.350000 sec): 3 clusters
  Score: Raw -623425.375865 + Penalty 2778.135846 = -620647.240020
  nChanged 191
		SP:Iteration 8Q (49791.440000 sec): 3 clusters
  Score: Raw -623524.379972 + Penalty 2778.135846 = -620746.244127
  nChanged 153
		SP:Iteration 9Q (49791.530000 sec): 3 clusters
  Score: Raw -623595.287274 + Penalty 2778.135846 = -620817.151428
  nChanged 145
		SP:Iteration 10Q (49791.620000 sec): 3 clusters
  Score: Raw -623663.939384 + Penalty 2778.135846 = -620885.803539
  nChanged 103
		SP:Iteration 11Q (49791.710000 sec): 3 clusters
  Score: Raw -623707.889040 + Penalty 2778.135846 = -620929.753194
  nChanged 85
		SP:Iteration 12Q (49791.800000 sec): 3 clusters
  Score: Raw -623737.142747 + Penalty 2778.135846 = -620959.006901
  nChanged 58
		SP:Iteration 13Q (49791.890000 sec): 3 clusters
  Score: Raw -623758.254857 + Penalty 2778.135846 = -620980.119011
  nChanged 51
		SP:Iteration 14Q (49791.980000 sec): 3 clusters
  Score: Raw -623776.296443 + Penalty 2778.135846 = -620998.160598
  nChanged 37
		SP:Iteration 15Q (49792.070000 sec): 3 clusters
  Score: Raw -623790.111640 + Penalty 2778.135846 = -621011.975795
  nChanged 29
		SP:Iteration 16Q (49792.160000 sec): 3 clusters
  Score: Raw -623799.175766 + Penalty 2778.135846 = -621021.039920
  nChanged 31
		SP:Iteration 17Q (49792.250000 sec): 3 clusters
  Score: Raw -623808.141035 + Penalty 2778.135846 = -621030.005189
  nChanged 32
		SP:Iteration 18Q (49792.340000 sec): 3 clusters
  Score: Raw -623815.742871 + Penalty 2778.135846 = -621037.607026
  nChanged 28
		SP:Iteration 19Q (49792.430000 sec): 3 clusters
  Score: Raw -623822.736317 + Penalty 2778.135846 = -621044.600471
  nChanged 28
		SP:Iteration 20F (49792.520000 sec): 3 clusters
  Score: Raw -623830.310655 + Penalty 2778.135846 = -621052.174809
  nChanged 20
		SP:Iteration 21Q (49792.610000 sec): 3 clusters
  Score: Raw -623835.544805 + Penalty 2778.135846 = -621057.408959
  nChanged 18
		SP:Iteration 22Q (49792.700000 sec): 3 clusters
  Score: Raw -623839.287745 + Penalty 2778.135846 = -621061.151899
  nChanged 13
		SP:Iteration 23Q (49792.790000 sec): 3 clusters
  Score: Raw -623842.212462 + Penalty 2778.135846 = -621064.076617
  nChanged 16
		SP:Iteration 24Q (49792.880000 sec): 3 clusters
  Score: Raw -623845.921529 + Penalty 2778.135846 = -621067.785683
  nChanged 15
		SP:Iteration 25Q (49792.970000 sec): 3 clusters
  Score: Raw -623848.780085 + Penalty 2778.135846 = -621070.644239
  nChanged 10
		SP:Iteration 26Q (49793.060000 sec): 3 clusters
  Score: Raw -623851.437080 + Penalty 2778.135846 = -621073.301235
  nChanged 10
		SP:Iteration 27Q (49793.150000 sec): 3 clusters
  Score: Raw -623854.065564 + Penalty 2778.135846 = -621075.929719
  nChanged 10
		SP:Iteration 28Q (49793.240000 sec): 3 clusters
  Score: Raw -623856.887194 + Penalty 2778.135846 = -621078.751349
  nChanged 8
		SP:Iteration 29Q (49793.330000 sec): 3 clusters
  Score: Raw -623858.789204 + Penalty 2778.135846 = -621080.653358
  nChanged 9
		SP:Iteration 30Q (49793.420000 sec): 3 clusters
  Score: Raw -623860.427543 + Penalty 2778.135846 = -621082.291698
  nChanged 7
		SP:Iteration 31Q (49793.510000 sec): 3 clusters
  Score: Raw -623862.066153 + Penalty 2778.135846 = -621083.930308
  nChanged 7
		SP:Iteration 32Q (49793.590000 sec): 3 clusters
  Score: Raw -623863.632919 + Penalty 2778.135846 = -621085.497073
  nChanged 3
		SP:Iteration 33Q (49793.690000 sec): 3 clusters
  Score: Raw -623864.036830 + Penalty 2778.135846 = -621085.900984
  nChanged 1
		SP:Iteration 34Q (49793.770000 sec): 3 clusters
  Score: Raw -623864.293651 + Penalty 2778.135846 = -621086.157805
  nChanged 3
		SP:Iteration 35Q (49793.870000 sec): 3 clusters
  Score: Raw -623864.818309 + Penalty 2778.135846 = -621086.682463
  nChanged 0
		SP:Iteration 36F (49793.960000 sec): 3 clusters
  Score: Raw -623864.818309 + Penalty 2778.135846 = -621086.682463
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 82 (1031 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49794.010000 sec): 2 clusters
  Score: Raw -119471.346929 + Penalty 1127.471229 = -118343.875701
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49794.030000 sec): 3 clusters
  Score: Raw -119157.549291 + Penalty 2254.942457 = -116902.606834
  nChanged 310
		SP:Iteration 1F (49794.050000 sec): 3 clusters
  Score: Raw -119447.629480 + Penalty 2254.942457 = -117192.687023
  nChanged 93
		SP:Iteration 2F (49794.070000 sec): 3 clusters
  Score: Raw -119559.125328 + Penalty 2254.942457 = -117304.182871
  nChanged 61
		SP:Iteration 3F (49794.090000 sec): 3 clusters
  Score: Raw -119640.002857 + Penalty 2254.942457 = -117385.060399
  nChanged 50
		SP:Iteration 4Q (49794.110000 sec): 3 clusters
  Score: Raw -119715.611841 + Penalty 2254.942457 = -117460.669383
  nChanged 47
		SP:Iteration 5Q (49794.130000 sec): 3 clusters
  Score: Raw -119765.689744 + Penalty 2254.942457 = -117510.747287
  nChanged 28
		SP:Iteration 6Q (49794.150000 sec): 3 clusters
  Score: Raw -119797.719258 + Penalty 2254.942457 = -117542.776801
  nChanged 21
		SP:Iteration 7Q (49794.170000 sec): 3 clusters
  Score: Raw -119823.902114 + Penalty 2254.942457 = -117568.959657
  nChanged 16
		SP:Iteration 8Q (49794.190000 sec): 3 clusters
  Score: Raw -119836.232555 + Penalty 2254.942457 = -117581.290097
  nChanged 8
		SP:Iteration 9Q (49794.210000 sec): 3 clusters
  Score: Raw -119844.300778 + Penalty 2254.942457 = -117589.358321
  nChanged 4
		SP:Iteration 10Q (49794.230000 sec): 3 clusters
  Score: Raw -119849.110360 + Penalty 2254.942457 = -117594.167903
  nChanged 4
		SP:Iteration 11Q (49794.250000 sec): 3 clusters
  Score: Raw -119852.640002 + Penalty 2254.942457 = -117597.697544
  nChanged 5
		SP:Iteration 12Q (49794.270000 sec): 3 clusters
  Score: Raw -119856.618178 + Penalty 2254.942457 = -117601.675721
  nChanged 5
		SP:Iteration 13Q (49794.290000 sec): 3 clusters
  Score: Raw -119862.815349 + Penalty 2254.942457 = -117607.872892
  nChanged 3
		SP:Iteration 14Q (49794.310000 sec): 3 clusters
  Score: Raw -119866.416547 + Penalty 2254.942457 = -117611.474090
  nChanged 3
		SP:Iteration 15Q (49794.330000 sec): 3 clusters
  Score: Raw -119868.122241 + Penalty 2254.942457 = -117613.179783
  nChanged 3
		SP:Iteration 16Q (49794.350000 sec): 3 clusters
  Score: Raw -119871.065120 + Penalty 2254.942457 = -117616.122663
  nChanged 5
		SP:Iteration 17Q (49794.370000 sec): 3 clusters
  Score: Raw -119878.773673 + Penalty 2254.942457 = -117623.831215
  nChanged 4
		SP:Iteration 18Q (49794.390000 sec): 3 clusters
  Score: Raw -119881.503990 + Penalty 2254.942457 = -117626.561533
  nChanged 5
		SP:Iteration 19Q (49794.410000 sec): 3 clusters
  Score: Raw -119887.212319 + Penalty 2254.942457 = -117632.269862
  nChanged 1
		SP:Iteration 20F (49794.430000 sec): 3 clusters
  Score: Raw -119887.610972 + Penalty 2254.942457 = -117632.668515
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 83 (6695 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49794.530000 sec): 2 clusters
  Score: Raw -713604.919627 + Penalty 1431.481392 = -712173.438235
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49794.660000 sec): 3 clusters
  Score: Raw -709997.690623 + Penalty 2862.962784 = -707134.727840
  nChanged 2753
		SP:Iteration 1F (49794.780000 sec): 3 clusters
  Score: Raw -711757.451763 + Penalty 2862.962784 = -708894.488979
  nChanged 575
		SP:Iteration 2F (49794.890000 sec): 3 clusters
  Score: Raw -712159.289132 + Penalty 2862.962784 = -709296.326349
  nChanged 461
		SP:Iteration 3F (49795.010000 sec): 3 clusters
  Score: Raw -712501.888523 + Penalty 2862.962784 = -709638.925739
  nChanged 397
		SP:Iteration 4F (49795.140000 sec): 3 clusters
  Score: Raw -712745.053373 + Penalty 2862.962784 = -709882.090589
  nChanged 311
		SP:Iteration 5Q (49795.260000 sec): 3 clusters
  Score: Raw -712920.484020 + Penalty 2862.962784 = -710057.521236
  nChanged 272
		SP:Iteration 6Q (49795.380000 sec): 3 clusters
  Score: Raw -713074.258979 + Penalty 2862.962784 = -710211.296195
  nChanged 222
		SP:Iteration 7Q (49795.500000 sec): 3 clusters
  Score: Raw -713172.900950 + Penalty 2862.962784 = -710309.938167
  nChanged 163
		SP:Iteration 8Q (49795.610000 sec): 3 clusters
  Score: Raw -713242.305112 + Penalty 2862.962784 = -710379.342328
  nChanged 127
		SP:Iteration 9Q (49795.730000 sec): 3 clusters
  Score: Raw -713283.166316 + Penalty 2862.962784 = -710420.203532
  nChanged 95
		SP:Iteration 10Q (49795.850000 sec): 3 clusters
  Score: Raw -713312.537376 + Penalty 2862.962784 = -710449.574592
  nChanged 85
		SP:Iteration 11Q (49795.970000 sec): 3 clusters
  Score: Raw -713337.622569 + Penalty 2862.962784 = -710474.659785
  nChanged 76
		SP:Iteration 12Q (49796.090000 sec): 3 clusters
  Score: Raw -713359.138790 + Penalty 2862.962784 = -710496.176006
  nChanged 65
		SP:Iteration 13Q (49796.210000 sec): 3 clusters
  Score: Raw -713376.222281 + Penalty 2862.962784 = -710513.259497
  nChanged 61
		SP:Iteration 14Q (49796.330000 sec): 3 clusters
  Score: Raw -713395.869166 + Penalty 2862.962784 = -710532.906382
  nChanged 72
		SP:Iteration 15Q (49796.450000 sec): 3 clusters
  Score: Raw -713423.952933 + Penalty 2862.962784 = -710560.990149
  nChanged 84
		SP:Iteration 16Q (49796.570000 sec): 3 clusters
  Score: Raw -713454.403426 + Penalty 2862.962784 = -710591.440642
  nChanged 87
		SP:Iteration 17Q (49796.680000 sec): 3 clusters
  Score: Raw -713489.035943 + Penalty 2862.962784 = -710626.073159
  nChanged 90
		SP:Iteration 18Q (49796.800000 sec): 3 clusters
  Score: Raw -713533.103378 + Penalty 2862.962784 = -710670.140594
  nChanged 95
		SP:Iteration 19Q (49796.920000 sec): 3 clusters
  Score: Raw -713573.279786 + Penalty 2862.962784 = -710710.317002
  nChanged 86
		SP:Iteration 20F (49797.040000 sec): 3 clusters
  Score: Raw -713602.212434 + Penalty 2862.962784 = -710739.249650
  nChanged 71
		SP:Iteration 21Q (49797.150000 sec): 3 clusters
  Score: Raw -713626.057525 + Penalty 2862.962784 = -710763.094741
  nChanged 56
		SP:Iteration 22Q (49797.260000 sec): 3 clusters
  Score: Raw -713649.140201 + Penalty 2862.962784 = -710786.177418
  nChanged 59
		SP:Iteration 23Q (49797.370000 sec): 3 clusters
  Score: Raw -713663.677672 + Penalty 2862.962784 = -710800.714889
  nChanged 50
		SP:Iteration 24Q (49797.480000 sec): 3 clusters
  Score: Raw -713679.677845 + Penalty 2862.962784 = -710816.715061
  nChanged 57
		SP:Iteration 25Q (49797.600000 sec): 3 clusters
  Score: Raw -713701.727716 + Penalty 2862.962784 = -710838.764933
  nChanged 55
		SP:Iteration 26Q (49797.710000 sec): 3 clusters
  Score: Raw -713726.577301 + Penalty 2862.962784 = -710863.614517
  nChanged 52
		SP:Iteration 27Q (49797.820000 sec): 3 clusters
  Score: Raw -713744.753497 + Penalty 2862.962784 = -710881.790713
  nChanged 57
		SP:Iteration 28Q (49797.940000 sec): 3 clusters
  Score: Raw -713761.264214 + Penalty 2862.962784 = -710898.301430
  nChanged 54
		SP:Iteration 29Q (49798.060000 sec): 3 clusters
  Score: Raw -713778.481206 + Penalty 2862.962784 = -710915.518422
  nChanged 57
		SP:Iteration 30Q (49798.180000 sec): 3 clusters
  Score: Raw -713794.123850 + Penalty 2862.962784 = -710931.161066
  nChanged 44
		SP:Iteration 31Q (49798.290000 sec): 3 clusters
  Score: Raw -713808.456992 + Penalty 2862.962784 = -710945.494208
  nChanged 41
		SP:Iteration 32Q (49798.410000 sec): 3 clusters
  Score: Raw -713822.519895 + Penalty 2862.962784 = -710959.557111
  nChanged 46
		SP:Iteration 33Q (49798.530000 sec): 3 clusters
  Score: Raw -713836.793395 + Penalty 2862.962784 = -710973.830611
  nChanged 43
		SP:Iteration 34Q (49798.640000 sec): 3 clusters
  Score: Raw -713851.019742 + Penalty 2862.962784 = -710988.056958
  nChanged 49
		SP:Iteration 35Q (49798.760000 sec): 3 clusters
  Score: Raw -713869.489383 + Penalty 2862.962784 = -711006.526599
  nChanged 66
		SP:Iteration 36Q (49798.880000 sec): 3 clusters
  Score: Raw -713893.457793 + Penalty 2862.962784 = -711030.495009
  nChanged 54
		SP:Iteration 37Q (49798.990000 sec): 3 clusters
  Score: Raw -713916.386455 + Penalty 2862.962784 = -711053.423672
  nChanged 61
		SP:Iteration 38Q (49799.110000 sec): 3 clusters
  Score: Raw -713942.808012 + Penalty 2862.962784 = -711079.845228
  nChanged 75
		SP:Iteration 39Q (49799.220000 sec): 3 clusters
  Score: Raw -713970.365837 + Penalty 2862.962784 = -711107.403053
  nChanged 64
		SP:Iteration 40F (49799.350000 sec): 3 clusters
  Score: Raw -713991.288399 + Penalty 2862.962784 = -711128.325615
  nChanged 53
		SP:Iteration 41Q (49799.460000 sec): 3 clusters
  Score: Raw -714004.985764 + Penalty 2862.962784 = -711142.022980
  nChanged 45
		SP:Iteration 42Q (49799.580000 sec): 3 clusters
  Score: Raw -714016.720719 + Penalty 2862.962784 = -711153.757935
  nChanged 34
		SP:Iteration 43Q (49799.700000 sec): 3 clusters
  Score: Raw -714025.481292 + Penalty 2862.962784 = -711162.518508
  nChanged 24
		SP:Iteration 44Q (49799.820000 sec): 3 clusters
  Score: Raw -714031.546514 + Penalty 2862.962784 = -711168.583731
  nChanged 28
		SP:Iteration 45Q (49799.930000 sec): 3 clusters
  Score: Raw -714038.504848 + Penalty 2862.962784 = -711175.542064
  nChanged 25
		SP:Iteration 46Q (49800.050000 sec): 3 clusters
  Score: Raw -714046.678801 + Penalty 2862.962784 = -711183.716017
  nChanged 28
		SP:Iteration 47Q (49800.170000 sec): 3 clusters
  Score: Raw -714060.146677 + Penalty 2862.962784 = -711197.183893
  nChanged 27
		SP:Iteration 48Q (49800.280000 sec): 3 clusters
  Score: Raw -714071.329884 + Penalty 2862.962784 = -711208.367101
  nChanged 29
		SP:Iteration 49Q (49800.440000 sec): 3 clusters
  Score: Raw -714082.743272 + Penalty 2862.962784 = -711219.780489
  nChanged 35
		SP:Iteration 50Q (49800.560000 sec): 3 clusters
  Score: Raw -714101.126061 + Penalty 2862.962784 = -711238.163277
  nChanged 44
		SP:Iteration 51Q (49800.680000 sec): 3 clusters
  Score: Raw -714119.912311 + Penalty 2862.962784 = -711256.949528
  nChanged 50
		SP:Iteration 52Q (49800.800000 sec): 3 clusters
  Score: Raw -714138.061810 + Penalty 2862.962784 = -711275.099026
  nChanged 46
		SP:Iteration 53Q (49800.910000 sec): 3 clusters
  Score: Raw -714162.042094 + Penalty 2862.962784 = -711299.079310
  nChanged 55
		SP:Iteration 54Q (49801.030000 sec): 3 clusters
  Score: Raw -714185.371531 + Penalty 2862.962784 = -711322.408747
  nChanged 57
		SP:Iteration 55Q (49801.150000 sec): 3 clusters
  Score: Raw -714207.486096 + Penalty 2862.962784 = -711344.523312
  nChanged 51
		SP:Iteration 56Q (49801.260000 sec): 3 clusters
  Score: Raw -714223.246733 + Penalty 2862.962784 = -711360.283949
  nChanged 43
		SP:Iteration 57Q (49801.380000 sec): 3 clusters
  Score: Raw -714233.947856 + Penalty 2862.962784 = -711370.985072
  nChanged 40
		SP:Iteration 58Q (49801.500000 sec): 3 clusters
  Score: Raw -714244.129513 + Penalty 2862.962784 = -711381.166729
  nChanged 25
		SP:Iteration 59Q (49801.620000 sec): 3 clusters
  Score: Raw -714249.323227 + Penalty 2862.962784 = -711386.360443
  nChanged 21
		SP:Iteration 60F (49801.750000 sec): 3 clusters
  Score: Raw -714254.532034 + Penalty 2862.962784 = -711391.569250
  nChanged 25
		SP:Iteration 61Q (49801.860000 sec): 3 clusters
  Score: Raw -714261.970304 + Penalty 2862.962784 = -711399.007520
  nChanged 23
		SP:Iteration 62Q (49801.980000 sec): 3 clusters
  Score: Raw -714269.268860 + Penalty 2862.962784 = -711406.306076
  nChanged 26
		SP:Iteration 63Q (49802.100000 sec): 3 clusters
  Score: Raw -714277.682538 + Penalty 2862.962784 = -711414.719755
  nChanged 32
		SP:Iteration 64Q (49802.220000 sec): 3 clusters
  Score: Raw -714288.041495 + Penalty 2862.962784 = -711425.078711
  nChanged 26
		SP:Iteration 65Q (49802.340000 sec): 3 clusters
  Score: Raw -714296.382664 + Penalty 2862.962784 = -711433.419880
  nChanged 29
		SP:Iteration 66Q (49802.460000 sec): 3 clusters
  Score: Raw -714307.032934 + Penalty 2862.962784 = -711444.070150
  nChanged 37
		SP:Iteration 67Q (49802.580000 sec): 3 clusters
  Score: Raw -714322.836635 + Penalty 2862.962784 = -711459.873851
  nChanged 45
		SP:Iteration 68Q (49802.700000 sec): 3 clusters
  Score: Raw -714347.679222 + Penalty 2862.962784 = -711484.716438
  nChanged 50
		SP:Iteration 69Q (49802.820000 sec): 3 clusters
  Score: Raw -714375.981378 + Penalty 2862.962784 = -711513.018594
  nChanged 61
		SP:Iteration 70Q (49802.940000 sec): 3 clusters
  Score: Raw -714415.562289 + Penalty 2862.962784 = -711552.599505
  nChanged 81
		SP:Iteration 71Q (49803.050000 sec): 3 clusters
  Score: Raw -714469.007451 + Penalty 2862.962784 = -711606.044667
  nChanged 76
		SP:Iteration 72Q (49803.170000 sec): 3 clusters
  Score: Raw -714513.824132 + Penalty 2862.962784 = -711650.861348
  nChanged 55
		SP:Iteration 73Q (49803.290000 sec): 3 clusters
  Score: Raw -714535.117091 + Penalty 2862.962784 = -711672.154307
  nChanged 38
		SP:Iteration 74Q (49803.410000 sec): 3 clusters
  Score: Raw -714543.344954 + Penalty 2862.962784 = -711680.382170
  nChanged 19
		SP:Iteration 75Q (49803.520000 sec): 3 clusters
  Score: Raw -714546.565895 + Penalty 2862.962784 = -711683.603111
  nChanged 10
		SP:Iteration 76Q (49803.640000 sec): 3 clusters
  Score: Raw -714548.348833 + Penalty 2862.962784 = -711685.386049
  nChanged 8
		SP:Iteration 77Q (49803.760000 sec): 3 clusters
  Score: Raw -714549.721114 + Penalty 2862.962784 = -711686.758330
  nChanged 5
		SP:Iteration 78Q (49803.880000 sec): 3 clusters
  Score: Raw -714550.692072 + Penalty 2862.962784 = -711687.729288
  nChanged 5
		SP:Iteration 79Q (49804.000000 sec): 3 clusters
  Score: Raw -714551.355182 + Penalty 2862.962784 = -711688.392399
  nChanged 3
		SP:Iteration 80F (49804.120000 sec): 3 clusters
  Score: Raw -714551.773121 + Penalty 2862.962784 = -711688.810337
  nChanged 1
		SP:Iteration 81Q (49804.240000 sec): 3 clusters
  Score: Raw -714551.835634 + Penalty 2862.962784 = -711688.872850
  nChanged 0
		SP:Iteration 82F (49804.360000 sec): 3 clusters
  Score: Raw -714551.835634 + Penalty 2862.962784 = -711688.872850
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 84 (5335 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49804.450000 sec): 2 clusters
  Score: Raw -606477.333490 + Penalty 1394.582177 = -605082.751313
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49804.550000 sec): 3 clusters
  Score: Raw -603685.160915 + Penalty 2789.164353 = -600895.996561
  nChanged 2150
		SP:Iteration 1F (49804.640000 sec): 3 clusters
  Score: Raw -604827.253080 + Penalty 2789.164353 = -602038.088727
  nChanged 398
		SP:Iteration 2F (49804.740000 sec): 3 clusters
  Score: Raw -605037.744225 + Penalty 2789.164353 = -602248.579872
  nChanged 309
		SP:Iteration 3F (49804.830000 sec): 3 clusters
  Score: Raw -605204.587970 + Penalty 2789.164353 = -602415.423617
  nChanged 244
		SP:Iteration 4Q (49804.920000 sec): 3 clusters
  Score: Raw -605343.276072 + Penalty 2789.164353 = -602554.111719
  nChanged 212
		SP:Iteration 5Q (49805.010000 sec): 3 clusters
  Score: Raw -605444.534254 + Penalty 2789.164353 = -602655.369900
  nChanged 180
		SP:Iteration 6Q (49805.100000 sec): 3 clusters
  Score: Raw -605525.246892 + Penalty 2789.164353 = -602736.082539
  nChanged 160
		SP:Iteration 7Q (49805.200000 sec): 3 clusters
  Score: Raw -605589.781013 + Penalty 2789.164353 = -602800.616660
  nChanged 151
		SP:Iteration 8Q (49805.290000 sec): 3 clusters
  Score: Raw -605658.495580 + Penalty 2789.164353 = -602869.331227
  nChanged 141
		SP:Iteration 9Q (49805.380000 sec): 3 clusters
  Score: Raw -605726.954750 + Penalty 2789.164353 = -602937.790396
  nChanged 147
		SP:Iteration 10Q (49805.480000 sec): 3 clusters
  Score: Raw -605797.144192 + Penalty 2789.164353 = -603007.979839
  nChanged 147
		SP:Iteration 11Q (49805.570000 sec): 3 clusters
  Score: Raw -605879.006188 + Penalty 2789.164353 = -603089.841835
  nChanged 142
		SP:Iteration 12Q (49805.660000 sec): 3 clusters
  Score: Raw -605948.251294 + Penalty 2789.164353 = -603159.086941
  nChanged 116
		SP:Iteration 13Q (49805.750000 sec): 3 clusters
  Score: Raw -606001.017791 + Penalty 2789.164353 = -603211.853437
  nChanged 114
		SP:Iteration 14Q (49805.840000 sec): 3 clusters
  Score: Raw -606055.175305 + Penalty 2789.164353 = -603266.010952
  nChanged 107
		SP:Iteration 15Q (49805.930000 sec): 3 clusters
  Score: Raw -606114.463283 + Penalty 2789.164353 = -603325.298930
  nChanged 104
		SP:Iteration 16Q (49806.020000 sec): 3 clusters
  Score: Raw -606169.183062 + Penalty 2789.164353 = -603380.018709
  nChanged 105
		SP:Iteration 17Q (49806.110000 sec): 3 clusters
  Score: Raw -606229.662715 + Penalty 2789.164353 = -603440.498361
  nChanged 96
		SP:Iteration 18Q (49806.200000 sec): 3 clusters
  Score: Raw -606277.926013 + Penalty 2789.164353 = -603488.761660
  nChanged 85
		SP:Iteration 19Q (49806.290000 sec): 3 clusters
  Score: Raw -606322.012302 + Penalty 2789.164353 = -603532.847949
  nChanged 80
		SP:Iteration 20F (49806.390000 sec): 3 clusters
  Score: Raw -606366.997600 + Penalty 2789.164353 = -603577.833247
  nChanged 86
		SP:Iteration 21Q (49806.480000 sec): 3 clusters
  Score: Raw -606422.796891 + Penalty 2789.164353 = -603633.632538
  nChanged 72
		SP:Iteration 22Q (49806.570000 sec): 3 clusters
  Score: Raw -606480.857156 + Penalty 2789.164353 = -603691.692803
  nChanged 76
		SP:Iteration 23Q (49806.660000 sec): 3 clusters
  Score: Raw -606540.050063 + Penalty 2789.164353 = -603750.885710
  nChanged 62
		SP:Iteration 24Q (49806.750000 sec): 3 clusters
  Score: Raw -606586.232488 + Penalty 2789.164353 = -603797.068135
  nChanged 61
		SP:Iteration 25Q (49806.840000 sec): 3 clusters
  Score: Raw -606623.377078 + Penalty 2789.164353 = -603834.212724
  nChanged 51
		SP:Iteration 26Q (49806.930000 sec): 3 clusters
  Score: Raw -606649.208415 + Penalty 2789.164353 = -603860.044062
  nChanged 36
		SP:Iteration 27Q (49807.010000 sec): 3 clusters
  Score: Raw -606670.582819 + Penalty 2789.164353 = -603881.418466
  nChanged 33
		SP:Iteration 28Q (49807.100000 sec): 3 clusters
  Score: Raw -606691.521392 + Penalty 2789.164353 = -603902.357038
  nChanged 31
		SP:Iteration 29Q (49807.190000 sec): 3 clusters
  Score: Raw -606705.413946 + Penalty 2789.164353 = -603916.249593
  nChanged 25
		SP:Iteration 30Q (49807.280000 sec): 3 clusters
  Score: Raw -606718.727283 + Penalty 2789.164353 = -603929.562930
  nChanged 23
		SP:Iteration 31Q (49807.370000 sec): 3 clusters
  Score: Raw -606733.657716 + Penalty 2789.164353 = -603944.493363
  nChanged 28
		SP:Iteration 32Q (49807.460000 sec): 3 clusters
  Score: Raw -606749.354984 + Penalty 2789.164353 = -603960.190631
  nChanged 33
		SP:Iteration 33Q (49807.550000 sec): 3 clusters
  Score: Raw -606768.641518 + Penalty 2789.164353 = -603979.477165
  nChanged 33
		SP:Iteration 34Q (49807.630000 sec): 3 clusters
  Score: Raw -606788.551576 + Penalty 2789.164353 = -603999.387223
  nChanged 26
		SP:Iteration 35Q (49807.720000 sec): 3 clusters
  Score: Raw -606800.865550 + Penalty 2789.164353 = -604011.701197
  nChanged 23
		SP:Iteration 36Q (49807.810000 sec): 3 clusters
  Score: Raw -606810.300122 + Penalty 2789.164353 = -604021.135768
  nChanged 21
		SP:Iteration 37Q (49807.900000 sec): 3 clusters
  Score: Raw -606818.874086 + Penalty 2789.164353 = -604029.709733
  nChanged 17
		SP:Iteration 38Q (49807.990000 sec): 3 clusters
  Score: Raw -606826.918676 + Penalty 2789.164353 = -604037.754323
  nChanged 12
		SP:Iteration 39Q (49808.070000 sec): 3 clusters
  Score: Raw -606831.744393 + Penalty 2789.164353 = -604042.580040
  nChanged 16
		SP:Iteration 40F (49808.170000 sec): 3 clusters
  Score: Raw -606841.301434 + Penalty 2789.164353 = -604052.137081
  nChanged 22
		SP:Iteration 41Q (49808.250000 sec): 3 clusters
  Score: Raw -606852.845900 + Penalty 2789.164353 = -604063.681547
  nChanged 20
		SP:Iteration 42Q (49808.340000 sec): 3 clusters
  Score: Raw -606864.032448 + Penalty 2789.164353 = -604074.868095
  nChanged 20
		SP:Iteration 43Q (49808.430000 sec): 3 clusters
  Score: Raw -606870.797105 + Penalty 2789.164353 = -604081.632752
  nChanged 15
		SP:Iteration 44Q (49808.510000 sec): 3 clusters
  Score: Raw -606875.940292 + Penalty 2789.164353 = -604086.775939
  nChanged 12
		SP:Iteration 45Q (49808.600000 sec): 3 clusters
  Score: Raw -606881.047191 + Penalty 2789.164353 = -604091.882838
  nChanged 10
		SP:Iteration 46Q (49808.690000 sec): 3 clusters
  Score: Raw -606885.024803 + Penalty 2789.164353 = -604095.860450
  nChanged 12
		SP:Iteration 47Q (49808.780000 sec): 3 clusters
  Score: Raw -606890.280978 + Penalty 2789.164353 = -604101.116625
  nChanged 8
		SP:Iteration 48Q (49808.870000 sec): 3 clusters
  Score: Raw -606893.189632 + Penalty 2789.164353 = -604104.025278
  nChanged 6
		SP:Iteration 49Q (49808.950000 sec): 3 clusters
  Score: Raw -606895.785041 + Penalty 2789.164353 = -604106.620687
  nChanged 7
		SP:Iteration 50Q (49809.040000 sec): 3 clusters
  Score: Raw -606899.236792 + Penalty 2789.164353 = -604110.072439
  nChanged 9
		SP:Iteration 51Q (49809.130000 sec): 3 clusters
  Score: Raw -606902.866902 + Penalty 2789.164353 = -604113.702549
  nChanged 8
		SP:Iteration 52Q (49809.220000 sec): 3 clusters
  Score: Raw -606906.278213 + Penalty 2789.164353 = -604117.113860
  nChanged 11
		SP:Iteration 53Q (49809.310000 sec): 3 clusters
  Score: Raw -606912.781127 + Penalty 2789.164353 = -604123.616774
  nChanged 15
		SP:Iteration 54Q (49809.400000 sec): 3 clusters
  Score: Raw -606920.534810 + Penalty 2789.164353 = -604131.370456
  nChanged 13
		SP:Iteration 55Q (49809.490000 sec): 3 clusters
  Score: Raw -606926.553430 + Penalty 2789.164353 = -604137.389077
  nChanged 11
		SP:Iteration 56Q (49809.570000 sec): 3 clusters
  Score: Raw -606930.602846 + Penalty 2789.164353 = -604141.438493
  nChanged 9
		SP:Iteration 57Q (49809.660000 sec): 3 clusters
  Score: Raw -606933.826933 + Penalty 2789.164353 = -604144.662580
  nChanged 6
		SP:Iteration 58Q (49809.750000 sec): 3 clusters
  Score: Raw -606936.038749 + Penalty 2789.164353 = -604146.874395
  nChanged 6
		SP:Iteration 59Q (49809.840000 sec): 3 clusters
  Score: Raw -606938.485418 + Penalty 2789.164353 = -604149.321065
  nChanged 5
		SP:Iteration 60F (49809.930000 sec): 3 clusters
  Score: Raw -606940.702320 + Penalty 2789.164353 = -604151.537966
  nChanged 12
		SP:Iteration 61Q (49810.020000 sec): 3 clusters
  Score: Raw -606944.140175 + Penalty 2789.164353 = -604154.975822
  nChanged 9
		SP:Iteration 62Q (49810.100000 sec): 3 clusters
  Score: Raw -606947.998918 + Penalty 2789.164353 = -604158.834565
  nChanged 10
		SP:Iteration 63Q (49810.190000 sec): 3 clusters
  Score: Raw -606952.872400 + Penalty 2789.164353 = -604163.708047
  nChanged 9
		SP:Iteration 64Q (49810.280000 sec): 3 clusters
  Score: Raw -606956.378762 + Penalty 2789.164353 = -604167.214409
  nChanged 6
		SP:Iteration 65Q (49810.360000 sec): 3 clusters
  Score: Raw -606957.744408 + Penalty 2789.164353 = -604168.580055
  nChanged 8
		SP:Iteration 66Q (49810.450000 sec): 3 clusters
  Score: Raw -606960.028435 + Penalty 2789.164353 = -604170.864082
  nChanged 6
		SP:Iteration 67Q (49810.540000 sec): 3 clusters
  Score: Raw -606962.172543 + Penalty 2789.164353 = -604173.008189
  nChanged 6
		SP:Iteration 68Q (49810.630000 sec): 3 clusters
  Score: Raw -606964.445654 + Penalty 2789.164353 = -604175.281301
  nChanged 2
		SP:Iteration 69Q (49810.720000 sec): 3 clusters
  Score: Raw -606965.826989 + Penalty 2789.164353 = -604176.662636
  nChanged 3
		SP:Iteration 70Q (49810.800000 sec): 3 clusters
  Score: Raw -606967.151114 + Penalty 2789.164353 = -604177.986760
  nChanged 3
		SP:Iteration 71Q (49810.890000 sec): 3 clusters
  Score: Raw -606968.056953 + Penalty 2789.164353 = -604178.892600
  nChanged 3
		SP:Iteration 72Q (49810.980000 sec): 3 clusters
  Score: Raw -606969.280822 + Penalty 2789.164353 = -604180.116468
  nChanged 2
		SP:Iteration 73Q (49811.060000 sec): 3 clusters
  Score: Raw -606969.802114 + Penalty 2789.164353 = -604180.637761
  nChanged 0
		SP:Iteration 74F (49811.160000 sec): 3 clusters
  Score: Raw -606969.802114 + Penalty 2789.164353 = -604180.637761
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 85 (1512 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49811.220000 sec): 2 clusters
  Score: Raw -175200.597323 + Penalty 1189.693140 = -174010.904183
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49811.250000 sec): 3 clusters
  Score: Raw -174607.545238 + Penalty 2379.386281 = -172228.158957
  nChanged 492
		SP:Iteration 1F (49811.280000 sec): 3 clusters
  Score: Raw -174984.569199 + Penalty 2379.386281 = -172605.182918
  nChanged 128
		SP:Iteration 2F (49811.300000 sec): 3 clusters
  Score: Raw -175135.725704 + Penalty 2379.386281 = -172756.339424
  nChanged 88
		SP:Iteration 3F (49811.340000 sec): 3 clusters
  Score: Raw -175249.995978 + Penalty 2379.386281 = -172870.609697
  nChanged 72
		SP:Iteration 4Q (49811.360000 sec): 3 clusters
  Score: Raw -175310.235320 + Penalty 2379.386281 = -172930.849039
  nChanged 42
		SP:Iteration 5Q (49811.390000 sec): 3 clusters
  Score: Raw -175338.747349 + Penalty 2379.386281 = -172959.361068
  nChanged 30
		SP:Iteration 6Q (49811.420000 sec): 3 clusters
  Score: Raw -175364.529880 + Penalty 2379.386281 = -172985.143599
  nChanged 22
		SP:Iteration 7Q (49811.450000 sec): 3 clusters
  Score: Raw -175375.157507 + Penalty 2379.386281 = -172995.771226
  nChanged 18
		SP:Iteration 8Q (49811.480000 sec): 3 clusters
  Score: Raw -175381.998245 + Penalty 2379.386281 = -173002.611964
  nChanged 2
		SP:Iteration 9Q (49811.500000 sec): 3 clusters
  Score: Raw -175383.108359 + Penalty 2379.386281 = -173003.722078
  nChanged 5
		SP:Iteration 10Q (49811.530000 sec): 3 clusters
  Score: Raw -175387.714473 + Penalty 2379.386281 = -173008.328192
  nChanged 7
		SP:Iteration 11Q (49811.560000 sec): 3 clusters
  Score: Raw -175393.479538 + Penalty 2379.386281 = -173014.093257
  nChanged 7
		SP:Iteration 12Q (49811.590000 sec): 3 clusters
  Score: Raw -175400.033849 + Penalty 2379.386281 = -173020.647569
  nChanged 10
		SP:Iteration 13Q (49811.620000 sec): 3 clusters
  Score: Raw -175404.525607 + Penalty 2379.386281 = -173025.139326
  nChanged 5
		SP:Iteration 14Q (49811.640000 sec): 3 clusters
  Score: Raw -175406.963301 + Penalty 2379.386281 = -173027.577020
  nChanged 5
		SP:Iteration 15Q (49811.670000 sec): 3 clusters
  Score: Raw -175408.409694 + Penalty 2379.386281 = -173029.023413
  nChanged 4
		SP:Iteration 16Q (49811.700000 sec): 3 clusters
  Score: Raw -175413.968510 + Penalty 2379.386281 = -173034.582229
  nChanged 6
		SP:Iteration 17Q (49811.730000 sec): 3 clusters
  Score: Raw -175417.415648 + Penalty 2379.386281 = -173038.029367
  nChanged 7
		SP:Iteration 18Q (49811.760000 sec): 3 clusters
  Score: Raw -175421.441927 + Penalty 2379.386281 = -173042.055646
  nChanged 7
		SP:Iteration 19Q (49811.780000 sec): 3 clusters
  Score: Raw -175424.077777 + Penalty 2379.386281 = -173044.691496
  nChanged 5
		SP:Iteration 20F (49811.810000 sec): 3 clusters
  Score: Raw -175428.288135 + Penalty 2379.386281 = -173048.901854
  nChanged 5
		SP:Iteration 21Q (49811.840000 sec): 3 clusters
  Score: Raw -175431.227573 + Penalty 2379.386281 = -173051.841292
  nChanged 1
		SP:Iteration 22Q (49811.870000 sec): 3 clusters
  Score: Raw -175431.577165 + Penalty 2379.386281 = -173052.190884
  nChanged 0
		SP:Iteration 23F (49811.900000 sec): 3 clusters
  Score: Raw -175431.577165 + Penalty 2379.386281 = -173052.190884
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 86 (710 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49811.950000 sec): 2 clusters
  Score: Raw -80885.074213 + Penalty 1066.855558 = -79818.218655
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49811.970000 sec): 3 clusters
  Score: Raw -80701.245271 + Penalty 2133.711115 = -78567.534156
  nChanged 180
		SP:Iteration 1F (49811.980000 sec): 3 clusters
  Score: Raw -80913.233886 + Penalty 2133.711115 = -78779.522771
  nChanged 56
		SP:Iteration 2F (49812.000000 sec): 3 clusters
  Score: Raw -80990.676148 + Penalty 2133.711115 = -78856.965032
  nChanged 19
		SP:Iteration 3Q (49812.010000 sec): 3 clusters
  Score: Raw -81015.487370 + Penalty 2133.711115 = -78881.776255
  nChanged 16
		SP:Iteration 4Q (49812.020000 sec): 3 clusters
  Score: Raw -81031.738857 + Penalty 2133.711115 = -78898.027742
  nChanged 10
		SP:Iteration 5Q (49812.040000 sec): 3 clusters
  Score: Raw -81042.964149 + Penalty 2133.711115 = -78909.253034
  nChanged 3
		SP:Iteration 6Q (49812.050000 sec): 3 clusters
  Score: Raw -81047.229613 + Penalty 2133.711115 = -78913.518497
  nChanged 4
		SP:Iteration 7Q (49812.060000 sec): 3 clusters
  Score: Raw -81052.848643 + Penalty 2133.711115 = -78919.137527
  nChanged 3
		SP:Iteration 8Q (49812.080000 sec): 3 clusters
  Score: Raw -81057.437829 + Penalty 2133.711115 = -78923.726714
  nChanged 4
		SP:Iteration 9Q (49812.090000 sec): 3 clusters
  Score: Raw -81061.992719 + Penalty 2133.711115 = -78928.281604
  nChanged 7
		SP:Iteration 10Q (49812.110000 sec): 3 clusters
  Score: Raw -81069.741197 + Penalty 2133.711115 = -78936.030081
  nChanged 3
		SP:Iteration 11Q (49812.120000 sec): 3 clusters
  Score: Raw -81075.904877 + Penalty 2133.711115 = -78942.193761
  nChanged 5
		SP:Iteration 12Q (49812.130000 sec): 3 clusters
  Score: Raw -81083.539046 + Penalty 2133.711115 = -78949.827930
  nChanged 5
		SP:Iteration 13Q (49812.150000 sec): 3 clusters
  Score: Raw -81091.633073 + Penalty 2133.711115 = -78957.921957
  nChanged 5
		SP:Iteration 14Q (49812.160000 sec): 3 clusters
  Score: Raw -81101.013805 + Penalty 2133.711115 = -78967.302690
  nChanged 5
		SP:Iteration 15Q (49812.180000 sec): 3 clusters
  Score: Raw -81108.520178 + Penalty 2133.711115 = -78974.809063
  nChanged 4
		SP:Iteration 16Q (49812.190000 sec): 3 clusters
  Score: Raw -81115.543511 + Penalty 2133.711115 = -78981.832396
  nChanged 2
		SP:Iteration 17Q (49812.200000 sec): 3 clusters
  Score: Raw -81118.374040 + Penalty 2133.711115 = -78984.662925
  nChanged 2
		SP:Iteration 18Q (49812.220000 sec): 3 clusters
  Score: Raw -81119.914498 + Penalty 2133.711115 = -78986.203383
  nChanged 0
		SP:Iteration 19F (49812.230000 sec): 3 clusters
  Score: Raw -81119.914498 + Penalty 2133.711115 = -78986.203383
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 87 (297 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49812.280000 sec): 2 clusters
  Score: Raw -29517.057870 + Penalty 925.231473 = -28591.826398
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49812.280000 sec): 3 clusters
  Score: Raw -29655.091213 + Penalty 1850.462945 = -27804.628268
  nChanged 62
		SP:Iteration 1F (49812.290000 sec): 3 clusters
  Score: Raw -29868.967384 + Penalty 1850.462945 = -28018.504439
  nChanged 27
		SP:Iteration 2F (49812.300000 sec): 3 clusters
  Score: Raw -29998.392509 + Penalty 1850.462945 = -28147.929564
  nChanged 13
		SP:Iteration 3Q (49812.300000 sec): 3 clusters
  Score: Raw -30134.246895 + Penalty 1850.462945 = -28283.783950
  nChanged 16
		SP:Iteration 4F (49812.310000 sec): 3 clusters
  Score: Raw -30214.048775 + Penalty 1850.462945 = -28363.585829
  nChanged 13
		SP:Iteration 5Q (49812.320000 sec): 3 clusters
  Score: Raw -30287.446121 + Penalty 1850.462945 = -28436.983175
  nChanged 12
		SP:Iteration 6Q (49812.320000 sec): 3 clusters
  Score: Raw -30324.936738 + Penalty 1850.462945 = -28474.473793
  nChanged 4
		SP:Iteration 7Q (49812.330000 sec): 3 clusters
  Score: Raw -30345.419870 + Penalty 1850.462945 = -28494.956925
  nChanged 3
		SP:Iteration 8Q (49812.340000 sec): 3 clusters
  Score: Raw -30359.474605 + Penalty 1850.462945 = -28509.011660
  nChanged 0
		SP:Iteration 9F (49812.340000 sec): 3 clusters
  Score: Raw -30359.474605 + Penalty 1850.462945 = -28509.011660
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 88 (3355 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49812.420000 sec): 2 clusters
  Score: Raw -416908.972585 + Penalty 1319.208646 = -415589.763940
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49812.490000 sec): 3 clusters
  Score: Raw -415262.071303 + Penalty 2638.417291 = -412623.654012
  nChanged 1246
		SP:Iteration 1F (49812.560000 sec): 3 clusters
  Score: Raw -415953.155033 + Penalty 2638.417291 = -413314.737742
  nChanged 230
		SP:Iteration 2F (49812.620000 sec): 3 clusters
  Score: Raw -416091.960002 + Penalty 2638.417291 = -413453.542711
  nChanged 177
		SP:Iteration 3F (49812.690000 sec): 3 clusters
  Score: Raw -416197.848842 + Penalty 2638.417291 = -413559.431551
  nChanged 153
		SP:Iteration 4Q (49812.750000 sec): 3 clusters
  Score: Raw -416287.707676 + Penalty 2638.417291 = -413649.290385
  nChanged 129
		SP:Iteration 5Q (49812.820000 sec): 3 clusters
  Score: Raw -416362.171314 + Penalty 2638.417291 = -413723.754023
  nChanged 119
		SP:Iteration 6Q (49812.880000 sec): 3 clusters
  Score: Raw -416436.171058 + Penalty 2638.417291 = -413797.753766
  nChanged 128
		SP:Iteration 7Q (49812.940000 sec): 3 clusters
  Score: Raw -416516.812663 + Penalty 2638.417291 = -413878.395372
  nChanged 104
		SP:Iteration 8Q (49813.010000 sec): 3 clusters
  Score: Raw -416582.632348 + Penalty 2638.417291 = -413944.215057
  nChanged 107
		SP:Iteration 9Q (49813.070000 sec): 3 clusters
  Score: Raw -416653.383112 + Penalty 2638.417291 = -414014.965821
  nChanged 104
		SP:Iteration 10Q (49813.130000 sec): 3 clusters
  Score: Raw -416722.736712 + Penalty 2638.417291 = -414084.319421
  nChanged 89
		SP:Iteration 11Q (49813.200000 sec): 3 clusters
  Score: Raw -416777.726706 + Penalty 2638.417291 = -414139.309415
  nChanged 63
		SP:Iteration 12Q (49813.260000 sec): 3 clusters
  Score: Raw -416819.988947 + Penalty 2638.417291 = -414181.571656
  nChanged 57
		SP:Iteration 13Q (49813.320000 sec): 3 clusters
  Score: Raw -416856.925838 + Penalty 2638.417291 = -414218.508547
  nChanged 52
		SP:Iteration 14Q (49813.380000 sec): 3 clusters
  Score: Raw -416892.192261 + Penalty 2638.417291 = -414253.774970
  nChanged 49
		SP:Iteration 15Q (49813.440000 sec): 3 clusters
  Score: Raw -416932.772029 + Penalty 2638.417291 = -414294.354738
  nChanged 51
		SP:Iteration 16Q (49813.510000 sec): 3 clusters
  Score: Raw -416974.015511 + Penalty 2638.417291 = -414335.598220
  nChanged 41
		SP:Iteration 17Q (49813.570000 sec): 3 clusters
  Score: Raw -417004.209311 + Penalty 2638.417291 = -414365.792020
  nChanged 24
		SP:Iteration 18Q (49813.630000 sec): 3 clusters
  Score: Raw -417021.080201 + Penalty 2638.417291 = -414382.662910
  nChanged 16
		SP:Iteration 19Q (49813.700000 sec): 3 clusters
  Score: Raw -417032.896530 + Penalty 2638.417291 = -414394.479239
  nChanged 17
		SP:Iteration 20F (49813.760000 sec): 3 clusters
  Score: Raw -417048.045894 + Penalty 2638.417291 = -414409.628603
  nChanged 14
		SP:Iteration 21Q (49813.820000 sec): 3 clusters
  Score: Raw -417057.316726 + Penalty 2638.417291 = -414418.899435
  nChanged 6
		SP:Iteration 22Q (49813.880000 sec): 3 clusters
  Score: Raw -417061.821223 + Penalty 2638.417291 = -414423.403932
  nChanged 5
		SP:Iteration 23Q (49813.940000 sec): 3 clusters
  Score: Raw -417063.505162 + Penalty 2638.417291 = -414425.087871
  nChanged 1
		SP:Iteration 24Q (49814.010000 sec): 3 clusters
  Score: Raw -417064.305124 + Penalty 2638.417291 = -414425.887833
  nChanged 1
		SP:Iteration 25Q (49814.070000 sec): 3 clusters
  Score: Raw -417064.818490 + Penalty 2638.417291 = -414426.401199
  nChanged 1
		SP:Iteration 26Q (49814.130000 sec): 3 clusters
  Score: Raw -417065.028513 + Penalty 2638.417291 = -414426.611222
  nChanged 0
		SP:Iteration 27F (49814.200000 sec): 3 clusters
  Score: Raw -417065.028513 + Penalty 2638.417291 = -414426.611222
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 89 (347 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49814.250000 sec): 2 clusters
  Score: Raw -34071.826769 + Penalty 950.515277 = -33121.311492
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49814.260000 sec): 3 clusters
  Score: Raw -34119.308884 + Penalty 1901.030553 = -32218.278330
  nChanged 70
		SP:Iteration 1F (49814.270000 sec): 3 clusters
  Score: Raw -34314.975066 + Penalty 1901.030553 = -32413.944512
  nChanged 19
		SP:Iteration 2F (49814.280000 sec): 3 clusters
  Score: Raw -34379.911218 + Penalty 1901.030553 = -32478.880665
  nChanged 8
		SP:Iteration 3Q (49814.280000 sec): 3 clusters
  Score: Raw -34410.321117 + Penalty 1901.030553 = -32509.290564
  nChanged 10
		SP:Iteration 4Q (49814.290000 sec): 3 clusters
  Score: Raw -34430.524897 + Penalty 1901.030553 = -32529.494343
  nChanged 7
		SP:Iteration 5Q (49814.300000 sec): 3 clusters
  Score: Raw -34446.343535 + Penalty 1901.030553 = -32545.312981
  nChanged 9
		SP:Iteration 6Q (49814.310000 sec): 3 clusters
  Score: Raw -34466.236969 + Penalty 1901.030553 = -32565.206416
  nChanged 4
		SP:Iteration 7Q (49814.320000 sec): 3 clusters
  Score: Raw -34477.674031 + Penalty 1901.030553 = -32576.643477
  nChanged 3
		SP:Iteration 8Q (49814.320000 sec): 3 clusters
  Score: Raw -34483.033678 + Penalty 1901.030553 = -32582.003124
  nChanged 2
		SP:Iteration 9Q (49814.330000 sec): 3 clusters
  Score: Raw -34485.652925 + Penalty 1901.030553 = -32584.622371
  nChanged 2
		SP:Iteration 10Q (49814.340000 sec): 3 clusters
  Score: Raw -34487.294853 + Penalty 1901.030553 = -32586.264299
  nChanged 0
		SP:Iteration 11F (49814.350000 sec): 3 clusters
  Score: Raw -34487.294853 + Penalty 1901.030553 = -32586.264299
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 90 (2356 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49814.420000 sec): 2 clusters
  Score: Raw -268907.446162 + Penalty 1261.767089 = -267645.679073
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49814.460000 sec): 3 clusters
  Score: Raw -267913.865753 + Penalty 2523.534177 = -265390.331576
  nChanged 838
		SP:Iteration 1F (49814.500000 sec): 3 clusters
  Score: Raw -268450.090909 + Penalty 2523.534177 = -265926.556732
  nChanged 198
		SP:Iteration 2F (49814.550000 sec): 3 clusters
  Score: Raw -268614.227479 + Penalty 2523.534177 = -266090.693302
  nChanged 120
		SP:Iteration 3F (49814.590000 sec): 3 clusters
  Score: Raw -268705.010734 + Penalty 2523.534177 = -266181.476557
  nChanged 97
		SP:Iteration 4Q (49814.630000 sec): 3 clusters
  Score: Raw -268786.471072 + Penalty 2523.534177 = -266262.936895
  nChanged 83
		SP:Iteration 5Q (49814.680000 sec): 3 clusters
  Score: Raw -268867.292250 + Penalty 2523.534177 = -266343.758073
  nChanged 81
		SP:Iteration 6Q (49814.720000 sec): 3 clusters
  Score: Raw -268942.811176 + Penalty 2523.534177 = -266419.276998
  nChanged 78
		SP:Iteration 7Q (49814.760000 sec): 3 clusters
  Score: Raw -269006.687417 + Penalty 2523.534177 = -266483.153240
  nChanged 79
		SP:Iteration 8Q (49814.800000 sec): 3 clusters
  Score: Raw -269071.221903 + Penalty 2523.534177 = -266547.687726
  nChanged 88
		SP:Iteration 9Q (49814.850000 sec): 3 clusters
  Score: Raw -269163.526132 + Penalty 2523.534177 = -266639.991955
  nChanged 101
		SP:Iteration 10Q (49814.900000 sec): 3 clusters
  Score: Raw -269270.351822 + Penalty 2523.534177 = -266746.817645
  nChanged 106
		SP:Iteration 11Q (49814.940000 sec): 3 clusters
  Score: Raw -269368.792169 + Penalty 2523.534177 = -266845.257992
  nChanged 79
		SP:Iteration 12Q (49814.980000 sec): 3 clusters
  Score: Raw -269469.795033 + Penalty 2523.534177 = -266946.260856
  nChanged 82
		SP:Iteration 13Q (49815.020000 sec): 3 clusters
  Score: Raw -269572.494527 + Penalty 2523.534177 = -267048.960350
  nChanged 63
		SP:Iteration 14Q (49815.060000 sec): 3 clusters
  Score: Raw -269651.256024 + Penalty 2523.534177 = -267127.721847
  nChanged 45
		SP:Iteration 15Q (49815.100000 sec): 3 clusters
  Score: Raw -269687.918939 + Penalty 2523.534177 = -267164.384762
  nChanged 35
		SP:Iteration 16Q (49815.150000 sec): 3 clusters
  Score: Raw -269709.996820 + Penalty 2523.534177 = -267186.462643
  nChanged 33
		SP:Iteration 17Q (49815.190000 sec): 3 clusters
  Score: Raw -269731.053425 + Penalty 2523.534177 = -267207.519248
  nChanged 26
		SP:Iteration 18Q (49815.230000 sec): 3 clusters
  Score: Raw -269749.594739 + Penalty 2523.534177 = -267226.060562
  nChanged 25
		SP:Iteration 19Q (49815.270000 sec): 3 clusters
  Score: Raw -269768.824786 + Penalty 2523.534177 = -267245.290609
  nChanged 22
		SP:Iteration 20F (49815.320000 sec): 3 clusters
  Score: Raw -269778.806749 + Penalty 2523.534177 = -267255.272572
  nChanged 14
		SP:Iteration 21Q (49815.360000 sec): 3 clusters
  Score: Raw -269787.951482 + Penalty 2523.534177 = -267264.417305
  nChanged 12
		SP:Iteration 22Q (49815.400000 sec): 3 clusters
  Score: Raw -269795.535778 + Penalty 2523.534177 = -267272.001601
  nChanged 14
		SP:Iteration 23Q (49815.440000 sec): 3 clusters
  Score: Raw -269807.461643 + Penalty 2523.534177 = -267283.927466
  nChanged 14
		SP:Iteration 24Q (49815.480000 sec): 3 clusters
  Score: Raw -269814.085308 + Penalty 2523.534177 = -267290.551131
  nChanged 10
		SP:Iteration 25Q (49815.520000 sec): 3 clusters
  Score: Raw -269818.502240 + Penalty 2523.534177 = -267294.968063
  nChanged 7
		SP:Iteration 26Q (49815.570000 sec): 3 clusters
  Score: Raw -269823.300057 + Penalty 2523.534177 = -267299.765880
  nChanged 10
		SP:Iteration 27Q (49815.610000 sec): 3 clusters
  Score: Raw -269828.610330 + Penalty 2523.534177 = -267305.076153
  nChanged 4
		SP:Iteration 28Q (49815.650000 sec): 3 clusters
  Score: Raw -269830.688725 + Penalty 2523.534177 = -267307.154548
  nChanged 1
		SP:Iteration 29Q (49815.690000 sec): 3 clusters
  Score: Raw -269830.983637 + Penalty 2523.534177 = -267307.449460
  nChanged 0
		SP:Iteration 30F (49815.740000 sec): 3 clusters
  Score: Raw -269830.983637 + Penalty 2523.534177 = -267307.449460
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 91 (10566 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49815.860000 sec): 2 clusters
  Score: Raw -1224393.487178 + Penalty 1505.626944 = -1222887.860234
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49816.030000 sec): 3 clusters
  Score: Raw -1218420.089217 + Penalty 3011.253888 = -1215408.835330
  nChanged 4587
		SP:Iteration 1F (49816.170000 sec): 3 clusters
  Score: Raw -1221444.840578 + Penalty 3011.253888 = -1218433.586690
  nChanged 892
		SP:Iteration 2F (49816.340000 sec): 3 clusters
  Score: Raw -1222139.917807 + Penalty 3011.253888 = -1219128.663919
  nChanged 845
		SP:Iteration 3F (49816.490000 sec): 3 clusters
  Score: Raw -1222807.660086 + Penalty 3011.253888 = -1219796.406199
  nChanged 782
		SP:Iteration 4F (49816.640000 sec): 3 clusters
  Score: Raw -1223349.827783 + Penalty 3011.253888 = -1220338.573895
  nChanged 609
		SP:Iteration 5F (49816.820000 sec): 3 clusters
  Score: Raw -1223740.672619 + Penalty 3011.253888 = -1220729.418731
  nChanged 523
		SP:Iteration 6Q (49816.960000 sec): 3 clusters
  Score: Raw -1224059.681425 + Penalty 3011.253888 = -1221048.427537
  nChanged 438
		SP:Iteration 7Q (49817.110000 sec): 3 clusters
  Score: Raw -1224296.100208 + Penalty 3011.253888 = -1221284.846320
  nChanged 347
		SP:Iteration 8Q (49817.280000 sec): 3 clusters
  Score: Raw -1224484.893436 + Penalty 3011.253888 = -1221473.639548
  nChanged 286
		SP:Iteration 9Q (49817.420000 sec): 3 clusters
  Score: Raw -1224642.997996 + Penalty 3011.253888 = -1221631.744109
  nChanged 272
		SP:Iteration 10Q (49817.570000 sec): 3 clusters
  Score: Raw -1224791.478005 + Penalty 3011.253888 = -1221780.224117
  nChanged 232
		SP:Iteration 11Q (49817.740000 sec): 3 clusters
  Score: Raw -1224891.080117 + Penalty 3011.253888 = -1221879.826230
  nChanged 189
		SP:Iteration 12Q (49817.890000 sec): 3 clusters
  Score: Raw -1224959.924187 + Penalty 3011.253888 = -1221948.670299
  nChanged 160
		SP:Iteration 13Q (49818.030000 sec): 3 clusters
  Score: Raw -1225020.966594 + Penalty 3011.253888 = -1222009.712707
  nChanged 160
		SP:Iteration 14Q (49818.200000 sec): 3 clusters
  Score: Raw -1225078.230754 + Penalty 3011.253888 = -1222066.976866
  nChanged 152
		SP:Iteration 15Q (49818.350000 sec): 3 clusters
  Score: Raw -1225134.674069 + Penalty 3011.253888 = -1222123.420181
  nChanged 142
		SP:Iteration 16Q (49818.490000 sec): 3 clusters
  Score: Raw -1225194.086332 + Penalty 3011.253888 = -1222182.832444
  nChanged 129
		SP:Iteration 17Q (49818.650000 sec): 3 clusters
  Score: Raw -1225247.236108 + Penalty 3011.253888 = -1222235.982220
  nChanged 122
		SP:Iteration 18Q (49818.800000 sec): 3 clusters
  Score: Raw -1225302.867124 + Penalty 3011.253888 = -1222291.613237
  nChanged 109
		SP:Iteration 19Q (49818.940000 sec): 3 clusters
  Score: Raw -1225343.969162 + Penalty 3011.253888 = -1222332.715274
  nChanged 105
		SP:Iteration 20F (49819.110000 sec): 3 clusters
  Score: Raw -1225387.843781 + Penalty 3011.253888 = -1222376.589893
  nChanged 104
		SP:Iteration 21Q (49819.260000 sec): 3 clusters
  Score: Raw -1225430.591652 + Penalty 3011.253888 = -1222419.337764
  nChanged 79
		SP:Iteration 22Q (49819.400000 sec): 3 clusters
  Score: Raw -1225460.025577 + Penalty 3011.253888 = -1222448.771689
  nChanged 69
		SP:Iteration 23Q (49819.570000 sec): 3 clusters
  Score: Raw -1225484.825455 + Penalty 3011.253888 = -1222473.571567
  nChanged 60
		SP:Iteration 24Q (49819.720000 sec): 3 clusters
  Score: Raw -1225507.464900 + Penalty 3011.253888 = -1222496.211012
  nChanged 59
		SP:Iteration 25Q (49819.850000 sec): 3 clusters
  Score: Raw -1225529.047242 + Penalty 3011.253888 = -1222517.793354
  nChanged 59
		SP:Iteration 26Q (49820.020000 sec): 3 clusters
  Score: Raw -1225549.435968 + Penalty 3011.253888 = -1222538.182080
  nChanged 50
		SP:Iteration 27Q (49820.190000 sec): 3 clusters
  Score: Raw -1225562.683807 + Penalty 3011.253888 = -1222551.429920
  nChanged 29
		SP:Iteration 28Q (49820.320000 sec): 3 clusters
  Score: Raw -1225571.862330 + Penalty 3011.253888 = -1222560.608443
  nChanged 20
		SP:Iteration 29Q (49820.470000 sec): 3 clusters
  Score: Raw -1225578.277425 + Penalty 3011.253888 = -1222567.023538
  nChanged 25
		SP:Iteration 30Q (49820.640000 sec): 3 clusters
  Score: Raw -1225584.965683 + Penalty 3011.253888 = -1222573.711795
  nChanged 22
		SP:Iteration 31Q (49820.780000 sec): 3 clusters
  Score: Raw -1225591.620363 + Penalty 3011.253888 = -1222580.366475
  nChanged 19
		SP:Iteration 32Q (49820.920000 sec): 3 clusters
  Score: Raw -1225599.801216 + Penalty 3011.253888 = -1222588.547328
  nChanged 29
		SP:Iteration 33Q (49821.080000 sec): 3 clusters
  Score: Raw -1225610.130897 + Penalty 3011.253888 = -1222598.877009
  nChanged 23
		SP:Iteration 34Q (49821.220000 sec): 3 clusters
  Score: Raw -1225619.207356 + Penalty 3011.253888 = -1222607.953468
  nChanged 26
		SP:Iteration 35Q (49821.360000 sec): 3 clusters
  Score: Raw -1225627.470671 + Penalty 3011.253888 = -1222616.216783
  nChanged 12
		SP:Iteration 36Q (49821.530000 sec): 3 clusters
  Score: Raw -1225632.932303 + Penalty 3011.253888 = -1222621.678415
  nChanged 11
		SP:Iteration 37Q (49821.680000 sec): 3 clusters
  Score: Raw -1225636.164345 + Penalty 3011.253888 = -1222624.910458
  nChanged 15
		SP:Iteration 38Q (49821.810000 sec): 3 clusters
  Score: Raw -1225642.090106 + Penalty 3011.253888 = -1222630.836219
  nChanged 19
		SP:Iteration 39Q (49821.970000 sec): 3 clusters
  Score: Raw -1225651.244598 + Penalty 3011.253888 = -1222639.990710
  nChanged 19
		SP:Iteration 40F (49822.150000 sec): 3 clusters
  Score: Raw -1225659.548738 + Penalty 3011.253888 = -1222648.294850
  nChanged 23
		SP:Iteration 41Q (49822.280000 sec): 3 clusters
  Score: Raw -1225668.389991 + Penalty 3011.253888 = -1222657.136103
  nChanged 21
		SP:Iteration 42Q (49822.430000 sec): 3 clusters
  Score: Raw -1225676.606497 + Penalty 3011.253888 = -1222665.352609
  nChanged 12
		SP:Iteration 43Q (49822.590000 sec): 3 clusters
  Score: Raw -1225680.158500 + Penalty 3011.253888 = -1222668.904612
  nChanged 8
		SP:Iteration 44Q (49822.730000 sec): 3 clusters
  Score: Raw -1225683.052341 + Penalty 3011.253888 = -1222671.798453
  nChanged 13
		SP:Iteration 45Q (49822.870000 sec): 3 clusters
  Score: Raw -1225685.949842 + Penalty 3011.253888 = -1222674.695955
  nChanged 6
		SP:Iteration 46Q (49823.040000 sec): 3 clusters
  Score: Raw -1225687.823540 + Penalty 3011.253888 = -1222676.569653
  nChanged 5
		SP:Iteration 47Q (49823.180000 sec): 3 clusters
  Score: Raw -1225689.450000 + Penalty 3011.253888 = -1222678.196112
  nChanged 7
		SP:Iteration 48Q (49823.310000 sec): 3 clusters
  Score: Raw -1225691.091732 + Penalty 3011.253888 = -1222679.837844
  nChanged 6
		SP:Iteration 49Q (49823.470000 sec): 3 clusters
  Score: Raw -1225692.718852 + Penalty 3011.253888 = -1222681.464965
  nChanged 3
		SP:Iteration 50Q (49823.640000 sec): 3 clusters
  Score: Raw -1225693.285635 + Penalty 3011.253888 = -1222682.031748
  nChanged 0
		SP:Iteration 51F (49823.790000 sec): 3 clusters
  Score: Raw -1225693.285635 + Penalty 3011.253888 = -1222682.031748
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 92 (4350 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49823.870000 sec): 2 clusters
  Score: Raw -509732.074414 + Penalty 1361.413808 = -508370.660607
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49823.980000 sec): 3 clusters
  Score: Raw -507549.898698 + Penalty 2722.827615 = -504827.071083
  nChanged 1693
		SP:Iteration 1F (49824.060000 sec): 3 clusters
  Score: Raw -508450.623290 + Penalty 2722.827615 = -505727.795675
  nChanged 298
		SP:Iteration 2F (49824.140000 sec): 3 clusters
  Score: Raw -508613.014820 + Penalty 2722.827615 = -505890.187205
  nChanged 239
		SP:Iteration 3F (49824.230000 sec): 3 clusters
  Score: Raw -508760.633276 + Penalty 2722.827615 = -506037.805661
  nChanged 190
		SP:Iteration 4Q (49824.310000 sec): 3 clusters
  Score: Raw -508886.721498 + Penalty 2722.827615 = -506163.893883
  nChanged 169
		SP:Iteration 5Q (49824.390000 sec): 3 clusters
  Score: Raw -508977.607402 + Penalty 2722.827615 = -506254.779786
  nChanged 151
		SP:Iteration 6Q (49824.470000 sec): 3 clusters
  Score: Raw -509055.161896 + Penalty 2722.827615 = -506332.334280
  nChanged 153
		SP:Iteration 7Q (49824.550000 sec): 3 clusters
  Score: Raw -509139.671496 + Penalty 2722.827615 = -506416.843881
  nChanged 149
		SP:Iteration 8Q (49824.640000 sec): 3 clusters
  Score: Raw -509213.209065 + Penalty 2722.827615 = -506490.381449
  nChanged 145
		SP:Iteration 9Q (49824.720000 sec): 3 clusters
  Score: Raw -509289.453062 + Penalty 2722.827615 = -506566.625447
  nChanged 140
		SP:Iteration 10Q (49824.800000 sec): 3 clusters
  Score: Raw -509352.041847 + Penalty 2722.827615 = -506629.214232
  nChanged 109
		SP:Iteration 11Q (49824.890000 sec): 3 clusters
  Score: Raw -509395.928785 + Penalty 2722.827615 = -506673.101170
  nChanged 103
		SP:Iteration 12Q (49824.970000 sec): 3 clusters
  Score: Raw -509433.821298 + Penalty 2722.827615 = -506710.993683
  nChanged 80
		SP:Iteration 13Q (49825.050000 sec): 3 clusters
  Score: Raw -509465.176317 + Penalty 2722.827615 = -506742.348702
  nChanged 90
		SP:Iteration 14Q (49825.130000 sec): 3 clusters
  Score: Raw -509508.450353 + Penalty 2722.827615 = -506785.622737
  nChanged 77
		SP:Iteration 15Q (49825.210000 sec): 3 clusters
  Score: Raw -509535.566392 + Penalty 2722.827615 = -506812.738777
  nChanged 77
		SP:Iteration 16Q (49825.300000 sec): 3 clusters
  Score: Raw -509563.607667 + Penalty 2722.827615 = -506840.780052
  nChanged 67
		SP:Iteration 17Q (49825.380000 sec): 3 clusters
  Score: Raw -509592.443141 + Penalty 2722.827615 = -506869.615526
  nChanged 56
		SP:Iteration 18Q (49825.460000 sec): 3 clusters
  Score: Raw -509614.356027 + Penalty 2722.827615 = -506891.528412
  nChanged 58
		SP:Iteration 19Q (49825.550000 sec): 3 clusters
  Score: Raw -509635.614804 + Penalty 2722.827615 = -506912.787188
  nChanged 52
		SP:Iteration 20F (49825.630000 sec): 3 clusters
  Score: Raw -509656.711099 + Penalty 2722.827615 = -506933.883483
  nChanged 44
		SP:Iteration 21Q (49825.710000 sec): 3 clusters
  Score: Raw -509677.634620 + Penalty 2722.827615 = -506954.807005
  nChanged 52
		SP:Iteration 22Q (49825.790000 sec): 3 clusters
  Score: Raw -509703.101949 + Penalty 2722.827615 = -506980.274334
  nChanged 52
		SP:Iteration 23Q (49825.870000 sec): 3 clusters
  Score: Raw -509729.388754 + Penalty 2722.827615 = -507006.561139
  nChanged 42
		SP:Iteration 24Q (49825.960000 sec): 3 clusters
  Score: Raw -509751.452669 + Penalty 2722.827615 = -507028.625054
  nChanged 48
		SP:Iteration 25Q (49826.040000 sec): 3 clusters
  Score: Raw -509774.426829 + Penalty 2722.827615 = -507051.599213
  nChanged 36
		SP:Iteration 26Q (49826.120000 sec): 3 clusters
  Score: Raw -509788.991837 + Penalty 2722.827615 = -507066.164222
  nChanged 31
		SP:Iteration 27Q (49826.210000 sec): 3 clusters
  Score: Raw -509800.961987 + Penalty 2722.827615 = -507078.134371
  nChanged 24
		SP:Iteration 28Q (49826.290000 sec): 3 clusters
  Score: Raw -509815.365299 + Penalty 2722.827615 = -507092.537684
  nChanged 21
		SP:Iteration 29Q (49826.370000 sec): 3 clusters
  Score: Raw -509827.591290 + Penalty 2722.827615 = -507104.763674
  nChanged 25
		SP:Iteration 30Q (49826.450000 sec): 3 clusters
  Score: Raw -509836.722510 + Penalty 2722.827615 = -507113.894894
  nChanged 28
		SP:Iteration 31Q (49826.530000 sec): 3 clusters
  Score: Raw -509848.109250 + Penalty 2722.827615 = -507125.281634
  nChanged 24
		SP:Iteration 32Q (49826.610000 sec): 3 clusters
  Score: Raw -509859.958864 + Penalty 2722.827615 = -507137.131248
  nChanged 32
		SP:Iteration 33Q (49826.690000 sec): 3 clusters
  Score: Raw -509875.093758 + Penalty 2722.827615 = -507152.266143
  nChanged 32
		SP:Iteration 34Q (49826.770000 sec): 3 clusters
  Score: Raw -509896.320844 + Penalty 2722.827615 = -507173.493228
  nChanged 34
		SP:Iteration 35Q (49826.850000 sec): 3 clusters
  Score: Raw -509918.634908 + Penalty 2722.827615 = -507195.807293
  nChanged 35
		SP:Iteration 36Q (49826.940000 sec): 3 clusters
  Score: Raw -509937.729133 + Penalty 2722.827615 = -507214.901518
  nChanged 32
		SP:Iteration 37Q (49827.020000 sec): 3 clusters
  Score: Raw -509958.681411 + Penalty 2722.827615 = -507235.853796
  nChanged 29
		SP:Iteration 38Q (49827.100000 sec): 3 clusters
  Score: Raw -509976.078381 + Penalty 2722.827615 = -507253.250766
  nChanged 28
		SP:Iteration 39Q (49827.180000 sec): 3 clusters
  Score: Raw -509992.267303 + Penalty 2722.827615 = -507269.439688
  nChanged 21
		SP:Iteration 40F (49827.270000 sec): 3 clusters
  Score: Raw -510005.577804 + Penalty 2722.827615 = -507282.750189
  nChanged 23
		SP:Iteration 41Q (49827.350000 sec): 3 clusters
  Score: Raw -510023.566718 + Penalty 2722.827615 = -507300.739102
  nChanged 27
		SP:Iteration 42Q (49827.430000 sec): 3 clusters
  Score: Raw -510042.438225 + Penalty 2722.827615 = -507319.610609
  nChanged 25
		SP:Iteration 43Q (49827.510000 sec): 3 clusters
  Score: Raw -510062.367413 + Penalty 2722.827615 = -507339.539798
  nChanged 24
		SP:Iteration 44Q (49827.590000 sec): 3 clusters
  Score: Raw -510075.043637 + Penalty 2722.827615 = -507352.216021
  nChanged 20
		SP:Iteration 45Q (49827.670000 sec): 3 clusters
  Score: Raw -510087.953877 + Penalty 2722.827615 = -507365.126262
  nChanged 13
		SP:Iteration 46Q (49827.750000 sec): 3 clusters
  Score: Raw -510100.148323 + Penalty 2722.827615 = -507377.320708
  nChanged 18
		SP:Iteration 47Q (49827.830000 sec): 3 clusters
  Score: Raw -510111.607191 + Penalty 2722.827615 = -507388.779575
  nChanged 12
		SP:Iteration 48Q (49827.910000 sec): 3 clusters
  Score: Raw -510118.347436 + Penalty 2722.827615 = -507395.519821
  nChanged 9
		SP:Iteration 49Q (49827.990000 sec): 3 clusters
  Score: Raw -510123.108769 + Penalty 2722.827615 = -507400.281154
  nChanged 9
		SP:Iteration 50Q (49828.070000 sec): 3 clusters
  Score: Raw -510129.133778 + Penalty 2722.827615 = -507406.306162
  nChanged 10
		SP:Iteration 51Q (49828.150000 sec): 3 clusters
  Score: Raw -510139.926349 + Penalty 2722.827615 = -507417.098733
  nChanged 10
		SP:Iteration 52Q (49828.230000 sec): 3 clusters
  Score: Raw -510147.498884 + Penalty 2722.827615 = -507424.671269
  nChanged 10
		SP:Iteration 53Q (49828.310000 sec): 3 clusters
  Score: Raw -510155.695550 + Penalty 2722.827615 = -507432.867935
  nChanged 12
		SP:Iteration 54Q (49828.390000 sec): 3 clusters
  Score: Raw -510162.355269 + Penalty 2722.827615 = -507439.527654
  nChanged 15
		SP:Iteration 55Q (49828.470000 sec): 3 clusters
  Score: Raw -510172.306843 + Penalty 2722.827615 = -507449.479228
  nChanged 13
		SP:Iteration 56Q (49828.550000 sec): 3 clusters
  Score: Raw -510179.919233 + Penalty 2722.827615 = -507457.091618
  nChanged 11
		SP:Iteration 57Q (49828.630000 sec): 3 clusters
  Score: Raw -510186.974905 + Penalty 2722.827615 = -507464.147290
  nChanged 13
		SP:Iteration 58Q (49828.700000 sec): 3 clusters
  Score: Raw -510195.607681 + Penalty 2722.827615 = -507472.780066
  nChanged 7
		SP:Iteration 59Q (49828.780000 sec): 3 clusters
  Score: Raw -510199.131284 + Penalty 2722.827615 = -507476.303668
  nChanged 7
		SP:Iteration 60F (49828.870000 sec): 3 clusters
  Score: Raw -510202.472576 + Penalty 2722.827615 = -507479.644960
  nChanged 2
		SP:Iteration 61Q (49828.950000 sec): 3 clusters
  Score: Raw -510203.021148 + Penalty 2722.827615 = -507480.193533
  nChanged 1
		SP:Iteration 62Q (49829.020000 sec): 3 clusters
  Score: Raw -510203.555526 + Penalty 2722.827615 = -507480.727911
  nChanged 1
		SP:Iteration 63Q (49829.100000 sec): 3 clusters
  Score: Raw -510203.984070 + Penalty 2722.827615 = -507481.156455
  nChanged 0
		SP:Iteration 64F (49829.190000 sec): 3 clusters
  Score: Raw -510203.984070 + Penalty 2722.827615 = -507481.156455
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 93 (5506 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49829.270000 sec): 2 clusters
  Score: Raw -655054.145525 + Penalty 1399.708974 = -653654.436551
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49829.370000 sec): 3 clusters
  Score: Raw -652148.944551 + Penalty 2799.417948 = -649349.526603
  nChanged 2267
		SP:Iteration 1F (49829.470000 sec): 3 clusters
  Score: Raw -653456.425401 + Penalty 2799.417948 = -650657.007453
  nChanged 418
		SP:Iteration 2F (49829.560000 sec): 3 clusters
  Score: Raw -653745.816974 + Penalty 2799.417948 = -650946.399026
  nChanged 376
		SP:Iteration 3F (49829.650000 sec): 3 clusters
  Score: Raw -654032.808499 + Penalty 2799.417948 = -651233.390551
  nChanged 354
		SP:Iteration 4F (49829.750000 sec): 3 clusters
  Score: Raw -654292.920843 + Penalty 2799.417948 = -651493.502895
  nChanged 318
		SP:Iteration 5F (49829.840000 sec): 3 clusters
  Score: Raw -654508.863385 + Penalty 2799.417948 = -651709.445437
  nChanged 253
		SP:Iteration 6Q (49829.930000 sec): 3 clusters
  Score: Raw -654693.893316 + Penalty 2799.417948 = -651894.475368
  nChanged 224
		SP:Iteration 7Q (49830.030000 sec): 3 clusters
  Score: Raw -654836.718827 + Penalty 2799.417948 = -652037.300879
  nChanged 163
		SP:Iteration 8Q (49830.120000 sec): 3 clusters
  Score: Raw -654929.270657 + Penalty 2799.417948 = -652129.852709
  nChanged 141
		SP:Iteration 9Q (49830.210000 sec): 3 clusters
  Score: Raw -655014.228038 + Penalty 2799.417948 = -652214.810090
  nChanged 119
		SP:Iteration 10Q (49830.310000 sec): 3 clusters
  Score: Raw -655083.595005 + Penalty 2799.417948 = -652284.177057
  nChanged 94
		SP:Iteration 11Q (49830.400000 sec): 3 clusters
  Score: Raw -655132.328237 + Penalty 2799.417948 = -652332.910289
  nChanged 76
		SP:Iteration 12Q (49830.490000 sec): 3 clusters
  Score: Raw -655178.860612 + Penalty 2799.417948 = -652379.442664
  nChanged 86
		SP:Iteration 13Q (49830.580000 sec): 3 clusters
  Score: Raw -655234.340788 + Penalty 2799.417948 = -652434.922840
  nChanged 84
		SP:Iteration 14Q (49830.680000 sec): 3 clusters
  Score: Raw -655289.514307 + Penalty 2799.417948 = -652490.096359
  nChanged 83
		SP:Iteration 15Q (49830.770000 sec): 3 clusters
  Score: Raw -655334.792263 + Penalty 2799.417948 = -652535.374315
  nChanged 80
		SP:Iteration 16Q (49830.860000 sec): 3 clusters
  Score: Raw -655383.980169 + Penalty 2799.417948 = -652584.562221
  nChanged 84
		SP:Iteration 17Q (49830.950000 sec): 3 clusters
  Score: Raw -655433.563406 + Penalty 2799.417948 = -652634.145458
  nChanged 90
		SP:Iteration 18Q (49831.040000 sec): 3 clusters
  Score: Raw -655494.083055 + Penalty 2799.417948 = -652694.665108
  nChanged 88
		SP:Iteration 19Q (49831.130000 sec): 3 clusters
  Score: Raw -655549.098457 + Penalty 2799.417948 = -652749.680509
  nChanged 76
		SP:Iteration 20F (49831.230000 sec): 3 clusters
  Score: Raw -655601.889122 + Penalty 2799.417948 = -652802.471175
  nChanged 73
		SP:Iteration 21Q (49831.320000 sec): 3 clusters
  Score: Raw -655654.720744 + Penalty 2799.417948 = -652855.302796
  nChanged 71
		SP:Iteration 22Q (49831.400000 sec): 3 clusters
  Score: Raw -655719.346179 + Penalty 2799.417948 = -652919.928231
  nChanged 79
		SP:Iteration 23Q (49831.500000 sec): 3 clusters
  Score: Raw -655788.866774 + Penalty 2799.417948 = -652989.448827
  nChanged 61
		SP:Iteration 24Q (49831.580000 sec): 3 clusters
  Score: Raw -655832.364722 + Penalty 2799.417948 = -653032.946774
  nChanged 58
		SP:Iteration 25Q (49831.670000 sec): 3 clusters
  Score: Raw -655870.347724 + Penalty 2799.417948 = -653070.929776
  nChanged 42
		SP:Iteration 26Q (49831.760000 sec): 3 clusters
  Score: Raw -655893.007204 + Penalty 2799.417948 = -653093.589256
  nChanged 31
		SP:Iteration 27Q (49831.850000 sec): 3 clusters
  Score: Raw -655910.454830 + Penalty 2799.417948 = -653111.036883
  nChanged 19
		SP:Iteration 28Q (49831.940000 sec): 3 clusters
  Score: Raw -655928.225290 + Penalty 2799.417948 = -653128.807342
  nChanged 17
		SP:Iteration 29Q (49832.030000 sec): 3 clusters
  Score: Raw -655939.355617 + Penalty 2799.417948 = -653139.937669
  nChanged 13
		SP:Iteration 30Q (49832.120000 sec): 3 clusters
  Score: Raw -655951.690234 + Penalty 2799.417948 = -653152.272286
  nChanged 21
		SP:Iteration 31Q (49832.200000 sec): 3 clusters
  Score: Raw -655965.831881 + Penalty 2799.417948 = -653166.413933
  nChanged 19
		SP:Iteration 32Q (49832.290000 sec): 3 clusters
  Score: Raw -655986.493260 + Penalty 2799.417948 = -653187.075312
  nChanged 11
		SP:Iteration 33Q (49832.380000 sec): 3 clusters
  Score: Raw -655998.787156 + Penalty 2799.417948 = -653199.369208
  nChanged 11
		SP:Iteration 34Q (49832.470000 sec): 3 clusters
  Score: Raw -656006.534719 + Penalty 2799.417948 = -653207.116771
  nChanged 9
		SP:Iteration 35Q (49832.560000 sec): 3 clusters
  Score: Raw -656009.536058 + Penalty 2799.417948 = -653210.118111
  nChanged 5
		SP:Iteration 36Q (49832.640000 sec): 3 clusters
  Score: Raw -656011.248181 + Penalty 2799.417948 = -653211.830233
  nChanged 2
		SP:Iteration 37Q (49832.730000 sec): 3 clusters
  Score: Raw -656011.405885 + Penalty 2799.417948 = -653211.987937
  nChanged 0
		SP:Iteration 38F (49832.820000 sec): 3 clusters
  Score: Raw -656011.405885 + Penalty 2799.417948 = -653211.987937
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 94 (3219 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49832.900000 sec): 2 clusters
  Score: Raw -359790.045558 + Penalty 1312.484230 = -358477.561328
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49832.960000 sec): 3 clusters
  Score: Raw -358199.458873 + Penalty 2624.968460 = -355574.490413
  nChanged 1231
		SP:Iteration 1F (49833.020000 sec): 3 clusters
  Score: Raw -358932.935298 + Penalty 2624.968460 = -356307.966837
  nChanged 279
		SP:Iteration 2F (49833.080000 sec): 3 clusters
  Score: Raw -359131.932108 + Penalty 2624.968460 = -356506.963648
  nChanged 188
		SP:Iteration 3F (49833.130000 sec): 3 clusters
  Score: Raw -359250.550513 + Penalty 2624.968460 = -356625.582053
  nChanged 130
		SP:Iteration 4Q (49833.230000 sec): 3 clusters
  Score: Raw -359359.252073 + Penalty 2624.968460 = -356734.283612
  nChanged 148
		SP:Iteration 5Q (49833.290000 sec): 3 clusters
  Score: Raw -359508.647156 + Penalty 2624.968460 = -356883.678696
  nChanged 139
		SP:Iteration 6Q (49833.350000 sec): 3 clusters
  Score: Raw -359645.390990 + Penalty 2624.968460 = -357020.422530
  nChanged 140
		SP:Iteration 7Q (49833.410000 sec): 3 clusters
  Score: Raw -359764.802905 + Penalty 2624.968460 = -357139.834445
  nChanged 117
		SP:Iteration 8Q (49833.470000 sec): 3 clusters
  Score: Raw -359851.226647 + Penalty 2624.968460 = -357226.258187
  nChanged 101
		SP:Iteration 9Q (49833.520000 sec): 3 clusters
  Score: Raw -359919.952159 + Penalty 2624.968460 = -357294.983699
  nChanged 75
		SP:Iteration 10Q (49833.580000 sec): 3 clusters
  Score: Raw -359970.077781 + Penalty 2624.968460 = -357345.109321
  nChanged 76
		SP:Iteration 11Q (49833.640000 sec): 3 clusters
  Score: Raw -360025.994395 + Penalty 2624.968460 = -357401.025934
  nChanged 78
		SP:Iteration 12Q (49833.700000 sec): 3 clusters
  Score: Raw -360079.561435 + Penalty 2624.968460 = -357454.592975
  nChanged 64
		SP:Iteration 13Q (49833.750000 sec): 3 clusters
  Score: Raw -360120.302943 + Penalty 2624.968460 = -357495.334483
  nChanged 55
		SP:Iteration 14Q (49833.810000 sec): 3 clusters
  Score: Raw -360159.091879 + Penalty 2624.968460 = -357534.123419
  nChanged 50
		SP:Iteration 15Q (49833.860000 sec): 3 clusters
  Score: Raw -360192.442112 + Penalty 2624.968460 = -357567.473652
  nChanged 46
		SP:Iteration 16Q (49833.920000 sec): 3 clusters
  Score: Raw -360227.016610 + Penalty 2624.968460 = -357602.048150
  nChanged 53
		SP:Iteration 17Q (49833.980000 sec): 3 clusters
  Score: Raw -360261.857310 + Penalty 2624.968460 = -357636.888849
  nChanged 44
		SP:Iteration 18Q (49834.030000 sec): 3 clusters
  Score: Raw -360288.439225 + Penalty 2624.968460 = -357663.470765
  nChanged 33
		SP:Iteration 19Q (49834.090000 sec): 3 clusters
  Score: Raw -360309.693479 + Penalty 2624.968460 = -357684.725019
  nChanged 32
		SP:Iteration 20F (49834.150000 sec): 3 clusters
  Score: Raw -360326.015092 + Penalty 2624.968460 = -357701.046632
  nChanged 36
		SP:Iteration 21Q (49834.200000 sec): 3 clusters
  Score: Raw -360349.658123 + Penalty 2624.968460 = -357724.689663
  nChanged 32
		SP:Iteration 22Q (49834.260000 sec): 3 clusters
  Score: Raw -360371.376878 + Penalty 2624.968460 = -357746.408418
  nChanged 40
		SP:Iteration 23Q (49834.320000 sec): 3 clusters
  Score: Raw -360411.565794 + Penalty 2624.968460 = -357786.597333
  nChanged 46
		SP:Iteration 24Q (49834.370000 sec): 3 clusters
  Score: Raw -360447.883992 + Penalty 2624.968460 = -357822.915532
  nChanged 46
		SP:Iteration 25Q (49834.430000 sec): 3 clusters
  Score: Raw -360486.772986 + Penalty 2624.968460 = -357861.804526
  nChanged 47
		SP:Iteration 26Q (49834.480000 sec): 3 clusters
  Score: Raw -360524.018007 + Penalty 2624.968460 = -357899.049546
  nChanged 45
		SP:Iteration 27Q (49834.540000 sec): 3 clusters
  Score: Raw -360553.437713 + Penalty 2624.968460 = -357928.469253
  nChanged 43
		SP:Iteration 28Q (49834.590000 sec): 3 clusters
  Score: Raw -360590.209260 + Penalty 2624.968460 = -357965.240800
  nChanged 36
		SP:Iteration 29Q (49834.650000 sec): 3 clusters
  Score: Raw -360613.494191 + Penalty 2624.968460 = -357988.525731
  nChanged 28
		SP:Iteration 30Q (49834.700000 sec): 3 clusters
  Score: Raw -360628.397988 + Penalty 2624.968460 = -358003.429528
  nChanged 22
		SP:Iteration 31Q (49834.760000 sec): 3 clusters
  Score: Raw -360640.551281 + Penalty 2624.968460 = -358015.582821
  nChanged 16
		SP:Iteration 32Q (49834.820000 sec): 3 clusters
  Score: Raw -360648.202690 + Penalty 2624.968460 = -358023.234230
  nChanged 14
		SP:Iteration 33Q (49834.870000 sec): 3 clusters
  Score: Raw -360654.140577 + Penalty 2624.968460 = -358029.172116
  nChanged 14
		SP:Iteration 34Q (49834.920000 sec): 3 clusters
  Score: Raw -360660.464043 + Penalty 2624.968460 = -358035.495582
  nChanged 8
		SP:Iteration 35Q (49834.980000 sec): 3 clusters
  Score: Raw -360664.715984 + Penalty 2624.968460 = -358039.747524
  nChanged 8
		SP:Iteration 36Q (49835.040000 sec): 3 clusters
  Score: Raw -360667.299437 + Penalty 2624.968460 = -358042.330977
  nChanged 5
		SP:Iteration 37Q (49835.090000 sec): 3 clusters
  Score: Raw -360668.685652 + Penalty 2624.968460 = -358043.717192
  nChanged 3
		SP:Iteration 38Q (49835.150000 sec): 3 clusters
  Score: Raw -360669.472507 + Penalty 2624.968460 = -358044.504047
  nChanged 2
		SP:Iteration 39Q (49835.200000 sec): 3 clusters
  Score: Raw -360670.808674 + Penalty 2624.968460 = -358045.840214
  nChanged 2
		SP:Iteration 40F (49835.260000 sec): 3 clusters
  Score: Raw -360671.763275 + Penalty 2624.968460 = -358046.794815
  nChanged 5
		SP:Iteration 41Q (49835.320000 sec): 3 clusters
  Score: Raw -360673.488917 + Penalty 2624.968460 = -358048.520457
  nChanged 5
		SP:Iteration 42Q (49835.370000 sec): 3 clusters
  Score: Raw -360675.643448 + Penalty 2624.968460 = -358050.674988
  nChanged 5
		SP:Iteration 43Q (49835.420000 sec): 3 clusters
  Score: Raw -360677.643815 + Penalty 2624.968460 = -358052.675354
  nChanged 3
		SP:Iteration 44Q (49835.480000 sec): 3 clusters
  Score: Raw -360678.272950 + Penalty 2624.968460 = -358053.304490
  nChanged 2
		SP:Iteration 45Q (49835.540000 sec): 3 clusters
  Score: Raw -360678.779749 + Penalty 2624.968460 = -358053.811289
  nChanged 2
		SP:Iteration 46Q (49835.590000 sec): 3 clusters
  Score: Raw -360679.150581 + Penalty 2624.968460 = -358054.182121
  nChanged 0
		SP:Iteration 47F (49835.650000 sec): 3 clusters
  Score: Raw -360679.150581 + Penalty 2624.968460 = -358054.182121
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 95 (1687 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49835.710000 sec): 2 clusters
  Score: Raw -191952.851607 + Penalty 1207.489901 = -190745.361706
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49835.740000 sec): 3 clusters
  Score: Raw -191236.861572 + Penalty 2414.979802 = -188821.881771
  nChanged 596
		SP:Iteration 1F (49835.780000 sec): 3 clusters
  Score: Raw -191721.013339 + Penalty 2414.979802 = -189306.033537
  nChanged 175
		SP:Iteration 2F (49835.810000 sec): 3 clusters
  Score: Raw -191927.774285 + Penalty 2414.979802 = -189512.794483
  nChanged 112
		SP:Iteration 3F (49835.840000 sec): 3 clusters
  Score: Raw -192047.440799 + Penalty 2414.979802 = -189632.460998
  nChanged 75
		SP:Iteration 4Q (49835.870000 sec): 3 clusters
  Score: Raw -192115.002101 + Penalty 2414.979802 = -189700.022300
  nChanged 61
		SP:Iteration 5Q (49835.900000 sec): 3 clusters
  Score: Raw -192174.064431 + Penalty 2414.979802 = -189759.084629
  nChanged 60
		SP:Iteration 6Q (49835.930000 sec): 3 clusters
  Score: Raw -192247.765704 + Penalty 2414.979802 = -189832.785903
  nChanged 57
		SP:Iteration 7Q (49835.960000 sec): 3 clusters
  Score: Raw -192328.100186 + Penalty 2414.979802 = -189913.120385
  nChanged 65
		SP:Iteration 8Q (49836.000000 sec): 3 clusters
  Score: Raw -192409.692555 + Penalty 2414.979802 = -189994.712754
  nChanged 76
		SP:Iteration 9Q (49836.030000 sec): 3 clusters
  Score: Raw -192479.421771 + Penalty 2414.979802 = -190064.441970
  nChanged 65
		SP:Iteration 10Q (49836.060000 sec): 3 clusters
  Score: Raw -192544.559079 + Penalty 2414.979802 = -190129.579277
  nChanged 51
		SP:Iteration 11Q (49836.090000 sec): 3 clusters
  Score: Raw -192590.594485 + Penalty 2414.979802 = -190175.614683
  nChanged 43
		SP:Iteration 12Q (49836.120000 sec): 3 clusters
  Score: Raw -192635.387490 + Penalty 2414.979802 = -190220.407689
  nChanged 42
		SP:Iteration 13Q (49836.150000 sec): 3 clusters
  Score: Raw -192671.972209 + Penalty 2414.979802 = -190256.992407
  nChanged 33
		SP:Iteration 14Q (49836.180000 sec): 3 clusters
  Score: Raw -192691.270798 + Penalty 2414.979802 = -190276.290996
  nChanged 17
		SP:Iteration 15Q (49836.210000 sec): 3 clusters
  Score: Raw -192701.745735 + Penalty 2414.979802 = -190286.765933
  nChanged 16
		SP:Iteration 16Q (49836.240000 sec): 3 clusters
  Score: Raw -192717.200109 + Penalty 2414.979802 = -190302.220308
  nChanged 18
		SP:Iteration 17Q (49836.270000 sec): 3 clusters
  Score: Raw -192733.636197 + Penalty 2414.979802 = -190318.656396
  nChanged 12
		SP:Iteration 18Q (49836.300000 sec): 3 clusters
  Score: Raw -192745.320228 + Penalty 2414.979802 = -190330.340427
  nChanged 12
		SP:Iteration 19Q (49836.330000 sec): 3 clusters
  Score: Raw -192752.219680 + Penalty 2414.979802 = -190337.239878
  nChanged 4
		SP:Iteration 20F (49836.360000 sec): 3 clusters
  Score: Raw -192754.131563 + Penalty 2414.979802 = -190339.151761
  nChanged 1
		SP:Iteration 21Q (49836.400000 sec): 3 clusters
  Score: Raw -192754.643412 + Penalty 2414.979802 = -190339.663610
  nChanged 4
		SP:Iteration 22Q (49836.430000 sec): 3 clusters
  Score: Raw -192756.401338 + Penalty 2414.979802 = -190341.421536
  nChanged 5
		SP:Iteration 23Q (49836.460000 sec): 3 clusters
  Score: Raw -192762.512323 + Penalty 2414.979802 = -190347.532522
  nChanged 8
		SP:Iteration 24Q (49836.490000 sec): 3 clusters
  Score: Raw -192770.261618 + Penalty 2414.979802 = -190355.281816
  nChanged 8
		SP:Iteration 25Q (49836.520000 sec): 3 clusters
  Score: Raw -192777.552520 + Penalty 2414.979802 = -190362.572718
  nChanged 8
		SP:Iteration 26Q (49836.550000 sec): 3 clusters
  Score: Raw -192784.472225 + Penalty 2414.979802 = -190369.492423
  nChanged 9
		SP:Iteration 27Q (49836.580000 sec): 3 clusters
  Score: Raw -192790.989735 + Penalty 2414.979802 = -190376.009933
  nChanged 4
		SP:Iteration 28Q (49836.610000 sec): 3 clusters
  Score: Raw -192794.522468 + Penalty 2414.979802 = -190379.542666
  nChanged 4
		SP:Iteration 29Q (49836.640000 sec): 3 clusters
  Score: Raw -192796.998490 + Penalty 2414.979802 = -190382.018688
  nChanged 6
		SP:Iteration 30Q (49836.680000 sec): 3 clusters
  Score: Raw -192800.797098 + Penalty 2414.979802 = -190385.817296
  nChanged 4
		SP:Iteration 31Q (49836.700000 sec): 3 clusters
  Score: Raw -192802.351479 + Penalty 2414.979802 = -190387.371677
  nChanged 2
		SP:Iteration 32Q (49836.740000 sec): 3 clusters
  Score: Raw -192803.589057 + Penalty 2414.979802 = -190388.609255
  nChanged 1
		SP:Iteration 33Q (49836.770000 sec): 3 clusters
  Score: Raw -192804.280829 + Penalty 2414.979802 = -190389.301027
  nChanged 0
		SP:Iteration 34F (49836.800000 sec): 3 clusters
  Score: Raw -192804.280829 + Penalty 2414.979802 = -190389.301027
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 96 (323 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49836.850000 sec): 2 clusters
  Score: Raw -36976.582172 + Penalty 938.868503 = -36037.713669
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49836.860000 sec): 3 clusters
  Score: Raw -37026.024917 + Penalty 1877.737005 = -35148.287912
  nChanged 50
		SP:Iteration 1F (49836.860000 sec): 3 clusters
  Score: Raw -37133.798598 + Penalty 1877.737005 = -35256.061592
  nChanged 11
		SP:Iteration 2Q (49836.870000 sec): 3 clusters
  Score: Raw -37163.610692 + Penalty 1877.737005 = -35285.873687
  nChanged 8
		SP:Iteration 3Q (49836.880000 sec): 3 clusters
  Score: Raw -37192.437604 + Penalty 1877.737005 = -35314.700599
  nChanged 8
		SP:Iteration 4Q (49836.880000 sec): 3 clusters
  Score: Raw -37220.341727 + Penalty 1877.737005 = -35342.604722
  nChanged 3
		SP:Iteration 5Q (49836.890000 sec): 3 clusters
  Score: Raw -37225.846018 + Penalty 1877.737005 = -35348.109013
  nChanged 1
		SP:Iteration 6Q (49836.900000 sec): 3 clusters
  Score: Raw -37229.509984 + Penalty 1877.737005 = -35351.772979
  nChanged 0
		SP:Iteration 7F (49836.910000 sec): 3 clusters
  Score: Raw -37229.509984 + Penalty 1877.737005 = -35351.772979
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 97 (3616 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49836.980000 sec): 2 clusters
  Score: Raw -417268.474376 + Penalty 1331.382605 = -415937.091771
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49837.060000 sec): 3 clusters
  Score: Raw -415510.512010 + Penalty 2662.765209 = -412847.746801
  nChanged 1432
		SP:Iteration 1F (49837.130000 sec): 3 clusters
  Score: Raw -416522.574046 + Penalty 2662.765209 = -413859.808836
  nChanged 393
		SP:Iteration 2F (49837.200000 sec): 3 clusters
  Score: Raw -416967.274070 + Penalty 2662.765209 = -414304.508861
  nChanged 310
		SP:Iteration 3F (49837.270000 sec): 3 clusters
  Score: Raw -417265.332076 + Penalty 2662.765209 = -414602.566867
  nChanged 206
		SP:Iteration 4F (49837.340000 sec): 3 clusters
  Score: Raw -417421.289504 + Penalty 2662.765209 = -414758.524295
  nChanged 140
		SP:Iteration 5Q (49837.410000 sec): 3 clusters
  Score: Raw -417535.566675 + Penalty 2662.765209 = -414872.801465
  nChanged 119
		SP:Iteration 6Q (49837.480000 sec): 3 clusters
  Score: Raw -417629.320405 + Penalty 2662.765209 = -414966.555195
  nChanged 97
		SP:Iteration 7Q (49837.540000 sec): 3 clusters
  Score: Raw -417698.354889 + Penalty 2662.765209 = -415035.589680
  nChanged 94
		SP:Iteration 8Q (49837.610000 sec): 3 clusters
  Score: Raw -417762.080902 + Penalty 2662.765209 = -415099.315692
  nChanged 70
		SP:Iteration 9Q (49837.680000 sec): 3 clusters
  Score: Raw -417802.619779 + Penalty 2662.765209 = -415139.854569
  nChanged 59
		SP:Iteration 10Q (49837.750000 sec): 3 clusters
  Score: Raw -417824.127503 + Penalty 2662.765209 = -415161.362294
  nChanged 35
		SP:Iteration 11Q (49837.820000 sec): 3 clusters
  Score: Raw -417837.937879 + Penalty 2662.765209 = -415175.172669
  nChanged 20
		SP:Iteration 12Q (49837.890000 sec): 3 clusters
  Score: Raw -417845.810473 + Penalty 2662.765209 = -415183.045264
  nChanged 13
		SP:Iteration 13Q (49837.950000 sec): 3 clusters
  Score: Raw -417850.883507 + Penalty 2662.765209 = -415188.118297
  nChanged 9
		SP:Iteration 14Q (49838.020000 sec): 3 clusters
  Score: Raw -417853.840824 + Penalty 2662.765209 = -415191.075615
  nChanged 6
		SP:Iteration 15Q (49838.090000 sec): 3 clusters
  Score: Raw -417856.964149 + Penalty 2662.765209 = -415194.198940
  nChanged 6
		SP:Iteration 16Q (49838.160000 sec): 3 clusters
  Score: Raw -417858.409081 + Penalty 2662.765209 = -415195.643872
  nChanged 4
		SP:Iteration 17Q (49838.230000 sec): 3 clusters
  Score: Raw -417859.067272 + Penalty 2662.765209 = -415196.302062
  nChanged 3
		SP:Iteration 18Q (49838.300000 sec): 3 clusters
  Score: Raw -417859.651371 + Penalty 2662.765209 = -415196.886162
  nChanged 2
		SP:Iteration 19Q (49838.360000 sec): 3 clusters
  Score: Raw -417860.111394 + Penalty 2662.765209 = -415197.346185
  nChanged 2
		SP:Iteration 20F (49838.430000 sec): 3 clusters
  Score: Raw -417860.565289 + Penalty 2662.765209 = -415197.800080
  nChanged 1
		SP:Iteration 21Q (49838.500000 sec): 3 clusters
  Score: Raw -417860.724016 + Penalty 2662.765209 = -415197.958806
  nChanged 0
		SP:Iteration 22F (49838.570000 sec): 3 clusters
  Score: Raw -417860.724016 + Penalty 2662.765209 = -415197.958806
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 98 (11486 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49838.690000 sec): 2 clusters
  Score: Raw -1326550.895420 + Penalty 1519.193679 = -1325031.701740
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49838.850000 sec): 3 clusters
  Score: Raw -1319915.147873 + Penalty 3038.387359 = -1316876.760514
  nChanged 5000
		SP:Iteration 1F (49839.020000 sec): 3 clusters
  Score: Raw -1322722.742364 + Penalty 3038.387359 = -1319684.355005
  nChanged 744
		SP:Iteration 2F (49839.170000 sec): 3 clusters
  Score: Raw -1323139.738019 + Penalty 3038.387359 = -1320101.350660
  nChanged 730
		SP:Iteration 3F (49839.340000 sec): 3 clusters
  Score: Raw -1323540.516963 + Penalty 3038.387359 = -1320502.129604
  nChanged 654
		SP:Iteration 4F (49839.500000 sec): 3 clusters
  Score: Raw -1323935.528490 + Penalty 3038.387359 = -1320897.141131
  nChanged 650
		SP:Iteration 5F (49839.660000 sec): 3 clusters
  Score: Raw -1324329.645841 + Penalty 3038.387359 = -1321291.258482
  nChanged 628
		SP:Iteration 6F (49839.820000 sec): 3 clusters
  Score: Raw -1324723.642505 + Penalty 3038.387359 = -1321685.255146
  nChanged 567
		SP:Iteration 7Q (49839.990000 sec): 3 clusters
  Score: Raw -1325065.583883 + Penalty 3038.387359 = -1322027.196524
  nChanged 504
		SP:Iteration 8Q (49840.170000 sec): 3 clusters
  Score: Raw -1325336.647041 + Penalty 3038.387359 = -1322298.259682
  nChanged 404
		SP:Iteration 9Q (49840.330000 sec): 3 clusters
  Score: Raw -1325546.301353 + Penalty 3038.387359 = -1322507.913994
  nChanged 348
		SP:Iteration 10Q (49840.510000 sec): 3 clusters
  Score: Raw -1325732.835899 + Penalty 3038.387359 = -1322694.448540
  nChanged 314
		SP:Iteration 11Q (49840.670000 sec): 3 clusters
  Score: Raw -1325879.886755 + Penalty 3038.387359 = -1322841.499396
  nChanged 238
		SP:Iteration 12Q (49840.850000 sec): 3 clusters
  Score: Raw -1325987.568849 + Penalty 3038.387359 = -1322949.181491
  nChanged 236
		SP:Iteration 13Q (49841.000000 sec): 3 clusters
  Score: Raw -1326097.797996 + Penalty 3038.387359 = -1323059.410637
  nChanged 212
		SP:Iteration 14Q (49841.180000 sec): 3 clusters
  Score: Raw -1326196.399316 + Penalty 3038.387359 = -1323158.011957
  nChanged 191
		SP:Iteration 15Q (49841.330000 sec): 3 clusters
  Score: Raw -1326278.730639 + Penalty 3038.387359 = -1323240.343280
  nChanged 169
		SP:Iteration 16Q (49841.510000 sec): 3 clusters
  Score: Raw -1326357.399624 + Penalty 3038.387359 = -1323319.012266
  nChanged 179
		SP:Iteration 17Q (49841.660000 sec): 3 clusters
  Score: Raw -1326453.311145 + Penalty 3038.387359 = -1323414.923786
  nChanged 172
		SP:Iteration 18Q (49841.830000 sec): 3 clusters
  Score: Raw -1326545.434881 + Penalty 3038.387359 = -1323507.047522
  nChanged 158
		SP:Iteration 19Q (49841.980000 sec): 3 clusters
  Score: Raw -1326633.829849 + Penalty 3038.387359 = -1323595.442490
  nChanged 144
		SP:Iteration 20F (49842.140000 sec): 3 clusters
  Score: Raw -1326724.210624 + Penalty 3038.387359 = -1323685.823265
  nChanged 136
		SP:Iteration 21Q (49842.290000 sec): 3 clusters
  Score: Raw -1326802.464955 + Penalty 3038.387359 = -1323764.077596
  nChanged 110
		SP:Iteration 22Q (49842.440000 sec): 3 clusters
  Score: Raw -1326860.049268 + Penalty 3038.387359 = -1323821.661909
  nChanged 92
		SP:Iteration 23Q (49842.620000 sec): 3 clusters
  Score: Raw -1326902.784745 + Penalty 3038.387359 = -1323864.397386
  nChanged 69
		SP:Iteration 24Q (49842.760000 sec): 3 clusters
  Score: Raw -1326936.591182 + Penalty 3038.387359 = -1323898.203823
  nChanged 70
		SP:Iteration 25Q (49842.910000 sec): 3 clusters
  Score: Raw -1326974.409043 + Penalty 3038.387359 = -1323936.021684
  nChanged 75
		SP:Iteration 26Q (49843.070000 sec): 3 clusters
  Score: Raw -1327019.147663 + Penalty 3038.387359 = -1323980.760304
  nChanged 62
		SP:Iteration 27Q (49843.210000 sec): 3 clusters
  Score: Raw -1327058.829438 + Penalty 3038.387359 = -1324020.442079
  nChanged 55
		SP:Iteration 28Q (49843.390000 sec): 3 clusters
  Score: Raw -1327090.029891 + Penalty 3038.387359 = -1324051.642532
  nChanged 47
		SP:Iteration 29Q (49843.530000 sec): 3 clusters
  Score: Raw -1327118.243618 + Penalty 3038.387359 = -1324079.856259
  nChanged 37
		SP:Iteration 30Q (49843.680000 sec): 3 clusters
  Score: Raw -1327138.525385 + Penalty 3038.387359 = -1324100.138026
  nChanged 29
		SP:Iteration 31Q (49843.830000 sec): 3 clusters
  Score: Raw -1327155.578340 + Penalty 3038.387359 = -1324117.190981
  nChanged 37
		SP:Iteration 32Q (49843.980000 sec): 3 clusters
  Score: Raw -1327177.151159 + Penalty 3038.387359 = -1324138.763800
  nChanged 32
		SP:Iteration 33Q (49844.150000 sec): 3 clusters
  Score: Raw -1327191.123643 + Penalty 3038.387359 = -1324152.736284
  nChanged 19
		SP:Iteration 34Q (49844.300000 sec): 3 clusters
  Score: Raw -1327198.008679 + Penalty 3038.387359 = -1324159.621320
  nChanged 17
		SP:Iteration 35Q (49844.450000 sec): 3 clusters
  Score: Raw -1327205.246942 + Penalty 3038.387359 = -1324166.859584
  nChanged 11
		SP:Iteration 36Q (49844.620000 sec): 3 clusters
  Score: Raw -1327209.854692 + Penalty 3038.387359 = -1324171.467333
  nChanged 11
		SP:Iteration 37Q (49844.760000 sec): 3 clusters
  Score: Raw -1327212.794812 + Penalty 3038.387359 = -1324174.407453
  nChanged 5
		SP:Iteration 38Q (49844.930000 sec): 3 clusters
  Score: Raw -1327213.865667 + Penalty 3038.387359 = -1324175.478308
  nChanged 4
		SP:Iteration 39Q (49845.070000 sec): 3 clusters
  Score: Raw -1327215.626478 + Penalty 3038.387359 = -1324177.239119
  nChanged 2
		SP:Iteration 40F (49845.240000 sec): 3 clusters
  Score: Raw -1327216.225130 + Penalty 3038.387359 = -1324177.837771
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 99 (1203 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49845.320000 sec): 2 clusters
  Score: Raw -138874.483031 + Penalty 1152.543229 = -137721.939802
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49845.340000 sec): 3 clusters
  Score: Raw -138441.018604 + Penalty 2305.086458 = -136135.932146
  nChanged 411
		SP:Iteration 1F (49845.370000 sec): 3 clusters
  Score: Raw -138775.740942 + Penalty 2305.086458 = -136470.654484
  nChanged 98
		SP:Iteration 2F (49845.390000 sec): 3 clusters
  Score: Raw -138865.791216 + Penalty 2305.086458 = -136560.704758
  nChanged 50
		SP:Iteration 3Q (49845.410000 sec): 3 clusters
  Score: Raw -138938.890246 + Penalty 2305.086458 = -136633.803789
  nChanged 45
		SP:Iteration 4Q (49845.430000 sec): 3 clusters
  Score: Raw -138983.700357 + Penalty 2305.086458 = -136678.613900
  nChanged 29
		SP:Iteration 5Q (49845.460000 sec): 3 clusters
  Score: Raw -139017.912777 + Penalty 2305.086458 = -136712.826319
  nChanged 23
		SP:Iteration 6Q (49845.480000 sec): 3 clusters
  Score: Raw -139042.968887 + Penalty 2305.086458 = -136737.882429
  nChanged 20
		SP:Iteration 7Q (49845.500000 sec): 3 clusters
  Score: Raw -139062.111882 + Penalty 2305.086458 = -136757.025424
  nChanged 18
		SP:Iteration 8Q (49845.530000 sec): 3 clusters
  Score: Raw -139079.119955 + Penalty 2305.086458 = -136774.033497
  nChanged 14
		SP:Iteration 9Q (49845.550000 sec): 3 clusters
  Score: Raw -139090.772749 + Penalty 2305.086458 = -136785.686292
  nChanged 11
		SP:Iteration 10Q (49845.570000 sec): 3 clusters
  Score: Raw -139100.842954 + Penalty 2305.086458 = -136795.756497
  nChanged 12
		SP:Iteration 11Q (49845.600000 sec): 3 clusters
  Score: Raw -139109.276649 + Penalty 2305.086458 = -136804.190192
  nChanged 6
		SP:Iteration 12Q (49845.620000 sec): 3 clusters
  Score: Raw -139112.573928 + Penalty 2305.086458 = -136807.487470
  nChanged 2
		SP:Iteration 13Q (49845.640000 sec): 3 clusters
  Score: Raw -139113.463850 + Penalty 2305.086458 = -136808.377392
  nChanged 0
		SP:Iteration 14F (49845.670000 sec): 3 clusters
  Score: Raw -139113.463850 + Penalty 2305.086458 = -136808.377392
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 100 (115804 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49846.510000 sec): 2 clusters
  Score: Raw -14451774.295283 + Penalty 1894.693838 = -14449879.601445
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49847.610000 sec): 3 clusters
  Score: Raw -14375950.183459 + Penalty 3789.387675 = -14372160.795784
  nChanged 55518
		SP:Iteration 1F (49848.680000 sec): 3 clusters
  Score: Raw -14408787.944034 + Penalty 3789.387675 = -14404998.556359
  nChanged 4038
		SP:Iteration 2Q (49849.750000 sec): 3 clusters
  Score: Raw -14409874.291329 + Penalty 3789.387675 = -14406084.903653
  nChanged 4709
		SP:Iteration 3Q (49850.860000 sec): 3 clusters
  Score: Raw -14411535.646575 + Penalty 3789.387675 = -14407746.258899
  nChanged 5962
		SP:Iteration 4F (49851.950000 sec): 3 clusters
  Score: Raw -14414347.538235 + Penalty 3789.387675 = -14410558.150559
  nChanged 7706
		SP:Iteration 5F (49853.020000 sec): 3 clusters
  Score: Raw -14419138.522514 + Penalty 3789.387675 = -14415349.134839
  nChanged 9440
		SP:Iteration 6F (49854.130000 sec): 3 clusters
  Score: Raw -14426469.274240 + Penalty 3789.387675 = -14422679.886564
  nChanged 9938
		SP:Iteration 7F (49855.230000 sec): 3 clusters
  Score: Raw -14435498.185410 + Penalty 3789.387675 = -14431708.797735
  nChanged 8309
		SP:Iteration 8F (49856.290000 sec): 3 clusters
  Score: Raw -14443766.930146 + Penalty 3789.387675 = -14439977.542471
  nChanged 5232
		SP:Iteration 9Q (49857.320000 sec): 3 clusters
  Score: Raw -14448972.664122 + Penalty 3789.387675 = -14445183.276447
  nChanged 2149
		SP:Iteration 10Q (49858.310000 sec): 3 clusters
  Score: Raw -14450998.894256 + Penalty 3789.387675 = -14447209.506580
  nChanged 657
		SP:Iteration 11Q (49859.240000 sec): 3 clusters
  Score: Raw -14451619.514007 + Penalty 3789.387675 = -14447830.126332
  nChanged 170
		SP:Iteration 12Q (49860.140000 sec): 3 clusters
  Score: Raw -14451810.974699 + Penalty 3789.387675 = -14448021.587024
  nChanged 48
		SP:Iteration 13Q (49861.020000 sec): 3 clusters
  Score: Raw -14451886.951260 + Penalty 3789.387675 = -14448097.563585
  nChanged 22
		SP:Iteration 14Q (49861.930000 sec): 3 clusters
  Score: Raw -14451918.191940 + Penalty 3789.387675 = -14448128.804265
  nChanged 12
		SP:Iteration 15Q (49862.850000 sec): 3 clusters
  Score: Raw -14451942.311651 + Penalty 3789.387675 = -14448152.923975
  nChanged 6
		SP:Iteration 16Q (49863.770000 sec): 3 clusters
  Score: Raw -14451950.566114 + Penalty 3789.387675 = -14448161.178439
  nChanged 4
		SP:Iteration 17Q (49864.700000 sec): 3 clusters
  Score: Raw -14451956.666533 + Penalty 3789.387675 = -14448167.278857
  nChanged 7
		SP:Iteration 18Q (49865.630000 sec): 3 clusters
  Score: Raw -14451966.957592 + Penalty 3789.387675 = -14448177.569917
  nChanged 4
		SP:Iteration 19Q (49866.530000 sec): 3 clusters
  Score: Raw -14451973.297258 + Penalty 3789.387675 = -14448183.909582
  nChanged 2
		SP:Iteration 20F (49867.590000 sec): 3 clusters
  Score: Raw -14451976.542438 + Penalty 3789.387675 = -14448187.154763
  nChanged 1
		SP:Iteration 21Q (49868.470000 sec): 3 clusters
  Score: Raw -14451978.142401 + Penalty 3789.387675 = -14448188.754725
  nChanged 2
		SP:Iteration 22Q (49869.370000 sec): 3 clusters
  Score: Raw -14451979.700708 + Penalty 3789.387675 = -14448190.313033
  nChanged 0
		SP:Iteration 23F (49870.470000 sec): 3 clusters
  Score: Raw -14451979.700708 + Penalty 3789.387675 = -14448190.313033
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 101 (63608 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49870.900000 sec): 2 clusters
  Score: Raw -7927983.009402 + Penalty 1797.330361 = -7926185.679041
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49871.470000 sec): 3 clusters
  Score: Raw -7887259.499130 + Penalty 3594.660721 = -7883664.838409
  nChanged 30112
		SP:Iteration 1F (49872.030000 sec): 3 clusters
  Score: Raw -7904451.812683 + Penalty 3594.660721 = -7900857.151961
  nChanged 2467
		SP:Iteration 2Q (49872.610000 sec): 3 clusters
  Score: Raw -7905114.319152 + Penalty 3594.660721 = -7901519.658430
  nChanged 2450
		SP:Iteration 3Q (49873.170000 sec): 3 clusters
  Score: Raw -7905842.630282 + Penalty 3594.660721 = -7902247.969560
  nChanged 2707
		SP:Iteration 4Q (49873.750000 sec): 3 clusters
  Score: Raw -7906749.078504 + Penalty 3594.660721 = -7903154.417782
  nChanged 2965
		SP:Iteration 5Q (49874.330000 sec): 3 clusters
  Score: Raw -7907867.446652 + Penalty 3594.660721 = -7904272.785931
  nChanged 3263
		SP:Iteration 6F (49874.890000 sec): 3 clusters
  Score: Raw -7909181.640592 + Penalty 3594.660721 = -7905586.979870
  nChanged 3339
		SP:Iteration 7F (49875.450000 sec): 3 clusters
  Score: Raw -7910566.854064 + Penalty 3594.660721 = -7906972.193343
  nChanged 3318
		SP:Iteration 8F (49876.030000 sec): 3 clusters
  Score: Raw -7912024.366869 + Penalty 3594.660721 = -7908429.706148
  nChanged 3213
		SP:Iteration 9F (49876.590000 sec): 3 clusters
  Score: Raw -7913622.554717 + Penalty 3594.660721 = -7910027.893996
  nChanged 3416
		SP:Iteration 10F (49877.170000 sec): 3 clusters
  Score: Raw -7915673.292988 + Penalty 3594.660721 = -7912078.632266
  nChanged 3578
		SP:Iteration 11F (49877.720000 sec): 3 clusters
  Score: Raw -7918158.806919 + Penalty 3594.660721 = -7914564.146198
  nChanged 3676
		SP:Iteration 12F (49878.280000 sec): 3 clusters
  Score: Raw -7921156.812732 + Penalty 3594.660721 = -7917562.152010
  nChanged 3171
		SP:Iteration 13Q (49878.850000 sec): 3 clusters
  Score: Raw -7924028.166930 + Penalty 3594.660721 = -7920433.506208
  nChanged 2291
		SP:Iteration 14Q (49879.410000 sec): 3 clusters
  Score: Raw -7926194.950653 + Penalty 3594.660721 = -7922600.289931
  nChanged 1228
		SP:Iteration 15Q (49879.950000 sec): 3 clusters
  Score: Raw -7927326.100074 + Penalty 3594.660721 = -7923731.439352
  nChanged 522
		SP:Iteration 16Q (49880.490000 sec): 3 clusters
  Score: Raw -7927798.717893 + Penalty 3594.660721 = -7924204.057172
  nChanged 208
		SP:Iteration 17Q (49881.030000 sec): 3 clusters
  Score: Raw -7928006.152643 + Penalty 3594.660721 = -7924411.491921
  nChanged 87
		SP:Iteration 18Q (49881.520000 sec): 3 clusters
  Score: Raw -7928103.490158 + Penalty 3594.660721 = -7924508.829437
  nChanged 48
		SP:Iteration 19Q (49882.050000 sec): 3 clusters
  Score: Raw -7928161.046202 + Penalty 3594.660721 = -7924566.385480
  nChanged 27
		SP:Iteration 20F (49882.650000 sec): 3 clusters
  Score: Raw -7928193.274255 + Penalty 3594.660721 = -7924598.613533
  nChanged 19
		SP:Iteration 21Q (49883.190000 sec): 3 clusters
  Score: Raw -7928212.906438 + Penalty 3594.660721 = -7924618.245716
  nChanged 15
		SP:Iteration 22Q (49883.730000 sec): 3 clusters
  Score: Raw -7928226.095049 + Penalty 3594.660721 = -7924631.434327
  nChanged 7
		SP:Iteration 23Q (49884.220000 sec): 3 clusters
  Score: Raw -7928234.525854 + Penalty 3594.660721 = -7924639.865132
  nChanged 8
		SP:Iteration 24Q (49884.760000 sec): 3 clusters
  Score: Raw -7928241.046201 + Penalty 3594.660721 = -7924646.385480
  nChanged 5
		SP:Iteration 25Q (49885.280000 sec): 3 clusters
  Score: Raw -7928244.919976 + Penalty 3594.660721 = -7924650.259254
  nChanged 8
		SP:Iteration 26Q (49885.760000 sec): 3 clusters
  Score: Raw -7928251.252627 + Penalty 3594.660721 = -7924656.591906
  nChanged 9
		SP:Iteration 27Q (49886.300000 sec): 3 clusters
  Score: Raw -7928263.410131 + Penalty 3594.660721 = -7924668.749409
  nChanged 10
		SP:Iteration 28Q (49886.790000 sec): 3 clusters
  Score: Raw -7928272.559400 + Penalty 3594.660721 = -7924677.898678
  nChanged 2
		SP:Iteration 29Q (49887.320000 sec): 3 clusters
  Score: Raw -7928275.566859 + Penalty 3594.660721 = -7924680.906137
  nChanged 2
		SP:Iteration 30Q (49887.860000 sec): 3 clusters
  Score: Raw -7928278.701140 + Penalty 3594.660721 = -7924684.040419
  nChanged 1
		SP:Iteration 31Q (49888.350000 sec): 3 clusters
  Score: Raw -7928280.183865 + Penalty 3594.660721 = -7924685.523144
  nChanged 3
		SP:Iteration 32Q (49888.880000 sec): 3 clusters
  Score: Raw -7928285.206683 + Penalty 3594.660721 = -7924690.545961
  nChanged 4
		SP:Iteration 33Q (49889.370000 sec): 3 clusters
  Score: Raw -7928289.451467 + Penalty 3594.660721 = -7924694.790746
  nChanged 3
		SP:Iteration 34Q (49889.890000 sec): 3 clusters
  Score: Raw -7928292.536801 + Penalty 3594.660721 = -7924697.876079
  nChanged 0
		SP:Iteration 35F (49890.440000 sec): 3 clusters
  Score: Raw -7928292.536801 + Penalty 3594.660721 = -7924697.876079
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 102 (5502 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49890.520000 sec): 2 clusters
  Score: Raw -652120.268208 + Penalty 1399.590878 = -650720.677330
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49890.650000 sec): 3 clusters
  Score: Raw -649268.461365 + Penalty 2799.181756 = -646469.279609
  nChanged 2213
		SP:Iteration 1F (49890.750000 sec): 3 clusters
  Score: Raw -650543.322777 + Penalty 2799.181756 = -647744.141021
  nChanged 420
		SP:Iteration 2F (49890.850000 sec): 3 clusters
  Score: Raw -650789.107939 + Penalty 2799.181756 = -647989.926183
  nChanged 340
		SP:Iteration 3F (49890.940000 sec): 3 clusters
  Score: Raw -651010.183413 + Penalty 2799.181756 = -648211.001657
  nChanged 298
		SP:Iteration 4F (49891.040000 sec): 3 clusters
  Score: Raw -651201.669834 + Penalty 2799.181756 = -648402.488078
  nChanged 261
		SP:Iteration 5Q (49891.140000 sec): 3 clusters
  Score: Raw -651380.902625 + Penalty 2799.181756 = -648581.720869
  nChanged 250
		SP:Iteration 6Q (49891.240000 sec): 3 clusters
  Score: Raw -651543.687879 + Penalty 2799.181756 = -648744.506123
  nChanged 195
		SP:Iteration 7Q (49891.330000 sec): 3 clusters
  Score: Raw -651663.095779 + Penalty 2799.181756 = -648863.914023
  nChanged 173
		SP:Iteration 8Q (49891.430000 sec): 3 clusters
  Score: Raw -651773.659544 + Penalty 2799.181756 = -648974.477788
  nChanged 166
		SP:Iteration 9Q (49891.520000 sec): 3 clusters
  Score: Raw -651896.698064 + Penalty 2799.181756 = -649097.516308
  nChanged 164
		SP:Iteration 10Q (49891.620000 sec): 3 clusters
  Score: Raw -652015.891358 + Penalty 2799.181756 = -649216.709603
  nChanged 135
		SP:Iteration 11Q (49891.710000 sec): 3 clusters
  Score: Raw -652105.317602 + Penalty 2799.181756 = -649306.135846
  nChanged 112
		SP:Iteration 12Q (49891.810000 sec): 3 clusters
  Score: Raw -652167.716895 + Penalty 2799.181756 = -649368.535139
  nChanged 89
		SP:Iteration 13Q (49891.900000 sec): 3 clusters
  Score: Raw -652214.641148 + Penalty 2799.181756 = -649415.459392
  nChanged 83
		SP:Iteration 14Q (49892.000000 sec): 3 clusters
  Score: Raw -652264.024904 + Penalty 2799.181756 = -649464.843148
  nChanged 69
		SP:Iteration 15Q (49892.090000 sec): 3 clusters
  Score: Raw -652296.257767 + Penalty 2799.181756 = -649497.076011
  nChanged 60
		SP:Iteration 16Q (49892.180000 sec): 3 clusters
  Score: Raw -652323.090324 + Penalty 2799.181756 = -649523.908568
  nChanged 42
		SP:Iteration 17Q (49892.280000 sec): 3 clusters
  Score: Raw -652341.756326 + Penalty 2799.181756 = -649542.574570
  nChanged 37
		SP:Iteration 18Q (49892.370000 sec): 3 clusters
  Score: Raw -652358.035988 + Penalty 2799.181756 = -649558.854232
  nChanged 33
		SP:Iteration 19Q (49892.460000 sec): 3 clusters
  Score: Raw -652371.323249 + Penalty 2799.181756 = -649572.141493
  nChanged 23
		SP:Iteration 20F (49892.560000 sec): 3 clusters
  Score: Raw -652379.819195 + Penalty 2799.181756 = -649580.637439
  nChanged 16
		SP:Iteration 21Q (49892.650000 sec): 3 clusters
  Score: Raw -652384.843959 + Penalty 2799.181756 = -649585.662203
  nChanged 12
		SP:Iteration 22Q (49892.750000 sec): 3 clusters
  Score: Raw -652388.583820 + Penalty 2799.181756 = -649589.402064
  nChanged 11
		SP:Iteration 23Q (49892.840000 sec): 3 clusters
  Score: Raw -652390.789269 + Penalty 2799.181756 = -649591.607513
  nChanged 5
		SP:Iteration 24Q (49892.930000 sec): 3 clusters
  Score: Raw -652391.794724 + Penalty 2799.181756 = -649592.612968
  nChanged 2
		SP:Iteration 25Q (49893.020000 sec): 3 clusters
  Score: Raw -652392.223102 + Penalty 2799.181756 = -649593.041346
  nChanged 0
		SP:Iteration 26F (49893.120000 sec): 3 clusters
  Score: Raw -652392.223102 + Penalty 2799.181756 = -649593.041346
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 103 (3410 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49893.200000 sec): 2 clusters
  Score: Raw -383996.669616 + Penalty 1321.850980 = -382674.818636
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49893.260000 sec): 3 clusters
  Score: Raw -382332.990532 + Penalty 2643.701960 = -379689.288572
  nChanged 1328
		SP:Iteration 1F (49893.330000 sec): 3 clusters
  Score: Raw -383068.266889 + Penalty 2643.701960 = -380424.564929
  nChanged 300
		SP:Iteration 2F (49893.400000 sec): 3 clusters
  Score: Raw -383275.754804 + Penalty 2643.701960 = -380632.052844
  nChanged 206
		SP:Iteration 3F (49893.460000 sec): 3 clusters
  Score: Raw -383459.368870 + Penalty 2643.701960 = -380815.666910
  nChanged 189
		SP:Iteration 4F (49893.520000 sec): 3 clusters
  Score: Raw -383652.388586 + Penalty 2643.701960 = -381008.686626
  nChanged 195
		SP:Iteration 5F (49893.580000 sec): 3 clusters
  Score: Raw -383853.400550 + Penalty 2643.701960 = -381209.698590
  nChanged 192
		SP:Iteration 6F (49893.640000 sec): 3 clusters
  Score: Raw -384015.302025 + Penalty 2643.701960 = -381371.600065
  nChanged 179
		SP:Iteration 7F (49893.700000 sec): 3 clusters
  Score: Raw -384149.050353 + Penalty 2643.701960 = -381505.348392
  nChanged 153
		SP:Iteration 8Q (49893.760000 sec): 3 clusters
  Score: Raw -384243.881699 + Penalty 2643.701960 = -381600.179739
  nChanged 110
		SP:Iteration 9Q (49893.830000 sec): 3 clusters
  Score: Raw -384312.285401 + Penalty 2643.701960 = -381668.583441
  nChanged 97
		SP:Iteration 10Q (49893.890000 sec): 3 clusters
  Score: Raw -384368.507541 + Penalty 2643.701960 = -381724.805580
  nChanged 69
		SP:Iteration 11Q (49893.950000 sec): 3 clusters
  Score: Raw -384403.000926 + Penalty 2643.701960 = -381759.298966
  nChanged 57
		SP:Iteration 12Q (49894.010000 sec): 3 clusters
  Score: Raw -384428.734796 + Penalty 2643.701960 = -381785.032836
  nChanged 43
		SP:Iteration 13Q (49894.070000 sec): 3 clusters
  Score: Raw -384448.445209 + Penalty 2643.701960 = -381804.743249
  nChanged 31
		SP:Iteration 14Q (49894.130000 sec): 3 clusters
  Score: Raw -384463.128668 + Penalty 2643.701960 = -381819.426708
  nChanged 28
		SP:Iteration 15Q (49894.200000 sec): 3 clusters
  Score: Raw -384473.522548 + Penalty 2643.701960 = -381829.820588
  nChanged 17
		SP:Iteration 16Q (49894.260000 sec): 3 clusters
  Score: Raw -384479.633432 + Penalty 2643.701960 = -381835.931472
  nChanged 18
		SP:Iteration 17Q (49894.320000 sec): 3 clusters
  Score: Raw -384485.367671 + Penalty 2643.701960 = -381841.665711
  nChanged 13
		SP:Iteration 18Q (49894.380000 sec): 3 clusters
  Score: Raw -384490.241700 + Penalty 2643.701960 = -381846.539740
  nChanged 14
		SP:Iteration 19Q (49894.440000 sec): 3 clusters
  Score: Raw -384494.683957 + Penalty 2643.701960 = -381850.981997
  nChanged 12
		SP:Iteration 20F (49894.500000 sec): 3 clusters
  Score: Raw -384499.684523 + Penalty 2643.701960 = -381855.982562
  nChanged 11
		SP:Iteration 21Q (49894.560000 sec): 3 clusters
  Score: Raw -384504.856281 + Penalty 2643.701960 = -381861.154321
  nChanged 15
		SP:Iteration 22Q (49894.620000 sec): 3 clusters
  Score: Raw -384511.894695 + Penalty 2643.701960 = -381868.192735
  nChanged 15
		SP:Iteration 23Q (49894.680000 sec): 3 clusters
  Score: Raw -384516.446767 + Penalty 2643.701960 = -381872.744807
  nChanged 10
		SP:Iteration 24Q (49894.750000 sec): 3 clusters
  Score: Raw -384518.906077 + Penalty 2643.701960 = -381875.204116
  nChanged 11
		SP:Iteration 25Q (49894.810000 sec): 3 clusters
  Score: Raw -384522.515008 + Penalty 2643.701960 = -381878.813047
  nChanged 9
		SP:Iteration 26Q (49894.870000 sec): 3 clusters
  Score: Raw -384525.817283 + Penalty 2643.701960 = -381882.115323
  nChanged 9
		SP:Iteration 27Q (49894.930000 sec): 3 clusters
  Score: Raw -384528.334230 + Penalty 2643.701960 = -381884.632269
  nChanged 10
		SP:Iteration 28Q (49894.990000 sec): 3 clusters
  Score: Raw -384531.325725 + Penalty 2643.701960 = -381887.623764
  nChanged 7
		SP:Iteration 29Q (49895.050000 sec): 3 clusters
  Score: Raw -384533.905786 + Penalty 2643.701960 = -381890.203825
  nChanged 8
		SP:Iteration 30Q (49895.110000 sec): 3 clusters
  Score: Raw -384536.575734 + Penalty 2643.701960 = -381892.873773
  nChanged 7
		SP:Iteration 31Q (49895.180000 sec): 3 clusters
  Score: Raw -384539.021421 + Penalty 2643.701960 = -381895.319460
  nChanged 7
		SP:Iteration 32Q (49895.240000 sec): 3 clusters
  Score: Raw -384540.993385 + Penalty 2643.701960 = -381897.291425
  nChanged 3
		SP:Iteration 33Q (49895.300000 sec): 3 clusters
  Score: Raw -384541.997508 + Penalty 2643.701960 = -381898.295548
  nChanged 3
		SP:Iteration 34Q (49895.360000 sec): 3 clusters
  Score: Raw -384542.837499 + Penalty 2643.701960 = -381899.135539
  nChanged 3
		SP:Iteration 35Q (49895.420000 sec): 3 clusters
  Score: Raw -384543.620667 + Penalty 2643.701960 = -381899.918706
  nChanged 4
		SP:Iteration 36Q (49895.480000 sec): 3 clusters
  Score: Raw -384544.857953 + Penalty 2643.701960 = -381901.155993
  nChanged 4
		SP:Iteration 37Q (49895.540000 sec): 3 clusters
  Score: Raw -384546.334382 + Penalty 2643.701960 = -381902.632422
  nChanged 1
		SP:Iteration 38Q (49895.600000 sec): 3 clusters
  Score: Raw -384547.900169 + Penalty 2643.701960 = -381904.198209
  nChanged 4
		SP:Iteration 39Q (49895.660000 sec): 3 clusters
  Score: Raw -384549.506108 + Penalty 2643.701960 = -381905.804148
  nChanged 6
		SP:Iteration 40F (49895.720000 sec): 3 clusters
  Score: Raw -384551.332124 + Penalty 2643.701960 = -381907.630163
  nChanged 3
		SP:Iteration 41Q (49895.790000 sec): 3 clusters
  Score: Raw -384552.151034 + Penalty 2643.701960 = -381908.449074
  nChanged 1
		SP:Iteration 42Q (49895.850000 sec): 3 clusters
  Score: Raw -384552.292383 + Penalty 2643.701960 = -381908.590423
  nChanged 1
		SP:Iteration 43Q (49895.910000 sec): 3 clusters
  Score: Raw -384552.855754 + Penalty 2643.701960 = -381909.153793
  nChanged 1
		SP:Iteration 44Q (49895.970000 sec): 3 clusters
  Score: Raw -384553.255133 + Penalty 2643.701960 = -381909.553173
  nChanged 1
		SP:Iteration 45Q (49896.030000 sec): 3 clusters
  Score: Raw -384553.785957 + Penalty 2643.701960 = -381910.083997
  nChanged 1
		SP:Iteration 46Q (49896.090000 sec): 3 clusters
  Score: Raw -384554.307007 + Penalty 2643.701960 = -381910.605046
  nChanged 1
		SP:Iteration 47Q (49896.150000 sec): 3 clusters
  Score: Raw -384554.570632 + Penalty 2643.701960 = -381910.868671
  nChanged 0
		SP:Iteration 48F (49896.220000 sec): 3 clusters
  Score: Raw -384554.570632 + Penalty 2643.701960 = -381910.868671
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 105 (2573 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49896.280000 sec): 2 clusters
  Score: Raw -304000.639663 + Penalty 1276.084519 = -302724.555144
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49896.330000 sec): 3 clusters
  Score: Raw -302844.482658 + Penalty 2552.169039 = -300292.313619
  nChanged 962
		SP:Iteration 1F (49896.380000 sec): 3 clusters
  Score: Raw -303567.525520 + Penalty 2552.169039 = -301015.356481
  nChanged 247
		SP:Iteration 2F (49896.430000 sec): 3 clusters
  Score: Raw -303791.200884 + Penalty 2552.169039 = -301239.031845
  nChanged 168
		SP:Iteration 3F (49896.480000 sec): 3 clusters
  Score: Raw -303958.692300 + Penalty 2552.169039 = -301406.523261
  nChanged 147
		SP:Iteration 4F (49896.520000 sec): 3 clusters
  Score: Raw -304097.347118 + Penalty 2552.169039 = -301545.178079
  nChanged 121
		SP:Iteration 5Q (49896.570000 sec): 3 clusters
  Score: Raw -304214.817372 + Penalty 2552.169039 = -301662.648333
  nChanged 88
		SP:Iteration 6Q (49896.620000 sec): 3 clusters
  Score: Raw -304288.568048 + Penalty 2552.169039 = -301736.399009
  nChanged 64
		SP:Iteration 7Q (49896.670000 sec): 3 clusters
  Score: Raw -304354.234409 + Penalty 2552.169039 = -301802.065370
  nChanged 66
		SP:Iteration 8Q (49896.710000 sec): 3 clusters
  Score: Raw -304409.675098 + Penalty 2552.169039 = -301857.506059
  nChanged 40
		SP:Iteration 9Q (49896.760000 sec): 3 clusters
  Score: Raw -304437.665250 + Penalty 2552.169039 = -301885.496211
  nChanged 43
		SP:Iteration 10Q (49896.810000 sec): 3 clusters
  Score: Raw -304469.769332 + Penalty 2552.169039 = -301917.600293
  nChanged 41
		SP:Iteration 11Q (49896.850000 sec): 3 clusters
  Score: Raw -304500.720446 + Penalty 2552.169039 = -301948.551407
  nChanged 33
		SP:Iteration 12Q (49896.900000 sec): 3 clusters
  Score: Raw -304521.897166 + Penalty 2552.169039 = -301969.728127
  nChanged 23
		SP:Iteration 13Q (49896.950000 sec): 3 clusters
  Score: Raw -304536.305755 + Penalty 2552.169039 = -301984.136716
  nChanged 24
		SP:Iteration 14Q (49896.990000 sec): 3 clusters
  Score: Raw -304551.119478 + Penalty 2552.169039 = -301998.950439
  nChanged 23
		SP:Iteration 15Q (49897.040000 sec): 3 clusters
  Score: Raw -304566.184187 + Penalty 2552.169039 = -302014.015148
  nChanged 19
		SP:Iteration 16Q (49897.090000 sec): 3 clusters
  Score: Raw -304577.594453 + Penalty 2552.169039 = -302025.425414
  nChanged 10
		SP:Iteration 17Q (49897.130000 sec): 3 clusters
  Score: Raw -304583.282188 + Penalty 2552.169039 = -302031.113149
  nChanged 12
		SP:Iteration 18Q (49897.180000 sec): 3 clusters
  Score: Raw -304591.555498 + Penalty 2552.169039 = -302039.386459
  nChanged 7
		SP:Iteration 19Q (49897.220000 sec): 3 clusters
  Score: Raw -304596.407172 + Penalty 2552.169039 = -302044.238133
  nChanged 6
		SP:Iteration 20F (49897.270000 sec): 3 clusters
  Score: Raw -304599.938824 + Penalty 2552.169039 = -302047.769785
  nChanged 4
		SP:Iteration 21Q (49897.320000 sec): 3 clusters
  Score: Raw -304601.220489 + Penalty 2552.169039 = -302049.051450
  nChanged 6
		SP:Iteration 22Q (49897.360000 sec): 3 clusters
  Score: Raw -304605.112110 + Penalty 2552.169039 = -302052.943071
  nChanged 5
		SP:Iteration 23Q (49897.410000 sec): 3 clusters
  Score: Raw -304607.792412 + Penalty 2552.169039 = -302055.623373
  nChanged 3
		SP:Iteration 24Q (49897.460000 sec): 3 clusters
  Score: Raw -304609.575933 + Penalty 2552.169039 = -302057.406894
  nChanged 5
		SP:Iteration 25Q (49897.500000 sec): 3 clusters
  Score: Raw -304612.153048 + Penalty 2552.169039 = -302059.984009
  nChanged 4
		SP:Iteration 26Q (49897.550000 sec): 3 clusters
  Score: Raw -304613.769944 + Penalty 2552.169039 = -302061.600905
  nChanged 3
		SP:Iteration 27Q (49897.600000 sec): 3 clusters
  Score: Raw -304615.238772 + Penalty 2552.169039 = -302063.069733
  nChanged 3
		SP:Iteration 28Q (49897.640000 sec): 3 clusters
  Score: Raw -304617.140535 + Penalty 2552.169039 = -302064.971496
  nChanged 6
		SP:Iteration 29Q (49897.690000 sec): 3 clusters
  Score: Raw -304620.606198 + Penalty 2552.169039 = -302068.437159
  nChanged 3
		SP:Iteration 30Q (49897.740000 sec): 3 clusters
  Score: Raw -304621.998694 + Penalty 2552.169039 = -302069.829655
  nChanged 4
		SP:Iteration 31Q (49897.780000 sec): 3 clusters
  Score: Raw -304623.757592 + Penalty 2552.169039 = -302071.588553
  nChanged 3
		SP:Iteration 32Q (49897.830000 sec): 3 clusters
  Score: Raw -304625.243473 + Penalty 2552.169039 = -302073.074434
  nChanged 0
		SP:Iteration 33F (49897.880000 sec): 3 clusters
  Score: Raw -304625.243473 + Penalty 2552.169039 = -302073.074434
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 106 (1358 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49897.940000 sec): 2 clusters
  Score: Raw -155714.696993 + Penalty 1172.237350 = -154542.459643
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49897.960000 sec): 3 clusters
  Score: Raw -155203.980679 + Penalty 2344.474700 = -152859.505979
  nChanged 443
		SP:Iteration 1F (49897.990000 sec): 3 clusters
  Score: Raw -155544.831767 + Penalty 2344.474700 = -153200.357067
  nChanged 126
		SP:Iteration 2F (49898.020000 sec): 3 clusters
  Score: Raw -155668.873809 + Penalty 2344.474700 = -153324.399109
  nChanged 63
		SP:Iteration 3Q (49898.040000 sec): 3 clusters
  Score: Raw -155741.413865 + Penalty 2344.474700 = -153396.939164
  nChanged 63
		SP:Iteration 4Q (49898.070000 sec): 3 clusters
  Score: Raw -155818.549775 + Penalty 2344.474700 = -153474.075075
  nChanged 61
		SP:Iteration 5Q (49898.090000 sec): 3 clusters
  Score: Raw -155896.515025 + Penalty 2344.474700 = -153552.040325
  nChanged 55
		SP:Iteration 6Q (49898.120000 sec): 3 clusters
  Score: Raw -155972.757028 + Penalty 2344.474700 = -153628.282328
  nChanged 54
		SP:Iteration 7Q (49898.140000 sec): 3 clusters
  Score: Raw -156078.736395 + Penalty 2344.474700 = -153734.261695
  nChanged 59
		SP:Iteration 8Q (49898.170000 sec): 3 clusters
  Score: Raw -156225.423738 + Penalty 2344.474700 = -153880.949037
  nChanged 60
		SP:Iteration 9Q (49898.190000 sec): 3 clusters
  Score: Raw -156392.253397 + Penalty 2344.474700 = -154047.778697
  nChanged 56
		SP:Iteration 10Q (49898.220000 sec): 3 clusters
  Score: Raw -156568.810323 + Penalty 2344.474700 = -154224.335623
  nChanged 42
		SP:Iteration 11Q (49898.240000 sec): 3 clusters
  Score: Raw -156628.847455 + Penalty 2344.474700 = -154284.372755
  nChanged 20
		SP:Iteration 12Q (49898.270000 sec): 3 clusters
  Score: Raw -156659.534368 + Penalty 2344.474700 = -154315.059668
  nChanged 18
		SP:Iteration 13Q (49898.290000 sec): 3 clusters
  Score: Raw -156680.246885 + Penalty 2344.474700 = -154335.772185
  nChanged 11
		SP:Iteration 14Q (49898.320000 sec): 3 clusters
  Score: Raw -156689.383916 + Penalty 2344.474700 = -154344.909216
  nChanged 7
		SP:Iteration 15Q (49898.340000 sec): 3 clusters
  Score: Raw -156695.611043 + Penalty 2344.474700 = -154351.136343
  nChanged 7
		SP:Iteration 16Q (49898.360000 sec): 3 clusters
  Score: Raw -156702.616022 + Penalty 2344.474700 = -154358.141322
  nChanged 7
		SP:Iteration 17Q (49898.390000 sec): 3 clusters
  Score: Raw -156707.767556 + Penalty 2344.474700 = -154363.292856
  nChanged 3
		SP:Iteration 18Q (49898.410000 sec): 3 clusters
  Score: Raw -156708.905931 + Penalty 2344.474700 = -154364.431231
  nChanged 0
		SP:Iteration 19F (49898.440000 sec): 3 clusters
  Score: Raw -156708.905931 + Penalty 2344.474700 = -154364.431231
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 107 (5674 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49898.520000 sec): 2 clusters
  Score: Raw -699361.046884 + Penalty 1404.593062 = -697956.453821
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49898.650000 sec): 3 clusters
  Score: Raw -696311.444374 + Penalty 2809.186125 = -693502.258249
  nChanged 2315
		SP:Iteration 1F (49898.750000 sec): 3 clusters
  Score: Raw -697772.619750 + Penalty 2809.186125 = -694963.433625
  nChanged 487
		SP:Iteration 2F (49898.840000 sec): 3 clusters
  Score: Raw -698132.892762 + Penalty 2809.186125 = -695323.706637
  nChanged 415
		SP:Iteration 3F (49898.940000 sec): 3 clusters
  Score: Raw -698458.381465 + Penalty 2809.186125 = -695649.195340
  nChanged 382
		SP:Iteration 4F (49899.030000 sec): 3 clusters
  Score: Raw -698752.175065 + Penalty 2809.186125 = -695942.988940
  nChanged 322
		SP:Iteration 5F (49899.130000 sec): 3 clusters
  Score: Raw -698965.741357 + Penalty 2809.186125 = -696156.555232
  nChanged 252
		SP:Iteration 6Q (49899.230000 sec): 3 clusters
  Score: Raw -699118.942172 + Penalty 2809.186125 = -696309.756047
  nChanged 187
		SP:Iteration 7Q (49899.320000 sec): 3 clusters
  Score: Raw -699223.420327 + Penalty 2809.186125 = -696414.234202
  nChanged 135
		SP:Iteration 8Q (49899.420000 sec): 3 clusters
  Score: Raw -699286.288500 + Penalty 2809.186125 = -696477.102375
  nChanged 102
		SP:Iteration 9Q (49899.510000 sec): 3 clusters
  Score: Raw -699320.912188 + Penalty 2809.186125 = -696511.726063
  nChanged 69
		SP:Iteration 10Q (49899.600000 sec): 3 clusters
  Score: Raw -699345.331576 + Penalty 2809.186125 = -696536.145451
  nChanged 53
		SP:Iteration 11Q (49899.700000 sec): 3 clusters
  Score: Raw -699362.473222 + Penalty 2809.186125 = -696553.287097
  nChanged 43
		SP:Iteration 12Q (49899.800000 sec): 3 clusters
  Score: Raw -699379.594933 + Penalty 2809.186125 = -696570.408808
  nChanged 49
		SP:Iteration 13Q (49899.900000 sec): 3 clusters
  Score: Raw -699392.725818 + Penalty 2809.186125 = -696583.539693
  nChanged 28
		SP:Iteration 14Q (49899.990000 sec): 3 clusters
  Score: Raw -699400.670196 + Penalty 2809.186125 = -696591.484071
  nChanged 24
		SP:Iteration 15Q (49900.090000 sec): 3 clusters
  Score: Raw -699406.025763 + Penalty 2809.186125 = -696596.839638
  nChanged 17
		SP:Iteration 16Q (49900.190000 sec): 3 clusters
  Score: Raw -699410.522404 + Penalty 2809.186125 = -696601.336279
  nChanged 15
		SP:Iteration 17Q (49900.280000 sec): 3 clusters
  Score: Raw -699413.982221 + Penalty 2809.186125 = -696604.796096
  nChanged 13
		SP:Iteration 18Q (49900.380000 sec): 3 clusters
  Score: Raw -699418.040745 + Penalty 2809.186125 = -696608.854620
  nChanged 18
		SP:Iteration 19Q (49900.470000 sec): 3 clusters
  Score: Raw -699422.298149 + Penalty 2809.186125 = -696613.112024
  nChanged 13
		SP:Iteration 20F (49900.570000 sec): 3 clusters
  Score: Raw -699426.082114 + Penalty 2809.186125 = -696616.895989
  nChanged 11
		SP:Iteration 21Q (49900.660000 sec): 3 clusters
  Score: Raw -699429.286223 + Penalty 2809.186125 = -696620.100098
  nChanged 11
		SP:Iteration 22Q (49900.760000 sec): 3 clusters
  Score: Raw -699432.163671 + Penalty 2809.186125 = -696622.977546
  nChanged 7
		SP:Iteration 23Q (49900.860000 sec): 3 clusters
  Score: Raw -699433.824564 + Penalty 2809.186125 = -696624.638439
  nChanged 5
		SP:Iteration 24Q (49900.950000 sec): 3 clusters
  Score: Raw -699434.831325 + Penalty 2809.186125 = -696625.645200
  nChanged 4
		SP:Iteration 25Q (49901.050000 sec): 3 clusters
  Score: Raw -699435.811276 + Penalty 2809.186125 = -696626.625151
  nChanged 4
		SP:Iteration 26Q (49901.150000 sec): 3 clusters
  Score: Raw -699436.879824 + Penalty 2809.186125 = -696627.693699
  nChanged 6
		SP:Iteration 27Q (49901.250000 sec): 3 clusters
  Score: Raw -699438.019692 + Penalty 2809.186125 = -696628.833567
  nChanged 3
		SP:Iteration 28Q (49901.350000 sec): 3 clusters
  Score: Raw -699438.704174 + Penalty 2809.186125 = -696629.518049
  nChanged 4
		SP:Iteration 29Q (49901.440000 sec): 3 clusters
  Score: Raw -699439.488991 + Penalty 2809.186125 = -696630.302866
  nChanged 5
		SP:Iteration 30Q (49901.540000 sec): 3 clusters
  Score: Raw -699440.135362 + Penalty 2809.186125 = -696630.949237
  nChanged 3
		SP:Iteration 31Q (49901.630000 sec): 3 clusters
  Score: Raw -699440.527623 + Penalty 2809.186125 = -696631.341498
  nChanged 3
		SP:Iteration 32Q (49901.730000 sec): 3 clusters
  Score: Raw -699440.973912 + Penalty 2809.186125 = -696631.787787
  nChanged 2
		SP:Iteration 33Q (49901.830000 sec): 3 clusters
  Score: Raw -699441.265823 + Penalty 2809.186125 = -696632.079698
  nChanged 0
		SP:Iteration 34F (49901.930000 sec): 3 clusters
  Score: Raw -699441.265823 + Penalty 2809.186125 = -696632.079698
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 108 (818 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49901.980000 sec): 2 clusters
  Score: Raw -82536.623342 + Penalty 1089.865130 = -81446.758213
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49902.000000 sec): 3 clusters
  Score: Raw -82323.048965 + Penalty 2179.730259 = -80143.318706
  nChanged 211
		SP:Iteration 1F (49902.020000 sec): 3 clusters
  Score: Raw -82532.798416 + Penalty 2179.730259 = -80353.068157
  nChanged 73
		SP:Iteration 2F (49902.040000 sec): 3 clusters
  Score: Raw -82627.244949 + Penalty 2179.730259 = -80447.514689
  nChanged 27
		SP:Iteration 3Q (49902.050000 sec): 3 clusters
  Score: Raw -82656.953788 + Penalty 2179.730259 = -80477.223529
  nChanged 17
		SP:Iteration 4Q (49902.070000 sec): 3 clusters
  Score: Raw -82671.901622 + Penalty 2179.730259 = -80492.171363
  nChanged 15
		SP:Iteration 5Q (49902.090000 sec): 3 clusters
  Score: Raw -82689.241545 + Penalty 2179.730259 = -80509.511285
  nChanged 10
		SP:Iteration 6Q (49902.100000 sec): 3 clusters
  Score: Raw -82711.350397 + Penalty 2179.730259 = -80531.620138
  nChanged 14
		SP:Iteration 7Q (49902.120000 sec): 3 clusters
  Score: Raw -82728.754292 + Penalty 2179.730259 = -80549.024033
  nChanged 15
		SP:Iteration 8Q (49902.140000 sec): 3 clusters
  Score: Raw -82756.622811 + Penalty 2179.730259 = -80576.892551
  nChanged 16
		SP:Iteration 9Q (49902.150000 sec): 3 clusters
  Score: Raw -82776.107801 + Penalty 2179.730259 = -80596.377542
  nChanged 8
		SP:Iteration 10Q (49902.170000 sec): 3 clusters
  Score: Raw -82787.877111 + Penalty 2179.730259 = -80608.146852
  nChanged 7
		SP:Iteration 11Q (49902.180000 sec): 3 clusters
  Score: Raw -82803.213915 + Penalty 2179.730259 = -80623.483656
  nChanged 9
		SP:Iteration 12Q (49902.200000 sec): 3 clusters
  Score: Raw -82814.322925 + Penalty 2179.730259 = -80634.592666
  nChanged 6
		SP:Iteration 13Q (49902.220000 sec): 3 clusters
  Score: Raw -82822.510721 + Penalty 2179.730259 = -80642.780461
  nChanged 2
		SP:Iteration 14Q (49902.230000 sec): 3 clusters
  Score: Raw -82824.864142 + Penalty 2179.730259 = -80645.133883
  nChanged 0
		SP:Iteration 15F (49902.250000 sec): 3 clusters
  Score: Raw -82824.864142 + Penalty 2179.730259 = -80645.133883
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 109 (2850 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49902.320000 sec): 2 clusters
  Score: Raw -317096.621565 + Penalty 1292.699569 = -315803.921996
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49902.370000 sec): 3 clusters
  Score: Raw -315783.156465 + Penalty 2585.399139 = -313197.757326
  nChanged 1030
		SP:Iteration 1F (49902.420000 sec): 3 clusters
  Score: Raw -316394.501689 + Penalty 2585.399139 = -313809.102550
  nChanged 236
		SP:Iteration 2F (49902.480000 sec): 3 clusters
  Score: Raw -316558.518862 + Penalty 2585.399139 = -313973.119723
  nChanged 156
		SP:Iteration 3F (49902.530000 sec): 3 clusters
  Score: Raw -316670.020056 + Penalty 2585.399139 = -314084.620917
  nChanged 124
		SP:Iteration 4Q (49902.580000 sec): 3 clusters
  Score: Raw -316756.289706 + Penalty 2585.399139 = -314170.890568
  nChanged 133
		SP:Iteration 5Q (49902.630000 sec): 3 clusters
  Score: Raw -316848.121981 + Penalty 2585.399139 = -314262.722842
  nChanged 124
		SP:Iteration 6Q (49902.690000 sec): 3 clusters
  Score: Raw -316961.796612 + Penalty 2585.399139 = -314376.397473
  nChanged 120
		SP:Iteration 7Q (49902.740000 sec): 3 clusters
  Score: Raw -317049.896604 + Penalty 2585.399139 = -314464.497465
  nChanged 92
		SP:Iteration 8Q (49902.790000 sec): 3 clusters
  Score: Raw -317101.498433 + Penalty 2585.399139 = -314516.099294
  nChanged 62
		SP:Iteration 9Q (49902.840000 sec): 3 clusters
  Score: Raw -317136.804603 + Penalty 2585.399139 = -314551.405464
  nChanged 49
		SP:Iteration 10Q (49902.890000 sec): 3 clusters
  Score: Raw -317167.694086 + Penalty 2585.399139 = -314582.294948
  nChanged 42
		SP:Iteration 11Q (49902.940000 sec): 3 clusters
  Score: Raw -317209.346625 + Penalty 2585.399139 = -314623.947486
  nChanged 62
		SP:Iteration 12Q (49902.990000 sec): 3 clusters
  Score: Raw -317263.366094 + Penalty 2585.399139 = -314677.966955
  nChanged 68
		SP:Iteration 13Q (49903.050000 sec): 3 clusters
  Score: Raw -317327.384844 + Penalty 2585.399139 = -314741.985705
  nChanged 58
		SP:Iteration 14Q (49903.100000 sec): 3 clusters
  Score: Raw -317377.132973 + Penalty 2585.399139 = -314791.733834
  nChanged 51
		SP:Iteration 15Q (49903.150000 sec): 3 clusters
  Score: Raw -317428.112248 + Penalty 2585.399139 = -314842.713109
  nChanged 52
		SP:Iteration 16Q (49903.200000 sec): 3 clusters
  Score: Raw -317467.225652 + Penalty 2585.399139 = -314881.826513
  nChanged 45
		SP:Iteration 17Q (49903.250000 sec): 3 clusters
  Score: Raw -317495.840310 + Penalty 2585.399139 = -314910.441171
  nChanged 32
		SP:Iteration 18Q (49903.300000 sec): 3 clusters
  Score: Raw -317512.535206 + Penalty 2585.399139 = -314927.136068
  nChanged 26
		SP:Iteration 19Q (49903.350000 sec): 3 clusters
  Score: Raw -317528.398989 + Penalty 2585.399139 = -314942.999850
  nChanged 21
		SP:Iteration 20F (49903.410000 sec): 3 clusters
  Score: Raw -317539.610734 + Penalty 2585.399139 = -314954.211595
  nChanged 21
		SP:Iteration 21Q (49903.460000 sec): 3 clusters
  Score: Raw -317548.111376 + Penalty 2585.399139 = -314962.712238
  nChanged 16
		SP:Iteration 22Q (49903.510000 sec): 3 clusters
  Score: Raw -317553.547933 + Penalty 2585.399139 = -314968.148794
  nChanged 11
		SP:Iteration 23Q (49903.560000 sec): 3 clusters
  Score: Raw -317559.094093 + Penalty 2585.399139 = -314973.694954
  nChanged 11
		SP:Iteration 24Q (49903.610000 sec): 3 clusters
  Score: Raw -317563.438623 + Penalty 2585.399139 = -314978.039484
  nChanged 10
		SP:Iteration 25Q (49903.660000 sec): 3 clusters
  Score: Raw -317568.954638 + Penalty 2585.399139 = -314983.555499
  nChanged 5
		SP:Iteration 26Q (49903.710000 sec): 3 clusters
  Score: Raw -317571.255276 + Penalty 2585.399139 = -314985.856138
  nChanged 2
		SP:Iteration 27Q (49903.760000 sec): 3 clusters
  Score: Raw -317573.086657 + Penalty 2585.399139 = -314987.687518
  nChanged 3
		SP:Iteration 28Q (49903.810000 sec): 3 clusters
  Score: Raw -317575.038464 + Penalty 2585.399139 = -314989.639325
  nChanged 4
		SP:Iteration 29Q (49903.870000 sec): 3 clusters
  Score: Raw -317575.939566 + Penalty 2585.399139 = -314990.540428
  nChanged 4
		SP:Iteration 30Q (49903.910000 sec): 3 clusters
  Score: Raw -317577.709439 + Penalty 2585.399139 = -314992.310300
  nChanged 4
		SP:Iteration 31Q (49903.970000 sec): 3 clusters
  Score: Raw -317579.194190 + Penalty 2585.399139 = -314993.795052
  nChanged 5
		SP:Iteration 32Q (49904.020000 sec): 3 clusters
  Score: Raw -317581.004868 + Penalty 2585.399139 = -314995.605729
  nChanged 5
		SP:Iteration 33Q (49904.070000 sec): 3 clusters
  Score: Raw -317583.245488 + Penalty 2585.399139 = -314997.846349
  nChanged 3
		SP:Iteration 34Q (49904.120000 sec): 3 clusters
  Score: Raw -317584.269672 + Penalty 2585.399139 = -314998.870533
  nChanged 2
		SP:Iteration 35Q (49904.170000 sec): 3 clusters
  Score: Raw -317584.785926 + Penalty 2585.399139 = -314999.386787
  nChanged 0
		SP:Iteration 36F (49904.220000 sec): 3 clusters
  Score: Raw -317584.785926 + Penalty 2585.399139 = -314999.386787
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 110 (1911 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49904.290000 sec): 2 clusters
  Score: Raw -212788.526824 + Penalty 1227.749566 = -211560.777258
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49904.320000 sec): 3 clusters
  Score: Raw -212010.651607 + Penalty 2455.499132 = -209555.152475
  nChanged 661
		SP:Iteration 1F (49904.360000 sec): 3 clusters
  Score: Raw -212533.474841 + Penalty 2455.499132 = -210077.975709
  nChanged 163
		SP:Iteration 2F (49904.390000 sec): 3 clusters
  Score: Raw -212700.199656 + Penalty 2455.499132 = -210244.700524
  nChanged 106
		SP:Iteration 3F (49904.430000 sec): 3 clusters
  Score: Raw -212803.055890 + Penalty 2455.499132 = -210347.556758
  nChanged 91
		SP:Iteration 4Q (49904.460000 sec): 3 clusters
  Score: Raw -212889.855529 + Penalty 2455.499132 = -210434.356397
  nChanged 83
		SP:Iteration 5Q (49904.500000 sec): 3 clusters
  Score: Raw -212971.461484 + Penalty 2455.499132 = -210515.962352
  nChanged 71
		SP:Iteration 6Q (49904.530000 sec): 3 clusters
  Score: Raw -213031.560382 + Penalty 2455.499132 = -210576.061250
  nChanged 71
		SP:Iteration 7Q (49904.570000 sec): 3 clusters
  Score: Raw -213091.974683 + Penalty 2455.499132 = -210636.475551
  nChanged 53
		SP:Iteration 8Q (49904.600000 sec): 3 clusters
  Score: Raw -213150.315374 + Penalty 2455.499132 = -210694.816242
  nChanged 53
		SP:Iteration 9Q (49904.640000 sec): 3 clusters
  Score: Raw -213217.328331 + Penalty 2455.499132 = -210761.829199
  nChanged 49
		SP:Iteration 10Q (49904.670000 sec): 3 clusters
  Score: Raw -213279.710315 + Penalty 2455.499132 = -210824.211184
  nChanged 53
		SP:Iteration 11Q (49904.710000 sec): 3 clusters
  Score: Raw -213333.463054 + Penalty 2455.499132 = -210877.963922
  nChanged 47
		SP:Iteration 12Q (49904.740000 sec): 3 clusters
  Score: Raw -213376.365742 + Penalty 2455.499132 = -210920.866610
  nChanged 28
		SP:Iteration 13Q (49904.780000 sec): 3 clusters
  Score: Raw -213399.701841 + Penalty 2455.499132 = -210944.202709
  nChanged 20
		SP:Iteration 14Q (49904.810000 sec): 3 clusters
  Score: Raw -213421.042429 + Penalty 2455.499132 = -210965.543297
  nChanged 23
		SP:Iteration 15Q (49904.850000 sec): 3 clusters
  Score: Raw -213436.060066 + Penalty 2455.499132 = -210980.560934
  nChanged 22
		SP:Iteration 16Q (49904.880000 sec): 3 clusters
  Score: Raw -213450.764640 + Penalty 2455.499132 = -210995.265508
  nChanged 17
		SP:Iteration 17Q (49904.910000 sec): 3 clusters
  Score: Raw -213466.513954 + Penalty 2455.499132 = -211011.014822
  nChanged 14
		SP:Iteration 18Q (49904.950000 sec): 3 clusters
  Score: Raw -213476.882852 + Penalty 2455.499132 = -211021.383721
  nChanged 13
		SP:Iteration 19Q (49904.980000 sec): 3 clusters
  Score: Raw -213487.325050 + Penalty 2455.499132 = -211031.825918
  nChanged 15
		SP:Iteration 20F (49905.020000 sec): 3 clusters
  Score: Raw -213498.876137 + Penalty 2455.499132 = -211043.377005
  nChanged 15
		SP:Iteration 21Q (49905.050000 sec): 3 clusters
  Score: Raw -213509.054027 + Penalty 2455.499132 = -211053.554895
  nChanged 15
		SP:Iteration 22Q (49905.090000 sec): 3 clusters
  Score: Raw -213523.303591 + Penalty 2455.499132 = -211067.804459
  nChanged 20
		SP:Iteration 23Q (49905.120000 sec): 3 clusters
  Score: Raw -213543.659150 + Penalty 2455.499132 = -211088.160018
  nChanged 17
		SP:Iteration 24Q (49905.150000 sec): 3 clusters
  Score: Raw -213557.534113 + Penalty 2455.499132 = -211102.034981
  nChanged 13
		SP:Iteration 25Q (49905.190000 sec): 3 clusters
  Score: Raw -213570.162948 + Penalty 2455.499132 = -211114.663816
  nChanged 11
		SP:Iteration 26Q (49905.220000 sec): 3 clusters
  Score: Raw -213582.752434 + Penalty 2455.499132 = -211127.253303
  nChanged 9
		SP:Iteration 27Q (49905.250000 sec): 3 clusters
  Score: Raw -213588.787779 + Penalty 2455.499132 = -211133.288647
  nChanged 8
		SP:Iteration 28Q (49905.290000 sec): 3 clusters
  Score: Raw -213595.755489 + Penalty 2455.499132 = -211140.256357
  nChanged 12
		SP:Iteration 29Q (49905.320000 sec): 3 clusters
  Score: Raw -213606.861008 + Penalty 2455.499132 = -211151.361876
  nChanged 13
		SP:Iteration 30Q (49905.360000 sec): 3 clusters
  Score: Raw -213615.503756 + Penalty 2455.499132 = -211160.004624
  nChanged 7
		SP:Iteration 31Q (49905.390000 sec): 3 clusters
  Score: Raw -213620.213355 + Penalty 2455.499132 = -211164.714223
  nChanged 8
		SP:Iteration 32Q (49905.420000 sec): 3 clusters
  Score: Raw -213624.482154 + Penalty 2455.499132 = -211168.983023
  nChanged 3
		SP:Iteration 33Q (49905.460000 sec): 3 clusters
  Score: Raw -213629.605216 + Penalty 2455.499132 = -211174.106084
  nChanged 9
		SP:Iteration 34Q (49905.490000 sec): 3 clusters
  Score: Raw -213638.744900 + Penalty 2455.499132 = -211183.245769
  nChanged 8
		SP:Iteration 35Q (49905.530000 sec): 3 clusters
  Score: Raw -213642.264174 + Penalty 2455.499132 = -211186.765042
  nChanged 5
		SP:Iteration 36Q (49905.560000 sec): 3 clusters
  Score: Raw -213646.926102 + Penalty 2455.499132 = -211191.426970
  nChanged 6
		SP:Iteration 37Q (49905.590000 sec): 3 clusters
  Score: Raw -213650.844388 + Penalty 2455.499132 = -211195.345256
  nChanged 2
		SP:Iteration 38Q (49905.630000 sec): 3 clusters
  Score: Raw -213651.214574 + Penalty 2455.499132 = -211195.715442
  nChanged 1
		SP:Iteration 39Q (49905.660000 sec): 3 clusters
  Score: Raw -213651.468784 + Penalty 2455.499132 = -211195.969652
  nChanged 0
		SP:Iteration 40F (49905.690000 sec): 3 clusters
  Score: Raw -213651.468784 + Penalty 2455.499132 = -211195.969652
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 111 (1313 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49905.750000 sec): 2 clusters
  Score: Raw -132109.874327 + Penalty 1166.761355 = -130943.112973
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49905.780000 sec): 3 clusters
  Score: Raw -131664.888739 + Penalty 2333.522709 = -129331.366030
  nChanged 456
		SP:Iteration 1F (49905.810000 sec): 3 clusters
  Score: Raw -132184.905024 + Penalty 2333.522709 = -129851.382315
  nChanged 116
		SP:Iteration 2F (49905.830000 sec): 3 clusters
  Score: Raw -132329.563842 + Penalty 2333.522709 = -129996.041133
  nChanged 66
		SP:Iteration 3F (49905.860000 sec): 3 clusters
  Score: Raw -132403.998143 + Penalty 2333.522709 = -130070.475433
  nChanged 49
		SP:Iteration 4Q (49905.880000 sec): 3 clusters
  Score: Raw -132468.024200 + Penalty 2333.522709 = -130134.501491
  nChanged 35
		SP:Iteration 5Q (49905.910000 sec): 3 clusters
  Score: Raw -132508.426000 + Penalty 2333.522709 = -130174.903291
  nChanged 23
		SP:Iteration 6Q (49905.930000 sec): 3 clusters
  Score: Raw -132540.596836 + Penalty 2333.522709 = -130207.074126
  nChanged 24
		SP:Iteration 7Q (49905.950000 sec): 3 clusters
  Score: Raw -132560.390518 + Penalty 2333.522709 = -130226.867809
  nChanged 16
		SP:Iteration 8Q (49905.980000 sec): 3 clusters
  Score: Raw -132582.658410 + Penalty 2333.522709 = -130249.135700
  nChanged 14
		SP:Iteration 9Q (49906.000000 sec): 3 clusters
  Score: Raw -132597.921479 + Penalty 2333.522709 = -130264.398770
  nChanged 12
		SP:Iteration 10Q (49906.030000 sec): 3 clusters
  Score: Raw -132609.474848 + Penalty 2333.522709 = -130275.952138
  nChanged 16
		SP:Iteration 11Q (49906.050000 sec): 3 clusters
  Score: Raw -132620.344673 + Penalty 2333.522709 = -130286.821964
  nChanged 5
		SP:Iteration 12Q (49906.070000 sec): 3 clusters
  Score: Raw -132622.962958 + Penalty 2333.522709 = -130289.440249
  nChanged 1
		SP:Iteration 13Q (49906.100000 sec): 3 clusters
  Score: Raw -132623.330294 + Penalty 2333.522709 = -130289.807585
  nChanged 0
		SP:Iteration 14F (49906.120000 sec): 3 clusters
  Score: Raw -132623.330294 + Penalty 2333.522709 = -130289.807585
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 112 (1212 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49906.180000 sec): 2 clusters
  Score: Raw -138033.933757 + Penalty 1153.754415 = -136880.179342
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49906.210000 sec): 3 clusters
  Score: Raw -137624.073603 + Penalty 2307.508829 = -135316.564774
  nChanged 392
		SP:Iteration 1F (49906.230000 sec): 3 clusters
  Score: Raw -137998.064561 + Penalty 2307.508829 = -135690.555732
  nChanged 115
		SP:Iteration 2F (49906.250000 sec): 3 clusters
  Score: Raw -138141.641106 + Penalty 2307.508829 = -135834.132277
  nChanged 66
		SP:Iteration 3F (49906.280000 sec): 3 clusters
  Score: Raw -138211.516014 + Penalty 2307.508829 = -135904.007185
  nChanged 57
		SP:Iteration 4Q (49906.300000 sec): 3 clusters
  Score: Raw -138278.010501 + Penalty 2307.508829 = -135970.501671
  nChanged 46
		SP:Iteration 5Q (49906.320000 sec): 3 clusters
  Score: Raw -138350.526694 + Penalty 2307.508829 = -136043.017865
  nChanged 34
		SP:Iteration 6Q (49906.340000 sec): 3 clusters
  Score: Raw -138411.936033 + Penalty 2307.508829 = -136104.427204
  nChanged 36
		SP:Iteration 7Q (49906.370000 sec): 3 clusters
  Score: Raw -138469.750954 + Penalty 2307.508829 = -136162.242125
  nChanged 25
		SP:Iteration 8Q (49906.390000 sec): 3 clusters
  Score: Raw -138533.203312 + Penalty 2307.508829 = -136225.694482
  nChanged 32
		SP:Iteration 9Q (49906.410000 sec): 3 clusters
  Score: Raw -138629.587256 + Penalty 2307.508829 = -136322.078427
  nChanged 39
		SP:Iteration 10Q (49906.430000 sec): 3 clusters
  Score: Raw -138741.903129 + Penalty 2307.508829 = -136434.394300
  nChanged 28
		SP:Iteration 11Q (49906.450000 sec): 3 clusters
  Score: Raw -138798.239182 + Penalty 2307.508829 = -136490.730353
  nChanged 14
		SP:Iteration 12Q (49906.480000 sec): 3 clusters
  Score: Raw -138818.150692 + Penalty 2307.508829 = -136510.641862
  nChanged 12
		SP:Iteration 13Q (49906.500000 sec): 3 clusters
  Score: Raw -138835.721869 + Penalty 2307.508829 = -136528.213040
  nChanged 6
		SP:Iteration 14Q (49906.520000 sec): 3 clusters
  Score: Raw -138843.493981 + Penalty 2307.508829 = -136535.985152
  nChanged 4
		SP:Iteration 15Q (49906.540000 sec): 3 clusters
  Score: Raw -138846.585979 + Penalty 2307.508829 = -136539.077150
  nChanged 3
		SP:Iteration 16Q (49906.560000 sec): 3 clusters
  Score: Raw -138848.912863 + Penalty 2307.508829 = -136541.404033
  nChanged 1
		SP:Iteration 17Q (49906.580000 sec): 3 clusters
  Score: Raw -138849.313699 + Penalty 2307.508829 = -136541.804870
  nChanged 0
		SP:Iteration 18F (49906.610000 sec): 3 clusters
  Score: Raw -138849.313699 + Penalty 2307.508829 = -136541.804870
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 113 (4061 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49906.680000 sec): 2 clusters
  Score: Raw -468824.281182 + Penalty 1350.242486 = -467474.038697
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49906.770000 sec): 3 clusters
  Score: Raw -466849.175279 + Penalty 2700.484971 = -464148.690308
  nChanged 1589
		SP:Iteration 1F (49906.850000 sec): 3 clusters
  Score: Raw -467867.962919 + Penalty 2700.484971 = -465167.477947
  nChanged 347
		SP:Iteration 2F (49906.920000 sec): 3 clusters
  Score: Raw -468177.500790 + Penalty 2700.484971 = -465477.015819
  nChanged 331
		SP:Iteration 3F (49907.000000 sec): 3 clusters
  Score: Raw -468455.050363 + Penalty 2700.484971 = -465754.565391
  nChanged 277
		SP:Iteration 4F (49907.070000 sec): 3 clusters
  Score: Raw -468678.640966 + Penalty 2700.484971 = -465978.155995
  nChanged 229
		SP:Iteration 5F (49907.140000 sec): 3 clusters
  Score: Raw -468840.043946 + Penalty 2700.484971 = -466139.558974
  nChanged 165
		SP:Iteration 6Q (49907.220000 sec): 3 clusters
  Score: Raw -468942.458879 + Penalty 2700.484971 = -466241.973908
  nChanged 123
		SP:Iteration 7Q (49907.290000 sec): 3 clusters
  Score: Raw -469006.834864 + Penalty 2700.484971 = -466306.349892
  nChanged 82
		SP:Iteration 8Q (49907.360000 sec): 3 clusters
  Score: Raw -469064.680720 + Penalty 2700.484971 = -466364.195749
  nChanged 69
		SP:Iteration 9Q (49907.440000 sec): 3 clusters
  Score: Raw -469099.364018 + Penalty 2700.484971 = -466398.879047
  nChanged 49
		SP:Iteration 10Q (49907.510000 sec): 3 clusters
  Score: Raw -469121.692017 + Penalty 2700.484971 = -466421.207046
  nChanged 45
		SP:Iteration 11Q (49907.580000 sec): 3 clusters
  Score: Raw -469138.665220 + Penalty 2700.484971 = -466438.180248
  nChanged 27
		SP:Iteration 12Q (49907.660000 sec): 3 clusters
  Score: Raw -469150.380493 + Penalty 2700.484971 = -466449.895521
  nChanged 24
		SP:Iteration 13Q (49907.730000 sec): 3 clusters
  Score: Raw -469160.467686 + Penalty 2700.484971 = -466459.982714
  nChanged 27
		SP:Iteration 14Q (49907.800000 sec): 3 clusters
  Score: Raw -469173.135556 + Penalty 2700.484971 = -466472.650584
  nChanged 21
		SP:Iteration 15Q (49907.870000 sec): 3 clusters
  Score: Raw -469180.677395 + Penalty 2700.484971 = -466480.192423
  nChanged 13
		SP:Iteration 16Q (49907.950000 sec): 3 clusters
  Score: Raw -469184.972485 + Penalty 2700.484971 = -466484.487513
  nChanged 11
		SP:Iteration 17Q (49908.020000 sec): 3 clusters
  Score: Raw -469188.303095 + Penalty 2700.484971 = -466487.818123
  nChanged 7
		SP:Iteration 18Q (49908.090000 sec): 3 clusters
  Score: Raw -469189.660571 + Penalty 2700.484971 = -466489.175600
  nChanged 5
		SP:Iteration 19Q (49908.170000 sec): 3 clusters
  Score: Raw -469190.678160 + Penalty 2700.484971 = -466490.193189
  nChanged 2
		SP:Iteration 20F (49908.240000 sec): 3 clusters
  Score: Raw -469191.353626 + Penalty 2700.484971 = -466490.868655
  nChanged 3
		SP:Iteration 21Q (49908.310000 sec): 3 clusters
  Score: Raw -469191.973902 + Penalty 2700.484971 = -466491.488931
  nChanged 4
		SP:Iteration 22Q (49908.390000 sec): 3 clusters
  Score: Raw -469193.086921 + Penalty 2700.484971 = -466492.601950
  nChanged 2
		SP:Iteration 23Q (49908.460000 sec): 3 clusters
  Score: Raw -469193.671542 + Penalty 2700.484971 = -466493.186571
  nChanged 2
		SP:Iteration 24Q (49908.530000 sec): 3 clusters
  Score: Raw -469194.896797 + Penalty 2700.484971 = -466494.411826
  nChanged 4
		SP:Iteration 25Q (49908.610000 sec): 3 clusters
  Score: Raw -469197.234099 + Penalty 2700.484971 = -466496.749127
  nChanged 6
		SP:Iteration 26Q (49908.680000 sec): 3 clusters
  Score: Raw -469200.000961 + Penalty 2700.484971 = -466499.515990
  nChanged 4
		SP:Iteration 27Q (49908.750000 sec): 3 clusters
  Score: Raw -469201.636242 + Penalty 2700.484971 = -466501.151271
  nChanged 4
		SP:Iteration 28Q (49908.830000 sec): 3 clusters
  Score: Raw -469203.089689 + Penalty 2700.484971 = -466502.604718
  nChanged 5
		SP:Iteration 29Q (49908.900000 sec): 3 clusters
  Score: Raw -469204.392779 + Penalty 2700.484971 = -466503.907808
  nChanged 3
		SP:Iteration 30Q (49908.970000 sec): 3 clusters
  Score: Raw -469205.226255 + Penalty 2700.484971 = -466504.741283
  nChanged 3
		SP:Iteration 31Q (49909.040000 sec): 3 clusters
  Score: Raw -469205.951044 + Penalty 2700.484971 = -466505.466072
  nChanged 3
		SP:Iteration 32Q (49909.120000 sec): 3 clusters
  Score: Raw -469206.560117 + Penalty 2700.484971 = -466506.075146
  nChanged 5
		SP:Iteration 33Q (49909.190000 sec): 3 clusters
  Score: Raw -469207.871806 + Penalty 2700.484971 = -466507.386835
  nChanged 7
		SP:Iteration 34Q (49909.260000 sec): 3 clusters
  Score: Raw -469209.550410 + Penalty 2700.484971 = -466509.065439
  nChanged 2
		SP:Iteration 35Q (49909.330000 sec): 3 clusters
  Score: Raw -469210.198035 + Penalty 2700.484971 = -466509.713064
  nChanged 1
		SP:Iteration 36Q (49909.410000 sec): 3 clusters
  Score: Raw -469210.428640 + Penalty 2700.484971 = -466509.943669
  nChanged 2
		SP:Iteration 37Q (49909.480000 sec): 3 clusters
  Score: Raw -469210.799305 + Penalty 2700.484971 = -466510.314333
  nChanged 0
		SP:Iteration 38F (49909.550000 sec): 3 clusters
  Score: Raw -469210.799305 + Penalty 2700.484971 = -466510.314333
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 114 (9998 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49909.740000 sec): 2 clusters
  Score: Raw -1179297.095536 + Penalty 1496.647807 = -1177800.447728
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49909.830000 sec): 3 clusters
  Score: Raw -1173685.795342 + Penalty 2993.295614 = -1170692.499728
  nChanged 4302
		SP:Iteration 1F (49909.970000 sec): 3 clusters
  Score: Raw -1176004.631831 + Penalty 2993.295614 = -1173011.336216
  nChanged 647
		SP:Iteration 2F (49910.120000 sec): 3 clusters
  Score: Raw -1176290.158139 + Penalty 2993.295614 = -1173296.862525
  nChanged 563
		SP:Iteration 3F (49910.290000 sec): 3 clusters
  Score: Raw -1176579.440655 + Penalty 2993.295614 = -1173586.145040
  nChanged 576
		SP:Iteration 4F (49910.440000 sec): 3 clusters
  Score: Raw -1176907.845997 + Penalty 2993.295614 = -1173914.550383
  nChanged 616
		SP:Iteration 5F (49910.570000 sec): 3 clusters
  Score: Raw -1177297.751181 + Penalty 2993.295614 = -1174304.455567
  nChanged 583
		SP:Iteration 6F (49910.810000 sec): 3 clusters
  Score: Raw -1177688.432357 + Penalty 2993.295614 = -1174695.136743
  nChanged 535
		SP:Iteration 7F (49910.940000 sec): 3 clusters
  Score: Raw -1178010.770544 + Penalty 2993.295614 = -1175017.474929
  nChanged 441
		SP:Iteration 8Q (49911.090000 sec): 3 clusters
  Score: Raw -1178242.304395 + Penalty 2993.295614 = -1175249.008780
  nChanged 358
		SP:Iteration 9Q (49911.240000 sec): 3 clusters
  Score: Raw -1178422.564959 + Penalty 2993.295614 = -1175429.269345
  nChanged 320
		SP:Iteration 10Q (49911.380000 sec): 3 clusters
  Score: Raw -1178580.200683 + Penalty 2993.295614 = -1175586.905068
  nChanged 275
		SP:Iteration 11Q (49911.560000 sec): 3 clusters
  Score: Raw -1178734.577922 + Penalty 2993.295614 = -1175741.282308
  nChanged 244
		SP:Iteration 12Q (49911.710000 sec): 3 clusters
  Score: Raw -1178867.184172 + Penalty 2993.295614 = -1175873.888558
  nChanged 218
		SP:Iteration 13Q (49911.840000 sec): 3 clusters
  Score: Raw -1178984.293917 + Penalty 2993.295614 = -1175990.998303
  nChanged 194
		SP:Iteration 14Q (49912.000000 sec): 3 clusters
  Score: Raw -1179088.254786 + Penalty 2993.295614 = -1176094.959172
  nChanged 172
		SP:Iteration 15Q (49912.180000 sec): 3 clusters
  Score: Raw -1179195.105602 + Penalty 2993.295614 = -1176201.809987
  nChanged 146
		SP:Iteration 16Q (49912.320000 sec): 3 clusters
  Score: Raw -1179276.470465 + Penalty 2993.295614 = -1176283.174851
  nChanged 113
		SP:Iteration 17Q (49912.460000 sec): 3 clusters
  Score: Raw -1179345.426672 + Penalty 2993.295614 = -1176352.131058
  nChanged 95
		SP:Iteration 18Q (49912.630000 sec): 3 clusters
  Score: Raw -1179402.886179 + Penalty 2993.295614 = -1176409.590565
  nChanged 79
		SP:Iteration 19Q (49912.770000 sec): 3 clusters
  Score: Raw -1179449.642870 + Penalty 2993.295614 = -1176456.347255
  nChanged 69
		SP:Iteration 20F (49912.910000 sec): 3 clusters
  Score: Raw -1179492.580421 + Penalty 2993.295614 = -1176499.284806
  nChanged 56
		SP:Iteration 21Q (49913.070000 sec): 3 clusters
  Score: Raw -1179529.975229 + Penalty 2993.295614 = -1176536.679614
  nChanged 47
		SP:Iteration 22Q (49913.230000 sec): 3 clusters
  Score: Raw -1179562.640144 + Penalty 2993.295614 = -1176569.344530
  nChanged 40
		SP:Iteration 23Q (49913.360000 sec): 3 clusters
  Score: Raw -1179593.355681 + Penalty 2993.295614 = -1176600.060066
  nChanged 37
		SP:Iteration 24Q (49913.500000 sec): 3 clusters
  Score: Raw -1179613.877636 + Penalty 2993.295614 = -1176620.582022
  nChanged 24
		SP:Iteration 25Q (49913.660000 sec): 3 clusters
  Score: Raw -1179630.747453 + Penalty 2993.295614 = -1176637.451838
  nChanged 20
		SP:Iteration 26Q (49913.830000 sec): 3 clusters
  Score: Raw -1179644.620110 + Penalty 2993.295614 = -1176651.324496
  nChanged 18
		SP:Iteration 27Q (49913.960000 sec): 3 clusters
  Score: Raw -1179654.143449 + Penalty 2993.295614 = -1176660.847835
  nChanged 11
		SP:Iteration 28Q (49914.090000 sec): 3 clusters
  Score: Raw -1179660.109875 + Penalty 2993.295614 = -1176666.814261
  nChanged 12
		SP:Iteration 29Q (49914.250000 sec): 3 clusters
  Score: Raw -1179666.157466 + Penalty 2993.295614 = -1176672.861852
  nChanged 8
		SP:Iteration 30Q (49914.420000 sec): 3 clusters
  Score: Raw -1179671.013641 + Penalty 2993.295614 = -1176677.718026
  nChanged 10
		SP:Iteration 31Q (49914.550000 sec): 3 clusters
  Score: Raw -1179675.133249 + Penalty 2993.295614 = -1176681.837634
  nChanged 11
		SP:Iteration 32Q (49914.680000 sec): 3 clusters
  Score: Raw -1179681.045689 + Penalty 2993.295614 = -1176687.750074
  nChanged 9
		SP:Iteration 33Q (49914.840000 sec): 3 clusters
  Score: Raw -1179687.783797 + Penalty 2993.295614 = -1176694.488183
  nChanged 9
		SP:Iteration 34Q (49915.010000 sec): 3 clusters
  Score: Raw -1179693.409580 + Penalty 2993.295614 = -1176700.113966
  nChanged 11
		SP:Iteration 35Q (49915.150000 sec): 3 clusters
  Score: Raw -1179700.465043 + Penalty 2993.295614 = -1176707.169428
  nChanged 7
		SP:Iteration 36Q (49915.280000 sec): 3 clusters
  Score: Raw -1179704.706755 + Penalty 2993.295614 = -1176711.411140
  nChanged 7
		SP:Iteration 37Q (49915.440000 sec): 3 clusters
  Score: Raw -1179707.489489 + Penalty 2993.295614 = -1176714.193875
  nChanged 5
		SP:Iteration 38Q (49915.600000 sec): 3 clusters
  Score: Raw -1179709.596353 + Penalty 2993.295614 = -1176716.300739
  nChanged 3
		SP:Iteration 39Q (49915.740000 sec): 3 clusters
  Score: Raw -1179711.094300 + Penalty 2993.295614 = -1176717.798685
  nChanged 3
		SP:Iteration 40F (49915.870000 sec): 3 clusters
  Score: Raw -1179711.889513 + Penalty 2993.295614 = -1176718.593899
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 115 (2303 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49915.950000 sec): 2 clusters
  Score: Raw -254198.455599 + Penalty 1258.069784 = -252940.385816
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49916.000000 sec): 3 clusters
  Score: Raw -253211.122879 + Penalty 2516.139567 = -250694.983312
  nChanged 835
		SP:Iteration 1F (49916.050000 sec): 3 clusters
  Score: Raw -253804.133020 + Penalty 2516.139567 = -251287.993452
  nChanged 193
		SP:Iteration 2F (49916.100000 sec): 3 clusters
  Score: Raw -253970.203143 + Penalty 2516.139567 = -251454.063576
  nChanged 127
		SP:Iteration 3F (49916.140000 sec): 3 clusters
  Score: Raw -254068.856549 + Penalty 2516.139567 = -251552.716982
  nChanged 80
		SP:Iteration 4Q (49916.180000 sec): 3 clusters
  Score: Raw -254125.606997 + Penalty 2516.139567 = -251609.467429
  nChanged 58
		SP:Iteration 5Q (49916.220000 sec): 3 clusters
  Score: Raw -254169.554088 + Penalty 2516.139567 = -251653.414520
  nChanged 51
		SP:Iteration 6Q (49916.270000 sec): 3 clusters
  Score: Raw -254205.642719 + Penalty 2516.139567 = -251689.503152
  nChanged 49
		SP:Iteration 7Q (49916.310000 sec): 3 clusters
  Score: Raw -254237.333560 + Penalty 2516.139567 = -251721.193992
  nChanged 43
		SP:Iteration 8Q (49916.350000 sec): 3 clusters
  Score: Raw -254263.932442 + Penalty 2516.139567 = -251747.792874
  nChanged 40
		SP:Iteration 9Q (49916.390000 sec): 3 clusters
  Score: Raw -254288.830472 + Penalty 2516.139567 = -251772.690904
  nChanged 38
		SP:Iteration 10Q (49916.430000 sec): 3 clusters
  Score: Raw -254313.310984 + Penalty 2516.139567 = -251797.171416
  nChanged 40
		SP:Iteration 11Q (49916.480000 sec): 3 clusters
  Score: Raw -254344.080919 + Penalty 2516.139567 = -251827.941351
  nChanged 42
		SP:Iteration 12Q (49916.520000 sec): 3 clusters
  Score: Raw -254379.446939 + Penalty 2516.139567 = -251863.307372
  nChanged 41
		SP:Iteration 13Q (49916.560000 sec): 3 clusters
  Score: Raw -254420.602512 + Penalty 2516.139567 = -251904.462945
  nChanged 55
		SP:Iteration 14Q (49916.600000 sec): 3 clusters
  Score: Raw -254487.581913 + Penalty 2516.139567 = -251971.442346
  nChanged 64
		SP:Iteration 15Q (49916.640000 sec): 3 clusters
  Score: Raw -254544.329933 + Penalty 2516.139567 = -252028.190365
  nChanged 59
		SP:Iteration 16Q (49916.680000 sec): 3 clusters
  Score: Raw -254596.316233 + Penalty 2516.139567 = -252080.176666
  nChanged 51
		SP:Iteration 17Q (49916.720000 sec): 3 clusters
  Score: Raw -254641.776737 + Penalty 2516.139567 = -252125.637170
  nChanged 41
		SP:Iteration 18Q (49916.760000 sec): 3 clusters
  Score: Raw -254668.554086 + Penalty 2516.139567 = -252152.414519
  nChanged 25
		SP:Iteration 19Q (49916.800000 sec): 3 clusters
  Score: Raw -254686.886223 + Penalty 2516.139567 = -252170.746655
  nChanged 26
		SP:Iteration 20F (49916.850000 sec): 3 clusters
  Score: Raw -254709.259660 + Penalty 2516.139567 = -252193.120092
  nChanged 35
		SP:Iteration 21Q (49916.890000 sec): 3 clusters
  Score: Raw -254739.986898 + Penalty 2516.139567 = -252223.847331
  nChanged 42
		SP:Iteration 22Q (49916.930000 sec): 3 clusters
  Score: Raw -254772.020127 + Penalty 2516.139567 = -252255.880559
  nChanged 26
		SP:Iteration 23Q (49916.970000 sec): 3 clusters
  Score: Raw -254793.309939 + Penalty 2516.139567 = -252277.170372
  nChanged 21
		SP:Iteration 24Q (49917.010000 sec): 3 clusters
  Score: Raw -254806.910684 + Penalty 2516.139567 = -252290.771116
  nChanged 11
		SP:Iteration 25Q (49917.060000 sec): 3 clusters
  Score: Raw -254815.528089 + Penalty 2516.139567 = -252299.388521
  nChanged 14
		SP:Iteration 26Q (49917.100000 sec): 3 clusters
  Score: Raw -254822.923078 + Penalty 2516.139567 = -252306.783511
  nChanged 10
		SP:Iteration 27Q (49917.140000 sec): 3 clusters
  Score: Raw -254827.936456 + Penalty 2516.139567 = -252311.796889
  nChanged 6
		SP:Iteration 28Q (49917.180000 sec): 3 clusters
  Score: Raw -254831.730675 + Penalty 2516.139567 = -252315.591108
  nChanged 6
		SP:Iteration 29Q (49917.220000 sec): 3 clusters
  Score: Raw -254835.059014 + Penalty 2516.139567 = -252318.919447
  nChanged 9
		SP:Iteration 30Q (49917.260000 sec): 3 clusters
  Score: Raw -254841.227169 + Penalty 2516.139567 = -252325.087601
  nChanged 3
		SP:Iteration 31Q (49917.300000 sec): 3 clusters
  Score: Raw -254843.649732 + Penalty 2516.139567 = -252327.510165
  nChanged 5
		SP:Iteration 32Q (49917.340000 sec): 3 clusters
  Score: Raw -254846.144011 + Penalty 2516.139567 = -252330.004443
  nChanged 7
		SP:Iteration 33Q (49917.380000 sec): 3 clusters
  Score: Raw -254850.283687 + Penalty 2516.139567 = -252334.144120
  nChanged 6
		SP:Iteration 34Q (49917.420000 sec): 3 clusters
  Score: Raw -254855.179611 + Penalty 2516.139567 = -252339.040043
  nChanged 14
		SP:Iteration 35Q (49917.460000 sec): 3 clusters
  Score: Raw -254861.582327 + Penalty 2516.139567 = -252345.442759
  nChanged 7
		SP:Iteration 36Q (49917.510000 sec): 3 clusters
  Score: Raw -254865.492474 + Penalty 2516.139567 = -252349.352906
  nChanged 5
		SP:Iteration 37Q (49917.550000 sec): 3 clusters
  Score: Raw -254867.546063 + Penalty 2516.139567 = -252351.406496
  nChanged 2
		SP:Iteration 38Q (49917.590000 sec): 3 clusters
  Score: Raw -254868.657430 + Penalty 2516.139567 = -252352.517862
  nChanged 3
		SP:Iteration 39Q (49917.630000 sec): 3 clusters
  Score: Raw -254871.048013 + Penalty 2516.139567 = -252354.908445
  nChanged 4
		SP:Iteration 40F (49917.670000 sec): 3 clusters
  Score: Raw -254872.185273 + Penalty 2516.139567 = -252356.045706
  nChanged 5
		SP:Iteration 41Q (49917.710000 sec): 3 clusters
  Score: Raw -254876.755761 + Penalty 2516.139567 = -252360.616194
  nChanged 7
		SP:Iteration 42Q (49917.750000 sec): 3 clusters
  Score: Raw -254881.896092 + Penalty 2516.139567 = -252365.756524
  nChanged 10
		SP:Iteration 43Q (49917.800000 sec): 3 clusters
  Score: Raw -254885.949723 + Penalty 2516.139567 = -252369.810155
  nChanged 9
		SP:Iteration 44Q (49917.840000 sec): 3 clusters
  Score: Raw -254890.290754 + Penalty 2516.139567 = -252374.151187
  nChanged 5
		SP:Iteration 45Q (49917.880000 sec): 3 clusters
  Score: Raw -254891.767959 + Penalty 2516.139567 = -252375.628391
  nChanged 1
		SP:Iteration 46Q (49917.920000 sec): 3 clusters
  Score: Raw -254891.914126 + Penalty 2516.139567 = -252375.774558
  nChanged 1
		SP:Iteration 47Q (49917.960000 sec): 3 clusters
  Score: Raw -254892.154023 + Penalty 2516.139567 = -252376.014456
  nChanged 0
		SP:Iteration 48F (49918.000000 sec): 3 clusters
  Score: Raw -254892.154023 + Penalty 2516.139567 = -252376.014456
  nChanged 0
Iteration 179Q (50212.530000 sec): 118 clusters
  Score: Raw -119133365.504025 + Penalty 263292.920647 = -118870072.583378
  nChanged 3422
Iteration 180F (50628.580000 sec): 118 clusters
  Score: Raw -119134819.403648 + Penalty 263292.920647 = -118871526.483001
  nChanged 3043
Iteration 181Q (50922.730000 sec): 118 clusters
  Score: Raw -119135561.651259 + Penalty 263292.920647 = -118872268.730612
  nChanged 2323
Iteration 182Q (51217.600000 sec): 118 clusters
  Score: Raw -119135997.987293 + Penalty 263292.920647 = -118872705.066646
  nChanged 2032
Iteration 183Q (51512.730000 sec): 118 clusters
  Score: Raw -119136335.430447 + Penalty 263292.920647 = -118873042.509800
  nChanged 1751
Iteration 184Q (51807.040000 sec): 118 clusters
  Score: Raw -119136614.982142 + Penalty 263292.920647 = -118873322.061495
  nChanged 1612
Iteration 185Q (52102.050000 sec): 118 clusters
  Score: Raw -119136882.490291 + Penalty 263292.920647 = -118873589.569644
  nChanged 1475
Iteration 186Q (52396.290000 sec): 118 clusters
  Score: Raw -119137139.809223 + Penalty 263292.920647 = -118873846.888576
  nChanged 1432
Iteration 187Q (52691.270000 sec): 118 clusters
  Score: Raw -119137390.405834 + Penalty 263292.920647 = -118874097.485188
  nChanged 1364
Iteration 188Q (52985.520000 sec): 118 clusters
  Score: Raw -119137603.822555 + Penalty 263292.920647 = -118874310.901909
  nChanged 1237
Iteration 189Q (53280.550000 sec): 118 clusters
  Score: Raw -119137767.739631 + Penalty 263292.920647 = -118874474.818984
  nChanged 1076
Iteration 190Q (53575.700000 sec): 118 clusters
  Score: Raw -119137893.662356 + Penalty 263292.920647 = -118874600.741709
  nChanged 994
Iteration 191Q (53869.970000 sec): 118 clusters
  Score: Raw -119137998.170881 + Penalty 263292.920647 = -118874705.250234
  nChanged 925
Iteration 192Q (54164.290000 sec): 118 clusters
  Score: Raw -119138099.457389 + Penalty 263292.920647 = -118874806.536742
  nChanged 876
Iteration 193Q (54459.270000 sec): 118 clusters
  Score: Raw -119138185.274506 + Penalty 263292.920647 = -118874892.353859
  nChanged 786
Iteration 194Q (54753.430000 sec): 118 clusters
  Score: Raw -119138262.019107 + Penalty 263292.920647 = -118874969.098460
  nChanged 728
Iteration 195Q (55048.470000 sec): 118 clusters
  Score: Raw -119138328.990697 + Penalty 263292.920647 = -118875036.070050
  nChanged 712
Iteration 196Q (55342.730000 sec): 118 clusters
  Score: Raw -119138392.628535 + Penalty 263292.920647 = -118875099.707888
  nChanged 662
Iteration 197Q (55636.680000 sec): 118 clusters
  Score: Raw -119138452.154560 + Penalty 263292.920647 = -118875159.233913
  nChanged 607
Iteration 198Q (55930.900000 sec): 118 clusters
  Score: Raw -119138504.895131 + Penalty 263292.920647 = -118875211.974485
  nChanged 578
Iteration 199Q (56225.100000 sec): 118 clusters
  Score: Raw -119138559.884619 + Penalty 263292.920647 = -118875266.963972
  nChanged 527
Iteration 200F (56639.320000 sec): 118 clusters
  Score: Raw -119138633.123175 + Penalty 263292.920647 = -118875340.202528
  nChanged 495
Iteration 201Q (56934.360000 sec): 118 clusters
  Score: Raw -119138688.319614 + Penalty 263292.920647 = -118875395.398967
  nChanged 502
Iteration 202Q (57228.610000 sec): 118 clusters
  Score: Raw -119138738.344976 + Penalty 263292.920647 = -118875445.424329
  nChanged 476
Iteration 203Q (57522.940000 sec): 118 clusters
  Score: Raw -119138793.846029 + Penalty 263292.920647 = -118875500.925382
  nChanged 479
Iteration 204Q (57817.290000 sec): 118 clusters
  Score: Raw -119138855.305063 + Penalty 263292.920647 = -118875562.384416
  nChanged 482
Iteration 205Q (58112.420000 sec): 118 clusters
  Score: Raw -119138918.870991 + Penalty 263292.920647 = -118875625.950344
  nChanged 453
Iteration 206Q (58406.700000 sec): 118 clusters
  Score: Raw -119138995.106142 + Penalty 263292.920647 = -118875702.185495
  nChanged 470
Iteration 207Q (58701.060000 sec): 118 clusters
  Score: Raw -119139068.303308 + Penalty 263292.920647 = -118875775.382661
  nChanged 448
Iteration 208Q (58995.280000 sec): 118 clusters
  Score: Raw -119139142.737779 + Penalty 263292.920647 = -118875849.817132
  nChanged 467
Iteration 209Q (59289.630000 sec): 118 clusters
  Score: Raw -119139213.310545 + Penalty 263292.920647 = -118875920.389898
  nChanged 479
Iteration 210Q (59583.680000 sec): 118 clusters
  Score: Raw -119139309.134352 + Penalty 263292.920647 = -118876016.213706
  nChanged 553
Iteration 211Q (59878.770000 sec): 118 clusters
  Score: Raw -119139402.923394 + Penalty 263292.920647 = -118876110.002747
  nChanged 539
Iteration 212Q (60173.860000 sec): 118 clusters
  Score: Raw -119139481.584979 + Penalty 263292.920647 = -118876188.664332
  nChanged 530
Iteration 213Q (60468.600000 sec): 118 clusters
  Score: Raw -119139540.940628 + Penalty 263292.920647 = -118876248.019981
  nChanged 448
Iteration 214Q (60762.900000 sec): 118 clusters
  Score: Raw -119139582.206442 + Penalty 263292.920647 = -118876289.285795
  nChanged 404
Iteration 215Q (61056.870000 sec): 118 clusters
  Score: Raw -119139618.868319 + Penalty 263292.920647 = -118876325.947672
  nChanged 387
Iteration 216Q (61351.870000 sec): 118 clusters
  Score: Raw -119139654.642450 + Penalty 263292.920647 = -118876361.721803
  nChanged 387
Iteration 217Q (61646.800000 sec): 118 clusters
  Score: Raw -119139692.582695 + Penalty 263292.920647 = -118876399.662048
  nChanged 345
Iteration 218Q (61940.810000 sec): 118 clusters
  Score: Raw -119139722.043549 + Penalty 263292.920647 = -118876429.122902
  nChanged 345
Writing temp clu file 
Because OldScore, -118876399.662048, is greater than current (better) Score,-118876429.122902 
 Memory request: 0.00 GB would take us to total of 3.81 GB.
Compute initial score before splitting:   Score: Raw -119139722.043549 + Penalty 263292.920647 = -118876429.122902
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 1 (6051 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61941.470000 sec): 2 clusters
  Score: Raw -684084.778742 + Penalty 1415.046559 = -682669.732183
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61941.620000 sec): 3 clusters
  Score: Raw -680884.676653 + Penalty 2830.093119 = -678054.583534
  nChanged 2475
		SP:Iteration 1F (61941.720000 sec): 3 clusters
  Score: Raw -682298.253325 + Penalty 2830.093119 = -679468.160207
  nChanged 472
		SP:Iteration 2F (61941.820000 sec): 3 clusters
  Score: Raw -682566.806608 + Penalty 2830.093119 = -679736.713489
  nChanged 365
		SP:Iteration 3F (61941.920000 sec): 3 clusters
  Score: Raw -682806.686706 + Penalty 2830.093119 = -679976.593588
  nChanged 335
		SP:Iteration 4F (61942.010000 sec): 3 clusters
  Score: Raw -683064.432644 + Penalty 2830.093119 = -680234.339525
  nChanged 352
		SP:Iteration 5F (61942.110000 sec): 3 clusters
  Score: Raw -683296.946334 + Penalty 2830.093119 = -680466.853215
  nChanged 297
		SP:Iteration 6Q (61942.210000 sec): 3 clusters
  Score: Raw -683472.589301 + Penalty 2830.093119 = -680642.496182
  nChanged 224
		SP:Iteration 7Q (61942.310000 sec): 3 clusters
  Score: Raw -683596.877376 + Penalty 2830.093119 = -680766.784257
  nChanged 187
		SP:Iteration 8Q (61942.410000 sec): 3 clusters
  Score: Raw -683691.953609 + Penalty 2830.093119 = -680861.860490
  nChanged 177
		SP:Iteration 9Q (61942.510000 sec): 3 clusters
  Score: Raw -683780.155015 + Penalty 2830.093119 = -680950.061896
  nChanged 144
		SP:Iteration 10Q (61942.610000 sec): 3 clusters
  Score: Raw -683851.564841 + Penalty 2830.093119 = -681021.471722
  nChanged 124
		SP:Iteration 11Q (61942.710000 sec): 3 clusters
  Score: Raw -683915.222532 + Penalty 2830.093119 = -681085.129413
  nChanged 119
		SP:Iteration 12Q (61942.800000 sec): 3 clusters
  Score: Raw -683971.614332 + Penalty 2830.093119 = -681141.521213
  nChanged 110
		SP:Iteration 13Q (61942.900000 sec): 3 clusters
  Score: Raw -684036.967418 + Penalty 2830.093119 = -681206.874299
  nChanged 100
		SP:Iteration 14Q (61943.000000 sec): 3 clusters
  Score: Raw -684098.248258 + Penalty 2830.093119 = -681268.155140
  nChanged 98
		SP:Iteration 15Q (61943.100000 sec): 3 clusters
  Score: Raw -684158.023245 + Penalty 2830.093119 = -681327.930127
  nChanged 86
		SP:Iteration 16Q (61943.200000 sec): 3 clusters
  Score: Raw -684209.978790 + Penalty 2830.093119 = -681379.885672
  nChanged 72
		SP:Iteration 17Q (61943.290000 sec): 3 clusters
  Score: Raw -684247.544836 + Penalty 2830.093119 = -681417.451718
  nChanged 53
		SP:Iteration 18Q (61943.380000 sec): 3 clusters
  Score: Raw -684280.232832 + Penalty 2830.093119 = -681450.139713
  nChanged 58
		SP:Iteration 19Q (61943.480000 sec): 3 clusters
  Score: Raw -684318.140487 + Penalty 2830.093119 = -681488.047369
  nChanged 53
		SP:Iteration 20F (61943.580000 sec): 3 clusters
  Score: Raw -684346.328945 + Penalty 2830.093119 = -681516.235827
  nChanged 42
		SP:Iteration 21Q (61943.680000 sec): 3 clusters
  Score: Raw -684369.182165 + Penalty 2830.093119 = -681539.089047
  nChanged 28
		SP:Iteration 22Q (61943.770000 sec): 3 clusters
  Score: Raw -684383.000650 + Penalty 2830.093119 = -681552.907531
  nChanged 20
		SP:Iteration 23Q (61943.860000 sec): 3 clusters
  Score: Raw -684395.535423 + Penalty 2830.093119 = -681565.442304
  nChanged 22
		SP:Iteration 24Q (61943.960000 sec): 3 clusters
  Score: Raw -684406.334165 + Penalty 2830.093119 = -681576.241047
  nChanged 18
		SP:Iteration 25Q (61944.050000 sec): 3 clusters
  Score: Raw -684413.716575 + Penalty 2830.093119 = -681583.623456
  nChanged 18
		SP:Iteration 26Q (61944.140000 sec): 3 clusters
  Score: Raw -684420.797027 + Penalty 2830.093119 = -681590.703908
  nChanged 13
		SP:Iteration 27Q (61944.240000 sec): 3 clusters
  Score: Raw -684425.868480 + Penalty 2830.093119 = -681595.775361
  nChanged 8
		SP:Iteration 28Q (61944.330000 sec): 3 clusters
  Score: Raw -684428.814067 + Penalty 2830.093119 = -681598.720949
  nChanged 7
		SP:Iteration 29Q (61944.420000 sec): 3 clusters
  Score: Raw -684431.308966 + Penalty 2830.093119 = -681601.215847
  nChanged 4
		SP:Iteration 30Q (61944.520000 sec): 3 clusters
  Score: Raw -684433.118160 + Penalty 2830.093119 = -681603.025041
  nChanged 5
		SP:Iteration 31Q (61944.610000 sec): 3 clusters
  Score: Raw -684434.545125 + Penalty 2830.093119 = -681604.452006
  nChanged 4
		SP:Iteration 32Q (61944.700000 sec): 3 clusters
  Score: Raw -684436.130439 + Penalty 2830.093119 = -681606.037320
  nChanged 3
		SP:Iteration 33Q (61944.800000 sec): 3 clusters
  Score: Raw -684437.005473 + Penalty 2830.093119 = -681606.912355
  nChanged 5
		SP:Iteration 34Q (61944.890000 sec): 3 clusters
  Score: Raw -684438.828484 + Penalty 2830.093119 = -681608.735366
  nChanged 3
		SP:Iteration 35Q (61944.980000 sec): 3 clusters
  Score: Raw -684440.418107 + Penalty 2830.093119 = -681610.324988
  nChanged 3
		SP:Iteration 36Q (61945.070000 sec): 3 clusters
  Score: Raw -684441.953063 + Penalty 2830.093119 = -681611.859944
  nChanged 2
		SP:Iteration 37Q (61945.170000 sec): 3 clusters
  Score: Raw -684442.698306 + Penalty 2830.093119 = -681612.605187
  nChanged 3
		SP:Iteration 38Q (61945.260000 sec): 3 clusters
  Score: Raw -684443.584542 + Penalty 2830.093119 = -681613.491424
  nChanged 1
		SP:Iteration 39Q (61945.350000 sec): 3 clusters
  Score: Raw -684443.840383 + Penalty 2830.093119 = -681613.747265
  nChanged 1
		SP:Iteration 40F (61945.450000 sec): 3 clusters
  Score: Raw -684444.350927 + Penalty 2830.093119 = -681614.257809
  nChanged 2
		SP:Iteration 41Q (61945.540000 sec): 3 clusters
  Score: Raw -684445.806708 + Penalty 2830.093119 = -681615.713589
  nChanged 4
		SP:Iteration 42Q (61945.640000 sec): 3 clusters
  Score: Raw -684447.788405 + Penalty 2830.093119 = -681617.695286
  nChanged 4
		SP:Iteration 43Q (61945.730000 sec): 3 clusters
  Score: Raw -684449.799600 + Penalty 2830.093119 = -681619.706481
  nChanged 4
		SP:Iteration 44Q (61945.820000 sec): 3 clusters
  Score: Raw -684452.248501 + Penalty 2830.093119 = -681622.155382
  nChanged 4
		SP:Iteration 45Q (61945.920000 sec): 3 clusters
  Score: Raw -684453.750697 + Penalty 2830.093119 = -681623.657579
  nChanged 2
		SP:Iteration 46Q (61946.010000 sec): 3 clusters
  Score: Raw -684454.322216 + Penalty 2830.093119 = -681624.229098
  nChanged 2
		SP:Iteration 47Q (61946.110000 sec): 3 clusters
  Score: Raw -684454.613644 + Penalty 2830.093119 = -681624.520526
  nChanged 0
		SP:Iteration 48F (61946.200000 sec): 3 clusters
  Score: Raw -684454.613644 + Penalty 2830.093119 = -681624.520526
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 2 (2617 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61946.270000 sec): 2 clusters
  Score: Raw -312869.905988 + Penalty 1278.839884 = -311591.066104
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61946.320000 sec): 3 clusters
  Score: Raw -311624.687024 + Penalty 2557.679768 = -309067.007256
  nChanged 976
		SP:Iteration 1F (61946.370000 sec): 3 clusters
  Score: Raw -312272.767182 + Penalty 2557.679768 = -309715.087413
  nChanged 252
		SP:Iteration 2F (61946.420000 sec): 3 clusters
  Score: Raw -312481.925233 + Penalty 2557.679768 = -309924.245465
  nChanged 166
		SP:Iteration 3F (61946.470000 sec): 3 clusters
  Score: Raw -312621.397587 + Penalty 2557.679768 = -310063.717819
  nChanged 123
		SP:Iteration 4Q (61946.520000 sec): 3 clusters
  Score: Raw -312720.728581 + Penalty 2557.679768 = -310163.048812
  nChanged 105
		SP:Iteration 5Q (61946.560000 sec): 3 clusters
  Score: Raw -312810.632325 + Penalty 2557.679768 = -310252.952557
  nChanged 88
		SP:Iteration 6Q (61946.610000 sec): 3 clusters
  Score: Raw -312883.748181 + Penalty 2557.679768 = -310326.068413
  nChanged 86
		SP:Iteration 7Q (61946.660000 sec): 3 clusters
  Score: Raw -312944.587113 + Penalty 2557.679768 = -310386.907344
  nChanged 75
		SP:Iteration 8Q (61946.700000 sec): 3 clusters
  Score: Raw -313000.444798 + Penalty 2557.679768 = -310442.765029
  nChanged 52
		SP:Iteration 9Q (61946.750000 sec): 3 clusters
  Score: Raw -313032.175323 + Penalty 2557.679768 = -310474.495554
  nChanged 44
		SP:Iteration 10Q (61946.800000 sec): 3 clusters
  Score: Raw -313057.277825 + Penalty 2557.679768 = -310499.598056
  nChanged 39
		SP:Iteration 11Q (61946.850000 sec): 3 clusters
  Score: Raw -313079.740424 + Penalty 2557.679768 = -310522.060655
  nChanged 31
		SP:Iteration 12Q (61946.900000 sec): 3 clusters
  Score: Raw -313096.910948 + Penalty 2557.679768 = -310539.231180
  nChanged 38
		SP:Iteration 13Q (61946.940000 sec): 3 clusters
  Score: Raw -313121.521839 + Penalty 2557.679768 = -310563.842071
  nChanged 46
		SP:Iteration 14Q (61946.990000 sec): 3 clusters
  Score: Raw -313160.886074 + Penalty 2557.679768 = -310603.206306
  nChanged 39
		SP:Iteration 15Q (61947.040000 sec): 3 clusters
  Score: Raw -313187.838590 + Penalty 2557.679768 = -310630.158822
  nChanged 25
		SP:Iteration 16Q (61947.080000 sec): 3 clusters
  Score: Raw -313207.336238 + Penalty 2557.679768 = -310649.656470
  nChanged 29
		SP:Iteration 17Q (61947.130000 sec): 3 clusters
  Score: Raw -313228.509686 + Penalty 2557.679768 = -310670.829918
  nChanged 29
		SP:Iteration 18Q (61947.170000 sec): 3 clusters
  Score: Raw -313247.815608 + Penalty 2557.679768 = -310690.135839
  nChanged 24
		SP:Iteration 19Q (61947.220000 sec): 3 clusters
  Score: Raw -313265.240766 + Penalty 2557.679768 = -310707.560998
  nChanged 21
		SP:Iteration 20F (61947.270000 sec): 3 clusters
  Score: Raw -313277.173744 + Penalty 2557.679768 = -310719.493976
  nChanged 17
		SP:Iteration 21Q (61947.320000 sec): 3 clusters
  Score: Raw -313285.467222 + Penalty 2557.679768 = -310727.787454
  nChanged 15
		SP:Iteration 22Q (61947.360000 sec): 3 clusters
  Score: Raw -313294.786017 + Penalty 2557.679768 = -310737.106248
  nChanged 15
		SP:Iteration 23Q (61947.410000 sec): 3 clusters
  Score: Raw -313300.529034 + Penalty 2557.679768 = -310742.849266
  nChanged 11
		SP:Iteration 24Q (61947.450000 sec): 3 clusters
  Score: Raw -313307.483977 + Penalty 2557.679768 = -310749.804209
  nChanged 17
		SP:Iteration 25Q (61947.500000 sec): 3 clusters
  Score: Raw -313318.352381 + Penalty 2557.679768 = -310760.672613
  nChanged 18
		SP:Iteration 26Q (61947.540000 sec): 3 clusters
  Score: Raw -313326.149594 + Penalty 2557.679768 = -310768.469825
  nChanged 8
		SP:Iteration 27Q (61947.590000 sec): 3 clusters
  Score: Raw -313328.865359 + Penalty 2557.679768 = -310771.185591
  nChanged 4
		SP:Iteration 28Q (61947.640000 sec): 3 clusters
  Score: Raw -313330.411171 + Penalty 2557.679768 = -310772.731403
  nChanged 5
		SP:Iteration 29Q (61947.680000 sec): 3 clusters
  Score: Raw -313332.646443 + Penalty 2557.679768 = -310774.966675
  nChanged 7
		SP:Iteration 30Q (61947.730000 sec): 3 clusters
  Score: Raw -313335.374429 + Penalty 2557.679768 = -310777.694661
  nChanged 6
		SP:Iteration 31Q (61947.780000 sec): 3 clusters
  Score: Raw -313338.932673 + Penalty 2557.679768 = -310781.252905
  nChanged 12
		SP:Iteration 32Q (61947.830000 sec): 3 clusters
  Score: Raw -313344.714380 + Penalty 2557.679768 = -310787.034611
  nChanged 7
		SP:Iteration 33Q (61947.870000 sec): 3 clusters
  Score: Raw -313348.785752 + Penalty 2557.679768 = -310791.105983
  nChanged 10
		SP:Iteration 34Q (61947.920000 sec): 3 clusters
  Score: Raw -313353.877038 + Penalty 2557.679768 = -310796.197270
  nChanged 8
		SP:Iteration 35Q (61947.970000 sec): 3 clusters
  Score: Raw -313357.181507 + Penalty 2557.679768 = -310799.501739
  nChanged 7
		SP:Iteration 36Q (61948.010000 sec): 3 clusters
  Score: Raw -313362.085377 + Penalty 2557.679768 = -310804.405608
  nChanged 8
		SP:Iteration 37Q (61948.060000 sec): 3 clusters
  Score: Raw -313365.235135 + Penalty 2557.679768 = -310807.555367
  nChanged 2
		SP:Iteration 38Q (61948.100000 sec): 3 clusters
  Score: Raw -313366.052486 + Penalty 2557.679768 = -310808.372717
  nChanged 4
		SP:Iteration 39Q (61948.150000 sec): 3 clusters
  Score: Raw -313367.472638 + Penalty 2557.679768 = -310809.792870
  nChanged 4
		SP:Iteration 40F (61948.200000 sec): 3 clusters
  Score: Raw -313368.591449 + Penalty 2557.679768 = -310810.911681
  nChanged 4
		SP:Iteration 41Q (61948.240000 sec): 3 clusters
  Score: Raw -313370.163158 + Penalty 2557.679768 = -310812.483389
  nChanged 0
		SP:Iteration 42F (61948.290000 sec): 3 clusters
  Score: Raw -313370.163158 + Penalty 2557.679768 = -310812.483389
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 3 (21523 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61948.500000 sec): 2 clusters
  Score: Raw -2482840.648184 + Penalty 1621.242579 = -2481219.405605
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61948.800000 sec): 3 clusters
  Score: Raw -2469837.104830 + Penalty 3242.485158 = -2466594.619672
  nChanged 9787
		SP:Iteration 1F (61949.090000 sec): 3 clusters
  Score: Raw -2475503.182806 + Penalty 3242.485158 = -2472260.697648
  nChanged 1272
		SP:Iteration 2F (61949.350000 sec): 3 clusters
  Score: Raw -2476176.951333 + Penalty 3242.485158 = -2472934.466175
  nChanged 1294
		SP:Iteration 3F (61949.650000 sec): 3 clusters
  Score: Raw -2476850.701392 + Penalty 3242.485158 = -2473608.216234
  nChanged 1243
		SP:Iteration 4F (61949.940000 sec): 3 clusters
  Score: Raw -2477499.808580 + Penalty 3242.485158 = -2474257.323422
  nChanged 1197
		SP:Iteration 5F (61950.200000 sec): 3 clusters
  Score: Raw -2478183.618413 + Penalty 3242.485158 = -2474941.133255
  nChanged 1222
		SP:Iteration 6F (61950.490000 sec): 3 clusters
  Score: Raw -2478907.103481 + Penalty 3242.485158 = -2475664.618323
  nChanged 1225
		SP:Iteration 7F (61950.750000 sec): 3 clusters
  Score: Raw -2479663.901610 + Penalty 3242.485158 = -2476421.416452
  nChanged 1126
		SP:Iteration 8F (61951.050000 sec): 3 clusters
  Score: Raw -2480382.066088 + Penalty 3242.485158 = -2477139.580930
  nChanged 1018
		SP:Iteration 9Q (61951.340000 sec): 3 clusters
  Score: Raw -2481103.523355 + Penalty 3242.485158 = -2477861.038197
  nChanged 914
		SP:Iteration 10Q (61951.600000 sec): 3 clusters
  Score: Raw -2481693.079209 + Penalty 3242.485158 = -2478450.594051
  nChanged 678
		SP:Iteration 11Q (61951.890000 sec): 3 clusters
  Score: Raw -2482044.540915 + Penalty 3242.485158 = -2478802.055756
  nChanged 561
		SP:Iteration 12Q (61952.180000 sec): 3 clusters
  Score: Raw -2482294.718793 + Penalty 3242.485158 = -2479052.233634
  nChanged 411
		SP:Iteration 13Q (61952.430000 sec): 3 clusters
  Score: Raw -2482450.682248 + Penalty 3242.485158 = -2479208.197090
  nChanged 303
		SP:Iteration 14Q (61952.720000 sec): 3 clusters
  Score: Raw -2482541.463739 + Penalty 3242.485158 = -2479298.978580
  nChanged 253
		SP:Iteration 15Q (61953.010000 sec): 3 clusters
  Score: Raw -2482605.161561 + Penalty 3242.485158 = -2479362.676403
  nChanged 222
		SP:Iteration 16Q (61953.300000 sec): 3 clusters
  Score: Raw -2482662.643788 + Penalty 3242.485158 = -2479420.158630
  nChanged 211
		SP:Iteration 17Q (61953.550000 sec): 3 clusters
  Score: Raw -2482719.653597 + Penalty 3242.485158 = -2479477.168439
  nChanged 221
		SP:Iteration 18Q (61953.840000 sec): 3 clusters
  Score: Raw -2482776.966700 + Penalty 3242.485158 = -2479534.481542
  nChanged 208
		SP:Iteration 19Q (61954.130000 sec): 3 clusters
  Score: Raw -2482830.347785 + Penalty 3242.485158 = -2479587.862627
  nChanged 201
		SP:Iteration 20F (61954.420000 sec): 3 clusters
  Score: Raw -2482885.053201 + Penalty 3242.485158 = -2479642.568043
  nChanged 176
		SP:Iteration 21Q (61954.670000 sec): 3 clusters
  Score: Raw -2482931.123731 + Penalty 3242.485158 = -2479688.638572
  nChanged 164
		SP:Iteration 22Q (61954.950000 sec): 3 clusters
  Score: Raw -2482972.684311 + Penalty 3242.485158 = -2479730.199153
  nChanged 166
		SP:Iteration 23Q (61955.240000 sec): 3 clusters
  Score: Raw -2483013.886055 + Penalty 3242.485158 = -2479771.400897
  nChanged 159
		SP:Iteration 24Q (61955.530000 sec): 3 clusters
  Score: Raw -2483050.439990 + Penalty 3242.485158 = -2479807.954831
  nChanged 169
		SP:Iteration 25Q (61955.810000 sec): 3 clusters
  Score: Raw -2483087.612613 + Penalty 3242.485158 = -2479845.127455
  nChanged 165
		SP:Iteration 26Q (61956.090000 sec): 3 clusters
  Score: Raw -2483128.644928 + Penalty 3242.485158 = -2479886.159769
  nChanged 151
		SP:Iteration 27Q (61956.380000 sec): 3 clusters
  Score: Raw -2483165.718888 + Penalty 3242.485158 = -2479923.233730
  nChanged 149
		SP:Iteration 28Q (61956.670000 sec): 3 clusters
  Score: Raw -2483202.402974 + Penalty 3242.485158 = -2479959.917816
  nChanged 126
		SP:Iteration 29Q (61956.910000 sec): 3 clusters
  Score: Raw -2483227.940807 + Penalty 3242.485158 = -2479985.455649
  nChanged 95
		SP:Iteration 30Q (61957.190000 sec): 3 clusters
  Score: Raw -2483245.131208 + Penalty 3242.485158 = -2480002.646050
  nChanged 86
		SP:Iteration 31Q (61957.480000 sec): 3 clusters
  Score: Raw -2483260.294388 + Penalty 3242.485158 = -2480017.809230
  nChanged 86
		SP:Iteration 32Q (61957.770000 sec): 3 clusters
  Score: Raw -2483277.344669 + Penalty 3242.485158 = -2480034.859510
  nChanged 97
		SP:Iteration 33Q (61958.050000 sec): 3 clusters
  Score: Raw -2483304.137515 + Penalty 3242.485158 = -2480061.652356
  nChanged 94
		SP:Iteration 34Q (61958.330000 sec): 3 clusters
  Score: Raw -2483325.261753 + Penalty 3242.485158 = -2480082.776595
  nChanged 70
		SP:Iteration 35Q (61958.620000 sec): 3 clusters
  Score: Raw -2483341.749779 + Penalty 3242.485158 = -2480099.264621
  nChanged 71
		SP:Iteration 36Q (61958.900000 sec): 3 clusters
  Score: Raw -2483353.755035 + Penalty 3242.485158 = -2480111.269877
  nChanged 67
		SP:Iteration 37Q (61959.180000 sec): 3 clusters
  Score: Raw -2483365.491596 + Penalty 3242.485158 = -2480123.006438
  nChanged 63
		SP:Iteration 38Q (61959.460000 sec): 3 clusters
  Score: Raw -2483376.620221 + Penalty 3242.485158 = -2480134.135063
  nChanged 57
		SP:Iteration 39Q (61959.740000 sec): 3 clusters
  Score: Raw -2483386.534876 + Penalty 3242.485158 = -2480144.049718
  nChanged 54
		SP:Iteration 40F (61960.040000 sec): 3 clusters
  Score: Raw -2483395.697130 + Penalty 3242.485158 = -2480153.211971
  nChanged 57
		SP:Iteration 41Q (61960.280000 sec): 3 clusters
  Score: Raw -2483406.806632 + Penalty 3242.485158 = -2480164.321474
  nChanged 66
		SP:Iteration 42Q (61960.560000 sec): 3 clusters
  Score: Raw -2483421.201124 + Penalty 3242.485158 = -2480178.715966
  nChanged 64
		SP:Iteration 43Q (61960.840000 sec): 3 clusters
  Score: Raw -2483433.863513 + Penalty 3242.485158 = -2480191.378355
  nChanged 50
		SP:Iteration 44Q (61961.120000 sec): 3 clusters
  Score: Raw -2483443.010187 + Penalty 3242.485158 = -2480200.525028
  nChanged 43
		SP:Iteration 45Q (61961.400000 sec): 3 clusters
  Score: Raw -2483450.597135 + Penalty 3242.485158 = -2480208.111977
  nChanged 31
		SP:Iteration 46Q (61961.680000 sec): 3 clusters
  Score: Raw -2483456.529519 + Penalty 3242.485158 = -2480214.044361
  nChanged 26
		SP:Iteration 47Q (61961.960000 sec): 3 clusters
  Score: Raw -2483459.785441 + Penalty 3242.485158 = -2480217.300283
  nChanged 17
		SP:Iteration 48Q (61962.250000 sec): 3 clusters
  Score: Raw -2483462.277878 + Penalty 3242.485158 = -2480219.792720
  nChanged 15
		SP:Iteration 49Q (61962.530000 sec): 3 clusters
  Score: Raw -2483464.383542 + Penalty 3242.485158 = -2480221.898384
  nChanged 17
		SP:Iteration 50Q (61962.810000 sec): 3 clusters
  Score: Raw -2483466.410540 + Penalty 3242.485158 = -2480223.925382
  nChanged 12
		SP:Iteration 51Q (61963.090000 sec): 3 clusters
  Score: Raw -2483468.724602 + Penalty 3242.485158 = -2480226.239443
  nChanged 18
		SP:Iteration 52Q (61963.370000 sec): 3 clusters
  Score: Raw -2483470.819611 + Penalty 3242.485158 = -2480228.334453
  nChanged 13
		SP:Iteration 53Q (61963.640000 sec): 3 clusters
  Score: Raw -2483472.556286 + Penalty 3242.485158 = -2480230.071128
  nChanged 15
		SP:Iteration 54Q (61963.910000 sec): 3 clusters
  Score: Raw -2483474.963131 + Penalty 3242.485158 = -2480232.477973
  nChanged 16
		SP:Iteration 55Q (61964.150000 sec): 3 clusters
  Score: Raw -2483477.125509 + Penalty 3242.485158 = -2480234.640350
  nChanged 15
		SP:Iteration 56Q (61964.390000 sec): 3 clusters
  Score: Raw -2483478.958121 + Penalty 3242.485158 = -2480236.472963
  nChanged 10
		SP:Iteration 57Q (61964.640000 sec): 3 clusters
  Score: Raw -2483480.909563 + Penalty 3242.485158 = -2480238.424405
  nChanged 8
		SP:Iteration 58Q (61964.920000 sec): 3 clusters
  Score: Raw -2483482.070013 + Penalty 3242.485158 = -2480239.584855
  nChanged 7
		SP:Iteration 59Q (61965.210000 sec): 3 clusters
  Score: Raw -2483482.932226 + Penalty 3242.485158 = -2480240.447068
  nChanged 9
		SP:Iteration 60F (61965.500000 sec): 3 clusters
  Score: Raw -2483484.055558 + Penalty 3242.485158 = -2480241.570400
  nChanged 10
		SP:Iteration 61Q (61965.780000 sec): 3 clusters
  Score: Raw -2483485.330261 + Penalty 3242.485158 = -2480242.845102
  nChanged 7
		SP:Iteration 62Q (61966.060000 sec): 3 clusters
  Score: Raw -2483485.795024 + Penalty 3242.485158 = -2480243.309866
  nChanged 5
		SP:Iteration 63Q (61966.340000 sec): 3 clusters
  Score: Raw -2483486.037439 + Penalty 3242.485158 = -2480243.552281
  nChanged 3
		SP:Iteration 64Q (61966.620000 sec): 3 clusters
  Score: Raw -2483486.357761 + Penalty 3242.485158 = -2480243.872603
  nChanged 4
		SP:Iteration 65Q (61966.890000 sec): 3 clusters
  Score: Raw -2483486.888565 + Penalty 3242.485158 = -2480244.403407
  nChanged 3
		SP:Iteration 66Q (61967.170000 sec): 3 clusters
  Score: Raw -2483487.097300 + Penalty 3242.485158 = -2480244.612142
  nChanged 1
		SP:Iteration 67Q (61967.450000 sec): 3 clusters
  Score: Raw -2483487.236151 + Penalty 3242.485158 = -2480244.750993
  nChanged 0
		SP:Iteration 68F (61967.740000 sec): 3 clusters
  Score: Raw -2483487.236151 + Penalty 3242.485158 = -2480244.750993
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 4 (4896 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61967.810000 sec): 2 clusters
  Score: Raw -568990.959735 + Penalty 1380.628246 = -567610.331488
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61967.910000 sec): 3 clusters
  Score: Raw -566494.698924 + Penalty 2761.256493 = -563733.442431
  nChanged 1974
		SP:Iteration 1F (61968.000000 sec): 3 clusters
  Score: Raw -567905.415553 + Penalty 2761.256493 = -565144.159060
  nChanged 470
		SP:Iteration 2F (61968.090000 sec): 3 clusters
  Score: Raw -568405.332431 + Penalty 2761.256493 = -565644.075938
  nChanged 452
		SP:Iteration 3F (61968.180000 sec): 3 clusters
  Score: Raw -568872.555740 + Penalty 2761.256493 = -566111.299248
  nChanged 342
		SP:Iteration 4F (61968.260000 sec): 3 clusters
  Score: Raw -569195.976363 + Penalty 2761.256493 = -566434.719870
  nChanged 260
		SP:Iteration 5F (61968.350000 sec): 3 clusters
  Score: Raw -569438.817128 + Penalty 2761.256493 = -566677.560635
  nChanged 200
		SP:Iteration 6Q (61968.440000 sec): 3 clusters
  Score: Raw -569582.343639 + Penalty 2761.256493 = -566821.087146
  nChanged 161
		SP:Iteration 7Q (61968.520000 sec): 3 clusters
  Score: Raw -569678.482443 + Penalty 2761.256493 = -566917.225950
  nChanged 116
		SP:Iteration 8Q (61968.610000 sec): 3 clusters
  Score: Raw -569763.297403 + Penalty 2761.256493 = -567002.040910
  nChanged 93
		SP:Iteration 9Q (61968.700000 sec): 3 clusters
  Score: Raw -569815.941470 + Penalty 2761.256493 = -567054.684977
  nChanged 86
		SP:Iteration 10Q (61968.790000 sec): 3 clusters
  Score: Raw -569863.238826 + Penalty 2761.256493 = -567101.982333
  nChanged 77
		SP:Iteration 11Q (61968.870000 sec): 3 clusters
  Score: Raw -569907.857384 + Penalty 2761.256493 = -567146.600891
  nChanged 74
		SP:Iteration 12Q (61968.960000 sec): 3 clusters
  Score: Raw -569947.776158 + Penalty 2761.256493 = -567186.519665
  nChanged 60
		SP:Iteration 13Q (61969.040000 sec): 3 clusters
  Score: Raw -569972.295627 + Penalty 2761.256493 = -567211.039134
  nChanged 41
		SP:Iteration 14Q (61969.130000 sec): 3 clusters
  Score: Raw -569988.811746 + Penalty 2761.256493 = -567227.555253
  nChanged 29
		SP:Iteration 15Q (61969.210000 sec): 3 clusters
  Score: Raw -570001.802696 + Penalty 2761.256493 = -567240.546203
  nChanged 28
		SP:Iteration 16Q (61969.300000 sec): 3 clusters
  Score: Raw -570016.260452 + Penalty 2761.256493 = -567255.003959
  nChanged 26
		SP:Iteration 17Q (61969.380000 sec): 3 clusters
  Score: Raw -570028.960111 + Penalty 2761.256493 = -567267.703618
  nChanged 26
		SP:Iteration 18Q (61969.470000 sec): 3 clusters
  Score: Raw -570039.262667 + Penalty 2761.256493 = -567278.006174
  nChanged 20
		SP:Iteration 19Q (61969.550000 sec): 3 clusters
  Score: Raw -570045.316435 + Penalty 2761.256493 = -567284.059942
  nChanged 12
		SP:Iteration 20F (61969.640000 sec): 3 clusters
  Score: Raw -570049.956459 + Penalty 2761.256493 = -567288.699966
  nChanged 13
		SP:Iteration 21Q (61969.730000 sec): 3 clusters
  Score: Raw -570055.147524 + Penalty 2761.256493 = -567293.891031
  nChanged 17
		SP:Iteration 22Q (61969.810000 sec): 3 clusters
  Score: Raw -570060.538851 + Penalty 2761.256493 = -567299.282358
  nChanged 17
		SP:Iteration 23Q (61969.900000 sec): 3 clusters
  Score: Raw -570063.765280 + Penalty 2761.256493 = -567302.508787
  nChanged 12
		SP:Iteration 24Q (61969.980000 sec): 3 clusters
  Score: Raw -570067.527011 + Penalty 2761.256493 = -567306.270519
  nChanged 10
		SP:Iteration 25Q (61970.070000 sec): 3 clusters
  Score: Raw -570070.989245 + Penalty 2761.256493 = -567309.732753
  nChanged 10
		SP:Iteration 26Q (61970.150000 sec): 3 clusters
  Score: Raw -570073.977825 + Penalty 2761.256493 = -567312.721332
  nChanged 13
		SP:Iteration 27Q (61970.240000 sec): 3 clusters
  Score: Raw -570077.965368 + Penalty 2761.256493 = -567316.708876
  nChanged 20
		SP:Iteration 28Q (61970.320000 sec): 3 clusters
  Score: Raw -570083.523297 + Penalty 2761.256493 = -567322.266805
  nChanged 13
		SP:Iteration 29Q (61970.400000 sec): 3 clusters
  Score: Raw -570087.244595 + Penalty 2761.256493 = -567325.988102
  nChanged 15
		SP:Iteration 30Q (61970.490000 sec): 3 clusters
  Score: Raw -570092.516277 + Penalty 2761.256493 = -567331.259784
  nChanged 14
		SP:Iteration 31Q (61970.570000 sec): 3 clusters
  Score: Raw -570098.388399 + Penalty 2761.256493 = -567337.131906
  nChanged 20
		SP:Iteration 32Q (61970.660000 sec): 3 clusters
  Score: Raw -570106.023610 + Penalty 2761.256493 = -567344.767117
  nChanged 13
		SP:Iteration 33Q (61970.740000 sec): 3 clusters
  Score: Raw -570109.237460 + Penalty 2761.256493 = -567347.980967
  nChanged 13
		SP:Iteration 34Q (61970.830000 sec): 3 clusters
  Score: Raw -570111.906739 + Penalty 2761.256493 = -567350.650246
  nChanged 7
		SP:Iteration 35Q (61970.910000 sec): 3 clusters
  Score: Raw -570113.184849 + Penalty 2761.256493 = -567351.928356
  nChanged 7
		SP:Iteration 36Q (61971.000000 sec): 3 clusters
  Score: Raw -570115.253869 + Penalty 2761.256493 = -567353.997376
  nChanged 11
		SP:Iteration 37Q (61971.080000 sec): 3 clusters
  Score: Raw -570118.348086 + Penalty 2761.256493 = -567357.091593
  nChanged 15
		SP:Iteration 38Q (61971.170000 sec): 3 clusters
  Score: Raw -570124.901071 + Penalty 2761.256493 = -567363.644578
  nChanged 18
		SP:Iteration 39Q (61971.250000 sec): 3 clusters
  Score: Raw -570129.916104 + Penalty 2761.256493 = -567368.659611
  nChanged 16
		SP:Iteration 40F (61971.340000 sec): 3 clusters
  Score: Raw -570134.558409 + Penalty 2761.256493 = -567373.301916
  nChanged 10
		SP:Iteration 41Q (61971.430000 sec): 3 clusters
  Score: Raw -570137.499754 + Penalty 2761.256493 = -567376.243261
  nChanged 9
		SP:Iteration 42Q (61971.510000 sec): 3 clusters
  Score: Raw -570139.103344 + Penalty 2761.256493 = -567377.846851
  nChanged 5
		SP:Iteration 43Q (61971.600000 sec): 3 clusters
  Score: Raw -570140.979790 + Penalty 2761.256493 = -567379.723297
  nChanged 5
		SP:Iteration 44Q (61971.690000 sec): 3 clusters
  Score: Raw -570141.985705 + Penalty 2761.256493 = -567380.729212
  nChanged 4
		SP:Iteration 45Q (61971.770000 sec): 3 clusters
  Score: Raw -570142.761045 + Penalty 2761.256493 = -567381.504552
  nChanged 2
		SP:Iteration 46Q (61971.860000 sec): 3 clusters
  Score: Raw -570143.009728 + Penalty 2761.256493 = -567381.753235
  nChanged 1
		SP:Iteration 47Q (61971.940000 sec): 3 clusters
  Score: Raw -570143.085399 + Penalty 2761.256493 = -567381.828906
  nChanged 0
		SP:Iteration 48F (61972.030000 sec): 3 clusters
  Score: Raw -570143.085399 + Penalty 2761.256493 = -567381.828906
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 5 (5087 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61972.100000 sec): 2 clusters
  Score: Raw -642057.682669 + Penalty 1386.847076 = -640670.835593
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61972.210000 sec): 3 clusters
  Score: Raw -639425.662466 + Penalty 2773.694152 = -636651.968314
  nChanged 2037
		SP:Iteration 1F (61972.300000 sec): 3 clusters
  Score: Raw -640496.517644 + Penalty 2773.694152 = -637722.823492
  nChanged 373
		SP:Iteration 2F (61972.390000 sec): 3 clusters
  Score: Raw -640680.055889 + Penalty 2773.694152 = -637906.361737
  nChanged 275
		SP:Iteration 3F (61972.480000 sec): 3 clusters
  Score: Raw -640824.585201 + Penalty 2773.694152 = -638050.891049
  nChanged 217
		SP:Iteration 4Q (61972.570000 sec): 3 clusters
  Score: Raw -640924.925762 + Penalty 2773.694152 = -638151.231610
  nChanged 185
		SP:Iteration 5Q (61972.660000 sec): 3 clusters
  Score: Raw -641018.928465 + Penalty 2773.694152 = -638245.234312
  nChanged 161
		SP:Iteration 6Q (61972.750000 sec): 3 clusters
  Score: Raw -641094.575071 + Penalty 2773.694152 = -638320.880919
  nChanged 137
		SP:Iteration 7Q (61972.840000 sec): 3 clusters
  Score: Raw -641150.022700 + Penalty 2773.694152 = -638376.328548
  nChanged 114
		SP:Iteration 8Q (61972.930000 sec): 3 clusters
  Score: Raw -641191.992246 + Penalty 2773.694152 = -638418.298094
  nChanged 99
		SP:Iteration 9Q (61973.020000 sec): 3 clusters
  Score: Raw -641226.711667 + Penalty 2773.694152 = -638453.017515
  nChanged 95
		SP:Iteration 10Q (61973.110000 sec): 3 clusters
  Score: Raw -641256.871009 + Penalty 2773.694152 = -638483.176856
  nChanged 77
		SP:Iteration 11Q (61973.200000 sec): 3 clusters
  Score: Raw -641279.228196 + Penalty 2773.694152 = -638505.534044
  nChanged 65
		SP:Iteration 12Q (61973.290000 sec): 3 clusters
  Score: Raw -641301.353194 + Penalty 2773.694152 = -638527.659041
  nChanged 71
		SP:Iteration 13Q (61973.380000 sec): 3 clusters
  Score: Raw -641325.767054 + Penalty 2773.694152 = -638552.072902
  nChanged 71
		SP:Iteration 14Q (61973.470000 sec): 3 clusters
  Score: Raw -641351.032314 + Penalty 2773.694152 = -638577.338162
  nChanged 87
		SP:Iteration 15Q (61973.560000 sec): 3 clusters
  Score: Raw -641387.179309 + Penalty 2773.694152 = -638613.485157
  nChanged 109
		SP:Iteration 16Q (61973.650000 sec): 3 clusters
  Score: Raw -641433.290989 + Penalty 2773.694152 = -638659.596837
  nChanged 108
		SP:Iteration 17Q (61973.740000 sec): 3 clusters
  Score: Raw -641479.079259 + Penalty 2773.694152 = -638705.385107
  nChanged 100
		SP:Iteration 18Q (61973.830000 sec): 3 clusters
  Score: Raw -641522.478380 + Penalty 2773.694152 = -638748.784228
  nChanged 104
		SP:Iteration 19Q (61973.920000 sec): 3 clusters
  Score: Raw -641564.223195 + Penalty 2773.694152 = -638790.529043
  nChanged 105
		SP:Iteration 20F (61974.010000 sec): 3 clusters
  Score: Raw -641606.977954 + Penalty 2773.694152 = -638833.283802
  nChanged 95
		SP:Iteration 21Q (61974.100000 sec): 3 clusters
  Score: Raw -641650.197772 + Penalty 2773.694152 = -638876.503620
  nChanged 109
		SP:Iteration 22Q (61974.180000 sec): 3 clusters
  Score: Raw -641699.269170 + Penalty 2773.694152 = -638925.575018
  nChanged 102
		SP:Iteration 23Q (61974.270000 sec): 3 clusters
  Score: Raw -641754.717894 + Penalty 2773.694152 = -638981.023742
  nChanged 106
		SP:Iteration 24Q (61974.360000 sec): 3 clusters
  Score: Raw -641817.611649 + Penalty 2773.694152 = -639043.917497
  nChanged 100
		SP:Iteration 25Q (61974.460000 sec): 3 clusters
  Score: Raw -641878.085145 + Penalty 2773.694152 = -639104.390993
  nChanged 86
		SP:Iteration 26Q (61974.550000 sec): 3 clusters
  Score: Raw -641930.785526 + Penalty 2773.694152 = -639157.091373
  nChanged 81
		SP:Iteration 27Q (61974.630000 sec): 3 clusters
  Score: Raw -641976.418944 + Penalty 2773.694152 = -639202.724792
  nChanged 69
		SP:Iteration 28Q (61974.720000 sec): 3 clusters
  Score: Raw -642014.368248 + Penalty 2773.694152 = -639240.674096
  nChanged 55
		SP:Iteration 29Q (61974.810000 sec): 3 clusters
  Score: Raw -642047.245785 + Penalty 2773.694152 = -639273.551633
  nChanged 48
		SP:Iteration 30Q (61974.890000 sec): 3 clusters
  Score: Raw -642071.820586 + Penalty 2773.694152 = -639298.126434
  nChanged 37
		SP:Iteration 31Q (61974.980000 sec): 3 clusters
  Score: Raw -642093.733672 + Penalty 2773.694152 = -639320.039520
  nChanged 41
		SP:Iteration 32Q (61975.070000 sec): 3 clusters
  Score: Raw -642115.766526 + Penalty 2773.694152 = -639342.072374
  nChanged 36
		SP:Iteration 33Q (61975.150000 sec): 3 clusters
  Score: Raw -642140.963134 + Penalty 2773.694152 = -639367.268982
  nChanged 40
		SP:Iteration 34Q (61975.240000 sec): 3 clusters
  Score: Raw -642167.733308 + Penalty 2773.694152 = -639394.039156
  nChanged 31
		SP:Iteration 35Q (61975.330000 sec): 3 clusters
  Score: Raw -642185.870173 + Penalty 2773.694152 = -639412.176021
  nChanged 24
		SP:Iteration 36Q (61975.410000 sec): 3 clusters
  Score: Raw -642199.232227 + Penalty 2773.694152 = -639425.538075
  nChanged 19
		SP:Iteration 37Q (61975.500000 sec): 3 clusters
  Score: Raw -642212.557940 + Penalty 2773.694152 = -639438.863788
  nChanged 21
		SP:Iteration 38Q (61975.580000 sec): 3 clusters
  Score: Raw -642228.973093 + Penalty 2773.694152 = -639455.278941
  nChanged 19
		SP:Iteration 39Q (61975.670000 sec): 3 clusters
  Score: Raw -642241.414508 + Penalty 2773.694152 = -639467.720356
  nChanged 12
		SP:Iteration 40F (61975.760000 sec): 3 clusters
  Score: Raw -642246.499541 + Penalty 2773.694152 = -639472.805389
  nChanged 9
		SP:Iteration 41Q (61975.840000 sec): 3 clusters
  Score: Raw -642251.028864 + Penalty 2773.694152 = -639477.334712
  nChanged 6
		SP:Iteration 42Q (61975.930000 sec): 3 clusters
  Score: Raw -642253.897581 + Penalty 2773.694152 = -639480.203429
  nChanged 5
		SP:Iteration 43Q (61976.010000 sec): 3 clusters
  Score: Raw -642255.982046 + Penalty 2773.694152 = -639482.287894
  nChanged 4
		SP:Iteration 44Q (61976.100000 sec): 3 clusters
  Score: Raw -642258.119505 + Penalty 2773.694152 = -639484.425353
  nChanged 3
		SP:Iteration 45Q (61976.190000 sec): 3 clusters
  Score: Raw -642259.929410 + Penalty 2773.694152 = -639486.235258
  nChanged 4
		SP:Iteration 46Q (61976.270000 sec): 3 clusters
  Score: Raw -642263.911799 + Penalty 2773.694152 = -639490.217647
  nChanged 8
		SP:Iteration 47Q (61976.350000 sec): 3 clusters
  Score: Raw -642267.743442 + Penalty 2773.694152 = -639494.049290
  nChanged 5
		SP:Iteration 48Q (61976.440000 sec): 3 clusters
  Score: Raw -642270.010476 + Penalty 2773.694152 = -639496.316324
  nChanged 6
		SP:Iteration 49Q (61976.530000 sec): 3 clusters
  Score: Raw -642272.368077 + Penalty 2773.694152 = -639498.673925
  nChanged 7
		SP:Iteration 50Q (61976.610000 sec): 3 clusters
  Score: Raw -642274.947702 + Penalty 2773.694152 = -639501.253550
  nChanged 4
		SP:Iteration 51Q (61976.700000 sec): 3 clusters
  Score: Raw -642277.979135 + Penalty 2773.694152 = -639504.284983
  nChanged 7
		SP:Iteration 52Q (61976.780000 sec): 3 clusters
  Score: Raw -642281.777083 + Penalty 2773.694152 = -639508.082931
  nChanged 3
		SP:Iteration 53Q (61976.870000 sec): 3 clusters
  Score: Raw -642282.640159 + Penalty 2773.694152 = -639508.946007
  nChanged 1
		SP:Iteration 54Q (61976.950000 sec): 3 clusters
  Score: Raw -642282.937693 + Penalty 2773.694152 = -639509.243541
  nChanged 2
		SP:Iteration 55Q (61977.040000 sec): 3 clusters
  Score: Raw -642284.017635 + Penalty 2773.694152 = -639510.323483
  nChanged 1
		SP:Iteration 56Q (61977.130000 sec): 3 clusters
  Score: Raw -642284.425456 + Penalty 2773.694152 = -639510.731304
  nChanged 1
		SP:Iteration 57Q (61977.210000 sec): 3 clusters
  Score: Raw -642284.793342 + Penalty 2773.694152 = -639511.099190
  nChanged 0
		SP:Iteration 58F (61977.300000 sec): 3 clusters
  Score: Raw -642284.793342 + Penalty 2773.694152 = -639511.099190
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 6 (2091 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61977.370000 sec): 2 clusters
  Score: Raw -222196.121366 + Penalty 1242.377126 = -220953.744240
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61977.410000 sec): 3 clusters
  Score: Raw -221356.495700 + Penalty 2484.754252 = -218871.741447
  nChanged 746
		SP:Iteration 1F (61977.450000 sec): 3 clusters
  Score: Raw -221920.821915 + Penalty 2484.754252 = -219436.067663
  nChanged 190
		SP:Iteration 2F (61977.490000 sec): 3 clusters
  Score: Raw -222151.148716 + Penalty 2484.754252 = -219666.394464
  nChanged 180
		SP:Iteration 3F (61977.530000 sec): 3 clusters
  Score: Raw -222354.720437 + Penalty 2484.754252 = -219869.966184
  nChanged 128
		SP:Iteration 4F (61977.570000 sec): 3 clusters
  Score: Raw -222484.100517 + Penalty 2484.754252 = -219999.346265
  nChanged 78
		SP:Iteration 5Q (61977.610000 sec): 3 clusters
  Score: Raw -222550.925985 + Penalty 2484.754252 = -220066.171732
  nChanged 64
		SP:Iteration 6Q (61977.650000 sec): 3 clusters
  Score: Raw -222607.724374 + Penalty 2484.754252 = -220122.970122
  nChanged 40
		SP:Iteration 7Q (61977.690000 sec): 3 clusters
  Score: Raw -222640.948124 + Penalty 2484.754252 = -220156.193871
  nChanged 36
		SP:Iteration 8Q (61977.720000 sec): 3 clusters
  Score: Raw -222681.969202 + Penalty 2484.754252 = -220197.214949
  nChanged 37
		SP:Iteration 9Q (61977.760000 sec): 3 clusters
  Score: Raw -222732.171428 + Penalty 2484.754252 = -220247.417176
  nChanged 45
		SP:Iteration 10Q (61977.800000 sec): 3 clusters
  Score: Raw -222782.486813 + Penalty 2484.754252 = -220297.732561
  nChanged 43
		SP:Iteration 11Q (61977.840000 sec): 3 clusters
  Score: Raw -222832.378854 + Penalty 2484.754252 = -220347.624602
  nChanged 50
		SP:Iteration 12Q (61977.880000 sec): 3 clusters
  Score: Raw -222895.718152 + Penalty 2484.754252 = -220410.963900
  nChanged 50
		SP:Iteration 13Q (61977.920000 sec): 3 clusters
  Score: Raw -222946.684949 + Penalty 2484.754252 = -220461.930696
  nChanged 40
		SP:Iteration 14Q (61977.960000 sec): 3 clusters
  Score: Raw -222982.374989 + Penalty 2484.754252 = -220497.620737
  nChanged 24
		SP:Iteration 15Q (61978.000000 sec): 3 clusters
  Score: Raw -223016.571168 + Penalty 2484.754252 = -220531.816916
  nChanged 18
		SP:Iteration 16Q (61978.040000 sec): 3 clusters
  Score: Raw -223033.872187 + Penalty 2484.754252 = -220549.117935
  nChanged 22
		SP:Iteration 17Q (61978.070000 sec): 3 clusters
  Score: Raw -223055.244694 + Penalty 2484.754252 = -220570.490442
  nChanged 20
		SP:Iteration 18Q (61978.110000 sec): 3 clusters
  Score: Raw -223070.404607 + Penalty 2484.754252 = -220585.650355
  nChanged 12
		SP:Iteration 19Q (61978.150000 sec): 3 clusters
  Score: Raw -223076.808477 + Penalty 2484.754252 = -220592.054225
  nChanged 5
		SP:Iteration 20F (61978.190000 sec): 3 clusters
  Score: Raw -223081.720181 + Penalty 2484.754252 = -220596.965929
  nChanged 8
		SP:Iteration 21Q (61978.230000 sec): 3 clusters
  Score: Raw -223089.774800 + Penalty 2484.754252 = -220605.020548
  nChanged 15
		SP:Iteration 22Q (61978.270000 sec): 3 clusters
  Score: Raw -223098.816238 + Penalty 2484.754252 = -220614.061986
  nChanged 9
		SP:Iteration 23Q (61978.310000 sec): 3 clusters
  Score: Raw -223105.891177 + Penalty 2484.754252 = -220621.136925
  nChanged 11
		SP:Iteration 24Q (61978.350000 sec): 3 clusters
  Score: Raw -223114.327843 + Penalty 2484.754252 = -220629.573590
  nChanged 10
		SP:Iteration 25Q (61978.390000 sec): 3 clusters
  Score: Raw -223120.334763 + Penalty 2484.754252 = -220635.580511
  nChanged 7
		SP:Iteration 26Q (61978.420000 sec): 3 clusters
  Score: Raw -223124.761430 + Penalty 2484.754252 = -220640.007177
  nChanged 4
		SP:Iteration 27Q (61978.460000 sec): 3 clusters
  Score: Raw -223127.983993 + Penalty 2484.754252 = -220643.229741
  nChanged 5
		SP:Iteration 28Q (61978.500000 sec): 3 clusters
  Score: Raw -223130.459290 + Penalty 2484.754252 = -220645.705038
  nChanged 5
		SP:Iteration 29Q (61978.540000 sec): 3 clusters
  Score: Raw -223134.614116 + Penalty 2484.754252 = -220649.859864
  nChanged 6
		SP:Iteration 30Q (61978.570000 sec): 3 clusters
  Score: Raw -223140.414690 + Penalty 2484.754252 = -220655.660437
  nChanged 4
		SP:Iteration 31Q (61978.610000 sec): 3 clusters
  Score: Raw -223143.579278 + Penalty 2484.754252 = -220658.825025
  nChanged 4
		SP:Iteration 32Q (61978.650000 sec): 3 clusters
  Score: Raw -223145.076434 + Penalty 2484.754252 = -220660.322182
  nChanged 3
		SP:Iteration 33Q (61978.690000 sec): 3 clusters
  Score: Raw -223146.488626 + Penalty 2484.754252 = -220661.734374
  nChanged 2
		SP:Iteration 34Q (61978.730000 sec): 3 clusters
  Score: Raw -223147.134288 + Penalty 2484.754252 = -220662.380035
  nChanged 3
		SP:Iteration 35Q (61978.770000 sec): 3 clusters
  Score: Raw -223147.655298 + Penalty 2484.754252 = -220662.901045
  nChanged 0
		SP:Iteration 36F (61978.810000 sec): 3 clusters
  Score: Raw -223147.655298 + Penalty 2484.754252 = -220662.901045
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 7 (9983 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61978.950000 sec): 2 clusters
  Score: Raw -1163056.347782 + Penalty 1496.403825 = -1161559.943957
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61979.110000 sec): 3 clusters
  Score: Raw -1157416.515812 + Penalty 2992.807651 = -1154423.708162
  nChanged 4295
		SP:Iteration 1F (61979.260000 sec): 3 clusters
  Score: Raw -1159810.164512 + Penalty 2992.807651 = -1156817.356861
  nChanged 696
		SP:Iteration 2F (61979.410000 sec): 3 clusters
  Score: Raw -1160151.938660 + Penalty 2992.807651 = -1157159.131009
  nChanged 568
		SP:Iteration 3F (61979.580000 sec): 3 clusters
  Score: Raw -1160447.812766 + Penalty 2992.807651 = -1157455.005115
  nChanged 560
		SP:Iteration 4F (61979.730000 sec): 3 clusters
  Score: Raw -1160772.693206 + Penalty 2992.807651 = -1157779.885555
  nChanged 563
		SP:Iteration 5F (61979.890000 sec): 3 clusters
  Score: Raw -1161147.627290 + Penalty 2992.807651 = -1158154.819640
  nChanged 603
		SP:Iteration 6F (61980.070000 sec): 3 clusters
  Score: Raw -1161539.639806 + Penalty 2992.807651 = -1158546.832155
  nChanged 546
		SP:Iteration 7F (61980.230000 sec): 3 clusters
  Score: Raw -1161894.437871 + Penalty 2992.807651 = -1158901.630220
  nChanged 427
		SP:Iteration 8Q (61980.380000 sec): 3 clusters
  Score: Raw -1162145.849073 + Penalty 2992.807651 = -1159153.041422
  nChanged 350
		SP:Iteration 9Q (61980.530000 sec): 3 clusters
  Score: Raw -1162343.326112 + Penalty 2992.807651 = -1159350.518462
  nChanged 279
		SP:Iteration 10Q (61980.670000 sec): 3 clusters
  Score: Raw -1162497.504173 + Penalty 2992.807651 = -1159504.696522
  nChanged 239
		SP:Iteration 11Q (61980.830000 sec): 3 clusters
  Score: Raw -1162650.750228 + Penalty 2992.807651 = -1159657.942577
  nChanged 221
		SP:Iteration 12Q (61981.010000 sec): 3 clusters
  Score: Raw -1162796.911532 + Penalty 2992.807651 = -1159804.103882
  nChanged 209
		SP:Iteration 13Q (61981.160000 sec): 3 clusters
  Score: Raw -1162972.942506 + Penalty 2992.807651 = -1159980.134855
  nChanged 173
		SP:Iteration 14Q (61981.310000 sec): 3 clusters
  Score: Raw -1163118.567402 + Penalty 2992.807651 = -1160125.759751
  nChanged 123
		SP:Iteration 15Q (61981.480000 sec): 3 clusters
  Score: Raw -1163204.113054 + Penalty 2992.807651 = -1160211.305403
  nChanged 89
		SP:Iteration 16Q (61981.630000 sec): 3 clusters
  Score: Raw -1163252.121321 + Penalty 2992.807651 = -1160259.313670
  nChanged 66
		SP:Iteration 17Q (61981.780000 sec): 3 clusters
  Score: Raw -1163288.128409 + Penalty 2992.807651 = -1160295.320758
  nChanged 47
		SP:Iteration 18Q (61981.950000 sec): 3 clusters
  Score: Raw -1163310.621153 + Penalty 2992.807651 = -1160317.813502
  nChanged 28
		SP:Iteration 19Q (61982.100000 sec): 3 clusters
  Score: Raw -1163321.629356 + Penalty 2992.807651 = -1160328.821706
  nChanged 22
		SP:Iteration 20F (61982.240000 sec): 3 clusters
  Score: Raw -1163330.446396 + Penalty 2992.807651 = -1160337.638745
  nChanged 18
		SP:Iteration 21Q (61982.380000 sec): 3 clusters
  Score: Raw -1163337.096759 + Penalty 2992.807651 = -1160344.289108
  nChanged 12
		SP:Iteration 22Q (61982.540000 sec): 3 clusters
  Score: Raw -1163340.444804 + Penalty 2992.807651 = -1160347.637153
  nChanged 8
		SP:Iteration 23Q (61982.680000 sec): 3 clusters
  Score: Raw -1163342.626184 + Penalty 2992.807651 = -1160349.818534
  nChanged 7
		SP:Iteration 24Q (61982.830000 sec): 3 clusters
  Score: Raw -1163345.722746 + Penalty 2992.807651 = -1160352.915095
  nChanged 7
		SP:Iteration 25Q (61983.000000 sec): 3 clusters
  Score: Raw -1163348.361920 + Penalty 2992.807651 = -1160355.554269
  nChanged 9
		SP:Iteration 26Q (61983.150000 sec): 3 clusters
  Score: Raw -1163351.115262 + Penalty 2992.807651 = -1160358.307611
  nChanged 4
		SP:Iteration 27Q (61983.280000 sec): 3 clusters
  Score: Raw -1163352.753418 + Penalty 2992.807651 = -1160359.945767
  nChanged 4
		SP:Iteration 28Q (61983.430000 sec): 3 clusters
  Score: Raw -1163353.894351 + Penalty 2992.807651 = -1160361.086701
  nChanged 3
		SP:Iteration 29Q (61983.610000 sec): 3 clusters
  Score: Raw -1163355.252432 + Penalty 2992.807651 = -1160362.444782
  nChanged 5
		SP:Iteration 30Q (61983.760000 sec): 3 clusters
  Score: Raw -1163356.248419 + Penalty 2992.807651 = -1160363.440768
  nChanged 2
		SP:Iteration 31Q (61983.890000 sec): 3 clusters
  Score: Raw -1163356.686596 + Penalty 2992.807651 = -1160363.878946
  nChanged 2
		SP:Iteration 32Q (61984.050000 sec): 3 clusters
  Score: Raw -1163357.085043 + Penalty 2992.807651 = -1160364.277392
  nChanged 1
		SP:Iteration 33Q (61984.220000 sec): 3 clusters
  Score: Raw -1163357.239522 + Penalty 2992.807651 = -1160364.431871
  nChanged 2
		SP:Iteration 34Q (61984.360000 sec): 3 clusters
  Score: Raw -1163357.621292 + Penalty 2992.807651 = -1160364.813641
  nChanged 1
		SP:Iteration 35Q (61984.500000 sec): 3 clusters
  Score: Raw -1163357.729276 + Penalty 2992.807651 = -1160364.921625
  nChanged 1
		SP:Iteration 36Q (61984.680000 sec): 3 clusters
  Score: Raw -1163357.886235 + Penalty 2992.807651 = -1160365.078584
  nChanged 0
		SP:Iteration 37F (61984.840000 sec): 3 clusters
  Score: Raw -1163357.886235 + Penalty 2992.807651 = -1160365.078584
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 8 (12667 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61984.980000 sec): 2 clusters
  Score: Raw -1427408.452509 + Penalty 1535.097763 = -1425873.354746
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61985.150000 sec): 3 clusters
  Score: Raw -1420113.417745 + Penalty 3070.195526 = -1417043.222219
  nChanged 5617
		SP:Iteration 1F (61985.320000 sec): 3 clusters
  Score: Raw -1423246.002103 + Penalty 3070.195526 = -1420175.806577
  nChanged 813
		SP:Iteration 2F (61985.520000 sec): 3 clusters
  Score: Raw -1423641.286511 + Penalty 3070.195526 = -1420571.090985
  nChanged 759
		SP:Iteration 3F (61985.700000 sec): 3 clusters
  Score: Raw -1424028.158560 + Penalty 3070.195526 = -1420957.963034
  nChanged 741
		SP:Iteration 4F (61985.860000 sec): 3 clusters
  Score: Raw -1424417.731088 + Penalty 3070.195526 = -1421347.535562
  nChanged 724
		SP:Iteration 5F (61986.060000 sec): 3 clusters
  Score: Raw -1424836.552884 + Penalty 3070.195526 = -1421766.357358
  nChanged 712
		SP:Iteration 6F (61986.240000 sec): 3 clusters
  Score: Raw -1425286.286511 + Penalty 3070.195526 = -1422216.090985
  nChanged 681
		SP:Iteration 7F (61986.410000 sec): 3 clusters
  Score: Raw -1425730.989835 + Penalty 3070.195526 = -1422660.794309
  nChanged 628
		SP:Iteration 8Q (61986.610000 sec): 3 clusters
  Score: Raw -1426145.041195 + Penalty 3070.195526 = -1423074.845669
  nChanged 544
		SP:Iteration 9Q (61986.790000 sec): 3 clusters
  Score: Raw -1426529.119569 + Penalty 3070.195526 = -1423458.924042
  nChanged 439
		SP:Iteration 10Q (61986.960000 sec): 3 clusters
  Score: Raw -1426840.412459 + Penalty 3070.195526 = -1423770.216933
  nChanged 334
		SP:Iteration 11Q (61987.160000 sec): 3 clusters
  Score: Raw -1427088.083200 + Penalty 3070.195526 = -1424017.887674
  nChanged 258
		SP:Iteration 12Q (61987.330000 sec): 3 clusters
  Score: Raw -1427291.837612 + Penalty 3070.195526 = -1424221.642086
  nChanged 144
		SP:Iteration 13Q (61987.500000 sec): 3 clusters
  Score: Raw -1427398.426296 + Penalty 3070.195526 = -1424328.230769
  nChanged 103
		SP:Iteration 14Q (61987.690000 sec): 3 clusters
  Score: Raw -1427482.492227 + Penalty 3070.195526 = -1424412.296701
  nChanged 65
		SP:Iteration 15Q (61987.850000 sec): 3 clusters
  Score: Raw -1427543.328697 + Penalty 3070.195526 = -1424473.133170
  nChanged 38
		SP:Iteration 16Q (61988.010000 sec): 3 clusters
  Score: Raw -1427576.173157 + Penalty 3070.195526 = -1424505.977630
  nChanged 31
		SP:Iteration 17Q (61988.170000 sec): 3 clusters
  Score: Raw -1427602.512049 + Penalty 3070.195526 = -1424532.316523
  nChanged 18
		SP:Iteration 18Q (61988.330000 sec): 3 clusters
  Score: Raw -1427617.674931 + Penalty 3070.195526 = -1424547.479405
  nChanged 18
		SP:Iteration 19Q (61988.490000 sec): 3 clusters
  Score: Raw -1427628.566606 + Penalty 3070.195526 = -1424558.371079
  nChanged 10
		SP:Iteration 20F (61988.660000 sec): 3 clusters
  Score: Raw -1427637.607959 + Penalty 3070.195526 = -1424567.412433
  nChanged 13
		SP:Iteration 21Q (61988.830000 sec): 3 clusters
  Score: Raw -1427645.717900 + Penalty 3070.195526 = -1424575.522374
  nChanged 4
		SP:Iteration 22Q (61988.980000 sec): 3 clusters
  Score: Raw -1427648.986013 + Penalty 3070.195526 = -1424578.790487
  nChanged 4
		SP:Iteration 23Q (61989.170000 sec): 3 clusters
  Score: Raw -1427652.562378 + Penalty 3070.195526 = -1424582.366852
  nChanged 5
		SP:Iteration 24Q (61989.330000 sec): 3 clusters
  Score: Raw -1427654.878358 + Penalty 3070.195526 = -1424584.682831
  nChanged 1
		SP:Iteration 25Q (61989.500000 sec): 3 clusters
  Score: Raw -1427655.852344 + Penalty 3070.195526 = -1424585.656818
  nChanged 2
		SP:Iteration 26Q (61989.660000 sec): 3 clusters
  Score: Raw -1427658.016863 + Penalty 3070.195526 = -1424587.821336
  nChanged 3
		SP:Iteration 27Q (61989.840000 sec): 3 clusters
  Score: Raw -1427661.450410 + Penalty 3070.195526 = -1424591.254884
  nChanged 3
		SP:Iteration 28Q (61990.000000 sec): 3 clusters
  Score: Raw -1427664.901903 + Penalty 3070.195526 = -1424594.706377
  nChanged 5
		SP:Iteration 29Q (61990.180000 sec): 3 clusters
  Score: Raw -1427668.618192 + Penalty 3070.195526 = -1424598.422666
  nChanged 7
		SP:Iteration 30Q (61990.340000 sec): 3 clusters
  Score: Raw -1427674.607770 + Penalty 3070.195526 = -1424604.412243
  nChanged 6
		SP:Iteration 31Q (61990.530000 sec): 3 clusters
  Score: Raw -1427681.111448 + Penalty 3070.195526 = -1424610.915922
  nChanged 3
		SP:Iteration 32Q (61990.690000 sec): 3 clusters
  Score: Raw -1427682.697184 + Penalty 3070.195526 = -1424612.501658
  nChanged 2
		SP:Iteration 33Q (61990.840000 sec): 3 clusters
  Score: Raw -1427683.980333 + Penalty 3070.195526 = -1424613.784807
  nChanged 2
		SP:Iteration 34Q (61991.010000 sec): 3 clusters
  Score: Raw -1427685.781968 + Penalty 3070.195526 = -1424615.586442
  nChanged 2
		SP:Iteration 35Q (61991.170000 sec): 3 clusters
  Score: Raw -1427687.303624 + Penalty 3070.195526 = -1424617.108098
  nChanged 1
		SP:Iteration 36Q (61991.330000 sec): 3 clusters
  Score: Raw -1427688.587863 + Penalty 3070.195526 = -1424618.392337
  nChanged 2
		SP:Iteration 37Q (61991.490000 sec): 3 clusters
  Score: Raw -1427690.195583 + Penalty 3070.195526 = -1424620.000057
  nChanged 0
		SP:Iteration 38F (61991.660000 sec): 3 clusters
  Score: Raw -1427690.195583 + Penalty 3070.195526 = -1424620.000057
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 9 (6761 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61991.760000 sec): 2 clusters
  Score: Raw -761307.127405 + Penalty 1433.075489 = -759874.051916
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61991.930000 sec): 3 clusters
  Score: Raw -757700.528397 + Penalty 2866.150978 = -754834.377418
  nChanged 2807
		SP:Iteration 1F (61992.030000 sec): 3 clusters
  Score: Raw -759306.134671 + Penalty 2866.150978 = -756439.983693
  nChanged 533
		SP:Iteration 2F (61992.130000 sec): 3 clusters
  Score: Raw -759620.763182 + Penalty 2866.150978 = -756754.612203
  nChanged 434
		SP:Iteration 3F (61992.240000 sec): 3 clusters
  Score: Raw -759891.142961 + Penalty 2866.150978 = -757024.991983
  nChanged 379
		SP:Iteration 4F (61992.340000 sec): 3 clusters
  Score: Raw -760107.267119 + Penalty 2866.150978 = -757241.116141
  nChanged 310
		SP:Iteration 5Q (61992.460000 sec): 3 clusters
  Score: Raw -760270.636763 + Penalty 2866.150978 = -757404.485785
  nChanged 262
		SP:Iteration 6Q (61992.560000 sec): 3 clusters
  Score: Raw -760455.174015 + Penalty 2866.150978 = -757589.023037
  nChanged 296
		SP:Iteration 7Q (61992.680000 sec): 3 clusters
  Score: Raw -760707.525135 + Penalty 2866.150978 = -757841.374157
  nChanged 336
		SP:Iteration 8Q (61992.790000 sec): 3 clusters
  Score: Raw -761014.817229 + Penalty 2866.150978 = -758148.666251
  nChanged 352
		SP:Iteration 9F (61992.900000 sec): 3 clusters
  Score: Raw -761287.388425 + Penalty 2866.150978 = -758421.237446
  nChanged 308
		SP:Iteration 10Q (61993.020000 sec): 3 clusters
  Score: Raw -761512.335489 + Penalty 2866.150978 = -758646.184510
  nChanged 258
		SP:Iteration 11Q (61993.120000 sec): 3 clusters
  Score: Raw -761701.787863 + Penalty 2866.150978 = -758835.636884
  nChanged 222
		SP:Iteration 12Q (61993.230000 sec): 3 clusters
  Score: Raw -761864.177183 + Penalty 2866.150978 = -758998.026205
  nChanged 191
		SP:Iteration 13Q (61993.340000 sec): 3 clusters
  Score: Raw -761993.504573 + Penalty 2866.150978 = -759127.353594
  nChanged 147
		SP:Iteration 14Q (61993.460000 sec): 3 clusters
  Score: Raw -762099.051924 + Penalty 2866.150978 = -759232.900946
  nChanged 136
		SP:Iteration 15Q (61993.570000 sec): 3 clusters
  Score: Raw -762185.642538 + Penalty 2866.150978 = -759319.491559
  nChanged 120
		SP:Iteration 16Q (61993.680000 sec): 3 clusters
  Score: Raw -762268.125299 + Penalty 2866.150978 = -759401.974321
  nChanged 101
		SP:Iteration 17Q (61993.800000 sec): 3 clusters
  Score: Raw -762337.537201 + Penalty 2866.150978 = -759471.386223
  nChanged 90
		SP:Iteration 18Q (61993.910000 sec): 3 clusters
  Score: Raw -762393.793196 + Penalty 2866.150978 = -759527.642218
  nChanged 76
		SP:Iteration 19Q (61994.020000 sec): 3 clusters
  Score: Raw -762453.086368 + Penalty 2866.150978 = -759586.935390
  nChanged 71
		SP:Iteration 20F (61994.130000 sec): 3 clusters
  Score: Raw -762516.039183 + Penalty 2866.150978 = -759649.888204
  nChanged 58
		SP:Iteration 21Q (61994.240000 sec): 3 clusters
  Score: Raw -762578.531286 + Penalty 2866.150978 = -759712.380308
  nChanged 81
		SP:Iteration 22Q (61994.350000 sec): 3 clusters
  Score: Raw -762721.660177 + Penalty 2866.150978 = -759855.509199
  nChanged 94
		SP:Iteration 23Q (61994.460000 sec): 3 clusters
  Score: Raw -762902.028017 + Penalty 2866.150978 = -760035.877039
  nChanged 86
		SP:Iteration 24Q (61994.570000 sec): 3 clusters
  Score: Raw -762982.132102 + Penalty 2866.150978 = -760115.981124
  nChanged 62
		SP:Iteration 25Q (61994.680000 sec): 3 clusters
  Score: Raw -763007.921784 + Penalty 2866.150978 = -760141.770806
  nChanged 23
		SP:Iteration 26Q (61994.790000 sec): 3 clusters
  Score: Raw -763015.955870 + Penalty 2866.150978 = -760149.804892
  nChanged 22
		SP:Iteration 27Q (61994.900000 sec): 3 clusters
  Score: Raw -763022.740102 + Penalty 2866.150978 = -760156.589124
  nChanged 14
		SP:Iteration 28Q (61995.000000 sec): 3 clusters
  Score: Raw -763026.120105 + Penalty 2866.150978 = -760159.969127
  nChanged 6
		SP:Iteration 29Q (61995.120000 sec): 3 clusters
  Score: Raw -763027.466294 + Penalty 2866.150978 = -760161.315316
  nChanged 4
		SP:Iteration 30Q (61995.230000 sec): 3 clusters
  Score: Raw -763028.267408 + Penalty 2866.150978 = -760162.116430
  nChanged 2
		SP:Iteration 31Q (61995.330000 sec): 3 clusters
  Score: Raw -763028.511090 + Penalty 2866.150978 = -760162.360111
  nChanged 2
		SP:Iteration 32Q (61995.440000 sec): 3 clusters
  Score: Raw -763028.806246 + Penalty 2866.150978 = -760162.655268
  nChanged 1
		SP:Iteration 33Q (61995.550000 sec): 3 clusters
  Score: Raw -763029.020196 + Penalty 2866.150978 = -760162.869218
  nChanged 0
		SP:Iteration 34F (61995.660000 sec): 3 clusters
  Score: Raw -763029.020196 + Penalty 2866.150978 = -760162.869218
  nChanged 0
  Score: Raw -119141464.203578 + Penalty 265543.287490 = -118875920.916088

Splitting cluster 9 changes total score from -118876429.122902 to -118875920.916088

 So it's not getting split.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 10 (8319 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62359.940000 sec): 2 clusters
  Score: Raw -1016166.171107 + Penalty 1466.773317 = -1014699.397790
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62360.070000 sec): 3 clusters
  Score: Raw -1011567.698314 + Penalty 2933.546634 = -1008634.151680
  nChanged 3563
		SP:Iteration 1F (62360.190000 sec): 3 clusters
  Score: Raw -1013621.164734 + Penalty 2933.546634 = -1010687.618100
  nChanged 605
		SP:Iteration 2F (62360.330000 sec): 3 clusters
  Score: Raw -1013933.468839 + Penalty 2933.546634 = -1010999.922206
  nChanged 447
		SP:Iteration 3F (62360.450000 sec): 3 clusters
  Score: Raw -1014176.758968 + Penalty 2933.546634 = -1011243.212334
  nChanged 415
		SP:Iteration 4Q (62360.580000 sec): 3 clusters
  Score: Raw -1014369.947752 + Penalty 2933.546634 = -1011436.401119
  nChanged 361
		SP:Iteration 5Q (62360.720000 sec): 3 clusters
  Score: Raw -1014528.228202 + Penalty 2933.546634 = -1011594.681569
  nChanged 318
		SP:Iteration 6Q (62360.840000 sec): 3 clusters
  Score: Raw -1014688.887272 + Penalty 2933.546634 = -1011755.340638
  nChanged 342
		SP:Iteration 7Q (62360.970000 sec): 3 clusters
  Score: Raw -1014882.968504 + Penalty 2933.546634 = -1011949.421871
  nChanged 401
		SP:Iteration 8Q (62361.100000 sec): 3 clusters
  Score: Raw -1015099.590550 + Penalty 2933.546634 = -1012166.043917
  nChanged 341
		SP:Iteration 9Q (62361.220000 sec): 3 clusters
  Score: Raw -1015296.832323 + Penalty 2933.546634 = -1012363.285690
  nChanged 337
		SP:Iteration 10Q (62361.350000 sec): 3 clusters
  Score: Raw -1015518.215001 + Penalty 2933.546634 = -1012584.668367
  nChanged 326
		SP:Iteration 11Q (62361.470000 sec): 3 clusters
  Score: Raw -1015718.829700 + Penalty 2933.546634 = -1012785.283066
  nChanged 272
		SP:Iteration 12Q (62361.580000 sec): 3 clusters
  Score: Raw -1015897.036504 + Penalty 2933.546634 = -1012963.489871
  nChanged 223
		SP:Iteration 13Q (62361.710000 sec): 3 clusters
  Score: Raw -1016036.793818 + Penalty 2933.546634 = -1013103.247185
  nChanged 197
		SP:Iteration 14Q (62361.840000 sec): 3 clusters
  Score: Raw -1016160.524332 + Penalty 2933.546634 = -1013226.977699
  nChanged 171
		SP:Iteration 15Q (62361.960000 sec): 3 clusters
  Score: Raw -1016274.009663 + Penalty 2933.546634 = -1013340.463030
  nChanged 165
		SP:Iteration 16Q (62362.090000 sec): 3 clusters
  Score: Raw -1016393.559408 + Penalty 2933.546634 = -1013460.012774
  nChanged 133
		SP:Iteration 17Q (62362.210000 sec): 3 clusters
  Score: Raw -1016480.289615 + Penalty 2933.546634 = -1013546.742981
  nChanged 106
		SP:Iteration 18Q (62362.340000 sec): 3 clusters
  Score: Raw -1016541.610123 + Penalty 2933.546634 = -1013608.063489
  nChanged 89
		SP:Iteration 19Q (62362.470000 sec): 3 clusters
  Score: Raw -1016589.732119 + Penalty 2933.546634 = -1013656.185485
  nChanged 85
		SP:Iteration 20F (62362.600000 sec): 3 clusters
  Score: Raw -1016636.322064 + Penalty 2933.546634 = -1013702.775430
  nChanged 62
		SP:Iteration 21Q (62362.720000 sec): 3 clusters
  Score: Raw -1016672.965908 + Penalty 2933.546634 = -1013739.419275
  nChanged 69
		SP:Iteration 22Q (62362.850000 sec): 3 clusters
  Score: Raw -1016713.283069 + Penalty 2933.546634 = -1013779.736435
  nChanged 65
		SP:Iteration 23Q (62362.970000 sec): 3 clusters
  Score: Raw -1016745.077171 + Penalty 2933.546634 = -1013811.530538
  nChanged 45
		SP:Iteration 24Q (62363.090000 sec): 3 clusters
  Score: Raw -1016769.240302 + Penalty 2933.546634 = -1013835.693669
  nChanged 37
		SP:Iteration 25Q (62363.210000 sec): 3 clusters
  Score: Raw -1016782.439699 + Penalty 2933.546634 = -1013848.893066
  nChanged 22
		SP:Iteration 26Q (62363.340000 sec): 3 clusters
  Score: Raw -1016789.227619 + Penalty 2933.546634 = -1013855.680986
  nChanged 17
		SP:Iteration 27Q (62363.460000 sec): 3 clusters
  Score: Raw -1016794.793576 + Penalty 2933.546634 = -1013861.246942
  nChanged 19
		SP:Iteration 28Q (62363.590000 sec): 3 clusters
  Score: Raw -1016803.189120 + Penalty 2933.546634 = -1013869.642486
  nChanged 24
		SP:Iteration 29Q (62363.710000 sec): 3 clusters
  Score: Raw -1016810.224286 + Penalty 2933.546634 = -1013876.677653
  nChanged 19
		SP:Iteration 30Q (62363.840000 sec): 3 clusters
  Score: Raw -1016814.714016 + Penalty 2933.546634 = -1013881.167382
  nChanged 15
		SP:Iteration 31Q (62363.960000 sec): 3 clusters
  Score: Raw -1016817.973811 + Penalty 2933.546634 = -1013884.427177
  nChanged 11
		SP:Iteration 32Q (62364.080000 sec): 3 clusters
  Score: Raw -1016822.550802 + Penalty 2933.546634 = -1013889.004169
  nChanged 13
		SP:Iteration 33Q (62364.200000 sec): 3 clusters
  Score: Raw -1016828.152399 + Penalty 2933.546634 = -1013894.605765
  nChanged 15
		SP:Iteration 34Q (62364.330000 sec): 3 clusters
  Score: Raw -1016833.028269 + Penalty 2933.546634 = -1013899.481636
  nChanged 10
		SP:Iteration 35Q (62364.450000 sec): 3 clusters
  Score: Raw -1016837.177197 + Penalty 2933.546634 = -1013903.630563
  nChanged 12
		SP:Iteration 36Q (62364.570000 sec): 3 clusters
  Score: Raw -1016842.667679 + Penalty 2933.546634 = -1013909.121045
  nChanged 14
		SP:Iteration 37Q (62364.700000 sec): 3 clusters
  Score: Raw -1016847.987236 + Penalty 2933.546634 = -1013914.440602
  nChanged 9
		SP:Iteration 38Q (62364.820000 sec): 3 clusters
  Score: Raw -1016851.166945 + Penalty 2933.546634 = -1013917.620311
  nChanged 12
		SP:Iteration 39Q (62364.940000 sec): 3 clusters
  Score: Raw -1016855.330372 + Penalty 2933.546634 = -1013921.783739
  nChanged 7
		SP:Iteration 40F (62365.070000 sec): 3 clusters
  Score: Raw -1016857.430288 + Penalty 2933.546634 = -1013923.883654
  nChanged 8
		SP:Iteration 41Q (62365.190000 sec): 3 clusters
  Score: Raw -1016859.298506 + Penalty 2933.546634 = -1013925.751873
  nChanged 6
		SP:Iteration 42Q (62365.320000 sec): 3 clusters
  Score: Raw -1016860.643858 + Penalty 2933.546634 = -1013927.097224
  nChanged 5
		SP:Iteration 43Q (62365.430000 sec): 3 clusters
  Score: Raw -1016861.275904 + Penalty 2933.546634 = -1013927.729271
  nChanged 0
		SP:Iteration 44F (62365.560000 sec): 3 clusters
  Score: Raw -1016861.275904 + Penalty 2933.546634 = -1013927.729271
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 11 (14969 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62365.720000 sec): 2 clusters
  Score: Raw -1829307.947207 + Penalty 1562.232210 = -1827745.714998
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62365.910000 sec): 3 clusters
  Score: Raw -1820426.233912 + Penalty 3124.464419 = -1817301.769493
  nChanged 6660
		SP:Iteration 1F (62366.100000 sec): 3 clusters
  Score: Raw -1824150.223906 + Penalty 3124.464419 = -1821025.759486
  nChanged 1010
		SP:Iteration 2F (62366.290000 sec): 3 clusters
  Score: Raw -1824662.303894 + Penalty 3124.464419 = -1821537.839475
  nChanged 924
		SP:Iteration 3F (62366.480000 sec): 3 clusters
  Score: Raw -1825163.982442 + Penalty 3124.464419 = -1822039.518023
  nChanged 927
		SP:Iteration 4F (62366.720000 sec): 3 clusters
  Score: Raw -1825737.801546 + Penalty 3124.464419 = -1822613.337127
  nChanged 863
		SP:Iteration 5F (62366.900000 sec): 3 clusters
  Score: Raw -1826291.333473 + Penalty 3124.464419 = -1823166.869053
  nChanged 834
		SP:Iteration 6F (62367.090000 sec): 3 clusters
  Score: Raw -1826798.213036 + Penalty 3124.464419 = -1823673.748617
  nChanged 690
		SP:Iteration 7Q (62367.280000 sec): 3 clusters
  Score: Raw -1827178.929770 + Penalty 3124.464419 = -1824054.465350
  nChanged 603
		SP:Iteration 8Q (62367.480000 sec): 3 clusters
  Score: Raw -1827520.920455 + Penalty 3124.464419 = -1824396.456036
  nChanged 571
		SP:Iteration 9Q (62367.660000 sec): 3 clusters
  Score: Raw -1827848.680882 + Penalty 3124.464419 = -1824724.216463
  nChanged 490
		SP:Iteration 10Q (62367.900000 sec): 3 clusters
  Score: Raw -1828124.569492 + Penalty 3124.464419 = -1825000.105072
  nChanged 439
		SP:Iteration 11Q (62368.090000 sec): 3 clusters
  Score: Raw -1828351.293293 + Penalty 3124.464419 = -1825226.828874
  nChanged 345
		SP:Iteration 12Q (62368.280000 sec): 3 clusters
  Score: Raw -1828517.258422 + Penalty 3124.464419 = -1825392.794003
  nChanged 310
		SP:Iteration 13Q (62368.460000 sec): 3 clusters
  Score: Raw -1828656.656915 + Penalty 3124.464419 = -1825532.192496
  nChanged 266
		SP:Iteration 14Q (62368.710000 sec): 3 clusters
  Score: Raw -1828760.547747 + Penalty 3124.464419 = -1825636.083328
  nChanged 242
		SP:Iteration 15Q (62368.890000 sec): 3 clusters
  Score: Raw -1828848.664446 + Penalty 3124.464419 = -1825724.200026
  nChanged 216
		SP:Iteration 16Q (62369.080000 sec): 3 clusters
  Score: Raw -1828931.424085 + Penalty 3124.464419 = -1825806.959665
  nChanged 165
		SP:Iteration 17Q (62369.310000 sec): 3 clusters
  Score: Raw -1828985.698144 + Penalty 3124.464419 = -1825861.233724
  nChanged 137
		SP:Iteration 18Q (62369.500000 sec): 3 clusters
  Score: Raw -1829028.680975 + Penalty 3124.464419 = -1825904.216556
  nChanged 116
		SP:Iteration 19Q (62369.690000 sec): 3 clusters
  Score: Raw -1829064.902630 + Penalty 3124.464419 = -1825940.438210
  nChanged 113
		SP:Iteration 20F (62369.870000 sec): 3 clusters
  Score: Raw -1829101.284668 + Penalty 3124.464419 = -1825976.820249
  nChanged 121
		SP:Iteration 21Q (62370.110000 sec): 3 clusters
  Score: Raw -1829136.350910 + Penalty 3124.464419 = -1826011.886491
  nChanged 99
		SP:Iteration 22Q (62370.290000 sec): 3 clusters
  Score: Raw -1829165.902002 + Penalty 3124.464419 = -1826041.437583
  nChanged 100
		SP:Iteration 23Q (62370.480000 sec): 3 clusters
  Score: Raw -1829194.176995 + Penalty 3124.464419 = -1826069.712575
  nChanged 97
		SP:Iteration 24Q (62370.660000 sec): 3 clusters
  Score: Raw -1829223.075059 + Penalty 3124.464419 = -1826098.610639
  nChanged 98
		SP:Iteration 25Q (62370.900000 sec): 3 clusters
  Score: Raw -1829250.321188 + Penalty 3124.464419 = -1826125.856769
  nChanged 88
		SP:Iteration 26Q (62371.080000 sec): 3 clusters
  Score: Raw -1829271.179689 + Penalty 3124.464419 = -1826146.715270
  nChanged 82
		SP:Iteration 27Q (62371.270000 sec): 3 clusters
  Score: Raw -1829286.943050 + Penalty 3124.464419 = -1826162.478631
  nChanged 68
		SP:Iteration 28Q (62371.500000 sec): 3 clusters
  Score: Raw -1829300.344952 + Penalty 3124.464419 = -1826175.880533
  nChanged 57
		SP:Iteration 29Q (62371.690000 sec): 3 clusters
  Score: Raw -1829309.634097 + Penalty 3124.464419 = -1826185.169678
  nChanged 43
		SP:Iteration 30Q (62371.870000 sec): 3 clusters
  Score: Raw -1829316.731612 + Penalty 3124.464419 = -1826192.267193
  nChanged 40
		SP:Iteration 31Q (62372.110000 sec): 3 clusters
  Score: Raw -1829322.587313 + Penalty 3124.464419 = -1826198.122893
  nChanged 42
		SP:Iteration 32Q (62372.290000 sec): 3 clusters
  Score: Raw -1829327.861108 + Penalty 3124.464419 = -1826203.396689
  nChanged 41
		SP:Iteration 33Q (62372.470000 sec): 3 clusters
  Score: Raw -1829333.842393 + Penalty 3124.464419 = -1826209.377974
  nChanged 47
		SP:Iteration 34Q (62372.710000 sec): 3 clusters
  Score: Raw -1829342.104074 + Penalty 3124.464419 = -1826217.639655
  nChanged 53
		SP:Iteration 35Q (62372.890000 sec): 3 clusters
  Score: Raw -1829348.973194 + Penalty 3124.464419 = -1826224.508774
  nChanged 46
		SP:Iteration 36Q (62373.070000 sec): 3 clusters
  Score: Raw -1829356.226527 + Penalty 3124.464419 = -1826231.762108
  nChanged 47
		SP:Iteration 37Q (62373.310000 sec): 3 clusters
  Score: Raw -1829363.487089 + Penalty 3124.464419 = -1826239.022670
  nChanged 48
		SP:Iteration 38Q (62373.490000 sec): 3 clusters
  Score: Raw -1829370.055488 + Penalty 3124.464419 = -1826245.591069
  nChanged 38
		SP:Iteration 39Q (62373.670000 sec): 3 clusters
  Score: Raw -1829374.858676 + Penalty 3124.464419 = -1826250.394257
  nChanged 42
		SP:Iteration 40F (62373.860000 sec): 3 clusters
  Score: Raw -1829380.245446 + Penalty 3124.464419 = -1826255.781027
  nChanged 42
		SP:Iteration 41Q (62374.100000 sec): 3 clusters
  Score: Raw -1829385.990058 + Penalty 3124.464419 = -1826261.525638
  nChanged 30
		SP:Iteration 42Q (62374.280000 sec): 3 clusters
  Score: Raw -1829389.475615 + Penalty 3124.464419 = -1826265.011196
  nChanged 35
		SP:Iteration 43Q (62374.460000 sec): 3 clusters
  Score: Raw -1829394.410251 + Penalty 3124.464419 = -1826269.945831
  nChanged 36
		SP:Iteration 44Q (62374.700000 sec): 3 clusters
  Score: Raw -1829398.148199 + Penalty 3124.464419 = -1826273.683779
  nChanged 30
		SP:Iteration 45Q (62374.880000 sec): 3 clusters
  Score: Raw -1829402.484701 + Penalty 3124.464419 = -1826278.020281
  nChanged 38
		SP:Iteration 46Q (62375.110000 sec): 3 clusters
  Score: Raw -1829408.430883 + Penalty 3124.464419 = -1826283.966464
  nChanged 27
		SP:Iteration 47Q (62375.300000 sec): 3 clusters
  Score: Raw -1829412.296105 + Penalty 3124.464419 = -1826287.831686
  nChanged 32
		SP:Iteration 48Q (62375.480000 sec): 3 clusters
  Score: Raw -1829416.649506 + Penalty 3124.464419 = -1826292.185087
  nChanged 38
		SP:Iteration 49Q (62375.660000 sec): 3 clusters
  Score: Raw -1829422.187597 + Penalty 3124.464419 = -1826297.723178
  nChanged 35
		SP:Iteration 50Q (62375.900000 sec): 3 clusters
  Score: Raw -1829428.328774 + Penalty 3124.464419 = -1826303.864355
  nChanged 48
		SP:Iteration 51Q (62376.080000 sec): 3 clusters
  Score: Raw -1829435.343642 + Penalty 3124.464419 = -1826310.879222
  nChanged 41
		SP:Iteration 52Q (62376.310000 sec): 3 clusters
  Score: Raw -1829440.941423 + Penalty 3124.464419 = -1826316.477003
  nChanged 34
		SP:Iteration 53Q (62376.500000 sec): 3 clusters
  Score: Raw -1829444.828245 + Penalty 3124.464419 = -1826320.363825
  nChanged 43
		SP:Iteration 54Q (62376.680000 sec): 3 clusters
  Score: Raw -1829449.945801 + Penalty 3124.464419 = -1826325.481382
  nChanged 41
		SP:Iteration 55Q (62376.910000 sec): 3 clusters
  Score: Raw -1829455.673985 + Penalty 3124.464419 = -1826331.209565
  nChanged 41
		SP:Iteration 56Q (62377.100000 sec): 3 clusters
  Score: Raw -1829460.509744 + Penalty 3124.464419 = -1826336.045324
  nChanged 34
		SP:Iteration 57Q (62377.280000 sec): 3 clusters
  Score: Raw -1829464.381015 + Penalty 3124.464419 = -1826339.916596
  nChanged 28
		SP:Iteration 58Q (62377.510000 sec): 3 clusters
  Score: Raw -1829467.534039 + Penalty 3124.464419 = -1826343.069619
  nChanged 31
		SP:Iteration 59Q (62377.700000 sec): 3 clusters
  Score: Raw -1829471.631067 + Penalty 3124.464419 = -1826347.166648
  nChanged 36
		SP:Iteration 60F (62377.880000 sec): 3 clusters
  Score: Raw -1829476.988648 + Penalty 3124.464419 = -1826352.524228
  nChanged 39
		SP:Iteration 61Q (62378.120000 sec): 3 clusters
  Score: Raw -1829483.662598 + Penalty 3124.464419 = -1826359.198179
  nChanged 41
		SP:Iteration 62Q (62378.300000 sec): 3 clusters
  Score: Raw -1829489.576961 + Penalty 3124.464419 = -1826365.112542
  nChanged 28
		SP:Iteration 63Q (62378.480000 sec): 3 clusters
  Score: Raw -1829495.335689 + Penalty 3124.464419 = -1826370.871269
  nChanged 35
		SP:Iteration 64Q (62378.710000 sec): 3 clusters
  Score: Raw -1829501.345040 + Penalty 3124.464419 = -1826376.880621
  nChanged 51
		SP:Iteration 65Q (62378.890000 sec): 3 clusters
  Score: Raw -1829508.029512 + Penalty 3124.464419 = -1826383.565093
  nChanged 40
		SP:Iteration 66Q (62379.130000 sec): 3 clusters
  Score: Raw -1829512.755198 + Penalty 3124.464419 = -1826388.290779
  nChanged 33
		SP:Iteration 67Q (62379.310000 sec): 3 clusters
  Score: Raw -1829517.009499 + Penalty 3124.464419 = -1826392.545079
  nChanged 29
		SP:Iteration 68Q (62379.490000 sec): 3 clusters
  Score: Raw -1829521.853058 + Penalty 3124.464419 = -1826397.388638
  nChanged 34
		SP:Iteration 69Q (62379.720000 sec): 3 clusters
  Score: Raw -1829527.925086 + Penalty 3124.464419 = -1826403.460666
  nChanged 32
		SP:Iteration 70Q (62379.900000 sec): 3 clusters
  Score: Raw -1829532.297851 + Penalty 3124.464419 = -1826407.833432
  nChanged 34
		SP:Iteration 71Q (62380.140000 sec): 3 clusters
  Score: Raw -1829536.831600 + Penalty 3124.464419 = -1826412.367180
  nChanged 28
		SP:Iteration 72Q (62380.320000 sec): 3 clusters
  Score: Raw -1829541.906230 + Penalty 3124.464419 = -1826417.441810
  nChanged 29
		SP:Iteration 73Q (62380.500000 sec): 3 clusters
  Score: Raw -1829545.238463 + Penalty 3124.464419 = -1826420.774044
  nChanged 16
		SP:Iteration 74Q (62380.730000 sec): 3 clusters
  Score: Raw -1829546.946265 + Penalty 3124.464419 = -1826422.481845
  nChanged 10
		SP:Iteration 75Q (62380.920000 sec): 3 clusters
  Score: Raw -1829548.442486 + Penalty 3124.464419 = -1826423.978067
  nChanged 12
		SP:Iteration 76Q (62381.090000 sec): 3 clusters
  Score: Raw -1829550.132358 + Penalty 3124.464419 = -1826425.667939
  nChanged 17
		SP:Iteration 77Q (62381.330000 sec): 3 clusters
  Score: Raw -1829552.002686 + Penalty 3124.464419 = -1826427.538266
  nChanged 12
		SP:Iteration 78Q (62381.510000 sec): 3 clusters
  Score: Raw -1829553.749685 + Penalty 3124.464419 = -1826429.285266
  nChanged 10
		SP:Iteration 79Q (62381.690000 sec): 3 clusters
  Score: Raw -1829555.555922 + Penalty 3124.464419 = -1826431.091503
  nChanged 13
		SP:Iteration 80F (62381.930000 sec): 3 clusters
  Score: Raw -1829556.937689 + Penalty 3124.464419 = -1826432.473270
  nChanged 15
		SP:Iteration 81Q (62382.120000 sec): 3 clusters
  Score: Raw -1829558.465485 + Penalty 3124.464419 = -1826434.001065
  nChanged 9
		SP:Iteration 82Q (62382.350000 sec): 3 clusters
  Score: Raw -1829559.392824 + Penalty 3124.464419 = -1826434.928405
  nChanged 8
		SP:Iteration 83Q (62382.530000 sec): 3 clusters
  Score: Raw -1829560.090756 + Penalty 3124.464419 = -1826435.626337
  nChanged 6
		SP:Iteration 84Q (62382.710000 sec): 3 clusters
  Score: Raw -1829560.708804 + Penalty 3124.464419 = -1826436.244385
  nChanged 3
		SP:Iteration 85Q (62382.950000 sec): 3 clusters
  Score: Raw -1829561.044867 + Penalty 3124.464419 = -1826436.580447
  nChanged 4
		SP:Iteration 86Q (62383.130000 sec): 3 clusters
  Score: Raw -1829561.230416 + Penalty 3124.464419 = -1826436.765996
  nChanged 1
		SP:Iteration 87Q (62383.330000 sec): 3 clusters
  Score: Raw -1829561.252313 + Penalty 3124.464419 = -1826436.787894
  nChanged 1
		SP:Iteration 88Q (62383.530000 sec): 3 clusters
  Score: Raw -1829561.296584 + Penalty 3124.464419 = -1826436.832165
  nChanged 2
		SP:Iteration 89Q (62383.710000 sec): 3 clusters
  Score: Raw -1829561.348151 + Penalty 3124.464419 = -1826436.883731
  nChanged 2
		SP:Iteration 90Q (62383.950000 sec): 3 clusters
  Score: Raw -1829561.441287 + Penalty 3124.464419 = -1826436.976868
  nChanged 1
		SP:Iteration 91Q (62384.130000 sec): 3 clusters
  Score: Raw -1829561.496604 + Penalty 3124.464419 = -1826437.032185
  nChanged 2
		SP:Iteration 92Q (62384.360000 sec): 3 clusters
  Score: Raw -1829561.594712 + Penalty 3124.464419 = -1826437.130293
  nChanged 1
		SP:Iteration 93Q (62384.540000 sec): 3 clusters
  Score: Raw -1829561.698914 + Penalty 3124.464419 = -1826437.234495
  nChanged 2
		SP:Iteration 94Q (62384.720000 sec): 3 clusters
  Score: Raw -1829561.821425 + Penalty 3124.464419 = -1826437.357006
  nChanged 2
		SP:Iteration 95Q (62384.960000 sec): 3 clusters
  Score: Raw -1829561.908617 + Penalty 3124.464419 = -1826437.444198
  nChanged 1
		SP:Iteration 96Q (62385.140000 sec): 3 clusters
  Score: Raw -1829562.046606 + Penalty 3124.464419 = -1826437.582187
  nChanged 2
		SP:Iteration 97Q (62385.320000 sec): 3 clusters
  Score: Raw -1829562.115329 + Penalty 3124.464419 = -1826437.650909
  nChanged 0
		SP:Iteration 98F (62385.560000 sec): 3 clusters
  Score: Raw -1829562.115329 + Penalty 3124.464419 = -1826437.650909
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 12 (6109 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62385.640000 sec): 2 clusters
  Score: Raw -655196.241528 + Penalty 1416.596736 = -653779.644793
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62385.750000 sec): 3 clusters
  Score: Raw -651971.488871 + Penalty 2833.193471 = -649138.295400
  nChanged 2542
		SP:Iteration 1F (62385.850000 sec): 3 clusters
  Score: Raw -653590.402385 + Penalty 2833.193471 = -650757.208914
  nChanged 561
		SP:Iteration 2F (62385.950000 sec): 3 clusters
  Score: Raw -653991.942767 + Penalty 2833.193471 = -651158.749296
  nChanged 452
		SP:Iteration 3F (62386.050000 sec): 3 clusters
  Score: Raw -654337.263444 + Penalty 2833.193471 = -651504.069973
  nChanged 393
		SP:Iteration 4F (62386.150000 sec): 3 clusters
  Score: Raw -654606.775965 + Penalty 2833.193471 = -651773.582493
  nChanged 317
		SP:Iteration 5F (62386.250000 sec): 3 clusters
  Score: Raw -654797.597809 + Penalty 2833.193471 = -651964.404338
  nChanged 275
		SP:Iteration 6Q (62386.350000 sec): 3 clusters
  Score: Raw -654967.123309 + Penalty 2833.193471 = -652133.929838
  nChanged 237
		SP:Iteration 7Q (62386.450000 sec): 3 clusters
  Score: Raw -655098.246377 + Penalty 2833.193471 = -652265.052906
  nChanged 197
		SP:Iteration 8Q (62386.550000 sec): 3 clusters
  Score: Raw -655198.058141 + Penalty 2833.193471 = -652364.864670
  nChanged 174
		SP:Iteration 9Q (62386.650000 sec): 3 clusters
  Score: Raw -655276.428128 + Penalty 2833.193471 = -652443.234657
  nChanged 144
		SP:Iteration 10Q (62386.760000 sec): 3 clusters
  Score: Raw -655338.776106 + Penalty 2833.193471 = -652505.582635
  nChanged 118
		SP:Iteration 11Q (62386.860000 sec): 3 clusters
  Score: Raw -655391.705708 + Penalty 2833.193471 = -652558.512237
  nChanged 124
		SP:Iteration 12Q (62386.950000 sec): 3 clusters
  Score: Raw -655449.816896 + Penalty 2833.193471 = -652616.623425
  nChanged 119
		SP:Iteration 13Q (62387.050000 sec): 3 clusters
  Score: Raw -655494.141580 + Penalty 2833.193471 = -652660.948109
  nChanged 84
		SP:Iteration 14Q (62387.150000 sec): 3 clusters
  Score: Raw -655525.847050 + Penalty 2833.193471 = -652692.653579
  nChanged 77
		SP:Iteration 15Q (62387.240000 sec): 3 clusters
  Score: Raw -655550.638717 + Penalty 2833.193471 = -652717.445245
  nChanged 62
		SP:Iteration 16Q (62387.340000 sec): 3 clusters
  Score: Raw -655570.715990 + Penalty 2833.193471 = -652737.522519
  nChanged 58
		SP:Iteration 17Q (62387.440000 sec): 3 clusters
  Score: Raw -655586.136926 + Penalty 2833.193471 = -652752.943455
  nChanged 33
		SP:Iteration 18Q (62387.540000 sec): 3 clusters
  Score: Raw -655593.819562 + Penalty 2833.193471 = -652760.626091
  nChanged 24
		SP:Iteration 19Q (62387.640000 sec): 3 clusters
  Score: Raw -655600.381548 + Penalty 2833.193471 = -652767.188077
  nChanged 26
		SP:Iteration 20F (62387.750000 sec): 3 clusters
  Score: Raw -655606.915585 + Penalty 2833.193471 = -652773.722114
  nChanged 26
		SP:Iteration 21Q (62387.840000 sec): 3 clusters
  Score: Raw -655612.015746 + Penalty 2833.193471 = -652778.822275
  nChanged 20
		SP:Iteration 22Q (62387.940000 sec): 3 clusters
  Score: Raw -655617.928364 + Penalty 2833.193471 = -652784.734893
  nChanged 15
		SP:Iteration 23Q (62388.040000 sec): 3 clusters
  Score: Raw -655622.618574 + Penalty 2833.193471 = -652789.425102
  nChanged 22
		SP:Iteration 24Q (62388.140000 sec): 3 clusters
  Score: Raw -655630.441787 + Penalty 2833.193471 = -652797.248316
  nChanged 22
		SP:Iteration 25Q (62388.230000 sec): 3 clusters
  Score: Raw -655637.874746 + Penalty 2833.193471 = -652804.681275
  nChanged 26
		SP:Iteration 26Q (62388.330000 sec): 3 clusters
  Score: Raw -655646.744621 + Penalty 2833.193471 = -652813.551150
  nChanged 28
		SP:Iteration 27Q (62388.430000 sec): 3 clusters
  Score: Raw -655655.012359 + Penalty 2833.193471 = -652821.818888
  nChanged 20
		SP:Iteration 28Q (62388.530000 sec): 3 clusters
  Score: Raw -655661.524600 + Penalty 2833.193471 = -652828.331129
  nChanged 23
		SP:Iteration 29Q (62388.670000 sec): 3 clusters
  Score: Raw -655668.921633 + Penalty 2833.193471 = -652835.728162
  nChanged 23
		SP:Iteration 30Q (62388.770000 sec): 3 clusters
  Score: Raw -655676.005564 + Penalty 2833.193471 = -652842.812093
  nChanged 29
		SP:Iteration 31Q (62388.870000 sec): 3 clusters
  Score: Raw -655685.598966 + Penalty 2833.193471 = -652852.405494
  nChanged 23
		SP:Iteration 32Q (62388.970000 sec): 3 clusters
  Score: Raw -655692.341296 + Penalty 2833.193471 = -652859.147825
  nChanged 27
		SP:Iteration 33Q (62389.060000 sec): 3 clusters
  Score: Raw -655700.067039 + Penalty 2833.193471 = -652866.873568
  nChanged 25
		SP:Iteration 34Q (62389.160000 sec): 3 clusters
  Score: Raw -655706.112104 + Penalty 2833.193471 = -652872.918633
  nChanged 20
		SP:Iteration 35Q (62389.260000 sec): 3 clusters
  Score: Raw -655710.913185 + Penalty 2833.193471 = -652877.719714
  nChanged 15
		SP:Iteration 36Q (62389.350000 sec): 3 clusters
  Score: Raw -655714.496076 + Penalty 2833.193471 = -652881.302605
  nChanged 21
		SP:Iteration 37Q (62389.450000 sec): 3 clusters
  Score: Raw -655719.427554 + Penalty 2833.193471 = -652886.234083
  nChanged 12
		SP:Iteration 38Q (62389.550000 sec): 3 clusters
  Score: Raw -655721.974909 + Penalty 2833.193471 = -652888.781438
  nChanged 8
		SP:Iteration 39Q (62389.650000 sec): 3 clusters
  Score: Raw -655723.519601 + Penalty 2833.193471 = -652890.326130
  nChanged 5
		SP:Iteration 40F (62389.750000 sec): 3 clusters
  Score: Raw -655725.042361 + Penalty 2833.193471 = -652891.848890
  nChanged 8
		SP:Iteration 41Q (62389.840000 sec): 3 clusters
  Score: Raw -655726.316695 + Penalty 2833.193471 = -652893.123224
  nChanged 7
		SP:Iteration 42Q (62389.940000 sec): 3 clusters
  Score: Raw -655727.607366 + Penalty 2833.193471 = -652894.413895
  nChanged 7
		SP:Iteration 43Q (62390.040000 sec): 3 clusters
  Score: Raw -655729.316832 + Penalty 2833.193471 = -652896.123361
  nChanged 7
		SP:Iteration 44Q (62390.130000 sec): 3 clusters
  Score: Raw -655731.056980 + Penalty 2833.193471 = -652897.863508
  nChanged 5
		SP:Iteration 45Q (62390.230000 sec): 3 clusters
  Score: Raw -655732.002986 + Penalty 2833.193471 = -652898.809515
  nChanged 3
		SP:Iteration 46Q (62390.330000 sec): 3 clusters
  Score: Raw -655732.570771 + Penalty 2833.193471 = -652899.377300
  nChanged 5
		SP:Iteration 47Q (62390.430000 sec): 3 clusters
  Score: Raw -655733.391651 + Penalty 2833.193471 = -652900.198180
  nChanged 3
		SP:Iteration 48Q (62390.530000 sec): 3 clusters
  Score: Raw -655733.931042 + Penalty 2833.193471 = -652900.737571
  nChanged 4
		SP:Iteration 49Q (62390.630000 sec): 3 clusters
  Score: Raw -655734.638259 + Penalty 2833.193471 = -652901.444787
  nChanged 3
		SP:Iteration 50Q (62390.730000 sec): 3 clusters
  Score: Raw -655735.089535 + Penalty 2833.193471 = -652901.896064
  nChanged 4
		SP:Iteration 51Q (62390.830000 sec): 3 clusters
  Score: Raw -655736.146534 + Penalty 2833.193471 = -652902.953062
  nChanged 4
		SP:Iteration 52Q (62390.920000 sec): 3 clusters
  Score: Raw -655736.799438 + Penalty 2833.193471 = -652903.605967
  nChanged 5
		SP:Iteration 53Q (62391.020000 sec): 3 clusters
  Score: Raw -655737.964301 + Penalty 2833.193471 = -652904.770830
  nChanged 1
		SP:Iteration 54Q (62391.120000 sec): 3 clusters
  Score: Raw -655738.154838 + Penalty 2833.193471 = -652904.961367
  nChanged 4
		SP:Iteration 55Q (62391.210000 sec): 3 clusters
  Score: Raw -655738.991555 + Penalty 2833.193471 = -652905.798084
  nChanged 4
		SP:Iteration 56Q (62391.310000 sec): 3 clusters
  Score: Raw -655739.911581 + Penalty 2833.193471 = -652906.718110
  nChanged 1
		SP:Iteration 57Q (62391.410000 sec): 3 clusters
  Score: Raw -655740.135053 + Penalty 2833.193471 = -652906.941582
  nChanged 2
		SP:Iteration 58Q (62391.510000 sec): 3 clusters
  Score: Raw -655740.353131 + Penalty 2833.193471 = -652907.159660
  nChanged 0
		SP:Iteration 59F (62391.610000 sec): 3 clusters
  Score: Raw -655740.353131 + Penalty 2833.193471 = -652907.159660
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 13 (344 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62391.660000 sec): 2 clusters
  Score: Raw -32978.262964 + Penalty 949.104269 = -32029.158695
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62391.670000 sec): 3 clusters
  Score: Raw -33081.298347 + Penalty 1898.208539 = -31183.089808
  nChanged 81
		SP:Iteration 1F (62391.670000 sec): 3 clusters
  Score: Raw -33366.160697 + Penalty 1898.208539 = -31467.952158
  nChanged 29
		SP:Iteration 2F (62391.680000 sec): 3 clusters
  Score: Raw -33520.450917 + Penalty 1898.208539 = -31622.242378
  nChanged 14
		SP:Iteration 3Q (62391.690000 sec): 3 clusters
  Score: Raw -33562.442957 + Penalty 1898.208539 = -31664.234419
  nChanged 7
		SP:Iteration 4Q (62391.690000 sec): 3 clusters
  Score: Raw -33581.292118 + Penalty 1898.208539 = -31683.083580
  nChanged 3
		SP:Iteration 5Q (62391.700000 sec): 3 clusters
  Score: Raw -33586.504208 + Penalty 1898.208539 = -31688.295670
  nChanged 2
		SP:Iteration 6Q (62391.710000 sec): 3 clusters
  Score: Raw -33589.453652 + Penalty 1898.208539 = -31691.245113
  nChanged 1
		SP:Iteration 7Q (62391.720000 sec): 3 clusters
  Score: Raw -33593.171287 + Penalty 1898.208539 = -31694.962748
  nChanged 1
		SP:Iteration 8Q (62391.730000 sec): 3 clusters
  Score: Raw -33594.724200 + Penalty 1898.208539 = -31696.515661
  nChanged 0
		SP:Iteration 9F (62391.730000 sec): 3 clusters
  Score: Raw -33594.724200 + Penalty 1898.208539 = -31696.515661
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 14 (947 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62391.780000 sec): 2 clusters
  Score: Raw -93253.919158 + Penalty 1113.661103 = -92140.258055
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62391.800000 sec): 3 clusters
  Score: Raw -93090.363053 + Penalty 2227.322205 = -90863.040848
  nChanged 289
		SP:Iteration 1F (62391.820000 sec): 3 clusters
  Score: Raw -93587.891940 + Penalty 2227.322205 = -91360.569735
  nChanged 104
		SP:Iteration 2F (62391.840000 sec): 3 clusters
  Score: Raw -93852.122590 + Penalty 2227.322205 = -91624.800385
  nChanged 73
		SP:Iteration 3F (62391.850000 sec): 3 clusters
  Score: Raw -93987.516173 + Penalty 2227.322205 = -91760.193968
  nChanged 45
		SP:Iteration 4Q (62391.870000 sec): 3 clusters
  Score: Raw -94106.346281 + Penalty 2227.322205 = -91879.024076
  nChanged 43
		SP:Iteration 5Q (62391.890000 sec): 3 clusters
  Score: Raw -94225.131317 + Penalty 2227.322205 = -91997.809111
  nChanged 28
		SP:Iteration 6Q (62391.910000 sec): 3 clusters
  Score: Raw -94299.134961 + Penalty 2227.322205 = -92071.812755
  nChanged 22
		SP:Iteration 7Q (62391.930000 sec): 3 clusters
  Score: Raw -94363.147506 + Penalty 2227.322205 = -92135.825300
  nChanged 12
		SP:Iteration 8Q (62391.940000 sec): 3 clusters
  Score: Raw -94381.743733 + Penalty 2227.322205 = -92154.421527
  nChanged 12
		SP:Iteration 9Q (62391.960000 sec): 3 clusters
  Score: Raw -94405.500945 + Penalty 2227.322205 = -92178.178739
  nChanged 11
		SP:Iteration 10Q (62391.980000 sec): 3 clusters
  Score: Raw -94423.105339 + Penalty 2227.322205 = -92195.783134
  nChanged 6
		SP:Iteration 11Q (62391.990000 sec): 3 clusters
  Score: Raw -94429.786389 + Penalty 2227.322205 = -92202.464183
  nChanged 5
		SP:Iteration 12Q (62392.010000 sec): 3 clusters
  Score: Raw -94436.465740 + Penalty 2227.322205 = -92209.143535
  nChanged 7
		SP:Iteration 13Q (62392.030000 sec): 3 clusters
  Score: Raw -94444.918683 + Penalty 2227.322205 = -92217.596477
  nChanged 5
		SP:Iteration 14Q (62392.050000 sec): 3 clusters
  Score: Raw -94452.102555 + Penalty 2227.322205 = -92224.780350
  nChanged 2
		SP:Iteration 15Q (62392.070000 sec): 3 clusters
  Score: Raw -94455.015499 + Penalty 2227.322205 = -92227.693294
  nChanged 1
		SP:Iteration 16Q (62392.080000 sec): 3 clusters
  Score: Raw -94456.910301 + Penalty 2227.322205 = -92229.588096
  nChanged 0
		SP:Iteration 17F (62392.100000 sec): 3 clusters
  Score: Raw -94456.910301 + Penalty 2227.322205 = -92229.588096
  nChanged 0
  Score: Raw -119140945.301931 + Penalty 265543.287490 = -118875402.014441

Splitting cluster 14 changes total score from -118876429.122902 to -118875402.014441

 So it's not getting split.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 15 (36219 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62750.740000 sec): 2 clusters
  Score: Raw -4572220.882739 + Penalty 1705.817607 = -4570515.065131
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62751.130000 sec): 3 clusters
  Score: Raw -4549421.644059 + Penalty 3411.635215 = -4546010.008844
  nChanged 16881
		SP:Iteration 1F (62751.520000 sec): 3 clusters
  Score: Raw -4559543.825825 + Penalty 3411.635215 = -4556132.190610
  nChanged 2167
		SP:Iteration 2F (62751.870000 sec): 3 clusters
  Score: Raw -4560612.803013 + Penalty 3411.635215 = -4557201.167798
  nChanged 2483
		SP:Iteration 3F (62752.270000 sec): 3 clusters
  Score: Raw -4562080.560357 + Penalty 3411.635215 = -4558668.925142
  nChanged 2711
		SP:Iteration 4F (62752.650000 sec): 3 clusters
  Score: Raw -4563949.076723 + Penalty 3411.635215 = -4560537.441508
  nChanged 2684
		SP:Iteration 5F (62753.000000 sec): 3 clusters
  Score: Raw -4565971.080799 + Penalty 3411.635215 = -4562559.445585
  nChanged 2411
		SP:Iteration 6F (62753.400000 sec): 3 clusters
  Score: Raw -4567892.614846 + Penalty 3411.635215 = -4564480.979631
  nChanged 1893
		SP:Iteration 7F (62753.750000 sec): 3 clusters
  Score: Raw -4569515.775728 + Penalty 3411.635215 = -4566104.140513
  nChanged 1408
		SP:Iteration 8Q (62754.150000 sec): 3 clusters
  Score: Raw -4570803.765529 + Penalty 3411.635215 = -4567392.130314
  nChanged 909
		SP:Iteration 9Q (62754.490000 sec): 3 clusters
  Score: Raw -4571627.958088 + Penalty 3411.635215 = -4568216.322874
  nChanged 508
		SP:Iteration 10Q (62754.860000 sec): 3 clusters
  Score: Raw -4572064.001366 + Penalty 3411.635215 = -4568652.366151
  nChanged 236
		SP:Iteration 11Q (62755.180000 sec): 3 clusters
  Score: Raw -4572255.565052 + Penalty 3411.635215 = -4568843.929837
  nChanged 114
		SP:Iteration 12Q (62755.490000 sec): 3 clusters
  Score: Raw -4572337.138224 + Penalty 3411.635215 = -4568925.503009
  nChanged 74
		SP:Iteration 13Q (62755.830000 sec): 3 clusters
  Score: Raw -4572393.876809 + Penalty 3411.635215 = -4568982.241594
  nChanged 54
		SP:Iteration 14Q (62756.190000 sec): 3 clusters
  Score: Raw -4572437.983966 + Penalty 3411.635215 = -4569026.348751
  nChanged 34
		SP:Iteration 15Q (62756.500000 sec): 3 clusters
  Score: Raw -4572464.386767 + Penalty 3411.635215 = -4569052.751552
  nChanged 22
		SP:Iteration 16Q (62756.810000 sec): 3 clusters
  Score: Raw -4572484.954929 + Penalty 3411.635215 = -4569073.319715
  nChanged 17
		SP:Iteration 17Q (62757.120000 sec): 3 clusters
  Score: Raw -4572501.997577 + Penalty 3411.635215 = -4569090.362363
  nChanged 16
		SP:Iteration 18Q (62757.480000 sec): 3 clusters
  Score: Raw -4572517.146790 + Penalty 3411.635215 = -4569105.511575
  nChanged 11
		SP:Iteration 19Q (62757.820000 sec): 3 clusters
  Score: Raw -4572521.950950 + Penalty 3411.635215 = -4569110.315735
  nChanged 1
		SP:Iteration 20F (62758.160000 sec): 3 clusters
  Score: Raw -4572522.746171 + Penalty 3411.635215 = -4569111.110956
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 16 (10414 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62758.280000 sec): 2 clusters
  Score: Raw -1246164.309052 + Penalty 1503.272279 = -1244661.036773
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62758.430000 sec): 3 clusters
  Score: Raw -1240313.733420 + Penalty 3006.544558 = -1237307.188862
  nChanged 4477
		SP:Iteration 1F (62758.580000 sec): 3 clusters
  Score: Raw -1242694.181732 + Penalty 3006.544558 = -1239687.637173
  nChanged 663
		SP:Iteration 2F (62758.710000 sec): 3 clusters
  Score: Raw -1243079.092571 + Penalty 3006.544558 = -1240072.548013
  nChanged 634
		SP:Iteration 3F (62758.890000 sec): 3 clusters
  Score: Raw -1243448.412917 + Penalty 3006.544558 = -1240441.868358
  nChanged 563
		SP:Iteration 4F (62759.060000 sec): 3 clusters
  Score: Raw -1243801.823291 + Penalty 3006.544558 = -1240795.278732
  nChanged 583
		SP:Iteration 5F (62759.200000 sec): 3 clusters
  Score: Raw -1244144.672592 + Penalty 3006.544558 = -1241138.128033
  nChanged 535
		SP:Iteration 6F (62759.360000 sec): 3 clusters
  Score: Raw -1244476.953095 + Penalty 3006.544558 = -1241470.408536
  nChanged 531
		SP:Iteration 7F (62759.520000 sec): 3 clusters
  Score: Raw -1244823.769315 + Penalty 3006.544558 = -1241817.224757
  nChanged 523
		SP:Iteration 8F (62759.660000 sec): 3 clusters
  Score: Raw -1245171.707344 + Penalty 3006.544558 = -1242165.162786
  nChanged 470
		SP:Iteration 9Q (62759.840000 sec): 3 clusters
  Score: Raw -1245485.026224 + Penalty 3006.544558 = -1242478.481665
  nChanged 418
		SP:Iteration 10Q (62759.980000 sec): 3 clusters
  Score: Raw -1245743.534350 + Penalty 3006.544558 = -1242736.989792
  nChanged 305
		SP:Iteration 11Q (62760.120000 sec): 3 clusters
  Score: Raw -1245916.965088 + Penalty 3006.544558 = -1242910.420530
  nChanged 241
		SP:Iteration 12Q (62760.290000 sec): 3 clusters
  Score: Raw -1246037.439269 + Penalty 3006.544558 = -1243030.894711
  nChanged 201
		SP:Iteration 13Q (62760.440000 sec): 3 clusters
  Score: Raw -1246132.885893 + Penalty 3006.544558 = -1243126.341335
  nChanged 164
		SP:Iteration 14Q (62760.560000 sec): 3 clusters
  Score: Raw -1246200.456221 + Penalty 3006.544558 = -1243193.911663
  nChanged 121
		SP:Iteration 15Q (62760.730000 sec): 3 clusters
  Score: Raw -1246251.602579 + Penalty 3006.544558 = -1243245.058020
  nChanged 111
		SP:Iteration 16Q (62760.900000 sec): 3 clusters
  Score: Raw -1246302.837171 + Penalty 3006.544558 = -1243296.292613
  nChanged 95
		SP:Iteration 17Q (62761.040000 sec): 3 clusters
  Score: Raw -1246342.215915 + Penalty 3006.544558 = -1243335.671357
  nChanged 80
		SP:Iteration 18Q (62761.180000 sec): 3 clusters
  Score: Raw -1246384.105048 + Penalty 3006.544558 = -1243377.560489
  nChanged 75
		SP:Iteration 19Q (62761.350000 sec): 3 clusters
  Score: Raw -1246415.380056 + Penalty 3006.544558 = -1243408.835497
  nChanged 57
		SP:Iteration 20F (62761.490000 sec): 3 clusters
  Score: Raw -1246441.306028 + Penalty 3006.544558 = -1243434.761470
  nChanged 47
		SP:Iteration 21Q (62761.640000 sec): 3 clusters
  Score: Raw -1246462.140899 + Penalty 3006.544558 = -1243455.596340
  nChanged 41
		SP:Iteration 22Q (62761.800000 sec): 3 clusters
  Score: Raw -1246475.992677 + Penalty 3006.544558 = -1243469.448119
  nChanged 34
		SP:Iteration 23Q (62761.950000 sec): 3 clusters
  Score: Raw -1246489.229594 + Penalty 3006.544558 = -1243482.685036
  nChanged 35
		SP:Iteration 24Q (62762.080000 sec): 3 clusters
  Score: Raw -1246503.303766 + Penalty 3006.544558 = -1243496.759207
  nChanged 17
		SP:Iteration 25Q (62762.250000 sec): 3 clusters
  Score: Raw -1246508.019785 + Penalty 3006.544558 = -1243501.475226
  nChanged 19
		SP:Iteration 26Q (62762.420000 sec): 3 clusters
  Score: Raw -1246514.306475 + Penalty 3006.544558 = -1243507.761916
  nChanged 16
		SP:Iteration 27Q (62762.550000 sec): 3 clusters
  Score: Raw -1246518.706225 + Penalty 3006.544558 = -1243512.161667
  nChanged 16
		SP:Iteration 28Q (62762.700000 sec): 3 clusters
  Score: Raw -1246522.895775 + Penalty 3006.544558 = -1243516.351217
  nChanged 17
		SP:Iteration 29Q (62762.870000 sec): 3 clusters
  Score: Raw -1246528.783670 + Penalty 3006.544558 = -1243522.239112
  nChanged 15
		SP:Iteration 30Q (62763.000000 sec): 3 clusters
  Score: Raw -1246533.832130 + Penalty 3006.544558 = -1243527.287571
  nChanged 13
		SP:Iteration 31Q (62763.140000 sec): 3 clusters
  Score: Raw -1246536.963757 + Penalty 3006.544558 = -1243530.419199
  nChanged 12
		SP:Iteration 32Q (62763.310000 sec): 3 clusters
  Score: Raw -1246540.034799 + Penalty 3006.544558 = -1243533.490241
  nChanged 12
		SP:Iteration 33Q (62763.460000 sec): 3 clusters
  Score: Raw -1246542.738335 + Penalty 3006.544558 = -1243536.193777
  nChanged 12
		SP:Iteration 34Q (62763.590000 sec): 3 clusters
  Score: Raw -1246545.231986 + Penalty 3006.544558 = -1243538.687428
  nChanged 13
		SP:Iteration 35Q (62763.740000 sec): 3 clusters
  Score: Raw -1246549.328804 + Penalty 3006.544558 = -1243542.784246
  nChanged 15
		SP:Iteration 36Q (62763.910000 sec): 3 clusters
  Score: Raw -1246554.398543 + Penalty 3006.544558 = -1243547.853984
  nChanged 15
		SP:Iteration 37Q (62764.050000 sec): 3 clusters
  Score: Raw -1246559.065898 + Penalty 3006.544558 = -1243552.521340
  nChanged 14
		SP:Iteration 38Q (62764.190000 sec): 3 clusters
  Score: Raw -1246564.332887 + Penalty 3006.544558 = -1243557.788329
  nChanged 16
		SP:Iteration 39Q (62764.360000 sec): 3 clusters
  Score: Raw -1246569.022375 + Penalty 3006.544558 = -1243562.477817
  nChanged 13
		SP:Iteration 40F (62764.510000 sec): 3 clusters
  Score: Raw -1246572.071726 + Penalty 3006.544558 = -1243565.527167
  nChanged 12
		SP:Iteration 41Q (62764.640000 sec): 3 clusters
  Score: Raw -1246574.411109 + Penalty 3006.544558 = -1243567.866551
  nChanged 12
		SP:Iteration 42Q (62764.800000 sec): 3 clusters
  Score: Raw -1246576.810609 + Penalty 3006.544558 = -1243570.266050
  nChanged 10
		SP:Iteration 43Q (62764.970000 sec): 3 clusters
  Score: Raw -1246578.155379 + Penalty 3006.544558 = -1243571.610820
  nChanged 6
		SP:Iteration 44Q (62765.110000 sec): 3 clusters
  Score: Raw -1246578.880783 + Penalty 3006.544558 = -1243572.336224
  nChanged 7
		SP:Iteration 45Q (62765.250000 sec): 3 clusters
  Score: Raw -1246580.804893 + Penalty 3006.544558 = -1243574.260335
  nChanged 6
		SP:Iteration 46Q (62765.420000 sec): 3 clusters
  Score: Raw -1246583.171321 + Penalty 3006.544558 = -1243576.626763
  nChanged 10
		SP:Iteration 47Q (62765.560000 sec): 3 clusters
  Score: Raw -1246587.236267 + Penalty 3006.544558 = -1243580.691709
  nChanged 16
		SP:Iteration 48Q (62765.690000 sec): 3 clusters
  Score: Raw -1246593.195146 + Penalty 3006.544558 = -1243586.650588
  nChanged 16
		SP:Iteration 49Q (62765.860000 sec): 3 clusters
  Score: Raw -1246598.389712 + Penalty 3006.544558 = -1243591.845154
  nChanged 18
		SP:Iteration 50Q (62766.030000 sec): 3 clusters
  Score: Raw -1246603.541922 + Penalty 3006.544558 = -1243596.997364
  nChanged 13
		SP:Iteration 51Q (62766.160000 sec): 3 clusters
  Score: Raw -1246607.409490 + Penalty 3006.544558 = -1243600.864931
  nChanged 12
		SP:Iteration 52Q (62766.400000 sec): 3 clusters
  Score: Raw -1246611.251958 + Penalty 3006.544558 = -1243604.707400
  nChanged 14
		SP:Iteration 53Q (62766.530000 sec): 3 clusters
  Score: Raw -1246615.774332 + Penalty 3006.544558 = -1243609.229773
  nChanged 12
		SP:Iteration 54Q (62766.680000 sec): 3 clusters
  Score: Raw -1246619.772248 + Penalty 3006.544558 = -1243613.227690
  nChanged 12
		SP:Iteration 55Q (62766.820000 sec): 3 clusters
  Score: Raw -1246623.143848 + Penalty 3006.544558 = -1243616.599290
  nChanged 14
		SP:Iteration 56Q (62766.960000 sec): 3 clusters
  Score: Raw -1246627.864871 + Penalty 3006.544558 = -1243621.320312
  nChanged 12
		SP:Iteration 57Q (62767.110000 sec): 3 clusters
  Score: Raw -1246630.719123 + Penalty 3006.544558 = -1243624.174565
  nChanged 11
		SP:Iteration 58Q (62767.280000 sec): 3 clusters
  Score: Raw -1246633.627444 + Penalty 3006.544558 = -1243627.082886
  nChanged 6
		SP:Iteration 59Q (62767.410000 sec): 3 clusters
  Score: Raw -1246635.468129 + Penalty 3006.544558 = -1243628.923571
  nChanged 7
		SP:Iteration 60F (62767.560000 sec): 3 clusters
  Score: Raw -1246638.080843 + Penalty 3006.544558 = -1243631.536284
  nChanged 6
		SP:Iteration 61Q (62767.730000 sec): 3 clusters
  Score: Raw -1246640.475113 + Penalty 3006.544558 = -1243633.930554
  nChanged 5
		SP:Iteration 62Q (62767.870000 sec): 3 clusters
  Score: Raw -1246642.393430 + Penalty 3006.544558 = -1243635.848872
  nChanged 5
		SP:Iteration 63Q (62768.010000 sec): 3 clusters
  Score: Raw -1246643.397506 + Penalty 3006.544558 = -1243636.852947
  nChanged 4
		SP:Iteration 64Q (62768.180000 sec): 3 clusters
  Score: Raw -1246645.414070 + Penalty 3006.544558 = -1243638.869512
  nChanged 7
		SP:Iteration 65Q (62768.320000 sec): 3 clusters
  Score: Raw -1246647.894380 + Penalty 3006.544558 = -1243641.349822
  nChanged 11
		SP:Iteration 66Q (62768.450000 sec): 3 clusters
  Score: Raw -1246651.108422 + Penalty 3006.544558 = -1243644.563863
  nChanged 13
		SP:Iteration 67Q (62768.610000 sec): 3 clusters
  Score: Raw -1246654.757693 + Penalty 3006.544558 = -1243648.213135
  nChanged 10
		SP:Iteration 68Q (62768.770000 sec): 3 clusters
  Score: Raw -1246657.714098 + Penalty 3006.544558 = -1243651.169539
  nChanged 10
		SP:Iteration 69Q (62768.910000 sec): 3 clusters
  Score: Raw -1246660.727983 + Penalty 3006.544558 = -1243654.183424
  nChanged 6
		SP:Iteration 70Q (62769.050000 sec): 3 clusters
  Score: Raw -1246661.728263 + Penalty 3006.544558 = -1243655.183705
  nChanged 4
		SP:Iteration 71Q (62769.210000 sec): 3 clusters
  Score: Raw -1246662.867528 + Penalty 3006.544558 = -1243656.322969
  nChanged 5
		SP:Iteration 72Q (62769.360000 sec): 3 clusters
  Score: Raw -1246664.435732 + Penalty 3006.544558 = -1243657.891173
  nChanged 4
		SP:Iteration 73Q (62769.480000 sec): 3 clusters
  Score: Raw -1246665.871463 + Penalty 3006.544558 = -1243659.326905
  nChanged 4
		SP:Iteration 74Q (62769.630000 sec): 3 clusters
  Score: Raw -1246667.077937 + Penalty 3006.544558 = -1243660.533378
  nChanged 3
		SP:Iteration 75Q (62769.800000 sec): 3 clusters
  Score: Raw -1246667.594493 + Penalty 3006.544558 = -1243661.049935
  nChanged 1
		SP:Iteration 76Q (62769.940000 sec): 3 clusters
  Score: Raw -1246667.660097 + Penalty 3006.544558 = -1243661.115538
  nChanged 0
		SP:Iteration 77F (62770.080000 sec): 3 clusters
  Score: Raw -1246667.660097 + Penalty 3006.544558 = -1243661.115538
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 17 (1003 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62770.150000 sec): 2 clusters
  Score: Raw -116191.811557 + Penalty 1122.997003 = -115068.814554
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62770.170000 sec): 3 clusters
  Score: Raw -115877.921478 + Penalty 2245.994006 = -113631.927472
  nChanged 294
		SP:Iteration 1F (62770.200000 sec): 3 clusters
  Score: Raw -116130.671532 + Penalty 2245.994006 = -113884.677526
  nChanged 88
		SP:Iteration 2F (62770.220000 sec): 3 clusters
  Score: Raw -116214.326525 + Penalty 2245.994006 = -113968.332519
  nChanged 51
		SP:Iteration 3F (62770.240000 sec): 3 clusters
  Score: Raw -116278.764515 + Penalty 2245.994006 = -114032.770509
  nChanged 33
		SP:Iteration 4Q (62770.250000 sec): 3 clusters
  Score: Raw -116308.749347 + Penalty 2245.994006 = -114062.755340
  nChanged 23
		SP:Iteration 5Q (62770.270000 sec): 3 clusters
  Score: Raw -116329.699986 + Penalty 2245.994006 = -114083.705980
  nChanged 17
		SP:Iteration 6Q (62770.290000 sec): 3 clusters
  Score: Raw -116342.732521 + Penalty 2245.994006 = -114096.738515
  nChanged 10
		SP:Iteration 7Q (62770.310000 sec): 3 clusters
  Score: Raw -116350.103603 + Penalty 2245.994006 = -114104.109597
  nChanged 13
		SP:Iteration 8Q (62770.330000 sec): 3 clusters
  Score: Raw -116362.539919 + Penalty 2245.994006 = -114116.545913
  nChanged 17
		SP:Iteration 9Q (62770.350000 sec): 3 clusters
  Score: Raw -116379.032889 + Penalty 2245.994006 = -114133.038883
  nChanged 23
		SP:Iteration 10Q (62770.370000 sec): 3 clusters
  Score: Raw -116403.298137 + Penalty 2245.994006 = -114157.304131
  nChanged 20
		SP:Iteration 11Q (62770.390000 sec): 3 clusters
  Score: Raw -116433.076886 + Penalty 2245.994006 = -114187.082880
  nChanged 17
		SP:Iteration 12Q (62770.410000 sec): 3 clusters
  Score: Raw -116453.580264 + Penalty 2245.994006 = -114207.586258
  nChanged 13
		SP:Iteration 13Q (62770.430000 sec): 3 clusters
  Score: Raw -116470.385106 + Penalty 2245.994006 = -114224.391100
  nChanged 12
		SP:Iteration 14Q (62770.450000 sec): 3 clusters
  Score: Raw -116483.428327 + Penalty 2245.994006 = -114237.434321
  nChanged 13
		SP:Iteration 15Q (62770.470000 sec): 3 clusters
  Score: Raw -116498.369447 + Penalty 2245.994006 = -114252.375441
  nChanged 16
		SP:Iteration 16Q (62770.490000 sec): 3 clusters
  Score: Raw -116522.063962 + Penalty 2245.994006 = -114276.069956
  nChanged 18
		SP:Iteration 17Q (62770.510000 sec): 3 clusters
  Score: Raw -116554.542624 + Penalty 2245.994006 = -114308.548617
  nChanged 29
		SP:Iteration 18Q (62770.530000 sec): 3 clusters
  Score: Raw -116614.757665 + Penalty 2245.994006 = -114368.763659
  nChanged 30
		SP:Iteration 19Q (62770.540000 sec): 3 clusters
  Score: Raw -116684.731044 + Penalty 2245.994006 = -114438.737038
  nChanged 31
		SP:Iteration 20F (62770.560000 sec): 3 clusters
  Score: Raw -116760.921897 + Penalty 2245.994006 = -114514.927891
  nChanged 29
		SP:Iteration 21Q (62770.580000 sec): 3 clusters
  Score: Raw -116831.432973 + Penalty 2245.994006 = -114585.438967
  nChanged 27
		SP:Iteration 22Q (62770.600000 sec): 3 clusters
  Score: Raw -116898.155158 + Penalty 2245.994006 = -114652.161152
  nChanged 35
		SP:Iteration 23Q (62770.620000 sec): 3 clusters
  Score: Raw -117034.482302 + Penalty 2245.994006 = -114788.488296
  nChanged 31
		SP:Iteration 24Q (62770.640000 sec): 3 clusters
  Score: Raw -117226.642792 + Penalty 2245.994006 = -114980.648786
  nChanged 17
		SP:Iteration 25Q (62770.650000 sec): 3 clusters
  Score: Raw -117318.436277 + Penalty 2245.994006 = -115072.442271
  nChanged 8
		SP:Iteration 26Q (62770.670000 sec): 3 clusters
  Score: Raw -117341.980749 + Penalty 2245.994006 = -115095.986742
  nChanged 3
		SP:Iteration 27Q (62770.690000 sec): 3 clusters
  Score: Raw -117353.576123 + Penalty 2245.994006 = -115107.582117
  nChanged 3
		SP:Iteration 28Q (62770.710000 sec): 3 clusters
  Score: Raw -117361.689125 + Penalty 2245.994006 = -115115.695119
  nChanged 1
		SP:Iteration 29Q (62770.730000 sec): 3 clusters
  Score: Raw -117364.126950 + Penalty 2245.994006 = -115118.132944
  nChanged 0
		SP:Iteration 30F (62770.750000 sec): 3 clusters
  Score: Raw -117364.126950 + Penalty 2245.994006 = -115118.132944
  nChanged 0
  Score: Raw -119140914.626181 + Penalty 265543.287490 = -118875371.338691

Splitting cluster 17 changes total score from -118876429.122902 to -118875371.338691

 So it's not getting split.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 18 (5433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63127.840000 sec): 2 clusters
  Score: Raw -644769.677104 + Penalty 1397.540096 = -643372.137008
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63127.970000 sec): 3 clusters
  Score: Raw -641955.718472 + Penalty 2795.080193 = -639160.638279
  nChanged 2200
		SP:Iteration 1F (63128.060000 sec): 3 clusters
  Score: Raw -643234.503383 + Penalty 2795.080193 = -640439.423190
  nChanged 424
		SP:Iteration 2F (63128.150000 sec): 3 clusters
  Score: Raw -643608.005820 + Penalty 2795.080193 = -640812.925627
  nChanged 413
		SP:Iteration 3F (63128.250000 sec): 3 clusters
  Score: Raw -643976.099326 + Penalty 2795.080193 = -641181.019133
  nChanged 389
		SP:Iteration 4F (63128.340000 sec): 3 clusters
  Score: Raw -644303.624168 + Penalty 2795.080193 = -641508.543975
  nChanged 380
		SP:Iteration 5F (63128.430000 sec): 3 clusters
  Score: Raw -644611.863705 + Penalty 2795.080193 = -641816.783513
  nChanged 326
		SP:Iteration 6F (63128.520000 sec): 3 clusters
  Score: Raw -644877.627788 + Penalty 2795.080193 = -642082.547595
  nChanged 274
		SP:Iteration 7F (63128.620000 sec): 3 clusters
  Score: Raw -645083.820004 + Penalty 2795.080193 = -642288.739811
  nChanged 227
		SP:Iteration 8Q (63128.710000 sec): 3 clusters
  Score: Raw -645258.580804 + Penalty 2795.080193 = -642463.500611
  nChanged 204
		SP:Iteration 9Q (63128.800000 sec): 3 clusters
  Score: Raw -645385.869005 + Penalty 2795.080193 = -642590.788812
  nChanged 150
		SP:Iteration 10Q (63128.900000 sec): 3 clusters
  Score: Raw -645473.201441 + Penalty 2795.080193 = -642678.121248
  nChanged 106
		SP:Iteration 11Q (63128.990000 sec): 3 clusters
  Score: Raw -645526.541623 + Penalty 2795.080193 = -642731.461431
  nChanged 75
		SP:Iteration 12Q (63129.080000 sec): 3 clusters
  Score: Raw -645562.696021 + Penalty 2795.080193 = -642767.615829
  nChanged 50
		SP:Iteration 13Q (63129.170000 sec): 3 clusters
  Score: Raw -645583.988005 + Penalty 2795.080193 = -642788.907813
  nChanged 46
		SP:Iteration 14Q (63129.260000 sec): 3 clusters
  Score: Raw -645603.124133 + Penalty 2795.080193 = -642808.043940
  nChanged 38
		SP:Iteration 15Q (63129.360000 sec): 3 clusters
  Score: Raw -645619.197403 + Penalty 2795.080193 = -642824.117210
  nChanged 35
		SP:Iteration 16Q (63129.450000 sec): 3 clusters
  Score: Raw -645634.245404 + Penalty 2795.080193 = -642839.165212
  nChanged 33
		SP:Iteration 17Q (63129.540000 sec): 3 clusters
  Score: Raw -645651.775158 + Penalty 2795.080193 = -642856.694965
  nChanged 30
		SP:Iteration 18Q (63129.630000 sec): 3 clusters
  Score: Raw -645668.412415 + Penalty 2795.080193 = -642873.332222
  nChanged 34
		SP:Iteration 19Q (63129.720000 sec): 3 clusters
  Score: Raw -645682.329135 + Penalty 2795.080193 = -642887.248943
  nChanged 28
		SP:Iteration 20F (63129.820000 sec): 3 clusters
  Score: Raw -645694.742461 + Penalty 2795.080193 = -642899.662268
  nChanged 29
		SP:Iteration 21Q (63129.900000 sec): 3 clusters
  Score: Raw -645708.181436 + Penalty 2795.080193 = -642913.101243
  nChanged 26
		SP:Iteration 22Q (63130.000000 sec): 3 clusters
  Score: Raw -645717.147417 + Penalty 2795.080193 = -642922.067224
  nChanged 16
		SP:Iteration 23Q (63130.080000 sec): 3 clusters
  Score: Raw -645721.957742 + Penalty 2795.080193 = -642926.877549
  nChanged 12
		SP:Iteration 24Q (63130.180000 sec): 3 clusters
  Score: Raw -645727.662396 + Penalty 2795.080193 = -642932.582203
  nChanged 17
		SP:Iteration 25Q (63130.270000 sec): 3 clusters
  Score: Raw -645735.636336 + Penalty 2795.080193 = -642940.556143
  nChanged 18
		SP:Iteration 26Q (63130.360000 sec): 3 clusters
  Score: Raw -645743.370513 + Penalty 2795.080193 = -642948.290321
  nChanged 13
		SP:Iteration 27Q (63130.450000 sec): 3 clusters
  Score: Raw -645748.602245 + Penalty 2795.080193 = -642953.522052
  nChanged 10
		SP:Iteration 28Q (63130.540000 sec): 3 clusters
  Score: Raw -645752.568996 + Penalty 2795.080193 = -642957.488803
  nChanged 8
		SP:Iteration 29Q (63130.630000 sec): 3 clusters
  Score: Raw -645754.945326 + Penalty 2795.080193 = -642959.865134
  nChanged 4
		SP:Iteration 30Q (63130.720000 sec): 3 clusters
  Score: Raw -645755.939158 + Penalty 2795.080193 = -642960.858965
  nChanged 4
		SP:Iteration 31Q (63130.810000 sec): 3 clusters
  Score: Raw -645757.335293 + Penalty 2795.080193 = -642962.255100
  nChanged 7
		SP:Iteration 32Q (63130.900000 sec): 3 clusters
  Score: Raw -645760.412491 + Penalty 2795.080193 = -642965.332299
  nChanged 9
		SP:Iteration 33Q (63130.990000 sec): 3 clusters
  Score: Raw -645762.916434 + Penalty 2795.080193 = -642967.836241
  nChanged 6
		SP:Iteration 34Q (63131.080000 sec): 3 clusters
  Score: Raw -645764.793290 + Penalty 2795.080193 = -642969.713097
  nChanged 5
		SP:Iteration 35Q (63131.170000 sec): 3 clusters
  Score: Raw -645766.243278 + Penalty 2795.080193 = -642971.163086
  nChanged 3
		SP:Iteration 36Q (63131.260000 sec): 3 clusters
  Score: Raw -645767.431967 + Penalty 2795.080193 = -642972.351774
  nChanged 4
		SP:Iteration 37Q (63131.350000 sec): 3 clusters
  Score: Raw -645768.515035 + Penalty 2795.080193 = -642973.434843
  nChanged 4
		SP:Iteration 38Q (63131.440000 sec): 3 clusters
  Score: Raw -645770.309558 + Penalty 2795.080193 = -642975.229366
  nChanged 6
		SP:Iteration 39Q (63131.530000 sec): 3 clusters
  Score: Raw -645772.521643 + Penalty 2795.080193 = -642977.441450
  nChanged 4
		SP:Iteration 40F (63131.620000 sec): 3 clusters
  Score: Raw -645774.715410 + Penalty 2795.080193 = -642979.635217
  nChanged 4
		SP:Iteration 41Q (63131.710000 sec): 3 clusters
  Score: Raw -645776.138940 + Penalty 2795.080193 = -642981.058747
  nChanged 0
		SP:Iteration 42F (63131.800000 sec): 3 clusters
  Score: Raw -645776.138940 + Penalty 2795.080193 = -642981.058747
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 19 (19369 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63131.990000 sec): 2 clusters
  Score: Raw -2230769.384329 + Penalty 1604.107233 = -2229165.277096
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63132.300000 sec): 3 clusters
  Score: Raw -2219232.736288 + Penalty 3208.214467 = -2216024.521821
  nChanged 8648
		SP:Iteration 1F (63132.540000 sec): 3 clusters
  Score: Raw -2224758.684936 + Penalty 3208.214467 = -2221550.470469
  nChanged 1610
		SP:Iteration 2F (63132.790000 sec): 3 clusters
  Score: Raw -2226121.371791 + Penalty 3208.214467 = -2222913.157324
  nChanged 1611
		SP:Iteration 3F (63133.020000 sec): 3 clusters
  Score: Raw -2227410.252652 + Penalty 3208.214467 = -2224202.038185
  nChanged 1400
		SP:Iteration 4F (63133.250000 sec): 3 clusters
  Score: Raw -2228334.055372 + Penalty 3208.214467 = -2225125.840905
  nChanged 1137
		SP:Iteration 5F (63133.480000 sec): 3 clusters
  Score: Raw -2228904.268275 + Penalty 3208.214467 = -2225696.053808
  nChanged 818
		SP:Iteration 6Q (63133.700000 sec): 3 clusters
  Score: Raw -2229268.049262 + Penalty 3208.214467 = -2226059.834795
  nChanged 658
		SP:Iteration 7Q (63133.930000 sec): 3 clusters
  Score: Raw -2229578.085717 + Penalty 3208.214467 = -2226369.871250
  nChanged 572
		SP:Iteration 8Q (63134.140000 sec): 3 clusters
  Score: Raw -2229872.079374 + Penalty 3208.214467 = -2226663.864908
  nChanged 534
		SP:Iteration 9Q (63134.410000 sec): 3 clusters
  Score: Raw -2230111.082788 + Penalty 3208.214467 = -2226902.868321
  nChanged 459
		SP:Iteration 10Q (63134.640000 sec): 3 clusters
  Score: Raw -2230303.360931 + Penalty 3208.214467 = -2227095.146464
  nChanged 419
		SP:Iteration 11Q (63134.880000 sec): 3 clusters
  Score: Raw -2230471.533459 + Penalty 3208.214467 = -2227263.318992
  nChanged 395
		SP:Iteration 12Q (63135.120000 sec): 3 clusters
  Score: Raw -2230647.758238 + Penalty 3208.214467 = -2227439.543771
  nChanged 376
		SP:Iteration 13Q (63135.330000 sec): 3 clusters
  Score: Raw -2230800.803068 + Penalty 3208.214467 = -2227592.588601
  nChanged 347
		SP:Iteration 14Q (63135.610000 sec): 3 clusters
  Score: Raw -2230951.580863 + Penalty 3208.214467 = -2227743.366396
  nChanged 324
		SP:Iteration 15Q (63135.840000 sec): 3 clusters
  Score: Raw -2231095.395368 + Penalty 3208.214467 = -2227887.180902
  nChanged 309
		SP:Iteration 16Q (63136.060000 sec): 3 clusters
  Score: Raw -2231244.775875 + Penalty 3208.214467 = -2228036.561408
  nChanged 276
		SP:Iteration 17Q (63136.280000 sec): 3 clusters
  Score: Raw -2231369.709310 + Penalty 3208.214467 = -2228161.494843
  nChanged 262
		SP:Iteration 18Q (63136.520000 sec): 3 clusters
  Score: Raw -2231476.635299 + Penalty 3208.214467 = -2228268.420832
  nChanged 228
		SP:Iteration 19Q (63136.750000 sec): 3 clusters
  Score: Raw -2231561.565337 + Penalty 3208.214467 = -2228353.350870
  nChanged 197
		SP:Iteration 20F (63137.000000 sec): 3 clusters
  Score: Raw -2231635.906104 + Penalty 3208.214467 = -2228427.691637
  nChanged 174
		SP:Iteration 21Q (63137.220000 sec): 3 clusters
  Score: Raw -2231700.623100 + Penalty 3208.214467 = -2228492.408633
  nChanged 191
		SP:Iteration 22Q (63137.450000 sec): 3 clusters
  Score: Raw -2231770.186755 + Penalty 3208.214467 = -2228561.972288
  nChanged 170
		SP:Iteration 23Q (63137.660000 sec): 3 clusters
  Score: Raw -2231829.356769 + Penalty 3208.214467 = -2228621.142302
  nChanged 128
		SP:Iteration 24Q (63137.900000 sec): 3 clusters
  Score: Raw -2231871.772373 + Penalty 3208.214467 = -2228663.557906
  nChanged 107
		SP:Iteration 25Q (63138.120000 sec): 3 clusters
  Score: Raw -2231909.068194 + Penalty 3208.214467 = -2228700.853727
  nChanged 103
		SP:Iteration 26Q (63138.360000 sec): 3 clusters
  Score: Raw -2231942.531322 + Penalty 3208.214467 = -2228734.316855
  nChanged 96
		SP:Iteration 27Q (63138.570000 sec): 3 clusters
  Score: Raw -2231976.939961 + Penalty 3208.214467 = -2228768.725494
  nChanged 89
		SP:Iteration 28Q (63138.810000 sec): 3 clusters
  Score: Raw -2232009.114427 + Penalty 3208.214467 = -2228800.899960
  nChanged 83
		SP:Iteration 29Q (63139.020000 sec): 3 clusters
  Score: Raw -2232041.629326 + Penalty 3208.214467 = -2228833.414859
  nChanged 85
		SP:Iteration 30Q (63139.240000 sec): 3 clusters
  Score: Raw -2232072.208539 + Penalty 3208.214467 = -2228863.994073
  nChanged 73
		SP:Iteration 31Q (63139.440000 sec): 3 clusters
  Score: Raw -2232095.621863 + Penalty 3208.214467 = -2228887.407396
  nChanged 66
		SP:Iteration 32Q (63139.650000 sec): 3 clusters
  Score: Raw -2232114.251529 + Penalty 3208.214467 = -2228906.037062
  nChanged 57
		SP:Iteration 33Q (63139.880000 sec): 3 clusters
  Score: Raw -2232125.749136 + Penalty 3208.214467 = -2228917.534669
  nChanged 38
		SP:Iteration 34Q (63140.090000 sec): 3 clusters
  Score: Raw -2232132.964913 + Penalty 3208.214467 = -2228924.750446
  nChanged 30
		SP:Iteration 35Q (63140.310000 sec): 3 clusters
  Score: Raw -2232139.514539 + Penalty 3208.214467 = -2228931.300072
  nChanged 25
		SP:Iteration 36Q (63140.520000 sec): 3 clusters
  Score: Raw -2232144.791447 + Penalty 3208.214467 = -2228936.576981
  nChanged 26
		SP:Iteration 37Q (63140.720000 sec): 3 clusters
  Score: Raw -2232148.612337 + Penalty 3208.214467 = -2228940.397870
  nChanged 23
		SP:Iteration 38Q (63140.970000 sec): 3 clusters
  Score: Raw -2232151.814729 + Penalty 3208.214467 = -2228943.600262
  nChanged 17
		SP:Iteration 39Q (63141.170000 sec): 3 clusters
  Score: Raw -2232154.666037 + Penalty 3208.214467 = -2228946.451570
  nChanged 16
		SP:Iteration 40F (63141.400000 sec): 3 clusters
  Score: Raw -2232157.340924 + Penalty 3208.214467 = -2228949.126457
  nChanged 17
		SP:Iteration 41Q (63141.600000 sec): 3 clusters
  Score: Raw -2232160.177341 + Penalty 3208.214467 = -2228951.962874
  nChanged 10
		SP:Iteration 42Q (63141.920000 sec): 3 clusters
  Score: Raw -2232161.970764 + Penalty 3208.214467 = -2228953.756297
  nChanged 12
		SP:Iteration 43Q (63142.160000 sec): 3 clusters
  Score: Raw -2232163.951020 + Penalty 3208.214467 = -2228955.736554
  nChanged 12
		SP:Iteration 44Q (63142.360000 sec): 3 clusters
  Score: Raw -2232165.928252 + Penalty 3208.214467 = -2228957.713786
  nChanged 9
		SP:Iteration 45Q (63142.620000 sec): 3 clusters
  Score: Raw -2232168.217199 + Penalty 3208.214467 = -2228960.002732
  nChanged 10
		SP:Iteration 46Q (63142.830000 sec): 3 clusters
  Score: Raw -2232169.712573 + Penalty 3208.214467 = -2228961.498106
  nChanged 7
		SP:Iteration 47Q (63143.080000 sec): 3 clusters
  Score: Raw -2232170.649115 + Penalty 3208.214467 = -2228962.434648
  nChanged 4
		SP:Iteration 48Q (63143.280000 sec): 3 clusters
  Score: Raw -2232171.364027 + Penalty 3208.214467 = -2228963.149560
  nChanged 3
		SP:Iteration 49Q (63143.500000 sec): 3 clusters
  Score: Raw -2232172.135215 + Penalty 3208.214467 = -2228963.920748
  nChanged 6
		SP:Iteration 50Q (63143.700000 sec): 3 clusters
  Score: Raw -2232172.936634 + Penalty 3208.214467 = -2228964.722167
  nChanged 8
		SP:Iteration 51Q (63143.910000 sec): 3 clusters
  Score: Raw -2232174.169716 + Penalty 3208.214467 = -2228965.955249
  nChanged 7
		SP:Iteration 52Q (63144.160000 sec): 3 clusters
  Score: Raw -2232175.057533 + Penalty 3208.214467 = -2228966.843066
  nChanged 6
		SP:Iteration 53Q (63144.360000 sec): 3 clusters
  Score: Raw -2232175.836370 + Penalty 3208.214467 = -2228967.621903
  nChanged 6
		SP:Iteration 54Q (63144.560000 sec): 3 clusters
  Score: Raw -2232176.568283 + Penalty 3208.214467 = -2228968.353816
  nChanged 6
		SP:Iteration 55Q (63144.800000 sec): 3 clusters
  Score: Raw -2232177.345099 + Penalty 3208.214467 = -2228969.130632
  nChanged 4
		SP:Iteration 56Q (63145.080000 sec): 3 clusters
  Score: Raw -2232177.887497 + Penalty 3208.214467 = -2228969.673031
  nChanged 5
		SP:Iteration 57Q (63145.280000 sec): 3 clusters
  Score: Raw -2232178.369177 + Penalty 3208.214467 = -2228970.154710
  nChanged 4
		SP:Iteration 58Q (63145.480000 sec): 3 clusters
  Score: Raw -2232179.037939 + Penalty 3208.214467 = -2228970.823472
  nChanged 7
		SP:Iteration 59Q (63145.680000 sec): 3 clusters
  Score: Raw -2232180.613211 + Penalty 3208.214467 = -2228972.398744
  nChanged 10
		SP:Iteration 60F (63145.910000 sec): 3 clusters
  Score: Raw -2232182.785143 + Penalty 3208.214467 = -2228974.570676
  nChanged 13
		SP:Iteration 61Q (63146.140000 sec): 3 clusters
  Score: Raw -2232185.269472 + Penalty 3208.214467 = -2228977.055005
  nChanged 11
		SP:Iteration 62Q (63146.350000 sec): 3 clusters
  Score: Raw -2232186.974585 + Penalty 3208.214467 = -2228978.760118
  nChanged 7
		SP:Iteration 63Q (63146.590000 sec): 3 clusters
  Score: Raw -2232187.967618 + Penalty 3208.214467 = -2228979.753151
  nChanged 9
		SP:Iteration 64Q (63146.790000 sec): 3 clusters
  Score: Raw -2232188.988652 + Penalty 3208.214467 = -2228980.774185
  nChanged 5
		SP:Iteration 65Q (63147.000000 sec): 3 clusters
  Score: Raw -2232190.051250 + Penalty 3208.214467 = -2228981.836784
  nChanged 10
		SP:Iteration 66Q (63147.230000 sec): 3 clusters
  Score: Raw -2232191.890370 + Penalty 3208.214467 = -2228983.675903
  nChanged 7
		SP:Iteration 67Q (63147.440000 sec): 3 clusters
  Score: Raw -2232193.391951 + Penalty 3208.214467 = -2228985.177484
  nChanged 9
		SP:Iteration 68Q (63147.670000 sec): 3 clusters
  Score: Raw -2232194.889650 + Penalty 3208.214467 = -2228986.675183
  nChanged 6
		SP:Iteration 69Q (63147.880000 sec): 3 clusters
  Score: Raw -2232196.273059 + Penalty 3208.214467 = -2228988.058592
  nChanged 6
		SP:Iteration 70Q (63148.120000 sec): 3 clusters
  Score: Raw -2232197.638177 + Penalty 3208.214467 = -2228989.423710
  nChanged 6
		SP:Iteration 71Q (63148.330000 sec): 3 clusters
  Score: Raw -2232198.317816 + Penalty 3208.214467 = -2228990.103350
  nChanged 3
		SP:Iteration 72Q (63148.540000 sec): 3 clusters
  Score: Raw -2232198.657540 + Penalty 3208.214467 = -2228990.443073
  nChanged 4
		SP:Iteration 73Q (63148.770000 sec): 3 clusters
  Score: Raw -2232199.106989 + Penalty 3208.214467 = -2228990.892522
  nChanged 5
		SP:Iteration 74Q (63148.980000 sec): 3 clusters
  Score: Raw -2232200.053410 + Penalty 3208.214467 = -2228991.838943
  nChanged 3
		SP:Iteration 75Q (63149.210000 sec): 3 clusters
  Score: Raw -2232200.425875 + Penalty 3208.214467 = -2228992.211408
  nChanged 4
		SP:Iteration 76Q (63149.420000 sec): 3 clusters
  Score: Raw -2232200.865438 + Penalty 3208.214467 = -2228992.650971
  nChanged 2
		SP:Iteration 77Q (63149.660000 sec): 3 clusters
  Score: Raw -2232201.189632 + Penalty 3208.214467 = -2228992.975165
  nChanged 4
		SP:Iteration 78Q (63149.860000 sec): 3 clusters
  Score: Raw -2232201.989336 + Penalty 3208.214467 = -2228993.774869
  nChanged 3
		SP:Iteration 79Q (63150.070000 sec): 3 clusters
  Score: Raw -2232202.336652 + Penalty 3208.214467 = -2228994.122185
  nChanged 0
		SP:Iteration 80F (63150.320000 sec): 3 clusters
  Score: Raw -2232202.336652 + Penalty 3208.214467 = -2228994.122185
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 20 (10768 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63150.440000 sec): 2 clusters
  Score: Raw -1273522.374285 + Penalty 1508.704283 = -1272013.670001
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63150.590000 sec): 3 clusters
  Score: Raw -1267378.525822 + Penalty 3017.408567 = -1264361.117255
  nChanged 4703
		SP:Iteration 1F (63150.750000 sec): 3 clusters
  Score: Raw -1270068.048342 + Penalty 3017.408567 = -1267050.639775
  nChanged 712
		SP:Iteration 2F (63150.900000 sec): 3 clusters
  Score: Raw -1270417.769100 + Penalty 3017.408567 = -1267400.360534
  nChanged 611
		SP:Iteration 3F (63151.070000 sec): 3 clusters
  Score: Raw -1270724.338216 + Penalty 3017.408567 = -1267706.929649
  nChanged 570
		SP:Iteration 4F (63151.230000 sec): 3 clusters
  Score: Raw -1271021.175368 + Penalty 3017.408567 = -1268003.766801
  nChanged 531
		SP:Iteration 5Q (63151.380000 sec): 3 clusters
  Score: Raw -1271307.727070 + Penalty 3017.408567 = -1268290.318503
  nChanged 494
		SP:Iteration 6Q (63151.560000 sec): 3 clusters
  Score: Raw -1271602.555744 + Penalty 3017.408567 = -1268585.147178
  nChanged 501
		SP:Iteration 7Q (63151.700000 sec): 3 clusters
  Score: Raw -1271922.057511 + Penalty 3017.408567 = -1268904.648944
  nChanged 499
		SP:Iteration 8Q (63151.870000 sec): 3 clusters
  Score: Raw -1272220.164070 + Penalty 3017.408567 = -1269202.755503
  nChanged 488
		SP:Iteration 9Q (63152.020000 sec): 3 clusters
  Score: Raw -1272495.396905 + Penalty 3017.408567 = -1269477.988338
  nChanged 435
		SP:Iteration 10Q (63152.170000 sec): 3 clusters
  Score: Raw -1272753.722783 + Penalty 3017.408567 = -1269736.314216
  nChanged 403
		SP:Iteration 11Q (63152.340000 sec): 3 clusters
  Score: Raw -1273000.750369 + Penalty 3017.408567 = -1269983.341802
  nChanged 386
		SP:Iteration 12Q (63152.500000 sec): 3 clusters
  Score: Raw -1273197.827082 + Penalty 3017.408567 = -1270180.418515
  nChanged 309
		SP:Iteration 13Q (63152.650000 sec): 3 clusters
  Score: Raw -1273321.640810 + Penalty 3017.408567 = -1270304.232243
  nChanged 247
		SP:Iteration 14Q (63152.830000 sec): 3 clusters
  Score: Raw -1273405.402328 + Penalty 3017.408567 = -1270387.993761
  nChanged 203
		SP:Iteration 15Q (63152.970000 sec): 3 clusters
  Score: Raw -1273456.740302 + Penalty 3017.408567 = -1270439.331736
  nChanged 158
		SP:Iteration 16Q (63153.130000 sec): 3 clusters
  Score: Raw -1273501.351905 + Penalty 3017.408567 = -1270483.943338
  nChanged 147
		SP:Iteration 17Q (63153.280000 sec): 3 clusters
  Score: Raw -1273538.143795 + Penalty 3017.408567 = -1270520.735228
  nChanged 134
		SP:Iteration 18Q (63153.420000 sec): 3 clusters
  Score: Raw -1273571.898966 + Penalty 3017.408567 = -1270554.490399
  nChanged 112
		SP:Iteration 19Q (63153.600000 sec): 3 clusters
  Score: Raw -1273603.231600 + Penalty 3017.408567 = -1270585.823033
  nChanged 107
		SP:Iteration 20F (63153.750000 sec): 3 clusters
  Score: Raw -1273632.011030 + Penalty 3017.408567 = -1270614.602464
  nChanged 98
		SP:Iteration 21Q (63153.900000 sec): 3 clusters
  Score: Raw -1273657.617884 + Penalty 3017.408567 = -1270640.209317
  nChanged 95
		SP:Iteration 22Q (63154.080000 sec): 3 clusters
  Score: Raw -1273683.870429 + Penalty 3017.408567 = -1270666.461862
  nChanged 109
		SP:Iteration 23Q (63154.220000 sec): 3 clusters
  Score: Raw -1273714.593264 + Penalty 3017.408567 = -1270697.184697
  nChanged 99
		SP:Iteration 24Q (63154.370000 sec): 3 clusters
  Score: Raw -1273740.419616 + Penalty 3017.408567 = -1270723.011049
  nChanged 104
		SP:Iteration 25Q (63154.550000 sec): 3 clusters
  Score: Raw -1273768.121943 + Penalty 3017.408567 = -1270750.713376
  nChanged 93
		SP:Iteration 26Q (63154.690000 sec): 3 clusters
  Score: Raw -1273794.248666 + Penalty 3017.408567 = -1270776.840099
  nChanged 89
		SP:Iteration 27Q (63154.850000 sec): 3 clusters
  Score: Raw -1273821.244224 + Penalty 3017.408567 = -1270803.835657
  nChanged 90
		SP:Iteration 28Q (63155.020000 sec): 3 clusters
  Score: Raw -1273842.282265 + Penalty 3017.408567 = -1270824.873698
  nChanged 83
		SP:Iteration 29Q (63155.160000 sec): 3 clusters
  Score: Raw -1273860.136201 + Penalty 3017.408567 = -1270842.727635
  nChanged 64
		SP:Iteration 30Q (63155.320000 sec): 3 clusters
  Score: Raw -1273874.050452 + Penalty 3017.408567 = -1270856.641886
  nChanged 58
		SP:Iteration 31Q (63155.470000 sec): 3 clusters
  Score: Raw -1273889.083995 + Penalty 3017.408567 = -1270871.675428
  nChanged 70
		SP:Iteration 32Q (63155.610000 sec): 3 clusters
  Score: Raw -1273910.893635 + Penalty 3017.408567 = -1270893.485068
  nChanged 82
		SP:Iteration 33Q (63155.790000 sec): 3 clusters
  Score: Raw -1273935.710100 + Penalty 3017.408567 = -1270918.301533
  nChanged 93
		SP:Iteration 34Q (63155.930000 sec): 3 clusters
  Score: Raw -1273971.586405 + Penalty 3017.408567 = -1270954.177838
  nChanged 100
		SP:Iteration 35Q (63156.070000 sec): 3 clusters
  Score: Raw -1274006.535395 + Penalty 3017.408567 = -1270989.126828
  nChanged 103
		SP:Iteration 36Q (63156.250000 sec): 3 clusters
  Score: Raw -1274036.793441 + Penalty 3017.408567 = -1271019.384874
  nChanged 87
		SP:Iteration 37Q (63156.390000 sec): 3 clusters
  Score: Raw -1274058.982331 + Penalty 3017.408567 = -1271041.573764
  nChanged 66
		SP:Iteration 38Q (63156.540000 sec): 3 clusters
  Score: Raw -1274076.284816 + Penalty 3017.408567 = -1271058.876249
  nChanged 66
		SP:Iteration 39Q (63156.720000 sec): 3 clusters
  Score: Raw -1274096.522635 + Penalty 3017.408567 = -1271079.114068
  nChanged 66
		SP:Iteration 40F (63156.870000 sec): 3 clusters
  Score: Raw -1274117.380679 + Penalty 3017.408567 = -1271099.972112
  nChanged 70
		SP:Iteration 41Q (63157.020000 sec): 3 clusters
  Score: Raw -1274137.976067 + Penalty 3017.408567 = -1271120.567501
  nChanged 65
		SP:Iteration 42Q (63157.190000 sec): 3 clusters
  Score: Raw -1274158.634173 + Penalty 3017.408567 = -1271141.225606
  nChanged 66
		SP:Iteration 43Q (63157.340000 sec): 3 clusters
  Score: Raw -1274181.406798 + Penalty 3017.408567 = -1271163.998231
  nChanged 56
		SP:Iteration 44Q (63157.480000 sec): 3 clusters
  Score: Raw -1274204.356898 + Penalty 3017.408567 = -1271186.948331
  nChanged 61
		SP:Iteration 45Q (63157.660000 sec): 3 clusters
  Score: Raw -1274221.058838 + Penalty 3017.408567 = -1271203.650272
  nChanged 39
		SP:Iteration 46Q (63157.800000 sec): 3 clusters
  Score: Raw -1274231.813811 + Penalty 3017.408567 = -1271214.405245
  nChanged 41
		SP:Iteration 47Q (63157.950000 sec): 3 clusters
  Score: Raw -1274243.224484 + Penalty 3017.408567 = -1271225.815917
  nChanged 40
		SP:Iteration 48Q (63158.120000 sec): 3 clusters
  Score: Raw -1274256.112770 + Penalty 3017.408567 = -1271238.704203
  nChanged 46
		SP:Iteration 49Q (63158.260000 sec): 3 clusters
  Score: Raw -1274270.154414 + Penalty 3017.408567 = -1271252.745847
  nChanged 44
		SP:Iteration 50Q (63158.420000 sec): 3 clusters
  Score: Raw -1274281.065825 + Penalty 3017.408567 = -1271263.657258
  nChanged 35
		SP:Iteration 51Q (63158.560000 sec): 3 clusters
  Score: Raw -1274292.381731 + Penalty 3017.408567 = -1271274.973165
  nChanged 39
		SP:Iteration 52Q (63158.700000 sec): 3 clusters
  Score: Raw -1274304.045310 + Penalty 3017.408567 = -1271286.636743
  nChanged 31
		SP:Iteration 53Q (63158.880000 sec): 3 clusters
  Score: Raw -1274312.011935 + Penalty 3017.408567 = -1271294.603368
  nChanged 31
		SP:Iteration 54Q (63159.020000 sec): 3 clusters
  Score: Raw -1274320.298595 + Penalty 3017.408567 = -1271302.890028
  nChanged 29
		SP:Iteration 55Q (63159.160000 sec): 3 clusters
  Score: Raw -1274327.475620 + Penalty 3017.408567 = -1271310.067053
  nChanged 22
		SP:Iteration 56Q (63159.340000 sec): 3 clusters
  Score: Raw -1274333.061800 + Penalty 3017.408567 = -1271315.653233
  nChanged 18
		SP:Iteration 57Q (63159.490000 sec): 3 clusters
  Score: Raw -1274337.918254 + Penalty 3017.408567 = -1271320.509687
  nChanged 17
		SP:Iteration 58Q (63159.620000 sec): 3 clusters
  Score: Raw -1274342.310482 + Penalty 3017.408567 = -1271324.901915
  nChanged 22
		SP:Iteration 59Q (63159.800000 sec): 3 clusters
  Score: Raw -1274346.195705 + Penalty 3017.408567 = -1271328.787138
  nChanged 13
		SP:Iteration 60F (63159.950000 sec): 3 clusters
  Score: Raw -1274348.685472 + Penalty 3017.408567 = -1271331.276905
  nChanged 11
		SP:Iteration 61Q (63160.090000 sec): 3 clusters
  Score: Raw -1274350.360039 + Penalty 3017.408567 = -1271332.951472
  nChanged 11
		SP:Iteration 62Q (63160.260000 sec): 3 clusters
  Score: Raw -1274352.276113 + Penalty 3017.408567 = -1271334.867546
  nChanged 11
		SP:Iteration 63Q (63160.410000 sec): 3 clusters
  Score: Raw -1274354.334624 + Penalty 3017.408567 = -1271336.926057
  nChanged 9
		SP:Iteration 64Q (63160.550000 sec): 3 clusters
  Score: Raw -1274355.976208 + Penalty 3017.408567 = -1271338.567642
  nChanged 10
		SP:Iteration 65Q (63160.720000 sec): 3 clusters
  Score: Raw -1274358.223826 + Penalty 3017.408567 = -1271340.815260
  nChanged 14
		SP:Iteration 66Q (63160.870000 sec): 3 clusters
  Score: Raw -1274361.418073 + Penalty 3017.408567 = -1271344.009506
  nChanged 15
		SP:Iteration 67Q (63161.010000 sec): 3 clusters
  Score: Raw -1274364.492076 + Penalty 3017.408567 = -1271347.083509
  nChanged 16
		SP:Iteration 68Q (63161.180000 sec): 3 clusters
  Score: Raw -1274367.814167 + Penalty 3017.408567 = -1271350.405600
  nChanged 16
		SP:Iteration 69Q (63161.330000 sec): 3 clusters
  Score: Raw -1274371.897429 + Penalty 3017.408567 = -1271354.488862
  nChanged 20
		SP:Iteration 70Q (63161.470000 sec): 3 clusters
  Score: Raw -1274375.903884 + Penalty 3017.408567 = -1271358.495317
  nChanged 11
		SP:Iteration 71Q (63161.640000 sec): 3 clusters
  Score: Raw -1274378.092054 + Penalty 3017.408567 = -1271360.683488
  nChanged 10
		SP:Iteration 72Q (63161.790000 sec): 3 clusters
  Score: Raw -1274380.056558 + Penalty 3017.408567 = -1271362.647991
  nChanged 12
		SP:Iteration 73Q (63161.920000 sec): 3 clusters
  Score: Raw -1274382.292068 + Penalty 3017.408567 = -1271364.883501
  nChanged 12
		SP:Iteration 74Q (63162.100000 sec): 3 clusters
  Score: Raw -1274384.473390 + Penalty 3017.408567 = -1271367.064823
  nChanged 6
		SP:Iteration 75Q (63162.250000 sec): 3 clusters
  Score: Raw -1274385.707102 + Penalty 3017.408567 = -1271368.298535
  nChanged 4
		SP:Iteration 76Q (63162.380000 sec): 3 clusters
  Score: Raw -1274386.539223 + Penalty 3017.408567 = -1271369.130656
  nChanged 5
		SP:Iteration 77Q (63162.550000 sec): 3 clusters
  Score: Raw -1274387.411920 + Penalty 3017.408567 = -1271370.003353
  nChanged 6
		SP:Iteration 78Q (63162.720000 sec): 3 clusters
  Score: Raw -1274388.344048 + Penalty 3017.408567 = -1271370.935481
  nChanged 5
		SP:Iteration 79Q (63162.860000 sec): 3 clusters
  Score: Raw -1274389.081255 + Penalty 3017.408567 = -1271371.672688
  nChanged 2
		SP:Iteration 80F (63163.010000 sec): 3 clusters
  Score: Raw -1274389.610601 + Penalty 3017.408567 = -1271372.202034
  nChanged 2
		SP:Iteration 81Q (63163.160000 sec): 3 clusters
  Score: Raw -1274390.294796 + Penalty 3017.408567 = -1271372.886229
  nChanged 2
		SP:Iteration 82Q (63163.290000 sec): 3 clusters
  Score: Raw -1274390.677455 + Penalty 3017.408567 = -1271373.268888
  nChanged 1
		SP:Iteration 83Q (63163.460000 sec): 3 clusters
  Score: Raw -1274390.748597 + Penalty 3017.408567 = -1271373.340030
  nChanged 2
		SP:Iteration 84Q (63163.630000 sec): 3 clusters
  Score: Raw -1274391.688058 + Penalty 3017.408567 = -1271374.279491
  nChanged 2
		SP:Iteration 85Q (63163.770000 sec): 3 clusters
  Score: Raw -1274392.175829 + Penalty 3017.408567 = -1271374.767262
  nChanged 5
		SP:Iteration 86Q (63163.920000 sec): 3 clusters
  Score: Raw -1274393.115768 + Penalty 3017.408567 = -1271375.707201
  nChanged 6
		SP:Iteration 87Q (63164.080000 sec): 3 clusters
  Score: Raw -1274394.508865 + Penalty 3017.408567 = -1271377.100298
  nChanged 4
		SP:Iteration 88Q (63164.220000 sec): 3 clusters
  Score: Raw -1274395.230930 + Penalty 3017.408567 = -1271377.822363
  nChanged 3
		SP:Iteration 89Q (63164.370000 sec): 3 clusters
  Score: Raw -1274395.767123 + Penalty 3017.408567 = -1271378.358556
  nChanged 3
		SP:Iteration 90Q (63164.520000 sec): 3 clusters
  Score: Raw -1274396.692350 + Penalty 3017.408567 = -1271379.283783
  nChanged 3
		SP:Iteration 91Q (63164.660000 sec): 3 clusters
  Score: Raw -1274397.109962 + Penalty 3017.408567 = -1271379.701396
  nChanged 1
		SP:Iteration 92Q (63164.830000 sec): 3 clusters
  Score: Raw -1274397.173125 + Penalty 3017.408567 = -1271379.764558
  nChanged 0
		SP:Iteration 93F (63165.000000 sec): 3 clusters
  Score: Raw -1274397.173125 + Penalty 3017.408567 = -1271379.764558
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 21 (156627 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63166.110000 sec): 2 clusters
  Score: Raw -18451195.269511 + Penalty 1943.763650 = -18449251.505861
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63167.530000 sec): 3 clusters
  Score: Raw -18348274.769364 + Penalty 3887.527300 = -18344387.242064
  nChanged 75759
		SP:Iteration 1F (63168.980000 sec): 3 clusters
  Score: Raw -18396220.274405 + Penalty 3887.527300 = -18392332.747105
  nChanged 8338
		SP:Iteration 2F (63170.450000 sec): 3 clusters
  Score: Raw -18400033.761323 + Penalty 3887.527300 = -18396146.234024
  nChanged 9275
		SP:Iteration 3F (63171.860000 sec): 3 clusters
  Score: Raw -18404553.141942 + Penalty 3887.527300 = -18400665.614642
  nChanged 9329
		SP:Iteration 4F (63173.310000 sec): 3 clusters
  Score: Raw -18408886.873803 + Penalty 3887.527300 = -18404999.346503
  nChanged 8596
		SP:Iteration 5F (63174.720000 sec): 3 clusters
  Score: Raw -18412348.028001 + Penalty 3887.527300 = -18408460.500701
  nChanged 7183
		SP:Iteration 6Q (63176.190000 sec): 3 clusters
  Score: Raw -18414734.956940 + Penalty 3887.527300 = -18410847.429640
  nChanged 5840
		SP:Iteration 7Q (63177.610000 sec): 3 clusters
  Score: Raw -18416330.449212 + Penalty 3887.527300 = -18412442.921912
  nChanged 4629
		SP:Iteration 8Q (63179.060000 sec): 3 clusters
  Score: Raw -18417336.325294 + Penalty 3887.527300 = -18413448.797994
  nChanged 3588
		SP:Iteration 9Q (63180.520000 sec): 3 clusters
  Score: Raw -18417980.470587 + Penalty 3887.527300 = -18414092.943287
  nChanged 2938
		SP:Iteration 10Q (63181.940000 sec): 3 clusters
  Score: Raw -18418457.125995 + Penalty 3887.527300 = -18414569.598695
  nChanged 2430
		SP:Iteration 11Q (63183.400000 sec): 3 clusters
  Score: Raw -18418803.953868 + Penalty 3887.527300 = -18414916.426568
  nChanged 2033
		SP:Iteration 12Q (63184.860000 sec): 3 clusters
  Score: Raw -18419077.804626 + Penalty 3887.527300 = -18415190.277326
  nChanged 1918
		SP:Iteration 13Q (63186.310000 sec): 3 clusters
  Score: Raw -18419328.299979 + Penalty 3887.527300 = -18415440.772679
  nChanged 1754
		SP:Iteration 14Q (63187.750000 sec): 3 clusters
  Score: Raw -18419558.323373 + Penalty 3887.527300 = -18415670.796073
  nChanged 1783
		SP:Iteration 15Q (63189.210000 sec): 3 clusters
  Score: Raw -18419804.853369 + Penalty 3887.527300 = -18415917.326069
  nChanged 1916
		SP:Iteration 16Q (63190.620000 sec): 3 clusters
  Score: Raw -18420106.481287 + Penalty 3887.527300 = -18416218.953987
  nChanged 2129
		SP:Iteration 17Q (63192.080000 sec): 3 clusters
  Score: Raw -18420465.900601 + Penalty 3887.527300 = -18416578.373301
  nChanged 2452
		SP:Iteration 18Q (63193.550000 sec): 3 clusters
  Score: Raw -18420929.671333 + Penalty 3887.527300 = -18417042.144033
  nChanged 2965
		SP:Iteration 19Q (63194.960000 sec): 3 clusters
  Score: Raw -18421566.735469 + Penalty 3887.527300 = -18417679.208169
  nChanged 3589
		SP:Iteration 20F (63196.420000 sec): 3 clusters
  Score: Raw -18422451.864852 + Penalty 3887.527300 = -18418564.337552
  nChanged 4301
		SP:Iteration 21Q (63197.830000 sec): 3 clusters
  Score: Raw -18423667.329963 + Penalty 3887.527300 = -18419779.802663
  nChanged 5038
		SP:Iteration 22Q (63199.240000 sec): 3 clusters
  Score: Raw -18425284.479979 + Penalty 3887.527300 = -18421396.952680
  nChanged 5677
		SP:Iteration 23Q (63200.630000 sec): 3 clusters
  Score: Raw -18427323.459995 + Penalty 3887.527300 = -18423435.932695
  nChanged 6135
		SP:Iteration 24Q (63202.060000 sec): 3 clusters
  Score: Raw -18429750.171504 + Penalty 3887.527300 = -18425862.644204
  nChanged 6648
		SP:Iteration 25Q (63203.440000 sec): 3 clusters
  Score: Raw -18432619.612322 + Penalty 3887.527300 = -18428732.085022
  nChanged 6778
		SP:Iteration 26Q (63204.850000 sec): 3 clusters
  Score: Raw -18435746.405692 + Penalty 3887.527300 = -18431858.878392
  nChanged 6529
		SP:Iteration 27Q (63206.190000 sec): 3 clusters
  Score: Raw -18438896.185007 + Penalty 3887.527300 = -18435008.657707
  nChanged 6126
		SP:Iteration 28Q (63207.570000 sec): 3 clusters
  Score: Raw -18441930.642751 + Penalty 3887.527300 = -18438043.115451
  nChanged 5199
		SP:Iteration 29Q (63208.910000 sec): 3 clusters
  Score: Raw -18444499.810440 + Penalty 3887.527300 = -18440612.283140
  nChanged 4247
		SP:Iteration 30Q (63210.250000 sec): 3 clusters
  Score: Raw -18446532.327364 + Penalty 3887.527300 = -18442644.800064
  nChanged 3201
		SP:Iteration 31Q (63211.570000 sec): 3 clusters
  Score: Raw -18448027.741610 + Penalty 3887.527300 = -18444140.214310
  nChanged 2412
		SP:Iteration 32Q (63212.880000 sec): 3 clusters
  Score: Raw -18449105.173818 + Penalty 3887.527300 = -18445217.646518
  nChanged 1672
		SP:Iteration 33Q (63214.200000 sec): 3 clusters
  Score: Raw -18449829.016143 + Penalty 3887.527300 = -18445941.488843
  nChanged 1194
		SP:Iteration 34Q (63215.510000 sec): 3 clusters
  Score: Raw -18450337.741189 + Penalty 3887.527300 = -18446450.213889
  nChanged 815
		SP:Iteration 35Q (63216.800000 sec): 3 clusters
  Score: Raw -18450677.554931 + Penalty 3887.527300 = -18446790.027631
  nChanged 589
		SP:Iteration 36Q (63218.100000 sec): 3 clusters
  Score: Raw -18450919.299987 + Penalty 3887.527300 = -18447031.772687
  nChanged 403
		SP:Iteration 37Q (63219.420000 sec): 3 clusters
  Score: Raw -18451079.943103 + Penalty 3887.527300 = -18447192.415803
  nChanged 305
		SP:Iteration 38Q (63220.700000 sec): 3 clusters
  Score: Raw -18451211.078293 + Penalty 3887.527300 = -18447323.550993
  nChanged 234
		SP:Iteration 39Q (63222.020000 sec): 3 clusters
  Score: Raw -18451307.294304 + Penalty 3887.527300 = -18447419.767004
  nChanged 178
		SP:Iteration 40F (63223.440000 sec): 3 clusters
  Score: Raw -18451372.471871 + Penalty 3887.527300 = -18447484.944571
  nChanged 132
		SP:Iteration 41Q (63224.740000 sec): 3 clusters
  Score: Raw -18451419.663784 + Penalty 3887.527300 = -18447532.136484
  nChanged 104
		SP:Iteration 42Q (63226.060000 sec): 3 clusters
  Score: Raw -18451456.725655 + Penalty 3887.527300 = -18447569.198355
  nChanged 87
		SP:Iteration 43Q (63227.330000 sec): 3 clusters
  Score: Raw -18451491.062721 + Penalty 3887.527300 = -18447603.535421
  nChanged 82
		SP:Iteration 44Q (63228.640000 sec): 3 clusters
  Score: Raw -18451519.160692 + Penalty 3887.527300 = -18447631.633393
  nChanged 63
		SP:Iteration 45Q (63229.960000 sec): 3 clusters
  Score: Raw -18451541.443802 + Penalty 3887.527300 = -18447653.916502
  nChanged 56
		SP:Iteration 46Q (63231.240000 sec): 3 clusters
  Score: Raw -18451556.853099 + Penalty 3887.527300 = -18447669.325799
  nChanged 39
		SP:Iteration 47Q (63232.540000 sec): 3 clusters
  Score: Raw -18451567.456980 + Penalty 3887.527300 = -18447679.929680
  nChanged 31
		SP:Iteration 48Q (63233.860000 sec): 3 clusters
  Score: Raw -18451575.427400 + Penalty 3887.527300 = -18447687.900100
  nChanged 30
		SP:Iteration 49Q (63235.130000 sec): 3 clusters
  Score: Raw -18451584.983065 + Penalty 3887.527300 = -18447697.455765
  nChanged 30
		SP:Iteration 50Q (63236.420000 sec): 3 clusters
  Score: Raw -18451595.578635 + Penalty 3887.527300 = -18447708.051336
  nChanged 29
		SP:Iteration 51Q (63237.740000 sec): 3 clusters
  Score: Raw -18451605.179899 + Penalty 3887.527300 = -18447717.652599
  nChanged 32
		SP:Iteration 52Q (63239.010000 sec): 3 clusters
  Score: Raw -18451616.478313 + Penalty 3887.527300 = -18447728.951013
  nChanged 22
		SP:Iteration 53Q (63240.330000 sec): 3 clusters
  Score: Raw -18451623.699916 + Penalty 3887.527300 = -18447736.172616
  nChanged 25
		SP:Iteration 54Q (63241.660000 sec): 3 clusters
  Score: Raw -18451631.480331 + Penalty 3887.527300 = -18447743.953031
  nChanged 17
		SP:Iteration 55Q (63242.920000 sec): 3 clusters
  Score: Raw -18451637.135927 + Penalty 3887.527300 = -18447749.608627
  nChanged 20
		SP:Iteration 56Q (63244.220000 sec): 3 clusters
  Score: Raw -18451641.931058 + Penalty 3887.527300 = -18447754.403758
  nChanged 13
		SP:Iteration 57Q (63245.540000 sec): 3 clusters
  Score: Raw -18451645.056020 + Penalty 3887.527300 = -18447757.528720
  nChanged 10
		SP:Iteration 58Q (63246.810000 sec): 3 clusters
  Score: Raw -18451647.164138 + Penalty 3887.527300 = -18447759.636838
  nChanged 6
		SP:Iteration 59Q (63248.130000 sec): 3 clusters
  Score: Raw -18451648.668407 + Penalty 3887.527300 = -18447761.141107
  nChanged 4
		SP:Iteration 60F (63249.600000 sec): 3 clusters
  Score: Raw -18451649.594447 + Penalty 3887.527300 = -18447762.067147
  nChanged 3
		SP:Iteration 61Q (63250.920000 sec): 3 clusters
  Score: Raw -18451650.215446 + Penalty 3887.527300 = -18447762.688146
  nChanged 4
		SP:Iteration 62Q (63252.200000 sec): 3 clusters
  Score: Raw -18451651.191293 + Penalty 3887.527300 = -18447763.663993
  nChanged 4
		SP:Iteration 63Q (63253.500000 sec): 3 clusters
  Score: Raw -18451652.175188 + Penalty 3887.527300 = -18447764.647888
  nChanged 7
		SP:Iteration 64Q (63254.820000 sec): 3 clusters
  Score: Raw -18451653.892894 + Penalty 3887.527300 = -18447766.365594
  nChanged 5
		SP:Iteration 65Q (63256.090000 sec): 3 clusters
  Score: Raw -18451654.735346 + Penalty 3887.527300 = -18447767.208046
  nChanged 2
		SP:Iteration 66Q (63257.400000 sec): 3 clusters
  Score: Raw -18451655.111920 + Penalty 3887.527300 = -18447767.584620
  nChanged 1
		SP:Iteration 67Q (63258.720000 sec): 3 clusters
  Score: Raw -18451655.257248 + Penalty 3887.527300 = -18447767.729948
  nChanged 0
		SP:Iteration 68F (63260.180000 sec): 3 clusters
  Score: Raw -18451655.257248 + Penalty 3887.527300 = -18447767.729948
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 22 (7068 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63260.280000 sec): 2 clusters
  Score: Raw -873302.308777 + Penalty 1440.291585 = -871862.017192
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63260.400000 sec): 3 clusters
  Score: Raw -869436.294437 + Penalty 2880.583171 = -866555.711266
  nChanged 2975
		SP:Iteration 1F (63260.510000 sec): 3 clusters
  Score: Raw -871046.987482 + Penalty 2880.583171 = -868166.404311
  nChanged 453
		SP:Iteration 2F (63260.620000 sec): 3 clusters
  Score: Raw -871276.329559 + Penalty 2880.583171 = -868395.746388
  nChanged 407
		SP:Iteration 3F (63260.730000 sec): 3 clusters
  Score: Raw -871474.850023 + Penalty 2880.583171 = -868594.266852
  nChanged 315
		SP:Iteration 4Q (63260.840000 sec): 3 clusters
  Score: Raw -871620.272680 + Penalty 2880.583171 = -868739.689509
  nChanged 284
		SP:Iteration 5Q (63260.960000 sec): 3 clusters
  Score: Raw -871776.196523 + Penalty 2880.583171 = -868895.613352
  nChanged 295
		SP:Iteration 6Q (63261.080000 sec): 3 clusters
  Score: Raw -871958.158153 + Penalty 2880.583171 = -869077.574982
  nChanged 300
		SP:Iteration 7Q (63261.200000 sec): 3 clusters
  Score: Raw -872178.371540 + Penalty 2880.583171 = -869297.788369
  nChanged 323
		SP:Iteration 8Q (63261.320000 sec): 3 clusters
  Score: Raw -872499.593255 + Penalty 2880.583171 = -869619.010084
  nChanged 362
		SP:Iteration 9F (63261.440000 sec): 3 clusters
  Score: Raw -872813.968643 + Penalty 2880.583171 = -869933.385472
  nChanged 335
		SP:Iteration 10Q (63261.560000 sec): 3 clusters
  Score: Raw -873076.122056 + Penalty 2880.583171 = -870195.538885
  nChanged 288
		SP:Iteration 11Q (63261.680000 sec): 3 clusters
  Score: Raw -873247.023714 + Penalty 2880.583171 = -870366.440544
  nChanged 250
		SP:Iteration 12Q (63261.800000 sec): 3 clusters
  Score: Raw -873379.964152 + Penalty 2880.583171 = -870499.380981
  nChanged 198
		SP:Iteration 13Q (63261.910000 sec): 3 clusters
  Score: Raw -873466.865723 + Penalty 2880.583171 = -870586.282552
  nChanged 164
		SP:Iteration 14Q (63262.030000 sec): 3 clusters
  Score: Raw -873545.696607 + Penalty 2880.583171 = -870665.113436
  nChanged 129
		SP:Iteration 15Q (63262.150000 sec): 3 clusters
  Score: Raw -873600.649066 + Penalty 2880.583171 = -870720.065896
  nChanged 121
		SP:Iteration 16Q (63262.270000 sec): 3 clusters
  Score: Raw -873651.327208 + Penalty 2880.583171 = -870770.744037
  nChanged 93
		SP:Iteration 17Q (63262.390000 sec): 3 clusters
  Score: Raw -873692.684348 + Penalty 2880.583171 = -870812.101178
  nChanged 104
		SP:Iteration 18Q (63262.510000 sec): 3 clusters
  Score: Raw -873740.905760 + Penalty 2880.583171 = -870860.322589
  nChanged 90
		SP:Iteration 19Q (63262.620000 sec): 3 clusters
  Score: Raw -873788.624177 + Penalty 2880.583171 = -870908.041006
  nChanged 99
		SP:Iteration 20F (63262.740000 sec): 3 clusters
  Score: Raw -873840.233713 + Penalty 2880.583171 = -870959.650543
  nChanged 93
		SP:Iteration 21Q (63262.860000 sec): 3 clusters
  Score: Raw -873889.443258 + Penalty 2880.583171 = -871008.860087
  nChanged 84
		SP:Iteration 22Q (63262.980000 sec): 3 clusters
  Score: Raw -873925.617278 + Penalty 2880.583171 = -871045.034107
  nChanged 75
		SP:Iteration 23Q (63263.100000 sec): 3 clusters
  Score: Raw -873963.108588 + Penalty 2880.583171 = -871082.525417
  nChanged 73
		SP:Iteration 24Q (63263.220000 sec): 3 clusters
  Score: Raw -873990.581072 + Penalty 2880.583171 = -871109.997902
  nChanged 59
		SP:Iteration 25Q (63263.330000 sec): 3 clusters
  Score: Raw -874013.750314 + Penalty 2880.583171 = -871133.167143
  nChanged 50
		SP:Iteration 26Q (63263.450000 sec): 3 clusters
  Score: Raw -874030.364219 + Penalty 2880.583171 = -871149.781048
  nChanged 38
		SP:Iteration 27Q (63263.560000 sec): 3 clusters
  Score: Raw -874041.259465 + Penalty 2880.583171 = -871160.676294
  nChanged 27
		SP:Iteration 28Q (63263.680000 sec): 3 clusters
  Score: Raw -874049.302716 + Penalty 2880.583171 = -871168.719545
  nChanged 28
		SP:Iteration 29Q (63263.800000 sec): 3 clusters
  Score: Raw -874057.339783 + Penalty 2880.583171 = -871176.756612
  nChanged 25
		SP:Iteration 30Q (63263.910000 sec): 3 clusters
  Score: Raw -874064.262135 + Penalty 2880.583171 = -871183.678964
  nChanged 21
		SP:Iteration 31Q (63264.030000 sec): 3 clusters
  Score: Raw -874070.473557 + Penalty 2880.583171 = -871189.890386
  nChanged 21
		SP:Iteration 32Q (63264.140000 sec): 3 clusters
  Score: Raw -874074.741754 + Penalty 2880.583171 = -871194.158583
  nChanged 13
		SP:Iteration 33Q (63264.260000 sec): 3 clusters
  Score: Raw -874076.707574 + Penalty 2880.583171 = -871196.124403
  nChanged 5
		SP:Iteration 34Q (63264.380000 sec): 3 clusters
  Score: Raw -874077.268539 + Penalty 2880.583171 = -871196.685369
  nChanged 5
		SP:Iteration 35Q (63264.490000 sec): 3 clusters
  Score: Raw -874077.992456 + Penalty 2880.583171 = -871197.409285
  nChanged 4
		SP:Iteration 36Q (63264.600000 sec): 3 clusters
  Score: Raw -874078.574150 + Penalty 2880.583171 = -871197.990979
  nChanged 5
		SP:Iteration 37Q (63264.720000 sec): 3 clusters
  Score: Raw -874079.188092 + Penalty 2880.583171 = -871198.604921
  nChanged 3
		SP:Iteration 38Q (63264.840000 sec): 3 clusters
  Score: Raw -874079.356234 + Penalty 2880.583171 = -871198.773063
  nChanged 1
		SP:Iteration 39Q (63264.960000 sec): 3 clusters
  Score: Raw -874079.449879 + Penalty 2880.583171 = -871198.866709
  nChanged 1
		SP:Iteration 40F (63265.080000 sec): 3 clusters
  Score: Raw -874079.677045 + Penalty 2880.583171 = -871199.093875
  nChanged 1
		SP:Iteration 41Q (63265.190000 sec): 3 clusters
  Score: Raw -874079.794733 + Penalty 2880.583171 = -871199.211562
  nChanged 2
		SP:Iteration 42Q (63265.310000 sec): 3 clusters
  Score: Raw -874080.110764 + Penalty 2880.583171 = -871199.527593
  nChanged 2
		SP:Iteration 43Q (63265.420000 sec): 3 clusters
  Score: Raw -874080.238858 + Penalty 2880.583171 = -871199.655687
  nChanged 1
		SP:Iteration 44Q (63265.540000 sec): 3 clusters
  Score: Raw -874080.431080 + Penalty 2880.583171 = -871199.847910
  nChanged 1
		SP:Iteration 45Q (63265.660000 sec): 3 clusters
  Score: Raw -874080.596058 + Penalty 2880.583171 = -871200.012887
  nChanged 3
		SP:Iteration 46Q (63265.780000 sec): 3 clusters
  Score: Raw -874080.928373 + Penalty 2880.583171 = -871200.345202
  nChanged 1
		SP:Iteration 47Q (63265.900000 sec): 3 clusters
  Score: Raw -874081.016165 + Penalty 2880.583171 = -871200.432994
  nChanged 2
		SP:Iteration 48Q (63266.010000 sec): 3 clusters
  Score: Raw -874081.124791 + Penalty 2880.583171 = -871200.541620
  nChanged 0
		SP:Iteration 49F (63266.130000 sec): 3 clusters
  Score: Raw -874081.124791 + Penalty 2880.583171 = -871200.541620
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 23 (7737 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63266.240000 sec): 2 clusters
  Score: Raw -925514.904488 + Penalty 1454.987510 = -924059.916977
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63266.390000 sec): 3 clusters
  Score: Raw -921246.352725 + Penalty 2909.975021 = -918336.377704
  nChanged 3309
		SP:Iteration 1F (63266.500000 sec): 3 clusters
  Score: Raw -923102.634996 + Penalty 2909.975021 = -920192.659976
  nChanged 555
		SP:Iteration 2F (63266.610000 sec): 3 clusters
  Score: Raw -923421.125917 + Penalty 2909.975021 = -920511.150896
  nChanged 442
		SP:Iteration 3F (63266.730000 sec): 3 clusters
  Score: Raw -923678.646271 + Penalty 2909.975021 = -920768.671250
  nChanged 385
		SP:Iteration 4Q (63266.840000 sec): 3 clusters
  Score: Raw -923903.906747 + Penalty 2909.975021 = -920993.931726
  nChanged 368
		SP:Iteration 5Q (63266.960000 sec): 3 clusters
  Score: Raw -924101.726349 + Penalty 2909.975021 = -921191.751329
  nChanged 314
		SP:Iteration 6Q (63267.080000 sec): 3 clusters
  Score: Raw -924250.557672 + Penalty 2909.975021 = -921340.582651
  nChanged 278
		SP:Iteration 7Q (63267.200000 sec): 3 clusters
  Score: Raw -924396.873836 + Penalty 2909.975021 = -921486.898815
  nChanged 262
		SP:Iteration 8Q (63267.310000 sec): 3 clusters
  Score: Raw -924519.538287 + Penalty 2909.975021 = -921609.563266
  nChanged 235
		SP:Iteration 9Q (63267.420000 sec): 3 clusters
  Score: Raw -924639.806037 + Penalty 2909.975021 = -921729.831016
  nChanged 235
		SP:Iteration 10Q (63267.550000 sec): 3 clusters
  Score: Raw -924743.900161 + Penalty 2909.975021 = -921833.925140
  nChanged 207
		SP:Iteration 11Q (63267.670000 sec): 3 clusters
  Score: Raw -924827.655286 + Penalty 2909.975021 = -921917.680266
  nChanged 158
		SP:Iteration 12Q (63267.800000 sec): 3 clusters
  Score: Raw -924905.966425 + Penalty 2909.975021 = -921995.991405
  nChanged 177
		SP:Iteration 13Q (63267.930000 sec): 3 clusters
  Score: Raw -924989.061198 + Penalty 2909.975021 = -922079.086177
  nChanged 146
		SP:Iteration 14Q (63268.050000 sec): 3 clusters
  Score: Raw -925068.389784 + Penalty 2909.975021 = -922158.414763
  nChanged 151
		SP:Iteration 15Q (63268.170000 sec): 3 clusters
  Score: Raw -925144.787241 + Penalty 2909.975021 = -922234.812220
  nChanged 146
		SP:Iteration 16Q (63268.280000 sec): 3 clusters
  Score: Raw -925228.387120 + Penalty 2909.975021 = -922318.412100
  nChanged 158
		SP:Iteration 17Q (63268.400000 sec): 3 clusters
  Score: Raw -925329.608475 + Penalty 2909.975021 = -922419.633454
  nChanged 167
		SP:Iteration 18Q (63268.520000 sec): 3 clusters
  Score: Raw -925430.172556 + Penalty 2909.975021 = -922520.197535
  nChanged 162
		SP:Iteration 19Q (63268.640000 sec): 3 clusters
  Score: Raw -925536.969553 + Penalty 2909.975021 = -922626.994532
  nChanged 173
		SP:Iteration 20F (63268.760000 sec): 3 clusters
  Score: Raw -925660.005558 + Penalty 2909.975021 = -922750.030537
  nChanged 186
		SP:Iteration 21Q (63268.880000 sec): 3 clusters
  Score: Raw -925789.265974 + Penalty 2909.975021 = -922879.290954
  nChanged 172
		SP:Iteration 22Q (63268.990000 sec): 3 clusters
  Score: Raw -925875.599239 + Penalty 2909.975021 = -922965.624219
  nChanged 132
		SP:Iteration 23Q (63269.110000 sec): 3 clusters
  Score: Raw -925933.685907 + Penalty 2909.975021 = -923023.710887
  nChanged 107
		SP:Iteration 24Q (63269.230000 sec): 3 clusters
  Score: Raw -925979.048937 + Penalty 2909.975021 = -923069.073916
  nChanged 108
		SP:Iteration 25Q (63269.340000 sec): 3 clusters
  Score: Raw -926020.471193 + Penalty 2909.975021 = -923110.496173
  nChanged 84
		SP:Iteration 26Q (63269.460000 sec): 3 clusters
  Score: Raw -926049.014100 + Penalty 2909.975021 = -923139.039079
  nChanged 70
		SP:Iteration 27Q (63269.580000 sec): 3 clusters
  Score: Raw -926070.022407 + Penalty 2909.975021 = -923160.047386
  nChanged 52
		SP:Iteration 28Q (63269.700000 sec): 3 clusters
  Score: Raw -926084.879267 + Penalty 2909.975021 = -923174.904247
  nChanged 39
		SP:Iteration 29Q (63269.820000 sec): 3 clusters
  Score: Raw -926094.180233 + Penalty 2909.975021 = -923184.205212
  nChanged 37
		SP:Iteration 30Q (63269.940000 sec): 3 clusters
  Score: Raw -926102.409596 + Penalty 2909.975021 = -923192.434576
  nChanged 33
		SP:Iteration 31Q (63270.060000 sec): 3 clusters
  Score: Raw -926108.800152 + Penalty 2909.975021 = -923198.825132
  nChanged 25
		SP:Iteration 32Q (63270.180000 sec): 3 clusters
  Score: Raw -926113.000768 + Penalty 2909.975021 = -923203.025747
  nChanged 22
		SP:Iteration 33Q (63270.300000 sec): 3 clusters
  Score: Raw -926116.695577 + Penalty 2909.975021 = -923206.720557
  nChanged 16
		SP:Iteration 34Q (63270.420000 sec): 3 clusters
  Score: Raw -926119.478182 + Penalty 2909.975021 = -923209.503161
  nChanged 16
		SP:Iteration 35Q (63270.540000 sec): 3 clusters
  Score: Raw -926122.459304 + Penalty 2909.975021 = -923212.484283
  nChanged 16
		SP:Iteration 36Q (63270.660000 sec): 3 clusters
  Score: Raw -926125.634438 + Penalty 2909.975021 = -923215.659417
  nChanged 21
		SP:Iteration 37Q (63270.780000 sec): 3 clusters
  Score: Raw -926129.744103 + Penalty 2909.975021 = -923219.769082
  nChanged 18
		SP:Iteration 38Q (63270.900000 sec): 3 clusters
  Score: Raw -926133.262745 + Penalty 2909.975021 = -923223.287725
  nChanged 20
		SP:Iteration 39Q (63271.020000 sec): 3 clusters
  Score: Raw -926138.922973 + Penalty 2909.975021 = -923228.947952
  nChanged 28
		SP:Iteration 40F (63271.140000 sec): 3 clusters
  Score: Raw -926145.602193 + Penalty 2909.975021 = -923235.627173
  nChanged 33
		SP:Iteration 41Q (63271.270000 sec): 3 clusters
  Score: Raw -926152.895536 + Penalty 2909.975021 = -923242.920515
  nChanged 31
		SP:Iteration 42Q (63271.390000 sec): 3 clusters
  Score: Raw -926158.673345 + Penalty 2909.975021 = -923248.698324
  nChanged 28
		SP:Iteration 43Q (63271.510000 sec): 3 clusters
  Score: Raw -926165.271997 + Penalty 2909.975021 = -923255.296977
  nChanged 28
		SP:Iteration 44Q (63271.630000 sec): 3 clusters
  Score: Raw -926172.204663 + Penalty 2909.975021 = -923262.229643
  nChanged 25
		SP:Iteration 45Q (63271.750000 sec): 3 clusters
  Score: Raw -926178.175448 + Penalty 2909.975021 = -923268.200427
  nChanged 20
		SP:Iteration 46Q (63271.870000 sec): 3 clusters
  Score: Raw -926183.043094 + Penalty 2909.975021 = -923273.068073
  nChanged 21
		SP:Iteration 47Q (63271.990000 sec): 3 clusters
  Score: Raw -926187.074160 + Penalty 2909.975021 = -923277.099139
  nChanged 19
		SP:Iteration 48Q (63272.110000 sec): 3 clusters
  Score: Raw -926190.503845 + Penalty 2909.975021 = -923280.528824
  nChanged 26
		SP:Iteration 49Q (63272.230000 sec): 3 clusters
  Score: Raw -926195.757682 + Penalty 2909.975021 = -923285.782661
  nChanged 23
		SP:Iteration 50Q (63272.350000 sec): 3 clusters
  Score: Raw -926200.506911 + Penalty 2909.975021 = -923290.531890
  nChanged 20
		SP:Iteration 51Q (63272.480000 sec): 3 clusters
  Score: Raw -926204.520599 + Penalty 2909.975021 = -923294.545578
  nChanged 26
		SP:Iteration 52Q (63272.590000 sec): 3 clusters
  Score: Raw -926210.831112 + Penalty 2909.975021 = -923300.856091
  nChanged 27
		SP:Iteration 53Q (63272.710000 sec): 3 clusters
  Score: Raw -926216.494621 + Penalty 2909.975021 = -923306.519600
  nChanged 26
		SP:Iteration 54Q (63272.840000 sec): 3 clusters
  Score: Raw -926222.026179 + Penalty 2909.975021 = -923312.051159
  nChanged 27
		SP:Iteration 55Q (63272.960000 sec): 3 clusters
  Score: Raw -926228.404906 + Penalty 2909.975021 = -923318.429885
  nChanged 21
		SP:Iteration 56Q (63273.080000 sec): 3 clusters
  Score: Raw -926232.519734 + Penalty 2909.975021 = -923322.544713
  nChanged 17
		SP:Iteration 57Q (63273.200000 sec): 3 clusters
  Score: Raw -926235.460917 + Penalty 2909.975021 = -923325.485896
  nChanged 14
		SP:Iteration 58Q (63273.320000 sec): 3 clusters
  Score: Raw -926238.633511 + Penalty 2909.975021 = -923328.658490
  nChanged 10
		SP:Iteration 59Q (63273.440000 sec): 3 clusters
  Score: Raw -926240.688176 + Penalty 2909.975021 = -923330.713156
  nChanged 11
		SP:Iteration 60F (63273.560000 sec): 3 clusters
  Score: Raw -926242.593624 + Penalty 2909.975021 = -923332.618603
  nChanged 12
		SP:Iteration 61Q (63273.680000 sec): 3 clusters
  Score: Raw -926244.410227 + Penalty 2909.975021 = -923334.435206
  nChanged 3
		SP:Iteration 62Q (63273.800000 sec): 3 clusters
  Score: Raw -926244.688323 + Penalty 2909.975021 = -923334.713302
  nChanged 0
		SP:Iteration 63F (63273.930000 sec): 3 clusters
  Score: Raw -926244.688323 + Penalty 2909.975021 = -923334.713302
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 24 (361 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63273.990000 sec): 2 clusters
  Score: Raw -41632.676289 + Penalty 956.942668 = -40675.733621
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63274.000000 sec): 3 clusters
  Score: Raw -41688.424281 + Penalty 1913.885336 = -39774.538945
  nChanged 78
		SP:Iteration 1F (63274.010000 sec): 3 clusters
  Score: Raw -41805.983404 + Penalty 1913.885336 = -39892.098068
  nChanged 24
		SP:Iteration 2F (63274.010000 sec): 3 clusters
  Score: Raw -41878.644037 + Penalty 1913.885336 = -39964.758700
  nChanged 21
		SP:Iteration 3F (63274.020000 sec): 3 clusters
  Score: Raw -41938.125996 + Penalty 1913.885336 = -40024.240660
  nChanged 15
		SP:Iteration 4Q (63274.030000 sec): 3 clusters
  Score: Raw -41970.146446 + Penalty 1913.885336 = -40056.261109
  nChanged 10
		SP:Iteration 5Q (63274.040000 sec): 3 clusters
  Score: Raw -41991.836417 + Penalty 1913.885336 = -40077.951080
  nChanged 4
		SP:Iteration 6Q (63274.050000 sec): 3 clusters
  Score: Raw -41999.423269 + Penalty 1913.885336 = -40085.537932
  nChanged 3
		SP:Iteration 7Q (63274.050000 sec): 3 clusters
  Score: Raw -42002.433913 + Penalty 1913.885336 = -40088.548577
  nChanged 3
		SP:Iteration 8Q (63274.060000 sec): 3 clusters
  Score: Raw -42005.359213 + Penalty 1913.885336 = -40091.473876
  nChanged 0
		SP:Iteration 9F (63274.070000 sec): 3 clusters
  Score: Raw -42005.359213 + Penalty 1913.885336 = -40091.473876
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 25 (30948 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63274.400000 sec): 2 clusters
  Score: Raw -3727073.245930 + Penalty 1680.260344 = -3725392.985586
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63274.750000 sec): 3 clusters
  Score: Raw -3707922.831944 + Penalty 3360.520688 = -3704562.311256
  nChanged 14255
		SP:Iteration 1F (63275.100000 sec): 3 clusters
  Score: Raw -3715881.224526 + Penalty 3360.520688 = -3712520.703838
  nChanged 1368
		SP:Iteration 2Q (63275.480000 sec): 3 clusters
  Score: Raw -3716331.546137 + Penalty 3360.520688 = -3712971.025449
  nChanged 1355
		SP:Iteration 3Q (63275.850000 sec): 3 clusters
  Score: Raw -3716825.608067 + Penalty 3360.520688 = -3713465.087378
  nChanged 1358
		SP:Iteration 4Q (63276.190000 sec): 3 clusters
  Score: Raw -3717320.711692 + Penalty 3360.520688 = -3713960.191004
  nChanged 1332
		SP:Iteration 5Q (63276.530000 sec): 3 clusters
  Score: Raw -3717798.886718 + Penalty 3360.520688 = -3714438.366030
  nChanged 1242
		SP:Iteration 6Q (63276.900000 sec): 3 clusters
  Score: Raw -3718247.981676 + Penalty 3360.520688 = -3714887.460988
  nChanged 1204
		SP:Iteration 7Q (63277.270000 sec): 3 clusters
  Score: Raw -3718671.206424 + Penalty 3360.520688 = -3715310.685736
  nChanged 1124
		SP:Iteration 8Q (63277.630000 sec): 3 clusters
  Score: Raw -3719089.190631 + Penalty 3360.520688 = -3715728.669943
  nChanged 1113
		SP:Iteration 9Q (63277.970000 sec): 3 clusters
  Score: Raw -3719517.032983 + Penalty 3360.520688 = -3716156.512295
  nChanged 1074
		SP:Iteration 10Q (63278.350000 sec): 3 clusters
  Score: Raw -3719940.562241 + Penalty 3360.520688 = -3716580.041553
  nChanged 1087
		SP:Iteration 11Q (63278.710000 sec): 3 clusters
  Score: Raw -3720415.481812 + Penalty 3360.520688 = -3717054.961124
  nChanged 1207
		SP:Iteration 12Q (63279.050000 sec): 3 clusters
  Score: Raw -3720967.410028 + Penalty 3360.520688 = -3717606.889340
  nChanged 1312
		SP:Iteration 13Q (63279.390000 sec): 3 clusters
  Score: Raw -3721646.909857 + Penalty 3360.520688 = -3718286.389169
  nChanged 1481
		SP:Iteration 14Q (63279.730000 sec): 3 clusters
  Score: Raw -3722491.961446 + Penalty 3360.520688 = -3719131.440758
  nChanged 1490
		SP:Iteration 15Q (63280.050000 sec): 3 clusters
  Score: Raw -3723428.233253 + Penalty 3360.520688 = -3720067.712565
  nChanged 1480
		SP:Iteration 16Q (63280.380000 sec): 3 clusters
  Score: Raw -3724401.556977 + Penalty 3360.520688 = -3721041.036288
  nChanged 1325
		SP:Iteration 17Q (63280.710000 sec): 3 clusters
  Score: Raw -3725303.413754 + Penalty 3360.520688 = -3721942.893066
  nChanged 1022
		SP:Iteration 18Q (63281.030000 sec): 3 clusters
  Score: Raw -3725970.641309 + Penalty 3360.520688 = -3722610.120621
  nChanged 745
		SP:Iteration 19Q (63281.340000 sec): 3 clusters
  Score: Raw -3726445.090859 + Penalty 3360.520688 = -3723084.570170
  nChanged 479
		SP:Iteration 20F (63281.680000 sec): 3 clusters
  Score: Raw -3726752.427909 + Penalty 3360.520688 = -3723391.907221
  nChanged 313
		SP:Iteration 21Q (63281.990000 sec): 3 clusters
  Score: Raw -3726958.088041 + Penalty 3360.520688 = -3723597.567352
  nChanged 204
		SP:Iteration 22Q (63282.310000 sec): 3 clusters
  Score: Raw -3727085.853022 + Penalty 3360.520688 = -3723725.332334
  nChanged 137
		SP:Iteration 23Q (63282.630000 sec): 3 clusters
  Score: Raw -3727169.676978 + Penalty 3360.520688 = -3723809.156290
  nChanged 95
		SP:Iteration 24Q (63282.950000 sec): 3 clusters
  Score: Raw -3727232.640529 + Penalty 3360.520688 = -3723872.119841
  nChanged 65
		SP:Iteration 25Q (63283.270000 sec): 3 clusters
  Score: Raw -3727268.985239 + Penalty 3360.520688 = -3723908.464551
  nChanged 34
		SP:Iteration 26Q (63283.590000 sec): 3 clusters
  Score: Raw -3727286.577475 + Penalty 3360.520688 = -3723926.056787
  nChanged 31
		SP:Iteration 27Q (63283.930000 sec): 3 clusters
  Score: Raw -3727306.456742 + Penalty 3360.520688 = -3723945.936053
  nChanged 26
		SP:Iteration 28Q (63284.270000 sec): 3 clusters
  Score: Raw -3727322.583914 + Penalty 3360.520688 = -3723962.063226
  nChanged 20
		SP:Iteration 29Q (63284.610000 sec): 3 clusters
  Score: Raw -3727331.695691 + Penalty 3360.520688 = -3723971.175003
  nChanged 12
		SP:Iteration 30Q (63284.950000 sec): 3 clusters
  Score: Raw -3727336.506046 + Penalty 3360.520688 = -3723975.985358
  nChanged 9
		SP:Iteration 31Q (63285.290000 sec): 3 clusters
  Score: Raw -3727340.813184 + Penalty 3360.520688 = -3723980.292496
  nChanged 8
		SP:Iteration 32Q (63285.610000 sec): 3 clusters
  Score: Raw -3727345.733398 + Penalty 3360.520688 = -3723985.212710
  nChanged 9
		SP:Iteration 33Q (63285.950000 sec): 3 clusters
  Score: Raw -3727349.420511 + Penalty 3360.520688 = -3723988.899823
  nChanged 5
		SP:Iteration 34Q (63286.270000 sec): 3 clusters
  Score: Raw -3727351.999707 + Penalty 3360.520688 = -3723991.479019
  nChanged 4
		SP:Iteration 35Q (63286.610000 sec): 3 clusters
  Score: Raw -3727355.285086 + Penalty 3360.520688 = -3723994.764397
  nChanged 4
		SP:Iteration 36Q (63286.930000 sec): 3 clusters
  Score: Raw -3727358.258516 + Penalty 3360.520688 = -3723997.737828
  nChanged 5
		SP:Iteration 37Q (63287.260000 sec): 3 clusters
  Score: Raw -3727360.676403 + Penalty 3360.520688 = -3724000.155715
  nChanged 6
		SP:Iteration 38Q (63287.580000 sec): 3 clusters
  Score: Raw -3727364.144776 + Penalty 3360.520688 = -3724003.624088
  nChanged 4
		SP:Iteration 39Q (63287.920000 sec): 3 clusters
  Score: Raw -3727365.987729 + Penalty 3360.520688 = -3724005.467041
  nChanged 1
		SP:Iteration 40F (63288.280000 sec): 3 clusters
  Score: Raw -3727366.464819 + Penalty 3360.520688 = -3724005.944131
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 26 (3338 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63288.350000 sec): 2 clusters
  Score: Raw -379029.622722 + Penalty 1318.383154 = -377711.239568
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63288.430000 sec): 3 clusters
  Score: Raw -377410.470204 + Penalty 2636.766309 = -374773.703895
  nChanged 1306
		SP:Iteration 1F (63288.500000 sec): 3 clusters
  Score: Raw -378264.057048 + Penalty 2636.766309 = -375627.290740
  nChanged 292
		SP:Iteration 2F (63288.560000 sec): 3 clusters
  Score: Raw -378494.384075 + Penalty 2636.766309 = -375857.617766
  nChanged 210
		SP:Iteration 3F (63288.620000 sec): 3 clusters
  Score: Raw -378640.811300 + Penalty 2636.766309 = -376004.044991
  nChanged 171
		SP:Iteration 4F (63288.680000 sec): 3 clusters
  Score: Raw -378766.399226 + Penalty 2636.766309 = -376129.632917
  nChanged 155
		SP:Iteration 5Q (63288.740000 sec): 3 clusters
  Score: Raw -378884.353005 + Penalty 2636.766309 = -376247.586696
  nChanged 122
		SP:Iteration 6Q (63288.800000 sec): 3 clusters
  Score: Raw -378979.447315 + Penalty 2636.766309 = -376342.681006
  nChanged 104
		SP:Iteration 7Q (63288.860000 sec): 3 clusters
  Score: Raw -379046.827602 + Penalty 2636.766309 = -376410.061293
  nChanged 79
		SP:Iteration 8Q (63288.920000 sec): 3 clusters
  Score: Raw -379090.396110 + Penalty 2636.766309 = -376453.629801
  nChanged 47
		SP:Iteration 9Q (63288.980000 sec): 3 clusters
  Score: Raw -379128.744443 + Penalty 2636.766309 = -376491.978134
  nChanged 54
		SP:Iteration 10Q (63289.040000 sec): 3 clusters
  Score: Raw -379164.502364 + Penalty 2636.766309 = -376527.736055
  nChanged 52
		SP:Iteration 11Q (63289.100000 sec): 3 clusters
  Score: Raw -379196.781038 + Penalty 2636.766309 = -376560.014729
  nChanged 47
		SP:Iteration 12Q (63289.160000 sec): 3 clusters
  Score: Raw -379225.309937 + Penalty 2636.766309 = -376588.543628
  nChanged 45
		SP:Iteration 13Q (63289.220000 sec): 3 clusters
  Score: Raw -379249.136066 + Penalty 2636.766309 = -376612.369757
  nChanged 39
		SP:Iteration 14Q (63289.280000 sec): 3 clusters
  Score: Raw -379267.568404 + Penalty 2636.766309 = -376630.802095
  nChanged 26
		SP:Iteration 15Q (63289.340000 sec): 3 clusters
  Score: Raw -379281.369405 + Penalty 2636.766309 = -376644.603096
  nChanged 26
		SP:Iteration 16Q (63289.400000 sec): 3 clusters
  Score: Raw -379295.847885 + Penalty 2636.766309 = -376659.081576
  nChanged 23
		SP:Iteration 17Q (63289.460000 sec): 3 clusters
  Score: Raw -379308.838693 + Penalty 2636.766309 = -376672.072384
  nChanged 17
		SP:Iteration 18Q (63289.540000 sec): 3 clusters
  Score: Raw -379315.703076 + Penalty 2636.766309 = -376678.936767
  nChanged 15
		SP:Iteration 19Q (63289.600000 sec): 3 clusters
  Score: Raw -379321.695160 + Penalty 2636.766309 = -376684.928851
  nChanged 11
		SP:Iteration 20F (63289.660000 sec): 3 clusters
  Score: Raw -379326.844297 + Penalty 2636.766309 = -376690.077988
  nChanged 11
		SP:Iteration 21Q (63289.710000 sec): 3 clusters
  Score: Raw -379332.339099 + Penalty 2636.766309 = -376695.572790
  nChanged 8
		SP:Iteration 22Q (63289.770000 sec): 3 clusters
  Score: Raw -379338.182993 + Penalty 2636.766309 = -376701.416684
  nChanged 9
		SP:Iteration 23Q (63289.830000 sec): 3 clusters
  Score: Raw -379341.622760 + Penalty 2636.766309 = -376704.856452
  nChanged 2
		SP:Iteration 24Q (63289.890000 sec): 3 clusters
  Score: Raw -379342.080826 + Penalty 2636.766309 = -376705.314517
  nChanged 3
		SP:Iteration 25Q (63289.950000 sec): 3 clusters
  Score: Raw -379343.512555 + Penalty 2636.766309 = -376706.746246
  nChanged 2
		SP:Iteration 26Q (63290.010000 sec): 3 clusters
  Score: Raw -379343.982204 + Penalty 2636.766309 = -376707.215895
  nChanged 0
		SP:Iteration 27F (63290.070000 sec): 3 clusters
  Score: Raw -379343.982204 + Penalty 2636.766309 = -376707.215895
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 27 (4391 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63290.140000 sec): 2 clusters
  Score: Raw -490274.225068 + Penalty 1362.938244 = -488911.286824
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63290.240000 sec): 3 clusters
  Score: Raw -488049.265144 + Penalty 2725.876488 = -485323.388656
  nChanged 1800
		SP:Iteration 1F (63290.320000 sec): 3 clusters
  Score: Raw -489375.787470 + Penalty 2725.876488 = -486649.910982
  nChanged 463
		SP:Iteration 2F (63290.400000 sec): 3 clusters
  Score: Raw -489816.181593 + Penalty 2725.876488 = -487090.305105
  nChanged 346
		SP:Iteration 3F (63290.480000 sec): 3 clusters
  Score: Raw -490166.161674 + Penalty 2725.876488 = -487440.285187
  nChanged 270
		SP:Iteration 4F (63290.560000 sec): 3 clusters
  Score: Raw -490383.508105 + Penalty 2725.876488 = -487657.631617
  nChanged 195
		SP:Iteration 5Q (63290.640000 sec): 3 clusters
  Score: Raw -490525.613777 + Penalty 2725.876488 = -487799.737289
  nChanged 156
		SP:Iteration 6Q (63290.720000 sec): 3 clusters
  Score: Raw -490622.121679 + Penalty 2725.876488 = -487896.245191
  nChanged 132
		SP:Iteration 7Q (63290.790000 sec): 3 clusters
  Score: Raw -490689.050505 + Penalty 2725.876488 = -487963.174017
  nChanged 91
		SP:Iteration 8Q (63290.870000 sec): 3 clusters
  Score: Raw -490734.201411 + Penalty 2725.876488 = -488008.324923
  nChanged 84
		SP:Iteration 9Q (63290.950000 sec): 3 clusters
  Score: Raw -490766.944910 + Penalty 2725.876488 = -488041.068422
  nChanged 47
		SP:Iteration 10Q (63291.030000 sec): 3 clusters
  Score: Raw -490786.136437 + Penalty 2725.876488 = -488060.259950
  nChanged 41
		SP:Iteration 11Q (63291.100000 sec): 3 clusters
  Score: Raw -490798.068947 + Penalty 2725.876488 = -488072.192459
  nChanged 29
		SP:Iteration 12Q (63291.180000 sec): 3 clusters
  Score: Raw -490806.422022 + Penalty 2725.876488 = -488080.545534
  nChanged 22
		SP:Iteration 13Q (63291.260000 sec): 3 clusters
  Score: Raw -490818.479463 + Penalty 2725.876488 = -488092.602975
  nChanged 26
		SP:Iteration 14Q (63291.340000 sec): 3 clusters
  Score: Raw -490838.440900 + Penalty 2725.876488 = -488112.564412
  nChanged 34
		SP:Iteration 15Q (63291.420000 sec): 3 clusters
  Score: Raw -490852.649422 + Penalty 2725.876488 = -488126.772934
  nChanged 31
		SP:Iteration 16Q (63291.490000 sec): 3 clusters
  Score: Raw -490864.596422 + Penalty 2725.876488 = -488138.719934
  nChanged 26
		SP:Iteration 17Q (63291.570000 sec): 3 clusters
  Score: Raw -490876.204747 + Penalty 2725.876488 = -488150.328259
  nChanged 27
		SP:Iteration 18Q (63291.650000 sec): 3 clusters
  Score: Raw -490887.364766 + Penalty 2725.876488 = -488161.488278
  nChanged 28
		SP:Iteration 19Q (63291.730000 sec): 3 clusters
  Score: Raw -490897.084806 + Penalty 2725.876488 = -488171.208318
  nChanged 23
		SP:Iteration 20F (63291.800000 sec): 3 clusters
  Score: Raw -490906.083632 + Penalty 2725.876488 = -488180.207144
  nChanged 19
		SP:Iteration 21Q (63291.880000 sec): 3 clusters
  Score: Raw -490911.764977 + Penalty 2725.876488 = -488185.888489
  nChanged 17
		SP:Iteration 22Q (63291.960000 sec): 3 clusters
  Score: Raw -490918.347331 + Penalty 2725.876488 = -488192.470843
  nChanged 16
		SP:Iteration 23Q (63292.040000 sec): 3 clusters
  Score: Raw -490923.306828 + Penalty 2725.876488 = -488197.430340
  nChanged 12
		SP:Iteration 24Q (63292.120000 sec): 3 clusters
  Score: Raw -490926.368139 + Penalty 2725.876488 = -488200.491651
  nChanged 8
		SP:Iteration 25Q (63292.200000 sec): 3 clusters
  Score: Raw -490927.946396 + Penalty 2725.876488 = -488202.069908
  nChanged 7
		SP:Iteration 26Q (63292.270000 sec): 3 clusters
  Score: Raw -490929.570311 + Penalty 2725.876488 = -488203.693823
  nChanged 2
		SP:Iteration 27Q (63292.350000 sec): 3 clusters
  Score: Raw -490930.380789 + Penalty 2725.876488 = -488204.504301
  nChanged 4
		SP:Iteration 28Q (63292.430000 sec): 3 clusters
  Score: Raw -490931.597123 + Penalty 2725.876488 = -488205.720635
  nChanged 6
		SP:Iteration 29Q (63292.500000 sec): 3 clusters
  Score: Raw -490932.356002 + Penalty 2725.876488 = -488206.479514
  nChanged 1
		SP:Iteration 30Q (63292.580000 sec): 3 clusters
  Score: Raw -490932.492339 + Penalty 2725.876488 = -488206.615852
  nChanged 1
		SP:Iteration 31Q (63292.660000 sec): 3 clusters
  Score: Raw -490932.663086 + Penalty 2725.876488 = -488206.786598
  nChanged 0
		SP:Iteration 32F (63292.740000 sec): 3 clusters
  Score: Raw -490932.663086 + Penalty 2725.876488 = -488206.786598
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 28 (4038 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63292.820000 sec): 2 clusters
  Score: Raw -472998.062875 + Penalty 1349.319530 = -471648.743346
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63292.900000 sec): 3 clusters
  Score: Raw -470969.224986 + Penalty 2698.639060 = -468270.585927
  nChanged 1634
		SP:Iteration 1F (63292.980000 sec): 3 clusters
  Score: Raw -472053.419101 + Penalty 2698.639060 = -469354.780042
  nChanged 390
		SP:Iteration 2F (63293.050000 sec): 3 clusters
  Score: Raw -472394.419336 + Penalty 2698.639060 = -469695.780276
  nChanged 287
		SP:Iteration 3F (63293.120000 sec): 3 clusters
  Score: Raw -472624.339450 + Penalty 2698.639060 = -469925.700390
  nChanged 236
		SP:Iteration 4F (63293.200000 sec): 3 clusters
  Score: Raw -472813.661329 + Penalty 2698.639060 = -470115.022269
  nChanged 169
		SP:Iteration 5Q (63293.270000 sec): 3 clusters
  Score: Raw -472935.910745 + Penalty 2698.639060 = -470237.271686
  nChanged 138
		SP:Iteration 6Q (63293.340000 sec): 3 clusters
  Score: Raw -473020.419084 + Penalty 2698.639060 = -470321.780025
  nChanged 118
		SP:Iteration 7Q (63293.420000 sec): 3 clusters
  Score: Raw -473091.412603 + Penalty 2698.639060 = -470392.773544
  nChanged 100
		SP:Iteration 8Q (63293.490000 sec): 3 clusters
  Score: Raw -473159.503746 + Penalty 2698.639060 = -470460.864686
  nChanged 99
		SP:Iteration 9Q (63293.560000 sec): 3 clusters
  Score: Raw -473222.073400 + Penalty 2698.639060 = -470523.434341
  nChanged 97
		SP:Iteration 10Q (63293.630000 sec): 3 clusters
  Score: Raw -473280.692579 + Penalty 2698.639060 = -470582.053520
  nChanged 75
		SP:Iteration 11Q (63293.700000 sec): 3 clusters
  Score: Raw -473323.352780 + Penalty 2698.639060 = -470624.713720
  nChanged 64
		SP:Iteration 12Q (63293.780000 sec): 3 clusters
  Score: Raw -473361.411433 + Penalty 2698.639060 = -470662.772373
  nChanged 55
		SP:Iteration 13Q (63293.850000 sec): 3 clusters
  Score: Raw -473389.637790 + Penalty 2698.639060 = -470690.998730
  nChanged 48
		SP:Iteration 14Q (63293.920000 sec): 3 clusters
  Score: Raw -473410.638574 + Penalty 2698.639060 = -470711.999514
  nChanged 50
		SP:Iteration 15Q (63293.990000 sec): 3 clusters
  Score: Raw -473435.035530 + Penalty 2698.639060 = -470736.396470
  nChanged 36
		SP:Iteration 16Q (63294.060000 sec): 3 clusters
  Score: Raw -473456.187168 + Penalty 2698.639060 = -470757.548109
  nChanged 26
		SP:Iteration 17Q (63294.130000 sec): 3 clusters
  Score: Raw -473465.633993 + Penalty 2698.639060 = -470766.994934
  nChanged 18
		SP:Iteration 18Q (63294.200000 sec): 3 clusters
  Score: Raw -473472.524997 + Penalty 2698.639060 = -470773.885937
  nChanged 16
		SP:Iteration 19Q (63294.270000 sec): 3 clusters
  Score: Raw -473478.020601 + Penalty 2698.639060 = -470779.381541
  nChanged 10
		SP:Iteration 20F (63294.340000 sec): 3 clusters
  Score: Raw -473482.333902 + Penalty 2698.639060 = -470783.694843
  nChanged 15
		SP:Iteration 21Q (63294.420000 sec): 3 clusters
  Score: Raw -473487.670156 + Penalty 2698.639060 = -470789.031096
  nChanged 17
		SP:Iteration 22Q (63294.480000 sec): 3 clusters
  Score: Raw -473492.584076 + Penalty 2698.639060 = -470793.945017
  nChanged 9
		SP:Iteration 23Q (63294.560000 sec): 3 clusters
  Score: Raw -473495.077425 + Penalty 2698.639060 = -470796.438365
  nChanged 13
		SP:Iteration 24Q (63294.620000 sec): 3 clusters
  Score: Raw -473500.778357 + Penalty 2698.639060 = -470802.139297
  nChanged 9
		SP:Iteration 25Q (63294.690000 sec): 3 clusters
  Score: Raw -473502.952873 + Penalty 2698.639060 = -470804.313814
  nChanged 5
		SP:Iteration 26Q (63294.760000 sec): 3 clusters
  Score: Raw -473504.012212 + Penalty 2698.639060 = -470805.373152
  nChanged 2
		SP:Iteration 27Q (63294.840000 sec): 3 clusters
  Score: Raw -473504.345868 + Penalty 2698.639060 = -470805.706808
  nChanged 2
		SP:Iteration 28Q (63294.910000 sec): 3 clusters
  Score: Raw -473504.958111 + Penalty 2698.639060 = -470806.319052
  nChanged 1
		SP:Iteration 29Q (63294.980000 sec): 3 clusters
  Score: Raw -473505.190153 + Penalty 2698.639060 = -470806.551093
  nChanged 0
		SP:Iteration 30F (63295.050000 sec): 3 clusters
  Score: Raw -473505.190153 + Penalty 2698.639060 = -470806.551093
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 29 (2331 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63295.120000 sec): 2 clusters
  Score: Raw -233847.296529 + Penalty 1260.033554 = -232587.262975
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63295.160000 sec): 3 clusters
  Score: Raw -232881.901270 + Penalty 2520.067108 = -230361.834162
  nChanged 839
		SP:Iteration 1F (63295.200000 sec): 3 clusters
  Score: Raw -233674.803972 + Penalty 2520.067108 = -231154.736864
  nChanged 267
		SP:Iteration 2F (63295.250000 sec): 3 clusters
  Score: Raw -234083.109928 + Penalty 2520.067108 = -231563.042820
  nChanged 197
		SP:Iteration 3F (63295.290000 sec): 3 clusters
  Score: Raw -234352.688050 + Penalty 2520.067108 = -231832.620943
  nChanged 153
		SP:Iteration 4F (63295.340000 sec): 3 clusters
  Score: Raw -234516.287880 + Penalty 2520.067108 = -231996.220772
  nChanged 92
		SP:Iteration 5Q (63295.380000 sec): 3 clusters
  Score: Raw -234588.034848 + Penalty 2520.067108 = -232067.967741
  nChanged 56
		SP:Iteration 6Q (63295.420000 sec): 3 clusters
  Score: Raw -234633.132021 + Penalty 2520.067108 = -232113.064913
  nChanged 35
		SP:Iteration 7Q (63295.460000 sec): 3 clusters
  Score: Raw -234662.464092 + Penalty 2520.067108 = -232142.396985
  nChanged 34
		SP:Iteration 8Q (63295.500000 sec): 3 clusters
  Score: Raw -234683.798416 + Penalty 2520.067108 = -232163.731309
  nChanged 28
		SP:Iteration 9Q (63295.540000 sec): 3 clusters
  Score: Raw -234705.355538 + Penalty 2520.067108 = -232185.288430
  nChanged 26
		SP:Iteration 10Q (63295.580000 sec): 3 clusters
  Score: Raw -234722.791128 + Penalty 2520.067108 = -232202.724020
  nChanged 14
		SP:Iteration 11Q (63295.620000 sec): 3 clusters
  Score: Raw -234728.550499 + Penalty 2520.067108 = -232208.483391
  nChanged 7
		SP:Iteration 12Q (63295.660000 sec): 3 clusters
  Score: Raw -234730.680048 + Penalty 2520.067108 = -232210.612940
  nChanged 6
		SP:Iteration 13Q (63295.710000 sec): 3 clusters
  Score: Raw -234733.702394 + Penalty 2520.067108 = -232213.635286
  nChanged 4
		SP:Iteration 14Q (63295.750000 sec): 3 clusters
  Score: Raw -234735.403915 + Penalty 2520.067108 = -232215.336808
  nChanged 3
		SP:Iteration 15Q (63295.790000 sec): 3 clusters
  Score: Raw -234736.732091 + Penalty 2520.067108 = -232216.664983
  nChanged 2
		SP:Iteration 16Q (63295.830000 sec): 3 clusters
  Score: Raw -234737.124842 + Penalty 2520.067108 = -232217.057734
  nChanged 0
		SP:Iteration 17F (63295.870000 sec): 3 clusters
  Score: Raw -234737.124842 + Penalty 2520.067108 = -232217.057734
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 30 (464 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63295.930000 sec): 2 clusters
  Score: Raw -52703.693268 + Penalty 997.731240 = -51705.962028
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63295.940000 sec): 3 clusters
  Score: Raw -52647.772290 + Penalty 1995.462479 = -50652.309810
  nChanged 97
		SP:Iteration 1F (63295.950000 sec): 3 clusters
  Score: Raw -52800.958640 + Penalty 1995.462479 = -50805.496160
  nChanged 29
		SP:Iteration 2F (63295.960000 sec): 3 clusters
  Score: Raw -52859.330068 + Penalty 1995.462479 = -50863.867589
  nChanged 13
		SP:Iteration 3Q (63295.970000 sec): 3 clusters
  Score: Raw -52879.743384 + Penalty 1995.462479 = -50884.280905
  nChanged 4
		SP:Iteration 4Q (63295.980000 sec): 3 clusters
  Score: Raw -52888.731918 + Penalty 1995.462479 = -50893.269439
  nChanged 3
		SP:Iteration 5Q (63295.990000 sec): 3 clusters
  Score: Raw -52898.015561 + Penalty 1995.462479 = -50902.553081
  nChanged 2
		SP:Iteration 6Q (63296.000000 sec): 3 clusters
  Score: Raw -52899.658201 + Penalty 1995.462479 = -50904.195721
  nChanged 3
		SP:Iteration 7Q (63296.010000 sec): 3 clusters
  Score: Raw -52905.806070 + Penalty 1995.462479 = -50910.343590
  nChanged 1
		SP:Iteration 8Q (63296.020000 sec): 3 clusters
  Score: Raw -52906.908418 + Penalty 1995.462479 = -50911.445939
  nChanged 1
		SP:Iteration 9Q (63296.030000 sec): 3 clusters
  Score: Raw -52908.448097 + Penalty 1995.462479 = -50912.985618
  nChanged 1
		SP:Iteration 10Q (63296.040000 sec): 3 clusters
  Score: Raw -52910.675976 + Penalty 1995.462479 = -50915.213497
  nChanged 1
		SP:Iteration 11Q (63296.040000 sec): 3 clusters
  Score: Raw -52913.000806 + Penalty 1995.462479 = -50917.538326
  nChanged 4
		SP:Iteration 12Q (63296.060000 sec): 3 clusters
  Score: Raw -52917.786056 + Penalty 1995.462479 = -50922.323577
  nChanged 1
		SP:Iteration 13Q (63296.060000 sec): 3 clusters
  Score: Raw -52921.057017 + Penalty 1995.462479 = -50925.594538
  nChanged 0
		SP:Iteration 14F (63296.080000 sec): 3 clusters
  Score: Raw -52921.057017 + Penalty 1995.462479 = -50925.594538
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 31 (902 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63296.130000 sec): 2 clusters
  Score: Raw -104807.799746 + Penalty 1105.749860 = -103702.049887
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63296.150000 sec): 3 clusters
  Score: Raw -104533.968875 + Penalty 2211.499719 = -102322.469156
  nChanged 268
		SP:Iteration 1F (63296.170000 sec): 3 clusters
  Score: Raw -104799.604447 + Penalty 2211.499719 = -102588.104728
  nChanged 74
		SP:Iteration 2F (63296.190000 sec): 3 clusters
  Score: Raw -104894.187034 + Penalty 2211.499719 = -102682.687315
  nChanged 41
		SP:Iteration 3Q (63296.200000 sec): 3 clusters
  Score: Raw -104942.211003 + Penalty 2211.499719 = -102730.711284
  nChanged 29
		SP:Iteration 4Q (63296.220000 sec): 3 clusters
  Score: Raw -104979.001555 + Penalty 2211.499719 = -102767.501836
  nChanged 21
		SP:Iteration 5Q (63296.240000 sec): 3 clusters
  Score: Raw -105005.675135 + Penalty 2211.499719 = -102794.175416
  nChanged 20
		SP:Iteration 6Q (63296.260000 sec): 3 clusters
  Score: Raw -105029.583393 + Penalty 2211.499719 = -102818.083674
  nChanged 18
		SP:Iteration 7Q (63296.270000 sec): 3 clusters
  Score: Raw -105050.104725 + Penalty 2211.499719 = -102838.605006
  nChanged 9
		SP:Iteration 8Q (63296.290000 sec): 3 clusters
  Score: Raw -105057.520247 + Penalty 2211.499719 = -102846.020528
  nChanged 8
		SP:Iteration 9Q (63296.310000 sec): 3 clusters
  Score: Raw -105063.328688 + Penalty 2211.499719 = -102851.828969
  nChanged 3
		SP:Iteration 10Q (63296.320000 sec): 3 clusters
  Score: Raw -105066.092286 + Penalty 2211.499719 = -102854.592567
  nChanged 2
		SP:Iteration 11Q (63296.340000 sec): 3 clusters
  Score: Raw -105068.171065 + Penalty 2211.499719 = -102856.671345
  nChanged 3
		SP:Iteration 12Q (63296.360000 sec): 3 clusters
  Score: Raw -105070.452559 + Penalty 2211.499719 = -102858.952840
  nChanged 4
		SP:Iteration 13Q (63296.380000 sec): 3 clusters
  Score: Raw -105073.452967 + Penalty 2211.499719 = -102861.953248
  nChanged 2
		SP:Iteration 14Q (63296.390000 sec): 3 clusters
  Score: Raw -105074.838941 + Penalty 2211.499719 = -102863.339222
  nChanged 0
		SP:Iteration 15F (63296.410000 sec): 3 clusters
  Score: Raw -105074.838941 + Penalty 2211.499719 = -102863.339222
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 32 (4308 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63296.500000 sec): 2 clusters
  Score: Raw -508803.725073 + Penalty 1359.837219 = -507443.887854
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63296.580000 sec): 3 clusters
  Score: Raw -506616.832846 + Penalty 2719.674437 = -503897.158409
  nChanged 1697
		SP:Iteration 1F (63296.660000 sec): 3 clusters
  Score: Raw -507568.949042 + Penalty 2719.674437 = -504849.274604
  nChanged 327
		SP:Iteration 2F (63296.740000 sec): 3 clusters
  Score: Raw -507750.764683 + Penalty 2719.674437 = -505031.090246
  nChanged 243
		SP:Iteration 3F (63296.820000 sec): 3 clusters
  Score: Raw -507903.461026 + Penalty 2719.674437 = -505183.786588
  nChanged 221
		SP:Iteration 4F (63296.900000 sec): 3 clusters
  Score: Raw -508057.607993 + Penalty 2719.674437 = -505337.933556
  nChanged 212
		SP:Iteration 5Q (63296.970000 sec): 3 clusters
  Score: Raw -508179.036082 + Penalty 2719.674437 = -505459.361644
  nChanged 169
		SP:Iteration 6Q (63297.050000 sec): 3 clusters
  Score: Raw -508282.609193 + Penalty 2719.674437 = -505562.934756
  nChanged 162
		SP:Iteration 7Q (63297.130000 sec): 3 clusters
  Score: Raw -508390.502093 + Penalty 2719.674437 = -505670.827656
  nChanged 167
		SP:Iteration 8Q (63297.200000 sec): 3 clusters
  Score: Raw -508505.683243 + Penalty 2719.674437 = -505786.008805
  nChanged 143
		SP:Iteration 9Q (63297.280000 sec): 3 clusters
  Score: Raw -508588.001815 + Penalty 2719.674437 = -505868.327377
  nChanged 116
		SP:Iteration 10Q (63297.360000 sec): 3 clusters
  Score: Raw -508655.809359 + Penalty 2719.674437 = -505936.134921
  nChanged 106
		SP:Iteration 11Q (63297.440000 sec): 3 clusters
  Score: Raw -508717.096558 + Penalty 2719.674437 = -505997.422120
  nChanged 69
		SP:Iteration 12Q (63297.510000 sec): 3 clusters
  Score: Raw -508753.251615 + Penalty 2719.674437 = -506033.577178
  nChanged 64
		SP:Iteration 13Q (63297.590000 sec): 3 clusters
  Score: Raw -508786.533030 + Penalty 2719.674437 = -506066.858592
  nChanged 45
		SP:Iteration 14Q (63297.660000 sec): 3 clusters
  Score: Raw -508806.282401 + Penalty 2719.674437 = -506086.607964
  nChanged 39
		SP:Iteration 15Q (63297.740000 sec): 3 clusters
  Score: Raw -508825.979855 + Penalty 2719.674437 = -506106.305417
  nChanged 42
		SP:Iteration 16Q (63297.820000 sec): 3 clusters
  Score: Raw -508850.563413 + Penalty 2719.674437 = -506130.888975
  nChanged 47
		SP:Iteration 17Q (63297.900000 sec): 3 clusters
  Score: Raw -508879.248944 + Penalty 2719.674437 = -506159.574507
  nChanged 41
		SP:Iteration 18Q (63297.970000 sec): 3 clusters
  Score: Raw -508905.107061 + Penalty 2719.674437 = -506185.432623
  nChanged 42
		SP:Iteration 19Q (63298.050000 sec): 3 clusters
  Score: Raw -508933.646399 + Penalty 2719.674437 = -506213.971961
  nChanged 35
		SP:Iteration 20F (63298.120000 sec): 3 clusters
  Score: Raw -508952.661139 + Penalty 2719.674437 = -506232.986702
  nChanged 31
		SP:Iteration 21Q (63298.200000 sec): 3 clusters
  Score: Raw -508969.699086 + Penalty 2719.674437 = -506250.024649
  nChanged 16
		SP:Iteration 22Q (63298.270000 sec): 3 clusters
  Score: Raw -508977.643060 + Penalty 2719.674437 = -506257.968622
  nChanged 10
		SP:Iteration 23Q (63298.350000 sec): 3 clusters
  Score: Raw -508984.192693 + Penalty 2719.674437 = -506264.518256
  nChanged 7
		SP:Iteration 24Q (63298.420000 sec): 3 clusters
  Score: Raw -508990.054322 + Penalty 2719.674437 = -506270.379885
  nChanged 4
		SP:Iteration 25Q (63298.500000 sec): 3 clusters
  Score: Raw -508992.045286 + Penalty 2719.674437 = -506272.370848
  nChanged 3
		SP:Iteration 26Q (63298.570000 sec): 3 clusters
  Score: Raw -508993.785133 + Penalty 2719.674437 = -506274.110695
  nChanged 3
		SP:Iteration 27Q (63298.650000 sec): 3 clusters
  Score: Raw -508995.375258 + Penalty 2719.674437 = -506275.700820
  nChanged 2
		SP:Iteration 28Q (63298.720000 sec): 3 clusters
  Score: Raw -508996.357019 + Penalty 2719.674437 = -506276.682582
  nChanged 3
		SP:Iteration 29Q (63298.800000 sec): 3 clusters
  Score: Raw -508999.098231 + Penalty 2719.674437 = -506279.423793
  nChanged 4
		SP:Iteration 30Q (63298.880000 sec): 3 clusters
  Score: Raw -509000.684050 + Penalty 2719.674437 = -506281.009613
  nChanged 4
		SP:Iteration 31Q (63298.950000 sec): 3 clusters
  Score: Raw -509003.004045 + Penalty 2719.674437 = -506283.329608
  nChanged 7
		SP:Iteration 32Q (63299.020000 sec): 3 clusters
  Score: Raw -509005.950986 + Penalty 2719.674437 = -506286.276549
  nChanged 4
		SP:Iteration 33Q (63299.100000 sec): 3 clusters
  Score: Raw -509007.933462 + Penalty 2719.674437 = -506288.259024
  nChanged 1
		SP:Iteration 34Q (63299.180000 sec): 3 clusters
  Score: Raw -509008.091744 + Penalty 2719.674437 = -506288.417306
  nChanged 1
		SP:Iteration 35Q (63299.250000 sec): 3 clusters
  Score: Raw -509008.329517 + Penalty 2719.674437 = -506288.655079
  nChanged 0
		SP:Iteration 36F (63299.330000 sec): 3 clusters
  Score: Raw -509008.329517 + Penalty 2719.674437 = -506288.655079
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 33 (12918 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63299.480000 sec): 2 clusters
  Score: Raw -1637006.053171 + Penalty 1538.286257 = -1635467.766914
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63299.680000 sec): 3 clusters
  Score: Raw -1629525.030696 + Penalty 3076.572514 = -1626448.458182
  nChanged 5668
		SP:Iteration 1F (63299.880000 sec): 3 clusters
  Score: Raw -1632626.420925 + Penalty 3076.572514 = -1629549.848411
  nChanged 748
		SP:Iteration 2F (63300.060000 sec): 3 clusters
  Score: Raw -1632988.495372 + Penalty 3076.572514 = -1629911.922858
  nChanged 698
		SP:Iteration 3F (63300.240000 sec): 3 clusters
  Score: Raw -1633313.363894 + Penalty 3076.572514 = -1630236.791380
  nChanged 654
		SP:Iteration 4F (63300.430000 sec): 3 clusters
  Score: Raw -1633648.818496 + Penalty 3076.572514 = -1630572.245982
  nChanged 692
		SP:Iteration 5F (63300.640000 sec): 3 clusters
  Score: Raw -1634070.558167 + Penalty 3076.572514 = -1630993.985653
  nChanged 744
		SP:Iteration 6F (63300.820000 sec): 3 clusters
  Score: Raw -1634587.715888 + Penalty 3076.572514 = -1631511.143373
  nChanged 736
		SP:Iteration 7F (63301.000000 sec): 3 clusters
  Score: Raw -1635159.317998 + Penalty 3076.572514 = -1632082.745484
  nChanged 679
		SP:Iteration 8F (63301.190000 sec): 3 clusters
  Score: Raw -1635737.233035 + Penalty 3076.572514 = -1632660.660521
  nChanged 579
		SP:Iteration 9Q (63301.380000 sec): 3 clusters
  Score: Raw -1636286.761533 + Penalty 3076.572514 = -1633210.189019
  nChanged 456
		SP:Iteration 10Q (63301.590000 sec): 3 clusters
  Score: Raw -1636731.885327 + Penalty 3076.572514 = -1633655.312812
  nChanged 335
		SP:Iteration 11Q (63301.790000 sec): 3 clusters
  Score: Raw -1637007.414767 + Penalty 3076.572514 = -1633930.842253
  nChanged 241
		SP:Iteration 12Q (63301.960000 sec): 3 clusters
  Score: Raw -1637181.357967 + Penalty 3076.572514 = -1634104.785452
  nChanged 173
		SP:Iteration 13Q (63302.140000 sec): 3 clusters
  Score: Raw -1637269.911586 + Penalty 3076.572514 = -1634193.339072
  nChanged 113
		SP:Iteration 14Q (63302.340000 sec): 3 clusters
  Score: Raw -1637313.504962 + Penalty 3076.572514 = -1634236.932448
  nChanged 90
		SP:Iteration 15Q (63302.520000 sec): 3 clusters
  Score: Raw -1637345.239287 + Penalty 3076.572514 = -1634268.666773
  nChanged 80
		SP:Iteration 16Q (63302.700000 sec): 3 clusters
  Score: Raw -1637368.882403 + Penalty 3076.572514 = -1634292.309889
  nChanged 62
		SP:Iteration 17Q (63302.900000 sec): 3 clusters
  Score: Raw -1637387.846272 + Penalty 3076.572514 = -1634311.273758
  nChanged 48
		SP:Iteration 18Q (63303.070000 sec): 3 clusters
  Score: Raw -1637404.168229 + Penalty 3076.572514 = -1634327.595715
  nChanged 49
		SP:Iteration 19Q (63303.250000 sec): 3 clusters
  Score: Raw -1637417.645625 + Penalty 3076.572514 = -1634341.073111
  nChanged 30
		SP:Iteration 20F (63303.460000 sec): 3 clusters
  Score: Raw -1637423.747852 + Penalty 3076.572514 = -1634347.175338
  nChanged 16
		SP:Iteration 21Q (63303.640000 sec): 3 clusters
  Score: Raw -1637426.238289 + Penalty 3076.572514 = -1634349.665775
  nChanged 12
		SP:Iteration 22Q (63303.810000 sec): 3 clusters
  Score: Raw -1637428.643963 + Penalty 3076.572514 = -1634352.071449
  nChanged 16
		SP:Iteration 23Q (63303.990000 sec): 3 clusters
  Score: Raw -1637431.847190 + Penalty 3076.572514 = -1634355.274676
  nChanged 15
		SP:Iteration 24Q (63304.200000 sec): 3 clusters
  Score: Raw -1637435.555366 + Penalty 3076.572514 = -1634358.982852
  nChanged 14
		SP:Iteration 25Q (63304.380000 sec): 3 clusters
  Score: Raw -1637438.529787 + Penalty 3076.572514 = -1634361.957273
  nChanged 13
		SP:Iteration 26Q (63304.550000 sec): 3 clusters
  Score: Raw -1637440.934903 + Penalty 3076.572514 = -1634364.362389
  nChanged 10
		SP:Iteration 27Q (63304.750000 sec): 3 clusters
  Score: Raw -1637443.162582 + Penalty 3076.572514 = -1634366.590068
  nChanged 5
		SP:Iteration 28Q (63304.920000 sec): 3 clusters
  Score: Raw -1637443.977593 + Penalty 3076.572514 = -1634367.405079
  nChanged 6
		SP:Iteration 29Q (63305.100000 sec): 3 clusters
  Score: Raw -1637444.794771 + Penalty 3076.572514 = -1634368.222257
  nChanged 2
		SP:Iteration 30Q (63305.300000 sec): 3 clusters
  Score: Raw -1637444.943599 + Penalty 3076.572514 = -1634368.371085
  nChanged 1
		SP:Iteration 31Q (63305.470000 sec): 3 clusters
  Score: Raw -1637445.045850 + Penalty 3076.572514 = -1634368.473336
  nChanged 0
		SP:Iteration 32F (63305.660000 sec): 3 clusters
  Score: Raw -1637445.045850 + Penalty 3076.572514 = -1634368.473336
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 34 (701 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63305.730000 sec): 2 clusters
  Score: Raw -81625.520260 + Penalty 1064.782532 = -80560.737728
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63305.750000 sec): 3 clusters
  Score: Raw -81467.719155 + Penalty 2129.565063 = -79338.154091
  nChanged 190
		SP:Iteration 1F (63305.770000 sec): 3 clusters
  Score: Raw -81728.731286 + Penalty 2129.565063 = -79599.166223
  nChanged 74
		SP:Iteration 2F (63305.780000 sec): 3 clusters
  Score: Raw -81929.160490 + Penalty 2129.565063 = -79799.595426
  nChanged 45
		SP:Iteration 3F (63305.790000 sec): 3 clusters
  Score: Raw -82103.789947 + Penalty 2129.565063 = -79974.224883
  nChanged 40
		SP:Iteration 4F (63305.810000 sec): 3 clusters
  Score: Raw -82185.669953 + Penalty 2129.565063 = -80056.104890
  nChanged 18
		SP:Iteration 5Q (63305.830000 sec): 3 clusters
  Score: Raw -82232.032074 + Penalty 2129.565063 = -80102.467011
  nChanged 13
		SP:Iteration 6Q (63305.840000 sec): 3 clusters
  Score: Raw -82263.365810 + Penalty 2129.565063 = -80133.800747
  nChanged 16
		SP:Iteration 7Q (63305.850000 sec): 3 clusters
  Score: Raw -82287.583149 + Penalty 2129.565063 = -80158.018085
  nChanged 9
		SP:Iteration 8Q (63305.870000 sec): 3 clusters
  Score: Raw -82299.682466 + Penalty 2129.565063 = -80170.117403
  nChanged 4
		SP:Iteration 9Q (63305.880000 sec): 3 clusters
  Score: Raw -82307.888038 + Penalty 2129.565063 = -80178.322975
  nChanged 4
		SP:Iteration 10Q (63305.890000 sec): 3 clusters
  Score: Raw -82311.879829 + Penalty 2129.565063 = -80182.314766
  nChanged 1
		SP:Iteration 11Q (63305.910000 sec): 3 clusters
  Score: Raw -82313.381658 + Penalty 2129.565063 = -80183.816594
  nChanged 1
		SP:Iteration 12Q (63305.920000 sec): 3 clusters
  Score: Raw -82315.032574 + Penalty 2129.565063 = -80185.467511
  nChanged 0
		SP:Iteration 13F (63305.930000 sec): 3 clusters
  Score: Raw -82315.032574 + Penalty 2129.565063 = -80185.467511
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 35 (2440 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63306.000000 sec): 2 clusters
  Score: Raw -281452.350330 + Penalty 1267.459914 = -280184.890416
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63306.050000 sec): 3 clusters
  Score: Raw -280368.900975 + Penalty 2534.919828 = -277833.981147
  nChanged 927
		SP:Iteration 1F (63306.090000 sec): 3 clusters
  Score: Raw -280973.441650 + Penalty 2534.919828 = -278438.521822
  nChanged 237
		SP:Iteration 2F (63306.140000 sec): 3 clusters
  Score: Raw -281227.582899 + Penalty 2534.919828 = -278692.663070
  nChanged 169
		SP:Iteration 3F (63306.190000 sec): 3 clusters
  Score: Raw -281434.570947 + Penalty 2534.919828 = -278899.651119
  nChanged 147
		SP:Iteration 4F (63306.230000 sec): 3 clusters
  Score: Raw -281608.578545 + Penalty 2534.919828 = -279073.658717
  nChanged 122
		SP:Iteration 5Q (63306.270000 sec): 3 clusters
  Score: Raw -281742.832940 + Penalty 2534.919828 = -279207.913112
  nChanged 100
		SP:Iteration 6Q (63306.320000 sec): 3 clusters
  Score: Raw -281832.408435 + Penalty 2534.919828 = -279297.488606
  nChanged 79
		SP:Iteration 7Q (63306.360000 sec): 3 clusters
  Score: Raw -281924.497662 + Penalty 2534.919828 = -279389.577833
  nChanged 84
		SP:Iteration 8Q (63306.410000 sec): 3 clusters
  Score: Raw -282011.098367 + Penalty 2534.919828 = -279476.178539
  nChanged 78
		SP:Iteration 9Q (63306.450000 sec): 3 clusters
  Score: Raw -282095.159244 + Penalty 2534.919828 = -279560.239416
  nChanged 82
		SP:Iteration 10Q (63306.490000 sec): 3 clusters
  Score: Raw -282177.829278 + Penalty 2534.919828 = -279642.909450
  nChanged 77
		SP:Iteration 11Q (63306.540000 sec): 3 clusters
  Score: Raw -282256.220453 + Penalty 2534.919828 = -279721.300625
  nChanged 73
		SP:Iteration 12Q (63306.580000 sec): 3 clusters
  Score: Raw -282335.229540 + Penalty 2534.919828 = -279800.309712
  nChanged 59
		SP:Iteration 13Q (63306.620000 sec): 3 clusters
  Score: Raw -282390.623028 + Penalty 2534.919828 = -279855.703199
  nChanged 41
		SP:Iteration 14Q (63306.670000 sec): 3 clusters
  Score: Raw -282434.786372 + Penalty 2534.919828 = -279899.866543
  nChanged 50
		SP:Iteration 15Q (63306.710000 sec): 3 clusters
  Score: Raw -282508.044806 + Penalty 2534.919828 = -279973.124977
  nChanged 53
		SP:Iteration 16Q (63306.750000 sec): 3 clusters
  Score: Raw -282594.159363 + Penalty 2534.919828 = -280059.239534
  nChanged 48
		SP:Iteration 17Q (63306.790000 sec): 3 clusters
  Score: Raw -282655.028750 + Penalty 2534.919828 = -280120.108922
  nChanged 37
		SP:Iteration 18Q (63306.830000 sec): 3 clusters
  Score: Raw -282698.555918 + Penalty 2534.919828 = -280163.636089
  nChanged 19
		SP:Iteration 19Q (63306.880000 sec): 3 clusters
  Score: Raw -282717.204439 + Penalty 2534.919828 = -280182.284611
  nChanged 12
		SP:Iteration 20F (63306.920000 sec): 3 clusters
  Score: Raw -282726.631671 + Penalty 2534.919828 = -280191.711843
  nChanged 8
		SP:Iteration 21Q (63306.960000 sec): 3 clusters
  Score: Raw -282732.500522 + Penalty 2534.919828 = -280197.580693
  nChanged 8
		SP:Iteration 22Q (63307.010000 sec): 3 clusters
  Score: Raw -282735.527901 + Penalty 2534.919828 = -280200.608072
  nChanged 1
		SP:Iteration 23Q (63307.050000 sec): 3 clusters
  Score: Raw -282735.876956 + Penalty 2534.919828 = -280200.957127
  nChanged 0
		SP:Iteration 24F (63307.090000 sec): 3 clusters
  Score: Raw -282735.876956 + Penalty 2534.919828 = -280200.957127
  nChanged 0
  Score: Raw -119141025.837412 + Penalty 265543.287490 = -118875482.549922

Splitting cluster 35 changes total score from -118876429.122902 to -118875482.549922

 So it's not getting split.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 36 (32081 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63665.390000 sec): 2 clusters
  Score: Raw -3989199.670204 + Penalty 1686.103125 = -3987513.567079
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63665.710000 sec): 3 clusters
  Score: Raw -3969295.515634 + Penalty 3372.206251 = -3965923.309384
  nChanged 14982
		SP:Iteration 1F (63666.030000 sec): 3 clusters
  Score: Raw -3977985.898145 + Penalty 3372.206251 = -3974613.691894
  nChanged 1714
		SP:Iteration 2F (63666.350000 sec): 3 clusters
  Score: Raw -3978723.515995 + Penalty 3372.206251 = -3975351.309744
  nChanged 1830
		SP:Iteration 3F (63666.700000 sec): 3 clusters
  Score: Raw -3979637.412742 + Penalty 3372.206251 = -3976265.206491
  nChanged 1987
		SP:Iteration 4F (63667.060000 sec): 3 clusters
  Score: Raw -3980697.719717 + Penalty 3372.206251 = -3977325.513467
  nChanged 2007
		SP:Iteration 5F (63667.400000 sec): 3 clusters
  Score: Raw -3981768.426359 + Penalty 3372.206251 = -3978396.220108
  nChanged 1891
		SP:Iteration 6F (63667.720000 sec): 3 clusters
  Score: Raw -3982748.717519 + Penalty 3372.206251 = -3979376.511268
  nChanged 1634
		SP:Iteration 7F (63668.040000 sec): 3 clusters
  Score: Raw -3983561.655935 + Penalty 3372.206251 = -3980189.449684
  nChanged 1365
		SP:Iteration 8Q (63668.350000 sec): 3 clusters
  Score: Raw -3984252.034387 + Penalty 3372.206251 = -3980879.828136
  nChanged 1239
		SP:Iteration 9Q (63668.690000 sec): 3 clusters
  Score: Raw -3984943.078809 + Penalty 3372.206251 = -3981570.872559
  nChanged 1178
		SP:Iteration 10Q (63669.050000 sec): 3 clusters
  Score: Raw -3985673.760492 + Penalty 3372.206251 = -3982301.554241
  nChanged 1133
		SP:Iteration 11Q (63669.390000 sec): 3 clusters
  Score: Raw -3986451.325196 + Penalty 3372.206251 = -3983079.118945
  nChanged 955
		SP:Iteration 12Q (63669.710000 sec): 3 clusters
  Score: Raw -3987182.655297 + Penalty 3372.206251 = -3983810.449046
  nChanged 821
		SP:Iteration 13Q (63670.020000 sec): 3 clusters
  Score: Raw -3987893.866671 + Penalty 3372.206251 = -3984521.660420
  nChanged 623
		SP:Iteration 14Q (63670.320000 sec): 3 clusters
  Score: Raw -3988438.683326 + Penalty 3372.206251 = -3985066.477075
  nChanged 426
		SP:Iteration 15Q (63670.640000 sec): 3 clusters
  Score: Raw -3988814.951074 + Penalty 3372.206251 = -3985442.744823
  nChanged 257
		SP:Iteration 16Q (63670.930000 sec): 3 clusters
  Score: Raw -3989026.579555 + Penalty 3372.206251 = -3985654.373304
  nChanged 158
		SP:Iteration 17Q (63671.220000 sec): 3 clusters
  Score: Raw -3989142.283910 + Penalty 3372.206251 = -3985770.077659
  nChanged 124
		SP:Iteration 18Q (63671.530000 sec): 3 clusters
  Score: Raw -3989237.416905 + Penalty 3372.206251 = -3985865.210654
  nChanged 91
		SP:Iteration 19Q (63671.840000 sec): 3 clusters
  Score: Raw -3989299.131685 + Penalty 3372.206251 = -3985926.925434
  nChanged 56
		SP:Iteration 20F (63672.170000 sec): 3 clusters
  Score: Raw -3989336.465181 + Penalty 3372.206251 = -3985964.258930
  nChanged 47
		SP:Iteration 21Q (63672.480000 sec): 3 clusters
  Score: Raw -3989361.619754 + Penalty 3372.206251 = -3985989.413503
  nChanged 30
		SP:Iteration 22Q (63672.790000 sec): 3 clusters
  Score: Raw -3989375.986056 + Penalty 3372.206251 = -3986003.779805
  nChanged 15
		SP:Iteration 23Q (63673.100000 sec): 3 clusters
  Score: Raw -3989385.575376 + Penalty 3372.206251 = -3986013.369125
  nChanged 18
		SP:Iteration 24Q (63673.400000 sec): 3 clusters
  Score: Raw -3989391.730214 + Penalty 3372.206251 = -3986019.523963
  nChanged 9
		SP:Iteration 25Q (63673.710000 sec): 3 clusters
  Score: Raw -3989395.321408 + Penalty 3372.206251 = -3986023.115157
  nChanged 8
		SP:Iteration 26Q (63674.020000 sec): 3 clusters
  Score: Raw -3989397.611401 + Penalty 3372.206251 = -3986025.405150
  nChanged 5
		SP:Iteration 27Q (63674.330000 sec): 3 clusters
  Score: Raw -3989400.401945 + Penalty 3372.206251 = -3986028.195694
  nChanged 6
		SP:Iteration 28Q (63674.630000 sec): 3 clusters
  Score: Raw -3989405.322486 + Penalty 3372.206251 = -3986033.116235
  nChanged 10
		SP:Iteration 29Q (63674.940000 sec): 3 clusters
  Score: Raw -3989411.796367 + Penalty 3372.206251 = -3986039.590116
  nChanged 11
		SP:Iteration 30Q (63675.250000 sec): 3 clusters
  Score: Raw -3989418.309622 + Penalty 3372.206251 = -3986046.103371
  nChanged 9
		SP:Iteration 31Q (63675.550000 sec): 3 clusters
  Score: Raw -3989423.109606 + Penalty 3372.206251 = -3986050.903355
  nChanged 11
		SP:Iteration 32Q (63675.850000 sec): 3 clusters
  Score: Raw -3989430.068834 + Penalty 3372.206251 = -3986057.862583
  nChanged 13
		SP:Iteration 33Q (63676.190000 sec): 3 clusters
  Score: Raw -3989436.531033 + Penalty 3372.206251 = -3986064.324782
  nChanged 9
		SP:Iteration 34Q (63676.490000 sec): 3 clusters
  Score: Raw -3989441.176788 + Penalty 3372.206251 = -3986068.970537
  nChanged 5
		SP:Iteration 35Q (63676.800000 sec): 3 clusters
  Score: Raw -3989444.152006 + Penalty 3372.206251 = -3986071.945755
  nChanged 6
		SP:Iteration 36Q (63677.110000 sec): 3 clusters
  Score: Raw -3989446.973048 + Penalty 3372.206251 = -3986074.766798
  nChanged 5
		SP:Iteration 37Q (63677.410000 sec): 3 clusters
  Score: Raw -3989449.603515 + Penalty 3372.206251 = -3986077.397264
  nChanged 4
		SP:Iteration 38Q (63677.720000 sec): 3 clusters
  Score: Raw -3989451.902188 + Penalty 3372.206251 = -3986079.695937
  nChanged 3
		SP:Iteration 39Q (63678.060000 sec): 3 clusters
  Score: Raw -3989453.893270 + Penalty 3372.206251 = -3986081.687019
  nChanged 2
		SP:Iteration 40F (63678.400000 sec): 3 clusters
  Score: Raw -3989455.080944 + Penalty 3372.206251 = -3986082.874693
  nChanged 4
		SP:Iteration 41Q (63678.680000 sec): 3 clusters
  Score: Raw -3989456.552680 + Penalty 3372.206251 = -3986084.346429
  nChanged 3
		SP:Iteration 42Q (63678.980000 sec): 3 clusters
  Score: Raw -3989457.703455 + Penalty 3372.206251 = -3986085.497204
  nChanged 1
		SP:Iteration 43Q (63679.290000 sec): 3 clusters
  Score: Raw -3989458.211339 + Penalty 3372.206251 = -3986086.005088
  nChanged 1
		SP:Iteration 44Q (63679.590000 sec): 3 clusters
  Score: Raw -3989458.868944 + Penalty 3372.206251 = -3986086.662693
  nChanged 1
		SP:Iteration 45Q (63679.900000 sec): 3 clusters
  Score: Raw -3989459.332821 + Penalty 3372.206251 = -3986087.126570
  nChanged 2
		SP:Iteration 46Q (63680.210000 sec): 3 clusters
  Score: Raw -3989460.110321 + Penalty 3372.206251 = -3986087.904071
  nChanged 2
		SP:Iteration 47Q (63680.510000 sec): 3 clusters
  Score: Raw -3989460.559051 + Penalty 3372.206251 = -3986088.352800
  nChanged 2
		SP:Iteration 48Q (63680.840000 sec): 3 clusters
  Score: Raw -3989461.223520 + Penalty 3372.206251 = -3986089.017270
  nChanged 3
		SP:Iteration 49Q (63681.150000 sec): 3 clusters
  Score: Raw -3989462.189070 + Penalty 3372.206251 = -3986089.982819
  nChanged 1
		SP:Iteration 50Q (63681.460000 sec): 3 clusters
  Score: Raw -3989462.669049 + Penalty 3372.206251 = -3986090.462798
  nChanged 1
		SP:Iteration 51Q (63681.760000 sec): 3 clusters
  Score: Raw -3989463.008363 + Penalty 3372.206251 = -3986090.802112
  nChanged 0
		SP:Iteration 52F (63682.100000 sec): 3 clusters
  Score: Raw -3989463.008363 + Penalty 3372.206251 = -3986090.802112
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 37 (4571 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63682.170000 sec): 2 clusters
  Score: Raw -514976.588753 + Penalty 1369.466683 = -513607.122070
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63682.280000 sec): 3 clusters
  Score: Raw -512645.445923 + Penalty 2738.933365 = -509906.512557
  nChanged 1844
		SP:Iteration 1F (63682.370000 sec): 3 clusters
  Score: Raw -513730.877894 + Penalty 2738.933365 = -510991.944528
  nChanged 342
		SP:Iteration 2F (63682.460000 sec): 3 clusters
  Score: Raw -513950.195797 + Penalty 2738.933365 = -511211.262432
  nChanged 283
		SP:Iteration 3F (63682.540000 sec): 3 clusters
  Score: Raw -514131.581490 + Penalty 2738.933365 = -511392.648124
  nChanged 256
		SP:Iteration 4F (63682.630000 sec): 3 clusters
  Score: Raw -514292.472475 + Penalty 2738.933365 = -511553.539110
  nChanged 217
		SP:Iteration 5Q (63682.720000 sec): 3 clusters
  Score: Raw -514441.251700 + Penalty 2738.933365 = -511702.318334
  nChanged 215
		SP:Iteration 6Q (63682.800000 sec): 3 clusters
  Score: Raw -514574.267630 + Penalty 2738.933365 = -511835.334264
  nChanged 184
		SP:Iteration 7Q (63682.890000 sec): 3 clusters
  Score: Raw -514684.619846 + Penalty 2738.933365 = -511945.686481
  nChanged 172
		SP:Iteration 8Q (63682.980000 sec): 3 clusters
  Score: Raw -514799.067638 + Penalty 2738.933365 = -512060.134272
  nChanged 138
		SP:Iteration 9Q (63683.060000 sec): 3 clusters
  Score: Raw -514889.627385 + Penalty 2738.933365 = -512150.694020
  nChanged 113
		SP:Iteration 10Q (63683.150000 sec): 3 clusters
  Score: Raw -514970.145959 + Penalty 2738.933365 = -512231.212593
  nChanged 101
		SP:Iteration 11Q (63683.230000 sec): 3 clusters
  Score: Raw -515027.690454 + Penalty 2738.933365 = -512288.757089
  nChanged 81
		SP:Iteration 12Q (63683.320000 sec): 3 clusters
  Score: Raw -515069.420554 + Penalty 2738.933365 = -512330.487189
  nChanged 60
		SP:Iteration 13Q (63683.400000 sec): 3 clusters
  Score: Raw -515099.937510 + Penalty 2738.933365 = -512361.004144
  nChanged 53
		SP:Iteration 14Q (63683.490000 sec): 3 clusters
  Score: Raw -515124.781570 + Penalty 2738.933365 = -512385.848204
  nChanged 34
		SP:Iteration 15Q (63683.570000 sec): 3 clusters
  Score: Raw -515140.323832 + Penalty 2738.933365 = -512401.390467
  nChanged 33
		SP:Iteration 16Q (63683.660000 sec): 3 clusters
  Score: Raw -515154.467257 + Penalty 2738.933365 = -512415.533892
  nChanged 21
		SP:Iteration 17Q (63683.740000 sec): 3 clusters
  Score: Raw -515160.480005 + Penalty 2738.933365 = -512421.546640
  nChanged 8
		SP:Iteration 18Q (63683.820000 sec): 3 clusters
  Score: Raw -515163.561482 + Penalty 2738.933365 = -512424.628116
  nChanged 11
		SP:Iteration 19Q (63683.910000 sec): 3 clusters
  Score: Raw -515167.271327 + Penalty 2738.933365 = -512428.337962
  nChanged 15
		SP:Iteration 20F (63684.000000 sec): 3 clusters
  Score: Raw -515174.646540 + Penalty 2738.933365 = -512435.713175
  nChanged 21
		SP:Iteration 21Q (63684.080000 sec): 3 clusters
  Score: Raw -515183.761988 + Penalty 2738.933365 = -512444.828622
  nChanged 22
		SP:Iteration 22Q (63684.160000 sec): 3 clusters
  Score: Raw -515194.199157 + Penalty 2738.933365 = -512455.265791
  nChanged 31
		SP:Iteration 23Q (63684.250000 sec): 3 clusters
  Score: Raw -515208.867611 + Penalty 2738.933365 = -512469.934245
  nChanged 25
		SP:Iteration 24Q (63684.330000 sec): 3 clusters
  Score: Raw -515218.466620 + Penalty 2738.933365 = -512479.533254
  nChanged 14
		SP:Iteration 25Q (63684.410000 sec): 3 clusters
  Score: Raw -515223.864500 + Penalty 2738.933365 = -512484.931134
  nChanged 10
		SP:Iteration 26Q (63684.500000 sec): 3 clusters
  Score: Raw -515227.306453 + Penalty 2738.933365 = -512488.373087
  nChanged 7
		SP:Iteration 27Q (63684.580000 sec): 3 clusters
  Score: Raw -515229.717344 + Penalty 2738.933365 = -512490.783978
  nChanged 6
		SP:Iteration 28Q (63684.660000 sec): 3 clusters
  Score: Raw -515231.372678 + Penalty 2738.933365 = -512492.439312
  nChanged 8
		SP:Iteration 29Q (63684.750000 sec): 3 clusters
  Score: Raw -515234.514731 + Penalty 2738.933365 = -512495.581366
  nChanged 4
		SP:Iteration 30Q (63684.830000 sec): 3 clusters
  Score: Raw -515236.584513 + Penalty 2738.933365 = -512497.651148
  nChanged 4
		SP:Iteration 31Q (63684.910000 sec): 3 clusters
  Score: Raw -515237.897727 + Penalty 2738.933365 = -512498.964362
  nChanged 5
		SP:Iteration 32Q (63685.000000 sec): 3 clusters
  Score: Raw -515238.780629 + Penalty 2738.933365 = -512499.847263
  nChanged 2
		SP:Iteration 33Q (63685.080000 sec): 3 clusters
  Score: Raw -515239.095643 + Penalty 2738.933365 = -512500.162278
  nChanged 1
		SP:Iteration 34Q (63685.160000 sec): 3 clusters
  Score: Raw -515239.925118 + Penalty 2738.933365 = -512500.991752
  nChanged 1
		SP:Iteration 35Q (63685.240000 sec): 3 clusters
  Score: Raw -515240.286725 + Penalty 2738.933365 = -512501.353359
  nChanged 0
		SP:Iteration 36F (63685.330000 sec): 3 clusters
  Score: Raw -515240.286725 + Penalty 2738.933365 = -512501.353359
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 38 (12970 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63685.480000 sec): 2 clusters
  Score: Raw -1563939.682556 + Penalty 1538.939070 = -1562400.743486
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63685.660000 sec): 3 clusters
  Score: Raw -1556426.687364 + Penalty 3077.878140 = -1553348.809224
  nChanged 5657
		SP:Iteration 1F (63685.850000 sec): 3 clusters
  Score: Raw -1559590.788432 + Penalty 3077.878140 = -1556512.910291
  nChanged 849
		SP:Iteration 2F (63686.020000 sec): 3 clusters
  Score: Raw -1560006.061773 + Penalty 3077.878140 = -1556928.183633
  nChanged 836
		SP:Iteration 3F (63686.200000 sec): 3 clusters
  Score: Raw -1560428.336738 + Penalty 3077.878140 = -1557350.458598
  nChanged 815
		SP:Iteration 4F (63686.390000 sec): 3 clusters
  Score: Raw -1560925.352551 + Penalty 3077.878140 = -1557847.474411
  nChanged 861
		SP:Iteration 5F (63686.580000 sec): 3 clusters
  Score: Raw -1561548.707440 + Penalty 3077.878140 = -1558470.829299
  nChanged 884
		SP:Iteration 6F (63686.750000 sec): 3 clusters
  Score: Raw -1562200.964777 + Penalty 3077.878140 = -1559123.086637
  nChanged 783
		SP:Iteration 7F (63686.920000 sec): 3 clusters
  Score: Raw -1562774.962065 + Penalty 3077.878140 = -1559697.083925
  nChanged 657
		SP:Iteration 8F (63687.120000 sec): 3 clusters
  Score: Raw -1563243.633389 + Penalty 3077.878140 = -1560165.755249
  nChanged 508
		SP:Iteration 9Q (63687.300000 sec): 3 clusters
  Score: Raw -1563600.986263 + Penalty 3077.878140 = -1560523.108123
  nChanged 368
		SP:Iteration 10Q (63687.510000 sec): 3 clusters
  Score: Raw -1563859.518102 + Penalty 3077.878140 = -1560781.639962
  nChanged 279
		SP:Iteration 11Q (63687.680000 sec): 3 clusters
  Score: Raw -1564073.880535 + Penalty 3077.878140 = -1560996.002395
  nChanged 221
		SP:Iteration 12Q (63687.850000 sec): 3 clusters
  Score: Raw -1564243.707450 + Penalty 3077.878140 = -1561165.829310
  nChanged 174
		SP:Iteration 13Q (63688.010000 sec): 3 clusters
  Score: Raw -1564393.011238 + Penalty 3077.878140 = -1561315.133098
  nChanged 134
		SP:Iteration 14Q (63688.200000 sec): 3 clusters
  Score: Raw -1564500.096124 + Penalty 3077.878140 = -1561422.217984
  nChanged 96
		SP:Iteration 15Q (63688.360000 sec): 3 clusters
  Score: Raw -1564553.651582 + Penalty 3077.878140 = -1561475.773442
  nChanged 86
		SP:Iteration 16Q (63688.540000 sec): 3 clusters
  Score: Raw -1564598.959476 + Penalty 3077.878140 = -1561521.081335
  nChanged 47
		SP:Iteration 17Q (63688.720000 sec): 3 clusters
  Score: Raw -1564621.526399 + Penalty 3077.878140 = -1561543.648259
  nChanged 30
		SP:Iteration 18Q (63688.880000 sec): 3 clusters
  Score: Raw -1564638.386312 + Penalty 3077.878140 = -1561560.508172
  nChanged 27
		SP:Iteration 19Q (63689.070000 sec): 3 clusters
  Score: Raw -1564653.848460 + Penalty 3077.878140 = -1561575.970320
  nChanged 21
		SP:Iteration 20F (63689.240000 sec): 3 clusters
  Score: Raw -1564663.928793 + Penalty 3077.878140 = -1561586.050653
  nChanged 25
		SP:Iteration 21Q (63689.400000 sec): 3 clusters
  Score: Raw -1564672.871061 + Penalty 3077.878140 = -1561594.992921
  nChanged 22
		SP:Iteration 22Q (63689.600000 sec): 3 clusters
  Score: Raw -1564680.792829 + Penalty 3077.878140 = -1561602.914689
  nChanged 22
		SP:Iteration 23Q (63689.760000 sec): 3 clusters
  Score: Raw -1564688.425044 + Penalty 3077.878140 = -1561610.546904
  nChanged 19
		SP:Iteration 24Q (63689.950000 sec): 3 clusters
  Score: Raw -1564697.500509 + Penalty 3077.878140 = -1561619.622369
  nChanged 15
		SP:Iteration 25Q (63690.120000 sec): 3 clusters
  Score: Raw -1564704.244065 + Penalty 3077.878140 = -1561626.365925
  nChanged 13
		SP:Iteration 26Q (63690.280000 sec): 3 clusters
  Score: Raw -1564710.645327 + Penalty 3077.878140 = -1561632.767187
  nChanged 14
		SP:Iteration 27Q (63690.460000 sec): 3 clusters
  Score: Raw -1564715.017127 + Penalty 3077.878140 = -1561637.138987
  nChanged 12
		SP:Iteration 28Q (63690.620000 sec): 3 clusters
  Score: Raw -1564718.747097 + Penalty 3077.878140 = -1561640.868957
  nChanged 10
		SP:Iteration 29Q (63690.800000 sec): 3 clusters
  Score: Raw -1564721.311009 + Penalty 3077.878140 = -1561643.432869
  nChanged 8
		SP:Iteration 30Q (63690.960000 sec): 3 clusters
  Score: Raw -1564723.757230 + Penalty 3077.878140 = -1561645.879090
  nChanged 3
		SP:Iteration 31Q (63691.120000 sec): 3 clusters
  Score: Raw -1564724.736242 + Penalty 3077.878140 = -1561646.858101
  nChanged 3
		SP:Iteration 32Q (63691.320000 sec): 3 clusters
  Score: Raw -1564725.937033 + Penalty 3077.878140 = -1561648.058893
  nChanged 4
		SP:Iteration 33Q (63691.490000 sec): 3 clusters
  Score: Raw -1564727.517913 + Penalty 3077.878140 = -1561649.639772
  nChanged 6
		SP:Iteration 34Q (63691.680000 sec): 3 clusters
  Score: Raw -1564729.096477 + Penalty 3077.878140 = -1561651.218337
  nChanged 3
		SP:Iteration 35Q (63691.830000 sec): 3 clusters
  Score: Raw -1564730.236103 + Penalty 3077.878140 = -1561652.357963
  nChanged 4
		SP:Iteration 36Q (63691.990000 sec): 3 clusters
  Score: Raw -1564731.244779 + Penalty 3077.878140 = -1561653.366638
  nChanged 1
		SP:Iteration 37Q (63692.200000 sec): 3 clusters
  Score: Raw -1564731.615559 + Penalty 3077.878140 = -1561653.737419
  nChanged 0
		SP:Iteration 38F (63692.380000 sec): 3 clusters
  Score: Raw -1564731.615559 + Penalty 3077.878140 = -1561653.737419
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 39 (1562 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63692.460000 sec): 2 clusters
  Score: Raw -179216.192286 + Penalty 1194.979879 = -178021.212407
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63692.490000 sec): 3 clusters
  Score: Raw -178608.446233 + Penalty 2389.959757 = -176218.486476
  nChanged 557
		SP:Iteration 1F (63692.520000 sec): 3 clusters
  Score: Raw -179115.248705 + Penalty 2389.959757 = -176725.288948
  nChanged 164
		SP:Iteration 2F (63692.550000 sec): 3 clusters
  Score: Raw -179380.637419 + Penalty 2389.959757 = -176990.677662
  nChanged 138
		SP:Iteration 3F (63692.580000 sec): 3 clusters
  Score: Raw -179586.819958 + Penalty 2389.959757 = -177196.860201
  nChanged 106
		SP:Iteration 4F (63692.610000 sec): 3 clusters
  Score: Raw -179760.862584 + Penalty 2389.959757 = -177370.902826
  nChanged 86
		SP:Iteration 5F (63692.640000 sec): 3 clusters
  Score: Raw -179915.081826 + Penalty 2389.959757 = -177525.122068
  nChanged 62
		SP:Iteration 6Q (63692.670000 sec): 3 clusters
  Score: Raw -180003.649986 + Penalty 2389.959757 = -177613.690228
  nChanged 55
		SP:Iteration 7Q (63692.690000 sec): 3 clusters
  Score: Raw -180069.334487 + Penalty 2389.959757 = -177679.374730
  nChanged 34
		SP:Iteration 8Q (63692.720000 sec): 3 clusters
  Score: Raw -180104.586903 + Penalty 2389.959757 = -177714.627146
  nChanged 20
		SP:Iteration 9Q (63692.750000 sec): 3 clusters
  Score: Raw -180129.402082 + Penalty 2389.959757 = -177739.442324
  nChanged 9
		SP:Iteration 10Q (63692.780000 sec): 3 clusters
  Score: Raw -180134.233598 + Penalty 2389.959757 = -177744.273840
  nChanged 5
		SP:Iteration 11Q (63692.810000 sec): 3 clusters
  Score: Raw -180139.099351 + Penalty 2389.959757 = -177749.139593
  nChanged 4
		SP:Iteration 12Q (63692.830000 sec): 3 clusters
  Score: Raw -180140.985557 + Penalty 2389.959757 = -177751.025799
  nChanged 2
		SP:Iteration 13Q (63692.860000 sec): 3 clusters
  Score: Raw -180141.767003 + Penalty 2389.959757 = -177751.807245
  nChanged 0
		SP:Iteration 14F (63692.890000 sec): 3 clusters
  Score: Raw -180141.767003 + Penalty 2389.959757 = -177751.807245
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 40 (3084 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63692.960000 sec): 2 clusters
  Score: Raw -331575.197423 + Penalty 1305.522194 = -330269.675229
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63693.020000 sec): 3 clusters
  Score: Raw -330101.401911 + Penalty 2611.044389 = -327490.357522
  nChanged 1213
		SP:Iteration 1F (63693.080000 sec): 3 clusters
  Score: Raw -331046.569917 + Penalty 2611.044389 = -328435.525528
  nChanged 347
		SP:Iteration 2F (63693.130000 sec): 3 clusters
  Score: Raw -331332.194407 + Penalty 2611.044389 = -328721.150018
  nChanged 214
		SP:Iteration 3F (63693.190000 sec): 3 clusters
  Score: Raw -331484.556826 + Penalty 2611.044389 = -328873.512437
  nChanged 151
		SP:Iteration 4Q (63693.250000 sec): 3 clusters
  Score: Raw -331594.604001 + Penalty 2611.044389 = -328983.559612
  nChanged 124
		SP:Iteration 5Q (63693.300000 sec): 3 clusters
  Score: Raw -331671.309971 + Penalty 2611.044389 = -329060.265582
  nChanged 87
		SP:Iteration 6Q (63693.360000 sec): 3 clusters
  Score: Raw -331723.277163 + Penalty 2611.044389 = -329112.232774
  nChanged 74
		SP:Iteration 7Q (63693.410000 sec): 3 clusters
  Score: Raw -331772.555467 + Penalty 2611.044389 = -329161.511078
  nChanged 66
		SP:Iteration 8Q (63693.470000 sec): 3 clusters
  Score: Raw -331813.971117 + Penalty 2611.044389 = -329202.926728
  nChanged 65
		SP:Iteration 9Q (63693.530000 sec): 3 clusters
  Score: Raw -331857.620069 + Penalty 2611.044389 = -329246.575681
  nChanged 74
		SP:Iteration 10Q (63693.580000 sec): 3 clusters
  Score: Raw -331908.009433 + Penalty 2611.044389 = -329296.965045
  nChanged 64
		SP:Iteration 11Q (63693.640000 sec): 3 clusters
  Score: Raw -331946.489463 + Penalty 2611.044389 = -329335.445075
  nChanged 58
		SP:Iteration 12Q (63693.690000 sec): 3 clusters
  Score: Raw -331978.446487 + Penalty 2611.044389 = -329367.402098
  nChanged 35
		SP:Iteration 13Q (63693.750000 sec): 3 clusters
  Score: Raw -332003.284042 + Penalty 2611.044389 = -329392.239653
  nChanged 48
		SP:Iteration 14Q (63693.810000 sec): 3 clusters
  Score: Raw -332036.204253 + Penalty 2611.044389 = -329425.159864
  nChanged 57
		SP:Iteration 15Q (63693.860000 sec): 3 clusters
  Score: Raw -332083.742539 + Penalty 2611.044389 = -329472.698150
  nChanged 50
		SP:Iteration 16Q (63693.910000 sec): 3 clusters
  Score: Raw -332108.953440 + Penalty 2611.044389 = -329497.909052
  nChanged 38
		SP:Iteration 17Q (63693.970000 sec): 3 clusters
  Score: Raw -332125.534642 + Penalty 2611.044389 = -329514.490253
  nChanged 26
		SP:Iteration 18Q (63694.030000 sec): 3 clusters
  Score: Raw -332138.397839 + Penalty 2611.044389 = -329527.353450
  nChanged 26
		SP:Iteration 19Q (63694.080000 sec): 3 clusters
  Score: Raw -332152.462209 + Penalty 2611.044389 = -329541.417820
  nChanged 24
		SP:Iteration 20F (63694.140000 sec): 3 clusters
  Score: Raw -332163.954240 + Penalty 2611.044389 = -329552.909851
  nChanged 21
		SP:Iteration 21Q (63694.190000 sec): 3 clusters
  Score: Raw -332174.536620 + Penalty 2611.044389 = -329563.492232
  nChanged 22
		SP:Iteration 22Q (63694.250000 sec): 3 clusters
  Score: Raw -332184.982260 + Penalty 2611.044389 = -329573.937872
  nChanged 19
		SP:Iteration 23Q (63694.300000 sec): 3 clusters
  Score: Raw -332193.525954 + Penalty 2611.044389 = -329582.481565
  nChanged 15
		SP:Iteration 24Q (63694.360000 sec): 3 clusters
  Score: Raw -332198.347098 + Penalty 2611.044389 = -329587.302710
  nChanged 14
		SP:Iteration 25Q (63694.410000 sec): 3 clusters
  Score: Raw -332203.698086 + Penalty 2611.044389 = -329592.653698
  nChanged 16
		SP:Iteration 26Q (63694.470000 sec): 3 clusters
  Score: Raw -332210.724244 + Penalty 2611.044389 = -329599.679856
  nChanged 12
		SP:Iteration 27Q (63694.520000 sec): 3 clusters
  Score: Raw -332214.857501 + Penalty 2611.044389 = -329603.813112
  nChanged 15
		SP:Iteration 28Q (63694.580000 sec): 3 clusters
  Score: Raw -332220.890557 + Penalty 2611.044389 = -329609.846169
  nChanged 7
		SP:Iteration 29Q (63694.630000 sec): 3 clusters
  Score: Raw -332223.115496 + Penalty 2611.044389 = -329612.071107
  nChanged 3
		SP:Iteration 30Q (63694.690000 sec): 3 clusters
  Score: Raw -332224.541347 + Penalty 2611.044389 = -329613.496958
  nChanged 4
		SP:Iteration 31Q (63694.740000 sec): 3 clusters
  Score: Raw -332226.105247 + Penalty 2611.044389 = -329615.060858
  nChanged 4
		SP:Iteration 32Q (63694.800000 sec): 3 clusters
  Score: Raw -332227.837268 + Penalty 2611.044389 = -329616.792880
  nChanged 5
		SP:Iteration 33Q (63694.850000 sec): 3 clusters
  Score: Raw -332229.398751 + Penalty 2611.044389 = -329618.354363
  nChanged 5
		SP:Iteration 34Q (63694.910000 sec): 3 clusters
  Score: Raw -332231.513298 + Penalty 2611.044389 = -329620.468909
  nChanged 4
		SP:Iteration 35Q (63694.960000 sec): 3 clusters
  Score: Raw -332232.551698 + Penalty 2611.044389 = -329621.507310
  nChanged 3
		SP:Iteration 36Q (63695.020000 sec): 3 clusters
  Score: Raw -332233.754716 + Penalty 2611.044389 = -329622.710328
  nChanged 3
		SP:Iteration 37Q (63695.070000 sec): 3 clusters
  Score: Raw -332235.045790 + Penalty 2611.044389 = -329624.001401
  nChanged 1
		SP:Iteration 38Q (63695.130000 sec): 3 clusters
  Score: Raw -332235.198324 + Penalty 2611.044389 = -329624.153936
  nChanged 1
		SP:Iteration 39Q (63695.180000 sec): 3 clusters
  Score: Raw -332235.690896 + Penalty 2611.044389 = -329624.646507
  nChanged 0
		SP:Iteration 40F (63695.240000 sec): 3 clusters
  Score: Raw -332235.690896 + Penalty 2611.044389 = -329624.646507
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 41 (10174 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63695.390000 sec): 2 clusters
  Score: Raw -1186718.072589 + Penalty 1499.483493 = -1185218.589096
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63695.570000 sec): 3 clusters
  Score: Raw -1180932.518481 + Penalty 2998.966986 = -1177933.551495
  nChanged 4386
		SP:Iteration 1F (63695.710000 sec): 3 clusters
  Score: Raw -1183471.686031 + Penalty 2998.966986 = -1180472.719045
  nChanged 757
		SP:Iteration 2F (63695.890000 sec): 3 clusters
  Score: Raw -1183961.281517 + Penalty 2998.966986 = -1180962.314531
  nChanged 738
		SP:Iteration 3F (63696.040000 sec): 3 clusters
  Score: Raw -1184445.383354 + Penalty 2998.966986 = -1181446.416368
  nChanged 660
		SP:Iteration 4F (63696.200000 sec): 3 clusters
  Score: Raw -1184836.136068 + Penalty 2998.966986 = -1181837.169082
  nChanged 576
		SP:Iteration 5F (63696.380000 sec): 3 clusters
  Score: Raw -1185155.832259 + Penalty 2998.966986 = -1182156.865273
  nChanged 460
		SP:Iteration 6Q (63696.530000 sec): 3 clusters
  Score: Raw -1185397.151609 + Penalty 2998.966986 = -1182398.184623
  nChanged 369
		SP:Iteration 7Q (63696.700000 sec): 3 clusters
  Score: Raw -1185579.300894 + Penalty 2998.966986 = -1182580.333908
  nChanged 289
		SP:Iteration 8Q (63696.860000 sec): 3 clusters
  Score: Raw -1185714.310396 + Penalty 2998.966986 = -1182715.343410
  nChanged 251
		SP:Iteration 9Q (63697.010000 sec): 3 clusters
  Score: Raw -1185860.752142 + Penalty 2998.966986 = -1182861.785157
  nChanged 226
		SP:Iteration 10Q (63697.190000 sec): 3 clusters
  Score: Raw -1185998.177390 + Penalty 2998.966986 = -1182999.210404
  nChanged 227
		SP:Iteration 11Q (63697.340000 sec): 3 clusters
  Score: Raw -1186129.066135 + Penalty 2998.966986 = -1183130.099150
  nChanged 215
		SP:Iteration 12Q (63697.500000 sec): 3 clusters
  Score: Raw -1186245.103293 + Penalty 2998.966986 = -1183246.136308
  nChanged 169
		SP:Iteration 13Q (63697.680000 sec): 3 clusters
  Score: Raw -1186323.888503 + Penalty 2998.966986 = -1183324.921517
  nChanged 137
		SP:Iteration 14Q (63697.820000 sec): 3 clusters
  Score: Raw -1186396.398987 + Penalty 2998.966986 = -1183397.432001
  nChanged 127
		SP:Iteration 15Q (63697.980000 sec): 3 clusters
  Score: Raw -1186444.636329 + Penalty 2998.966986 = -1183445.669343
  nChanged 89
		SP:Iteration 16Q (63698.140000 sec): 3 clusters
  Score: Raw -1186474.451239 + Penalty 2998.966986 = -1183475.484253
  nChanged 59
		SP:Iteration 17Q (63698.280000 sec): 3 clusters
  Score: Raw -1186494.956331 + Penalty 2998.966986 = -1183495.989345
  nChanged 52
		SP:Iteration 18Q (63698.430000 sec): 3 clusters
  Score: Raw -1186514.745339 + Penalty 2998.966986 = -1183515.778353
  nChanged 63
		SP:Iteration 19Q (63698.610000 sec): 3 clusters
  Score: Raw -1186536.946080 + Penalty 2998.966986 = -1183537.979094
  nChanged 58
		SP:Iteration 20F (63698.760000 sec): 3 clusters
  Score: Raw -1186558.813582 + Penalty 2998.966986 = -1183559.846597
  nChanged 54
		SP:Iteration 21Q (63698.920000 sec): 3 clusters
  Score: Raw -1186577.373274 + Penalty 2998.966986 = -1183578.406288
  nChanged 62
		SP:Iteration 22Q (63699.070000 sec): 3 clusters
  Score: Raw -1186596.393313 + Penalty 2998.966986 = -1183597.426327
  nChanged 56
		SP:Iteration 23Q (63699.200000 sec): 3 clusters
  Score: Raw -1186614.087131 + Penalty 2998.966986 = -1183615.120146
  nChanged 41
		SP:Iteration 24Q (63699.360000 sec): 3 clusters
  Score: Raw -1186626.571472 + Penalty 2998.966986 = -1183627.604486
  nChanged 43
		SP:Iteration 25Q (63699.530000 sec): 3 clusters
  Score: Raw -1186639.739499 + Penalty 2998.966986 = -1183640.772514
  nChanged 46
		SP:Iteration 26Q (63699.680000 sec): 3 clusters
  Score: Raw -1186651.726181 + Penalty 2998.966986 = -1183652.759196
  nChanged 40
		SP:Iteration 27Q (63699.830000 sec): 3 clusters
  Score: Raw -1186664.968373 + Penalty 2998.966986 = -1183666.001387
  nChanged 34
		SP:Iteration 28Q (63700.010000 sec): 3 clusters
  Score: Raw -1186676.092218 + Penalty 2998.966986 = -1183677.125233
  nChanged 34
		SP:Iteration 29Q (63700.150000 sec): 3 clusters
  Score: Raw -1186687.237100 + Penalty 2998.966986 = -1183688.270114
  nChanged 38
		SP:Iteration 30Q (63700.300000 sec): 3 clusters
  Score: Raw -1186701.090629 + Penalty 2998.966986 = -1183702.123643
  nChanged 46
		SP:Iteration 31Q (63700.470000 sec): 3 clusters
  Score: Raw -1186717.493264 + Penalty 2998.966986 = -1183718.526278
  nChanged 40
		SP:Iteration 32Q (63700.610000 sec): 3 clusters
  Score: Raw -1186730.738050 + Penalty 2998.966986 = -1183731.771064
  nChanged 37
		SP:Iteration 33Q (63700.770000 sec): 3 clusters
  Score: Raw -1186743.310191 + Penalty 2998.966986 = -1183744.343206
  nChanged 40
		SP:Iteration 34Q (63700.940000 sec): 3 clusters
  Score: Raw -1186760.102267 + Penalty 2998.966986 = -1183761.135282
  nChanged 34
		SP:Iteration 35Q (63701.080000 sec): 3 clusters
  Score: Raw -1186772.175810 + Penalty 2998.966986 = -1183773.208824
  nChanged 33
		SP:Iteration 36Q (63701.240000 sec): 3 clusters
  Score: Raw -1186783.357798 + Penalty 2998.966986 = -1183784.390812
  nChanged 34
		SP:Iteration 37Q (63701.410000 sec): 3 clusters
  Score: Raw -1186796.237858 + Penalty 2998.966986 = -1183797.270872
  nChanged 37
		SP:Iteration 38Q (63701.550000 sec): 3 clusters
  Score: Raw -1186817.516288 + Penalty 2998.966986 = -1183818.549302
  nChanged 44
		SP:Iteration 39Q (63701.700000 sec): 3 clusters
  Score: Raw -1186841.945072 + Penalty 2998.966986 = -1183842.978087
  nChanged 53
		SP:Iteration 40F (63701.870000 sec): 3 clusters
  Score: Raw -1186878.503534 + Penalty 2998.966986 = -1183879.536548
  nChanged 61
		SP:Iteration 41Q (63702.010000 sec): 3 clusters
  Score: Raw -1186910.580689 + Penalty 2998.966986 = -1183911.613703
  nChanged 61
		SP:Iteration 42Q (63702.160000 sec): 3 clusters
  Score: Raw -1186943.864793 + Penalty 2998.966986 = -1183944.897807
  nChanged 53
		SP:Iteration 43Q (63702.340000 sec): 3 clusters
  Score: Raw -1186967.222476 + Penalty 2998.966986 = -1183968.255490
  nChanged 50
		SP:Iteration 44Q (63702.480000 sec): 3 clusters
  Score: Raw -1186989.483300 + Penalty 2998.966986 = -1183990.516314
  nChanged 37
		SP:Iteration 45Q (63702.630000 sec): 3 clusters
  Score: Raw -1187003.286864 + Penalty 2998.966986 = -1184004.319878
  nChanged 29
		SP:Iteration 46Q (63702.800000 sec): 3 clusters
  Score: Raw -1187013.917473 + Penalty 2998.966986 = -1184014.950488
  nChanged 29
		SP:Iteration 47Q (63702.950000 sec): 3 clusters
  Score: Raw -1187023.423752 + Penalty 2998.966986 = -1184024.456766
  nChanged 27
		SP:Iteration 48Q (63703.090000 sec): 3 clusters
  Score: Raw -1187033.292340 + Penalty 2998.966986 = -1184034.325354
  nChanged 20
		SP:Iteration 49Q (63703.260000 sec): 3 clusters
  Score: Raw -1187038.821044 + Penalty 2998.966986 = -1184039.854058
  nChanged 10
		SP:Iteration 50Q (63703.410000 sec): 3 clusters
  Score: Raw -1187041.500948 + Penalty 2998.966986 = -1184042.533962
  nChanged 13
		SP:Iteration 51Q (63703.550000 sec): 3 clusters
  Score: Raw -1187045.723767 + Penalty 2998.966986 = -1184046.756781
  nChanged 7
		SP:Iteration 52Q (63703.710000 sec): 3 clusters
  Score: Raw -1187047.071154 + Penalty 2998.966986 = -1184048.104168
  nChanged 8
		SP:Iteration 53Q (63703.880000 sec): 3 clusters
  Score: Raw -1187048.724139 + Penalty 2998.966986 = -1184049.757154
  nChanged 9
		SP:Iteration 54Q (63704.020000 sec): 3 clusters
  Score: Raw -1187049.888231 + Penalty 2998.966986 = -1184050.921245
  nChanged 4
		SP:Iteration 55Q (63704.170000 sec): 3 clusters
  Score: Raw -1187050.530850 + Penalty 2998.966986 = -1184051.563864
  nChanged 1
		SP:Iteration 56Q (63704.340000 sec): 3 clusters
  Score: Raw -1187050.667588 + Penalty 2998.966986 = -1184051.700603
  nChanged 0
		SP:Iteration 57F (63704.500000 sec): 3 clusters
  Score: Raw -1187050.667588 + Penalty 2998.966986 = -1184051.700603
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 42 (3791 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63704.580000 sec): 2 clusters
  Score: Raw -419766.916508 + Penalty 1339.062581 = -418427.853927
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63704.650000 sec): 3 clusters
  Score: Raw -417864.783950 + Penalty 2678.125163 = -415186.658787
  nChanged 1518
		SP:Iteration 1F (63704.730000 sec): 3 clusters
  Score: Raw -418729.205809 + Penalty 2678.125163 = -416051.080646
  nChanged 270
		SP:Iteration 2F (63704.790000 sec): 3 clusters
  Score: Raw -418897.247037 + Penalty 2678.125163 = -416219.121875
  nChanged 226
		SP:Iteration 3F (63704.860000 sec): 3 clusters
  Score: Raw -419062.716569 + Penalty 2678.125163 = -416384.591407
  nChanged 204
		SP:Iteration 4F (63704.930000 sec): 3 clusters
  Score: Raw -419256.205129 + Penalty 2678.125163 = -416578.079966
  nChanged 209
		SP:Iteration 5F (63705.000000 sec): 3 clusters
  Score: Raw -419436.590294 + Penalty 2678.125163 = -416758.465131
  nChanged 198
		SP:Iteration 6F (63705.070000 sec): 3 clusters
  Score: Raw -419580.361243 + Penalty 2678.125163 = -416902.236081
  nChanged 133
		SP:Iteration 7Q (63705.130000 sec): 3 clusters
  Score: Raw -419674.496340 + Penalty 2678.125163 = -416996.371178
  nChanged 129
		SP:Iteration 8Q (63705.200000 sec): 3 clusters
  Score: Raw -419769.084019 + Penalty 2678.125163 = -417090.958857
  nChanged 123
		SP:Iteration 9Q (63705.270000 sec): 3 clusters
  Score: Raw -419846.119717 + Penalty 2678.125163 = -417167.994555
  nChanged 95
		SP:Iteration 10Q (63705.340000 sec): 3 clusters
  Score: Raw -419891.669549 + Penalty 2678.125163 = -417213.544386
  nChanged 83
		SP:Iteration 11Q (63705.410000 sec): 3 clusters
  Score: Raw -419941.480553 + Penalty 2678.125163 = -417263.355390
  nChanged 81
		SP:Iteration 12Q (63705.470000 sec): 3 clusters
  Score: Raw -419991.600960 + Penalty 2678.125163 = -417313.475797
  nChanged 86
		SP:Iteration 13Q (63705.540000 sec): 3 clusters
  Score: Raw -420046.294139 + Penalty 2678.125163 = -417368.168976
  nChanged 66
		SP:Iteration 14Q (63705.610000 sec): 3 clusters
  Score: Raw -420077.748315 + Penalty 2678.125163 = -417399.623153
  nChanged 52
		SP:Iteration 15Q (63705.680000 sec): 3 clusters
  Score: Raw -420103.334301 + Penalty 2678.125163 = -417425.209138
  nChanged 39
		SP:Iteration 16Q (63705.740000 sec): 3 clusters
  Score: Raw -420118.386297 + Penalty 2678.125163 = -417440.261135
  nChanged 30
		SP:Iteration 17Q (63705.810000 sec): 3 clusters
  Score: Raw -420131.728762 + Penalty 2678.125163 = -417453.603600
  nChanged 27
		SP:Iteration 18Q (63705.880000 sec): 3 clusters
  Score: Raw -420142.745329 + Penalty 2678.125163 = -417464.620167
  nChanged 27
		SP:Iteration 19Q (63705.950000 sec): 3 clusters
  Score: Raw -420154.304331 + Penalty 2678.125163 = -417476.179168
  nChanged 23
		SP:Iteration 20F (63706.010000 sec): 3 clusters
  Score: Raw -420160.791096 + Penalty 2678.125163 = -417482.665934
  nChanged 15
		SP:Iteration 21Q (63706.080000 sec): 3 clusters
  Score: Raw -420164.051810 + Penalty 2678.125163 = -417485.926647
  nChanged 13
		SP:Iteration 22Q (63706.150000 sec): 3 clusters
  Score: Raw -420168.291097 + Penalty 2678.125163 = -417490.165935
  nChanged 11
		SP:Iteration 23Q (63706.210000 sec): 3 clusters
  Score: Raw -420171.312058 + Penalty 2678.125163 = -417493.186895
  nChanged 12
		SP:Iteration 24Q (63706.280000 sec): 3 clusters
  Score: Raw -420174.187862 + Penalty 2678.125163 = -417496.062699
  nChanged 9
		SP:Iteration 25Q (63706.350000 sec): 3 clusters
  Score: Raw -420176.285923 + Penalty 2678.125163 = -417498.160761
  nChanged 9
		SP:Iteration 26Q (63706.420000 sec): 3 clusters
  Score: Raw -420178.681466 + Penalty 2678.125163 = -417500.556304
  nChanged 9
		SP:Iteration 27Q (63706.480000 sec): 3 clusters
  Score: Raw -420180.431195 + Penalty 2678.125163 = -417502.306033
  nChanged 10
		SP:Iteration 28Q (63706.550000 sec): 3 clusters
  Score: Raw -420183.675269 + Penalty 2678.125163 = -417505.550106
  nChanged 12
		SP:Iteration 29Q (63706.620000 sec): 3 clusters
  Score: Raw -420187.659341 + Penalty 2678.125163 = -417509.534179
  nChanged 7
		SP:Iteration 30Q (63706.690000 sec): 3 clusters
  Score: Raw -420189.571773 + Penalty 2678.125163 = -417511.446610
  nChanged 7
		SP:Iteration 31Q (63706.750000 sec): 3 clusters
  Score: Raw -420190.446965 + Penalty 2678.125163 = -417512.321803
  nChanged 1
		SP:Iteration 32Q (63706.820000 sec): 3 clusters
  Score: Raw -420190.511033 + Penalty 2678.125163 = -417512.385870
  nChanged 0
		SP:Iteration 33F (63706.890000 sec): 3 clusters
  Score: Raw -420190.511033 + Penalty 2678.125163 = -417512.385870
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 43 (4421 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63706.970000 sec): 2 clusters
  Score: Raw -465892.886859 + Penalty 1364.044694 = -464528.842165
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63707.050000 sec): 3 clusters
  Score: Raw -463727.564799 + Penalty 2728.089388 = -460999.475411
  nChanged 1734
		SP:Iteration 1F (63707.130000 sec): 3 clusters
  Score: Raw -464814.577938 + Penalty 2728.089388 = -462086.488550
  nChanged 415
		SP:Iteration 2F (63707.210000 sec): 3 clusters
  Score: Raw -465130.647558 + Penalty 2728.089388 = -462402.558170
  nChanged 309
		SP:Iteration 3F (63707.290000 sec): 3 clusters
  Score: Raw -465340.861168 + Penalty 2728.089388 = -462612.771780
  nChanged 238
		SP:Iteration 4F (63707.370000 sec): 3 clusters
  Score: Raw -465508.747930 + Penalty 2728.089388 = -462780.658542
  nChanged 225
		SP:Iteration 5F (63707.450000 sec): 3 clusters
  Score: Raw -465692.745223 + Penalty 2728.089388 = -462964.655835
  nChanged 226
		SP:Iteration 6F (63707.530000 sec): 3 clusters
  Score: Raw -465888.157167 + Penalty 2728.089388 = -463160.067779
  nChanged 190
		SP:Iteration 7Q (63707.610000 sec): 3 clusters
  Score: Raw -466009.309583 + Penalty 2728.089388 = -463281.220195
  nChanged 129
		SP:Iteration 8Q (63707.690000 sec): 3 clusters
  Score: Raw -466084.411090 + Penalty 2728.089388 = -463356.321702
  nChanged 116
		SP:Iteration 9Q (63707.770000 sec): 3 clusters
  Score: Raw -466146.715604 + Penalty 2728.089388 = -463418.626216
  nChanged 99
		SP:Iteration 10Q (63707.850000 sec): 3 clusters
  Score: Raw -466197.575884 + Penalty 2728.089388 = -463469.486496
  nChanged 83
		SP:Iteration 11Q (63707.930000 sec): 3 clusters
  Score: Raw -466231.291495 + Penalty 2728.089388 = -463503.202107
  nChanged 55
		SP:Iteration 12Q (63708.010000 sec): 3 clusters
  Score: Raw -466248.181660 + Penalty 2728.089388 = -463520.092272
  nChanged 50
		SP:Iteration 13Q (63708.090000 sec): 3 clusters
  Score: Raw -466269.987247 + Penalty 2728.089388 = -463541.897859
  nChanged 51
		SP:Iteration 14Q (63708.170000 sec): 3 clusters
  Score: Raw -466292.694197 + Penalty 2728.089388 = -463564.604809
  nChanged 59
		SP:Iteration 15Q (63708.240000 sec): 3 clusters
  Score: Raw -466317.481901 + Penalty 2728.089388 = -463589.392513
  nChanged 45
		SP:Iteration 16Q (63708.320000 sec): 3 clusters
  Score: Raw -466332.898082 + Penalty 2728.089388 = -463604.808694
  nChanged 38
		SP:Iteration 17Q (63708.400000 sec): 3 clusters
  Score: Raw -466345.878216 + Penalty 2728.089388 = -463617.788828
  nChanged 31
		SP:Iteration 18Q (63708.480000 sec): 3 clusters
  Score: Raw -466353.897582 + Penalty 2728.089388 = -463625.808194
  nChanged 18
		SP:Iteration 19Q (63708.560000 sec): 3 clusters
  Score: Raw -466358.184355 + Penalty 2728.089388 = -463630.094967
  nChanged 17
		SP:Iteration 20F (63708.640000 sec): 3 clusters
  Score: Raw -466361.599580 + Penalty 2728.089388 = -463633.510192
  nChanged 13
		SP:Iteration 21Q (63708.720000 sec): 3 clusters
  Score: Raw -466365.468968 + Penalty 2728.089388 = -463637.379580
  nChanged 6
		SP:Iteration 22Q (63708.800000 sec): 3 clusters
  Score: Raw -466366.946192 + Penalty 2728.089388 = -463638.856804
  nChanged 5
		SP:Iteration 23Q (63708.880000 sec): 3 clusters
  Score: Raw -466368.183401 + Penalty 2728.089388 = -463640.094013
  nChanged 7
		SP:Iteration 24Q (63708.960000 sec): 3 clusters
  Score: Raw -466369.770731 + Penalty 2728.089388 = -463641.681343
  nChanged 5
		SP:Iteration 25Q (63709.040000 sec): 3 clusters
  Score: Raw -466370.773768 + Penalty 2728.089388 = -463642.684380
  nChanged 6
		SP:Iteration 26Q (63709.120000 sec): 3 clusters
  Score: Raw -466372.087931 + Penalty 2728.089388 = -463643.998543
  nChanged 6
		SP:Iteration 27Q (63709.200000 sec): 3 clusters
  Score: Raw -466373.106507 + Penalty 2728.089388 = -463645.017119
  nChanged 2
		SP:Iteration 28Q (63709.270000 sec): 3 clusters
  Score: Raw -466373.445118 + Penalty 2728.089388 = -463645.355730
  nChanged 1
		SP:Iteration 29Q (63709.350000 sec): 3 clusters
  Score: Raw -466373.817390 + Penalty 2728.089388 = -463645.728003
  nChanged 1
		SP:Iteration 30Q (63709.430000 sec): 3 clusters
  Score: Raw -466374.203715 + Penalty 2728.089388 = -463646.114327
  nChanged 2
		SP:Iteration 31Q (63709.510000 sec): 3 clusters
  Score: Raw -466375.005667 + Penalty 2728.089388 = -463646.916279
  nChanged 2
		SP:Iteration 32Q (63709.590000 sec): 3 clusters
  Score: Raw -466375.328887 + Penalty 2728.089388 = -463647.239499
  nChanged 1
		SP:Iteration 33Q (63709.670000 sec): 3 clusters
  Score: Raw -466375.552195 + Penalty 2728.089388 = -463647.462807
  nChanged 1
		SP:Iteration 34Q (63709.750000 sec): 3 clusters
  Score: Raw -466375.682591 + Penalty 2728.089388 = -463647.593203
  nChanged 0
		SP:Iteration 35F (63709.830000 sec): 3 clusters
  Score: Raw -466375.682591 + Penalty 2728.089388 = -463647.593203
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 44 (10858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63709.970000 sec): 2 clusters
  Score: Raw -1243008.790434 + Penalty 1510.056830 = -1241498.733605
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63710.150000 sec): 3 clusters
  Score: Raw -1236877.089467 + Penalty 3020.113660 = -1233856.975807
  nChanged 4688
		SP:Iteration 1F (63710.290000 sec): 3 clusters
  Score: Raw -1239608.726310 + Penalty 3020.113660 = -1236588.612651
  nChanged 829
		SP:Iteration 2F (63710.460000 sec): 3 clusters
  Score: Raw -1240146.862093 + Penalty 3020.113660 = -1237126.748434
  nChanged 768
		SP:Iteration 3F (63710.610000 sec): 3 clusters
  Score: Raw -1240726.733161 + Penalty 3020.113660 = -1237706.619501
  nChanged 757
		SP:Iteration 4F (63710.770000 sec): 3 clusters
  Score: Raw -1241453.241624 + Penalty 3020.113660 = -1238433.127965
  nChanged 819
		SP:Iteration 5F (63710.950000 sec): 3 clusters
  Score: Raw -1242289.169683 + Penalty 3020.113660 = -1239269.056024
  nChanged 805
		SP:Iteration 6F (63711.090000 sec): 3 clusters
  Score: Raw -1242948.210842 + Penalty 3020.113660 = -1239928.097183
  nChanged 648
		SP:Iteration 7F (63711.250000 sec): 3 clusters
  Score: Raw -1243393.219054 + Penalty 3020.113660 = -1240373.105394
  nChanged 485
		SP:Iteration 8Q (63711.430000 sec): 3 clusters
  Score: Raw -1243703.112460 + Penalty 3020.113660 = -1240682.998800
  nChanged 370
		SP:Iteration 9Q (63711.570000 sec): 3 clusters
  Score: Raw -1243901.230073 + Penalty 3020.113660 = -1240881.116413
  nChanged 305
		SP:Iteration 10Q (63711.730000 sec): 3 clusters
  Score: Raw -1244048.466519 + Penalty 3020.113660 = -1241028.352859
  nChanged 238
		SP:Iteration 11Q (63711.870000 sec): 3 clusters
  Score: Raw -1244131.967021 + Penalty 3020.113660 = -1241111.853362
  nChanged 180
		SP:Iteration 12Q (63712.030000 sec): 3 clusters
  Score: Raw -1244188.861751 + Penalty 3020.113660 = -1241168.748091
  nChanged 146
		SP:Iteration 13Q (63712.200000 sec): 3 clusters
  Score: Raw -1244237.860436 + Penalty 3020.113660 = -1241217.746776
  nChanged 124
		SP:Iteration 14Q (63712.350000 sec): 3 clusters
  Score: Raw -1244275.192562 + Penalty 3020.113660 = -1241255.078903
  nChanged 100
		SP:Iteration 15Q (63712.500000 sec): 3 clusters
  Score: Raw -1244302.665716 + Penalty 3020.113660 = -1241282.552056
  nChanged 90
		SP:Iteration 16Q (63712.680000 sec): 3 clusters
  Score: Raw -1244326.640891 + Penalty 3020.113660 = -1241306.527232
  nChanged 74
		SP:Iteration 17Q (63712.820000 sec): 3 clusters
  Score: Raw -1244344.517512 + Penalty 3020.113660 = -1241324.403853
  nChanged 73
		SP:Iteration 18Q (63712.980000 sec): 3 clusters
  Score: Raw -1244359.797856 + Penalty 3020.113660 = -1241339.684197
  nChanged 48
		SP:Iteration 19Q (63713.130000 sec): 3 clusters
  Score: Raw -1244367.066392 + Penalty 3020.113660 = -1241346.952732
  nChanged 35
		SP:Iteration 20F (63713.280000 sec): 3 clusters
  Score: Raw -1244371.739524 + Penalty 3020.113660 = -1241351.625864
  nChanged 29
		SP:Iteration 21Q (63713.450000 sec): 3 clusters
  Score: Raw -1244376.152107 + Penalty 3020.113660 = -1241356.038447
  nChanged 26
		SP:Iteration 22Q (63713.600000 sec): 3 clusters
  Score: Raw -1244379.998520 + Penalty 3020.113660 = -1241359.884861
  nChanged 28
		SP:Iteration 23Q (63713.750000 sec): 3 clusters
  Score: Raw -1244383.800776 + Penalty 3020.113660 = -1241363.687116
  nChanged 19
		SP:Iteration 24Q (63713.910000 sec): 3 clusters
  Score: Raw -1244385.282444 + Penalty 3020.113660 = -1241365.168784
  nChanged 9
		SP:Iteration 25Q (63714.050000 sec): 3 clusters
  Score: Raw -1244386.107629 + Penalty 3020.113660 = -1241365.993970
  nChanged 3
		SP:Iteration 26Q (63714.230000 sec): 3 clusters
  Score: Raw -1244386.294874 + Penalty 3020.113660 = -1241366.181214
  nChanged 3
		SP:Iteration 27Q (63714.380000 sec): 3 clusters
  Score: Raw -1244386.610397 + Penalty 3020.113660 = -1241366.496737
  nChanged 1
		SP:Iteration 28Q (63714.520000 sec): 3 clusters
  Score: Raw -1244386.646217 + Penalty 3020.113660 = -1241366.532557
  nChanged 2
		SP:Iteration 29Q (63714.700000 sec): 3 clusters
  Score: Raw -1244386.768628 + Penalty 3020.113660 = -1241366.654968
  nChanged 1
		SP:Iteration 30Q (63714.850000 sec): 3 clusters
  Score: Raw -1244386.858407 + Penalty 3020.113660 = -1241366.744747
  nChanged 1
		SP:Iteration 31Q (63715.000000 sec): 3 clusters
  Score: Raw -1244387.205440 + Penalty 3020.113660 = -1241367.091780
  nChanged 2
		SP:Iteration 32Q (63715.170000 sec): 3 clusters
  Score: Raw -1244387.354907 + Penalty 3020.113660 = -1241367.241248
  nChanged 1
		SP:Iteration 33Q (63715.320000 sec): 3 clusters
  Score: Raw -1244387.406341 + Penalty 3020.113660 = -1241367.292681
  nChanged 2
		SP:Iteration 34Q (63715.470000 sec): 3 clusters
  Score: Raw -1244387.945651 + Penalty 3020.113660 = -1241367.831992
  nChanged 3
		SP:Iteration 35Q (63715.650000 sec): 3 clusters
  Score: Raw -1244388.287810 + Penalty 3020.113660 = -1241368.174151
  nChanged 3
		SP:Iteration 36Q (63715.790000 sec): 3 clusters
  Score: Raw -1244388.500859 + Penalty 3020.113660 = -1241368.387199
  nChanged 1
		SP:Iteration 37Q (63715.950000 sec): 3 clusters
  Score: Raw -1244388.584887 + Penalty 3020.113660 = -1241368.471228
  nChanged 0
		SP:Iteration 38F (63716.110000 sec): 3 clusters
  Score: Raw -1244388.584887 + Penalty 3020.113660 = -1241368.471228
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 45 (2804 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63716.180000 sec): 2 clusters
  Score: Raw -327058.252731 + Penalty 1290.055365 = -325768.197366
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63716.250000 sec): 3 clusters
  Score: Raw -325754.892708 + Penalty 2580.110731 = -323174.781978
  nChanged 1032
		SP:Iteration 1F (63716.320000 sec): 3 clusters
  Score: Raw -326436.334561 + Penalty 2580.110731 = -323856.223830
  nChanged 246
		SP:Iteration 2F (63716.370000 sec): 3 clusters
  Score: Raw -326635.733288 + Penalty 2580.110731 = -324055.622557
  nChanged 178
		SP:Iteration 3F (63716.420000 sec): 3 clusters
  Score: Raw -326786.272370 + Penalty 2580.110731 = -324206.161639
  nChanged 174
		SP:Iteration 4F (63716.470000 sec): 3 clusters
  Score: Raw -326932.132672 + Penalty 2580.110731 = -324352.021941
  nChanged 129
		SP:Iteration 5Q (63716.520000 sec): 3 clusters
  Score: Raw -327033.154110 + Penalty 2580.110731 = -324453.043379
  nChanged 94
		SP:Iteration 6Q (63716.570000 sec): 3 clusters
  Score: Raw -327092.277925 + Penalty 2580.110731 = -324512.167195
  nChanged 68
		SP:Iteration 7Q (63716.630000 sec): 3 clusters
  Score: Raw -327132.091610 + Penalty 2580.110731 = -324551.980879
  nChanged 48
		SP:Iteration 8Q (63716.680000 sec): 3 clusters
  Score: Raw -327152.728921 + Penalty 2580.110731 = -324572.618191
  nChanged 43
		SP:Iteration 9Q (63716.730000 sec): 3 clusters
  Score: Raw -327172.147988 + Penalty 2580.110731 = -324592.037257
  nChanged 34
		SP:Iteration 10Q (63716.780000 sec): 3 clusters
  Score: Raw -327190.283849 + Penalty 2580.110731 = -324610.173118
  nChanged 21
		SP:Iteration 11Q (63716.830000 sec): 3 clusters
  Score: Raw -327199.694282 + Penalty 2580.110731 = -324619.583552
  nChanged 18
		SP:Iteration 12Q (63716.880000 sec): 3 clusters
  Score: Raw -327209.197307 + Penalty 2580.110731 = -324629.086576
  nChanged 20
		SP:Iteration 13Q (63716.930000 sec): 3 clusters
  Score: Raw -327217.083366 + Penalty 2580.110731 = -324636.972636
  nChanged 11
		SP:Iteration 14Q (63716.980000 sec): 3 clusters
  Score: Raw -327221.960181 + Penalty 2580.110731 = -324641.849450
  nChanged 12
		SP:Iteration 15Q (63717.030000 sec): 3 clusters
  Score: Raw -327224.205351 + Penalty 2580.110731 = -324644.094620
  nChanged 4
		SP:Iteration 16Q (63717.090000 sec): 3 clusters
  Score: Raw -327225.462980 + Penalty 2580.110731 = -324645.352249
  nChanged 5
		SP:Iteration 17Q (63717.130000 sec): 3 clusters
  Score: Raw -327227.256556 + Penalty 2580.110731 = -324647.145826
  nChanged 4
		SP:Iteration 18Q (63717.190000 sec): 3 clusters
  Score: Raw -327228.433773 + Penalty 2580.110731 = -324648.323042
  nChanged 5
		SP:Iteration 19Q (63717.240000 sec): 3 clusters
  Score: Raw -327229.609490 + Penalty 2580.110731 = -324649.498759
  nChanged 2
		SP:Iteration 20F (63717.290000 sec): 3 clusters
  Score: Raw -327230.329323 + Penalty 2580.110731 = -324650.218592
  nChanged 4
		SP:Iteration 21Q (63717.340000 sec): 3 clusters
  Score: Raw -327231.632665 + Penalty 2580.110731 = -324651.521934
  nChanged 2
		SP:Iteration 22Q (63717.390000 sec): 3 clusters
  Score: Raw -327231.881795 + Penalty 2580.110731 = -324651.771064
  nChanged 0
		SP:Iteration 23F (63717.440000 sec): 3 clusters
  Score: Raw -327231.881795 + Penalty 2580.110731 = -324651.771064
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 46 (358 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63717.500000 sec): 2 clusters
  Score: Raw -40390.652857 + Penalty 955.586610 = -39435.066246
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63717.510000 sec): 3 clusters
  Score: Raw -40429.419558 + Penalty 1911.173221 = -38518.246338
  nChanged 67
		SP:Iteration 1F (63717.510000 sec): 3 clusters
  Score: Raw -40570.912720 + Penalty 1911.173221 = -38659.739499
  nChanged 16
		SP:Iteration 2Q (63717.520000 sec): 3 clusters
  Score: Raw -40621.227281 + Penalty 1911.173221 = -38710.054061
  nChanged 17
		SP:Iteration 3Q (63717.530000 sec): 3 clusters
  Score: Raw -40681.303314 + Penalty 1911.173221 = -38770.130094
  nChanged 13
		SP:Iteration 4Q (63717.540000 sec): 3 clusters
  Score: Raw -40726.717647 + Penalty 1911.173221 = -38815.544426
  nChanged 11
		SP:Iteration 5Q (63717.550000 sec): 3 clusters
  Score: Raw -40757.139907 + Penalty 1911.173221 = -38845.966686
  nChanged 7
		SP:Iteration 6Q (63717.550000 sec): 3 clusters
  Score: Raw -40782.484530 + Penalty 1911.173221 = -38871.311310
  nChanged 6
		SP:Iteration 7Q (63717.560000 sec): 3 clusters
  Score: Raw -40806.798418 + Penalty 1911.173221 = -38895.625197
  nChanged 5
		SP:Iteration 8Q (63717.570000 sec): 3 clusters
  Score: Raw -40822.181379 + Penalty 1911.173221 = -38911.008158
  nChanged 2
		SP:Iteration 9Q (63717.570000 sec): 3 clusters
  Score: Raw -40832.899974 + Penalty 1911.173221 = -38921.726754
  nChanged 3
		SP:Iteration 10Q (63717.580000 sec): 3 clusters
  Score: Raw -40843.084355 + Penalty 1911.173221 = -38931.911134
  nChanged 4
		SP:Iteration 11Q (63717.590000 sec): 3 clusters
  Score: Raw -40881.719400 + Penalty 1911.173221 = -38970.546180
  nChanged 7
		SP:Iteration 12Q (63717.600000 sec): 3 clusters
  Score: Raw -40953.335323 + Penalty 1911.173221 = -39042.162103
  nChanged 3
		SP:Iteration 13Q (63717.610000 sec): 3 clusters
  Score: Raw -40965.761248 + Penalty 1911.173221 = -39054.588028
  nChanged 1
		SP:Iteration 14Q (63717.610000 sec): 3 clusters
  Score: Raw -40971.511416 + Penalty 1911.173221 = -39060.338196
  nChanged 4
		SP:Iteration 15Q (63717.620000 sec): 3 clusters
  Score: Raw -40980.675936 + Penalty 1911.173221 = -39069.502716
  nChanged 4
		SP:Iteration 16Q (63717.630000 sec): 3 clusters
  Score: Raw -40988.748930 + Penalty 1911.173221 = -39077.575709
  nChanged 5
		SP:Iteration 17Q (63717.630000 sec): 3 clusters
  Score: Raw -40996.103522 + Penalty 1911.173221 = -39084.930301
  nChanged 2
		SP:Iteration 18Q (63717.640000 sec): 3 clusters
  Score: Raw -40998.935157 + Penalty 1911.173221 = -39087.761936
  nChanged 1
		SP:Iteration 19Q (63717.650000 sec): 3 clusters
  Score: Raw -40999.641506 + Penalty 1911.173221 = -39088.468286
  nChanged 0
		SP:Iteration 20F (63717.660000 sec): 3 clusters
  Score: Raw -41000.759722 + Penalty 1911.173221 = -39089.586501
  nChanged 2
		SP:Iteration 21Q (63717.670000 sec): 3 clusters
  Score: Raw -41008.901123 + Penalty 1911.173221 = -39097.727903
  nChanged 3
		SP:Iteration 22Q (63717.670000 sec): 3 clusters
  Score: Raw -41023.401337 + Penalty 1911.173221 = -39112.228116
  nChanged 1
		SP:Iteration 23Q (63717.680000 sec): 3 clusters
  Score: Raw -41024.476874 + Penalty 1911.173221 = -39113.303653
  nChanged 1
		SP:Iteration 24Q (63717.690000 sec): 3 clusters
  Score: Raw -41025.031988 + Penalty 1911.173221 = -39113.858768
  nChanged 0
		SP:Iteration 25F (63717.700000 sec): 3 clusters
  Score: Raw -41025.031988 + Penalty 1911.173221 = -39113.858768
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 47 (1132 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63717.760000 sec): 2 clusters
  Score: Raw -121043.961468 + Penalty 1142.657955 = -119901.303514
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63717.780000 sec): 3 clusters
  Score: Raw -120682.549057 + Penalty 2285.315909 = -118397.233148
  nChanged 351
		SP:Iteration 1F (63717.800000 sec): 3 clusters
  Score: Raw -121045.409785 + Penalty 2285.315909 = -118760.093876
  nChanged 99
		SP:Iteration 2F (63717.820000 sec): 3 clusters
  Score: Raw -121223.465293 + Penalty 2285.315909 = -118938.149384
  nChanged 86
		SP:Iteration 3F (63717.850000 sec): 3 clusters
  Score: Raw -121433.765669 + Penalty 2285.315909 = -119148.449760
  nChanged 75
		SP:Iteration 4F (63717.870000 sec): 3 clusters
  Score: Raw -121580.242905 + Penalty 2285.315909 = -119294.926996
  nChanged 57
		SP:Iteration 5F (63717.890000 sec): 3 clusters
  Score: Raw -121689.482399 + Penalty 2285.315909 = -119404.166490
  nChanged 45
		SP:Iteration 6Q (63717.910000 sec): 3 clusters
  Score: Raw -121783.694546 + Penalty 2285.315909 = -119498.378637
  nChanged 33
		SP:Iteration 7Q (63717.930000 sec): 3 clusters
  Score: Raw -121835.605022 + Penalty 2285.315909 = -119550.289113
  nChanged 22
		SP:Iteration 8Q (63717.950000 sec): 3 clusters
  Score: Raw -121872.247460 + Penalty 2285.315909 = -119586.931551
  nChanged 22
		SP:Iteration 9Q (63717.970000 sec): 3 clusters
  Score: Raw -121903.952527 + Penalty 2285.315909 = -119618.636618
  nChanged 7
		SP:Iteration 10Q (63717.990000 sec): 3 clusters
  Score: Raw -121913.505995 + Penalty 2285.315909 = -119628.190086
  nChanged 9
		SP:Iteration 11Q (63718.010000 sec): 3 clusters
  Score: Raw -121925.203212 + Penalty 2285.315909 = -119639.887303
  nChanged 8
		SP:Iteration 12Q (63718.030000 sec): 3 clusters
  Score: Raw -121937.494053 + Penalty 2285.315909 = -119652.178144
  nChanged 9
		SP:Iteration 13Q (63718.050000 sec): 3 clusters
  Score: Raw -121951.375516 + Penalty 2285.315909 = -119666.059607
  nChanged 5
		SP:Iteration 14Q (63718.070000 sec): 3 clusters
  Score: Raw -121964.333107 + Penalty 2285.315909 = -119679.017198
  nChanged 4
		SP:Iteration 15Q (63718.090000 sec): 3 clusters
  Score: Raw -121968.409175 + Penalty 2285.315909 = -119683.093266
  nChanged 1
		SP:Iteration 16Q (63718.110000 sec): 3 clusters
  Score: Raw -121968.830909 + Penalty 2285.315909 = -119683.515000
  nChanged 0
		SP:Iteration 17F (63718.130000 sec): 3 clusters
  Score: Raw -121968.830909 + Penalty 2285.315909 = -119683.515000
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 48 (4517 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63718.220000 sec): 2 clusters
  Score: Raw -536253.442203 + Penalty 1367.535542 = -534885.906661
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63718.310000 sec): 3 clusters
  Score: Raw -533928.766266 + Penalty 2735.071084 = -531193.695182
  nChanged 1787
		SP:Iteration 1F (63718.390000 sec): 3 clusters
  Score: Raw -534899.171073 + Penalty 2735.071084 = -532164.099988
  nChanged 318
		SP:Iteration 2F (63718.480000 sec): 3 clusters
  Score: Raw -535088.046075 + Penalty 2735.071084 = -532352.974991
  nChanged 274
		SP:Iteration 3F (63718.570000 sec): 3 clusters
  Score: Raw -535262.141239 + Penalty 2735.071084 = -532527.070155
  nChanged 242
		SP:Iteration 4F (63718.650000 sec): 3 clusters
  Score: Raw -535415.727352 + Penalty 2735.071084 = -532680.656268
  nChanged 205
		SP:Iteration 5Q (63718.740000 sec): 3 clusters
  Score: Raw -535549.524196 + Penalty 2735.071084 = -532814.453111
  nChanged 192
		SP:Iteration 6Q (63718.830000 sec): 3 clusters
  Score: Raw -535685.324693 + Penalty 2735.071084 = -532950.253609
  nChanged 202
		SP:Iteration 7Q (63718.910000 sec): 3 clusters
  Score: Raw -535814.841862 + Penalty 2735.071084 = -533079.770778
  nChanged 165
		SP:Iteration 8Q (63719.000000 sec): 3 clusters
  Score: Raw -535934.905061 + Penalty 2735.071084 = -533199.833977
  nChanged 144
		SP:Iteration 9Q (63719.080000 sec): 3 clusters
  Score: Raw -536028.588072 + Penalty 2735.071084 = -533293.516988
  nChanged 129
		SP:Iteration 10Q (63719.170000 sec): 3 clusters
  Score: Raw -536103.074777 + Penalty 2735.071084 = -533368.003693
  nChanged 119
		SP:Iteration 11Q (63719.250000 sec): 3 clusters
  Score: Raw -536161.609842 + Penalty 2735.071084 = -533426.538758
  nChanged 92
		SP:Iteration 12Q (63719.340000 sec): 3 clusters
  Score: Raw -536205.927667 + Penalty 2735.071084 = -533470.856583
  nChanged 89
		SP:Iteration 13Q (63719.420000 sec): 3 clusters
  Score: Raw -536242.826680 + Penalty 2735.071084 = -533507.755596
  nChanged 62
		SP:Iteration 14Q (63719.510000 sec): 3 clusters
  Score: Raw -536270.632076 + Penalty 2735.071084 = -533535.560992
  nChanged 56
		SP:Iteration 15Q (63719.590000 sec): 3 clusters
  Score: Raw -536291.660831 + Penalty 2735.071084 = -533556.589747
  nChanged 39
		SP:Iteration 16Q (63719.680000 sec): 3 clusters
  Score: Raw -536310.408673 + Penalty 2735.071084 = -533575.337589
  nChanged 40
		SP:Iteration 17Q (63719.760000 sec): 3 clusters
  Score: Raw -536328.113738 + Penalty 2735.071084 = -533593.042654
  nChanged 30
		SP:Iteration 18Q (63719.850000 sec): 3 clusters
  Score: Raw -536338.022386 + Penalty 2735.071084 = -533602.951302
  nChanged 29
		SP:Iteration 19Q (63719.930000 sec): 3 clusters
  Score: Raw -536351.032300 + Penalty 2735.071084 = -533615.961216
  nChanged 38
		SP:Iteration 20F (63720.020000 sec): 3 clusters
  Score: Raw -536365.777659 + Penalty 2735.071084 = -533630.706574
  nChanged 37
		SP:Iteration 21Q (63720.110000 sec): 3 clusters
  Score: Raw -536381.392126 + Penalty 2735.071084 = -533646.321042
  nChanged 36
		SP:Iteration 22Q (63720.190000 sec): 3 clusters
  Score: Raw -536396.236631 + Penalty 2735.071084 = -533661.165546
  nChanged 29
		SP:Iteration 23Q (63720.270000 sec): 3 clusters
  Score: Raw -536410.135716 + Penalty 2735.071084 = -533675.064632
  nChanged 28
		SP:Iteration 24Q (63720.360000 sec): 3 clusters
  Score: Raw -536420.609660 + Penalty 2735.071084 = -533685.538575
  nChanged 24
		SP:Iteration 25Q (63720.450000 sec): 3 clusters
  Score: Raw -536428.894901 + Penalty 2735.071084 = -533693.823817
  nChanged 15
		SP:Iteration 26Q (63720.530000 sec): 3 clusters
  Score: Raw -536434.447778 + Penalty 2735.071084 = -533699.376694
  nChanged 17
		SP:Iteration 27Q (63720.610000 sec): 3 clusters
  Score: Raw -536439.648094 + Penalty 2735.071084 = -533704.577010
  nChanged 14
		SP:Iteration 28Q (63720.700000 sec): 3 clusters
  Score: Raw -536443.574497 + Penalty 2735.071084 = -533708.503412
  nChanged 10
		SP:Iteration 29Q (63720.780000 sec): 3 clusters
  Score: Raw -536447.321004 + Penalty 2735.071084 = -533712.249920
  nChanged 13
		SP:Iteration 30Q (63720.870000 sec): 3 clusters
  Score: Raw -536452.050796 + Penalty 2735.071084 = -533716.979712
  nChanged 12
		SP:Iteration 31Q (63720.950000 sec): 3 clusters
  Score: Raw -536456.254437 + Penalty 2735.071084 = -533721.183353
  nChanged 15
		SP:Iteration 32Q (63721.040000 sec): 3 clusters
  Score: Raw -536460.192983 + Penalty 2735.071084 = -533725.121898
  nChanged 6
		SP:Iteration 33Q (63721.120000 sec): 3 clusters
  Score: Raw -536462.300387 + Penalty 2735.071084 = -533727.229302
  nChanged 8
		SP:Iteration 34Q (63721.210000 sec): 3 clusters
  Score: Raw -536465.407290 + Penalty 2735.071084 = -533730.336206
  nChanged 11
		SP:Iteration 35Q (63721.290000 sec): 3 clusters
  Score: Raw -536470.489409 + Penalty 2735.071084 = -533735.418325
  nChanged 15
		SP:Iteration 36Q (63721.370000 sec): 3 clusters
  Score: Raw -536475.046692 + Penalty 2735.071084 = -533739.975608
  nChanged 19
		SP:Iteration 37Q (63721.460000 sec): 3 clusters
  Score: Raw -536479.974164 + Penalty 2735.071084 = -533744.903080
  nChanged 13
		SP:Iteration 38Q (63721.550000 sec): 3 clusters
  Score: Raw -536485.038563 + Penalty 2735.071084 = -533749.967479
  nChanged 15
		SP:Iteration 39Q (63721.630000 sec): 3 clusters
  Score: Raw -536489.723760 + Penalty 2735.071084 = -533754.652676
  nChanged 16
		SP:Iteration 40F (63721.720000 sec): 3 clusters
  Score: Raw -536494.904421 + Penalty 2735.071084 = -533759.833337
  nChanged 14
		SP:Iteration 41Q (63721.800000 sec): 3 clusters
  Score: Raw -536500.406081 + Penalty 2735.071084 = -533765.334997
  nChanged 17
		SP:Iteration 42Q (63721.890000 sec): 3 clusters
  Score: Raw -536507.070840 + Penalty 2735.071084 = -533771.999756
  nChanged 19
		SP:Iteration 43Q (63721.970000 sec): 3 clusters
  Score: Raw -536515.568397 + Penalty 2735.071084 = -533780.497313
  nChanged 18
		SP:Iteration 44Q (63722.050000 sec): 3 clusters
  Score: Raw -536524.463218 + Penalty 2735.071084 = -533789.392134
  nChanged 21
		SP:Iteration 45Q (63722.140000 sec): 3 clusters
  Score: Raw -536534.362106 + Penalty 2735.071084 = -533799.291022
  nChanged 21
		SP:Iteration 46Q (63722.220000 sec): 3 clusters
  Score: Raw -536543.484288 + Penalty 2735.071084 = -533808.413204
  nChanged 19
		SP:Iteration 47Q (63722.300000 sec): 3 clusters
  Score: Raw -536552.376396 + Penalty 2735.071084 = -533817.305312
  nChanged 21
		SP:Iteration 48Q (63722.390000 sec): 3 clusters
  Score: Raw -536564.000595 + Penalty 2735.071084 = -533828.929511
  nChanged 18
		SP:Iteration 49Q (63722.470000 sec): 3 clusters
  Score: Raw -536572.555531 + Penalty 2735.071084 = -533837.484447
  nChanged 19
		SP:Iteration 50Q (63722.550000 sec): 3 clusters
  Score: Raw -536580.944170 + Penalty 2735.071084 = -533845.873086
  nChanged 21
		SP:Iteration 51Q (63722.640000 sec): 3 clusters
  Score: Raw -536588.529822 + Penalty 2735.071084 = -533853.458738
  nChanged 14
		SP:Iteration 52Q (63722.720000 sec): 3 clusters
  Score: Raw -536595.745846 + Penalty 2735.071084 = -533860.674762
  nChanged 12
		SP:Iteration 53Q (63722.810000 sec): 3 clusters
  Score: Raw -536599.721923 + Penalty 2735.071084 = -533864.650839
  nChanged 10
		SP:Iteration 54Q (63722.890000 sec): 3 clusters
  Score: Raw -536604.830163 + Penalty 2735.071084 = -533869.759079
  nChanged 11
		SP:Iteration 55Q (63722.970000 sec): 3 clusters
  Score: Raw -536610.525003 + Penalty 2735.071084 = -533875.453919
  nChanged 14
		SP:Iteration 56Q (63723.050000 sec): 3 clusters
  Score: Raw -536619.275919 + Penalty 2735.071084 = -533884.204835
  nChanged 16
		SP:Iteration 57Q (63723.140000 sec): 3 clusters
  Score: Raw -536625.195433 + Penalty 2735.071084 = -533890.124349
  nChanged 13
		SP:Iteration 58Q (63723.230000 sec): 3 clusters
  Score: Raw -536631.335327 + Penalty 2735.071084 = -533896.264243
  nChanged 16
		SP:Iteration 59Q (63723.310000 sec): 3 clusters
  Score: Raw -536638.340828 + Penalty 2735.071084 = -533903.269744
  nChanged 13
		SP:Iteration 60F (63723.400000 sec): 3 clusters
  Score: Raw -536642.249912 + Penalty 2735.071084 = -533907.178828
  nChanged 7
		SP:Iteration 61Q (63723.480000 sec): 3 clusters
  Score: Raw -536643.999725 + Penalty 2735.071084 = -533908.928641
  nChanged 4
		SP:Iteration 62Q (63723.560000 sec): 3 clusters
  Score: Raw -536645.449871 + Penalty 2735.071084 = -533910.378787
  nChanged 4
		SP:Iteration 63Q (63723.650000 sec): 3 clusters
  Score: Raw -536646.535896 + Penalty 2735.071084 = -533911.464812
  nChanged 3
		SP:Iteration 64Q (63723.730000 sec): 3 clusters
  Score: Raw -536647.168461 + Penalty 2735.071084 = -533912.097377
  nChanged 4
		SP:Iteration 65Q (63723.810000 sec): 3 clusters
  Score: Raw -536649.117755 + Penalty 2735.071084 = -533914.046671
  nChanged 2
		SP:Iteration 66Q (63723.900000 sec): 3 clusters
  Score: Raw -536649.634873 + Penalty 2735.071084 = -533914.563788
  nChanged 0
		SP:Iteration 67F (63723.980000 sec): 3 clusters
  Score: Raw -536649.634873 + Penalty 2735.071084 = -533914.563788
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 49 (351 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63724.040000 sec): 2 clusters
  Score: Raw -41496.594309 + Penalty 952.377761 = -40544.216548
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63724.040000 sec): 3 clusters
  Score: Raw -41551.181795 + Penalty 1904.755523 = -39646.426272
  nChanged 74
		SP:Iteration 1F (63724.050000 sec): 3 clusters
  Score: Raw -41687.021220 + Penalty 1904.755523 = -39782.265697
  nChanged 27
		SP:Iteration 2F (63724.060000 sec): 3 clusters
  Score: Raw -41730.650705 + Penalty 1904.755523 = -39825.895183
  nChanged 7
		SP:Iteration 3Q (63724.070000 sec): 3 clusters
  Score: Raw -41741.149184 + Penalty 1904.755523 = -39836.393661
  nChanged 6
		SP:Iteration 4Q (63724.080000 sec): 3 clusters
  Score: Raw -41757.376454 + Penalty 1904.755523 = -39852.620932
  nChanged 3
		SP:Iteration 5Q (63724.080000 sec): 3 clusters
  Score: Raw -41762.542720 + Penalty 1904.755523 = -39857.787197
  nChanged 2
		SP:Iteration 6Q (63724.090000 sec): 3 clusters
  Score: Raw -41765.485574 + Penalty 1904.755523 = -39860.730052
  nChanged 3
		SP:Iteration 7Q (63724.100000 sec): 3 clusters
  Score: Raw -41772.734674 + Penalty 1904.755523 = -39867.979151
  nChanged 3
		SP:Iteration 8Q (63724.110000 sec): 3 clusters
  Score: Raw -41779.838016 + Penalty 1904.755523 = -39875.082493
  nChanged 0
		SP:Iteration 9F (63724.120000 sec): 3 clusters
  Score: Raw -41779.838016 + Penalty 1904.755523 = -39875.082493
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 50 (2102 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63724.180000 sec): 2 clusters
  Score: Raw -234543.681176 + Penalty 1243.229740 = -233300.451436
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63724.220000 sec): 3 clusters
  Score: Raw -233652.377782 + Penalty 2486.459479 = -231165.918303
  nChanged 743
		SP:Iteration 1F (63724.260000 sec): 3 clusters
  Score: Raw -234188.966848 + Penalty 2486.459479 = -231702.507369
  nChanged 206
		SP:Iteration 2F (63724.300000 sec): 3 clusters
  Score: Raw -234373.428916 + Penalty 2486.459479 = -231886.969437
  nChanged 135
		SP:Iteration 3F (63724.340000 sec): 3 clusters
  Score: Raw -234492.267302 + Penalty 2486.459479 = -232005.807822
  nChanged 79
		SP:Iteration 4Q (63724.380000 sec): 3 clusters
  Score: Raw -234550.318100 + Penalty 2486.459479 = -232063.858621
  nChanged 62
		SP:Iteration 5Q (63724.420000 sec): 3 clusters
  Score: Raw -234594.880030 + Penalty 2486.459479 = -232108.420551
  nChanged 48
		SP:Iteration 6Q (63724.460000 sec): 3 clusters
  Score: Raw -234627.342863 + Penalty 2486.459479 = -232140.883384
  nChanged 43
		SP:Iteration 7Q (63724.500000 sec): 3 clusters
  Score: Raw -234671.977439 + Penalty 2486.459479 = -232185.517959
  nChanged 55
		SP:Iteration 8Q (63724.530000 sec): 3 clusters
  Score: Raw -234726.924427 + Penalty 2486.459479 = -232240.464948
  nChanged 69
		SP:Iteration 9Q (63724.570000 sec): 3 clusters
  Score: Raw -234791.687330 + Penalty 2486.459479 = -232305.227851
  nChanged 63
		SP:Iteration 10Q (63724.610000 sec): 3 clusters
  Score: Raw -234855.666990 + Penalty 2486.459479 = -232369.207511
  nChanged 76
		SP:Iteration 11Q (63724.640000 sec): 3 clusters
  Score: Raw -234939.766259 + Penalty 2486.459479 = -232453.306780
  nChanged 78
		SP:Iteration 12Q (63724.680000 sec): 3 clusters
  Score: Raw -235042.889765 + Penalty 2486.459479 = -232556.430286
  nChanged 73
		SP:Iteration 13Q (63724.720000 sec): 3 clusters
  Score: Raw -235138.028982 + Penalty 2486.459479 = -232651.569502
  nChanged 68
		SP:Iteration 14Q (63724.760000 sec): 3 clusters
  Score: Raw -235215.054942 + Penalty 2486.459479 = -232728.595463
  nChanged 47
		SP:Iteration 15Q (63724.800000 sec): 3 clusters
  Score: Raw -235260.838699 + Penalty 2486.459479 = -232774.379220
  nChanged 37
		SP:Iteration 16Q (63724.830000 sec): 3 clusters
  Score: Raw -235285.764691 + Penalty 2486.459479 = -232799.305212
  nChanged 25
		SP:Iteration 17Q (63724.870000 sec): 3 clusters
  Score: Raw -235304.869993 + Penalty 2486.459479 = -232818.410513
  nChanged 24
		SP:Iteration 18Q (63724.910000 sec): 3 clusters
  Score: Raw -235326.775161 + Penalty 2486.459479 = -232840.315682
  nChanged 23
		SP:Iteration 19Q (63724.940000 sec): 3 clusters
  Score: Raw -235342.007607 + Penalty 2486.459479 = -232855.548128
  nChanged 16
		SP:Iteration 20F (63724.980000 sec): 3 clusters
  Score: Raw -235355.169705 + Penalty 2486.459479 = -232868.710225
  nChanged 9
		SP:Iteration 21Q (63725.020000 sec): 3 clusters
  Score: Raw -235362.547814 + Penalty 2486.459479 = -232876.088335
  nChanged 4
		SP:Iteration 22Q (63725.060000 sec): 3 clusters
  Score: Raw -235365.025434 + Penalty 2486.459479 = -232878.565955
  nChanged 4
		SP:Iteration 23Q (63725.100000 sec): 3 clusters
  Score: Raw -235368.329697 + Penalty 2486.459479 = -232881.870218
  nChanged 4
		SP:Iteration 24Q (63725.140000 sec): 3 clusters
  Score: Raw -235370.494677 + Penalty 2486.459479 = -232884.035198
  nChanged 2
		SP:Iteration 25Q (63725.170000 sec): 3 clusters
  Score: Raw -235373.993361 + Penalty 2486.459479 = -232887.533881
  nChanged 4
		SP:Iteration 26Q (63725.210000 sec): 3 clusters
  Score: Raw -235376.208450 + Penalty 2486.459479 = -232889.748971
  nChanged 5
		SP:Iteration 27Q (63725.250000 sec): 3 clusters
  Score: Raw -235378.167561 + Penalty 2486.459479 = -232891.708082
  nChanged 4
		SP:Iteration 28Q (63725.280000 sec): 3 clusters
  Score: Raw -235379.482652 + Penalty 2486.459479 = -232893.023173
  nChanged 3
		SP:Iteration 29Q (63725.320000 sec): 3 clusters
  Score: Raw -235381.774316 + Penalty 2486.459479 = -232895.314836
  nChanged 3
		SP:Iteration 30Q (63725.360000 sec): 3 clusters
  Score: Raw -235383.991476 + Penalty 2486.459479 = -232897.531997
  nChanged 5
		SP:Iteration 31Q (63725.390000 sec): 3 clusters
  Score: Raw -235389.139307 + Penalty 2486.459479 = -232902.679828
  nChanged 6
		SP:Iteration 32Q (63725.430000 sec): 3 clusters
  Score: Raw -235392.684313 + Penalty 2486.459479 = -232906.224834
  nChanged 9
		SP:Iteration 33Q (63725.470000 sec): 3 clusters
  Score: Raw -235397.655660 + Penalty 2486.459479 = -232911.196180
  nChanged 8
		SP:Iteration 34Q (63725.500000 sec): 3 clusters
  Score: Raw -235401.812389 + Penalty 2486.459479 = -232915.352909
  nChanged 6
		SP:Iteration 35Q (63725.540000 sec): 3 clusters
  Score: Raw -235405.748005 + Penalty 2486.459479 = -232919.288526
  nChanged 4
		SP:Iteration 36Q (63725.580000 sec): 3 clusters
  Score: Raw -235407.955483 + Penalty 2486.459479 = -232921.496004
  nChanged 3
		SP:Iteration 37Q (63725.620000 sec): 3 clusters
  Score: Raw -235409.223028 + Penalty 2486.459479 = -232922.763548
  nChanged 1
		SP:Iteration 38Q (63725.660000 sec): 3 clusters
  Score: Raw -235409.475419 + Penalty 2486.459479 = -232923.015940
  nChanged 0
		SP:Iteration 39F (63725.690000 sec): 3 clusters
  Score: Raw -235409.475419 + Penalty 2486.459479 = -232923.015940
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 51 (2518 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63725.760000 sec): 2 clusters
  Score: Raw -300415.803264 + Penalty 1272.573285 = -299143.229979
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63725.810000 sec): 3 clusters
  Score: Raw -299259.203477 + Penalty 2545.146570 = -296714.056907
  nChanged 940
		SP:Iteration 1F (63725.860000 sec): 3 clusters
  Score: Raw -299817.618471 + Penalty 2545.146570 = -297272.471902
  nChanged 226
		SP:Iteration 2F (63725.900000 sec): 3 clusters
  Score: Raw -299984.386152 + Penalty 2545.146570 = -297439.239583
  nChanged 132
		SP:Iteration 3F (63725.950000 sec): 3 clusters
  Score: Raw -300095.736240 + Penalty 2545.146570 = -297550.589670
  nChanged 99
		SP:Iteration 4Q (63726.000000 sec): 3 clusters
  Score: Raw -300177.271539 + Penalty 2545.146570 = -297632.124969
  nChanged 89
		SP:Iteration 5Q (63726.040000 sec): 3 clusters
  Score: Raw -300253.463111 + Penalty 2545.146570 = -297708.316542
  nChanged 87
		SP:Iteration 6Q (63726.090000 sec): 3 clusters
  Score: Raw -300315.280016 + Penalty 2545.146570 = -297770.133446
  nChanged 83
		SP:Iteration 7Q (63726.130000 sec): 3 clusters
  Score: Raw -300377.465578 + Penalty 2545.146570 = -297832.319009
  nChanged 72
		SP:Iteration 8Q (63726.180000 sec): 3 clusters
  Score: Raw -300421.159673 + Penalty 2545.146570 = -297876.013103
  nChanged 67
		SP:Iteration 9Q (63726.220000 sec): 3 clusters
  Score: Raw -300461.729941 + Penalty 2545.146570 = -297916.583371
  nChanged 71
		SP:Iteration 10Q (63726.270000 sec): 3 clusters
  Score: Raw -300518.747817 + Penalty 2545.146570 = -297973.601247
  nChanged 90
		SP:Iteration 11Q (63726.320000 sec): 3 clusters
  Score: Raw -300589.887862 + Penalty 2545.146570 = -298044.741292
  nChanged 97
		SP:Iteration 12Q (63726.360000 sec): 3 clusters
  Score: Raw -300668.572455 + Penalty 2545.146570 = -298123.425886
  nChanged 79
		SP:Iteration 13Q (63726.410000 sec): 3 clusters
  Score: Raw -300727.865362 + Penalty 2545.146570 = -298182.718793
  nChanged 65
		SP:Iteration 14Q (63726.450000 sec): 3 clusters
  Score: Raw -300773.298417 + Penalty 2545.146570 = -298228.151847
  nChanged 45
		SP:Iteration 15Q (63726.500000 sec): 3 clusters
  Score: Raw -300812.954214 + Penalty 2545.146570 = -298267.807644
  nChanged 44
		SP:Iteration 16Q (63726.540000 sec): 3 clusters
  Score: Raw -300849.279717 + Penalty 2545.146570 = -298304.133148
  nChanged 32
		SP:Iteration 17Q (63726.590000 sec): 3 clusters
  Score: Raw -300876.184751 + Penalty 2545.146570 = -298331.038181
  nChanged 21
		SP:Iteration 18Q (63726.630000 sec): 3 clusters
  Score: Raw -300891.440196 + Penalty 2545.146570 = -298346.293627
  nChanged 20
		SP:Iteration 19Q (63726.680000 sec): 3 clusters
  Score: Raw -300905.723601 + Penalty 2545.146570 = -298360.577031
  nChanged 14
		SP:Iteration 20F (63726.720000 sec): 3 clusters
  Score: Raw -300914.905840 + Penalty 2545.146570 = -298369.759270
  nChanged 8
		SP:Iteration 21Q (63726.760000 sec): 3 clusters
  Score: Raw -300919.736936 + Penalty 2545.146570 = -298374.590367
  nChanged 5
		SP:Iteration 22Q (63726.810000 sec): 3 clusters
  Score: Raw -300922.268406 + Penalty 2545.146570 = -298377.121837
  nChanged 3
		SP:Iteration 23Q (63726.860000 sec): 3 clusters
  Score: Raw -300923.269128 + Penalty 2545.146570 = -298378.122558
  nChanged 3
		SP:Iteration 24Q (63726.900000 sec): 3 clusters
  Score: Raw -300924.644447 + Penalty 2545.146570 = -298379.497878
  nChanged 3
		SP:Iteration 25Q (63726.940000 sec): 3 clusters
  Score: Raw -300926.496857 + Penalty 2545.146570 = -298381.350287
  nChanged 2
		SP:Iteration 26Q (63726.990000 sec): 3 clusters
  Score: Raw -300927.326636 + Penalty 2545.146570 = -298382.180067
  nChanged 1
		SP:Iteration 27Q (63727.030000 sec): 3 clusters
  Score: Raw -300927.643255 + Penalty 2545.146570 = -298382.496685
  nChanged 0
		SP:Iteration 28F (63727.080000 sec): 3 clusters
  Score: Raw -300927.643255 + Penalty 2545.146570 = -298382.496685
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 52 (14621 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63727.270000 sec): 2 clusters
  Score: Raw -1744638.097921 + Penalty 1558.409796 = -1743079.688125
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63727.470000 sec): 3 clusters
  Score: Raw -1735985.121569 + Penalty 3116.819592 = -1732868.301976
  nChanged 6487
		SP:Iteration 1F (63727.670000 sec): 3 clusters
  Score: Raw -1739393.624612 + Penalty 3116.819592 = -1736276.805020
  nChanged 755
		SP:Iteration 2F (63727.860000 sec): 3 clusters
  Score: Raw -1739665.617887 + Penalty 3116.819592 = -1736548.798295
  nChanged 644
		SP:Iteration 3Q (63728.060000 sec): 3 clusters
  Score: Raw -1739885.060190 + Penalty 3116.819592 = -1736768.240597
  nChanged 565
		SP:Iteration 4Q (63728.260000 sec): 3 clusters
  Score: Raw -1740054.696774 + Penalty 3116.819592 = -1736937.877181
  nChanged 523
		SP:Iteration 5Q (63728.460000 sec): 3 clusters
  Score: Raw -1740235.662904 + Penalty 3116.819592 = -1737118.843311
  nChanged 582
		SP:Iteration 6Q (63728.660000 sec): 3 clusters
  Score: Raw -1740468.882893 + Penalty 3116.819592 = -1737352.063301
  nChanged 665
		SP:Iteration 7Q (63728.860000 sec): 3 clusters
  Score: Raw -1740779.281753 + Penalty 3116.819592 = -1737662.462160
  nChanged 748
		SP:Iteration 8F (63729.100000 sec): 3 clusters
  Score: Raw -1741179.694411 + Penalty 3116.819592 = -1738062.874818
  nChanged 844
		SP:Iteration 9F (63729.300000 sec): 3 clusters
  Score: Raw -1741712.140799 + Penalty 3116.819592 = -1738595.321207
  nChanged 894
		SP:Iteration 10F (63729.500000 sec): 3 clusters
  Score: Raw -1742340.504457 + Penalty 3116.819592 = -1739223.684864
  nChanged 808
		SP:Iteration 11F (63729.690000 sec): 3 clusters
  Score: Raw -1742961.278274 + Penalty 3116.819592 = -1739844.458681
  nChanged 710
		SP:Iteration 12Q (63729.890000 sec): 3 clusters
  Score: Raw -1743554.591799 + Penalty 3116.819592 = -1740437.772207
  nChanged 558
		SP:Iteration 13Q (63730.090000 sec): 3 clusters
  Score: Raw -1744019.139821 + Penalty 3116.819592 = -1740902.320228
  nChanged 349
		SP:Iteration 14Q (63730.290000 sec): 3 clusters
  Score: Raw -1744309.330741 + Penalty 3116.819592 = -1741192.511148
  nChanged 244
		SP:Iteration 15Q (63730.470000 sec): 3 clusters
  Score: Raw -1744519.471243 + Penalty 3116.819592 = -1741402.651651
  nChanged 135
		SP:Iteration 16Q (63730.710000 sec): 3 clusters
  Score: Raw -1744640.906832 + Penalty 3116.819592 = -1741524.087239
  nChanged 90
		SP:Iteration 17Q (63730.900000 sec): 3 clusters
  Score: Raw -1744727.612416 + Penalty 3116.819592 = -1741610.792824
  nChanged 50
		SP:Iteration 18Q (63731.080000 sec): 3 clusters
  Score: Raw -1744781.182724 + Penalty 3116.819592 = -1741664.363132
  nChanged 29
		SP:Iteration 19Q (63731.310000 sec): 3 clusters
  Score: Raw -1744807.644384 + Penalty 3116.819592 = -1741690.824792
  nChanged 12
		SP:Iteration 20F (63731.510000 sec): 3 clusters
  Score: Raw -1744817.616221 + Penalty 3116.819592 = -1741700.796628
  nChanged 5
		SP:Iteration 21Q (63731.680000 sec): 3 clusters
  Score: Raw -1744821.754866 + Penalty 3116.819592 = -1741704.935273
  nChanged 7
		SP:Iteration 22Q (63731.910000 sec): 3 clusters
  Score: Raw -1744829.388322 + Penalty 3116.819592 = -1741712.568730
  nChanged 4
		SP:Iteration 23Q (63732.090000 sec): 3 clusters
  Score: Raw -1744834.786786 + Penalty 3116.819592 = -1741717.967194
  nChanged 6
		SP:Iteration 24Q (63732.270000 sec): 3 clusters
  Score: Raw -1744839.079554 + Penalty 3116.819592 = -1741722.259961
  nChanged 3
		SP:Iteration 25Q (63732.490000 sec): 3 clusters
  Score: Raw -1744841.580853 + Penalty 3116.819592 = -1741724.761261
  nChanged 2
		SP:Iteration 26Q (63732.730000 sec): 3 clusters
  Score: Raw -1744842.596197 + Penalty 3116.819592 = -1741725.776604
  nChanged 1
		SP:Iteration 27Q (63732.920000 sec): 3 clusters
  Score: Raw -1744843.730411 + Penalty 3116.819592 = -1741726.910819
  nChanged 1
		SP:Iteration 28Q (63733.150000 sec): 3 clusters
  Score: Raw -1744845.115983 + Penalty 3116.819592 = -1741728.296391
  nChanged 2
		SP:Iteration 29Q (63733.330000 sec): 3 clusters
  Score: Raw -1744846.659207 + Penalty 3116.819592 = -1741729.839614
  nChanged 1
		SP:Iteration 30Q (63733.510000 sec): 3 clusters
  Score: Raw -1744847.789120 + Penalty 3116.819592 = -1741730.969528
  nChanged 2
		SP:Iteration 31Q (63733.730000 sec): 3 clusters
  Score: Raw -1744850.205932 + Penalty 3116.819592 = -1741733.386339
  nChanged 2
		SP:Iteration 32Q (63733.960000 sec): 3 clusters
  Score: Raw -1744851.986148 + Penalty 3116.819592 = -1741735.166556
  nChanged 1
		SP:Iteration 33Q (63734.140000 sec): 3 clusters
  Score: Raw -1744854.132102 + Penalty 3116.819592 = -1741737.312510
  nChanged 3
		SP:Iteration 34Q (63734.320000 sec): 3 clusters
  Score: Raw -1744856.143217 + Penalty 3116.819592 = -1741739.323624
  nChanged 1
		SP:Iteration 35Q (63734.550000 sec): 3 clusters
  Score: Raw -1744857.331777 + Penalty 3116.819592 = -1741740.512185
  nChanged 2
		SP:Iteration 36Q (63734.770000 sec): 3 clusters
  Score: Raw -1744858.587767 + Penalty 3116.819592 = -1741741.768174
  nChanged 2
		SP:Iteration 37Q (63734.980000 sec): 3 clusters
  Score: Raw -1744861.414309 + Penalty 3116.819592 = -1741744.594717
  nChanged 3
		SP:Iteration 38Q (63735.160000 sec): 3 clusters
  Score: Raw -1744865.319575 + Penalty 3116.819592 = -1741748.499982
  nChanged 4
		SP:Iteration 39Q (63735.330000 sec): 3 clusters
  Score: Raw -1744869.256122 + Penalty 3116.819592 = -1741752.436530
  nChanged 3
		SP:Iteration 40F (63735.570000 sec): 3 clusters
  Score: Raw -1744870.673478 + Penalty 3116.819592 = -1741753.853886
  nChanged 1
		SP:Iteration 41Q (63735.750000 sec): 3 clusters
  Score: Raw -1744871.723267 + Penalty 3116.819592 = -1741754.903674
  nChanged 0
		SP:Iteration 42F (63736.000000 sec): 3 clusters
  Score: Raw -1744871.723267 + Penalty 3116.819592 = -1741754.903674
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 53 (5581 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63736.080000 sec): 2 clusters
  Score: Raw -699442.474517 + Penalty 1401.907528 = -698040.566989
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63736.180000 sec): 3 clusters
  Score: Raw -696464.815432 + Penalty 2803.815057 = -693661.000375
  nChanged 2270
		SP:Iteration 1F (63736.280000 sec): 3 clusters
  Score: Raw -697753.024237 + Penalty 2803.815057 = -694949.209180
  nChanged 415
		SP:Iteration 2F (63736.370000 sec): 3 clusters
  Score: Raw -697968.905502 + Penalty 2803.815057 = -695165.090445
  nChanged 308
		SP:Iteration 3F (63736.470000 sec): 3 clusters
  Score: Raw -698123.997255 + Penalty 2803.815057 = -695320.182199
  nChanged 251
		SP:Iteration 4Q (63736.570000 sec): 3 clusters
  Score: Raw -698224.460396 + Penalty 2803.815057 = -695420.645339
  nChanged 197
		SP:Iteration 5Q (63736.670000 sec): 3 clusters
  Score: Raw -698304.597029 + Penalty 2803.815057 = -695500.781973
  nChanged 183
		SP:Iteration 6Q (63736.760000 sec): 3 clusters
  Score: Raw -698388.107023 + Penalty 2803.815057 = -695584.291966
  nChanged 196
		SP:Iteration 7Q (63736.860000 sec): 3 clusters
  Score: Raw -698478.112282 + Penalty 2803.815057 = -695674.297226
  nChanged 210
		SP:Iteration 8Q (63736.950000 sec): 3 clusters
  Score: Raw -698592.415549 + Penalty 2803.815057 = -695788.600493
  nChanged 240
		SP:Iteration 9Q (63737.050000 sec): 3 clusters
  Score: Raw -698720.778785 + Penalty 2803.815057 = -695916.963729
  nChanged 201
		SP:Iteration 10Q (63737.150000 sec): 3 clusters
  Score: Raw -698830.410937 + Penalty 2803.815057 = -696026.595880
  nChanged 192
		SP:Iteration 11Q (63737.240000 sec): 3 clusters
  Score: Raw -698936.357682 + Penalty 2803.815057 = -696132.542625
  nChanged 167
		SP:Iteration 12Q (63737.340000 sec): 3 clusters
  Score: Raw -699032.996788 + Penalty 2803.815057 = -696229.181732
  nChanged 152
		SP:Iteration 13Q (63737.440000 sec): 3 clusters
  Score: Raw -699114.094397 + Penalty 2803.815057 = -696310.279340
  nChanged 121
		SP:Iteration 14Q (63737.530000 sec): 3 clusters
  Score: Raw -699177.493801 + Penalty 2803.815057 = -696373.678745
  nChanged 103
		SP:Iteration 15Q (63737.630000 sec): 3 clusters
  Score: Raw -699231.030354 + Penalty 2803.815057 = -696427.215297
  nChanged 89
		SP:Iteration 16Q (63737.730000 sec): 3 clusters
  Score: Raw -699277.492674 + Penalty 2803.815057 = -696473.677618
  nChanged 71
		SP:Iteration 17Q (63737.820000 sec): 3 clusters
  Score: Raw -699314.931961 + Penalty 2803.815057 = -696511.116904
  nChanged 63
		SP:Iteration 18Q (63737.920000 sec): 3 clusters
  Score: Raw -699348.291113 + Penalty 2803.815057 = -696544.476057
  nChanged 49
		SP:Iteration 19Q (63738.010000 sec): 3 clusters
  Score: Raw -699377.515847 + Penalty 2803.815057 = -696573.700791
  nChanged 37
		SP:Iteration 20F (63738.110000 sec): 3 clusters
  Score: Raw -699395.857974 + Penalty 2803.815057 = -696592.042917
  nChanged 35
		SP:Iteration 21Q (63738.210000 sec): 3 clusters
  Score: Raw -699411.844746 + Penalty 2803.815057 = -696608.029689
  nChanged 24
		SP:Iteration 22Q (63738.300000 sec): 3 clusters
  Score: Raw -699424.751904 + Penalty 2803.815057 = -696620.936847
  nChanged 27
		SP:Iteration 23Q (63738.390000 sec): 3 clusters
  Score: Raw -699440.364912 + Penalty 2803.815057 = -696636.549856
  nChanged 26
		SP:Iteration 24Q (63738.490000 sec): 3 clusters
  Score: Raw -699459.769098 + Penalty 2803.815057 = -696655.954041
  nChanged 24
		SP:Iteration 25Q (63738.590000 sec): 3 clusters
  Score: Raw -699477.102342 + Penalty 2803.815057 = -696673.287286
  nChanged 24
		SP:Iteration 26Q (63738.680000 sec): 3 clusters
  Score: Raw -699493.375143 + Penalty 2803.815057 = -696689.560087
  nChanged 20
		SP:Iteration 27Q (63738.770000 sec): 3 clusters
  Score: Raw -699505.615549 + Penalty 2803.815057 = -696701.800492
  nChanged 12
		SP:Iteration 28Q (63738.860000 sec): 3 clusters
  Score: Raw -699511.810542 + Penalty 2803.815057 = -696707.995486
  nChanged 10
		SP:Iteration 29Q (63738.950000 sec): 3 clusters
  Score: Raw -699519.048218 + Penalty 2803.815057 = -696715.233162
  nChanged 6
		SP:Iteration 30Q (63739.050000 sec): 3 clusters
  Score: Raw -699522.314750 + Penalty 2803.815057 = -696718.499694
  nChanged 8
		SP:Iteration 31Q (63739.140000 sec): 3 clusters
  Score: Raw -699526.638515 + Penalty 2803.815057 = -696722.823459
  nChanged 8
		SP:Iteration 32Q (63739.240000 sec): 3 clusters
  Score: Raw -699531.772158 + Penalty 2803.815057 = -696727.957101
  nChanged 6
		SP:Iteration 33Q (63739.330000 sec): 3 clusters
  Score: Raw -699534.906921 + Penalty 2803.815057 = -696731.091864
  nChanged 6
		SP:Iteration 34Q (63739.420000 sec): 3 clusters
  Score: Raw -699540.728071 + Penalty 2803.815057 = -696736.913014
  nChanged 8
		SP:Iteration 35Q (63739.520000 sec): 3 clusters
  Score: Raw -699547.695061 + Penalty 2803.815057 = -696743.880004
  nChanged 6
		SP:Iteration 36Q (63739.610000 sec): 3 clusters
  Score: Raw -699552.046974 + Penalty 2803.815057 = -696748.231917
  nChanged 7
		SP:Iteration 37Q (63739.710000 sec): 3 clusters
  Score: Raw -699556.097156 + Penalty 2803.815057 = -696752.282099
  nChanged 8
		SP:Iteration 38Q (63739.790000 sec): 3 clusters
  Score: Raw -699560.590763 + Penalty 2803.815057 = -696756.775706
  nChanged 4
		SP:Iteration 39Q (63739.890000 sec): 3 clusters
  Score: Raw -699563.776269 + Penalty 2803.815057 = -696759.961213
  nChanged 5
		SP:Iteration 40F (63739.990000 sec): 3 clusters
  Score: Raw -699566.680742 + Penalty 2803.815057 = -696762.865685
  nChanged 2
		SP:Iteration 41Q (63740.080000 sec): 3 clusters
  Score: Raw -699568.295434 + Penalty 2803.815057 = -696764.480377
  nChanged 3
		SP:Iteration 42Q (63740.170000 sec): 3 clusters
  Score: Raw -699570.070616 + Penalty 2803.815057 = -696766.255559
  nChanged 5
		SP:Iteration 43Q (63740.270000 sec): 3 clusters
  Score: Raw -699572.907677 + Penalty 2803.815057 = -696769.092620
  nChanged 2
		SP:Iteration 44Q (63740.360000 sec): 3 clusters
  Score: Raw -699574.175531 + Penalty 2803.815057 = -696770.360475
  nChanged 2
		SP:Iteration 45Q (63740.450000 sec): 3 clusters
  Score: Raw -699576.046109 + Penalty 2803.815057 = -696772.231052
  nChanged 3
		SP:Iteration 46Q (63740.540000 sec): 3 clusters
  Score: Raw -699577.826696 + Penalty 2803.815057 = -696774.011640
  nChanged 3
		SP:Iteration 47Q (63740.630000 sec): 3 clusters
  Score: Raw -699579.794581 + Penalty 2803.815057 = -696775.979524
  nChanged 3
		SP:Iteration 48Q (63740.720000 sec): 3 clusters
  Score: Raw -699581.175845 + Penalty 2803.815057 = -696777.360789
  nChanged 3
		SP:Iteration 49Q (63740.820000 sec): 3 clusters
  Score: Raw -699583.054360 + Penalty 2803.815057 = -696779.239304
  nChanged 2
		SP:Iteration 50Q (63740.920000 sec): 3 clusters
  Score: Raw -699585.116665 + Penalty 2803.815057 = -696781.301609
  nChanged 1
		SP:Iteration 51Q (63741.000000 sec): 3 clusters
  Score: Raw -699585.913840 + Penalty 2803.815057 = -696782.098784
  nChanged 2
		SP:Iteration 52Q (63741.100000 sec): 3 clusters
  Score: Raw -699587.645052 + Penalty 2803.815057 = -696783.829995
  nChanged 4
		SP:Iteration 53Q (63741.190000 sec): 3 clusters
  Score: Raw -699591.402428 + Penalty 2803.815057 = -696787.587372
  nChanged 4
		SP:Iteration 54Q (63741.280000 sec): 3 clusters
  Score: Raw -699596.220094 + Penalty 2803.815057 = -696792.405037
  nChanged 8
		SP:Iteration 55Q (63741.370000 sec): 3 clusters
  Score: Raw -699605.996706 + Penalty 2803.815057 = -696802.181649
  nChanged 8
		SP:Iteration 56Q (63741.460000 sec): 3 clusters
  Score: Raw -699613.112619 + Penalty 2803.815057 = -696809.297562
  nChanged 7
		SP:Iteration 57Q (63741.550000 sec): 3 clusters
  Score: Raw -699618.448844 + Penalty 2803.815057 = -696814.633787
  nChanged 3
		SP:Iteration 58Q (63741.640000 sec): 3 clusters
  Score: Raw -699620.937488 + Penalty 2803.815057 = -696817.122431
  nChanged 3
		SP:Iteration 59Q (63741.730000 sec): 3 clusters
  Score: Raw -699623.303830 + Penalty 2803.815057 = -696819.488774
  nChanged 2
		SP:Iteration 60F (63741.830000 sec): 3 clusters
  Score: Raw -699624.646677 + Penalty 2803.815057 = -696820.831621
  nChanged 2
		SP:Iteration 61Q (63741.920000 sec): 3 clusters
  Score: Raw -699626.128533 + Penalty 2803.815057 = -696822.313476
  nChanged 1
		SP:Iteration 62Q (63742.010000 sec): 3 clusters
  Score: Raw -699626.800128 + Penalty 2803.815057 = -696822.985071
  nChanged 1
		SP:Iteration 63Q (63742.100000 sec): 3 clusters
  Score: Raw -699627.170967 + Penalty 2803.815057 = -696823.355911
  nChanged 0
		SP:Iteration 64F (63742.200000 sec): 3 clusters
  Score: Raw -699627.170967 + Penalty 2803.815057 = -696823.355911
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 54 (20583 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63742.420000 sec): 2 clusters
  Score: Raw -2383664.776274 + Penalty 1613.985875 = -2382050.790399
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63742.720000 sec): 3 clusters
  Score: Raw -2371156.292914 + Penalty 3227.971751 = -2367928.321164
  nChanged 9475
		SP:Iteration 1F (63742.970000 sec): 3 clusters
  Score: Raw -2376751.931652 + Penalty 3227.971751 = -2373523.959901
  nChanged 1374
		SP:Iteration 2F (63743.210000 sec): 3 clusters
  Score: Raw -2377609.227321 + Penalty 3227.971751 = -2374381.255571
  nChanged 1434
		SP:Iteration 3F (63743.490000 sec): 3 clusters
  Score: Raw -2378503.157546 + Penalty 3227.971751 = -2375275.185795
  nChanged 1338
		SP:Iteration 4F (63743.760000 sec): 3 clusters
  Score: Raw -2379271.207539 + Penalty 3227.971751 = -2376043.235788
  nChanged 1183
		SP:Iteration 5F (63744.010000 sec): 3 clusters
  Score: Raw -2379938.941988 + Penalty 3227.971751 = -2376710.970238
  nChanged 1055
		SP:Iteration 6F (63744.280000 sec): 3 clusters
  Score: Raw -2380526.816347 + Penalty 3227.971751 = -2377298.844597
  nChanged 919
		SP:Iteration 7Q (63744.520000 sec): 3 clusters
  Score: Raw -2381057.269635 + Penalty 3227.971751 = -2377829.297884
  nChanged 812
		SP:Iteration 8Q (63744.770000 sec): 3 clusters
  Score: Raw -2381506.217830 + Penalty 3227.971751 = -2378278.246079
  nChanged 726
		SP:Iteration 9Q (63745.030000 sec): 3 clusters
  Score: Raw -2381940.246690 + Penalty 3227.971751 = -2378712.274939
  nChanged 682
		SP:Iteration 10Q (63745.310000 sec): 3 clusters
  Score: Raw -2382374.330638 + Penalty 3227.971751 = -2379146.358888
  nChanged 598
		SP:Iteration 11Q (63745.570000 sec): 3 clusters
  Score: Raw -2382786.226852 + Penalty 3227.971751 = -2379558.255101
  nChanged 560
		SP:Iteration 12Q (63745.820000 sec): 3 clusters
  Score: Raw -2383203.303687 + Penalty 3227.971751 = -2379975.331936
  nChanged 500
		SP:Iteration 13Q (63746.060000 sec): 3 clusters
  Score: Raw -2383563.906281 + Penalty 3227.971751 = -2380335.934530
  nChanged 421
		SP:Iteration 14Q (63746.320000 sec): 3 clusters
  Score: Raw -2383833.028667 + Penalty 3227.971751 = -2380605.056916
  nChanged 351
		SP:Iteration 15Q (63746.570000 sec): 3 clusters
  Score: Raw -2384053.713767 + Penalty 3227.971751 = -2380825.742016
  nChanged 283
		SP:Iteration 16Q (63746.820000 sec): 3 clusters
  Score: Raw -2384211.762055 + Penalty 3227.971751 = -2380983.790304
  nChanged 225
		SP:Iteration 17Q (63747.060000 sec): 3 clusters
  Score: Raw -2384318.090239 + Penalty 3227.971751 = -2381090.118488
  nChanged 172
		SP:Iteration 18Q (63747.290000 sec): 3 clusters
  Score: Raw -2384383.516416 + Penalty 3227.971751 = -2381155.544666
  nChanged 134
		SP:Iteration 19Q (63747.520000 sec): 3 clusters
  Score: Raw -2384428.866976 + Penalty 3227.971751 = -2381200.895225
  nChanged 106
		SP:Iteration 20F (63747.790000 sec): 3 clusters
  Score: Raw -2384471.442522 + Penalty 3227.971751 = -2381243.470771
  nChanged 110
		SP:Iteration 21Q (63748.040000 sec): 3 clusters
  Score: Raw -2384514.626135 + Penalty 3227.971751 = -2381286.654384
  nChanged 95
		SP:Iteration 22Q (63748.290000 sec): 3 clusters
  Score: Raw -2384557.249430 + Penalty 3227.971751 = -2381329.277680
  nChanged 91
		SP:Iteration 23Q (63748.520000 sec): 3 clusters
  Score: Raw -2384603.404804 + Penalty 3227.971751 = -2381375.433053
  nChanged 87
		SP:Iteration 24Q (63748.770000 sec): 3 clusters
  Score: Raw -2384662.472504 + Penalty 3227.971751 = -2381434.500754
  nChanged 81
		SP:Iteration 25Q (63749.020000 sec): 3 clusters
  Score: Raw -2384703.439909 + Penalty 3227.971751 = -2381475.468158
  nChanged 65
		SP:Iteration 26Q (63749.270000 sec): 3 clusters
  Score: Raw -2384729.322164 + Penalty 3227.971751 = -2381501.350413
  nChanged 45
		SP:Iteration 27Q (63749.500000 sec): 3 clusters
  Score: Raw -2384747.049558 + Penalty 3227.971751 = -2381519.077807
  nChanged 48
		SP:Iteration 28Q (63749.750000 sec): 3 clusters
  Score: Raw -2384766.601958 + Penalty 3227.971751 = -2381538.630207
  nChanged 44
		SP:Iteration 29Q (63750.000000 sec): 3 clusters
  Score: Raw -2384777.546657 + Penalty 3227.971751 = -2381549.574906
  nChanged 33
		SP:Iteration 30Q (63750.230000 sec): 3 clusters
  Score: Raw -2384786.612064 + Penalty 3227.971751 = -2381558.640313
  nChanged 30
		SP:Iteration 31Q (63750.450000 sec): 3 clusters
  Score: Raw -2384794.427099 + Penalty 3227.971751 = -2381566.455348
  nChanged 27
		SP:Iteration 32Q (63750.680000 sec): 3 clusters
  Score: Raw -2384803.521469 + Penalty 3227.971751 = -2381575.549718
  nChanged 30
		SP:Iteration 33Q (63750.930000 sec): 3 clusters
  Score: Raw -2384816.459004 + Penalty 3227.971751 = -2381588.487253
  nChanged 35
		SP:Iteration 34Q (63751.180000 sec): 3 clusters
  Score: Raw -2384831.404685 + Penalty 3227.971751 = -2381603.432934
  nChanged 43
		SP:Iteration 35Q (63751.430000 sec): 3 clusters
  Score: Raw -2384847.623072 + Penalty 3227.971751 = -2381619.651322
  nChanged 32
		SP:Iteration 36Q (63751.660000 sec): 3 clusters
  Score: Raw -2384856.325669 + Penalty 3227.971751 = -2381628.353918
  nChanged 24
		SP:Iteration 37Q (63751.910000 sec): 3 clusters
  Score: Raw -2384864.343174 + Penalty 3227.971751 = -2381636.371423
  nChanged 29
		SP:Iteration 38Q (63752.160000 sec): 3 clusters
  Score: Raw -2384873.657733 + Penalty 3227.971751 = -2381645.685982
  nChanged 25
		SP:Iteration 39Q (63752.390000 sec): 3 clusters
  Score: Raw -2384880.582477 + Penalty 3227.971751 = -2381652.610727
  nChanged 18
		SP:Iteration 40F (63752.660000 sec): 3 clusters
  Score: Raw -2384886.765160 + Penalty 3227.971751 = -2381658.793409
  nChanged 21
		SP:Iteration 41Q (63752.970000 sec): 3 clusters
  Score: Raw -2384896.203855 + Penalty 3227.971751 = -2381668.232104
  nChanged 22
		SP:Iteration 42Q (63753.210000 sec): 3 clusters
  Score: Raw -2384903.395170 + Penalty 3227.971751 = -2381675.423419
  nChanged 23
		SP:Iteration 43Q (63753.440000 sec): 3 clusters
  Score: Raw -2384910.905142 + Penalty 3227.971751 = -2381682.933392
  nChanged 20
		SP:Iteration 44Q (63753.670000 sec): 3 clusters
  Score: Raw -2384918.109120 + Penalty 3227.971751 = -2381690.137369
  nChanged 15
		SP:Iteration 45Q (63753.920000 sec): 3 clusters
  Score: Raw -2384923.833549 + Penalty 3227.971751 = -2381695.861798
  nChanged 26
		SP:Iteration 46Q (63754.160000 sec): 3 clusters
  Score: Raw -2384929.954118 + Penalty 3227.971751 = -2381701.982367
  nChanged 23
		SP:Iteration 47Q (63754.390000 sec): 3 clusters
  Score: Raw -2384935.297879 + Penalty 3227.971751 = -2381707.326129
  nChanged 27
		SP:Iteration 48Q (63754.640000 sec): 3 clusters
  Score: Raw -2384942.724489 + Penalty 3227.971751 = -2381714.752738
  nChanged 23
		SP:Iteration 49Q (63754.900000 sec): 3 clusters
  Score: Raw -2384947.312937 + Penalty 3227.971751 = -2381719.341186
  nChanged 18
		SP:Iteration 50Q (63755.150000 sec): 3 clusters
  Score: Raw -2384951.148688 + Penalty 3227.971751 = -2381723.176937
  nChanged 19
		SP:Iteration 51Q (63755.380000 sec): 3 clusters
  Score: Raw -2384955.591376 + Penalty 3227.971751 = -2381727.619625
  nChanged 19
		SP:Iteration 52Q (63755.600000 sec): 3 clusters
  Score: Raw -2384959.616519 + Penalty 3227.971751 = -2381731.644769
  nChanged 19
		SP:Iteration 53Q (63755.830000 sec): 3 clusters
  Score: Raw -2384963.613863 + Penalty 3227.971751 = -2381735.642113
  nChanged 10
		SP:Iteration 54Q (63756.080000 sec): 3 clusters
  Score: Raw -2384965.929595 + Penalty 3227.971751 = -2381737.957845
  nChanged 9
		SP:Iteration 55Q (63756.330000 sec): 3 clusters
  Score: Raw -2384967.191943 + Penalty 3227.971751 = -2381739.220192
  nChanged 8
		SP:Iteration 56Q (63756.570000 sec): 3 clusters
  Score: Raw -2384968.149924 + Penalty 3227.971751 = -2381740.178173
  nChanged 6
		SP:Iteration 57Q (63756.810000 sec): 3 clusters
  Score: Raw -2384968.840435 + Penalty 3227.971751 = -2381740.868684
  nChanged 4
		SP:Iteration 58Q (63757.060000 sec): 3 clusters
  Score: Raw -2384969.287069 + Penalty 3227.971751 = -2381741.315318
  nChanged 2
		SP:Iteration 59Q (63757.310000 sec): 3 clusters
  Score: Raw -2384969.785241 + Penalty 3227.971751 = -2381741.813490
  nChanged 6
		SP:Iteration 60F (63757.600000 sec): 3 clusters
  Score: Raw -2384970.646316 + Penalty 3227.971751 = -2381742.674566
  nChanged 5
		SP:Iteration 61Q (63757.820000 sec): 3 clusters
  Score: Raw -2384972.133259 + Penalty 3227.971751 = -2381744.161508
  nChanged 4
		SP:Iteration 62Q (63758.080000 sec): 3 clusters
  Score: Raw -2384972.592327 + Penalty 3227.971751 = -2381744.620577
  nChanged 2
		SP:Iteration 63Q (63758.340000 sec): 3 clusters
  Score: Raw -2384972.849486 + Penalty 3227.971751 = -2381744.877736
  nChanged 1
		SP:Iteration 64Q (63758.600000 sec): 3 clusters
  Score: Raw -2384972.988222 + Penalty 3227.971751 = -2381745.016471
  nChanged 2
		SP:Iteration 65Q (63758.860000 sec): 3 clusters
  Score: Raw -2384973.289679 + Penalty 3227.971751 = -2381745.317929
  nChanged 0
		SP:Iteration 66F (63759.110000 sec): 3 clusters
  Score: Raw -2384973.289679 + Penalty 3227.971751 = -2381745.317929
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 55 (4941 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63759.190000 sec): 2 clusters
  Score: Raw -590703.693062 + Penalty 1382.114991 = -589321.578072
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63759.290000 sec): 3 clusters
  Score: Raw -588131.738209 + Penalty 2764.229981 = -585367.508228
  nChanged 1955
		SP:Iteration 1F (63759.380000 sec): 3 clusters
  Score: Raw -589225.289876 + Penalty 2764.229981 = -586461.059895
  nChanged 373
		SP:Iteration 2F (63759.470000 sec): 3 clusters
  Score: Raw -589432.318027 + Penalty 2764.229981 = -586668.088046
  nChanged 264
		SP:Iteration 3F (63759.560000 sec): 3 clusters
  Score: Raw -589584.508285 + Penalty 2764.229981 = -586820.278304
  nChanged 235
		SP:Iteration 4Q (63759.650000 sec): 3 clusters
  Score: Raw -589721.837653 + Penalty 2764.229981 = -586957.607672
  nChanged 205
		SP:Iteration 5Q (63759.740000 sec): 3 clusters
  Score: Raw -589840.931444 + Penalty 2764.229981 = -587076.701463
  nChanged 209
		SP:Iteration 6Q (63759.830000 sec): 3 clusters
  Score: Raw -589959.863288 + Penalty 2764.229981 = -587195.633306
  nChanged 174
		SP:Iteration 7Q (63759.910000 sec): 3 clusters
  Score: Raw -590067.041289 + Penalty 2764.229981 = -587302.811308
  nChanged 159
		SP:Iteration 8Q (63760.000000 sec): 3 clusters
  Score: Raw -590167.325365 + Penalty 2764.229981 = -587403.095384
  nChanged 177
		SP:Iteration 9Q (63760.090000 sec): 3 clusters
  Score: Raw -590295.466473 + Penalty 2764.229981 = -587531.236492
  nChanged 168
		SP:Iteration 10Q (63760.180000 sec): 3 clusters
  Score: Raw -590416.627632 + Penalty 2764.229981 = -587652.397651
  nChanged 134
		SP:Iteration 11Q (63760.260000 sec): 3 clusters
  Score: Raw -590514.795604 + Penalty 2764.229981 = -587750.565622
  nChanged 107
		SP:Iteration 12Q (63760.350000 sec): 3 clusters
  Score: Raw -590600.394712 + Penalty 2764.229981 = -587836.164731
  nChanged 99
		SP:Iteration 13Q (63760.440000 sec): 3 clusters
  Score: Raw -590680.855215 + Penalty 2764.229981 = -587916.625234
  nChanged 67
		SP:Iteration 14Q (63760.530000 sec): 3 clusters
  Score: Raw -590739.783372 + Penalty 2764.229981 = -587975.553391
  nChanged 49
		SP:Iteration 15Q (63760.610000 sec): 3 clusters
  Score: Raw -590780.441602 + Penalty 2764.229981 = -588016.211620
  nChanged 33
		SP:Iteration 16Q (63760.700000 sec): 3 clusters
  Score: Raw -590807.582591 + Penalty 2764.229981 = -588043.352610
  nChanged 26
		SP:Iteration 17Q (63760.780000 sec): 3 clusters
  Score: Raw -590828.644376 + Penalty 2764.229981 = -588064.414395
  nChanged 19
		SP:Iteration 18Q (63760.860000 sec): 3 clusters
  Score: Raw -590847.324550 + Penalty 2764.229981 = -588083.094569
  nChanged 14
		SP:Iteration 19Q (63760.950000 sec): 3 clusters
  Score: Raw -590857.884134 + Penalty 2764.229981 = -588093.654153
  nChanged 7
		SP:Iteration 20F (63761.040000 sec): 3 clusters
  Score: Raw -590862.624703 + Penalty 2764.229981 = -588098.394722
  nChanged 2
		SP:Iteration 21Q (63761.120000 sec): 3 clusters
  Score: Raw -590863.441000 + Penalty 2764.229981 = -588099.211019
  nChanged 1
		SP:Iteration 22Q (63761.210000 sec): 3 clusters
  Score: Raw -590863.739776 + Penalty 2764.229981 = -588099.509795
  nChanged 0
		SP:Iteration 23F (63761.300000 sec): 3 clusters
  Score: Raw -590863.739776 + Penalty 2764.229981 = -588099.509795
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 56 (5706 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63761.380000 sec): 2 clusters
  Score: Raw -641190.826085 + Penalty 1405.506949 = -639785.319136
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63761.490000 sec): 3 clusters
  Score: Raw -638171.039559 + Penalty 2811.013898 = -635360.025662
  nChanged 2391
		SP:Iteration 1F (63761.580000 sec): 3 clusters
  Score: Raw -639547.806409 + Penalty 2811.013898 = -636736.792512
  nChanged 453
		SP:Iteration 2F (63761.680000 sec): 3 clusters
  Score: Raw -639812.170686 + Penalty 2811.013898 = -637001.156788
  nChanged 363
		SP:Iteration 3F (63761.780000 sec): 3 clusters
  Score: Raw -640057.544410 + Penalty 2811.013898 = -637246.530513
  nChanged 335
		SP:Iteration 4F (63761.870000 sec): 3 clusters
  Score: Raw -640288.568692 + Penalty 2811.013898 = -637477.554794
  nChanged 317
		SP:Iteration 5F (63761.970000 sec): 3 clusters
  Score: Raw -640524.580851 + Penalty 2811.013898 = -637713.566953
  nChanged 294
		SP:Iteration 6F (63762.060000 sec): 3 clusters
  Score: Raw -640742.906657 + Penalty 2811.013898 = -637931.892759
  nChanged 255
		SP:Iteration 7Q (63762.160000 sec): 3 clusters
  Score: Raw -640918.342869 + Penalty 2811.013898 = -638107.328972
  nChanged 222
		SP:Iteration 8Q (63762.260000 sec): 3 clusters
  Score: Raw -641057.407369 + Penalty 2811.013898 = -638246.393471
  nChanged 186
		SP:Iteration 9Q (63762.350000 sec): 3 clusters
  Score: Raw -641176.919855 + Penalty 2811.013898 = -638365.905957
  nChanged 171
		SP:Iteration 10Q (63762.450000 sec): 3 clusters
  Score: Raw -641275.173630 + Penalty 2811.013898 = -638464.159732
  nChanged 137
		SP:Iteration 11Q (63762.540000 sec): 3 clusters
  Score: Raw -641357.729449 + Penalty 2811.013898 = -638546.715551
  nChanged 129
		SP:Iteration 12Q (63762.640000 sec): 3 clusters
  Score: Raw -641453.031170 + Penalty 2811.013898 = -638642.017273
  nChanged 124
		SP:Iteration 13Q (63762.740000 sec): 3 clusters
  Score: Raw -641536.459379 + Penalty 2811.013898 = -638725.445481
  nChanged 91
		SP:Iteration 14Q (63762.830000 sec): 3 clusters
  Score: Raw -641594.248850 + Penalty 2811.013898 = -638783.234952
  nChanged 76
		SP:Iteration 15Q (63762.920000 sec): 3 clusters
  Score: Raw -641631.485754 + Penalty 2811.013898 = -638820.471856
  nChanged 45
		SP:Iteration 16Q (63763.020000 sec): 3 clusters
  Score: Raw -641657.680534 + Penalty 2811.013898 = -638846.666636
  nChanged 44
		SP:Iteration 17Q (63763.110000 sec): 3 clusters
  Score: Raw -641687.297952 + Penalty 2811.013898 = -638876.284054
  nChanged 38
		SP:Iteration 18Q (63763.210000 sec): 3 clusters
  Score: Raw -641709.167496 + Penalty 2811.013898 = -638898.153598
  nChanged 30
		SP:Iteration 19Q (63763.300000 sec): 3 clusters
  Score: Raw -641730.988176 + Penalty 2811.013898 = -638919.974278
  nChanged 34
		SP:Iteration 20F (63763.400000 sec): 3 clusters
  Score: Raw -641752.834421 + Penalty 2811.013898 = -638941.820523
  nChanged 23
		SP:Iteration 21Q (63763.490000 sec): 3 clusters
  Score: Raw -641766.829808 + Penalty 2811.013898 = -638955.815910
  nChanged 28
		SP:Iteration 22Q (63763.580000 sec): 3 clusters
  Score: Raw -641782.492866 + Penalty 2811.013898 = -638971.478968
  nChanged 18
		SP:Iteration 23Q (63763.680000 sec): 3 clusters
  Score: Raw -641789.584882 + Penalty 2811.013898 = -638978.570984
  nChanged 10
		SP:Iteration 24Q (63763.770000 sec): 3 clusters
  Score: Raw -641793.540076 + Penalty 2811.013898 = -638982.526178
  nChanged 8
		SP:Iteration 25Q (63763.860000 sec): 3 clusters
  Score: Raw -641798.179472 + Penalty 2811.013898 = -638987.165574
  nChanged 5
		SP:Iteration 26Q (63763.950000 sec): 3 clusters
  Score: Raw -641800.163116 + Penalty 2811.013898 = -638989.149218
  nChanged 3
		SP:Iteration 27Q (63764.040000 sec): 3 clusters
  Score: Raw -641801.706754 + Penalty 2811.013898 = -638990.692856
  nChanged 2
		SP:Iteration 28Q (63764.140000 sec): 3 clusters
  Score: Raw -641802.285185 + Penalty 2811.013898 = -638991.271287
  nChanged 0
		SP:Iteration 29F (63764.230000 sec): 3 clusters
  Score: Raw -641802.285185 + Penalty 2811.013898 = -638991.271287
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 57 (3670 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63764.300000 sec): 2 clusters
  Score: Raw -442973.257077 + Penalty 1333.791378 = -441639.465699
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63764.380000 sec): 3 clusters
  Score: Raw -441160.194323 + Penalty 2667.582756 = -438492.611567
  nChanged 1452
		SP:Iteration 1F (63764.460000 sec): 3 clusters
  Score: Raw -442022.059147 + Penalty 2667.582756 = -439354.476391
  nChanged 330
		SP:Iteration 2F (63764.520000 sec): 3 clusters
  Score: Raw -442270.154719 + Penalty 2667.582756 = -439602.571963
  nChanged 270
		SP:Iteration 3F (63764.590000 sec): 3 clusters
  Score: Raw -442492.843064 + Penalty 2667.582756 = -439825.260308
  nChanged 225
		SP:Iteration 4F (63764.660000 sec): 3 clusters
  Score: Raw -442652.876460 + Penalty 2667.582756 = -439985.293704
  nChanged 165
		SP:Iteration 5Q (63764.720000 sec): 3 clusters
  Score: Raw -442756.316569 + Penalty 2667.582756 = -440088.733813
  nChanged 121
		SP:Iteration 6Q (63764.790000 sec): 3 clusters
  Score: Raw -442829.030208 + Penalty 2667.582756 = -440161.447452
  nChanged 106
		SP:Iteration 7Q (63764.860000 sec): 3 clusters
  Score: Raw -442892.306843 + Penalty 2667.582756 = -440224.724087
  nChanged 72
		SP:Iteration 8Q (63764.920000 sec): 3 clusters
  Score: Raw -442935.945728 + Penalty 2667.582756 = -440268.362972
  nChanged 61
		SP:Iteration 9Q (63764.990000 sec): 3 clusters
  Score: Raw -442965.728014 + Penalty 2667.582756 = -440298.145258
  nChanged 50
		SP:Iteration 10Q (63765.060000 sec): 3 clusters
  Score: Raw -442991.108118 + Penalty 2667.582756 = -440323.525363
  nChanged 45
		SP:Iteration 11Q (63765.120000 sec): 3 clusters
  Score: Raw -443014.911412 + Penalty 2667.582756 = -440347.328656
  nChanged 39
		SP:Iteration 12Q (63765.190000 sec): 3 clusters
  Score: Raw -443034.005884 + Penalty 2667.582756 = -440366.423128
  nChanged 34
		SP:Iteration 13Q (63765.260000 sec): 3 clusters
  Score: Raw -443049.025908 + Penalty 2667.582756 = -440381.443152
  nChanged 29
		SP:Iteration 14Q (63765.320000 sec): 3 clusters
  Score: Raw -443060.290640 + Penalty 2667.582756 = -440392.707884
  nChanged 27
		SP:Iteration 15Q (63765.390000 sec): 3 clusters
  Score: Raw -443071.555011 + Penalty 2667.582756 = -440403.972255
  nChanged 22
		SP:Iteration 16Q (63765.460000 sec): 3 clusters
  Score: Raw -443078.913758 + Penalty 2667.582756 = -440411.331002
  nChanged 22
		SP:Iteration 17Q (63765.530000 sec): 3 clusters
  Score: Raw -443086.316179 + Penalty 2667.582756 = -440418.733423
  nChanged 22
		SP:Iteration 18Q (63765.590000 sec): 3 clusters
  Score: Raw -443094.524784 + Penalty 2667.582756 = -440426.942028
  nChanged 20
		SP:Iteration 19Q (63765.660000 sec): 3 clusters
  Score: Raw -443102.943389 + Penalty 2667.582756 = -440435.360633
  nChanged 15
		SP:Iteration 20F (63765.730000 sec): 3 clusters
  Score: Raw -443110.358802 + Penalty 2667.582756 = -440442.776046
  nChanged 18
		SP:Iteration 21Q (63765.790000 sec): 3 clusters
  Score: Raw -443117.571011 + Penalty 2667.582756 = -440449.988255
  nChanged 11
		SP:Iteration 22Q (63765.860000 sec): 3 clusters
  Score: Raw -443122.041507 + Penalty 2667.582756 = -440454.458752
  nChanged 11
		SP:Iteration 23Q (63765.930000 sec): 3 clusters
  Score: Raw -443128.558330 + Penalty 2667.582756 = -440460.975574
  nChanged 16
		SP:Iteration 24Q (63765.990000 sec): 3 clusters
  Score: Raw -443134.517099 + Penalty 2667.582756 = -440466.934343
  nChanged 13
		SP:Iteration 25Q (63766.060000 sec): 3 clusters
  Score: Raw -443139.418504 + Penalty 2667.582756 = -440471.835748
  nChanged 12
		SP:Iteration 26Q (63766.130000 sec): 3 clusters
  Score: Raw -443142.592431 + Penalty 2667.582756 = -440475.009675
  nChanged 6
		SP:Iteration 27Q (63766.190000 sec): 3 clusters
  Score: Raw -443144.247278 + Penalty 2667.582756 = -440476.664523
  nChanged 4
		SP:Iteration 28Q (63766.260000 sec): 3 clusters
  Score: Raw -443145.177657 + Penalty 2667.582756 = -440477.594901
  nChanged 4
		SP:Iteration 29Q (63766.330000 sec): 3 clusters
  Score: Raw -443146.910074 + Penalty 2667.582756 = -440479.327318
  nChanged 7
		SP:Iteration 30Q (63766.390000 sec): 3 clusters
  Score: Raw -443149.229877 + Penalty 2667.582756 = -440481.647122
  nChanged 4
		SP:Iteration 31Q (63766.460000 sec): 3 clusters
  Score: Raw -443150.403222 + Penalty 2667.582756 = -440482.820466
  nChanged 3
		SP:Iteration 32Q (63766.520000 sec): 3 clusters
  Score: Raw -443151.006794 + Penalty 2667.582756 = -440483.424039
  nChanged 1
		SP:Iteration 33Q (63766.590000 sec): 3 clusters
  Score: Raw -443151.345249 + Penalty 2667.582756 = -440483.762494
  nChanged 1
		SP:Iteration 34Q (63766.660000 sec): 3 clusters
  Score: Raw -443151.527062 + Penalty 2667.582756 = -440483.944306
  nChanged 0
		SP:Iteration 35F (63766.730000 sec): 3 clusters
  Score: Raw -443151.527062 + Penalty 2667.582756 = -440483.944306
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 58 (8863 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63766.830000 sec): 2 clusters
  Score: Raw -1129249.592214 + Penalty 1477.066595 = -1127772.525619
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63766.980000 sec): 3 clusters
  Score: Raw -1124279.487116 + Penalty 2954.133191 = -1121325.353925
  nChanged 3808
		SP:Iteration 1F (63767.130000 sec): 3 clusters
  Score: Raw -1126278.342745 + Penalty 2954.133191 = -1123324.209554
  nChanged 530
		SP:Iteration 2F (63767.250000 sec): 3 clusters
  Score: Raw -1126494.066642 + Penalty 2954.133191 = -1123539.933452
  nChanged 410
		SP:Iteration 3Q (63767.410000 sec): 3 clusters
  Score: Raw -1126653.807429 + Penalty 2954.133191 = -1123699.674238
  nChanged 376
		SP:Iteration 4Q (63767.550000 sec): 3 clusters
  Score: Raw -1126805.872919 + Penalty 2954.133191 = -1123851.739729
  nChanged 390
		SP:Iteration 5Q (63767.680000 sec): 3 clusters
  Score: Raw -1126988.888731 + Penalty 2954.133191 = -1124034.755541
  nChanged 450
		SP:Iteration 6F (63767.820000 sec): 3 clusters
  Score: Raw -1127240.036467 + Penalty 2954.133191 = -1124285.903276
  nChanged 454
		SP:Iteration 7F (63767.950000 sec): 3 clusters
  Score: Raw -1127487.888114 + Penalty 2954.133191 = -1124533.754923
  nChanged 414
		SP:Iteration 8Q (63768.080000 sec): 3 clusters
  Score: Raw -1127711.566078 + Penalty 2954.133191 = -1124757.432888
  nChanged 368
		SP:Iteration 9Q (63768.210000 sec): 3 clusters
  Score: Raw -1127927.315142 + Penalty 2954.133191 = -1124973.181952
  nChanged 347
		SP:Iteration 10Q (63768.340000 sec): 3 clusters
  Score: Raw -1128121.596911 + Penalty 2954.133191 = -1125167.463720
  nChanged 313
		SP:Iteration 11Q (63768.480000 sec): 3 clusters
  Score: Raw -1128316.958562 + Penalty 2954.133191 = -1125362.825371
  nChanged 272
		SP:Iteration 12Q (63768.610000 sec): 3 clusters
  Score: Raw -1128489.566468 + Penalty 2954.133191 = -1125535.433277
  nChanged 247
		SP:Iteration 13Q (63768.750000 sec): 3 clusters
  Score: Raw -1128672.077295 + Penalty 2954.133191 = -1125717.944104
  nChanged 229
		SP:Iteration 14Q (63768.880000 sec): 3 clusters
  Score: Raw -1128835.078574 + Penalty 2954.133191 = -1125880.945383
  nChanged 169
		SP:Iteration 15Q (63769.010000 sec): 3 clusters
  Score: Raw -1128969.003537 + Penalty 2954.133191 = -1126014.870346
  nChanged 141
		SP:Iteration 16Q (63769.140000 sec): 3 clusters
  Score: Raw -1129091.322516 + Penalty 2954.133191 = -1126137.189326
  nChanged 97
		SP:Iteration 17Q (63769.250000 sec): 3 clusters
  Score: Raw -1129184.330833 + Penalty 2954.133191 = -1126230.197643
  nChanged 70
		SP:Iteration 18Q (63769.380000 sec): 3 clusters
  Score: Raw -1129262.214178 + Penalty 2954.133191 = -1126308.080987
  nChanged 47
		SP:Iteration 19Q (63769.500000 sec): 3 clusters
  Score: Raw -1129317.389378 + Penalty 2954.133191 = -1126363.256187
  nChanged 36
		SP:Iteration 20F (63769.640000 sec): 3 clusters
  Score: Raw -1129358.433727 + Penalty 2954.133191 = -1126404.300536
  nChanged 20
		SP:Iteration 21Q (63769.760000 sec): 3 clusters
  Score: Raw -1129377.022796 + Penalty 2954.133191 = -1126422.889605
  nChanged 15
		SP:Iteration 22Q (63769.890000 sec): 3 clusters
  Score: Raw -1129394.432502 + Penalty 2954.133191 = -1126440.299311
  nChanged 12
		SP:Iteration 23Q (63770.020000 sec): 3 clusters
  Score: Raw -1129407.951659 + Penalty 2954.133191 = -1126453.818469
  nChanged 11
		SP:Iteration 24Q (63770.140000 sec): 3 clusters
  Score: Raw -1129420.059827 + Penalty 2954.133191 = -1126465.926636
  nChanged 8
		SP:Iteration 25Q (63770.270000 sec): 3 clusters
  Score: Raw -1129428.133040 + Penalty 2954.133191 = -1126473.999849
  nChanged 4
		SP:Iteration 26Q (63770.390000 sec): 3 clusters
  Score: Raw -1129435.306070 + Penalty 2954.133191 = -1126481.172879
  nChanged 6
		SP:Iteration 27Q (63770.520000 sec): 3 clusters
  Score: Raw -1129443.401493 + Penalty 2954.133191 = -1126489.268302
  nChanged 3
		SP:Iteration 28Q (63770.640000 sec): 3 clusters
  Score: Raw -1129450.321010 + Penalty 2954.133191 = -1126496.187819
  nChanged 4
		SP:Iteration 29Q (63770.770000 sec): 3 clusters
  Score: Raw -1129454.900894 + Penalty 2954.133191 = -1126500.767703
  nChanged 2
		SP:Iteration 30Q (63770.880000 sec): 3 clusters
  Score: Raw -1129459.789742 + Penalty 2954.133191 = -1126505.656551
  nChanged 4
		SP:Iteration 31Q (63771.000000 sec): 3 clusters
  Score: Raw -1129465.051906 + Penalty 2954.133191 = -1126510.918716
  nChanged 2
		SP:Iteration 32Q (63771.130000 sec): 3 clusters
  Score: Raw -1129466.856487 + Penalty 2954.133191 = -1126512.723297
  nChanged 1
		SP:Iteration 33Q (63771.240000 sec): 3 clusters
  Score: Raw -1129467.455324 + Penalty 2954.133191 = -1126513.322134
  nChanged 0
		SP:Iteration 34F (63771.380000 sec): 3 clusters
  Score: Raw -1129467.455324 + Penalty 2954.133191 = -1126513.322134
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 59 (4209 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63771.460000 sec): 2 clusters
  Score: Raw -473532.973999 + Penalty 1356.059310 = -472176.914689
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63771.570000 sec): 3 clusters
  Score: Raw -471439.096039 + Penalty 2712.118620 = -468726.977419
  nChanged 1703
		SP:Iteration 1F (63771.640000 sec): 3 clusters
  Score: Raw -472469.131240 + Penalty 2712.118620 = -469757.012620
  nChanged 326
		SP:Iteration 2F (63771.720000 sec): 3 clusters
  Score: Raw -472686.325335 + Penalty 2712.118620 = -469974.206715
  nChanged 246
		SP:Iteration 3F (63771.800000 sec): 3 clusters
  Score: Raw -472841.959390 + Penalty 2712.118620 = -470129.840770
  nChanged 206
		SP:Iteration 4Q (63771.870000 sec): 3 clusters
  Score: Raw -472963.362516 + Penalty 2712.118620 = -470251.243897
  nChanged 173
		SP:Iteration 5Q (63771.940000 sec): 3 clusters
  Score: Raw -473076.419505 + Penalty 2712.118620 = -470364.300885
  nChanged 173
		SP:Iteration 6Q (63772.020000 sec): 3 clusters
  Score: Raw -473169.744169 + Penalty 2712.118620 = -470457.625549
  nChanged 152
		SP:Iteration 7Q (63772.100000 sec): 3 clusters
  Score: Raw -473256.777142 + Penalty 2712.118620 = -470544.658522
  nChanged 130
		SP:Iteration 8Q (63772.180000 sec): 3 clusters
  Score: Raw -473324.945664 + Penalty 2712.118620 = -470612.827044
  nChanged 119
		SP:Iteration 9Q (63772.250000 sec): 3 clusters
  Score: Raw -473397.515147 + Penalty 2712.118620 = -470685.396528
  nChanged 116
		SP:Iteration 10Q (63772.330000 sec): 3 clusters
  Score: Raw -473470.559343 + Penalty 2712.118620 = -470758.440723
  nChanged 111
		SP:Iteration 11Q (63772.400000 sec): 3 clusters
  Score: Raw -473539.068072 + Penalty 2712.118620 = -470826.949452
  nChanged 87
		SP:Iteration 12Q (63772.480000 sec): 3 clusters
  Score: Raw -473582.737873 + Penalty 2712.118620 = -470870.619253
  nChanged 77
		SP:Iteration 13Q (63772.550000 sec): 3 clusters
  Score: Raw -473617.857635 + Penalty 2712.118620 = -470905.739015
  nChanged 71
		SP:Iteration 14Q (63772.630000 sec): 3 clusters
  Score: Raw -473652.474734 + Penalty 2712.118620 = -470940.356114
  nChanged 53
		SP:Iteration 15Q (63772.700000 sec): 3 clusters
  Score: Raw -473677.243084 + Penalty 2712.118620 = -470965.124464
  nChanged 45
		SP:Iteration 16Q (63772.770000 sec): 3 clusters
  Score: Raw -473692.438603 + Penalty 2712.118620 = -470980.319983
  nChanged 36
		SP:Iteration 17Q (63772.850000 sec): 3 clusters
  Score: Raw -473704.548816 + Penalty 2712.118620 = -470992.430196
  nChanged 26
		SP:Iteration 18Q (63772.930000 sec): 3 clusters
  Score: Raw -473714.798495 + Penalty 2712.118620 = -471002.679875
  nChanged 32
		SP:Iteration 19Q (63773.000000 sec): 3 clusters
  Score: Raw -473731.540642 + Penalty 2712.118620 = -471019.422022
  nChanged 35
		SP:Iteration 20F (63773.070000 sec): 3 clusters
  Score: Raw -473750.354318 + Penalty 2712.118620 = -471038.235698
  nChanged 32
		SP:Iteration 21Q (63773.150000 sec): 3 clusters
  Score: Raw -473767.426795 + Penalty 2712.118620 = -471055.308175
  nChanged 32
		SP:Iteration 22Q (63773.220000 sec): 3 clusters
  Score: Raw -473783.867897 + Penalty 2712.118620 = -471071.749277
  nChanged 28
		SP:Iteration 23Q (63773.300000 sec): 3 clusters
  Score: Raw -473803.916919 + Penalty 2712.118620 = -471091.798299
  nChanged 38
		SP:Iteration 24Q (63773.370000 sec): 3 clusters
  Score: Raw -473841.249285 + Penalty 2712.118620 = -471129.130665
  nChanged 48
		SP:Iteration 25Q (63773.450000 sec): 3 clusters
  Score: Raw -473871.039770 + Penalty 2712.118620 = -471158.921150
  nChanged 29
		SP:Iteration 26Q (63773.520000 sec): 3 clusters
  Score: Raw -473892.832279 + Penalty 2712.118620 = -471180.713659
  nChanged 29
		SP:Iteration 27Q (63773.590000 sec): 3 clusters
  Score: Raw -473906.967071 + Penalty 2712.118620 = -471194.848451
  nChanged 21
		SP:Iteration 28Q (63773.670000 sec): 3 clusters
  Score: Raw -473918.629776 + Penalty 2712.118620 = -471206.511156
  nChanged 23
		SP:Iteration 29Q (63773.740000 sec): 3 clusters
  Score: Raw -473932.132762 + Penalty 2712.118620 = -471220.014142
  nChanged 25
		SP:Iteration 30Q (63773.810000 sec): 3 clusters
  Score: Raw -473944.563153 + Penalty 2712.118620 = -471232.444533
  nChanged 18
		SP:Iteration 31Q (63773.890000 sec): 3 clusters
  Score: Raw -473953.539791 + Penalty 2712.118620 = -471241.421171
  nChanged 16
		SP:Iteration 32Q (63773.960000 sec): 3 clusters
  Score: Raw -473963.354203 + Penalty 2712.118620 = -471251.235583
  nChanged 14
		SP:Iteration 33Q (63774.030000 sec): 3 clusters
  Score: Raw -473972.783555 + Penalty 2712.118620 = -471260.664935
  nChanged 11
		SP:Iteration 34Q (63774.110000 sec): 3 clusters
  Score: Raw -473979.458183 + Penalty 2712.118620 = -471267.339563
  nChanged 9
		SP:Iteration 35Q (63774.180000 sec): 3 clusters
  Score: Raw -473983.161305 + Penalty 2712.118620 = -471271.042685
  nChanged 9
		SP:Iteration 36Q (63774.250000 sec): 3 clusters
  Score: Raw -473988.047106 + Penalty 2712.118620 = -471275.928486
  nChanged 9
		SP:Iteration 37Q (63774.330000 sec): 3 clusters
  Score: Raw -473994.531113 + Penalty 2712.118620 = -471282.412493
  nChanged 12
		SP:Iteration 38Q (63774.400000 sec): 3 clusters
  Score: Raw -474001.278285 + Penalty 2712.118620 = -471289.159665
  nChanged 3
		SP:Iteration 39Q (63774.470000 sec): 3 clusters
  Score: Raw -474002.555344 + Penalty 2712.118620 = -471290.436724
  nChanged 2
		SP:Iteration 40F (63774.550000 sec): 3 clusters
  Score: Raw -474004.179345 + Penalty 2712.118620 = -471292.060725
  nChanged 3
		SP:Iteration 41Q (63774.620000 sec): 3 clusters
  Score: Raw -474005.088948 + Penalty 2712.118620 = -471292.970328
  nChanged 1
		SP:Iteration 42Q (63774.690000 sec): 3 clusters
  Score: Raw -474006.014167 + Penalty 2712.118620 = -471293.895547
  nChanged 3
		SP:Iteration 43Q (63774.770000 sec): 3 clusters
  Score: Raw -474007.690662 + Penalty 2712.118620 = -471295.572043
  nChanged 2
		SP:Iteration 44Q (63774.840000 sec): 3 clusters
  Score: Raw -474008.846191 + Penalty 2712.118620 = -471296.727571
  nChanged 5
		SP:Iteration 45Q (63774.910000 sec): 3 clusters
  Score: Raw -474011.104561 + Penalty 2712.118620 = -471298.985941
  nChanged 1
		SP:Iteration 46Q (63774.990000 sec): 3 clusters
  Score: Raw -474011.593652 + Penalty 2712.118620 = -471299.475033
  nChanged 2
		SP:Iteration 47Q (63775.060000 sec): 3 clusters
  Score: Raw -474012.779319 + Penalty 2712.118620 = -471300.660699
  nChanged 2
		SP:Iteration 48Q (63775.130000 sec): 3 clusters
  Score: Raw -474013.875653 + Penalty 2712.118620 = -471301.757033
  nChanged 2
		SP:Iteration 49Q (63775.210000 sec): 3 clusters
  Score: Raw -474014.545877 + Penalty 2712.118620 = -471302.427257
  nChanged 4
		SP:Iteration 50Q (63775.280000 sec): 3 clusters
  Score: Raw -474015.673376 + Penalty 2712.118620 = -471303.554756
  nChanged 4
		SP:Iteration 51Q (63775.350000 sec): 3 clusters
  Score: Raw -474017.678646 + Penalty 2712.118620 = -471305.560026
  nChanged 9
		SP:Iteration 52Q (63775.420000 sec): 3 clusters
  Score: Raw -474021.097900 + Penalty 2712.118620 = -471308.979280
  nChanged 7
		SP:Iteration 53Q (63775.500000 sec): 3 clusters
  Score: Raw -474025.488181 + Penalty 2712.118620 = -471313.369561
  nChanged 8
		SP:Iteration 54Q (63775.570000 sec): 3 clusters
  Score: Raw -474029.711948 + Penalty 2712.118620 = -471317.593329
  nChanged 7
		SP:Iteration 55Q (63775.640000 sec): 3 clusters
  Score: Raw -474032.710067 + Penalty 2712.118620 = -471320.591447
  nChanged 9
		SP:Iteration 56Q (63775.710000 sec): 3 clusters
  Score: Raw -474036.435100 + Penalty 2712.118620 = -471324.316480
  nChanged 9
		SP:Iteration 57Q (63775.790000 sec): 3 clusters
  Score: Raw -474039.234241 + Penalty 2712.118620 = -471327.115621
  nChanged 8
		SP:Iteration 58Q (63775.860000 sec): 3 clusters
  Score: Raw -474042.322789 + Penalty 2712.118620 = -471330.204170
  nChanged 4
		SP:Iteration 59Q (63775.930000 sec): 3 clusters
  Score: Raw -474043.737871 + Penalty 2712.118620 = -471331.619251
  nChanged 2
		SP:Iteration 60F (63776.010000 sec): 3 clusters
  Score: Raw -474044.576296 + Penalty 2712.118620 = -471332.457676
  nChanged 1
		SP:Iteration 61Q (63776.080000 sec): 3 clusters
  Score: Raw -474044.739459 + Penalty 2712.118620 = -471332.620839
  nChanged 0
		SP:Iteration 62F (63776.160000 sec): 3 clusters
  Score: Raw -474044.739459 + Penalty 2712.118620 = -471332.620839
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 60 (611 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63776.210000 sec): 2 clusters
  Score: Raw -70162.801594 + Penalty 1042.453256 = -69120.348338
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63776.230000 sec): 3 clusters
  Score: Raw -70033.761033 + Penalty 2084.906512 = -67948.854522
  nChanged 160
		SP:Iteration 1F (63776.240000 sec): 3 clusters
  Score: Raw -70253.132464 + Penalty 2084.906512 = -68168.225953
  nChanged 50
		SP:Iteration 2F (63776.250000 sec): 3 clusters
  Score: Raw -70376.484990 + Penalty 2084.906512 = -68291.578478
  nChanged 30
		SP:Iteration 3Q (63776.260000 sec): 3 clusters
  Score: Raw -70434.698696 + Penalty 2084.906512 = -68349.792184
  nChanged 18
		SP:Iteration 4Q (63776.270000 sec): 3 clusters
  Score: Raw -70456.782721 + Penalty 2084.906512 = -68371.876209
  nChanged 5
		SP:Iteration 5Q (63776.290000 sec): 3 clusters
  Score: Raw -70462.523898 + Penalty 2084.906512 = -68377.617387
  nChanged 5
		SP:Iteration 6Q (63776.300000 sec): 3 clusters
  Score: Raw -70470.719563 + Penalty 2084.906512 = -68385.813051
  nChanged 3
		SP:Iteration 7Q (63776.310000 sec): 3 clusters
  Score: Raw -70477.700796 + Penalty 2084.906512 = -68392.794284
  nChanged 4
		SP:Iteration 8Q (63776.330000 sec): 3 clusters
  Score: Raw -70489.954558 + Penalty 2084.906512 = -68405.048046
  nChanged 3
		SP:Iteration 9Q (63776.340000 sec): 3 clusters
  Score: Raw -70492.315085 + Penalty 2084.906512 = -68407.408574
  nChanged 0
		SP:Iteration 10F (63776.350000 sec): 3 clusters
  Score: Raw -70492.315085 + Penalty 2084.906512 = -68407.408574
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 61 (6432 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63776.450000 sec): 2 clusters
  Score: Raw -762895.781361 + Penalty 1424.969132 = -761470.812229
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63776.560000 sec): 3 clusters
  Score: Raw -759395.245640 + Penalty 2849.938264 = -756545.307377
  nChanged 2731
		SP:Iteration 1F (63776.670000 sec): 3 clusters
  Score: Raw -760937.764986 + Penalty 2849.938264 = -758087.826722
  nChanged 482
		SP:Iteration 2F (63776.780000 sec): 3 clusters
  Score: Raw -761215.705244 + Penalty 2849.938264 = -758365.766980
  nChanged 395
		SP:Iteration 3F (63776.890000 sec): 3 clusters
  Score: Raw -761426.914861 + Penalty 2849.938264 = -758576.976597
  nChanged 337
		SP:Iteration 4F (63777.000000 sec): 3 clusters
  Score: Raw -761608.089162 + Penalty 2849.938264 = -758758.150899
  nChanged 290
		SP:Iteration 5Q (63777.100000 sec): 3 clusters
  Score: Raw -761762.759462 + Penalty 2849.938264 = -758912.821199
  nChanged 267
		SP:Iteration 6Q (63777.210000 sec): 3 clusters
  Score: Raw -761918.151495 + Penalty 2849.938264 = -759068.213232
  nChanged 264
		SP:Iteration 7Q (63777.320000 sec): 3 clusters
  Score: Raw -762068.444460 + Penalty 2849.938264 = -759218.506197
  nChanged 233
		SP:Iteration 8Q (63777.420000 sec): 3 clusters
  Score: Raw -762193.768459 + Penalty 2849.938264 = -759343.830195
  nChanged 191
		SP:Iteration 9Q (63777.530000 sec): 3 clusters
  Score: Raw -762296.940519 + Penalty 2849.938264 = -759447.002255
  nChanged 187
		SP:Iteration 10Q (63777.640000 sec): 3 clusters
  Score: Raw -762408.768477 + Penalty 2849.938264 = -759558.830213
  nChanged 165
		SP:Iteration 11Q (63777.740000 sec): 3 clusters
  Score: Raw -762512.602100 + Penalty 2849.938264 = -759662.663837
  nChanged 160
		SP:Iteration 12Q (63777.850000 sec): 3 clusters
  Score: Raw -762627.898431 + Penalty 2849.938264 = -759777.960167
  nChanged 149
		SP:Iteration 13Q (63777.960000 sec): 3 clusters
  Score: Raw -762735.569394 + Penalty 2849.938264 = -759885.631130
  nChanged 116
		SP:Iteration 14Q (63778.060000 sec): 3 clusters
  Score: Raw -762817.535562 + Penalty 2849.938264 = -759967.597298
  nChanged 107
		SP:Iteration 15Q (63778.170000 sec): 3 clusters
  Score: Raw -762903.863720 + Penalty 2849.938264 = -760053.925457
  nChanged 95
		SP:Iteration 16Q (63778.270000 sec): 3 clusters
  Score: Raw -763000.357856 + Penalty 2849.938264 = -760150.419593
  nChanged 94
		SP:Iteration 17Q (63778.380000 sec): 3 clusters
  Score: Raw -763080.420102 + Penalty 2849.938264 = -760230.481839
  nChanged 69
		SP:Iteration 18Q (63778.480000 sec): 3 clusters
  Score: Raw -763136.882109 + Penalty 2849.938264 = -760286.943846
  nChanged 68
		SP:Iteration 19Q (63778.580000 sec): 3 clusters
  Score: Raw -763187.510362 + Penalty 2849.938264 = -760337.572098
  nChanged 42
		SP:Iteration 20F (63778.680000 sec): 3 clusters
  Score: Raw -763211.851331 + Penalty 2849.938264 = -760361.913068
  nChanged 34
		SP:Iteration 21Q (63778.790000 sec): 3 clusters
  Score: Raw -763235.354368 + Penalty 2849.938264 = -760385.416104
  nChanged 31
		SP:Iteration 22Q (63778.890000 sec): 3 clusters
  Score: Raw -763247.016581 + Penalty 2849.938264 = -760397.078318
  nChanged 19
		SP:Iteration 23Q (63778.990000 sec): 3 clusters
  Score: Raw -763253.957442 + Penalty 2849.938264 = -760404.019179
  nChanged 9
		SP:Iteration 24Q (63779.090000 sec): 3 clusters
  Score: Raw -763258.215028 + Penalty 2849.938264 = -760408.276764
  nChanged 10
		SP:Iteration 25Q (63779.190000 sec): 3 clusters
  Score: Raw -763261.909318 + Penalty 2849.938264 = -760411.971055
  nChanged 6
		SP:Iteration 26Q (63779.290000 sec): 3 clusters
  Score: Raw -763264.038446 + Penalty 2849.938264 = -760414.100183
  nChanged 4
		SP:Iteration 27Q (63779.390000 sec): 3 clusters
  Score: Raw -763265.505056 + Penalty 2849.938264 = -760415.566792
  nChanged 4
		SP:Iteration 28Q (63779.500000 sec): 3 clusters
  Score: Raw -763266.032026 + Penalty 2849.938264 = -760416.093763
  nChanged 4
		SP:Iteration 29Q (63779.590000 sec): 3 clusters
  Score: Raw -763267.479966 + Penalty 2849.938264 = -760417.541703
  nChanged 2
		SP:Iteration 30Q (63779.690000 sec): 3 clusters
  Score: Raw -763267.663072 + Penalty 2849.938264 = -760417.724809
  nChanged 1
		SP:Iteration 31Q (63779.800000 sec): 3 clusters
  Score: Raw -763267.918126 + Penalty 2849.938264 = -760417.979862
  nChanged 1
		SP:Iteration 32Q (63779.910000 sec): 3 clusters
  Score: Raw -763268.246366 + Penalty 2849.938264 = -760418.308102
  nChanged 1
		SP:Iteration 33Q (63780.010000 sec): 3 clusters
  Score: Raw -763268.382436 + Penalty 2849.938264 = -760418.444173
  nChanged 0
		SP:Iteration 34F (63780.120000 sec): 3 clusters
  Score: Raw -763268.382436 + Penalty 2849.938264 = -760418.444173
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 62 (5989 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63780.210000 sec): 2 clusters
  Score: Raw -711296.236543 + Penalty 1413.372956 = -709882.863586
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63780.350000 sec): 3 clusters
  Score: Raw -708131.019861 + Penalty 2826.745913 = -705304.273948
  nChanged 2465
		SP:Iteration 1F (63780.450000 sec): 3 clusters
  Score: Raw -709489.489863 + Penalty 2826.745913 = -706662.743950
  nChanged 408
		SP:Iteration 2F (63780.550000 sec): 3 clusters
  Score: Raw -709686.280010 + Penalty 2826.745913 = -706859.534097
  nChanged 328
		SP:Iteration 3F (63780.640000 sec): 3 clusters
  Score: Raw -709853.934008 + Penalty 2826.745913 = -707027.188095
  nChanged 305
		SP:Iteration 4F (63780.740000 sec): 3 clusters
  Score: Raw -710033.093695 + Penalty 2826.745913 = -707206.347782
  nChanged 285
		SP:Iteration 5Q (63780.840000 sec): 3 clusters
  Score: Raw -710204.504000 + Penalty 2826.745913 = -707377.758087
  nChanged 251
		SP:Iteration 6Q (63780.940000 sec): 3 clusters
  Score: Raw -710369.696905 + Penalty 2826.745913 = -707542.950992
  nChanged 241
		SP:Iteration 7Q (63781.040000 sec): 3 clusters
  Score: Raw -710545.235187 + Penalty 2826.745913 = -707718.489274
  nChanged 212
		SP:Iteration 8Q (63781.140000 sec): 3 clusters
  Score: Raw -710700.319106 + Penalty 2826.745913 = -707873.573193
  nChanged 205
		SP:Iteration 9Q (63781.240000 sec): 3 clusters
  Score: Raw -710855.025413 + Penalty 2826.745913 = -708028.279500
  nChanged 188
		SP:Iteration 10Q (63781.330000 sec): 3 clusters
  Score: Raw -710976.931639 + Penalty 2826.745913 = -708150.185726
  nChanged 129
		SP:Iteration 11Q (63781.430000 sec): 3 clusters
  Score: Raw -711062.136033 + Penalty 2826.745913 = -708235.390120
  nChanged 129
		SP:Iteration 12Q (63781.530000 sec): 3 clusters
  Score: Raw -711148.644471 + Penalty 2826.745913 = -708321.898558
  nChanged 118
		SP:Iteration 13Q (63781.630000 sec): 3 clusters
  Score: Raw -711235.056022 + Penalty 2826.745913 = -708408.310109
  nChanged 95
		SP:Iteration 14Q (63781.720000 sec): 3 clusters
  Score: Raw -711290.912236 + Penalty 2826.745913 = -708464.166323
  nChanged 82
		SP:Iteration 15Q (63781.810000 sec): 3 clusters
  Score: Raw -711334.655385 + Penalty 2826.745913 = -708507.909472
  nChanged 69
		SP:Iteration 16Q (63781.910000 sec): 3 clusters
  Score: Raw -711377.625997 + Penalty 2826.745913 = -708550.880084
  nChanged 67
		SP:Iteration 17Q (63782.010000 sec): 3 clusters
  Score: Raw -711420.848609 + Penalty 2826.745913 = -708594.102696
  nChanged 57
		SP:Iteration 18Q (63782.100000 sec): 3 clusters
  Score: Raw -711457.698741 + Penalty 2826.745913 = -708630.952828
  nChanged 48
		SP:Iteration 19Q (63782.190000 sec): 3 clusters
  Score: Raw -711485.557691 + Penalty 2826.745913 = -708658.811778
  nChanged 36
		SP:Iteration 20F (63782.290000 sec): 3 clusters
  Score: Raw -711510.542852 + Penalty 2826.745913 = -708683.796939
  nChanged 38
		SP:Iteration 21Q (63782.390000 sec): 3 clusters
  Score: Raw -711543.812826 + Penalty 2826.745913 = -708717.066913
  nChanged 34
		SP:Iteration 22Q (63782.480000 sec): 3 clusters
  Score: Raw -711574.062155 + Penalty 2826.745913 = -708747.316242
  nChanged 35
		SP:Iteration 23Q (63782.570000 sec): 3 clusters
  Score: Raw -711619.502356 + Penalty 2826.745913 = -708792.756443
  nChanged 31
		SP:Iteration 24Q (63782.670000 sec): 3 clusters
  Score: Raw -711645.310043 + Penalty 2826.745913 = -708818.564130
  nChanged 26
		SP:Iteration 25Q (63782.760000 sec): 3 clusters
  Score: Raw -711661.631633 + Penalty 2826.745913 = -708834.885720
  nChanged 21
		SP:Iteration 26Q (63782.850000 sec): 3 clusters
  Score: Raw -711676.172089 + Penalty 2826.745913 = -708849.426176
  nChanged 18
		SP:Iteration 27Q (63782.950000 sec): 3 clusters
  Score: Raw -711688.210585 + Penalty 2826.745913 = -708861.464672
  nChanged 17
		SP:Iteration 28Q (63783.040000 sec): 3 clusters
  Score: Raw -711698.803265 + Penalty 2826.745913 = -708872.057352
  nChanged 14
		SP:Iteration 29Q (63783.130000 sec): 3 clusters
  Score: Raw -711708.002024 + Penalty 2826.745913 = -708881.256111
  nChanged 10
		SP:Iteration 30Q (63783.230000 sec): 3 clusters
  Score: Raw -711715.117829 + Penalty 2826.745913 = -708888.371916
  nChanged 10
		SP:Iteration 31Q (63783.320000 sec): 3 clusters
  Score: Raw -711722.181120 + Penalty 2826.745913 = -708895.435207
  nChanged 15
		SP:Iteration 32Q (63783.410000 sec): 3 clusters
  Score: Raw -711732.229003 + Penalty 2826.745913 = -708905.483090
  nChanged 17
		SP:Iteration 33Q (63783.510000 sec): 3 clusters
  Score: Raw -711741.235913 + Penalty 2826.745913 = -708914.490000
  nChanged 9
		SP:Iteration 34Q (63783.600000 sec): 3 clusters
  Score: Raw -711745.843278 + Penalty 2826.745913 = -708919.097365
  nChanged 7
		SP:Iteration 35Q (63783.690000 sec): 3 clusters
  Score: Raw -711749.357594 + Penalty 2826.745913 = -708922.611681
  nChanged 8
		SP:Iteration 36Q (63783.790000 sec): 3 clusters
  Score: Raw -711752.928388 + Penalty 2826.745913 = -708926.182475
  nChanged 7
		SP:Iteration 37Q (63783.880000 sec): 3 clusters
  Score: Raw -711756.077253 + Penalty 2826.745913 = -708929.331340
  nChanged 3
		SP:Iteration 38Q (63783.970000 sec): 3 clusters
  Score: Raw -711757.058746 + Penalty 2826.745913 = -708930.312833
  nChanged 2
		SP:Iteration 39Q (63784.070000 sec): 3 clusters
  Score: Raw -711757.758220 + Penalty 2826.745913 = -708931.012307
  nChanged 0
		SP:Iteration 40F (63784.170000 sec): 3 clusters
  Score: Raw -711757.758220 + Penalty 2826.745913 = -708931.012307
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 63 (19924 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63784.390000 sec): 2 clusters
  Score: Raw -2360038.468654 + Penalty 1608.698051 = -2358429.770603
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63784.690000 sec): 3 clusters
  Score: Raw -2348065.868021 + Penalty 3217.396102 = -2344848.471919
  nChanged 9020
		SP:Iteration 1F (63784.940000 sec): 3 clusters
  Score: Raw -2353415.541988 + Penalty 3217.396102 = -2350198.145886
  nChanged 1377
		SP:Iteration 2F (63785.200000 sec): 3 clusters
  Score: Raw -2354271.080329 + Penalty 3217.396102 = -2351053.684227
  nChanged 1420
		SP:Iteration 3F (63785.440000 sec): 3 clusters
  Score: Raw -2355233.981649 + Penalty 3217.396102 = -2352016.585547
  nChanged 1405
		SP:Iteration 4F (63785.710000 sec): 3 clusters
  Score: Raw -2356122.606761 + Penalty 3217.396102 = -2352905.210658
  nChanged 1231
		SP:Iteration 5F (63785.970000 sec): 3 clusters
  Score: Raw -2356792.011204 + Penalty 3217.396102 = -2353574.615102
  nChanged 1002
		SP:Iteration 6F (63786.220000 sec): 3 clusters
  Score: Raw -2357253.115149 + Penalty 3217.396102 = -2354035.719047
  nChanged 791
		SP:Iteration 7Q (63786.470000 sec): 3 clusters
  Score: Raw -2357580.705363 + Penalty 3217.396102 = -2354363.309261
  nChanged 687
		SP:Iteration 8Q (63786.730000 sec): 3 clusters
  Score: Raw -2357848.395135 + Penalty 3217.396102 = -2354630.999033
  nChanged 581
		SP:Iteration 9Q (63786.980000 sec): 3 clusters
  Score: Raw -2358081.963577 + Penalty 3217.396102 = -2354864.567475
  nChanged 523
		SP:Iteration 10Q (63787.230000 sec): 3 clusters
  Score: Raw -2358274.488885 + Penalty 3217.396102 = -2355057.092783
  nChanged 458
		SP:Iteration 11Q (63787.490000 sec): 3 clusters
  Score: Raw -2358462.647698 + Penalty 3217.396102 = -2355245.251596
  nChanged 424
		SP:Iteration 12Q (63787.760000 sec): 3 clusters
  Score: Raw -2358656.832023 + Penalty 3217.396102 = -2355439.435921
  nChanged 430
		SP:Iteration 13Q (63788.010000 sec): 3 clusters
  Score: Raw -2358877.023310 + Penalty 3217.396102 = -2355659.627207
  nChanged 440
		SP:Iteration 14Q (63788.250000 sec): 3 clusters
  Score: Raw -2359096.144570 + Penalty 3217.396102 = -2355878.748468
  nChanged 444
		SP:Iteration 15Q (63788.510000 sec): 3 clusters
  Score: Raw -2359303.098348 + Penalty 3217.396102 = -2356085.702246
  nChanged 387
		SP:Iteration 16Q (63788.760000 sec): 3 clusters
  Score: Raw -2359470.087082 + Penalty 3217.396102 = -2356252.690980
  nChanged 340
		SP:Iteration 17Q (63789.000000 sec): 3 clusters
  Score: Raw -2359625.683701 + Penalty 3217.396102 = -2356408.287599
  nChanged 350
		SP:Iteration 18Q (63789.250000 sec): 3 clusters
  Score: Raw -2359784.383034 + Penalty 3217.396102 = -2356566.986932
  nChanged 349
		SP:Iteration 19Q (63789.500000 sec): 3 clusters
  Score: Raw -2359951.326183 + Penalty 3217.396102 = -2356733.930081
  nChanged 328
		SP:Iteration 20F (63789.750000 sec): 3 clusters
  Score: Raw -2360099.894557 + Penalty 3217.396102 = -2356882.498455
  nChanged 260
		SP:Iteration 21Q (63790.000000 sec): 3 clusters
  Score: Raw -2360215.812823 + Penalty 3217.396102 = -2356998.416721
  nChanged 234
		SP:Iteration 22Q (63790.240000 sec): 3 clusters
  Score: Raw -2360321.365867 + Penalty 3217.396102 = -2357103.969765
  nChanged 194
		SP:Iteration 23Q (63790.470000 sec): 3 clusters
  Score: Raw -2360397.811455 + Penalty 3217.396102 = -2357180.415353
  nChanged 170
		SP:Iteration 24Q (63790.720000 sec): 3 clusters
  Score: Raw -2360471.199741 + Penalty 3217.396102 = -2357253.803639
  nChanged 132
		SP:Iteration 25Q (63790.960000 sec): 3 clusters
  Score: Raw -2360534.215950 + Penalty 3217.396102 = -2357316.819848
  nChanged 127
		SP:Iteration 26Q (63791.180000 sec): 3 clusters
  Score: Raw -2360616.220465 + Penalty 3217.396102 = -2357398.824363
  nChanged 135
		SP:Iteration 27Q (63791.420000 sec): 3 clusters
  Score: Raw -2360711.782236 + Penalty 3217.396102 = -2357494.386133
  nChanged 118
		SP:Iteration 28Q (63791.640000 sec): 3 clusters
  Score: Raw -2360808.940514 + Penalty 3217.396102 = -2357591.544412
  nChanged 111
		SP:Iteration 29Q (63791.890000 sec): 3 clusters
  Score: Raw -2360886.680761 + Penalty 3217.396102 = -2357669.284658
  nChanged 79
		SP:Iteration 30Q (63792.120000 sec): 3 clusters
  Score: Raw -2360938.607065 + Penalty 3217.396102 = -2357721.210963
  nChanged 68
		SP:Iteration 31Q (63792.370000 sec): 3 clusters
  Score: Raw -2360981.365396 + Penalty 3217.396102 = -2357763.969294
  nChanged 56
		SP:Iteration 32Q (63792.600000 sec): 3 clusters
  Score: Raw -2361016.409673 + Penalty 3217.396102 = -2357799.013571
  nChanged 48
		SP:Iteration 33Q (63792.830000 sec): 3 clusters
  Score: Raw -2361036.461751 + Penalty 3217.396102 = -2357819.065648
  nChanged 34
		SP:Iteration 34Q (63793.070000 sec): 3 clusters
  Score: Raw -2361052.822587 + Penalty 3217.396102 = -2357835.426485
  nChanged 23
		SP:Iteration 35Q (63793.290000 sec): 3 clusters
  Score: Raw -2361061.984906 + Penalty 3217.396102 = -2357844.588804
  nChanged 20
		SP:Iteration 36Q (63793.540000 sec): 3 clusters
  Score: Raw -2361070.928072 + Penalty 3217.396102 = -2357853.531970
  nChanged 18
		SP:Iteration 37Q (63793.770000 sec): 3 clusters
  Score: Raw -2361077.528009 + Penalty 3217.396102 = -2357860.131907
  nChanged 13
		SP:Iteration 38Q (63793.990000 sec): 3 clusters
  Score: Raw -2361081.340133 + Penalty 3217.396102 = -2357863.944031
  nChanged 5
		SP:Iteration 39Q (63794.230000 sec): 3 clusters
  Score: Raw -2361083.047440 + Penalty 3217.396102 = -2357865.651338
  nChanged 11
		SP:Iteration 40F (63794.490000 sec): 3 clusters
  Score: Raw -2361086.006618 + Penalty 3217.396102 = -2357868.610515
  nChanged 6
		SP:Iteration 41Q (63794.740000 sec): 3 clusters
  Score: Raw -2361088.085332 + Penalty 3217.396102 = -2357870.689229
  nChanged 4
		SP:Iteration 42Q (63794.970000 sec): 3 clusters
  Score: Raw -2361089.563432 + Penalty 3217.396102 = -2357872.167329
  nChanged 6
		SP:Iteration 43Q (63795.190000 sec): 3 clusters
  Score: Raw -2361090.747167 + Penalty 3217.396102 = -2357873.351065
  nChanged 2
		SP:Iteration 44Q (63795.420000 sec): 3 clusters
  Score: Raw -2361091.075880 + Penalty 3217.396102 = -2357873.679778
  nChanged 1
		SP:Iteration 45Q (63795.640000 sec): 3 clusters
  Score: Raw -2361091.275700 + Penalty 3217.396102 = -2357873.879598
  nChanged 0
		SP:Iteration 46F (63795.890000 sec): 3 clusters
  Score: Raw -2361091.275700 + Penalty 3217.396102 = -2357873.879598
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 64 (708 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63795.940000 sec): 2 clusters
  Score: Raw -82979.076997 + Penalty 1066.397165 = -81912.679832
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63795.960000 sec): 3 clusters
  Score: Raw -82820.900879 + Penalty 2132.794330 = -80688.106549
  nChanged 202
		SP:Iteration 1F (63795.970000 sec): 3 clusters
  Score: Raw -83031.780812 + Penalty 2132.794330 = -80898.986482
  nChanged 44
		SP:Iteration 2F (63795.990000 sec): 3 clusters
  Score: Raw -83092.308753 + Penalty 2132.794330 = -80959.514423
  nChanged 21
		SP:Iteration 3Q (63796.000000 sec): 3 clusters
  Score: Raw -83117.860653 + Penalty 2132.794330 = -80985.066323
  nChanged 24
		SP:Iteration 4Q (63796.020000 sec): 3 clusters
  Score: Raw -83150.411609 + Penalty 2132.794330 = -81017.617278
  nChanged 20
		SP:Iteration 5Q (63796.030000 sec): 3 clusters
  Score: Raw -83178.966117 + Penalty 2132.794330 = -81046.171786
  nChanged 21
		SP:Iteration 6Q (63796.040000 sec): 3 clusters
  Score: Raw -83206.209981 + Penalty 2132.794330 = -81073.415650
  nChanged 13
		SP:Iteration 7Q (63796.060000 sec): 3 clusters
  Score: Raw -83221.353008 + Penalty 2132.794330 = -81088.558677
  nChanged 11
		SP:Iteration 8Q (63796.070000 sec): 3 clusters
  Score: Raw -83235.225721 + Penalty 2132.794330 = -81102.431391
  nChanged 13
		SP:Iteration 9Q (63796.090000 sec): 3 clusters
  Score: Raw -83252.214688 + Penalty 2132.794330 = -81119.420358
  nChanged 7
		SP:Iteration 10Q (63796.100000 sec): 3 clusters
  Score: Raw -83264.339404 + Penalty 2132.794330 = -81131.545073
  nChanged 8
		SP:Iteration 11Q (63796.110000 sec): 3 clusters
  Score: Raw -83278.078705 + Penalty 2132.794330 = -81145.284374
  nChanged 3
		SP:Iteration 12Q (63796.130000 sec): 3 clusters
  Score: Raw -83284.956590 + Penalty 2132.794330 = -81152.162259
  nChanged 3
		SP:Iteration 13Q (63796.140000 sec): 3 clusters
  Score: Raw -83287.226272 + Penalty 2132.794330 = -81154.431941
  nChanged 2
		SP:Iteration 14Q (63796.160000 sec): 3 clusters
  Score: Raw -83291.274270 + Penalty 2132.794330 = -81158.479939
  nChanged 2
		SP:Iteration 15Q (63796.170000 sec): 3 clusters
  Score: Raw -83294.722210 + Penalty 2132.794330 = -81161.927880
  nChanged 2
		SP:Iteration 16Q (63796.180000 sec): 3 clusters
  Score: Raw -83299.225300 + Penalty 2132.794330 = -81166.430969
  nChanged 2
		SP:Iteration 17Q (63796.200000 sec): 3 clusters
  Score: Raw -83302.530577 + Penalty 2132.794330 = -81169.736246
  nChanged 1
		SP:Iteration 18Q (63796.210000 sec): 3 clusters
  Score: Raw -83305.802830 + Penalty 2132.794330 = -81173.008500
  nChanged 0
		SP:Iteration 19F (63796.220000 sec): 3 clusters
  Score: Raw -83305.802830 + Penalty 2132.794330 = -81173.008500
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 65 (7061 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63796.320000 sec): 2 clusters
  Score: Raw -839667.094507 + Penalty 1440.130569 = -838226.963938
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63796.460000 sec): 3 clusters
  Score: Raw -835769.921971 + Penalty 2880.261138 = -832889.660833
  nChanged 3042
		SP:Iteration 1F (63796.570000 sec): 3 clusters
  Score: Raw -837454.058568 + Penalty 2880.261138 = -834573.797430
  nChanged 494
		SP:Iteration 2F (63796.680000 sec): 3 clusters
  Score: Raw -837729.776244 + Penalty 2880.261138 = -834849.515106
  nChanged 442
		SP:Iteration 3F (63796.780000 sec): 3 clusters
  Score: Raw -837961.695037 + Penalty 2880.261138 = -835081.433899
  nChanged 346
		SP:Iteration 4Q (63796.890000 sec): 3 clusters
  Score: Raw -838132.558841 + Penalty 2880.261138 = -835252.297702
  nChanged 294
		SP:Iteration 5Q (63797.010000 sec): 3 clusters
  Score: Raw -838280.867655 + Penalty 2880.261138 = -835400.606516
  nChanged 281
		SP:Iteration 6Q (63797.130000 sec): 3 clusters
  Score: Raw -838433.832039 + Penalty 2880.261138 = -835553.570901
  nChanged 283
		SP:Iteration 7Q (63797.240000 sec): 3 clusters
  Score: Raw -838602.063162 + Penalty 2880.261138 = -835721.802024
  nChanged 284
		SP:Iteration 8Q (63797.360000 sec): 3 clusters
  Score: Raw -838791.208492 + Penalty 2880.261138 = -835910.947354
  nChanged 302
		SP:Iteration 9Q (63797.480000 sec): 3 clusters
  Score: Raw -839014.383071 + Penalty 2880.261138 = -836134.121933
  nChanged 288
		SP:Iteration 10Q (63797.600000 sec): 3 clusters
  Score: Raw -839221.869751 + Penalty 2880.261138 = -836341.608613
  nChanged 262
		SP:Iteration 11Q (63797.720000 sec): 3 clusters
  Score: Raw -839424.116171 + Penalty 2880.261138 = -836543.855033
  nChanged 226
		SP:Iteration 12Q (63797.840000 sec): 3 clusters
  Score: Raw -839586.243734 + Penalty 2880.261138 = -836705.982596
  nChanged 186
		SP:Iteration 13Q (63797.960000 sec): 3 clusters
  Score: Raw -839701.321067 + Penalty 2880.261138 = -836821.059929
  nChanged 144
		SP:Iteration 14Q (63798.070000 sec): 3 clusters
  Score: Raw -839784.386886 + Penalty 2880.261138 = -836904.125748
  nChanged 97
		SP:Iteration 15Q (63798.190000 sec): 3 clusters
  Score: Raw -839846.946604 + Penalty 2880.261138 = -836966.685466
  nChanged 95
		SP:Iteration 16Q (63798.300000 sec): 3 clusters
  Score: Raw -839903.050857 + Penalty 2880.261138 = -837022.789719
  nChanged 80
		SP:Iteration 17Q (63798.420000 sec): 3 clusters
  Score: Raw -839942.655344 + Penalty 2880.261138 = -837062.394206
  nChanged 84
		SP:Iteration 18Q (63798.530000 sec): 3 clusters
  Score: Raw -839995.009153 + Penalty 2880.261138 = -837114.748015
  nChanged 77
		SP:Iteration 19Q (63798.640000 sec): 3 clusters
  Score: Raw -840038.343583 + Penalty 2880.261138 = -837158.082444
  nChanged 70
		SP:Iteration 20F (63798.760000 sec): 3 clusters
  Score: Raw -840084.737114 + Penalty 2880.261138 = -837204.475976
  nChanged 51
		SP:Iteration 21Q (63798.880000 sec): 3 clusters
  Score: Raw -840112.688102 + Penalty 2880.261138 = -837232.426963
  nChanged 40
		SP:Iteration 22Q (63798.990000 sec): 3 clusters
  Score: Raw -840134.739444 + Penalty 2880.261138 = -837254.478306
  nChanged 34
		SP:Iteration 23Q (63799.110000 sec): 3 clusters
  Score: Raw -840155.211274 + Penalty 2880.261138 = -837274.950136
  nChanged 34
		SP:Iteration 24Q (63799.220000 sec): 3 clusters
  Score: Raw -840177.859738 + Penalty 2880.261138 = -837297.598600
  nChanged 39
		SP:Iteration 25Q (63799.340000 sec): 3 clusters
  Score: Raw -840217.871555 + Penalty 2880.261138 = -837337.610417
  nChanged 41
		SP:Iteration 26Q (63799.450000 sec): 3 clusters
  Score: Raw -840256.129128 + Penalty 2880.261138 = -837375.867990
  nChanged 42
		SP:Iteration 27Q (63799.570000 sec): 3 clusters
  Score: Raw -840294.839182 + Penalty 2880.261138 = -837414.578044
  nChanged 40
		SP:Iteration 28Q (63799.680000 sec): 3 clusters
  Score: Raw -840340.260698 + Penalty 2880.261138 = -837459.999559
  nChanged 31
		SP:Iteration 29Q (63799.790000 sec): 3 clusters
  Score: Raw -840379.846241 + Penalty 2880.261138 = -837499.585102
  nChanged 29
		SP:Iteration 30Q (63799.910000 sec): 3 clusters
  Score: Raw -840422.897980 + Penalty 2880.261138 = -837542.636842
  nChanged 41
		SP:Iteration 31Q (63800.020000 sec): 3 clusters
  Score: Raw -840477.431074 + Penalty 2880.261138 = -837597.169936
  nChanged 29
		SP:Iteration 32Q (63800.130000 sec): 3 clusters
  Score: Raw -840494.772768 + Penalty 2880.261138 = -837614.511630
  nChanged 14
		SP:Iteration 33Q (63800.250000 sec): 3 clusters
  Score: Raw -840501.233408 + Penalty 2880.261138 = -837620.972270
  nChanged 4
		SP:Iteration 34Q (63800.360000 sec): 3 clusters
  Score: Raw -840503.564479 + Penalty 2880.261138 = -837623.303341
  nChanged 3
		SP:Iteration 35Q (63800.470000 sec): 3 clusters
  Score: Raw -840504.978326 + Penalty 2880.261138 = -837624.717188
  nChanged 1
		SP:Iteration 36Q (63800.580000 sec): 3 clusters
  Score: Raw -840505.813735 + Penalty 2880.261138 = -837625.552596
  nChanged 2
		SP:Iteration 37Q (63800.700000 sec): 3 clusters
  Score: Raw -840506.651065 + Penalty 2880.261138 = -837626.389926
  nChanged 2
		SP:Iteration 38Q (63800.810000 sec): 3 clusters
  Score: Raw -840507.448825 + Penalty 2880.261138 = -837627.187687
  nChanged 3
		SP:Iteration 39Q (63800.920000 sec): 3 clusters
  Score: Raw -840508.719190 + Penalty 2880.261138 = -837628.458052
  nChanged 1
		SP:Iteration 40F (63801.040000 sec): 3 clusters
  Score: Raw -840508.872522 + Penalty 2880.261138 = -837628.611384
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 66 (32429 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63801.300000 sec): 2 clusters
  Score: Raw -4054985.004605 + Penalty 1687.856359 = -4053297.148246
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63801.680000 sec): 3 clusters
  Score: Raw -4034863.932777 + Penalty 3375.712718 = -4031488.220059
  nChanged 14980
		SP:Iteration 1F (63802.050000 sec): 3 clusters
  Score: Raw -4043661.656870 + Penalty 3375.712718 = -4040285.944152
  nChanged 1855
		SP:Iteration 2F (63802.420000 sec): 3 clusters
  Score: Raw -4044490.563203 + Penalty 3375.712718 = -4041114.850485
  nChanged 1917
		SP:Iteration 3F (63802.760000 sec): 3 clusters
  Score: Raw -4045401.986375 + Penalty 3375.712718 = -4042026.273657
  nChanged 1905
		SP:Iteration 4F (63803.090000 sec): 3 clusters
  Score: Raw -4046351.660390 + Penalty 3375.712718 = -4042975.947672
  nChanged 1837
		SP:Iteration 5F (63803.410000 sec): 3 clusters
  Score: Raw -4047258.895418 + Penalty 3375.712718 = -4043883.182700
  nChanged 1632
		SP:Iteration 6F (63803.770000 sec): 3 clusters
  Score: Raw -4048080.000845 + Penalty 3375.712718 = -4044704.288127
  nChanged 1524
		SP:Iteration 7Q (63804.120000 sec): 3 clusters
  Score: Raw -4048834.266794 + Penalty 3375.712718 = -4045458.554076
  nChanged 1320
		SP:Iteration 8Q (63804.430000 sec): 3 clusters
  Score: Raw -4049451.425637 + Penalty 3375.712718 = -4046075.712919
  nChanged 1105
		SP:Iteration 9Q (63804.750000 sec): 3 clusters
  Score: Raw -4049896.683470 + Penalty 3375.712718 = -4046520.970752
  nChanged 1009
		SP:Iteration 10Q (63805.080000 sec): 3 clusters
  Score: Raw -4050261.247475 + Penalty 3375.712718 = -4046885.534757
  nChanged 856
		SP:Iteration 11Q (63805.400000 sec): 3 clusters
  Score: Raw -4050549.919504 + Penalty 3375.712718 = -4047174.206786
  nChanged 783
		SP:Iteration 12Q (63805.770000 sec): 3 clusters
  Score: Raw -4050790.676553 + Penalty 3375.712718 = -4047414.963835
  nChanged 791
		SP:Iteration 13Q (63806.110000 sec): 3 clusters
  Score: Raw -4051033.339764 + Penalty 3375.712718 = -4047657.627046
  nChanged 809
		SP:Iteration 14Q (63806.450000 sec): 3 clusters
  Score: Raw -4051283.261070 + Penalty 3375.712718 = -4047907.548352
  nChanged 857
		SP:Iteration 15Q (63806.770000 sec): 3 clusters
  Score: Raw -4051554.340032 + Penalty 3375.712718 = -4048178.627314
  nChanged 896
		SP:Iteration 16Q (63807.080000 sec): 3 clusters
  Score: Raw -4051844.240642 + Penalty 3375.712718 = -4048468.527924
  nChanged 917
		SP:Iteration 17Q (63807.400000 sec): 3 clusters
  Score: Raw -4052167.596162 + Penalty 3375.712718 = -4048791.883444
  nChanged 966
		SP:Iteration 18Q (63807.710000 sec): 3 clusters
  Score: Raw -4052533.998331 + Penalty 3375.712718 = -4049158.285613
  nChanged 1006
		SP:Iteration 19Q (63808.030000 sec): 3 clusters
  Score: Raw -4052940.901340 + Penalty 3375.712718 = -4049565.188622
  nChanged 1046
		SP:Iteration 20F (63808.350000 sec): 3 clusters
  Score: Raw -4053360.234653 + Penalty 3375.712718 = -4049984.521935
  nChanged 965
		SP:Iteration 21Q (63808.700000 sec): 3 clusters
  Score: Raw -4053755.252197 + Penalty 3375.712718 = -4050379.539478
  nChanged 898
		SP:Iteration 22Q (63809.040000 sec): 3 clusters
  Score: Raw -4054097.951527 + Penalty 3375.712718 = -4050722.238809
  nChanged 801
		SP:Iteration 23Q (63809.360000 sec): 3 clusters
  Score: Raw -4054396.377756 + Penalty 3375.712718 = -4051020.665038
  nChanged 696
		SP:Iteration 24Q (63809.680000 sec): 3 clusters
  Score: Raw -4054645.236023 + Penalty 3375.712718 = -4051269.523305
  nChanged 558
		SP:Iteration 25Q (63810.000000 sec): 3 clusters
  Score: Raw -4054833.031242 + Penalty 3375.712718 = -4051457.318524
  nChanged 478
		SP:Iteration 26Q (63810.300000 sec): 3 clusters
  Score: Raw -4054987.015133 + Penalty 3375.712718 = -4051611.302415
  nChanged 409
		SP:Iteration 27Q (63810.620000 sec): 3 clusters
  Score: Raw -4055117.985456 + Penalty 3375.712718 = -4051742.272738
  nChanged 305
		SP:Iteration 28Q (63810.920000 sec): 3 clusters
  Score: Raw -4055205.398665 + Penalty 3375.712718 = -4051829.685947
  nChanged 246
		SP:Iteration 29Q (63811.240000 sec): 3 clusters
  Score: Raw -4055276.807882 + Penalty 3375.712718 = -4051901.095164
  nChanged 217
		SP:Iteration 30Q (63811.560000 sec): 3 clusters
  Score: Raw -4055337.583980 + Penalty 3375.712718 = -4051961.871262
  nChanged 184
		SP:Iteration 31Q (63811.860000 sec): 3 clusters
  Score: Raw -4055388.407380 + Penalty 3375.712718 = -4052012.694662
  nChanged 168
		SP:Iteration 32Q (63812.180000 sec): 3 clusters
  Score: Raw -4055429.851796 + Penalty 3375.712718 = -4052054.139078
  nChanged 155
		SP:Iteration 33Q (63812.490000 sec): 3 clusters
  Score: Raw -4055469.260348 + Penalty 3375.712718 = -4052093.547630
  nChanged 125
		SP:Iteration 34Q (63812.790000 sec): 3 clusters
  Score: Raw -4055501.297299 + Penalty 3375.712718 = -4052125.584581
  nChanged 99
		SP:Iteration 35Q (63813.110000 sec): 3 clusters
  Score: Raw -4055528.052100 + Penalty 3375.712718 = -4052152.339382
  nChanged 71
		SP:Iteration 36Q (63813.420000 sec): 3 clusters
  Score: Raw -4055543.810913 + Penalty 3375.712718 = -4052168.098195
  nChanged 67
		SP:Iteration 37Q (63813.720000 sec): 3 clusters
  Score: Raw -4055559.063751 + Penalty 3375.712718 = -4052183.351033
  nChanged 66
		SP:Iteration 38Q (63814.040000 sec): 3 clusters
  Score: Raw -4055573.278142 + Penalty 3375.712718 = -4052197.565424
  nChanged 42
		SP:Iteration 39Q (63814.360000 sec): 3 clusters
  Score: Raw -4055580.819943 + Penalty 3375.712718 = -4052205.107225
  nChanged 34
		SP:Iteration 40F (63814.700000 sec): 3 clusters
  Score: Raw -4055586.883210 + Penalty 3375.712718 = -4052211.170492
  nChanged 35
		SP:Iteration 41Q (63815.000000 sec): 3 clusters
  Score: Raw -4055593.122485 + Penalty 3375.712718 = -4052217.409767
  nChanged 30
		SP:Iteration 42Q (63815.310000 sec): 3 clusters
  Score: Raw -4055598.217634 + Penalty 3375.712718 = -4052222.504916
  nChanged 26
		SP:Iteration 43Q (63815.610000 sec): 3 clusters
  Score: Raw -4055603.214556 + Penalty 3375.712718 = -4052227.501838
  nChanged 23
		SP:Iteration 44Q (63815.930000 sec): 3 clusters
  Score: Raw -4055607.038491 + Penalty 3375.712718 = -4052231.325773
  nChanged 18
		SP:Iteration 45Q (63816.240000 sec): 3 clusters
  Score: Raw -4055610.182565 + Penalty 3375.712718 = -4052234.469847
  nChanged 19
		SP:Iteration 46Q (63816.540000 sec): 3 clusters
  Score: Raw -4055613.149381 + Penalty 3375.712718 = -4052237.436663
  nChanged 12
		SP:Iteration 47Q (63816.860000 sec): 3 clusters
  Score: Raw -4055615.102520 + Penalty 3375.712718 = -4052239.389802
  nChanged 11
		SP:Iteration 48Q (63817.180000 sec): 3 clusters
  Score: Raw -4055616.479172 + Penalty 3375.712718 = -4052240.766454
  nChanged 8
		SP:Iteration 49Q (63817.490000 sec): 3 clusters
  Score: Raw -4055617.444137 + Penalty 3375.712718 = -4052241.731419
  nChanged 10
		SP:Iteration 50Q (63817.790000 sec): 3 clusters
  Score: Raw -4055618.831855 + Penalty 3375.712718 = -4052243.119137
  nChanged 7
		SP:Iteration 51Q (63818.110000 sec): 3 clusters
  Score: Raw -4055619.889623 + Penalty 3375.712718 = -4052244.176905
  nChanged 10
		SP:Iteration 52Q (63818.430000 sec): 3 clusters
  Score: Raw -4055621.477650 + Penalty 3375.712718 = -4052245.764932
  nChanged 11
		SP:Iteration 53Q (63818.750000 sec): 3 clusters
  Score: Raw -4055623.459949 + Penalty 3375.712718 = -4052247.747231
  nChanged 16
		SP:Iteration 54Q (63819.050000 sec): 3 clusters
  Score: Raw -4055626.855993 + Penalty 3375.712718 = -4052251.143275
  nChanged 14
		SP:Iteration 55Q (63819.360000 sec): 3 clusters
  Score: Raw -4055629.189363 + Penalty 3375.712718 = -4052253.476645
  nChanged 11
		SP:Iteration 56Q (63819.680000 sec): 3 clusters
  Score: Raw -4055631.060351 + Penalty 3375.712718 = -4052255.347633
  nChanged 9
		SP:Iteration 57Q (63820.000000 sec): 3 clusters
  Score: Raw -4055632.965298 + Penalty 3375.712718 = -4052257.252580
  nChanged 10
		SP:Iteration 58Q (63820.310000 sec): 3 clusters
  Score: Raw -4055634.626825 + Penalty 3375.712718 = -4052258.914107
  nChanged 10
		SP:Iteration 59Q (63820.610000 sec): 3 clusters
  Score: Raw -4055636.051742 + Penalty 3375.712718 = -4052260.339024
  nChanged 7
		SP:Iteration 60F (63820.950000 sec): 3 clusters
  Score: Raw -4055637.237137 + Penalty 3375.712718 = -4052261.524419
  nChanged 8
		SP:Iteration 61Q (63821.250000 sec): 3 clusters
  Score: Raw -4055638.360689 + Penalty 3375.712718 = -4052262.647971
  nChanged 6
		SP:Iteration 62Q (63821.570000 sec): 3 clusters
  Score: Raw -4055639.221639 + Penalty 3375.712718 = -4052263.508921
  nChanged 5
		SP:Iteration 63Q (63821.870000 sec): 3 clusters
  Score: Raw -4055639.839780 + Penalty 3375.712718 = -4052264.127062
  nChanged 3
		SP:Iteration 64Q (63822.180000 sec): 3 clusters
  Score: Raw -4055640.164704 + Penalty 3375.712718 = -4052264.451986
  nChanged 2
		SP:Iteration 65Q (63822.500000 sec): 3 clusters
  Score: Raw -4055640.435282 + Penalty 3375.712718 = -4052264.722564
  nChanged 1
		SP:Iteration 66Q (63822.820000 sec): 3 clusters
  Score: Raw -4055640.555864 + Penalty 3375.712718 = -4052264.843146
  nChanged 3
		SP:Iteration 67Q (63823.120000 sec): 3 clusters
  Score: Raw -4055641.037035 + Penalty 3375.712718 = -4052265.324317
  nChanged 2
		SP:Iteration 68Q (63823.430000 sec): 3 clusters
  Score: Raw -4055641.287457 + Penalty 3375.712718 = -4052265.574739
  nChanged 2
		SP:Iteration 69Q (63823.750000 sec): 3 clusters
  Score: Raw -4055641.594884 + Penalty 3375.712718 = -4052265.882166
  nChanged 2
		SP:Iteration 70Q (63824.070000 sec): 3 clusters
  Score: Raw -4055641.826199 + Penalty 3375.712718 = -4052266.113481
  nChanged 2
		SP:Iteration 71Q (63824.380000 sec): 3 clusters
  Score: Raw -4055642.117602 + Penalty 3375.712718 = -4052266.404884
  nChanged 2
		SP:Iteration 72Q (63824.690000 sec): 3 clusters
  Score: Raw -4055642.320910 + Penalty 3375.712718 = -4052266.608192
  nChanged 2
		SP:Iteration 73Q (63825.010000 sec): 3 clusters
  Score: Raw -4055642.559764 + Penalty 3375.712718 = -4052266.847046
  nChanged 0
		SP:Iteration 74F (63825.350000 sec): 3 clusters
  Score: Raw -4055642.559764 + Penalty 3375.712718 = -4052266.847046
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 67 (16717 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63825.520000 sec): 2 clusters
  Score: Raw -1948611.653053 + Penalty 1580.179485 = -1947031.473568
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63825.750000 sec): 3 clusters
  Score: Raw -1938785.114221 + Penalty 3160.358970 = -1935624.755251
  nChanged 7422
		SP:Iteration 1F (63825.940000 sec): 3 clusters
  Score: Raw -1943090.909566 + Penalty 3160.358970 = -1939930.550597
  nChanged 1044
		SP:Iteration 2F (63826.130000 sec): 3 clusters
  Score: Raw -1943625.694378 + Penalty 3160.358970 = -1940465.335408
  nChanged 1026
		SP:Iteration 3F (63826.320000 sec): 3 clusters
  Score: Raw -1944203.621414 + Penalty 3160.358970 = -1941043.262444
  nChanged 1000
		SP:Iteration 4F (63826.520000 sec): 3 clusters
  Score: Raw -1944805.612096 + Penalty 3160.358970 = -1941645.253127
  nChanged 1013
		SP:Iteration 5F (63826.780000 sec): 3 clusters
  Score: Raw -1945447.253579 + Penalty 3160.358970 = -1942286.894609
  nChanged 981
		SP:Iteration 6F (63827.010000 sec): 3 clusters
  Score: Raw -1946050.160628 + Penalty 3160.358970 = -1942889.801658
  nChanged 882
		SP:Iteration 7F (63827.200000 sec): 3 clusters
  Score: Raw -1946576.996119 + Penalty 3160.358970 = -1943416.637150
  nChanged 773
		SP:Iteration 8Q (63827.390000 sec): 3 clusters
  Score: Raw -1947067.163559 + Penalty 3160.358970 = -1943906.804590
  nChanged 694
		SP:Iteration 9Q (63827.650000 sec): 3 clusters
  Score: Raw -1947560.088792 + Penalty 3160.358970 = -1944399.729823
  nChanged 619
		SP:Iteration 10Q (63827.870000 sec): 3 clusters
  Score: Raw -1948020.190231 + Penalty 3160.358970 = -1944859.831261
  nChanged 520
		SP:Iteration 11Q (63828.060000 sec): 3 clusters
  Score: Raw -1948280.494343 + Penalty 3160.358970 = -1945120.135374
  nChanged 398
		SP:Iteration 12Q (63828.250000 sec): 3 clusters
  Score: Raw -1948427.941841 + Penalty 3160.358970 = -1945267.582871
  nChanged 316
		SP:Iteration 13Q (63828.430000 sec): 3 clusters
  Score: Raw -1948523.942396 + Penalty 3160.358970 = -1945363.583426
  nChanged 257
		SP:Iteration 14Q (63828.610000 sec): 3 clusters
  Score: Raw -1948593.875840 + Penalty 3160.358970 = -1945433.516871
  nChanged 195
		SP:Iteration 15Q (63828.780000 sec): 3 clusters
  Score: Raw -1948633.959245 + Penalty 3160.358970 = -1945473.600275
  nChanged 145
		SP:Iteration 16Q (63828.970000 sec): 3 clusters
  Score: Raw -1948660.774359 + Penalty 3160.358970 = -1945500.415390
  nChanged 112
		SP:Iteration 17Q (63829.150000 sec): 3 clusters
  Score: Raw -1948678.910124 + Penalty 3160.358970 = -1945518.551155
  nChanged 91
		SP:Iteration 18Q (63829.370000 sec): 3 clusters
  Score: Raw -1948690.795516 + Penalty 3160.358970 = -1945530.436547
  nChanged 73
		SP:Iteration 19Q (63829.630000 sec): 3 clusters
  Score: Raw -1948699.647182 + Penalty 3160.358970 = -1945539.288213
  nChanged 64
		SP:Iteration 20F (63829.820000 sec): 3 clusters
  Score: Raw -1948707.161745 + Penalty 3160.358970 = -1945546.802775
  nChanged 52
		SP:Iteration 21Q (63830.000000 sec): 3 clusters
  Score: Raw -1948713.731548 + Penalty 3160.358970 = -1945553.372579
  nChanged 59
		SP:Iteration 22Q (63830.180000 sec): 3 clusters
  Score: Raw -1948720.736050 + Penalty 3160.358970 = -1945560.377080
  nChanged 52
		SP:Iteration 23Q (63830.360000 sec): 3 clusters
  Score: Raw -1948726.982760 + Penalty 3160.358970 = -1945566.623790
  nChanged 50
		SP:Iteration 24Q (63830.540000 sec): 3 clusters
  Score: Raw -1948734.296693 + Penalty 3160.358970 = -1945573.937724
  nChanged 58
		SP:Iteration 25Q (63830.720000 sec): 3 clusters
  Score: Raw -1948742.934876 + Penalty 3160.358970 = -1945582.575906
  nChanged 60
		SP:Iteration 26Q (63830.900000 sec): 3 clusters
  Score: Raw -1948750.831884 + Penalty 3160.358970 = -1945590.472914
  nChanged 59
		SP:Iteration 27Q (63831.080000 sec): 3 clusters
  Score: Raw -1948756.970555 + Penalty 3160.358970 = -1945596.611586
  nChanged 47
		SP:Iteration 28Q (63831.260000 sec): 3 clusters
  Score: Raw -1948762.753789 + Penalty 3160.358970 = -1945602.394819
  nChanged 46
		SP:Iteration 29Q (63831.440000 sec): 3 clusters
  Score: Raw -1948768.479536 + Penalty 3160.358970 = -1945608.120566
  nChanged 50
		SP:Iteration 30Q (63831.620000 sec): 3 clusters
  Score: Raw -1948773.608044 + Penalty 3160.358970 = -1945613.249074
  nChanged 41
		SP:Iteration 31Q (63831.800000 sec): 3 clusters
  Score: Raw -1948777.701142 + Penalty 3160.358970 = -1945617.342173
  nChanged 36
		SP:Iteration 32Q (63831.980000 sec): 3 clusters
  Score: Raw -1948781.747387 + Penalty 3160.358970 = -1945621.388417
  nChanged 31
		SP:Iteration 33Q (63832.170000 sec): 3 clusters
  Score: Raw -1948784.858337 + Penalty 3160.358970 = -1945624.499368
  nChanged 33
		SP:Iteration 34Q (63832.350000 sec): 3 clusters
  Score: Raw -1948789.524069 + Penalty 3160.358970 = -1945629.165099
  nChanged 47
		SP:Iteration 35Q (63832.530000 sec): 3 clusters
  Score: Raw -1948795.508597 + Penalty 3160.358970 = -1945635.149627
  nChanged 49
		SP:Iteration 36Q (63832.700000 sec): 3 clusters
  Score: Raw -1948801.239873 + Penalty 3160.358970 = -1945640.880903
  nChanged 42
		SP:Iteration 37Q (63832.880000 sec): 3 clusters
  Score: Raw -1948805.950733 + Penalty 3160.358970 = -1945645.591763
  nChanged 31
		SP:Iteration 38Q (63833.060000 sec): 3 clusters
  Score: Raw -1948809.907879 + Penalty 3160.358970 = -1945649.548910
  nChanged 31
		SP:Iteration 39Q (63833.240000 sec): 3 clusters
  Score: Raw -1948813.231006 + Penalty 3160.358970 = -1945652.872036
  nChanged 31
		SP:Iteration 40F (63833.430000 sec): 3 clusters
  Score: Raw -1948817.454323 + Penalty 3160.358970 = -1945657.095354
  nChanged 42
		SP:Iteration 41Q (63833.610000 sec): 3 clusters
  Score: Raw -1948822.897573 + Penalty 3160.358970 = -1945662.538604
  nChanged 46
		SP:Iteration 42Q (63833.780000 sec): 3 clusters
  Score: Raw -1948829.957741 + Penalty 3160.358970 = -1945669.598771
  nChanged 48
		SP:Iteration 43Q (63833.960000 sec): 3 clusters
  Score: Raw -1948836.932734 + Penalty 3160.358970 = -1945676.573764
  nChanged 55
		SP:Iteration 44Q (63834.140000 sec): 3 clusters
  Score: Raw -1948844.738916 + Penalty 3160.358970 = -1945684.379947
  nChanged 42
		SP:Iteration 45Q (63834.320000 sec): 3 clusters
  Score: Raw -1948851.964933 + Penalty 3160.358970 = -1945691.605964
  nChanged 55
		SP:Iteration 46Q (63834.500000 sec): 3 clusters
  Score: Raw -1948860.665289 + Penalty 3160.358970 = -1945700.306320
  nChanged 54
		SP:Iteration 47Q (63834.680000 sec): 3 clusters
  Score: Raw -1948867.818729 + Penalty 3160.358970 = -1945707.459759
  nChanged 48
		SP:Iteration 48Q (63834.860000 sec): 3 clusters
  Score: Raw -1948875.057346 + Penalty 3160.358970 = -1945714.698376
  nChanged 51
		SP:Iteration 49Q (63835.040000 sec): 3 clusters
  Score: Raw -1948882.705777 + Penalty 3160.358970 = -1945722.346808
  nChanged 55
		SP:Iteration 50Q (63835.210000 sec): 3 clusters
  Score: Raw -1948890.355568 + Penalty 3160.358970 = -1945729.996598
  nChanged 50
		SP:Iteration 51Q (63835.390000 sec): 3 clusters
  Score: Raw -1948899.168687 + Penalty 3160.358970 = -1945738.809718
  nChanged 63
		SP:Iteration 52Q (63835.570000 sec): 3 clusters
  Score: Raw -1948908.099965 + Penalty 3160.358970 = -1945747.740995
  nChanged 51
		SP:Iteration 53Q (63835.750000 sec): 3 clusters
  Score: Raw -1948916.033191 + Penalty 3160.358970 = -1945755.674221
  nChanged 51
		SP:Iteration 54Q (63835.930000 sec): 3 clusters
  Score: Raw -1948923.818844 + Penalty 3160.358970 = -1945763.459875
  nChanged 49
		SP:Iteration 55Q (63836.100000 sec): 3 clusters
  Score: Raw -1948930.808428 + Penalty 3160.358970 = -1945770.449458
  nChanged 30
		SP:Iteration 56Q (63836.280000 sec): 3 clusters
  Score: Raw -1948934.804205 + Penalty 3160.358970 = -1945774.445235
  nChanged 26
		SP:Iteration 57Q (63836.460000 sec): 3 clusters
  Score: Raw -1948937.739145 + Penalty 3160.358970 = -1945777.380176
  nChanged 25
		SP:Iteration 58Q (63836.640000 sec): 3 clusters
  Score: Raw -1948940.345415 + Penalty 3160.358970 = -1945779.986445
  nChanged 25
		SP:Iteration 59Q (63836.810000 sec): 3 clusters
  Score: Raw -1948942.679360 + Penalty 3160.358970 = -1945782.320390
  nChanged 14
		SP:Iteration 60F (63837.000000 sec): 3 clusters
  Score: Raw -1948944.124952 + Penalty 3160.358970 = -1945783.765983
  nChanged 17
		SP:Iteration 61Q (63837.180000 sec): 3 clusters
  Score: Raw -1948945.987828 + Penalty 3160.358970 = -1945785.628859
  nChanged 22
		SP:Iteration 62Q (63837.360000 sec): 3 clusters
  Score: Raw -1948948.989961 + Penalty 3160.358970 = -1945788.630991
  nChanged 20
		SP:Iteration 63Q (63837.540000 sec): 3 clusters
  Score: Raw -1948951.195825 + Penalty 3160.358970 = -1945790.836855
  nChanged 18
		SP:Iteration 64Q (63837.710000 sec): 3 clusters
  Score: Raw -1948953.432648 + Penalty 3160.358970 = -1945793.073678
  nChanged 13
		SP:Iteration 65Q (63837.890000 sec): 3 clusters
  Score: Raw -1948955.173263 + Penalty 3160.358970 = -1945794.814293
  nChanged 11
		SP:Iteration 66Q (63838.110000 sec): 3 clusters
  Score: Raw -1948956.506836 + Penalty 3160.358970 = -1945796.147867
  nChanged 19
		SP:Iteration 67Q (63838.350000 sec): 3 clusters
  Score: Raw -1948958.776467 + Penalty 3160.358970 = -1945798.417497
  nChanged 23
		SP:Iteration 68Q (63838.560000 sec): 3 clusters
  Score: Raw -1948962.541640 + Penalty 3160.358970 = -1945802.182671
  nChanged 32
		SP:Iteration 69Q (63838.750000 sec): 3 clusters
  Score: Raw -1948967.339079 + Penalty 3160.358970 = -1945806.980110
  nChanged 32
		SP:Iteration 70Q (63838.930000 sec): 3 clusters
  Score: Raw -1948971.113030 + Penalty 3160.358970 = -1945810.754060
  nChanged 30
		SP:Iteration 71Q (63839.110000 sec): 3 clusters
  Score: Raw -1948974.511744 + Penalty 3160.358970 = -1945814.152774
  nChanged 22
		SP:Iteration 72Q (63839.280000 sec): 3 clusters
  Score: Raw -1948977.660884 + Penalty 3160.358970 = -1945817.301914
  nChanged 31
		SP:Iteration 73Q (63839.460000 sec): 3 clusters
  Score: Raw -1948982.624829 + Penalty 3160.358970 = -1945822.265860
  nChanged 41
		SP:Iteration 74Q (63839.640000 sec): 3 clusters
  Score: Raw -1948988.559181 + Penalty 3160.358970 = -1945828.200212
  nChanged 31
		SP:Iteration 75Q (63839.820000 sec): 3 clusters
  Score: Raw -1948992.982552 + Penalty 3160.358970 = -1945832.623583
  nChanged 30
		SP:Iteration 76Q (63840.000000 sec): 3 clusters
  Score: Raw -1948997.137080 + Penalty 3160.358970 = -1945836.778111
  nChanged 34
		SP:Iteration 77Q (63840.180000 sec): 3 clusters
  Score: Raw -1949002.711143 + Penalty 3160.358970 = -1945842.352174
  nChanged 39
		SP:Iteration 78Q (63840.360000 sec): 3 clusters
  Score: Raw -1949010.957483 + Penalty 3160.358970 = -1945850.598513
  nChanged 45
		SP:Iteration 79Q (63840.540000 sec): 3 clusters
  Score: Raw -1949019.226064 + Penalty 3160.358970 = -1945858.867094
  nChanged 40
		SP:Iteration 80F (63840.800000 sec): 3 clusters
  Score: Raw -1949025.952286 + Penalty 3160.358970 = -1945865.593316
  nChanged 40
		SP:Iteration 81Q (63841.040000 sec): 3 clusters
  Score: Raw -1949032.386432 + Penalty 3160.358970 = -1945872.027462
  nChanged 37
		SP:Iteration 82Q (63841.220000 sec): 3 clusters
  Score: Raw -1949038.090115 + Penalty 3160.358970 = -1945877.731145
  nChanged 29
		SP:Iteration 83Q (63841.430000 sec): 3 clusters
  Score: Raw -1949042.717701 + Penalty 3160.358970 = -1945882.358732
  nChanged 38
		SP:Iteration 84Q (63841.610000 sec): 3 clusters
  Score: Raw -1949048.479833 + Penalty 3160.358970 = -1945888.120863
  nChanged 30
		SP:Iteration 85Q (63841.800000 sec): 3 clusters
  Score: Raw -1949053.458430 + Penalty 3160.358970 = -1945893.099460
  nChanged 40
		SP:Iteration 86Q (63841.980000 sec): 3 clusters
  Score: Raw -1949060.863270 + Penalty 3160.358970 = -1945900.504301
  nChanged 38
		SP:Iteration 87Q (63842.170000 sec): 3 clusters
  Score: Raw -1949067.279345 + Penalty 3160.358970 = -1945906.920375
  nChanged 34
		SP:Iteration 88Q (63842.350000 sec): 3 clusters
  Score: Raw -1949072.739103 + Penalty 3160.358970 = -1945912.380133
  nChanged 32
		SP:Iteration 89Q (63842.530000 sec): 3 clusters
  Score: Raw -1949078.251844 + Penalty 3160.358970 = -1945917.892875
  nChanged 31
		SP:Iteration 90Q (63842.710000 sec): 3 clusters
  Score: Raw -1949083.574225 + Penalty 3160.358970 = -1945923.215255
  nChanged 29
		SP:Iteration 91Q (63842.890000 sec): 3 clusters
  Score: Raw -1949087.966353 + Penalty 3160.358970 = -1945927.607383
  nChanged 20
		SP:Iteration 92Q (63843.070000 sec): 3 clusters
  Score: Raw -1949091.115516 + Penalty 3160.358970 = -1945930.756547
  nChanged 21
		SP:Iteration 93Q (63843.250000 sec): 3 clusters
  Score: Raw -1949094.004352 + Penalty 3160.358970 = -1945933.645382
  nChanged 28
		SP:Iteration 94Q (63843.430000 sec): 3 clusters
  Score: Raw -1949098.526929 + Penalty 3160.358970 = -1945938.167959
  nChanged 31
		SP:Iteration 95Q (63843.610000 sec): 3 clusters
  Score: Raw -1949103.627202 + Penalty 3160.358970 = -1945943.268233
  nChanged 26
		SP:Iteration 96Q (63843.820000 sec): 3 clusters
  Score: Raw -1949107.701611 + Penalty 3160.358970 = -1945947.342642
  nChanged 26
		SP:Iteration 97Q (63844.000000 sec): 3 clusters
  Score: Raw -1949110.938033 + Penalty 3160.358970 = -1945950.579063
  nChanged 29
		SP:Iteration 98Q (63844.170000 sec): 3 clusters
  Score: Raw -1949114.371454 + Penalty 3160.358970 = -1945954.012485
  nChanged 16
		SP:Iteration 99Q (63844.350000 sec): 3 clusters
  Score: Raw -1949116.002722 + Penalty 3160.358970 = -1945955.643752
  nChanged 14
		SP:Iteration 100F (63844.540000 sec): 3 clusters
  Score: Raw -1949117.695640 + Penalty 3160.358970 = -1945957.336671
  nChanged 14
		SP:Iteration 101Q (63844.720000 sec): 3 clusters
  Score: Raw -1949119.065353 + Penalty 3160.358970 = -1945958.706384
  nChanged 11
		SP:Iteration 102Q (63844.900000 sec): 3 clusters
  Score: Raw -1949120.393353 + Penalty 3160.358970 = -1945960.034383
  nChanged 9
		SP:Iteration 103Q (63845.090000 sec): 3 clusters
  Score: Raw -1949121.404582 + Penalty 3160.358970 = -1945961.045612
  nChanged 6
		SP:Iteration 104Q (63845.270000 sec): 3 clusters
  Score: Raw -1949122.339023 + Penalty 3160.358970 = -1945961.980053
  nChanged 7
		SP:Iteration 105Q (63845.450000 sec): 3 clusters
  Score: Raw -1949123.014459 + Penalty 3160.358970 = -1945962.655490
  nChanged 7
		SP:Iteration 106Q (63845.630000 sec): 3 clusters
  Score: Raw -1949124.017092 + Penalty 3160.358970 = -1945963.658123
  nChanged 9
		SP:Iteration 107Q (63845.800000 sec): 3 clusters
  Score: Raw -1949124.793987 + Penalty 3160.358970 = -1945964.435017
  nChanged 7
		SP:Iteration 108Q (63846.010000 sec): 3 clusters
  Score: Raw -1949125.566921 + Penalty 3160.358970 = -1945965.207952
  nChanged 5
		SP:Iteration 109Q (63846.190000 sec): 3 clusters
  Score: Raw -1949126.098726 + Penalty 3160.358970 = -1945965.739757
  nChanged 3
		SP:Iteration 110Q (63846.370000 sec): 3 clusters
  Score: Raw -1949126.316791 + Penalty 3160.358970 = -1945965.957822
  nChanged 1
		SP:Iteration 111Q (63846.540000 sec): 3 clusters
  Score: Raw -1949126.401738 + Penalty 3160.358970 = -1945966.042769
  nChanged 1
		SP:Iteration 112Q (63846.720000 sec): 3 clusters
  Score: Raw -1949126.502236 + Penalty 3160.358970 = -1945966.143266
  nChanged 0
		SP:Iteration 113F (63846.910000 sec): 3 clusters
  Score: Raw -1949126.502236 + Penalty 3160.358970 = -1945966.143266
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 68 (8500 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63847.000000 sec): 2 clusters
  Score: Raw -996769.492537 + Penalty 1470.270984 = -995299.221552
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63847.170000 sec): 3 clusters
  Score: Raw -992118.594837 + Penalty 2940.541969 = -989178.052868
  nChanged 3661
		SP:Iteration 1F (63847.310000 sec): 3 clusters
  Score: Raw -994548.870273 + Penalty 2940.541969 = -991608.328305
  nChanged 756
		SP:Iteration 2F (63847.450000 sec): 3 clusters
  Score: Raw -995121.342673 + Penalty 2940.541969 = -992180.800704
  nChanged 652
		SP:Iteration 3F (63847.580000 sec): 3 clusters
  Score: Raw -995600.233850 + Penalty 2940.541969 = -992659.691881
  nChanged 560
		SP:Iteration 4F (63847.700000 sec): 3 clusters
  Score: Raw -995991.223959 + Penalty 2940.541969 = -993050.681990
  nChanged 472
		SP:Iteration 5F (63847.830000 sec): 3 clusters
  Score: Raw -996307.138357 + Penalty 2940.541969 = -993366.596389
  nChanged 388
		SP:Iteration 6Q (63847.950000 sec): 3 clusters
  Score: Raw -996569.237613 + Penalty 2940.541969 = -993628.695644
  nChanged 344
		SP:Iteration 7Q (63848.080000 sec): 3 clusters
  Score: Raw -996768.012274 + Penalty 2940.541969 = -993827.470305
  nChanged 252
		SP:Iteration 8Q (63848.200000 sec): 3 clusters
  Score: Raw -996918.201656 + Penalty 2940.541969 = -993977.659687
  nChanged 205
		SP:Iteration 9Q (63848.310000 sec): 3 clusters
  Score: Raw -997025.040334 + Penalty 2940.541969 = -994084.498365
  nChanged 157
		SP:Iteration 10Q (63848.430000 sec): 3 clusters
  Score: Raw -997105.347335 + Penalty 2940.541969 = -994164.805366
  nChanged 133
		SP:Iteration 11Q (63848.570000 sec): 3 clusters
  Score: Raw -997166.348402 + Penalty 2940.541969 = -994225.806434
  nChanged 93
		SP:Iteration 12Q (63848.690000 sec): 3 clusters
  Score: Raw -997208.718593 + Penalty 2940.541969 = -994268.176625
  nChanged 76
		SP:Iteration 13Q (63848.830000 sec): 3 clusters
  Score: Raw -997241.171723 + Penalty 2940.541969 = -994300.629754
  nChanged 68
		SP:Iteration 14Q (63848.950000 sec): 3 clusters
  Score: Raw -997272.870404 + Penalty 2940.541969 = -994332.328435
  nChanged 50
		SP:Iteration 15Q (63849.090000 sec): 3 clusters
  Score: Raw -997298.390955 + Penalty 2940.541969 = -994357.848986
  nChanged 59
		SP:Iteration 16Q (63849.210000 sec): 3 clusters
  Score: Raw -997322.421347 + Penalty 2940.541969 = -994381.879378
  nChanged 41
		SP:Iteration 17Q (63849.340000 sec): 3 clusters
  Score: Raw -997341.641394 + Penalty 2940.541969 = -994401.099425
  nChanged 49
		SP:Iteration 18Q (63849.470000 sec): 3 clusters
  Score: Raw -997365.160333 + Penalty 2940.541969 = -994424.618364
  nChanged 31
		SP:Iteration 19Q (63849.590000 sec): 3 clusters
  Score: Raw -997382.368510 + Penalty 2940.541969 = -994441.826541
  nChanged 30
		SP:Iteration 20F (63849.730000 sec): 3 clusters
  Score: Raw -997399.677232 + Penalty 2940.541969 = -994459.135263
  nChanged 30
		SP:Iteration 21Q (63849.850000 sec): 3 clusters
  Score: Raw -997412.704327 + Penalty 2940.541969 = -994472.162358
  nChanged 22
		SP:Iteration 22Q (63850.050000 sec): 3 clusters
  Score: Raw -997421.784012 + Penalty 2940.541969 = -994481.242044
  nChanged 20
		SP:Iteration 23Q (63850.270000 sec): 3 clusters
  Score: Raw -997427.677615 + Penalty 2940.541969 = -994487.135646
  nChanged 13
		SP:Iteration 24Q (63850.390000 sec): 3 clusters
  Score: Raw -997432.923098 + Penalty 2940.541969 = -994492.381129
  nChanged 12
		SP:Iteration 25Q (63850.510000 sec): 3 clusters
  Score: Raw -997436.779807 + Penalty 2940.541969 = -994496.237838
  nChanged 7
		SP:Iteration 26Q (63850.640000 sec): 3 clusters
  Score: Raw -997438.834477 + Penalty 2940.541969 = -994498.292509
  nChanged 9
		SP:Iteration 27Q (63850.760000 sec): 3 clusters
  Score: Raw -997442.735651 + Penalty 2940.541969 = -994502.193682
  nChanged 5
		SP:Iteration 28Q (63850.890000 sec): 3 clusters
  Score: Raw -997446.168117 + Penalty 2940.541969 = -994505.626148
  nChanged 8
		SP:Iteration 29Q (63851.010000 sec): 3 clusters
  Score: Raw -997449.358857 + Penalty 2940.541969 = -994508.816888
  nChanged 5
		SP:Iteration 30Q (63851.140000 sec): 3 clusters
  Score: Raw -997452.597640 + Penalty 2940.541969 = -994512.055671
  nChanged 7
		SP:Iteration 31Q (63851.270000 sec): 3 clusters
  Score: Raw -997456.008486 + Penalty 2940.541969 = -994515.466517
  nChanged 12
		SP:Iteration 32Q (63851.390000 sec): 3 clusters
  Score: Raw -997461.973229 + Penalty 2940.541969 = -994521.431260
  nChanged 13
		SP:Iteration 33Q (63851.520000 sec): 3 clusters
  Score: Raw -997469.088574 + Penalty 2940.541969 = -994528.546605
  nChanged 15
		SP:Iteration 34Q (63851.650000 sec): 3 clusters
  Score: Raw -997477.054819 + Penalty 2940.541969 = -994536.512850
  nChanged 18
		SP:Iteration 35Q (63851.770000 sec): 3 clusters
  Score: Raw -997484.960989 + Penalty 2940.541969 = -994544.419020
  nChanged 18
		SP:Iteration 36Q (63851.900000 sec): 3 clusters
  Score: Raw -997493.623092 + Penalty 2940.541969 = -994553.081123
  nChanged 12
		SP:Iteration 37Q (63852.020000 sec): 3 clusters
  Score: Raw -997498.828791 + Penalty 2940.541969 = -994558.286822
  nChanged 7
		SP:Iteration 38Q (63852.140000 sec): 3 clusters
  Score: Raw -997501.815683 + Penalty 2940.541969 = -994561.273715
  nChanged 7
		SP:Iteration 39Q (63852.260000 sec): 3 clusters
  Score: Raw -997504.725689 + Penalty 2940.541969 = -994564.183720
  nChanged 9
		SP:Iteration 40F (63852.380000 sec): 3 clusters
  Score: Raw -997508.690103 + Penalty 2940.541969 = -994568.148134
  nChanged 14
		SP:Iteration 41Q (63852.520000 sec): 3 clusters
  Score: Raw -997518.897562 + Penalty 2940.541969 = -994578.355594
  nChanged 19
		SP:Iteration 42Q (63852.640000 sec): 3 clusters
  Score: Raw -997530.401267 + Penalty 2940.541969 = -994589.859298
  nChanged 20
		SP:Iteration 43Q (63852.770000 sec): 3 clusters
  Score: Raw -997538.943460 + Penalty 2940.541969 = -994598.401491
  nChanged 13
		SP:Iteration 44Q (63852.890000 sec): 3 clusters
  Score: Raw -997544.813974 + Penalty 2940.541969 = -994604.272005
  nChanged 17
		SP:Iteration 45Q (63853.020000 sec): 3 clusters
  Score: Raw -997552.044773 + Penalty 2940.541969 = -994611.502804
  nChanged 17
		SP:Iteration 46Q (63853.140000 sec): 3 clusters
  Score: Raw -997562.047622 + Penalty 2940.541969 = -994621.505654
  nChanged 19
		SP:Iteration 47Q (63853.270000 sec): 3 clusters
  Score: Raw -997572.731671 + Penalty 2940.541969 = -994632.189702
  nChanged 16
		SP:Iteration 48Q (63853.400000 sec): 3 clusters
  Score: Raw -997583.562249 + Penalty 2940.541969 = -994643.020281
  nChanged 15
		SP:Iteration 49Q (63853.520000 sec): 3 clusters
  Score: Raw -997590.358767 + Penalty 2940.541969 = -994649.816798
  nChanged 13
		SP:Iteration 50Q (63853.650000 sec): 3 clusters
  Score: Raw -997595.008262 + Penalty 2940.541969 = -994654.466294
  nChanged 5
		SP:Iteration 51Q (63853.770000 sec): 3 clusters
  Score: Raw -997596.535536 + Penalty 2940.541969 = -994655.993567
  nChanged 6
		SP:Iteration 52Q (63853.900000 sec): 3 clusters
  Score: Raw -997598.410653 + Penalty 2940.541969 = -994657.868685
  nChanged 6
		SP:Iteration 53Q (63854.030000 sec): 3 clusters
  Score: Raw -997601.340738 + Penalty 2940.541969 = -994660.798769
  nChanged 8
		SP:Iteration 54Q (63854.150000 sec): 3 clusters
  Score: Raw -997604.732824 + Penalty 2940.541969 = -994664.190855
  nChanged 8
		SP:Iteration 55Q (63854.270000 sec): 3 clusters
  Score: Raw -997608.123869 + Penalty 2940.541969 = -994667.581900
  nChanged 7
		SP:Iteration 56Q (63854.400000 sec): 3 clusters
  Score: Raw -997610.433341 + Penalty 2940.541969 = -994669.891372
  nChanged 4
		SP:Iteration 57Q (63854.530000 sec): 3 clusters
  Score: Raw -997612.207221 + Penalty 2940.541969 = -994671.665253
  nChanged 5
		SP:Iteration 58Q (63854.650000 sec): 3 clusters
  Score: Raw -997613.613411 + Penalty 2940.541969 = -994673.071442
  nChanged 2
		SP:Iteration 59Q (63854.770000 sec): 3 clusters
  Score: Raw -997614.067720 + Penalty 2940.541969 = -994673.525751
  nChanged 4
		SP:Iteration 60F (63854.910000 sec): 3 clusters
  Score: Raw -997616.064288 + Penalty 2940.541969 = -994675.522320
  nChanged 6
		SP:Iteration 61Q (63855.020000 sec): 3 clusters
  Score: Raw -997618.323739 + Penalty 2940.541969 = -994677.781770
  nChanged 4
		SP:Iteration 62Q (63855.130000 sec): 3 clusters
  Score: Raw -997620.880726 + Penalty 2940.541969 = -994680.338757
  nChanged 5
		SP:Iteration 63Q (63855.250000 sec): 3 clusters
  Score: Raw -997623.576406 + Penalty 2940.541969 = -994683.034437
  nChanged 4
		SP:Iteration 64Q (63855.380000 sec): 3 clusters
  Score: Raw -997625.459022 + Penalty 2940.541969 = -994684.917053
  nChanged 1
		SP:Iteration 65Q (63855.500000 sec): 3 clusters
  Score: Raw -997625.916945 + Penalty 2940.541969 = -994685.374976
  nChanged 1
		SP:Iteration 66Q (63855.630000 sec): 3 clusters
  Score: Raw -997626.136467 + Penalty 2940.541969 = -994685.594498
  nChanged 0
		SP:Iteration 67F (63855.760000 sec): 3 clusters
  Score: Raw -997626.136467 + Penalty 2940.541969 = -994685.594498
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 69 (2476 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63855.830000 sec): 2 clusters
  Score: Raw -266061.037322 + Penalty 1269.839940 = -264791.197381
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63855.880000 sec): 3 clusters
  Score: Raw -264970.215033 + Penalty 2539.679881 = -262430.535152
  nChanged 930
		SP:Iteration 1F (63855.930000 sec): 3 clusters
  Score: Raw -265604.602362 + Penalty 2539.679881 = -263064.922481
  nChanged 197
		SP:Iteration 2F (63855.970000 sec): 3 clusters
  Score: Raw -265782.442478 + Penalty 2539.679881 = -263242.762597
  nChanged 148
		SP:Iteration 3F (63856.020000 sec): 3 clusters
  Score: Raw -265892.855535 + Penalty 2539.679881 = -263353.175654
  nChanged 114
		SP:Iteration 4Q (63856.060000 sec): 3 clusters
  Score: Raw -265989.838787 + Penalty 2539.679881 = -263450.158906
  nChanged 100
		SP:Iteration 5Q (63856.110000 sec): 3 clusters
  Score: Raw -266075.148977 + Penalty 2539.679881 = -263535.469096
  nChanged 92
		SP:Iteration 6Q (63856.150000 sec): 3 clusters
  Score: Raw -266146.014896 + Penalty 2539.679881 = -263606.335015
  nChanged 88
		SP:Iteration 7Q (63856.200000 sec): 3 clusters
  Score: Raw -266212.214404 + Penalty 2539.679881 = -263672.534523
  nChanged 71
		SP:Iteration 8Q (63856.240000 sec): 3 clusters
  Score: Raw -266263.454203 + Penalty 2539.679881 = -263723.774322
  nChanged 62
		SP:Iteration 9Q (63856.290000 sec): 3 clusters
  Score: Raw -266313.581262 + Penalty 2539.679881 = -263773.901381
  nChanged 54
		SP:Iteration 10Q (63856.330000 sec): 3 clusters
  Score: Raw -266347.352608 + Penalty 2539.679881 = -263807.672727
  nChanged 41
		SP:Iteration 11Q (63856.370000 sec): 3 clusters
  Score: Raw -266374.064222 + Penalty 2539.679881 = -263834.384341
  nChanged 36
		SP:Iteration 12Q (63856.420000 sec): 3 clusters
  Score: Raw -266399.787199 + Penalty 2539.679881 = -263860.107318
  nChanged 36
		SP:Iteration 13Q (63856.470000 sec): 3 clusters
  Score: Raw -266413.554700 + Penalty 2539.679881 = -263873.874819
  nChanged 19
		SP:Iteration 14Q (63856.510000 sec): 3 clusters
  Score: Raw -266421.243567 + Penalty 2539.679881 = -263881.563686
  nChanged 11
		SP:Iteration 15Q (63856.550000 sec): 3 clusters
  Score: Raw -266427.418381 + Penalty 2539.679881 = -263887.738500
  nChanged 14
		SP:Iteration 16Q (63856.600000 sec): 3 clusters
  Score: Raw -266434.018492 + Penalty 2539.679881 = -263894.338611
  nChanged 8
		SP:Iteration 17Q (63856.640000 sec): 3 clusters
  Score: Raw -266437.707019 + Penalty 2539.679881 = -263898.027138
  nChanged 9
		SP:Iteration 18Q (63856.690000 sec): 3 clusters
  Score: Raw -266441.089942 + Penalty 2539.679881 = -263901.410061
  nChanged 7
		SP:Iteration 19Q (63856.730000 sec): 3 clusters
  Score: Raw -266443.690704 + Penalty 2539.679881 = -263904.010823
  nChanged 6
		SP:Iteration 20F (63856.770000 sec): 3 clusters
  Score: Raw -266446.222868 + Penalty 2539.679881 = -263906.542987
  nChanged 4
		SP:Iteration 21Q (63856.820000 sec): 3 clusters
  Score: Raw -266449.168700 + Penalty 2539.679881 = -263909.488819
  nChanged 4
		SP:Iteration 22Q (63856.870000 sec): 3 clusters
  Score: Raw -266450.607472 + Penalty 2539.679881 = -263910.927591
  nChanged 1
		SP:Iteration 23Q (63856.910000 sec): 3 clusters
  Score: Raw -266451.043586 + Penalty 2539.679881 = -263911.363705
  nChanged 2
		SP:Iteration 24Q (63856.960000 sec): 3 clusters
  Score: Raw -266451.760454 + Penalty 2539.679881 = -263912.080573
  nChanged 2
		SP:Iteration 25Q (63857.000000 sec): 3 clusters
  Score: Raw -266452.164671 + Penalty 2539.679881 = -263912.484790
  nChanged 1
		SP:Iteration 26Q (63857.040000 sec): 3 clusters
  Score: Raw -266452.420446 + Penalty 2539.679881 = -263912.740565
  nChanged 0
		SP:Iteration 27F (63857.090000 sec): 3 clusters
  Score: Raw -266452.420446 + Penalty 2539.679881 = -263912.740565
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 70 (4744 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63857.170000 sec): 2 clusters
  Score: Raw -512737.361267 + Penalty 1375.503340 = -511361.857926
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63857.260000 sec): 3 clusters
  Score: Raw -510396.952009 + Penalty 2751.006681 = -507645.945328
  nChanged 1880
		SP:Iteration 1F (63857.340000 sec): 3 clusters
  Score: Raw -511804.490047 + Penalty 2751.006681 = -509053.483366
  nChanged 485
		SP:Iteration 2F (63857.430000 sec): 3 clusters
  Score: Raw -512196.784955 + Penalty 2751.006681 = -509445.778274
  nChanged 323
		SP:Iteration 3F (63857.510000 sec): 3 clusters
  Score: Raw -512430.797146 + Penalty 2751.006681 = -509679.790466
  nChanged 241
		SP:Iteration 4F (63857.600000 sec): 3 clusters
  Score: Raw -512599.809364 + Penalty 2751.006681 = -509848.802683
  nChanged 201
		SP:Iteration 5Q (63857.680000 sec): 3 clusters
  Score: Raw -512725.871183 + Penalty 2751.006681 = -509974.864502
  nChanged 145
		SP:Iteration 6Q (63857.760000 sec): 3 clusters
  Score: Raw -512811.153297 + Penalty 2751.006681 = -510060.146616
  nChanged 122
		SP:Iteration 7Q (63857.850000 sec): 3 clusters
  Score: Raw -512869.905878 + Penalty 2751.006681 = -510118.899197
  nChanged 103
		SP:Iteration 8Q (63857.940000 sec): 3 clusters
  Score: Raw -512907.746130 + Penalty 2751.006681 = -510156.739449
  nChanged 59
		SP:Iteration 9Q (63858.020000 sec): 3 clusters
  Score: Raw -512926.868185 + Penalty 2751.006681 = -510175.861505
  nChanged 45
		SP:Iteration 10Q (63858.100000 sec): 3 clusters
  Score: Raw -512939.429435 + Penalty 2751.006681 = -510188.422754
  nChanged 39
		SP:Iteration 11Q (63858.180000 sec): 3 clusters
  Score: Raw -512951.812085 + Penalty 2751.006681 = -510200.805404
  nChanged 38
		SP:Iteration 12Q (63858.270000 sec): 3 clusters
  Score: Raw -512964.136788 + Penalty 2751.006681 = -510213.130107
  nChanged 41
		SP:Iteration 13Q (63858.350000 sec): 3 clusters
  Score: Raw -512977.846038 + Penalty 2751.006681 = -510226.839357
  nChanged 36
		SP:Iteration 14Q (63858.440000 sec): 3 clusters
  Score: Raw -512988.427742 + Penalty 2751.006681 = -510237.421062
  nChanged 26
		SP:Iteration 15Q (63858.520000 sec): 3 clusters
  Score: Raw -512992.493493 + Penalty 2751.006681 = -510241.486812
  nChanged 13
		SP:Iteration 16Q (63858.600000 sec): 3 clusters
  Score: Raw -512995.392816 + Penalty 2751.006681 = -510244.386135
  nChanged 18
		SP:Iteration 17Q (63858.690000 sec): 3 clusters
  Score: Raw -513001.529020 + Penalty 2751.006681 = -510250.522339
  nChanged 29
		SP:Iteration 18Q (63858.770000 sec): 3 clusters
  Score: Raw -513009.702205 + Penalty 2751.006681 = -510258.695525
  nChanged 28
		SP:Iteration 19Q (63858.850000 sec): 3 clusters
  Score: Raw -513015.889973 + Penalty 2751.006681 = -510264.883292
  nChanged 21
		SP:Iteration 20F (63858.940000 sec): 3 clusters
  Score: Raw -513019.783732 + Penalty 2751.006681 = -510268.777051
  nChanged 14
		SP:Iteration 21Q (63859.020000 sec): 3 clusters
  Score: Raw -513022.708378 + Penalty 2751.006681 = -510271.701698
  nChanged 12
		SP:Iteration 22Q (63859.100000 sec): 3 clusters
  Score: Raw -513024.833139 + Penalty 2751.006681 = -510273.826458
  nChanged 5
		SP:Iteration 23Q (63859.190000 sec): 3 clusters
  Score: Raw -513026.596651 + Penalty 2751.006681 = -510275.589971
  nChanged 6
		SP:Iteration 24Q (63859.270000 sec): 3 clusters
  Score: Raw -513028.233846 + Penalty 2751.006681 = -510277.227165
  nChanged 5
		SP:Iteration 25Q (63859.360000 sec): 3 clusters
  Score: Raw -513029.313511 + Penalty 2751.006681 = -510278.306830
  nChanged 5
		SP:Iteration 26Q (63859.440000 sec): 3 clusters
  Score: Raw -513030.347646 + Penalty 2751.006681 = -510279.340965
  nChanged 6
		SP:Iteration 27Q (63859.530000 sec): 3 clusters
  Score: Raw -513031.301815 + Penalty 2751.006681 = -510280.295134
  nChanged 4
		SP:Iteration 28Q (63859.610000 sec): 3 clusters
  Score: Raw -513032.514917 + Penalty 2751.006681 = -510281.508237
  nChanged 2
		SP:Iteration 29Q (63859.700000 sec): 3 clusters
  Score: Raw -513032.738898 + Penalty 2751.006681 = -510281.732218
  nChanged 1
		SP:Iteration 30Q (63859.780000 sec): 3 clusters
  Score: Raw -513032.953705 + Penalty 2751.006681 = -510281.947024
  nChanged 3
		SP:Iteration 31Q (63859.870000 sec): 3 clusters
  Score: Raw -513033.412165 + Penalty 2751.006681 = -510282.405484
  nChanged 1
		SP:Iteration 32Q (63859.950000 sec): 3 clusters
  Score: Raw -513033.473307 + Penalty 2751.006681 = -510282.466626
  nChanged 0
		SP:Iteration 33F (63860.030000 sec): 3 clusters
  Score: Raw -513033.473307 + Penalty 2751.006681 = -510282.466626
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 71 (490 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63860.090000 sec): 2 clusters
  Score: Raw -55922.753356 + Penalty 1006.590876 = -54916.162480
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63860.090000 sec): 3 clusters
  Score: Raw -55836.089192 + Penalty 2013.181752 = -53822.907440
  nChanged 115
		SP:Iteration 1F (63860.110000 sec): 3 clusters
  Score: Raw -56001.017867 + Penalty 2013.181752 = -53987.836115
  nChanged 28
		SP:Iteration 2F (63860.120000 sec): 3 clusters
  Score: Raw -56057.314963 + Penalty 2013.181752 = -54044.133211
  nChanged 25
		SP:Iteration 3F (63860.130000 sec): 3 clusters
  Score: Raw -56107.915425 + Penalty 2013.181752 = -54094.733673
  nChanged 18
		SP:Iteration 4Q (63860.140000 sec): 3 clusters
  Score: Raw -56155.386677 + Penalty 2013.181752 = -54142.204925
  nChanged 14
		SP:Iteration 5Q (63860.150000 sec): 3 clusters
  Score: Raw -56174.838428 + Penalty 2013.181752 = -54161.656676
  nChanged 7
		SP:Iteration 6Q (63860.160000 sec): 3 clusters
  Score: Raw -56189.823168 + Penalty 2013.181752 = -54176.641416
  nChanged 11
		SP:Iteration 7Q (63860.170000 sec): 3 clusters
  Score: Raw -56216.232358 + Penalty 2013.181752 = -54203.050606
  nChanged 7
		SP:Iteration 8Q (63860.180000 sec): 3 clusters
  Score: Raw -56228.097524 + Penalty 2013.181752 = -54214.915772
  nChanged 4
		SP:Iteration 9Q (63860.190000 sec): 3 clusters
  Score: Raw -56235.874273 + Penalty 2013.181752 = -54222.692521
  nChanged 2
		SP:Iteration 10Q (63860.200000 sec): 3 clusters
  Score: Raw -56244.999179 + Penalty 2013.181752 = -54231.817427
  nChanged 3
		SP:Iteration 11Q (63860.210000 sec): 3 clusters
  Score: Raw -56255.722634 + Penalty 2013.181752 = -54242.540882
  nChanged 2
		SP:Iteration 12Q (63860.220000 sec): 3 clusters
  Score: Raw -56263.551290 + Penalty 2013.181752 = -54250.369538
  nChanged 3
		SP:Iteration 13Q (63860.230000 sec): 3 clusters
  Score: Raw -56268.539882 + Penalty 2013.181752 = -54255.358130
  nChanged 1
		SP:Iteration 14Q (63860.240000 sec): 3 clusters
  Score: Raw -56269.530813 + Penalty 2013.181752 = -54256.349061
  nChanged 1
		SP:Iteration 15Q (63860.250000 sec): 3 clusters
  Score: Raw -56271.630877 + Penalty 2013.181752 = -54258.449125
  nChanged 1
		SP:Iteration 16Q (63860.260000 sec): 3 clusters
  Score: Raw -56277.106571 + Penalty 2013.181752 = -54263.924819
  nChanged 0
		SP:Iteration 17F (63860.270000 sec): 3 clusters
  Score: Raw -56277.106571 + Penalty 2013.181752 = -54263.924819
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 72 (2033 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63860.330000 sec): 2 clusters
  Score: Raw -235732.506706 + Penalty 1237.806020 = -234494.700687
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63860.370000 sec): 3 clusters
  Score: Raw -234852.677843 + Penalty 2475.612039 = -232377.065804
  nChanged 720
		SP:Iteration 1F (63860.410000 sec): 3 clusters
  Score: Raw -235323.205340 + Penalty 2475.612039 = -232847.593301
  nChanged 184
		SP:Iteration 2F (63860.450000 sec): 3 clusters
  Score: Raw -235502.028271 + Penalty 2475.612039 = -233026.416231
  nChanged 125
		SP:Iteration 3F (63860.480000 sec): 3 clusters
  Score: Raw -235633.980874 + Penalty 2475.612039 = -233158.368835
  nChanged 118
		SP:Iteration 4F (63860.520000 sec): 3 clusters
  Score: Raw -235744.710008 + Penalty 2475.612039 = -233269.097969
  nChanged 100
		SP:Iteration 5Q (63860.560000 sec): 3 clusters
  Score: Raw -235834.950916 + Penalty 2475.612039 = -233359.338876
  nChanged 72
		SP:Iteration 6Q (63860.590000 sec): 3 clusters
  Score: Raw -235888.881965 + Penalty 2475.612039 = -233413.269926
  nChanged 58
		SP:Iteration 7Q (63860.630000 sec): 3 clusters
  Score: Raw -235931.402214 + Penalty 2475.612039 = -233455.790174
  nChanged 48
		SP:Iteration 8Q (63860.670000 sec): 3 clusters
  Score: Raw -235969.532641 + Penalty 2475.612039 = -233493.920602
  nChanged 36
		SP:Iteration 9Q (63860.710000 sec): 3 clusters
  Score: Raw -236004.397806 + Penalty 2475.612039 = -233528.785767
  nChanged 45
		SP:Iteration 10Q (63860.740000 sec): 3 clusters
  Score: Raw -236053.028987 + Penalty 2475.612039 = -233577.416948
  nChanged 51
		SP:Iteration 11Q (63860.780000 sec): 3 clusters
  Score: Raw -236104.091164 + Penalty 2475.612039 = -233628.479125
  nChanged 39
		SP:Iteration 12Q (63860.810000 sec): 3 clusters
  Score: Raw -236136.993942 + Penalty 2475.612039 = -233661.381902
  nChanged 31
		SP:Iteration 13Q (63860.850000 sec): 3 clusters
  Score: Raw -236163.407515 + Penalty 2475.612039 = -233687.795476
  nChanged 19
		SP:Iteration 14Q (63860.890000 sec): 3 clusters
  Score: Raw -236176.239220 + Penalty 2475.612039 = -233700.627181
  nChanged 15
		SP:Iteration 15Q (63860.920000 sec): 3 clusters
  Score: Raw -236187.911884 + Penalty 2475.612039 = -233712.299844
  nChanged 19
		SP:Iteration 16Q (63860.960000 sec): 3 clusters
  Score: Raw -236205.991656 + Penalty 2475.612039 = -233730.379617
  nChanged 15
		SP:Iteration 17Q (63860.990000 sec): 3 clusters
  Score: Raw -236221.260062 + Penalty 2475.612039 = -233745.648023
  nChanged 13
		SP:Iteration 18Q (63861.030000 sec): 3 clusters
  Score: Raw -236233.255606 + Penalty 2475.612039 = -233757.643567
  nChanged 10
		SP:Iteration 19Q (63861.070000 sec): 3 clusters
  Score: Raw -236237.383052 + Penalty 2475.612039 = -233761.771013
  nChanged 5
		SP:Iteration 20F (63861.110000 sec): 3 clusters
  Score: Raw -236241.180264 + Penalty 2475.612039 = -233765.568225
  nChanged 7
		SP:Iteration 21Q (63861.140000 sec): 3 clusters
  Score: Raw -236244.727972 + Penalty 2475.612039 = -233769.115933
  nChanged 10
		SP:Iteration 22Q (63861.180000 sec): 3 clusters
  Score: Raw -236253.203837 + Penalty 2475.612039 = -233777.591798
  nChanged 13
		SP:Iteration 23Q (63861.210000 sec): 3 clusters
  Score: Raw -236264.539547 + Penalty 2475.612039 = -233788.927507
  nChanged 9
		SP:Iteration 24Q (63861.250000 sec): 3 clusters
  Score: Raw -236271.080029 + Penalty 2475.612039 = -233795.467990
  nChanged 13
		SP:Iteration 25Q (63861.290000 sec): 3 clusters
  Score: Raw -236281.773383 + Penalty 2475.612039 = -233806.161343
  nChanged 19
		SP:Iteration 26Q (63861.320000 sec): 3 clusters
  Score: Raw -236293.310759 + Penalty 2475.612039 = -233817.698720
  nChanged 13
		SP:Iteration 27Q (63861.360000 sec): 3 clusters
  Score: Raw -236301.183294 + Penalty 2475.612039 = -233825.571255
  nChanged 12
		SP:Iteration 28Q (63861.390000 sec): 3 clusters
  Score: Raw -236308.696072 + Penalty 2475.612039 = -233833.084033
  nChanged 12
		SP:Iteration 29Q (63861.430000 sec): 3 clusters
  Score: Raw -236316.850994 + Penalty 2475.612039 = -233841.238955
  nChanged 15
		SP:Iteration 30Q (63861.470000 sec): 3 clusters
  Score: Raw -236326.595858 + Penalty 2475.612039 = -233850.983819
  nChanged 13
		SP:Iteration 31Q (63861.500000 sec): 3 clusters
  Score: Raw -236338.229907 + Penalty 2475.612039 = -233862.617867
  nChanged 22
		SP:Iteration 32Q (63861.540000 sec): 3 clusters
  Score: Raw -236361.205342 + Penalty 2475.612039 = -233885.593302
  nChanged 32
		SP:Iteration 33Q (63861.570000 sec): 3 clusters
  Score: Raw -236396.122376 + Penalty 2475.612039 = -233920.510337
  nChanged 26
		SP:Iteration 34Q (63861.610000 sec): 3 clusters
  Score: Raw -236422.981341 + Penalty 2475.612039 = -233947.369301
  nChanged 12
		SP:Iteration 35Q (63861.650000 sec): 3 clusters
  Score: Raw -236435.619812 + Penalty 2475.612039 = -233960.007773
  nChanged 15
		SP:Iteration 36Q (63861.680000 sec): 3 clusters
  Score: Raw -236450.140556 + Penalty 2475.612039 = -233974.528516
  nChanged 12
		SP:Iteration 37Q (63861.720000 sec): 3 clusters
  Score: Raw -236462.377671 + Penalty 2475.612039 = -233986.765632
  nChanged 15
		SP:Iteration 38Q (63861.750000 sec): 3 clusters
  Score: Raw -236477.195765 + Penalty 2475.612039 = -234001.583725
  nChanged 15
		SP:Iteration 39Q (63861.790000 sec): 3 clusters
  Score: Raw -236488.408174 + Penalty 2475.612039 = -234012.796135
  nChanged 10
		SP:Iteration 40F (63861.830000 sec): 3 clusters
  Score: Raw -236496.702758 + Penalty 2475.612039 = -234021.090718
  nChanged 8
		SP:Iteration 41Q (63861.860000 sec): 3 clusters
  Score: Raw -236505.487359 + Penalty 2475.612039 = -234029.875320
  nChanged 10
		SP:Iteration 42Q (63861.900000 sec): 3 clusters
  Score: Raw -236513.108517 + Penalty 2475.612039 = -234037.496478
  nChanged 7
		SP:Iteration 43Q (63861.930000 sec): 3 clusters
  Score: Raw -236518.496404 + Penalty 2475.612039 = -234042.884365
  nChanged 8
		SP:Iteration 44Q (63861.970000 sec): 3 clusters
  Score: Raw -236523.023791 + Penalty 2475.612039 = -234047.411751
  nChanged 7
		SP:Iteration 45Q (63862.000000 sec): 3 clusters
  Score: Raw -236527.884947 + Penalty 2475.612039 = -234052.272907
  nChanged 4
		SP:Iteration 46Q (63862.040000 sec): 3 clusters
  Score: Raw -236531.651260 + Penalty 2475.612039 = -234056.039221
  nChanged 5
		SP:Iteration 47Q (63862.070000 sec): 3 clusters
  Score: Raw -236535.539914 + Penalty 2475.612039 = -234059.927875
  nChanged 4
		SP:Iteration 48Q (63862.110000 sec): 3 clusters
  Score: Raw -236540.051484 + Penalty 2475.612039 = -234064.439444
  nChanged 3
		SP:Iteration 49Q (63862.150000 sec): 3 clusters
  Score: Raw -236545.477013 + Penalty 2475.612039 = -234069.864974
  nChanged 10
		SP:Iteration 50Q (63862.180000 sec): 3 clusters
  Score: Raw -236557.926931 + Penalty 2475.612039 = -234082.314892
  nChanged 10
		SP:Iteration 51Q (63862.210000 sec): 3 clusters
  Score: Raw -236573.995928 + Penalty 2475.612039 = -234098.383889
  nChanged 7
		SP:Iteration 52Q (63862.250000 sec): 3 clusters
  Score: Raw -236579.296390 + Penalty 2475.612039 = -234103.684351
  nChanged 3
		SP:Iteration 53Q (63862.290000 sec): 3 clusters
  Score: Raw -236581.789312 + Penalty 2475.612039 = -234106.177273
  nChanged 4
		SP:Iteration 54Q (63862.320000 sec): 3 clusters
  Score: Raw -236585.461976 + Penalty 2475.612039 = -234109.849937
  nChanged 4
		SP:Iteration 55Q (63862.350000 sec): 3 clusters
  Score: Raw -236589.700348 + Penalty 2475.612039 = -234114.088309
  nChanged 2
		SP:Iteration 56Q (63862.390000 sec): 3 clusters
  Score: Raw -236590.645778 + Penalty 2475.612039 = -234115.033739
  nChanged 2
		SP:Iteration 57Q (63862.430000 sec): 3 clusters
  Score: Raw -236592.110715 + Penalty 2475.612039 = -234116.498675
  nChanged 0
		SP:Iteration 58F (63862.460000 sec): 3 clusters
  Score: Raw -236592.110715 + Penalty 2475.612039 = -234116.498675
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 73 (3511 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63862.530000 sec): 2 clusters
  Score: Raw -395506.784520 + Penalty 1326.594129 = -394180.190392
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63862.600000 sec): 3 clusters
  Score: Raw -393802.335994 + Penalty 2653.188257 = -391149.147736
  nChanged 1363
		SP:Iteration 1F (63862.670000 sec): 3 clusters
  Score: Raw -394616.818393 + Penalty 2653.188257 = -391963.630136
  nChanged 337
		SP:Iteration 2F (63862.730000 sec): 3 clusters
  Score: Raw -394989.386280 + Penalty 2653.188257 = -392336.198023
  nChanged 318
		SP:Iteration 3F (63862.800000 sec): 3 clusters
  Score: Raw -395371.197924 + Penalty 2653.188257 = -392718.009667
  nChanged 313
		SP:Iteration 4F (63862.860000 sec): 3 clusters
  Score: Raw -395740.280285 + Penalty 2653.188257 = -393087.092028
  nChanged 255
		SP:Iteration 5F (63862.920000 sec): 3 clusters
  Score: Raw -395986.344031 + Penalty 2653.188257 = -393333.155774
  nChanged 170
		SP:Iteration 6Q (63862.990000 sec): 3 clusters
  Score: Raw -396103.137548 + Penalty 2653.188257 = -393449.949291
  nChanged 90
		SP:Iteration 7Q (63863.050000 sec): 3 clusters
  Score: Raw -396149.094577 + Penalty 2653.188257 = -393495.906320
  nChanged 52
		SP:Iteration 8Q (63863.110000 sec): 3 clusters
  Score: Raw -396173.003730 + Penalty 2653.188257 = -393519.815473
  nChanged 32
		SP:Iteration 9Q (63863.170000 sec): 3 clusters
  Score: Raw -396190.757480 + Penalty 2653.188257 = -393537.569223
  nChanged 32
		SP:Iteration 10Q (63863.240000 sec): 3 clusters
  Score: Raw -396201.878585 + Penalty 2653.188257 = -393548.690328
  nChanged 23
		SP:Iteration 11Q (63863.300000 sec): 3 clusters
  Score: Raw -396208.064763 + Penalty 2653.188257 = -393554.876506
  nChanged 12
		SP:Iteration 12Q (63863.360000 sec): 3 clusters
  Score: Raw -396212.277341 + Penalty 2653.188257 = -393559.089083
  nChanged 13
		SP:Iteration 13Q (63863.420000 sec): 3 clusters
  Score: Raw -396219.037862 + Penalty 2653.188257 = -393565.849604
  nChanged 11
		SP:Iteration 14Q (63863.490000 sec): 3 clusters
  Score: Raw -396224.173132 + Penalty 2653.188257 = -393570.984874
  nChanged 12
		SP:Iteration 15Q (63863.550000 sec): 3 clusters
  Score: Raw -396227.607271 + Penalty 2653.188257 = -393574.419014
  nChanged 9
		SP:Iteration 16Q (63863.610000 sec): 3 clusters
  Score: Raw -396230.495660 + Penalty 2653.188257 = -393577.307403
  nChanged 6
		SP:Iteration 17Q (63863.670000 sec): 3 clusters
  Score: Raw -396232.623058 + Penalty 2653.188257 = -393579.434801
  nChanged 2
		SP:Iteration 18Q (63863.740000 sec): 3 clusters
  Score: Raw -396233.237603 + Penalty 2653.188257 = -393580.049346
  nChanged 2
		SP:Iteration 19Q (63863.800000 sec): 3 clusters
  Score: Raw -396233.832234 + Penalty 2653.188257 = -393580.643977
  nChanged 3
		SP:Iteration 20F (63863.860000 sec): 3 clusters
  Score: Raw -396234.437283 + Penalty 2653.188257 = -393581.249026
  nChanged 1
		SP:Iteration 21Q (63863.930000 sec): 3 clusters
  Score: Raw -396234.640847 + Penalty 2653.188257 = -393581.452589
  nChanged 0
		SP:Iteration 22F (63863.990000 sec): 3 clusters
  Score: Raw -396234.640847 + Penalty 2653.188257 = -393581.452589
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 74 (15625 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63864.130000 sec): 2 clusters
  Score: Raw -1753784.752230 + Penalty 1569.201965 = -1752215.550266
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63864.400000 sec): 3 clusters
  Score: Raw -1744576.462225 + Penalty 3138.403929 = -1741438.058296
  nChanged 7011
		SP:Iteration 1F (63864.600000 sec): 3 clusters
  Score: Raw -1748654.966488 + Penalty 3138.403929 = -1745516.562559
  nChanged 1092
		SP:Iteration 2F (63864.780000 sec): 3 clusters
  Score: Raw -1749277.499777 + Penalty 3138.403929 = -1746139.095847
  nChanged 1067
		SP:Iteration 3F (63864.960000 sec): 3 clusters
  Score: Raw -1749973.572655 + Penalty 3138.403929 = -1746835.168726
  nChanged 1037
		SP:Iteration 4F (63865.160000 sec): 3 clusters
  Score: Raw -1750652.838253 + Penalty 3138.403929 = -1747514.434324
  nChanged 986
		SP:Iteration 5F (63865.350000 sec): 3 clusters
  Score: Raw -1751223.932154 + Penalty 3138.403929 = -1748085.528225
  nChanged 825
		SP:Iteration 6F (63865.530000 sec): 3 clusters
  Score: Raw -1751677.345401 + Penalty 3138.403929 = -1748538.941471
  nChanged 698
		SP:Iteration 7Q (63865.740000 sec): 3 clusters
  Score: Raw -1752069.561390 + Penalty 3138.403929 = -1748931.157461
  nChanged 539
		SP:Iteration 8Q (63865.920000 sec): 3 clusters
  Score: Raw -1752390.235612 + Penalty 3138.403929 = -1749251.831682
  nChanged 459
		SP:Iteration 9Q (63866.100000 sec): 3 clusters
  Score: Raw -1752632.007415 + Penalty 3138.403929 = -1749493.603486
  nChanged 436
		SP:Iteration 10Q (63866.310000 sec): 3 clusters
  Score: Raw -1752898.343450 + Penalty 3138.403929 = -1749759.939521
  nChanged 391
		SP:Iteration 11Q (63866.490000 sec): 3 clusters
  Score: Raw -1753173.769541 + Penalty 3138.403929 = -1750035.365612
  nChanged 373
		SP:Iteration 12Q (63866.670000 sec): 3 clusters
  Score: Raw -1753410.990474 + Penalty 3138.403929 = -1750272.586545
  nChanged 335
		SP:Iteration 13Q (63866.870000 sec): 3 clusters
  Score: Raw -1753593.009288 + Penalty 3138.403929 = -1750454.605359
  nChanged 304
		SP:Iteration 14Q (63867.060000 sec): 3 clusters
  Score: Raw -1753739.599081 + Penalty 3138.403929 = -1750601.195151
  nChanged 220
		SP:Iteration 15Q (63867.240000 sec): 3 clusters
  Score: Raw -1753833.296745 + Penalty 3138.403929 = -1750694.892815
  nChanged 186
		SP:Iteration 16Q (63867.430000 sec): 3 clusters
  Score: Raw -1753904.478686 + Penalty 3138.403929 = -1750766.074756
  nChanged 158
		SP:Iteration 17Q (63867.630000 sec): 3 clusters
  Score: Raw -1753959.805183 + Penalty 3138.403929 = -1750821.401253
  nChanged 127
		SP:Iteration 18Q (63867.820000 sec): 3 clusters
  Score: Raw -1754004.611950 + Penalty 3138.403929 = -1750866.208021
  nChanged 146
		SP:Iteration 19Q (63868.010000 sec): 3 clusters
  Score: Raw -1754044.759011 + Penalty 3138.403929 = -1750906.355082
  nChanged 104
		SP:Iteration 20F (63868.210000 sec): 3 clusters
  Score: Raw -1754073.154619 + Penalty 3138.403929 = -1750934.750690
  nChanged 107
		SP:Iteration 21Q (63868.390000 sec): 3 clusters
  Score: Raw -1754100.854620 + Penalty 3138.403929 = -1750962.450691
  nChanged 85
		SP:Iteration 22Q (63868.580000 sec): 3 clusters
  Score: Raw -1754128.031143 + Penalty 3138.403929 = -1750989.627214
  nChanged 97
		SP:Iteration 23Q (63868.770000 sec): 3 clusters
  Score: Raw -1754155.101908 + Penalty 3138.403929 = -1751016.697979
  nChanged 104
		SP:Iteration 24Q (63868.970000 sec): 3 clusters
  Score: Raw -1754184.945153 + Penalty 3138.403929 = -1751046.541224
  nChanged 87
		SP:Iteration 25Q (63869.150000 sec): 3 clusters
  Score: Raw -1754208.062448 + Penalty 3138.403929 = -1751069.658519
  nChanged 83
		SP:Iteration 26Q (63869.350000 sec): 3 clusters
  Score: Raw -1754231.418466 + Penalty 3138.403929 = -1751093.014536
  nChanged 84
		SP:Iteration 27Q (63869.540000 sec): 3 clusters
  Score: Raw -1754260.261479 + Penalty 3138.403929 = -1751121.857549
  nChanged 102
		SP:Iteration 28Q (63869.730000 sec): 3 clusters
  Score: Raw -1754292.309218 + Penalty 3138.403929 = -1751153.905289
  nChanged 94
		SP:Iteration 29Q (63869.930000 sec): 3 clusters
  Score: Raw -1754322.876614 + Penalty 3138.403929 = -1751184.472685
  nChanged 80
		SP:Iteration 30Q (63870.120000 sec): 3 clusters
  Score: Raw -1754348.496188 + Penalty 3138.403929 = -1751210.092258
  nChanged 81
		SP:Iteration 31Q (63870.290000 sec): 3 clusters
  Score: Raw -1754378.552730 + Penalty 3138.403929 = -1751240.148801
  nChanged 89
		SP:Iteration 32Q (63870.480000 sec): 3 clusters
  Score: Raw -1754415.307996 + Penalty 3138.403929 = -1751276.904067
  nChanged 76
		SP:Iteration 33Q (63870.670000 sec): 3 clusters
  Score: Raw -1754440.556712 + Penalty 3138.403929 = -1751302.152783
  nChanged 67
		SP:Iteration 34Q (63870.870000 sec): 3 clusters
  Score: Raw -1754466.278164 + Penalty 3138.403929 = -1751327.874234
  nChanged 55
		SP:Iteration 35Q (63871.060000 sec): 3 clusters
  Score: Raw -1754479.084523 + Penalty 3138.403929 = -1751340.680594
  nChanged 40
		SP:Iteration 36Q (63871.250000 sec): 3 clusters
  Score: Raw -1754487.842059 + Penalty 3138.403929 = -1751349.438130
  nChanged 30
		SP:Iteration 37Q (63871.440000 sec): 3 clusters
  Score: Raw -1754494.752393 + Penalty 3138.403929 = -1751356.348463
  nChanged 22
		SP:Iteration 38Q (63871.630000 sec): 3 clusters
  Score: Raw -1754498.977326 + Penalty 3138.403929 = -1751360.573397
  nChanged 20
		SP:Iteration 39Q (63871.820000 sec): 3 clusters
  Score: Raw -1754503.038974 + Penalty 3138.403929 = -1751364.635045
  nChanged 19
		SP:Iteration 40F (63872.020000 sec): 3 clusters
  Score: Raw -1754507.532451 + Penalty 3138.403929 = -1751369.128522
  nChanged 16
		SP:Iteration 41Q (63872.210000 sec): 3 clusters
  Score: Raw -1754511.095688 + Penalty 3138.403929 = -1751372.691759
  nChanged 14
		SP:Iteration 42Q (63872.390000 sec): 3 clusters
  Score: Raw -1754513.488599 + Penalty 3138.403929 = -1751375.084669
  nChanged 18
		SP:Iteration 43Q (63872.590000 sec): 3 clusters
  Score: Raw -1754516.151242 + Penalty 3138.403929 = -1751377.747313
  nChanged 13
		SP:Iteration 44Q (63872.780000 sec): 3 clusters
  Score: Raw -1754518.637406 + Penalty 3138.403929 = -1751380.233477
  nChanged 17
		SP:Iteration 45Q (63872.970000 sec): 3 clusters
  Score: Raw -1754522.871184 + Penalty 3138.403929 = -1751384.467255
  nChanged 21
		SP:Iteration 46Q (63873.160000 sec): 3 clusters
  Score: Raw -1754527.329116 + Penalty 3138.403929 = -1751388.925187
  nChanged 21
		SP:Iteration 47Q (63873.350000 sec): 3 clusters
  Score: Raw -1754531.837684 + Penalty 3138.403929 = -1751393.433755
  nChanged 18
		SP:Iteration 48Q (63873.540000 sec): 3 clusters
  Score: Raw -1754535.774624 + Penalty 3138.403929 = -1751397.370695
  nChanged 21
		SP:Iteration 49Q (63873.730000 sec): 3 clusters
  Score: Raw -1754542.254300 + Penalty 3138.403929 = -1751403.850370
  nChanged 28
		SP:Iteration 50Q (63873.920000 sec): 3 clusters
  Score: Raw -1754552.363374 + Penalty 3138.403929 = -1751413.959444
  nChanged 25
		SP:Iteration 51Q (63874.110000 sec): 3 clusters
  Score: Raw -1754557.809252 + Penalty 3138.403929 = -1751419.405323
  nChanged 19
		SP:Iteration 52Q (63874.290000 sec): 3 clusters
  Score: Raw -1754564.386921 + Penalty 3138.403929 = -1751425.982991
  nChanged 25
		SP:Iteration 53Q (63874.520000 sec): 3 clusters
  Score: Raw -1754573.247780 + Penalty 3138.403929 = -1751434.843851
  nChanged 22
		SP:Iteration 54Q (63874.710000 sec): 3 clusters
  Score: Raw -1754580.458354 + Penalty 3138.403929 = -1751442.054425
  nChanged 23
		SP:Iteration 55Q (63874.900000 sec): 3 clusters
  Score: Raw -1754586.041293 + Penalty 3138.403929 = -1751447.637363
  nChanged 26
		SP:Iteration 56Q (63875.090000 sec): 3 clusters
  Score: Raw -1754593.535672 + Penalty 3138.403929 = -1751455.131743
  nChanged 20
		SP:Iteration 57Q (63875.280000 sec): 3 clusters
  Score: Raw -1754599.713102 + Penalty 3138.403929 = -1751461.309173
  nChanged 22
		SP:Iteration 58Q (63875.470000 sec): 3 clusters
  Score: Raw -1754604.314064 + Penalty 3138.403929 = -1751465.910135
  nChanged 20
		SP:Iteration 59Q (63875.650000 sec): 3 clusters
  Score: Raw -1754608.134362 + Penalty 3138.403929 = -1751469.730433
  nChanged 11
		SP:Iteration 60F (63875.850000 sec): 3 clusters
  Score: Raw -1754609.972466 + Penalty 3138.403929 = -1751471.568537
  nChanged 6
		SP:Iteration 61Q (63876.040000 sec): 3 clusters
  Score: Raw -1754611.600543 + Penalty 3138.403929 = -1751473.196614
  nChanged 11
		SP:Iteration 62Q (63876.230000 sec): 3 clusters
  Score: Raw -1754614.146583 + Penalty 3138.403929 = -1751475.742654
  nChanged 8
		SP:Iteration 63Q (63876.410000 sec): 3 clusters
  Score: Raw -1754616.656288 + Penalty 3138.403929 = -1751478.252359
  nChanged 12
		SP:Iteration 64Q (63876.630000 sec): 3 clusters
  Score: Raw -1754619.088428 + Penalty 3138.403929 = -1751480.684499
  nChanged 10
		SP:Iteration 65Q (63876.830000 sec): 3 clusters
  Score: Raw -1754621.749564 + Penalty 3138.403929 = -1751483.345634
  nChanged 15
		SP:Iteration 66Q (63877.010000 sec): 3 clusters
  Score: Raw -1754625.243091 + Penalty 3138.403929 = -1751486.839162
  nChanged 9
		SP:Iteration 67Q (63877.200000 sec): 3 clusters
  Score: Raw -1754626.736107 + Penalty 3138.403929 = -1751488.332178
  nChanged 3
		SP:Iteration 68Q (63877.390000 sec): 3 clusters
  Score: Raw -1754627.021849 + Penalty 3138.403929 = -1751488.617920
  nChanged 3
		SP:Iteration 69Q (63877.570000 sec): 3 clusters
  Score: Raw -1754627.435725 + Penalty 3138.403929 = -1751489.031795
  nChanged 4
		SP:Iteration 70Q (63877.750000 sec): 3 clusters
  Score: Raw -1754627.985313 + Penalty 3138.403929 = -1751489.581384
  nChanged 2
		SP:Iteration 71Q (63877.990000 sec): 3 clusters
  Score: Raw -1754628.823752 + Penalty 3138.403929 = -1751490.419823
  nChanged 5
		SP:Iteration 72Q (63878.170000 sec): 3 clusters
  Score: Raw -1754629.880131 + Penalty 3138.403929 = -1751491.476201
  nChanged 5
		SP:Iteration 73Q (63878.370000 sec): 3 clusters
  Score: Raw -1754631.164507 + Penalty 3138.403929 = -1751492.760578
  nChanged 9
		SP:Iteration 74Q (63878.550000 sec): 3 clusters
  Score: Raw -1754632.835455 + Penalty 3138.403929 = -1751494.431526
  nChanged 7
		SP:Iteration 75Q (63878.740000 sec): 3 clusters
  Score: Raw -1754634.042755 + Penalty 3138.403929 = -1751495.638826
  nChanged 5
		SP:Iteration 76Q (63878.930000 sec): 3 clusters
  Score: Raw -1754635.194586 + Penalty 3138.403929 = -1751496.790657
  nChanged 3
		SP:Iteration 77Q (63879.120000 sec): 3 clusters
  Score: Raw -1754635.607024 + Penalty 3138.403929 = -1751497.203095
  nChanged 0
		SP:Iteration 78F (63879.330000 sec): 3 clusters
  Score: Raw -1754635.607024 + Penalty 3138.403929 = -1751497.203095
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 75 (1810 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63879.400000 sec): 2 clusters
  Score: Raw -203347.945693 + Penalty 1218.925845 = -202129.019848
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63879.440000 sec): 3 clusters
  Score: Raw -202609.639148 + Penalty 2437.851690 = -200171.787458
  nChanged 612
		SP:Iteration 1F (63879.470000 sec): 3 clusters
  Score: Raw -203040.746270 + Penalty 2437.851690 = -200602.894579
  nChanged 165
		SP:Iteration 2F (63879.510000 sec): 3 clusters
  Score: Raw -203204.324884 + Penalty 2437.851690 = -200766.473194
  nChanged 122
		SP:Iteration 3F (63879.540000 sec): 3 clusters
  Score: Raw -203326.888514 + Penalty 2437.851690 = -200889.036824
  nChanged 70
		SP:Iteration 4Q (63879.580000 sec): 3 clusters
  Score: Raw -203392.544999 + Penalty 2437.851690 = -200954.693309
  nChanged 54
		SP:Iteration 5Q (63879.610000 sec): 3 clusters
  Score: Raw -203431.986291 + Penalty 2437.851690 = -200994.134601
  nChanged 48
		SP:Iteration 6Q (63879.640000 sec): 3 clusters
  Score: Raw -203476.830381 + Penalty 2437.851690 = -201038.978690
  nChanged 50
		SP:Iteration 7Q (63879.680000 sec): 3 clusters
  Score: Raw -203531.045592 + Penalty 2437.851690 = -201093.193901
  nChanged 48
		SP:Iteration 8Q (63879.710000 sec): 3 clusters
  Score: Raw -203575.170280 + Penalty 2437.851690 = -201137.318589
  nChanged 32
		SP:Iteration 9Q (63879.740000 sec): 3 clusters
  Score: Raw -203608.058778 + Penalty 2437.851690 = -201170.207088
  nChanged 31
		SP:Iteration 10Q (63879.770000 sec): 3 clusters
  Score: Raw -203634.240749 + Penalty 2437.851690 = -201196.389059
  nChanged 24
		SP:Iteration 11Q (63879.810000 sec): 3 clusters
  Score: Raw -203656.193866 + Penalty 2437.851690 = -201218.342176
  nChanged 25
		SP:Iteration 12Q (63879.840000 sec): 3 clusters
  Score: Raw -203685.106147 + Penalty 2437.851690 = -201247.254457
  nChanged 24
		SP:Iteration 13Q (63879.870000 sec): 3 clusters
  Score: Raw -203704.199334 + Penalty 2437.851690 = -201266.347644
  nChanged 16
		SP:Iteration 14Q (63879.910000 sec): 3 clusters
  Score: Raw -203714.148443 + Penalty 2437.851690 = -201276.296752
  nChanged 14
		SP:Iteration 15Q (63879.940000 sec): 3 clusters
  Score: Raw -203725.755455 + Penalty 2437.851690 = -201287.903764
  nChanged 12
		SP:Iteration 16Q (63879.970000 sec): 3 clusters
  Score: Raw -203735.751319 + Penalty 2437.851690 = -201297.899629
  nChanged 17
		SP:Iteration 17Q (63880.010000 sec): 3 clusters
  Score: Raw -203753.827554 + Penalty 2437.851690 = -201315.975864
  nChanged 25
		SP:Iteration 18Q (63880.040000 sec): 3 clusters
  Score: Raw -203779.914453 + Penalty 2437.851690 = -201342.062763
  nChanged 21
		SP:Iteration 19Q (63880.070000 sec): 3 clusters
  Score: Raw -203801.851543 + Penalty 2437.851690 = -201363.999853
  nChanged 28
		SP:Iteration 20F (63880.100000 sec): 3 clusters
  Score: Raw -203827.980292 + Penalty 2437.851690 = -201390.128601
  nChanged 26
		SP:Iteration 21Q (63880.140000 sec): 3 clusters
  Score: Raw -203867.905545 + Penalty 2437.851690 = -201430.053854
  nChanged 34
		SP:Iteration 22Q (63880.170000 sec): 3 clusters
  Score: Raw -203905.963304 + Penalty 2437.851690 = -201468.111614
  nChanged 38
		SP:Iteration 23Q (63880.200000 sec): 3 clusters
  Score: Raw -203934.079599 + Penalty 2437.851690 = -201496.227909
  nChanged 28
		SP:Iteration 24Q (63880.230000 sec): 3 clusters
  Score: Raw -203955.549331 + Penalty 2437.851690 = -201517.697640
  nChanged 17
		SP:Iteration 25Q (63880.270000 sec): 3 clusters
  Score: Raw -203966.115384 + Penalty 2437.851690 = -201528.263693
  nChanged 17
		SP:Iteration 26Q (63880.300000 sec): 3 clusters
  Score: Raw -203977.583102 + Penalty 2437.851690 = -201539.731411
  nChanged 18
		SP:Iteration 27Q (63880.330000 sec): 3 clusters
  Score: Raw -203987.947441 + Penalty 2437.851690 = -201550.095750
  nChanged 11
		SP:Iteration 28Q (63880.360000 sec): 3 clusters
  Score: Raw -203994.032256 + Penalty 2437.851690 = -201556.180566
  nChanged 9
		SP:Iteration 29Q (63880.390000 sec): 3 clusters
  Score: Raw -203999.399361 + Penalty 2437.851690 = -201561.547671
  nChanged 6
		SP:Iteration 30Q (63880.430000 sec): 3 clusters
  Score: Raw -204003.775177 + Penalty 2437.851690 = -201565.923486
  nChanged 7
		SP:Iteration 31Q (63880.460000 sec): 3 clusters
  Score: Raw -204010.088776 + Penalty 2437.851690 = -201572.237085
  nChanged 13
		SP:Iteration 32Q (63880.490000 sec): 3 clusters
  Score: Raw -204018.965717 + Penalty 2437.851690 = -201581.114027
  nChanged 14
		SP:Iteration 33Q (63880.530000 sec): 3 clusters
  Score: Raw -204028.135471 + Penalty 2437.851690 = -201590.283780
  nChanged 10
		SP:Iteration 34Q (63880.700000 sec): 3 clusters
  Score: Raw -204034.861341 + Penalty 2437.851690 = -201597.009651
  nChanged 11
		SP:Iteration 35Q (63880.780000 sec): 3 clusters
  Score: Raw -204044.364008 + Penalty 2437.851690 = -201606.512318
  nChanged 12
		SP:Iteration 36Q (63880.810000 sec): 3 clusters
  Score: Raw -204050.750694 + Penalty 2437.851690 = -201612.899003
  nChanged 11
		SP:Iteration 37Q (63880.850000 sec): 3 clusters
  Score: Raw -204056.916195 + Penalty 2437.851690 = -201619.064505
  nChanged 9
		SP:Iteration 38Q (63880.880000 sec): 3 clusters
  Score: Raw -204060.828045 + Penalty 2437.851690 = -201622.976355
  nChanged 6
		SP:Iteration 39Q (63880.910000 sec): 3 clusters
  Score: Raw -204063.322949 + Penalty 2437.851690 = -201625.471259
  nChanged 6
		SP:Iteration 40F (63880.950000 sec): 3 clusters
  Score: Raw -204066.930076 + Penalty 2437.851690 = -201629.078385
  nChanged 3
		SP:Iteration 41Q (63880.980000 sec): 3 clusters
  Score: Raw -204067.858620 + Penalty 2437.851690 = -201630.006929
  nChanged 3
		SP:Iteration 42Q (63881.010000 sec): 3 clusters
  Score: Raw -204069.140321 + Penalty 2437.851690 = -201631.288630
  nChanged 8
		SP:Iteration 43Q (63881.040000 sec): 3 clusters
  Score: Raw -204075.959784 + Penalty 2437.851690 = -201638.108094
  nChanged 9
		SP:Iteration 44Q (63881.070000 sec): 3 clusters
  Score: Raw -204081.332802 + Penalty 2437.851690 = -201643.481112
  nChanged 14
		SP:Iteration 45Q (63881.110000 sec): 3 clusters
  Score: Raw -204089.859009 + Penalty 2437.851690 = -201652.007319
  nChanged 15
		SP:Iteration 46Q (63881.140000 sec): 3 clusters
  Score: Raw -204100.310152 + Penalty 2437.851690 = -201662.458462
  nChanged 8
		SP:Iteration 47Q (63881.170000 sec): 3 clusters
  Score: Raw -204105.799469 + Penalty 2437.851690 = -201667.947779
  nChanged 10
		SP:Iteration 48Q (63881.200000 sec): 3 clusters
  Score: Raw -204111.973345 + Penalty 2437.851690 = -201674.121655
  nChanged 12
		SP:Iteration 49Q (63881.230000 sec): 3 clusters
  Score: Raw -204118.972555 + Penalty 2437.851690 = -201681.120864
  nChanged 12
		SP:Iteration 50Q (63881.270000 sec): 3 clusters
  Score: Raw -204125.776625 + Penalty 2437.851690 = -201687.924934
  nChanged 9
		SP:Iteration 51Q (63881.300000 sec): 3 clusters
  Score: Raw -204131.302837 + Penalty 2437.851690 = -201693.451147
  nChanged 9
		SP:Iteration 52Q (63881.330000 sec): 3 clusters
  Score: Raw -204135.709443 + Penalty 2437.851690 = -201697.857752
  nChanged 8
		SP:Iteration 53Q (63881.370000 sec): 3 clusters
  Score: Raw -204138.289801 + Penalty 2437.851690 = -201700.438111
  nChanged 2
		SP:Iteration 54Q (63881.400000 sec): 3 clusters
  Score: Raw -204139.034549 + Penalty 2437.851690 = -201701.182859
  nChanged 4
		SP:Iteration 55Q (63881.430000 sec): 3 clusters
  Score: Raw -204140.952854 + Penalty 2437.851690 = -201703.101164
  nChanged 6
		SP:Iteration 56Q (63881.460000 sec): 3 clusters
  Score: Raw -204143.574155 + Penalty 2437.851690 = -201705.722465
  nChanged 3
		SP:Iteration 57Q (63881.490000 sec): 3 clusters
  Score: Raw -204144.490616 + Penalty 2437.851690 = -201706.638926
  nChanged 1
		SP:Iteration 58Q (63881.530000 sec): 3 clusters
  Score: Raw -204144.740631 + Penalty 2437.851690 = -201706.888941
  nChanged 2
		SP:Iteration 59Q (63881.560000 sec): 3 clusters
  Score: Raw -204145.410673 + Penalty 2437.851690 = -201707.558982
  nChanged 1
		SP:Iteration 60F (63881.590000 sec): 3 clusters
  Score: Raw -204145.615537 + Penalty 2437.851690 = -201707.763846
  nChanged 1
		SP:Iteration 61Q (63881.630000 sec): 3 clusters
  Score: Raw -204145.695603 + Penalty 2437.851690 = -201707.843913
  nChanged 0
		SP:Iteration 62F (63881.660000 sec): 3 clusters
  Score: Raw -204145.695603 + Penalty 2437.851690 = -201707.843913
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 76 (2149 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63881.730000 sec): 2 clusters
  Score: Raw -240236.923518 + Penalty 1246.823158 = -238990.100360
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63881.770000 sec): 3 clusters
  Score: Raw -239326.904161 + Penalty 2493.646316 = -236833.257845
  nChanged 748
		SP:Iteration 1F (63881.810000 sec): 3 clusters
  Score: Raw -239875.662367 + Penalty 2493.646316 = -237382.016050
  nChanged 184
		SP:Iteration 2F (63881.850000 sec): 3 clusters
  Score: Raw -240045.787786 + Penalty 2493.646316 = -237552.141470
  nChanged 131
		SP:Iteration 3F (63881.890000 sec): 3 clusters
  Score: Raw -240168.159045 + Penalty 2493.646316 = -237674.512729
  nChanged 102
		SP:Iteration 4Q (63881.930000 sec): 3 clusters
  Score: Raw -240292.285475 + Penalty 2493.646316 = -237798.639158
  nChanged 122
		SP:Iteration 5F (63881.970000 sec): 3 clusters
  Score: Raw -240453.560856 + Penalty 2493.646316 = -237959.914539
  nChanged 121
		SP:Iteration 6F (63882.010000 sec): 3 clusters
  Score: Raw -240622.634739 + Penalty 2493.646316 = -238128.988423
  nChanged 107
		SP:Iteration 7Q (63882.040000 sec): 3 clusters
  Score: Raw -240785.794132 + Penalty 2493.646316 = -238292.147816
  nChanged 86
		SP:Iteration 8Q (63882.080000 sec): 3 clusters
  Score: Raw -240906.822862 + Penalty 2493.646316 = -238413.176546
  nChanged 66
		SP:Iteration 9Q (63882.120000 sec): 3 clusters
  Score: Raw -240988.210346 + Penalty 2493.646316 = -238494.564030
  nChanged 59
		SP:Iteration 10Q (63882.160000 sec): 3 clusters
  Score: Raw -241072.444068 + Penalty 2493.646316 = -238578.797752
  nChanged 65
		SP:Iteration 11Q (63882.200000 sec): 3 clusters
  Score: Raw -241149.063859 + Penalty 2493.646316 = -238655.417543
  nChanged 33
		SP:Iteration 12Q (63882.230000 sec): 3 clusters
  Score: Raw -241194.190764 + Penalty 2493.646316 = -238700.544448
  nChanged 28
		SP:Iteration 13Q (63882.270000 sec): 3 clusters
  Score: Raw -241220.871609 + Penalty 2493.646316 = -238727.225292
  nChanged 23
		SP:Iteration 14Q (63882.310000 sec): 3 clusters
  Score: Raw -241241.059109 + Penalty 2493.646316 = -238747.412793
  nChanged 20
		SP:Iteration 15Q (63882.350000 sec): 3 clusters
  Score: Raw -241261.609149 + Penalty 2493.646316 = -238767.962833
  nChanged 31
		SP:Iteration 16Q (63882.380000 sec): 3 clusters
  Score: Raw -241298.741249 + Penalty 2493.646316 = -238805.094932
  nChanged 27
		SP:Iteration 17Q (63882.420000 sec): 3 clusters
  Score: Raw -241330.396517 + Penalty 2493.646316 = -238836.750201
  nChanged 19
		SP:Iteration 18Q (63882.460000 sec): 3 clusters
  Score: Raw -241344.612838 + Penalty 2493.646316 = -238850.966522
  nChanged 13
		SP:Iteration 19Q (63882.490000 sec): 3 clusters
  Score: Raw -241359.294079 + Penalty 2493.646316 = -238865.647763
  nChanged 14
		SP:Iteration 20F (63882.530000 sec): 3 clusters
  Score: Raw -241372.186543 + Penalty 2493.646316 = -238878.540227
  nChanged 15
		SP:Iteration 21Q (63882.570000 sec): 3 clusters
  Score: Raw -241384.171041 + Penalty 2493.646316 = -238890.524725
  nChanged 12
		SP:Iteration 22Q (63882.610000 sec): 3 clusters
  Score: Raw -241394.405874 + Penalty 2493.646316 = -238900.759557
  nChanged 13
		SP:Iteration 23Q (63882.650000 sec): 3 clusters
  Score: Raw -241403.621775 + Penalty 2493.646316 = -238909.975458
  nChanged 11
		SP:Iteration 24Q (63882.680000 sec): 3 clusters
  Score: Raw -241410.315660 + Penalty 2493.646316 = -238916.669344
  nChanged 7
		SP:Iteration 25Q (63882.720000 sec): 3 clusters
  Score: Raw -241414.714931 + Penalty 2493.646316 = -238921.068615
  nChanged 4
		SP:Iteration 26Q (63882.760000 sec): 3 clusters
  Score: Raw -241418.073985 + Penalty 2493.646316 = -238924.427669
  nChanged 3
		SP:Iteration 27Q (63882.790000 sec): 3 clusters
  Score: Raw -241419.594291 + Penalty 2493.646316 = -238925.947974
  nChanged 1
		SP:Iteration 28Q (63882.830000 sec): 3 clusters
  Score: Raw -241419.788262 + Penalty 2493.646316 = -238926.141946
  nChanged 1
		SP:Iteration 29Q (63882.870000 sec): 3 clusters
  Score: Raw -241420.113446 + Penalty 2493.646316 = -238926.467129
  nChanged 1
		SP:Iteration 30Q (63882.910000 sec): 3 clusters
  Score: Raw -241420.373902 + Penalty 2493.646316 = -238926.727586
  nChanged 0
		SP:Iteration 31F (63882.950000 sec): 3 clusters
  Score: Raw -241420.373902 + Penalty 2493.646316 = -238926.727586
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 77 (438 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63882.990000 sec): 2 clusters
  Score: Raw -50577.353863 + Penalty 988.360573 = -49588.993290
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63883.000000 sec): 3 clusters
  Score: Raw -50525.320646 + Penalty 1976.721146 = -48548.599501
  nChanged 102
		SP:Iteration 1F (63883.010000 sec): 3 clusters
  Score: Raw -50681.095666 + Penalty 1976.721146 = -48704.374520
  nChanged 29
		SP:Iteration 2F (63883.020000 sec): 3 clusters
  Score: Raw -50733.194739 + Penalty 1976.721146 = -48756.473593
  nChanged 14
		SP:Iteration 3Q (63883.030000 sec): 3 clusters
  Score: Raw -50746.258484 + Penalty 1976.721146 = -48769.537338
  nChanged 4
		SP:Iteration 4Q (63883.030000 sec): 3 clusters
  Score: Raw -50752.580762 + Penalty 1976.721146 = -48775.859616
  nChanged 3
		SP:Iteration 5Q (63883.040000 sec): 3 clusters
  Score: Raw -50755.038169 + Penalty 1976.721146 = -48778.317023
  nChanged 0
		SP:Iteration 6F (63883.050000 sec): 3 clusters
  Score: Raw -50755.038169 + Penalty 1976.721146 = -48778.317023
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 78 (635 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63883.090000 sec): 2 clusters
  Score: Raw -73351.831598 + Penalty 1048.714062 = -72303.117536
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63883.110000 sec): 3 clusters
  Score: Raw -73203.456391 + Penalty 2097.428125 = -71106.028266
  nChanged 153
		SP:Iteration 1F (63883.120000 sec): 3 clusters
  Score: Raw -73367.748896 + Penalty 2097.428125 = -71270.320771
  nChanged 39
		SP:Iteration 2F (63883.130000 sec): 3 clusters
  Score: Raw -73417.165227 + Penalty 2097.428125 = -71319.737103
  nChanged 18
		SP:Iteration 3Q (63883.150000 sec): 3 clusters
  Score: Raw -73440.895331 + Penalty 2097.428125 = -71343.467206
  nChanged 15
		SP:Iteration 4Q (63883.160000 sec): 3 clusters
  Score: Raw -73466.659719 + Penalty 2097.428125 = -71369.231595
  nChanged 13
		SP:Iteration 5Q (63883.170000 sec): 3 clusters
  Score: Raw -73483.808822 + Penalty 2097.428125 = -71386.380697
  nChanged 11
		SP:Iteration 6Q (63883.180000 sec): 3 clusters
  Score: Raw -73496.535894 + Penalty 2097.428125 = -71399.107770
  nChanged 10
		SP:Iteration 7Q (63883.190000 sec): 3 clusters
  Score: Raw -73507.657067 + Penalty 2097.428125 = -71410.228943
  nChanged 4
		SP:Iteration 8Q (63883.210000 sec): 3 clusters
  Score: Raw -73513.418481 + Penalty 2097.428125 = -71415.990356
  nChanged 5
		SP:Iteration 9Q (63883.220000 sec): 3 clusters
  Score: Raw -73520.955907 + Penalty 2097.428125 = -71423.527782
  nChanged 4
		SP:Iteration 10Q (63883.230000 sec): 3 clusters
  Score: Raw -73526.422669 + Penalty 2097.428125 = -71428.994544
  nChanged 3
		SP:Iteration 11Q (63883.250000 sec): 3 clusters
  Score: Raw -73529.016564 + Penalty 2097.428125 = -71431.588439
  nChanged 3
		SP:Iteration 12Q (63883.260000 sec): 3 clusters
  Score: Raw -73533.247776 + Penalty 2097.428125 = -71435.819652
  nChanged 2
		SP:Iteration 13Q (63883.270000 sec): 3 clusters
  Score: Raw -73535.273904 + Penalty 2097.428125 = -71437.845779
  nChanged 0
		SP:Iteration 14F (63883.290000 sec): 3 clusters
  Score: Raw -73535.273904 + Penalty 2097.428125 = -71437.845779
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 79 (3551 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63883.360000 sec): 2 clusters
  Score: Raw -420554.392012 + Penalty 1328.434987 = -419225.957025
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63883.430000 sec): 3 clusters
  Score: Raw -418808.390267 + Penalty 2656.869973 = -416151.520294
  nChanged 1380
		SP:Iteration 1F (63883.490000 sec): 3 clusters
  Score: Raw -419632.067437 + Penalty 2656.869973 = -416975.197464
  nChanged 270
		SP:Iteration 2F (63883.550000 sec): 3 clusters
  Score: Raw -419797.998798 + Penalty 2656.869973 = -417141.128825
  nChanged 194
		SP:Iteration 3F (63883.620000 sec): 3 clusters
  Score: Raw -419923.134459 + Penalty 2656.869973 = -417266.264486
  nChanged 159
		SP:Iteration 4Q (63883.680000 sec): 3 clusters
  Score: Raw -420020.187231 + Penalty 2656.869973 = -417363.317257
  nChanged 134
		SP:Iteration 5Q (63883.750000 sec): 3 clusters
  Score: Raw -420114.526471 + Penalty 2656.869973 = -417457.656498
  nChanged 124
		SP:Iteration 6Q (63883.810000 sec): 3 clusters
  Score: Raw -420203.048551 + Penalty 2656.869973 = -417546.178578
  nChanged 125
		SP:Iteration 7Q (63883.870000 sec): 3 clusters
  Score: Raw -420282.945495 + Penalty 2656.869973 = -417626.075522
  nChanged 107
		SP:Iteration 8Q (63883.940000 sec): 3 clusters
  Score: Raw -420345.856909 + Penalty 2656.869973 = -417688.986936
  nChanged 89
		SP:Iteration 9Q (63884.000000 sec): 3 clusters
  Score: Raw -420402.531919 + Penalty 2656.869973 = -417745.661945
  nChanged 96
		SP:Iteration 10Q (63884.070000 sec): 3 clusters
  Score: Raw -420451.298644 + Penalty 2656.869973 = -417794.428671
  nChanged 62
		SP:Iteration 11Q (63884.130000 sec): 3 clusters
  Score: Raw -420485.055134 + Penalty 2656.869973 = -417828.185161
  nChanged 55
		SP:Iteration 12Q (63884.190000 sec): 3 clusters
  Score: Raw -420517.814550 + Penalty 2656.869973 = -417860.944577
  nChanged 56
		SP:Iteration 13Q (63884.250000 sec): 3 clusters
  Score: Raw -420550.788196 + Penalty 2656.869973 = -417893.918222
  nChanged 56
		SP:Iteration 14Q (63884.320000 sec): 3 clusters
  Score: Raw -420577.567422 + Penalty 2656.869973 = -417920.697448
  nChanged 46
		SP:Iteration 15Q (63884.380000 sec): 3 clusters
  Score: Raw -420598.515545 + Penalty 2656.869973 = -417941.645571
  nChanged 39
		SP:Iteration 16Q (63884.450000 sec): 3 clusters
  Score: Raw -420615.849090 + Penalty 2656.869973 = -417958.979117
  nChanged 31
		SP:Iteration 17Q (63884.510000 sec): 3 clusters
  Score: Raw -420633.976592 + Penalty 2656.869973 = -417977.106618
  nChanged 37
		SP:Iteration 18Q (63884.570000 sec): 3 clusters
  Score: Raw -420658.669190 + Penalty 2656.869973 = -418001.799217
  nChanged 47
		SP:Iteration 19Q (63884.630000 sec): 3 clusters
  Score: Raw -420697.730561 + Penalty 2656.869973 = -418040.860588
  nChanged 55
		SP:Iteration 20F (63884.700000 sec): 3 clusters
  Score: Raw -420748.672046 + Penalty 2656.869973 = -418091.802072
  nChanged 61
		SP:Iteration 21Q (63884.760000 sec): 3 clusters
  Score: Raw -420802.578567 + Penalty 2656.869973 = -418145.708594
  nChanged 64
		SP:Iteration 22Q (63884.830000 sec): 3 clusters
  Score: Raw -420845.352683 + Penalty 2656.869973 = -418188.482710
  nChanged 58
		SP:Iteration 23Q (63884.890000 sec): 3 clusters
  Score: Raw -420889.426901 + Penalty 2656.869973 = -418232.556928
  nChanged 53
		SP:Iteration 24Q (63884.950000 sec): 3 clusters
  Score: Raw -420931.792354 + Penalty 2656.869973 = -418274.922380
  nChanged 50
		SP:Iteration 25Q (63885.010000 sec): 3 clusters
  Score: Raw -420970.890264 + Penalty 2656.869973 = -418314.020291
  nChanged 35
		SP:Iteration 26Q (63885.070000 sec): 3 clusters
  Score: Raw -420992.379836 + Penalty 2656.869973 = -418335.509863
  nChanged 27
		SP:Iteration 27Q (63885.140000 sec): 3 clusters
  Score: Raw -421008.538997 + Penalty 2656.869973 = -418351.669023
  nChanged 24
		SP:Iteration 28Q (63885.200000 sec): 3 clusters
  Score: Raw -421019.309041 + Penalty 2656.869973 = -418362.439068
  nChanged 19
		SP:Iteration 29Q (63885.260000 sec): 3 clusters
  Score: Raw -421029.279002 + Penalty 2656.869973 = -418372.409029
  nChanged 25
		SP:Iteration 30Q (63885.320000 sec): 3 clusters
  Score: Raw -421042.196687 + Penalty 2656.869973 = -418385.326713
  nChanged 18
		SP:Iteration 31Q (63885.390000 sec): 3 clusters
  Score: Raw -421048.737300 + Penalty 2656.869973 = -418391.867327
  nChanged 15
		SP:Iteration 32Q (63885.450000 sec): 3 clusters
  Score: Raw -421053.363248 + Penalty 2656.869973 = -418396.493275
  nChanged 10
		SP:Iteration 33Q (63885.510000 sec): 3 clusters
  Score: Raw -421056.628961 + Penalty 2656.869973 = -418399.758988
  nChanged 7
		SP:Iteration 34Q (63885.570000 sec): 3 clusters
  Score: Raw -421059.020095 + Penalty 2656.869973 = -418402.150122
  nChanged 3
		SP:Iteration 35Q (63885.630000 sec): 3 clusters
  Score: Raw -421059.789077 + Penalty 2656.869973 = -418402.919104
  nChanged 1
		SP:Iteration 36Q (63885.690000 sec): 3 clusters
  Score: Raw -421059.955268 + Penalty 2656.869973 = -418403.085295
  nChanged 0
		SP:Iteration 37F (63885.760000 sec): 3 clusters
  Score: Raw -421059.955268 + Penalty 2656.869973 = -418403.085295
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 80 (2756 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63885.830000 sec): 2 clusters
  Score: Raw -307772.974028 + Penalty 1287.249540 = -306485.724488
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63885.880000 sec): 3 clusters
  Score: Raw -306537.355186 + Penalty 2574.499080 = -303962.856105
  nChanged 1012
		SP:Iteration 1F (63885.930000 sec): 3 clusters
  Score: Raw -307157.545809 + Penalty 2574.499080 = -304583.046729
  nChanged 227
		SP:Iteration 2F (63885.980000 sec): 3 clusters
  Score: Raw -307337.060015 + Penalty 2574.499080 = -304762.560935
  nChanged 167
		SP:Iteration 3F (63886.030000 sec): 3 clusters
  Score: Raw -307486.813146 + Penalty 2574.499080 = -304912.314066
  nChanged 156
		SP:Iteration 4F (63886.090000 sec): 3 clusters
  Score: Raw -307670.669995 + Penalty 2574.499080 = -305096.170914
  nChanged 185
		SP:Iteration 5F (63886.140000 sec): 3 clusters
  Score: Raw -307935.436488 + Penalty 2574.499080 = -305360.937408
  nChanged 195
		SP:Iteration 6F (63886.190000 sec): 3 clusters
  Score: Raw -308194.529523 + Penalty 2574.499080 = -305620.030442
  nChanged 165
		SP:Iteration 7F (63886.240000 sec): 3 clusters
  Score: Raw -308397.282276 + Penalty 2574.499080 = -305822.783195
  nChanged 101
		SP:Iteration 8Q (63886.290000 sec): 3 clusters
  Score: Raw -308511.106453 + Penalty 2574.499080 = -305936.607373
  nChanged 75
		SP:Iteration 9Q (63886.330000 sec): 3 clusters
  Score: Raw -308588.277519 + Penalty 2574.499080 = -306013.778439
  nChanged 57
		SP:Iteration 10Q (63886.390000 sec): 3 clusters
  Score: Raw -308628.463059 + Penalty 2574.499080 = -306053.963978
  nChanged 32
		SP:Iteration 11Q (63886.430000 sec): 3 clusters
  Score: Raw -308653.273307 + Penalty 2574.499080 = -306078.774227
  nChanged 22
		SP:Iteration 12Q (63886.480000 sec): 3 clusters
  Score: Raw -308675.846256 + Penalty 2574.499080 = -306101.347175
  nChanged 34
		SP:Iteration 13Q (63886.530000 sec): 3 clusters
  Score: Raw -308714.547508 + Penalty 2574.499080 = -306140.048428
  nChanged 21
		SP:Iteration 14Q (63886.580000 sec): 3 clusters
  Score: Raw -308735.849113 + Penalty 2574.499080 = -306161.350032
  nChanged 23
		SP:Iteration 15Q (63886.630000 sec): 3 clusters
  Score: Raw -308757.313045 + Penalty 2574.499080 = -306182.813964
  nChanged 20
		SP:Iteration 16Q (63886.680000 sec): 3 clusters
  Score: Raw -308772.267505 + Penalty 2574.499080 = -306197.768424
  nChanged 14
		SP:Iteration 17Q (63886.730000 sec): 3 clusters
  Score: Raw -308778.469474 + Penalty 2574.499080 = -306203.970394
  nChanged 6
		SP:Iteration 18Q (63886.770000 sec): 3 clusters
  Score: Raw -308782.785470 + Penalty 2574.499080 = -306208.286390
  nChanged 3
		SP:Iteration 19Q (63886.830000 sec): 3 clusters
  Score: Raw -308785.195350 + Penalty 2574.499080 = -306210.696270
  nChanged 4
		SP:Iteration 20F (63886.880000 sec): 3 clusters
  Score: Raw -308787.930008 + Penalty 2574.499080 = -306213.430928
  nChanged 3
		SP:Iteration 21Q (63886.930000 sec): 3 clusters
  Score: Raw -308789.271102 + Penalty 2574.499080 = -306214.772022
  nChanged 1
		SP:Iteration 22Q (63886.970000 sec): 3 clusters
  Score: Raw -308789.647557 + Penalty 2574.499080 = -306215.148477
  nChanged 0
		SP:Iteration 23F (63887.030000 sec): 3 clusters
  Score: Raw -308789.647557 + Penalty 2574.499080 = -306215.148477
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 81 (5127 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63887.100000 sec): 2 clusters
  Score: Raw -620501.979529 + Penalty 1388.119845 = -619113.859683
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63887.210000 sec): 3 clusters
  Score: Raw -617820.029255 + Penalty 2776.239691 = -615043.789564
  nChanged 2120
		SP:Iteration 1F (63887.300000 sec): 3 clusters
  Score: Raw -619042.297562 + Penalty 2776.239691 = -616266.057871
  nChanged 403
		SP:Iteration 2F (63887.390000 sec): 3 clusters
  Score: Raw -619280.037401 + Penalty 2776.239691 = -616503.797711
  nChanged 319
		SP:Iteration 3F (63887.480000 sec): 3 clusters
  Score: Raw -619488.206701 + Penalty 2776.239691 = -616711.967010
  nChanged 283
		SP:Iteration 4F (63887.570000 sec): 3 clusters
  Score: Raw -619649.556500 + Penalty 2776.239691 = -616873.316809
  nChanged 229
		SP:Iteration 5Q (63887.660000 sec): 3 clusters
  Score: Raw -619767.901830 + Penalty 2776.239691 = -616991.662140
  nChanged 170
		SP:Iteration 6Q (63887.750000 sec): 3 clusters
  Score: Raw -619851.693904 + Penalty 2776.239691 = -617075.454213
  nChanged 171
		SP:Iteration 7Q (63887.840000 sec): 3 clusters
  Score: Raw -619927.062271 + Penalty 2776.239691 = -617150.822580
  nChanged 138
		SP:Iteration 8Q (63887.930000 sec): 3 clusters
  Score: Raw -619989.202835 + Penalty 2776.239691 = -617212.963145
  nChanged 115
		SP:Iteration 9Q (63888.020000 sec): 3 clusters
  Score: Raw -620044.856851 + Penalty 2776.239691 = -617268.617160
  nChanged 123
		SP:Iteration 10Q (63888.110000 sec): 3 clusters
  Score: Raw -620101.640050 + Penalty 2776.239691 = -617325.400359
  nChanged 97
		SP:Iteration 11Q (63888.210000 sec): 3 clusters
  Score: Raw -620141.555381 + Penalty 2776.239691 = -617365.315690
  nChanged 78
		SP:Iteration 12Q (63888.300000 sec): 3 clusters
  Score: Raw -620169.572719 + Penalty 2776.239691 = -617393.333028
  nChanged 63
		SP:Iteration 13Q (63888.390000 sec): 3 clusters
  Score: Raw -620189.795744 + Penalty 2776.239691 = -617413.556053
  nChanged 57
		SP:Iteration 14Q (63888.480000 sec): 3 clusters
  Score: Raw -620209.203275 + Penalty 2776.239691 = -617432.963584
  nChanged 52
		SP:Iteration 15Q (63888.570000 sec): 3 clusters
  Score: Raw -620223.690861 + Penalty 2776.239691 = -617447.451170
  nChanged 36
		SP:Iteration 16Q (63888.660000 sec): 3 clusters
  Score: Raw -620235.250372 + Penalty 2776.239691 = -617459.010681
  nChanged 39
		SP:Iteration 17Q (63888.750000 sec): 3 clusters
  Score: Raw -620246.890091 + Penalty 2776.239691 = -617470.650400
  nChanged 26
		SP:Iteration 18Q (63888.840000 sec): 3 clusters
  Score: Raw -620253.254936 + Penalty 2776.239691 = -617477.015245
  nChanged 15
		SP:Iteration 19Q (63888.930000 sec): 3 clusters
  Score: Raw -620256.589343 + Penalty 2776.239691 = -617480.349652
  nChanged 14
		SP:Iteration 20F (63889.020000 sec): 3 clusters
  Score: Raw -620259.352020 + Penalty 2776.239691 = -617483.112329
  nChanged 9
		SP:Iteration 21Q (63889.110000 sec): 3 clusters
  Score: Raw -620262.013576 + Penalty 2776.239691 = -617485.773885
  nChanged 12
		SP:Iteration 22Q (63889.200000 sec): 3 clusters
  Score: Raw -620264.150747 + Penalty 2776.239691 = -617487.911057
  nChanged 4
		SP:Iteration 23Q (63889.290000 sec): 3 clusters
  Score: Raw -620264.572016 + Penalty 2776.239691 = -617488.332325
  nChanged 2
		SP:Iteration 24Q (63889.380000 sec): 3 clusters
  Score: Raw -620264.798095 + Penalty 2776.239691 = -617488.558404
  nChanged 1
		SP:Iteration 25Q (63889.470000 sec): 3 clusters
  Score: Raw -620264.928279 + Penalty 2776.239691 = -617488.688588
  nChanged 2
		SP:Iteration 26Q (63889.560000 sec): 3 clusters
  Score: Raw -620265.480918 + Penalty 2776.239691 = -617489.241228
  nChanged 2
		SP:Iteration 27Q (63889.650000 sec): 3 clusters
  Score: Raw -620266.193837 + Penalty 2776.239691 = -617489.954146
  nChanged 5
		SP:Iteration 28Q (63889.740000 sec): 3 clusters
  Score: Raw -620267.262370 + Penalty 2776.239691 = -617491.022679
  nChanged 5
		SP:Iteration 29Q (63889.830000 sec): 3 clusters
  Score: Raw -620268.412370 + Penalty 2776.239691 = -617492.172679
  nChanged 3
		SP:Iteration 30Q (63889.920000 sec): 3 clusters
  Score: Raw -620268.880199 + Penalty 2776.239691 = -617492.640508
  nChanged 0
		SP:Iteration 31F (63890.010000 sec): 3 clusters
  Score: Raw -620268.880199 + Penalty 2776.239691 = -617492.640508
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 82 (1030 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63890.070000 sec): 2 clusters
  Score: Raw -119370.851408 + Penalty 1127.313538 = -118243.537870
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63890.090000 sec): 3 clusters
  Score: Raw -119086.397953 + Penalty 2254.627076 = -116831.770876
  nChanged 324
		SP:Iteration 1F (63890.110000 sec): 3 clusters
  Score: Raw -119383.279093 + Penalty 2254.627076 = -117128.652016
  nChanged 64
		SP:Iteration 2F (63890.130000 sec): 3 clusters
  Score: Raw -119457.428877 + Penalty 2254.627076 = -117202.801800
  nChanged 40
		SP:Iteration 3Q (63890.150000 sec): 3 clusters
  Score: Raw -119490.664792 + Penalty 2254.627076 = -117236.037715
  nChanged 21
		SP:Iteration 4Q (63890.170000 sec): 3 clusters
  Score: Raw -119506.396056 + Penalty 2254.627076 = -117251.768979
  nChanged 19
		SP:Iteration 5Q (63890.190000 sec): 3 clusters
  Score: Raw -119524.510872 + Penalty 2254.627076 = -117269.883796
  nChanged 19
		SP:Iteration 6Q (63890.210000 sec): 3 clusters
  Score: Raw -119539.864984 + Penalty 2254.627076 = -117285.237908
  nChanged 15
		SP:Iteration 7Q (63890.230000 sec): 3 clusters
  Score: Raw -119556.051351 + Penalty 2254.627076 = -117301.424275
  nChanged 16
		SP:Iteration 8Q (63890.250000 sec): 3 clusters
  Score: Raw -119573.293356 + Penalty 2254.627076 = -117318.666279
  nChanged 20
		SP:Iteration 9Q (63890.270000 sec): 3 clusters
  Score: Raw -119592.741594 + Penalty 2254.627076 = -117338.114517
  nChanged 21
		SP:Iteration 10Q (63890.290000 sec): 3 clusters
  Score: Raw -119624.043674 + Penalty 2254.627076 = -117369.416598
  nChanged 15
		SP:Iteration 11Q (63890.300000 sec): 3 clusters
  Score: Raw -119641.000854 + Penalty 2254.627076 = -117386.373778
  nChanged 13
		SP:Iteration 12Q (63890.320000 sec): 3 clusters
  Score: Raw -119657.316408 + Penalty 2254.627076 = -117402.689331
  nChanged 14
		SP:Iteration 13Q (63890.340000 sec): 3 clusters
  Score: Raw -119678.125610 + Penalty 2254.627076 = -117423.498533
  nChanged 16
		SP:Iteration 14Q (63890.360000 sec): 3 clusters
  Score: Raw -119700.761185 + Penalty 2254.627076 = -117446.134108
  nChanged 16
		SP:Iteration 15Q (63890.380000 sec): 3 clusters
  Score: Raw -119722.676863 + Penalty 2254.627076 = -117468.049786
  nChanged 14
		SP:Iteration 16Q (63890.400000 sec): 3 clusters
  Score: Raw -119742.113610 + Penalty 2254.627076 = -117487.486534
  nChanged 14
		SP:Iteration 17Q (63890.420000 sec): 3 clusters
  Score: Raw -119756.422403 + Penalty 2254.627076 = -117501.795326
  nChanged 4
		SP:Iteration 18Q (63890.440000 sec): 3 clusters
  Score: Raw -119766.119327 + Penalty 2254.627076 = -117511.492251
  nChanged 1
		SP:Iteration 19Q (63890.460000 sec): 3 clusters
  Score: Raw -119766.324850 + Penalty 2254.627076 = -117511.697774
  nChanged 0
		SP:Iteration 20F (63890.480000 sec): 3 clusters
  Score: Raw -119766.324850 + Penalty 2254.627076 = -117511.697774
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 83 (6417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63890.570000 sec): 2 clusters
  Score: Raw -684258.080037 + Penalty 1424.589725 = -682833.490312
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63890.740000 sec): 3 clusters
  Score: Raw -680813.007339 + Penalty 2849.179449 = -677963.827890
  nChanged 2728
		SP:Iteration 1F (63890.850000 sec): 3 clusters
  Score: Raw -682708.262461 + Penalty 2849.179449 = -679859.083012
  nChanged 632
		SP:Iteration 2F (63890.950000 sec): 3 clusters
  Score: Raw -683253.270507 + Penalty 2849.179449 = -680404.091058
  nChanged 491
		SP:Iteration 3F (63891.060000 sec): 3 clusters
  Score: Raw -683636.503594 + Penalty 2849.179449 = -680787.324145
  nChanged 393
		SP:Iteration 4F (63891.170000 sec): 3 clusters
  Score: Raw -683876.649737 + Penalty 2849.179449 = -681027.470288
  nChanged 286
		SP:Iteration 5Q (63891.270000 sec): 3 clusters
  Score: Raw -684031.751870 + Penalty 2849.179449 = -681182.572420
  nChanged 223
		SP:Iteration 6Q (63891.380000 sec): 3 clusters
  Score: Raw -684135.991023 + Penalty 2849.179449 = -681286.811574
  nChanged 165
		SP:Iteration 7Q (63891.490000 sec): 3 clusters
  Score: Raw -684214.233025 + Penalty 2849.179449 = -681365.053576
  nChanged 149
		SP:Iteration 8Q (63891.590000 sec): 3 clusters
  Score: Raw -684284.133107 + Penalty 2849.179449 = -681434.953658
  nChanged 154
		SP:Iteration 9Q (63891.700000 sec): 3 clusters
  Score: Raw -684356.087964 + Penalty 2849.179449 = -681506.908515
  nChanged 125
		SP:Iteration 10Q (63891.810000 sec): 3 clusters
  Score: Raw -684403.138609 + Penalty 2849.179449 = -681553.959159
  nChanged 97
		SP:Iteration 11Q (63891.910000 sec): 3 clusters
  Score: Raw -684440.882993 + Penalty 2849.179449 = -681591.703543
  nChanged 86
		SP:Iteration 12Q (63892.030000 sec): 3 clusters
  Score: Raw -684472.350931 + Penalty 2849.179449 = -681623.171482
  nChanged 78
		SP:Iteration 13Q (63892.140000 sec): 3 clusters
  Score: Raw -684501.303521 + Penalty 2849.179449 = -681652.124072
  nChanged 69
		SP:Iteration 14Q (63892.240000 sec): 3 clusters
  Score: Raw -684523.062519 + Penalty 2849.179449 = -681673.883069
  nChanged 60
		SP:Iteration 15Q (63892.350000 sec): 3 clusters
  Score: Raw -684541.303415 + Penalty 2849.179449 = -681692.123965
  nChanged 53
		SP:Iteration 16Q (63892.450000 sec): 3 clusters
  Score: Raw -684557.786939 + Penalty 2849.179449 = -681708.607490
  nChanged 49
		SP:Iteration 17Q (63892.560000 sec): 3 clusters
  Score: Raw -684577.912841 + Penalty 2849.179449 = -681728.733392
  nChanged 51
		SP:Iteration 18Q (63892.660000 sec): 3 clusters
  Score: Raw -684598.145438 + Penalty 2849.179449 = -681748.965989
  nChanged 49
		SP:Iteration 19Q (63892.770000 sec): 3 clusters
  Score: Raw -684616.883895 + Penalty 2849.179449 = -681767.704446
  nChanged 55
		SP:Iteration 20F (63892.870000 sec): 3 clusters
  Score: Raw -684637.541742 + Penalty 2849.179449 = -681788.362292
  nChanged 63
		SP:Iteration 21Q (63892.980000 sec): 3 clusters
  Score: Raw -684652.503876 + Penalty 2849.179449 = -681803.324427
  nChanged 40
		SP:Iteration 22Q (63893.090000 sec): 3 clusters
  Score: Raw -684663.489634 + Penalty 2849.179449 = -681814.310184
  nChanged 37
		SP:Iteration 23Q (63893.190000 sec): 3 clusters
  Score: Raw -684672.857845 + Penalty 2849.179449 = -681823.678396
  nChanged 38
		SP:Iteration 24Q (63893.300000 sec): 3 clusters
  Score: Raw -684683.063720 + Penalty 2849.179449 = -681833.884270
  nChanged 39
		SP:Iteration 25Q (63893.400000 sec): 3 clusters
  Score: Raw -684696.037246 + Penalty 2849.179449 = -681846.857797
  nChanged 40
		SP:Iteration 26Q (63893.510000 sec): 3 clusters
  Score: Raw -684707.664379 + Penalty 2849.179449 = -681858.484930
  nChanged 35
		SP:Iteration 27Q (63893.610000 sec): 3 clusters
  Score: Raw -684717.884650 + Penalty 2849.179449 = -681868.705200
  nChanged 25
		SP:Iteration 28Q (63893.710000 sec): 3 clusters
  Score: Raw -684725.519480 + Penalty 2849.179449 = -681876.340030
  nChanged 27
		SP:Iteration 29Q (63893.820000 sec): 3 clusters
  Score: Raw -684737.386256 + Penalty 2849.179449 = -681888.206807
  nChanged 40
		SP:Iteration 30Q (63893.930000 sec): 3 clusters
  Score: Raw -684752.761324 + Penalty 2849.179449 = -681903.581875
  nChanged 49
		SP:Iteration 31Q (63894.030000 sec): 3 clusters
  Score: Raw -684773.355785 + Penalty 2849.179449 = -681924.176335
  nChanged 46
		SP:Iteration 32Q (63894.130000 sec): 3 clusters
  Score: Raw -684792.605740 + Penalty 2849.179449 = -681943.426291
  nChanged 52
		SP:Iteration 33Q (63894.240000 sec): 3 clusters
  Score: Raw -684814.532234 + Penalty 2849.179449 = -681965.352784
  nChanged 64
		SP:Iteration 34Q (63894.350000 sec): 3 clusters
  Score: Raw -684841.662864 + Penalty 2849.179449 = -681992.483415
  nChanged 69
		SP:Iteration 35Q (63894.450000 sec): 3 clusters
  Score: Raw -684870.084806 + Penalty 2849.179449 = -682020.905357
  nChanged 67
		SP:Iteration 36Q (63894.550000 sec): 3 clusters
  Score: Raw -684898.996498 + Penalty 2849.179449 = -682049.817048
  nChanged 70
		SP:Iteration 37Q (63894.650000 sec): 3 clusters
  Score: Raw -684929.035301 + Penalty 2849.179449 = -682079.855852
  nChanged 74
		SP:Iteration 38Q (63894.760000 sec): 3 clusters
  Score: Raw -684949.503990 + Penalty 2849.179449 = -682100.324541
  nChanged 44
		SP:Iteration 39Q (63894.860000 sec): 3 clusters
  Score: Raw -684962.385882 + Penalty 2849.179449 = -682113.206433
  nChanged 39
		SP:Iteration 40F (63894.970000 sec): 3 clusters
  Score: Raw -684973.847432 + Penalty 2849.179449 = -682124.667983
  nChanged 27
		SP:Iteration 41Q (63895.070000 sec): 3 clusters
  Score: Raw -684984.520682 + Penalty 2849.179449 = -682135.341233
  nChanged 23
		SP:Iteration 42Q (63895.170000 sec): 3 clusters
  Score: Raw -684989.381727 + Penalty 2849.179449 = -682140.202277
  nChanged 21
		SP:Iteration 43Q (63895.280000 sec): 3 clusters
  Score: Raw -684994.258242 + Penalty 2849.179449 = -682145.078792
  nChanged 19
		SP:Iteration 44Q (63895.380000 sec): 3 clusters
  Score: Raw -684998.887719 + Penalty 2849.179449 = -682149.708270
  nChanged 16
		SP:Iteration 45Q (63895.490000 sec): 3 clusters
  Score: Raw -685002.100371 + Penalty 2849.179449 = -682152.920922
  nChanged 11
		SP:Iteration 46Q (63895.590000 sec): 3 clusters
  Score: Raw -685004.018231 + Penalty 2849.179449 = -682154.838782
  nChanged 7
		SP:Iteration 47Q (63895.690000 sec): 3 clusters
  Score: Raw -685005.059955 + Penalty 2849.179449 = -682155.880506
  nChanged 3
		SP:Iteration 48Q (63895.800000 sec): 3 clusters
  Score: Raw -685005.477736 + Penalty 2849.179449 = -682156.298286
  nChanged 2
		SP:Iteration 49Q (63895.910000 sec): 3 clusters
  Score: Raw -685005.933374 + Penalty 2849.179449 = -682156.753925
  nChanged 2
		SP:Iteration 50Q (63896.010000 sec): 3 clusters
  Score: Raw -685006.570496 + Penalty 2849.179449 = -682157.391047
  nChanged 5
		SP:Iteration 51Q (63896.120000 sec): 3 clusters
  Score: Raw -685007.317508 + Penalty 2849.179449 = -682158.138059
  nChanged 3
		SP:Iteration 52Q (63896.220000 sec): 3 clusters
  Score: Raw -685007.702639 + Penalty 2849.179449 = -682158.523189
  nChanged 3
		SP:Iteration 53Q (63896.320000 sec): 3 clusters
  Score: Raw -685007.906130 + Penalty 2849.179449 = -682158.726681
  nChanged 2
		SP:Iteration 54Q (63896.430000 sec): 3 clusters
  Score: Raw -685008.130565 + Penalty 2849.179449 = -682158.951116
  nChanged 3
		SP:Iteration 55Q (63896.530000 sec): 3 clusters
  Score: Raw -685008.465080 + Penalty 2849.179449 = -682159.285630
  nChanged 4
		SP:Iteration 56Q (63896.640000 sec): 3 clusters
  Score: Raw -685009.344752 + Penalty 2849.179449 = -682160.165303
  nChanged 3
		SP:Iteration 57Q (63896.740000 sec): 3 clusters
  Score: Raw -685009.601583 + Penalty 2849.179449 = -682160.422133
  nChanged 3
		SP:Iteration 58Q (63896.850000 sec): 3 clusters
  Score: Raw -685009.970614 + Penalty 2849.179449 = -682160.791165
  nChanged 2
		SP:Iteration 59Q (63896.960000 sec): 3 clusters
  Score: Raw -685010.197864 + Penalty 2849.179449 = -682161.018414
  nChanged 3
		SP:Iteration 60F (63897.080000 sec): 3 clusters
  Score: Raw -685010.714788 + Penalty 2849.179449 = -682161.535338
  nChanged 3
		SP:Iteration 61Q (63897.200000 sec): 3 clusters
  Score: Raw -685011.341613 + Penalty 2849.179449 = -682162.162163
  nChanged 2
		SP:Iteration 62Q (63897.300000 sec): 3 clusters
  Score: Raw -685011.592299 + Penalty 2849.179449 = -682162.412850
  nChanged 3
		SP:Iteration 63Q (63897.400000 sec): 3 clusters
  Score: Raw -685011.951910 + Penalty 2849.179449 = -682162.772461
  nChanged 3
		SP:Iteration 64Q (63897.510000 sec): 3 clusters
  Score: Raw -685012.192164 + Penalty 2849.179449 = -682163.012715
  nChanged 1
		SP:Iteration 65Q (63897.620000 sec): 3 clusters
  Score: Raw -685012.268765 + Penalty 2849.179449 = -682163.089316
  nChanged 1
		SP:Iteration 66Q (63897.720000 sec): 3 clusters
  Score: Raw -685012.317593 + Penalty 2849.179449 = -682163.138143
  nChanged 0
		SP:Iteration 67F (63897.830000 sec): 3 clusters
  Score: Raw -685012.317593 + Penalty 2849.179449 = -682163.138143
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 84 (5351 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63897.910000 sec): 2 clusters
  Score: Raw -608737.898854 + Penalty 1395.068795 = -607342.830059
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63898.020000 sec): 3 clusters
  Score: Raw -605923.946487 + Penalty 2790.137590 = -603133.808897
  nChanged 2194
		SP:Iteration 1F (63898.110000 sec): 3 clusters
  Score: Raw -607172.224882 + Penalty 2790.137590 = -604382.087292
  nChanged 381
		SP:Iteration 2F (63898.200000 sec): 3 clusters
  Score: Raw -607379.516912 + Penalty 2790.137590 = -604589.379322
  nChanged 287
		SP:Iteration 3F (63898.300000 sec): 3 clusters
  Score: Raw -607513.198464 + Penalty 2790.137590 = -604723.060874
  nChanged 214
		SP:Iteration 4Q (63898.390000 sec): 3 clusters
  Score: Raw -607612.852931 + Penalty 2790.137590 = -604822.715341
  nChanged 169
		SP:Iteration 5Q (63898.480000 sec): 3 clusters
  Score: Raw -607686.975855 + Penalty 2790.137590 = -604896.838265
  nChanged 133
		SP:Iteration 6Q (63898.580000 sec): 3 clusters
  Score: Raw -607756.722338 + Penalty 2790.137590 = -604966.584748
  nChanged 153
		SP:Iteration 7Q (63898.670000 sec): 3 clusters
  Score: Raw -607845.309542 + Penalty 2790.137590 = -605055.171952
  nChanged 169
		SP:Iteration 8Q (63898.760000 sec): 3 clusters
  Score: Raw -607959.990690 + Penalty 2790.137590 = -605169.853100
  nChanged 178
		SP:Iteration 9Q (63898.850000 sec): 3 clusters
  Score: Raw -608056.181988 + Penalty 2790.137590 = -605266.044398
  nChanged 147
		SP:Iteration 10Q (63898.940000 sec): 3 clusters
  Score: Raw -608143.022463 + Penalty 2790.137590 = -605352.884873
  nChanged 150
		SP:Iteration 11Q (63899.040000 sec): 3 clusters
  Score: Raw -608236.512614 + Penalty 2790.137590 = -605446.375024
  nChanged 163
		SP:Iteration 12Q (63899.130000 sec): 3 clusters
  Score: Raw -608330.130564 + Penalty 2790.137590 = -605539.992974
  nChanged 144
		SP:Iteration 13Q (63899.220000 sec): 3 clusters
  Score: Raw -608414.435740 + Penalty 2790.137590 = -605624.298150
  nChanged 117
		SP:Iteration 14Q (63899.310000 sec): 3 clusters
  Score: Raw -608483.905420 + Penalty 2790.137590 = -605693.767830
  nChanged 113
		SP:Iteration 15Q (63899.400000 sec): 3 clusters
  Score: Raw -608538.807422 + Penalty 2790.137590 = -605748.669832
  nChanged 88
		SP:Iteration 16Q (63899.490000 sec): 3 clusters
  Score: Raw -608572.570804 + Penalty 2790.137590 = -605782.433214
  nChanged 65
		SP:Iteration 17Q (63899.580000 sec): 3 clusters
  Score: Raw -608596.348624 + Penalty 2790.137590 = -605806.211034
  nChanged 50
		SP:Iteration 18Q (63899.670000 sec): 3 clusters
  Score: Raw -608616.508809 + Penalty 2790.137590 = -605826.371219
  nChanged 48
		SP:Iteration 19Q (63899.760000 sec): 3 clusters
  Score: Raw -608637.790835 + Penalty 2790.137590 = -605847.653245
  nChanged 45
		SP:Iteration 20F (63899.850000 sec): 3 clusters
  Score: Raw -608656.552183 + Penalty 2790.137590 = -605866.414593
  nChanged 38
		SP:Iteration 21Q (63899.940000 sec): 3 clusters
  Score: Raw -608670.181985 + Penalty 2790.137590 = -605880.044395
  nChanged 38
		SP:Iteration 22Q (63900.030000 sec): 3 clusters
  Score: Raw -608683.704525 + Penalty 2790.137590 = -605893.566935
  nChanged 35
		SP:Iteration 23Q (63900.120000 sec): 3 clusters
  Score: Raw -608695.406155 + Penalty 2790.137590 = -605905.268565
  nChanged 33
		SP:Iteration 24Q (63900.210000 sec): 3 clusters
  Score: Raw -608707.153558 + Penalty 2790.137590 = -605917.015968
  nChanged 32
		SP:Iteration 25Q (63900.300000 sec): 3 clusters
  Score: Raw -608718.564399 + Penalty 2790.137590 = -605928.426809
  nChanged 25
		SP:Iteration 26Q (63900.390000 sec): 3 clusters
  Score: Raw -608728.226893 + Penalty 2790.137590 = -605938.089303
  nChanged 27
		SP:Iteration 27Q (63900.480000 sec): 3 clusters
  Score: Raw -608736.378064 + Penalty 2790.137590 = -605946.240474
  nChanged 23
		SP:Iteration 28Q (63900.570000 sec): 3 clusters
  Score: Raw -608745.408789 + Penalty 2790.137590 = -605955.271199
  nChanged 18
		SP:Iteration 29Q (63900.660000 sec): 3 clusters
  Score: Raw -608752.197128 + Penalty 2790.137590 = -605962.059538
  nChanged 20
		SP:Iteration 30Q (63900.740000 sec): 3 clusters
  Score: Raw -608759.986250 + Penalty 2790.137590 = -605969.848660
  nChanged 16
		SP:Iteration 31Q (63900.840000 sec): 3 clusters
  Score: Raw -608766.021084 + Penalty 2790.137590 = -605975.883494
  nChanged 19
		SP:Iteration 32Q (63900.920000 sec): 3 clusters
  Score: Raw -608771.875649 + Penalty 2790.137590 = -605981.738059
  nChanged 16
		SP:Iteration 33Q (63901.010000 sec): 3 clusters
  Score: Raw -608779.421147 + Penalty 2790.137590 = -605989.283557
  nChanged 17
		SP:Iteration 34Q (63901.100000 sec): 3 clusters
  Score: Raw -608789.806419 + Penalty 2790.137590 = -605999.668830
  nChanged 22
		SP:Iteration 35Q (63901.190000 sec): 3 clusters
  Score: Raw -608800.762804 + Penalty 2790.137590 = -606010.625214
  nChanged 23
		SP:Iteration 36Q (63901.280000 sec): 3 clusters
  Score: Raw -608811.329692 + Penalty 2790.137590 = -606021.192102
  nChanged 27
		SP:Iteration 37Q (63901.370000 sec): 3 clusters
  Score: Raw -608827.274756 + Penalty 2790.137590 = -606037.137166
  nChanged 28
		SP:Iteration 38Q (63901.460000 sec): 3 clusters
  Score: Raw -608840.923279 + Penalty 2790.137590 = -606050.785689
  nChanged 26
		SP:Iteration 39Q (63901.540000 sec): 3 clusters
  Score: Raw -608852.582941 + Penalty 2790.137590 = -606062.445351
  nChanged 18
		SP:Iteration 40F (63901.640000 sec): 3 clusters
  Score: Raw -608862.570221 + Penalty 2790.137590 = -606072.432631
  nChanged 21
		SP:Iteration 41Q (63901.720000 sec): 3 clusters
  Score: Raw -608877.300420 + Penalty 2790.137590 = -606087.162830
  nChanged 26
		SP:Iteration 42Q (63901.810000 sec): 3 clusters
  Score: Raw -608895.124865 + Penalty 2790.137590 = -606104.987275
  nChanged 35
		SP:Iteration 43Q (63901.900000 sec): 3 clusters
  Score: Raw -608920.310953 + Penalty 2790.137590 = -606130.173363
  nChanged 35
		SP:Iteration 44Q (63901.990000 sec): 3 clusters
  Score: Raw -608952.467167 + Penalty 2790.137590 = -606162.329577
  nChanged 26
		SP:Iteration 45Q (63902.080000 sec): 3 clusters
  Score: Raw -608965.071240 + Penalty 2790.137590 = -606174.933650
  nChanged 13
		SP:Iteration 46Q (63902.170000 sec): 3 clusters
  Score: Raw -608971.169941 + Penalty 2790.137590 = -606181.032351
  nChanged 12
		SP:Iteration 47Q (63902.260000 sec): 3 clusters
  Score: Raw -608978.132043 + Penalty 2790.137590 = -606187.994453
  nChanged 18
		SP:Iteration 48Q (63902.340000 sec): 3 clusters
  Score: Raw -608984.622225 + Penalty 2790.137590 = -606194.484635
  nChanged 15
		SP:Iteration 49Q (63902.430000 sec): 3 clusters
  Score: Raw -608990.396971 + Penalty 2790.137590 = -606200.259381
  nChanged 12
		SP:Iteration 50Q (63902.520000 sec): 3 clusters
  Score: Raw -608995.817084 + Penalty 2790.137590 = -606205.679494
  nChanged 9
		SP:Iteration 51Q (63902.610000 sec): 3 clusters
  Score: Raw -609000.298680 + Penalty 2790.137590 = -606210.161090
  nChanged 5
		SP:Iteration 52Q (63902.700000 sec): 3 clusters
  Score: Raw -609003.217372 + Penalty 2790.137590 = -606213.079782
  nChanged 8
		SP:Iteration 53Q (63902.830000 sec): 3 clusters
  Score: Raw -609008.408522 + Penalty 2790.137590 = -606218.270932
  nChanged 11
		SP:Iteration 54Q (63902.920000 sec): 3 clusters
  Score: Raw -609014.549732 + Penalty 2790.137590 = -606224.412142
  nChanged 13
		SP:Iteration 55Q (63903.000000 sec): 3 clusters
  Score: Raw -609019.761039 + Penalty 2790.137590 = -606229.623449
  nChanged 11
		SP:Iteration 56Q (63903.090000 sec): 3 clusters
  Score: Raw -609023.938448 + Penalty 2790.137590 = -606233.800859
  nChanged 7
		SP:Iteration 57Q (63903.180000 sec): 3 clusters
  Score: Raw -609028.960583 + Penalty 2790.137590 = -606238.822993
  nChanged 10
		SP:Iteration 58Q (63903.270000 sec): 3 clusters
  Score: Raw -609031.862144 + Penalty 2790.137590 = -606241.724554
  nChanged 3
		SP:Iteration 59Q (63903.350000 sec): 3 clusters
  Score: Raw -609032.685219 + Penalty 2790.137590 = -606242.547629
  nChanged 2
		SP:Iteration 60F (63903.440000 sec): 3 clusters
  Score: Raw -609033.113880 + Penalty 2790.137590 = -606242.976290
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 85 (1575 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63903.500000 sec): 2 clusters
  Score: Raw -182473.824885 + Penalty 1196.326715 = -181277.498170
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63903.540000 sec): 3 clusters
  Score: Raw -181915.514183 + Penalty 2392.653429 = -179522.860754
  nChanged 524
		SP:Iteration 1F (63903.560000 sec): 3 clusters
  Score: Raw -182320.701562 + Penalty 2392.653429 = -179928.048133
  nChanged 123
		SP:Iteration 2F (63903.600000 sec): 3 clusters
  Score: Raw -182452.302299 + Penalty 2392.653429 = -180059.648870
  nChanged 86
		SP:Iteration 3F (63903.620000 sec): 3 clusters
  Score: Raw -182552.747178 + Penalty 2392.653429 = -180160.093749
  nChanged 97
		SP:Iteration 4F (63903.650000 sec): 3 clusters
  Score: Raw -182651.172281 + Penalty 2392.653429 = -180258.518852
  nChanged 59
		SP:Iteration 5Q (63903.680000 sec): 3 clusters
  Score: Raw -182702.049312 + Penalty 2392.653429 = -180309.395882
  nChanged 25
		SP:Iteration 6Q (63903.710000 sec): 3 clusters
  Score: Raw -182721.717609 + Penalty 2392.653429 = -180329.064180
  nChanged 17
		SP:Iteration 7Q (63903.740000 sec): 3 clusters
  Score: Raw -182739.220733 + Penalty 2392.653429 = -180346.567304
  nChanged 14
		SP:Iteration 8Q (63903.770000 sec): 3 clusters
  Score: Raw -182752.551754 + Penalty 2392.653429 = -180359.898324
  nChanged 18
		SP:Iteration 9Q (63903.800000 sec): 3 clusters
  Score: Raw -182764.993226 + Penalty 2392.653429 = -180372.339797
  nChanged 19
		SP:Iteration 10Q (63903.830000 sec): 3 clusters
  Score: Raw -182779.343257 + Penalty 2392.653429 = -180386.689828
  nChanged 12
		SP:Iteration 11Q (63903.860000 sec): 3 clusters
  Score: Raw -182785.664624 + Penalty 2392.653429 = -180393.011195
  nChanged 8
		SP:Iteration 12Q (63903.890000 sec): 3 clusters
  Score: Raw -182791.463949 + Penalty 2392.653429 = -180398.810519
  nChanged 5
		SP:Iteration 13Q (63903.920000 sec): 3 clusters
  Score: Raw -182794.639047 + Penalty 2392.653429 = -180401.985618
  nChanged 4
		SP:Iteration 14Q (63903.950000 sec): 3 clusters
  Score: Raw -182799.298373 + Penalty 2392.653429 = -180406.644944
  nChanged 7
		SP:Iteration 15Q (63903.980000 sec): 3 clusters
  Score: Raw -182806.148312 + Penalty 2392.653429 = -180413.494883
  nChanged 4
		SP:Iteration 16Q (63904.000000 sec): 3 clusters
  Score: Raw -182808.151039 + Penalty 2392.653429 = -180415.497610
  nChanged 3
		SP:Iteration 17Q (63904.030000 sec): 3 clusters
  Score: Raw -182809.665024 + Penalty 2392.653429 = -180417.011594
  nChanged 4
		SP:Iteration 18Q (63904.060000 sec): 3 clusters
  Score: Raw -182811.350560 + Penalty 2392.653429 = -180418.697131
  nChanged 1
		SP:Iteration 19Q (63904.090000 sec): 3 clusters
  Score: Raw -182812.261418 + Penalty 2392.653429 = -180419.607989
  nChanged 1
		SP:Iteration 20F (63904.120000 sec): 3 clusters
  Score: Raw -182812.672050 + Penalty 2392.653429 = -180420.018621
  nChanged 2
		SP:Iteration 21Q (63904.150000 sec): 3 clusters
  Score: Raw -182814.335021 + Penalty 2392.653429 = -180421.681592
  nChanged 1
		SP:Iteration 22Q (63904.180000 sec): 3 clusters
  Score: Raw -182814.930775 + Penalty 2392.653429 = -180422.277346
  nChanged 3
		SP:Iteration 23Q (63904.210000 sec): 3 clusters
  Score: Raw -182816.063461 + Penalty 2392.653429 = -180423.410032
  nChanged 1
		SP:Iteration 24Q (63904.240000 sec): 3 clusters
  Score: Raw -182816.513789 + Penalty 2392.653429 = -180423.860360
  nChanged 3
		SP:Iteration 25Q (63904.270000 sec): 3 clusters
  Score: Raw -182817.715592 + Penalty 2392.653429 = -180425.062163
  nChanged 1
		SP:Iteration 26Q (63904.300000 sec): 3 clusters
  Score: Raw -182818.886876 + Penalty 2392.653429 = -180426.233447
  nChanged 1
		SP:Iteration 27Q (63904.330000 sec): 3 clusters
  Score: Raw -182819.727544 + Penalty 2392.653429 = -180427.074115
  nChanged 0
		SP:Iteration 28F (63904.360000 sec): 3 clusters
  Score: Raw -182819.727544 + Penalty 2392.653429 = -180427.074115
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 86 (710 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63904.400000 sec): 2 clusters
  Score: Raw -80885.074213 + Penalty 1066.855558 = -79818.218655
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63904.420000 sec): 3 clusters
  Score: Raw -80741.710278 + Penalty 2133.711115 = -78607.999163
  nChanged 160
		SP:Iteration 1F (63904.430000 sec): 3 clusters
  Score: Raw -80937.253004 + Penalty 2133.711115 = -78803.541889
  nChanged 63
		SP:Iteration 2F (63904.440000 sec): 3 clusters
  Score: Raw -81026.427057 + Penalty 2133.711115 = -78892.715942
  nChanged 31
		SP:Iteration 3Q (63904.460000 sec): 3 clusters
  Score: Raw -81075.911323 + Penalty 2133.711115 = -78942.200207
  nChanged 27
		SP:Iteration 4Q (63904.470000 sec): 3 clusters
  Score: Raw -81105.038676 + Penalty 2133.711115 = -78971.327561
  nChanged 13
		SP:Iteration 5Q (63904.480000 sec): 3 clusters
  Score: Raw -81123.590727 + Penalty 2133.711115 = -78989.879612
  nChanged 7
		SP:Iteration 6Q (63904.500000 sec): 3 clusters
  Score: Raw -81131.961601 + Penalty 2133.711115 = -78998.250486
  nChanged 3
		SP:Iteration 7Q (63904.520000 sec): 3 clusters
  Score: Raw -81138.588289 + Penalty 2133.711115 = -79004.877174
  nChanged 2
		SP:Iteration 8Q (63904.530000 sec): 3 clusters
  Score: Raw -81143.167060 + Penalty 2133.711115 = -79009.455944
  nChanged 3
		SP:Iteration 9Q (63904.540000 sec): 3 clusters
  Score: Raw -81146.355009 + Penalty 2133.711115 = -79012.643894
  nChanged 1
		SP:Iteration 10Q (63904.560000 sec): 3 clusters
  Score: Raw -81147.857444 + Penalty 2133.711115 = -79014.146329
  nChanged 0
		SP:Iteration 11F (63904.570000 sec): 3 clusters
  Score: Raw -81147.857444 + Penalty 2133.711115 = -79014.146329
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 87 (241 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63904.600000 sec): 2 clusters
  Score: Raw -23871.879402 + Penalty 891.279502 = -22980.599900
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63904.610000 sec): 3 clusters
  Score: Raw -23990.561217 + Penalty 1782.559003 = -22208.002214
  nChanged 45
		SP:Iteration 1F (63904.620000 sec): 3 clusters
  Score: Raw -24204.111827 + Penalty 1782.559003 = -22421.552824
  nChanged 23
		SP:Iteration 2F (63904.620000 sec): 3 clusters
  Score: Raw -24289.868870 + Penalty 1782.559003 = -22507.309867
  nChanged 13
		SP:Iteration 3F (63904.630000 sec): 3 clusters
  Score: Raw -24342.581992 + Penalty 1782.559003 = -22560.022989
  nChanged 8
		SP:Iteration 4Q (63904.630000 sec): 3 clusters
  Score: Raw -24362.623029 + Penalty 1782.559003 = -22580.064026
  nChanged 2
		SP:Iteration 5Q (63904.640000 sec): 3 clusters
  Score: Raw -24388.585673 + Penalty 1782.559003 = -22606.026670
  nChanged 2
		SP:Iteration 6Q (63904.640000 sec): 3 clusters
  Score: Raw -24466.129296 + Penalty 1782.559003 = -22683.570292
  nChanged 1
		SP:Iteration 7Q (63904.650000 sec): 3 clusters
  Score: Raw -24491.104436 + Penalty 1782.559003 = -22708.545433
  nChanged 2
		SP:Iteration 8Q (63904.660000 sec): 3 clusters
  Score: Raw -24532.741347 + Penalty 1782.559003 = -22750.182343
  nChanged 3
		SP:Iteration 9Q (63904.660000 sec): 3 clusters
  Score: Raw -24554.123595 + Penalty 1782.559003 = -22771.564592
  nChanged 3
		SP:Iteration 10Q (63904.660000 sec): 3 clusters
  Score: Raw -24617.438710 + Penalty 1782.559003 = -22834.879707
  nChanged 2
		SP:Iteration 11Q (63904.670000 sec): 3 clusters
  Score: Raw -24628.750028 + Penalty 1782.559003 = -22846.191024
  nChanged 1
		SP:Iteration 12Q (63904.680000 sec): 3 clusters
  Score: Raw -24631.486472 + Penalty 1782.559003 = -22848.927468
  nChanged 0
		SP:Iteration 13F (63904.680000 sec): 3 clusters
  Score: Raw -24631.486472 + Penalty 1782.559003 = -22848.927468
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 88 (3346 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63904.760000 sec): 2 clusters
  Score: Raw -415964.642351 + Penalty 1318.772143 = -414645.870208
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63904.830000 sec): 3 clusters
  Score: Raw -414365.654735 + Penalty 2637.544287 = -411728.110448
  nChanged 1294
		SP:Iteration 1F (63904.900000 sec): 3 clusters
  Score: Raw -415125.546926 + Penalty 2637.544287 = -412488.002640
  nChanged 267
		SP:Iteration 2F (63904.960000 sec): 3 clusters
  Score: Raw -415274.201552 + Penalty 2637.544287 = -412636.657265
  nChanged 171
		SP:Iteration 3F (63905.020000 sec): 3 clusters
  Score: Raw -415368.014890 + Penalty 2637.544287 = -412730.470603
  nChanged 130
		SP:Iteration 4Q (63905.090000 sec): 3 clusters
  Score: Raw -415433.644536 + Penalty 2637.544287 = -412796.100249
  nChanged 97
		SP:Iteration 5Q (63905.150000 sec): 3 clusters
  Score: Raw -415477.923022 + Penalty 2637.544287 = -412840.378736
  nChanged 77
		SP:Iteration 6Q (63905.220000 sec): 3 clusters
  Score: Raw -415509.148995 + Penalty 2637.544287 = -412871.604709
  nChanged 77
		SP:Iteration 7Q (63905.280000 sec): 3 clusters
  Score: Raw -415542.743207 + Penalty 2637.544287 = -412905.198920
  nChanged 72
		SP:Iteration 8Q (63905.340000 sec): 3 clusters
  Score: Raw -415568.926835 + Penalty 2637.544287 = -412931.382548
  nChanged 61
		SP:Iteration 9Q (63905.410000 sec): 3 clusters
  Score: Raw -415598.998578 + Penalty 2637.544287 = -412961.454291
  nChanged 74
		SP:Iteration 10Q (63905.470000 sec): 3 clusters
  Score: Raw -415633.859660 + Penalty 2637.544287 = -412996.315374
  nChanged 69
		SP:Iteration 11Q (63905.540000 sec): 3 clusters
  Score: Raw -415665.126679 + Penalty 2637.544287 = -413027.582392
  nChanged 56
		SP:Iteration 12Q (63905.600000 sec): 3 clusters
  Score: Raw -415696.540382 + Penalty 2637.544287 = -413058.996095
  nChanged 63
		SP:Iteration 13Q (63905.670000 sec): 3 clusters
  Score: Raw -415731.411120 + Penalty 2637.544287 = -413093.866834
  nChanged 63
		SP:Iteration 14Q (63905.730000 sec): 3 clusters
  Score: Raw -415760.932310 + Penalty 2637.544287 = -413123.388023
  nChanged 57
		SP:Iteration 15Q (63905.790000 sec): 3 clusters
  Score: Raw -415790.828313 + Penalty 2637.544287 = -413153.284027
  nChanged 62
		SP:Iteration 16Q (63905.860000 sec): 3 clusters
  Score: Raw -415824.745565 + Penalty 2637.544287 = -413187.201278
  nChanged 69
		SP:Iteration 17Q (63905.920000 sec): 3 clusters
  Score: Raw -415860.365474 + Penalty 2637.544287 = -413222.821187
  nChanged 54
		SP:Iteration 18Q (63905.990000 sec): 3 clusters
  Score: Raw -415889.493445 + Penalty 2637.544287 = -413251.949159
  nChanged 47
		SP:Iteration 19Q (63906.050000 sec): 3 clusters
  Score: Raw -415911.553861 + Penalty 2637.544287 = -413274.009574
  nChanged 36
		SP:Iteration 20F (63906.120000 sec): 3 clusters
  Score: Raw -415932.179911 + Penalty 2637.544287 = -413294.635624
  nChanged 32
		SP:Iteration 21Q (63906.180000 sec): 3 clusters
  Score: Raw -415947.373293 + Penalty 2637.544287 = -413309.829006
  nChanged 23
		SP:Iteration 22Q (63906.240000 sec): 3 clusters
  Score: Raw -415958.431488 + Penalty 2637.544287 = -413320.887201
  nChanged 23
		SP:Iteration 23Q (63906.300000 sec): 3 clusters
  Score: Raw -415967.967965 + Penalty 2637.544287 = -413330.423679
  nChanged 14
		SP:Iteration 24Q (63906.370000 sec): 3 clusters
  Score: Raw -415976.229559 + Penalty 2637.544287 = -413338.685273
  nChanged 24
		SP:Iteration 25Q (63906.430000 sec): 3 clusters
  Score: Raw -415988.117531 + Penalty 2637.544287 = -413350.573244
  nChanged 19
		SP:Iteration 26Q (63906.500000 sec): 3 clusters
  Score: Raw -415996.311121 + Penalty 2637.544287 = -413358.766835
  nChanged 19
		SP:Iteration 27Q (63906.560000 sec): 3 clusters
  Score: Raw -416002.615715 + Penalty 2637.544287 = -413365.071428
  nChanged 15
		SP:Iteration 28Q (63906.620000 sec): 3 clusters
  Score: Raw -416007.518123 + Penalty 2637.544287 = -413369.973836
  nChanged 13
		SP:Iteration 29Q (63906.690000 sec): 3 clusters
  Score: Raw -416012.538670 + Penalty 2637.544287 = -413374.994383
  nChanged 7
		SP:Iteration 30Q (63906.750000 sec): 3 clusters
  Score: Raw -416014.447616 + Penalty 2637.544287 = -413376.903329
  nChanged 4
		SP:Iteration 31Q (63906.820000 sec): 3 clusters
  Score: Raw -416017.065247 + Penalty 2637.544287 = -413379.520960
  nChanged 6
		SP:Iteration 32Q (63906.880000 sec): 3 clusters
  Score: Raw -416023.455884 + Penalty 2637.544287 = -413385.911597
  nChanged 8
		SP:Iteration 33Q (63906.940000 sec): 3 clusters
  Score: Raw -416029.133456 + Penalty 2637.544287 = -413391.589169
  nChanged 6
		SP:Iteration 34Q (63907.010000 sec): 3 clusters
  Score: Raw -416032.855373 + Penalty 2637.544287 = -413395.311086
  nChanged 6
		SP:Iteration 35Q (63907.070000 sec): 3 clusters
  Score: Raw -416036.409569 + Penalty 2637.544287 = -413398.865282
  nChanged 6
		SP:Iteration 36Q (63907.140000 sec): 3 clusters
  Score: Raw -416040.542951 + Penalty 2637.544287 = -413402.998665
  nChanged 6
		SP:Iteration 37Q (63907.200000 sec): 3 clusters
  Score: Raw -416043.730584 + Penalty 2637.544287 = -413406.186298
  nChanged 3
		SP:Iteration 38Q (63907.260000 sec): 3 clusters
  Score: Raw -416044.839436 + Penalty 2637.544287 = -413407.295149
  nChanged 2
		SP:Iteration 39Q (63907.330000 sec): 3 clusters
  Score: Raw -416045.532682 + Penalty 2637.544287 = -413407.988396
  nChanged 3
		SP:Iteration 40F (63907.390000 sec): 3 clusters
  Score: Raw -416046.541793 + Penalty 2637.544287 = -413408.997506
  nChanged 4
		SP:Iteration 41Q (63907.460000 sec): 3 clusters
  Score: Raw -416048.632768 + Penalty 2637.544287 = -413411.088481
  nChanged 7
		SP:Iteration 42Q (63907.520000 sec): 3 clusters
  Score: Raw -416052.953897 + Penalty 2637.544287 = -413415.409610
  nChanged 9
		SP:Iteration 43Q (63907.580000 sec): 3 clusters
  Score: Raw -416056.604304 + Penalty 2637.544287 = -413419.060018
  nChanged 6
		SP:Iteration 44Q (63907.640000 sec): 3 clusters
  Score: Raw -416059.368957 + Penalty 2637.544287 = -413421.824670
  nChanged 8
		SP:Iteration 45Q (63907.710000 sec): 3 clusters
  Score: Raw -416063.230805 + Penalty 2637.544287 = -413425.686518
  nChanged 7
		SP:Iteration 46Q (63907.770000 sec): 3 clusters
  Score: Raw -416066.495828 + Penalty 2637.544287 = -413428.951541
  nChanged 10
		SP:Iteration 47Q (63907.840000 sec): 3 clusters
  Score: Raw -416070.657264 + Penalty 2637.544287 = -413433.112978
  nChanged 9
		SP:Iteration 48Q (63907.900000 sec): 3 clusters
  Score: Raw -416075.195463 + Penalty 2637.544287 = -413437.651176
  nChanged 6
		SP:Iteration 49Q (63907.960000 sec): 3 clusters
  Score: Raw -416077.572158 + Penalty 2637.544287 = -413440.027871
  nChanged 1
		SP:Iteration 50Q (63908.030000 sec): 3 clusters
  Score: Raw -416077.726479 + Penalty 2637.544287 = -413440.182192
  nChanged 1
		SP:Iteration 51Q (63908.090000 sec): 3 clusters
  Score: Raw -416077.996849 + Penalty 2637.544287 = -413440.452563
  nChanged 1
		SP:Iteration 52Q (63908.160000 sec): 3 clusters
  Score: Raw -416078.585774 + Penalty 2637.544287 = -413441.041488
  nChanged 1
		SP:Iteration 53Q (63908.220000 sec): 3 clusters
  Score: Raw -416078.959241 + Penalty 2637.544287 = -413441.414955
  nChanged 2
		SP:Iteration 54Q (63908.280000 sec): 3 clusters
  Score: Raw -416079.798687 + Penalty 2637.544287 = -413442.254401
  nChanged 4
		SP:Iteration 55Q (63908.340000 sec): 3 clusters
  Score: Raw -416081.831484 + Penalty 2637.544287 = -413444.287198
  nChanged 4
		SP:Iteration 56Q (63908.410000 sec): 3 clusters
  Score: Raw -416083.255334 + Penalty 2637.544287 = -413445.711048
  nChanged 2
		SP:Iteration 57Q (63908.470000 sec): 3 clusters
  Score: Raw -416084.281235 + Penalty 2637.544287 = -413446.736948
  nChanged 4
		SP:Iteration 58Q (63908.540000 sec): 3 clusters
  Score: Raw -416085.990880 + Penalty 2637.544287 = -413448.446593
  nChanged 2
		SP:Iteration 59Q (63908.600000 sec): 3 clusters
  Score: Raw -416086.678974 + Penalty 2637.544287 = -413449.134687
  nChanged 1
		SP:Iteration 60F (63908.660000 sec): 3 clusters
  Score: Raw -416086.744760 + Penalty 2637.544287 = -413449.200474
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 89 (347 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63908.710000 sec): 2 clusters
  Score: Raw -34071.826769 + Penalty 950.515277 = -33121.311492
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63908.720000 sec): 3 clusters
  Score: Raw -34193.908786 + Penalty 1901.030553 = -32292.878232
  nChanged 84
		SP:Iteration 1F (63908.720000 sec): 3 clusters
  Score: Raw -34389.141449 + Penalty 1901.030553 = -32488.110895
  nChanged 12
		SP:Iteration 2Q (63908.730000 sec): 3 clusters
  Score: Raw -34438.753827 + Penalty 1901.030553 = -32537.723273
  nChanged 8
		SP:Iteration 3Q (63908.740000 sec): 3 clusters
  Score: Raw -34474.310159 + Penalty 1901.030553 = -32573.279605
  nChanged 3
		SP:Iteration 4Q (63908.750000 sec): 3 clusters
  Score: Raw -34480.065565 + Penalty 1901.030553 = -32579.035012
  nChanged 3
		SP:Iteration 5Q (63908.760000 sec): 3 clusters
  Score: Raw -34491.132981 + Penalty 1901.030553 = -32590.102427
  nChanged 4
		SP:Iteration 6Q (63908.760000 sec): 3 clusters
  Score: Raw -34502.390383 + Penalty 1901.030553 = -32601.359830
  nChanged 2
		SP:Iteration 7Q (63908.770000 sec): 3 clusters
  Score: Raw -34510.273249 + Penalty 1901.030553 = -32609.242696
  nChanged 3
		SP:Iteration 8Q (63908.780000 sec): 3 clusters
  Score: Raw -34518.267401 + Penalty 1901.030553 = -32617.236847
  nChanged 4
		SP:Iteration 9Q (63908.780000 sec): 3 clusters
  Score: Raw -34528.831600 + Penalty 1901.030553 = -32627.801047
  nChanged 3
		SP:Iteration 10Q (63908.790000 sec): 3 clusters
  Score: Raw -34540.453899 + Penalty 1901.030553 = -32639.423345
  nChanged 0
		SP:Iteration 11F (63908.800000 sec): 3 clusters
  Score: Raw -34540.453899 + Penalty 1901.030553 = -32639.423345
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 90 (2355 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63908.870000 sec): 2 clusters
  Score: Raw -268823.849879 + Penalty 1261.698101 = -267562.151778
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63908.910000 sec): 3 clusters
  Score: Raw -267828.165495 + Penalty 2523.396202 = -265304.769293
  nChanged 853
		SP:Iteration 1F (63908.960000 sec): 3 clusters
  Score: Raw -268393.097034 + Penalty 2523.396202 = -265869.700832
  nChanged 193
		SP:Iteration 2F (63909.000000 sec): 3 clusters
  Score: Raw -268551.853382 + Penalty 2523.396202 = -266028.457180
  nChanged 144
		SP:Iteration 3F (63909.040000 sec): 3 clusters
  Score: Raw -268668.533443 + Penalty 2523.396202 = -266145.137241
  nChanged 102
		SP:Iteration 4Q (63909.080000 sec): 3 clusters
  Score: Raw -268753.351536 + Penalty 2523.396202 = -266229.955334
  nChanged 81
		SP:Iteration 5Q (63909.130000 sec): 3 clusters
  Score: Raw -268824.297109 + Penalty 2523.396202 = -266300.900906
  nChanged 61
		SP:Iteration 6Q (63909.170000 sec): 3 clusters
  Score: Raw -268878.202151 + Penalty 2523.396202 = -266354.805949
  nChanged 74
		SP:Iteration 7Q (63909.220000 sec): 3 clusters
  Score: Raw -268957.335561 + Penalty 2523.396202 = -266433.939359
  nChanged 85
		SP:Iteration 8Q (63909.260000 sec): 3 clusters
  Score: Raw -269056.579557 + Penalty 2523.396202 = -266533.183355
  nChanged 90
		SP:Iteration 9Q (63909.300000 sec): 3 clusters
  Score: Raw -269198.229173 + Penalty 2523.396202 = -266674.832971
  nChanged 93
		SP:Iteration 10Q (63909.340000 sec): 3 clusters
  Score: Raw -269355.113559 + Penalty 2523.396202 = -266831.717357
  nChanged 102
		SP:Iteration 11Q (63909.380000 sec): 3 clusters
  Score: Raw -269564.407005 + Penalty 2523.396202 = -267041.010802
  nChanged 98
		SP:Iteration 12Q (63909.430000 sec): 3 clusters
  Score: Raw -269795.187935 + Penalty 2523.396202 = -267271.791733
  nChanged 106
		SP:Iteration 13Q (63909.470000 sec): 3 clusters
  Score: Raw -270014.863537 + Penalty 2523.396202 = -267491.467335
  nChanged 90
		SP:Iteration 14Q (63909.510000 sec): 3 clusters
  Score: Raw -270215.233422 + Penalty 2523.396202 = -267691.837220
  nChanged 70
		SP:Iteration 15Q (63909.550000 sec): 3 clusters
  Score: Raw -270343.670265 + Penalty 2523.396202 = -267820.274063
  nChanged 51
		SP:Iteration 16Q (63909.590000 sec): 3 clusters
  Score: Raw -270430.957655 + Penalty 2523.396202 = -267907.561453
  nChanged 35
		SP:Iteration 17Q (63909.630000 sec): 3 clusters
  Score: Raw -270481.262333 + Penalty 2523.396202 = -267957.866131
  nChanged 18
		SP:Iteration 18Q (63909.670000 sec): 3 clusters
  Score: Raw -270497.621197 + Penalty 2523.396202 = -267974.224995
  nChanged 12
		SP:Iteration 19Q (63909.710000 sec): 3 clusters
  Score: Raw -270505.857725 + Penalty 2523.396202 = -267982.461523
  nChanged 7
		SP:Iteration 20F (63909.750000 sec): 3 clusters
  Score: Raw -270509.362883 + Penalty 2523.396202 = -267985.966681
  nChanged 2
		SP:Iteration 21Q (63909.790000 sec): 3 clusters
  Score: Raw -270510.064810 + Penalty 2523.396202 = -267986.668608
  nChanged 1
		SP:Iteration 22Q (63909.830000 sec): 3 clusters
  Score: Raw -270511.394153 + Penalty 2523.396202 = -267987.997951
  nChanged 2
		SP:Iteration 23Q (63909.870000 sec): 3 clusters
  Score: Raw -270512.060253 + Penalty 2523.396202 = -267988.664051
  nChanged 0
		SP:Iteration 24F (63909.920000 sec): 3 clusters
  Score: Raw -270512.060253 + Penalty 2523.396202 = -267988.664051
  nChanged 0
  Score: Raw -119141430.521162 + Penalty 265543.287490 = -118875887.233672

Splitting cluster 90 changes total score from -118876429.122902 to -118875887.233672

 So it's not getting split.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 91 (10419 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64267.410000 sec): 2 clusters
  Score: Raw -1207884.614034 + Penalty 1503.350280 = -1206381.263753
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64267.610000 sec): 3 clusters
  Score: Raw -1201922.265773 + Penalty 3006.700561 = -1198915.565212
  nChanged 4500
		SP:Iteration 1F (64267.760000 sec): 3 clusters
  Score: Raw -1204545.285164 + Penalty 3006.700561 = -1201538.584603
  nChanged 832
		SP:Iteration 2F (64267.900000 sec): 3 clusters
  Score: Raw -1205095.171639 + Penalty 3006.700561 = -1202088.471078
  nChanged 743
		SP:Iteration 3F (64268.070000 sec): 3 clusters
  Score: Raw -1205701.423248 + Penalty 3006.700561 = -1202694.722687
  nChanged 740
		SP:Iteration 4F (64268.230000 sec): 3 clusters
  Score: Raw -1206433.137790 + Penalty 3006.700561 = -1203426.437229
  nChanged 786
		SP:Iteration 5F (64268.390000 sec): 3 clusters
  Score: Raw -1207144.682959 + Penalty 3006.700561 = -1204137.982398
  nChanged 632
		SP:Iteration 6F (64268.580000 sec): 3 clusters
  Score: Raw -1207562.792943 + Penalty 3006.700561 = -1204556.092382
  nChanged 476
		SP:Iteration 7Q (64268.730000 sec): 3 clusters
  Score: Raw -1207826.693350 + Penalty 3006.700561 = -1204819.992789
  nChanged 344
		SP:Iteration 8Q (64268.900000 sec): 3 clusters
  Score: Raw -1208009.056081 + Penalty 3006.700561 = -1205002.355520
  nChanged 281
		SP:Iteration 9Q (64269.050000 sec): 3 clusters
  Score: Raw -1208130.845853 + Penalty 3006.700561 = -1205124.145292
  nChanged 212
		SP:Iteration 10Q (64269.210000 sec): 3 clusters
  Score: Raw -1208203.237760 + Penalty 3006.700561 = -1205196.537199
  nChanged 181
		SP:Iteration 11Q (64269.390000 sec): 3 clusters
  Score: Raw -1208254.594048 + Penalty 3006.700561 = -1205247.893487
  nChanged 133
		SP:Iteration 12Q (64269.540000 sec): 3 clusters
  Score: Raw -1208287.959189 + Penalty 3006.700561 = -1205281.258628
  nChanged 98
		SP:Iteration 13Q (64269.710000 sec): 3 clusters
  Score: Raw -1208308.185680 + Penalty 3006.700561 = -1205301.485119
  nChanged 87
		SP:Iteration 14Q (64269.860000 sec): 3 clusters
  Score: Raw -1208322.142710 + Penalty 3006.700561 = -1205315.442149
  nChanged 66
		SP:Iteration 15Q (64270.020000 sec): 3 clusters
  Score: Raw -1208332.756058 + Penalty 3006.700561 = -1205326.055497
  nChanged 63
		SP:Iteration 16Q (64270.210000 sec): 3 clusters
  Score: Raw -1208342.742412 + Penalty 3006.700561 = -1205336.041851
  nChanged 57
		SP:Iteration 17Q (64270.350000 sec): 3 clusters
  Score: Raw -1208351.413238 + Penalty 3006.700561 = -1205344.712677
  nChanged 50
		SP:Iteration 18Q (64270.520000 sec): 3 clusters
  Score: Raw -1208359.870556 + Penalty 3006.700561 = -1205353.169996
  nChanged 36
		SP:Iteration 19Q (64270.670000 sec): 3 clusters
  Score: Raw -1208365.190496 + Penalty 3006.700561 = -1205358.489935
  nChanged 24
		SP:Iteration 20F (64270.830000 sec): 3 clusters
  Score: Raw -1208368.364688 + Penalty 3006.700561 = -1205361.664127
  nChanged 29
		SP:Iteration 21Q (64271.010000 sec): 3 clusters
  Score: Raw -1208372.336398 + Penalty 3006.700561 = -1205365.635837
  nChanged 26
		SP:Iteration 22Q (64271.160000 sec): 3 clusters
  Score: Raw -1208376.170528 + Penalty 3006.700561 = -1205369.469967
  nChanged 26
		SP:Iteration 23Q (64271.330000 sec): 3 clusters
  Score: Raw -1208380.093915 + Penalty 3006.700561 = -1205373.393354
  nChanged 33
		SP:Iteration 24Q (64271.480000 sec): 3 clusters
  Score: Raw -1208386.213573 + Penalty 3006.700561 = -1205379.513013
  nChanged 34
		SP:Iteration 25Q (64271.640000 sec): 3 clusters
  Score: Raw -1208390.970600 + Penalty 3006.700561 = -1205384.270039
  nChanged 28
		SP:Iteration 26Q (64271.830000 sec): 3 clusters
  Score: Raw -1208394.950088 + Penalty 3006.700561 = -1205388.249527
  nChanged 34
		SP:Iteration 27Q (64271.970000 sec): 3 clusters
  Score: Raw -1208399.626107 + Penalty 3006.700561 = -1205392.925546
  nChanged 32
		SP:Iteration 28Q (64272.140000 sec): 3 clusters
  Score: Raw -1208404.963469 + Penalty 3006.700561 = -1205398.262908
  nChanged 30
		SP:Iteration 29Q (64272.290000 sec): 3 clusters
  Score: Raw -1208408.488142 + Penalty 3006.700561 = -1205401.787581
  nChanged 23
		SP:Iteration 30Q (64272.450000 sec): 3 clusters
  Score: Raw -1208412.220046 + Penalty 3006.700561 = -1205405.519485
  nChanged 29
		SP:Iteration 31Q (64272.630000 sec): 3 clusters
  Score: Raw -1208415.995392 + Penalty 3006.700561 = -1205409.294831
  nChanged 24
		SP:Iteration 32Q (64272.770000 sec): 3 clusters
  Score: Raw -1208420.034775 + Penalty 3006.700561 = -1205413.334214
  nChanged 33
		SP:Iteration 33Q (64272.940000 sec): 3 clusters
  Score: Raw -1208423.904482 + Penalty 3006.700561 = -1205417.203921
  nChanged 18
		SP:Iteration 34Q (64273.100000 sec): 3 clusters
  Score: Raw -1208425.949786 + Penalty 3006.700561 = -1205419.249225
  nChanged 14
		SP:Iteration 35Q (64273.260000 sec): 3 clusters
  Score: Raw -1208427.687779 + Penalty 3006.700561 = -1205420.987219
  nChanged 12
		SP:Iteration 36Q (64273.440000 sec): 3 clusters
  Score: Raw -1208428.636306 + Penalty 3006.700561 = -1205421.935745
  nChanged 11
		SP:Iteration 37Q (64273.590000 sec): 3 clusters
  Score: Raw -1208429.970987 + Penalty 3006.700561 = -1205423.270426
  nChanged 14
		SP:Iteration 38Q (64273.760000 sec): 3 clusters
  Score: Raw -1208431.978478 + Penalty 3006.700561 = -1205425.277917
  nChanged 23
		SP:Iteration 39Q (64273.910000 sec): 3 clusters
  Score: Raw -1208435.386472 + Penalty 3006.700561 = -1205428.685911
  nChanged 17
		SP:Iteration 40F (64274.060000 sec): 3 clusters
  Score: Raw -1208437.571848 + Penalty 3006.700561 = -1205430.871287
  nChanged 16
		SP:Iteration 41Q (64274.250000 sec): 3 clusters
  Score: Raw -1208439.128327 + Penalty 3006.700561 = -1205432.427766
  nChanged 15
		SP:Iteration 42Q (64274.400000 sec): 3 clusters
  Score: Raw -1208440.604123 + Penalty 3006.700561 = -1205433.903562
  nChanged 14
		SP:Iteration 43Q (64274.560000 sec): 3 clusters
  Score: Raw -1208441.698800 + Penalty 3006.700561 = -1205434.998239
  nChanged 8
		SP:Iteration 44Q (64274.720000 sec): 3 clusters
  Score: Raw -1208442.230173 + Penalty 3006.700561 = -1205435.529612
  nChanged 4
		SP:Iteration 45Q (64274.870000 sec): 3 clusters
  Score: Raw -1208442.478061 + Penalty 3006.700561 = -1205435.777500
  nChanged 5
		SP:Iteration 46Q (64275.060000 sec): 3 clusters
  Score: Raw -1208443.078147 + Penalty 3006.700561 = -1205436.377586
  nChanged 10
		SP:Iteration 47Q (64275.200000 sec): 3 clusters
  Score: Raw -1208444.177503 + Penalty 3006.700561 = -1205437.476942
  nChanged 8
		SP:Iteration 48Q (64275.370000 sec): 3 clusters
  Score: Raw -1208444.863405 + Penalty 3006.700561 = -1205438.162844
  nChanged 7
		SP:Iteration 49Q (64275.520000 sec): 3 clusters
  Score: Raw -1208445.559447 + Penalty 3006.700561 = -1205438.858886
  nChanged 7
		SP:Iteration 50Q (64275.680000 sec): 3 clusters
  Score: Raw -1208446.286228 + Penalty 3006.700561 = -1205439.585667
  nChanged 4
		SP:Iteration 51Q (64275.860000 sec): 3 clusters
  Score: Raw -1208446.642550 + Penalty 3006.700561 = -1205439.941989
  nChanged 5
		SP:Iteration 52Q (64276.010000 sec): 3 clusters
  Score: Raw -1208447.045650 + Penalty 3006.700561 = -1205440.345089
  nChanged 7
		SP:Iteration 53Q (64276.180000 sec): 3 clusters
  Score: Raw -1208448.030926 + Penalty 3006.700561 = -1205441.330365
  nChanged 9
		SP:Iteration 54Q (64276.340000 sec): 3 clusters
  Score: Raw -1208448.912573 + Penalty 3006.700561 = -1205442.212012
  nChanged 11
		SP:Iteration 55Q (64276.480000 sec): 3 clusters
  Score: Raw -1208449.959471 + Penalty 3006.700561 = -1205443.258910
  nChanged 12
		SP:Iteration 56Q (64276.660000 sec): 3 clusters
  Score: Raw -1208451.403836 + Penalty 3006.700561 = -1205444.703275
  nChanged 7
		SP:Iteration 57Q (64276.810000 sec): 3 clusters
  Score: Raw -1208452.315684 + Penalty 3006.700561 = -1205445.615123
  nChanged 7
		SP:Iteration 58Q (64276.970000 sec): 3 clusters
  Score: Raw -1208452.932974 + Penalty 3006.700561 = -1205446.232413
  nChanged 7
		SP:Iteration 59Q (64277.160000 sec): 3 clusters
  Score: Raw -1208453.853884 + Penalty 3006.700561 = -1205447.153323
  nChanged 9
		SP:Iteration 60F (64277.300000 sec): 3 clusters
  Score: Raw -1208455.015320 + Penalty 3006.700561 = -1205448.314759
  nChanged 11
		SP:Iteration 61Q (64277.470000 sec): 3 clusters
  Score: Raw -1208456.467709 + Penalty 3006.700561 = -1205449.767148
  nChanged 16
		SP:Iteration 62Q (64277.620000 sec): 3 clusters
  Score: Raw -1208458.890945 + Penalty 3006.700561 = -1205452.190384
  nChanged 19
		SP:Iteration 63Q (64277.780000 sec): 3 clusters
  Score: Raw -1208461.310878 + Penalty 3006.700561 = -1205454.610317
  nChanged 11
		SP:Iteration 64Q (64277.970000 sec): 3 clusters
  Score: Raw -1208462.952070 + Penalty 3006.700561 = -1205456.251509
  nChanged 17
		SP:Iteration 65Q (64278.120000 sec): 3 clusters
  Score: Raw -1208464.682131 + Penalty 3006.700561 = -1205457.981570
  nChanged 17
		SP:Iteration 66Q (64278.280000 sec): 3 clusters
  Score: Raw -1208467.615703 + Penalty 3006.700561 = -1205460.915142
  nChanged 25
		SP:Iteration 67Q (64278.440000 sec): 3 clusters
  Score: Raw -1208472.022753 + Penalty 3006.700561 = -1205465.322192
  nChanged 22
		SP:Iteration 68Q (64278.600000 sec): 3 clusters
  Score: Raw -1208475.481623 + Penalty 3006.700561 = -1205468.781062
  nChanged 28
		SP:Iteration 69Q (64278.790000 sec): 3 clusters
  Score: Raw -1208479.289051 + Penalty 3006.700561 = -1205472.588490
  nChanged 24
		SP:Iteration 70Q (64278.930000 sec): 3 clusters
  Score: Raw -1208481.697575 + Penalty 3006.700561 = -1205474.997014
  nChanged 18
		SP:Iteration 71Q (64279.100000 sec): 3 clusters
  Score: Raw -1208483.947329 + Penalty 3006.700561 = -1205477.246768
  nChanged 13
		SP:Iteration 72Q (64279.250000 sec): 3 clusters
  Score: Raw -1208485.718007 + Penalty 3006.700561 = -1205479.017446
  nChanged 16
		SP:Iteration 73Q (64279.410000 sec): 3 clusters
  Score: Raw -1208487.486122 + Penalty 3006.700561 = -1205480.785561
  nChanged 14
		SP:Iteration 74Q (64279.590000 sec): 3 clusters
  Score: Raw -1208488.802095 + Penalty 3006.700561 = -1205482.101534
  nChanged 9
		SP:Iteration 75Q (64279.740000 sec): 3 clusters
  Score: Raw -1208489.770170 + Penalty 3006.700561 = -1205483.069609
  nChanged 9
		SP:Iteration 76Q (64279.910000 sec): 3 clusters
  Score: Raw -1208490.617080 + Penalty 3006.700561 = -1205483.916519
  nChanged 2
		SP:Iteration 77Q (64280.060000 sec): 3 clusters
  Score: Raw -1208490.879340 + Penalty 3006.700561 = -1205484.178779
  nChanged 4
		SP:Iteration 78Q (64280.210000 sec): 3 clusters
  Score: Raw -1208491.355828 + Penalty 3006.700561 = -1205484.655267
  nChanged 6
		SP:Iteration 79Q (64280.390000 sec): 3 clusters
  Score: Raw -1208491.771194 + Penalty 3006.700561 = -1205485.070633
  nChanged 3
		SP:Iteration 80F (64280.550000 sec): 3 clusters
  Score: Raw -1208492.101148 + Penalty 3006.700561 = -1205485.400587
  nChanged 5
		SP:Iteration 81Q (64280.710000 sec): 3 clusters
  Score: Raw -1208492.504223 + Penalty 3006.700561 = -1205485.803662
  nChanged 3
		SP:Iteration 82Q (64280.870000 sec): 3 clusters
  Score: Raw -1208492.828089 + Penalty 3006.700561 = -1205486.127528
  nChanged 6
		SP:Iteration 83Q (64281.010000 sec): 3 clusters
  Score: Raw -1208493.607556 + Penalty 3006.700561 = -1205486.906995
  nChanged 8
		SP:Iteration 84Q (64281.190000 sec): 3 clusters
  Score: Raw -1208494.390417 + Penalty 3006.700561 = -1205487.689856
  nChanged 9
		SP:Iteration 85Q (64281.340000 sec): 3 clusters
  Score: Raw -1208495.265448 + Penalty 3006.700561 = -1205488.564887
  nChanged 12
		SP:Iteration 86Q (64281.500000 sec): 3 clusters
  Score: Raw -1208496.730097 + Penalty 3006.700561 = -1205490.029536
  nChanged 13
		SP:Iteration 87Q (64281.680000 sec): 3 clusters
  Score: Raw -1208498.289032 + Penalty 3006.700561 = -1205491.588471
  nChanged 7
		SP:Iteration 88Q (64281.830000 sec): 3 clusters
  Score: Raw -1208499.146186 + Penalty 3006.700561 = -1205492.445625
  nChanged 15
		SP:Iteration 89Q (64282.000000 sec): 3 clusters
  Score: Raw -1208501.117861 + Penalty 3006.700561 = -1205494.417300
  nChanged 19
		SP:Iteration 90Q (64282.150000 sec): 3 clusters
  Score: Raw -1208502.896400 + Penalty 3006.700561 = -1205496.195839
  nChanged 13
		SP:Iteration 91Q (64282.310000 sec): 3 clusters
  Score: Raw -1208504.721359 + Penalty 3006.700561 = -1205498.020798
  nChanged 20
		SP:Iteration 92Q (64282.490000 sec): 3 clusters
  Score: Raw -1208507.193462 + Penalty 3006.700561 = -1205500.492901
  nChanged 23
		SP:Iteration 93Q (64282.640000 sec): 3 clusters
  Score: Raw -1208511.262324 + Penalty 3006.700561 = -1205504.561764
  nChanged 23
		SP:Iteration 94Q (64282.800000 sec): 3 clusters
  Score: Raw -1208513.878362 + Penalty 3006.700561 = -1205507.177801
  nChanged 14
		SP:Iteration 95Q (64282.980000 sec): 3 clusters
  Score: Raw -1208515.470773 + Penalty 3006.700561 = -1205508.770212
  nChanged 18
		SP:Iteration 96Q (64283.130000 sec): 3 clusters
  Score: Raw -1208517.772246 + Penalty 3006.700561 = -1205511.071685
  nChanged 19
		SP:Iteration 97Q (64283.290000 sec): 3 clusters
  Score: Raw -1208520.379141 + Penalty 3006.700561 = -1205513.678580
  nChanged 20
		SP:Iteration 98Q (64283.450000 sec): 3 clusters
  Score: Raw -1208522.483819 + Penalty 3006.700561 = -1205515.783258
  nChanged 16
		SP:Iteration 99Q (64283.610000 sec): 3 clusters
  Score: Raw -1208524.266682 + Penalty 3006.700561 = -1205517.566121
  nChanged 13
		SP:Iteration 100F (64283.790000 sec): 3 clusters
  Score: Raw -1208525.511334 + Penalty 3006.700561 = -1205518.810773
  nChanged 7
		SP:Iteration 101Q (64283.930000 sec): 3 clusters
  Score: Raw -1208526.344937 + Penalty 3006.700561 = -1205519.644376
  nChanged 7
		SP:Iteration 102Q (64284.100000 sec): 3 clusters
  Score: Raw -1208527.217893 + Penalty 3006.700561 = -1205520.517332
  nChanged 12
		SP:Iteration 103Q (64284.250000 sec): 3 clusters
  Score: Raw -1208528.045931 + Penalty 3006.700561 = -1205521.345370
  nChanged 6
		SP:Iteration 104Q (64284.410000 sec): 3 clusters
  Score: Raw -1208528.487093 + Penalty 3006.700561 = -1205521.786532
  nChanged 10
		SP:Iteration 105Q (64284.600000 sec): 3 clusters
  Score: Raw -1208529.744295 + Penalty 3006.700561 = -1205523.043734
  nChanged 11
		SP:Iteration 106Q (64284.740000 sec): 3 clusters
  Score: Raw -1208530.504789 + Penalty 3006.700561 = -1205523.804228
  nChanged 5
		SP:Iteration 107Q (64284.910000 sec): 3 clusters
  Score: Raw -1208530.887800 + Penalty 3006.700561 = -1205524.187239
  nChanged 2
		SP:Iteration 108Q (64285.060000 sec): 3 clusters
  Score: Raw -1208531.012777 + Penalty 3006.700561 = -1205524.312216
  nChanged 0
		SP:Iteration 109F (64285.220000 sec): 3 clusters
  Score: Raw -1208531.012777 + Penalty 3006.700561 = -1205524.312216
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 92 (4356 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64285.320000 sec): 2 clusters
  Score: Raw -510369.220149 + Penalty 1361.637791 = -509007.582358
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64285.410000 sec): 3 clusters
  Score: Raw -508149.876468 + Penalty 2723.275582 = -505426.600886
  nChanged 1727
		SP:Iteration 1F (64285.490000 sec): 3 clusters
  Score: Raw -509079.225619 + Penalty 2723.275582 = -506355.950037
  nChanged 335
		SP:Iteration 2F (64285.570000 sec): 3 clusters
  Score: Raw -509288.992183 + Penalty 2723.275582 = -506565.716600
  nChanged 257
		SP:Iteration 3F (64285.650000 sec): 3 clusters
  Score: Raw -509428.332392 + Penalty 2723.275582 = -506705.056810
  nChanged 193
		SP:Iteration 4Q (64285.730000 sec): 3 clusters
  Score: Raw -509532.967666 + Penalty 2723.275582 = -506809.692084
  nChanged 162
		SP:Iteration 5Q (64285.810000 sec): 3 clusters
  Score: Raw -509615.476769 + Penalty 2723.275582 = -506892.201186
  nChanged 129
		SP:Iteration 6Q (64285.890000 sec): 3 clusters
  Score: Raw -509670.346605 + Penalty 2723.275582 = -506947.071022
  nChanged 96
		SP:Iteration 7Q (64285.970000 sec): 3 clusters
  Score: Raw -509710.633521 + Penalty 2723.275582 = -506987.357939
  nChanged 84
		SP:Iteration 8Q (64286.050000 sec): 3 clusters
  Score: Raw -509752.419163 + Penalty 2723.275582 = -507029.143581
  nChanged 88
		SP:Iteration 9Q (64286.130000 sec): 3 clusters
  Score: Raw -509789.485484 + Penalty 2723.275582 = -507066.209901
  nChanged 81
		SP:Iteration 10Q (64286.210000 sec): 3 clusters
  Score: Raw -509818.390540 + Penalty 2723.275582 = -507095.114958
  nChanged 67
		SP:Iteration 11Q (64286.290000 sec): 3 clusters
  Score: Raw -509841.010172 + Penalty 2723.275582 = -507117.734590
  nChanged 56
		SP:Iteration 12Q (64286.370000 sec): 3 clusters
  Score: Raw -509861.589151 + Penalty 2723.275582 = -507138.313568
  nChanged 52
		SP:Iteration 13Q (64286.440000 sec): 3 clusters
  Score: Raw -509878.436492 + Penalty 2723.275582 = -507155.160910
  nChanged 58
		SP:Iteration 14Q (64286.520000 sec): 3 clusters
  Score: Raw -509896.931729 + Penalty 2723.275582 = -507173.656147
  nChanged 55
		SP:Iteration 15Q (64286.600000 sec): 3 clusters
  Score: Raw -509916.946220 + Penalty 2723.275582 = -507193.670638
  nChanged 62
		SP:Iteration 16Q (64286.680000 sec): 3 clusters
  Score: Raw -509937.237285 + Penalty 2723.275582 = -507213.961702
  nChanged 45
		SP:Iteration 17Q (64286.760000 sec): 3 clusters
  Score: Raw -509950.975469 + Penalty 2723.275582 = -507227.699887
  nChanged 36
		SP:Iteration 18Q (64286.840000 sec): 3 clusters
  Score: Raw -509966.410799 + Penalty 2723.275582 = -507243.135217
  nChanged 55
		SP:Iteration 19Q (64286.920000 sec): 3 clusters
  Score: Raw -509981.833121 + Penalty 2723.275582 = -507258.557539
  nChanged 44
		SP:Iteration 20F (64287.000000 sec): 3 clusters
  Score: Raw -509994.161507 + Penalty 2723.275582 = -507270.885925
  nChanged 51
		SP:Iteration 21Q (64287.070000 sec): 3 clusters
  Score: Raw -510009.041240 + Penalty 2723.275582 = -507285.765657
  nChanged 65
		SP:Iteration 22Q (64287.150000 sec): 3 clusters
  Score: Raw -510030.181487 + Penalty 2723.275582 = -507306.905905
  nChanged 68
		SP:Iteration 23Q (64287.230000 sec): 3 clusters
  Score: Raw -510055.291610 + Penalty 2723.275582 = -507332.016027
  nChanged 72
		SP:Iteration 24Q (64287.310000 sec): 3 clusters
  Score: Raw -510086.383820 + Penalty 2723.275582 = -507363.108238
  nChanged 81
		SP:Iteration 25Q (64287.390000 sec): 3 clusters
  Score: Raw -510117.525393 + Penalty 2723.275582 = -507394.249811
  nChanged 74
		SP:Iteration 26Q (64287.460000 sec): 3 clusters
  Score: Raw -510146.457257 + Penalty 2723.275582 = -507423.181675
  nChanged 61
		SP:Iteration 27Q (64287.540000 sec): 3 clusters
  Score: Raw -510173.383747 + Penalty 2723.275582 = -507450.108165
  nChanged 61
		SP:Iteration 28Q (64287.620000 sec): 3 clusters
  Score: Raw -510198.523483 + Penalty 2723.275582 = -507475.247901
  nChanged 61
		SP:Iteration 29Q (64287.700000 sec): 3 clusters
  Score: Raw -510226.337832 + Penalty 2723.275582 = -507503.062250
  nChanged 70
		SP:Iteration 30Q (64287.780000 sec): 3 clusters
  Score: Raw -510257.391942 + Penalty 2723.275582 = -507534.116360
  nChanged 67
		SP:Iteration 31Q (64287.860000 sec): 3 clusters
  Score: Raw -510283.248129 + Penalty 2723.275582 = -507559.972546
  nChanged 48
		SP:Iteration 32Q (64287.940000 sec): 3 clusters
  Score: Raw -510306.719388 + Penalty 2723.275582 = -507583.443805
  nChanged 39
		SP:Iteration 33Q (64288.010000 sec): 3 clusters
  Score: Raw -510324.207574 + Penalty 2723.275582 = -507600.931992
  nChanged 34
		SP:Iteration 34Q (64288.090000 sec): 3 clusters
  Score: Raw -510335.474557 + Penalty 2723.275582 = -507612.198975
  nChanged 26
		SP:Iteration 35Q (64288.170000 sec): 3 clusters
  Score: Raw -510344.497365 + Penalty 2723.275582 = -507621.221782
  nChanged 23
		SP:Iteration 36Q (64288.250000 sec): 3 clusters
  Score: Raw -510351.813717 + Penalty 2723.275582 = -507628.538135
  nChanged 22
		SP:Iteration 37Q (64288.330000 sec): 3 clusters
  Score: Raw -510358.814203 + Penalty 2723.275582 = -507635.538621
  nChanged 23
		SP:Iteration 38Q (64288.400000 sec): 3 clusters
  Score: Raw -510370.636575 + Penalty 2723.275582 = -507647.360993
  nChanged 25
		SP:Iteration 39Q (64288.480000 sec): 3 clusters
  Score: Raw -510383.260940 + Penalty 2723.275582 = -507659.985357
  nChanged 30
		SP:Iteration 40F (64288.560000 sec): 3 clusters
  Score: Raw -510395.431244 + Penalty 2723.275582 = -507672.155662
  nChanged 28
		SP:Iteration 41Q (64288.640000 sec): 3 clusters
  Score: Raw -510405.361694 + Penalty 2723.275582 = -507682.086111
  nChanged 22
		SP:Iteration 42Q (64288.720000 sec): 3 clusters
  Score: Raw -510414.616668 + Penalty 2723.275582 = -507691.341085
  nChanged 20
		SP:Iteration 43Q (64288.800000 sec): 3 clusters
  Score: Raw -510423.622318 + Penalty 2723.275582 = -507700.346735
  nChanged 16
		SP:Iteration 44Q (64288.880000 sec): 3 clusters
  Score: Raw -510429.924924 + Penalty 2723.275582 = -507706.649342
  nChanged 17
		SP:Iteration 45Q (64288.960000 sec): 3 clusters
  Score: Raw -510435.456474 + Penalty 2723.275582 = -507712.180892
  nChanged 18
		SP:Iteration 46Q (64289.030000 sec): 3 clusters
  Score: Raw -510444.858961 + Penalty 2723.275582 = -507721.583379
  nChanged 16
		SP:Iteration 47Q (64289.110000 sec): 3 clusters
  Score: Raw -510454.013770 + Penalty 2723.275582 = -507730.738188
  nChanged 19
		SP:Iteration 48Q (64289.190000 sec): 3 clusters
  Score: Raw -510463.455487 + Penalty 2723.275582 = -507740.179905
  nChanged 21
		SP:Iteration 49Q (64289.270000 sec): 3 clusters
  Score: Raw -510473.328626 + Penalty 2723.275582 = -507750.053043
  nChanged 16
		SP:Iteration 50Q (64289.350000 sec): 3 clusters
  Score: Raw -510480.897393 + Penalty 2723.275582 = -507757.621810
  nChanged 10
		SP:Iteration 51Q (64289.420000 sec): 3 clusters
  Score: Raw -510486.982862 + Penalty 2723.275582 = -507763.707280
  nChanged 18
		SP:Iteration 52Q (64289.500000 sec): 3 clusters
  Score: Raw -510495.143281 + Penalty 2723.275582 = -507771.867699
  nChanged 19
		SP:Iteration 53Q (64289.580000 sec): 3 clusters
  Score: Raw -510504.958117 + Penalty 2723.275582 = -507781.682535
  nChanged 25
		SP:Iteration 54Q (64289.660000 sec): 3 clusters
  Score: Raw -510517.217878 + Penalty 2723.275582 = -507793.942296
  nChanged 20
		SP:Iteration 55Q (64289.740000 sec): 3 clusters
  Score: Raw -510527.991290 + Penalty 2723.275582 = -507804.715708
  nChanged 21
		SP:Iteration 56Q (64289.820000 sec): 3 clusters
  Score: Raw -510537.104449 + Penalty 2723.275582 = -507813.828867
  nChanged 20
		SP:Iteration 57Q (64289.890000 sec): 3 clusters
  Score: Raw -510547.116202 + Penalty 2723.275582 = -507823.840619
  nChanged 21
		SP:Iteration 58Q (64289.970000 sec): 3 clusters
  Score: Raw -510558.315522 + Penalty 2723.275582 = -507835.039940
  nChanged 19
		SP:Iteration 59Q (64290.050000 sec): 3 clusters
  Score: Raw -510568.838341 + Penalty 2723.275582 = -507845.562759
  nChanged 17
		SP:Iteration 60F (64290.130000 sec): 3 clusters
  Score: Raw -510576.753493 + Penalty 2723.275582 = -507853.477911
  nChanged 15
		SP:Iteration 61Q (64290.210000 sec): 3 clusters
  Score: Raw -510581.762793 + Penalty 2723.275582 = -507858.487210
  nChanged 10
		SP:Iteration 62Q (64290.280000 sec): 3 clusters
  Score: Raw -510585.958974 + Penalty 2723.275582 = -507862.683392
  nChanged 6
		SP:Iteration 63Q (64290.360000 sec): 3 clusters
  Score: Raw -510589.110684 + Penalty 2723.275582 = -507865.835102
  nChanged 8
		SP:Iteration 64Q (64290.440000 sec): 3 clusters
  Score: Raw -510592.725280 + Penalty 2723.275582 = -507869.449698
  nChanged 12
		SP:Iteration 65Q (64290.520000 sec): 3 clusters
  Score: Raw -510598.216075 + Penalty 2723.275582 = -507874.940493
  nChanged 10
		SP:Iteration 66Q (64290.590000 sec): 3 clusters
  Score: Raw -510601.655766 + Penalty 2723.275582 = -507878.380183
  nChanged 6
		SP:Iteration 67Q (64290.670000 sec): 3 clusters
  Score: Raw -510605.590924 + Penalty 2723.275582 = -507882.315342
  nChanged 8
		SP:Iteration 68Q (64290.750000 sec): 3 clusters
  Score: Raw -510609.250393 + Penalty 2723.275582 = -507885.974811
  nChanged 10
		SP:Iteration 69Q (64290.820000 sec): 3 clusters
  Score: Raw -510613.444143 + Penalty 2723.275582 = -507890.168560
  nChanged 9
		SP:Iteration 70Q (64290.900000 sec): 3 clusters
  Score: Raw -510616.525127 + Penalty 2723.275582 = -507893.249545
  nChanged 10
		SP:Iteration 71Q (64290.980000 sec): 3 clusters
  Score: Raw -510620.045580 + Penalty 2723.275582 = -507896.769998
  nChanged 4
		SP:Iteration 72Q (64291.060000 sec): 3 clusters
  Score: Raw -510621.114577 + Penalty 2723.275582 = -507897.838994
  nChanged 5
		SP:Iteration 73Q (64291.130000 sec): 3 clusters
  Score: Raw -510622.733772 + Penalty 2723.275582 = -507899.458190
  nChanged 6
		SP:Iteration 74Q (64291.210000 sec): 3 clusters
  Score: Raw -510624.046242 + Penalty 2723.275582 = -507900.770659
  nChanged 6
		SP:Iteration 75Q (64291.290000 sec): 3 clusters
  Score: Raw -510625.653412 + Penalty 2723.275582 = -507902.377830
  nChanged 6
		SP:Iteration 76Q (64291.360000 sec): 3 clusters
  Score: Raw -510627.916585 + Penalty 2723.275582 = -507904.641003
  nChanged 3
		SP:Iteration 77Q (64291.440000 sec): 3 clusters
  Score: Raw -510628.877201 + Penalty 2723.275582 = -507905.601618
  nChanged 5
		SP:Iteration 78Q (64291.520000 sec): 3 clusters
  Score: Raw -510630.372934 + Penalty 2723.275582 = -507907.097352
  nChanged 3
		SP:Iteration 79Q (64291.600000 sec): 3 clusters
  Score: Raw -510631.786441 + Penalty 2723.275582 = -507908.510858
  nChanged 6
		SP:Iteration 80F (64291.680000 sec): 3 clusters
  Score: Raw -510635.223293 + Penalty 2723.275582 = -507911.947710
  nChanged 9
		SP:Iteration 81Q (64291.750000 sec): 3 clusters
  Score: Raw -510638.315557 + Penalty 2723.275582 = -507915.039975
  nChanged 4
		SP:Iteration 82Q (64291.830000 sec): 3 clusters
  Score: Raw -510640.198522 + Penalty 2723.275582 = -507916.922940
  nChanged 3
		SP:Iteration 83Q (64291.900000 sec): 3 clusters
  Score: Raw -510640.971006 + Penalty 2723.275582 = -507917.695424
  nChanged 4
		SP:Iteration 84Q (64291.980000 sec): 3 clusters
  Score: Raw -510642.099089 + Penalty 2723.275582 = -507918.823507
  nChanged 2
		SP:Iteration 85Q (64292.060000 sec): 3 clusters
  Score: Raw -510642.586811 + Penalty 2723.275582 = -507919.311229
  nChanged 2
		SP:Iteration 86Q (64292.140000 sec): 3 clusters
  Score: Raw -510642.949342 + Penalty 2723.275582 = -507919.673759
  nChanged 2
		SP:Iteration 87Q (64292.210000 sec): 3 clusters
  Score: Raw -510643.409121 + Penalty 2723.275582 = -507920.133538
  nChanged 3
		SP:Iteration 88Q (64292.290000 sec): 3 clusters
  Score: Raw -510644.003596 + Penalty 2723.275582 = -507920.728013
  nChanged 4
		SP:Iteration 89Q (64292.370000 sec): 3 clusters
  Score: Raw -510645.871545 + Penalty 2723.275582 = -507922.595962
  nChanged 8
		SP:Iteration 90Q (64292.440000 sec): 3 clusters
  Score: Raw -510649.321264 + Penalty 2723.275582 = -507926.045682
  nChanged 5
		SP:Iteration 91Q (64292.520000 sec): 3 clusters
  Score: Raw -510650.596977 + Penalty 2723.275582 = -507927.321394
  nChanged 5
		SP:Iteration 92Q (64292.600000 sec): 3 clusters
  Score: Raw -510651.912483 + Penalty 2723.275582 = -507928.636901
  nChanged 6
		SP:Iteration 93Q (64292.670000 sec): 3 clusters
  Score: Raw -510654.001155 + Penalty 2723.275582 = -507930.725572
  nChanged 4
		SP:Iteration 94Q (64292.750000 sec): 3 clusters
  Score: Raw -510655.171725 + Penalty 2723.275582 = -507931.896142
  nChanged 4
		SP:Iteration 95Q (64292.830000 sec): 3 clusters
  Score: Raw -510656.387595 + Penalty 2723.275582 = -507933.112013
  nChanged 3
		SP:Iteration 96Q (64292.900000 sec): 3 clusters
  Score: Raw -510657.612206 + Penalty 2723.275582 = -507934.336624
  nChanged 4
		SP:Iteration 97Q (64292.980000 sec): 3 clusters
  Score: Raw -510659.618049 + Penalty 2723.275582 = -507936.342467
  nChanged 3
		SP:Iteration 98Q (64293.060000 sec): 3 clusters
  Score: Raw -510660.341100 + Penalty 2723.275582 = -507937.065517
  nChanged 1
		SP:Iteration 99Q (64293.130000 sec): 3 clusters
  Score: Raw -510661.014327 + Penalty 2723.275582 = -507937.738744
  nChanged 2
		SP:Iteration 100F (64293.210000 sec): 3 clusters
  Score: Raw -510661.647643 + Penalty 2723.275582 = -507938.372061
  nChanged 2
		SP:Iteration 101Q (64293.290000 sec): 3 clusters
  Score: Raw -510661.990429 + Penalty 2723.275582 = -507938.714847
  nChanged 0
		SP:Iteration 102F (64293.370000 sec): 3 clusters
  Score: Raw -510661.990429 + Penalty 2723.275582 = -507938.714847
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 93 (6026 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64293.450000 sec): 2 clusters
  Score: Raw -717527.637122 + Penalty 1414.373792 = -716113.263330
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64293.570000 sec): 3 clusters
  Score: Raw -714358.316756 + Penalty 2828.747584 = -711529.569172
  nChanged 2454
		SP:Iteration 1F (64293.660000 sec): 3 clusters
  Score: Raw -715849.797819 + Penalty 2828.747584 = -713021.050235
  nChanged 442
		SP:Iteration 2F (64293.760000 sec): 3 clusters
  Score: Raw -716103.008835 + Penalty 2828.747584 = -713274.261251
  nChanged 333
		SP:Iteration 3F (64293.860000 sec): 3 clusters
  Score: Raw -716288.872136 + Penalty 2828.747584 = -713460.124552
  nChanged 271
		SP:Iteration 4Q (64293.960000 sec): 3 clusters
  Score: Raw -716433.624941 + Penalty 2828.747584 = -713604.877357
  nChanged 241
		SP:Iteration 5Q (64294.060000 sec): 3 clusters
  Score: Raw -716549.585064 + Penalty 2828.747584 = -713720.837480
  nChanged 210
		SP:Iteration 6Q (64294.160000 sec): 3 clusters
  Score: Raw -716651.398386 + Penalty 2828.747584 = -713822.650802
  nChanged 161
		SP:Iteration 7Q (64294.260000 sec): 3 clusters
  Score: Raw -716721.160306 + Penalty 2828.747584 = -713892.412722
  nChanged 159
		SP:Iteration 8Q (64294.360000 sec): 3 clusters
  Score: Raw -716800.291013 + Penalty 2828.747584 = -713971.543429
  nChanged 149
		SP:Iteration 9Q (64294.460000 sec): 3 clusters
  Score: Raw -716873.386772 + Penalty 2828.747584 = -714044.639188
  nChanged 155
		SP:Iteration 10Q (64294.550000 sec): 3 clusters
  Score: Raw -716952.083137 + Penalty 2828.747584 = -714123.335553
  nChanged 149
		SP:Iteration 11Q (64294.650000 sec): 3 clusters
  Score: Raw -717019.710580 + Penalty 2828.747584 = -714190.962996
  nChanged 129
		SP:Iteration 12Q (64294.750000 sec): 3 clusters
  Score: Raw -717085.285053 + Penalty 2828.747584 = -714256.537469
  nChanged 144
		SP:Iteration 13Q (64294.850000 sec): 3 clusters
  Score: Raw -717166.399813 + Penalty 2828.747584 = -714337.652229
  nChanged 157
		SP:Iteration 14Q (64294.940000 sec): 3 clusters
  Score: Raw -717252.090563 + Penalty 2828.747584 = -714423.342979
  nChanged 152
		SP:Iteration 15Q (64295.040000 sec): 3 clusters
  Score: Raw -717330.707892 + Penalty 2828.747584 = -714501.960308
  nChanged 129
		SP:Iteration 16Q (64295.140000 sec): 3 clusters
  Score: Raw -717389.844576 + Penalty 2828.747584 = -714561.096992
  nChanged 110
		SP:Iteration 17Q (64295.240000 sec): 3 clusters
  Score: Raw -717435.905554 + Penalty 2828.747584 = -714607.157970
  nChanged 101
		SP:Iteration 18Q (64295.330000 sec): 3 clusters
  Score: Raw -717480.937924 + Penalty 2828.747584 = -714652.190340
  nChanged 95
		SP:Iteration 19Q (64295.430000 sec): 3 clusters
  Score: Raw -717523.469837 + Penalty 2828.747584 = -714694.722253
  nChanged 99
		SP:Iteration 20F (64295.530000 sec): 3 clusters
  Score: Raw -717574.843047 + Penalty 2828.747584 = -714746.095463
  nChanged 95
		SP:Iteration 21Q (64295.630000 sec): 3 clusters
  Score: Raw -717626.554193 + Penalty 2828.747584 = -714797.806609
  nChanged 100
		SP:Iteration 22Q (64295.720000 sec): 3 clusters
  Score: Raw -717687.447019 + Penalty 2828.747584 = -714858.699435
  nChanged 110
		SP:Iteration 23Q (64295.820000 sec): 3 clusters
  Score: Raw -717753.695076 + Penalty 2828.747584 = -714924.947492
  nChanged 100
		SP:Iteration 24Q (64295.920000 sec): 3 clusters
  Score: Raw -717823.844824 + Penalty 2828.747584 = -714995.097240
  nChanged 120
		SP:Iteration 25Q (64296.010000 sec): 3 clusters
  Score: Raw -717925.406406 + Penalty 2828.747584 = -715096.658822
  nChanged 114
		SP:Iteration 26Q (64296.100000 sec): 3 clusters
  Score: Raw -718006.421410 + Penalty 2828.747584 = -715177.673826
  nChanged 106
		SP:Iteration 27Q (64296.200000 sec): 3 clusters
  Score: Raw -718084.848765 + Penalty 2828.747584 = -715256.101181
  nChanged 114
		SP:Iteration 28Q (64296.290000 sec): 3 clusters
  Score: Raw -718161.464265 + Penalty 2828.747584 = -715332.716681
  nChanged 85
		SP:Iteration 29Q (64296.390000 sec): 3 clusters
  Score: Raw -718214.136325 + Penalty 2828.747584 = -715385.388741
  nChanged 60
		SP:Iteration 30Q (64296.480000 sec): 3 clusters
  Score: Raw -718238.216630 + Penalty 2828.747584 = -715409.469046
  nChanged 37
		SP:Iteration 31Q (64296.580000 sec): 3 clusters
  Score: Raw -718253.147081 + Penalty 2828.747584 = -715424.399498
  nChanged 31
		SP:Iteration 32Q (64296.670000 sec): 3 clusters
  Score: Raw -718264.763182 + Penalty 2828.747584 = -715436.015598
  nChanged 24
		SP:Iteration 33Q (64296.770000 sec): 3 clusters
  Score: Raw -718273.093107 + Penalty 2828.747584 = -715444.345523
  nChanged 12
		SP:Iteration 34Q (64296.860000 sec): 3 clusters
  Score: Raw -718276.403942 + Penalty 2828.747584 = -715447.656358
  nChanged 10
		SP:Iteration 35Q (64296.960000 sec): 3 clusters
  Score: Raw -718278.383383 + Penalty 2828.747584 = -715449.635799
  nChanged 8
		SP:Iteration 36Q (64297.060000 sec): 3 clusters
  Score: Raw -718279.567921 + Penalty 2828.747584 = -715450.820337
  nChanged 3
		SP:Iteration 37Q (64297.150000 sec): 3 clusters
  Score: Raw -718280.201249 + Penalty 2828.747584 = -715451.453666
  nChanged 3
		SP:Iteration 38Q (64297.240000 sec): 3 clusters
  Score: Raw -718280.871686 + Penalty 2828.747584 = -715452.124102
  nChanged 3
		SP:Iteration 39Q (64297.340000 sec): 3 clusters
  Score: Raw -718281.338007 + Penalty 2828.747584 = -715452.590423
  nChanged 2
		SP:Iteration 40F (64297.440000 sec): 3 clusters
  Score: Raw -718282.356324 + Penalty 2828.747584 = -715453.608740
  nChanged 2
		SP:Iteration 41Q (64297.530000 sec): 3 clusters
  Score: Raw -718283.164768 + Penalty 2828.747584 = -715454.417184
  nChanged 3
		SP:Iteration 42Q (64297.620000 sec): 3 clusters
  Score: Raw -718284.160678 + Penalty 2828.747584 = -715455.413094
  nChanged 7
		SP:Iteration 43Q (64297.720000 sec): 3 clusters
  Score: Raw -718285.293233 + Penalty 2828.747584 = -715456.545649
  nChanged 3
		SP:Iteration 44Q (64297.820000 sec): 3 clusters
  Score: Raw -718285.706582 + Penalty 2828.747584 = -715456.958998
  nChanged 2
		SP:Iteration 45Q (64297.910000 sec): 3 clusters
  Score: Raw -718286.011479 + Penalty 2828.747584 = -715457.263895
  nChanged 2
		SP:Iteration 46Q (64298.010000 sec): 3 clusters
  Score: Raw -718286.302136 + Penalty 2828.747584 = -715457.554552
  nChanged 0
		SP:Iteration 47F (64298.100000 sec): 3 clusters
  Score: Raw -718286.302136 + Penalty 2828.747584 = -715457.554552
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 94 (3203 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64298.170000 sec): 2 clusters
  Score: Raw -358012.565498 + Penalty 1311.674512 = -356700.890986
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64298.240000 sec): 3 clusters
  Score: Raw -356471.683509 + Penalty 2623.349024 = -353848.334486
  nChanged 1248
		SP:Iteration 1F (64298.290000 sec): 3 clusters
  Score: Raw -357296.093582 + Penalty 2623.349024 = -354672.744559
  nChanged 281
		SP:Iteration 2F (64298.350000 sec): 3 clusters
  Score: Raw -357498.216689 + Penalty 2623.349024 = -354874.867665
  nChanged 177
		SP:Iteration 3F (64298.410000 sec): 3 clusters
  Score: Raw -357620.265551 + Penalty 2623.349024 = -354996.916528
  nChanged 143
		SP:Iteration 4Q (64298.470000 sec): 3 clusters
  Score: Raw -357708.867940 + Penalty 2623.349024 = -355085.518916
  nChanged 109
		SP:Iteration 5Q (64298.530000 sec): 3 clusters
  Score: Raw -357780.481382 + Penalty 2623.349024 = -355157.132359
  nChanged 106
		SP:Iteration 6Q (64298.580000 sec): 3 clusters
  Score: Raw -357845.600988 + Penalty 2623.349024 = -355222.251964
  nChanged 90
		SP:Iteration 7Q (64298.640000 sec): 3 clusters
  Score: Raw -357895.755376 + Penalty 2623.349024 = -355272.406353
  nChanged 63
		SP:Iteration 8Q (64298.700000 sec): 3 clusters
  Score: Raw -357928.482241 + Penalty 2623.349024 = -355305.133218
  nChanged 55
		SP:Iteration 9Q (64298.760000 sec): 3 clusters
  Score: Raw -357966.470391 + Penalty 2623.349024 = -355343.121367
  nChanged 67
		SP:Iteration 10Q (64298.820000 sec): 3 clusters
  Score: Raw -358015.403525 + Penalty 2623.349024 = -355392.054501
  nChanged 77
		SP:Iteration 11Q (64298.870000 sec): 3 clusters
  Score: Raw -358067.841290 + Penalty 2623.349024 = -355444.492266
  nChanged 77
		SP:Iteration 12Q (64298.930000 sec): 3 clusters
  Score: Raw -358123.033626 + Penalty 2623.349024 = -355499.684602
  nChanged 76
		SP:Iteration 13Q (64298.990000 sec): 3 clusters
  Score: Raw -358171.353353 + Penalty 2623.349024 = -355548.004330
  nChanged 76
		SP:Iteration 14Q (64299.050000 sec): 3 clusters
  Score: Raw -358222.618284 + Penalty 2623.349024 = -355599.269260
  nChanged 64
		SP:Iteration 15Q (64299.100000 sec): 3 clusters
  Score: Raw -358269.303895 + Penalty 2623.349024 = -355645.954871
  nChanged 64
		SP:Iteration 16Q (64299.160000 sec): 3 clusters
  Score: Raw -358312.061030 + Penalty 2623.349024 = -355688.712007
  nChanged 53
		SP:Iteration 17Q (64299.220000 sec): 3 clusters
  Score: Raw -358345.923857 + Penalty 2623.349024 = -355722.574834
  nChanged 47
		SP:Iteration 18Q (64299.270000 sec): 3 clusters
  Score: Raw -358371.269004 + Penalty 2623.349024 = -355747.919980
  nChanged 34
		SP:Iteration 19Q (64299.330000 sec): 3 clusters
  Score: Raw -358386.738866 + Penalty 2623.349024 = -355763.389842
  nChanged 22
		SP:Iteration 20F (64299.390000 sec): 3 clusters
  Score: Raw -358398.005952 + Penalty 2623.349024 = -355774.656928
  nChanged 19
		SP:Iteration 21Q (64299.440000 sec): 3 clusters
  Score: Raw -358405.642700 + Penalty 2623.349024 = -355782.293677
  nChanged 15
		SP:Iteration 22Q (64299.500000 sec): 3 clusters
  Score: Raw -358411.699433 + Penalty 2623.349024 = -355788.350409
  nChanged 17
		SP:Iteration 23Q (64299.560000 sec): 3 clusters
  Score: Raw -358418.571472 + Penalty 2623.349024 = -355795.222448
  nChanged 18
		SP:Iteration 24Q (64299.620000 sec): 3 clusters
  Score: Raw -358426.319543 + Penalty 2623.349024 = -355802.970520
  nChanged 22
		SP:Iteration 25Q (64299.670000 sec): 3 clusters
  Score: Raw -358439.964176 + Penalty 2623.349024 = -355816.615153
  nChanged 27
		SP:Iteration 26Q (64299.730000 sec): 3 clusters
  Score: Raw -358451.459457 + Penalty 2623.349024 = -355828.110434
  nChanged 24
		SP:Iteration 27Q (64299.790000 sec): 3 clusters
  Score: Raw -358463.444237 + Penalty 2623.349024 = -355840.095213
  nChanged 19
		SP:Iteration 28Q (64299.840000 sec): 3 clusters
  Score: Raw -358469.233006 + Penalty 2623.349024 = -355845.883982
  nChanged 15
		SP:Iteration 29Q (64299.900000 sec): 3 clusters
  Score: Raw -358476.115760 + Penalty 2623.349024 = -355852.766737
  nChanged 16
		SP:Iteration 30Q (64299.960000 sec): 3 clusters
  Score: Raw -358482.664113 + Penalty 2623.349024 = -355859.315089
  nChanged 17
		SP:Iteration 31Q (64300.010000 sec): 3 clusters
  Score: Raw -358493.927336 + Penalty 2623.349024 = -355870.578313
  nChanged 15
		SP:Iteration 32Q (64300.070000 sec): 3 clusters
  Score: Raw -358499.826943 + Penalty 2623.349024 = -355876.477920
  nChanged 15
		SP:Iteration 33Q (64300.120000 sec): 3 clusters
  Score: Raw -358505.665423 + Penalty 2623.349024 = -355882.316399
  nChanged 18
		SP:Iteration 34Q (64300.180000 sec): 3 clusters
  Score: Raw -358512.958883 + Penalty 2623.349024 = -355889.609860
  nChanged 14
		SP:Iteration 35Q (64300.240000 sec): 3 clusters
  Score: Raw -358520.389603 + Penalty 2623.349024 = -355897.040579
  nChanged 16
		SP:Iteration 36Q (64300.290000 sec): 3 clusters
  Score: Raw -358525.480917 + Penalty 2623.349024 = -355902.131893
  nChanged 11
		SP:Iteration 37Q (64300.350000 sec): 3 clusters
  Score: Raw -358531.226816 + Penalty 2623.349024 = -355907.877793
  nChanged 19
		SP:Iteration 38Q (64300.400000 sec): 3 clusters
  Score: Raw -358543.419761 + Penalty 2623.349024 = -355920.070738
  nChanged 25
		SP:Iteration 39Q (64300.460000 sec): 3 clusters
  Score: Raw -358558.143660 + Penalty 2623.349024 = -355934.794636
  nChanged 21
		SP:Iteration 40F (64300.520000 sec): 3 clusters
  Score: Raw -358569.788581 + Penalty 2623.349024 = -355946.439557
  nChanged 17
		SP:Iteration 41Q (64300.580000 sec): 3 clusters
  Score: Raw -358578.492220 + Penalty 2623.349024 = -355955.143196
  nChanged 15
		SP:Iteration 42Q (64300.630000 sec): 3 clusters
  Score: Raw -358586.793251 + Penalty 2623.349024 = -355963.444227
  nChanged 13
		SP:Iteration 43Q (64300.690000 sec): 3 clusters
  Score: Raw -358592.542777 + Penalty 2623.349024 = -355969.193753
  nChanged 9
		SP:Iteration 44Q (64300.740000 sec): 3 clusters
  Score: Raw -358596.996658 + Penalty 2623.349024 = -355973.647634
  nChanged 10
		SP:Iteration 45Q (64300.800000 sec): 3 clusters
  Score: Raw -358606.692021 + Penalty 2623.349024 = -355983.342997
  nChanged 14
		SP:Iteration 46Q (64300.860000 sec): 3 clusters
  Score: Raw -358613.385742 + Penalty 2623.349024 = -355990.036719
  nChanged 16
		SP:Iteration 47Q (64300.910000 sec): 3 clusters
  Score: Raw -358626.188276 + Penalty 2623.349024 = -356002.839253
  nChanged 16
		SP:Iteration 48Q (64300.970000 sec): 3 clusters
  Score: Raw -358640.031200 + Penalty 2623.349024 = -356016.682176
  nChanged 23
		SP:Iteration 49Q (64301.020000 sec): 3 clusters
  Score: Raw -358650.695977 + Penalty 2623.349024 = -356027.346953
  nChanged 12
		SP:Iteration 50Q (64301.080000 sec): 3 clusters
  Score: Raw -358657.132116 + Penalty 2623.349024 = -356033.783092
  nChanged 12
		SP:Iteration 51Q (64301.140000 sec): 3 clusters
  Score: Raw -358662.253299 + Penalty 2623.349024 = -356038.904275
  nChanged 9
		SP:Iteration 52Q (64301.190000 sec): 3 clusters
  Score: Raw -358665.138100 + Penalty 2623.349024 = -356041.789076
  nChanged 7
		SP:Iteration 53Q (64301.240000 sec): 3 clusters
  Score: Raw -358667.202479 + Penalty 2623.349024 = -356043.853455
  nChanged 3
		SP:Iteration 54Q (64301.300000 sec): 3 clusters
  Score: Raw -358668.310788 + Penalty 2623.349024 = -356044.961764
  nChanged 5
		SP:Iteration 55Q (64301.360000 sec): 3 clusters
  Score: Raw -358670.123617 + Penalty 2623.349024 = -356046.774594
  nChanged 4
		SP:Iteration 56Q (64301.410000 sec): 3 clusters
  Score: Raw -358671.591491 + Penalty 2623.349024 = -356048.242467
  nChanged 5
		SP:Iteration 57Q (64301.470000 sec): 3 clusters
  Score: Raw -358674.073211 + Penalty 2623.349024 = -356050.724187
  nChanged 11
		SP:Iteration 58Q (64301.520000 sec): 3 clusters
  Score: Raw -358680.814694 + Penalty 2623.349024 = -356057.465671
  nChanged 17
		SP:Iteration 59Q (64301.580000 sec): 3 clusters
  Score: Raw -358692.461130 + Penalty 2623.349024 = -356069.112107
  nChanged 17
		SP:Iteration 60F (64301.640000 sec): 3 clusters
  Score: Raw -358704.752776 + Penalty 2623.349024 = -356081.403752
  nChanged 18
		SP:Iteration 61Q (64301.690000 sec): 3 clusters
  Score: Raw -358721.226629 + Penalty 2623.349024 = -356097.877605
  nChanged 19
		SP:Iteration 62Q (64301.750000 sec): 3 clusters
  Score: Raw -358740.407569 + Penalty 2623.349024 = -356117.058546
  nChanged 25
		SP:Iteration 63Q (64301.800000 sec): 3 clusters
  Score: Raw -358762.086443 + Penalty 2623.349024 = -356138.737419
  nChanged 22
		SP:Iteration 64Q (64301.860000 sec): 3 clusters
  Score: Raw -358779.469397 + Penalty 2623.349024 = -356156.120373
  nChanged 16
		SP:Iteration 65Q (64301.920000 sec): 3 clusters
  Score: Raw -358790.316647 + Penalty 2623.349024 = -356166.967624
  nChanged 15
		SP:Iteration 66Q (64301.970000 sec): 3 clusters
  Score: Raw -358805.563368 + Penalty 2623.349024 = -356182.214345
  nChanged 22
		SP:Iteration 67Q (64302.020000 sec): 3 clusters
  Score: Raw -358820.343223 + Penalty 2623.349024 = -356196.994199
  nChanged 16
		SP:Iteration 68Q (64302.080000 sec): 3 clusters
  Score: Raw -358831.509179 + Penalty 2623.349024 = -356208.160155
  nChanged 12
		SP:Iteration 69Q (64302.140000 sec): 3 clusters
  Score: Raw -358837.510443 + Penalty 2623.349024 = -356214.161419
  nChanged 19
		SP:Iteration 70Q (64302.190000 sec): 3 clusters
  Score: Raw -358844.165001 + Penalty 2623.349024 = -356220.815978
  nChanged 13
		SP:Iteration 71Q (64302.250000 sec): 3 clusters
  Score: Raw -358850.048530 + Penalty 2623.349024 = -356226.699506
  nChanged 7
		SP:Iteration 72Q (64302.300000 sec): 3 clusters
  Score: Raw -358854.151249 + Penalty 2623.349024 = -356230.802225
  nChanged 10
		SP:Iteration 73Q (64302.360000 sec): 3 clusters
  Score: Raw -358858.224094 + Penalty 2623.349024 = -356234.875071
  nChanged 9
		SP:Iteration 74Q (64302.410000 sec): 3 clusters
  Score: Raw -358861.706003 + Penalty 2623.349024 = -356238.356979
  nChanged 5
		SP:Iteration 75Q (64302.470000 sec): 3 clusters
  Score: Raw -358862.673796 + Penalty 2623.349024 = -356239.324773
  nChanged 4
		SP:Iteration 76Q (64302.520000 sec): 3 clusters
  Score: Raw -358864.081956 + Penalty 2623.349024 = -356240.732933
  nChanged 2
		SP:Iteration 77Q (64302.580000 sec): 3 clusters
  Score: Raw -358865.010525 + Penalty 2623.349024 = -356241.661501
  nChanged 4
		SP:Iteration 78Q (64302.630000 sec): 3 clusters
  Score: Raw -358866.795064 + Penalty 2623.349024 = -356243.446041
  nChanged 4
		SP:Iteration 79Q (64302.690000 sec): 3 clusters
  Score: Raw -358868.136490 + Penalty 2623.349024 = -356244.787466
  nChanged 1
		SP:Iteration 80F (64302.740000 sec): 3 clusters
  Score: Raw -358868.597864 + Penalty 2623.349024 = -356245.248840
  nChanged 2
		SP:Iteration 81Q (64302.800000 sec): 3 clusters
  Score: Raw -358869.787880 + Penalty 2623.349024 = -356246.438856
  nChanged 3
		SP:Iteration 82Q (64302.850000 sec): 3 clusters
  Score: Raw -358871.038086 + Penalty 2623.349024 = -356247.689062
  nChanged 3
		SP:Iteration 83Q (64302.910000 sec): 3 clusters
  Score: Raw -358872.209006 + Penalty 2623.349024 = -356248.859982
  nChanged 1
		SP:Iteration 84Q (64302.960000 sec): 3 clusters
  Score: Raw -358872.404112 + Penalty 2623.349024 = -356249.055089
  nChanged 1
		SP:Iteration 85Q (64303.020000 sec): 3 clusters
  Score: Raw -358872.804481 + Penalty 2623.349024 = -356249.455457
  nChanged 1
		SP:Iteration 86Q (64303.070000 sec): 3 clusters
  Score: Raw -358873.097310 + Penalty 2623.349024 = -356249.748287
  nChanged 0
		SP:Iteration 87F (64303.130000 sec): 3 clusters
  Score: Raw -358873.097310 + Penalty 2623.349024 = -356249.748287
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 95 (1596 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64303.200000 sec): 2 clusters
  Score: Raw -181541.582904 + Penalty 1198.479064 = -180343.103840
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64303.220000 sec): 3 clusters
  Score: Raw -180928.817625 + Penalty 2396.958128 = -178531.859497
  nChanged 548
		SP:Iteration 1F (64303.260000 sec): 3 clusters
  Score: Raw -181522.471724 + Penalty 2396.958128 = -179125.513596
  nChanged 184
		SP:Iteration 2F (64303.280000 sec): 3 clusters
  Score: Raw -181841.245311 + Penalty 2396.958128 = -179444.287183
  nChanged 126
		SP:Iteration 3F (64303.320000 sec): 3 clusters
  Score: Raw -182013.177479 + Penalty 2396.958128 = -179616.219351
  nChanged 88
		SP:Iteration 4F (64303.340000 sec): 3 clusters
  Score: Raw -182110.878899 + Penalty 2396.958128 = -179713.920771
  nChanged 60
		SP:Iteration 5Q (64303.370000 sec): 3 clusters
  Score: Raw -182173.645622 + Penalty 2396.958128 = -179776.687494
  nChanged 45
		SP:Iteration 6Q (64303.400000 sec): 3 clusters
  Score: Raw -182215.619931 + Penalty 2396.958128 = -179818.661804
  nChanged 24
		SP:Iteration 7Q (64303.430000 sec): 3 clusters
  Score: Raw -182235.586865 + Penalty 2396.958128 = -179838.628737
  nChanged 9
		SP:Iteration 8Q (64303.460000 sec): 3 clusters
  Score: Raw -182244.239811 + Penalty 2396.958128 = -179847.281683
  nChanged 9
		SP:Iteration 9Q (64303.490000 sec): 3 clusters
  Score: Raw -182253.351031 + Penalty 2396.958128 = -179856.392903
  nChanged 7
		SP:Iteration 10Q (64303.520000 sec): 3 clusters
  Score: Raw -182258.315278 + Penalty 2396.958128 = -179861.357150
  nChanged 3
		SP:Iteration 11Q (64303.550000 sec): 3 clusters
  Score: Raw -182259.919744 + Penalty 2396.958128 = -179862.961616
  nChanged 2
		SP:Iteration 12Q (64303.580000 sec): 3 clusters
  Score: Raw -182261.322107 + Penalty 2396.958128 = -179864.363979
  nChanged 1
		SP:Iteration 13Q (64303.610000 sec): 3 clusters
  Score: Raw -182261.777223 + Penalty 2396.958128 = -179864.819095
  nChanged 1
		SP:Iteration 14Q (64303.640000 sec): 3 clusters
  Score: Raw -182262.439942 + Penalty 2396.958128 = -179865.481815
  nChanged 2
		SP:Iteration 15Q (64303.660000 sec): 3 clusters
  Score: Raw -182263.808117 + Penalty 2396.958128 = -179866.849989
  nChanged 0
		SP:Iteration 16F (64303.700000 sec): 3 clusters
  Score: Raw -182263.808117 + Penalty 2396.958128 = -179866.849989
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 96 (323 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64303.730000 sec): 2 clusters
  Score: Raw -36976.582172 + Penalty 938.868503 = -36037.713669
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64303.740000 sec): 3 clusters
  Score: Raw -37029.210470 + Penalty 1877.737005 = -35151.473465
  nChanged 58
		SP:Iteration 1F (64303.750000 sec): 3 clusters
  Score: Raw -37131.255413 + Penalty 1877.737005 = -35253.518408
  nChanged 20
		SP:Iteration 2F (64303.760000 sec): 3 clusters
  Score: Raw -37183.504954 + Penalty 1877.737005 = -35305.767949
  nChanged 6
		SP:Iteration 3Q (64303.760000 sec): 3 clusters
  Score: Raw -37203.180571 + Penalty 1877.737005 = -35325.443566
  nChanged 2
		SP:Iteration 4Q (64303.770000 sec): 3 clusters
  Score: Raw -37207.935306 + Penalty 1877.737005 = -35330.198301
  nChanged 0
		SP:Iteration 5F (64303.780000 sec): 3 clusters
  Score: Raw -37207.935306 + Penalty 1877.737005 = -35330.198301
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 97 (3566 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64303.850000 sec): 2 clusters
  Score: Raw -410895.016676 + Penalty 1329.119967 = -409565.896709
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64303.920000 sec): 3 clusters
  Score: Raw -409186.128018 + Penalty 2658.239934 = -406527.888084
  nChanged 1408
		SP:Iteration 1F (64304.000000 sec): 3 clusters
  Score: Raw -410201.243612 + Penalty 2658.239934 = -407543.003678
  nChanged 320
		SP:Iteration 2F (64304.060000 sec): 3 clusters
  Score: Raw -410461.426270 + Penalty 2658.239934 = -407803.186335
  nChanged 212
		SP:Iteration 3F (64304.130000 sec): 3 clusters
  Score: Raw -410627.290656 + Penalty 2658.239934 = -407969.050721
  nChanged 183
		SP:Iteration 4F (64304.200000 sec): 3 clusters
  Score: Raw -410783.007141 + Penalty 2658.239934 = -408124.767207
  nChanged 155
		SP:Iteration 5Q (64304.270000 sec): 3 clusters
  Score: Raw -410940.314173 + Penalty 2658.239934 = -408282.074238
  nChanged 136
		SP:Iteration 6Q (64304.340000 sec): 3 clusters
  Score: Raw -411067.636742 + Penalty 2658.239934 = -408409.396808
  nChanged 142
		SP:Iteration 7Q (64304.400000 sec): 3 clusters
  Score: Raw -411215.407327 + Penalty 2658.239934 = -408557.167393
  nChanged 132
		SP:Iteration 8Q (64304.470000 sec): 3 clusters
  Score: Raw -411342.859076 + Penalty 2658.239934 = -408684.619141
  nChanged 138
		SP:Iteration 9Q (64304.540000 sec): 3 clusters
  Score: Raw -411448.541532 + Penalty 2658.239934 = -408790.301597
  nChanged 106
		SP:Iteration 10Q (64304.600000 sec): 3 clusters
  Score: Raw -411530.381633 + Penalty 2658.239934 = -408872.141698
  nChanged 89
		SP:Iteration 11Q (64304.670000 sec): 3 clusters
  Score: Raw -411617.731914 + Penalty 2658.239934 = -408959.491979
  nChanged 89
		SP:Iteration 12Q (64304.730000 sec): 3 clusters
  Score: Raw -411712.378621 + Penalty 2658.239934 = -409054.138686
  nChanged 65
		SP:Iteration 13Q (64304.800000 sec): 3 clusters
  Score: Raw -411788.339212 + Penalty 2658.239934 = -409130.099277
  nChanged 73
		SP:Iteration 14Q (64304.860000 sec): 3 clusters
  Score: Raw -411856.572898 + Penalty 2658.239934 = -409198.332964
  nChanged 59
		SP:Iteration 15Q (64304.930000 sec): 3 clusters
  Score: Raw -411901.785576 + Penalty 2658.239934 = -409243.545642
  nChanged 56
		SP:Iteration 16Q (64304.990000 sec): 3 clusters
  Score: Raw -411956.806638 + Penalty 2658.239934 = -409298.566703
  nChanged 50
		SP:Iteration 17Q (64305.060000 sec): 3 clusters
  Score: Raw -411994.104773 + Penalty 2658.239934 = -409335.864839
  nChanged 49
		SP:Iteration 18Q (64305.130000 sec): 3 clusters
  Score: Raw -412029.865621 + Penalty 2658.239934 = -409371.625686
  nChanged 46
		SP:Iteration 19Q (64305.190000 sec): 3 clusters
  Score: Raw -412063.208342 + Penalty 2658.239934 = -409404.968407
  nChanged 37
		SP:Iteration 20F (64305.260000 sec): 3 clusters
  Score: Raw -412083.090535 + Penalty 2658.239934 = -409424.850600
  nChanged 30
		SP:Iteration 21Q (64305.320000 sec): 3 clusters
  Score: Raw -412099.589594 + Penalty 2658.239934 = -409441.349660
  nChanged 23
		SP:Iteration 22Q (64305.390000 sec): 3 clusters
  Score: Raw -412107.943880 + Penalty 2658.239934 = -409449.703946
  nChanged 14
		SP:Iteration 23Q (64305.450000 sec): 3 clusters
  Score: Raw -412112.583606 + Penalty 2658.239934 = -409454.343671
  nChanged 11
		SP:Iteration 24Q (64305.510000 sec): 3 clusters
  Score: Raw -412115.868357 + Penalty 2658.239934 = -409457.628422
  nChanged 2
		SP:Iteration 25Q (64305.580000 sec): 3 clusters
  Score: Raw -412116.471198 + Penalty 2658.239934 = -409458.231264
  nChanged 4
		SP:Iteration 26Q (64305.650000 sec): 3 clusters
  Score: Raw -412117.860594 + Penalty 2658.239934 = -409459.620659
  nChanged 6
		SP:Iteration 27Q (64305.710000 sec): 3 clusters
  Score: Raw -412119.557866 + Penalty 2658.239934 = -409461.317931
  nChanged 3
		SP:Iteration 28Q (64305.770000 sec): 3 clusters
  Score: Raw -412120.250969 + Penalty 2658.239934 = -409462.011034
  nChanged 3
		SP:Iteration 29Q (64305.840000 sec): 3 clusters
  Score: Raw -412120.644540 + Penalty 2658.239934 = -409462.404606
  nChanged 1
		SP:Iteration 30Q (64305.900000 sec): 3 clusters
  Score: Raw -412120.782501 + Penalty 2658.239934 = -409462.542567
  nChanged 1
		SP:Iteration 31Q (64305.970000 sec): 3 clusters
  Score: Raw -412121.175382 + Penalty 2658.239934 = -409462.935448
  nChanged 2
		SP:Iteration 32Q (64306.030000 sec): 3 clusters
  Score: Raw -412121.879405 + Penalty 2658.239934 = -409463.639471
  nChanged 1
		SP:Iteration 33Q (64306.090000 sec): 3 clusters
  Score: Raw -412122.022497 + Penalty 2658.239934 = -409463.782563
  nChanged 0
		SP:Iteration 34F (64306.160000 sec): 3 clusters
  Score: Raw -412122.022497 + Penalty 2658.239934 = -409463.782563
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 98 (11164 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64306.290000 sec): 2 clusters
  Score: Raw -1288808.696046 + Penalty 1514.573059 = -1287294.122986
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64306.480000 sec): 3 clusters
  Score: Raw -1282450.520474 + Penalty 3029.146118 = -1279421.374356
  nChanged 4819
		SP:Iteration 1F (64306.620000 sec): 3 clusters
  Score: Raw -1285094.912559 + Penalty 3029.146118 = -1282065.766441
  nChanged 713
		SP:Iteration 2F (64306.770000 sec): 3 clusters
  Score: Raw -1285436.882391 + Penalty 3029.146118 = -1282407.736272
  nChanged 609
		SP:Iteration 3F (64306.960000 sec): 3 clusters
  Score: Raw -1285732.944624 + Penalty 3029.146118 = -1282703.798505
  nChanged 580
		SP:Iteration 4F (64307.110000 sec): 3 clusters
  Score: Raw -1286012.824332 + Penalty 3029.146118 = -1282983.678214
  nChanged 500
		SP:Iteration 5Q (64307.300000 sec): 3 clusters
  Score: Raw -1286229.000108 + Penalty 3029.146118 = -1283199.853990
  nChanged 421
		SP:Iteration 6Q (64307.450000 sec): 3 clusters
  Score: Raw -1286399.166337 + Penalty 3029.146118 = -1283370.020219
  nChanged 406
		SP:Iteration 7Q (64307.630000 sec): 3 clusters
  Score: Raw -1286577.961830 + Penalty 3029.146118 = -1283548.815712
  nChanged 398
		SP:Iteration 8Q (64307.790000 sec): 3 clusters
  Score: Raw -1286765.038086 + Penalty 3029.146118 = -1283735.891968
  nChanged 410
		SP:Iteration 9Q (64307.960000 sec): 3 clusters
  Score: Raw -1286952.941463 + Penalty 3029.146118 = -1283923.795345
  nChanged 427
		SP:Iteration 10Q (64308.110000 sec): 3 clusters
  Score: Raw -1287151.494416 + Penalty 3029.146118 = -1284122.348298
  nChanged 408
		SP:Iteration 11Q (64308.280000 sec): 3 clusters
  Score: Raw -1287327.415893 + Penalty 3029.146118 = -1284298.269774
  nChanged 360
		SP:Iteration 12Q (64308.430000 sec): 3 clusters
  Score: Raw -1287480.023670 + Penalty 3029.146118 = -1284450.877551
  nChanged 326
		SP:Iteration 13Q (64308.590000 sec): 3 clusters
  Score: Raw -1287599.900590 + Penalty 3029.146118 = -1284570.754472
  nChanged 308
		SP:Iteration 14Q (64308.750000 sec): 3 clusters
  Score: Raw -1287708.153867 + Penalty 3029.146118 = -1284679.007749
  nChanged 247
		SP:Iteration 15Q (64308.910000 sec): 3 clusters
  Score: Raw -1287785.489909 + Penalty 3029.146118 = -1284756.343790
  nChanged 218
		SP:Iteration 16Q (64309.100000 sec): 3 clusters
  Score: Raw -1287855.585549 + Penalty 3029.146118 = -1284826.439431
  nChanged 218
		SP:Iteration 17Q (64309.260000 sec): 3 clusters
  Score: Raw -1287922.617746 + Penalty 3029.146118 = -1284893.471628
  nChanged 183
		SP:Iteration 18Q (64309.430000 sec): 3 clusters
  Score: Raw -1287979.177172 + Penalty 3029.146118 = -1284950.031054
  nChanged 164
		SP:Iteration 19Q (64309.580000 sec): 3 clusters
  Score: Raw -1288024.563332 + Penalty 3029.146118 = -1284995.417213
  nChanged 151
		SP:Iteration 20F (64309.760000 sec): 3 clusters
  Score: Raw -1288070.975723 + Penalty 3029.146118 = -1285041.829605
  nChanged 155
		SP:Iteration 21Q (64309.910000 sec): 3 clusters
  Score: Raw -1288119.089912 + Penalty 3029.146118 = -1285089.943793
  nChanged 151
		SP:Iteration 22Q (64310.070000 sec): 3 clusters
  Score: Raw -1288167.967293 + Penalty 3029.146118 = -1285138.821174
  nChanged 149
		SP:Iteration 23Q (64310.230000 sec): 3 clusters
  Score: Raw -1288248.147075 + Penalty 3029.146118 = -1285219.000957
  nChanged 176
		SP:Iteration 24Q (64310.390000 sec): 3 clusters
  Score: Raw -1288342.876173 + Penalty 3029.146118 = -1285313.730055
  nChanged 200
		SP:Iteration 25Q (64310.580000 sec): 3 clusters
  Score: Raw -1288443.254305 + Penalty 3029.146118 = -1285414.108187
  nChanged 185
		SP:Iteration 26Q (64310.730000 sec): 3 clusters
  Score: Raw -1288532.840029 + Penalty 3029.146118 = -1285503.693911
  nChanged 191
		SP:Iteration 27Q (64310.920000 sec): 3 clusters
  Score: Raw -1288592.721227 + Penalty 3029.146118 = -1285563.575109
  nChanged 129
		SP:Iteration 28Q (64311.070000 sec): 3 clusters
  Score: Raw -1288627.289712 + Penalty 3029.146118 = -1285598.143594
  nChanged 114
		SP:Iteration 29Q (64311.250000 sec): 3 clusters
  Score: Raw -1288657.764494 + Penalty 3029.146118 = -1285628.618376
  nChanged 88
		SP:Iteration 30Q (64311.390000 sec): 3 clusters
  Score: Raw -1288680.301086 + Penalty 3029.146118 = -1285651.154968
  nChanged 74
		SP:Iteration 31Q (64311.560000 sec): 3 clusters
  Score: Raw -1288692.829958 + Penalty 3029.146118 = -1285663.683840
  nChanged 58
		SP:Iteration 32Q (64311.710000 sec): 3 clusters
  Score: Raw -1288701.290369 + Penalty 3029.146118 = -1285672.144251
  nChanged 41
		SP:Iteration 33Q (64311.870000 sec): 3 clusters
  Score: Raw -1288707.354884 + Penalty 3029.146118 = -1285678.208766
  nChanged 32
		SP:Iteration 34Q (64312.030000 sec): 3 clusters
  Score: Raw -1288711.151249 + Penalty 3029.146118 = -1285682.005131
  nChanged 15
		SP:Iteration 35Q (64312.180000 sec): 3 clusters
  Score: Raw -1288712.315889 + Penalty 3029.146118 = -1285683.169770
  nChanged 7
		SP:Iteration 36Q (64312.370000 sec): 3 clusters
  Score: Raw -1288713.108854 + Penalty 3029.146118 = -1285683.962736
  nChanged 9
		SP:Iteration 37Q (64312.510000 sec): 3 clusters
  Score: Raw -1288714.334238 + Penalty 3029.146118 = -1285685.188120
  nChanged 7
		SP:Iteration 38Q (64312.680000 sec): 3 clusters
  Score: Raw -1288714.873789 + Penalty 3029.146118 = -1285685.727670
  nChanged 5
		SP:Iteration 39Q (64312.830000 sec): 3 clusters
  Score: Raw -1288715.363912 + Penalty 3029.146118 = -1285686.217794
  nChanged 6
		SP:Iteration 40F (64312.990000 sec): 3 clusters
  Score: Raw -1288715.902890 + Penalty 3029.146118 = -1285686.756772
  nChanged 4
		SP:Iteration 41Q (64313.150000 sec): 3 clusters
  Score: Raw -1288716.226955 + Penalty 3029.146118 = -1285687.080837
  nChanged 0
		SP:Iteration 42F (64313.300000 sec): 3 clusters
  Score: Raw -1288716.226955 + Penalty 3029.146118 = -1285687.080837
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 99 (1203 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64313.380000 sec): 2 clusters
  Score: Raw -138903.070141 + Penalty 1152.543229 = -137750.526912
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64313.410000 sec): 3 clusters
  Score: Raw -138488.337388 + Penalty 2305.086458 = -136183.250931
  nChanged 373
		SP:Iteration 1F (64313.430000 sec): 3 clusters
  Score: Raw -138838.801944 + Penalty 2305.086458 = -136533.715486
  nChanged 114
		SP:Iteration 2F (64313.460000 sec): 3 clusters
  Score: Raw -138966.515676 + Penalty 2305.086458 = -136661.429218
  nChanged 73
		SP:Iteration 3F (64313.490000 sec): 3 clusters
  Score: Raw -139044.529132 + Penalty 2305.086458 = -136739.442675
  nChanged 46
		SP:Iteration 4Q (64313.510000 sec): 3 clusters
  Score: Raw -139082.089513 + Penalty 2305.086458 = -136777.003055
  nChanged 29
		SP:Iteration 5Q (64313.540000 sec): 3 clusters
  Score: Raw -139111.638895 + Penalty 2305.086458 = -136806.552437
  nChanged 24
		SP:Iteration 6Q (64313.560000 sec): 3 clusters
  Score: Raw -139137.240853 + Penalty 2305.086458 = -136832.154395
  nChanged 21
		SP:Iteration 7Q (64313.580000 sec): 3 clusters
  Score: Raw -139159.628774 + Penalty 2305.086458 = -136854.542316
  nChanged 20
		SP:Iteration 8Q (64313.610000 sec): 3 clusters
  Score: Raw -139173.213243 + Penalty 2305.086458 = -136868.126785
  nChanged 16
		SP:Iteration 9Q (64313.630000 sec): 3 clusters
  Score: Raw -139186.909936 + Penalty 2305.086458 = -136881.823479
  nChanged 13
		SP:Iteration 10Q (64313.650000 sec): 3 clusters
  Score: Raw -139198.497212 + Penalty 2305.086458 = -136893.410755
  nChanged 10
		SP:Iteration 11Q (64313.670000 sec): 3 clusters
  Score: Raw -139204.529954 + Penalty 2305.086458 = -136899.443496
  nChanged 5
		SP:Iteration 12Q (64313.700000 sec): 3 clusters
  Score: Raw -139206.382208 + Penalty 2305.086458 = -136901.295750
  nChanged 2
		SP:Iteration 13Q (64313.720000 sec): 3 clusters
  Score: Raw -139208.212177 + Penalty 2305.086458 = -136903.125719
  nChanged 3
		SP:Iteration 14Q (64313.740000 sec): 3 clusters
  Score: Raw -139209.970009 + Penalty 2305.086458 = -136904.883551
  nChanged 1
		SP:Iteration 15Q (64313.770000 sec): 3 clusters
  Score: Raw -139210.927085 + Penalty 2305.086458 = -136905.840627
  nChanged 0
		SP:Iteration 16F (64313.790000 sec): 3 clusters
  Score: Raw -139210.927085 + Penalty 2305.086458 = -136905.840627
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 100 (116519 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64314.620000 sec): 2 clusters
  Score: Raw -14535160.827413 + Penalty 1895.694065 = -14533265.133348
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64315.700000 sec): 3 clusters
  Score: Raw -14458988.919282 + Penalty 3791.388129 = -14455197.531152
  nChanged 56038
		SP:Iteration 1F (64316.810000 sec): 3 clusters
  Score: Raw -14492127.725899 + Penalty 3791.388129 = -14488336.337770
  nChanged 3948
		SP:Iteration 2Q (64317.930000 sec): 3 clusters
  Score: Raw -14493105.411887 + Penalty 3791.388129 = -14489314.023758
  nChanged 4124
		SP:Iteration 3Q (64319.050000 sec): 3 clusters
  Score: Raw -14494215.248870 + Penalty 3791.388129 = -14490423.860740
  nChanged 4270
		SP:Iteration 4Q (64320.150000 sec): 3 clusters
  Score: Raw -14495488.418677 + Penalty 3791.388129 = -14491697.030548
  nChanged 4426
		SP:Iteration 5Q (64321.220000 sec): 3 clusters
  Score: Raw -14496960.574459 + Penalty 3791.388129 = -14493169.186330
  nChanged 4590
		SP:Iteration 6Q (64322.310000 sec): 3 clusters
  Score: Raw -14498748.895195 + Penalty 3791.388129 = -14494957.507066
  nChanged 5123
		SP:Iteration 7Q (64323.430000 sec): 3 clusters
  Score: Raw -14501110.944145 + Penalty 3791.388129 = -14497319.556015
  nChanged 5692
		SP:Iteration 8Q (64324.550000 sec): 3 clusters
  Score: Raw -14504139.945859 + Penalty 3791.388129 = -14500348.557730
  nChanged 5965
		SP:Iteration 9F (64325.610000 sec): 3 clusters
  Score: Raw -14507808.171364 + Penalty 3791.388129 = -14504016.783235
  nChanged 6036
		SP:Iteration 10F (64326.700000 sec): 3 clusters
  Score: Raw -14511726.613785 + Penalty 3791.388129 = -14507935.225656
  nChanged 5454
		SP:Iteration 11Q (64327.800000 sec): 3 clusters
  Score: Raw -14514727.475337 + Penalty 3791.388129 = -14510936.087207
  nChanged 4280
		SP:Iteration 12Q (64328.840000 sec): 3 clusters
  Score: Raw -14516451.168588 + Penalty 3791.388129 = -14512659.780458
  nChanged 2952
		SP:Iteration 13Q (64329.920000 sec): 3 clusters
  Score: Raw -14517323.872240 + Penalty 3791.388129 = -14513532.484110
  nChanged 2124
		SP:Iteration 14Q (64330.950000 sec): 3 clusters
  Score: Raw -14517936.541143 + Penalty 3791.388129 = -14514145.153014
  nChanged 1866
		SP:Iteration 15Q (64332.020000 sec): 3 clusters
  Score: Raw -14518563.972159 + Penalty 3791.388129 = -14514772.584030
  nChanged 1977
		SP:Iteration 16Q (64333.050000 sec): 3 clusters
  Score: Raw -14519321.579181 + Penalty 3791.388129 = -14515530.191051
  nChanged 2018
		SP:Iteration 17Q (64334.070000 sec): 3 clusters
  Score: Raw -14520198.997969 + Penalty 3791.388129 = -14516407.609840
  nChanged 2038
		SP:Iteration 18Q (64335.130000 sec): 3 clusters
  Score: Raw -14521261.347740 + Penalty 3791.388129 = -14517469.959610
  nChanged 2310
		SP:Iteration 19Q (64336.150000 sec): 3 clusters
  Score: Raw -14522790.192891 + Penalty 3791.388129 = -14518998.804761
  nChanged 2633
		SP:Iteration 20F (64337.210000 sec): 3 clusters
  Score: Raw -14525151.857090 + Penalty 3791.388129 = -14521360.468961
  nChanged 3118
		SP:Iteration 21Q (64338.240000 sec): 3 clusters
  Score: Raw -14528891.864635 + Penalty 3791.388129 = -14525100.476506
  nChanged 3625
		SP:Iteration 22Q (64339.250000 sec): 3 clusters
  Score: Raw -14533714.582552 + Penalty 3791.388129 = -14529923.194423
  nChanged 3955
		SP:Iteration 23Q (64340.260000 sec): 3 clusters
  Score: Raw -14538195.607568 + Penalty 3791.388129 = -14534404.219439
  nChanged 3852
		SP:Iteration 24Q (64341.250000 sec): 3 clusters
  Score: Raw -14542791.053498 + Penalty 3791.388129 = -14538999.665369
  nChanged 3445
		SP:Iteration 25Q (64342.240000 sec): 3 clusters
  Score: Raw -14547091.653254 + Penalty 3791.388129 = -14543300.265124
  nChanged 2791
		SP:Iteration 26Q (64343.220000 sec): 3 clusters
  Score: Raw -14550010.809379 + Penalty 3791.388129 = -14546219.421250
  nChanged 2006
		SP:Iteration 27Q (64344.180000 sec): 3 clusters
  Score: Raw -14551592.286686 + Penalty 3791.388129 = -14547800.898557
  nChanged 1366
		SP:Iteration 28Q (64345.160000 sec): 3 clusters
  Score: Raw -14552390.877487 + Penalty 3791.388129 = -14548599.489358
  nChanged 833
		SP:Iteration 29Q (64346.130000 sec): 3 clusters
  Score: Raw -14552706.644405 + Penalty 3791.388129 = -14548915.256276
  nChanged 529
		SP:Iteration 30Q (64347.050000 sec): 3 clusters
  Score: Raw -14552858.396622 + Penalty 3791.388129 = -14549067.008493
  nChanged 304
		SP:Iteration 31Q (64348.000000 sec): 3 clusters
  Score: Raw -14552905.806553 + Penalty 3791.388129 = -14549114.418424
  nChanged 153
		SP:Iteration 32Q (64348.970000 sec): 3 clusters
  Score: Raw -14552934.185234 + Penalty 3791.388129 = -14549142.797105
  nChanged 82
		SP:Iteration 33Q (64349.930000 sec): 3 clusters
  Score: Raw -14552949.909415 + Penalty 3791.388129 = -14549158.521286
  nChanged 53
		SP:Iteration 34Q (64350.860000 sec): 3 clusters
  Score: Raw -14552953.350832 + Penalty 3791.388129 = -14549161.962703
  nChanged 25
		SP:Iteration 35Q (64351.810000 sec): 3 clusters
  Score: Raw -14552953.863779 + Penalty 3791.388129 = -14549162.475649
  nChanged 10
		SP:Iteration 36Q (64352.770000 sec): 3 clusters
  Score: Raw -14552954.046805 + Penalty 3791.388129 = -14549162.658676
  nChanged 8
		SP:Iteration 37Q (64353.690000 sec): 3 clusters
  Score: Raw -14552954.142063 + Penalty 3791.388129 = -14549162.753933
  nChanged 7
		SP:Iteration 38Q (64354.630000 sec): 3 clusters
  Score: Raw -14552954.216705 + Penalty 3791.388129 = -14549162.828576
  nChanged 0
		SP:Iteration 39F (64355.750000 sec): 3 clusters
  Score: Raw -14553554.051280 + Penalty 3791.388129 = -14549762.663150
  nChanged 335
		SP:Iteration 40F (64356.810000 sec): 3 clusters
  Score: Raw -14553707.739373 + Penalty 3791.388129 = -14549916.351244
  nChanged 217
		SP:Iteration 41Q (64357.770000 sec): 3 clusters
  Score: Raw -14553731.037121 + Penalty 3791.388129 = -14549939.648992
  nChanged 102
		SP:Iteration 42Q (64358.760000 sec): 3 clusters
  Score: Raw -14553736.149816 + Penalty 3791.388129 = -14549944.761687
  nChanged 58
		SP:Iteration 43Q (64359.740000 sec): 3 clusters
  Score: Raw -14553737.965447 + Penalty 3791.388129 = -14549946.577317
  nChanged 25
		SP:Iteration 44Q (64360.710000 sec): 3 clusters
  Score: Raw -14553738.411538 + Penalty 3791.388129 = -14549947.023408
  nChanged 9
		SP:Iteration 45Q (64361.650000 sec): 3 clusters
  Score: Raw -14553738.544394 + Penalty 3791.388129 = -14549947.156265
  nChanged 8
		SP:Iteration 46Q (64362.610000 sec): 3 clusters
  Score: Raw -14553738.638331 + Penalty 3791.388129 = -14549947.250202
  nChanged 6
		SP:Iteration 47Q (64363.590000 sec): 3 clusters
  Score: Raw -14553738.689136 + Penalty 3791.388129 = -14549947.301007
  nChanged 4
		SP:Iteration 48Q (64364.580000 sec): 3 clusters
  Score: Raw -14553738.735962 + Penalty 3791.388129 = -14549947.347833
  nChanged 3
		SP:Iteration 49Q (64365.560000 sec): 3 clusters
  Score: Raw -14553738.754007 + Penalty 3791.388129 = -14549947.365878
  nChanged 1
		SP:Iteration 50Q (64366.540000 sec): 3 clusters
  Score: Raw -14553738.759435 + Penalty 3791.388129 = -14549947.371305
  nChanged 0
		SP:Iteration 51F (64367.660000 sec): 3 clusters
  Score: Raw -14553738.759435 + Penalty 3791.388129 = -14549947.371305
  nChanged 0
  Score: Raw -119158320.242812 + Penalty 265543.287490 = -118892776.955322

Splitting cluster 100 changes total score from -118876429.122902 to -118892776.955322

 So it's getting split into cluster 118.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 101 (63896 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64726.670000 sec): 2 clusters
  Score: Raw -7961884.006286 + Penalty 1798.064457 = -7960085.941830
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64727.280000 sec): 3 clusters
  Score: Raw -7920987.959580 + Penalty 3596.128913 = -7917391.830667
  nChanged 30125
		SP:Iteration 1F (64727.880000 sec): 3 clusters
  Score: Raw -7938030.466696 + Penalty 3596.128913 = -7934434.337783
  nChanged 2398
		SP:Iteration 2Q (64728.500000 sec): 3 clusters
  Score: Raw -7938696.800996 + Penalty 3596.128913 = -7935100.672083
  nChanged 2436
		SP:Iteration 3Q (64729.100000 sec): 3 clusters
  Score: Raw -7939404.918235 + Penalty 3596.128913 = -7935808.789321
  nChanged 2500
		SP:Iteration 4Q (64729.720000 sec): 3 clusters
  Score: Raw -7940237.483120 + Penalty 3596.128913 = -7936641.354207
  nChanged 2671
		SP:Iteration 5Q (64730.330000 sec): 3 clusters
  Score: Raw -7941240.420035 + Penalty 3596.128913 = -7937644.291122
  nChanged 2843
		SP:Iteration 6Q (64730.940000 sec): 3 clusters
  Score: Raw -7942500.747466 + Penalty 3596.128913 = -7938904.618552
  nChanged 3087
		SP:Iteration 7Q (64731.550000 sec): 3 clusters
  Score: Raw -7944099.648446 + Penalty 3596.128913 = -7940503.519533
  nChanged 3222
		SP:Iteration 8F (64732.160000 sec): 3 clusters
  Score: Raw -7945998.834825 + Penalty 3596.128913 = -7942402.705912
  nChanged 3500
		SP:Iteration 9F (64732.760000 sec): 3 clusters
  Score: Raw -7948493.822034 + Penalty 3596.128913 = -7944897.693121
  nChanged 3664
		SP:Iteration 10F (64733.370000 sec): 3 clusters
  Score: Raw -7951396.278347 + Penalty 3596.128913 = -7947800.149434
  nChanged 3583
		SP:Iteration 11F (64733.970000 sec): 3 clusters
  Score: Raw -7954381.180673 + Penalty 3596.128913 = -7950785.051760
  nChanged 3327
		SP:Iteration 12F (64734.580000 sec): 3 clusters
  Score: Raw -7957183.019642 + Penalty 3596.128913 = -7953586.890729
  nChanged 2732
		SP:Iteration 13Q (64735.150000 sec): 3 clusters
  Score: Raw -7959231.952213 + Penalty 3596.128913 = -7955635.823299
  nChanged 2010
		SP:Iteration 14Q (64735.670000 sec): 3 clusters
  Score: Raw -7960496.956284 + Penalty 3596.128913 = -7956900.827371
  nChanged 1470
		SP:Iteration 15Q (64736.230000 sec): 3 clusters
  Score: Raw -7961283.358342 + Penalty 3596.128913 = -7957687.229429
  nChanged 1069
		SP:Iteration 16Q (64736.740000 sec): 3 clusters
  Score: Raw -7961765.016877 + Penalty 3596.128913 = -7958168.887964
  nChanged 769
		SP:Iteration 17Q (64737.290000 sec): 3 clusters
  Score: Raw -7962045.380560 + Penalty 3596.128913 = -7958449.251647
  nChanged 561
		SP:Iteration 18Q (64737.800000 sec): 3 clusters
  Score: Raw -7962220.987402 + Penalty 3596.128913 = -7958624.858489
  nChanged 417
		SP:Iteration 19Q (64738.350000 sec): 3 clusters
  Score: Raw -7962332.510381 + Penalty 3596.128913 = -7958736.381468
  nChanged 312
		SP:Iteration 20F (64738.930000 sec): 3 clusters
  Score: Raw -7962406.763414 + Penalty 3596.128913 = -7958810.634501
  nChanged 237
		SP:Iteration 21Q (64739.470000 sec): 3 clusters
  Score: Raw -7962458.796039 + Penalty 3596.128913 = -7958862.667126
  nChanged 182
		SP:Iteration 22Q (64739.970000 sec): 3 clusters
  Score: Raw -7962494.458647 + Penalty 3596.128913 = -7958898.329734
  nChanged 138
		SP:Iteration 23Q (64740.470000 sec): 3 clusters
  Score: Raw -7962520.910335 + Penalty 3596.128913 = -7958924.781422
  nChanged 126
		SP:Iteration 24Q (64741.020000 sec): 3 clusters
  Score: Raw -7962545.453694 + Penalty 3596.128913 = -7958949.324781
  nChanged 103
		SP:Iteration 25Q (64741.520000 sec): 3 clusters
  Score: Raw -7962566.064612 + Penalty 3596.128913 = -7958969.935698
  nChanged 96
		SP:Iteration 26Q (64742.020000 sec): 3 clusters
  Score: Raw -7962585.319126 + Penalty 3596.128913 = -7958989.190213
  nChanged 84
		SP:Iteration 27Q (64742.570000 sec): 3 clusters
  Score: Raw -7962599.794310 + Penalty 3596.128913 = -7959003.665396
  nChanged 71
		SP:Iteration 28Q (64743.070000 sec): 3 clusters
  Score: Raw -7962611.542252 + Penalty 3596.128913 = -7959015.413339
  nChanged 58
		SP:Iteration 29Q (64743.570000 sec): 3 clusters
  Score: Raw -7962620.023003 + Penalty 3596.128913 = -7959023.894090
  nChanged 41
		SP:Iteration 30Q (64744.120000 sec): 3 clusters
  Score: Raw -7962625.828351 + Penalty 3596.128913 = -7959029.699438
  nChanged 35
		SP:Iteration 31Q (64744.650000 sec): 3 clusters
  Score: Raw -7962631.409767 + Penalty 3596.128913 = -7959035.280854
  nChanged 44
		SP:Iteration 32Q (64745.150000 sec): 3 clusters
  Score: Raw -7962637.797455 + Penalty 3596.128913 = -7959041.668542
  nChanged 40
		SP:Iteration 33Q (64745.680000 sec): 3 clusters
  Score: Raw -7962642.946548 + Penalty 3596.128913 = -7959046.817634
  nChanged 30
		SP:Iteration 34Q (64746.210000 sec): 3 clusters
  Score: Raw -7962647.536199 + Penalty 3596.128913 = -7959051.407286
  nChanged 25
		SP:Iteration 35Q (64746.710000 sec): 3 clusters
  Score: Raw -7962651.310258 + Penalty 3596.128913 = -7959055.181345
  nChanged 23
		SP:Iteration 36Q (64747.260000 sec): 3 clusters
  Score: Raw -7962654.454137 + Penalty 3596.128913 = -7959058.325224
  nChanged 27
		SP:Iteration 37Q (64747.780000 sec): 3 clusters
  Score: Raw -7962658.294241 + Penalty 3596.128913 = -7959062.165328
  nChanged 28
		SP:Iteration 38Q (64748.280000 sec): 3 clusters
  Score: Raw -7962662.614654 + Penalty 3596.128913 = -7959066.485741
  nChanged 24
		SP:Iteration 39Q (64748.830000 sec): 3 clusters
  Score: Raw -7962665.436515 + Penalty 3596.128913 = -7959069.307602
  nChanged 15
		SP:Iteration 40F (64749.390000 sec): 3 clusters
  Score: Raw -7962667.244549 + Penalty 3596.128913 = -7959071.115636
  nChanged 17
		SP:Iteration 41Q (64749.940000 sec): 3 clusters
  Score: Raw -7962669.460043 + Penalty 3596.128913 = -7959073.331130
  nChanged 18
		SP:Iteration 42Q (64750.440000 sec): 3 clusters
  Score: Raw -7962672.139869 + Penalty 3596.128913 = -7959076.010956
  nChanged 24
		SP:Iteration 43Q (64750.940000 sec): 3 clusters
  Score: Raw -7962675.498941 + Penalty 3596.128913 = -7959079.370028
  nChanged 16
		SP:Iteration 44Q (64751.490000 sec): 3 clusters
  Score: Raw -7962677.821137 + Penalty 3596.128913 = -7959081.692223
  nChanged 11
		SP:Iteration 45Q (64751.990000 sec): 3 clusters
  Score: Raw -7962679.071340 + Penalty 3596.128913 = -7959082.942426
  nChanged 10
		SP:Iteration 46Q (64752.480000 sec): 3 clusters
  Score: Raw -7962680.044650 + Penalty 3596.128913 = -7959083.915737
  nChanged 2
		SP:Iteration 47Q (64753.030000 sec): 3 clusters
  Score: Raw -7962680.216557 + Penalty 3596.128913 = -7959084.087644
  nChanged 1
		SP:Iteration 48Q (64753.560000 sec): 3 clusters
  Score: Raw -7962680.329438 + Penalty 3596.128913 = -7959084.200525
  nChanged 0
		SP:Iteration 49F (64754.110000 sec): 3 clusters
  Score: Raw -7962680.329438 + Penalty 3596.128913 = -7959084.200525
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 102 (5691 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64754.180000 sec): 2 clusters
  Score: Raw -674516.995655 + Penalty 1405.079205 = -673111.916450
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64754.280000 sec): 3 clusters
  Score: Raw -671536.321459 + Penalty 2810.158409 = -668726.163050
  nChanged 2351
		SP:Iteration 1F (64754.380000 sec): 3 clusters
  Score: Raw -673010.662655 + Penalty 2810.158409 = -670200.504246
  nChanged 498
		SP:Iteration 2F (64754.480000 sec): 3 clusters
  Score: Raw -673404.387861 + Penalty 2810.158409 = -670594.229452
  nChanged 402
		SP:Iteration 3F (64754.570000 sec): 3 clusters
  Score: Raw -673730.783836 + Penalty 2810.158409 = -670920.625427
  nChanged 330
		SP:Iteration 4F (64754.670000 sec): 3 clusters
  Score: Raw -673991.467567 + Penalty 2810.158409 = -671181.309158
  nChanged 311
		SP:Iteration 5F (64754.770000 sec): 3 clusters
  Score: Raw -674227.411353 + Penalty 2810.158409 = -671417.252944
  nChanged 251
		SP:Iteration 6Q (64754.860000 sec): 3 clusters
  Score: Raw -674394.032090 + Penalty 2810.158409 = -671583.873681
  nChanged 195
		SP:Iteration 7Q (64754.960000 sec): 3 clusters
  Score: Raw -674512.388778 + Penalty 2810.158409 = -671702.230369
  nChanged 178
		SP:Iteration 8Q (64755.050000 sec): 3 clusters
  Score: Raw -674604.185560 + Penalty 2810.158409 = -671794.027151
  nChanged 132
		SP:Iteration 9Q (64755.150000 sec): 3 clusters
  Score: Raw -674667.745626 + Penalty 2810.158409 = -671857.587217
  nChanged 114
		SP:Iteration 10Q (64755.240000 sec): 3 clusters
  Score: Raw -674715.002848 + Penalty 2810.158409 = -671904.844438
  nChanged 96
		SP:Iteration 11Q (64755.330000 sec): 3 clusters
  Score: Raw -674762.170111 + Penalty 2810.158409 = -671952.011702
  nChanged 85
		SP:Iteration 12Q (64755.430000 sec): 3 clusters
  Score: Raw -674797.371240 + Penalty 2810.158409 = -671987.212831
  nChanged 75
		SP:Iteration 13Q (64755.520000 sec): 3 clusters
  Score: Raw -674826.439495 + Penalty 2810.158409 = -672016.281086
  nChanged 53
		SP:Iteration 14Q (64755.610000 sec): 3 clusters
  Score: Raw -674851.615368 + Penalty 2810.158409 = -672041.456959
  nChanged 61
		SP:Iteration 15Q (64755.710000 sec): 3 clusters
  Score: Raw -674876.470409 + Penalty 2810.158409 = -672066.312000
  nChanged 41
		SP:Iteration 16Q (64755.800000 sec): 3 clusters
  Score: Raw -674887.296783 + Penalty 2810.158409 = -672077.138374
  nChanged 31
		SP:Iteration 17Q (64755.890000 sec): 3 clusters
  Score: Raw -674896.199904 + Penalty 2810.158409 = -672086.041495
  nChanged 28
		SP:Iteration 18Q (64755.990000 sec): 3 clusters
  Score: Raw -674902.506417 + Penalty 2810.158409 = -672092.348008
  nChanged 15
		SP:Iteration 19Q (64756.080000 sec): 3 clusters
  Score: Raw -674906.181106 + Penalty 2810.158409 = -672096.022697
  nChanged 18
		SP:Iteration 20F (64756.170000 sec): 3 clusters
  Score: Raw -674910.676079 + Penalty 2810.158409 = -672100.517670
  nChanged 16
		SP:Iteration 21Q (64756.270000 sec): 3 clusters
  Score: Raw -674914.322568 + Penalty 2810.158409 = -672104.164159
  nChanged 22
		SP:Iteration 22Q (64756.360000 sec): 3 clusters
  Score: Raw -674919.981724 + Penalty 2810.158409 = -672109.823315
  nChanged 25
		SP:Iteration 23Q (64756.450000 sec): 3 clusters
  Score: Raw -674926.526254 + Penalty 2810.158409 = -672116.367845
  nChanged 22
		SP:Iteration 24Q (64756.550000 sec): 3 clusters
  Score: Raw -674931.189973 + Penalty 2810.158409 = -672121.031564
  nChanged 12
		SP:Iteration 25Q (64756.640000 sec): 3 clusters
  Score: Raw -674934.350624 + Penalty 2810.158409 = -672124.192215
  nChanged 7
		SP:Iteration 26Q (64756.730000 sec): 3 clusters
  Score: Raw -674936.474235 + Penalty 2810.158409 = -672126.315826
  nChanged 12
		SP:Iteration 27Q (64756.830000 sec): 3 clusters
  Score: Raw -674939.208576 + Penalty 2810.158409 = -672129.050167
  nChanged 8
		SP:Iteration 28Q (64756.920000 sec): 3 clusters
  Score: Raw -674940.523534 + Penalty 2810.158409 = -672130.365125
  nChanged 7
		SP:Iteration 29Q (64757.010000 sec): 3 clusters
  Score: Raw -674941.900647 + Penalty 2810.158409 = -672131.742238
  nChanged 2
		SP:Iteration 30Q (64757.110000 sec): 3 clusters
  Score: Raw -674942.419898 + Penalty 2810.158409 = -672132.261489
  nChanged 4
		SP:Iteration 31Q (64757.190000 sec): 3 clusters
  Score: Raw -674943.085579 + Penalty 2810.158409 = -672132.927170
  nChanged 4
		SP:Iteration 32Q (64757.290000 sec): 3 clusters
  Score: Raw -674943.804044 + Penalty 2810.158409 = -672133.645635
  nChanged 2
		SP:Iteration 33Q (64757.380000 sec): 3 clusters
  Score: Raw -674944.322885 + Penalty 2810.158409 = -672134.164476
  nChanged 3
		SP:Iteration 34Q (64757.470000 sec): 3 clusters
  Score: Raw -674945.008575 + Penalty 2810.158409 = -672134.850166
  nChanged 3
		SP:Iteration 35Q (64757.570000 sec): 3 clusters
  Score: Raw -674945.404746 + Penalty 2810.158409 = -672135.246337
  nChanged 2
		SP:Iteration 36Q (64757.660000 sec): 3 clusters
  Score: Raw -674945.680014 + Penalty 2810.158409 = -672135.521605
  nChanged 4
		SP:Iteration 37Q (64757.750000 sec): 3 clusters
  Score: Raw -674946.100562 + Penalty 2810.158409 = -672135.942153
  nChanged 1
		SP:Iteration 38Q (64757.840000 sec): 3 clusters
  Score: Raw -674946.328785 + Penalty 2810.158409 = -672136.170375
  nChanged 1
		SP:Iteration 39Q (64757.930000 sec): 3 clusters
  Score: Raw -674946.548938 + Penalty 2810.158409 = -672136.390529
  nChanged 1
		SP:Iteration 40F (64758.030000 sec): 3 clusters
  Score: Raw -674946.770522 + Penalty 2810.158409 = -672136.612113
  nChanged 1
		SP:Iteration 41Q (64758.130000 sec): 3 clusters
  Score: Raw -674947.073585 + Penalty 2810.158409 = -672136.915176
  nChanged 2
		SP:Iteration 42Q (64758.210000 sec): 3 clusters
  Score: Raw -674947.373875 + Penalty 2810.158409 = -672137.215466
  nChanged 4
		SP:Iteration 43Q (64758.310000 sec): 3 clusters
  Score: Raw -674948.326045 + Penalty 2810.158409 = -672138.167636
  nChanged 4
		SP:Iteration 44Q (64758.400000 sec): 3 clusters
  Score: Raw -674948.696554 + Penalty 2810.158409 = -672138.538145
  nChanged 4
		SP:Iteration 45Q (64758.490000 sec): 3 clusters
  Score: Raw -674949.305416 + Penalty 2810.158409 = -672139.147007
  nChanged 3
		SP:Iteration 46Q (64758.590000 sec): 3 clusters
  Score: Raw -674950.017669 + Penalty 2810.158409 = -672139.859260
  nChanged 2
		SP:Iteration 47Q (64758.680000 sec): 3 clusters
  Score: Raw -674950.331904 + Penalty 2810.158409 = -672140.173495
  nChanged 1
		SP:Iteration 48Q (64758.770000 sec): 3 clusters
  Score: Raw -674950.431929 + Penalty 2810.158409 = -672140.273520
  nChanged 4
		SP:Iteration 49Q (64758.870000 sec): 3 clusters
  Score: Raw -674951.222761 + Penalty 2810.158409 = -672141.064352
  nChanged 2
		SP:Iteration 50Q (64758.960000 sec): 3 clusters
  Score: Raw -674951.411889 + Penalty 2810.158409 = -672141.253480
  nChanged 2
		SP:Iteration 51Q (64759.050000 sec): 3 clusters
  Score: Raw -674951.668162 + Penalty 2810.158409 = -672141.509753
  nChanged 1
		SP:Iteration 52Q (64759.140000 sec): 3 clusters
  Score: Raw -674951.781124 + Penalty 2810.158409 = -672141.622715
  nChanged 2
		SP:Iteration 53Q (64759.240000 sec): 3 clusters
  Score: Raw -674952.071757 + Penalty 2810.158409 = -672141.913348
  nChanged 2
		SP:Iteration 54Q (64759.330000 sec): 3 clusters
  Score: Raw -674952.493685 + Penalty 2810.158409 = -672142.335276
  nChanged 1
		SP:Iteration 55Q (64759.420000 sec): 3 clusters
  Score: Raw -674952.727787 + Penalty 2810.158409 = -672142.569378
  nChanged 0
		SP:Iteration 56F (64759.520000 sec): 3 clusters
  Score: Raw -674952.727787 + Penalty 2810.158409 = -672142.569378
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 103 (3381 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64759.590000 sec): 2 clusters
  Score: Raw -380764.094444 + Penalty 1320.463105 = -379443.631339
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64759.660000 sec): 3 clusters
  Score: Raw -379179.872947 + Penalty 2640.926211 = -376538.946737
  nChanged 1307
		SP:Iteration 1F (64759.720000 sec): 3 clusters
  Score: Raw -380022.211405 + Penalty 2640.926211 = -377381.285194
  nChanged 292
		SP:Iteration 2F (64759.780000 sec): 3 clusters
  Score: Raw -380293.103050 + Penalty 2640.926211 = -377652.176839
  nChanged 261
		SP:Iteration 3F (64759.840000 sec): 3 clusters
  Score: Raw -380525.744622 + Penalty 2640.926211 = -377884.818412
  nChanged 231
		SP:Iteration 4F (64759.900000 sec): 3 clusters
  Score: Raw -380722.925161 + Penalty 2640.926211 = -378081.998950
  nChanged 185
		SP:Iteration 5F (64759.970000 sec): 3 clusters
  Score: Raw -380874.903947 + Penalty 2640.926211 = -378233.977736
  nChanged 155
		SP:Iteration 6Q (64760.030000 sec): 3 clusters
  Score: Raw -380988.364923 + Penalty 2640.926211 = -378347.438712
  nChanged 119
		SP:Iteration 7Q (64760.090000 sec): 3 clusters
  Score: Raw -381079.110308 + Penalty 2640.926211 = -378438.184097
  nChanged 111
		SP:Iteration 8Q (64760.150000 sec): 3 clusters
  Score: Raw -381164.933473 + Penalty 2640.926211 = -378524.007262
  nChanged 85
		SP:Iteration 9Q (64760.210000 sec): 3 clusters
  Score: Raw -381222.918463 + Penalty 2640.926211 = -378581.992252
  nChanged 63
		SP:Iteration 10Q (64760.270000 sec): 3 clusters
  Score: Raw -381261.098437 + Penalty 2640.926211 = -378620.172226
  nChanged 55
		SP:Iteration 11Q (64760.340000 sec): 3 clusters
  Score: Raw -381293.813414 + Penalty 2640.926211 = -378652.887203
  nChanged 42
		SP:Iteration 12Q (64760.400000 sec): 3 clusters
  Score: Raw -381317.887830 + Penalty 2640.926211 = -378676.961619
  nChanged 32
		SP:Iteration 13Q (64760.460000 sec): 3 clusters
  Score: Raw -381335.846901 + Penalty 2640.926211 = -378694.920691
  nChanged 24
		SP:Iteration 14Q (64760.520000 sec): 3 clusters
  Score: Raw -381350.986221 + Penalty 2640.926211 = -378710.060010
  nChanged 18
		SP:Iteration 15Q (64760.580000 sec): 3 clusters
  Score: Raw -381362.474502 + Penalty 2640.926211 = -378721.548291
  nChanged 13
		SP:Iteration 16Q (64760.640000 sec): 3 clusters
  Score: Raw -381370.322954 + Penalty 2640.926211 = -378729.396743
  nChanged 13
		SP:Iteration 17Q (64760.700000 sec): 3 clusters
  Score: Raw -381378.603762 + Penalty 2640.926211 = -378737.677551
  nChanged 6
		SP:Iteration 18Q (64760.760000 sec): 3 clusters
  Score: Raw -381381.396239 + Penalty 2640.926211 = -378740.470028
  nChanged 3
		SP:Iteration 19Q (64760.820000 sec): 3 clusters
  Score: Raw -381383.066018 + Penalty 2640.926211 = -378742.139808
  nChanged 3
		SP:Iteration 20F (64760.880000 sec): 3 clusters
  Score: Raw -381384.580184 + Penalty 2640.926211 = -378743.653973
  nChanged 2
		SP:Iteration 21Q (64760.940000 sec): 3 clusters
  Score: Raw -381385.123310 + Penalty 2640.926211 = -378744.197099
  nChanged 1
		SP:Iteration 22Q (64761.000000 sec): 3 clusters
  Score: Raw -381385.505158 + Penalty 2640.926211 = -378744.578947
  nChanged 0
		SP:Iteration 23F (64761.060000 sec): 3 clusters
  Score: Raw -381385.505158 + Penalty 2640.926211 = -378744.578947
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 104 (5309 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64761.150000 sec): 2 clusters
  Score: Raw -632768.549558 + Penalty 1393.788301 = -631374.761257
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64761.260000 sec): 3 clusters
  Score: Raw -629978.298011 + Penalty 2787.576601 = -627190.721410
  nChanged 2202
		SP:Iteration 1F (64761.360000 sec): 3 clusters
  Score: Raw -631149.877884 + Penalty 2787.576601 = -628362.301283
  nChanged 422
		SP:Iteration 2F (64761.460000 sec): 3 clusters
  Score: Raw -631402.035747 + Penalty 2787.576601 = -628614.459146
  nChanged 353
		SP:Iteration 3F (64761.560000 sec): 3 clusters
  Score: Raw -631654.227230 + Penalty 2787.576601 = -628866.650629
  nChanged 303
		SP:Iteration 4F (64761.660000 sec): 3 clusters
  Score: Raw -631894.408905 + Penalty 2787.576601 = -629106.832304
  nChanged 287
		SP:Iteration 5F (64761.760000 sec): 3 clusters
  Score: Raw -632129.118166 + Penalty 2787.576601 = -629341.541565
  nChanged 269
		SP:Iteration 6F (64761.850000 sec): 3 clusters
  Score: Raw -632359.023590 + Penalty 2787.576601 = -629571.446989
  nChanged 254
		SP:Iteration 7Q (64761.950000 sec): 3 clusters
  Score: Raw -632584.571254 + Penalty 2787.576601 = -629796.994653
  nChanged 264
		SP:Iteration 8Q (64762.050000 sec): 3 clusters
  Score: Raw -632804.572586 + Penalty 2787.576601 = -630016.995985
  nChanged 250
		SP:Iteration 9Q (64762.140000 sec): 3 clusters
  Score: Raw -633027.986418 + Penalty 2787.576601 = -630240.409817
  nChanged 241
		SP:Iteration 10Q (64762.240000 sec): 3 clusters
  Score: Raw -633206.179872 + Penalty 2787.576601 = -630418.603271
  nChanged 198
		SP:Iteration 11Q (64762.330000 sec): 3 clusters
  Score: Raw -633323.973791 + Penalty 2787.576601 = -630536.397190
  nChanged 131
		SP:Iteration 12Q (64762.430000 sec): 3 clusters
  Score: Raw -633396.943872 + Penalty 2787.576601 = -630609.367271
  nChanged 112
		SP:Iteration 13Q (64762.520000 sec): 3 clusters
  Score: Raw -633469.005102 + Penalty 2787.576601 = -630681.428501
  nChanged 93
		SP:Iteration 14Q (64762.620000 sec): 3 clusters
  Score: Raw -633530.926627 + Penalty 2787.576601 = -630743.350026
  nChanged 87
		SP:Iteration 15Q (64762.710000 sec): 3 clusters
  Score: Raw -633591.053727 + Penalty 2787.576601 = -630803.477126
  nChanged 62
		SP:Iteration 16Q (64762.810000 sec): 3 clusters
  Score: Raw -633623.136938 + Penalty 2787.576601 = -630835.560337
  nChanged 59
		SP:Iteration 17Q (64762.900000 sec): 3 clusters
  Score: Raw -633648.917599 + Penalty 2787.576601 = -630861.340998
  nChanged 69
		SP:Iteration 18Q (64763.000000 sec): 3 clusters
  Score: Raw -633685.752209 + Penalty 2787.576601 = -630898.175607
  nChanged 60
		SP:Iteration 19Q (64763.090000 sec): 3 clusters
  Score: Raw -633715.533916 + Penalty 2787.576601 = -630927.957315
  nChanged 52
		SP:Iteration 20F (64763.190000 sec): 3 clusters
  Score: Raw -633738.407704 + Penalty 2787.576601 = -630950.831103
  nChanged 29
		SP:Iteration 21Q (64763.280000 sec): 3 clusters
  Score: Raw -633747.808096 + Penalty 2787.576601 = -630960.231495
  nChanged 21
		SP:Iteration 22Q (64763.380000 sec): 3 clusters
  Score: Raw -633753.064107 + Penalty 2787.576601 = -630965.487506
  nChanged 13
		SP:Iteration 23Q (64763.470000 sec): 3 clusters
  Score: Raw -633755.848594 + Penalty 2787.576601 = -630968.271993
  nChanged 10
		SP:Iteration 24Q (64763.560000 sec): 3 clusters
  Score: Raw -633758.205676 + Penalty 2787.576601 = -630970.629074
  nChanged 9
		SP:Iteration 25Q (64763.660000 sec): 3 clusters
  Score: Raw -633761.361805 + Penalty 2787.576601 = -630973.785204
  nChanged 10
		SP:Iteration 26Q (64763.750000 sec): 3 clusters
  Score: Raw -633763.107151 + Penalty 2787.576601 = -630975.530550
  nChanged 5
		SP:Iteration 27Q (64763.840000 sec): 3 clusters
  Score: Raw -633763.835676 + Penalty 2787.576601 = -630976.259075
  nChanged 5
		SP:Iteration 28Q (64763.940000 sec): 3 clusters
  Score: Raw -633764.989728 + Penalty 2787.576601 = -630977.413127
  nChanged 9
		SP:Iteration 29Q (64764.030000 sec): 3 clusters
  Score: Raw -633767.410189 + Penalty 2787.576601 = -630979.833588
  nChanged 10
		SP:Iteration 30Q (64764.120000 sec): 3 clusters
  Score: Raw -633769.236722 + Penalty 2787.576601 = -630981.660121
  nChanged 5
		SP:Iteration 31Q (64764.220000 sec): 3 clusters
  Score: Raw -633769.832457 + Penalty 2787.576601 = -630982.255856
  nChanged 2
		SP:Iteration 32Q (64764.310000 sec): 3 clusters
  Score: Raw -633770.215882 + Penalty 2787.576601 = -630982.639281
  nChanged 2
		SP:Iteration 33Q (64764.400000 sec): 3 clusters
  Score: Raw -633770.658982 + Penalty 2787.576601 = -630983.082380
  nChanged 6
		SP:Iteration 34Q (64764.500000 sec): 3 clusters
  Score: Raw -633771.919601 + Penalty 2787.576601 = -630984.343000
  nChanged 3
		SP:Iteration 35Q (64764.590000 sec): 3 clusters
  Score: Raw -633773.018104 + Penalty 2787.576601 = -630985.441503
  nChanged 8
		SP:Iteration 36Q (64764.680000 sec): 3 clusters
  Score: Raw -633774.913070 + Penalty 2787.576601 = -630987.336469
  nChanged 8
		SP:Iteration 37Q (64764.780000 sec): 3 clusters
  Score: Raw -633777.138736 + Penalty 2787.576601 = -630989.562135
  nChanged 7
		SP:Iteration 38Q (64764.880000 sec): 3 clusters
  Score: Raw -633778.620559 + Penalty 2787.576601 = -630991.043958
  nChanged 2
		SP:Iteration 39Q (64764.970000 sec): 3 clusters
  Score: Raw -633779.267102 + Penalty 2787.576601 = -630991.690501
  nChanged 4
		SP:Iteration 40F (64765.070000 sec): 3 clusters
  Score: Raw -633779.970597 + Penalty 2787.576601 = -630992.393996
  nChanged 5
		SP:Iteration 41Q (64765.160000 sec): 3 clusters
  Score: Raw -633781.324724 + Penalty 2787.576601 = -630993.748122
  nChanged 5
		SP:Iteration 42Q (64765.250000 sec): 3 clusters
  Score: Raw -633782.516899 + Penalty 2787.576601 = -630994.940298
  nChanged 3
		SP:Iteration 43Q (64765.350000 sec): 3 clusters
  Score: Raw -633783.138093 + Penalty 2787.576601 = -630995.561492
  nChanged 2
		SP:Iteration 44Q (64765.440000 sec): 3 clusters
  Score: Raw -633783.960682 + Penalty 2787.576601 = -630996.384081
  nChanged 0
		SP:Iteration 45F (64765.540000 sec): 3 clusters
  Score: Raw -633783.960682 + Penalty 2787.576601 = -630996.384081
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 105 (2568 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64765.600000 sec): 2 clusters
  Score: Raw -303359.682577 + Penalty 1275.768433 = -302083.914144
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64765.650000 sec): 3 clusters
  Score: Raw -302179.262971 + Penalty 2551.536866 = -299627.726105
  nChanged 936
		SP:Iteration 1F (64765.700000 sec): 3 clusters
  Score: Raw -302821.577045 + Penalty 2551.536866 = -300270.040179
  nChanged 235
		SP:Iteration 2F (64765.750000 sec): 3 clusters
  Score: Raw -303044.936916 + Penalty 2551.536866 = -300493.400050
  nChanged 162
		SP:Iteration 3F (64765.800000 sec): 3 clusters
  Score: Raw -303228.060849 + Penalty 2551.536866 = -300676.523983
  nChanged 184
		SP:Iteration 4F (64765.840000 sec): 3 clusters
  Score: Raw -303428.331412 + Penalty 2551.536866 = -300876.794546
  nChanged 141
		SP:Iteration 5F (64765.890000 sec): 3 clusters
  Score: Raw -303579.021511 + Penalty 2551.536866 = -301027.484645
  nChanged 119
		SP:Iteration 6Q (64765.940000 sec): 3 clusters
  Score: Raw -303685.810097 + Penalty 2551.536866 = -301134.273231
  nChanged 87
		SP:Iteration 7Q (64765.980000 sec): 3 clusters
  Score: Raw -303754.788251 + Penalty 2551.536866 = -301203.251385
  nChanged 64
		SP:Iteration 8Q (64766.030000 sec): 3 clusters
  Score: Raw -303796.949301 + Penalty 2551.536866 = -301245.412435
  nChanged 35
		SP:Iteration 9Q (64766.070000 sec): 3 clusters
  Score: Raw -303813.483640 + Penalty 2551.536866 = -301261.946774
  nChanged 23
		SP:Iteration 10Q (64766.120000 sec): 3 clusters
  Score: Raw -303824.980188 + Penalty 2551.536866 = -301273.443322
  nChanged 15
		SP:Iteration 11Q (64766.170000 sec): 3 clusters
  Score: Raw -303831.993570 + Penalty 2551.536866 = -301280.456704
  nChanged 12
		SP:Iteration 12Q (64766.210000 sec): 3 clusters
  Score: Raw -303837.280795 + Penalty 2551.536866 = -301285.743929
  nChanged 8
		SP:Iteration 13Q (64766.260000 sec): 3 clusters
  Score: Raw -303842.161866 + Penalty 2551.536866 = -301290.625000
  nChanged 9
		SP:Iteration 14Q (64766.310000 sec): 3 clusters
  Score: Raw -303846.775141 + Penalty 2551.536866 = -301295.238275
  nChanged 9
		SP:Iteration 15Q (64766.350000 sec): 3 clusters
  Score: Raw -303850.991733 + Penalty 2551.536866 = -301299.454867
  nChanged 10
		SP:Iteration 16Q (64766.400000 sec): 3 clusters
  Score: Raw -303859.954412 + Penalty 2551.536866 = -301308.417546
  nChanged 12
		SP:Iteration 17Q (64766.440000 sec): 3 clusters
  Score: Raw -303868.169228 + Penalty 2551.536866 = -301316.632362
  nChanged 15
		SP:Iteration 18Q (64766.490000 sec): 3 clusters
  Score: Raw -303874.632470 + Penalty 2551.536866 = -301323.095604
  nChanged 13
		SP:Iteration 19Q (64766.530000 sec): 3 clusters
  Score: Raw -303881.601614 + Penalty 2551.536866 = -301330.064748
  nChanged 15
		SP:Iteration 20F (64766.580000 sec): 3 clusters
  Score: Raw -303890.153653 + Penalty 2551.536866 = -301338.616787
  nChanged 15
		SP:Iteration 21Q (64766.630000 sec): 3 clusters
  Score: Raw -303897.350666 + Penalty 2551.536866 = -301345.813800
  nChanged 10
		SP:Iteration 22Q (64766.670000 sec): 3 clusters
  Score: Raw -303900.727022 + Penalty 2551.536866 = -301349.190156
  nChanged 9
		SP:Iteration 23Q (64766.720000 sec): 3 clusters
  Score: Raw -303904.334719 + Penalty 2551.536866 = -301352.797853
  nChanged 8
		SP:Iteration 24Q (64766.770000 sec): 3 clusters
  Score: Raw -303907.570588 + Penalty 2551.536866 = -301356.033722
  nChanged 6
		SP:Iteration 25Q (64766.810000 sec): 3 clusters
  Score: Raw -303910.360812 + Penalty 2551.536866 = -301358.823946
  nChanged 5
		SP:Iteration 26Q (64766.860000 sec): 3 clusters
  Score: Raw -303911.497545 + Penalty 2551.536866 = -301359.960679
  nChanged 3
		SP:Iteration 27Q (64766.900000 sec): 3 clusters
  Score: Raw -303912.438113 + Penalty 2551.536866 = -301360.901246
  nChanged 2
		SP:Iteration 28Q (64766.950000 sec): 3 clusters
  Score: Raw -303913.006754 + Penalty 2551.536866 = -301361.469888
  nChanged 2
		SP:Iteration 29Q (64766.990000 sec): 3 clusters
  Score: Raw -303913.634808 + Penalty 2551.536866 = -301362.097942
  nChanged 4
		SP:Iteration 30Q (64767.040000 sec): 3 clusters
  Score: Raw -303915.079855 + Penalty 2551.536866 = -301363.542989
  nChanged 3
		SP:Iteration 31Q (64767.090000 sec): 3 clusters
  Score: Raw -303916.058979 + Penalty 2551.536866 = -301364.522113
  nChanged 2
		SP:Iteration 32Q (64767.130000 sec): 3 clusters
  Score: Raw -303917.132320 + Penalty 2551.536866 = -301365.595454
  nChanged 3
		SP:Iteration 33Q (64767.180000 sec): 3 clusters
  Score: Raw -303918.108431 + Penalty 2551.536866 = -301366.571565
  nChanged 1
		SP:Iteration 34Q (64767.230000 sec): 3 clusters
  Score: Raw -303918.475090 + Penalty 2551.536866 = -301366.938224
  nChanged 1
		SP:Iteration 35Q (64767.270000 sec): 3 clusters
  Score: Raw -303918.815071 + Penalty 2551.536866 = -301367.278205
  nChanged 2
		SP:Iteration 36Q (64767.320000 sec): 3 clusters
  Score: Raw -303919.467204 + Penalty 2551.536866 = -301367.930338
  nChanged 1
		SP:Iteration 37Q (64767.360000 sec): 3 clusters
  Score: Raw -303920.989154 + Penalty 2551.536866 = -301369.452288
  nChanged 2
		SP:Iteration 38Q (64767.410000 sec): 3 clusters
  Score: Raw -303922.244998 + Penalty 2551.536866 = -301370.708132
  nChanged 4
		SP:Iteration 39Q (64767.450000 sec): 3 clusters
  Score: Raw -303923.843114 + Penalty 2551.536866 = -301372.306248
  nChanged 1
		SP:Iteration 40F (64767.500000 sec): 3 clusters
  Score: Raw -303924.032144 + Penalty 2551.536866 = -301372.495278
  nChanged 1
		SP:Iteration 41Q (64767.550000 sec): 3 clusters
  Score: Raw -303924.567384 + Penalty 2551.536866 = -301373.030518
  nChanged 0
		SP:Iteration 42F (64767.590000 sec): 3 clusters
  Score: Raw -303924.567384 + Penalty 2551.536866 = -301373.030518
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 106 (1373 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64767.650000 sec): 2 clusters
  Score: Raw -157666.301970 + Penalty 1174.022428 = -156492.279541
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64767.680000 sec): 3 clusters
  Score: Raw -157177.403641 + Penalty 2348.044857 = -154829.358784
  nChanged 443
		SP:Iteration 1F (64767.710000 sec): 3 clusters
  Score: Raw -157544.594505 + Penalty 2348.044857 = -155196.549648
  nChanged 105
		SP:Iteration 2F (64767.730000 sec): 3 clusters
  Score: Raw -157649.956331 + Penalty 2348.044857 = -155301.911474
  nChanged 67
		SP:Iteration 3Q (64767.760000 sec): 3 clusters
  Score: Raw -157711.928553 + Penalty 2348.044857 = -155363.883696
  nChanged 44
		SP:Iteration 4Q (64767.780000 sec): 3 clusters
  Score: Raw -157750.592631 + Penalty 2348.044857 = -155402.547774
  nChanged 31
		SP:Iteration 5Q (64767.810000 sec): 3 clusters
  Score: Raw -157780.549636 + Penalty 2348.044857 = -155432.504779
  nChanged 36
		SP:Iteration 6Q (64767.830000 sec): 3 clusters
  Score: Raw -157814.822993 + Penalty 2348.044857 = -155466.778136
  nChanged 27
		SP:Iteration 7Q (64767.860000 sec): 3 clusters
  Score: Raw -157841.058153 + Penalty 2348.044857 = -155493.013296
  nChanged 27
		SP:Iteration 8Q (64767.890000 sec): 3 clusters
  Score: Raw -157861.308945 + Penalty 2348.044857 = -155513.264088
  nChanged 22
		SP:Iteration 9Q (64767.910000 sec): 3 clusters
  Score: Raw -157888.521074 + Penalty 2348.044857 = -155540.476217
  nChanged 19
		SP:Iteration 10Q (64767.940000 sec): 3 clusters
  Score: Raw -157909.453287 + Penalty 2348.044857 = -155561.408431
  nChanged 16
		SP:Iteration 11Q (64767.960000 sec): 3 clusters
  Score: Raw -157934.806447 + Penalty 2348.044857 = -155586.761590
  nChanged 12
		SP:Iteration 12Q (64767.990000 sec): 3 clusters
  Score: Raw -157951.088212 + Penalty 2348.044857 = -155603.043355
  nChanged 9
		SP:Iteration 13Q (64768.010000 sec): 3 clusters
  Score: Raw -157959.666899 + Penalty 2348.044857 = -155611.622042
  nChanged 6
		SP:Iteration 14Q (64768.040000 sec): 3 clusters
  Score: Raw -157966.870462 + Penalty 2348.044857 = -155618.825605
  nChanged 13
		SP:Iteration 15Q (64768.070000 sec): 3 clusters
  Score: Raw -157986.643905 + Penalty 2348.044857 = -155638.599048
  nChanged 26
		SP:Iteration 16Q (64768.090000 sec): 3 clusters
  Score: Raw -158032.828301 + Penalty 2348.044857 = -155684.783444
  nChanged 29
		SP:Iteration 17Q (64768.110000 sec): 3 clusters
  Score: Raw -158095.108205 + Penalty 2348.044857 = -155747.063348
  nChanged 45
		SP:Iteration 18Q (64768.140000 sec): 3 clusters
  Score: Raw -158192.715375 + Penalty 2348.044857 = -155844.670518
  nChanged 49
		SP:Iteration 19Q (64768.170000 sec): 3 clusters
  Score: Raw -158272.758366 + Penalty 2348.044857 = -155924.713509
  nChanged 52
		SP:Iteration 20F (64768.190000 sec): 3 clusters
  Score: Raw -158348.203267 + Penalty 2348.044857 = -156000.158410
  nChanged 49
		SP:Iteration 21Q (64768.220000 sec): 3 clusters
  Score: Raw -158412.868688 + Penalty 2348.044857 = -156064.823831
  nChanged 57
		SP:Iteration 22Q (64768.240000 sec): 3 clusters
  Score: Raw -158507.222509 + Penalty 2348.044857 = -156159.177652
  nChanged 62
		SP:Iteration 23Q (64768.270000 sec): 3 clusters
  Score: Raw -158624.118919 + Penalty 2348.044857 = -156276.074062
  nChanged 40
		SP:Iteration 24Q (64768.290000 sec): 3 clusters
  Score: Raw -158733.284873 + Penalty 2348.044857 = -156385.240016
  nChanged 37
		SP:Iteration 25Q (64768.320000 sec): 3 clusters
  Score: Raw -158830.824035 + Penalty 2348.044857 = -156482.779178
  nChanged 21
		SP:Iteration 26Q (64768.340000 sec): 3 clusters
  Score: Raw -158862.996535 + Penalty 2348.044857 = -156514.951678
  nChanged 13
		SP:Iteration 27Q (64768.370000 sec): 3 clusters
  Score: Raw -158876.630884 + Penalty 2348.044857 = -156528.586027
  nChanged 6
		SP:Iteration 28Q (64768.390000 sec): 3 clusters
  Score: Raw -158884.413104 + Penalty 2348.044857 = -156536.368247
  nChanged 7
		SP:Iteration 29Q (64768.410000 sec): 3 clusters
  Score: Raw -158892.157587 + Penalty 2348.044857 = -156544.112730
  nChanged 9
		SP:Iteration 30Q (64768.440000 sec): 3 clusters
  Score: Raw -158902.511928 + Penalty 2348.044857 = -156554.467071
  nChanged 8
		SP:Iteration 31Q (64768.460000 sec): 3 clusters
  Score: Raw -158910.142149 + Penalty 2348.044857 = -156562.097292
  nChanged 7
		SP:Iteration 32Q (64768.490000 sec): 3 clusters
  Score: Raw -158913.849841 + Penalty 2348.044857 = -156565.804984
  nChanged 2
		SP:Iteration 33Q (64768.510000 sec): 3 clusters
  Score: Raw -158915.528329 + Penalty 2348.044857 = -156567.483472
  nChanged 4
		SP:Iteration 34Q (64768.530000 sec): 3 clusters
  Score: Raw -158917.980009 + Penalty 2348.044857 = -156569.935152
  nChanged 2
		SP:Iteration 35Q (64768.560000 sec): 3 clusters
  Score: Raw -158918.491581 + Penalty 2348.044857 = -156570.446725
  nChanged 1
		SP:Iteration 36Q (64768.580000 sec): 3 clusters
  Score: Raw -158918.813933 + Penalty 2348.044857 = -156570.769076
  nChanged 0
		SP:Iteration 37F (64768.610000 sec): 3 clusters
  Score: Raw -158918.813933 + Penalty 2348.044857 = -156570.769076
  nChanged 0
  Score: Raw -119159572.754776 + Penalty 267793.654333 = -118891779.100443

Splitting cluster 106 changes total score from -118876429.122902 to -118891779.100443

 So it's getting split into cluster 119.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 107 (5383 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65128.800000 sec): 2 clusters
  Score: Raw -664136.262619 + Penalty 1396.037682 = -662740.224937
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65128.930000 sec): 3 clusters
  Score: Raw -661332.645723 + Penalty 2792.075364 = -658540.570360
  nChanged 2196
		SP:Iteration 1F (65129.020000 sec): 3 clusters
  Score: Raw -662489.628334 + Penalty 2792.075364 = -659697.552970
  nChanged 387
		SP:Iteration 2F (65129.110000 sec): 3 clusters
  Score: Raw -662708.954371 + Penalty 2792.075364 = -659916.879008
  nChanged 323
		SP:Iteration 3F (65129.210000 sec): 3 clusters
  Score: Raw -662889.575691 + Penalty 2792.075364 = -660097.500328
  nChanged 301
		SP:Iteration 4F (65129.300000 sec): 3 clusters
  Score: Raw -663105.360752 + Penalty 2792.075364 = -660313.285389
  nChanged 341
		SP:Iteration 5F (65129.390000 sec): 3 clusters
  Score: Raw -663371.655320 + Penalty 2792.075364 = -660579.579956
  nChanged 353
		SP:Iteration 6F (65129.480000 sec): 3 clusters
  Score: Raw -663644.880052 + Penalty 2792.075364 = -660852.804689
  nChanged 280
		SP:Iteration 7F (65129.570000 sec): 3 clusters
  Score: Raw -663862.749454 + Penalty 2792.075364 = -661070.674090
  nChanged 221
		SP:Iteration 8Q (65129.670000 sec): 3 clusters
  Score: Raw -664013.208405 + Penalty 2792.075364 = -661221.133041
  nChanged 149
		SP:Iteration 9Q (65129.760000 sec): 3 clusters
  Score: Raw -664098.748949 + Penalty 2792.075364 = -661306.673585
  nChanged 104
		SP:Iteration 10Q (65129.850000 sec): 3 clusters
  Score: Raw -664156.459847 + Penalty 2792.075364 = -661364.384484
  nChanged 82
		SP:Iteration 11Q (65129.950000 sec): 3 clusters
  Score: Raw -664196.831043 + Penalty 2792.075364 = -661404.755680
  nChanged 66
		SP:Iteration 12Q (65130.040000 sec): 3 clusters
  Score: Raw -664226.622355 + Penalty 2792.075364 = -661434.546992
  nChanged 58
		SP:Iteration 13Q (65130.130000 sec): 3 clusters
  Score: Raw -664252.642596 + Penalty 2792.075364 = -661460.567232
  nChanged 53
		SP:Iteration 14Q (65130.220000 sec): 3 clusters
  Score: Raw -664276.950124 + Penalty 2792.075364 = -661484.874760
  nChanged 41
		SP:Iteration 15Q (65130.310000 sec): 3 clusters
  Score: Raw -664295.406415 + Penalty 2792.075364 = -661503.331052
  nChanged 24
		SP:Iteration 16Q (65130.410000 sec): 3 clusters
  Score: Raw -664305.360699 + Penalty 2792.075364 = -661513.285336
  nChanged 27
		SP:Iteration 17Q (65130.500000 sec): 3 clusters
  Score: Raw -664316.198806 + Penalty 2792.075364 = -661524.123443
  nChanged 15
		SP:Iteration 18Q (65130.590000 sec): 3 clusters
  Score: Raw -664321.907000 + Penalty 2792.075364 = -661529.831636
  nChanged 22
		SP:Iteration 19Q (65130.680000 sec): 3 clusters
  Score: Raw -664330.707910 + Penalty 2792.075364 = -661538.632546
  nChanged 18
		SP:Iteration 20F (65130.780000 sec): 3 clusters
  Score: Raw -664338.043416 + Penalty 2792.075364 = -661545.968053
  nChanged 16
		SP:Iteration 21Q (65130.870000 sec): 3 clusters
  Score: Raw -664344.798645 + Penalty 2792.075364 = -661552.723282
  nChanged 11
		SP:Iteration 22Q (65130.960000 sec): 3 clusters
  Score: Raw -664347.781594 + Penalty 2792.075364 = -661555.706230
  nChanged 8
		SP:Iteration 23Q (65131.050000 sec): 3 clusters
  Score: Raw -664350.334978 + Penalty 2792.075364 = -661558.259615
  nChanged 4
		SP:Iteration 24Q (65131.150000 sec): 3 clusters
  Score: Raw -664351.015597 + Penalty 2792.075364 = -661558.940234
  nChanged 3
		SP:Iteration 25Q (65131.230000 sec): 3 clusters
  Score: Raw -664351.883816 + Penalty 2792.075364 = -661559.808453
  nChanged 5
		SP:Iteration 26Q (65131.330000 sec): 3 clusters
  Score: Raw -664353.062734 + Penalty 2792.075364 = -661560.987370
  nChanged 5
		SP:Iteration 27Q (65131.420000 sec): 3 clusters
  Score: Raw -664355.191769 + Penalty 2792.075364 = -661563.116405
  nChanged 7
		SP:Iteration 28Q (65131.510000 sec): 3 clusters
  Score: Raw -664357.447627 + Penalty 2792.075364 = -661565.372263
  nChanged 8
		SP:Iteration 29Q (65131.600000 sec): 3 clusters
  Score: Raw -664360.501915 + Penalty 2792.075364 = -661568.426552
  nChanged 11
		SP:Iteration 30Q (65131.690000 sec): 3 clusters
  Score: Raw -664363.534183 + Penalty 2792.075364 = -661571.458819
  nChanged 7
		SP:Iteration 31Q (65131.790000 sec): 3 clusters
  Score: Raw -664366.879637 + Penalty 2792.075364 = -661574.804273
  nChanged 7
		SP:Iteration 32Q (65131.880000 sec): 3 clusters
  Score: Raw -664369.875333 + Penalty 2792.075364 = -661577.799970
  nChanged 7
		SP:Iteration 33Q (65131.970000 sec): 3 clusters
  Score: Raw -664372.261134 + Penalty 2792.075364 = -661580.185771
  nChanged 5
		SP:Iteration 34Q (65132.060000 sec): 3 clusters
  Score: Raw -664374.720827 + Penalty 2792.075364 = -661582.645464
  nChanged 5
		SP:Iteration 35Q (65132.150000 sec): 3 clusters
  Score: Raw -664376.015476 + Penalty 2792.075364 = -661583.940113
  nChanged 3
		SP:Iteration 36Q (65132.240000 sec): 3 clusters
  Score: Raw -664376.915115 + Penalty 2792.075364 = -661584.839752
  nChanged 4
		SP:Iteration 37Q (65132.330000 sec): 3 clusters
  Score: Raw -664378.350169 + Penalty 2792.075364 = -661586.274805
  nChanged 4
		SP:Iteration 38Q (65132.430000 sec): 3 clusters
  Score: Raw -664379.507284 + Penalty 2792.075364 = -661587.431920
  nChanged 4
		SP:Iteration 39Q (65132.520000 sec): 3 clusters
  Score: Raw -664380.740218 + Penalty 2792.075364 = -661588.664855
  nChanged 2
		SP:Iteration 40F (65132.610000 sec): 3 clusters
  Score: Raw -664381.588262 + Penalty 2792.075364 = -661589.512898
  nChanged 2
		SP:Iteration 41Q (65132.700000 sec): 3 clusters
  Score: Raw -664382.377399 + Penalty 2792.075364 = -661590.302036
  nChanged 2
		SP:Iteration 42Q (65132.790000 sec): 3 clusters
  Score: Raw -664383.003707 + Penalty 2792.075364 = -661590.928343
  nChanged 2
		SP:Iteration 43Q (65132.890000 sec): 3 clusters
  Score: Raw -664383.455517 + Penalty 2792.075364 = -661591.380153
  nChanged 0
		SP:Iteration 44F (65132.980000 sec): 3 clusters
  Score: Raw -664383.455517 + Penalty 2792.075364 = -661591.380153
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 108 (799 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65133.040000 sec): 2 clusters
  Score: Raw -80428.795631 + Penalty 1086.046154 = -79342.749477
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65133.050000 sec): 3 clusters
  Score: Raw -80197.661444 + Penalty 2172.092307 = -78025.569137
  nChanged 239
		SP:Iteration 1F (65133.070000 sec): 3 clusters
  Score: Raw -80490.439806 + Penalty 2172.092307 = -78318.347498
  nChanged 69
		SP:Iteration 2F (65133.090000 sec): 3 clusters
  Score: Raw -80606.549201 + Penalty 2172.092307 = -78434.456894
  nChanged 43
		SP:Iteration 3F (65133.100000 sec): 3 clusters
  Score: Raw -80697.268726 + Penalty 2172.092307 = -78525.176419
  nChanged 34
		SP:Iteration 4Q (65133.110000 sec): 3 clusters
  Score: Raw -80755.878484 + Penalty 2172.092307 = -78583.786177
  nChanged 25
		SP:Iteration 5Q (65133.130000 sec): 3 clusters
  Score: Raw -80796.568205 + Penalty 2172.092307 = -78624.475897
  nChanged 20
		SP:Iteration 6Q (65133.140000 sec): 3 clusters
  Score: Raw -80830.546791 + Penalty 2172.092307 = -78658.454484
  nChanged 19
		SP:Iteration 7Q (65133.160000 sec): 3 clusters
  Score: Raw -80859.445095 + Penalty 2172.092307 = -78687.352788
  nChanged 14
		SP:Iteration 8Q (65133.170000 sec): 3 clusters
  Score: Raw -80889.933501 + Penalty 2172.092307 = -78717.841194
  nChanged 14
		SP:Iteration 9Q (65133.190000 sec): 3 clusters
  Score: Raw -80930.717303 + Penalty 2172.092307 = -78758.624996
  nChanged 14
		SP:Iteration 10Q (65133.200000 sec): 3 clusters
  Score: Raw -80965.226321 + Penalty 2172.092307 = -78793.134013
  nChanged 14
		SP:Iteration 11Q (65133.220000 sec): 3 clusters
  Score: Raw -81000.234092 + Penalty 2172.092307 = -78828.141784
  nChanged 18
		SP:Iteration 12Q (65133.230000 sec): 3 clusters
  Score: Raw -81029.154260 + Penalty 2172.092307 = -78857.061952
  nChanged 14
		SP:Iteration 13Q (65133.250000 sec): 3 clusters
  Score: Raw -81048.692458 + Penalty 2172.092307 = -78876.600150
  nChanged 9
		SP:Iteration 14Q (65133.260000 sec): 3 clusters
  Score: Raw -81063.683896 + Penalty 2172.092307 = -78891.591588
  nChanged 10
		SP:Iteration 15Q (65133.280000 sec): 3 clusters
  Score: Raw -81078.097780 + Penalty 2172.092307 = -78906.005473
  nChanged 6
		SP:Iteration 16Q (65133.290000 sec): 3 clusters
  Score: Raw -81082.886068 + Penalty 2172.092307 = -78910.793761
  nChanged 2
		SP:Iteration 17Q (65133.310000 sec): 3 clusters
  Score: Raw -81085.456621 + Penalty 2172.092307 = -78913.364314
  nChanged 1
		SP:Iteration 18Q (65133.320000 sec): 3 clusters
  Score: Raw -81085.792723 + Penalty 2172.092307 = -78913.700416
  nChanged 1
		SP:Iteration 19Q (65133.340000 sec): 3 clusters
  Score: Raw -81086.685631 + Penalty 2172.092307 = -78914.593324
  nChanged 2
		SP:Iteration 20F (65133.350000 sec): 3 clusters
  Score: Raw -81091.698378 + Penalty 2172.092307 = -78919.606071
  nChanged 2
		SP:Iteration 21Q (65133.370000 sec): 3 clusters
  Score: Raw -81093.866646 + Penalty 2172.092307 = -78921.774339
  nChanged 1
		SP:Iteration 22Q (65133.380000 sec): 3 clusters
  Score: Raw -81094.434330 + Penalty 2172.092307 = -78922.342023
  nChanged 0
		SP:Iteration 23F (65133.400000 sec): 3 clusters
  Score: Raw -81094.434330 + Penalty 2172.092307 = -78922.342023
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 109 (2960 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65133.470000 sec): 2 clusters
  Score: Raw -329120.950728 + Penalty 1298.853489 = -327822.097239
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65133.530000 sec): 3 clusters
  Score: Raw -327722.395467 + Penalty 2597.706978 = -325124.688489
  nChanged 1112
		SP:Iteration 1F (65133.580000 sec): 3 clusters
  Score: Raw -328445.693862 + Penalty 2597.706978 = -325847.986884
  nChanged 282
		SP:Iteration 2F (65133.630000 sec): 3 clusters
  Score: Raw -328679.350362 + Penalty 2597.706978 = -326081.643384
  nChanged 181
		SP:Iteration 3F (65133.690000 sec): 3 clusters
  Score: Raw -328817.755723 + Penalty 2597.706978 = -326220.048745
  nChanged 136
		SP:Iteration 4Q (65133.740000 sec): 3 clusters
  Score: Raw -328904.597256 + Penalty 2597.706978 = -326306.890278
  nChanged 90
		SP:Iteration 5Q (65133.790000 sec): 3 clusters
  Score: Raw -328972.208076 + Penalty 2597.706978 = -326374.501098
  nChanged 92
		SP:Iteration 6Q (65133.850000 sec): 3 clusters
  Score: Raw -329033.728413 + Penalty 2597.706978 = -326436.021435
  nChanged 69
		SP:Iteration 7Q (65133.900000 sec): 3 clusters
  Score: Raw -329080.615170 + Penalty 2597.706978 = -326482.908193
  nChanged 50
		SP:Iteration 8Q (65133.950000 sec): 3 clusters
  Score: Raw -329118.822620 + Penalty 2597.706978 = -326521.115642
  nChanged 52
		SP:Iteration 9Q (65134.010000 sec): 3 clusters
  Score: Raw -329159.738570 + Penalty 2597.706978 = -326562.031592
  nChanged 49
		SP:Iteration 10Q (65134.060000 sec): 3 clusters
  Score: Raw -329192.873517 + Penalty 2597.706978 = -326595.166539
  nChanged 56
		SP:Iteration 11Q (65134.120000 sec): 3 clusters
  Score: Raw -329227.292140 + Penalty 2597.706978 = -326629.585162
  nChanged 49
		SP:Iteration 12Q (65134.170000 sec): 3 clusters
  Score: Raw -329258.527004 + Penalty 2597.706978 = -326660.820026
  nChanged 55
		SP:Iteration 13Q (65134.230000 sec): 3 clusters
  Score: Raw -329292.601932 + Penalty 2597.706978 = -326694.894954
  nChanged 55
		SP:Iteration 14Q (65134.280000 sec): 3 clusters
  Score: Raw -329322.867007 + Penalty 2597.706978 = -326725.160029
  nChanged 47
		SP:Iteration 15Q (65134.330000 sec): 3 clusters
  Score: Raw -329346.770340 + Penalty 2597.706978 = -326749.063362
  nChanged 29
		SP:Iteration 16Q (65134.390000 sec): 3 clusters
  Score: Raw -329358.775853 + Penalty 2597.706978 = -326761.068875
  nChanged 19
		SP:Iteration 17Q (65134.440000 sec): 3 clusters
  Score: Raw -329368.963369 + Penalty 2597.706978 = -326771.256391
  nChanged 19
		SP:Iteration 18Q (65134.490000 sec): 3 clusters
  Score: Raw -329378.104933 + Penalty 2597.706978 = -326780.397955
  nChanged 17
		SP:Iteration 19Q (65134.550000 sec): 3 clusters
  Score: Raw -329386.011267 + Penalty 2597.706978 = -326788.304289
  nChanged 11
		SP:Iteration 20F (65134.600000 sec): 3 clusters
  Score: Raw -329391.175999 + Penalty 2597.706978 = -326793.469021
  nChanged 15
		SP:Iteration 21Q (65134.650000 sec): 3 clusters
  Score: Raw -329397.885367 + Penalty 2597.706978 = -326800.178389
  nChanged 12
		SP:Iteration 22Q (65134.710000 sec): 3 clusters
  Score: Raw -329401.376204 + Penalty 2597.706978 = -326803.669226
  nChanged 6
		SP:Iteration 23Q (65134.760000 sec): 3 clusters
  Score: Raw -329405.535045 + Penalty 2597.706978 = -326807.828067
  nChanged 9
		SP:Iteration 24Q (65134.810000 sec): 3 clusters
  Score: Raw -329408.936158 + Penalty 2597.706978 = -326811.229180
  nChanged 9
		SP:Iteration 25Q (65134.870000 sec): 3 clusters
  Score: Raw -329412.718202 + Penalty 2597.706978 = -326815.011225
  nChanged 7
		SP:Iteration 26Q (65134.920000 sec): 3 clusters
  Score: Raw -329417.487185 + Penalty 2597.706978 = -326819.780208
  nChanged 7
		SP:Iteration 27Q (65134.970000 sec): 3 clusters
  Score: Raw -329419.828149 + Penalty 2597.706978 = -326822.121171
  nChanged 3
		SP:Iteration 28Q (65135.020000 sec): 3 clusters
  Score: Raw -329420.931912 + Penalty 2597.706978 = -326823.224934
  nChanged 1
		SP:Iteration 29Q (65135.080000 sec): 3 clusters
  Score: Raw -329421.695631 + Penalty 2597.706978 = -326823.988654
  nChanged 1
		SP:Iteration 30Q (65135.130000 sec): 3 clusters
  Score: Raw -329422.097257 + Penalty 2597.706978 = -326824.390279
  nChanged 0
		SP:Iteration 31F (65135.190000 sec): 3 clusters
  Score: Raw -329422.097257 + Penalty 2597.706978 = -326824.390279
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 110 (1969 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65135.250000 sec): 2 clusters
  Score: Raw -218999.639126 + Penalty 1232.608175 = -217767.030951
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65135.290000 sec): 3 clusters
  Score: Raw -218206.472584 + Penalty 2465.216351 = -215741.256234
  nChanged 680
		SP:Iteration 1F (65135.320000 sec): 3 clusters
  Score: Raw -218853.155056 + Penalty 2465.216351 = -216387.938706
  nChanged 209
		SP:Iteration 2F (65135.360000 sec): 3 clusters
  Score: Raw -219101.890001 + Penalty 2465.216351 = -216636.673650
  nChanged 142
		SP:Iteration 3F (65135.390000 sec): 3 clusters
  Score: Raw -219236.347625 + Penalty 2465.216351 = -216771.131274
  nChanged 83
		SP:Iteration 4Q (65135.430000 sec): 3 clusters
  Score: Raw -219334.049802 + Penalty 2465.216351 = -216868.833451
  nChanged 83
		SP:Iteration 5Q (65135.470000 sec): 3 clusters
  Score: Raw -219428.737112 + Penalty 2465.216351 = -216963.520762
  nChanged 52
		SP:Iteration 6Q (65135.500000 sec): 3 clusters
  Score: Raw -219479.101400 + Penalty 2465.216351 = -217013.885049
  nChanged 44
		SP:Iteration 7Q (65135.540000 sec): 3 clusters
  Score: Raw -219526.007247 + Penalty 2465.216351 = -217060.790897
  nChanged 41
		SP:Iteration 8Q (65135.570000 sec): 3 clusters
  Score: Raw -219581.478437 + Penalty 2465.216351 = -217116.262086
  nChanged 47
		SP:Iteration 9Q (65135.610000 sec): 3 clusters
  Score: Raw -219631.154583 + Penalty 2465.216351 = -217165.938233
  nChanged 29
		SP:Iteration 10Q (65135.640000 sec): 3 clusters
  Score: Raw -219669.603479 + Penalty 2465.216351 = -217204.387129
  nChanged 32
		SP:Iteration 11Q (65135.680000 sec): 3 clusters
  Score: Raw -219708.150000 + Penalty 2465.216351 = -217242.933649
  nChanged 31
		SP:Iteration 12Q (65135.710000 sec): 3 clusters
  Score: Raw -219737.624963 + Penalty 2465.216351 = -217272.408612
  nChanged 26
		SP:Iteration 13Q (65135.750000 sec): 3 clusters
  Score: Raw -219764.981743 + Penalty 2465.216351 = -217299.765392
  nChanged 32
		SP:Iteration 14Q (65135.780000 sec): 3 clusters
  Score: Raw -219795.647856 + Penalty 2465.216351 = -217330.431506
  nChanged 13
		SP:Iteration 15Q (65135.820000 sec): 3 clusters
  Score: Raw -219805.033819 + Penalty 2465.216351 = -217339.817468
  nChanged 12
		SP:Iteration 16Q (65135.850000 sec): 3 clusters
  Score: Raw -219818.467482 + Penalty 2465.216351 = -217353.251131
  nChanged 10
		SP:Iteration 17Q (65135.890000 sec): 3 clusters
  Score: Raw -219825.829154 + Penalty 2465.216351 = -217360.612803
  nChanged 7
		SP:Iteration 18Q (65135.920000 sec): 3 clusters
  Score: Raw -219830.768389 + Penalty 2465.216351 = -217365.552038
  nChanged 8
		SP:Iteration 19Q (65135.950000 sec): 3 clusters
  Score: Raw -219835.670228 + Penalty 2465.216351 = -217370.453878
  nChanged 6
		SP:Iteration 20F (65135.990000 sec): 3 clusters
  Score: Raw -219839.283505 + Penalty 2465.216351 = -217374.067155
  nChanged 5
		SP:Iteration 21Q (65136.030000 sec): 3 clusters
  Score: Raw -219841.026899 + Penalty 2465.216351 = -217375.810548
  nChanged 4
		SP:Iteration 22Q (65136.060000 sec): 3 clusters
  Score: Raw -219843.334548 + Penalty 2465.216351 = -217378.118197
  nChanged 2
		SP:Iteration 23Q (65136.090000 sec): 3 clusters
  Score: Raw -219844.338643 + Penalty 2465.216351 = -217379.122293
  nChanged 3
		SP:Iteration 24Q (65136.130000 sec): 3 clusters
  Score: Raw -219845.745543 + Penalty 2465.216351 = -217380.529193
  nChanged 2
		SP:Iteration 25Q (65136.160000 sec): 3 clusters
  Score: Raw -219846.205663 + Penalty 2465.216351 = -217380.989312
  nChanged 4
		SP:Iteration 26Q (65136.200000 sec): 3 clusters
  Score: Raw -219847.666622 + Penalty 2465.216351 = -217382.450271
  nChanged 2
		SP:Iteration 27Q (65136.240000 sec): 3 clusters
  Score: Raw -219848.716308 + Penalty 2465.216351 = -217383.499958
  nChanged 2
		SP:Iteration 28Q (65136.270000 sec): 3 clusters
  Score: Raw -219849.564261 + Penalty 2465.216351 = -217384.347910
  nChanged 2
		SP:Iteration 29Q (65136.310000 sec): 3 clusters
  Score: Raw -219850.542711 + Penalty 2465.216351 = -217385.326361
  nChanged 2
		SP:Iteration 30Q (65136.340000 sec): 3 clusters
  Score: Raw -219851.033915 + Penalty 2465.216351 = -217385.817565
  nChanged 2
		SP:Iteration 31Q (65136.370000 sec): 3 clusters
  Score: Raw -219851.809201 + Penalty 2465.216351 = -217386.592851
  nChanged 1
		SP:Iteration 32Q (65136.410000 sec): 3 clusters
  Score: Raw -219852.028092 + Penalty 2465.216351 = -217386.811742
  nChanged 0
		SP:Iteration 33F (65136.450000 sec): 3 clusters
  Score: Raw -219852.028092 + Penalty 2465.216351 = -217386.811742
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 111 (1370 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65136.510000 sec): 2 clusters
  Score: Raw -137951.140331 + Penalty 1173.666978 = -136777.473353
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65136.530000 sec): 3 clusters
  Score: Raw -137483.638843 + Penalty 2347.333956 = -135136.304887
  nChanged 475
		SP:Iteration 1F (65136.560000 sec): 3 clusters
  Score: Raw -137936.539628 + Penalty 2347.333956 = -135589.205672
  nChanged 111
		SP:Iteration 2F (65136.580000 sec): 3 clusters
  Score: Raw -138042.362884 + Penalty 2347.333956 = -135695.028928
  nChanged 53
		SP:Iteration 3Q (65136.610000 sec): 3 clusters
  Score: Raw -138115.521045 + Penalty 2347.333956 = -135768.187089
  nChanged 58
		SP:Iteration 4Q (65136.630000 sec): 3 clusters
  Score: Raw -138185.063856 + Penalty 2347.333956 = -135837.729900
  nChanged 55
		SP:Iteration 5Q (65136.660000 sec): 3 clusters
  Score: Raw -138262.913729 + Penalty 2347.333956 = -135915.579773
  nChanged 50
		SP:Iteration 6Q (65136.680000 sec): 3 clusters
  Score: Raw -138316.355990 + Penalty 2347.333956 = -135969.022033
  nChanged 28
		SP:Iteration 7Q (65136.710000 sec): 3 clusters
  Score: Raw -138340.030809 + Penalty 2347.333956 = -135992.696853
  nChanged 19
		SP:Iteration 8Q (65136.730000 sec): 3 clusters
  Score: Raw -138356.046443 + Penalty 2347.333956 = -136008.712487
  nChanged 22
		SP:Iteration 9Q (65136.760000 sec): 3 clusters
  Score: Raw -138372.973553 + Penalty 2347.333956 = -136025.639597
  nChanged 18
		SP:Iteration 10Q (65136.790000 sec): 3 clusters
  Score: Raw -138383.881738 + Penalty 2347.333956 = -136036.547782
  nChanged 10
		SP:Iteration 11Q (65136.810000 sec): 3 clusters
  Score: Raw -138393.913938 + Penalty 2347.333956 = -136046.579982
  nChanged 12
		SP:Iteration 12Q (65136.830000 sec): 3 clusters
  Score: Raw -138401.924502 + Penalty 2347.333956 = -136054.590545
  nChanged 8
		SP:Iteration 13Q (65136.860000 sec): 3 clusters
  Score: Raw -138405.562540 + Penalty 2347.333956 = -136058.228584
  nChanged 4
		SP:Iteration 14Q (65136.890000 sec): 3 clusters
  Score: Raw -138409.637462 + Penalty 2347.333956 = -136062.303505
  nChanged 5
		SP:Iteration 15Q (65136.910000 sec): 3 clusters
  Score: Raw -138411.484664 + Penalty 2347.333956 = -136064.150708
  nChanged 0
		SP:Iteration 16F (65136.930000 sec): 3 clusters
  Score: Raw -138411.484664 + Penalty 2347.333956 = -136064.150708
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 112 (1211 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65136.990000 sec): 2 clusters
  Score: Raw -137987.029076 + Penalty 1153.620283 = -136833.408793
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65137.010000 sec): 3 clusters
  Score: Raw -137549.308756 + Penalty 2307.240567 = -135242.068190
  nChanged 385
		SP:Iteration 1F (65137.030000 sec): 3 clusters
  Score: Raw -137906.829183 + Penalty 2307.240567 = -135599.588616
  nChanged 104
		SP:Iteration 2F (65137.060000 sec): 3 clusters
  Score: Raw -138029.777772 + Penalty 2307.240567 = -135722.537205
  nChanged 72
		SP:Iteration 3F (65137.080000 sec): 3 clusters
  Score: Raw -138140.740117 + Penalty 2307.240567 = -135833.499550
  nChanged 54
		SP:Iteration 4Q (65137.110000 sec): 3 clusters
  Score: Raw -138228.088956 + Penalty 2307.240567 = -135920.848390
  nChanged 35
		SP:Iteration 5Q (65137.130000 sec): 3 clusters
  Score: Raw -138296.739023 + Penalty 2307.240567 = -135989.498456
  nChanged 50
		SP:Iteration 6Q (65137.150000 sec): 3 clusters
  Score: Raw -138368.818282 + Penalty 2307.240567 = -136061.577715
  nChanged 35
		SP:Iteration 7Q (65137.170000 sec): 3 clusters
  Score: Raw -138416.433888 + Penalty 2307.240567 = -136109.193322
  nChanged 31
		SP:Iteration 8Q (65137.190000 sec): 3 clusters
  Score: Raw -138447.185404 + Penalty 2307.240567 = -136139.944838
  nChanged 4
		SP:Iteration 9Q (65137.220000 sec): 3 clusters
  Score: Raw -138449.969055 + Penalty 2307.240567 = -136142.728489
  nChanged 0
		SP:Iteration 10F (65137.240000 sec): 3 clusters
  Score: Raw -138449.969055 + Penalty 2307.240567 = -136142.728489
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 113 (3897 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65137.320000 sec): 2 clusters
  Score: Raw -449810.608751 + Penalty 1343.543875 = -448467.064876
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65137.390000 sec): 3 clusters
  Score: Raw -447843.972391 + Penalty 2687.087749 = -445156.884641
  nChanged 1540
		SP:Iteration 1F (65137.470000 sec): 3 clusters
  Score: Raw -448771.702125 + Penalty 2687.087749 = -446084.614376
  nChanged 328
		SP:Iteration 2F (65137.540000 sec): 3 clusters
  Score: Raw -449016.576878 + Penalty 2687.087749 = -446329.489128
  nChanged 276
		SP:Iteration 3F (65137.610000 sec): 3 clusters
  Score: Raw -449242.400159 + Penalty 2687.087749 = -446555.312410
  nChanged 227
		SP:Iteration 4F (65137.680000 sec): 3 clusters
  Score: Raw -449437.193686 + Penalty 2687.087749 = -446750.105937
  nChanged 229
		SP:Iteration 5F (65137.750000 sec): 3 clusters
  Score: Raw -449624.390214 + Penalty 2687.087749 = -446937.302465
  nChanged 190
		SP:Iteration 6Q (65137.820000 sec): 3 clusters
  Score: Raw -449801.436071 + Penalty 2687.087749 = -447114.348322
  nChanged 191
		SP:Iteration 7Q (65137.890000 sec): 3 clusters
  Score: Raw -449956.097120 + Penalty 2687.087749 = -447269.009371
  nChanged 154
		SP:Iteration 8Q (65137.960000 sec): 3 clusters
  Score: Raw -450071.382307 + Penalty 2687.087749 = -447384.294558
  nChanged 135
		SP:Iteration 9Q (65138.030000 sec): 3 clusters
  Score: Raw -450180.043705 + Penalty 2687.087749 = -447492.955956
  nChanged 102
		SP:Iteration 10Q (65138.100000 sec): 3 clusters
  Score: Raw -450248.556805 + Penalty 2687.087749 = -447561.469055
  nChanged 76
		SP:Iteration 11Q (65138.170000 sec): 3 clusters
  Score: Raw -450281.207322 + Penalty 2687.087749 = -447594.119573
  nChanged 48
		SP:Iteration 12Q (65138.240000 sec): 3 clusters
  Score: Raw -450300.797629 + Penalty 2687.087749 = -447613.709880
  nChanged 37
		SP:Iteration 13Q (65138.310000 sec): 3 clusters
  Score: Raw -450317.188849 + Penalty 2687.087749 = -447630.101100
  nChanged 42
		SP:Iteration 14Q (65138.380000 sec): 3 clusters
  Score: Raw -450333.740099 + Penalty 2687.087749 = -447646.652350
  nChanged 35
		SP:Iteration 15Q (65138.450000 sec): 3 clusters
  Score: Raw -450345.981861 + Penalty 2687.087749 = -447658.894111
  nChanged 22
		SP:Iteration 16Q (65138.520000 sec): 3 clusters
  Score: Raw -450353.814892 + Penalty 2687.087749 = -447666.727143
  nChanged 31
		SP:Iteration 17Q (65138.590000 sec): 3 clusters
  Score: Raw -450364.209890 + Penalty 2687.087749 = -447677.122141
  nChanged 21
		SP:Iteration 18Q (65138.660000 sec): 3 clusters
  Score: Raw -450370.045577 + Penalty 2687.087749 = -447682.957828
  nChanged 9
		SP:Iteration 19Q (65138.730000 sec): 3 clusters
  Score: Raw -450372.401597 + Penalty 2687.087749 = -447685.313848
  nChanged 6
		SP:Iteration 20F (65138.800000 sec): 3 clusters
  Score: Raw -450374.126199 + Penalty 2687.087749 = -447687.038449
  nChanged 6
		SP:Iteration 21Q (65138.870000 sec): 3 clusters
  Score: Raw -450376.035712 + Penalty 2687.087749 = -447688.947962
  nChanged 7
		SP:Iteration 22Q (65138.940000 sec): 3 clusters
  Score: Raw -450377.988239 + Penalty 2687.087749 = -447690.900490
  nChanged 5
		SP:Iteration 23Q (65139.000000 sec): 3 clusters
  Score: Raw -450379.959081 + Penalty 2687.087749 = -447692.871331
  nChanged 9
		SP:Iteration 24Q (65139.080000 sec): 3 clusters
  Score: Raw -450381.896371 + Penalty 2687.087749 = -447694.808622
  nChanged 4
		SP:Iteration 25Q (65139.140000 sec): 3 clusters
  Score: Raw -450383.323986 + Penalty 2687.087749 = -447696.236237
  nChanged 7
		SP:Iteration 26Q (65139.220000 sec): 3 clusters
  Score: Raw -450385.124956 + Penalty 2687.087749 = -447698.037207
  nChanged 11
		SP:Iteration 27Q (65139.280000 sec): 3 clusters
  Score: Raw -450388.049960 + Penalty 2687.087749 = -447700.962211
  nChanged 7
		SP:Iteration 28Q (65139.360000 sec): 3 clusters
  Score: Raw -450390.296161 + Penalty 2687.087749 = -447703.208411
  nChanged 7
		SP:Iteration 29Q (65139.420000 sec): 3 clusters
  Score: Raw -450392.471387 + Penalty 2687.087749 = -447705.383637
  nChanged 6
		SP:Iteration 30Q (65139.490000 sec): 3 clusters
  Score: Raw -450394.498542 + Penalty 2687.087749 = -447707.410793
  nChanged 6
		SP:Iteration 31Q (65139.560000 sec): 3 clusters
  Score: Raw -450395.965303 + Penalty 2687.087749 = -447708.877554
  nChanged 5
		SP:Iteration 32Q (65139.630000 sec): 3 clusters
  Score: Raw -450397.124616 + Penalty 2687.087749 = -447710.036867
  nChanged 3
		SP:Iteration 33Q (65139.700000 sec): 3 clusters
  Score: Raw -450398.715294 + Penalty 2687.087749 = -447711.627544
  nChanged 1
		SP:Iteration 34Q (65139.770000 sec): 3 clusters
  Score: Raw -450398.961460 + Penalty 2687.087749 = -447711.873711
  nChanged 2
		SP:Iteration 35Q (65139.840000 sec): 3 clusters
  Score: Raw -450399.385003 + Penalty 2687.087749 = -447712.297254
  nChanged 1
		SP:Iteration 36Q (65139.910000 sec): 3 clusters
  Score: Raw -450399.531660 + Penalty 2687.087749 = -447712.443911
  nChanged 0
		SP:Iteration 37F (65139.980000 sec): 3 clusters
  Score: Raw -450399.531660 + Penalty 2687.087749 = -447712.443911
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 114 (9992 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65140.100000 sec): 2 clusters
  Score: Raw -1178742.443437 + Penalty 1496.550258 = -1177245.893178
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65140.280000 sec): 3 clusters
  Score: Raw -1173083.827095 + Penalty 2993.100517 = -1170090.726579
  nChanged 4410
		SP:Iteration 1F (65140.420000 sec): 3 clusters
  Score: Raw -1175431.069922 + Penalty 2993.100517 = -1172437.969406
  nChanged 667
		SP:Iteration 2F (65140.550000 sec): 3 clusters
  Score: Raw -1175788.109907 + Penalty 2993.100517 = -1172795.009390
  nChanged 649
		SP:Iteration 3F (65140.700000 sec): 3 clusters
  Score: Raw -1176125.551959 + Penalty 2993.100517 = -1173132.451442
  nChanged 578
		SP:Iteration 4F (65140.880000 sec): 3 clusters
  Score: Raw -1176415.412921 + Penalty 2993.100517 = -1173422.312405
  nChanged 494
		SP:Iteration 5Q (65141.020000 sec): 3 clusters
  Score: Raw -1176671.289961 + Penalty 2993.100517 = -1173678.189444
  nChanged 460
		SP:Iteration 6Q (65141.170000 sec): 3 clusters
  Score: Raw -1176904.097919 + Penalty 2993.100517 = -1173910.997402
  nChanged 401
		SP:Iteration 7Q (65141.340000 sec): 3 clusters
  Score: Raw -1177096.590715 + Penalty 2993.100517 = -1174103.490198
  nChanged 346
		SP:Iteration 8Q (65141.480000 sec): 3 clusters
  Score: Raw -1177235.257520 + Penalty 2993.100517 = -1174242.157003
  nChanged 285
		SP:Iteration 9Q (65141.620000 sec): 3 clusters
  Score: Raw -1177330.872527 + Penalty 2993.100517 = -1174337.772010
  nChanged 234
		SP:Iteration 10Q (65141.800000 sec): 3 clusters
  Score: Raw -1177408.839620 + Penalty 2993.100517 = -1174415.739104
  nChanged 191
		SP:Iteration 11Q (65141.940000 sec): 3 clusters
  Score: Raw -1177468.687872 + Penalty 2993.100517 = -1174475.587355
  nChanged 173
		SP:Iteration 12Q (65142.080000 sec): 3 clusters
  Score: Raw -1177525.439051 + Penalty 2993.100517 = -1174532.338535
  nChanged 176
		SP:Iteration 13Q (65142.250000 sec): 3 clusters
  Score: Raw -1177580.900390 + Penalty 2993.100517 = -1174587.799873
  nChanged 172
		SP:Iteration 14Q (65142.420000 sec): 3 clusters
  Score: Raw -1177636.385905 + Penalty 2993.100517 = -1174643.285388
  nChanged 164
		SP:Iteration 15Q (65142.550000 sec): 3 clusters
  Score: Raw -1177687.592760 + Penalty 2993.100517 = -1174694.492243
  nChanged 132
		SP:Iteration 16Q (65142.700000 sec): 3 clusters
  Score: Raw -1177727.563375 + Penalty 2993.100517 = -1174734.462858
  nChanged 127
		SP:Iteration 17Q (65142.870000 sec): 3 clusters
  Score: Raw -1177761.667682 + Penalty 2993.100517 = -1174768.567165
  nChanged 109
		SP:Iteration 18Q (65143.020000 sec): 3 clusters
  Score: Raw -1177787.205790 + Penalty 2993.100517 = -1174794.105273
  nChanged 95
		SP:Iteration 19Q (65143.160000 sec): 3 clusters
  Score: Raw -1177812.044228 + Penalty 2993.100517 = -1174818.943711
  nChanged 89
		SP:Iteration 20F (65143.340000 sec): 3 clusters
  Score: Raw -1177833.150274 + Penalty 2993.100517 = -1174840.049758
  nChanged 80
		SP:Iteration 21Q (65143.480000 sec): 3 clusters
  Score: Raw -1177849.401981 + Penalty 2993.100517 = -1174856.301464
  nChanged 64
		SP:Iteration 22Q (65143.610000 sec): 3 clusters
  Score: Raw -1177861.553991 + Penalty 2993.100517 = -1174868.453474
  nChanged 67
		SP:Iteration 23Q (65143.760000 sec): 3 clusters
  Score: Raw -1177871.517100 + Penalty 2993.100517 = -1174878.416583
  nChanged 65
		SP:Iteration 24Q (65143.940000 sec): 3 clusters
  Score: Raw -1177882.380204 + Penalty 2993.100517 = -1174889.279687
  nChanged 52
		SP:Iteration 25Q (65144.080000 sec): 3 clusters
  Score: Raw -1177891.906855 + Penalty 2993.100517 = -1174898.806339
  nChanged 45
		SP:Iteration 26Q (65144.230000 sec): 3 clusters
  Score: Raw -1177899.721008 + Penalty 2993.100517 = -1174906.620491
  nChanged 44
		SP:Iteration 27Q (65144.410000 sec): 3 clusters
  Score: Raw -1177905.961990 + Penalty 2993.100517 = -1174912.861473
  nChanged 38
		SP:Iteration 28Q (65144.560000 sec): 3 clusters
  Score: Raw -1177912.599715 + Penalty 2993.100517 = -1174919.499198
  nChanged 37
		SP:Iteration 29Q (65144.690000 sec): 3 clusters
  Score: Raw -1177919.089379 + Penalty 2993.100517 = -1174925.988863
  nChanged 45
		SP:Iteration 30Q (65144.850000 sec): 3 clusters
  Score: Raw -1177926.918687 + Penalty 2993.100517 = -1174933.818170
  nChanged 53
		SP:Iteration 31Q (65145.030000 sec): 3 clusters
  Score: Raw -1177936.686956 + Penalty 2993.100517 = -1174943.586439
  nChanged 50
		SP:Iteration 32Q (65145.160000 sec): 3 clusters
  Score: Raw -1177944.988592 + Penalty 2993.100517 = -1174951.888075
  nChanged 50
		SP:Iteration 33Q (65145.310000 sec): 3 clusters
  Score: Raw -1177952.837191 + Penalty 2993.100517 = -1174959.736674
  nChanged 35
		SP:Iteration 34Q (65145.480000 sec): 3 clusters
  Score: Raw -1177957.109633 + Penalty 2993.100517 = -1174964.009116
  nChanged 37
		SP:Iteration 35Q (65145.620000 sec): 3 clusters
  Score: Raw -1177961.973935 + Penalty 2993.100517 = -1174968.873418
  nChanged 27
		SP:Iteration 36Q (65145.760000 sec): 3 clusters
  Score: Raw -1177965.236933 + Penalty 2993.100517 = -1174972.136416
  nChanged 31
		SP:Iteration 37Q (65145.930000 sec): 3 clusters
  Score: Raw -1177969.422138 + Penalty 2993.100517 = -1174976.321621
  nChanged 28
		SP:Iteration 38Q (65146.080000 sec): 3 clusters
  Score: Raw -1177973.276847 + Penalty 2993.100517 = -1174980.176331
  nChanged 26
		SP:Iteration 39Q (65146.200000 sec): 3 clusters
  Score: Raw -1177976.754317 + Penalty 2993.100517 = -1174983.653801
  nChanged 19
		SP:Iteration 40F (65146.350000 sec): 3 clusters
  Score: Raw -1177979.842184 + Penalty 2993.100517 = -1174986.741668
  nChanged 22
		SP:Iteration 41Q (65146.520000 sec): 3 clusters
  Score: Raw -1177982.066781 + Penalty 2993.100517 = -1174988.966264
  nChanged 17
		SP:Iteration 42Q (65146.670000 sec): 3 clusters
  Score: Raw -1177983.566546 + Penalty 2993.100517 = -1174990.466029
  nChanged 13
		SP:Iteration 43Q (65146.810000 sec): 3 clusters
  Score: Raw -1177985.282283 + Penalty 2993.100517 = -1174992.181766
  nChanged 11
		SP:Iteration 44Q (65146.980000 sec): 3 clusters
  Score: Raw -1177986.573420 + Penalty 2993.100517 = -1174993.472903
  nChanged 10
		SP:Iteration 45Q (65147.150000 sec): 3 clusters
  Score: Raw -1177987.825930 + Penalty 2993.100517 = -1174994.725413
  nChanged 16
		SP:Iteration 46Q (65147.290000 sec): 3 clusters
  Score: Raw -1177989.821770 + Penalty 2993.100517 = -1174996.721254
  nChanged 14
		SP:Iteration 47Q (65147.440000 sec): 3 clusters
  Score: Raw -1177991.384932 + Penalty 2993.100517 = -1174998.284415
  nChanged 8
		SP:Iteration 48Q (65147.640000 sec): 3 clusters
  Score: Raw -1177992.652464 + Penalty 2993.100517 = -1174999.551947
  nChanged 12
		SP:Iteration 49Q (65147.770000 sec): 3 clusters
  Score: Raw -1177993.832379 + Penalty 2993.100517 = -1175000.731862
  nChanged 12
		SP:Iteration 50Q (65147.920000 sec): 3 clusters
  Score: Raw -1177995.309797 + Penalty 2993.100517 = -1175002.209281
  nChanged 10
		SP:Iteration 51Q (65148.070000 sec): 3 clusters
  Score: Raw -1177996.272916 + Penalty 2993.100517 = -1175003.172400
  nChanged 8
		SP:Iteration 52Q (65148.200000 sec): 3 clusters
  Score: Raw -1177996.849366 + Penalty 2993.100517 = -1175003.748849
  nChanged 2
		SP:Iteration 53Q (65148.340000 sec): 3 clusters
  Score: Raw -1177996.962917 + Penalty 2993.100517 = -1175003.862400
  nChanged 3
		SP:Iteration 54Q (65148.520000 sec): 3 clusters
  Score: Raw -1177997.314220 + Penalty 2993.100517 = -1175004.213703
  nChanged 1
		SP:Iteration 55Q (65148.660000 sec): 3 clusters
  Score: Raw -1177997.567619 + Penalty 2993.100517 = -1175004.467102
  nChanged 2
		SP:Iteration 56Q (65148.800000 sec): 3 clusters
  Score: Raw -1177997.786447 + Penalty 2993.100517 = -1175004.685930
  nChanged 2
		SP:Iteration 57Q (65148.980000 sec): 3 clusters
  Score: Raw -1177998.015583 + Penalty 2993.100517 = -1175004.915066
  nChanged 3
		SP:Iteration 58Q (65149.130000 sec): 3 clusters
  Score: Raw -1177998.257294 + Penalty 2993.100517 = -1175005.156777
  nChanged 4
		SP:Iteration 59Q (65149.260000 sec): 3 clusters
  Score: Raw -1177998.441896 + Penalty 2993.100517 = -1175005.341379
  nChanged 3
		SP:Iteration 60F (65149.420000 sec): 3 clusters
  Score: Raw -1177998.568766 + Penalty 2993.100517 = -1175005.468249
  nChanged 1
		SP:Iteration 61Q (65149.590000 sec): 3 clusters
  Score: Raw -1177998.595352 + Penalty 2993.100517 = -1175005.494835
  nChanged 0
		SP:Iteration 62F (65149.730000 sec): 3 clusters
  Score: Raw -1177998.595352 + Penalty 2993.100517 = -1175005.494835
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 115 (2315 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65149.800000 sec): 2 clusters
  Score: Raw -255517.544867 + Penalty 1258.914307 = -254258.630560
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65149.850000 sec): 3 clusters
  Score: Raw -254520.438616 + Penalty 2517.828614 = -252002.610002
  nChanged 855
		SP:Iteration 1F (65149.900000 sec): 3 clusters
  Score: Raw -255131.616686 + Penalty 2517.828614 = -252613.788072
  nChanged 181
		SP:Iteration 2F (65149.940000 sec): 3 clusters
  Score: Raw -255268.185867 + Penalty 2517.828614 = -252750.357252
  nChanged 115
		SP:Iteration 3Q (65149.990000 sec): 3 clusters
  Score: Raw -255372.250432 + Penalty 2517.828614 = -252854.421818
  nChanged 92
		SP:Iteration 4Q (65150.030000 sec): 3 clusters
  Score: Raw -255451.337496 + Penalty 2517.828614 = -252933.508882
  nChanged 83
		SP:Iteration 5Q (65150.080000 sec): 3 clusters
  Score: Raw -255526.036437 + Penalty 2517.828614 = -253008.207823
  nChanged 89
		SP:Iteration 6Q (65150.120000 sec): 3 clusters
  Score: Raw -255628.939687 + Penalty 2517.828614 = -253111.111072
  nChanged 97
		SP:Iteration 7Q (65150.160000 sec): 3 clusters
  Score: Raw -255739.485670 + Penalty 2517.828614 = -253221.657056
  nChanged 99
		SP:Iteration 8Q (65150.200000 sec): 3 clusters
  Score: Raw -255844.505029 + Penalty 2517.828614 = -253326.676415
  nChanged 93
		SP:Iteration 9Q (65150.240000 sec): 3 clusters
  Score: Raw -255936.137137 + Penalty 2517.828614 = -253418.308523
  nChanged 91
		SP:Iteration 10Q (65150.280000 sec): 3 clusters
  Score: Raw -256010.319565 + Penalty 2517.828614 = -253492.490951
  nChanged 64
		SP:Iteration 11Q (65150.330000 sec): 3 clusters
  Score: Raw -256063.103446 + Penalty 2517.828614 = -253545.274832
  nChanged 56
		SP:Iteration 12Q (65150.370000 sec): 3 clusters
  Score: Raw -256101.875707 + Penalty 2517.828614 = -253584.047093
  nChanged 55
		SP:Iteration 13Q (65150.410000 sec): 3 clusters
  Score: Raw -256134.872295 + Penalty 2517.828614 = -253617.043681
  nChanged 38
		SP:Iteration 14Q (65150.450000 sec): 3 clusters
  Score: Raw -256161.839426 + Penalty 2517.828614 = -253644.010812
  nChanged 39
		SP:Iteration 15Q (65150.490000 sec): 3 clusters
  Score: Raw -256185.399313 + Penalty 2517.828614 = -253667.570699
  nChanged 27
		SP:Iteration 16Q (65150.530000 sec): 3 clusters
  Score: Raw -256202.031470 + Penalty 2517.828614 = -253684.202856
  nChanged 23
		SP:Iteration 17Q (65150.580000 sec): 3 clusters
  Score: Raw -256217.205379 + Penalty 2517.828614 = -253699.376765
  nChanged 24
		SP:Iteration 18Q (65150.620000 sec): 3 clusters
  Score: Raw -256229.581453 + Penalty 2517.828614 = -253711.752838
  nChanged 17
		SP:Iteration 19Q (65150.660000 sec): 3 clusters
  Score: Raw -256238.926238 + Penalty 2517.828614 = -253721.097624
  nChanged 17
		SP:Iteration 20F (65150.700000 sec): 3 clusters
  Score: Raw -256249.488545 + Penalty 2517.828614 = -253731.659931
  nChanged 17
		SP:Iteration 21Q (65150.740000 sec): 3 clusters
  Score: Raw -256261.950963 + Penalty 2517.828614 = -253744.122349
  nChanged 21
		SP:Iteration 22Q (65150.780000 sec): 3 clusters
  Score: Raw -256275.184635 + Penalty 2517.828614 = -253757.356021
  nChanged 21
		SP:Iteration 23Q (65150.820000 sec): 3 clusters
  Score: Raw -256291.010642 + Penalty 2517.828614 = -253773.182028
  nChanged 15
		SP:Iteration 24Q (65150.860000 sec): 3 clusters
  Score: Raw -256300.027164 + Penalty 2517.828614 = -253782.198550
  nChanged 21
		SP:Iteration 25Q (65150.900000 sec): 3 clusters
  Score: Raw -256313.954869 + Penalty 2517.828614 = -253796.126255
  nChanged 21
		SP:Iteration 26Q (65150.950000 sec): 3 clusters
  Score: Raw -256332.591425 + Penalty 2517.828614 = -253814.762811
  nChanged 19
		SP:Iteration 27Q (65150.990000 sec): 3 clusters
  Score: Raw -256345.717901 + Penalty 2517.828614 = -253827.889287
  nChanged 20
		SP:Iteration 28Q (65151.030000 sec): 3 clusters
  Score: Raw -256357.032676 + Penalty 2517.828614 = -253839.204062
  nChanged 15
		SP:Iteration 29Q (65151.070000 sec): 3 clusters
  Score: Raw -256365.560976 + Penalty 2517.828614 = -253847.732362
  nChanged 21
		SP:Iteration 30Q (65151.110000 sec): 3 clusters
  Score: Raw -256379.725214 + Penalty 2517.828614 = -253861.896600
  nChanged 15
		SP:Iteration 31Q (65151.150000 sec): 3 clusters
  Score: Raw -256387.386049 + Penalty 2517.828614 = -253869.557435
  nChanged 12
		SP:Iteration 32Q (65151.190000 sec): 3 clusters
  Score: Raw -256395.577178 + Penalty 2517.828614 = -253877.748564
  nChanged 12
		SP:Iteration 33Q (65151.240000 sec): 3 clusters
  Score: Raw -256400.716384 + Penalty 2517.828614 = -253882.887770
  nChanged 10
		SP:Iteration 34Q (65151.280000 sec): 3 clusters
  Score: Raw -256404.452079 + Penalty 2517.828614 = -253886.623465
  nChanged 2
		SP:Iteration 35Q (65151.320000 sec): 3 clusters
  Score: Raw -256405.254769 + Penalty 2517.828614 = -253887.426155
  nChanged 0
		SP:Iteration 36F (65151.360000 sec): 3 clusters
  Score: Raw -256405.254769 + Penalty 2517.828614 = -253887.426155
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 116 (2391 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65151.430000 sec): 2 clusters
  Score: Raw -268291.906175 + Penalty 1264.163382 = -267027.742793
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65151.470000 sec): 3 clusters
  Score: Raw -267195.155728 + Penalty 2528.326764 = -264666.828964
  nChanged 850
		SP:Iteration 1F (65151.520000 sec): 3 clusters
  Score: Raw -267737.622398 + Penalty 2528.326764 = -265209.295633
  nChanged 211
		SP:Iteration 2F (65151.560000 sec): 3 clusters
  Score: Raw -267898.875409 + Penalty 2528.326764 = -265370.548645
  nChanged 133
		SP:Iteration 3F (65151.610000 sec): 3 clusters
  Score: Raw -268015.614099 + Penalty 2528.326764 = -265487.287334
  nChanged 133
		SP:Iteration 4F (65151.650000 sec): 3 clusters
  Score: Raw -268149.924922 + Penalty 2528.326764 = -265621.598158
  nChanged 127
		SP:Iteration 5F (65151.690000 sec): 3 clusters
  Score: Raw -268262.427421 + Penalty 2528.326764 = -265734.100656
  nChanged 96
		SP:Iteration 6Q (65151.740000 sec): 3 clusters
  Score: Raw -268351.678548 + Penalty 2528.326764 = -265823.351784
  nChanged 77
		SP:Iteration 7Q (65151.780000 sec): 3 clusters
  Score: Raw -268422.721845 + Penalty 2528.326764 = -265894.395081
  nChanged 77
		SP:Iteration 8Q (65151.830000 sec): 3 clusters
  Score: Raw -268484.236886 + Penalty 2528.326764 = -265955.910122
  nChanged 58
		SP:Iteration 9Q (65151.870000 sec): 3 clusters
  Score: Raw -268525.563419 + Penalty 2528.326764 = -265997.236655
  nChanged 43
		SP:Iteration 10Q (65151.910000 sec): 3 clusters
  Score: Raw -268563.594192 + Penalty 2528.326764 = -266035.267427
  nChanged 46
		SP:Iteration 11Q (65151.950000 sec): 3 clusters
  Score: Raw -268611.029653 + Penalty 2528.326764 = -266082.702888
  nChanged 42
		SP:Iteration 12Q (65152.000000 sec): 3 clusters
  Score: Raw -268645.565821 + Penalty 2528.326764 = -266117.239057
  nChanged 43
		SP:Iteration 13Q (65152.040000 sec): 3 clusters
  Score: Raw -268684.073598 + Penalty 2528.326764 = -266155.746833
  nChanged 41
		SP:Iteration 14Q (65152.080000 sec): 3 clusters
  Score: Raw -268720.687368 + Penalty 2528.326764 = -266192.360604
  nChanged 37
		SP:Iteration 15Q (65152.130000 sec): 3 clusters
  Score: Raw -268761.826784 + Penalty 2528.326764 = -266233.500020
  nChanged 50
		SP:Iteration 16Q (65152.170000 sec): 3 clusters
  Score: Raw -268809.373565 + Penalty 2528.326764 = -266281.046800
  nChanged 42
		SP:Iteration 17Q (65152.210000 sec): 3 clusters
  Score: Raw -268848.987533 + Penalty 2528.326764 = -266320.660769
  nChanged 44
		SP:Iteration 18Q (65152.250000 sec): 3 clusters
  Score: Raw -268894.448933 + Penalty 2528.326764 = -266366.122168
  nChanged 45
		SP:Iteration 19Q (65152.290000 sec): 3 clusters
  Score: Raw -268939.618647 + Penalty 2528.326764 = -266411.291882
  nChanged 41
		SP:Iteration 20F (65152.340000 sec): 3 clusters
  Score: Raw -268983.787856 + Penalty 2528.326764 = -266455.461092
  nChanged 44
		SP:Iteration 21Q (65152.380000 sec): 3 clusters
  Score: Raw -269034.835185 + Penalty 2528.326764 = -266506.508421
  nChanged 40
		SP:Iteration 22Q (65152.420000 sec): 3 clusters
  Score: Raw -269071.578644 + Penalty 2528.326764 = -266543.251880
  nChanged 31
		SP:Iteration 23Q (65152.460000 sec): 3 clusters
  Score: Raw -269099.622511 + Penalty 2528.326764 = -266571.295747
  nChanged 30
		SP:Iteration 24Q (65152.510000 sec): 3 clusters
  Score: Raw -269121.376122 + Penalty 2528.326764 = -266593.049357
  nChanged 26
		SP:Iteration 25Q (65152.550000 sec): 3 clusters
  Score: Raw -269141.901045 + Penalty 2528.326764 = -266613.574281
  nChanged 19
		SP:Iteration 26Q (65152.590000 sec): 3 clusters
  Score: Raw -269152.582006 + Penalty 2528.326764 = -266624.255241
  nChanged 13
		SP:Iteration 27Q (65152.630000 sec): 3 clusters
  Score: Raw -269160.311576 + Penalty 2528.326764 = -266631.984811
  nChanged 13
		SP:Iteration 28Q (65152.670000 sec): 3 clusters
  Score: Raw -269167.970735 + Penalty 2528.326764 = -266639.643970
  nChanged 10
		SP:Iteration 29Q (65152.710000 sec): 3 clusters
  Score: Raw -269175.324806 + Penalty 2528.326764 = -266646.998041
  nChanged 11
		SP:Iteration 30Q (65152.750000 sec): 3 clusters
  Score: Raw -269181.695447 + Penalty 2528.326764 = -266653.368683
  nChanged 10
		SP:Iteration 31Q (65152.800000 sec): 3 clusters
  Score: Raw -269186.336074 + Penalty 2528.326764 = -266658.009310
  nChanged 8
		SP:Iteration 32Q (65152.840000 sec): 3 clusters
  Score: Raw -269190.465074 + Penalty 2528.326764 = -266662.138309
  nChanged 5
		SP:Iteration 33Q (65152.880000 sec): 3 clusters
  Score: Raw -269192.748588 + Penalty 2528.326764 = -266664.421824
  nChanged 1
		SP:Iteration 34Q (65152.920000 sec): 3 clusters
  Score: Raw -269193.085348 + Penalty 2528.326764 = -266664.758584
  nChanged 1
		SP:Iteration 35Q (65152.960000 sec): 3 clusters
  Score: Raw -269193.448377 + Penalty 2528.326764 = -266665.121613
  nChanged 0
		SP:Iteration 36F (65153.010000 sec): 3 clusters
  Score: Raw -269193.448377 + Penalty 2528.326764 = -266665.121613
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 117 (5836 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65153.100000 sec): 2 clusters
  Score: Raw -663576.359571 + Penalty 1409.167648 = -662167.191923
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65153.220000 sec): 3 clusters
  Score: Raw -660474.922794 + Penalty 2818.335296 = -657656.587499
  nChanged 2437
		SP:Iteration 1F (65153.320000 sec): 3 clusters
  Score: Raw -661978.530297 + Penalty 2818.335296 = -659160.195002
  nChanged 454
		SP:Iteration 2F (65153.420000 sec): 3 clusters
  Score: Raw -662275.983483 + Penalty 2818.335296 = -659457.648187
  nChanged 366
		SP:Iteration 3F (65153.510000 sec): 3 clusters
  Score: Raw -662514.867083 + Penalty 2818.335296 = -659696.531787
  nChanged 310
		SP:Iteration 4F (65153.610000 sec): 3 clusters
  Score: Raw -662692.635782 + Penalty 2818.335296 = -659874.300486
  nChanged 257
		SP:Iteration 5Q (65153.710000 sec): 3 clusters
  Score: Raw -662815.911323 + Penalty 2818.335296 = -659997.576027
  nChanged 203
		SP:Iteration 6Q (65153.810000 sec): 3 clusters
  Score: Raw -662909.882666 + Penalty 2818.335296 = -660091.547370
  nChanged 194
		SP:Iteration 7Q (65153.910000 sec): 3 clusters
  Score: Raw -663004.544792 + Penalty 2818.335296 = -660186.209497
  nChanged 212
		SP:Iteration 8Q (65154.000000 sec): 3 clusters
  Score: Raw -663100.531098 + Penalty 2818.335296 = -660282.195802
  nChanged 190
		SP:Iteration 9Q (65154.100000 sec): 3 clusters
  Score: Raw -663189.411723 + Penalty 2818.335296 = -660371.076427
  nChanged 180
		SP:Iteration 10Q (65154.200000 sec): 3 clusters
  Score: Raw -663267.803425 + Penalty 2818.335296 = -660449.468129
  nChanged 160
		SP:Iteration 11Q (65154.290000 sec): 3 clusters
  Score: Raw -663339.102846 + Penalty 2818.335296 = -660520.767550
  nChanged 162
		SP:Iteration 12Q (65154.390000 sec): 3 clusters
  Score: Raw -663414.515276 + Penalty 2818.335296 = -660596.179980
  nChanged 172
		SP:Iteration 13Q (65154.490000 sec): 3 clusters
  Score: Raw -663500.342043 + Penalty 2818.335296 = -660682.006748
  nChanged 174
		SP:Iteration 14Q (65154.590000 sec): 3 clusters
  Score: Raw -663600.749618 + Penalty 2818.335296 = -660782.414322
  nChanged 170
		SP:Iteration 15Q (65154.680000 sec): 3 clusters
  Score: Raw -663697.086424 + Penalty 2818.335296 = -660878.751128
  nChanged 144
		SP:Iteration 16Q (65154.780000 sec): 3 clusters
  Score: Raw -663782.195325 + Penalty 2818.335296 = -660963.860029
  nChanged 121
		SP:Iteration 17Q (65154.880000 sec): 3 clusters
  Score: Raw -663855.618885 + Penalty 2818.335296 = -661037.283589
  nChanged 119
		SP:Iteration 18Q (65154.980000 sec): 3 clusters
  Score: Raw -663926.459024 + Penalty 2818.335296 = -661108.123728
  nChanged 96
		SP:Iteration 19Q (65155.070000 sec): 3 clusters
  Score: Raw -663975.645259 + Penalty 2818.335296 = -661157.309964
  nChanged 60
		SP:Iteration 20F (65155.170000 sec): 3 clusters
  Score: Raw -664005.802391 + Penalty 2818.335296 = -661187.467095
  nChanged 46
		SP:Iteration 21Q (65155.270000 sec): 3 clusters
  Score: Raw -664028.020600 + Penalty 2818.335296 = -661209.685304
  nChanged 41
		SP:Iteration 22Q (65155.370000 sec): 3 clusters
  Score: Raw -664048.068935 + Penalty 2818.335296 = -661229.733639
  nChanged 36
		SP:Iteration 23Q (65155.470000 sec): 3 clusters
  Score: Raw -664061.238979 + Penalty 2818.335296 = -661242.903683
  nChanged 21
		SP:Iteration 24Q (65155.560000 sec): 3 clusters
  Score: Raw -664070.324587 + Penalty 2818.335296 = -661251.989291
  nChanged 22
		SP:Iteration 25Q (65155.660000 sec): 3 clusters
  Score: Raw -664078.818541 + Penalty 2818.335296 = -661260.483245
  nChanged 15
		SP:Iteration 26Q (65155.760000 sec): 3 clusters
  Score: Raw -664083.795726 + Penalty 2818.335296 = -661265.460431
  nChanged 12
		SP:Iteration 27Q (65155.850000 sec): 3 clusters
  Score: Raw -664088.361400 + Penalty 2818.335296 = -661270.026104
  nChanged 11
		SP:Iteration 28Q (65155.950000 sec): 3 clusters
  Score: Raw -664093.656242 + Penalty 2818.335296 = -661275.320946
  nChanged 16
		SP:Iteration 29Q (65156.050000 sec): 3 clusters
  Score: Raw -664100.263989 + Penalty 2818.335296 = -661281.928693
  nChanged 10
		SP:Iteration 30Q (65156.150000 sec): 3 clusters
  Score: Raw -664103.794968 + Penalty 2818.335296 = -661285.459672
  nChanged 8
		SP:Iteration 31Q (65156.240000 sec): 3 clusters
  Score: Raw -664106.394388 + Penalty 2818.335296 = -661288.059092
  nChanged 4
		SP:Iteration 32Q (65156.340000 sec): 3 clusters
  Score: Raw -664108.931616 + Penalty 2818.335296 = -661290.596320
  nChanged 9
		SP:Iteration 33Q (65156.430000 sec): 3 clusters
  Score: Raw -664112.793611 + Penalty 2818.335296 = -661294.458315
  nChanged 9
		SP:Iteration 34Q (65156.530000 sec): 3 clusters
  Score: Raw -664115.388705 + Penalty 2818.335296 = -661297.053409
  nChanged 1
		SP:Iteration 35Q (65156.630000 sec): 3 clusters
  Score: Raw -664115.631459 + Penalty 2818.335296 = -661297.296164
  nChanged 1
		SP:Iteration 36Q (65156.730000 sec): 3 clusters
  Score: Raw -664115.818558 + Penalty 2818.335296 = -661297.483262
  nChanged 0
		SP:Iteration 37F (65156.820000 sec): 3 clusters
  Score: Raw -664115.818558 + Penalty 2818.335296 = -661297.483262
  nChanged 0
Iteration 219Q (65476.440000 sec): 120 clusters
  Score: Raw -119162270.215567 + Penalty 267793.654333 = -118894476.561234
  nChanged 5974
Iteration 220F (65901.590000 sec): 120 clusters
  Score: Raw -119163817.470711 + Penalty 267793.654333 = -118896023.816378
  nChanged 3804
Iteration 221Q (66201.950000 sec): 120 clusters
  Score: Raw -119164589.148462 + Penalty 267793.654333 = -118896795.494128
  nChanged 2554
Iteration 222Q (66502.000000 sec): 120 clusters
  Score: Raw -119165115.641665 + Penalty 267793.654333 = -118897321.987332
  nChanged 2191
Iteration 223Q (66802.300000 sec): 120 clusters
  Score: Raw -119165559.415849 + Penalty 267793.654333 = -118897765.761516
  nChanged 2064
Iteration 224Q (67102.670000 sec): 120 clusters
  Score: Raw -119165957.510501 + Penalty 267793.654333 = -118898163.856168
  nChanged 1840
Iteration 225Q (67402.740000 sec): 120 clusters
  Score: Raw -119166290.767233 + Penalty 267793.654333 = -118898497.112900
  nChanged 1674
Iteration 226Q (67702.420000 sec): 120 clusters
  Score: Raw -119166564.118370 + Penalty 267793.654333 = -118898770.464037
  nChanged 1445
Iteration 227Q (68002.700000 sec): 120 clusters
  Score: Raw -119166781.434328 + Penalty 267793.654333 = -118898987.779994
  nChanged 1305
Iteration 228Q (68302.720000 sec): 120 clusters
  Score: Raw -119166983.538943 + Penalty 267793.654333 = -118899189.884610
  nChanged 1241
Iteration 229Q (68603.000000 sec): 120 clusters
  Score: Raw -119167163.168524 + Penalty 267793.654333 = -118899369.514191
  nChanged 1086
Iteration 230Q (68902.930000 sec): 120 clusters
  Score: Raw -119167306.482113 + Penalty 267793.654333 = -118899512.827779
  nChanged 975
Iteration 231Q (69202.880000 sec): 120 clusters
  Score: Raw -119167421.085179 + Penalty 267793.654333 = -118899627.430846
  nChanged 920
Iteration 232Q (69502.430000 sec): 120 clusters
  Score: Raw -119167517.897884 + Penalty 267793.654333 = -118899724.243551
  nChanged 784
Iteration 233Q (69801.640000 sec): 120 clusters
  Score: Raw -119167591.574040 + Penalty 267793.654333 = -118899797.919707
  nChanged 706
Iteration 234Q (70101.960000 sec): 120 clusters
  Score: Raw -119167655.627359 + Penalty 267793.654333 = -118899861.973026
  nChanged 607
Iteration 235Q (70402.280000 sec): 120 clusters
  Score: Raw -119167711.608766 + Penalty 267793.654333 = -118899917.954433
  nChanged 554
Iteration 236Q (70702.660000 sec): 120 clusters
  Score: Raw -119167761.176365 + Penalty 267793.654333 = -118899967.522032
  nChanged 507
Iteration 237Q (71002.060000 sec): 120 clusters
  Score: Raw -119167802.692295 + Penalty 267793.654333 = -118900009.037962
  nChanged 455
Iteration 238Q (71301.580000 sec): 120 clusters
  Score: Raw -119167840.524303 + Penalty 267793.654333 = -118900046.869970
  nChanged 414
Iteration 239Q (71601.750000 sec): 120 clusters
  Score: Raw -119167872.550171 + Penalty 267793.654333 = -118900078.895838
  nChanged 388
Iteration 240F (72024.590000 sec): 120 clusters
  Score: Raw -119167923.086285 + Penalty 267793.654333 = -118900129.431952
  nChanged 368
Iteration 241Q (72323.890000 sec): 120 clusters
  Score: Raw -119167959.406352 + Penalty 267793.654333 = -118900165.752019
  nChanged 352
Iteration 242Q (72624.220000 sec): 120 clusters
  Score: Raw -119167993.812557 + Penalty 267793.654333 = -118900200.158224
  nChanged 339
Iteration 243Q (72923.770000 sec): 120 clusters
  Score: Raw -119168025.031876 + Penalty 267793.654333 = -118900231.377543
  nChanged 302
Iteration 244Q (73224.160000 sec): 120 clusters
  Score: Raw -119168056.817925 + Penalty 267793.654333 = -118900263.163592
  nChanged 355
Iteration 245Q (73523.740000 sec): 120 clusters
  Score: Raw -119168092.211998 + Penalty 267793.654333 = -118900298.557665
  nChanged 343
Iteration 246Q (73824.060000 sec): 120 clusters
  Score: Raw -119168123.679894 + Penalty 267793.654333 = -118900330.025561
  nChanged 331
Iteration 247Q (74123.920000 sec): 120 clusters
  Score: Raw -119168156.967085 + Penalty 267793.654333 = -118900363.312752
  nChanged 321
Iteration 248Q (74423.360000 sec): 120 clusters
  Score: Raw -119168193.642351 + Penalty 267793.654333 = -118900399.988018
  nChanged 336
Iteration 249Q (74723.570000 sec): 120 clusters
  Score: Raw -119168234.873348 + Penalty 267793.654333 = -118900441.219015
  nChanged 333
Iteration 250Q (75023.880000 sec): 120 clusters
  Score: Raw -119168280.127623 + Penalty 267793.654333 = -118900486.473290
  nChanged 376
Iteration 251Q (75324.060000 sec): 120 clusters
  Score: Raw -119168333.820685 + Penalty 267793.654333 = -118900540.166352
  nChanged 371
Iteration 252Q (75623.630000 sec): 120 clusters
  Score: Raw -119168400.325354 + Penalty 267793.654333 = -118900606.671021
  nChanged 403
Iteration 253Q (75923.940000 sec): 120 clusters
  Score: Raw -119168473.448345 + Penalty 267793.654333 = -118900679.794012
  nChanged 412
Iteration 254Q (76224.020000 sec): 120 clusters
  Score: Raw -119168555.069514 + Penalty 267793.654333 = -118900761.415181
  nChanged 460
Iteration 255Q (76524.210000 sec): 120 clusters
  Score: Raw -119168655.175999 + Penalty 267793.654333 = -118900861.521666
  nChanged 500
Iteration 256Q (76824.520000 sec): 120 clusters
  Score: Raw -119168743.030353 + Penalty 267793.654333 = -118900949.376020
  nChanged 499
Iteration 257Q (77124.670000 sec): 120 clusters
  Score: Raw -119168823.937767 + Penalty 267793.654333 = -118901030.283434
  nChanged 449
Iteration 258Q (77424.920000 sec): 120 clusters
  Score: Raw -119168887.190813 + Penalty 267793.654333 = -118901093.536480
  nChanged 424
Writing temp clu file 
Because OldScore, -118901030.283434, is greater than current (better) Score,-118901093.536480 
 Memory request: 0.00 GB would take us to total of 3.81 GB.
Compute initial score before splitting:   Score: Raw -119168887.190813 + Penalty 267793.654333 = -118901093.536480
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 1 (6139 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77425.590000 sec): 2 clusters
  Score: Raw -694056.940689 + Penalty 1417.392785 = -692639.547904
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77425.690000 sec): 3 clusters
  Score: Raw -690792.349845 + Penalty 2834.785571 = -687957.564274
  nChanged 2533
		SP:Iteration 1F (77425.790000 sec): 3 clusters
  Score: Raw -692175.889607 + Penalty 2834.785571 = -689341.104036
  nChanged 437
		SP:Iteration 2F (77425.900000 sec): 3 clusters
  Score: Raw -692380.352744 + Penalty 2834.785571 = -689545.567173
  nChanged 310
		SP:Iteration 3F (77426.000000 sec): 3 clusters
  Score: Raw -692532.324880 + Penalty 2834.785571 = -689697.539309
  nChanged 262
		SP:Iteration 4Q (77426.100000 sec): 3 clusters
  Score: Raw -692663.697110 + Penalty 2834.785571 = -689828.911539
  nChanged 286
		SP:Iteration 5Q (77426.200000 sec): 3 clusters
  Score: Raw -692829.995602 + Penalty 2834.785571 = -689995.210031
  nChanged 276
		SP:Iteration 6Q (77426.300000 sec): 3 clusters
  Score: Raw -692985.350731 + Penalty 2834.785571 = -690150.565160
  nChanged 260
		SP:Iteration 7Q (77426.400000 sec): 3 clusters
  Score: Raw -693144.466297 + Penalty 2834.785571 = -690309.680726
  nChanged 271
		SP:Iteration 8Q (77426.510000 sec): 3 clusters
  Score: Raw -693315.750465 + Penalty 2834.785571 = -690480.964894
  nChanged 266
		SP:Iteration 9Q (77426.610000 sec): 3 clusters
  Score: Raw -693483.212242 + Penalty 2834.785571 = -690648.426671
  nChanged 240
		SP:Iteration 10Q (77426.700000 sec): 3 clusters
  Score: Raw -693625.667389 + Penalty 2834.785571 = -690790.881818
  nChanged 192
		SP:Iteration 11Q (77426.800000 sec): 3 clusters
  Score: Raw -693732.669058 + Penalty 2834.785571 = -690897.883487
  nChanged 168
		SP:Iteration 12Q (77426.900000 sec): 3 clusters
  Score: Raw -693815.638116 + Penalty 2834.785571 = -690980.852545
  nChanged 140
		SP:Iteration 13Q (77427.000000 sec): 3 clusters
  Score: Raw -693879.923856 + Penalty 2834.785571 = -691045.138285
  nChanged 127
		SP:Iteration 14Q (77427.100000 sec): 3 clusters
  Score: Raw -693939.486180 + Penalty 2834.785571 = -691104.700609
  nChanged 92
		SP:Iteration 15Q (77427.200000 sec): 3 clusters
  Score: Raw -693973.904238 + Penalty 2834.785571 = -691139.118667
  nChanged 70
		SP:Iteration 16Q (77427.300000 sec): 3 clusters
  Score: Raw -694003.441313 + Penalty 2834.785571 = -691168.655742
  nChanged 67
		SP:Iteration 17Q (77427.410000 sec): 3 clusters
  Score: Raw -694034.028249 + Penalty 2834.785571 = -691199.242678
  nChanged 81
		SP:Iteration 18Q (77427.510000 sec): 3 clusters
  Score: Raw -694071.593665 + Penalty 2834.785571 = -691236.808094
  nChanged 76
		SP:Iteration 19Q (77427.610000 sec): 3 clusters
  Score: Raw -694103.530401 + Penalty 2834.785571 = -691268.744830
  nChanged 56
		SP:Iteration 20F (77427.710000 sec): 3 clusters
  Score: Raw -694122.333869 + Penalty 2834.785571 = -691287.548298
  nChanged 49
		SP:Iteration 21Q (77427.810000 sec): 3 clusters
  Score: Raw -694136.259718 + Penalty 2834.785571 = -691301.474147
  nChanged 33
		SP:Iteration 22Q (77427.910000 sec): 3 clusters
  Score: Raw -694143.250252 + Penalty 2834.785571 = -691308.464681
  nChanged 23
		SP:Iteration 23Q (77428.010000 sec): 3 clusters
  Score: Raw -694149.523488 + Penalty 2834.785571 = -691314.737917
  nChanged 27
		SP:Iteration 24Q (77428.110000 sec): 3 clusters
  Score: Raw -694155.543939 + Penalty 2834.785571 = -691320.758368
  nChanged 15
		SP:Iteration 25Q (77428.210000 sec): 3 clusters
  Score: Raw -694158.808874 + Penalty 2834.785571 = -691324.023303
  nChanged 15
		SP:Iteration 26Q (77428.300000 sec): 3 clusters
  Score: Raw -694162.169906 + Penalty 2834.785571 = -691327.384335
  nChanged 15
		SP:Iteration 27Q (77428.400000 sec): 3 clusters
  Score: Raw -694165.082889 + Penalty 2834.785571 = -691330.297318
  nChanged 13
		SP:Iteration 28Q (77428.500000 sec): 3 clusters
  Score: Raw -694168.143983 + Penalty 2834.785571 = -691333.358412
  nChanged 9
		SP:Iteration 29Q (77428.600000 sec): 3 clusters
  Score: Raw -694169.956183 + Penalty 2834.785571 = -691335.170612
  nChanged 9
		SP:Iteration 30Q (77428.700000 sec): 3 clusters
  Score: Raw -694172.184684 + Penalty 2834.785571 = -691337.399113
  nChanged 7
		SP:Iteration 31Q (77428.800000 sec): 3 clusters
  Score: Raw -694173.955469 + Penalty 2834.785571 = -691339.169898
  nChanged 9
		SP:Iteration 32Q (77428.900000 sec): 3 clusters
  Score: Raw -694176.382730 + Penalty 2834.785571 = -691341.597159
  nChanged 12
		SP:Iteration 33Q (77429.000000 sec): 3 clusters
  Score: Raw -694179.526146 + Penalty 2834.785571 = -691344.740575
  nChanged 12
		SP:Iteration 34Q (77429.090000 sec): 3 clusters
  Score: Raw -694182.431003 + Penalty 2834.785571 = -691347.645432
  nChanged 11
		SP:Iteration 35Q (77429.190000 sec): 3 clusters
  Score: Raw -694184.268413 + Penalty 2834.785571 = -691349.482842
  nChanged 8
		SP:Iteration 36Q (77429.290000 sec): 3 clusters
  Score: Raw -694186.257150 + Penalty 2834.785571 = -691351.471579
  nChanged 13
		SP:Iteration 37Q (77429.380000 sec): 3 clusters
  Score: Raw -694188.973421 + Penalty 2834.785571 = -691354.187850
  nChanged 9
		SP:Iteration 38Q (77429.480000 sec): 3 clusters
  Score: Raw -694191.177234 + Penalty 2834.785571 = -691356.391663
  nChanged 9
		SP:Iteration 39Q (77429.580000 sec): 3 clusters
  Score: Raw -694192.967391 + Penalty 2834.785571 = -691358.181820
  nChanged 9
		SP:Iteration 40F (77429.680000 sec): 3 clusters
  Score: Raw -694194.621918 + Penalty 2834.785571 = -691359.836347
  nChanged 9
		SP:Iteration 41Q (77429.780000 sec): 3 clusters
  Score: Raw -694196.766634 + Penalty 2834.785571 = -691361.981063
  nChanged 9
		SP:Iteration 42Q (77429.910000 sec): 3 clusters
  Score: Raw -694198.495798 + Penalty 2834.785571 = -691363.710227
  nChanged 12
		SP:Iteration 43Q (77430.010000 sec): 3 clusters
  Score: Raw -694200.505383 + Penalty 2834.785571 = -691365.719812
  nChanged 9
		SP:Iteration 44Q (77430.100000 sec): 3 clusters
  Score: Raw -694201.919373 + Penalty 2834.785571 = -691367.133802
  nChanged 4
		SP:Iteration 45Q (77430.200000 sec): 3 clusters
  Score: Raw -694202.962149 + Penalty 2834.785571 = -691368.176578
  nChanged 4
		SP:Iteration 46Q (77430.300000 sec): 3 clusters
  Score: Raw -694204.038395 + Penalty 2834.785571 = -691369.252824
  nChanged 6
		SP:Iteration 47Q (77430.400000 sec): 3 clusters
  Score: Raw -694204.708282 + Penalty 2834.785571 = -691369.922711
  nChanged 4
		SP:Iteration 48Q (77430.490000 sec): 3 clusters
  Score: Raw -694205.519161 + Penalty 2834.785571 = -691370.733590
  nChanged 4
		SP:Iteration 49Q (77430.590000 sec): 3 clusters
  Score: Raw -694206.252677 + Penalty 2834.785571 = -691371.467106
  nChanged 1
		SP:Iteration 50Q (77430.680000 sec): 3 clusters
  Score: Raw -694206.281876 + Penalty 2834.785571 = -691371.496305
  nChanged 1
		SP:Iteration 51Q (77430.780000 sec): 3 clusters
  Score: Raw -694206.463803 + Penalty 2834.785571 = -691371.678232
  nChanged 1
		SP:Iteration 52Q (77430.880000 sec): 3 clusters
  Score: Raw -694206.594327 + Penalty 2834.785571 = -691371.808756
  nChanged 0
		SP:Iteration 53F (77430.980000 sec): 3 clusters
  Score: Raw -694206.594327 + Penalty 2834.785571 = -691371.808756
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 2 (2610 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77431.050000 sec): 2 clusters
  Score: Raw -312024.885988 + Penalty 1278.404644 = -310746.481344
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77431.100000 sec): 3 clusters
  Score: Raw -310836.528821 + Penalty 2556.809288 = -308279.719534
  nChanged 975
		SP:Iteration 1F (77431.160000 sec): 3 clusters
  Score: Raw -311424.994524 + Penalty 2556.809288 = -308868.185236
  nChanged 181
		SP:Iteration 2F (77431.210000 sec): 3 clusters
  Score: Raw -311546.435458 + Penalty 2556.809288 = -308989.626170
  nChanged 130
		SP:Iteration 3Q (77431.260000 sec): 3 clusters
  Score: Raw -311641.187038 + Penalty 2556.809288 = -309084.377750
  nChanged 102
		SP:Iteration 4Q (77431.310000 sec): 3 clusters
  Score: Raw -311715.783064 + Penalty 2556.809288 = -309158.973776
  nChanged 95
		SP:Iteration 5Q (77431.360000 sec): 3 clusters
  Score: Raw -311789.634642 + Penalty 2556.809288 = -309232.825354
  nChanged 104
		SP:Iteration 6Q (77431.410000 sec): 3 clusters
  Score: Raw -311893.841622 + Penalty 2556.809288 = -309337.032334
  nChanged 114
		SP:Iteration 7Q (77431.460000 sec): 3 clusters
  Score: Raw -312017.833175 + Penalty 2556.809288 = -309461.023887
  nChanged 100
		SP:Iteration 8Q (77431.510000 sec): 3 clusters
  Score: Raw -312113.573575 + Penalty 2556.809288 = -309556.764287
  nChanged 96
		SP:Iteration 9Q (77431.560000 sec): 3 clusters
  Score: Raw -312223.776546 + Penalty 2556.809288 = -309666.967258
  nChanged 98
		SP:Iteration 10Q (77431.610000 sec): 3 clusters
  Score: Raw -312339.614055 + Penalty 2556.809288 = -309782.804767
  nChanged 101
		SP:Iteration 11Q (77431.660000 sec): 3 clusters
  Score: Raw -312450.772106 + Penalty 2556.809288 = -309893.962819
  nChanged 90
		SP:Iteration 12Q (77431.710000 sec): 3 clusters
  Score: Raw -312583.541440 + Penalty 2556.809288 = -310026.732153
  nChanged 91
		SP:Iteration 13Q (77431.760000 sec): 3 clusters
  Score: Raw -312720.194102 + Penalty 2556.809288 = -310163.384814
  nChanged 90
		SP:Iteration 14Q (77431.800000 sec): 3 clusters
  Score: Raw -312854.202118 + Penalty 2556.809288 = -310297.392831
  nChanged 79
		SP:Iteration 15Q (77431.850000 sec): 3 clusters
  Score: Raw -312958.962569 + Penalty 2556.809288 = -310402.153281
  nChanged 58
		SP:Iteration 16Q (77431.900000 sec): 3 clusters
  Score: Raw -313009.119188 + Penalty 2556.809288 = -310452.309900
  nChanged 31
		SP:Iteration 17Q (77431.950000 sec): 3 clusters
  Score: Raw -313033.792278 + Penalty 2556.809288 = -310476.982991
  nChanged 20
		SP:Iteration 18Q (77431.990000 sec): 3 clusters
  Score: Raw -313051.573617 + Penalty 2556.809288 = -310494.764329
  nChanged 21
		SP:Iteration 19Q (77432.040000 sec): 3 clusters
  Score: Raw -313069.684393 + Penalty 2556.809288 = -310512.875106
  nChanged 16
		SP:Iteration 20F (77432.090000 sec): 3 clusters
  Score: Raw -313077.338858 + Penalty 2556.809288 = -310520.529570
  nChanged 9
		SP:Iteration 21Q (77432.140000 sec): 3 clusters
  Score: Raw -313082.011088 + Penalty 2556.809288 = -310525.201800
  nChanged 8
		SP:Iteration 22Q (77432.180000 sec): 3 clusters
  Score: Raw -313084.234594 + Penalty 2556.809288 = -310527.425306
  nChanged 1
		SP:Iteration 23Q (77432.230000 sec): 3 clusters
  Score: Raw -313084.482489 + Penalty 2556.809288 = -310527.673202
  nChanged 1
		SP:Iteration 24Q (77432.280000 sec): 3 clusters
  Score: Raw -313084.853064 + Penalty 2556.809288 = -310528.043776
  nChanged 0
		SP:Iteration 25F (77432.330000 sec): 3 clusters
  Score: Raw -313084.853064 + Penalty 2556.809288 = -310528.043776
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 3 (21526 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77432.570000 sec): 2 clusters
  Score: Raw -2483247.564962 + Penalty 1621.265228 = -2481626.299734
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77432.850000 sec): 3 clusters
  Score: Raw -2470172.163778 + Penalty 3242.530455 = -2466929.633323
  nChanged 9772
		SP:Iteration 1F (77433.140000 sec): 3 clusters
  Score: Raw -2476012.818713 + Penalty 3242.530455 = -2472770.288258
  nChanged 1369
		SP:Iteration 2F (77433.420000 sec): 3 clusters
  Score: Raw -2476783.924013 + Penalty 3242.530455 = -2473541.393558
  nChanged 1361
		SP:Iteration 3F (77433.710000 sec): 3 clusters
  Score: Raw -2477612.411478 + Penalty 3242.530455 = -2474369.881023
  nChanged 1338
		SP:Iteration 4F (77433.990000 sec): 3 clusters
  Score: Raw -2478481.578869 + Penalty 3242.530455 = -2475239.048414
  nChanged 1293
		SP:Iteration 5F (77434.250000 sec): 3 clusters
  Score: Raw -2479349.509552 + Penalty 3242.530455 = -2476106.979097
  nChanged 1273
		SP:Iteration 6F (77434.540000 sec): 3 clusters
  Score: Raw -2480229.744284 + Penalty 3242.530455 = -2476987.213829
  nChanged 1202
		SP:Iteration 7F (77434.820000 sec): 3 clusters
  Score: Raw -2481107.978161 + Penalty 3242.530455 = -2477865.447706
  nChanged 1080
		SP:Iteration 8F (77435.100000 sec): 3 clusters
  Score: Raw -2481953.469036 + Penalty 3242.530455 = -2478710.938580
  nChanged 795
		SP:Iteration 9Q (77435.380000 sec): 3 clusters
  Score: Raw -2482573.314954 + Penalty 3242.530455 = -2479330.784499
  nChanged 600
		SP:Iteration 10Q (77435.650000 sec): 3 clusters
  Score: Raw -2482983.715857 + Penalty 3242.530455 = -2479741.185402
  nChanged 444
		SP:Iteration 11Q (77435.920000 sec): 3 clusters
  Score: Raw -2483271.576880 + Penalty 3242.530455 = -2480029.046425
  nChanged 350
		SP:Iteration 12Q (77436.160000 sec): 3 clusters
  Score: Raw -2483482.484142 + Penalty 3242.530455 = -2480239.953687
  nChanged 260
		SP:Iteration 13Q (77436.440000 sec): 3 clusters
  Score: Raw -2483624.172716 + Penalty 3242.530455 = -2480381.642260
  nChanged 187
		SP:Iteration 14Q (77436.720000 sec): 3 clusters
  Score: Raw -2483722.818939 + Penalty 3242.530455 = -2480480.288484
  nChanged 149
		SP:Iteration 15Q (77437.000000 sec): 3 clusters
  Score: Raw -2483788.711771 + Penalty 3242.530455 = -2480546.181316
  nChanged 92
		SP:Iteration 16Q (77437.260000 sec): 3 clusters
  Score: Raw -2483824.008382 + Penalty 3242.530455 = -2480581.477927
  nChanged 75
		SP:Iteration 17Q (77437.540000 sec): 3 clusters
  Score: Raw -2483852.257989 + Penalty 3242.530455 = -2480609.727533
  nChanged 67
		SP:Iteration 18Q (77437.780000 sec): 3 clusters
  Score: Raw -2483874.980086 + Penalty 3242.530455 = -2480632.449631
  nChanged 43
		SP:Iteration 19Q (77438.020000 sec): 3 clusters
  Score: Raw -2483888.657576 + Penalty 3242.530455 = -2480646.127121
  nChanged 29
		SP:Iteration 20F (77438.280000 sec): 3 clusters
  Score: Raw -2483896.532759 + Penalty 3242.530455 = -2480654.002304
  nChanged 33
		SP:Iteration 21Q (77438.560000 sec): 3 clusters
  Score: Raw -2483906.665683 + Penalty 3242.530455 = -2480664.135227
  nChanged 27
		SP:Iteration 22Q (77438.840000 sec): 3 clusters
  Score: Raw -2483913.304120 + Penalty 3242.530455 = -2480670.773665
  nChanged 9
		SP:Iteration 23Q (77439.120000 sec): 3 clusters
  Score: Raw -2483916.128197 + Penalty 3242.530455 = -2480673.597742
  nChanged 11
		SP:Iteration 24Q (77439.390000 sec): 3 clusters
  Score: Raw -2483918.871499 + Penalty 3242.530455 = -2480676.341044
  nChanged 8
		SP:Iteration 25Q (77439.670000 sec): 3 clusters
  Score: Raw -2483921.488878 + Penalty 3242.530455 = -2480678.958422
  nChanged 11
		SP:Iteration 26Q (77439.940000 sec): 3 clusters
  Score: Raw -2483924.155041 + Penalty 3242.530455 = -2480681.624585
  nChanged 10
		SP:Iteration 27Q (77440.220000 sec): 3 clusters
  Score: Raw -2483926.533371 + Penalty 3242.530455 = -2480684.002916
  nChanged 7
		SP:Iteration 28Q (77440.460000 sec): 3 clusters
  Score: Raw -2483928.137530 + Penalty 3242.530455 = -2480685.607074
  nChanged 7
		SP:Iteration 29Q (77440.700000 sec): 3 clusters
  Score: Raw -2483930.265141 + Penalty 3242.530455 = -2480687.734686
  nChanged 4
		SP:Iteration 30Q (77440.940000 sec): 3 clusters
  Score: Raw -2483931.785854 + Penalty 3242.530455 = -2480689.255399
  nChanged 4
		SP:Iteration 31Q (77441.210000 sec): 3 clusters
  Score: Raw -2483934.406947 + Penalty 3242.530455 = -2480691.876491
  nChanged 7
		SP:Iteration 32Q (77441.480000 sec): 3 clusters
  Score: Raw -2483936.689543 + Penalty 3242.530455 = -2480694.159087
  nChanged 8
		SP:Iteration 33Q (77441.720000 sec): 3 clusters
  Score: Raw -2483938.554402 + Penalty 3242.530455 = -2480696.023947
  nChanged 12
		SP:Iteration 34Q (77441.960000 sec): 3 clusters
  Score: Raw -2483941.511912 + Penalty 3242.530455 = -2480698.981456
  nChanged 5
		SP:Iteration 35Q (77442.200000 sec): 3 clusters
  Score: Raw -2483942.101029 + Penalty 3242.530455 = -2480699.570574
  nChanged 2
		SP:Iteration 36Q (77442.480000 sec): 3 clusters
  Score: Raw -2483942.782491 + Penalty 3242.530455 = -2480700.252036
  nChanged 2
		SP:Iteration 37Q (77442.750000 sec): 3 clusters
  Score: Raw -2483943.288819 + Penalty 3242.530455 = -2480700.758364
  nChanged 0
		SP:Iteration 38F (77443.050000 sec): 3 clusters
  Score: Raw -2483943.288819 + Penalty 3242.530455 = -2480700.758364
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 4 (4901 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77443.120000 sec): 2 clusters
  Score: Raw -569911.855917 + Penalty 1380.794114 = -568531.061804
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77443.210000 sec): 3 clusters
  Score: Raw -567391.096458 + Penalty 2761.588227 = -564629.508231
  nChanged 1997
		SP:Iteration 1F (77443.300000 sec): 3 clusters
  Score: Raw -568689.205757 + Penalty 2761.588227 = -565927.617530
  nChanged 452
		SP:Iteration 2F (77443.380000 sec): 3 clusters
  Score: Raw -569105.804478 + Penalty 2761.588227 = -566344.216250
  nChanged 401
		SP:Iteration 3F (77443.470000 sec): 3 clusters
  Score: Raw -569503.686273 + Penalty 2761.588227 = -566742.098046
  nChanged 373
		SP:Iteration 4F (77443.560000 sec): 3 clusters
  Score: Raw -569846.522227 + Penalty 2761.588227 = -567084.934000
  nChanged 301
		SP:Iteration 5F (77443.650000 sec): 3 clusters
  Score: Raw -570112.942051 + Penalty 2761.588227 = -567351.353824
  nChanged 283
		SP:Iteration 6F (77443.740000 sec): 3 clusters
  Score: Raw -570352.527772 + Penalty 2761.588227 = -567590.939545
  nChanged 228
		SP:Iteration 7Q (77443.820000 sec): 3 clusters
  Score: Raw -570500.097030 + Penalty 2761.588227 = -567738.508803
  nChanged 168
		SP:Iteration 8Q (77443.910000 sec): 3 clusters
  Score: Raw -570595.059316 + Penalty 2761.588227 = -567833.471089
  nChanged 116
		SP:Iteration 9Q (77444.000000 sec): 3 clusters
  Score: Raw -570655.647405 + Penalty 2761.588227 = -567894.059178
  nChanged 88
		SP:Iteration 10Q (77444.080000 sec): 3 clusters
  Score: Raw -570691.563262 + Penalty 2761.588227 = -567929.975035
  nChanged 60
		SP:Iteration 11Q (77444.170000 sec): 3 clusters
  Score: Raw -570716.812339 + Penalty 2761.588227 = -567955.224112
  nChanged 45
		SP:Iteration 12Q (77444.260000 sec): 3 clusters
  Score: Raw -570733.165671 + Penalty 2761.588227 = -567971.577444
  nChanged 34
		SP:Iteration 13Q (77444.340000 sec): 3 clusters
  Score: Raw -570746.962620 + Penalty 2761.588227 = -567985.374393
  nChanged 31
		SP:Iteration 14Q (77444.430000 sec): 3 clusters
  Score: Raw -570755.742092 + Penalty 2761.588227 = -567994.153865
  nChanged 30
		SP:Iteration 15Q (77444.510000 sec): 3 clusters
  Score: Raw -570769.005472 + Penalty 2761.588227 = -568007.417245
  nChanged 35
		SP:Iteration 16Q (77444.600000 sec): 3 clusters
  Score: Raw -570785.261396 + Penalty 2761.588227 = -568023.673169
  nChanged 40
		SP:Iteration 17Q (77444.680000 sec): 3 clusters
  Score: Raw -570803.584217 + Penalty 2761.588227 = -568041.995990
  nChanged 38
		SP:Iteration 18Q (77444.770000 sec): 3 clusters
  Score: Raw -570823.865024 + Penalty 2761.588227 = -568062.276797
  nChanged 42
		SP:Iteration 19Q (77444.860000 sec): 3 clusters
  Score: Raw -570844.884353 + Penalty 2761.588227 = -568083.296126
  nChanged 43
		SP:Iteration 20F (77444.940000 sec): 3 clusters
  Score: Raw -570863.603641 + Penalty 2761.588227 = -568102.015414
  nChanged 43
		SP:Iteration 21Q (77445.030000 sec): 3 clusters
  Score: Raw -570880.004052 + Penalty 2761.588227 = -568118.415825
  nChanged 35
		SP:Iteration 22Q (77445.120000 sec): 3 clusters
  Score: Raw -570888.612382 + Penalty 2761.588227 = -568127.024155
  nChanged 22
		SP:Iteration 23Q (77445.200000 sec): 3 clusters
  Score: Raw -570892.788541 + Penalty 2761.588227 = -568131.200314
  nChanged 11
		SP:Iteration 24Q (77445.290000 sec): 3 clusters
  Score: Raw -570895.592512 + Penalty 2761.588227 = -568134.004285
  nChanged 7
		SP:Iteration 25Q (77445.380000 sec): 3 clusters
  Score: Raw -570897.702815 + Penalty 2761.588227 = -568136.114588
  nChanged 13
		SP:Iteration 26Q (77445.460000 sec): 3 clusters
  Score: Raw -570901.825504 + Penalty 2761.588227 = -568140.237277
  nChanged 10
		SP:Iteration 27Q (77445.550000 sec): 3 clusters
  Score: Raw -570905.498515 + Penalty 2761.588227 = -568143.910288
  nChanged 12
		SP:Iteration 28Q (77445.630000 sec): 3 clusters
  Score: Raw -570907.487439 + Penalty 2761.588227 = -568145.899212
  nChanged 6
		SP:Iteration 29Q (77445.720000 sec): 3 clusters
  Score: Raw -570908.701804 + Penalty 2761.588227 = -568147.113577
  nChanged 3
		SP:Iteration 30Q (77445.800000 sec): 3 clusters
  Score: Raw -570909.309808 + Penalty 2761.588227 = -568147.721581
  nChanged 4
		SP:Iteration 31Q (77445.890000 sec): 3 clusters
  Score: Raw -570909.754879 + Penalty 2761.588227 = -568148.166652
  nChanged 1
		SP:Iteration 32Q (77445.980000 sec): 3 clusters
  Score: Raw -570909.819267 + Penalty 2761.588227 = -568148.231040
  nChanged 0
		SP:Iteration 33F (77446.060000 sec): 3 clusters
  Score: Raw -570909.819267 + Penalty 2761.588227 = -568148.231040
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 5 (2253 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77446.130000 sec): 2 clusters
  Score: Raw -283488.146454 + Penalty 1254.502915 = -282233.643539
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77446.170000 sec): 3 clusters
  Score: Raw -282501.213678 + Penalty 2509.005831 = -279992.207847
  nChanged 782
		SP:Iteration 1F (77446.210000 sec): 3 clusters
  Score: Raw -282986.367214 + Penalty 2509.005831 = -280477.361384
  nChanged 197
		SP:Iteration 2F (77446.260000 sec): 3 clusters
  Score: Raw -283130.697133 + Penalty 2509.005831 = -280621.691303
  nChanged 119
		SP:Iteration 3F (77446.300000 sec): 3 clusters
  Score: Raw -283214.142530 + Penalty 2509.005831 = -280705.136699
  nChanged 89
		SP:Iteration 4Q (77446.340000 sec): 3 clusters
  Score: Raw -283268.942959 + Penalty 2509.005831 = -280759.937129
  nChanged 74
		SP:Iteration 5Q (77446.380000 sec): 3 clusters
  Score: Raw -283313.564079 + Penalty 2509.005831 = -280804.558248
  nChanged 46
		SP:Iteration 6Q (77446.420000 sec): 3 clusters
  Score: Raw -283337.553969 + Penalty 2509.005831 = -280828.548138
  nChanged 31
		SP:Iteration 7Q (77446.460000 sec): 3 clusters
  Score: Raw -283357.337922 + Penalty 2509.005831 = -280848.332091
  nChanged 22
		SP:Iteration 8Q (77446.500000 sec): 3 clusters
  Score: Raw -283367.093896 + Penalty 2509.005831 = -280858.088066
  nChanged 17
		SP:Iteration 9Q (77446.540000 sec): 3 clusters
  Score: Raw -283376.192622 + Penalty 2509.005831 = -280867.186792
  nChanged 16
		SP:Iteration 10Q (77446.590000 sec): 3 clusters
  Score: Raw -283387.971629 + Penalty 2509.005831 = -280878.965798
  nChanged 15
		SP:Iteration 11Q (77446.630000 sec): 3 clusters
  Score: Raw -283400.030684 + Penalty 2509.005831 = -280891.024853
  nChanged 31
		SP:Iteration 12Q (77446.670000 sec): 3 clusters
  Score: Raw -283413.930768 + Penalty 2509.005831 = -280904.924937
  nChanged 22
		SP:Iteration 13Q (77446.710000 sec): 3 clusters
  Score: Raw -283427.684732 + Penalty 2509.005831 = -280918.678901
  nChanged 30
		SP:Iteration 14Q (77446.750000 sec): 3 clusters
  Score: Raw -283440.741773 + Penalty 2509.005831 = -280931.735942
  nChanged 14
		SP:Iteration 15Q (77446.800000 sec): 3 clusters
  Score: Raw -283447.679676 + Penalty 2509.005831 = -280938.673845
  nChanged 14
		SP:Iteration 16Q (77446.840000 sec): 3 clusters
  Score: Raw -283454.837672 + Penalty 2509.005831 = -280945.831841
  nChanged 12
		SP:Iteration 17Q (77446.880000 sec): 3 clusters
  Score: Raw -283462.025782 + Penalty 2509.005831 = -280953.019952
  nChanged 18
		SP:Iteration 18Q (77446.920000 sec): 3 clusters
  Score: Raw -283472.815694 + Penalty 2509.005831 = -280963.809863
  nChanged 15
		SP:Iteration 19Q (77446.960000 sec): 3 clusters
  Score: Raw -283478.975703 + Penalty 2509.005831 = -280969.969872
  nChanged 15
		SP:Iteration 20F (77447.000000 sec): 3 clusters
  Score: Raw -283484.165621 + Penalty 2509.005831 = -280975.159791
  nChanged 13
		SP:Iteration 21Q (77447.040000 sec): 3 clusters
  Score: Raw -283489.142772 + Penalty 2509.005831 = -280980.136941
  nChanged 9
		SP:Iteration 22Q (77447.080000 sec): 3 clusters
  Score: Raw -283493.949053 + Penalty 2509.005831 = -280984.943222
  nChanged 11
		SP:Iteration 23Q (77447.130000 sec): 3 clusters
  Score: Raw -283499.615803 + Penalty 2509.005831 = -280990.609972
  nChanged 8
		SP:Iteration 24Q (77447.170000 sec): 3 clusters
  Score: Raw -283502.913985 + Penalty 2509.005831 = -280993.908155
  nChanged 11
		SP:Iteration 25Q (77447.210000 sec): 3 clusters
  Score: Raw -283507.628913 + Penalty 2509.005831 = -280998.623082
  nChanged 9
		SP:Iteration 26Q (77447.250000 sec): 3 clusters
  Score: Raw -283510.576633 + Penalty 2509.005831 = -281001.570802
  nChanged 5
		SP:Iteration 27Q (77447.290000 sec): 3 clusters
  Score: Raw -283511.967215 + Penalty 2509.005831 = -281002.961384
  nChanged 3
		SP:Iteration 28Q (77447.330000 sec): 3 clusters
  Score: Raw -283513.740416 + Penalty 2509.005831 = -281004.734585
  nChanged 2
		SP:Iteration 29Q (77447.370000 sec): 3 clusters
  Score: Raw -283514.917427 + Penalty 2509.005831 = -281005.911597
  nChanged 1
		SP:Iteration 30Q (77447.420000 sec): 3 clusters
  Score: Raw -283515.678683 + Penalty 2509.005831 = -281006.672852
  nChanged 4
		SP:Iteration 31Q (77447.460000 sec): 3 clusters
  Score: Raw -283516.839211 + Penalty 2509.005831 = -281007.833380
  nChanged 2
		SP:Iteration 32Q (77447.500000 sec): 3 clusters
  Score: Raw -283517.257624 + Penalty 2509.005831 = -281008.251793
  nChanged 1
		SP:Iteration 33Q (77447.540000 sec): 3 clusters
  Score: Raw -283517.636558 + Penalty 2509.005831 = -281008.630728
  nChanged 2
		SP:Iteration 34Q (77447.580000 sec): 3 clusters
  Score: Raw -283519.282670 + Penalty 2509.005831 = -281010.276840
  nChanged 2
		SP:Iteration 35Q (77447.620000 sec): 3 clusters
  Score: Raw -283520.211867 + Penalty 2509.005831 = -281011.206037
  nChanged 1
		SP:Iteration 36Q (77447.660000 sec): 3 clusters
  Score: Raw -283520.773119 + Penalty 2509.005831 = -281011.767289
  nChanged 2
		SP:Iteration 37Q (77447.700000 sec): 3 clusters
  Score: Raw -283521.163516 + Penalty 2509.005831 = -281012.157685
  nChanged 0
		SP:Iteration 38F (77447.740000 sec): 3 clusters
  Score: Raw -283521.163516 + Penalty 2509.005831 = -281012.157685
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 6 (2098 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77447.810000 sec): 2 clusters
  Score: Raw -222957.371934 + Penalty 1242.920216 = -221714.451719
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77447.850000 sec): 3 clusters
  Score: Raw -222089.916788 + Penalty 2485.840431 = -219604.076357
  nChanged 767
		SP:Iteration 1F (77447.890000 sec): 3 clusters
  Score: Raw -222804.005739 + Penalty 2485.840431 = -220318.165307
  nChanged 256
		SP:Iteration 2F (77447.930000 sec): 3 clusters
  Score: Raw -223193.187137 + Penalty 2485.840431 = -220707.346705
  nChanged 193
		SP:Iteration 3F (77447.970000 sec): 3 clusters
  Score: Raw -223495.046841 + Penalty 2485.840431 = -221009.206409
  nChanged 136
		SP:Iteration 4F (77448.010000 sec): 3 clusters
  Score: Raw -223692.305613 + Penalty 2485.840431 = -221206.465182
  nChanged 94
		SP:Iteration 5Q (77448.050000 sec): 3 clusters
  Score: Raw -223816.166118 + Penalty 2485.840431 = -221330.325687
  nChanged 66
		SP:Iteration 6Q (77448.090000 sec): 3 clusters
  Score: Raw -223890.736878 + Penalty 2485.840431 = -221404.896447
  nChanged 49
		SP:Iteration 7Q (77448.130000 sec): 3 clusters
  Score: Raw -223967.144146 + Penalty 2485.840431 = -221481.303714
  nChanged 49
		SP:Iteration 8Q (77448.170000 sec): 3 clusters
  Score: Raw -224019.351579 + Penalty 2485.840431 = -221533.511147
  nChanged 32
		SP:Iteration 9Q (77448.210000 sec): 3 clusters
  Score: Raw -224045.778115 + Penalty 2485.840431 = -221559.937683
  nChanged 28
		SP:Iteration 10Q (77448.250000 sec): 3 clusters
  Score: Raw -224066.552442 + Penalty 2485.840431 = -221580.712010
  nChanged 21
		SP:Iteration 11Q (77448.290000 sec): 3 clusters
  Score: Raw -224083.822689 + Penalty 2485.840431 = -221597.982257
  nChanged 17
		SP:Iteration 12Q (77448.330000 sec): 3 clusters
  Score: Raw -224093.255885 + Penalty 2485.840431 = -221607.415454
  nChanged 10
		SP:Iteration 13Q (77448.370000 sec): 3 clusters
  Score: Raw -224098.345279 + Penalty 2485.840431 = -221612.504847
  nChanged 7
		SP:Iteration 14Q (77448.410000 sec): 3 clusters
  Score: Raw -224101.729113 + Penalty 2485.840431 = -221615.888682
  nChanged 8
		SP:Iteration 15Q (77448.450000 sec): 3 clusters
  Score: Raw -224106.191008 + Penalty 2485.840431 = -221620.350577
  nChanged 13
		SP:Iteration 16Q (77448.490000 sec): 3 clusters
  Score: Raw -224113.608893 + Penalty 2485.840431 = -221627.768461
  nChanged 16
		SP:Iteration 17Q (77448.520000 sec): 3 clusters
  Score: Raw -224124.165746 + Penalty 2485.840431 = -221638.325315
  nChanged 11
		SP:Iteration 18Q (77448.560000 sec): 3 clusters
  Score: Raw -224132.481411 + Penalty 2485.840431 = -221646.640980
  nChanged 15
		SP:Iteration 19Q (77448.600000 sec): 3 clusters
  Score: Raw -224141.984586 + Penalty 2485.840431 = -221656.144155
  nChanged 10
		SP:Iteration 20F (77448.640000 sec): 3 clusters
  Score: Raw -224149.006611 + Penalty 2485.840431 = -221663.166180
  nChanged 10
		SP:Iteration 21Q (77448.680000 sec): 3 clusters
  Score: Raw -224155.471221 + Penalty 2485.840431 = -221669.630789
  nChanged 6
		SP:Iteration 22Q (77448.720000 sec): 3 clusters
  Score: Raw -224159.267355 + Penalty 2485.840431 = -221673.426923
  nChanged 5
		SP:Iteration 23Q (77448.760000 sec): 3 clusters
  Score: Raw -224162.212190 + Penalty 2485.840431 = -221676.371758
  nChanged 8
		SP:Iteration 24Q (77448.800000 sec): 3 clusters
  Score: Raw -224165.693747 + Penalty 2485.840431 = -221679.853315
  nChanged 5
		SP:Iteration 25Q (77448.840000 sec): 3 clusters
  Score: Raw -224167.289069 + Penalty 2485.840431 = -221681.448638
  nChanged 2
		SP:Iteration 26Q (77448.880000 sec): 3 clusters
  Score: Raw -224168.076625 + Penalty 2485.840431 = -221682.236193
  nChanged 0
		SP:Iteration 27F (77448.920000 sec): 3 clusters
  Score: Raw -224168.076625 + Penalty 2485.840431 = -221682.236193
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 7 (9987 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77449.040000 sec): 2 clusters
  Score: Raw -1163471.772779 + Penalty 1496.468923 = -1161975.303856
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77449.230000 sec): 3 clusters
  Score: Raw -1157897.571457 + Penalty 2992.937846 = -1154904.633611
  nChanged 4320
		SP:Iteration 1F (77449.370000 sec): 3 clusters
  Score: Raw -1160226.316222 + Penalty 2992.937846 = -1157233.378376
  nChanged 620
		SP:Iteration 2F (77449.510000 sec): 3 clusters
  Score: Raw -1160514.556341 + Penalty 2992.937846 = -1157521.618495
  nChanged 534
		SP:Iteration 3F (77449.680000 sec): 3 clusters
  Score: Raw -1160746.315369 + Penalty 2992.937846 = -1157753.377523
  nChanged 461
		SP:Iteration 4Q (77449.840000 sec): 3 clusters
  Score: Raw -1160963.174807 + Penalty 2992.937846 = -1157970.236961
  nChanged 459
		SP:Iteration 5Q (77449.990000 sec): 3 clusters
  Score: Raw -1161192.762059 + Penalty 2992.937846 = -1158199.824213
  nChanged 496
		SP:Iteration 6Q (77450.170000 sec): 3 clusters
  Score: Raw -1161481.189555 + Penalty 2992.937846 = -1158488.251709
  nChanged 555
		SP:Iteration 7F (77450.320000 sec): 3 clusters
  Score: Raw -1161863.128762 + Penalty 2992.937846 = -1158870.190916
  nChanged 557
		SP:Iteration 8F (77450.480000 sec): 3 clusters
  Score: Raw -1162288.542367 + Penalty 2992.937846 = -1159295.604521
  nChanged 535
		SP:Iteration 9F (77450.660000 sec): 3 clusters
  Score: Raw -1162694.588240 + Penalty 2992.937846 = -1159701.650394
  nChanged 416
		SP:Iteration 10Q (77450.810000 sec): 3 clusters
  Score: Raw -1162997.446232 + Penalty 2992.937846 = -1160004.508386
  nChanged 304
		SP:Iteration 11Q (77450.980000 sec): 3 clusters
  Score: Raw -1163207.901092 + Penalty 2992.937846 = -1160214.963246
  nChanged 200
		SP:Iteration 12Q (77451.140000 sec): 3 clusters
  Score: Raw -1163341.732430 + Penalty 2992.937846 = -1160348.794584
  nChanged 144
		SP:Iteration 13Q (77451.270000 sec): 3 clusters
  Score: Raw -1163439.955924 + Penalty 2992.937846 = -1160447.018078
  nChanged 109
		SP:Iteration 14Q (77451.470000 sec): 3 clusters
  Score: Raw -1163514.795555 + Penalty 2992.937846 = -1160521.857709
  nChanged 82
		SP:Iteration 15Q (77451.620000 sec): 3 clusters
  Score: Raw -1163572.429619 + Penalty 2992.937846 = -1160579.491773
  nChanged 56
		SP:Iteration 16Q (77451.770000 sec): 3 clusters
  Score: Raw -1163608.818760 + Penalty 2992.937846 = -1160615.880914
  nChanged 51
		SP:Iteration 17Q (77451.940000 sec): 3 clusters
  Score: Raw -1163639.685077 + Penalty 2992.937846 = -1160646.747231
  nChanged 35
		SP:Iteration 18Q (77452.080000 sec): 3 clusters
  Score: Raw -1163664.368420 + Penalty 2992.937846 = -1160671.430574
  nChanged 34
		SP:Iteration 19Q (77452.240000 sec): 3 clusters
  Score: Raw -1163690.358750 + Penalty 2992.937846 = -1160697.420904
  nChanged 28
		SP:Iteration 20F (77452.420000 sec): 3 clusters
  Score: Raw -1163711.206899 + Penalty 2992.937846 = -1160718.269053
  nChanged 26
		SP:Iteration 21Q (77452.560000 sec): 3 clusters
  Score: Raw -1163727.222506 + Penalty 2992.937846 = -1160734.284660
  nChanged 19
		SP:Iteration 22Q (77452.720000 sec): 3 clusters
  Score: Raw -1163738.751670 + Penalty 2992.937846 = -1160745.813824
  nChanged 12
		SP:Iteration 23Q (77452.890000 sec): 3 clusters
  Score: Raw -1163745.838678 + Penalty 2992.937846 = -1160752.900832
  nChanged 10
		SP:Iteration 24Q (77453.030000 sec): 3 clusters
  Score: Raw -1163755.231526 + Penalty 2992.937846 = -1160762.293680
  nChanged 7
		SP:Iteration 25Q (77453.170000 sec): 3 clusters
  Score: Raw -1163761.947384 + Penalty 2992.937846 = -1160769.009538
  nChanged 5
		SP:Iteration 26Q (77453.350000 sec): 3 clusters
  Score: Raw -1163766.382034 + Penalty 2992.937846 = -1160773.444188
  nChanged 2
		SP:Iteration 27Q (77453.490000 sec): 3 clusters
  Score: Raw -1163767.385687 + Penalty 2992.937846 = -1160774.447841
  nChanged 2
		SP:Iteration 28Q (77453.630000 sec): 3 clusters
  Score: Raw -1163768.358545 + Penalty 2992.937846 = -1160775.420699
  nChanged 1
		SP:Iteration 29Q (77453.800000 sec): 3 clusters
  Score: Raw -1163769.010764 + Penalty 2992.937846 = -1160776.072918
  nChanged 2
		SP:Iteration 30Q (77453.970000 sec): 3 clusters
  Score: Raw -1163769.364523 + Penalty 2992.937846 = -1160776.426677
  nChanged 0
		SP:Iteration 31F (77454.110000 sec): 3 clusters
  Score: Raw -1163769.364523 + Penalty 2992.937846 = -1160776.426677
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 8 (12654 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77454.240000 sec): 2 clusters
  Score: Raw -1425992.190949 + Penalty 1534.930906 = -1424457.260044
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77454.480000 sec): 3 clusters
  Score: Raw -1418748.867242 + Penalty 3069.861811 = -1415679.005430
  nChanged 5501
		SP:Iteration 1F (77454.640000 sec): 3 clusters
  Score: Raw -1421792.126266 + Penalty 3069.861811 = -1418722.264455
  nChanged 832
		SP:Iteration 2F (77454.830000 sec): 3 clusters
  Score: Raw -1422215.123897 + Penalty 3069.861811 = -1419145.262085
  nChanged 734
		SP:Iteration 3F (77455.010000 sec): 3 clusters
  Score: Raw -1422595.991851 + Penalty 3069.861811 = -1419526.130040
  nChanged 731
		SP:Iteration 4F (77455.180000 sec): 3 clusters
  Score: Raw -1423020.653387 + Penalty 3069.861811 = -1419950.791576
  nChanged 735
		SP:Iteration 5F (77455.370000 sec): 3 clusters
  Score: Raw -1423458.296779 + Penalty 3069.861811 = -1420388.434968
  nChanged 739
		SP:Iteration 6F (77455.550000 sec): 3 clusters
  Score: Raw -1423899.133873 + Penalty 3069.861811 = -1420829.272062
  nChanged 638
		SP:Iteration 7F (77455.730000 sec): 3 clusters
  Score: Raw -1424298.977994 + Penalty 3069.861811 = -1421229.116183
  nChanged 552
		SP:Iteration 8Q (77455.920000 sec): 3 clusters
  Score: Raw -1424646.819678 + Penalty 3069.861811 = -1421576.957867
  nChanged 534
		SP:Iteration 9Q (77456.100000 sec): 3 clusters
  Score: Raw -1424959.241651 + Penalty 3069.861811 = -1421889.379840
  nChanged 430
		SP:Iteration 10Q (77456.270000 sec): 3 clusters
  Score: Raw -1425192.063527 + Penalty 3069.861811 = -1422122.201716
  nChanged 365
		SP:Iteration 11Q (77456.460000 sec): 3 clusters
  Score: Raw -1425387.032826 + Penalty 3069.861811 = -1422317.171015
  nChanged 323
		SP:Iteration 12Q (77456.640000 sec): 3 clusters
  Score: Raw -1425549.783160 + Penalty 3069.861811 = -1422479.921349
  nChanged 263
		SP:Iteration 13Q (77456.800000 sec): 3 clusters
  Score: Raw -1425680.324388 + Penalty 3069.861811 = -1422610.462577
  nChanged 248
		SP:Iteration 14Q (77457.000000 sec): 3 clusters
  Score: Raw -1425807.249486 + Penalty 3069.861811 = -1422737.387675
  nChanged 216
		SP:Iteration 15Q (77457.170000 sec): 3 clusters
  Score: Raw -1425917.981117 + Penalty 3069.861811 = -1422848.119306
  nChanged 182
		SP:Iteration 16Q (77457.340000 sec): 3 clusters
  Score: Raw -1425982.511799 + Penalty 3069.861811 = -1422912.649988
  nChanged 122
		SP:Iteration 17Q (77457.540000 sec): 3 clusters
  Score: Raw -1426023.049781 + Penalty 3069.861811 = -1422953.187970
  nChanged 93
		SP:Iteration 18Q (77457.700000 sec): 3 clusters
  Score: Raw -1426052.230151 + Penalty 3069.861811 = -1422982.368340
  nChanged 103
		SP:Iteration 19Q (77457.860000 sec): 3 clusters
  Score: Raw -1426095.225375 + Penalty 3069.861811 = -1423025.363564
  nChanged 97
		SP:Iteration 20F (77458.060000 sec): 3 clusters
  Score: Raw -1426140.554569 + Penalty 3069.861811 = -1423070.692758
  nChanged 97
		SP:Iteration 21Q (77458.220000 sec): 3 clusters
  Score: Raw -1426190.642441 + Penalty 3069.861811 = -1423120.780630
  nChanged 107
		SP:Iteration 22Q (77458.420000 sec): 3 clusters
  Score: Raw -1426247.623205 + Penalty 3069.861811 = -1423177.761394
  nChanged 118
		SP:Iteration 23Q (77458.580000 sec): 3 clusters
  Score: Raw -1426317.641493 + Penalty 3069.861811 = -1423247.779682
  nChanged 133
		SP:Iteration 24Q (77458.740000 sec): 3 clusters
  Score: Raw -1426399.445939 + Penalty 3069.861811 = -1423329.584128
  nChanged 126
		SP:Iteration 25Q (77458.940000 sec): 3 clusters
  Score: Raw -1426462.471480 + Penalty 3069.861811 = -1423392.609669
  nChanged 104
		SP:Iteration 26Q (77459.100000 sec): 3 clusters
  Score: Raw -1426499.576485 + Penalty 3069.861811 = -1423429.714674
  nChanged 78
		SP:Iteration 27Q (77459.260000 sec): 3 clusters
  Score: Raw -1426516.373245 + Penalty 3069.861811 = -1423446.511434
  nChanged 58
		SP:Iteration 28Q (77459.440000 sec): 3 clusters
  Score: Raw -1426530.365065 + Penalty 3069.861811 = -1423460.503254
  nChanged 46
		SP:Iteration 29Q (77459.610000 sec): 3 clusters
  Score: Raw -1426540.149409 + Penalty 3069.861811 = -1423470.287598
  nChanged 43
		SP:Iteration 30Q (77459.800000 sec): 3 clusters
  Score: Raw -1426549.683376 + Penalty 3069.861811 = -1423479.821564
  nChanged 45
		SP:Iteration 31Q (77459.960000 sec): 3 clusters
  Score: Raw -1426559.921518 + Penalty 3069.861811 = -1423490.059707
  nChanged 33
		SP:Iteration 32Q (77460.150000 sec): 3 clusters
  Score: Raw -1426566.231874 + Penalty 3069.861811 = -1423496.370063
  nChanged 28
		SP:Iteration 33Q (77460.310000 sec): 3 clusters
  Score: Raw -1426571.089945 + Penalty 3069.861811 = -1423501.228134
  nChanged 24
		SP:Iteration 34Q (77460.470000 sec): 3 clusters
  Score: Raw -1426575.588952 + Penalty 3069.861811 = -1423505.727141
  nChanged 20
		SP:Iteration 35Q (77460.660000 sec): 3 clusters
  Score: Raw -1426578.446233 + Penalty 3069.861811 = -1423508.584422
  nChanged 19
		SP:Iteration 36Q (77460.820000 sec): 3 clusters
  Score: Raw -1426580.969542 + Penalty 3069.861811 = -1423511.107731
  nChanged 17
		SP:Iteration 37Q (77461.010000 sec): 3 clusters
  Score: Raw -1426585.032369 + Penalty 3069.861811 = -1423515.170558
  nChanged 25
		SP:Iteration 38Q (77461.170000 sec): 3 clusters
  Score: Raw -1426589.513368 + Penalty 3069.861811 = -1423519.651556
  nChanged 24
		SP:Iteration 39Q (77461.320000 sec): 3 clusters
  Score: Raw -1426594.452561 + Penalty 3069.861811 = -1423524.590750
  nChanged 27
		SP:Iteration 40F (77461.530000 sec): 3 clusters
  Score: Raw -1426599.717180 + Penalty 3069.861811 = -1423529.855369
  nChanged 25
		SP:Iteration 41Q (77461.690000 sec): 3 clusters
  Score: Raw -1426604.390325 + Penalty 3069.861811 = -1423534.528513
  nChanged 21
		SP:Iteration 42Q (77461.880000 sec): 3 clusters
  Score: Raw -1426608.552596 + Penalty 3069.861811 = -1423538.690785
  nChanged 22
		SP:Iteration 43Q (77462.040000 sec): 3 clusters
  Score: Raw -1426612.070177 + Penalty 3069.861811 = -1423542.208365
  nChanged 16
		SP:Iteration 44Q (77462.200000 sec): 3 clusters
  Score: Raw -1426613.720590 + Penalty 3069.861811 = -1423543.858779
  nChanged 13
		SP:Iteration 45Q (77462.380000 sec): 3 clusters
  Score: Raw -1426615.605323 + Penalty 3069.861811 = -1423545.743512
  nChanged 9
		SP:Iteration 46Q (77462.540000 sec): 3 clusters
  Score: Raw -1426616.840029 + Penalty 3069.861811 = -1423546.978218
  nChanged 13
		SP:Iteration 47Q (77462.710000 sec): 3 clusters
  Score: Raw -1426618.986384 + Penalty 3069.861811 = -1423549.124573
  nChanged 7
		SP:Iteration 48Q (77462.860000 sec): 3 clusters
  Score: Raw -1426620.110340 + Penalty 3069.861811 = -1423550.248529
  nChanged 5
		SP:Iteration 49Q (77463.050000 sec): 3 clusters
  Score: Raw -1426621.013609 + Penalty 3069.861811 = -1423551.151797
  nChanged 5
		SP:Iteration 50Q (77463.210000 sec): 3 clusters
  Score: Raw -1426621.546595 + Penalty 3069.861811 = -1423551.684783
  nChanged 5
		SP:Iteration 51Q (77463.400000 sec): 3 clusters
  Score: Raw -1426622.531955 + Penalty 3069.861811 = -1423552.670144
  nChanged 4
		SP:Iteration 52Q (77463.560000 sec): 3 clusters
  Score: Raw -1426623.176170 + Penalty 3069.861811 = -1423553.314359
  nChanged 3
		SP:Iteration 53Q (77463.720000 sec): 3 clusters
  Score: Raw -1426623.631213 + Penalty 3069.861811 = -1423553.769402
  nChanged 2
		SP:Iteration 54Q (77463.930000 sec): 3 clusters
  Score: Raw -1426623.808105 + Penalty 3069.861811 = -1423553.946294
  nChanged 3
		SP:Iteration 55Q (77464.090000 sec): 3 clusters
  Score: Raw -1426624.039843 + Penalty 3069.861811 = -1423554.178032
  nChanged 5
		SP:Iteration 56Q (77464.250000 sec): 3 clusters
  Score: Raw -1426624.586499 + Penalty 3069.861811 = -1423554.724687
  nChanged 4
		SP:Iteration 57Q (77464.430000 sec): 3 clusters
  Score: Raw -1426624.946870 + Penalty 3069.861811 = -1423555.085059
  nChanged 6
		SP:Iteration 58Q (77464.600000 sec): 3 clusters
  Score: Raw -1426625.493820 + Penalty 3069.861811 = -1423555.632009
  nChanged 4
		SP:Iteration 59Q (77464.780000 sec): 3 clusters
  Score: Raw -1426625.803625 + Penalty 3069.861811 = -1423555.941814
  nChanged 2
		SP:Iteration 60F (77464.950000 sec): 3 clusters
  Score: Raw -1426625.975307 + Penalty 3069.861811 = -1423556.113496
  nChanged 6
		SP:Iteration 61Q (77465.140000 sec): 3 clusters
  Score: Raw -1426626.509916 + Penalty 3069.861811 = -1423556.648104
  nChanged 4
		SP:Iteration 62Q (77465.300000 sec): 3 clusters
  Score: Raw -1426626.957602 + Penalty 3069.861811 = -1423557.095791
  nChanged 4
		SP:Iteration 63Q (77465.460000 sec): 3 clusters
  Score: Raw -1426627.371057 + Penalty 3069.861811 = -1423557.509246
  nChanged 2
		SP:Iteration 64Q (77465.650000 sec): 3 clusters
  Score: Raw -1426627.609264 + Penalty 3069.861811 = -1423557.747453
  nChanged 2
		SP:Iteration 65Q (77465.810000 sec): 3 clusters
  Score: Raw -1426627.840922 + Penalty 3069.861811 = -1423557.979111
  nChanged 1
		SP:Iteration 66Q (77465.980000 sec): 3 clusters
  Score: Raw -1426627.877390 + Penalty 3069.861811 = -1423558.015579
  nChanged 0
		SP:Iteration 67F (77466.150000 sec): 3 clusters
  Score: Raw -1426627.877390 + Penalty 3069.861811 = -1423558.015579
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 9 (6768 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77466.260000 sec): 2 clusters
  Score: Raw -762143.718977 + Penalty 1433.243646 = -760710.475331
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77466.380000 sec): 3 clusters
  Score: Raw -758452.415921 + Penalty 2866.487293 = -755585.928628
  nChanged 2860
		SP:Iteration 1F (77466.490000 sec): 3 clusters
  Score: Raw -760048.269385 + Penalty 2866.487293 = -757181.782092
  nChanged 463
		SP:Iteration 2F (77466.600000 sec): 3 clusters
  Score: Raw -760281.396591 + Penalty 2866.487293 = -757414.909298
  nChanged 358
		SP:Iteration 3F (77466.710000 sec): 3 clusters
  Score: Raw -760440.570310 + Penalty 2866.487293 = -757574.083017
  nChanged 286
		SP:Iteration 4Q (77466.820000 sec): 3 clusters
  Score: Raw -760573.870941 + Penalty 2866.487293 = -757707.383649
  nChanged 276
		SP:Iteration 5Q (77466.930000 sec): 3 clusters
  Score: Raw -760713.601420 + Penalty 2866.487293 = -757847.114127
  nChanged 247
		SP:Iteration 6Q (77467.040000 sec): 3 clusters
  Score: Raw -760856.869492 + Penalty 2866.487293 = -757990.382199
  nChanged 251
		SP:Iteration 7Q (77467.160000 sec): 3 clusters
  Score: Raw -761056.016230 + Penalty 2866.487293 = -758189.528937
  nChanged 353
		SP:Iteration 8F (77467.270000 sec): 3 clusters
  Score: Raw -761385.460999 + Penalty 2866.487293 = -758518.973706
  nChanged 407
		SP:Iteration 9F (77467.380000 sec): 3 clusters
  Score: Raw -761733.896436 + Penalty 2866.487293 = -758867.409144
  nChanged 376
		SP:Iteration 10F (77467.490000 sec): 3 clusters
  Score: Raw -762033.477553 + Penalty 2866.487293 = -759166.990260
  nChanged 336
		SP:Iteration 11Q (77467.600000 sec): 3 clusters
  Score: Raw -762283.302990 + Penalty 2866.487293 = -759416.815697
  nChanged 286
		SP:Iteration 12Q (77467.720000 sec): 3 clusters
  Score: Raw -762473.827240 + Penalty 2866.487293 = -759607.339947
  nChanged 223
		SP:Iteration 13Q (77467.830000 sec): 3 clusters
  Score: Raw -762590.813418 + Penalty 2866.487293 = -759724.326126
  nChanged 144
		SP:Iteration 14Q (77467.940000 sec): 3 clusters
  Score: Raw -762664.978556 + Penalty 2866.487293 = -759798.491263
  nChanged 125
		SP:Iteration 15Q (77468.050000 sec): 3 clusters
  Score: Raw -762733.857615 + Penalty 2866.487293 = -759867.370322
  nChanged 106
		SP:Iteration 16Q (77468.160000 sec): 3 clusters
  Score: Raw -762799.028564 + Penalty 2866.487293 = -759932.541271
  nChanged 115
		SP:Iteration 17Q (77468.270000 sec): 3 clusters
  Score: Raw -762867.163393 + Penalty 2866.487293 = -760000.676100
  nChanged 122
		SP:Iteration 18Q (77468.380000 sec): 3 clusters
  Score: Raw -762957.586416 + Penalty 2866.487293 = -760091.099123
  nChanged 117
		SP:Iteration 19Q (77468.500000 sec): 3 clusters
  Score: Raw -763045.484075 + Penalty 2866.487293 = -760178.996782
  nChanged 119
		SP:Iteration 20F (77468.610000 sec): 3 clusters
  Score: Raw -763169.100938 + Penalty 2866.487293 = -760302.613645
  nChanged 127
		SP:Iteration 21Q (77468.720000 sec): 3 clusters
  Score: Raw -763281.716160 + Penalty 2866.487293 = -760415.228867
  nChanged 109
		SP:Iteration 22Q (77468.830000 sec): 3 clusters
  Score: Raw -763364.549407 + Penalty 2866.487293 = -760498.062114
  nChanged 92
		SP:Iteration 23Q (77468.940000 sec): 3 clusters
  Score: Raw -763437.692131 + Penalty 2866.487293 = -760571.204838
  nChanged 98
		SP:Iteration 24Q (77469.040000 sec): 3 clusters
  Score: Raw -763507.929639 + Penalty 2866.487293 = -760641.442346
  nChanged 73
		SP:Iteration 25Q (77469.160000 sec): 3 clusters
  Score: Raw -763556.768900 + Penalty 2866.487293 = -760690.281607
  nChanged 73
		SP:Iteration 26Q (77469.260000 sec): 3 clusters
  Score: Raw -763613.548019 + Penalty 2866.487293 = -760747.060726
  nChanged 73
		SP:Iteration 27Q (77469.370000 sec): 3 clusters
  Score: Raw -763688.988962 + Penalty 2866.487293 = -760822.501669
  nChanged 65
		SP:Iteration 28Q (77469.480000 sec): 3 clusters
  Score: Raw -763758.594281 + Penalty 2866.487293 = -760892.106989
  nChanged 62
		SP:Iteration 29Q (77469.580000 sec): 3 clusters
  Score: Raw -763810.978930 + Penalty 2866.487293 = -760944.491637
  nChanged 44
		SP:Iteration 30Q (77469.690000 sec): 3 clusters
  Score: Raw -763836.740661 + Penalty 2866.487293 = -760970.253368
  nChanged 29
		SP:Iteration 31Q (77469.800000 sec): 3 clusters
  Score: Raw -763853.612150 + Penalty 2866.487293 = -760987.124857
  nChanged 27
		SP:Iteration 32Q (77469.910000 sec): 3 clusters
  Score: Raw -763862.946362 + Penalty 2866.487293 = -760996.459069
  nChanged 15
		SP:Iteration 33Q (77470.020000 sec): 3 clusters
  Score: Raw -763866.685551 + Penalty 2866.487293 = -761000.198258
  nChanged 13
		SP:Iteration 34Q (77470.120000 sec): 3 clusters
  Score: Raw -763869.562333 + Penalty 2866.487293 = -761003.075040
  nChanged 10
		SP:Iteration 35Q (77470.240000 sec): 3 clusters
  Score: Raw -763871.402300 + Penalty 2866.487293 = -761004.915007
  nChanged 6
		SP:Iteration 36Q (77470.340000 sec): 3 clusters
  Score: Raw -763873.115454 + Penalty 2866.487293 = -761006.628161
  nChanged 5
		SP:Iteration 37Q (77470.460000 sec): 3 clusters
  Score: Raw -763874.220135 + Penalty 2866.487293 = -761007.732842
  nChanged 8
		SP:Iteration 38Q (77470.570000 sec): 3 clusters
  Score: Raw -763876.153567 + Penalty 2866.487293 = -761009.666274
  nChanged 7
		SP:Iteration 39Q (77470.680000 sec): 3 clusters
  Score: Raw -763876.940359 + Penalty 2866.487293 = -761010.453066
  nChanged 2
		SP:Iteration 40F (77470.800000 sec): 3 clusters
  Score: Raw -763877.204550 + Penalty 2866.487293 = -761010.717257
  nChanged 1
		SP:Iteration 41Q (77470.910000 sec): 3 clusters
  Score: Raw -763877.577874 + Penalty 2866.487293 = -761011.090581
  nChanged 0
		SP:Iteration 42F (77471.020000 sec): 3 clusters
  Score: Raw -763877.577874 + Penalty 2866.487293 = -761011.090581
  nChanged 0
  Score: Raw -119170654.595548 + Penalty 270044.021176 = -118900610.574372

Splitting cluster 9 changes total score from -118901093.536480 to -118900610.574372

 So it's not getting split.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 10 (8322 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77908.740000 sec): 2 clusters
  Score: Raw -1016518.878026 + Penalty 1466.831907 = -1015052.046119
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77908.900000 sec): 3 clusters
  Score: Raw -1011862.544784 + Penalty 2933.663814 = -1008928.880970
  nChanged 3519
		SP:Iteration 1F (77909.010000 sec): 3 clusters
  Score: Raw -1013782.080867 + Penalty 2933.663814 = -1010848.417052
  nChanged 551
		SP:Iteration 2F (77909.120000 sec): 3 clusters
  Score: Raw -1014082.074317 + Penalty 2933.663814 = -1011148.410503
  nChanged 480
		SP:Iteration 3F (77909.260000 sec): 3 clusters
  Score: Raw -1014356.712053 + Penalty 2933.663814 = -1011423.048239
  nChanged 429
		SP:Iteration 4F (77909.380000 sec): 3 clusters
  Score: Raw -1014638.969278 + Penalty 2933.663814 = -1011705.305464
  nChanged 429
		SP:Iteration 5F (77909.510000 sec): 3 clusters
  Score: Raw -1014938.800313 + Penalty 2933.663814 = -1012005.136499
  nChanged 424
		SP:Iteration 6F (77909.620000 sec): 3 clusters
  Score: Raw -1015224.801575 + Penalty 2933.663814 = -1012291.137760
  nChanged 374
		SP:Iteration 7Q (77909.770000 sec): 3 clusters
  Score: Raw -1015496.601562 + Penalty 2933.663814 = -1012562.937748
  nChanged 363
		SP:Iteration 8Q (77909.900000 sec): 3 clusters
  Score: Raw -1015740.093584 + Penalty 2933.663814 = -1012806.429770
  nChanged 342
		SP:Iteration 9Q (77910.020000 sec): 3 clusters
  Score: Raw -1015948.028967 + Penalty 2933.663814 = -1013014.365152
  nChanged 282
		SP:Iteration 10Q (77910.150000 sec): 3 clusters
  Score: Raw -1016091.282606 + Penalty 2933.663814 = -1013157.618792
  nChanged 233
		SP:Iteration 11Q (77910.280000 sec): 3 clusters
  Score: Raw -1016222.465869 + Penalty 2933.663814 = -1013288.802055
  nChanged 213
		SP:Iteration 12Q (77910.400000 sec): 3 clusters
  Score: Raw -1016336.809778 + Penalty 2933.663814 = -1013403.145963
  nChanged 187
		SP:Iteration 13Q (77910.530000 sec): 3 clusters
  Score: Raw -1016420.731372 + Penalty 2933.663814 = -1013487.067558
  nChanged 157
		SP:Iteration 14Q (77910.660000 sec): 3 clusters
  Score: Raw -1016495.015258 + Penalty 2933.663814 = -1013561.351444
  nChanged 154
		SP:Iteration 15Q (77910.780000 sec): 3 clusters
  Score: Raw -1016577.722892 + Penalty 2933.663814 = -1013644.059078
  nChanged 165
		SP:Iteration 16Q (77910.910000 sec): 3 clusters
  Score: Raw -1016652.558306 + Penalty 2933.663814 = -1013718.894492
  nChanged 121
		SP:Iteration 17Q (77911.030000 sec): 3 clusters
  Score: Raw -1016706.882133 + Penalty 2933.663814 = -1013773.218319
  nChanged 92
		SP:Iteration 18Q (77911.160000 sec): 3 clusters
  Score: Raw -1016742.012562 + Penalty 2933.663814 = -1013808.348748
  nChanged 79
		SP:Iteration 19Q (77911.280000 sec): 3 clusters
  Score: Raw -1016772.190235 + Penalty 2933.663814 = -1013838.526421
  nChanged 67
		SP:Iteration 20F (77911.410000 sec): 3 clusters
  Score: Raw -1016793.805655 + Penalty 2933.663814 = -1013860.141841
  nChanged 48
		SP:Iteration 21Q (77911.540000 sec): 3 clusters
  Score: Raw -1016808.061951 + Penalty 2933.663814 = -1013874.398137
  nChanged 32
		SP:Iteration 22Q (77911.660000 sec): 3 clusters
  Score: Raw -1016817.013535 + Penalty 2933.663814 = -1013883.349721
  nChanged 33
		SP:Iteration 23Q (77911.780000 sec): 3 clusters
  Score: Raw -1016828.315336 + Penalty 2933.663814 = -1013894.651522
  nChanged 31
		SP:Iteration 24Q (77911.900000 sec): 3 clusters
  Score: Raw -1016834.965380 + Penalty 2933.663814 = -1013901.301566
  nChanged 19
		SP:Iteration 25Q (77912.010000 sec): 3 clusters
  Score: Raw -1016839.922004 + Penalty 2933.663814 = -1013906.258189
  nChanged 20
		SP:Iteration 26Q (77912.130000 sec): 3 clusters
  Score: Raw -1016844.926300 + Penalty 2933.663814 = -1013911.262486
  nChanged 15
		SP:Iteration 27Q (77912.250000 sec): 3 clusters
  Score: Raw -1016849.877403 + Penalty 2933.663814 = -1013916.213589
  nChanged 18
		SP:Iteration 28Q (77912.360000 sec): 3 clusters
  Score: Raw -1016854.308613 + Penalty 2933.663814 = -1013920.644799
  nChanged 13
		SP:Iteration 29Q (77912.480000 sec): 3 clusters
  Score: Raw -1016856.898687 + Penalty 2933.663814 = -1013923.234873
  nChanged 8
		SP:Iteration 30Q (77912.590000 sec): 3 clusters
  Score: Raw -1016858.912521 + Penalty 2933.663814 = -1013925.248707
  nChanged 6
		SP:Iteration 31Q (77912.710000 sec): 3 clusters
  Score: Raw -1016860.204479 + Penalty 2933.663814 = -1013926.540665
  nChanged 8
		SP:Iteration 32Q (77912.820000 sec): 3 clusters
  Score: Raw -1016861.896263 + Penalty 2933.663814 = -1013928.232449
  nChanged 9
		SP:Iteration 33Q (77912.940000 sec): 3 clusters
  Score: Raw -1016864.410580 + Penalty 2933.663814 = -1013930.746766
  nChanged 5
		SP:Iteration 34Q (77913.060000 sec): 3 clusters
  Score: Raw -1016865.321922 + Penalty 2933.663814 = -1013931.658108
  nChanged 3
		SP:Iteration 35Q (77913.220000 sec): 3 clusters
  Score: Raw -1016866.047566 + Penalty 2933.663814 = -1013932.383752
  nChanged 3
		SP:Iteration 36Q (77913.330000 sec): 3 clusters
  Score: Raw -1016866.620575 + Penalty 2933.663814 = -1013932.956761
  nChanged 3
		SP:Iteration 37Q (77913.450000 sec): 3 clusters
  Score: Raw -1016867.017862 + Penalty 2933.663814 = -1013933.354048
  nChanged 1
		SP:Iteration 38Q (77913.580000 sec): 3 clusters
  Score: Raw -1016867.210209 + Penalty 2933.663814 = -1013933.546395
  nChanged 1
		SP:Iteration 39Q (77913.700000 sec): 3 clusters
  Score: Raw -1016867.338798 + Penalty 2933.663814 = -1013933.674984
  nChanged 0
		SP:Iteration 40F (77913.830000 sec): 3 clusters
  Score: Raw -1016867.338798 + Penalty 2933.663814 = -1013933.674984
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 11 (14960 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77913.990000 sec): 2 clusters
  Score: Raw -1828269.218613 + Penalty 1562.134478 = -1826707.084134
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77914.200000 sec): 3 clusters
  Score: Raw -1819514.926587 + Penalty 3124.268957 = -1816390.657630
  nChanged 6675
		SP:Iteration 1F (77914.410000 sec): 3 clusters
  Score: Raw -1823216.231411 + Penalty 3124.268957 = -1820091.962455
  nChanged 987
		SP:Iteration 2F (77914.620000 sec): 3 clusters
  Score: Raw -1823725.262559 + Penalty 3124.268957 = -1820600.993603
  nChanged 997
		SP:Iteration 3F (77914.820000 sec): 3 clusters
  Score: Raw -1824311.922662 + Penalty 3124.268957 = -1821187.653706
  nChanged 1035
		SP:Iteration 4F (77915.030000 sec): 3 clusters
  Score: Raw -1824985.112154 + Penalty 3124.268957 = -1821860.843197
  nChanged 991
		SP:Iteration 5F (77915.210000 sec): 3 clusters
  Score: Raw -1825679.232044 + Penalty 3124.268957 = -1822554.963087
  nChanged 958
		SP:Iteration 6F (77915.400000 sec): 3 clusters
  Score: Raw -1826377.669958 + Penalty 3124.268957 = -1823253.401001
  nChanged 819
		SP:Iteration 7F (77915.600000 sec): 3 clusters
  Score: Raw -1826943.926409 + Penalty 3124.268957 = -1823819.657453
  nChanged 683
		SP:Iteration 8Q (77915.810000 sec): 3 clusters
  Score: Raw -1827408.831429 + Penalty 3124.268957 = -1824284.562473
  nChanged 562
		SP:Iteration 9Q (77916.000000 sec): 3 clusters
  Score: Raw -1827802.402259 + Penalty 3124.268957 = -1824678.133302
  nChanged 462
		SP:Iteration 10Q (77916.180000 sec): 3 clusters
  Score: Raw -1828142.083803 + Penalty 3124.268957 = -1825017.814847
  nChanged 371
		SP:Iteration 11Q (77916.420000 sec): 3 clusters
  Score: Raw -1828442.573739 + Penalty 3124.268957 = -1825318.304783
  nChanged 325
		SP:Iteration 12Q (77916.610000 sec): 3 clusters
  Score: Raw -1828713.348416 + Penalty 3124.268957 = -1825589.079460
  nChanged 281
		SP:Iteration 13Q (77916.790000 sec): 3 clusters
  Score: Raw -1828922.131768 + Penalty 3124.268957 = -1825797.862811
  nChanged 217
		SP:Iteration 14Q (77916.970000 sec): 3 clusters
  Score: Raw -1829052.860025 + Penalty 3124.268957 = -1825928.591068
  nChanged 166
		SP:Iteration 15Q (77917.200000 sec): 3 clusters
  Score: Raw -1829128.740668 + Penalty 3124.268957 = -1826004.471711
  nChanged 134
		SP:Iteration 16Q (77917.430000 sec): 3 clusters
  Score: Raw -1829178.987471 + Penalty 3124.268957 = -1826054.718515
  nChanged 100
		SP:Iteration 17Q (77917.610000 sec): 3 clusters
  Score: Raw -1829215.761773 + Penalty 3124.268957 = -1826091.492817
  nChanged 91
		SP:Iteration 18Q (77917.780000 sec): 3 clusters
  Score: Raw -1829246.743264 + Penalty 3124.268957 = -1826122.474307
  nChanged 88
		SP:Iteration 19Q (77918.020000 sec): 3 clusters
  Score: Raw -1829273.750459 + Penalty 3124.268957 = -1826149.481502
  nChanged 68
		SP:Iteration 20F (77918.200000 sec): 3 clusters
  Score: Raw -1829288.959643 + Penalty 3124.268957 = -1826164.690686
  nChanged 40
		SP:Iteration 21Q (77918.440000 sec): 3 clusters
  Score: Raw -1829297.354803 + Penalty 3124.268957 = -1826173.085846
  nChanged 35
		SP:Iteration 22Q (77918.620000 sec): 3 clusters
  Score: Raw -1829303.397207 + Penalty 3124.268957 = -1826179.128250
  nChanged 36
		SP:Iteration 23Q (77918.840000 sec): 3 clusters
  Score: Raw -1829310.660986 + Penalty 3124.268957 = -1826186.392029
  nChanged 29
		SP:Iteration 24Q (77919.010000 sec): 3 clusters
  Score: Raw -1829315.366385 + Penalty 3124.268957 = -1826191.097428
  nChanged 20
		SP:Iteration 25Q (77919.250000 sec): 3 clusters
  Score: Raw -1829318.246045 + Penalty 3124.268957 = -1826193.977088
  nChanged 12
		SP:Iteration 26Q (77919.430000 sec): 3 clusters
  Score: Raw -1829319.614546 + Penalty 3124.268957 = -1826195.345589
  nChanged 14
		SP:Iteration 27Q (77919.600000 sec): 3 clusters
  Score: Raw -1829321.608252 + Penalty 3124.268957 = -1826197.339296
  nChanged 15
		SP:Iteration 28Q (77919.830000 sec): 3 clusters
  Score: Raw -1829323.670685 + Penalty 3124.268957 = -1826199.401728
  nChanged 14
		SP:Iteration 29Q (77920.000000 sec): 3 clusters
  Score: Raw -1829325.325267 + Penalty 3124.268957 = -1826201.056311
  nChanged 10
		SP:Iteration 30Q (77920.220000 sec): 3 clusters
  Score: Raw -1829326.006867 + Penalty 3124.268957 = -1826201.737910
  nChanged 4
		SP:Iteration 31Q (77920.440000 sec): 3 clusters
  Score: Raw -1829326.301483 + Penalty 3124.268957 = -1826202.032526
  nChanged 1
		SP:Iteration 32Q (77920.670000 sec): 3 clusters
  Score: Raw -1829326.393087 + Penalty 3124.268957 = -1826202.124130
  nChanged 2
		SP:Iteration 33Q (77920.850000 sec): 3 clusters
  Score: Raw -1829326.500266 + Penalty 3124.268957 = -1826202.231309
  nChanged 0
		SP:Iteration 34F (77921.040000 sec): 3 clusters
  Score: Raw -1829326.500266 + Penalty 3124.268957 = -1826202.231309
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 12 (6067 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77921.120000 sec): 2 clusters
  Score: Raw -650633.110045 + Penalty 1415.475673 = -649217.634371
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77921.250000 sec): 3 clusters
  Score: Raw -647464.106178 + Penalty 2830.951347 = -644633.154831
  nChanged 2554
		SP:Iteration 1F (77921.350000 sec): 3 clusters
  Score: Raw -649152.528816 + Penalty 2830.951347 = -646321.577469
  nChanged 538
		SP:Iteration 2F (77921.450000 sec): 3 clusters
  Score: Raw -649582.981726 + Penalty 2830.951347 = -646752.030380
  nChanged 434
		SP:Iteration 3F (77921.550000 sec): 3 clusters
  Score: Raw -649888.690887 + Penalty 2830.951347 = -647057.739540
  nChanged 363
		SP:Iteration 4F (77921.650000 sec): 3 clusters
  Score: Raw -650170.460147 + Penalty 2830.951347 = -647339.508800
  nChanged 336
		SP:Iteration 5F (77921.740000 sec): 3 clusters
  Score: Raw -650435.414902 + Penalty 2830.951347 = -647604.463555
  nChanged 283
		SP:Iteration 6Q (77921.840000 sec): 3 clusters
  Score: Raw -650617.480670 + Penalty 2830.951347 = -647786.529323
  nChanged 217
		SP:Iteration 7Q (77921.940000 sec): 3 clusters
  Score: Raw -650738.530451 + Penalty 2830.951347 = -647907.579104
  nChanged 157
		SP:Iteration 8Q (77922.040000 sec): 3 clusters
  Score: Raw -650820.669079 + Penalty 2830.951347 = -647989.717732
  nChanged 130
		SP:Iteration 9Q (77922.130000 sec): 3 clusters
  Score: Raw -650882.580712 + Penalty 2830.951347 = -648051.629366
  nChanged 128
		SP:Iteration 10Q (77922.230000 sec): 3 clusters
  Score: Raw -650940.367029 + Penalty 2830.951347 = -648109.415682
  nChanged 100
		SP:Iteration 11Q (77922.330000 sec): 3 clusters
  Score: Raw -650984.519445 + Penalty 2830.951347 = -648153.568099
  nChanged 92
		SP:Iteration 12Q (77922.430000 sec): 3 clusters
  Score: Raw -651020.327604 + Penalty 2830.951347 = -648189.376257
  nChanged 71
		SP:Iteration 13Q (77922.520000 sec): 3 clusters
  Score: Raw -651042.408862 + Penalty 2830.951347 = -648211.457515
  nChanged 53
		SP:Iteration 14Q (77922.620000 sec): 3 clusters
  Score: Raw -651057.015436 + Penalty 2830.951347 = -648226.064089
  nChanged 39
		SP:Iteration 15Q (77922.720000 sec): 3 clusters
  Score: Raw -651068.591691 + Penalty 2830.951347 = -648237.640344
  nChanged 33
		SP:Iteration 16Q (77922.810000 sec): 3 clusters
  Score: Raw -651077.177791 + Penalty 2830.951347 = -648246.226444
  nChanged 32
		SP:Iteration 17Q (77922.910000 sec): 3 clusters
  Score: Raw -651085.403875 + Penalty 2830.951347 = -648254.452529
  nChanged 30
		SP:Iteration 18Q (77923.010000 sec): 3 clusters
  Score: Raw -651092.739938 + Penalty 2830.951347 = -648261.788591
  nChanged 28
		SP:Iteration 19Q (77923.100000 sec): 3 clusters
  Score: Raw -651099.619966 + Penalty 2830.951347 = -648268.668619
  nChanged 27
		SP:Iteration 20F (77923.200000 sec): 3 clusters
  Score: Raw -651105.233603 + Penalty 2830.951347 = -648274.282256
  nChanged 16
		SP:Iteration 21Q (77923.300000 sec): 3 clusters
  Score: Raw -651107.399840 + Penalty 2830.951347 = -648276.448494
  nChanged 11
		SP:Iteration 22Q (77923.390000 sec): 3 clusters
  Score: Raw -651109.633025 + Penalty 2830.951347 = -648278.681678
  nChanged 9
		SP:Iteration 23Q (77923.490000 sec): 3 clusters
  Score: Raw -651111.327941 + Penalty 2830.951347 = -648280.376594
  nChanged 12
		SP:Iteration 24Q (77923.590000 sec): 3 clusters
  Score: Raw -651113.903719 + Penalty 2830.951347 = -648282.952373
  nChanged 12
		SP:Iteration 25Q (77923.690000 sec): 3 clusters
  Score: Raw -651115.429426 + Penalty 2830.951347 = -648284.478079
  nChanged 5
		SP:Iteration 26Q (77923.780000 sec): 3 clusters
  Score: Raw -651116.391025 + Penalty 2830.951347 = -648285.439679
  nChanged 3
		SP:Iteration 27Q (77923.880000 sec): 3 clusters
  Score: Raw -651116.854655 + Penalty 2830.951347 = -648285.903308
  nChanged 4
		SP:Iteration 28Q (77923.980000 sec): 3 clusters
  Score: Raw -651117.973128 + Penalty 2830.951347 = -648287.021782
  nChanged 4
		SP:Iteration 29Q (77924.070000 sec): 3 clusters
  Score: Raw -651118.485707 + Penalty 2830.951347 = -648287.534360
  nChanged 4
		SP:Iteration 30Q (77924.180000 sec): 3 clusters
  Score: Raw -651118.936903 + Penalty 2830.951347 = -648287.985556
  nChanged 2
		SP:Iteration 31Q (77924.280000 sec): 3 clusters
  Score: Raw -651119.053104 + Penalty 2830.951347 = -648288.101757
  nChanged 0
		SP:Iteration 32F (77924.380000 sec): 3 clusters
  Score: Raw -651119.053104 + Penalty 2830.951347 = -648288.101757
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 13 (344 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77924.430000 sec): 2 clusters
  Score: Raw -32978.262964 + Penalty 949.104269 = -32029.158695
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77924.440000 sec): 3 clusters
  Score: Raw -33039.838667 + Penalty 1898.208539 = -31141.630128
  nChanged 78
		SP:Iteration 1F (77924.450000 sec): 3 clusters
  Score: Raw -33211.167693 + Penalty 1898.208539 = -31312.959155
  nChanged 23
		SP:Iteration 2F (77924.450000 sec): 3 clusters
  Score: Raw -33275.075931 + Penalty 1898.208539 = -31376.867392
  nChanged 13
		SP:Iteration 3Q (77924.460000 sec): 3 clusters
  Score: Raw -33303.906767 + Penalty 1898.208539 = -31405.698228
  nChanged 7
		SP:Iteration 4Q (77924.470000 sec): 3 clusters
  Score: Raw -33321.542999 + Penalty 1898.208539 = -31423.334460
  nChanged 2
		SP:Iteration 5Q (77924.480000 sec): 3 clusters
  Score: Raw -33325.566082 + Penalty 1898.208539 = -31427.357544
  nChanged 1
		SP:Iteration 6Q (77924.490000 sec): 3 clusters
  Score: Raw -33336.797429 + Penalty 1898.208539 = -31438.588890
  nChanged 0
		SP:Iteration 7F (77924.490000 sec): 3 clusters
  Score: Raw -33336.797429 + Penalty 1898.208539 = -31438.588890
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 14 (909 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77924.540000 sec): 2 clusters
  Score: Raw -89518.563907 + Penalty 1107.006078 = -88411.557829
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77924.560000 sec): 3 clusters
  Score: Raw -89351.616817 + Penalty 2214.012156 = -87137.604661
  nChanged 271
		SP:Iteration 1F (77924.570000 sec): 3 clusters
  Score: Raw -89995.364879 + Penalty 2214.012156 = -87781.352723
  nChanged 130
		SP:Iteration 2F (77924.590000 sec): 3 clusters
  Score: Raw -90281.709843 + Penalty 2214.012156 = -88067.697687
  nChanged 80
		SP:Iteration 3F (77924.610000 sec): 3 clusters
  Score: Raw -90497.398138 + Penalty 2214.012156 = -88283.385982
  nChanged 56
		SP:Iteration 4F (77924.630000 sec): 3 clusters
  Score: Raw -90665.185650 + Penalty 2214.012156 = -88451.173494
  nChanged 48
		SP:Iteration 5F (77924.650000 sec): 3 clusters
  Score: Raw -90875.429299 + Penalty 2214.012156 = -88661.417144
  nChanged 44
		SP:Iteration 6Q (77924.660000 sec): 3 clusters
  Score: Raw -91020.788367 + Penalty 2214.012156 = -88806.776211
  nChanged 14
		SP:Iteration 7Q (77924.680000 sec): 3 clusters
  Score: Raw -91071.279854 + Penalty 2214.012156 = -88857.267699
  nChanged 12
		SP:Iteration 8Q (77924.690000 sec): 3 clusters
  Score: Raw -91120.937126 + Penalty 2214.012156 = -88906.924970
  nChanged 13
		SP:Iteration 9Q (77924.710000 sec): 3 clusters
  Score: Raw -91169.705206 + Penalty 2214.012156 = -88955.693051
  nChanged 8
		SP:Iteration 10Q (77924.730000 sec): 3 clusters
  Score: Raw -91203.620839 + Penalty 2214.012156 = -88989.608684
  nChanged 9
		SP:Iteration 11Q (77924.750000 sec): 3 clusters
  Score: Raw -91236.356700 + Penalty 2214.012156 = -89022.344544
  nChanged 4
		SP:Iteration 12Q (77924.760000 sec): 3 clusters
  Score: Raw -91255.562461 + Penalty 2214.012156 = -89041.550306
  nChanged 3
		SP:Iteration 13Q (77924.780000 sec): 3 clusters
  Score: Raw -91269.122550 + Penalty 2214.012156 = -89055.110395
  nChanged 2
		SP:Iteration 14Q (77924.800000 sec): 3 clusters
  Score: Raw -91289.187448 + Penalty 2214.012156 = -89075.175293
  nChanged 4
		SP:Iteration 15Q (77924.810000 sec): 3 clusters
  Score: Raw -91311.945919 + Penalty 2214.012156 = -89097.933764
  nChanged 2
		SP:Iteration 16Q (77924.830000 sec): 3 clusters
  Score: Raw -91318.701442 + Penalty 2214.012156 = -89104.689287
  nChanged 1
		SP:Iteration 17Q (77924.850000 sec): 3 clusters
  Score: Raw -91322.656942 + Penalty 2214.012156 = -89108.644786
  nChanged 1
		SP:Iteration 18Q (77924.860000 sec): 3 clusters
  Score: Raw -91324.300664 + Penalty 2214.012156 = -89110.288509
  nChanged 1
		SP:Iteration 19Q (77924.880000 sec): 3 clusters
  Score: Raw -91327.031092 + Penalty 2214.012156 = -89113.018937
  nChanged 0
		SP:Iteration 20F (77924.900000 sec): 3 clusters
  Score: Raw -91327.031092 + Penalty 2214.012156 = -89113.018937
  nChanged 0
  Score: Raw -119170729.203838 + Penalty 270044.021176 = -118900685.182662

Splitting cluster 14 changes total score from -118901093.536480 to -118900685.182662

 So it's not getting split.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 15 (36220 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78289.520000 sec): 2 clusters
  Score: Raw -4572340.252972 + Penalty 1705.822094 = -4570634.430878
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78289.940000 sec): 3 clusters
  Score: Raw -4549777.060203 + Penalty 3411.644188 = -4546365.416015
  nChanged 16741
		SP:Iteration 1F (78290.320000 sec): 3 clusters
  Score: Raw -4559135.675377 + Penalty 3411.644188 = -4555724.031189
  nChanged 1510
		SP:Iteration 2Q (78290.680000 sec): 3 clusters
  Score: Raw -4559592.751801 + Penalty 3411.644188 = -4556181.107613
  nChanged 1440
		SP:Iteration 3Q (78291.080000 sec): 3 clusters
  Score: Raw -4560065.552008 + Penalty 3411.644188 = -4556653.907820
  nChanged 1499
		SP:Iteration 4Q (78291.480000 sec): 3 clusters
  Score: Raw -4560583.376750 + Penalty 3411.644188 = -4557171.732562
  nChanged 1511
		SP:Iteration 5Q (78291.840000 sec): 3 clusters
  Score: Raw -4561172.224229 + Penalty 3411.644188 = -4557760.580042
  nChanged 1619
		SP:Iteration 6Q (78292.220000 sec): 3 clusters
  Score: Raw -4561894.968878 + Penalty 3411.644188 = -4558483.324690
  nChanged 1737
		SP:Iteration 7Q (78292.590000 sec): 3 clusters
  Score: Raw -4562787.982186 + Penalty 3411.644188 = -4559376.337998
  nChanged 1962
		SP:Iteration 8F (78292.990000 sec): 3 clusters
  Score: Raw -4564016.428560 + Penalty 3411.644188 = -4560604.784372
  nChanged 2108
		SP:Iteration 9F (78293.370000 sec): 3 clusters
  Score: Raw -4565600.877484 + Penalty 3411.644188 = -4562189.233297
  nChanged 2071
		SP:Iteration 10F (78293.760000 sec): 3 clusters
  Score: Raw -4567318.744872 + Penalty 3411.644188 = -4563907.100684
  nChanged 1778
		SP:Iteration 11Q (78294.100000 sec): 3 clusters
  Score: Raw -4568759.171489 + Penalty 3411.644188 = -4565347.527302
  nChanged 1276
		SP:Iteration 12Q (78294.490000 sec): 3 clusters
  Score: Raw -4569735.009687 + Penalty 3411.644188 = -4566323.365499
  nChanged 991
		SP:Iteration 13Q (78294.830000 sec): 3 clusters
  Score: Raw -4570437.548800 + Penalty 3411.644188 = -4567025.904612
  nChanged 717
		SP:Iteration 14Q (78295.190000 sec): 3 clusters
  Score: Raw -4570905.919523 + Penalty 3411.644188 = -4567494.275335
  nChanged 576
		SP:Iteration 15Q (78295.520000 sec): 3 clusters
  Score: Raw -4571245.824723 + Penalty 3411.644188 = -4567834.180535
  nChanged 437
		SP:Iteration 16Q (78295.850000 sec): 3 clusters
  Score: Raw -4571476.837129 + Penalty 3411.644188 = -4568065.192942
  nChanged 356
		SP:Iteration 17Q (78296.210000 sec): 3 clusters
  Score: Raw -4571654.372190 + Penalty 3411.644188 = -4568242.728002
  nChanged 289
		SP:Iteration 18Q (78296.590000 sec): 3 clusters
  Score: Raw -4571795.716047 + Penalty 3411.644188 = -4568384.071859
  nChanged 246
		SP:Iteration 19Q (78296.940000 sec): 3 clusters
  Score: Raw -4571907.460419 + Penalty 3411.644188 = -4568495.816231
  nChanged 193
		SP:Iteration 20F (78297.290000 sec): 3 clusters
  Score: Raw -4571990.366933 + Penalty 3411.644188 = -4568578.722745
  nChanged 153
		SP:Iteration 21Q (78297.640000 sec): 3 clusters
  Score: Raw -4572046.959551 + Penalty 3411.644188 = -4568635.315363
  nChanged 122
		SP:Iteration 22Q (78298.010000 sec): 3 clusters
  Score: Raw -4572092.918334 + Penalty 3411.644188 = -4568681.274146
  nChanged 135
		SP:Iteration 23Q (78298.330000 sec): 3 clusters
  Score: Raw -4572145.849706 + Penalty 3411.644188 = -4568734.205518
  nChanged 132
		SP:Iteration 24Q (78298.700000 sec): 3 clusters
  Score: Raw -4572197.992764 + Penalty 3411.644188 = -4568786.348576
  nChanged 105
		SP:Iteration 25Q (78299.030000 sec): 3 clusters
  Score: Raw -4572244.426911 + Penalty 3411.644188 = -4568832.782723
  nChanged 98
		SP:Iteration 26Q (78299.380000 sec): 3 clusters
  Score: Raw -4572283.301383 + Penalty 3411.644188 = -4568871.657195
  nChanged 77
		SP:Iteration 27Q (78299.700000 sec): 3 clusters
  Score: Raw -4572314.980030 + Penalty 3411.644188 = -4568903.335843
  nChanged 77
		SP:Iteration 28Q (78300.070000 sec): 3 clusters
  Score: Raw -4572343.740199 + Penalty 3411.644188 = -4568932.096011
  nChanged 62
		SP:Iteration 29Q (78300.390000 sec): 3 clusters
  Score: Raw -4572371.677667 + Penalty 3411.644188 = -4568960.033480
  nChanged 61
		SP:Iteration 30Q (78300.760000 sec): 3 clusters
  Score: Raw -4572401.616566 + Penalty 3411.644188 = -4568989.972379
  nChanged 59
		SP:Iteration 31Q (78301.120000 sec): 3 clusters
  Score: Raw -4572432.818401 + Penalty 3411.644188 = -4569021.174213
  nChanged 52
		SP:Iteration 32Q (78301.450000 sec): 3 clusters
  Score: Raw -4572457.550668 + Penalty 3411.644188 = -4569045.906481
  nChanged 44
		SP:Iteration 33Q (78301.820000 sec): 3 clusters
  Score: Raw -4572474.218620 + Penalty 3411.644188 = -4569062.574432
  nChanged 24
		SP:Iteration 34Q (78302.130000 sec): 3 clusters
  Score: Raw -4572482.196136 + Penalty 3411.644188 = -4569070.551948
  nChanged 18
		SP:Iteration 35Q (78302.500000 sec): 3 clusters
  Score: Raw -4572490.366679 + Penalty 3411.644188 = -4569078.722492
  nChanged 20
		SP:Iteration 36Q (78302.820000 sec): 3 clusters
  Score: Raw -4572499.015118 + Penalty 3411.644188 = -4569087.370931
  nChanged 20
		SP:Iteration 37Q (78303.190000 sec): 3 clusters
  Score: Raw -4572506.594633 + Penalty 3411.644188 = -4569094.950445
  nChanged 19
		SP:Iteration 38Q (78303.510000 sec): 3 clusters
  Score: Raw -4572515.769155 + Penalty 3411.644188 = -4569104.124968
  nChanged 20
		SP:Iteration 39Q (78303.850000 sec): 3 clusters
  Score: Raw -4572523.820109 + Penalty 3411.644188 = -4569112.175922
  nChanged 14
		SP:Iteration 40F (78304.200000 sec): 3 clusters
  Score: Raw -4572529.877489 + Penalty 3411.644188 = -4569118.233301
  nChanged 14
		SP:Iteration 41Q (78304.540000 sec): 3 clusters
  Score: Raw -4572536.998865 + Penalty 3411.644188 = -4569125.354678
  nChanged 10
		SP:Iteration 42Q (78304.860000 sec): 3 clusters
  Score: Raw -4572542.010396 + Penalty 3411.644188 = -4569130.366208
  nChanged 11
		SP:Iteration 43Q (78305.200000 sec): 3 clusters
  Score: Raw -4572546.720275 + Penalty 3411.644188 = -4569135.076087
  nChanged 11
		SP:Iteration 44Q (78305.520000 sec): 3 clusters
  Score: Raw -4572550.187432 + Penalty 3411.644188 = -4569138.543245
  nChanged 9
		SP:Iteration 45Q (78305.890000 sec): 3 clusters
  Score: Raw -4572553.583400 + Penalty 3411.644188 = -4569141.939213
  nChanged 7
		SP:Iteration 46Q (78306.210000 sec): 3 clusters
  Score: Raw -4572556.173382 + Penalty 3411.644188 = -4569144.529195
  nChanged 6
		SP:Iteration 47Q (78306.580000 sec): 3 clusters
  Score: Raw -4572558.206067 + Penalty 3411.644188 = -4569146.561880
  nChanged 4
		SP:Iteration 48Q (78306.960000 sec): 3 clusters
  Score: Raw -4572559.921582 + Penalty 3411.644188 = -4569148.277394
  nChanged 2
		SP:Iteration 49Q (78307.270000 sec): 3 clusters
  Score: Raw -4572561.017914 + Penalty 3411.644188 = -4569149.373727
  nChanged 1
		SP:Iteration 50Q (78307.640000 sec): 3 clusters
  Score: Raw -4572562.124507 + Penalty 3411.644188 = -4569150.480319
  nChanged 4
		SP:Iteration 51Q (78307.960000 sec): 3 clusters
  Score: Raw -4572563.637605 + Penalty 3411.644188 = -4569151.993417
  nChanged 5
		SP:Iteration 52Q (78308.320000 sec): 3 clusters
  Score: Raw -4572565.420979 + Penalty 3411.644188 = -4569153.776791
  nChanged 2
		SP:Iteration 53Q (78308.640000 sec): 3 clusters
  Score: Raw -4572566.184776 + Penalty 3411.644188 = -4569154.540588
  nChanged 3
		SP:Iteration 54Q (78309.000000 sec): 3 clusters
  Score: Raw -4572567.293447 + Penalty 3411.644188 = -4569155.649260
  nChanged 2
		SP:Iteration 55Q (78309.320000 sec): 3 clusters
  Score: Raw -4572567.941907 + Penalty 3411.644188 = -4569156.297719
  nChanged 2
		SP:Iteration 56Q (78309.700000 sec): 3 clusters
  Score: Raw -4572568.500020 + Penalty 3411.644188 = -4569156.855832
  nChanged 0
		SP:Iteration 57F (78310.090000 sec): 3 clusters
  Score: Raw -4572568.500020 + Penalty 3411.644188 = -4569156.855832
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 16 (10877 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78310.220000 sec): 2 clusters
  Score: Raw -1299634.212065 + Penalty 1510.340934 = -1298123.871131
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78310.370000 sec): 3 clusters
  Score: Raw -1293413.343934 + Penalty 3020.681868 = -1290392.662066
  nChanged 4702
		SP:Iteration 1F (78310.520000 sec): 3 clusters
  Score: Raw -1296089.143105 + Penalty 3020.681868 = -1293068.461238
  nChanged 678
		SP:Iteration 2F (78310.660000 sec): 3 clusters
  Score: Raw -1296399.291728 + Penalty 3020.681868 = -1293378.609860
  nChanged 567
		SP:Iteration 3F (78310.850000 sec): 3 clusters
  Score: Raw -1296660.361385 + Penalty 3020.681868 = -1293639.679518
  nChanged 530
		SP:Iteration 4Q (78310.990000 sec): 3 clusters
  Score: Raw -1296923.344758 + Penalty 3020.681868 = -1293902.662890
  nChanged 502
		SP:Iteration 5Q (78311.150000 sec): 3 clusters
  Score: Raw -1297179.264559 + Penalty 3020.681868 = -1294158.582692
  nChanged 506
		SP:Iteration 6Q (78311.330000 sec): 3 clusters
  Score: Raw -1297433.101713 + Penalty 3020.681868 = -1294412.419845
  nChanged 487
		SP:Iteration 7Q (78311.480000 sec): 3 clusters
  Score: Raw -1297695.518172 + Penalty 3020.681868 = -1294674.836304
  nChanged 453
		SP:Iteration 8Q (78311.650000 sec): 3 clusters
  Score: Raw -1297953.732199 + Penalty 3020.681868 = -1294933.050332
  nChanged 430
		SP:Iteration 9Q (78311.790000 sec): 3 clusters
  Score: Raw -1298206.626802 + Penalty 3020.681868 = -1295185.944934
  nChanged 396
		SP:Iteration 10Q (78311.960000 sec): 3 clusters
  Score: Raw -1298468.977235 + Penalty 3020.681868 = -1295448.295367
  nChanged 384
		SP:Iteration 11Q (78312.120000 sec): 3 clusters
  Score: Raw -1298738.882060 + Penalty 3020.681868 = -1295718.200192
  nChanged 341
		SP:Iteration 12Q (78312.260000 sec): 3 clusters
  Score: Raw -1298997.596041 + Penalty 3020.681868 = -1295976.914174
  nChanged 298
		SP:Iteration 13Q (78312.440000 sec): 3 clusters
  Score: Raw -1299222.934599 + Penalty 3020.681868 = -1296202.252731
  nChanged 215
		SP:Iteration 14Q (78312.580000 sec): 3 clusters
  Score: Raw -1299370.620734 + Penalty 3020.681868 = -1296349.938866
  nChanged 168
		SP:Iteration 15Q (78312.740000 sec): 3 clusters
  Score: Raw -1299467.562004 + Penalty 3020.681868 = -1296446.880136
  nChanged 137
		SP:Iteration 16Q (78312.890000 sec): 3 clusters
  Score: Raw -1299528.880191 + Penalty 3020.681868 = -1296508.198323
  nChanged 101
		SP:Iteration 17Q (78313.030000 sec): 3 clusters
  Score: Raw -1299569.514795 + Penalty 3020.681868 = -1296548.832927
  nChanged 93
		SP:Iteration 18Q (78313.200000 sec): 3 clusters
  Score: Raw -1299610.627284 + Penalty 3020.681868 = -1296589.945416
  nChanged 77
		SP:Iteration 19Q (78313.350000 sec): 3 clusters
  Score: Raw -1299639.858862 + Penalty 3020.681868 = -1296619.176994
  nChanged 68
		SP:Iteration 20F (78313.490000 sec): 3 clusters
  Score: Raw -1299668.929650 + Penalty 3020.681868 = -1296648.247782
  nChanged 55
		SP:Iteration 21Q (78313.660000 sec): 3 clusters
  Score: Raw -1299694.081961 + Penalty 3020.681868 = -1296673.400094
  nChanged 57
		SP:Iteration 22Q (78313.810000 sec): 3 clusters
  Score: Raw -1299721.118730 + Penalty 3020.681868 = -1296700.436863
  nChanged 60
		SP:Iteration 23Q (78313.950000 sec): 3 clusters
  Score: Raw -1299749.369934 + Penalty 3020.681868 = -1296728.688066
  nChanged 46
		SP:Iteration 24Q (78314.120000 sec): 3 clusters
  Score: Raw -1299768.282699 + Penalty 3020.681868 = -1296747.600831
  nChanged 42
		SP:Iteration 25Q (78314.260000 sec): 3 clusters
  Score: Raw -1299786.666278 + Penalty 3020.681868 = -1296765.984410
  nChanged 35
		SP:Iteration 26Q (78314.400000 sec): 3 clusters
  Score: Raw -1299803.329333 + Penalty 3020.681868 = -1296782.647465
  nChanged 35
		SP:Iteration 27Q (78314.570000 sec): 3 clusters
  Score: Raw -1299815.705507 + Penalty 3020.681868 = -1296795.023640
  nChanged 21
		SP:Iteration 28Q (78314.720000 sec): 3 clusters
  Score: Raw -1299822.266820 + Penalty 3020.681868 = -1296801.584952
  nChanged 19
		SP:Iteration 29Q (78314.860000 sec): 3 clusters
  Score: Raw -1299826.515546 + Penalty 3020.681868 = -1296805.833678
  nChanged 4
		SP:Iteration 30Q (78315.140000 sec): 3 clusters
  Score: Raw -1299827.153877 + Penalty 3020.681868 = -1296806.472010
  nChanged 5
		SP:Iteration 31Q (78315.260000 sec): 3 clusters
  Score: Raw -1299828.601773 + Penalty 3020.681868 = -1296807.919905
  nChanged 4
		SP:Iteration 32Q (78315.400000 sec): 3 clusters
  Score: Raw -1299829.413993 + Penalty 3020.681868 = -1296808.732125
  nChanged 3
		SP:Iteration 33Q (78315.540000 sec): 3 clusters
  Score: Raw -1299830.109860 + Penalty 3020.681868 = -1296809.427993
  nChanged 4
		SP:Iteration 34Q (78315.710000 sec): 3 clusters
  Score: Raw -1299831.814771 + Penalty 3020.681868 = -1296811.132903
  nChanged 0
		SP:Iteration 35F (78315.860000 sec): 3 clusters
  Score: Raw -1299831.814771 + Penalty 3020.681868 = -1296811.132903
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 17 (1003 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78315.930000 sec): 2 clusters
  Score: Raw -116191.811557 + Penalty 1122.997003 = -115068.814554
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78315.950000 sec): 3 clusters
  Score: Raw -115869.991037 + Penalty 2245.994006 = -113623.997031
  nChanged 308
		SP:Iteration 1F (78315.970000 sec): 3 clusters
  Score: Raw -116125.573105 + Penalty 2245.994006 = -113879.579099
  nChanged 82
		SP:Iteration 2F (78315.990000 sec): 3 clusters
  Score: Raw -116241.562289 + Penalty 2245.994006 = -113995.568283
  nChanged 64
		SP:Iteration 3F (78316.010000 sec): 3 clusters
  Score: Raw -116330.098423 + Penalty 2245.994006 = -114084.104417
  nChanged 47
		SP:Iteration 4Q (78316.040000 sec): 3 clusters
  Score: Raw -116400.560552 + Penalty 2245.994006 = -114154.566546
  nChanged 47
		SP:Iteration 5Q (78316.060000 sec): 3 clusters
  Score: Raw -116486.763780 + Penalty 2245.994006 = -114240.769774
  nChanged 43
		SP:Iteration 6Q (78316.080000 sec): 3 clusters
  Score: Raw -116568.483535 + Penalty 2245.994006 = -114322.489529
  nChanged 31
		SP:Iteration 7Q (78316.100000 sec): 3 clusters
  Score: Raw -116626.036837 + Penalty 2245.994006 = -114380.042830
  nChanged 25
		SP:Iteration 8Q (78316.120000 sec): 3 clusters
  Score: Raw -116678.170902 + Penalty 2245.994006 = -114432.176896
  nChanged 27
		SP:Iteration 9Q (78316.140000 sec): 3 clusters
  Score: Raw -116745.523047 + Penalty 2245.994006 = -114499.529040
  nChanged 32
		SP:Iteration 10Q (78316.160000 sec): 3 clusters
  Score: Raw -116821.792124 + Penalty 2245.994006 = -114575.798118
  nChanged 28
		SP:Iteration 11Q (78316.170000 sec): 3 clusters
  Score: Raw -116892.365530 + Penalty 2245.994006 = -114646.371524
  nChanged 29
		SP:Iteration 12Q (78316.190000 sec): 3 clusters
  Score: Raw -116979.652821 + Penalty 2245.994006 = -114733.658815
  nChanged 33
		SP:Iteration 13Q (78316.210000 sec): 3 clusters
  Score: Raw -117064.866993 + Penalty 2245.994006 = -114818.872987
  nChanged 24
		SP:Iteration 14Q (78316.230000 sec): 3 clusters
  Score: Raw -117103.224816 + Penalty 2245.994006 = -114857.230809
  nChanged 12
		SP:Iteration 15Q (78316.250000 sec): 3 clusters
  Score: Raw -117128.044750 + Penalty 2245.994006 = -114882.050743
  nChanged 10
		SP:Iteration 16Q (78316.270000 sec): 3 clusters
  Score: Raw -117147.228994 + Penalty 2245.994006 = -114901.234988
  nChanged 6
		SP:Iteration 17Q (78316.280000 sec): 3 clusters
  Score: Raw -117159.054869 + Penalty 2245.994006 = -114913.060863
  nChanged 3
		SP:Iteration 18Q (78316.300000 sec): 3 clusters
  Score: Raw -117163.019028 + Penalty 2245.994006 = -114917.025022
  nChanged 0
		SP:Iteration 19F (78316.320000 sec): 3 clusters
  Score: Raw -117164.368964 + Penalty 2245.994006 = -114918.374957
  nChanged 2
		SP:Iteration 20F (78316.340000 sec): 3 clusters
  Score: Raw -117170.399859 + Penalty 2245.994006 = -114924.405853
  nChanged 2
		SP:Iteration 21Q (78316.360000 sec): 3 clusters
  Score: Raw -117176.518525 + Penalty 2245.994006 = -114930.524519
  nChanged 3
		SP:Iteration 22Q (78316.380000 sec): 3 clusters
  Score: Raw -117179.870719 + Penalty 2245.994006 = -114933.876712
  nChanged 0
		SP:Iteration 23F (78316.400000 sec): 3 clusters
  Score: Raw -117179.870719 + Penalty 2245.994006 = -114933.876712
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 18 (5880 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78316.500000 sec): 2 clusters
  Score: Raw -696910.292323 + Penalty 1410.388207 = -695499.904116
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78316.610000 sec): 3 clusters
  Score: Raw -693805.246934 + Penalty 2820.776413 = -690984.470521
  nChanged 2403
		SP:Iteration 1F (78316.700000 sec): 3 clusters
  Score: Raw -695151.321284 + Penalty 2820.776413 = -692330.544871
  nChanged 479
		SP:Iteration 2F (78316.800000 sec): 3 clusters
  Score: Raw -695547.289248 + Penalty 2820.776413 = -692726.512834
  nChanged 415
		SP:Iteration 3F (78316.900000 sec): 3 clusters
  Score: Raw -695914.387835 + Penalty 2820.776413 = -693093.611422
  nChanged 379
		SP:Iteration 4F (78317.000000 sec): 3 clusters
  Score: Raw -696217.985887 + Penalty 2820.776413 = -693397.209474
  nChanged 339
		SP:Iteration 5F (78317.090000 sec): 3 clusters
  Score: Raw -696508.854576 + Penalty 2820.776413 = -693688.078163
  nChanged 339
		SP:Iteration 6F (78317.190000 sec): 3 clusters
  Score: Raw -696789.039959 + Penalty 2820.776413 = -693968.263546
  nChanged 325
		SP:Iteration 7F (78317.290000 sec): 3 clusters
  Score: Raw -697061.768440 + Penalty 2820.776413 = -694240.992027
  nChanged 316
		SP:Iteration 8F (78317.390000 sec): 3 clusters
  Score: Raw -697354.566741 + Penalty 2820.776413 = -694533.790328
  nChanged 308
		SP:Iteration 9F (78317.480000 sec): 3 clusters
  Score: Raw -697718.479464 + Penalty 2820.776413 = -694897.703050
  nChanged 257
		SP:Iteration 10Q (78317.580000 sec): 3 clusters
  Score: Raw -697983.778696 + Penalty 2820.776413 = -695163.002283
  nChanged 173
		SP:Iteration 11Q (78317.670000 sec): 3 clusters
  Score: Raw -698119.618040 + Penalty 2820.776413 = -695298.841627
  nChanged 124
		SP:Iteration 12Q (78317.760000 sec): 3 clusters
  Score: Raw -698189.673911 + Penalty 2820.776413 = -695368.897498
  nChanged 70
		SP:Iteration 13Q (78317.860000 sec): 3 clusters
  Score: Raw -698213.137482 + Penalty 2820.776413 = -695392.361068
  nChanged 29
		SP:Iteration 14Q (78317.950000 sec): 3 clusters
  Score: Raw -698218.963982 + Penalty 2820.776413 = -695398.187569
  nChanged 12
		SP:Iteration 15Q (78318.040000 sec): 3 clusters
  Score: Raw -698221.513843 + Penalty 2820.776413 = -695400.737430
  nChanged 9
		SP:Iteration 16Q (78318.140000 sec): 3 clusters
  Score: Raw -698222.671481 + Penalty 2820.776413 = -695401.895068
  nChanged 4
		SP:Iteration 17Q (78318.230000 sec): 3 clusters
  Score: Raw -698223.360429 + Penalty 2820.776413 = -695402.584016
  nChanged 3
		SP:Iteration 18Q (78318.320000 sec): 3 clusters
  Score: Raw -698223.656023 + Penalty 2820.776413 = -695402.879610
  nChanged 1
		SP:Iteration 19Q (78318.420000 sec): 3 clusters
  Score: Raw -698223.715548 + Penalty 2820.776413 = -695402.939135
  nChanged 1
		SP:Iteration 20F (78318.520000 sec): 3 clusters
  Score: Raw -698223.783573 + Penalty 2820.776413 = -695403.007160
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 19 (17747 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78318.680000 sec): 2 clusters
  Score: Raw -2039752.565882 + Penalty 1589.895412 = -2038162.670470
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78318.950000 sec): 3 clusters
  Score: Raw -2029094.705032 + Penalty 3179.790824 = -2025914.914208
  nChanged 7996
		SP:Iteration 1F (78319.190000 sec): 3 clusters
  Score: Raw -2033909.442258 + Penalty 3179.790824 = -2030729.651434
  nChanged 1338
		SP:Iteration 2F (78319.390000 sec): 3 clusters
  Score: Raw -2034886.086458 + Penalty 3179.790824 = -2031706.295634
  nChanged 1439
		SP:Iteration 3F (78319.600000 sec): 3 clusters
  Score: Raw -2035989.003956 + Penalty 3179.790824 = -2032809.213132
  nChanged 1319
		SP:Iteration 4F (78319.840000 sec): 3 clusters
  Score: Raw -2036897.769475 + Penalty 3179.790824 = -2033717.978651
  nChanged 1100
		SP:Iteration 5F (78320.030000 sec): 3 clusters
  Score: Raw -2037518.597351 + Penalty 3179.790824 = -2034338.806527
  nChanged 837
		SP:Iteration 6Q (78320.230000 sec): 3 clusters
  Score: Raw -2037897.222469 + Penalty 3179.790824 = -2034717.431644
  nChanged 670
		SP:Iteration 7Q (78320.440000 sec): 3 clusters
  Score: Raw -2038139.407305 + Penalty 3179.790824 = -2034959.616481
  nChanged 518
		SP:Iteration 8Q (78320.680000 sec): 3 clusters
  Score: Raw -2038313.904838 + Penalty 3179.790824 = -2035134.114014
  nChanged 374
		SP:Iteration 9Q (78320.870000 sec): 3 clusters
  Score: Raw -2038438.419995 + Penalty 3179.790824 = -2035258.629171
  nChanged 338
		SP:Iteration 10Q (78321.080000 sec): 3 clusters
  Score: Raw -2038552.521574 + Penalty 3179.790824 = -2035372.730750
  nChanged 299
		SP:Iteration 11Q (78321.320000 sec): 3 clusters
  Score: Raw -2038642.585064 + Penalty 3179.790824 = -2035462.794240
  nChanged 284
		SP:Iteration 12Q (78321.520000 sec): 3 clusters
  Score: Raw -2038724.755694 + Penalty 3179.790824 = -2035544.964870
  nChanged 272
		SP:Iteration 13Q (78321.710000 sec): 3 clusters
  Score: Raw -2038809.653913 + Penalty 3179.790824 = -2035629.863088
  nChanged 284
		SP:Iteration 14Q (78321.910000 sec): 3 clusters
  Score: Raw -2038907.171583 + Penalty 3179.790824 = -2035727.380759
  nChanged 294
		SP:Iteration 15Q (78322.140000 sec): 3 clusters
  Score: Raw -2039005.051559 + Penalty 3179.790824 = -2035825.260735
  nChanged 298
		SP:Iteration 16Q (78322.340000 sec): 3 clusters
  Score: Raw -2039110.859713 + Penalty 3179.790824 = -2035931.068889
  nChanged 305
		SP:Iteration 17Q (78322.530000 sec): 3 clusters
  Score: Raw -2039219.944635 + Penalty 3179.790824 = -2036040.153811
  nChanged 304
		SP:Iteration 18Q (78322.740000 sec): 3 clusters
  Score: Raw -2039327.005423 + Penalty 3179.790824 = -2036147.214599
  nChanged 311
		SP:Iteration 19Q (78322.990000 sec): 3 clusters
  Score: Raw -2039449.340989 + Penalty 3179.790824 = -2036269.550165
  nChanged 316
		SP:Iteration 20F (78323.190000 sec): 3 clusters
  Score: Raw -2039593.265798 + Penalty 3179.790824 = -2036413.474974
  nChanged 306
		SP:Iteration 21Q (78323.380000 sec): 3 clusters
  Score: Raw -2039739.878450 + Penalty 3179.790824 = -2036560.087625
  nChanged 306
		SP:Iteration 22Q (78323.580000 sec): 3 clusters
  Score: Raw -2039889.323225 + Penalty 3179.790824 = -2036709.532401
  nChanged 263
		SP:Iteration 23Q (78323.840000 sec): 3 clusters
  Score: Raw -2040014.021930 + Penalty 3179.790824 = -2036834.231105
  nChanged 236
		SP:Iteration 24Q (78324.030000 sec): 3 clusters
  Score: Raw -2040135.815736 + Penalty 3179.790824 = -2036956.024912
  nChanged 224
		SP:Iteration 25Q (78324.220000 sec): 3 clusters
  Score: Raw -2040243.189921 + Penalty 3179.790824 = -2037063.399097
  nChanged 147
		SP:Iteration 26Q (78324.420000 sec): 3 clusters
  Score: Raw -2040309.587461 + Penalty 3179.790824 = -2037129.796637
  nChanged 142
		SP:Iteration 27Q (78324.650000 sec): 3 clusters
  Score: Raw -2040376.373548 + Penalty 3179.790824 = -2037196.582724
  nChanged 119
		SP:Iteration 28Q (78324.870000 sec): 3 clusters
  Score: Raw -2040428.768249 + Penalty 3179.790824 = -2037248.977425
  nChanged 80
		SP:Iteration 29Q (78325.070000 sec): 3 clusters
  Score: Raw -2040458.616330 + Penalty 3179.790824 = -2037278.825505
  nChanged 67
		SP:Iteration 30Q (78325.340000 sec): 3 clusters
  Score: Raw -2040481.055389 + Penalty 3179.790824 = -2037301.264565
  nChanged 49
		SP:Iteration 31Q (78325.530000 sec): 3 clusters
  Score: Raw -2040494.922599 + Penalty 3179.790824 = -2037315.131775
  nChanged 35
		SP:Iteration 32Q (78325.730000 sec): 3 clusters
  Score: Raw -2040505.375868 + Penalty 3179.790824 = -2037325.585043
  nChanged 31
		SP:Iteration 33Q (78325.930000 sec): 3 clusters
  Score: Raw -2040514.783504 + Penalty 3179.790824 = -2037334.992680
  nChanged 24
		SP:Iteration 34Q (78326.170000 sec): 3 clusters
  Score: Raw -2040521.153361 + Penalty 3179.790824 = -2037341.362537
  nChanged 23
		SP:Iteration 35Q (78326.370000 sec): 3 clusters
  Score: Raw -2040527.427699 + Penalty 3179.790824 = -2037347.636875
  nChanged 27
		SP:Iteration 36Q (78326.560000 sec): 3 clusters
  Score: Raw -2040535.069378 + Penalty 3179.790824 = -2037355.278554
  nChanged 16
		SP:Iteration 37Q (78326.750000 sec): 3 clusters
  Score: Raw -2040540.455465 + Penalty 3179.790824 = -2037360.664641
  nChanged 15
		SP:Iteration 38Q (78327.010000 sec): 3 clusters
  Score: Raw -2040545.445861 + Penalty 3179.790824 = -2037365.655037
  nChanged 15
		SP:Iteration 39Q (78327.210000 sec): 3 clusters
  Score: Raw -2040549.775210 + Penalty 3179.790824 = -2037369.984386
  nChanged 10
		SP:Iteration 40F (78327.410000 sec): 3 clusters
  Score: Raw -2040552.599513 + Penalty 3179.790824 = -2037372.808689
  nChanged 10
		SP:Iteration 41Q (78327.680000 sec): 3 clusters
  Score: Raw -2040557.168289 + Penalty 3179.790824 = -2037377.377465
  nChanged 9
		SP:Iteration 42Q (78327.870000 sec): 3 clusters
  Score: Raw -2040560.092173 + Penalty 3179.790824 = -2037380.301349
  nChanged 14
		SP:Iteration 43Q (78328.070000 sec): 3 clusters
  Score: Raw -2040566.406071 + Penalty 3179.790824 = -2037386.615247
  nChanged 19
		SP:Iteration 44Q (78328.280000 sec): 3 clusters
  Score: Raw -2040572.030961 + Penalty 3179.790824 = -2037392.240137
  nChanged 14
		SP:Iteration 45Q (78328.520000 sec): 3 clusters
  Score: Raw -2040575.564510 + Penalty 3179.790824 = -2037395.773686
  nChanged 9
		SP:Iteration 46Q (78328.710000 sec): 3 clusters
  Score: Raw -2040578.036124 + Penalty 3179.790824 = -2037398.245300
  nChanged 6
		SP:Iteration 47Q (78328.930000 sec): 3 clusters
  Score: Raw -2040579.560253 + Penalty 3179.790824 = -2037399.769429
  nChanged 7
		SP:Iteration 48Q (78329.190000 sec): 3 clusters
  Score: Raw -2040580.969788 + Penalty 3179.790824 = -2037401.178964
  nChanged 5
		SP:Iteration 49Q (78329.390000 sec): 3 clusters
  Score: Raw -2040582.533947 + Penalty 3179.790824 = -2037402.743123
  nChanged 0
		SP:Iteration 50F (78329.590000 sec): 3 clusters
  Score: Raw -2040582.533947 + Penalty 3179.790824 = -2037402.743123
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 20 (10743 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78329.700000 sec): 2 clusters
  Score: Raw -1270653.975417 + Penalty 1508.326570 = -1269145.648848
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78329.920000 sec): 3 clusters
  Score: Raw -1264449.721657 + Penalty 3016.653139 = -1261433.068518
  nChanged 4719
		SP:Iteration 1F (78330.070000 sec): 3 clusters
  Score: Raw -1267122.848807 + Penalty 3016.653139 = -1264106.195668
  nChanged 710
		SP:Iteration 2F (78330.220000 sec): 3 clusters
  Score: Raw -1267478.595260 + Penalty 3016.653139 = -1264461.942120
  nChanged 585
		SP:Iteration 3F (78330.400000 sec): 3 clusters
  Score: Raw -1267747.531947 + Penalty 3016.653139 = -1264730.878808
  nChanged 481
		SP:Iteration 4Q (78330.550000 sec): 3 clusters
  Score: Raw -1267952.604070 + Penalty 3016.653139 = -1264935.950931
  nChanged 432
		SP:Iteration 5Q (78330.730000 sec): 3 clusters
  Score: Raw -1268120.105326 + Penalty 3016.653139 = -1265103.452187
  nChanged 374
		SP:Iteration 6Q (78330.890000 sec): 3 clusters
  Score: Raw -1268253.067159 + Penalty 3016.653139 = -1265236.414020
  nChanged 338
		SP:Iteration 7Q (78331.060000 sec): 3 clusters
  Score: Raw -1268365.905489 + Penalty 3016.653139 = -1265349.252350
  nChanged 286
		SP:Iteration 8Q (78331.220000 sec): 3 clusters
  Score: Raw -1268475.571593 + Penalty 3016.653139 = -1265458.918454
  nChanged 295
		SP:Iteration 9Q (78331.390000 sec): 3 clusters
  Score: Raw -1268584.943801 + Penalty 3016.653139 = -1265568.290662
  nChanged 292
		SP:Iteration 10Q (78331.550000 sec): 3 clusters
  Score: Raw -1268700.399998 + Penalty 3016.653139 = -1265683.746859
  nChanged 300
		SP:Iteration 11Q (78331.710000 sec): 3 clusters
  Score: Raw -1268828.213241 + Penalty 3016.653139 = -1265811.560102
  nChanged 317
		SP:Iteration 12Q (78331.900000 sec): 3 clusters
  Score: Raw -1268973.488587 + Penalty 3016.653139 = -1265956.835448
  nChanged 316
		SP:Iteration 13Q (78332.050000 sec): 3 clusters
  Score: Raw -1269126.032742 + Penalty 3016.653139 = -1266109.379603
  nChanged 307
		SP:Iteration 14Q (78332.230000 sec): 3 clusters
  Score: Raw -1269271.384334 + Penalty 3016.653139 = -1266254.731195
  nChanged 308
		SP:Iteration 15Q (78332.380000 sec): 3 clusters
  Score: Raw -1269424.666718 + Penalty 3016.653139 = -1266408.013579
  nChanged 321
		SP:Iteration 16Q (78332.550000 sec): 3 clusters
  Score: Raw -1269590.076718 + Penalty 3016.653139 = -1266573.423579
  nChanged 336
		SP:Iteration 17Q (78332.710000 sec): 3 clusters
  Score: Raw -1269780.160596 + Penalty 3016.653139 = -1266763.507457
  nChanged 323
		SP:Iteration 18Q (78332.880000 sec): 3 clusters
  Score: Raw -1269983.091161 + Penalty 3016.653139 = -1266966.438022
  nChanged 329
		SP:Iteration 19Q (78333.060000 sec): 3 clusters
  Score: Raw -1270176.840301 + Penalty 3016.653139 = -1267160.187162
  nChanged 278
		SP:Iteration 20F (78333.210000 sec): 3 clusters
  Score: Raw -1270350.366206 + Penalty 3016.653139 = -1267333.713067
  nChanged 280
		SP:Iteration 21Q (78333.370000 sec): 3 clusters
  Score: Raw -1270523.228282 + Penalty 3016.653139 = -1267506.575143
  nChanged 266
		SP:Iteration 22Q (78333.520000 sec): 3 clusters
  Score: Raw -1270694.341707 + Penalty 3016.653139 = -1267677.688568
  nChanged 235
		SP:Iteration 23Q (78333.680000 sec): 3 clusters
  Score: Raw -1270826.740650 + Penalty 3016.653139 = -1267810.087511
  nChanged 176
		SP:Iteration 24Q (78333.850000 sec): 3 clusters
  Score: Raw -1270929.511663 + Penalty 3016.653139 = -1267912.858524
  nChanged 161
		SP:Iteration 25Q (78334.000000 sec): 3 clusters
  Score: Raw -1271033.060154 + Penalty 3016.653139 = -1268016.407015
  nChanged 138
		SP:Iteration 26Q (78334.160000 sec): 3 clusters
  Score: Raw -1271127.600771 + Penalty 3016.653139 = -1268110.947632
  nChanged 140
		SP:Iteration 27Q (78334.310000 sec): 3 clusters
  Score: Raw -1271211.503161 + Penalty 3016.653139 = -1268194.850022
  nChanged 113
		SP:Iteration 28Q (78334.470000 sec): 3 clusters
  Score: Raw -1271282.002695 + Penalty 3016.653139 = -1268265.349556
  nChanged 90
		SP:Iteration 29Q (78334.650000 sec): 3 clusters
  Score: Raw -1271336.806235 + Penalty 3016.653139 = -1268320.153096
  nChanged 86
		SP:Iteration 30Q (78334.790000 sec): 3 clusters
  Score: Raw -1271387.926663 + Penalty 3016.653139 = -1268371.273524
  nChanged 65
		SP:Iteration 31Q (78334.950000 sec): 3 clusters
  Score: Raw -1271423.882657 + Penalty 3016.653139 = -1268407.229518
  nChanged 52
		SP:Iteration 32Q (78335.100000 sec): 3 clusters
  Score: Raw -1271447.207607 + Penalty 3016.653139 = -1268430.554468
  nChanged 38
		SP:Iteration 33Q (78335.260000 sec): 3 clusters
  Score: Raw -1271465.864906 + Penalty 3016.653139 = -1268449.211767
  nChanged 26
		SP:Iteration 34Q (78335.440000 sec): 3 clusters
  Score: Raw -1271478.353425 + Penalty 3016.653139 = -1268461.700286
  nChanged 30
		SP:Iteration 35Q (78335.580000 sec): 3 clusters
  Score: Raw -1271491.694825 + Penalty 3016.653139 = -1268475.041686
  nChanged 24
		SP:Iteration 36Q (78335.740000 sec): 3 clusters
  Score: Raw -1271501.953699 + Penalty 3016.653139 = -1268485.300560
  nChanged 16
		SP:Iteration 37Q (78335.890000 sec): 3 clusters
  Score: Raw -1271507.892679 + Penalty 3016.653139 = -1268491.239540
  nChanged 12
		SP:Iteration 38Q (78336.050000 sec): 3 clusters
  Score: Raw -1271511.267007 + Penalty 3016.653139 = -1268494.613867
  nChanged 6
		SP:Iteration 39Q (78336.220000 sec): 3 clusters
  Score: Raw -1271513.095670 + Penalty 3016.653139 = -1268496.442531
  nChanged 4
		SP:Iteration 40F (78336.380000 sec): 3 clusters
  Score: Raw -1271517.219284 + Penalty 3016.653139 = -1268500.566145
  nChanged 4
		SP:Iteration 41Q (78336.530000 sec): 3 clusters
  Score: Raw -1271518.551329 + Penalty 3016.653139 = -1268501.898190
  nChanged 2
		SP:Iteration 42Q (78336.680000 sec): 3 clusters
  Score: Raw -1271519.106205 + Penalty 3016.653139 = -1268502.453066
  nChanged 2
		SP:Iteration 43Q (78336.820000 sec): 3 clusters
  Score: Raw -1271520.386500 + Penalty 3016.653139 = -1268503.733361
  nChanged 4
		SP:Iteration 44Q (78336.990000 sec): 3 clusters
  Score: Raw -1271521.515837 + Penalty 3016.653139 = -1268504.862698
  nChanged 4
		SP:Iteration 45Q (78337.140000 sec): 3 clusters
  Score: Raw -1271522.805229 + Penalty 3016.653139 = -1268506.152089
  nChanged 2
		SP:Iteration 46Q (78337.290000 sec): 3 clusters
  Score: Raw -1271523.151970 + Penalty 3016.653139 = -1268506.498831
  nChanged 1
		SP:Iteration 47Q (78337.480000 sec): 3 clusters
  Score: Raw -1271523.598115 + Penalty 3016.653139 = -1268506.944976
  nChanged 1
		SP:Iteration 48Q (78337.620000 sec): 3 clusters
  Score: Raw -1271523.989303 + Penalty 3016.653139 = -1268507.336164
  nChanged 2
		SP:Iteration 49Q (78337.780000 sec): 3 clusters
  Score: Raw -1271524.764834 + Penalty 3016.653139 = -1268508.111695
  nChanged 1
		SP:Iteration 50Q (78337.960000 sec): 3 clusters
  Score: Raw -1271525.085381 + Penalty 3016.653139 = -1268508.432242
  nChanged 0
		SP:Iteration 51F (78338.110000 sec): 3 clusters
  Score: Raw -1271525.085381 + Penalty 3016.653139 = -1268508.432242
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 21 (156601 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78339.040000 sec): 2 clusters
  Score: Raw -18448289.115563 + Penalty 1943.736673 = -18446345.378890
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78340.310000 sec): 3 clusters
  Score: Raw -18345168.985422 + Penalty 3887.473346 = -18341281.512076
  nChanged 75588
		SP:Iteration 1F (78341.600000 sec): 3 clusters
  Score: Raw -18389917.097285 + Penalty 3887.473346 = -18386029.623939
  nChanged 5957
		SP:Iteration 2Q (78342.900000 sec): 3 clusters
  Score: Raw -18391831.908408 + Penalty 3887.473346 = -18387944.435062
  nChanged 7426
		SP:Iteration 3Q (78344.220000 sec): 3 clusters
  Score: Raw -18394983.633546 + Penalty 3887.473346 = -18391096.160200
  nChanged 9773
		SP:Iteration 4F (78345.510000 sec): 3 clusters
  Score: Raw -18400530.033208 + Penalty 3887.473346 = -18396642.559862
  nChanged 12177
		SP:Iteration 5F (78346.790000 sec): 3 clusters
  Score: Raw -18409074.762550 + Penalty 3887.473346 = -18405187.289204
  nChanged 13169
		SP:Iteration 6F (78348.090000 sec): 3 clusters
  Score: Raw -18419751.372772 + Penalty 3887.473346 = -18415863.899427
  nChanged 12136
		SP:Iteration 7F (78349.400000 sec): 3 clusters
  Score: Raw -18430509.517508 + Penalty 3887.473346 = -18426622.044162
  nChanged 9228
		SP:Iteration 8F (78350.720000 sec): 3 clusters
  Score: Raw -18439021.042851 + Penalty 3887.473346 = -18435133.569505
  nChanged 5764
		SP:Iteration 9Q (78351.980000 sec): 3 clusters
  Score: Raw -18444245.807669 + Penalty 3887.473346 = -18440358.334323
  nChanged 2983
		SP:Iteration 10Q (78353.180000 sec): 3 clusters
  Score: Raw -18446690.140172 + Penalty 3887.473346 = -18442802.666827
  nChanged 1469
		SP:Iteration 11Q (78354.340000 sec): 3 clusters
  Score: Raw -18447731.002241 + Penalty 3887.473346 = -18443843.528895
  nChanged 730
		SP:Iteration 12Q (78355.530000 sec): 3 clusters
  Score: Raw -18448195.064099 + Penalty 3887.473346 = -18444307.590753
  nChanged 391
		SP:Iteration 13Q (78356.710000 sec): 3 clusters
  Score: Raw -18448460.527300 + Penalty 3887.473346 = -18444573.053954
  nChanged 231
		SP:Iteration 14Q (78357.860000 sec): 3 clusters
  Score: Raw -18448605.072547 + Penalty 3887.473346 = -18444717.599201
  nChanged 133
		SP:Iteration 15Q (78359.040000 sec): 3 clusters
  Score: Raw -18448699.644554 + Penalty 3887.473346 = -18444812.171208
  nChanged 102
		SP:Iteration 16Q (78360.210000 sec): 3 clusters
  Score: Raw -18448798.216049 + Penalty 3887.473346 = -18444910.742704
  nChanged 79
		SP:Iteration 17Q (78361.390000 sec): 3 clusters
  Score: Raw -18448907.787362 + Penalty 3887.473346 = -18445020.314017
  nChanged 95
		SP:Iteration 18Q (78362.510000 sec): 3 clusters
  Score: Raw -18448984.754472 + Penalty 3887.473346 = -18445097.281126
  nChanged 69
		SP:Iteration 19Q (78363.680000 sec): 3 clusters
  Score: Raw -18449013.904611 + Penalty 3887.473346 = -18445126.431266
  nChanged 61
		SP:Iteration 20F (78364.980000 sec): 3 clusters
  Score: Raw -18449040.179837 + Penalty 3887.473346 = -18445152.706491
  nChanged 42
		SP:Iteration 21Q (78366.100000 sec): 3 clusters
  Score: Raw -18449057.754798 + Penalty 3887.473346 = -18445170.281453
  nChanged 36
		SP:Iteration 22Q (78367.270000 sec): 3 clusters
  Score: Raw -18449069.973163 + Penalty 3887.473346 = -18445182.499817
  nChanged 33
		SP:Iteration 23Q (78368.390000 sec): 3 clusters
  Score: Raw -18449082.157918 + Penalty 3887.473346 = -18445194.684572
  nChanged 38
		SP:Iteration 24Q (78369.540000 sec): 3 clusters
  Score: Raw -18449096.735724 + Penalty 3887.473346 = -18445209.262379
  nChanged 40
		SP:Iteration 25Q (78370.710000 sec): 3 clusters
  Score: Raw -18449114.868375 + Penalty 3887.473346 = -18445227.395030
  nChanged 38
		SP:Iteration 26Q (78371.830000 sec): 3 clusters
  Score: Raw -18449133.315384 + Penalty 3887.473346 = -18445245.842038
  nChanged 36
		SP:Iteration 27Q (78372.950000 sec): 3 clusters
  Score: Raw -18449149.561136 + Penalty 3887.473346 = -18445262.087790
  nChanged 41
		SP:Iteration 28Q (78374.100000 sec): 3 clusters
  Score: Raw -18449164.855236 + Penalty 3887.473346 = -18445277.381891
  nChanged 41
		SP:Iteration 29Q (78375.270000 sec): 3 clusters
  Score: Raw -18449179.394876 + Penalty 3887.473346 = -18445291.921530
  nChanged 37
		SP:Iteration 30Q (78376.400000 sec): 3 clusters
  Score: Raw -18449189.433032 + Penalty 3887.473346 = -18445301.959686
  nChanged 38
		SP:Iteration 31Q (78377.560000 sec): 3 clusters
  Score: Raw -18449199.116341 + Penalty 3887.473346 = -18445311.642995
  nChanged 25
		SP:Iteration 32Q (78378.740000 sec): 3 clusters
  Score: Raw -18449204.910304 + Penalty 3887.473346 = -18445317.436958
  nChanged 13
		SP:Iteration 33Q (78379.880000 sec): 3 clusters
  Score: Raw -18449208.071958 + Penalty 3887.473346 = -18445320.598612
  nChanged 14
		SP:Iteration 34Q (78381.050000 sec): 3 clusters
  Score: Raw -18449212.509812 + Penalty 3887.473346 = -18445325.036466
  nChanged 12
		SP:Iteration 35Q (78382.170000 sec): 3 clusters
  Score: Raw -18449215.568821 + Penalty 3887.473346 = -18445328.095475
  nChanged 11
		SP:Iteration 36Q (78383.350000 sec): 3 clusters
  Score: Raw -18449217.951015 + Penalty 3887.473346 = -18445330.477670
  nChanged 12
		SP:Iteration 37Q (78384.470000 sec): 3 clusters
  Score: Raw -18449221.387314 + Penalty 3887.473346 = -18445333.913969
  nChanged 14
		SP:Iteration 38Q (78385.620000 sec): 3 clusters
  Score: Raw -18449225.171435 + Penalty 3887.473346 = -18445337.698089
  nChanged 18
		SP:Iteration 39Q (78386.760000 sec): 3 clusters
  Score: Raw -18449230.749585 + Penalty 3887.473346 = -18445343.276239
  nChanged 18
		SP:Iteration 40F (78388.060000 sec): 3 clusters
  Score: Raw -18449237.227580 + Penalty 3887.473346 = -18445349.754235
  nChanged 17
		SP:Iteration 41Q (78389.190000 sec): 3 clusters
  Score: Raw -18449242.746850 + Penalty 3887.473346 = -18445355.273504
  nChanged 21
		SP:Iteration 42Q (78390.330000 sec): 3 clusters
  Score: Raw -18449250.121867 + Penalty 3887.473346 = -18445362.648521
  nChanged 19
		SP:Iteration 43Q (78391.510000 sec): 3 clusters
  Score: Raw -18449255.567582 + Penalty 3887.473346 = -18445368.094236
  nChanged 23
		SP:Iteration 44Q (78392.620000 sec): 3 clusters
  Score: Raw -18449260.061382 + Penalty 3887.473346 = -18445372.588036
  nChanged 12
		SP:Iteration 45Q (78393.790000 sec): 3 clusters
  Score: Raw -18449263.571693 + Penalty 3887.473346 = -18445376.098348
  nChanged 20
		SP:Iteration 46Q (78394.950000 sec): 3 clusters
  Score: Raw -18449267.560409 + Penalty 3887.473346 = -18445380.087063
  nChanged 15
		SP:Iteration 47Q (78396.070000 sec): 3 clusters
  Score: Raw -18449270.417738 + Penalty 3887.473346 = -18445382.944392
  nChanged 10
		SP:Iteration 48Q (78397.250000 sec): 3 clusters
  Score: Raw -18449272.020796 + Penalty 3887.473346 = -18445384.547450
  nChanged 7
		SP:Iteration 49Q (78398.390000 sec): 3 clusters
  Score: Raw -18449273.106010 + Penalty 3887.473346 = -18445385.632664
  nChanged 7
		SP:Iteration 50Q (78399.530000 sec): 3 clusters
  Score: Raw -18449274.547785 + Penalty 3887.473346 = -18445387.074439
  nChanged 8
		SP:Iteration 51Q (78400.710000 sec): 3 clusters
  Score: Raw -18449275.604606 + Penalty 3887.473346 = -18445388.131260
  nChanged 4
		SP:Iteration 52Q (78401.830000 sec): 3 clusters
  Score: Raw -18449275.979439 + Penalty 3887.473346 = -18445388.506093
  nChanged 2
		SP:Iteration 53Q (78403.000000 sec): 3 clusters
  Score: Raw -18449276.388728 + Penalty 3887.473346 = -18445388.915383
  nChanged 3
		SP:Iteration 54Q (78404.170000 sec): 3 clusters
  Score: Raw -18449276.564554 + Penalty 3887.473346 = -18445389.091208
  nChanged 1
		SP:Iteration 55Q (78405.290000 sec): 3 clusters
  Score: Raw -18449276.740259 + Penalty 3887.473346 = -18445389.266914
  nChanged 3
		SP:Iteration 56Q (78406.470000 sec): 3 clusters
  Score: Raw -18449277.235597 + Penalty 3887.473346 = -18445389.762251
  nChanged 2
		SP:Iteration 57Q (78407.640000 sec): 3 clusters
  Score: Raw -18449277.603489 + Penalty 3887.473346 = -18445390.130144
  nChanged 4
		SP:Iteration 58Q (78408.760000 sec): 3 clusters
  Score: Raw -18449278.396309 + Penalty 3887.473346 = -18445390.922964
  nChanged 3
		SP:Iteration 59Q (78409.940000 sec): 3 clusters
  Score: Raw -18449278.861582 + Penalty 3887.473346 = -18445391.388236
  nChanged 3
		SP:Iteration 60F (78411.240000 sec): 3 clusters
  Score: Raw -18449279.134285 + Penalty 3887.473346 = -18445391.660939
  nChanged 1
		SP:Iteration 61Q (78412.360000 sec): 3 clusters
  Score: Raw -18449279.279219 + Penalty 3887.473346 = -18445391.805873
  nChanged 3
		SP:Iteration 62Q (78413.480000 sec): 3 clusters
  Score: Raw -18449279.600463 + Penalty 3887.473346 = -18445392.127118
  nChanged 2
		SP:Iteration 63Q (78414.620000 sec): 3 clusters
  Score: Raw -18449279.854389 + Penalty 3887.473346 = -18445392.381043
  nChanged 2
		SP:Iteration 64Q (78415.780000 sec): 3 clusters
  Score: Raw -18449280.199664 + Penalty 3887.473346 = -18445392.726318
  nChanged 2
		SP:Iteration 65Q (78416.900000 sec): 3 clusters
  Score: Raw -18449280.550250 + Penalty 3887.473346 = -18445393.076904
  nChanged 2
		SP:Iteration 66Q (78418.070000 sec): 3 clusters
  Score: Raw -18449280.754252 + Penalty 3887.473346 = -18445393.280906
  nChanged 2
		SP:Iteration 67Q (78419.250000 sec): 3 clusters
  Score: Raw -18449281.117240 + Penalty 3887.473346 = -18445393.643894
  nChanged 5
		SP:Iteration 68Q (78420.370000 sec): 3 clusters
  Score: Raw -18449281.869739 + Penalty 3887.473346 = -18445394.396393
  nChanged 7
		SP:Iteration 69Q (78421.520000 sec): 3 clusters
  Score: Raw -18449283.517438 + Penalty 3887.473346 = -18445396.044093
  nChanged 7
		SP:Iteration 70Q (78422.700000 sec): 3 clusters
  Score: Raw -18449285.237620 + Penalty 3887.473346 = -18445397.764274
  nChanged 6
		SP:Iteration 71Q (78423.820000 sec): 3 clusters
  Score: Raw -18449286.721656 + Penalty 3887.473346 = -18445399.248311
  nChanged 8
		SP:Iteration 72Q (78424.990000 sec): 3 clusters
  Score: Raw -18449288.453002 + Penalty 3887.473346 = -18445400.979656
  nChanged 9
		SP:Iteration 73Q (78426.120000 sec): 3 clusters
  Score: Raw -18449290.175694 + Penalty 3887.473346 = -18445402.702349
  nChanged 8
		SP:Iteration 74Q (78427.300000 sec): 3 clusters
  Score: Raw -18449291.523793 + Penalty 3887.473346 = -18445404.050448
  nChanged 7
		SP:Iteration 75Q (78428.460000 sec): 3 clusters
  Score: Raw -18449292.717496 + Penalty 3887.473346 = -18445405.244150
  nChanged 7
		SP:Iteration 76Q (78429.580000 sec): 3 clusters
  Score: Raw -18449293.919554 + Penalty 3887.473346 = -18445406.446209
  nChanged 6
		SP:Iteration 77Q (78430.750000 sec): 3 clusters
  Score: Raw -18449295.016832 + Penalty 3887.473346 = -18445407.543486
  nChanged 3
		SP:Iteration 78Q (78431.870000 sec): 3 clusters
  Score: Raw -18449295.510456 + Penalty 3887.473346 = -18445408.037111
  nChanged 8
		SP:Iteration 79Q (78433.020000 sec): 3 clusters
  Score: Raw -18449296.913316 + Penalty 3887.473346 = -18445409.439971
  nChanged 6
		SP:Iteration 80F (78434.310000 sec): 3 clusters
  Score: Raw -18449298.251295 + Penalty 3887.473346 = -18445410.777949
  nChanged 9
		SP:Iteration 81Q (78435.430000 sec): 3 clusters
  Score: Raw -18449300.632876 + Penalty 3887.473346 = -18445413.159531
  nChanged 13
		SP:Iteration 82Q (78436.600000 sec): 3 clusters
  Score: Raw -18449303.370940 + Penalty 3887.473346 = -18445415.897594
  nChanged 10
		SP:Iteration 83Q (78437.720000 sec): 3 clusters
  Score: Raw -18449305.021026 + Penalty 3887.473346 = -18445417.547681
  nChanged 5
		SP:Iteration 84Q (78438.870000 sec): 3 clusters
  Score: Raw -18449305.884356 + Penalty 3887.473346 = -18445418.411011
  nChanged 4
		SP:Iteration 85Q (78440.050000 sec): 3 clusters
  Score: Raw -18449306.328084 + Penalty 3887.473346 = -18445418.854738
  nChanged 3
		SP:Iteration 86Q (78441.170000 sec): 3 clusters
  Score: Raw -18449306.834252 + Penalty 3887.473346 = -18445419.360907
  nChanged 4
		SP:Iteration 87Q (78442.320000 sec): 3 clusters
  Score: Raw -18449307.375912 + Penalty 3887.473346 = -18445419.902566
  nChanged 1
		SP:Iteration 88Q (78443.440000 sec): 3 clusters
  Score: Raw -18449307.580188 + Penalty 3887.473346 = -18445420.106842
  nChanged 2
		SP:Iteration 89Q (78444.610000 sec): 3 clusters
  Score: Raw -18449307.924016 + Penalty 3887.473346 = -18445420.450671
  nChanged 2
		SP:Iteration 90Q (78445.780000 sec): 3 clusters
  Score: Raw -18449308.406916 + Penalty 3887.473346 = -18445420.933571
  nChanged 4
		SP:Iteration 91Q (78446.950000 sec): 3 clusters
  Score: Raw -18449309.499322 + Penalty 3887.473346 = -18445422.025976
  nChanged 6
		SP:Iteration 92Q (78448.090000 sec): 3 clusters
  Score: Raw -18449310.591349 + Penalty 3887.473346 = -18445423.118003
  nChanged 9
		SP:Iteration 93Q (78449.270000 sec): 3 clusters
  Score: Raw -18449312.389092 + Penalty 3887.473346 = -18445424.915746
  nChanged 10
		SP:Iteration 94Q (78450.450000 sec): 3 clusters
  Score: Raw -18449314.481311 + Penalty 3887.473346 = -18445427.007966
  nChanged 7
		SP:Iteration 95Q (78451.570000 sec): 3 clusters
  Score: Raw -18449315.395946 + Penalty 3887.473346 = -18445427.922600
  nChanged 4
		SP:Iteration 96Q (78452.740000 sec): 3 clusters
  Score: Raw -18449315.817492 + Penalty 3887.473346 = -18445428.344147
  nChanged 0
		SP:Iteration 97F (78454.040000 sec): 3 clusters
  Score: Raw -18449315.817492 + Penalty 3887.473346 = -18445428.344147
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 22 (7006 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78454.140000 sec): 2 clusters
  Score: Raw -865968.017630 + Penalty 1438.859858 = -864529.157772
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78454.260000 sec): 3 clusters
  Score: Raw -862182.035465 + Penalty 2877.719716 = -859304.315749
  nChanged 2908
		SP:Iteration 1F (78454.420000 sec): 3 clusters
  Score: Raw -863788.667811 + Penalty 2877.719716 = -860910.948094
  nChanged 450
		SP:Iteration 2F (78454.660000 sec): 3 clusters
  Score: Raw -864002.258501 + Penalty 2877.719716 = -861124.538785
  nChanged 376
		SP:Iteration 3F (78454.760000 sec): 3 clusters
  Score: Raw -864176.805121 + Penalty 2877.719716 = -861299.085404
  nChanged 316
		SP:Iteration 4Q (78454.870000 sec): 3 clusters
  Score: Raw -864334.107873 + Penalty 2877.719716 = -861456.388157
  nChanged 301
		SP:Iteration 5Q (78454.980000 sec): 3 clusters
  Score: Raw -864524.824359 + Penalty 2877.719716 = -861647.104642
  nChanged 317
		SP:Iteration 6Q (78455.100000 sec): 3 clusters
  Score: Raw -864745.425739 + Penalty 2877.719716 = -861867.706022
  nChanged 332
		SP:Iteration 7Q (78455.220000 sec): 3 clusters
  Score: Raw -865007.215144 + Penalty 2877.719716 = -862129.495428
  nChanged 348
		SP:Iteration 8Q (78455.340000 sec): 3 clusters
  Score: Raw -865253.876364 + Penalty 2877.719716 = -862376.156647
  nChanged 290
		SP:Iteration 9Q (78455.460000 sec): 3 clusters
  Score: Raw -865436.691326 + Penalty 2877.719716 = -862558.971610
  nChanged 246
		SP:Iteration 10Q (78455.580000 sec): 3 clusters
  Score: Raw -865563.007339 + Penalty 2877.719716 = -862685.287623
  nChanged 198
		SP:Iteration 11Q (78455.690000 sec): 3 clusters
  Score: Raw -865640.964153 + Penalty 2877.719716 = -862763.244437
  nChanged 165
		SP:Iteration 12Q (78455.810000 sec): 3 clusters
  Score: Raw -865710.934316 + Penalty 2877.719716 = -862833.214600
  nChanged 150
		SP:Iteration 13Q (78455.930000 sec): 3 clusters
  Score: Raw -865777.017442 + Penalty 2877.719716 = -862899.297726
  nChanged 141
		SP:Iteration 14Q (78456.040000 sec): 3 clusters
  Score: Raw -865844.501466 + Penalty 2877.719716 = -862966.781750
  nChanged 125
		SP:Iteration 15Q (78456.160000 sec): 3 clusters
  Score: Raw -865898.458462 + Penalty 2877.719716 = -863020.738746
  nChanged 114
		SP:Iteration 16Q (78456.280000 sec): 3 clusters
  Score: Raw -865941.171141 + Penalty 2877.719716 = -863063.451425
  nChanged 108
		SP:Iteration 17Q (78456.390000 sec): 3 clusters
  Score: Raw -865979.169268 + Penalty 2877.719716 = -863101.449552
  nChanged 99
		SP:Iteration 18Q (78456.510000 sec): 3 clusters
  Score: Raw -866009.523057 + Penalty 2877.719716 = -863131.803341
  nChanged 95
		SP:Iteration 19Q (78456.620000 sec): 3 clusters
  Score: Raw -866033.950135 + Penalty 2877.719716 = -863156.230419
  nChanged 75
		SP:Iteration 20F (78456.740000 sec): 3 clusters
  Score: Raw -866051.840890 + Penalty 2877.719716 = -863174.121174
  nChanged 60
		SP:Iteration 21Q (78456.860000 sec): 3 clusters
  Score: Raw -866068.015765 + Penalty 2877.719716 = -863190.296049
  nChanged 48
		SP:Iteration 22Q (78456.980000 sec): 3 clusters
  Score: Raw -866080.352193 + Penalty 2877.719716 = -863202.632477
  nChanged 41
		SP:Iteration 23Q (78457.090000 sec): 3 clusters
  Score: Raw -866090.023672 + Penalty 2877.719716 = -863212.303956
  nChanged 28
		SP:Iteration 24Q (78457.210000 sec): 3 clusters
  Score: Raw -866094.943958 + Penalty 2877.719716 = -863217.224242
  nChanged 26
		SP:Iteration 25Q (78457.320000 sec): 3 clusters
  Score: Raw -866098.842749 + Penalty 2877.719716 = -863221.123033
  nChanged 15
		SP:Iteration 26Q (78457.440000 sec): 3 clusters
  Score: Raw -866101.229290 + Penalty 2877.719716 = -863223.509574
  nChanged 13
		SP:Iteration 27Q (78457.560000 sec): 3 clusters
  Score: Raw -866103.158679 + Penalty 2877.719716 = -863225.438962
  nChanged 19
		SP:Iteration 28Q (78457.670000 sec): 3 clusters
  Score: Raw -866107.098475 + Penalty 2877.719716 = -863229.378759
  nChanged 22
		SP:Iteration 29Q (78457.790000 sec): 3 clusters
  Score: Raw -866111.307804 + Penalty 2877.719716 = -863233.588088
  nChanged 24
		SP:Iteration 30Q (78457.900000 sec): 3 clusters
  Score: Raw -866116.750182 + Penalty 2877.719716 = -863239.030466
  nChanged 23
		SP:Iteration 31Q (78458.020000 sec): 3 clusters
  Score: Raw -866121.224245 + Penalty 2877.719716 = -863243.504529
  nChanged 19
		SP:Iteration 32Q (78458.140000 sec): 3 clusters
  Score: Raw -866125.530453 + Penalty 2877.719716 = -863247.810737
  nChanged 21
		SP:Iteration 33Q (78458.250000 sec): 3 clusters
  Score: Raw -866130.131499 + Penalty 2877.719716 = -863252.411783
  nChanged 20
		SP:Iteration 34Q (78458.370000 sec): 3 clusters
  Score: Raw -866133.487114 + Penalty 2877.719716 = -863255.767397
  nChanged 13
		SP:Iteration 35Q (78458.480000 sec): 3 clusters
  Score: Raw -866135.635457 + Penalty 2877.719716 = -863257.915740
  nChanged 17
		SP:Iteration 36Q (78458.600000 sec): 3 clusters
  Score: Raw -866138.263447 + Penalty 2877.719716 = -863260.543731
  nChanged 12
		SP:Iteration 37Q (78458.710000 sec): 3 clusters
  Score: Raw -866140.274830 + Penalty 2877.719716 = -863262.555114
  nChanged 11
		SP:Iteration 38Q (78458.830000 sec): 3 clusters
  Score: Raw -866142.590937 + Penalty 2877.719716 = -863264.871221
  nChanged 16
		SP:Iteration 39Q (78458.940000 sec): 3 clusters
  Score: Raw -866145.637141 + Penalty 2877.719716 = -863267.917425
  nChanged 10
		SP:Iteration 40F (78459.060000 sec): 3 clusters
  Score: Raw -866147.732617 + Penalty 2877.719716 = -863270.012901
  nChanged 13
		SP:Iteration 41Q (78459.180000 sec): 3 clusters
  Score: Raw -866150.921439 + Penalty 2877.719716 = -863273.201723
  nChanged 16
		SP:Iteration 42Q (78459.290000 sec): 3 clusters
  Score: Raw -866155.034725 + Penalty 2877.719716 = -863277.315009
  nChanged 18
		SP:Iteration 43Q (78459.410000 sec): 3 clusters
  Score: Raw -866159.063304 + Penalty 2877.719716 = -863281.343588
  nChanged 17
		SP:Iteration 44Q (78459.520000 sec): 3 clusters
  Score: Raw -866161.921010 + Penalty 2877.719716 = -863284.201293
  nChanged 22
		SP:Iteration 45Q (78459.640000 sec): 3 clusters
  Score: Raw -866166.074527 + Penalty 2877.719716 = -863288.354811
  nChanged 17
		SP:Iteration 46Q (78459.760000 sec): 3 clusters
  Score: Raw -866169.877193 + Penalty 2877.719716 = -863292.157477
  nChanged 19
		SP:Iteration 47Q (78459.870000 sec): 3 clusters
  Score: Raw -866175.189775 + Penalty 2877.719716 = -863297.470059
  nChanged 32
		SP:Iteration 48Q (78459.990000 sec): 3 clusters
  Score: Raw -866186.367156 + Penalty 2877.719716 = -863308.647440
  nChanged 37
		SP:Iteration 49Q (78460.100000 sec): 3 clusters
  Score: Raw -866197.965243 + Penalty 2877.719716 = -863320.245527
  nChanged 41
		SP:Iteration 50Q (78460.220000 sec): 3 clusters
  Score: Raw -866212.986809 + Penalty 2877.719716 = -863335.267093
  nChanged 56
		SP:Iteration 51Q (78460.330000 sec): 3 clusters
  Score: Raw -866237.541882 + Penalty 2877.719716 = -863359.822166
  nChanged 74
		SP:Iteration 52Q (78460.450000 sec): 3 clusters
  Score: Raw -866274.153932 + Penalty 2877.719716 = -863396.434216
  nChanged 90
		SP:Iteration 53Q (78460.560000 sec): 3 clusters
  Score: Raw -866320.963520 + Penalty 2877.719716 = -863443.243804
  nChanged 106
		SP:Iteration 54Q (78460.680000 sec): 3 clusters
  Score: Raw -866369.870234 + Penalty 2877.719716 = -863492.150518
  nChanged 114
		SP:Iteration 55Q (78460.800000 sec): 3 clusters
  Score: Raw -866425.206626 + Penalty 2877.719716 = -863547.486909
  nChanged 94
		SP:Iteration 56Q (78460.910000 sec): 3 clusters
  Score: Raw -866471.190366 + Penalty 2877.719716 = -863593.470650
  nChanged 95
		SP:Iteration 57Q (78461.030000 sec): 3 clusters
  Score: Raw -866509.939935 + Penalty 2877.719716 = -863632.220219
  nChanged 90
		SP:Iteration 58Q (78461.150000 sec): 3 clusters
  Score: Raw -866550.847306 + Penalty 2877.719716 = -863673.127590
  nChanged 82
		SP:Iteration 59Q (78461.260000 sec): 3 clusters
  Score: Raw -866586.898302 + Penalty 2877.719716 = -863709.178585
  nChanged 64
		SP:Iteration 60F (78461.380000 sec): 3 clusters
  Score: Raw -866611.010387 + Penalty 2877.719716 = -863733.290671
  nChanged 83
		SP:Iteration 61Q (78461.490000 sec): 3 clusters
  Score: Raw -866642.522047 + Penalty 2877.719716 = -863764.802331
  nChanged 70
		SP:Iteration 62Q (78461.610000 sec): 3 clusters
  Score: Raw -866664.529623 + Penalty 2877.719716 = -863786.809907
  nChanged 58
		SP:Iteration 63Q (78461.730000 sec): 3 clusters
  Score: Raw -866682.029436 + Penalty 2877.719716 = -863804.309720
  nChanged 51
		SP:Iteration 64Q (78461.840000 sec): 3 clusters
  Score: Raw -866696.577045 + Penalty 2877.719716 = -863818.857329
  nChanged 49
		SP:Iteration 65Q (78461.960000 sec): 3 clusters
  Score: Raw -866711.138824 + Penalty 2877.719716 = -863833.419107
  nChanged 39
		SP:Iteration 66Q (78462.070000 sec): 3 clusters
  Score: Raw -866721.013200 + Penalty 2877.719716 = -863843.293484
  nChanged 30
		SP:Iteration 67Q (78462.190000 sec): 3 clusters
  Score: Raw -866729.181676 + Penalty 2877.719716 = -863851.461959
  nChanged 25
		SP:Iteration 68Q (78462.300000 sec): 3 clusters
  Score: Raw -866734.664331 + Penalty 2877.719716 = -863856.944615
  nChanged 18
		SP:Iteration 69Q (78462.420000 sec): 3 clusters
  Score: Raw -866737.806446 + Penalty 2877.719716 = -863860.086729
  nChanged 14
		SP:Iteration 70Q (78462.530000 sec): 3 clusters
  Score: Raw -866740.732052 + Penalty 2877.719716 = -863863.012336
  nChanged 12
		SP:Iteration 71Q (78462.650000 sec): 3 clusters
  Score: Raw -866742.758205 + Penalty 2877.719716 = -863865.038488
  nChanged 12
		SP:Iteration 72Q (78462.760000 sec): 3 clusters
  Score: Raw -866744.167565 + Penalty 2877.719716 = -863866.447849
  nChanged 8
		SP:Iteration 73Q (78462.880000 sec): 3 clusters
  Score: Raw -866745.444217 + Penalty 2877.719716 = -863867.724501
  nChanged 7
		SP:Iteration 74Q (78462.990000 sec): 3 clusters
  Score: Raw -866746.352923 + Penalty 2877.719716 = -863868.633207
  nChanged 3
		SP:Iteration 75Q (78463.110000 sec): 3 clusters
  Score: Raw -866746.741112 + Penalty 2877.719716 = -863869.021396
  nChanged 3
		SP:Iteration 76Q (78463.230000 sec): 3 clusters
  Score: Raw -866747.046261 + Penalty 2877.719716 = -863869.326545
  nChanged 4
		SP:Iteration 77Q (78463.340000 sec): 3 clusters
  Score: Raw -866747.408771 + Penalty 2877.719716 = -863869.689055
  nChanged 3
		SP:Iteration 78Q (78463.450000 sec): 3 clusters
  Score: Raw -866747.780657 + Penalty 2877.719716 = -863870.060941
  nChanged 6
		SP:Iteration 79Q (78463.570000 sec): 3 clusters
  Score: Raw -866748.974897 + Penalty 2877.719716 = -863871.255180
  nChanged 9
		SP:Iteration 80F (78463.690000 sec): 3 clusters
  Score: Raw -866750.361913 + Penalty 2877.719716 = -863872.642197
  nChanged 6
		SP:Iteration 81Q (78463.800000 sec): 3 clusters
  Score: Raw -866750.954480 + Penalty 2877.719716 = -863873.234764
  nChanged 2
		SP:Iteration 82Q (78463.920000 sec): 3 clusters
  Score: Raw -866751.119508 + Penalty 2877.719716 = -863873.399791
  nChanged 4
		SP:Iteration 83Q (78464.030000 sec): 3 clusters
  Score: Raw -866751.675120 + Penalty 2877.719716 = -863873.955404
  nChanged 2
		SP:Iteration 84Q (78464.150000 sec): 3 clusters
  Score: Raw -866752.137215 + Penalty 2877.719716 = -863874.417499
  nChanged 3
		SP:Iteration 85Q (78464.270000 sec): 3 clusters
  Score: Raw -866752.624380 + Penalty 2877.719716 = -863874.904664
  nChanged 4
		SP:Iteration 86Q (78464.380000 sec): 3 clusters
  Score: Raw -866753.213474 + Penalty 2877.719716 = -863875.493758
  nChanged 2
		SP:Iteration 87Q (78464.490000 sec): 3 clusters
  Score: Raw -866753.566859 + Penalty 2877.719716 = -863875.847143
  nChanged 3
		SP:Iteration 88Q (78464.610000 sec): 3 clusters
  Score: Raw -866754.148959 + Penalty 2877.719716 = -863876.429242
  nChanged 2
		SP:Iteration 89Q (78464.730000 sec): 3 clusters
  Score: Raw -866754.460584 + Penalty 2877.719716 = -863876.740868
  nChanged 1
		SP:Iteration 90Q (78464.840000 sec): 3 clusters
  Score: Raw -866754.604683 + Penalty 2877.719716 = -863876.884967
  nChanged 2
		SP:Iteration 91Q (78464.960000 sec): 3 clusters
  Score: Raw -866754.888413 + Penalty 2877.719716 = -863877.168696
  nChanged 1
		SP:Iteration 92Q (78465.070000 sec): 3 clusters
  Score: Raw -866754.983561 + Penalty 2877.719716 = -863877.263844
  nChanged 0
		SP:Iteration 93F (78465.190000 sec): 3 clusters
  Score: Raw -866754.983561 + Penalty 2877.719716 = -863877.263844
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 23 (7492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78465.290000 sec): 2 clusters
  Score: Raw -895004.680229 + Penalty 1449.758548 = -893554.921681
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78465.440000 sec): 3 clusters
  Score: Raw -890917.829503 + Penalty 2899.517096 = -888018.312407
  nChanged 3149
		SP:Iteration 1F (78465.540000 sec): 3 clusters
  Score: Raw -892656.086012 + Penalty 2899.517096 = -889756.568916
  nChanged 573
		SP:Iteration 2F (78465.650000 sec): 3 clusters
  Score: Raw -893001.214944 + Penalty 2899.517096 = -890101.697848
  nChanged 485
		SP:Iteration 3F (78465.760000 sec): 3 clusters
  Score: Raw -893306.737373 + Penalty 2899.517096 = -890407.220277
  nChanged 409
		SP:Iteration 4F (78465.870000 sec): 3 clusters
  Score: Raw -893568.110254 + Penalty 2899.517096 = -890668.593159
  nChanged 385
		SP:Iteration 5F (78465.980000 sec): 3 clusters
  Score: Raw -893827.720141 + Penalty 2899.517096 = -890928.203046
  nChanged 373
		SP:Iteration 6Q (78466.090000 sec): 3 clusters
  Score: Raw -894051.546353 + Penalty 2899.517096 = -891152.029258
  nChanged 374
		SP:Iteration 7Q (78466.210000 sec): 3 clusters
  Score: Raw -894251.281290 + Penalty 2899.517096 = -891351.764195
  nChanged 302
		SP:Iteration 8Q (78466.310000 sec): 3 clusters
  Score: Raw -894406.851122 + Penalty 2899.517096 = -891507.334027
  nChanged 260
		SP:Iteration 9Q (78466.430000 sec): 3 clusters
  Score: Raw -894551.203087 + Penalty 2899.517096 = -891651.685991
  nChanged 259
		SP:Iteration 10Q (78466.540000 sec): 3 clusters
  Score: Raw -894697.555940 + Penalty 2899.517096 = -891798.038845
  nChanged 251
		SP:Iteration 11Q (78466.650000 sec): 3 clusters
  Score: Raw -894837.936884 + Penalty 2899.517096 = -891938.419789
  nChanged 235
		SP:Iteration 12Q (78466.760000 sec): 3 clusters
  Score: Raw -894981.279329 + Penalty 2899.517096 = -892081.762234
  nChanged 195
		SP:Iteration 13Q (78466.880000 sec): 3 clusters
  Score: Raw -895106.185037 + Penalty 2899.517096 = -892206.667942
  nChanged 184
		SP:Iteration 14Q (78466.990000 sec): 3 clusters
  Score: Raw -895244.267671 + Penalty 2899.517096 = -892344.750576
  nChanged 166
		SP:Iteration 15Q (78467.110000 sec): 3 clusters
  Score: Raw -895372.573827 + Penalty 2899.517096 = -892473.056731
  nChanged 146
		SP:Iteration 16Q (78467.230000 sec): 3 clusters
  Score: Raw -895474.572886 + Penalty 2899.517096 = -892575.055791
  nChanged 110
		SP:Iteration 17Q (78467.360000 sec): 3 clusters
  Score: Raw -895543.198930 + Penalty 2899.517096 = -892643.681834
  nChanged 90
		SP:Iteration 18Q (78467.480000 sec): 3 clusters
  Score: Raw -895604.229377 + Penalty 2899.517096 = -892704.712281
  nChanged 73
		SP:Iteration 19Q (78467.600000 sec): 3 clusters
  Score: Raw -895652.903937 + Penalty 2899.517096 = -892753.386841
  nChanged 65
		SP:Iteration 20F (78467.720000 sec): 3 clusters
  Score: Raw -895693.458939 + Penalty 2899.517096 = -892793.941843
  nChanged 45
		SP:Iteration 21Q (78467.840000 sec): 3 clusters
  Score: Raw -895718.411480 + Penalty 2899.517096 = -892818.894385
  nChanged 30
		SP:Iteration 22Q (78467.960000 sec): 3 clusters
  Score: Raw -895733.405783 + Penalty 2899.517096 = -892833.888687
  nChanged 31
		SP:Iteration 23Q (78468.080000 sec): 3 clusters
  Score: Raw -895748.817193 + Penalty 2899.517096 = -892849.300098
  nChanged 26
		SP:Iteration 24Q (78468.190000 sec): 3 clusters
  Score: Raw -895758.646194 + Penalty 2899.517096 = -892859.129099
  nChanged 15
		SP:Iteration 25Q (78468.310000 sec): 3 clusters
  Score: Raw -895765.885263 + Penalty 2899.517096 = -892866.368168
  nChanged 19
		SP:Iteration 26Q (78468.430000 sec): 3 clusters
  Score: Raw -895774.522790 + Penalty 2899.517096 = -892875.005694
  nChanged 13
		SP:Iteration 27Q (78468.550000 sec): 3 clusters
  Score: Raw -895778.456805 + Penalty 2899.517096 = -892878.939709
  nChanged 8
		SP:Iteration 28Q (78468.670000 sec): 3 clusters
  Score: Raw -895781.854331 + Penalty 2899.517096 = -892882.337236
  nChanged 11
		SP:Iteration 29Q (78468.780000 sec): 3 clusters
  Score: Raw -895785.327312 + Penalty 2899.517096 = -892885.810216
  nChanged 7
		SP:Iteration 30Q (78468.900000 sec): 3 clusters
  Score: Raw -895787.825568 + Penalty 2899.517096 = -892888.308473
  nChanged 7
		SP:Iteration 31Q (78469.020000 sec): 3 clusters
  Score: Raw -895790.103660 + Penalty 2899.517096 = -892890.586564
  nChanged 5
		SP:Iteration 32Q (78469.140000 sec): 3 clusters
  Score: Raw -895791.773872 + Penalty 2899.517096 = -892892.256776
  nChanged 2
		SP:Iteration 33Q (78469.250000 sec): 3 clusters
  Score: Raw -895791.982966 + Penalty 2899.517096 = -892892.465870
  nChanged 0
		SP:Iteration 34F (78469.380000 sec): 3 clusters
  Score: Raw -895791.982966 + Penalty 2899.517096 = -892892.465870
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 24 (361 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78469.440000 sec): 2 clusters
  Score: Raw -41632.676289 + Penalty 956.942668 = -40675.733621
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78469.450000 sec): 3 clusters
  Score: Raw -41741.173813 + Penalty 1913.885336 = -39827.288476
  nChanged 81
		SP:Iteration 1F (78469.460000 sec): 3 clusters
  Score: Raw -41894.038725 + Penalty 1913.885336 = -39980.153389
  nChanged 22
		SP:Iteration 2F (78469.470000 sec): 3 clusters
  Score: Raw -41942.428112 + Penalty 1913.885336 = -40028.542776
  nChanged 7
		SP:Iteration 3Q (78469.470000 sec): 3 clusters
  Score: Raw -41956.427509 + Penalty 1913.885336 = -40042.542172
  nChanged 2
		SP:Iteration 4Q (78469.480000 sec): 3 clusters
  Score: Raw -41958.279667 + Penalty 1913.885336 = -40044.394330
  nChanged 0
		SP:Iteration 5F (78469.490000 sec): 3 clusters
  Score: Raw -41958.279667 + Penalty 1913.885336 = -40044.394330
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 25 (20797 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78469.750000 sec): 2 clusters
  Score: Raw -2477490.652016 + Penalty 1615.666654 = -2475874.985363
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78470.020000 sec): 3 clusters
  Score: Raw -2464993.508661 + Penalty 3231.333308 = -2461762.175353
  nChanged 9397
		SP:Iteration 1F (78470.300000 sec): 3 clusters
  Score: Raw -2470192.949082 + Penalty 3231.333308 = -2466961.615774
  nChanged 1152
		SP:Iteration 2F (78470.570000 sec): 3 clusters
  Score: Raw -2470658.072804 + Penalty 3231.333308 = -2467426.739496
  nChanged 1181
		SP:Iteration 3F (78470.850000 sec): 3 clusters
  Score: Raw -2471260.298677 + Penalty 3231.333308 = -2468028.965369
  nChanged 1352
		SP:Iteration 4F (78471.130000 sec): 3 clusters
  Score: Raw -2472078.821514 + Penalty 3231.333308 = -2468847.488206
  nChanged 1502
		SP:Iteration 5F (78471.410000 sec): 3 clusters
  Score: Raw -2473177.089023 + Penalty 3231.333308 = -2469945.755715
  nChanged 1531
		SP:Iteration 6F (78471.660000 sec): 3 clusters
  Score: Raw -2474448.359838 + Penalty 3231.333308 = -2471217.026530
  nChanged 1327
		SP:Iteration 7F (78471.960000 sec): 3 clusters
  Score: Raw -2475629.795736 + Penalty 3231.333308 = -2472398.462428
  nChanged 996
		SP:Iteration 8Q (78472.240000 sec): 3 clusters
  Score: Raw -2476558.045848 + Penalty 3231.333308 = -2473326.712540
  nChanged 575
		SP:Iteration 9Q (78472.530000 sec): 3 clusters
  Score: Raw -2477091.329655 + Penalty 3231.333308 = -2473859.996347
  nChanged 287
		SP:Iteration 10Q (78472.800000 sec): 3 clusters
  Score: Raw -2477367.653495 + Penalty 3231.333308 = -2474136.320187
  nChanged 134
		SP:Iteration 11Q (78473.060000 sec): 3 clusters
  Score: Raw -2477504.809839 + Penalty 3231.333308 = -2474273.476531
  nChanged 52
		SP:Iteration 12Q (78473.330000 sec): 3 clusters
  Score: Raw -2477580.011019 + Penalty 3231.333308 = -2474348.677711
  nChanged 30
		SP:Iteration 13Q (78473.560000 sec): 3 clusters
  Score: Raw -2477631.842219 + Penalty 3231.333308 = -2474400.508911
  nChanged 15
		SP:Iteration 14Q (78473.830000 sec): 3 clusters
  Score: Raw -2477653.219109 + Penalty 3231.333308 = -2474421.885801
  nChanged 10
		SP:Iteration 15Q (78474.060000 sec): 3 clusters
  Score: Raw -2477668.694025 + Penalty 3231.333308 = -2474437.360717
  nChanged 9
		SP:Iteration 16Q (78474.330000 sec): 3 clusters
  Score: Raw -2477685.770578 + Penalty 3231.333308 = -2474454.437270
  nChanged 9
		SP:Iteration 17Q (78474.570000 sec): 3 clusters
  Score: Raw -2477698.959415 + Penalty 3231.333308 = -2474467.626107
  nChanged 6
		SP:Iteration 18Q (78474.830000 sec): 3 clusters
  Score: Raw -2477709.011163 + Penalty 3231.333308 = -2474477.677855
  nChanged 2
		SP:Iteration 19Q (78475.090000 sec): 3 clusters
  Score: Raw -2477712.387004 + Penalty 3231.333308 = -2474481.053696
  nChanged 1
		SP:Iteration 20F (78475.380000 sec): 3 clusters
  Score: Raw -2477713.140298 + Penalty 3231.333308 = -2474481.806990
  nChanged 1
		SP:Iteration 21Q (78475.640000 sec): 3 clusters
  Score: Raw -2477714.393964 + Penalty 3231.333308 = -2474483.060656
  nChanged 0
		SP:Iteration 22F (78475.920000 sec): 3 clusters
  Score: Raw -2477714.393964 + Penalty 3231.333308 = -2474483.060656
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 26 (3335 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78475.990000 sec): 2 clusters
  Score: Raw -378675.007718 + Penalty 1318.237043 = -377356.770675
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78476.050000 sec): 3 clusters
  Score: Raw -377054.697525 + Penalty 2636.474086 = -374418.223439
  nChanged 1288
		SP:Iteration 1F (78476.110000 sec): 3 clusters
  Score: Raw -377802.087522 + Penalty 2636.474086 = -375165.613436
  nChanged 284
		SP:Iteration 2F (78476.170000 sec): 3 clusters
  Score: Raw -377986.344066 + Penalty 2636.474086 = -375349.869980
  nChanged 214
		SP:Iteration 3F (78476.230000 sec): 3 clusters
  Score: Raw -378093.550311 + Penalty 2636.474086 = -375457.076224
  nChanged 115
		SP:Iteration 4Q (78476.300000 sec): 3 clusters
  Score: Raw -378142.834797 + Penalty 2636.474086 = -375506.360710
  nChanged 81
		SP:Iteration 5Q (78476.360000 sec): 3 clusters
  Score: Raw -378174.951430 + Penalty 2636.474086 = -375538.477344
  nChanged 79
		SP:Iteration 6Q (78476.420000 sec): 3 clusters
  Score: Raw -378210.817552 + Penalty 2636.474086 = -375574.343465
  nChanged 71
		SP:Iteration 7Q (78476.480000 sec): 3 clusters
  Score: Raw -378243.750294 + Penalty 2636.474086 = -375607.276207
  nChanged 69
		SP:Iteration 8Q (78476.540000 sec): 3 clusters
  Score: Raw -378269.711378 + Penalty 2636.474086 = -375633.237292
  nChanged 53
		SP:Iteration 9Q (78476.600000 sec): 3 clusters
  Score: Raw -378288.393526 + Penalty 2636.474086 = -375651.919440
  nChanged 46
		SP:Iteration 10Q (78476.650000 sec): 3 clusters
  Score: Raw -378304.671333 + Penalty 2636.474086 = -375668.197247
  nChanged 48
		SP:Iteration 11Q (78476.710000 sec): 3 clusters
  Score: Raw -378319.412104 + Penalty 2636.474086 = -375682.938018
  nChanged 39
		SP:Iteration 12Q (78476.770000 sec): 3 clusters
  Score: Raw -378331.727998 + Penalty 2636.474086 = -375695.253912
  nChanged 34
		SP:Iteration 13Q (78476.830000 sec): 3 clusters
  Score: Raw -378341.821736 + Penalty 2636.474086 = -375705.347650
  nChanged 39
		SP:Iteration 14Q (78476.890000 sec): 3 clusters
  Score: Raw -378357.962455 + Penalty 2636.474086 = -375721.488369
  nChanged 35
		SP:Iteration 15Q (78476.950000 sec): 3 clusters
  Score: Raw -378369.600116 + Penalty 2636.474086 = -375733.126030
  nChanged 31
		SP:Iteration 16Q (78477.010000 sec): 3 clusters
  Score: Raw -378379.470132 + Penalty 2636.474086 = -375742.996046
  nChanged 26
		SP:Iteration 17Q (78477.080000 sec): 3 clusters
  Score: Raw -378387.397350 + Penalty 2636.474086 = -375750.923263
  nChanged 21
		SP:Iteration 18Q (78477.140000 sec): 3 clusters
  Score: Raw -378396.472604 + Penalty 2636.474086 = -375759.998518
  nChanged 29
		SP:Iteration 19Q (78477.200000 sec): 3 clusters
  Score: Raw -378407.158472 + Penalty 2636.474086 = -375770.684386
  nChanged 32
		SP:Iteration 20F (78477.260000 sec): 3 clusters
  Score: Raw -378420.714538 + Penalty 2636.474086 = -375784.240451
  nChanged 32
		SP:Iteration 21Q (78477.320000 sec): 3 clusters
  Score: Raw -378433.049417 + Penalty 2636.474086 = -375796.575330
  nChanged 39
		SP:Iteration 22Q (78477.380000 sec): 3 clusters
  Score: Raw -378448.034943 + Penalty 2636.474086 = -375811.560857
  nChanged 32
		SP:Iteration 23Q (78477.440000 sec): 3 clusters
  Score: Raw -378462.246148 + Penalty 2636.474086 = -375825.772061
  nChanged 33
		SP:Iteration 24Q (78477.500000 sec): 3 clusters
  Score: Raw -378475.451887 + Penalty 2636.474086 = -375838.977801
  nChanged 29
		SP:Iteration 25Q (78477.560000 sec): 3 clusters
  Score: Raw -378486.682012 + Penalty 2636.474086 = -375850.207926
  nChanged 28
		SP:Iteration 26Q (78477.620000 sec): 3 clusters
  Score: Raw -378499.605347 + Penalty 2636.474086 = -375863.131261
  nChanged 29
		SP:Iteration 27Q (78477.680000 sec): 3 clusters
  Score: Raw -378511.434493 + Penalty 2636.474086 = -375874.960406
  nChanged 28
		SP:Iteration 28Q (78477.740000 sec): 3 clusters
  Score: Raw -378525.143506 + Penalty 2636.474086 = -375888.669420
  nChanged 35
		SP:Iteration 29Q (78477.800000 sec): 3 clusters
  Score: Raw -378542.875102 + Penalty 2636.474086 = -375906.401015
  nChanged 34
		SP:Iteration 30Q (78477.860000 sec): 3 clusters
  Score: Raw -378556.431894 + Penalty 2636.474086 = -375919.957808
  nChanged 27
		SP:Iteration 31Q (78477.920000 sec): 3 clusters
  Score: Raw -378566.679267 + Penalty 2636.474086 = -375930.205180
  nChanged 14
		SP:Iteration 32Q (78477.980000 sec): 3 clusters
  Score: Raw -378571.997546 + Penalty 2636.474086 = -375935.523460
  nChanged 16
		SP:Iteration 33Q (78478.040000 sec): 3 clusters
  Score: Raw -378579.820990 + Penalty 2636.474086 = -375943.346904
  nChanged 22
		SP:Iteration 34Q (78478.100000 sec): 3 clusters
  Score: Raw -378591.632648 + Penalty 2636.474086 = -375955.158561
  nChanged 18
		SP:Iteration 35Q (78478.160000 sec): 3 clusters
  Score: Raw -378599.272916 + Penalty 2636.474086 = -375962.798829
  nChanged 19
		SP:Iteration 36Q (78478.220000 sec): 3 clusters
  Score: Raw -378610.386643 + Penalty 2636.474086 = -375973.912557
  nChanged 28
		SP:Iteration 37Q (78478.270000 sec): 3 clusters
  Score: Raw -378628.672742 + Penalty 2636.474086 = -375992.198656
  nChanged 24
		SP:Iteration 38Q (78478.330000 sec): 3 clusters
  Score: Raw -378639.433024 + Penalty 2636.474086 = -376002.958938
  nChanged 20
		SP:Iteration 39Q (78478.390000 sec): 3 clusters
  Score: Raw -378649.118567 + Penalty 2636.474086 = -376012.644481
  nChanged 17
		SP:Iteration 40F (78478.450000 sec): 3 clusters
  Score: Raw -378656.533683 + Penalty 2636.474086 = -376020.059596
  nChanged 18
		SP:Iteration 41Q (78478.510000 sec): 3 clusters
  Score: Raw -378666.508211 + Penalty 2636.474086 = -376030.034124
  nChanged 18
		SP:Iteration 42Q (78478.570000 sec): 3 clusters
  Score: Raw -378677.529949 + Penalty 2636.474086 = -376041.055862
  nChanged 21
		SP:Iteration 43Q (78478.630000 sec): 3 clusters
  Score: Raw -378692.966827 + Penalty 2636.474086 = -376056.492741
  nChanged 19
		SP:Iteration 44Q (78478.690000 sec): 3 clusters
  Score: Raw -378706.231628 + Penalty 2636.474086 = -376069.757542
  nChanged 26
		SP:Iteration 45Q (78478.750000 sec): 3 clusters
  Score: Raw -378721.932420 + Penalty 2636.474086 = -376085.458333
  nChanged 19
		SP:Iteration 46Q (78478.810000 sec): 3 clusters
  Score: Raw -378733.135317 + Penalty 2636.474086 = -376096.661231
  nChanged 16
		SP:Iteration 47Q (78478.860000 sec): 3 clusters
  Score: Raw -378741.240561 + Penalty 2636.474086 = -376104.766475
  nChanged 13
		SP:Iteration 48Q (78478.920000 sec): 3 clusters
  Score: Raw -378747.774704 + Penalty 2636.474086 = -376111.300617
  nChanged 10
		SP:Iteration 49Q (78478.980000 sec): 3 clusters
  Score: Raw -378754.236009 + Penalty 2636.474086 = -376117.761923
  nChanged 14
		SP:Iteration 50Q (78479.040000 sec): 3 clusters
  Score: Raw -378761.051850 + Penalty 2636.474086 = -376124.577763
  nChanged 10
		SP:Iteration 51Q (78479.100000 sec): 3 clusters
  Score: Raw -378765.760208 + Penalty 2636.474086 = -376129.286122
  nChanged 15
		SP:Iteration 52Q (78479.160000 sec): 3 clusters
  Score: Raw -378776.209408 + Penalty 2636.474086 = -376139.735321
  nChanged 13
		SP:Iteration 53Q (78479.220000 sec): 3 clusters
  Score: Raw -378786.168679 + Penalty 2636.474086 = -376149.694593
  nChanged 24
		SP:Iteration 54Q (78479.280000 sec): 3 clusters
  Score: Raw -378802.763041 + Penalty 2636.474086 = -376166.288955
  nChanged 15
		SP:Iteration 55Q (78479.340000 sec): 3 clusters
  Score: Raw -378810.864992 + Penalty 2636.474086 = -376174.390905
  nChanged 11
		SP:Iteration 56Q (78479.390000 sec): 3 clusters
  Score: Raw -378818.172497 + Penalty 2636.474086 = -376181.698410
  nChanged 9
		SP:Iteration 57Q (78479.450000 sec): 3 clusters
  Score: Raw -378824.029000 + Penalty 2636.474086 = -376187.554914
  nChanged 12
		SP:Iteration 58Q (78479.510000 sec): 3 clusters
  Score: Raw -378831.875449 + Penalty 2636.474086 = -376195.401363
  nChanged 14
		SP:Iteration 59Q (78479.570000 sec): 3 clusters
  Score: Raw -378839.616664 + Penalty 2636.474086 = -376203.142577
  nChanged 11
		SP:Iteration 60F (78479.630000 sec): 3 clusters
  Score: Raw -378846.119688 + Penalty 2636.474086 = -376209.645601
  nChanged 15
		SP:Iteration 61Q (78479.680000 sec): 3 clusters
  Score: Raw -378856.432441 + Penalty 2636.474086 = -376219.958355
  nChanged 15
		SP:Iteration 62Q (78479.740000 sec): 3 clusters
  Score: Raw -378864.746138 + Penalty 2636.474086 = -376228.272051
  nChanged 13
		SP:Iteration 63Q (78479.800000 sec): 3 clusters
  Score: Raw -378877.625441 + Penalty 2636.474086 = -376241.151354
  nChanged 13
		SP:Iteration 64Q (78479.860000 sec): 3 clusters
  Score: Raw -378891.332242 + Penalty 2636.474086 = -376254.858156
  nChanged 16
		SP:Iteration 65Q (78479.920000 sec): 3 clusters
  Score: Raw -378906.738851 + Penalty 2636.474086 = -376270.264764
  nChanged 13
		SP:Iteration 66Q (78479.980000 sec): 3 clusters
  Score: Raw -378916.640786 + Penalty 2636.474086 = -376280.166699
  nChanged 12
		SP:Iteration 67Q (78480.030000 sec): 3 clusters
  Score: Raw -378927.588202 + Penalty 2636.474086 = -376291.114115
  nChanged 11
		SP:Iteration 68Q (78480.090000 sec): 3 clusters
  Score: Raw -378936.841419 + Penalty 2636.474086 = -376300.367333
  nChanged 8
		SP:Iteration 69Q (78480.150000 sec): 3 clusters
  Score: Raw -378942.511349 + Penalty 2636.474086 = -376306.037263
  nChanged 7
		SP:Iteration 70Q (78480.200000 sec): 3 clusters
  Score: Raw -378946.805155 + Penalty 2636.474086 = -376310.331068
  nChanged 6
		SP:Iteration 71Q (78480.260000 sec): 3 clusters
  Score: Raw -378950.383678 + Penalty 2636.474086 = -376313.909591
  nChanged 5
		SP:Iteration 72Q (78480.320000 sec): 3 clusters
  Score: Raw -378953.694566 + Penalty 2636.474086 = -376317.220480
  nChanged 2
		SP:Iteration 73Q (78480.380000 sec): 3 clusters
  Score: Raw -378955.317504 + Penalty 2636.474086 = -376318.843418
  nChanged 2
		SP:Iteration 74Q (78480.440000 sec): 3 clusters
  Score: Raw -378956.921540 + Penalty 2636.474086 = -376320.447453
  nChanged 0
		SP:Iteration 75F (78480.500000 sec): 3 clusters
  Score: Raw -378956.921540 + Penalty 2636.474086 = -376320.447453
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 27 (4395 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78480.570000 sec): 2 clusters
  Score: Raw -490698.806403 + Penalty 1363.086207 = -489335.720196
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78480.660000 sec): 3 clusters
  Score: Raw -488498.128513 + Penalty 2726.172413 = -485771.956099
  nChanged 1790
		SP:Iteration 1F (78480.740000 sec): 3 clusters
  Score: Raw -489769.669832 + Penalty 2726.172413 = -487043.497419
  nChanged 436
		SP:Iteration 2F (78480.820000 sec): 3 clusters
  Score: Raw -490205.082590 + Penalty 2726.172413 = -487478.910176
  nChanged 346
		SP:Iteration 3F (78480.900000 sec): 3 clusters
  Score: Raw -490530.787274 + Penalty 2726.172413 = -487804.614861
  nChanged 260
		SP:Iteration 4F (78480.980000 sec): 3 clusters
  Score: Raw -490718.025397 + Penalty 2726.172413 = -487991.852984
  nChanged 174
		SP:Iteration 5Q (78481.050000 sec): 3 clusters
  Score: Raw -490823.511092 + Penalty 2726.172413 = -488097.338678
  nChanged 116
		SP:Iteration 6Q (78481.130000 sec): 3 clusters
  Score: Raw -490883.058890 + Penalty 2726.172413 = -488156.886476
  nChanged 96
		SP:Iteration 7Q (78481.210000 sec): 3 clusters
  Score: Raw -490925.374359 + Penalty 2726.172413 = -488199.201946
  nChanged 90
		SP:Iteration 8Q (78481.290000 sec): 3 clusters
  Score: Raw -490971.086171 + Penalty 2726.172413 = -488244.913758
  nChanged 97
		SP:Iteration 9Q (78481.370000 sec): 3 clusters
  Score: Raw -491023.385596 + Penalty 2726.172413 = -488297.213183
  nChanged 70
		SP:Iteration 10Q (78481.440000 sec): 3 clusters
  Score: Raw -491070.466654 + Penalty 2726.172413 = -488344.294241
  nChanged 72
		SP:Iteration 11Q (78481.520000 sec): 3 clusters
  Score: Raw -491108.866626 + Penalty 2726.172413 = -488382.694213
  nChanged 74
		SP:Iteration 12Q (78481.600000 sec): 3 clusters
  Score: Raw -491144.610427 + Penalty 2726.172413 = -488418.438014
  nChanged 60
		SP:Iteration 13Q (78481.680000 sec): 3 clusters
  Score: Raw -491170.685411 + Penalty 2726.172413 = -488444.512998
  nChanged 48
		SP:Iteration 14Q (78481.760000 sec): 3 clusters
  Score: Raw -491187.876391 + Penalty 2726.172413 = -488461.703978
  nChanged 42
		SP:Iteration 15Q (78481.830000 sec): 3 clusters
  Score: Raw -491198.909880 + Penalty 2726.172413 = -488472.737467
  nChanged 25
		SP:Iteration 16Q (78481.920000 sec): 3 clusters
  Score: Raw -491205.362607 + Penalty 2726.172413 = -488479.190194
  nChanged 25
		SP:Iteration 17Q (78481.990000 sec): 3 clusters
  Score: Raw -491211.531367 + Penalty 2726.172413 = -488485.358953
  nChanged 14
		SP:Iteration 18Q (78482.070000 sec): 3 clusters
  Score: Raw -491215.171037 + Penalty 2726.172413 = -488488.998624
  nChanged 12
		SP:Iteration 19Q (78482.150000 sec): 3 clusters
  Score: Raw -491218.722199 + Penalty 2726.172413 = -488492.549786
  nChanged 13
		SP:Iteration 20F (78482.230000 sec): 3 clusters
  Score: Raw -491221.969908 + Penalty 2726.172413 = -488495.797495
  nChanged 5
		SP:Iteration 21Q (78482.310000 sec): 3 clusters
  Score: Raw -491223.144154 + Penalty 2726.172413 = -488496.971741
  nChanged 4
		SP:Iteration 22Q (78482.380000 sec): 3 clusters
  Score: Raw -491224.003849 + Penalty 2726.172413 = -488497.831435
  nChanged 3
		SP:Iteration 23Q (78482.460000 sec): 3 clusters
  Score: Raw -491224.564182 + Penalty 2726.172413 = -488498.391769
  nChanged 2
		SP:Iteration 24Q (78482.540000 sec): 3 clusters
  Score: Raw -491225.108470 + Penalty 2726.172413 = -488498.936056
  nChanged 6
		SP:Iteration 25Q (78482.610000 sec): 3 clusters
  Score: Raw -491226.535888 + Penalty 2726.172413 = -488500.363474
  nChanged 3
		SP:Iteration 26Q (78482.690000 sec): 3 clusters
  Score: Raw -491227.169247 + Penalty 2726.172413 = -488500.996834
  nChanged 4
		SP:Iteration 27Q (78482.770000 sec): 3 clusters
  Score: Raw -491227.897219 + Penalty 2726.172413 = -488501.724806
  nChanged 4
		SP:Iteration 28Q (78482.850000 sec): 3 clusters
  Score: Raw -491228.745474 + Penalty 2726.172413 = -488502.573061
  nChanged 1
		SP:Iteration 29Q (78482.930000 sec): 3 clusters
  Score: Raw -491229.045572 + Penalty 2726.172413 = -488502.873158
  nChanged 1
		SP:Iteration 30Q (78483.000000 sec): 3 clusters
  Score: Raw -491229.335379 + Penalty 2726.172413 = -488503.162965
  nChanged 2
		SP:Iteration 31Q (78483.080000 sec): 3 clusters
  Score: Raw -491230.033794 + Penalty 2726.172413 = -488503.861381
  nChanged 4
		SP:Iteration 32Q (78483.150000 sec): 3 clusters
  Score: Raw -491231.129438 + Penalty 2726.172413 = -488504.957025
  nChanged 6
		SP:Iteration 33Q (78483.230000 sec): 3 clusters
  Score: Raw -491232.846210 + Penalty 2726.172413 = -488506.673797
  nChanged 3
		SP:Iteration 34Q (78483.310000 sec): 3 clusters
  Score: Raw -491234.113741 + Penalty 2726.172413 = -488507.941328
  nChanged 2
		SP:Iteration 35Q (78483.390000 sec): 3 clusters
  Score: Raw -491234.544634 + Penalty 2726.172413 = -488508.372220
  nChanged 3
		SP:Iteration 36Q (78483.470000 sec): 3 clusters
  Score: Raw -491235.095916 + Penalty 2726.172413 = -488508.923502
  nChanged 4
		SP:Iteration 37Q (78483.540000 sec): 3 clusters
  Score: Raw -491236.586128 + Penalty 2726.172413 = -488510.413715
  nChanged 3
		SP:Iteration 38Q (78483.620000 sec): 3 clusters
  Score: Raw -491237.512104 + Penalty 2726.172413 = -488511.339691
  nChanged 2
		SP:Iteration 39Q (78483.700000 sec): 3 clusters
  Score: Raw -491237.727593 + Penalty 2726.172413 = -488511.555180
  nChanged 1
		SP:Iteration 40F (78483.780000 sec): 3 clusters
  Score: Raw -491237.897120 + Penalty 2726.172413 = -488511.724706
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 28 (3972 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78483.850000 sec): 2 clusters
  Score: Raw -465818.090960 + Penalty 1346.641567 = -464471.449394
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78483.930000 sec): 3 clusters
  Score: Raw -463837.996371 + Penalty 2693.283133 = -461144.713238
  nChanged 1572
		SP:Iteration 1F (78484.000000 sec): 3 clusters
  Score: Raw -464775.160677 + Penalty 2693.283133 = -462081.877544
  nChanged 331
		SP:Iteration 2F (78484.070000 sec): 3 clusters
  Score: Raw -465003.507612 + Penalty 2693.283133 = -462310.224479
  nChanged 238
		SP:Iteration 3F (78484.140000 sec): 3 clusters
  Score: Raw -465176.640173 + Penalty 2693.283133 = -462483.357040
  nChanged 204
		SP:Iteration 4F (78484.220000 sec): 3 clusters
  Score: Raw -465337.527304 + Penalty 2693.283133 = -462644.244171
  nChanged 183
		SP:Iteration 5Q (78484.290000 sec): 3 clusters
  Score: Raw -465475.964053 + Penalty 2693.283133 = -462782.680920
  nChanged 184
		SP:Iteration 6Q (78484.360000 sec): 3 clusters
  Score: Raw -465615.342171 + Penalty 2693.283133 = -462922.059038
  nChanged 163
		SP:Iteration 7Q (78484.430000 sec): 3 clusters
  Score: Raw -465729.973395 + Penalty 2693.283133 = -463036.690261
  nChanged 138
		SP:Iteration 8Q (78484.500000 sec): 3 clusters
  Score: Raw -465811.396621 + Penalty 2693.283133 = -463118.113488
  nChanged 118
		SP:Iteration 9Q (78484.580000 sec): 3 clusters
  Score: Raw -465868.278073 + Penalty 2693.283133 = -463174.994940
  nChanged 78
		SP:Iteration 10Q (78484.650000 sec): 3 clusters
  Score: Raw -465900.675739 + Penalty 2693.283133 = -463207.392606
  nChanged 61
		SP:Iteration 11Q (78484.720000 sec): 3 clusters
  Score: Raw -465926.234638 + Penalty 2693.283133 = -463232.951505
  nChanged 59
		SP:Iteration 12Q (78484.790000 sec): 3 clusters
  Score: Raw -465947.102462 + Penalty 2693.283133 = -463253.819328
  nChanged 40
		SP:Iteration 13Q (78484.860000 sec): 3 clusters
  Score: Raw -465963.104970 + Penalty 2693.283133 = -463269.821837
  nChanged 27
		SP:Iteration 14Q (78484.930000 sec): 3 clusters
  Score: Raw -465973.942017 + Penalty 2693.283133 = -463280.658884
  nChanged 25
		SP:Iteration 15Q (78485.000000 sec): 3 clusters
  Score: Raw -465981.975586 + Penalty 2693.283133 = -463288.692453
  nChanged 17
		SP:Iteration 16Q (78485.080000 sec): 3 clusters
  Score: Raw -465988.425815 + Penalty 2693.283133 = -463295.142682
  nChanged 16
		SP:Iteration 17Q (78485.150000 sec): 3 clusters
  Score: Raw -465994.771350 + Penalty 2693.283133 = -463301.488217
  nChanged 21
		SP:Iteration 18Q (78485.220000 sec): 3 clusters
  Score: Raw -466005.980613 + Penalty 2693.283133 = -463312.697480
  nChanged 31
		SP:Iteration 19Q (78485.290000 sec): 3 clusters
  Score: Raw -466016.047560 + Penalty 2693.283133 = -463322.764427
  nChanged 23
		SP:Iteration 20F (78485.360000 sec): 3 clusters
  Score: Raw -466022.518078 + Penalty 2693.283133 = -463329.234945
  nChanged 17
		SP:Iteration 21Q (78485.430000 sec): 3 clusters
  Score: Raw -466028.446225 + Penalty 2693.283133 = -463335.163092
  nChanged 19
		SP:Iteration 22Q (78485.500000 sec): 3 clusters
  Score: Raw -466034.789990 + Penalty 2693.283133 = -463341.506857
  nChanged 12
		SP:Iteration 23Q (78485.580000 sec): 3 clusters
  Score: Raw -466038.149702 + Penalty 2693.283133 = -463344.866569
  nChanged 7
		SP:Iteration 24Q (78485.650000 sec): 3 clusters
  Score: Raw -466039.503695 + Penalty 2693.283133 = -463346.220562
  nChanged 4
		SP:Iteration 25Q (78485.720000 sec): 3 clusters
  Score: Raw -466040.474652 + Penalty 2693.283133 = -463347.191519
  nChanged 6
		SP:Iteration 26Q (78485.790000 sec): 3 clusters
  Score: Raw -466043.191335 + Penalty 2693.283133 = -463349.908202
  nChanged 10
		SP:Iteration 27Q (78485.860000 sec): 3 clusters
  Score: Raw -466048.369438 + Penalty 2693.283133 = -463355.086304
  nChanged 10
		SP:Iteration 28Q (78485.930000 sec): 3 clusters
  Score: Raw -466055.787470 + Penalty 2693.283133 = -463362.504337
  nChanged 21
		SP:Iteration 29Q (78486.000000 sec): 3 clusters
  Score: Raw -466063.937901 + Penalty 2693.283133 = -463370.654768
  nChanged 10
		SP:Iteration 30Q (78486.080000 sec): 3 clusters
  Score: Raw -466067.530865 + Penalty 2693.283133 = -463374.247732
  nChanged 18
		SP:Iteration 31Q (78486.140000 sec): 3 clusters
  Score: Raw -466074.064911 + Penalty 2693.283133 = -463380.781778
  nChanged 12
		SP:Iteration 32Q (78486.220000 sec): 3 clusters
  Score: Raw -466077.572243 + Penalty 2693.283133 = -463384.289110
  nChanged 13
		SP:Iteration 33Q (78486.290000 sec): 3 clusters
  Score: Raw -466081.637127 + Penalty 2693.283133 = -463388.353994
  nChanged 8
		SP:Iteration 34Q (78486.360000 sec): 3 clusters
  Score: Raw -466083.679406 + Penalty 2693.283133 = -463390.396273
  nChanged 7
		SP:Iteration 35Q (78486.430000 sec): 3 clusters
  Score: Raw -466086.901113 + Penalty 2693.283133 = -463393.617980
  nChanged 8
		SP:Iteration 36Q (78486.500000 sec): 3 clusters
  Score: Raw -466089.642062 + Penalty 2693.283133 = -463396.358929
  nChanged 8
		SP:Iteration 37Q (78486.570000 sec): 3 clusters
  Score: Raw -466091.975953 + Penalty 2693.283133 = -463398.692820
  nChanged 7
		SP:Iteration 38Q (78486.640000 sec): 3 clusters
  Score: Raw -466094.921686 + Penalty 2693.283133 = -463401.638553
  nChanged 8
		SP:Iteration 39Q (78486.720000 sec): 3 clusters
  Score: Raw -466096.476340 + Penalty 2693.283133 = -463403.193207
  nChanged 4
		SP:Iteration 40F (78486.790000 sec): 3 clusters
  Score: Raw -466097.424906 + Penalty 2693.283133 = -463404.141773
  nChanged 4
		SP:Iteration 41Q (78486.860000 sec): 3 clusters
  Score: Raw -466098.018660 + Penalty 2693.283133 = -463404.735527
  nChanged 2
		SP:Iteration 42Q (78486.930000 sec): 3 clusters
  Score: Raw -466099.189117 + Penalty 2693.283133 = -463405.905983
  nChanged 4
		SP:Iteration 43Q (78487.000000 sec): 3 clusters
  Score: Raw -466100.365098 + Penalty 2693.283133 = -463407.081965
  nChanged 2
		SP:Iteration 44Q (78487.070000 sec): 3 clusters
  Score: Raw -466100.957038 + Penalty 2693.283133 = -463407.673904
  nChanged 1
		SP:Iteration 45Q (78487.140000 sec): 3 clusters
  Score: Raw -466101.296464 + Penalty 2693.283133 = -463408.013330
  nChanged 0
		SP:Iteration 46F (78487.220000 sec): 3 clusters
  Score: Raw -466101.296464 + Penalty 2693.283133 = -463408.013330
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 29 (2335 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78487.280000 sec): 2 clusters
  Score: Raw -234149.877809 + Penalty 1260.312165 = -232889.565644
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78487.320000 sec): 3 clusters
  Score: Raw -233125.379984 + Penalty 2520.624330 = -230604.755654
  nChanged 881
		SP:Iteration 1F (78487.370000 sec): 3 clusters
  Score: Raw -233953.823527 + Penalty 2520.624330 = -231433.199197
  nChanged 246
		SP:Iteration 2F (78487.410000 sec): 3 clusters
  Score: Raw -234273.922593 + Penalty 2520.624330 = -231753.298262
  nChanged 209
		SP:Iteration 3F (78487.460000 sec): 3 clusters
  Score: Raw -234528.563656 + Penalty 2520.624330 = -232007.939326
  nChanged 174
		SP:Iteration 4F (78487.500000 sec): 3 clusters
  Score: Raw -234734.225144 + Penalty 2520.624330 = -232213.600813
  nChanged 114
		SP:Iteration 5Q (78487.540000 sec): 3 clusters
  Score: Raw -234879.534012 + Penalty 2520.624330 = -232358.909682
  nChanged 112
		SP:Iteration 6Q (78487.580000 sec): 3 clusters
  Score: Raw -234995.391644 + Penalty 2520.624330 = -232474.767314
  nChanged 73
		SP:Iteration 7Q (78487.630000 sec): 3 clusters
  Score: Raw -235059.987014 + Penalty 2520.624330 = -232539.362684
  nChanged 55
		SP:Iteration 8Q (78487.670000 sec): 3 clusters
  Score: Raw -235125.401882 + Penalty 2520.624330 = -232604.777552
  nChanged 50
		SP:Iteration 9Q (78487.710000 sec): 3 clusters
  Score: Raw -235159.354573 + Penalty 2520.624330 = -232638.730242
  nChanged 45
		SP:Iteration 10Q (78487.750000 sec): 3 clusters
  Score: Raw -235189.799747 + Penalty 2520.624330 = -232669.175416
  nChanged 51
		SP:Iteration 11Q (78487.800000 sec): 3 clusters
  Score: Raw -235230.386891 + Penalty 2520.624330 = -232709.762561
  nChanged 39
		SP:Iteration 12Q (78487.840000 sec): 3 clusters
  Score: Raw -235251.123736 + Penalty 2520.624330 = -232730.499406
  nChanged 22
		SP:Iteration 13Q (78487.880000 sec): 3 clusters
  Score: Raw -235261.353564 + Penalty 2520.624330 = -232740.729233
  nChanged 13
		SP:Iteration 14Q (78487.920000 sec): 3 clusters
  Score: Raw -235264.970993 + Penalty 2520.624330 = -232744.346663
  nChanged 6
		SP:Iteration 15Q (78487.960000 sec): 3 clusters
  Score: Raw -235268.702925 + Penalty 2520.624330 = -232748.078594
  nChanged 5
		SP:Iteration 16Q (78488.000000 sec): 3 clusters
  Score: Raw -235272.427156 + Penalty 2520.624330 = -232751.802826
  nChanged 2
		SP:Iteration 17Q (78488.050000 sec): 3 clusters
  Score: Raw -235273.252926 + Penalty 2520.624330 = -232752.628596
  nChanged 1
		SP:Iteration 18Q (78488.090000 sec): 3 clusters
  Score: Raw -235273.998378 + Penalty 2520.624330 = -232753.374048
  nChanged 2
		SP:Iteration 19Q (78488.130000 sec): 3 clusters
  Score: Raw -235275.196384 + Penalty 2520.624330 = -232754.572053
  nChanged 1
		SP:Iteration 20F (78488.180000 sec): 3 clusters
  Score: Raw -235275.296432 + Penalty 2520.624330 = -232754.672102
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 30 (464 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78488.230000 sec): 2 clusters
  Score: Raw -52703.693268 + Penalty 997.731240 = -51705.962028
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78488.240000 sec): 3 clusters
  Score: Raw -52646.404563 + Penalty 1995.462479 = -50650.942084
  nChanged 102
		SP:Iteration 1F (78488.250000 sec): 3 clusters
  Score: Raw -52829.652571 + Penalty 1995.462479 = -50834.190092
  nChanged 34
		SP:Iteration 2F (78488.260000 sec): 3 clusters
  Score: Raw -52941.339108 + Penalty 1995.462479 = -50945.876629
  nChanged 26
		SP:Iteration 3F (78488.270000 sec): 3 clusters
  Score: Raw -53042.478526 + Penalty 1995.462479 = -51047.016046
  nChanged 16
		SP:Iteration 4Q (78488.280000 sec): 3 clusters
  Score: Raw -53085.648548 + Penalty 1995.462479 = -51090.186068
  nChanged 16
		SP:Iteration 5Q (78488.290000 sec): 3 clusters
  Score: Raw -53132.537188 + Penalty 1995.462479 = -51137.074708
  nChanged 11
		SP:Iteration 6Q (78488.300000 sec): 3 clusters
  Score: Raw -53169.842241 + Penalty 1995.462479 = -51174.379761
  nChanged 9
		SP:Iteration 7Q (78488.310000 sec): 3 clusters
  Score: Raw -53199.451818 + Penalty 1995.462479 = -51203.989339
  nChanged 10
		SP:Iteration 8Q (78488.320000 sec): 3 clusters
  Score: Raw -53221.736658 + Penalty 1995.462479 = -51226.274178
  nChanged 3
		SP:Iteration 9Q (78488.330000 sec): 3 clusters
  Score: Raw -53226.790315 + Penalty 1995.462479 = -51231.327835
  nChanged 1
		SP:Iteration 10Q (78488.340000 sec): 3 clusters
  Score: Raw -53229.487529 + Penalty 1995.462479 = -51234.025050
  nChanged 1
		SP:Iteration 11Q (78488.340000 sec): 3 clusters
  Score: Raw -53231.105921 + Penalty 1995.462479 = -51235.643441
  nChanged 0
		SP:Iteration 12F (78488.360000 sec): 3 clusters
  Score: Raw -53231.105921 + Penalty 1995.462479 = -51235.643441
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 31 (897 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78488.420000 sec): 2 clusters
  Score: Raw -104228.485596 + Penalty 1104.846578 = -103123.639018
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78488.430000 sec): 3 clusters
  Score: Raw -103957.272235 + Penalty 2209.693155 = -101747.579080
  nChanged 270
		SP:Iteration 1F (78488.450000 sec): 3 clusters
  Score: Raw -104195.286919 + Penalty 2209.693155 = -101985.593764
  nChanged 71
		SP:Iteration 2F (78488.470000 sec): 3 clusters
  Score: Raw -104272.422327 + Penalty 2209.693155 = -102062.729171
  nChanged 40
		SP:Iteration 3Q (78488.480000 sec): 3 clusters
  Score: Raw -104334.421274 + Penalty 2209.693155 = -102124.728119
  nChanged 26
		SP:Iteration 4Q (78488.500000 sec): 3 clusters
  Score: Raw -104364.289197 + Penalty 2209.693155 = -102154.596042
  nChanged 27
		SP:Iteration 5Q (78488.520000 sec): 3 clusters
  Score: Raw -104386.830305 + Penalty 2209.693155 = -102177.137150
  nChanged 12
		SP:Iteration 6Q (78488.540000 sec): 3 clusters
  Score: Raw -104397.893103 + Penalty 2209.693155 = -102188.199948
  nChanged 12
		SP:Iteration 7Q (78488.550000 sec): 3 clusters
  Score: Raw -104417.897979 + Penalty 2209.693155 = -102208.204824
  nChanged 10
		SP:Iteration 8Q (78488.570000 sec): 3 clusters
  Score: Raw -104426.139858 + Penalty 2209.693155 = -102216.446703
  nChanged 3
		SP:Iteration 9Q (78488.590000 sec): 3 clusters
  Score: Raw -104428.506358 + Penalty 2209.693155 = -102218.813203
  nChanged 1
		SP:Iteration 10Q (78488.600000 sec): 3 clusters
  Score: Raw -104430.149350 + Penalty 2209.693155 = -102220.456194
  nChanged 2
		SP:Iteration 11Q (78488.620000 sec): 3 clusters
  Score: Raw -104430.791876 + Penalty 2209.693155 = -102221.098720
  nChanged 0
		SP:Iteration 12F (78488.640000 sec): 3 clusters
  Score: Raw -104430.791876 + Penalty 2209.693155 = -102221.098720
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 32 (4313 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78488.720000 sec): 2 clusters
  Score: Raw -509455.037506 + Penalty 1360.025712 = -508095.011794
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78488.810000 sec): 3 clusters
  Score: Raw -507264.743807 + Penalty 2720.051424 = -504544.692384
  nChanged 1735
		SP:Iteration 1F (78488.900000 sec): 3 clusters
  Score: Raw -508263.533205 + Penalty 2720.051424 = -505543.481782
  nChanged 351
		SP:Iteration 2F (78488.970000 sec): 3 clusters
  Score: Raw -508502.062459 + Penalty 2720.051424 = -505782.011036
  nChanged 284
		SP:Iteration 3F (78489.050000 sec): 3 clusters
  Score: Raw -508675.912012 + Penalty 2720.051424 = -505955.860588
  nChanged 218
		SP:Iteration 4F (78489.130000 sec): 3 clusters
  Score: Raw -508803.048375 + Penalty 2720.051424 = -506082.996951
  nChanged 192
		SP:Iteration 5Q (78489.210000 sec): 3 clusters
  Score: Raw -508921.504569 + Penalty 2720.051424 = -506201.453145
  nChanged 180
		SP:Iteration 6Q (78489.290000 sec): 3 clusters
  Score: Raw -509028.485736 + Penalty 2720.051424 = -506308.434312
  nChanged 150
		SP:Iteration 7Q (78489.360000 sec): 3 clusters
  Score: Raw -509131.501201 + Penalty 2720.051424 = -506411.449777
  nChanged 132
		SP:Iteration 8Q (78489.440000 sec): 3 clusters
  Score: Raw -509233.193885 + Penalty 2720.051424 = -506513.142461
  nChanged 122
		SP:Iteration 9Q (78489.520000 sec): 3 clusters
  Score: Raw -509311.354058 + Penalty 2720.051424 = -506591.302634
  nChanged 94
		SP:Iteration 10Q (78489.600000 sec): 3 clusters
  Score: Raw -509368.888325 + Penalty 2720.051424 = -506648.836901
  nChanged 89
		SP:Iteration 11Q (78489.680000 sec): 3 clusters
  Score: Raw -509429.656861 + Penalty 2720.051424 = -506709.605437
  nChanged 89
		SP:Iteration 12Q (78489.750000 sec): 3 clusters
  Score: Raw -509500.684616 + Penalty 2720.051424 = -506780.633192
  nChanged 81
		SP:Iteration 13Q (78489.830000 sec): 3 clusters
  Score: Raw -509569.009573 + Penalty 2720.051424 = -506848.958149
  nChanged 72
		SP:Iteration 14Q (78489.910000 sec): 3 clusters
  Score: Raw -509608.885941 + Penalty 2720.051424 = -506888.834517
  nChanged 46
		SP:Iteration 15Q (78489.980000 sec): 3 clusters
  Score: Raw -509629.469443 + Penalty 2720.051424 = -506909.418019
  nChanged 31
		SP:Iteration 16Q (78490.060000 sec): 3 clusters
  Score: Raw -509643.848469 + Penalty 2720.051424 = -506923.797045
  nChanged 44
		SP:Iteration 17Q (78490.140000 sec): 3 clusters
  Score: Raw -509674.127916 + Penalty 2720.051424 = -506954.076492
  nChanged 41
		SP:Iteration 18Q (78490.210000 sec): 3 clusters
  Score: Raw -509701.910493 + Penalty 2720.051424 = -506981.859069
  nChanged 50
		SP:Iteration 19Q (78490.290000 sec): 3 clusters
  Score: Raw -509731.257786 + Penalty 2720.051424 = -507011.206362
  nChanged 42
		SP:Iteration 20F (78490.360000 sec): 3 clusters
  Score: Raw -509755.764202 + Penalty 2720.051424 = -507035.712778
  nChanged 29
		SP:Iteration 21Q (78490.440000 sec): 3 clusters
  Score: Raw -509775.202054 + Penalty 2720.051424 = -507055.150630
  nChanged 24
		SP:Iteration 22Q (78490.520000 sec): 3 clusters
  Score: Raw -509789.016890 + Penalty 2720.051424 = -507068.965466
  nChanged 20
		SP:Iteration 23Q (78490.590000 sec): 3 clusters
  Score: Raw -509798.574957 + Penalty 2720.051424 = -507078.523533
  nChanged 18
		SP:Iteration 24Q (78490.660000 sec): 3 clusters
  Score: Raw -509807.124196 + Penalty 2720.051424 = -507087.072772
  nChanged 16
		SP:Iteration 25Q (78490.740000 sec): 3 clusters
  Score: Raw -509816.831923 + Penalty 2720.051424 = -507096.780499
  nChanged 14
		SP:Iteration 26Q (78490.820000 sec): 3 clusters
  Score: Raw -509822.199313 + Penalty 2720.051424 = -507102.147889
  nChanged 13
		SP:Iteration 27Q (78490.890000 sec): 3 clusters
  Score: Raw -509827.648825 + Penalty 2720.051424 = -507107.597401
  nChanged 12
		SP:Iteration 28Q (78490.960000 sec): 3 clusters
  Score: Raw -509831.589264 + Penalty 2720.051424 = -507111.537840
  nChanged 5
		SP:Iteration 29Q (78491.040000 sec): 3 clusters
  Score: Raw -509833.148553 + Penalty 2720.051424 = -507113.097129
  nChanged 4
		SP:Iteration 30Q (78491.120000 sec): 3 clusters
  Score: Raw -509835.021577 + Penalty 2720.051424 = -507114.970153
  nChanged 5
		SP:Iteration 31Q (78491.190000 sec): 3 clusters
  Score: Raw -509837.001604 + Penalty 2720.051424 = -507116.950180
  nChanged 4
		SP:Iteration 32Q (78491.260000 sec): 3 clusters
  Score: Raw -509837.920811 + Penalty 2720.051424 = -507117.869387
  nChanged 3
		SP:Iteration 33Q (78491.340000 sec): 3 clusters
  Score: Raw -509839.210475 + Penalty 2720.051424 = -507119.159051
  nChanged 7
		SP:Iteration 34Q (78491.410000 sec): 3 clusters
  Score: Raw -509841.730369 + Penalty 2720.051424 = -507121.678945
  nChanged 10
		SP:Iteration 35Q (78491.490000 sec): 3 clusters
  Score: Raw -509844.479121 + Penalty 2720.051424 = -507124.427698
  nChanged 4
		SP:Iteration 36Q (78491.560000 sec): 3 clusters
  Score: Raw -509846.738243 + Penalty 2720.051424 = -507126.686819
  nChanged 5
		SP:Iteration 37Q (78491.640000 sec): 3 clusters
  Score: Raw -509849.609492 + Penalty 2720.051424 = -507129.558068
  nChanged 7
		SP:Iteration 38Q (78491.710000 sec): 3 clusters
  Score: Raw -509853.294253 + Penalty 2720.051424 = -507133.242829
  nChanged 5
		SP:Iteration 39Q (78491.790000 sec): 3 clusters
  Score: Raw -509856.981308 + Penalty 2720.051424 = -507136.929884
  nChanged 6
		SP:Iteration 40F (78491.860000 sec): 3 clusters
  Score: Raw -509859.892430 + Penalty 2720.051424 = -507139.841006
  nChanged 6
		SP:Iteration 41Q (78491.940000 sec): 3 clusters
  Score: Raw -509863.075733 + Penalty 2720.051424 = -507143.024309
  nChanged 5
		SP:Iteration 42Q (78492.020000 sec): 3 clusters
  Score: Raw -509864.482485 + Penalty 2720.051424 = -507144.431061
  nChanged 1
		SP:Iteration 43Q (78492.090000 sec): 3 clusters
  Score: Raw -509864.792346 + Penalty 2720.051424 = -507144.740922
  nChanged 1
		SP:Iteration 44Q (78492.160000 sec): 3 clusters
  Score: Raw -509865.010021 + Penalty 2720.051424 = -507144.958597
  nChanged 0
		SP:Iteration 45F (78492.240000 sec): 3 clusters
  Score: Raw -509865.010021 + Penalty 2720.051424 = -507144.958597
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 33 (12921 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78492.400000 sec): 2 clusters
  Score: Raw -1637362.877486 + Penalty 1538.323991 = -1635824.553495
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78492.580000 sec): 3 clusters
  Score: Raw -1629824.972097 + Penalty 3076.647981 = -1626748.324115
  nChanged 5669
		SP:Iteration 1F (78492.770000 sec): 3 clusters
  Score: Raw -1632910.054890 + Penalty 3076.647981 = -1629833.406909
  nChanged 653
		SP:Iteration 2F (78492.960000 sec): 3 clusters
  Score: Raw -1633143.716462 + Penalty 3076.647981 = -1630067.068480
  nChanged 541
		SP:Iteration 3Q (78493.150000 sec): 3 clusters
  Score: Raw -1633332.493573 + Penalty 3076.647981 = -1630255.845592
  nChanged 510
		SP:Iteration 4Q (78493.350000 sec): 3 clusters
  Score: Raw -1633508.041785 + Penalty 3076.647981 = -1630431.393803
  nChanged 452
		SP:Iteration 5Q (78493.540000 sec): 3 clusters
  Score: Raw -1633676.865834 + Penalty 3076.647981 = -1630600.217852
  nChanged 467
		SP:Iteration 6Q (78493.730000 sec): 3 clusters
  Score: Raw -1633849.926642 + Penalty 3076.647981 = -1630773.278660
  nChanged 478
		SP:Iteration 7Q (78493.920000 sec): 3 clusters
  Score: Raw -1634065.238964 + Penalty 3076.647981 = -1630988.590982
  nChanged 538
		SP:Iteration 8Q (78494.130000 sec): 3 clusters
  Score: Raw -1634349.741452 + Penalty 3076.647981 = -1631273.093471
  nChanged 624
		SP:Iteration 9Q (78494.330000 sec): 3 clusters
  Score: Raw -1634704.438098 + Penalty 3076.647981 = -1631627.790117
  nChanged 674
		SP:Iteration 10F (78494.520000 sec): 3 clusters
  Score: Raw -1635151.398435 + Penalty 3076.647981 = -1632074.750453
  nChanged 654
		SP:Iteration 11F (78494.700000 sec): 3 clusters
  Score: Raw -1635634.579989 + Penalty 3076.647981 = -1632557.932008
  nChanged 606
		SP:Iteration 12Q (78494.880000 sec): 3 clusters
  Score: Raw -1636128.873099 + Penalty 3076.647981 = -1633052.225118
  nChanged 501
		SP:Iteration 13Q (78495.090000 sec): 3 clusters
  Score: Raw -1636535.831541 + Penalty 3076.647981 = -1633459.183560
  nChanged 395
		SP:Iteration 14Q (78495.280000 sec): 3 clusters
  Score: Raw -1636828.368243 + Penalty 3076.647981 = -1633751.720262
  nChanged 301
		SP:Iteration 15Q (78495.450000 sec): 3 clusters
  Score: Raw -1637042.790416 + Penalty 3076.647981 = -1633966.142435
  nChanged 211
		SP:Iteration 16Q (78495.660000 sec): 3 clusters
  Score: Raw -1637197.421263 + Penalty 3076.647981 = -1634120.773282
  nChanged 181
		SP:Iteration 17Q (78495.850000 sec): 3 clusters
  Score: Raw -1637358.832565 + Penalty 3076.647981 = -1634282.184584
  nChanged 184
		SP:Iteration 18Q (78496.030000 sec): 3 clusters
  Score: Raw -1637533.646207 + Penalty 3076.647981 = -1634456.998225
  nChanged 140
		SP:Iteration 19Q (78496.200000 sec): 3 clusters
  Score: Raw -1637620.775195 + Penalty 3076.647981 = -1634544.127214
  nChanged 115
		SP:Iteration 20F (78496.420000 sec): 3 clusters
  Score: Raw -1637680.778214 + Penalty 3076.647981 = -1634604.130232
  nChanged 85
		SP:Iteration 21Q (78496.590000 sec): 3 clusters
  Score: Raw -1637719.523542 + Penalty 3076.647981 = -1634642.875561
  nChanged 64
		SP:Iteration 22Q (78496.760000 sec): 3 clusters
  Score: Raw -1637746.822572 + Penalty 3076.647981 = -1634670.174590
  nChanged 50
		SP:Iteration 23Q (78496.960000 sec): 3 clusters
  Score: Raw -1637763.210203 + Penalty 3076.647981 = -1634686.562222
  nChanged 39
		SP:Iteration 24Q (78497.140000 sec): 3 clusters
  Score: Raw -1637777.730759 + Penalty 3076.647981 = -1634701.082777
  nChanged 35
		SP:Iteration 25Q (78497.320000 sec): 3 clusters
  Score: Raw -1637787.959688 + Penalty 3076.647981 = -1634711.311707
  nChanged 25
		SP:Iteration 26Q (78497.490000 sec): 3 clusters
  Score: Raw -1637793.692015 + Penalty 3076.647981 = -1634717.044034
  nChanged 19
		SP:Iteration 27Q (78497.690000 sec): 3 clusters
  Score: Raw -1637798.599291 + Penalty 3076.647981 = -1634721.951310
  nChanged 15
		SP:Iteration 28Q (78497.860000 sec): 3 clusters
  Score: Raw -1637802.176159 + Penalty 3076.647981 = -1634725.528177
  nChanged 11
		SP:Iteration 29Q (78498.040000 sec): 3 clusters
  Score: Raw -1637804.080172 + Penalty 3076.647981 = -1634727.432190
  nChanged 10
		SP:Iteration 30Q (78498.250000 sec): 3 clusters
  Score: Raw -1637805.970362 + Penalty 3076.647981 = -1634729.322381
  nChanged 9
		SP:Iteration 31Q (78498.430000 sec): 3 clusters
  Score: Raw -1637807.658703 + Penalty 3076.647981 = -1634731.010721
  nChanged 9
		SP:Iteration 32Q (78498.600000 sec): 3 clusters
  Score: Raw -1637809.383088 + Penalty 3076.647981 = -1634732.735106
  nChanged 3
		SP:Iteration 33Q (78498.800000 sec): 3 clusters
  Score: Raw -1637809.983676 + Penalty 3076.647981 = -1634733.335694
  nChanged 4
		SP:Iteration 34Q (78498.980000 sec): 3 clusters
  Score: Raw -1637810.445559 + Penalty 3076.647981 = -1634733.797577
  nChanged 2
		SP:Iteration 35Q (78499.150000 sec): 3 clusters
  Score: Raw -1637810.655891 + Penalty 3076.647981 = -1634734.007909
  nChanged 1
		SP:Iteration 36Q (78499.340000 sec): 3 clusters
  Score: Raw -1637810.830787 + Penalty 3076.647981 = -1634734.182805
  nChanged 2
		SP:Iteration 37Q (78499.530000 sec): 3 clusters
  Score: Raw -1637811.111391 + Penalty 3076.647981 = -1634734.463410
  nChanged 0
		SP:Iteration 38F (78499.720000 sec): 3 clusters
  Score: Raw -1637811.111391 + Penalty 3076.647981 = -1634734.463410
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 34 (701 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78499.790000 sec): 2 clusters
  Score: Raw -81625.520260 + Penalty 1064.782532 = -80560.737728
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78499.810000 sec): 3 clusters
  Score: Raw -81449.504992 + Penalty 2129.565063 = -79319.939928
  nChanged 187
		SP:Iteration 1F (78499.820000 sec): 3 clusters
  Score: Raw -81705.519210 + Penalty 2129.565063 = -79575.954147
  nChanged 66
		SP:Iteration 2F (78499.840000 sec): 3 clusters
  Score: Raw -81824.694320 + Penalty 2129.565063 = -79695.129256
  nChanged 32
		SP:Iteration 3Q (78499.850000 sec): 3 clusters
  Score: Raw -81884.778678 + Penalty 2129.565063 = -79755.213615
  nChanged 28
		SP:Iteration 4Q (78499.860000 sec): 3 clusters
  Score: Raw -81932.826358 + Penalty 2129.565063 = -79803.261295
  nChanged 18
		SP:Iteration 5Q (78499.880000 sec): 3 clusters
  Score: Raw -82003.479864 + Penalty 2129.565063 = -79873.914800
  nChanged 26
		SP:Iteration 6Q (78499.890000 sec): 3 clusters
  Score: Raw -82161.943578 + Penalty 2129.565063 = -80032.378515
  nChanged 31
		SP:Iteration 7Q (78499.900000 sec): 3 clusters
  Score: Raw -82217.363317 + Penalty 2129.565063 = -80087.798253
  nChanged 14
		SP:Iteration 8Q (78499.920000 sec): 3 clusters
  Score: Raw -82242.165039 + Penalty 2129.565063 = -80112.599976
  nChanged 7
		SP:Iteration 9Q (78499.930000 sec): 3 clusters
  Score: Raw -82249.966204 + Penalty 2129.565063 = -80120.401141
  nChanged 9
		SP:Iteration 10Q (78499.950000 sec): 3 clusters
  Score: Raw -82256.696338 + Penalty 2129.565063 = -80127.131275
  nChanged 6
		SP:Iteration 11Q (78499.960000 sec): 3 clusters
  Score: Raw -82264.060045 + Penalty 2129.565063 = -80134.494982
  nChanged 7
		SP:Iteration 12Q (78499.980000 sec): 3 clusters
  Score: Raw -82270.063076 + Penalty 2129.565063 = -80140.498012
  nChanged 6
		SP:Iteration 13Q (78499.990000 sec): 3 clusters
  Score: Raw -82280.746933 + Penalty 2129.565063 = -80151.181870
  nChanged 6
		SP:Iteration 14Q (78500.000000 sec): 3 clusters
  Score: Raw -82291.995878 + Penalty 2129.565063 = -80162.430814
  nChanged 3
		SP:Iteration 15Q (78500.020000 sec): 3 clusters
  Score: Raw -82294.737933 + Penalty 2129.565063 = -80165.172869
  nChanged 0
		SP:Iteration 16F (78500.030000 sec): 3 clusters
  Score: Raw -82294.737933 + Penalty 2129.565063 = -80165.172869
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 35 (2454 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78500.100000 sec): 2 clusters
  Score: Raw -283081.013643 + Penalty 1268.389627 = -281812.624017
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78500.140000 sec): 3 clusters
  Score: Raw -282019.815176 + Penalty 2536.779253 = -279483.035923
  nChanged 884
		SP:Iteration 1F (78500.190000 sec): 3 clusters
  Score: Raw -282593.279075 + Penalty 2536.779253 = -280056.499822
  nChanged 224
		SP:Iteration 2F (78500.240000 sec): 3 clusters
  Score: Raw -282824.607464 + Penalty 2536.779253 = -280287.828211
  nChanged 209
		SP:Iteration 3F (78500.280000 sec): 3 clusters
  Score: Raw -283097.222650 + Penalty 2536.779253 = -280560.443397
  nChanged 196
		SP:Iteration 4F (78500.330000 sec): 3 clusters
  Score: Raw -283379.640093 + Penalty 2536.779253 = -280842.860840
  nChanged 167
		SP:Iteration 5F (78500.370000 sec): 3 clusters
  Score: Raw -283574.313175 + Penalty 2536.779253 = -281037.533922
  nChanged 117
		SP:Iteration 6Q (78500.420000 sec): 3 clusters
  Score: Raw -283679.102610 + Penalty 2536.779253 = -281142.323357
  nChanged 87
		SP:Iteration 7Q (78500.460000 sec): 3 clusters
  Score: Raw -283749.107709 + Penalty 2536.779253 = -281212.328455
  nChanged 55
		SP:Iteration 8Q (78500.500000 sec): 3 clusters
  Score: Raw -283781.354122 + Penalty 2536.779253 = -281244.574869
  nChanged 27
		SP:Iteration 9Q (78500.550000 sec): 3 clusters
  Score: Raw -283798.043771 + Penalty 2536.779253 = -281261.264518
  nChanged 16
		SP:Iteration 10Q (78500.590000 sec): 3 clusters
  Score: Raw -283810.751446 + Penalty 2536.779253 = -281273.972192
  nChanged 18
		SP:Iteration 11Q (78500.640000 sec): 3 clusters
  Score: Raw -283821.084262 + Penalty 2536.779253 = -281284.305008
  nChanged 12
		SP:Iteration 12Q (78500.680000 sec): 3 clusters
  Score: Raw -283826.676278 + Penalty 2536.779253 = -281289.897025
  nChanged 7
		SP:Iteration 13Q (78500.720000 sec): 3 clusters
  Score: Raw -283829.588711 + Penalty 2536.779253 = -281292.809457
  nChanged 6
		SP:Iteration 14Q (78500.770000 sec): 3 clusters
  Score: Raw -283832.892823 + Penalty 2536.779253 = -281296.113569
  nChanged 3
		SP:Iteration 15Q (78500.810000 sec): 3 clusters
  Score: Raw -283834.603578 + Penalty 2536.779253 = -281297.824325
  nChanged 1
		SP:Iteration 16Q (78500.860000 sec): 3 clusters
  Score: Raw -283834.824807 + Penalty 2536.779253 = -281298.045553
  nChanged 1
		SP:Iteration 17Q (78500.900000 sec): 3 clusters
  Score: Raw -283835.292991 + Penalty 2536.779253 = -281298.513738
  nChanged 1
		SP:Iteration 18Q (78500.940000 sec): 3 clusters
  Score: Raw -283835.838393 + Penalty 2536.779253 = -281299.059140
  nChanged 0
		SP:Iteration 19F (78500.990000 sec): 3 clusters
  Score: Raw -283835.838393 + Penalty 2536.779253 = -281299.059140
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 36 (32932 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78501.270000 sec): 2 clusters
  Score: Raw -4089800.884134 + Penalty 1690.357518 = -4088110.526616
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78501.650000 sec): 3 clusters
  Score: Raw -4069536.525320 + Penalty 3380.715035 = -4066155.810285
  nChanged 15160
		SP:Iteration 1F (78501.970000 sec): 3 clusters
  Score: Raw -4078081.838163 + Penalty 3380.715035 = -4074701.123128
  nChanged 1559
		SP:Iteration 2Q (78502.300000 sec): 3 clusters
  Score: Raw -4078612.746589 + Penalty 3380.715035 = -4075232.031553
  nChanged 1479
		SP:Iteration 3Q (78502.630000 sec): 3 clusters
  Score: Raw -4079122.894524 + Penalty 3380.715035 = -4075742.179489
  nChanged 1420
		SP:Iteration 4Q (78503.000000 sec): 3 clusters
  Score: Raw -4079606.891347 + Penalty 3380.715035 = -4076226.176311
  nChanged 1287
		SP:Iteration 5Q (78503.350000 sec): 3 clusters
  Score: Raw -4080086.493852 + Penalty 3380.715035 = -4076705.778816
  nChanged 1308
		SP:Iteration 6Q (78503.680000 sec): 3 clusters
  Score: Raw -4080573.446001 + Penalty 3380.715035 = -4077192.730965
  nChanged 1313
		SP:Iteration 7Q (78504.060000 sec): 3 clusters
  Score: Raw -4081097.320143 + Penalty 3380.715035 = -4077716.605108
  nChanged 1294
		SP:Iteration 8Q (78504.400000 sec): 3 clusters
  Score: Raw -4081603.792090 + Penalty 3380.715035 = -4078223.077055
  nChanged 1181
		SP:Iteration 9Q (78504.730000 sec): 3 clusters
  Score: Raw -4082067.921799 + Penalty 3380.715035 = -4078687.206764
  nChanged 1141
		SP:Iteration 10Q (78505.060000 sec): 3 clusters
  Score: Raw -4082548.275538 + Penalty 3380.715035 = -4079167.560503
  nChanged 1131
		SP:Iteration 11Q (78505.430000 sec): 3 clusters
  Score: Raw -4083014.707937 + Penalty 3380.715035 = -4079633.992902
  nChanged 1068
		SP:Iteration 12Q (78505.780000 sec): 3 clusters
  Score: Raw -4083426.528144 + Penalty 3380.715035 = -4080045.813108
  nChanged 986
		SP:Iteration 13Q (78506.100000 sec): 3 clusters
  Score: Raw -4083783.363191 + Penalty 3380.715035 = -4080402.648156
  nChanged 882
		SP:Iteration 14Q (78506.460000 sec): 3 clusters
  Score: Raw -4084102.102772 + Penalty 3380.715035 = -4080721.387737
  nChanged 869
		SP:Iteration 15Q (78506.810000 sec): 3 clusters
  Score: Raw -4084397.872632 + Penalty 3380.715035 = -4081017.157597
  nChanged 821
		SP:Iteration 16Q (78507.120000 sec): 3 clusters
  Score: Raw -4084681.255698 + Penalty 3380.715035 = -4081300.540663
  nChanged 811
		SP:Iteration 17Q (78507.440000 sec): 3 clusters
  Score: Raw -4084977.831675 + Penalty 3380.715035 = -4081597.116640
  nChanged 824
		SP:Iteration 18Q (78507.760000 sec): 3 clusters
  Score: Raw -4085316.649051 + Penalty 3380.715035 = -4081935.934016
  nChanged 838
		SP:Iteration 19Q (78508.070000 sec): 3 clusters
  Score: Raw -4085692.001599 + Penalty 3380.715035 = -4082311.286564
  nChanged 865
		SP:Iteration 20F (78508.400000 sec): 3 clusters
  Score: Raw -4086123.221213 + Penalty 3380.715035 = -4082742.506177
  nChanged 958
		SP:Iteration 21Q (78508.740000 sec): 3 clusters
  Score: Raw -4086679.342067 + Penalty 3380.715035 = -4083298.627032
  nChanged 1002
		SP:Iteration 22Q (78509.070000 sec): 3 clusters
  Score: Raw -4087313.105924 + Penalty 3380.715035 = -4083932.390889
  nChanged 915
		SP:Iteration 23Q (78509.400000 sec): 3 clusters
  Score: Raw -4087920.675054 + Penalty 3380.715035 = -4084539.960019
  nChanged 859
		SP:Iteration 24Q (78509.720000 sec): 3 clusters
  Score: Raw -4088504.111023 + Penalty 3380.715035 = -4085123.395988
  nChanged 752
		SP:Iteration 25Q (78510.020000 sec): 3 clusters
  Score: Raw -4089038.016783 + Penalty 3380.715035 = -4085657.301748
  nChanged 635
		SP:Iteration 26Q (78510.320000 sec): 3 clusters
  Score: Raw -4089495.769741 + Penalty 3380.715035 = -4086115.054706
  nChanged 473
		SP:Iteration 27Q (78510.620000 sec): 3 clusters
  Score: Raw -4089806.184919 + Penalty 3380.715035 = -4086425.469884
  nChanged 308
		SP:Iteration 28Q (78510.950000 sec): 3 clusters
  Score: Raw -4090001.565132 + Penalty 3380.715035 = -4086620.850097
  nChanged 234
		SP:Iteration 29Q (78511.240000 sec): 3 clusters
  Score: Raw -4090142.869990 + Penalty 3380.715035 = -4086762.154955
  nChanged 160
		SP:Iteration 30Q (78511.540000 sec): 3 clusters
  Score: Raw -4090226.449984 + Penalty 3380.715035 = -4086845.734949
  nChanged 115
		SP:Iteration 31Q (78511.870000 sec): 3 clusters
  Score: Raw -4090281.999851 + Penalty 3380.715035 = -4086901.284816
  nChanged 94
		SP:Iteration 32Q (78512.170000 sec): 3 clusters
  Score: Raw -4090323.276090 + Penalty 3380.715035 = -4086942.561055
  nChanged 64
		SP:Iteration 33Q (78512.460000 sec): 3 clusters
  Score: Raw -4090347.425647 + Penalty 3380.715035 = -4086966.710612
  nChanged 49
		SP:Iteration 34Q (78512.790000 sec): 3 clusters
  Score: Raw -4090366.706394 + Penalty 3380.715035 = -4086985.991359
  nChanged 38
		SP:Iteration 35Q (78513.090000 sec): 3 clusters
  Score: Raw -4090380.304335 + Penalty 3380.715035 = -4086999.589300
  nChanged 32
		SP:Iteration 36Q (78513.410000 sec): 3 clusters
  Score: Raw -4090391.975812 + Penalty 3380.715035 = -4087011.260776
  nChanged 33
		SP:Iteration 37Q (78513.710000 sec): 3 clusters
  Score: Raw -4090404.754183 + Penalty 3380.715035 = -4087024.039147
  nChanged 36
		SP:Iteration 38Q (78514.030000 sec): 3 clusters
  Score: Raw -4090418.065766 + Penalty 3380.715035 = -4087037.350731
  nChanged 28
		SP:Iteration 39Q (78514.330000 sec): 3 clusters
  Score: Raw -4090425.070289 + Penalty 3380.715035 = -4087044.355253
  nChanged 21
		SP:Iteration 40F (78514.660000 sec): 3 clusters
  Score: Raw -4090430.418341 + Penalty 3380.715035 = -4087049.703306
  nChanged 13
		SP:Iteration 41Q (78514.960000 sec): 3 clusters
  Score: Raw -4090434.614620 + Penalty 3380.715035 = -4087053.899585
  nChanged 14
		SP:Iteration 42Q (78515.260000 sec): 3 clusters
  Score: Raw -4090438.804850 + Penalty 3380.715035 = -4087058.089815
  nChanged 14
		SP:Iteration 43Q (78515.560000 sec): 3 clusters
  Score: Raw -4090443.432770 + Penalty 3380.715035 = -4087062.717735
  nChanged 13
		SP:Iteration 44Q (78515.860000 sec): 3 clusters
  Score: Raw -4090447.569608 + Penalty 3380.715035 = -4087066.854573
  nChanged 9
		SP:Iteration 45Q (78516.190000 sec): 3 clusters
  Score: Raw -4090450.227657 + Penalty 3380.715035 = -4087069.512622
  nChanged 3
		SP:Iteration 46Q (78516.490000 sec): 3 clusters
  Score: Raw -4090450.912757 + Penalty 3380.715035 = -4087070.197722
  nChanged 3
		SP:Iteration 47Q (78516.790000 sec): 3 clusters
  Score: Raw -4090451.625417 + Penalty 3380.715035 = -4087070.910382
  nChanged 6
		SP:Iteration 48Q (78517.090000 sec): 3 clusters
  Score: Raw -4090453.109557 + Penalty 3380.715035 = -4087072.394522
  nChanged 4
		SP:Iteration 49Q (78517.410000 sec): 3 clusters
  Score: Raw -4090454.042975 + Penalty 3380.715035 = -4087073.327940
  nChanged 3
		SP:Iteration 50Q (78517.710000 sec): 3 clusters
  Score: Raw -4090454.956974 + Penalty 3380.715035 = -4087074.241939
  nChanged 1
		SP:Iteration 51Q (78518.010000 sec): 3 clusters
  Score: Raw -4090455.094418 + Penalty 3380.715035 = -4087074.379382
  nChanged 1
		SP:Iteration 52Q (78518.330000 sec): 3 clusters
  Score: Raw -4090455.233093 + Penalty 3380.715035 = -4087074.518058
  nChanged 2
		SP:Iteration 53Q (78518.630000 sec): 3 clusters
  Score: Raw -4090455.902719 + Penalty 3380.715035 = -4087075.187684
  nChanged 4
		SP:Iteration 54Q (78518.930000 sec): 3 clusters
  Score: Raw -4090457.284304 + Penalty 3380.715035 = -4087076.569269
  nChanged 4
		SP:Iteration 55Q (78519.260000 sec): 3 clusters
  Score: Raw -4090458.447789 + Penalty 3380.715035 = -4087077.732754
  nChanged 6
		SP:Iteration 56Q (78519.560000 sec): 3 clusters
  Score: Raw -4090460.156783 + Penalty 3380.715035 = -4087079.441747
  nChanged 4
		SP:Iteration 57Q (78519.860000 sec): 3 clusters
  Score: Raw -4090461.532262 + Penalty 3380.715035 = -4087080.817227
  nChanged 5
		SP:Iteration 58Q (78520.160000 sec): 3 clusters
  Score: Raw -4090462.735133 + Penalty 3380.715035 = -4087082.020098
  nChanged 4
		SP:Iteration 59Q (78520.480000 sec): 3 clusters
  Score: Raw -4090463.927656 + Penalty 3380.715035 = -4087083.212620
  nChanged 4
		SP:Iteration 60F (78520.810000 sec): 3 clusters
  Score: Raw -4090464.830711 + Penalty 3380.715035 = -4087084.115676
  nChanged 3
		SP:Iteration 61Q (78521.110000 sec): 3 clusters
  Score: Raw -4090465.612805 + Penalty 3380.715035 = -4087084.897770
  nChanged 1
		SP:Iteration 62Q (78521.410000 sec): 3 clusters
  Score: Raw -4090465.756110 + Penalty 3380.715035 = -4087085.041075
  nChanged 1
		SP:Iteration 63Q (78521.700000 sec): 3 clusters
  Score: Raw -4090465.941371 + Penalty 3380.715035 = -4087085.226336
  nChanged 1
		SP:Iteration 64Q (78522.030000 sec): 3 clusters
  Score: Raw -4090466.120153 + Penalty 3380.715035 = -4087085.405118
  nChanged 1
		SP:Iteration 65Q (78522.330000 sec): 3 clusters
  Score: Raw -4090466.324694 + Penalty 3380.715035 = -4087085.609658
  nChanged 2
		SP:Iteration 66Q (78522.650000 sec): 3 clusters
  Score: Raw -4090466.670050 + Penalty 3380.715035 = -4087085.955015
  nChanged 0
		SP:Iteration 67F (78522.970000 sec): 3 clusters
  Score: Raw -4090466.670050 + Penalty 3380.715035 = -4087085.955015
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 37 (4731 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78523.050000 sec): 2 clusters
  Score: Raw -532724.043847 + Penalty 1375.057430 = -531348.986417
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78523.160000 sec): 3 clusters
  Score: Raw -530302.075284 + Penalty 2750.114860 = -527551.960425
  nChanged 1922
		SP:Iteration 1F (78523.250000 sec): 3 clusters
  Score: Raw -531416.686730 + Penalty 2750.114860 = -528666.571870
  nChanged 405
		SP:Iteration 2F (78523.330000 sec): 3 clusters
  Score: Raw -531673.633111 + Penalty 2750.114860 = -528923.518251
  nChanged 265
		SP:Iteration 3F (78523.420000 sec): 3 clusters
  Score: Raw -531830.629438 + Penalty 2750.114860 = -529080.514578
  nChanged 220
		SP:Iteration 4Q (78523.500000 sec): 3 clusters
  Score: Raw -531945.052975 + Penalty 2750.114860 = -529194.938115
  nChanged 184
		SP:Iteration 5Q (78523.590000 sec): 3 clusters
  Score: Raw -532041.038758 + Penalty 2750.114860 = -529290.923899
  nChanged 173
		SP:Iteration 6Q (78523.670000 sec): 3 clusters
  Score: Raw -532136.757339 + Penalty 2750.114860 = -529386.642479
  nChanged 148
		SP:Iteration 7Q (78523.760000 sec): 3 clusters
  Score: Raw -532224.890069 + Penalty 2750.114860 = -529474.775209
  nChanged 134
		SP:Iteration 8Q (78523.840000 sec): 3 clusters
  Score: Raw -532293.854579 + Penalty 2750.114860 = -529543.739719
  nChanged 112
		SP:Iteration 9Q (78523.930000 sec): 3 clusters
  Score: Raw -532350.700313 + Penalty 2750.114860 = -529600.585454
  nChanged 104
		SP:Iteration 10Q (78524.010000 sec): 3 clusters
  Score: Raw -532399.321408 + Penalty 2750.114860 = -529649.206548
  nChanged 87
		SP:Iteration 11Q (78524.090000 sec): 3 clusters
  Score: Raw -532438.972233 + Penalty 2750.114860 = -529688.857374
  nChanged 76
		SP:Iteration 12Q (78524.180000 sec): 3 clusters
  Score: Raw -532476.341559 + Penalty 2750.114860 = -529726.226699
  nChanged 72
		SP:Iteration 13Q (78524.260000 sec): 3 clusters
  Score: Raw -532514.655643 + Penalty 2750.114860 = -529764.540783
  nChanged 65
		SP:Iteration 14Q (78524.340000 sec): 3 clusters
  Score: Raw -532549.894947 + Penalty 2750.114860 = -529799.780088
  nChanged 70
		SP:Iteration 15Q (78524.430000 sec): 3 clusters
  Score: Raw -532584.975595 + Penalty 2750.114860 = -529834.860736
  nChanged 69
		SP:Iteration 16Q (78524.510000 sec): 3 clusters
  Score: Raw -532617.516076 + Penalty 2750.114860 = -529867.401217
  nChanged 53
		SP:Iteration 17Q (78524.590000 sec): 3 clusters
  Score: Raw -532645.529251 + Penalty 2750.114860 = -529895.414392
  nChanged 52
		SP:Iteration 18Q (78524.680000 sec): 3 clusters
  Score: Raw -532666.897587 + Penalty 2750.114860 = -529916.782728
  nChanged 40
		SP:Iteration 19Q (78524.760000 sec): 3 clusters
  Score: Raw -532685.227781 + Penalty 2750.114860 = -529935.112921
  nChanged 44
		SP:Iteration 20F (78524.840000 sec): 3 clusters
  Score: Raw -532705.176330 + Penalty 2750.114860 = -529955.061471
  nChanged 44
		SP:Iteration 21Q (78524.930000 sec): 3 clusters
  Score: Raw -532725.328650 + Penalty 2750.114860 = -529975.213790
  nChanged 35
		SP:Iteration 22Q (78525.010000 sec): 3 clusters
  Score: Raw -532741.606281 + Penalty 2750.114860 = -529991.491421
  nChanged 42
		SP:Iteration 23Q (78525.090000 sec): 3 clusters
  Score: Raw -532759.292324 + Penalty 2750.114860 = -530009.177464
  nChanged 32
		SP:Iteration 24Q (78525.170000 sec): 3 clusters
  Score: Raw -532770.592525 + Penalty 2750.114860 = -530020.477666
  nChanged 26
		SP:Iteration 25Q (78525.250000 sec): 3 clusters
  Score: Raw -532782.848069 + Penalty 2750.114860 = -530032.733209
  nChanged 25
		SP:Iteration 26Q (78525.330000 sec): 3 clusters
  Score: Raw -532794.444212 + Penalty 2750.114860 = -530044.329353
  nChanged 22
		SP:Iteration 27Q (78525.420000 sec): 3 clusters
  Score: Raw -532801.681517 + Penalty 2750.114860 = -530051.566657
  nChanged 13
		SP:Iteration 28Q (78525.500000 sec): 3 clusters
  Score: Raw -532807.478374 + Penalty 2750.114860 = -530057.363514
  nChanged 18
		SP:Iteration 29Q (78525.580000 sec): 3 clusters
  Score: Raw -532816.248458 + Penalty 2750.114860 = -530066.133599
  nChanged 15
		SP:Iteration 30Q (78525.670000 sec): 3 clusters
  Score: Raw -532820.836357 + Penalty 2750.114860 = -530070.721498
  nChanged 13
		SP:Iteration 31Q (78525.750000 sec): 3 clusters
  Score: Raw -532825.404736 + Penalty 2750.114860 = -530075.289876
  nChanged 8
		SP:Iteration 32Q (78525.830000 sec): 3 clusters
  Score: Raw -532828.438993 + Penalty 2750.114860 = -530078.324134
  nChanged 6
		SP:Iteration 33Q (78525.910000 sec): 3 clusters
  Score: Raw -532830.117413 + Penalty 2750.114860 = -530080.002554
  nChanged 8
		SP:Iteration 34Q (78525.990000 sec): 3 clusters
  Score: Raw -532833.427408 + Penalty 2750.114860 = -530083.312548
  nChanged 9
		SP:Iteration 35Q (78526.070000 sec): 3 clusters
  Score: Raw -532837.229586 + Penalty 2750.114860 = -530087.114726
  nChanged 5
		SP:Iteration 36Q (78526.150000 sec): 3 clusters
  Score: Raw -532838.649321 + Penalty 2750.114860 = -530088.534461
  nChanged 7
		SP:Iteration 37Q (78526.230000 sec): 3 clusters
  Score: Raw -532840.707740 + Penalty 2750.114860 = -530090.592881
  nChanged 7
		SP:Iteration 38Q (78526.310000 sec): 3 clusters
  Score: Raw -532841.926609 + Penalty 2750.114860 = -530091.811750
  nChanged 4
		SP:Iteration 39Q (78526.400000 sec): 3 clusters
  Score: Raw -532842.778032 + Penalty 2750.114860 = -530092.663172
  nChanged 7
		SP:Iteration 40F (78526.480000 sec): 3 clusters
  Score: Raw -532844.613791 + Penalty 2750.114860 = -530094.498931
  nChanged 6
		SP:Iteration 41Q (78526.560000 sec): 3 clusters
  Score: Raw -532846.691479 + Penalty 2750.114860 = -530096.576619
  nChanged 7
		SP:Iteration 42Q (78526.650000 sec): 3 clusters
  Score: Raw -532849.311483 + Penalty 2750.114860 = -530099.196624
  nChanged 13
		SP:Iteration 43Q (78526.730000 sec): 3 clusters
  Score: Raw -532854.029329 + Penalty 2750.114860 = -530103.914469
  nChanged 15
		SP:Iteration 44Q (78526.810000 sec): 3 clusters
  Score: Raw -532857.619318 + Penalty 2750.114860 = -530107.504458
  nChanged 12
		SP:Iteration 45Q (78526.890000 sec): 3 clusters
  Score: Raw -532862.119027 + Penalty 2750.114860 = -530112.004168
  nChanged 7
		SP:Iteration 46Q (78526.970000 sec): 3 clusters
  Score: Raw -532864.150338 + Penalty 2750.114860 = -530114.035479
  nChanged 4
		SP:Iteration 47Q (78527.050000 sec): 3 clusters
  Score: Raw -532865.185502 + Penalty 2750.114860 = -530115.070642
  nChanged 4
		SP:Iteration 48Q (78527.130000 sec): 3 clusters
  Score: Raw -532866.011222 + Penalty 2750.114860 = -530115.896363
  nChanged 4
		SP:Iteration 49Q (78527.210000 sec): 3 clusters
  Score: Raw -532867.578316 + Penalty 2750.114860 = -530117.463456
  nChanged 4
		SP:Iteration 50Q (78527.290000 sec): 3 clusters
  Score: Raw -532868.859987 + Penalty 2750.114860 = -530118.745128
  nChanged 5
		SP:Iteration 51Q (78527.380000 sec): 3 clusters
  Score: Raw -532870.478432 + Penalty 2750.114860 = -530120.363573
  nChanged 4
		SP:Iteration 52Q (78527.460000 sec): 3 clusters
  Score: Raw -532871.511800 + Penalty 2750.114860 = -530121.396941
  nChanged 3
		SP:Iteration 53Q (78527.540000 sec): 3 clusters
  Score: Raw -532872.248793 + Penalty 2750.114860 = -530122.133933
  nChanged 1
		SP:Iteration 54Q (78527.620000 sec): 3 clusters
  Score: Raw -532872.367289 + Penalty 2750.114860 = -530122.252429
  nChanged 2
		SP:Iteration 55Q (78527.710000 sec): 3 clusters
  Score: Raw -532872.710276 + Penalty 2750.114860 = -530122.595416
  nChanged 1
		SP:Iteration 56Q (78527.790000 sec): 3 clusters
  Score: Raw -532873.016172 + Penalty 2750.114860 = -530122.901313
  nChanged 4
		SP:Iteration 57Q (78527.870000 sec): 3 clusters
  Score: Raw -532874.108316 + Penalty 2750.114860 = -530123.993457
  nChanged 4
		SP:Iteration 58Q (78527.950000 sec): 3 clusters
  Score: Raw -532876.250856 + Penalty 2750.114860 = -530126.135997
  nChanged 3
		SP:Iteration 59Q (78528.030000 sec): 3 clusters
  Score: Raw -532876.655238 + Penalty 2750.114860 = -530126.540379
  nChanged 0
		SP:Iteration 60F (78528.110000 sec): 3 clusters
  Score: Raw -532876.655238 + Penalty 2750.114860 = -530126.540379
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 38 (12988 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78528.260000 sec): 2 clusters
  Score: Raw -1566115.845492 + Penalty 1539.164434 = -1564576.681058
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78528.460000 sec): 3 clusters
  Score: Raw -1558602.891983 + Penalty 3078.328868 = -1555524.563114
  nChanged 5682
		SP:Iteration 1F (78528.660000 sec): 3 clusters
  Score: Raw -1561764.850892 + Penalty 3078.328868 = -1558686.522024
  nChanged 924
		SP:Iteration 2F (78528.840000 sec): 3 clusters
  Score: Raw -1562250.233343 + Penalty 3078.328868 = -1559171.904475
  nChanged 778
		SP:Iteration 3F (78529.010000 sec): 3 clusters
  Score: Raw -1562644.518105 + Penalty 3078.328868 = -1559566.189237
  nChanged 715
		SP:Iteration 4F (78529.230000 sec): 3 clusters
  Score: Raw -1562989.864691 + Penalty 3078.328868 = -1559911.535822
  nChanged 663
		SP:Iteration 5F (78529.410000 sec): 3 clusters
  Score: Raw -1563344.041053 + Penalty 3078.328868 = -1560265.712185
  nChanged 672
		SP:Iteration 6F (78529.580000 sec): 3 clusters
  Score: Raw -1563779.014300 + Penalty 3078.328868 = -1560700.685432
  nChanged 721
		SP:Iteration 7F (78529.780000 sec): 3 clusters
  Score: Raw -1564219.537263 + Penalty 3078.328868 = -1561141.208395
  nChanged 680
		SP:Iteration 8F (78529.970000 sec): 3 clusters
  Score: Raw -1564569.859347 + Penalty 3078.328868 = -1561491.530478
  nChanged 581
		SP:Iteration 9Q (78530.150000 sec): 3 clusters
  Score: Raw -1564848.062344 + Penalty 3078.328868 = -1561769.733476
  nChanged 480
		SP:Iteration 10Q (78530.330000 sec): 3 clusters
  Score: Raw -1565043.250052 + Penalty 3078.328868 = -1561964.921184
  nChanged 352
		SP:Iteration 11Q (78530.530000 sec): 3 clusters
  Score: Raw -1565172.321559 + Penalty 3078.328868 = -1562093.992691
  nChanged 292
		SP:Iteration 12Q (78530.710000 sec): 3 clusters
  Score: Raw -1565256.077817 + Penalty 3078.328868 = -1562177.748949
  nChanged 220
		SP:Iteration 13Q (78530.890000 sec): 3 clusters
  Score: Raw -1565318.895455 + Penalty 3078.328868 = -1562240.566587
  nChanged 215
		SP:Iteration 14Q (78531.080000 sec): 3 clusters
  Score: Raw -1565379.504298 + Penalty 3078.328868 = -1562301.175430
  nChanged 168
		SP:Iteration 15Q (78531.270000 sec): 3 clusters
  Score: Raw -1565426.392795 + Penalty 3078.328868 = -1562348.063927
  nChanged 155
		SP:Iteration 16Q (78531.450000 sec): 3 clusters
  Score: Raw -1565469.244376 + Penalty 3078.328868 = -1562390.915507
  nChanged 146
		SP:Iteration 17Q (78531.620000 sec): 3 clusters
  Score: Raw -1565514.129537 + Penalty 3078.328868 = -1562435.800668
  nChanged 135
		SP:Iteration 18Q (78531.820000 sec): 3 clusters
  Score: Raw -1565553.128843 + Penalty 3078.328868 = -1562474.799975
  nChanged 135
		SP:Iteration 19Q (78532.000000 sec): 3 clusters
  Score: Raw -1565595.962715 + Penalty 3078.328868 = -1562517.633847
  nChanged 151
		SP:Iteration 20F (78532.170000 sec): 3 clusters
  Score: Raw -1565649.086868 + Penalty 3078.328868 = -1562570.758000
  nChanged 151
		SP:Iteration 21Q (78532.370000 sec): 3 clusters
  Score: Raw -1565707.019716 + Penalty 3078.328868 = -1562628.690848
  nChanged 157
		SP:Iteration 22Q (78532.550000 sec): 3 clusters
  Score: Raw -1565763.859198 + Penalty 3078.328868 = -1562685.530329
  nChanged 155
		SP:Iteration 23Q (78532.720000 sec): 3 clusters
  Score: Raw -1565826.708713 + Penalty 3078.328868 = -1562748.379845
  nChanged 160
		SP:Iteration 24Q (78532.920000 sec): 3 clusters
  Score: Raw -1565901.053562 + Penalty 3078.328868 = -1562822.724694
  nChanged 160
		SP:Iteration 25Q (78533.110000 sec): 3 clusters
  Score: Raw -1565969.158673 + Penalty 3078.328868 = -1562890.829805
  nChanged 173
		SP:Iteration 26Q (78533.280000 sec): 3 clusters
  Score: Raw -1566048.944594 + Penalty 3078.328868 = -1562970.615725
  nChanged 184
		SP:Iteration 27Q (78533.450000 sec): 3 clusters
  Score: Raw -1566138.412846 + Penalty 3078.328868 = -1563060.083977
  nChanged 186
		SP:Iteration 28Q (78533.650000 sec): 3 clusters
  Score: Raw -1566239.690018 + Penalty 3078.328868 = -1563161.361150
  nChanged 200
		SP:Iteration 29Q (78533.820000 sec): 3 clusters
  Score: Raw -1566342.676317 + Penalty 3078.328868 = -1563264.347448
  nChanged 171
		SP:Iteration 30Q (78533.990000 sec): 3 clusters
  Score: Raw -1566426.009359 + Penalty 3078.328868 = -1563347.680490
  nChanged 157
		SP:Iteration 31Q (78534.200000 sec): 3 clusters
  Score: Raw -1566503.455100 + Penalty 3078.328868 = -1563425.126232
  nChanged 127
		SP:Iteration 32Q (78534.370000 sec): 3 clusters
  Score: Raw -1566564.652134 + Penalty 3078.328868 = -1563486.323266
  nChanged 118
		SP:Iteration 33Q (78534.540000 sec): 3 clusters
  Score: Raw -1566622.414030 + Penalty 3078.328868 = -1563544.085162
  nChanged 100
		SP:Iteration 34Q (78534.720000 sec): 3 clusters
  Score: Raw -1566666.005862 + Penalty 3078.328868 = -1563587.676994
  nChanged 79
		SP:Iteration 35Q (78534.890000 sec): 3 clusters
  Score: Raw -1566700.238586 + Penalty 3078.328868 = -1563621.909718
  nChanged 60
		SP:Iteration 36Q (78535.080000 sec): 3 clusters
  Score: Raw -1566725.322584 + Penalty 3078.328868 = -1563646.993715
  nChanged 59
		SP:Iteration 37Q (78535.240000 sec): 3 clusters
  Score: Raw -1566745.277671 + Penalty 3078.328868 = -1563666.948802
  nChanged 39
		SP:Iteration 38Q (78535.400000 sec): 3 clusters
  Score: Raw -1566757.145967 + Penalty 3078.328868 = -1563678.817099
  nChanged 29
		SP:Iteration 39Q (78535.620000 sec): 3 clusters
  Score: Raw -1566766.652791 + Penalty 3078.328868 = -1563688.323923
  nChanged 27
		SP:Iteration 40F (78535.790000 sec): 3 clusters
  Score: Raw -1566774.476397 + Penalty 3078.328868 = -1563696.147528
  nChanged 27
		SP:Iteration 41Q (78535.950000 sec): 3 clusters
  Score: Raw -1566780.897913 + Penalty 3078.328868 = -1563702.569044
  nChanged 22
		SP:Iteration 42Q (78536.140000 sec): 3 clusters
  Score: Raw -1566785.495776 + Penalty 3078.328868 = -1563707.166908
  nChanged 13
		SP:Iteration 43Q (78536.300000 sec): 3 clusters
  Score: Raw -1566789.111496 + Penalty 3078.328868 = -1563710.782627
  nChanged 16
		SP:Iteration 44Q (78536.480000 sec): 3 clusters
  Score: Raw -1566795.195831 + Penalty 3078.328868 = -1563716.866963
  nChanged 16
		SP:Iteration 45Q (78536.640000 sec): 3 clusters
  Score: Raw -1566801.653074 + Penalty 3078.328868 = -1563723.324206
  nChanged 21
		SP:Iteration 46Q (78536.800000 sec): 3 clusters
  Score: Raw -1566807.674847 + Penalty 3078.328868 = -1563729.345978
  nChanged 18
		SP:Iteration 47Q (78537.020000 sec): 3 clusters
  Score: Raw -1566811.684271 + Penalty 3078.328868 = -1563733.355403
  nChanged 11
		SP:Iteration 48Q (78537.190000 sec): 3 clusters
  Score: Raw -1566813.692648 + Penalty 3078.328868 = -1563735.363780
  nChanged 6
		SP:Iteration 49Q (78537.350000 sec): 3 clusters
  Score: Raw -1566815.167306 + Penalty 3078.328868 = -1563736.838438
  nChanged 10
		SP:Iteration 50Q (78537.560000 sec): 3 clusters
  Score: Raw -1566817.447482 + Penalty 3078.328868 = -1563739.118614
  nChanged 9
		SP:Iteration 51Q (78537.730000 sec): 3 clusters
  Score: Raw -1566819.815325 + Penalty 3078.328868 = -1563741.486456
  nChanged 9
		SP:Iteration 52Q (78537.890000 sec): 3 clusters
  Score: Raw -1566823.036182 + Penalty 3078.328868 = -1563744.707314
  nChanged 10
		SP:Iteration 53Q (78538.090000 sec): 3 clusters
  Score: Raw -1566827.779620 + Penalty 3078.328868 = -1563749.450751
  nChanged 15
		SP:Iteration 54Q (78538.260000 sec): 3 clusters
  Score: Raw -1566834.015495 + Penalty 3078.328868 = -1563755.686627
  nChanged 18
		SP:Iteration 55Q (78538.450000 sec): 3 clusters
  Score: Raw -1566840.164515 + Penalty 3078.328868 = -1563761.835647
  nChanged 8
		SP:Iteration 56Q (78538.610000 sec): 3 clusters
  Score: Raw -1566842.310289 + Penalty 3078.328868 = -1563763.981420
  nChanged 6
		SP:Iteration 57Q (78538.770000 sec): 3 clusters
  Score: Raw -1566843.893823 + Penalty 3078.328868 = -1563765.564955
  nChanged 6
		SP:Iteration 58Q (78538.980000 sec): 3 clusters
  Score: Raw -1566845.603226 + Penalty 3078.328868 = -1563767.274358
  nChanged 10
		SP:Iteration 59Q (78539.150000 sec): 3 clusters
  Score: Raw -1566848.686150 + Penalty 3078.328868 = -1563770.357282
  nChanged 6
		SP:Iteration 60F (78539.320000 sec): 3 clusters
  Score: Raw -1566851.982141 + Penalty 3078.328868 = -1563773.653272
  nChanged 14
		SP:Iteration 61Q (78539.510000 sec): 3 clusters
  Score: Raw -1566859.232649 + Penalty 3078.328868 = -1563780.903781
  nChanged 19
		SP:Iteration 62Q (78539.760000 sec): 3 clusters
  Score: Raw -1566866.244539 + Penalty 3078.328868 = -1563787.915671
  nChanged 13
		SP:Iteration 63Q (78539.950000 sec): 3 clusters
  Score: Raw -1566870.684607 + Penalty 3078.328868 = -1563792.355739
  nChanged 11
		SP:Iteration 64Q (78540.110000 sec): 3 clusters
  Score: Raw -1566874.749727 + Penalty 3078.328868 = -1563796.420859
  nChanged 10
		SP:Iteration 65Q (78540.270000 sec): 3 clusters
  Score: Raw -1566877.719372 + Penalty 3078.328868 = -1563799.390503
  nChanged 7
		SP:Iteration 66Q (78540.490000 sec): 3 clusters
  Score: Raw -1566879.759095 + Penalty 3078.328868 = -1563801.430227
  nChanged 7
		SP:Iteration 67Q (78540.650000 sec): 3 clusters
  Score: Raw -1566881.424966 + Penalty 3078.328868 = -1563803.096097
  nChanged 5
		SP:Iteration 68Q (78540.820000 sec): 3 clusters
  Score: Raw -1566882.641825 + Penalty 3078.328868 = -1563804.312957
  nChanged 8
		SP:Iteration 69Q (78541.010000 sec): 3 clusters
  Score: Raw -1566885.309984 + Penalty 3078.328868 = -1563806.981115
  nChanged 8
		SP:Iteration 70Q (78541.180000 sec): 3 clusters
  Score: Raw -1566888.032156 + Penalty 3078.328868 = -1563809.703287
  nChanged 7
		SP:Iteration 71Q (78541.370000 sec): 3 clusters
  Score: Raw -1566889.988220 + Penalty 3078.328868 = -1563811.659351
  nChanged 4
		SP:Iteration 72Q (78541.530000 sec): 3 clusters
  Score: Raw -1566890.869085 + Penalty 3078.328868 = -1563812.540217
  nChanged 2
		SP:Iteration 73Q (78541.690000 sec): 3 clusters
  Score: Raw -1566891.520670 + Penalty 3078.328868 = -1563813.191801
  nChanged 2
		SP:Iteration 74Q (78541.890000 sec): 3 clusters
  Score: Raw -1566892.034173 + Penalty 3078.328868 = -1563813.705305
  nChanged 2
		SP:Iteration 75Q (78542.060000 sec): 3 clusters
  Score: Raw -1566892.278595 + Penalty 3078.328868 = -1563813.949727
  nChanged 2
		SP:Iteration 76Q (78542.240000 sec): 3 clusters
  Score: Raw -1566892.761226 + Penalty 3078.328868 = -1563814.432357
  nChanged 0
		SP:Iteration 77F (78542.440000 sec): 3 clusters
  Score: Raw -1566892.761226 + Penalty 3078.328868 = -1563814.432357
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 39 (1564 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78542.500000 sec): 2 clusters
  Score: Raw -179425.798110 + Penalty 1195.187812 = -178230.610298
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78542.540000 sec): 3 clusters
  Score: Raw -178830.298515 + Penalty 2390.375624 = -176439.922890
  nChanged 518
		SP:Iteration 1F (78542.570000 sec): 3 clusters
  Score: Raw -179300.073752 + Penalty 2390.375624 = -176909.698127
  nChanged 151
		SP:Iteration 2F (78542.600000 sec): 3 clusters
  Score: Raw -179481.300882 + Penalty 2390.375624 = -177090.925258
  nChanged 108
		SP:Iteration 3F (78542.630000 sec): 3 clusters
  Score: Raw -179626.840183 + Penalty 2390.375624 = -177236.464559
  nChanged 82
		SP:Iteration 4F (78542.670000 sec): 3 clusters
  Score: Raw -179749.800886 + Penalty 2390.375624 = -177359.425262
  nChanged 64
		SP:Iteration 5Q (78542.700000 sec): 3 clusters
  Score: Raw -179847.907018 + Penalty 2390.375624 = -177457.531394
  nChanged 61
		SP:Iteration 6Q (78542.720000 sec): 3 clusters
  Score: Raw -179931.032808 + Penalty 2390.375624 = -177540.657184
  nChanged 52
		SP:Iteration 7Q (78542.750000 sec): 3 clusters
  Score: Raw -179980.871062 + Penalty 2390.375624 = -177590.495437
  nChanged 33
		SP:Iteration 8Q (78542.780000 sec): 3 clusters
  Score: Raw -180004.976952 + Penalty 2390.375624 = -177614.601328
  nChanged 19
		SP:Iteration 9Q (78542.810000 sec): 3 clusters
  Score: Raw -180014.558338 + Penalty 2390.375624 = -177624.182713
  nChanged 4
		SP:Iteration 10Q (78542.840000 sec): 3 clusters
  Score: Raw -180018.669937 + Penalty 2390.375624 = -177628.294313
  nChanged 6
		SP:Iteration 11Q (78542.870000 sec): 3 clusters
  Score: Raw -180022.261379 + Penalty 2390.375624 = -177631.885755
  nChanged 6
		SP:Iteration 12Q (78542.900000 sec): 3 clusters
  Score: Raw -180026.468742 + Penalty 2390.375624 = -177636.093118
  nChanged 5
		SP:Iteration 13Q (78542.920000 sec): 3 clusters
  Score: Raw -180029.573199 + Penalty 2390.375624 = -177639.197575
  nChanged 6
		SP:Iteration 14Q (78542.950000 sec): 3 clusters
  Score: Raw -180033.123497 + Penalty 2390.375624 = -177642.747872
  nChanged 6
		SP:Iteration 15Q (78542.980000 sec): 3 clusters
  Score: Raw -180038.279965 + Penalty 2390.375624 = -177647.904341
  nChanged 4
		SP:Iteration 16Q (78543.010000 sec): 3 clusters
  Score: Raw -180042.075161 + Penalty 2390.375624 = -177651.699537
  nChanged 5
		SP:Iteration 17Q (78543.040000 sec): 3 clusters
  Score: Raw -180044.879919 + Penalty 2390.375624 = -177654.504295
  nChanged 3
		SP:Iteration 18Q (78543.070000 sec): 3 clusters
  Score: Raw -180046.992323 + Penalty 2390.375624 = -177656.616699
  nChanged 3
		SP:Iteration 19Q (78543.100000 sec): 3 clusters
  Score: Raw -180048.860149 + Penalty 2390.375624 = -177658.484525
  nChanged 3
		SP:Iteration 20F (78543.120000 sec): 3 clusters
  Score: Raw -180050.181997 + Penalty 2390.375624 = -177659.806373
  nChanged 2
		SP:Iteration 21Q (78543.150000 sec): 3 clusters
  Score: Raw -180051.662610 + Penalty 2390.375624 = -177661.286986
  nChanged 1
		SP:Iteration 22Q (78543.180000 sec): 3 clusters
  Score: Raw -180052.715148 + Penalty 2390.375624 = -177662.339523
  nChanged 3
		SP:Iteration 23Q (78543.210000 sec): 3 clusters
  Score: Raw -180054.526376 + Penalty 2390.375624 = -177664.150752
  nChanged 1
		SP:Iteration 24Q (78543.240000 sec): 3 clusters
  Score: Raw -180055.167945 + Penalty 2390.375624 = -177664.792321
  nChanged 2
		SP:Iteration 25Q (78543.270000 sec): 3 clusters
  Score: Raw -180056.506622 + Penalty 2390.375624 = -177666.130998
  nChanged 1
		SP:Iteration 26Q (78543.300000 sec): 3 clusters
  Score: Raw -180057.251134 + Penalty 2390.375624 = -177666.875510
  nChanged 2
		SP:Iteration 27Q (78543.320000 sec): 3 clusters
  Score: Raw -180058.578347 + Penalty 2390.375624 = -177668.202722
  nChanged 2
		SP:Iteration 28Q (78543.350000 sec): 3 clusters
  Score: Raw -180059.453068 + Penalty 2390.375624 = -177669.077444
  nChanged 0
		SP:Iteration 29F (78543.380000 sec): 3 clusters
  Score: Raw -180059.453068 + Penalty 2390.375624 = -177669.077444
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 40 (3127 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78543.450000 sec): 2 clusters
  Score: Raw -336309.824593 + Penalty 1307.772271 = -335002.052323
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78543.510000 sec): 3 clusters
  Score: Raw -334790.080940 + Penalty 2615.544541 = -332174.536399
  nChanged 1191
		SP:Iteration 1F (78543.570000 sec): 3 clusters
  Score: Raw -335569.766797 + Penalty 2615.544541 = -332954.222256
  nChanged 303
		SP:Iteration 2F (78543.630000 sec): 3 clusters
  Score: Raw -335841.952344 + Penalty 2615.544541 = -333226.407803
  nChanged 190
		SP:Iteration 3F (78543.690000 sec): 3 clusters
  Score: Raw -336002.343000 + Penalty 2615.544541 = -333386.798458
  nChanged 172
		SP:Iteration 4F (78543.740000 sec): 3 clusters
  Score: Raw -336169.618765 + Penalty 2615.544541 = -333554.074224
  nChanged 155
		SP:Iteration 5Q (78543.800000 sec): 3 clusters
  Score: Raw -336304.431334 + Penalty 2615.544541 = -333688.886793
  nChanged 139
		SP:Iteration 6Q (78543.860000 sec): 3 clusters
  Score: Raw -336416.479417 + Penalty 2615.544541 = -333800.934876
  nChanged 111
		SP:Iteration 7Q (78543.920000 sec): 3 clusters
  Score: Raw -336493.965417 + Penalty 2615.544541 = -333878.420876
  nChanged 85
		SP:Iteration 8Q (78543.970000 sec): 3 clusters
  Score: Raw -336543.785350 + Penalty 2615.544541 = -333928.240809
  nChanged 72
		SP:Iteration 9Q (78544.030000 sec): 3 clusters
  Score: Raw -336588.051710 + Penalty 2615.544541 = -333972.507169
  nChanged 56
		SP:Iteration 10Q (78544.080000 sec): 3 clusters
  Score: Raw -336617.533220 + Penalty 2615.544541 = -334001.988679
  nChanged 52
		SP:Iteration 11Q (78544.140000 sec): 3 clusters
  Score: Raw -336641.727463 + Penalty 2615.544541 = -334026.182922
  nChanged 40
		SP:Iteration 12Q (78544.200000 sec): 3 clusters
  Score: Raw -336658.801838 + Penalty 2615.544541 = -334043.257297
  nChanged 33
		SP:Iteration 13Q (78544.250000 sec): 3 clusters
  Score: Raw -336671.643012 + Penalty 2615.544541 = -334056.098471
  nChanged 28
		SP:Iteration 14Q (78544.310000 sec): 3 clusters
  Score: Raw -336681.388115 + Penalty 2615.544541 = -334065.843574
  nChanged 22
		SP:Iteration 15Q (78544.360000 sec): 3 clusters
  Score: Raw -336690.233892 + Penalty 2615.544541 = -334074.689350
  nChanged 23
		SP:Iteration 16Q (78544.420000 sec): 3 clusters
  Score: Raw -336701.605266 + Penalty 2615.544541 = -334086.060725
  nChanged 23
		SP:Iteration 17Q (78544.480000 sec): 3 clusters
  Score: Raw -336710.737937 + Penalty 2615.544541 = -334095.193395
  nChanged 19
		SP:Iteration 18Q (78544.530000 sec): 3 clusters
  Score: Raw -336717.950793 + Penalty 2615.544541 = -334102.406251
  nChanged 17
		SP:Iteration 19Q (78544.590000 sec): 3 clusters
  Score: Raw -336727.330662 + Penalty 2615.544541 = -334111.786120
  nChanged 19
		SP:Iteration 20F (78544.650000 sec): 3 clusters
  Score: Raw -336735.386493 + Penalty 2615.544541 = -334119.841952
  nChanged 22
		SP:Iteration 21Q (78544.700000 sec): 3 clusters
  Score: Raw -336744.489504 + Penalty 2615.544541 = -334128.944963
  nChanged 16
		SP:Iteration 22Q (78544.760000 sec): 3 clusters
  Score: Raw -336748.989647 + Penalty 2615.544541 = -334133.445106
  nChanged 14
		SP:Iteration 23Q (78544.820000 sec): 3 clusters
  Score: Raw -336752.679836 + Penalty 2615.544541 = -334137.135294
  nChanged 9
		SP:Iteration 24Q (78544.870000 sec): 3 clusters
  Score: Raw -336754.945053 + Penalty 2615.544541 = -334139.400512
  nChanged 0
		SP:Iteration 25F (78544.930000 sec): 3 clusters
  Score: Raw -336754.945053 + Penalty 2615.544541 = -334139.400512
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 41 (10123 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78545.070000 sec): 2 clusters
  Score: Raw -1180964.464743 + Penalty 1498.666868 = -1179465.797875
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78545.260000 sec): 3 clusters
  Score: Raw -1175211.927902 + Penalty 2997.333736 = -1172214.594166
  nChanged 4386
		SP:Iteration 1F (78545.400000 sec): 3 clusters
  Score: Raw -1177845.786359 + Penalty 2997.333736 = -1174848.452623
  nChanged 785
		SP:Iteration 2F (78545.560000 sec): 3 clusters
  Score: Raw -1178309.065529 + Penalty 2997.333736 = -1175311.731793
  nChanged 693
		SP:Iteration 3F (78545.740000 sec): 3 clusters
  Score: Raw -1178704.234204 + Penalty 2997.333736 = -1175706.900468
  nChanged 608
		SP:Iteration 4F (78545.890000 sec): 3 clusters
  Score: Raw -1179053.447711 + Penalty 2997.333736 = -1176056.113975
  nChanged 528
		SP:Iteration 5F (78546.050000 sec): 3 clusters
  Score: Raw -1179325.557808 + Penalty 2997.333736 = -1176328.224072
  nChanged 454
		SP:Iteration 6Q (78546.210000 sec): 3 clusters
  Score: Raw -1179533.396875 + Penalty 2997.333736 = -1176536.063139
  nChanged 355
		SP:Iteration 7Q (78546.350000 sec): 3 clusters
  Score: Raw -1179693.867739 + Penalty 2997.333736 = -1176696.534003
  nChanged 331
		SP:Iteration 8Q (78546.520000 sec): 3 clusters
  Score: Raw -1179863.474308 + Penalty 2997.333736 = -1176866.140572
  nChanged 321
		SP:Iteration 9Q (78546.680000 sec): 3 clusters
  Score: Raw -1180019.310229 + Penalty 2997.333736 = -1177021.976493
  nChanged 281
		SP:Iteration 10Q (78546.820000 sec): 3 clusters
  Score: Raw -1180153.269350 + Penalty 2997.333736 = -1177155.935614
  nChanged 244
		SP:Iteration 11Q (78547.000000 sec): 3 clusters
  Score: Raw -1180272.617945 + Penalty 2997.333736 = -1177275.284209
  nChanged 223
		SP:Iteration 12Q (78547.150000 sec): 3 clusters
  Score: Raw -1180387.579266 + Penalty 2997.333736 = -1177390.245530
  nChanged 219
		SP:Iteration 13Q (78547.310000 sec): 3 clusters
  Score: Raw -1180505.006689 + Penalty 2997.333736 = -1177507.672953
  nChanged 210
		SP:Iteration 14Q (78547.490000 sec): 3 clusters
  Score: Raw -1180618.963627 + Penalty 2997.333736 = -1177621.629891
  nChanged 171
		SP:Iteration 15Q (78547.640000 sec): 3 clusters
  Score: Raw -1180713.972634 + Penalty 2997.333736 = -1177716.638898
  nChanged 155
		SP:Iteration 16Q (78547.800000 sec): 3 clusters
  Score: Raw -1180804.778212 + Penalty 2997.333736 = -1177807.444476
  nChanged 122
		SP:Iteration 17Q (78547.980000 sec): 3 clusters
  Score: Raw -1180870.433891 + Penalty 2997.333736 = -1177873.100155
  nChanged 107
		SP:Iteration 18Q (78548.130000 sec): 3 clusters
  Score: Raw -1180934.283330 + Penalty 2997.333736 = -1177936.949594
  nChanged 81
		SP:Iteration 19Q (78548.280000 sec): 3 clusters
  Score: Raw -1180973.594542 + Penalty 2997.333736 = -1177976.260806
  nChanged 61
		SP:Iteration 20F (78548.460000 sec): 3 clusters
  Score: Raw -1181004.189222 + Penalty 2997.333736 = -1178006.855486
  nChanged 52
		SP:Iteration 21Q (78548.600000 sec): 3 clusters
  Score: Raw -1181027.780541 + Penalty 2997.333736 = -1178030.446805
  nChanged 36
		SP:Iteration 22Q (78548.750000 sec): 3 clusters
  Score: Raw -1181045.857957 + Penalty 2997.333736 = -1178048.524221
  nChanged 36
		SP:Iteration 23Q (78548.920000 sec): 3 clusters
  Score: Raw -1181067.528292 + Penalty 2997.333736 = -1178070.194556
  nChanged 47
		SP:Iteration 24Q (78549.070000 sec): 3 clusters
  Score: Raw -1181090.794384 + Penalty 2997.333736 = -1178093.460648
  nChanged 34
		SP:Iteration 25Q (78549.220000 sec): 3 clusters
  Score: Raw -1181109.074173 + Penalty 2997.333736 = -1178111.740437
  nChanged 32
		SP:Iteration 26Q (78549.390000 sec): 3 clusters
  Score: Raw -1181131.947603 + Penalty 2997.333736 = -1178134.613867
  nChanged 38
		SP:Iteration 27Q (78549.540000 sec): 3 clusters
  Score: Raw -1181153.570606 + Penalty 2997.333736 = -1178156.236870
  nChanged 29
		SP:Iteration 28Q (78549.690000 sec): 3 clusters
  Score: Raw -1181168.649500 + Penalty 2997.333736 = -1178171.315764
  nChanged 26
		SP:Iteration 29Q (78549.860000 sec): 3 clusters
  Score: Raw -1181181.721008 + Penalty 2997.333736 = -1178184.387272
  nChanged 21
		SP:Iteration 30Q (78550.010000 sec): 3 clusters
  Score: Raw -1181192.940075 + Penalty 2997.333736 = -1178195.606339
  nChanged 18
		SP:Iteration 31Q (78550.150000 sec): 3 clusters
  Score: Raw -1181205.664119 + Penalty 2997.333736 = -1178208.330383
  nChanged 17
		SP:Iteration 32Q (78550.310000 sec): 3 clusters
  Score: Raw -1181218.179662 + Penalty 2997.333736 = -1178220.845926
  nChanged 17
		SP:Iteration 33Q (78550.480000 sec): 3 clusters
  Score: Raw -1181229.846673 + Penalty 2997.333736 = -1178232.512937
  nChanged 12
		SP:Iteration 34Q (78550.620000 sec): 3 clusters
  Score: Raw -1181236.526803 + Penalty 2997.333736 = -1178239.193067
  nChanged 12
		SP:Iteration 35Q (78550.770000 sec): 3 clusters
  Score: Raw -1181244.764991 + Penalty 2997.333736 = -1178247.431255
  nChanged 8
		SP:Iteration 36Q (78550.950000 sec): 3 clusters
  Score: Raw -1181248.431451 + Penalty 2997.333736 = -1178251.097715
  nChanged 3
		SP:Iteration 37Q (78551.090000 sec): 3 clusters
  Score: Raw -1181249.648273 + Penalty 2997.333736 = -1178252.314537
  nChanged 3
		SP:Iteration 38Q (78551.230000 sec): 3 clusters
  Score: Raw -1181251.152283 + Penalty 2997.333736 = -1178253.818547
  nChanged 1
		SP:Iteration 39Q (78551.400000 sec): 3 clusters
  Score: Raw -1181252.167072 + Penalty 2997.333736 = -1178254.833336
  nChanged 1
		SP:Iteration 40F (78551.560000 sec): 3 clusters
  Score: Raw -1181252.784087 + Penalty 2997.333736 = -1178255.450351
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 42 (3791 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78551.640000 sec): 2 clusters
  Score: Raw -419921.999919 + Penalty 1339.062581 = -418582.937337
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78551.730000 sec): 3 clusters
  Score: Raw -418075.137335 + Penalty 2678.125163 = -415397.012172
  nChanged 1472
		SP:Iteration 1F (78551.800000 sec): 3 clusters
  Score: Raw -418996.844080 + Penalty 2678.125163 = -416318.718918
  nChanged 348
		SP:Iteration 2F (78551.870000 sec): 3 clusters
  Score: Raw -419278.616172 + Penalty 2678.125163 = -416600.491009
  nChanged 257
		SP:Iteration 3F (78551.940000 sec): 3 clusters
  Score: Raw -419483.185386 + Penalty 2678.125163 = -416805.060224
  nChanged 210
		SP:Iteration 4F (78552.010000 sec): 3 clusters
  Score: Raw -419644.924112 + Penalty 2678.125163 = -416966.798950
  nChanged 181
		SP:Iteration 5Q (78552.070000 sec): 3 clusters
  Score: Raw -419774.961449 + Penalty 2678.125163 = -417096.836286
  nChanged 137
		SP:Iteration 6Q (78552.140000 sec): 3 clusters
  Score: Raw -419880.837521 + Penalty 2678.125163 = -417202.712358
  nChanged 130
		SP:Iteration 7Q (78552.210000 sec): 3 clusters
  Score: Raw -419984.715840 + Penalty 2678.125163 = -417306.590677
  nChanged 132
		SP:Iteration 8Q (78552.280000 sec): 3 clusters
  Score: Raw -420064.575696 + Penalty 2678.125163 = -417386.450533
  nChanged 98
		SP:Iteration 9Q (78552.350000 sec): 3 clusters
  Score: Raw -420114.499373 + Penalty 2678.125163 = -417436.374211
  nChanged 94
		SP:Iteration 10Q (78552.410000 sec): 3 clusters
  Score: Raw -420166.242421 + Penalty 2678.125163 = -417488.117259
  nChanged 77
		SP:Iteration 11Q (78552.480000 sec): 3 clusters
  Score: Raw -420208.633870 + Penalty 2678.125163 = -417530.508707
  nChanged 62
		SP:Iteration 12Q (78552.550000 sec): 3 clusters
  Score: Raw -420236.339482 + Penalty 2678.125163 = -417558.214320
  nChanged 48
		SP:Iteration 13Q (78552.620000 sec): 3 clusters
  Score: Raw -420254.286255 + Penalty 2678.125163 = -417576.161092
  nChanged 39
		SP:Iteration 14Q (78552.690000 sec): 3 clusters
  Score: Raw -420272.243777 + Penalty 2678.125163 = -417594.118615
  nChanged 49
		SP:Iteration 15Q (78552.750000 sec): 3 clusters
  Score: Raw -420299.349967 + Penalty 2678.125163 = -417621.224805
  nChanged 46
		SP:Iteration 16Q (78552.820000 sec): 3 clusters
  Score: Raw -420323.187284 + Penalty 2678.125163 = -417645.062122
  nChanged 40
		SP:Iteration 17Q (78552.890000 sec): 3 clusters
  Score: Raw -420349.031241 + Penalty 2678.125163 = -417670.906079
  nChanged 51
		SP:Iteration 18Q (78552.950000 sec): 3 clusters
  Score: Raw -420380.958298 + Penalty 2678.125163 = -417702.833135
  nChanged 53
		SP:Iteration 19Q (78553.020000 sec): 3 clusters
  Score: Raw -420425.168649 + Penalty 2678.125163 = -417747.043486
  nChanged 66
		SP:Iteration 20F (78553.090000 sec): 3 clusters
  Score: Raw -420473.590290 + Penalty 2678.125163 = -417795.465127
  nChanged 68
		SP:Iteration 21Q (78553.160000 sec): 3 clusters
  Score: Raw -420525.464237 + Penalty 2678.125163 = -417847.339075
  nChanged 77
		SP:Iteration 22Q (78553.230000 sec): 3 clusters
  Score: Raw -420596.973479 + Penalty 2678.125163 = -417918.848316
  nChanged 76
		SP:Iteration 23Q (78553.290000 sec): 3 clusters
  Score: Raw -420659.839904 + Penalty 2678.125163 = -417981.714742
  nChanged 64
		SP:Iteration 24Q (78553.360000 sec): 3 clusters
  Score: Raw -420707.166025 + Penalty 2678.125163 = -418029.040863
  nChanged 57
		SP:Iteration 25Q (78553.430000 sec): 3 clusters
  Score: Raw -420752.979944 + Penalty 2678.125163 = -418074.854781
  nChanged 53
		SP:Iteration 26Q (78553.490000 sec): 3 clusters
  Score: Raw -420808.897854 + Penalty 2678.125163 = -418130.772691
  nChanged 58
		SP:Iteration 27Q (78553.560000 sec): 3 clusters
  Score: Raw -420863.731336 + Penalty 2678.125163 = -418185.606174
  nChanged 58
		SP:Iteration 28Q (78553.620000 sec): 3 clusters
  Score: Raw -420908.996940 + Penalty 2678.125163 = -418230.871777
  nChanged 49
		SP:Iteration 29Q (78553.690000 sec): 3 clusters
  Score: Raw -420945.609443 + Penalty 2678.125163 = -418267.484280
  nChanged 35
		SP:Iteration 30Q (78553.750000 sec): 3 clusters
  Score: Raw -420966.931995 + Penalty 2678.125163 = -418288.806833
  nChanged 34
		SP:Iteration 31Q (78553.820000 sec): 3 clusters
  Score: Raw -420988.918227 + Penalty 2678.125163 = -418310.793065
  nChanged 41
		SP:Iteration 32Q (78553.890000 sec): 3 clusters
  Score: Raw -421013.000806 + Penalty 2678.125163 = -418334.875644
  nChanged 25
		SP:Iteration 33Q (78553.950000 sec): 3 clusters
  Score: Raw -421024.858141 + Penalty 2678.125163 = -418346.732979
  nChanged 19
		SP:Iteration 34Q (78554.010000 sec): 3 clusters
  Score: Raw -421036.065259 + Penalty 2678.125163 = -418357.940096
  nChanged 14
		SP:Iteration 35Q (78554.080000 sec): 3 clusters
  Score: Raw -421044.703005 + Penalty 2678.125163 = -418366.577843
  nChanged 16
		SP:Iteration 36Q (78554.150000 sec): 3 clusters
  Score: Raw -421056.457054 + Penalty 2678.125163 = -418378.331891
  nChanged 17
		SP:Iteration 37Q (78554.210000 sec): 3 clusters
  Score: Raw -421068.047251 + Penalty 2678.125163 = -418389.922089
  nChanged 13
		SP:Iteration 38Q (78554.280000 sec): 3 clusters
  Score: Raw -421076.570290 + Penalty 2678.125163 = -418398.445127
  nChanged 15
		SP:Iteration 39Q (78554.340000 sec): 3 clusters
  Score: Raw -421092.845926 + Penalty 2678.125163 = -418414.720764
  nChanged 24
		SP:Iteration 40F (78554.410000 sec): 3 clusters
  Score: Raw -421118.137565 + Penalty 2678.125163 = -418440.012402
  nChanged 23
		SP:Iteration 41Q (78554.470000 sec): 3 clusters
  Score: Raw -421143.325070 + Penalty 2678.125163 = -418465.199907
  nChanged 23
		SP:Iteration 42Q (78554.540000 sec): 3 clusters
  Score: Raw -421166.834705 + Penalty 2678.125163 = -418488.709543
  nChanged 26
		SP:Iteration 43Q (78554.610000 sec): 3 clusters
  Score: Raw -421184.868078 + Penalty 2678.125163 = -418506.742916
  nChanged 20
		SP:Iteration 44Q (78554.670000 sec): 3 clusters
  Score: Raw -421196.523989 + Penalty 2678.125163 = -418518.398826
  nChanged 17
		SP:Iteration 45Q (78554.730000 sec): 3 clusters
  Score: Raw -421204.136319 + Penalty 2678.125163 = -418526.011156
  nChanged 9
		SP:Iteration 46Q (78554.800000 sec): 3 clusters
  Score: Raw -421207.463868 + Penalty 2678.125163 = -418529.338705
  nChanged 7
		SP:Iteration 47Q (78554.860000 sec): 3 clusters
  Score: Raw -421209.920986 + Penalty 2678.125163 = -418531.795823
  nChanged 3
		SP:Iteration 48Q (78554.930000 sec): 3 clusters
  Score: Raw -421213.842981 + Penalty 2678.125163 = -418535.717818
  nChanged 2
		SP:Iteration 49Q (78554.990000 sec): 3 clusters
  Score: Raw -421215.181824 + Penalty 2678.125163 = -418537.056661
  nChanged 4
		SP:Iteration 50Q (78555.060000 sec): 3 clusters
  Score: Raw -421216.970948 + Penalty 2678.125163 = -418538.845786
  nChanged 3
		SP:Iteration 51Q (78555.120000 sec): 3 clusters
  Score: Raw -421217.875638 + Penalty 2678.125163 = -418539.750475
  nChanged 4
		SP:Iteration 52Q (78555.190000 sec): 3 clusters
  Score: Raw -421219.150547 + Penalty 2678.125163 = -418541.025385
  nChanged 3
		SP:Iteration 53Q (78555.250000 sec): 3 clusters
  Score: Raw -421220.229305 + Penalty 2678.125163 = -418542.104142
  nChanged 2
		SP:Iteration 54Q (78555.310000 sec): 3 clusters
  Score: Raw -421220.367048 + Penalty 2678.125163 = -418542.241886
  nChanged 1
		SP:Iteration 55Q (78555.380000 sec): 3 clusters
  Score: Raw -421220.459148 + Penalty 2678.125163 = -418542.333986
  nChanged 2
		SP:Iteration 56Q (78555.450000 sec): 3 clusters
  Score: Raw -421220.797085 + Penalty 2678.125163 = -418542.671923
  nChanged 1
		SP:Iteration 57Q (78555.510000 sec): 3 clusters
  Score: Raw -421220.988493 + Penalty 2678.125163 = -418542.863331
  nChanged 1
		SP:Iteration 58Q (78555.570000 sec): 3 clusters
  Score: Raw -421221.109080 + Penalty 2678.125163 = -418542.983918
  nChanged 0
		SP:Iteration 59F (78555.640000 sec): 3 clusters
  Score: Raw -421221.109080 + Penalty 2678.125163 = -418542.983918
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 43 (4425 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78555.720000 sec): 2 clusters
  Score: Raw -466366.544726 + Penalty 1364.191653 = -465002.353073
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78555.810000 sec): 3 clusters
  Score: Raw -464123.351700 + Penalty 2728.383306 = -461394.968394
  nChanged 1791
		SP:Iteration 1F (78555.900000 sec): 3 clusters
  Score: Raw -465235.722754 + Penalty 2728.383306 = -462507.339448
  nChanged 380
		SP:Iteration 2F (78555.980000 sec): 3 clusters
  Score: Raw -465515.810408 + Penalty 2728.383306 = -462787.427102
  nChanged 309
		SP:Iteration 3F (78556.060000 sec): 3 clusters
  Score: Raw -465729.789388 + Penalty 2728.383306 = -463001.406082
  nChanged 254
		SP:Iteration 4F (78556.140000 sec): 3 clusters
  Score: Raw -465893.033568 + Penalty 2728.383306 = -463164.650262
  nChanged 201
		SP:Iteration 5Q (78556.220000 sec): 3 clusters
  Score: Raw -466021.959946 + Penalty 2728.383306 = -463293.576640
  nChanged 169
		SP:Iteration 6Q (78556.290000 sec): 3 clusters
  Score: Raw -466123.672788 + Penalty 2728.383306 = -463395.289482
  nChanged 140
		SP:Iteration 7Q (78556.370000 sec): 3 clusters
  Score: Raw -466200.315655 + Penalty 2728.383306 = -463471.932349
  nChanged 108
		SP:Iteration 8Q (78556.450000 sec): 3 clusters
  Score: Raw -466267.469586 + Penalty 2728.383306 = -463539.086280
  nChanged 123
		SP:Iteration 9Q (78556.530000 sec): 3 clusters
  Score: Raw -466331.372261 + Penalty 2728.383306 = -463602.988955
  nChanged 123
		SP:Iteration 10Q (78556.610000 sec): 3 clusters
  Score: Raw -466406.437043 + Penalty 2728.383306 = -463678.053737
  nChanged 123
		SP:Iteration 11Q (78556.690000 sec): 3 clusters
  Score: Raw -466480.961936 + Penalty 2728.383306 = -463752.578629
  nChanged 113
		SP:Iteration 12Q (78556.770000 sec): 3 clusters
  Score: Raw -466557.035252 + Penalty 2728.383306 = -463828.651946
  nChanged 99
		SP:Iteration 13Q (78556.850000 sec): 3 clusters
  Score: Raw -466609.833980 + Penalty 2728.383306 = -463881.450674
  nChanged 75
		SP:Iteration 14Q (78556.930000 sec): 3 clusters
  Score: Raw -466647.622539 + Penalty 2728.383306 = -463919.239233
  nChanged 73
		SP:Iteration 15Q (78557.010000 sec): 3 clusters
  Score: Raw -466684.343440 + Penalty 2728.383306 = -463955.960134
  nChanged 71
		SP:Iteration 16Q (78557.090000 sec): 3 clusters
  Score: Raw -466721.291661 + Penalty 2728.383306 = -463992.908355
  nChanged 70
		SP:Iteration 17Q (78557.170000 sec): 3 clusters
  Score: Raw -466752.182652 + Penalty 2728.383306 = -464023.799346
  nChanged 62
		SP:Iteration 18Q (78557.250000 sec): 3 clusters
  Score: Raw -466777.953542 + Penalty 2728.383306 = -464049.570236
  nChanged 45
		SP:Iteration 19Q (78557.320000 sec): 3 clusters
  Score: Raw -466792.187148 + Penalty 2728.383306 = -464063.803841
  nChanged 38
		SP:Iteration 20F (78557.400000 sec): 3 clusters
  Score: Raw -466803.970374 + Penalty 2728.383306 = -464075.587067
  nChanged 38
		SP:Iteration 21Q (78557.480000 sec): 3 clusters
  Score: Raw -466816.412359 + Penalty 2728.383306 = -464088.029053
  nChanged 28
		SP:Iteration 22Q (78557.560000 sec): 3 clusters
  Score: Raw -466823.987765 + Penalty 2728.383306 = -464095.604459
  nChanged 25
		SP:Iteration 23Q (78557.640000 sec): 3 clusters
  Score: Raw -466831.828593 + Penalty 2728.383306 = -464103.445287
  nChanged 37
		SP:Iteration 24Q (78557.720000 sec): 3 clusters
  Score: Raw -466842.415835 + Penalty 2728.383306 = -464114.032529
  nChanged 25
		SP:Iteration 25Q (78557.800000 sec): 3 clusters
  Score: Raw -466849.539151 + Penalty 2728.383306 = -464121.155845
  nChanged 29
		SP:Iteration 26Q (78557.880000 sec): 3 clusters
  Score: Raw -466863.679002 + Penalty 2728.383306 = -464135.295696
  nChanged 31
		SP:Iteration 27Q (78557.950000 sec): 3 clusters
  Score: Raw -466873.670015 + Penalty 2728.383306 = -464145.286709
  nChanged 28
		SP:Iteration 28Q (78558.030000 sec): 3 clusters
  Score: Raw -466883.805637 + Penalty 2728.383306 = -464155.422331
  nChanged 24
		SP:Iteration 29Q (78558.110000 sec): 3 clusters
  Score: Raw -466889.469737 + Penalty 2728.383306 = -464161.086431
  nChanged 15
		SP:Iteration 30Q (78558.190000 sec): 3 clusters
  Score: Raw -466896.186356 + Penalty 2728.383306 = -464167.803050
  nChanged 23
		SP:Iteration 31Q (78558.260000 sec): 3 clusters
  Score: Raw -466905.330668 + Penalty 2728.383306 = -464176.947362
  nChanged 19
		SP:Iteration 32Q (78558.340000 sec): 3 clusters
  Score: Raw -466911.786447 + Penalty 2728.383306 = -464183.403141
  nChanged 17
		SP:Iteration 33Q (78558.420000 sec): 3 clusters
  Score: Raw -466917.812301 + Penalty 2728.383306 = -464189.428995
  nChanged 9
		SP:Iteration 34Q (78558.500000 sec): 3 clusters
  Score: Raw -466921.133766 + Penalty 2728.383306 = -464192.750460
  nChanged 9
		SP:Iteration 35Q (78558.580000 sec): 3 clusters
  Score: Raw -466923.456715 + Penalty 2728.383306 = -464195.073409
  nChanged 7
		SP:Iteration 36Q (78558.660000 sec): 3 clusters
  Score: Raw -466924.660250 + Penalty 2728.383306 = -464196.276944
  nChanged 4
		SP:Iteration 37Q (78558.730000 sec): 3 clusters
  Score: Raw -466925.521865 + Penalty 2728.383306 = -464197.138559
  nChanged 2
		SP:Iteration 38Q (78558.810000 sec): 3 clusters
  Score: Raw -466926.048767 + Penalty 2728.383306 = -464197.665461
  nChanged 2
		SP:Iteration 39Q (78558.890000 sec): 3 clusters
  Score: Raw -466926.354615 + Penalty 2728.383306 = -464197.971309
  nChanged 2
		SP:Iteration 40F (78558.970000 sec): 3 clusters
  Score: Raw -466926.774529 + Penalty 2728.383306 = -464198.391223
  nChanged 2
		SP:Iteration 41Q (78559.050000 sec): 3 clusters
  Score: Raw -466927.254422 + Penalty 2728.383306 = -464198.871116
  nChanged 4
		SP:Iteration 42Q (78559.120000 sec): 3 clusters
  Score: Raw -466928.112219 + Penalty 2728.383306 = -464199.728912
  nChanged 4
		SP:Iteration 43Q (78559.200000 sec): 3 clusters
  Score: Raw -466928.730396 + Penalty 2728.383306 = -464200.347089
  nChanged 1
		SP:Iteration 44Q (78559.280000 sec): 3 clusters
  Score: Raw -466928.929412 + Penalty 2728.383306 = -464200.546106
  nChanged 1
		SP:Iteration 45Q (78559.360000 sec): 3 clusters
  Score: Raw -466929.051057 + Penalty 2728.383306 = -464200.667751
  nChanged 0
		SP:Iteration 46F (78559.440000 sec): 3 clusters
  Score: Raw -466929.051057 + Penalty 2728.383306 = -464200.667751
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 44 (10866 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78559.570000 sec): 2 clusters
  Score: Raw -1243935.557798 + Penalty 1510.176513 = -1242425.381285
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78559.720000 sec): 3 clusters
  Score: Raw -1237777.919167 + Penalty 3020.353026 = -1234757.566141
  nChanged 4773
		SP:Iteration 1F (78559.880000 sec): 3 clusters
  Score: Raw -1240797.636990 + Penalty 3020.353026 = -1237777.283964
  nChanged 891
		SP:Iteration 2F (78560.030000 sec): 3 clusters
  Score: Raw -1241475.568972 + Penalty 3020.353026 = -1238455.215945
  nChanged 842
		SP:Iteration 3F (78560.190000 sec): 3 clusters
  Score: Raw -1242085.617861 + Penalty 3020.353026 = -1239065.264835
  nChanged 750
		SP:Iteration 4F (78560.340000 sec): 3 clusters
  Score: Raw -1242637.259535 + Penalty 3020.353026 = -1239616.906508
  nChanged 689
		SP:Iteration 5F (78560.490000 sec): 3 clusters
  Score: Raw -1243076.619595 + Penalty 3020.353026 = -1240056.266569
  nChanged 500
		SP:Iteration 6Q (78560.670000 sec): 3 clusters
  Score: Raw -1243346.852005 + Penalty 3020.353026 = -1240326.498979
  nChanged 395
		SP:Iteration 7Q (78560.820000 sec): 3 clusters
  Score: Raw -1243534.404180 + Penalty 3020.353026 = -1240514.051153
  nChanged 295
		SP:Iteration 8Q (78560.980000 sec): 3 clusters
  Score: Raw -1243653.754887 + Penalty 3020.353026 = -1240633.401861
  nChanged 251
		SP:Iteration 9Q (78561.130000 sec): 3 clusters
  Score: Raw -1243760.224337 + Penalty 3020.353026 = -1240739.871311
  nChanged 219
		SP:Iteration 10Q (78561.280000 sec): 3 clusters
  Score: Raw -1243853.351772 + Penalty 3020.353026 = -1240832.998746
  nChanged 201
		SP:Iteration 11Q (78561.450000 sec): 3 clusters
  Score: Raw -1243944.425942 + Penalty 3020.353026 = -1240924.072916
  nChanged 198
		SP:Iteration 12Q (78561.600000 sec): 3 clusters
  Score: Raw -1244061.723645 + Penalty 3020.353026 = -1241041.370619
  nChanged 219
		SP:Iteration 13Q (78561.750000 sec): 3 clusters
  Score: Raw -1244223.945211 + Penalty 3020.353026 = -1241203.592185
  nChanged 252
		SP:Iteration 14Q (78561.930000 sec): 3 clusters
  Score: Raw -1244460.124513 + Penalty 3020.353026 = -1241439.771486
  nChanged 263
		SP:Iteration 15Q (78562.080000 sec): 3 clusters
  Score: Raw -1244677.965812 + Penalty 3020.353026 = -1241657.612786
  nChanged 261
		SP:Iteration 16Q (78562.230000 sec): 3 clusters
  Score: Raw -1244828.215100 + Penalty 3020.353026 = -1241807.862074
  nChanged 223
		SP:Iteration 17Q (78562.410000 sec): 3 clusters
  Score: Raw -1244910.147517 + Penalty 3020.353026 = -1241889.794491
  nChanged 182
		SP:Iteration 18Q (78562.550000 sec): 3 clusters
  Score: Raw -1244972.842159 + Penalty 3020.353026 = -1241952.489133
  nChanged 153
		SP:Iteration 19Q (78562.700000 sec): 3 clusters
  Score: Raw -1245017.311676 + Penalty 3020.353026 = -1241996.958650
  nChanged 130
		SP:Iteration 20F (78562.860000 sec): 3 clusters
  Score: Raw -1245050.819282 + Penalty 3020.353026 = -1242030.466256
  nChanged 108
		SP:Iteration 21Q (78563.000000 sec): 3 clusters
  Score: Raw -1245073.739940 + Penalty 3020.353026 = -1242053.386913
  nChanged 92
		SP:Iteration 22Q (78563.180000 sec): 3 clusters
  Score: Raw -1245096.055824 + Penalty 3020.353026 = -1242075.702797
  nChanged 89
		SP:Iteration 23Q (78563.320000 sec): 3 clusters
  Score: Raw -1245114.946360 + Penalty 3020.353026 = -1242094.593334
  nChanged 82
		SP:Iteration 24Q (78563.480000 sec): 3 clusters
  Score: Raw -1245133.364575 + Penalty 3020.353026 = -1242113.011548
  nChanged 84
		SP:Iteration 25Q (78563.660000 sec): 3 clusters
  Score: Raw -1245153.722366 + Penalty 3020.353026 = -1242133.369339
  nChanged 88
		SP:Iteration 26Q (78563.800000 sec): 3 clusters
  Score: Raw -1245173.695608 + Penalty 3020.353026 = -1242153.342581
  nChanged 82
		SP:Iteration 27Q (78563.960000 sec): 3 clusters
  Score: Raw -1245192.059511 + Penalty 3020.353026 = -1242171.706485
  nChanged 73
		SP:Iteration 28Q (78564.110000 sec): 3 clusters
  Score: Raw -1245209.013132 + Penalty 3020.353026 = -1242188.660106
  nChanged 69
		SP:Iteration 29Q (78564.250000 sec): 3 clusters
  Score: Raw -1245224.706594 + Penalty 3020.353026 = -1242204.353567
  nChanged 63
		SP:Iteration 30Q (78564.430000 sec): 3 clusters
  Score: Raw -1245236.976604 + Penalty 3020.353026 = -1242216.623578
  nChanged 50
		SP:Iteration 31Q (78564.570000 sec): 3 clusters
  Score: Raw -1245247.483839 + Penalty 3020.353026 = -1242227.130813
  nChanged 50
		SP:Iteration 32Q (78564.730000 sec): 3 clusters
  Score: Raw -1245256.737185 + Penalty 3020.353026 = -1242236.384159
  nChanged 38
		SP:Iteration 33Q (78564.890000 sec): 3 clusters
  Score: Raw -1245262.573729 + Penalty 3020.353026 = -1242242.220703
  nChanged 36
		SP:Iteration 34Q (78565.030000 sec): 3 clusters
  Score: Raw -1245268.004783 + Penalty 3020.353026 = -1242247.651757
  nChanged 35
		SP:Iteration 35Q (78565.210000 sec): 3 clusters
  Score: Raw -1245272.233567 + Penalty 3020.353026 = -1242251.880540
  nChanged 17
		SP:Iteration 36Q (78565.350000 sec): 3 clusters
  Score: Raw -1245274.069358 + Penalty 3020.353026 = -1242253.716332
  nChanged 16
		SP:Iteration 37Q (78565.500000 sec): 3 clusters
  Score: Raw -1245275.512113 + Penalty 3020.353026 = -1242255.159086
  nChanged 14
		SP:Iteration 38Q (78565.680000 sec): 3 clusters
  Score: Raw -1245276.837199 + Penalty 3020.353026 = -1242256.484172
  nChanged 17
		SP:Iteration 39Q (78565.820000 sec): 3 clusters
  Score: Raw -1245278.787969 + Penalty 3020.353026 = -1242258.434943
  nChanged 19
		SP:Iteration 40F (78565.980000 sec): 3 clusters
  Score: Raw -1245280.579732 + Penalty 3020.353026 = -1242260.226706
  nChanged 7
		SP:Iteration 41Q (78566.160000 sec): 3 clusters
  Score: Raw -1245281.384677 + Penalty 3020.353026 = -1242261.031651
  nChanged 7
		SP:Iteration 42Q (78566.300000 sec): 3 clusters
  Score: Raw -1245282.171344 + Penalty 3020.353026 = -1242261.818318
  nChanged 7
		SP:Iteration 43Q (78566.460000 sec): 3 clusters
  Score: Raw -1245282.987182 + Penalty 3020.353026 = -1242262.634156
  nChanged 7
		SP:Iteration 44Q (78566.610000 sec): 3 clusters
  Score: Raw -1245283.898968 + Penalty 3020.353026 = -1242263.545942
  nChanged 8
		SP:Iteration 45Q (78566.760000 sec): 3 clusters
  Score: Raw -1245284.721223 + Penalty 3020.353026 = -1242264.368196
  nChanged 6
		SP:Iteration 46Q (78566.930000 sec): 3 clusters
  Score: Raw -1245285.313835 + Penalty 3020.353026 = -1242264.960809
  nChanged 6
		SP:Iteration 47Q (78567.080000 sec): 3 clusters
  Score: Raw -1245285.868408 + Penalty 3020.353026 = -1242265.515382
  nChanged 8
		SP:Iteration 48Q (78567.250000 sec): 3 clusters
  Score: Raw -1245286.473253 + Penalty 3020.353026 = -1242266.120226
  nChanged 4
		SP:Iteration 49Q (78567.410000 sec): 3 clusters
  Score: Raw -1245286.843720 + Penalty 3020.353026 = -1242266.490694
  nChanged 6
		SP:Iteration 50Q (78567.550000 sec): 3 clusters
  Score: Raw -1245287.358499 + Penalty 3020.353026 = -1242267.005473
  nChanged 4
		SP:Iteration 51Q (78567.730000 sec): 3 clusters
  Score: Raw -1245287.572359 + Penalty 3020.353026 = -1242267.219333
  nChanged 2
		SP:Iteration 52Q (78567.870000 sec): 3 clusters
  Score: Raw -1245287.675596 + Penalty 3020.353026 = -1242267.322570
  nChanged 1
		SP:Iteration 53Q (78568.020000 sec): 3 clusters
  Score: Raw -1245287.723906 + Penalty 3020.353026 = -1242267.370880
  nChanged 0
		SP:Iteration 54F (78568.200000 sec): 3 clusters
  Score: Raw -1245287.723906 + Penalty 3020.353026 = -1242267.370880
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 45 (2884 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78568.280000 sec): 2 clusters
  Score: Raw -336472.668894 + Penalty 1294.626693 = -335178.042200
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78568.340000 sec): 3 clusters
  Score: Raw -335185.082181 + Penalty 2589.253387 = -332595.828794
  nChanged 1073
		SP:Iteration 1F (78568.400000 sec): 3 clusters
  Score: Raw -335900.776440 + Penalty 2589.253387 = -333311.523053
  nChanged 270
		SP:Iteration 2F (78568.450000 sec): 3 clusters
  Score: Raw -336110.001458 + Penalty 2589.253387 = -333520.748071
  nChanged 193
		SP:Iteration 3F (78568.510000 sec): 3 clusters
  Score: Raw -336250.689772 + Penalty 2589.253387 = -333661.436385
  nChanged 167
		SP:Iteration 4F (78568.560000 sec): 3 clusters
  Score: Raw -336390.440374 + Penalty 2589.253387 = -333801.186987
  nChanged 144
		SP:Iteration 5Q (78568.610000 sec): 3 clusters
  Score: Raw -336512.790432 + Penalty 2589.253387 = -333923.537046
  nChanged 116
		SP:Iteration 6Q (78568.670000 sec): 3 clusters
  Score: Raw -336595.371695 + Penalty 2589.253387 = -334006.118308
  nChanged 89
		SP:Iteration 7Q (78568.720000 sec): 3 clusters
  Score: Raw -336663.660406 + Penalty 2589.253387 = -334074.407019
  nChanged 74
		SP:Iteration 8Q (78568.770000 sec): 3 clusters
  Score: Raw -336715.169633 + Penalty 2589.253387 = -334125.916246
  nChanged 54
		SP:Iteration 9Q (78568.830000 sec): 3 clusters
  Score: Raw -336750.795373 + Penalty 2589.253387 = -334161.541986
  nChanged 41
		SP:Iteration 10Q (78568.880000 sec): 3 clusters
  Score: Raw -336777.638310 + Penalty 2589.253387 = -334188.384923
  nChanged 30
		SP:Iteration 11Q (78568.930000 sec): 3 clusters
  Score: Raw -336797.389952 + Penalty 2589.253387 = -334208.136565
  nChanged 23
		SP:Iteration 12Q (78568.980000 sec): 3 clusters
  Score: Raw -336811.209930 + Penalty 2589.253387 = -334221.956543
  nChanged 16
		SP:Iteration 13Q (78569.030000 sec): 3 clusters
  Score: Raw -336819.921818 + Penalty 2589.253387 = -334230.668431
  nChanged 9
		SP:Iteration 14Q (78569.090000 sec): 3 clusters
  Score: Raw -336823.544820 + Penalty 2589.253387 = -334234.291433
  nChanged 3
		SP:Iteration 15Q (78569.140000 sec): 3 clusters
  Score: Raw -336824.822330 + Penalty 2589.253387 = -334235.568943
  nChanged 2
		SP:Iteration 16Q (78569.190000 sec): 3 clusters
  Score: Raw -336825.382472 + Penalty 2589.253387 = -334236.129085
  nChanged 1
		SP:Iteration 17Q (78569.240000 sec): 3 clusters
  Score: Raw -336825.755374 + Penalty 2589.253387 = -334236.501988
  nChanged 4
		SP:Iteration 18Q (78569.290000 sec): 3 clusters
  Score: Raw -336826.863886 + Penalty 2589.253387 = -334237.610499
  nChanged 2
		SP:Iteration 19Q (78569.350000 sec): 3 clusters
  Score: Raw -336827.490027 + Penalty 2589.253387 = -334238.236640
  nChanged 3
		SP:Iteration 20F (78569.400000 sec): 3 clusters
  Score: Raw -336828.413393 + Penalty 2589.253387 = -334239.160006
  nChanged 3
		SP:Iteration 21Q (78569.450000 sec): 3 clusters
  Score: Raw -336829.474629 + Penalty 2589.253387 = -334240.221242
  nChanged 4
		SP:Iteration 22Q (78569.510000 sec): 3 clusters
  Score: Raw -336831.477248 + Penalty 2589.253387 = -334242.223861
  nChanged 7
		SP:Iteration 23Q (78569.560000 sec): 3 clusters
  Score: Raw -336835.617058 + Penalty 2589.253387 = -334246.363671
  nChanged 4
		SP:Iteration 24Q (78569.610000 sec): 3 clusters
  Score: Raw -336838.785880 + Penalty 2589.253387 = -334249.532494
  nChanged 5
		SP:Iteration 25Q (78569.660000 sec): 3 clusters
  Score: Raw -336840.959954 + Penalty 2589.253387 = -334251.706567
  nChanged 5
		SP:Iteration 26Q (78569.710000 sec): 3 clusters
  Score: Raw -336843.606253 + Penalty 2589.253387 = -334254.352866
  nChanged 9
		SP:Iteration 27Q (78569.770000 sec): 3 clusters
  Score: Raw -336848.311712 + Penalty 2589.253387 = -334259.058325
  nChanged 5
		SP:Iteration 28Q (78569.820000 sec): 3 clusters
  Score: Raw -336850.292654 + Penalty 2589.253387 = -334261.039267
  nChanged 4
		SP:Iteration 29Q (78569.870000 sec): 3 clusters
  Score: Raw -336852.419978 + Penalty 2589.253387 = -334263.166591
  nChanged 3
		SP:Iteration 30Q (78569.920000 sec): 3 clusters
  Score: Raw -336854.173262 + Penalty 2589.253387 = -334264.919875
  nChanged 3
		SP:Iteration 31Q (78569.970000 sec): 3 clusters
  Score: Raw -336855.521787 + Penalty 2589.253387 = -334266.268400
  nChanged 2
		SP:Iteration 32Q (78570.030000 sec): 3 clusters
  Score: Raw -336857.581950 + Penalty 2589.253387 = -334268.328563
  nChanged 3
		SP:Iteration 33Q (78570.080000 sec): 3 clusters
  Score: Raw -336859.411397 + Penalty 2589.253387 = -334270.158010
  nChanged 2
		SP:Iteration 34Q (78570.130000 sec): 3 clusters
  Score: Raw -336861.976965 + Penalty 2589.253387 = -334272.723578
  nChanged 8
		SP:Iteration 35Q (78570.180000 sec): 3 clusters
  Score: Raw -336869.055874 + Penalty 2589.253387 = -334279.802487
  nChanged 6
		SP:Iteration 36Q (78570.230000 sec): 3 clusters
  Score: Raw -336874.511274 + Penalty 2589.253387 = -334285.257887
  nChanged 4
		SP:Iteration 37Q (78570.280000 sec): 3 clusters
  Score: Raw -336877.198254 + Penalty 2589.253387 = -334287.944867
  nChanged 3
		SP:Iteration 38Q (78570.330000 sec): 3 clusters
  Score: Raw -336879.939367 + Penalty 2589.253387 = -334290.685980
  nChanged 1
		SP:Iteration 39Q (78570.390000 sec): 3 clusters
  Score: Raw -336880.630351 + Penalty 2589.253387 = -334291.376964
  nChanged 1
		SP:Iteration 40F (78570.440000 sec): 3 clusters
  Score: Raw -336881.230599 + Penalty 2589.253387 = -334291.977212
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 46 (358 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78570.490000 sec): 2 clusters
  Score: Raw -40390.652857 + Penalty 955.586610 = -39435.066246
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78570.510000 sec): 3 clusters
  Score: Raw -40409.845843 + Penalty 1911.173221 = -38498.672622
  nChanged 69
		SP:Iteration 1F (78570.510000 sec): 3 clusters
  Score: Raw -40576.602308 + Penalty 1911.173221 = -38665.429088
  nChanged 23
		SP:Iteration 2F (78570.520000 sec): 3 clusters
  Score: Raw -40642.569669 + Penalty 1911.173221 = -38731.396449
  nChanged 11
		SP:Iteration 3Q (78570.530000 sec): 3 clusters
  Score: Raw -40682.098381 + Penalty 1911.173221 = -38770.925160
  nChanged 7
		SP:Iteration 4Q (78570.530000 sec): 3 clusters
  Score: Raw -40699.777776 + Penalty 1911.173221 = -38788.604556
  nChanged 6
		SP:Iteration 5Q (78570.540000 sec): 3 clusters
  Score: Raw -40715.561676 + Penalty 1911.173221 = -38804.388455
  nChanged 5
		SP:Iteration 6Q (78570.550000 sec): 3 clusters
  Score: Raw -40738.741689 + Penalty 1911.173221 = -38827.568468
  nChanged 4
		SP:Iteration 7Q (78570.560000 sec): 3 clusters
  Score: Raw -40753.342155 + Penalty 1911.173221 = -38842.168935
  nChanged 3
		SP:Iteration 8Q (78570.570000 sec): 3 clusters
  Score: Raw -40762.603371 + Penalty 1911.173221 = -38851.430150
  nChanged 4
		SP:Iteration 9Q (78570.570000 sec): 3 clusters
  Score: Raw -40771.205616 + Penalty 1911.173221 = -38860.032395
  nChanged 1
		SP:Iteration 10Q (78570.580000 sec): 3 clusters
  Score: Raw -40788.616519 + Penalty 1911.173221 = -38877.443298
  nChanged 3
		SP:Iteration 11Q (78570.590000 sec): 3 clusters
  Score: Raw -40827.603737 + Penalty 1911.173221 = -38916.430517
  nChanged 11
		SP:Iteration 12Q (78570.600000 sec): 3 clusters
  Score: Raw -40866.503510 + Penalty 1911.173221 = -38955.330289
  nChanged 7
		SP:Iteration 13Q (78570.600000 sec): 3 clusters
  Score: Raw -40923.498538 + Penalty 1911.173221 = -39012.325317
  nChanged 13
		SP:Iteration 14Q (78570.610000 sec): 3 clusters
  Score: Raw -40995.401597 + Penalty 1911.173221 = -39084.228376
  nChanged 8
		SP:Iteration 15Q (78570.620000 sec): 3 clusters
  Score: Raw -41023.013098 + Penalty 1911.173221 = -39111.839878
  nChanged 8
		SP:Iteration 16Q (78570.630000 sec): 3 clusters
  Score: Raw -41054.184287 + Penalty 1911.173221 = -39143.011067
  nChanged 4
		SP:Iteration 17Q (78570.630000 sec): 3 clusters
  Score: Raw -41072.568564 + Penalty 1911.173221 = -39161.395343
  nChanged 5
		SP:Iteration 18Q (78570.640000 sec): 3 clusters
  Score: Raw -41105.263099 + Penalty 1911.173221 = -39194.089879
  nChanged 4
		SP:Iteration 19Q (78570.650000 sec): 3 clusters
  Score: Raw -41139.482657 + Penalty 1911.173221 = -39228.309436
  nChanged 2
		SP:Iteration 20F (78570.660000 sec): 3 clusters
  Score: Raw -41152.668653 + Penalty 1911.173221 = -39241.495432
  nChanged 3
		SP:Iteration 21Q (78570.670000 sec): 3 clusters
  Score: Raw -41163.727800 + Penalty 1911.173221 = -39252.554579
  nChanged 0
		SP:Iteration 22F (78570.670000 sec): 3 clusters
  Score: Raw -41163.727800 + Penalty 1911.173221 = -39252.554579
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 47 (1149 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78570.730000 sec): 2 clusters
  Score: Raw -122855.454471 + Penalty 1145.080183 = -121710.374289
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78570.750000 sec): 3 clusters
  Score: Raw -122519.143063 + Penalty 2290.160365 = -120228.982698
  nChanged 351
		SP:Iteration 1F (78570.780000 sec): 3 clusters
  Score: Raw -122936.561473 + Penalty 2290.160365 = -120646.401107
  nChanged 113
		SP:Iteration 2F (78570.800000 sec): 3 clusters
  Score: Raw -123126.692756 + Penalty 2290.160365 = -120836.532390
  nChanged 86
		SP:Iteration 3F (78570.820000 sec): 3 clusters
  Score: Raw -123296.812073 + Penalty 2290.160365 = -121006.651708
  nChanged 56
		SP:Iteration 4Q (78570.840000 sec): 3 clusters
  Score: Raw -123416.633689 + Penalty 2290.160365 = -121126.473324
  nChanged 52
		SP:Iteration 5Q (78570.870000 sec): 3 clusters
  Score: Raw -123526.982012 + Penalty 2290.160365 = -121236.821647
  nChanged 42
		SP:Iteration 6Q (78570.890000 sec): 3 clusters
  Score: Raw -123628.931358 + Penalty 2290.160365 = -121338.770993
  nChanged 37
		SP:Iteration 7Q (78570.910000 sec): 3 clusters
  Score: Raw -123694.875096 + Penalty 2290.160365 = -121404.714731
  nChanged 25
		SP:Iteration 8Q (78570.930000 sec): 3 clusters
  Score: Raw -123739.436913 + Penalty 2290.160365 = -121449.276548
  nChanged 8
		SP:Iteration 9Q (78570.950000 sec): 3 clusters
  Score: Raw -123761.228005 + Penalty 2290.160365 = -121471.067640
  nChanged 15
		SP:Iteration 10Q (78570.970000 sec): 3 clusters
  Score: Raw -123776.960755 + Penalty 2290.160365 = -121486.800390
  nChanged 9
		SP:Iteration 11Q (78570.990000 sec): 3 clusters
  Score: Raw -123784.667559 + Penalty 2290.160365 = -121494.507194
  nChanged 7
		SP:Iteration 12Q (78571.010000 sec): 3 clusters
  Score: Raw -123790.124215 + Penalty 2290.160365 = -121499.963849
  nChanged 1
		SP:Iteration 13Q (78571.030000 sec): 3 clusters
  Score: Raw -123794.276344 + Penalty 2290.160365 = -121504.115979
  nChanged 2
		SP:Iteration 14Q (78571.050000 sec): 3 clusters
  Score: Raw -123798.029163 + Penalty 2290.160365 = -121507.868798
  nChanged 1
		SP:Iteration 15Q (78571.070000 sec): 3 clusters
  Score: Raw -123798.378591 + Penalty 2290.160365 = -121508.218226
  nChanged 0
		SP:Iteration 16F (78571.090000 sec): 3 clusters
  Score: Raw -123800.088862 + Penalty 2290.160365 = -121509.928496
  nChanged 1
		SP:Iteration 17Q (78571.110000 sec): 3 clusters
  Score: Raw -123803.262305 + Penalty 2290.160365 = -121513.101939
  nChanged 2
		SP:Iteration 18Q (78571.130000 sec): 3 clusters
  Score: Raw -123804.536619 + Penalty 2290.160365 = -121514.376253
  nChanged 0
		SP:Iteration 19F (78571.160000 sec): 3 clusters
  Score: Raw -123804.536619 + Penalty 2290.160365 = -121514.376253
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 48 (4538 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78571.240000 sec): 2 clusters
  Score: Raw -538765.672745 + Penalty 1368.289271 = -537397.383474
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78571.350000 sec): 3 clusters
  Score: Raw -536463.826649 + Penalty 2736.578541 = -533727.248107
  nChanged 1840
		SP:Iteration 1F (78571.440000 sec): 3 clusters
  Score: Raw -537462.878870 + Penalty 2736.578541 = -534726.300329
  nChanged 340
		SP:Iteration 2F (78571.530000 sec): 3 clusters
  Score: Raw -537647.104792 + Penalty 2736.578541 = -534910.526250
  nChanged 234
		SP:Iteration 3F (78571.610000 sec): 3 clusters
  Score: Raw -537773.238841 + Penalty 2736.578541 = -535036.660300
  nChanged 208
		SP:Iteration 4Q (78571.700000 sec): 3 clusters
  Score: Raw -537887.762224 + Penalty 2736.578541 = -535151.183683
  nChanged 191
		SP:Iteration 5Q (78571.780000 sec): 3 clusters
  Score: Raw -538001.908249 + Penalty 2736.578541 = -535265.329708
  nChanged 191
		SP:Iteration 6Q (78571.870000 sec): 3 clusters
  Score: Raw -538132.140340 + Penalty 2736.578541 = -535395.561799
  nChanged 176
		SP:Iteration 7Q (78571.950000 sec): 3 clusters
  Score: Raw -538232.313499 + Penalty 2736.578541 = -535495.734958
  nChanged 151
		SP:Iteration 8Q (78572.040000 sec): 3 clusters
  Score: Raw -538308.027188 + Penalty 2736.578541 = -535571.448647
  nChanged 133
		SP:Iteration 9Q (78572.130000 sec): 3 clusters
  Score: Raw -538376.624751 + Penalty 2736.578541 = -535640.046210
  nChanged 120
		SP:Iteration 10Q (78572.210000 sec): 3 clusters
  Score: Raw -538441.905489 + Penalty 2736.578541 = -535705.326948
  nChanged 108
		SP:Iteration 11Q (78572.300000 sec): 3 clusters
  Score: Raw -538497.995133 + Penalty 2736.578541 = -535761.416592
  nChanged 99
		SP:Iteration 12Q (78572.380000 sec): 3 clusters
  Score: Raw -538549.695183 + Penalty 2736.578541 = -535813.116641
  nChanged 108
		SP:Iteration 13Q (78572.470000 sec): 3 clusters
  Score: Raw -538598.930854 + Penalty 2736.578541 = -535862.352313
  nChanged 79
		SP:Iteration 14Q (78572.550000 sec): 3 clusters
  Score: Raw -538637.207571 + Penalty 2736.578541 = -535900.629030
  nChanged 79
		SP:Iteration 15Q (78572.640000 sec): 3 clusters
  Score: Raw -538681.122070 + Penalty 2736.578541 = -535944.543529
  nChanged 71
		SP:Iteration 16Q (78572.730000 sec): 3 clusters
  Score: Raw -538715.129052 + Penalty 2736.578541 = -535978.550510
  nChanged 61
		SP:Iteration 17Q (78572.810000 sec): 3 clusters
  Score: Raw -538753.370669 + Penalty 2736.578541 = -536016.792128
  nChanged 67
		SP:Iteration 18Q (78572.890000 sec): 3 clusters
  Score: Raw -538786.454533 + Penalty 2736.578541 = -536049.875992
  nChanged 59
		SP:Iteration 19Q (78572.980000 sec): 3 clusters
  Score: Raw -538823.839793 + Penalty 2736.578541 = -536087.261252
  nChanged 54
		SP:Iteration 20F (78573.070000 sec): 3 clusters
  Score: Raw -538857.584637 + Penalty 2736.578541 = -536121.006096
  nChanged 58
		SP:Iteration 21Q (78573.150000 sec): 3 clusters
  Score: Raw -538885.788112 + Penalty 2736.578541 = -536149.209570
  nChanged 45
		SP:Iteration 22Q (78573.240000 sec): 3 clusters
  Score: Raw -538906.354620 + Penalty 2736.578541 = -536169.776079
  nChanged 39
		SP:Iteration 23Q (78573.320000 sec): 3 clusters
  Score: Raw -538925.351224 + Penalty 2736.578541 = -536188.772683
  nChanged 25
		SP:Iteration 24Q (78573.410000 sec): 3 clusters
  Score: Raw -538938.669313 + Penalty 2736.578541 = -536202.090772
  nChanged 26
		SP:Iteration 25Q (78573.490000 sec): 3 clusters
  Score: Raw -538949.620379 + Penalty 2736.578541 = -536213.041838
  nChanged 21
		SP:Iteration 26Q (78573.580000 sec): 3 clusters
  Score: Raw -538959.313551 + Penalty 2736.578541 = -536222.735009
  nChanged 18
		SP:Iteration 27Q (78573.660000 sec): 3 clusters
  Score: Raw -538967.501110 + Penalty 2736.578541 = -536230.922569
  nChanged 19
		SP:Iteration 28Q (78573.750000 sec): 3 clusters
  Score: Raw -538978.240206 + Penalty 2736.578541 = -536241.661665
  nChanged 22
		SP:Iteration 29Q (78573.830000 sec): 3 clusters
  Score: Raw -538993.493486 + Penalty 2736.578541 = -536256.914944
  nChanged 25
		SP:Iteration 30Q (78573.910000 sec): 3 clusters
  Score: Raw -539013.146332 + Penalty 2736.578541 = -536276.567791
  nChanged 27
		SP:Iteration 31Q (78573.990000 sec): 3 clusters
  Score: Raw -539037.611603 + Penalty 2736.578541 = -536301.033062
  nChanged 24
		SP:Iteration 32Q (78574.080000 sec): 3 clusters
  Score: Raw -539053.624316 + Penalty 2736.578541 = -536317.045774
  nChanged 23
		SP:Iteration 33Q (78574.160000 sec): 3 clusters
  Score: Raw -539062.513004 + Penalty 2736.578541 = -536325.934463
  nChanged 15
		SP:Iteration 34Q (78574.250000 sec): 3 clusters
  Score: Raw -539070.411152 + Penalty 2736.578541 = -536333.832611
  nChanged 18
		SP:Iteration 35Q (78574.330000 sec): 3 clusters
  Score: Raw -539082.019556 + Penalty 2736.578541 = -536345.441015
  nChanged 19
		SP:Iteration 36Q (78574.410000 sec): 3 clusters
  Score: Raw -539092.188451 + Penalty 2736.578541 = -536355.609910
  nChanged 22
		SP:Iteration 37Q (78574.490000 sec): 3 clusters
  Score: Raw -539102.339147 + Penalty 2736.578541 = -536365.760606
  nChanged 15
		SP:Iteration 38Q (78574.580000 sec): 3 clusters
  Score: Raw -539110.505072 + Penalty 2736.578541 = -536373.926530
  nChanged 16
		SP:Iteration 39Q (78574.660000 sec): 3 clusters
  Score: Raw -539119.171018 + Penalty 2736.578541 = -536382.592477
  nChanged 10
		SP:Iteration 40F (78574.750000 sec): 3 clusters
  Score: Raw -539121.855257 + Penalty 2736.578541 = -536385.276715
  nChanged 3
		SP:Iteration 41Q (78574.830000 sec): 3 clusters
  Score: Raw -539123.016136 + Penalty 2736.578541 = -536386.437594
  nChanged 3
		SP:Iteration 42Q (78574.910000 sec): 3 clusters
  Score: Raw -539124.475743 + Penalty 2736.578541 = -536387.897202
  nChanged 5
		SP:Iteration 43Q (78574.990000 sec): 3 clusters
  Score: Raw -539125.621553 + Penalty 2736.578541 = -536389.043011
  nChanged 3
		SP:Iteration 44Q (78575.080000 sec): 3 clusters
  Score: Raw -539126.137621 + Penalty 2736.578541 = -536389.559079
  nChanged 3
		SP:Iteration 45Q (78575.160000 sec): 3 clusters
  Score: Raw -539127.610501 + Penalty 2736.578541 = -536391.031960
  nChanged 2
		SP:Iteration 46Q (78575.240000 sec): 3 clusters
  Score: Raw -539127.989416 + Penalty 2736.578541 = -536391.410875
  nChanged 2
		SP:Iteration 47Q (78575.330000 sec): 3 clusters
  Score: Raw -539128.256412 + Penalty 2736.578541 = -536391.677870
  nChanged 0
		SP:Iteration 48F (78575.410000 sec): 3 clusters
  Score: Raw -539128.256412 + Penalty 2736.578541 = -536391.677870
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 49 (351 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78575.470000 sec): 2 clusters
  Score: Raw -41496.594309 + Penalty 952.377761 = -40544.216548
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78575.480000 sec): 3 clusters
  Score: Raw -41509.907761 + Penalty 1904.755523 = -39605.152239
  nChanged 60
		SP:Iteration 1F (78575.490000 sec): 3 clusters
  Score: Raw -41625.562749 + Penalty 1904.755523 = -39720.807227
  nChanged 20
		SP:Iteration 2F (78575.490000 sec): 3 clusters
  Score: Raw -41660.346774 + Penalty 1904.755523 = -39755.591252
  nChanged 8
		SP:Iteration 3Q (78575.500000 sec): 3 clusters
  Score: Raw -41678.504061 + Penalty 1904.755523 = -39773.748539
  nChanged 13
		SP:Iteration 4Q (78575.510000 sec): 3 clusters
  Score: Raw -41713.086660 + Penalty 1904.755523 = -39808.331138
  nChanged 8
		SP:Iteration 5Q (78575.520000 sec): 3 clusters
  Score: Raw -41731.257653 + Penalty 1904.755523 = -39826.502131
  nChanged 4
		SP:Iteration 6Q (78575.530000 sec): 3 clusters
  Score: Raw -41738.794477 + Penalty 1904.755523 = -39834.038954
  nChanged 4
		SP:Iteration 7Q (78575.530000 sec): 3 clusters
  Score: Raw -41748.987318 + Penalty 1904.755523 = -39844.231796
  nChanged 0
		SP:Iteration 8F (78575.540000 sec): 3 clusters
  Score: Raw -41748.987318 + Penalty 1904.755523 = -39844.231796
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 50 (2087 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78575.610000 sec): 2 clusters
  Score: Raw -232885.432691 + Penalty 1242.065972 = -231643.366718
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78575.650000 sec): 3 clusters
  Score: Raw -232023.733529 + Penalty 2484.131945 = -229539.601584
  nChanged 731
		SP:Iteration 1F (78575.690000 sec): 3 clusters
  Score: Raw -232554.796995 + Penalty 2484.131945 = -230070.665050
  nChanged 178
		SP:Iteration 2F (78575.730000 sec): 3 clusters
  Score: Raw -232715.827233 + Penalty 2484.131945 = -230231.695289
  nChanged 128
		SP:Iteration 3F (78575.760000 sec): 3 clusters
  Score: Raw -232838.116585 + Penalty 2484.131945 = -230353.984641
  nChanged 87
		SP:Iteration 4Q (78575.800000 sec): 3 clusters
  Score: Raw -232921.957714 + Penalty 2484.131945 = -230437.825770
  nChanged 80
		SP:Iteration 5Q (78575.840000 sec): 3 clusters
  Score: Raw -232989.811434 + Penalty 2484.131945 = -230505.679489
  nChanged 65
		SP:Iteration 6Q (78575.880000 sec): 3 clusters
  Score: Raw -233042.435560 + Penalty 2484.131945 = -230558.303616
  nChanged 55
		SP:Iteration 7Q (78575.910000 sec): 3 clusters
  Score: Raw -233077.116788 + Penalty 2484.131945 = -230592.984843
  nChanged 35
		SP:Iteration 8Q (78575.950000 sec): 3 clusters
  Score: Raw -233101.621713 + Penalty 2484.131945 = -230617.489768
  nChanged 33
		SP:Iteration 9Q (78575.990000 sec): 3 clusters
  Score: Raw -233127.343842 + Penalty 2484.131945 = -230643.211897
  nChanged 30
		SP:Iteration 10Q (78576.030000 sec): 3 clusters
  Score: Raw -233152.502459 + Penalty 2484.131945 = -230668.370514
  nChanged 32
		SP:Iteration 11Q (78576.070000 sec): 3 clusters
  Score: Raw -233172.679339 + Penalty 2484.131945 = -230688.547394
  nChanged 22
		SP:Iteration 12Q (78576.100000 sec): 3 clusters
  Score: Raw -233192.589050 + Penalty 2484.131945 = -230708.457105
  nChanged 26
		SP:Iteration 13Q (78576.140000 sec): 3 clusters
  Score: Raw -233211.984898 + Penalty 2484.131945 = -230727.852953
  nChanged 20
		SP:Iteration 14Q (78576.180000 sec): 3 clusters
  Score: Raw -233225.236214 + Penalty 2484.131945 = -230741.104270
  nChanged 14
		SP:Iteration 15Q (78576.210000 sec): 3 clusters
  Score: Raw -233236.300361 + Penalty 2484.131945 = -230752.168417
  nChanged 16
		SP:Iteration 16Q (78576.250000 sec): 3 clusters
  Score: Raw -233253.133825 + Penalty 2484.131945 = -230769.001880
  nChanged 18
		SP:Iteration 17Q (78576.290000 sec): 3 clusters
  Score: Raw -233273.470956 + Penalty 2484.131945 = -230789.339011
  nChanged 18
		SP:Iteration 18Q (78576.330000 sec): 3 clusters
  Score: Raw -233289.681080 + Penalty 2484.131945 = -230805.549135
  nChanged 11
		SP:Iteration 19Q (78576.370000 sec): 3 clusters
  Score: Raw -233297.524427 + Penalty 2484.131945 = -230813.392483
  nChanged 12
		SP:Iteration 20F (78576.410000 sec): 3 clusters
  Score: Raw -233308.555731 + Penalty 2484.131945 = -230824.423786
  nChanged 15
		SP:Iteration 21Q (78576.450000 sec): 3 clusters
  Score: Raw -233325.199159 + Penalty 2484.131945 = -230841.067214
  nChanged 11
		SP:Iteration 22Q (78576.480000 sec): 3 clusters
  Score: Raw -233334.113506 + Penalty 2484.131945 = -230849.981562
  nChanged 12
		SP:Iteration 23Q (78576.520000 sec): 3 clusters
  Score: Raw -233346.741073 + Penalty 2484.131945 = -230862.609128
  nChanged 13
		SP:Iteration 24Q (78576.560000 sec): 3 clusters
  Score: Raw -233355.624802 + Penalty 2484.131945 = -230871.492857
  nChanged 5
		SP:Iteration 25Q (78576.600000 sec): 3 clusters
  Score: Raw -233357.941763 + Penalty 2484.131945 = -230873.809818
  nChanged 6
		SP:Iteration 26Q (78576.630000 sec): 3 clusters
  Score: Raw -233360.876512 + Penalty 2484.131945 = -230876.744568
  nChanged 2
		SP:Iteration 27Q (78576.670000 sec): 3 clusters
  Score: Raw -233362.560150 + Penalty 2484.131945 = -230878.428206
  nChanged 2
		SP:Iteration 28Q (78576.700000 sec): 3 clusters
  Score: Raw -233363.755876 + Penalty 2484.131945 = -230879.623931
  nChanged 1
		SP:Iteration 29Q (78576.740000 sec): 3 clusters
  Score: Raw -233364.894280 + Penalty 2484.131945 = -230880.762336
  nChanged 1
		SP:Iteration 30Q (78576.780000 sec): 3 clusters
  Score: Raw -233365.667191 + Penalty 2484.131945 = -230881.535247
  nChanged 3
		SP:Iteration 31Q (78576.820000 sec): 3 clusters
  Score: Raw -233367.931783 + Penalty 2484.131945 = -230883.799838
  nChanged 1
		SP:Iteration 32Q (78576.850000 sec): 3 clusters
  Score: Raw -233368.192003 + Penalty 2484.131945 = -230884.060059
  nChanged 0
		SP:Iteration 33F (78576.890000 sec): 3 clusters
  Score: Raw -233368.192003 + Penalty 2484.131945 = -230884.060059
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 51 (2511 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78576.960000 sec): 2 clusters
  Score: Raw -299654.880059 + Penalty 1272.120908 = -298382.759151
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78577.000000 sec): 3 clusters
  Score: Raw -298547.982396 + Penalty 2544.241817 = -296003.740579
  nChanged 940
		SP:Iteration 1F (78577.050000 sec): 3 clusters
  Score: Raw -299139.482559 + Penalty 2544.241817 = -296595.240742
  nChanged 199
		SP:Iteration 2F (78577.100000 sec): 3 clusters
  Score: Raw -299279.179048 + Penalty 2544.241817 = -296734.937231
  nChanged 129
		SP:Iteration 3F (78577.140000 sec): 3 clusters
  Score: Raw -299370.101717 + Penalty 2544.241817 = -296825.859900
  nChanged 96
		SP:Iteration 4Q (78577.190000 sec): 3 clusters
  Score: Raw -299442.714239 + Penalty 2544.241817 = -296898.472422
  nChanged 83
		SP:Iteration 5Q (78577.240000 sec): 3 clusters
  Score: Raw -299499.399643 + Penalty 2544.241817 = -296955.157827
  nChanged 79
		SP:Iteration 6Q (78577.280000 sec): 3 clusters
  Score: Raw -299565.310800 + Penalty 2544.241817 = -297021.068983
  nChanged 82
		SP:Iteration 7Q (78577.330000 sec): 3 clusters
  Score: Raw -299623.784841 + Penalty 2544.241817 = -297079.543025
  nChanged 69
		SP:Iteration 8Q (78577.370000 sec): 3 clusters
  Score: Raw -299668.555393 + Penalty 2544.241817 = -297124.313577
  nChanged 67
		SP:Iteration 9Q (78577.420000 sec): 3 clusters
  Score: Raw -299711.031386 + Penalty 2544.241817 = -297166.789569
  nChanged 65
		SP:Iteration 10Q (78577.460000 sec): 3 clusters
  Score: Raw -299748.053227 + Penalty 2544.241817 = -297203.811410
  nChanged 58
		SP:Iteration 11Q (78577.510000 sec): 3 clusters
  Score: Raw -299786.023234 + Penalty 2544.241817 = -297241.781418
  nChanged 44
		SP:Iteration 12Q (78577.560000 sec): 3 clusters
  Score: Raw -299813.042185 + Penalty 2544.241817 = -297268.800368
  nChanged 37
		SP:Iteration 13Q (78577.600000 sec): 3 clusters
  Score: Raw -299837.157815 + Penalty 2544.241817 = -297292.915998
  nChanged 35
		SP:Iteration 14Q (78577.640000 sec): 3 clusters
  Score: Raw -299859.670086 + Penalty 2544.241817 = -297315.428269
  nChanged 29
		SP:Iteration 15Q (78577.690000 sec): 3 clusters
  Score: Raw -299884.128294 + Penalty 2544.241817 = -297339.886477
  nChanged 27
		SP:Iteration 16Q (78577.740000 sec): 3 clusters
  Score: Raw -299916.467684 + Penalty 2544.241817 = -297372.225868
  nChanged 33
		SP:Iteration 17Q (78577.780000 sec): 3 clusters
  Score: Raw -299943.557945 + Penalty 2544.241817 = -297399.316129
  nChanged 21
		SP:Iteration 18Q (78577.820000 sec): 3 clusters
  Score: Raw -299958.697819 + Penalty 2544.241817 = -297414.456003
  nChanged 19
		SP:Iteration 19Q (78577.870000 sec): 3 clusters
  Score: Raw -299972.062452 + Penalty 2544.241817 = -297427.820635
  nChanged 10
		SP:Iteration 20F (78577.920000 sec): 3 clusters
  Score: Raw -299977.171863 + Penalty 2544.241817 = -297432.930047
  nChanged 9
		SP:Iteration 21Q (78577.960000 sec): 3 clusters
  Score: Raw -299983.608976 + Penalty 2544.241817 = -297439.367159
  nChanged 10
		SP:Iteration 22Q (78578.000000 sec): 3 clusters
  Score: Raw -299988.399652 + Penalty 2544.241817 = -297444.157835
  nChanged 10
		SP:Iteration 23Q (78578.050000 sec): 3 clusters
  Score: Raw -299997.098907 + Penalty 2544.241817 = -297452.857090
  nChanged 8
		SP:Iteration 24Q (78578.100000 sec): 3 clusters
  Score: Raw -300002.916233 + Penalty 2544.241817 = -297458.674416
  nChanged 11
		SP:Iteration 25Q (78578.140000 sec): 3 clusters
  Score: Raw -300009.496512 + Penalty 2544.241817 = -297465.254695
  nChanged 12
		SP:Iteration 26Q (78578.190000 sec): 3 clusters
  Score: Raw -300015.841530 + Penalty 2544.241817 = -297471.599713
  nChanged 9
		SP:Iteration 27Q (78578.230000 sec): 3 clusters
  Score: Raw -300021.343686 + Penalty 2544.241817 = -297477.101869
  nChanged 12
		SP:Iteration 28Q (78578.280000 sec): 3 clusters
  Score: Raw -300029.479375 + Penalty 2544.241817 = -297485.237558
  nChanged 11
		SP:Iteration 29Q (78578.320000 sec): 3 clusters
  Score: Raw -300035.809997 + Penalty 2544.241817 = -297491.568181
  nChanged 9
		SP:Iteration 30Q (78578.370000 sec): 3 clusters
  Score: Raw -300040.596357 + Penalty 2544.241817 = -297496.354541
  nChanged 6
		SP:Iteration 31Q (78578.410000 sec): 3 clusters
  Score: Raw -300044.080142 + Penalty 2544.241817 = -297499.838326
  nChanged 6
		SP:Iteration 32Q (78578.460000 sec): 3 clusters
  Score: Raw -300049.780722 + Penalty 2544.241817 = -297505.538906
  nChanged 8
		SP:Iteration 33Q (78578.500000 sec): 3 clusters
  Score: Raw -300055.215393 + Penalty 2544.241817 = -297510.973577
  nChanged 7
		SP:Iteration 34Q (78578.540000 sec): 3 clusters
  Score: Raw -300059.995689 + Penalty 2544.241817 = -297515.753873
  nChanged 5
		SP:Iteration 35Q (78578.590000 sec): 3 clusters
  Score: Raw -300062.901624 + Penalty 2544.241817 = -297518.659808
  nChanged 7
		SP:Iteration 36Q (78578.640000 sec): 3 clusters
  Score: Raw -300066.559175 + Penalty 2544.241817 = -297522.317359
  nChanged 4
		SP:Iteration 37Q (78578.680000 sec): 3 clusters
  Score: Raw -300070.893020 + Penalty 2544.241817 = -297526.651203
  nChanged 7
		SP:Iteration 38Q (78578.720000 sec): 3 clusters
  Score: Raw -300075.193143 + Penalty 2544.241817 = -297530.951326
  nChanged 3
		SP:Iteration 39Q (78578.770000 sec): 3 clusters
  Score: Raw -300077.036904 + Penalty 2544.241817 = -297532.795087
  nChanged 3
		SP:Iteration 40F (78578.820000 sec): 3 clusters
  Score: Raw -300080.748656 + Penalty 2544.241817 = -297536.506839
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 52 (14604 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78578.990000 sec): 2 clusters
  Score: Raw -1742518.703412 + Penalty 1558.220746 = -1740960.482667
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78579.180000 sec): 3 clusters
  Score: Raw -1733963.125570 + Penalty 3116.441491 = -1730846.684078
  nChanged 6501
		SP:Iteration 1F (78579.380000 sec): 3 clusters
  Score: Raw -1737364.464664 + Penalty 3116.441491 = -1734248.023172
  nChanged 880
		SP:Iteration 2F (78579.580000 sec): 3 clusters
  Score: Raw -1737761.473852 + Penalty 3116.441491 = -1734645.032361
  nChanged 888
		SP:Iteration 3F (78579.780000 sec): 3 clusters
  Score: Raw -1738259.797187 + Penalty 3116.441491 = -1735143.355696
  nChanged 1013
		SP:Iteration 4F (78579.970000 sec): 3 clusters
  Score: Raw -1738939.599316 + Penalty 3116.441491 = -1735823.157824
  nChanged 1092
		SP:Iteration 5F (78580.170000 sec): 3 clusters
  Score: Raw -1739816.066635 + Penalty 3116.441491 = -1736699.625143
  nChanged 1102
		SP:Iteration 6F (78580.370000 sec): 3 clusters
  Score: Raw -1740811.279097 + Penalty 3116.441491 = -1737694.837606
  nChanged 859
		SP:Iteration 7F (78580.570000 sec): 3 clusters
  Score: Raw -1741624.535829 + Penalty 3116.441491 = -1738508.094337
  nChanged 561
		SP:Iteration 8Q (78580.760000 sec): 3 clusters
  Score: Raw -1742145.090606 + Penalty 3116.441491 = -1739028.649115
  nChanged 286
		SP:Iteration 9Q (78580.950000 sec): 3 clusters
  Score: Raw -1742412.124508 + Penalty 3116.441491 = -1739295.683016
  nChanged 128
		SP:Iteration 10Q (78581.180000 sec): 3 clusters
  Score: Raw -1742536.740677 + Penalty 3116.441491 = -1739420.299186
  nChanged 65
		SP:Iteration 11Q (78581.370000 sec): 3 clusters
  Score: Raw -1742616.490382 + Penalty 3116.441491 = -1739500.048891
  nChanged 43
		SP:Iteration 12Q (78581.600000 sec): 3 clusters
  Score: Raw -1742661.812647 + Penalty 3116.441491 = -1739545.371156
  nChanged 19
		SP:Iteration 13Q (78581.780000 sec): 3 clusters
  Score: Raw -1742688.517469 + Penalty 3116.441491 = -1739572.075978
  nChanged 18
		SP:Iteration 14Q (78581.950000 sec): 3 clusters
  Score: Raw -1742710.735960 + Penalty 3116.441491 = -1739594.294468
  nChanged 8
		SP:Iteration 15Q (78582.170000 sec): 3 clusters
  Score: Raw -1742724.851761 + Penalty 3116.441491 = -1739608.410270
  nChanged 9
		SP:Iteration 16Q (78582.390000 sec): 3 clusters
  Score: Raw -1742740.182373 + Penalty 3116.441491 = -1739623.740881
  nChanged 9
		SP:Iteration 17Q (78582.610000 sec): 3 clusters
  Score: Raw -1742749.983056 + Penalty 3116.441491 = -1739633.541565
  nChanged 2
		SP:Iteration 18Q (78582.790000 sec): 3 clusters
  Score: Raw -1742753.829465 + Penalty 3116.441491 = -1739637.387974
  nChanged 2
		SP:Iteration 19Q (78583.020000 sec): 3 clusters
  Score: Raw -1742757.018979 + Penalty 3116.441491 = -1739640.577488
  nChanged 1
		SP:Iteration 20F (78583.220000 sec): 3 clusters
  Score: Raw -1742757.508036 + Penalty 3116.441491 = -1739641.066544
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 53 (5581 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78583.300000 sec): 2 clusters
  Score: Raw -699442.474517 + Penalty 1401.907528 = -698040.566989
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78583.410000 sec): 3 clusters
  Score: Raw -696431.670629 + Penalty 2803.815057 = -693627.855572
  nChanged 2342
		SP:Iteration 1F (78583.500000 sec): 3 clusters
  Score: Raw -697778.335157 + Penalty 2803.815057 = -694974.520100
  nChanged 472
		SP:Iteration 2F (78583.600000 sec): 3 clusters
  Score: Raw -698093.850324 + Penalty 2803.815057 = -695290.035268
  nChanged 396
		SP:Iteration 3F (78583.690000 sec): 3 clusters
  Score: Raw -698391.820783 + Penalty 2803.815057 = -695588.005727
  nChanged 345
		SP:Iteration 4F (78583.790000 sec): 3 clusters
  Score: Raw -698632.498955 + Penalty 2803.815057 = -695828.683898
  nChanged 302
		SP:Iteration 5F (78583.880000 sec): 3 clusters
  Score: Raw -698826.749697 + Penalty 2803.815057 = -696022.934640
  nChanged 249
		SP:Iteration 6Q (78583.980000 sec): 3 clusters
  Score: Raw -698973.812830 + Penalty 2803.815057 = -696169.997773
  nChanged 167
		SP:Iteration 7Q (78584.070000 sec): 3 clusters
  Score: Raw -699073.759200 + Penalty 2803.815057 = -696269.944144
  nChanged 135
		SP:Iteration 8Q (78584.170000 sec): 3 clusters
  Score: Raw -699153.241617 + Penalty 2803.815057 = -696349.426560
  nChanged 113
		SP:Iteration 9Q (78584.260000 sec): 3 clusters
  Score: Raw -699213.922842 + Penalty 2803.815057 = -696410.107785
  nChanged 99
		SP:Iteration 10Q (78584.360000 sec): 3 clusters
  Score: Raw -699264.213606 + Penalty 2803.815057 = -696460.398550
  nChanged 76
		SP:Iteration 11Q (78584.450000 sec): 3 clusters
  Score: Raw -699306.697138 + Penalty 2803.815057 = -696502.882081
  nChanged 71
		SP:Iteration 12Q (78584.550000 sec): 3 clusters
  Score: Raw -699343.414571 + Penalty 2803.815057 = -696539.599514
  nChanged 59
		SP:Iteration 13Q (78584.640000 sec): 3 clusters
  Score: Raw -699374.454710 + Penalty 2803.815057 = -696570.639653
  nChanged 52
		SP:Iteration 14Q (78584.730000 sec): 3 clusters
  Score: Raw -699404.413944 + Penalty 2803.815057 = -696600.598887
  nChanged 37
		SP:Iteration 15Q (78584.830000 sec): 3 clusters
  Score: Raw -699423.492057 + Penalty 2803.815057 = -696619.677001
  nChanged 32
		SP:Iteration 16Q (78584.920000 sec): 3 clusters
  Score: Raw -699439.543604 + Penalty 2803.815057 = -696635.728547
  nChanged 26
		SP:Iteration 17Q (78585.010000 sec): 3 clusters
  Score: Raw -699451.527255 + Penalty 2803.815057 = -696647.712198
  nChanged 23
		SP:Iteration 18Q (78585.110000 sec): 3 clusters
  Score: Raw -699464.019468 + Penalty 2803.815057 = -696660.204411
  nChanged 21
		SP:Iteration 19Q (78585.200000 sec): 3 clusters
  Score: Raw -699477.792778 + Penalty 2803.815057 = -696673.977721
  nChanged 26
		SP:Iteration 20F (78585.300000 sec): 3 clusters
  Score: Raw -699489.672870 + Penalty 2803.815057 = -696685.857813
  nChanged 14
		SP:Iteration 21Q (78585.390000 sec): 3 clusters
  Score: Raw -699498.751308 + Penalty 2803.815057 = -696694.936251
  nChanged 16
		SP:Iteration 22Q (78585.480000 sec): 3 clusters
  Score: Raw -699507.917004 + Penalty 2803.815057 = -696704.101948
  nChanged 12
		SP:Iteration 23Q (78585.580000 sec): 3 clusters
  Score: Raw -699514.467697 + Penalty 2803.815057 = -696710.652640
  nChanged 10
		SP:Iteration 24Q (78585.670000 sec): 3 clusters
  Score: Raw -699519.387362 + Penalty 2803.815057 = -696715.572306
  nChanged 9
		SP:Iteration 25Q (78585.760000 sec): 3 clusters
  Score: Raw -699522.710942 + Penalty 2803.815057 = -696718.895886
  nChanged 5
		SP:Iteration 26Q (78585.860000 sec): 3 clusters
  Score: Raw -699524.483428 + Penalty 2803.815057 = -696720.668372
  nChanged 3
		SP:Iteration 27Q (78585.950000 sec): 3 clusters
  Score: Raw -699526.293294 + Penalty 2803.815057 = -696722.478237
  nChanged 5
		SP:Iteration 28Q (78586.040000 sec): 3 clusters
  Score: Raw -699528.242396 + Penalty 2803.815057 = -696724.427340
  nChanged 2
		SP:Iteration 29Q (78586.130000 sec): 3 clusters
  Score: Raw -699528.932719 + Penalty 2803.815057 = -696725.117662
  nChanged 4
		SP:Iteration 30Q (78586.230000 sec): 3 clusters
  Score: Raw -699530.837901 + Penalty 2803.815057 = -696727.022845
  nChanged 7
		SP:Iteration 31Q (78586.320000 sec): 3 clusters
  Score: Raw -699533.747176 + Penalty 2803.815057 = -696729.932119
  nChanged 2
		SP:Iteration 32Q (78586.410000 sec): 3 clusters
  Score: Raw -699534.952492 + Penalty 2803.815057 = -696731.137435
  nChanged 3
		SP:Iteration 33Q (78586.510000 sec): 3 clusters
  Score: Raw -699536.106016 + Penalty 2803.815057 = -696732.290960
  nChanged 1
		SP:Iteration 34Q (78586.600000 sec): 3 clusters
  Score: Raw -699536.644048 + Penalty 2803.815057 = -696732.828991
  nChanged 2
		SP:Iteration 35Q (78586.690000 sec): 3 clusters
  Score: Raw -699537.425516 + Penalty 2803.815057 = -696733.610460
  nChanged 2
		SP:Iteration 36Q (78586.790000 sec): 3 clusters
  Score: Raw -699538.664915 + Penalty 2803.815057 = -696734.849859
  nChanged 3
		SP:Iteration 37Q (78586.880000 sec): 3 clusters
  Score: Raw -699540.376522 + Penalty 2803.815057 = -696736.561465
  nChanged 5
		SP:Iteration 38Q (78586.970000 sec): 3 clusters
  Score: Raw -699543.887373 + Penalty 2803.815057 = -696740.072317
  nChanged 6
		SP:Iteration 39Q (78587.070000 sec): 3 clusters
  Score: Raw -699547.252868 + Penalty 2803.815057 = -696743.437812
  nChanged 6
		SP:Iteration 40F (78587.160000 sec): 3 clusters
  Score: Raw -699550.226624 + Penalty 2803.815057 = -696746.411568
  nChanged 5
		SP:Iteration 41Q (78587.250000 sec): 3 clusters
  Score: Raw -699551.794717 + Penalty 2803.815057 = -696747.979660
  nChanged 4
		SP:Iteration 42Q (78587.350000 sec): 3 clusters
  Score: Raw -699555.265496 + Penalty 2803.815057 = -696751.450439
  nChanged 8
		SP:Iteration 43Q (78587.440000 sec): 3 clusters
  Score: Raw -699559.272547 + Penalty 2803.815057 = -696755.457490
  nChanged 5
		SP:Iteration 44Q (78587.530000 sec): 3 clusters
  Score: Raw -699562.560715 + Penalty 2803.815057 = -696758.745659
  nChanged 7
		SP:Iteration 45Q (78587.620000 sec): 3 clusters
  Score: Raw -699566.627040 + Penalty 2803.815057 = -696762.811984
  nChanged 5
		SP:Iteration 46Q (78587.710000 sec): 3 clusters
  Score: Raw -699570.102842 + Penalty 2803.815057 = -696766.287786
  nChanged 10
		SP:Iteration 47Q (78587.810000 sec): 3 clusters
  Score: Raw -699577.849687 + Penalty 2803.815057 = -696774.034631
  nChanged 9
		SP:Iteration 48Q (78587.900000 sec): 3 clusters
  Score: Raw -699582.188659 + Penalty 2803.815057 = -696778.373603
  nChanged 6
		SP:Iteration 49Q (78587.990000 sec): 3 clusters
  Score: Raw -699585.407197 + Penalty 2803.815057 = -696781.592141
  nChanged 6
		SP:Iteration 50Q (78588.080000 sec): 3 clusters
  Score: Raw -699588.217717 + Penalty 2803.815057 = -696784.402660
  nChanged 7
		SP:Iteration 51Q (78588.170000 sec): 3 clusters
  Score: Raw -699591.723333 + Penalty 2803.815057 = -696787.908277
  nChanged 5
		SP:Iteration 52Q (78588.270000 sec): 3 clusters
  Score: Raw -699593.883747 + Penalty 2803.815057 = -696790.068690
  nChanged 8
		SP:Iteration 53Q (78588.360000 sec): 3 clusters
  Score: Raw -699597.462953 + Penalty 2803.815057 = -696793.647896
  nChanged 7
		SP:Iteration 54Q (78588.450000 sec): 3 clusters
  Score: Raw -699602.381788 + Penalty 2803.815057 = -696798.566732
  nChanged 5
		SP:Iteration 55Q (78588.540000 sec): 3 clusters
  Score: Raw -699604.991251 + Penalty 2803.815057 = -696801.176194
  nChanged 3
		SP:Iteration 56Q (78588.630000 sec): 3 clusters
  Score: Raw -699605.907660 + Penalty 2803.815057 = -696802.092604
  nChanged 2
		SP:Iteration 57Q (78588.730000 sec): 3 clusters
  Score: Raw -699607.167156 + Penalty 2803.815057 = -696803.352099
  nChanged 2
		SP:Iteration 58Q (78588.820000 sec): 3 clusters
  Score: Raw -699608.083233 + Penalty 2803.815057 = -696804.268176
  nChanged 1
		SP:Iteration 59Q (78588.910000 sec): 3 clusters
  Score: Raw -699608.689518 + Penalty 2803.815057 = -696804.874462
  nChanged 2
		SP:Iteration 60F (78589.010000 sec): 3 clusters
  Score: Raw -699609.596691 + Penalty 2803.815057 = -696805.781634
  nChanged 2
		SP:Iteration 61Q (78589.100000 sec): 3 clusters
  Score: Raw -699610.132809 + Penalty 2803.815057 = -696806.317752
  nChanged 1
		SP:Iteration 62Q (78589.190000 sec): 3 clusters
  Score: Raw -699610.312501 + Penalty 2803.815057 = -696806.497444
  nChanged 0
		SP:Iteration 63F (78589.290000 sec): 3 clusters
  Score: Raw -699610.312501 + Penalty 2803.815057 = -696806.497444
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 54 (17822 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78589.490000 sec): 2 clusters
  Score: Raw -2060144.320238 + Penalty 1590.580701 = -2058553.739537
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78589.750000 sec): 3 clusters
  Score: Raw -2049657.755007 + Penalty 3181.161402 = -2046476.593605
  nChanged 8023
		SP:Iteration 1F (78589.980000 sec): 3 clusters
  Score: Raw -2054100.080267 + Penalty 3181.161402 = -2050918.918866
  nChanged 1171
		SP:Iteration 2F (78590.230000 sec): 3 clusters
  Score: Raw -2054701.842963 + Penalty 3181.161402 = -2051520.681562
  nChanged 1100
		SP:Iteration 3F (78590.470000 sec): 3 clusters
  Score: Raw -2055311.040258 + Penalty 3181.161402 = -2052129.878856
  nChanged 1044
		SP:Iteration 4F (78590.720000 sec): 3 clusters
  Score: Raw -2055922.204154 + Penalty 3181.161402 = -2052741.042753
  nChanged 989
		SP:Iteration 5F (78590.940000 sec): 3 clusters
  Score: Raw -2056589.827116 + Penalty 3181.161402 = -2053408.665715
  nChanged 992
		SP:Iteration 6F (78591.190000 sec): 3 clusters
  Score: Raw -2057325.078302 + Penalty 3181.161402 = -2054143.916901
  nChanged 889
		SP:Iteration 7Q (78591.430000 sec): 3 clusters
  Score: Raw -2057992.072743 + Penalty 3181.161402 = -2054810.911341
  nChanged 772
		SP:Iteration 8Q (78591.670000 sec): 3 clusters
  Score: Raw -2058578.431040 + Penalty 3181.161402 = -2055397.269638
  nChanged 624
		SP:Iteration 9Q (78591.900000 sec): 3 clusters
  Score: Raw -2059028.365924 + Penalty 3181.161402 = -2055847.204522
  nChanged 505
		SP:Iteration 10Q (78592.150000 sec): 3 clusters
  Score: Raw -2059386.662509 + Penalty 3181.161402 = -2056205.501107
  nChanged 405
		SP:Iteration 11Q (78592.360000 sec): 3 clusters
  Score: Raw -2059686.905605 + Penalty 3181.161402 = -2056505.744203
  nChanged 341
		SP:Iteration 12Q (78592.600000 sec): 3 clusters
  Score: Raw -2059950.046379 + Penalty 3181.161402 = -2056768.884977
  nChanged 290
		SP:Iteration 13Q (78592.800000 sec): 3 clusters
  Score: Raw -2060187.191035 + Penalty 3181.161402 = -2057006.029634
  nChanged 204
		SP:Iteration 14Q (78593.000000 sec): 3 clusters
  Score: Raw -2060351.283576 + Penalty 3181.161402 = -2057170.122174
  nChanged 171
		SP:Iteration 15Q (78593.210000 sec): 3 clusters
  Score: Raw -2060474.036306 + Penalty 3181.161402 = -2057292.874904
  nChanged 128
		SP:Iteration 16Q (78593.450000 sec): 3 clusters
  Score: Raw -2060562.550309 + Penalty 3181.161402 = -2057381.388907
  nChanged 108
		SP:Iteration 17Q (78593.650000 sec): 3 clusters
  Score: Raw -2060631.357996 + Penalty 3181.161402 = -2057450.196595
  nChanged 91
		SP:Iteration 18Q (78593.860000 sec): 3 clusters
  Score: Raw -2060695.805815 + Penalty 3181.161402 = -2057514.644413
  nChanged 75
		SP:Iteration 19Q (78594.100000 sec): 3 clusters
  Score: Raw -2060751.384732 + Penalty 3181.161402 = -2057570.223331
  nChanged 61
		SP:Iteration 20F (78594.310000 sec): 3 clusters
  Score: Raw -2060792.400285 + Penalty 3181.161402 = -2057611.238884
  nChanged 34
		SP:Iteration 21Q (78594.530000 sec): 3 clusters
  Score: Raw -2060813.874607 + Penalty 3181.161402 = -2057632.713205
  nChanged 35
		SP:Iteration 22Q (78594.760000 sec): 3 clusters
  Score: Raw -2060840.156167 + Penalty 3181.161402 = -2057658.994766
  nChanged 38
		SP:Iteration 23Q (78595.010000 sec): 3 clusters
  Score: Raw -2060865.917633 + Penalty 3181.161402 = -2057684.756232
  nChanged 27
		SP:Iteration 24Q (78595.240000 sec): 3 clusters
  Score: Raw -2060879.245281 + Penalty 3181.161402 = -2057698.083879
  nChanged 17
		SP:Iteration 25Q (78595.450000 sec): 3 clusters
  Score: Raw -2060886.385133 + Penalty 3181.161402 = -2057705.223731
  nChanged 18
		SP:Iteration 26Q (78595.690000 sec): 3 clusters
  Score: Raw -2060896.808808 + Penalty 3181.161402 = -2057715.647406
  nChanged 16
		SP:Iteration 27Q (78595.890000 sec): 3 clusters
  Score: Raw -2060907.794363 + Penalty 3181.161402 = -2057726.632962
  nChanged 26
		SP:Iteration 28Q (78596.090000 sec): 3 clusters
  Score: Raw -2060919.994218 + Penalty 3181.161402 = -2057738.832816
  nChanged 19
		SP:Iteration 29Q (78596.300000 sec): 3 clusters
  Score: Raw -2060929.566287 + Penalty 3181.161402 = -2057748.404885
  nChanged 20
		SP:Iteration 30Q (78596.530000 sec): 3 clusters
  Score: Raw -2060940.463230 + Penalty 3181.161402 = -2057759.301828
  nChanged 19
		SP:Iteration 31Q (78596.730000 sec): 3 clusters
  Score: Raw -2060948.030630 + Penalty 3181.161402 = -2057766.869228
  nChanged 12
		SP:Iteration 32Q (78596.930000 sec): 3 clusters
  Score: Raw -2060953.561625 + Penalty 3181.161402 = -2057772.400223
  nChanged 10
		SP:Iteration 33Q (78597.190000 sec): 3 clusters
  Score: Raw -2060959.678349 + Penalty 3181.161402 = -2057778.516948
  nChanged 14
		SP:Iteration 34Q (78597.390000 sec): 3 clusters
  Score: Raw -2060969.067099 + Penalty 3181.161402 = -2057787.905697
  nChanged 15
		SP:Iteration 35Q (78597.600000 sec): 3 clusters
  Score: Raw -2060976.016623 + Penalty 3181.161402 = -2057794.855221
  nChanged 11
		SP:Iteration 36Q (78597.860000 sec): 3 clusters
  Score: Raw -2060981.172479 + Penalty 3181.161402 = -2057800.011077
  nChanged 7
		SP:Iteration 37Q (78598.060000 sec): 3 clusters
  Score: Raw -2060984.786018 + Penalty 3181.161402 = -2057803.624616
  nChanged 9
		SP:Iteration 38Q (78598.270000 sec): 3 clusters
  Score: Raw -2060989.927900 + Penalty 3181.161402 = -2057808.766499
  nChanged 10
		SP:Iteration 39Q (78598.540000 sec): 3 clusters
  Score: Raw -2060996.431120 + Penalty 3181.161402 = -2057815.269718
  nChanged 10
		SP:Iteration 40F (78598.760000 sec): 3 clusters
  Score: Raw -2061003.050057 + Penalty 3181.161402 = -2057821.888655
  nChanged 11
		SP:Iteration 41Q (78599.000000 sec): 3 clusters
  Score: Raw -2061009.502999 + Penalty 3181.161402 = -2057828.341598
  nChanged 9
		SP:Iteration 42Q (78599.200000 sec): 3 clusters
  Score: Raw -2061014.027243 + Penalty 3181.161402 = -2057832.865841
  nChanged 6
		SP:Iteration 43Q (78599.410000 sec): 3 clusters
  Score: Raw -2061017.001113 + Penalty 3181.161402 = -2057835.839712
  nChanged 7
		SP:Iteration 44Q (78599.680000 sec): 3 clusters
  Score: Raw -2061022.816933 + Penalty 3181.161402 = -2057841.655531
  nChanged 14
		SP:Iteration 45Q (78599.880000 sec): 3 clusters
  Score: Raw -2061031.818084 + Penalty 3181.161402 = -2057850.656683
  nChanged 12
		SP:Iteration 46Q (78600.080000 sec): 3 clusters
  Score: Raw -2061042.281896 + Penalty 3181.161402 = -2057861.120494
  nChanged 11
		SP:Iteration 47Q (78600.350000 sec): 3 clusters
  Score: Raw -2061049.946059 + Penalty 3181.161402 = -2057868.784657
  nChanged 15
		SP:Iteration 48Q (78600.540000 sec): 3 clusters
  Score: Raw -2061061.014846 + Penalty 3181.161402 = -2057879.853445
  nChanged 15
		SP:Iteration 49Q (78600.750000 sec): 3 clusters
  Score: Raw -2061068.824543 + Penalty 3181.161402 = -2057887.663141
  nChanged 11
		SP:Iteration 50Q (78600.990000 sec): 3 clusters
  Score: Raw -2061075.068068 + Penalty 3181.161402 = -2057893.906666
  nChanged 11
		SP:Iteration 51Q (78601.200000 sec): 3 clusters
  Score: Raw -2061080.071189 + Penalty 3181.161402 = -2057898.909787
  nChanged 10
		SP:Iteration 52Q (78601.400000 sec): 3 clusters
  Score: Raw -2061086.373169 + Penalty 3181.161402 = -2057905.211768
  nChanged 9
		SP:Iteration 53Q (78601.660000 sec): 3 clusters
  Score: Raw -2061093.212314 + Penalty 3181.161402 = -2057912.050912
  nChanged 11
		SP:Iteration 54Q (78601.860000 sec): 3 clusters
  Score: Raw -2061103.916704 + Penalty 3181.161402 = -2057922.755302
  nChanged 15
		SP:Iteration 55Q (78602.070000 sec): 3 clusters
  Score: Raw -2061111.704637 + Penalty 3181.161402 = -2057930.543235
  nChanged 14
		SP:Iteration 56Q (78602.310000 sec): 3 clusters
  Score: Raw -2061123.140897 + Penalty 3181.161402 = -2057941.979495
  nChanged 20
		SP:Iteration 57Q (78602.500000 sec): 3 clusters
  Score: Raw -2061137.222494 + Penalty 3181.161402 = -2057956.061093
  nChanged 23
		SP:Iteration 58Q (78602.710000 sec): 3 clusters
  Score: Raw -2061151.947196 + Penalty 3181.161402 = -2057970.785794
  nChanged 19
		SP:Iteration 59Q (78602.980000 sec): 3 clusters
  Score: Raw -2061162.638052 + Penalty 3181.161402 = -2057981.476650
  nChanged 11
		SP:Iteration 60F (78603.200000 sec): 3 clusters
  Score: Raw -2061169.364200 + Penalty 3181.161402 = -2057988.202798
  nChanged 8
		SP:Iteration 61Q (78603.460000 sec): 3 clusters
  Score: Raw -2061172.879876 + Penalty 3181.161402 = -2057991.718475
  nChanged 8
		SP:Iteration 62Q (78603.650000 sec): 3 clusters
  Score: Raw -2061175.720111 + Penalty 3181.161402 = -2057994.558709
  nChanged 6
		SP:Iteration 63Q (78603.850000 sec): 3 clusters
  Score: Raw -2061178.020748 + Penalty 3181.161402 = -2057996.859346
  nChanged 7
		SP:Iteration 64Q (78604.120000 sec): 3 clusters
  Score: Raw -2061180.430391 + Penalty 3181.161402 = -2057999.268989
  nChanged 8
		SP:Iteration 65Q (78604.320000 sec): 3 clusters
  Score: Raw -2061184.749171 + Penalty 3181.161402 = -2058003.587770
  nChanged 11
		SP:Iteration 66Q (78604.520000 sec): 3 clusters
  Score: Raw -2061189.324996 + Penalty 3181.161402 = -2058008.163595
  nChanged 14
		SP:Iteration 67Q (78604.770000 sec): 3 clusters
  Score: Raw -2061197.348335 + Penalty 3181.161402 = -2058016.186933
  nChanged 19
		SP:Iteration 68Q (78604.970000 sec): 3 clusters
  Score: Raw -2061211.824112 + Penalty 3181.161402 = -2058030.662710
  nChanged 28
		SP:Iteration 69Q (78605.170000 sec): 3 clusters
  Score: Raw -2061228.917439 + Penalty 3181.161402 = -2058047.756037
  nChanged 19
		SP:Iteration 70Q (78605.430000 sec): 3 clusters
  Score: Raw -2061244.543761 + Penalty 3181.161402 = -2058063.382359
  nChanged 16
		SP:Iteration 71Q (78605.630000 sec): 3 clusters
  Score: Raw -2061256.383142 + Penalty 3181.161402 = -2058075.221740
  nChanged 17
		SP:Iteration 72Q (78605.830000 sec): 3 clusters
  Score: Raw -2061267.443841 + Penalty 3181.161402 = -2058086.282440
  nChanged 14
		SP:Iteration 73Q (78606.040000 sec): 3 clusters
  Score: Raw -2061276.468916 + Penalty 3181.161402 = -2058095.307514
  nChanged 12
		SP:Iteration 74Q (78606.270000 sec): 3 clusters
  Score: Raw -2061284.539766 + Penalty 3181.161402 = -2058103.378364
  nChanged 7
		SP:Iteration 75Q (78606.470000 sec): 3 clusters
  Score: Raw -2061287.654628 + Penalty 3181.161402 = -2058106.493227
  nChanged 4
		SP:Iteration 76Q (78606.680000 sec): 3 clusters
  Score: Raw -2061290.147992 + Penalty 3181.161402 = -2058108.986590
  nChanged 9
		SP:Iteration 77Q (78606.950000 sec): 3 clusters
  Score: Raw -2061295.047195 + Penalty 3181.161402 = -2058113.885793
  nChanged 8
		SP:Iteration 78Q (78607.140000 sec): 3 clusters
  Score: Raw -2061297.930864 + Penalty 3181.161402 = -2058116.769462
  nChanged 4
		SP:Iteration 79Q (78607.340000 sec): 3 clusters
  Score: Raw -2061299.053369 + Penalty 3181.161402 = -2058117.891967
  nChanged 1
		SP:Iteration 80F (78607.620000 sec): 3 clusters
  Score: Raw -2061299.289296 + Penalty 3181.161402 = -2058118.127894
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 55 (4891 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78607.700000 sec): 2 clusters
  Score: Raw -586422.827612 + Penalty 1380.462210 = -585042.365402
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78607.800000 sec): 3 clusters
  Score: Raw -583868.439516 + Penalty 2760.924420 = -581107.515096
  nChanged 2000
		SP:Iteration 1F (78607.890000 sec): 3 clusters
  Score: Raw -584942.497059 + Penalty 2760.924420 = -582181.572639
  nChanged 362
		SP:Iteration 2F (78607.970000 sec): 3 clusters
  Score: Raw -585138.330583 + Penalty 2760.924420 = -582377.406163
  nChanged 264
		SP:Iteration 3F (78608.060000 sec): 3 clusters
  Score: Raw -585270.760376 + Penalty 2760.924420 = -582509.835956
  nChanged 201
		SP:Iteration 4Q (78608.150000 sec): 3 clusters
  Score: Raw -585364.161895 + Penalty 2760.924420 = -582603.237475
  nChanged 177
		SP:Iteration 5Q (78608.230000 sec): 3 clusters
  Score: Raw -585448.104293 + Penalty 2760.924420 = -582687.179874
  nChanged 161
		SP:Iteration 6Q (78608.320000 sec): 3 clusters
  Score: Raw -585528.686848 + Penalty 2760.924420 = -582767.762428
  nChanged 160
		SP:Iteration 7Q (78608.410000 sec): 3 clusters
  Score: Raw -585612.542090 + Penalty 2760.924420 = -582851.617670
  nChanged 158
		SP:Iteration 8Q (78608.490000 sec): 3 clusters
  Score: Raw -585699.454530 + Penalty 2760.924420 = -582938.530110
  nChanged 145
		SP:Iteration 9Q (78608.580000 sec): 3 clusters
  Score: Raw -585788.899297 + Penalty 2760.924420 = -583027.974877
  nChanged 161
		SP:Iteration 10Q (78608.670000 sec): 3 clusters
  Score: Raw -585899.654412 + Penalty 2760.924420 = -583138.729993
  nChanged 161
		SP:Iteration 11Q (78608.750000 sec): 3 clusters
  Score: Raw -586014.832679 + Penalty 2760.924420 = -583253.908259
  nChanged 136
		SP:Iteration 12Q (78608.840000 sec): 3 clusters
  Score: Raw -586105.065247 + Penalty 2760.924420 = -583344.140828
  nChanged 115
		SP:Iteration 13Q (78608.930000 sec): 3 clusters
  Score: Raw -586187.400604 + Penalty 2760.924420 = -583426.476184
  nChanged 89
		SP:Iteration 14Q (78609.010000 sec): 3 clusters
  Score: Raw -586259.368004 + Penalty 2760.924420 = -583498.443584
  nChanged 83
		SP:Iteration 15Q (78609.100000 sec): 3 clusters
  Score: Raw -586327.245052 + Penalty 2760.924420 = -583566.320632
  nChanged 75
		SP:Iteration 16Q (78609.180000 sec): 3 clusters
  Score: Raw -586392.992662 + Penalty 2760.924420 = -583632.068242
  nChanged 50
		SP:Iteration 17Q (78609.270000 sec): 3 clusters
  Score: Raw -586442.180816 + Penalty 2760.924420 = -583681.256396
  nChanged 44
		SP:Iteration 18Q (78609.350000 sec): 3 clusters
  Score: Raw -586482.764368 + Penalty 2760.924420 = -583721.839948
  nChanged 27
		SP:Iteration 19Q (78609.430000 sec): 3 clusters
  Score: Raw -586514.471242 + Penalty 2760.924420 = -583753.546822
  nChanged 22
		SP:Iteration 20F (78609.520000 sec): 3 clusters
  Score: Raw -586533.003147 + Penalty 2760.924420 = -583772.078728
  nChanged 15
		SP:Iteration 21Q (78609.600000 sec): 3 clusters
  Score: Raw -586545.417922 + Penalty 2760.924420 = -583784.493502
  nChanged 10
		SP:Iteration 22Q (78609.690000 sec): 3 clusters
  Score: Raw -586556.058104 + Penalty 2760.924420 = -583795.133684
  nChanged 6
		SP:Iteration 23Q (78609.770000 sec): 3 clusters
  Score: Raw -586564.375125 + Penalty 2760.924420 = -583803.450705
  nChanged 7
		SP:Iteration 24Q (78609.850000 sec): 3 clusters
  Score: Raw -586569.908013 + Penalty 2760.924420 = -583808.983593
  nChanged 2
		SP:Iteration 25Q (78609.930000 sec): 3 clusters
  Score: Raw -586571.569801 + Penalty 2760.924420 = -583810.645381
  nChanged 2
		SP:Iteration 26Q (78610.010000 sec): 3 clusters
  Score: Raw -586573.098540 + Penalty 2760.924420 = -583812.174120
  nChanged 5
		SP:Iteration 27Q (78610.100000 sec): 3 clusters
  Score: Raw -586577.481051 + Penalty 2760.924420 = -583816.556632
  nChanged 3
		SP:Iteration 28Q (78610.180000 sec): 3 clusters
  Score: Raw -586579.050966 + Penalty 2760.924420 = -583818.126546
  nChanged 4
		SP:Iteration 29Q (78610.260000 sec): 3 clusters
  Score: Raw -586582.008846 + Penalty 2760.924420 = -583821.084426
  nChanged 2
		SP:Iteration 30Q (78610.350000 sec): 3 clusters
  Score: Raw -586583.213057 + Penalty 2760.924420 = -583822.288637
  nChanged 1
		SP:Iteration 31Q (78610.430000 sec): 3 clusters
  Score: Raw -586585.533874 + Penalty 2760.924420 = -583824.609454
  nChanged 4
		SP:Iteration 32Q (78610.510000 sec): 3 clusters
  Score: Raw -586588.328834 + Penalty 2760.924420 = -583827.404415
  nChanged 2
		SP:Iteration 33Q (78610.590000 sec): 3 clusters
  Score: Raw -586589.599644 + Penalty 2760.924420 = -583828.675224
  nChanged 1
		SP:Iteration 34Q (78610.680000 sec): 3 clusters
  Score: Raw -586590.456925 + Penalty 2760.924420 = -583829.532505
  nChanged 0
		SP:Iteration 35F (78610.760000 sec): 3 clusters
  Score: Raw -586590.456925 + Penalty 2760.924420 = -583829.532505
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 56 (5707 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78610.850000 sec): 2 clusters
  Score: Raw -641292.251626 + Penalty 1405.535425 = -639886.716200
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78610.950000 sec): 3 clusters
  Score: Raw -638299.230164 + Penalty 2811.070850 = -635488.159313
  nChanged 2368
		SP:Iteration 1F (78611.050000 sec): 3 clusters
  Score: Raw -639696.123281 + Penalty 2811.070850 = -636885.052431
  nChanged 480
		SP:Iteration 2F (78611.150000 sec): 3 clusters
  Score: Raw -640046.701746 + Penalty 2811.070850 = -637235.630896
  nChanged 427
		SP:Iteration 3F (78611.240000 sec): 3 clusters
  Score: Raw -640343.965064 + Penalty 2811.070850 = -637532.894214
  nChanged 353
		SP:Iteration 4F (78611.340000 sec): 3 clusters
  Score: Raw -640568.362573 + Penalty 2811.070850 = -637757.291723
  nChanged 295
		SP:Iteration 5F (78611.440000 sec): 3 clusters
  Score: Raw -640753.382413 + Penalty 2811.070850 = -637942.311562
  nChanged 222
		SP:Iteration 6Q (78611.540000 sec): 3 clusters
  Score: Raw -640888.232591 + Penalty 2811.070850 = -638077.161741
  nChanged 187
		SP:Iteration 7Q (78611.630000 sec): 3 clusters
  Score: Raw -640992.836405 + Penalty 2811.070850 = -638181.765555
  nChanged 164
		SP:Iteration 8Q (78611.730000 sec): 3 clusters
  Score: Raw -641090.255341 + Penalty 2811.070850 = -638279.184490
  nChanged 145
		SP:Iteration 9Q (78611.820000 sec): 3 clusters
  Score: Raw -641175.759976 + Penalty 2811.070850 = -638364.689125
  nChanged 131
		SP:Iteration 10Q (78611.920000 sec): 3 clusters
  Score: Raw -641275.158129 + Penalty 2811.070850 = -638464.087278
  nChanged 125
		SP:Iteration 11Q (78612.020000 sec): 3 clusters
  Score: Raw -641383.190124 + Penalty 2811.070850 = -638572.119274
  nChanged 135
		SP:Iteration 12Q (78612.120000 sec): 3 clusters
  Score: Raw -641486.871482 + Penalty 2811.070850 = -638675.800631
  nChanged 111
		SP:Iteration 13Q (78612.210000 sec): 3 clusters
  Score: Raw -641565.145377 + Penalty 2811.070850 = -638754.074526
  nChanged 86
		SP:Iteration 14Q (78612.310000 sec): 3 clusters
  Score: Raw -641628.890305 + Penalty 2811.070850 = -638817.819454
  nChanged 70
		SP:Iteration 15Q (78612.400000 sec): 3 clusters
  Score: Raw -641684.699918 + Penalty 2811.070850 = -638873.629067
  nChanged 70
		SP:Iteration 16Q (78612.500000 sec): 3 clusters
  Score: Raw -641726.927959 + Penalty 2811.070850 = -638915.857109
  nChanged 38
		SP:Iteration 17Q (78612.590000 sec): 3 clusters
  Score: Raw -641750.466101 + Penalty 2811.070850 = -638939.395251
  nChanged 40
		SP:Iteration 18Q (78612.690000 sec): 3 clusters
  Score: Raw -641773.230619 + Penalty 2811.070850 = -638962.159769
  nChanged 24
		SP:Iteration 19Q (78612.780000 sec): 3 clusters
  Score: Raw -641787.983337 + Penalty 2811.070850 = -638976.912486
  nChanged 20
		SP:Iteration 20F (78612.870000 sec): 3 clusters
  Score: Raw -641796.783944 + Penalty 2811.070850 = -638985.713093
  nChanged 15
		SP:Iteration 21Q (78612.970000 sec): 3 clusters
  Score: Raw -641804.350755 + Penalty 2811.070850 = -638993.279905
  nChanged 12
		SP:Iteration 22Q (78613.060000 sec): 3 clusters
  Score: Raw -641810.190121 + Penalty 2811.070850 = -638999.119270
  nChanged 14
		SP:Iteration 23Q (78613.150000 sec): 3 clusters
  Score: Raw -641815.426411 + Penalty 2811.070850 = -639004.355561
  nChanged 9
		SP:Iteration 24Q (78613.240000 sec): 3 clusters
  Score: Raw -641818.734749 + Penalty 2811.070850 = -639007.663898
  nChanged 8
		SP:Iteration 25Q (78613.340000 sec): 3 clusters
  Score: Raw -641822.424266 + Penalty 2811.070850 = -639011.353416
  nChanged 9
		SP:Iteration 26Q (78613.420000 sec): 3 clusters
  Score: Raw -641829.108435 + Penalty 2811.070850 = -639018.037585
  nChanged 17
		SP:Iteration 27Q (78613.520000 sec): 3 clusters
  Score: Raw -641839.064355 + Penalty 2811.070850 = -639027.993504
  nChanged 10
		SP:Iteration 28Q (78613.610000 sec): 3 clusters
  Score: Raw -641845.782133 + Penalty 2811.070850 = -639034.711282
  nChanged 13
		SP:Iteration 29Q (78613.700000 sec): 3 clusters
  Score: Raw -641852.909426 + Penalty 2811.070850 = -639041.838576
  nChanged 9
		SP:Iteration 30Q (78613.800000 sec): 3 clusters
  Score: Raw -641857.437958 + Penalty 2811.070850 = -639046.367108
  nChanged 8
		SP:Iteration 31Q (78613.890000 sec): 3 clusters
  Score: Raw -641860.364374 + Penalty 2811.070850 = -639049.293524
  nChanged 3
		SP:Iteration 32Q (78613.980000 sec): 3 clusters
  Score: Raw -641861.643489 + Penalty 2811.070850 = -639050.572638
  nChanged 1
		SP:Iteration 33Q (78614.080000 sec): 3 clusters
  Score: Raw -641862.161038 + Penalty 2811.070850 = -639051.090188
  nChanged 0
		SP:Iteration 34F (78614.170000 sec): 3 clusters
  Score: Raw -641862.161038 + Penalty 2811.070850 = -639051.090188
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 57 (3666 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78614.240000 sec): 2 clusters
  Score: Raw -442507.755426 + Penalty 1333.614170 = -441174.141256
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78614.310000 sec): 3 clusters
  Score: Raw -440712.815367 + Penalty 2667.228339 = -438045.587028
  nChanged 1430
		SP:Iteration 1F (78614.380000 sec): 3 clusters
  Score: Raw -441529.992193 + Penalty 2667.228339 = -438862.763853
  nChanged 287
		SP:Iteration 2F (78614.450000 sec): 3 clusters
  Score: Raw -441734.569031 + Penalty 2667.228339 = -439067.340692
  nChanged 211
		SP:Iteration 3F (78614.510000 sec): 3 clusters
  Score: Raw -441885.135140 + Penalty 2667.228339 = -439217.906801
  nChanged 200
		SP:Iteration 4F (78614.580000 sec): 3 clusters
  Score: Raw -442042.914749 + Penalty 2667.228339 = -439375.686410
  nChanged 216
		SP:Iteration 5F (78614.640000 sec): 3 clusters
  Score: Raw -442214.365057 + Penalty 2667.228339 = -439547.136718
  nChanged 191
		SP:Iteration 6F (78614.710000 sec): 3 clusters
  Score: Raw -442348.513232 + Penalty 2667.228339 = -439681.284892
  nChanged 146
		SP:Iteration 7Q (78614.780000 sec): 3 clusters
  Score: Raw -442446.374562 + Penalty 2667.228339 = -439779.146223
  nChanged 128
		SP:Iteration 8Q (78614.840000 sec): 3 clusters
  Score: Raw -442513.308921 + Penalty 2667.228339 = -439846.080582
  nChanged 100
		SP:Iteration 9Q (78614.910000 sec): 3 clusters
  Score: Raw -442563.903976 + Penalty 2667.228339 = -439896.675636
  nChanged 60
		SP:Iteration 10Q (78614.980000 sec): 3 clusters
  Score: Raw -442589.969562 + Penalty 2667.228339 = -439922.741223
  nChanged 46
		SP:Iteration 11Q (78615.040000 sec): 3 clusters
  Score: Raw -442609.605375 + Penalty 2667.228339 = -439942.377036
  nChanged 35
		SP:Iteration 12Q (78615.110000 sec): 3 clusters
  Score: Raw -442624.101710 + Penalty 2667.228339 = -439956.873370
  nChanged 23
		SP:Iteration 13Q (78615.180000 sec): 3 clusters
  Score: Raw -442633.251511 + Penalty 2667.228339 = -439966.023172
  nChanged 18
		SP:Iteration 14Q (78615.240000 sec): 3 clusters
  Score: Raw -442639.272312 + Penalty 2667.228339 = -439972.043973
  nChanged 10
		SP:Iteration 15Q (78615.310000 sec): 3 clusters
  Score: Raw -442642.532325 + Penalty 2667.228339 = -439975.303986
  nChanged 7
		SP:Iteration 16Q (78615.370000 sec): 3 clusters
  Score: Raw -442645.797125 + Penalty 2667.228339 = -439978.568786
  nChanged 10
		SP:Iteration 17Q (78615.440000 sec): 3 clusters
  Score: Raw -442648.502684 + Penalty 2667.228339 = -439981.274345
  nChanged 9
		SP:Iteration 18Q (78615.500000 sec): 3 clusters
  Score: Raw -442650.978090 + Penalty 2667.228339 = -439983.749751
  nChanged 5
		SP:Iteration 19Q (78615.570000 sec): 3 clusters
  Score: Raw -442652.189366 + Penalty 2667.228339 = -439984.961027
  nChanged 3
		SP:Iteration 20F (78615.640000 sec): 3 clusters
  Score: Raw -442653.194629 + Penalty 2667.228339 = -439985.966290
  nChanged 3
		SP:Iteration 21Q (78615.700000 sec): 3 clusters
  Score: Raw -442653.758693 + Penalty 2667.228339 = -439986.530354
  nChanged 2
		SP:Iteration 22Q (78615.770000 sec): 3 clusters
  Score: Raw -442654.537523 + Penalty 2667.228339 = -439987.309183
  nChanged 2
		SP:Iteration 23Q (78615.840000 sec): 3 clusters
  Score: Raw -442655.106351 + Penalty 2667.228339 = -439987.878012
  nChanged 2
		SP:Iteration 24Q (78615.900000 sec): 3 clusters
  Score: Raw -442655.807145 + Penalty 2667.228339 = -439988.578806
  nChanged 4
		SP:Iteration 25Q (78615.970000 sec): 3 clusters
  Score: Raw -442656.917242 + Penalty 2667.228339 = -439989.688903
  nChanged 4
		SP:Iteration 26Q (78616.040000 sec): 3 clusters
  Score: Raw -442658.213000 + Penalty 2667.228339 = -439990.984661
  nChanged 5
		SP:Iteration 27Q (78616.100000 sec): 3 clusters
  Score: Raw -442660.049218 + Penalty 2667.228339 = -439992.820879
  nChanged 7
		SP:Iteration 28Q (78616.170000 sec): 3 clusters
  Score: Raw -442662.345238 + Penalty 2667.228339 = -439995.116899
  nChanged 7
		SP:Iteration 29Q (78616.230000 sec): 3 clusters
  Score: Raw -442664.848263 + Penalty 2667.228339 = -439997.619924
  nChanged 11
		SP:Iteration 30Q (78616.300000 sec): 3 clusters
  Score: Raw -442668.568770 + Penalty 2667.228339 = -440001.340431
  nChanged 6
		SP:Iteration 31Q (78616.360000 sec): 3 clusters
  Score: Raw -442670.159110 + Penalty 2667.228339 = -440002.930771
  nChanged 4
		SP:Iteration 32Q (78616.430000 sec): 3 clusters
  Score: Raw -442671.604539 + Penalty 2667.228339 = -440004.376200
  nChanged 6
		SP:Iteration 33Q (78616.500000 sec): 3 clusters
  Score: Raw -442673.139279 + Penalty 2667.228339 = -440005.910940
  nChanged 6
		SP:Iteration 34Q (78616.560000 sec): 3 clusters
  Score: Raw -442675.135166 + Penalty 2667.228339 = -440007.906827
  nChanged 4
		SP:Iteration 35Q (78616.630000 sec): 3 clusters
  Score: Raw -442675.921442 + Penalty 2667.228339 = -440008.693102
  nChanged 3
		SP:Iteration 36Q (78616.700000 sec): 3 clusters
  Score: Raw -442676.686745 + Penalty 2667.228339 = -440009.458406
  nChanged 1
		SP:Iteration 37Q (78616.760000 sec): 3 clusters
  Score: Raw -442676.990523 + Penalty 2667.228339 = -440009.762184
  nChanged 2
		SP:Iteration 38Q (78616.830000 sec): 3 clusters
  Score: Raw -442678.150965 + Penalty 2667.228339 = -440010.922625
  nChanged 1
		SP:Iteration 39Q (78616.890000 sec): 3 clusters
  Score: Raw -442678.436344 + Penalty 2667.228339 = -440011.208005
  nChanged 2
		SP:Iteration 40F (78616.960000 sec): 3 clusters
  Score: Raw -442679.373901 + Penalty 2667.228339 = -440012.145562
  nChanged 2
		SP:Iteration 41Q (78617.030000 sec): 3 clusters
  Score: Raw -442680.258888 + Penalty 2667.228339 = -440013.030549
  nChanged 2
		SP:Iteration 42Q (78617.090000 sec): 3 clusters
  Score: Raw -442681.268308 + Penalty 2667.228339 = -440014.039969
  nChanged 6
		SP:Iteration 43Q (78617.160000 sec): 3 clusters
  Score: Raw -442683.126743 + Penalty 2667.228339 = -440015.898404
  nChanged 7
		SP:Iteration 44Q (78617.220000 sec): 3 clusters
  Score: Raw -442685.273046 + Penalty 2667.228339 = -440018.044707
  nChanged 4
		SP:Iteration 45Q (78617.290000 sec): 3 clusters
  Score: Raw -442686.391848 + Penalty 2667.228339 = -440019.163509
  nChanged 7
		SP:Iteration 46Q (78617.360000 sec): 3 clusters
  Score: Raw -442688.457688 + Penalty 2667.228339 = -440021.229349
  nChanged 7
		SP:Iteration 47Q (78617.420000 sec): 3 clusters
  Score: Raw -442690.294194 + Penalty 2667.228339 = -440023.065855
  nChanged 2
		SP:Iteration 48Q (78617.490000 sec): 3 clusters
  Score: Raw -442690.898228 + Penalty 2667.228339 = -440023.669889
  nChanged 1
		SP:Iteration 49Q (78617.560000 sec): 3 clusters
  Score: Raw -442691.264564 + Penalty 2667.228339 = -440024.036225
  nChanged 1
		SP:Iteration 50Q (78617.620000 sec): 3 clusters
  Score: Raw -442691.793111 + Penalty 2667.228339 = -440024.564772
  nChanged 3
		SP:Iteration 51Q (78617.690000 sec): 3 clusters
  Score: Raw -442692.589482 + Penalty 2667.228339 = -440025.361143
  nChanged 5
		SP:Iteration 52Q (78617.750000 sec): 3 clusters
  Score: Raw -442694.111003 + Penalty 2667.228339 = -440026.882663
  nChanged 4
		SP:Iteration 53Q (78617.820000 sec): 3 clusters
  Score: Raw -442695.887999 + Penalty 2667.228339 = -440028.659659
  nChanged 5
		SP:Iteration 54Q (78617.890000 sec): 3 clusters
  Score: Raw -442697.213905 + Penalty 2667.228339 = -440029.985566
  nChanged 3
		SP:Iteration 55Q (78617.950000 sec): 3 clusters
  Score: Raw -442699.334270 + Penalty 2667.228339 = -440032.105931
  nChanged 8
		SP:Iteration 56Q (78618.020000 sec): 3 clusters
  Score: Raw -442701.606845 + Penalty 2667.228339 = -440034.378506
  nChanged 3
		SP:Iteration 57Q (78618.080000 sec): 3 clusters
  Score: Raw -442702.791904 + Penalty 2667.228339 = -440035.563564
  nChanged 6
		SP:Iteration 58Q (78618.150000 sec): 3 clusters
  Score: Raw -442704.360975 + Penalty 2667.228339 = -440037.132636
  nChanged 6
		SP:Iteration 59Q (78618.220000 sec): 3 clusters
  Score: Raw -442706.372638 + Penalty 2667.228339 = -440039.144298
  nChanged 2
		SP:Iteration 60F (78618.280000 sec): 3 clusters
  Score: Raw -442706.924309 + Penalty 2667.228339 = -440039.695970
  nChanged 3
		SP:Iteration 61Q (78618.350000 sec): 3 clusters
  Score: Raw -442708.040114 + Penalty 2667.228339 = -440040.811775
  nChanged 4
		SP:Iteration 62Q (78618.420000 sec): 3 clusters
  Score: Raw -442709.501188 + Penalty 2667.228339 = -440042.272849
  nChanged 2
		SP:Iteration 63Q (78618.480000 sec): 3 clusters
  Score: Raw -442710.366917 + Penalty 2667.228339 = -440043.138578
  nChanged 2
		SP:Iteration 64Q (78618.550000 sec): 3 clusters
  Score: Raw -442711.156061 + Penalty 2667.228339 = -440043.927722
  nChanged 2
		SP:Iteration 65Q (78618.620000 sec): 3 clusters
  Score: Raw -442712.081016 + Penalty 2667.228339 = -440044.852677
  nChanged 4
		SP:Iteration 66Q (78618.690000 sec): 3 clusters
  Score: Raw -442713.330389 + Penalty 2667.228339 = -440046.102050
  nChanged 3
		SP:Iteration 67Q (78618.750000 sec): 3 clusters
  Score: Raw -442714.236473 + Penalty 2667.228339 = -440047.008134
  nChanged 2
		SP:Iteration 68Q (78618.820000 sec): 3 clusters
  Score: Raw -442714.820440 + Penalty 2667.228339 = -440047.592101
  nChanged 1
		SP:Iteration 69Q (78618.880000 sec): 3 clusters
  Score: Raw -442715.109563 + Penalty 2667.228339 = -440047.881224
  nChanged 1
		SP:Iteration 70Q (78618.950000 sec): 3 clusters
  Score: Raw -442715.228157 + Penalty 2667.228339 = -440047.999818
  nChanged 0
		SP:Iteration 71F (78619.010000 sec): 3 clusters
  Score: Raw -442715.228157 + Penalty 2667.228339 = -440047.999818
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 58 (8812 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78619.120000 sec): 2 clusters
  Score: Raw -1123061.291695 + Penalty 1476.128828 = -1121585.162867
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78619.290000 sec): 3 clusters
  Score: Raw -1118136.977917 + Penalty 2952.257655 = -1115184.720262
  nChanged 3777
		SP:Iteration 1F (78619.410000 sec): 3 clusters
  Score: Raw -1120106.243983 + Penalty 2952.257655 = -1117153.986328
  nChanged 564
		SP:Iteration 2F (78619.550000 sec): 3 clusters
  Score: Raw -1120325.153273 + Penalty 2952.257655 = -1117372.895618
  nChanged 408
		SP:Iteration 3Q (78619.680000 sec): 3 clusters
  Score: Raw -1120474.627653 + Penalty 2952.257655 = -1117522.369998
  nChanged 354
		SP:Iteration 4Q (78619.810000 sec): 3 clusters
  Score: Raw -1120591.193486 + Penalty 2952.257655 = -1117638.935831
  nChanged 296
		SP:Iteration 5Q (78619.940000 sec): 3 clusters
  Score: Raw -1120691.475144 + Penalty 2952.257655 = -1117739.217489
  nChanged 285
		SP:Iteration 6Q (78620.080000 sec): 3 clusters
  Score: Raw -1120798.847330 + Penalty 2952.257655 = -1117846.589675
  nChanged 280
		SP:Iteration 7Q (78620.310000 sec): 3 clusters
  Score: Raw -1120898.703483 + Penalty 2952.257655 = -1117946.445828
  nChanged 268
		SP:Iteration 8Q (78620.550000 sec): 3 clusters
  Score: Raw -1120996.308225 + Penalty 2952.257655 = -1118044.050570
  nChanged 256
		SP:Iteration 9Q (78620.720000 sec): 3 clusters
  Score: Raw -1121095.827669 + Penalty 2952.257655 = -1118143.570014
  nChanged 261
		SP:Iteration 10Q (78620.850000 sec): 3 clusters
  Score: Raw -1121207.165060 + Penalty 2952.257655 = -1118254.907405
  nChanged 316
		SP:Iteration 11Q (78620.970000 sec): 3 clusters
  Score: Raw -1121356.636747 + Penalty 2952.257655 = -1118404.379092
  nChanged 331
		SP:Iteration 12Q (78621.100000 sec): 3 clusters
  Score: Raw -1121527.703617 + Penalty 2952.257655 = -1118575.445962
  nChanged 386
		SP:Iteration 13Q (78621.230000 sec): 3 clusters
  Score: Raw -1121772.981984 + Penalty 2952.257655 = -1118820.724329
  nChanged 422
		SP:Iteration 14Q (78621.370000 sec): 3 clusters
  Score: Raw -1122057.351362 + Penalty 2952.257655 = -1119105.093707
  nChanged 351
		SP:Iteration 15Q (78621.510000 sec): 3 clusters
  Score: Raw -1122312.915067 + Penalty 2952.257655 = -1119360.657411
  nChanged 305
		SP:Iteration 16Q (78621.640000 sec): 3 clusters
  Score: Raw -1122558.997543 + Penalty 2952.257655 = -1119606.739888
  nChanged 239
		SP:Iteration 17Q (78621.770000 sec): 3 clusters
  Score: Raw -1122747.454106 + Penalty 2952.257655 = -1119795.196451
  nChanged 170
		SP:Iteration 18Q (78621.900000 sec): 3 clusters
  Score: Raw -1122882.023135 + Penalty 2952.257655 = -1119929.765479
  nChanged 121
		SP:Iteration 19Q (78622.030000 sec): 3 clusters
  Score: Raw -1122998.199910 + Penalty 2952.257655 = -1120045.942255
  nChanged 84
		SP:Iteration 20F (78622.150000 sec): 3 clusters
  Score: Raw -1123076.335426 + Penalty 2952.257655 = -1120124.077771
  nChanged 60
		SP:Iteration 21Q (78622.270000 sec): 3 clusters
  Score: Raw -1123136.778934 + Penalty 2952.257655 = -1120184.521279
  nChanged 33
		SP:Iteration 22Q (78622.380000 sec): 3 clusters
  Score: Raw -1123169.036084 + Penalty 2952.257655 = -1120216.778429
  nChanged 22
		SP:Iteration 23Q (78622.510000 sec): 3 clusters
  Score: Raw -1123186.882444 + Penalty 2952.257655 = -1120234.624789
  nChanged 9
		SP:Iteration 24Q (78622.640000 sec): 3 clusters
  Score: Raw -1123196.630276 + Penalty 2952.257655 = -1120244.372621
  nChanged 6
		SP:Iteration 25Q (78622.760000 sec): 3 clusters
  Score: Raw -1123206.529133 + Penalty 2952.257655 = -1120254.271478
  nChanged 8
		SP:Iteration 26Q (78622.890000 sec): 3 clusters
  Score: Raw -1123213.632152 + Penalty 2952.257655 = -1120261.374497
  nChanged 6
		SP:Iteration 27Q (78623.020000 sec): 3 clusters
  Score: Raw -1123220.578269 + Penalty 2952.257655 = -1120268.320614
  nChanged 7
		SP:Iteration 28Q (78623.140000 sec): 3 clusters
  Score: Raw -1123230.657231 + Penalty 2952.257655 = -1120278.399576
  nChanged 5
		SP:Iteration 29Q (78623.270000 sec): 3 clusters
  Score: Raw -1123238.831468 + Penalty 2952.257655 = -1120286.573813
  nChanged 5
		SP:Iteration 30Q (78623.400000 sec): 3 clusters
  Score: Raw -1123244.008079 + Penalty 2952.257655 = -1120291.750424
  nChanged 1
		SP:Iteration 31Q (78623.530000 sec): 3 clusters
  Score: Raw -1123244.582965 + Penalty 2952.257655 = -1120292.325309
  nChanged 0
		SP:Iteration 32F (78623.660000 sec): 3 clusters
  Score: Raw -1123244.582965 + Penalty 2952.257655 = -1120292.325309
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 59 (4227 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78623.740000 sec): 2 clusters
  Score: Raw -475810.834738 + Penalty 1356.752768 = -474454.081971
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78623.840000 sec): 3 clusters
  Score: Raw -473660.074820 + Penalty 2713.505535 = -470946.569285
  nChanged 1705
		SP:Iteration 1F (78623.940000 sec): 3 clusters
  Score: Raw -474753.173966 + Penalty 2713.505535 = -472039.668431
  nChanged 386
		SP:Iteration 2F (78624.020000 sec): 3 clusters
  Score: Raw -475095.534593 + Penalty 2713.505535 = -472382.029057
  nChanged 331
		SP:Iteration 3F (78624.100000 sec): 3 clusters
  Score: Raw -475380.326617 + Penalty 2713.505535 = -472666.821081
  nChanged 295
		SP:Iteration 4F (78624.180000 sec): 3 clusters
  Score: Raw -475649.389926 + Penalty 2713.505535 = -472935.884391
  nChanged 233
		SP:Iteration 5F (78624.260000 sec): 3 clusters
  Score: Raw -475838.388276 + Penalty 2713.505535 = -473124.882741
  nChanged 197
		SP:Iteration 6Q (78624.340000 sec): 3 clusters
  Score: Raw -475977.286765 + Penalty 2713.505535 = -473263.781230
  nChanged 159
		SP:Iteration 7Q (78624.420000 sec): 3 clusters
  Score: Raw -476082.065767 + Penalty 2713.505535 = -473368.560232
  nChanged 135
		SP:Iteration 8Q (78624.500000 sec): 3 clusters
  Score: Raw -476174.105003 + Penalty 2713.505535 = -473460.599468
  nChanged 85
		SP:Iteration 9Q (78624.580000 sec): 3 clusters
  Score: Raw -476232.969643 + Penalty 2713.505535 = -473519.464108
  nChanged 79
		SP:Iteration 10Q (78624.660000 sec): 3 clusters
  Score: Raw -476284.792821 + Penalty 2713.505535 = -473571.287286
  nChanged 85
		SP:Iteration 11Q (78624.740000 sec): 3 clusters
  Score: Raw -476339.389595 + Penalty 2713.505535 = -473625.884060
  nChanged 80
		SP:Iteration 12Q (78624.820000 sec): 3 clusters
  Score: Raw -476386.760079 + Penalty 2713.505535 = -473673.254544
  nChanged 60
		SP:Iteration 13Q (78624.890000 sec): 3 clusters
  Score: Raw -476415.310637 + Penalty 2713.505535 = -473701.805102
  nChanged 56
		SP:Iteration 14Q (78624.970000 sec): 3 clusters
  Score: Raw -476440.689866 + Penalty 2713.505535 = -473727.184331
  nChanged 44
		SP:Iteration 15Q (78625.050000 sec): 3 clusters
  Score: Raw -476466.134099 + Penalty 2713.505535 = -473752.628564
  nChanged 50
		SP:Iteration 16Q (78625.130000 sec): 3 clusters
  Score: Raw -476489.728223 + Penalty 2713.505535 = -473776.222688
  nChanged 35
		SP:Iteration 17Q (78625.210000 sec): 3 clusters
  Score: Raw -476505.126629 + Penalty 2713.505535 = -473791.621094
  nChanged 35
		SP:Iteration 18Q (78625.290000 sec): 3 clusters
  Score: Raw -476520.088166 + Penalty 2713.505535 = -473806.582631
  nChanged 29
		SP:Iteration 19Q (78625.370000 sec): 3 clusters
  Score: Raw -476533.358878 + Penalty 2713.505535 = -473819.853343
  nChanged 32
		SP:Iteration 20F (78625.450000 sec): 3 clusters
  Score: Raw -476547.664215 + Penalty 2713.505535 = -473834.158680
  nChanged 23
		SP:Iteration 21Q (78625.530000 sec): 3 clusters
  Score: Raw -476558.524238 + Penalty 2713.505535 = -473845.018703
  nChanged 19
		SP:Iteration 22Q (78625.610000 sec): 3 clusters
  Score: Raw -476566.134155 + Penalty 2713.505535 = -473852.628620
  nChanged 14
		SP:Iteration 23Q (78625.690000 sec): 3 clusters
  Score: Raw -476573.846683 + Penalty 2713.505535 = -473860.341148
  nChanged 14
		SP:Iteration 24Q (78625.770000 sec): 3 clusters
  Score: Raw -476580.655037 + Penalty 2713.505535 = -473867.149502
  nChanged 18
		SP:Iteration 25Q (78625.840000 sec): 3 clusters
  Score: Raw -476590.403167 + Penalty 2713.505535 = -473876.897632
  nChanged 20
		SP:Iteration 26Q (78625.920000 sec): 3 clusters
  Score: Raw -476600.542298 + Penalty 2713.505535 = -473887.036763
  nChanged 21
		SP:Iteration 27Q (78626.000000 sec): 3 clusters
  Score: Raw -476608.540900 + Penalty 2713.505535 = -473895.035365
  nChanged 9
		SP:Iteration 28Q (78626.080000 sec): 3 clusters
  Score: Raw -476614.153682 + Penalty 2713.505535 = -473900.648146
  nChanged 12
		SP:Iteration 29Q (78626.160000 sec): 3 clusters
  Score: Raw -476623.699857 + Penalty 2713.505535 = -473910.194321
  nChanged 15
		SP:Iteration 30Q (78626.230000 sec): 3 clusters
  Score: Raw -476632.700313 + Penalty 2713.505535 = -473919.194778
  nChanged 14
		SP:Iteration 31Q (78626.310000 sec): 3 clusters
  Score: Raw -476642.456428 + Penalty 2713.505535 = -473928.950893
  nChanged 16
		SP:Iteration 32Q (78626.390000 sec): 3 clusters
  Score: Raw -476653.112296 + Penalty 2713.505535 = -473939.606761
  nChanged 15
		SP:Iteration 33Q (78626.470000 sec): 3 clusters
  Score: Raw -476659.882074 + Penalty 2713.505535 = -473946.376539
  nChanged 14
		SP:Iteration 34Q (78626.550000 sec): 3 clusters
  Score: Raw -476665.935188 + Penalty 2713.505535 = -473952.429653
  nChanged 13
		SP:Iteration 35Q (78626.620000 sec): 3 clusters
  Score: Raw -476671.183259 + Penalty 2713.505535 = -473957.677724
  nChanged 11
		SP:Iteration 36Q (78626.700000 sec): 3 clusters
  Score: Raw -476676.464681 + Penalty 2713.505535 = -473962.959146
  nChanged 10
		SP:Iteration 37Q (78626.780000 sec): 3 clusters
  Score: Raw -476680.857414 + Penalty 2713.505535 = -473967.351878
  nChanged 8
		SP:Iteration 38Q (78626.850000 sec): 3 clusters
  Score: Raw -476684.563019 + Penalty 2713.505535 = -473971.057484
  nChanged 5
		SP:Iteration 39Q (78626.930000 sec): 3 clusters
  Score: Raw -476686.372696 + Penalty 2713.505535 = -473972.867161
  nChanged 3
		SP:Iteration 40F (78627.010000 sec): 3 clusters
  Score: Raw -476688.142599 + Penalty 2713.505535 = -473974.637064
  nChanged 2
		SP:Iteration 41Q (78627.090000 sec): 3 clusters
  Score: Raw -476688.734728 + Penalty 2713.505535 = -473975.229192
  nChanged 2
		SP:Iteration 42Q (78627.170000 sec): 3 clusters
  Score: Raw -476690.524368 + Penalty 2713.505535 = -473977.018833
  nChanged 3
		SP:Iteration 43Q (78627.250000 sec): 3 clusters
  Score: Raw -476692.394392 + Penalty 2713.505535 = -473978.888857
  nChanged 6
		SP:Iteration 44Q (78627.320000 sec): 3 clusters
  Score: Raw -476694.972960 + Penalty 2713.505535 = -473981.467424
  nChanged 4
		SP:Iteration 45Q (78627.400000 sec): 3 clusters
  Score: Raw -476695.898787 + Penalty 2713.505535 = -473982.393251
  nChanged 3
		SP:Iteration 46Q (78627.470000 sec): 3 clusters
  Score: Raw -476696.620059 + Penalty 2713.505535 = -473983.114524
  nChanged 1
		SP:Iteration 47Q (78627.550000 sec): 3 clusters
  Score: Raw -476696.807057 + Penalty 2713.505535 = -473983.301522
  nChanged 2
		SP:Iteration 48Q (78627.630000 sec): 3 clusters
  Score: Raw -476697.330286 + Penalty 2713.505535 = -473983.824751
  nChanged 2
		SP:Iteration 49Q (78627.710000 sec): 3 clusters
  Score: Raw -476697.857623 + Penalty 2713.505535 = -473984.352088
  nChanged 1
		SP:Iteration 50Q (78627.790000 sec): 3 clusters
  Score: Raw -476698.238074 + Penalty 2713.505535 = -473984.732539
  nChanged 1
		SP:Iteration 51Q (78627.860000 sec): 3 clusters
  Score: Raw -476698.345218 + Penalty 2713.505535 = -473984.839682
  nChanged 1
		SP:Iteration 52Q (78627.940000 sec): 3 clusters
  Score: Raw -476698.572599 + Penalty 2713.505535 = -473985.067064
  nChanged 0
		SP:Iteration 53F (78628.020000 sec): 3 clusters
  Score: Raw -476698.572599 + Penalty 2713.505535 = -473985.067064
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 60 (611 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78628.080000 sec): 2 clusters
  Score: Raw -70162.801594 + Penalty 1042.453256 = -69120.348338
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78628.090000 sec): 3 clusters
  Score: Raw -70067.928735 + Penalty 2084.906512 = -67983.022223
  nChanged 165
		SP:Iteration 1F (78628.100000 sec): 3 clusters
  Score: Raw -70309.622207 + Penalty 2084.906512 = -68224.715696
  nChanged 53
		SP:Iteration 2F (78628.110000 sec): 3 clusters
  Score: Raw -70433.867729 + Penalty 2084.906512 = -68348.961218
  nChanged 37
		SP:Iteration 3F (78628.130000 sec): 3 clusters
  Score: Raw -70538.956018 + Penalty 2084.906512 = -68454.049506
  nChanged 33
		SP:Iteration 4F (78628.140000 sec): 3 clusters
  Score: Raw -70740.295946 + Penalty 2084.906512 = -68655.389434
  nChanged 28
		SP:Iteration 5Q (78628.150000 sec): 3 clusters
  Score: Raw -71067.463682 + Penalty 2084.906512 = -68982.557170
  nChanged 30
		SP:Iteration 6Q (78628.160000 sec): 3 clusters
  Score: Raw -71167.360711 + Penalty 2084.906512 = -69082.454199
  nChanged 13
		SP:Iteration 7Q (78628.170000 sec): 3 clusters
  Score: Raw -71205.996806 + Penalty 2084.906512 = -69121.090294
  nChanged 7
		SP:Iteration 8Q (78628.190000 sec): 3 clusters
  Score: Raw -71234.415488 + Penalty 2084.906512 = -69149.508976
  nChanged 5
		SP:Iteration 9Q (78628.200000 sec): 3 clusters
  Score: Raw -71253.265685 + Penalty 2084.906512 = -69168.359174
  nChanged 4
		SP:Iteration 10Q (78628.210000 sec): 3 clusters
  Score: Raw -71264.705105 + Penalty 2084.906512 = -69179.798593
  nChanged 3
		SP:Iteration 11Q (78628.220000 sec): 3 clusters
  Score: Raw -71278.420914 + Penalty 2084.906512 = -69193.514402
  nChanged 3
		SP:Iteration 12Q (78628.230000 sec): 3 clusters
  Score: Raw -71287.084145 + Penalty 2084.906512 = -69202.177633
  nChanged 1
		SP:Iteration 13Q (78628.250000 sec): 3 clusters
  Score: Raw -71295.171164 + Penalty 2084.906512 = -69210.264653
  nChanged 2
		SP:Iteration 14Q (78628.260000 sec): 3 clusters
  Score: Raw -71307.607190 + Penalty 2084.906512 = -69222.700679
  nChanged 4
		SP:Iteration 15Q (78628.270000 sec): 3 clusters
  Score: Raw -71359.354002 + Penalty 2084.906512 = -69274.447490
  nChanged 4
		SP:Iteration 16Q (78628.280000 sec): 3 clusters
  Score: Raw -71414.043016 + Penalty 2084.906512 = -69329.136504
  nChanged 0
		SP:Iteration 17F (78628.290000 sec): 3 clusters
  Score: Raw -71414.043016 + Penalty 2084.906512 = -69329.136504
  nChanged 0
  Score: Raw -119170171.978074 + Penalty 270044.021176 = -118900127.956898

Splitting cluster 60 changes total score from -118901093.536480 to -118900127.956898

 So it's not getting split.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 61 (6457 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78992.910000 sec): 2 clusters
  Score: Raw -765115.597544 + Penalty 1425.599515 = -763689.998029
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78993.030000 sec): 3 clusters
  Score: Raw -761636.734816 + Penalty 2851.199030 = -758785.535786
  nChanged 2691
		SP:Iteration 1F (78993.130000 sec): 3 clusters
  Score: Raw -763209.857593 + Penalty 2851.199030 = -760358.658563
  nChanged 482
		SP:Iteration 2F (78993.230000 sec): 3 clusters
  Score: Raw -763468.934658 + Penalty 2851.199030 = -760617.735628
  nChanged 337
		SP:Iteration 3F (78993.340000 sec): 3 clusters
  Score: Raw -763621.484583 + Penalty 2851.199030 = -760770.285553
  nChanged 277
		SP:Iteration 4Q (78993.440000 sec): 3 clusters
  Score: Raw -763751.964954 + Penalty 2851.199030 = -760900.765924
  nChanged 239
		SP:Iteration 5Q (78993.540000 sec): 3 clusters
  Score: Raw -763868.169352 + Penalty 2851.199030 = -761016.970322
  nChanged 217
		SP:Iteration 6Q (78993.650000 sec): 3 clusters
  Score: Raw -763972.218343 + Penalty 2851.199030 = -761121.019313
  nChanged 191
		SP:Iteration 7Q (78993.760000 sec): 3 clusters
  Score: Raw -764057.029150 + Penalty 2851.199030 = -761205.830120
  nChanged 187
		SP:Iteration 8Q (78993.860000 sec): 3 clusters
  Score: Raw -764145.358150 + Penalty 2851.199030 = -761294.159120
  nChanged 170
		SP:Iteration 9Q (78993.960000 sec): 3 clusters
  Score: Raw -764219.971932 + Penalty 2851.199030 = -761368.772902
  nChanged 179
		SP:Iteration 10Q (78994.060000 sec): 3 clusters
  Score: Raw -764304.140829 + Penalty 2851.199030 = -761452.941799
  nChanged 174
		SP:Iteration 11Q (78994.160000 sec): 3 clusters
  Score: Raw -764390.705844 + Penalty 2851.199030 = -761539.506814
  nChanged 171
		SP:Iteration 12Q (78994.270000 sec): 3 clusters
  Score: Raw -764474.979428 + Penalty 2851.199030 = -761623.780398
  nChanged 161
		SP:Iteration 13Q (78994.370000 sec): 3 clusters
  Score: Raw -764557.302658 + Penalty 2851.199030 = -761706.103628
  nChanged 161
		SP:Iteration 14Q (78994.470000 sec): 3 clusters
  Score: Raw -764628.179385 + Penalty 2851.199030 = -761776.980355
  nChanged 112
		SP:Iteration 15Q (78994.570000 sec): 3 clusters
  Score: Raw -764677.864985 + Penalty 2851.199030 = -761826.665955
  nChanged 122
		SP:Iteration 16Q (78994.670000 sec): 3 clusters
  Score: Raw -764734.206658 + Penalty 2851.199030 = -761883.007628
  nChanged 109
		SP:Iteration 17Q (78994.770000 sec): 3 clusters
  Score: Raw -764776.804629 + Penalty 2851.199030 = -761925.605599
  nChanged 86
		SP:Iteration 18Q (78994.880000 sec): 3 clusters
  Score: Raw -764810.587694 + Penalty 2851.199030 = -761959.388664
  nChanged 98
		SP:Iteration 19Q (78994.980000 sec): 3 clusters
  Score: Raw -764849.396816 + Penalty 2851.199030 = -761998.197786
  nChanged 77
		SP:Iteration 20F (78995.080000 sec): 3 clusters
  Score: Raw -764880.670553 + Penalty 2851.199030 = -762029.471523
  nChanged 73
		SP:Iteration 21Q (78995.180000 sec): 3 clusters
  Score: Raw -764906.786265 + Penalty 2851.199030 = -762055.587235
  nChanged 67
		SP:Iteration 22Q (78995.280000 sec): 3 clusters
  Score: Raw -764929.078102 + Penalty 2851.199030 = -762077.879072
  nChanged 64
		SP:Iteration 23Q (78995.380000 sec): 3 clusters
  Score: Raw -764951.285319 + Penalty 2851.199030 = -762100.086289
  nChanged 63
		SP:Iteration 24Q (78995.480000 sec): 3 clusters
  Score: Raw -764972.971087 + Penalty 2851.199030 = -762121.772057
  nChanged 51
		SP:Iteration 25Q (78995.580000 sec): 3 clusters
  Score: Raw -764990.523940 + Penalty 2851.199030 = -762139.324910
  nChanged 43
		SP:Iteration 26Q (78995.680000 sec): 3 clusters
  Score: Raw -765008.253794 + Penalty 2851.199030 = -762157.054764
  nChanged 45
		SP:Iteration 27Q (78995.780000 sec): 3 clusters
  Score: Raw -765027.741937 + Penalty 2851.199030 = -762176.542907
  nChanged 50
		SP:Iteration 28Q (78995.880000 sec): 3 clusters
  Score: Raw -765044.780714 + Penalty 2851.199030 = -762193.581683
  nChanged 43
		SP:Iteration 29Q (78995.980000 sec): 3 clusters
  Score: Raw -765062.294973 + Penalty 2851.199030 = -762211.095943
  nChanged 42
		SP:Iteration 30Q (78996.080000 sec): 3 clusters
  Score: Raw -765074.272719 + Penalty 2851.199030 = -762223.073689
  nChanged 34
		SP:Iteration 31Q (78996.180000 sec): 3 clusters
  Score: Raw -765088.602706 + Penalty 2851.199030 = -762237.403676
  nChanged 40
		SP:Iteration 32Q (78996.280000 sec): 3 clusters
  Score: Raw -765109.077488 + Penalty 2851.199030 = -762257.878458
  nChanged 41
		SP:Iteration 33Q (78996.380000 sec): 3 clusters
  Score: Raw -765127.110296 + Penalty 2851.199030 = -762275.911265
  nChanged 27
		SP:Iteration 34Q (78996.480000 sec): 3 clusters
  Score: Raw -765141.827935 + Penalty 2851.199030 = -762290.628905
  nChanged 32
		SP:Iteration 35Q (78996.580000 sec): 3 clusters
  Score: Raw -765155.177777 + Penalty 2851.199030 = -762303.978747
  nChanged 29
		SP:Iteration 36Q (78996.670000 sec): 3 clusters
  Score: Raw -765167.556275 + Penalty 2851.199030 = -762316.357245
  nChanged 15
		SP:Iteration 37Q (78996.770000 sec): 3 clusters
  Score: Raw -765172.560758 + Penalty 2851.199030 = -762321.361728
  nChanged 15
		SP:Iteration 38Q (78996.870000 sec): 3 clusters
  Score: Raw -765177.592381 + Penalty 2851.199030 = -762326.393351
  nChanged 20
		SP:Iteration 39Q (78996.970000 sec): 3 clusters
  Score: Raw -765183.318240 + Penalty 2851.199030 = -762332.119209
  nChanged 9
		SP:Iteration 40F (78997.070000 sec): 3 clusters
  Score: Raw -765187.420822 + Penalty 2851.199030 = -762336.221792
  nChanged 12
		SP:Iteration 41Q (78997.170000 sec): 3 clusters
  Score: Raw -765192.757308 + Penalty 2851.199030 = -762341.558278
  nChanged 13
		SP:Iteration 42Q (78997.270000 sec): 3 clusters
  Score: Raw -765199.134720 + Penalty 2851.199030 = -762347.935690
  nChanged 16
		SP:Iteration 43Q (78997.370000 sec): 3 clusters
  Score: Raw -765205.428876 + Penalty 2851.199030 = -762354.229846
  nChanged 13
		SP:Iteration 44Q (78997.470000 sec): 3 clusters
  Score: Raw -765210.460607 + Penalty 2851.199030 = -762359.261577
  nChanged 17
		SP:Iteration 45Q (78997.570000 sec): 3 clusters
  Score: Raw -765219.151057 + Penalty 2851.199030 = -762367.952027
  nChanged 16
		SP:Iteration 46Q (78997.660000 sec): 3 clusters
  Score: Raw -765228.578219 + Penalty 2851.199030 = -762377.379189
  nChanged 18
		SP:Iteration 47Q (78997.770000 sec): 3 clusters
  Score: Raw -765239.735613 + Penalty 2851.199030 = -762388.536583
  nChanged 19
		SP:Iteration 48Q (78997.880000 sec): 3 clusters
  Score: Raw -765250.795127 + Penalty 2851.199030 = -762399.596096
  nChanged 20
		SP:Iteration 49Q (78997.970000 sec): 3 clusters
  Score: Raw -765261.512031 + Penalty 2851.199030 = -762410.313001
  nChanged 16
		SP:Iteration 50Q (78998.070000 sec): 3 clusters
  Score: Raw -765267.454671 + Penalty 2851.199030 = -762416.255641
  nChanged 9
		SP:Iteration 51Q (78998.170000 sec): 3 clusters
  Score: Raw -765271.073797 + Penalty 2851.199030 = -762419.874767
  nChanged 8
		SP:Iteration 52Q (78998.260000 sec): 3 clusters
  Score: Raw -765273.880162 + Penalty 2851.199030 = -762422.681132
  nChanged 13
		SP:Iteration 53Q (78998.360000 sec): 3 clusters
  Score: Raw -765280.197573 + Penalty 2851.199030 = -762428.998543
  nChanged 10
		SP:Iteration 54Q (78998.460000 sec): 3 clusters
  Score: Raw -765285.093421 + Penalty 2851.199030 = -762433.894391
  nChanged 12
		SP:Iteration 55Q (78998.560000 sec): 3 clusters
  Score: Raw -765290.873471 + Penalty 2851.199030 = -762439.674441
  nChanged 12
		SP:Iteration 56Q (78998.660000 sec): 3 clusters
  Score: Raw -765293.578326 + Penalty 2851.199030 = -762442.379296
  nChanged 4
		SP:Iteration 57Q (78998.760000 sec): 3 clusters
  Score: Raw -765294.750037 + Penalty 2851.199030 = -762443.551007
  nChanged 2
		SP:Iteration 58Q (78998.860000 sec): 3 clusters
  Score: Raw -765296.132709 + Penalty 2851.199030 = -762444.933679
  nChanged 3
		SP:Iteration 59Q (78998.960000 sec): 3 clusters
  Score: Raw -765297.825978 + Penalty 2851.199030 = -762446.626948
  nChanged 2
		SP:Iteration 60F (78999.070000 sec): 3 clusters
  Score: Raw -765298.181825 + Penalty 2851.199030 = -762446.982794
  nChanged 1
		SP:Iteration 61Q (78999.170000 sec): 3 clusters
  Score: Raw -765298.398768 + Penalty 2851.199030 = -762447.199738
  nChanged 1
		SP:Iteration 62Q (78999.270000 sec): 3 clusters
  Score: Raw -765298.695443 + Penalty 2851.199030 = -762447.496413
  nChanged 1
		SP:Iteration 63Q (78999.370000 sec): 3 clusters
  Score: Raw -765299.170007 + Penalty 2851.199030 = -762447.970977
  nChanged 1
		SP:Iteration 64Q (78999.470000 sec): 3 clusters
  Score: Raw -765299.911745 + Penalty 2851.199030 = -762448.712714
  nChanged 1
		SP:Iteration 65Q (78999.570000 sec): 3 clusters
  Score: Raw -765300.070606 + Penalty 2851.199030 = -762448.871576
  nChanged 0
		SP:Iteration 66F (78999.670000 sec): 3 clusters
  Score: Raw -765300.070606 + Penalty 2851.199030 = -762448.871576
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 62 (5995 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78999.760000 sec): 2 clusters
  Score: Raw -712009.874633 + Penalty 1413.535673 = -710596.338960
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78999.870000 sec): 3 clusters
  Score: Raw -708791.711704 + Penalty 2827.071347 = -705964.640357
  nChanged 2468
		SP:Iteration 1F (78999.970000 sec): 3 clusters
  Score: Raw -710135.884323 + Penalty 2827.071347 = -707308.812976
  nChanged 453
		SP:Iteration 2F (79000.060000 sec): 3 clusters
  Score: Raw -710405.393156 + Penalty 2827.071347 = -707578.321809
  nChanged 399
		SP:Iteration 3F (79000.160000 sec): 3 clusters
  Score: Raw -710699.431360 + Penalty 2827.071347 = -707872.360013
  nChanged 404
		SP:Iteration 4F (79000.260000 sec): 3 clusters
  Score: Raw -711088.514364 + Penalty 2827.071347 = -708261.443017
  nChanged 425
		SP:Iteration 5F (79000.360000 sec): 3 clusters
  Score: Raw -711536.233819 + Penalty 2827.071347 = -708709.162472
  nChanged 385
		SP:Iteration 6F (79000.460000 sec): 3 clusters
  Score: Raw -711907.529907 + Penalty 2827.071347 = -709080.458560
  nChanged 336
		SP:Iteration 7F (79000.560000 sec): 3 clusters
  Score: Raw -712181.539885 + Penalty 2827.071347 = -709354.468538
  nChanged 239
		SP:Iteration 8Q (79000.650000 sec): 3 clusters
  Score: Raw -712369.482517 + Penalty 2827.071347 = -709542.411170
  nChanged 208
		SP:Iteration 9Q (79000.750000 sec): 3 clusters
  Score: Raw -712508.693407 + Penalty 2827.071347 = -709681.622060
  nChanged 156
		SP:Iteration 10Q (79000.840000 sec): 3 clusters
  Score: Raw -712582.541032 + Penalty 2827.071347 = -709755.469685
  nChanged 86
		SP:Iteration 11Q (79000.940000 sec): 3 clusters
  Score: Raw -712613.039786 + Penalty 2827.071347 = -709785.968439
  nChanged 55
		SP:Iteration 12Q (79001.030000 sec): 3 clusters
  Score: Raw -712630.049600 + Penalty 2827.071347 = -709802.978253
  nChanged 41
		SP:Iteration 13Q (79001.130000 sec): 3 clusters
  Score: Raw -712639.782363 + Penalty 2827.071347 = -709812.711016
  nChanged 28
		SP:Iteration 14Q (79001.220000 sec): 3 clusters
  Score: Raw -712647.488704 + Penalty 2827.071347 = -709820.417357
  nChanged 22
		SP:Iteration 15Q (79001.320000 sec): 3 clusters
  Score: Raw -712652.133575 + Penalty 2827.071347 = -709825.062228
  nChanged 20
		SP:Iteration 16Q (79001.410000 sec): 3 clusters
  Score: Raw -712656.171069 + Penalty 2827.071347 = -709829.099722
  nChanged 12
		SP:Iteration 17Q (79001.500000 sec): 3 clusters
  Score: Raw -712658.344630 + Penalty 2827.071347 = -709831.273283
  nChanged 13
		SP:Iteration 18Q (79001.600000 sec): 3 clusters
  Score: Raw -712660.753062 + Penalty 2827.071347 = -709833.681715
  nChanged 7
		SP:Iteration 19Q (79001.700000 sec): 3 clusters
  Score: Raw -712662.877914 + Penalty 2827.071347 = -709835.806567
  nChanged 6
		SP:Iteration 20F (79001.790000 sec): 3 clusters
  Score: Raw -712663.908034 + Penalty 2827.071347 = -709836.836687
  nChanged 6
		SP:Iteration 21Q (79001.890000 sec): 3 clusters
  Score: Raw -712665.149166 + Penalty 2827.071347 = -709838.077819
  nChanged 4
		SP:Iteration 22Q (79001.980000 sec): 3 clusters
  Score: Raw -712665.842707 + Penalty 2827.071347 = -709838.771360
  nChanged 3
		SP:Iteration 23Q (79002.080000 sec): 3 clusters
  Score: Raw -712666.287228 + Penalty 2827.071347 = -709839.215881
  nChanged 3
		SP:Iteration 24Q (79002.170000 sec): 3 clusters
  Score: Raw -712666.684631 + Penalty 2827.071347 = -709839.613284
  nChanged 2
		SP:Iteration 25Q (79002.260000 sec): 3 clusters
  Score: Raw -712666.858994 + Penalty 2827.071347 = -709839.787647
  nChanged 0
		SP:Iteration 26F (79002.360000 sec): 3 clusters
  Score: Raw -712666.858994 + Penalty 2827.071347 = -709839.787647
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 63 (19941 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79002.570000 sec): 2 clusters
  Score: Raw -2361871.043315 + Penalty 1608.836644 = -2360262.206671
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79002.830000 sec): 3 clusters
  Score: Raw -2349933.601377 + Penalty 3217.673288 = -2346715.928090
  nChanged 9005
		SP:Iteration 1F (79003.080000 sec): 3 clusters
  Score: Raw -2355301.630229 + Penalty 3217.673288 = -2352083.956942
  nChanged 1441
		SP:Iteration 2F (79003.330000 sec): 3 clusters
  Score: Raw -2356210.004932 + Penalty 3217.673288 = -2352992.331645
  nChanged 1437
		SP:Iteration 3F (79003.580000 sec): 3 clusters
  Score: Raw -2357186.852250 + Penalty 3217.673288 = -2353969.178963
  nChanged 1425
		SP:Iteration 4F (79003.890000 sec): 3 clusters
  Score: Raw -2358152.901561 + Penalty 3217.673288 = -2354935.228274
  nChanged 1315
		SP:Iteration 5F (79004.140000 sec): 3 clusters
  Score: Raw -2359035.873286 + Penalty 3217.673288 = -2355818.199998
  nChanged 1124
		SP:Iteration 6F (79004.400000 sec): 3 clusters
  Score: Raw -2359790.319902 + Penalty 3217.673288 = -2356572.646614
  nChanged 895
		SP:Iteration 7Q (79004.660000 sec): 3 clusters
  Score: Raw -2360371.878741 + Penalty 3217.673288 = -2357154.205453
  nChanged 721
		SP:Iteration 8Q (79004.900000 sec): 3 clusters
  Score: Raw -2360817.195180 + Penalty 3217.673288 = -2357599.521892
  nChanged 547
		SP:Iteration 9Q (79005.170000 sec): 3 clusters
  Score: Raw -2361133.911380 + Penalty 3217.673288 = -2357916.238092
  nChanged 466
		SP:Iteration 10Q (79005.440000 sec): 3 clusters
  Score: Raw -2361396.774002 + Penalty 3217.673288 = -2358179.100714
  nChanged 383
		SP:Iteration 11Q (79005.690000 sec): 3 clusters
  Score: Raw -2361606.876034 + Penalty 3217.673288 = -2358389.202746
  nChanged 301
		SP:Iteration 12Q (79005.940000 sec): 3 clusters
  Score: Raw -2361770.332685 + Penalty 3217.673288 = -2358552.659397
  nChanged 227
		SP:Iteration 13Q (79006.180000 sec): 3 clusters
  Score: Raw -2361893.538999 + Penalty 3217.673288 = -2358675.865712
  nChanged 179
		SP:Iteration 14Q (79006.420000 sec): 3 clusters
  Score: Raw -2361991.954596 + Penalty 3217.673288 = -2358774.281309
  nChanged 128
		SP:Iteration 15Q (79006.650000 sec): 3 clusters
  Score: Raw -2362060.348574 + Penalty 3217.673288 = -2358842.675286
  nChanged 95
		SP:Iteration 16Q (79006.910000 sec): 3 clusters
  Score: Raw -2362112.562065 + Penalty 3217.673288 = -2358894.888777
  nChanged 67
		SP:Iteration 17Q (79007.150000 sec): 3 clusters
  Score: Raw -2362145.433186 + Penalty 3217.673288 = -2358927.759898
  nChanged 41
		SP:Iteration 18Q (79007.380000 sec): 3 clusters
  Score: Raw -2362170.479610 + Penalty 3217.673288 = -2358952.806323
  nChanged 44
		SP:Iteration 19Q (79007.640000 sec): 3 clusters
  Score: Raw -2362195.642347 + Penalty 3217.673288 = -2358977.969059
  nChanged 38
		SP:Iteration 20F (79007.890000 sec): 3 clusters
  Score: Raw -2362208.492616 + Penalty 3217.673288 = -2358990.819329
  nChanged 15
		SP:Iteration 21Q (79008.130000 sec): 3 clusters
  Score: Raw -2362216.301289 + Penalty 3217.673288 = -2358998.628002
  nChanged 19
		SP:Iteration 22Q (79008.380000 sec): 3 clusters
  Score: Raw -2362221.693015 + Penalty 3217.673288 = -2359004.019727
  nChanged 11
		SP:Iteration 23Q (79008.620000 sec): 3 clusters
  Score: Raw -2362226.600478 + Penalty 3217.673288 = -2359008.927191
  nChanged 11
		SP:Iteration 24Q (79008.850000 sec): 3 clusters
  Score: Raw -2362232.147067 + Penalty 3217.673288 = -2359014.473779
  nChanged 14
		SP:Iteration 25Q (79009.110000 sec): 3 clusters
  Score: Raw -2362238.908748 + Penalty 3217.673288 = -2359021.235460
  nChanged 13
		SP:Iteration 26Q (79009.350000 sec): 3 clusters
  Score: Raw -2362247.660409 + Penalty 3217.673288 = -2359029.987122
  nChanged 13
		SP:Iteration 27Q (79009.570000 sec): 3 clusters
  Score: Raw -2362255.929349 + Penalty 3217.673288 = -2359038.256061
  nChanged 12
		SP:Iteration 28Q (79009.830000 sec): 3 clusters
  Score: Raw -2362264.357556 + Penalty 3217.673288 = -2359046.684268
  nChanged 10
		SP:Iteration 29Q (79010.070000 sec): 3 clusters
  Score: Raw -2362269.855921 + Penalty 3217.673288 = -2359052.182633
  nChanged 10
		SP:Iteration 30Q (79010.300000 sec): 3 clusters
  Score: Raw -2362274.806952 + Penalty 3217.673288 = -2359057.133664
  nChanged 11
		SP:Iteration 31Q (79010.540000 sec): 3 clusters
  Score: Raw -2362281.451143 + Penalty 3217.673288 = -2359063.777855
  nChanged 9
		SP:Iteration 32Q (79010.770000 sec): 3 clusters
  Score: Raw -2362286.317609 + Penalty 3217.673288 = -2359068.644321
  nChanged 11
		SP:Iteration 33Q (79011.020000 sec): 3 clusters
  Score: Raw -2362293.861184 + Penalty 3217.673288 = -2359076.187896
  nChanged 14
		SP:Iteration 34Q (79011.260000 sec): 3 clusters
  Score: Raw -2362300.242767 + Penalty 3217.673288 = -2359082.569480
  nChanged 10
		SP:Iteration 35Q (79011.490000 sec): 3 clusters
  Score: Raw -2362302.534749 + Penalty 3217.673288 = -2359084.861462
  nChanged 4
		SP:Iteration 36Q (79011.710000 sec): 3 clusters
  Score: Raw -2362304.566810 + Penalty 3217.673288 = -2359086.893522
  nChanged 3
		SP:Iteration 37Q (79011.950000 sec): 3 clusters
  Score: Raw -2362305.753896 + Penalty 3217.673288 = -2359088.080608
  nChanged 4
		SP:Iteration 38Q (79012.200000 sec): 3 clusters
  Score: Raw -2362307.644136 + Penalty 3217.673288 = -2359089.970848
  nChanged 5
		SP:Iteration 39Q (79012.430000 sec): 3 clusters
  Score: Raw -2362309.213382 + Penalty 3217.673288 = -2359091.540094
  nChanged 1
		SP:Iteration 40F (79012.680000 sec): 3 clusters
  Score: Raw -2362309.435152 + Penalty 3217.673288 = -2359091.761864
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 64 (708 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79012.790000 sec): 2 clusters
  Score: Raw -82979.076997 + Penalty 1066.397165 = -81912.679832
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79012.810000 sec): 3 clusters
  Score: Raw -82807.283931 + Penalty 2132.794330 = -80674.489601
  nChanged 192
		SP:Iteration 1F (79012.830000 sec): 3 clusters
  Score: Raw -83021.575212 + Penalty 2132.794330 = -80888.780882
  nChanged 49
		SP:Iteration 2F (79012.850000 sec): 3 clusters
  Score: Raw -83092.526576 + Penalty 2132.794330 = -80959.732246
  nChanged 31
		SP:Iteration 3Q (79012.880000 sec): 3 clusters
  Score: Raw -83129.438329 + Penalty 2132.794330 = -80996.643999
  nChanged 15
		SP:Iteration 4Q (79012.900000 sec): 3 clusters
  Score: Raw -83144.331366 + Penalty 2132.794330 = -81011.537035
  nChanged 8
		SP:Iteration 5Q (79012.910000 sec): 3 clusters
  Score: Raw -83153.436396 + Penalty 2132.794330 = -81020.642065
  nChanged 9
		SP:Iteration 6Q (79012.930000 sec): 3 clusters
  Score: Raw -83164.522512 + Penalty 2132.794330 = -81031.728182
  nChanged 8
		SP:Iteration 7Q (79012.940000 sec): 3 clusters
  Score: Raw -83170.325154 + Penalty 2132.794330 = -81037.530824
  nChanged 6
		SP:Iteration 8Q (79012.950000 sec): 3 clusters
  Score: Raw -83179.656183 + Penalty 2132.794330 = -81046.861852
  nChanged 3
		SP:Iteration 9Q (79012.970000 sec): 3 clusters
  Score: Raw -83181.898652 + Penalty 2132.794330 = -81049.104322
  nChanged 3
		SP:Iteration 10Q (79012.980000 sec): 3 clusters
  Score: Raw -83185.238640 + Penalty 2132.794330 = -81052.444309
  nChanged 6
		SP:Iteration 11Q (79012.990000 sec): 3 clusters
  Score: Raw -83190.692787 + Penalty 2132.794330 = -81057.898457
  nChanged 3
		SP:Iteration 12Q (79013.010000 sec): 3 clusters
  Score: Raw -83195.032899 + Penalty 2132.794330 = -81062.238569
  nChanged 0
		SP:Iteration 13F (79013.020000 sec): 3 clusters
  Score: Raw -83195.032899 + Penalty 2132.794330 = -81062.238569
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 65 (6759 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79013.110000 sec): 2 clusters
  Score: Raw -803680.358468 + Penalty 1433.027412 = -802247.331056
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79013.240000 sec): 3 clusters
  Score: Raw -799961.924934 + Penalty 2866.054824 = -797095.870109
  nChanged 2858
		SP:Iteration 1F (79013.340000 sec): 3 clusters
  Score: Raw -801495.488903 + Penalty 2866.054824 = -798629.434079
  nChanged 513
		SP:Iteration 2F (79013.440000 sec): 3 clusters
  Score: Raw -801793.888924 + Penalty 2866.054824 = -798927.834100
  nChanged 412
		SP:Iteration 3F (79013.550000 sec): 3 clusters
  Score: Raw -802034.959617 + Penalty 2866.054824 = -799168.904793
  nChanged 346
		SP:Iteration 4F (79013.650000 sec): 3 clusters
  Score: Raw -802248.299994 + Penalty 2866.054824 = -799382.245169
  nChanged 308
		SP:Iteration 5Q (79013.760000 sec): 3 clusters
  Score: Raw -802447.844974 + Penalty 2866.054824 = -799581.790149
  nChanged 334
		SP:Iteration 6Q (79013.870000 sec): 3 clusters
  Score: Raw -802668.405597 + Penalty 2866.054824 = -799802.350773
  nChanged 314
		SP:Iteration 7Q (79013.990000 sec): 3 clusters
  Score: Raw -802893.320974 + Penalty 2866.054824 = -800027.266150
  nChanged 301
		SP:Iteration 8Q (79014.100000 sec): 3 clusters
  Score: Raw -803085.531257 + Penalty 2866.054824 = -800219.476433
  nChanged 266
		SP:Iteration 9Q (79014.210000 sec): 3 clusters
  Score: Raw -803251.749857 + Penalty 2866.054824 = -800385.695033
  nChanged 237
		SP:Iteration 10Q (79014.320000 sec): 3 clusters
  Score: Raw -803417.032956 + Penalty 2866.054824 = -800550.978132
  nChanged 232
		SP:Iteration 11Q (79014.440000 sec): 3 clusters
  Score: Raw -803564.422113 + Penalty 2866.054824 = -800698.367289
  nChanged 181
		SP:Iteration 12Q (79014.550000 sec): 3 clusters
  Score: Raw -803666.252117 + Penalty 2866.054824 = -800800.197292
  nChanged 137
		SP:Iteration 13Q (79014.680000 sec): 3 clusters
  Score: Raw -803732.102799 + Penalty 2866.054824 = -800866.047975
  nChanged 119
		SP:Iteration 14Q (79014.780000 sec): 3 clusters
  Score: Raw -803795.738945 + Penalty 2866.054824 = -800929.684121
  nChanged 110
		SP:Iteration 15Q (79014.900000 sec): 3 clusters
  Score: Raw -803852.633559 + Penalty 2866.054824 = -800986.578734
  nChanged 95
		SP:Iteration 16Q (79015.000000 sec): 3 clusters
  Score: Raw -803907.047154 + Penalty 2866.054824 = -801040.992329
  nChanged 87
		SP:Iteration 17Q (79015.110000 sec): 3 clusters
  Score: Raw -803955.378442 + Penalty 2866.054824 = -801089.323618
  nChanged 82
		SP:Iteration 18Q (79015.220000 sec): 3 clusters
  Score: Raw -803991.764133 + Penalty 2866.054824 = -801125.709308
  nChanged 67
		SP:Iteration 19Q (79015.330000 sec): 3 clusters
  Score: Raw -804016.326005 + Penalty 2866.054824 = -801150.271180
  nChanged 53
		SP:Iteration 20F (79015.440000 sec): 3 clusters
  Score: Raw -804038.603581 + Penalty 2866.054824 = -801172.548757
  nChanged 49
		SP:Iteration 21Q (79015.550000 sec): 3 clusters
  Score: Raw -804058.953391 + Penalty 2866.054824 = -801192.898566
  nChanged 39
		SP:Iteration 22Q (79015.660000 sec): 3 clusters
  Score: Raw -804070.504329 + Penalty 2866.054824 = -801204.449504
  nChanged 26
		SP:Iteration 23Q (79015.760000 sec): 3 clusters
  Score: Raw -804078.545586 + Penalty 2866.054824 = -801212.490761
  nChanged 20
		SP:Iteration 24Q (79015.870000 sec): 3 clusters
  Score: Raw -804086.693669 + Penalty 2866.054824 = -801220.638844
  nChanged 18
		SP:Iteration 25Q (79015.980000 sec): 3 clusters
  Score: Raw -804092.167351 + Penalty 2866.054824 = -801226.112527
  nChanged 18
		SP:Iteration 26Q (79016.090000 sec): 3 clusters
  Score: Raw -804097.503984 + Penalty 2866.054824 = -801231.449160
  nChanged 19
		SP:Iteration 27Q (79016.200000 sec): 3 clusters
  Score: Raw -804102.317571 + Penalty 2866.054824 = -801236.262747
  nChanged 16
		SP:Iteration 28Q (79016.310000 sec): 3 clusters
  Score: Raw -804108.385980 + Penalty 2866.054824 = -801242.331156
  nChanged 19
		SP:Iteration 29Q (79016.420000 sec): 3 clusters
  Score: Raw -804114.893722 + Penalty 2866.054824 = -801248.838898
  nChanged 17
		SP:Iteration 30Q (79016.530000 sec): 3 clusters
  Score: Raw -804120.867416 + Penalty 2866.054824 = -801254.812591
  nChanged 13
		SP:Iteration 31Q (79016.650000 sec): 3 clusters
  Score: Raw -804123.385035 + Penalty 2866.054824 = -801257.330210
  nChanged 14
		SP:Iteration 32Q (79016.760000 sec): 3 clusters
  Score: Raw -804127.042599 + Penalty 2866.054824 = -801260.987775
  nChanged 14
		SP:Iteration 33Q (79016.950000 sec): 3 clusters
  Score: Raw -804130.879845 + Penalty 2866.054824 = -801264.825021
  nChanged 9
		SP:Iteration 34Q (79017.140000 sec): 3 clusters
  Score: Raw -804133.096713 + Penalty 2866.054824 = -801267.041889
  nChanged 8
		SP:Iteration 35Q (79017.240000 sec): 3 clusters
  Score: Raw -804134.739710 + Penalty 2866.054824 = -801268.684885
  nChanged 5
		SP:Iteration 36Q (79017.340000 sec): 3 clusters
  Score: Raw -804136.426642 + Penalty 2866.054824 = -801270.371817
  nChanged 2
		SP:Iteration 37Q (79017.440000 sec): 3 clusters
  Score: Raw -804136.806032 + Penalty 2866.054824 = -801270.751207
  nChanged 2
		SP:Iteration 38Q (79017.550000 sec): 3 clusters
  Score: Raw -804137.135728 + Penalty 2866.054824 = -801271.080904
  nChanged 4
		SP:Iteration 39Q (79017.660000 sec): 3 clusters
  Score: Raw -804137.573742 + Penalty 2866.054824 = -801271.518918
  nChanged 0
		SP:Iteration 40F (79017.770000 sec): 3 clusters
  Score: Raw -804137.573742 + Penalty 2866.054824 = -801271.518918
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 66 (32426 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79018.070000 sec): 2 clusters
  Score: Raw -4054677.582502 + Penalty 1687.841325 = -4052989.741176
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79018.400000 sec): 3 clusters
  Score: Raw -4034529.157094 + Penalty 3375.682651 = -4031153.474443
  nChanged 15063
		SP:Iteration 1F (79018.720000 sec): 3 clusters
  Score: Raw -4042871.655574 + Penalty 3375.682651 = -4039495.972923
  nChanged 1647
		SP:Iteration 2F (79019.040000 sec): 3 clusters
  Score: Raw -4043461.019642 + Penalty 3375.682651 = -4040085.336991
  nChanged 1588
		SP:Iteration 3Q (79019.360000 sec): 3 clusters
  Score: Raw -4044048.570520 + Penalty 3375.682651 = -4040672.887869
  nChanged 1582
		SP:Iteration 4Q (79019.680000 sec): 3 clusters
  Score: Raw -4044632.388328 + Penalty 3375.682651 = -4041256.705677
  nChanged 1501
		SP:Iteration 5Q (79020.000000 sec): 3 clusters
  Score: Raw -4045192.981255 + Penalty 3375.682651 = -4041817.298604
  nChanged 1473
		SP:Iteration 6Q (79020.320000 sec): 3 clusters
  Score: Raw -4045714.157103 + Penalty 3375.682651 = -4042338.474452
  nChanged 1410
		SP:Iteration 7Q (79020.650000 sec): 3 clusters
  Score: Raw -4046206.767218 + Penalty 3375.682651 = -4042831.084567
  nChanged 1354
		SP:Iteration 8Q (79020.970000 sec): 3 clusters
  Score: Raw -4046676.923941 + Penalty 3375.682651 = -4043301.241290
  nChanged 1277
		SP:Iteration 9Q (79021.300000 sec): 3 clusters
  Score: Raw -4047120.183541 + Penalty 3375.682651 = -4043744.500890
  nChanged 1179
		SP:Iteration 10Q (79021.620000 sec): 3 clusters
  Score: Raw -4047523.493689 + Penalty 3375.682651 = -4044147.811038
  nChanged 1142
		SP:Iteration 11Q (79021.940000 sec): 3 clusters
  Score: Raw -4047956.264826 + Penalty 3375.682651 = -4044580.582175
  nChanged 1174
		SP:Iteration 12Q (79022.260000 sec): 3 clusters
  Score: Raw -4048433.928954 + Penalty 3375.682651 = -4045058.246303
  nChanged 1244
		SP:Iteration 13Q (79022.580000 sec): 3 clusters
  Score: Raw -4049031.772481 + Penalty 3375.682651 = -4045656.089830
  nChanged 1357
		SP:Iteration 14Q (79022.910000 sec): 3 clusters
  Score: Raw -4049800.179855 + Penalty 3375.682651 = -4046424.497204
  nChanged 1390
		SP:Iteration 15Q (79023.250000 sec): 3 clusters
  Score: Raw -4050748.291219 + Penalty 3375.682651 = -4047372.608568
  nChanged 1406
		SP:Iteration 16Q (79023.580000 sec): 3 clusters
  Score: Raw -4051862.960679 + Penalty 3375.682651 = -4048487.278028
  nChanged 1230
		SP:Iteration 17Q (79023.900000 sec): 3 clusters
  Score: Raw -4052920.016529 + Penalty 3375.682651 = -4049544.333878
  nChanged 914
		SP:Iteration 18Q (79024.240000 sec): 3 clusters
  Score: Raw -4053707.437503 + Penalty 3375.682651 = -4050331.754852
  nChanged 592
		SP:Iteration 19Q (79024.550000 sec): 3 clusters
  Score: Raw -4054204.848570 + Penalty 3375.682651 = -4050829.165919
  nChanged 358
		SP:Iteration 20F (79024.890000 sec): 3 clusters
  Score: Raw -4054511.054265 + Penalty 3375.682651 = -4051135.371614
  nChanged 205
		SP:Iteration 21Q (79025.210000 sec): 3 clusters
  Score: Raw -4054692.505110 + Penalty 3375.682651 = -4051316.822459
  nChanged 117
		SP:Iteration 22Q (79025.520000 sec): 3 clusters
  Score: Raw -4054798.263773 + Penalty 3375.682651 = -4051422.581122
  nChanged 66
		SP:Iteration 23Q (79025.830000 sec): 3 clusters
  Score: Raw -4054849.128098 + Penalty 3375.682651 = -4051473.445447
  nChanged 37
		SP:Iteration 24Q (79026.170000 sec): 3 clusters
  Score: Raw -4054875.685491 + Penalty 3375.682651 = -4051500.002840
  nChanged 30
		SP:Iteration 25Q (79026.500000 sec): 3 clusters
  Score: Raw -4054899.922557 + Penalty 3375.682651 = -4051524.239906
  nChanged 18
		SP:Iteration 26Q (79026.810000 sec): 3 clusters
  Score: Raw -4054914.596964 + Penalty 3375.682651 = -4051538.914313
  nChanged 17
		SP:Iteration 27Q (79027.150000 sec): 3 clusters
  Score: Raw -4054924.859728 + Penalty 3375.682651 = -4051549.177077
  nChanged 11
		SP:Iteration 28Q (79027.480000 sec): 3 clusters
  Score: Raw -4054931.393096 + Penalty 3375.682651 = -4051555.710445
  nChanged 10
		SP:Iteration 29Q (79027.820000 sec): 3 clusters
  Score: Raw -4054939.282399 + Penalty 3375.682651 = -4051563.599748
  nChanged 8
		SP:Iteration 30Q (79028.130000 sec): 3 clusters
  Score: Raw -4054944.598883 + Penalty 3375.682651 = -4051568.916232
  nChanged 5
		SP:Iteration 31Q (79028.470000 sec): 3 clusters
  Score: Raw -4054946.808581 + Penalty 3375.682651 = -4051571.125930
  nChanged 0
		SP:Iteration 32F (79028.830000 sec): 3 clusters
  Score: Raw -4054946.808581 + Penalty 3375.682651 = -4051571.125930
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 67 (16790 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79028.980000 sec): 2 clusters
  Score: Raw -1958436.959541 + Penalty 1580.887547 = -1956856.071994
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79029.180000 sec): 3 clusters
  Score: Raw -1948553.044558 + Penalty 3161.775094 = -1945391.269464
  nChanged 7522
		SP:Iteration 1F (79029.370000 sec): 3 clusters
  Score: Raw -1952881.991450 + Penalty 3161.775094 = -1949720.216356
  nChanged 1039
		SP:Iteration 2F (79029.560000 sec): 3 clusters
  Score: Raw -1953409.003497 + Penalty 3161.775094 = -1950247.228403
  nChanged 996
		SP:Iteration 3F (79029.750000 sec): 3 clusters
  Score: Raw -1953971.670376 + Penalty 3161.775094 = -1950809.895282
  nChanged 1025
		SP:Iteration 4F (79029.940000 sec): 3 clusters
  Score: Raw -1954621.313730 + Penalty 3161.775094 = -1951459.538636
  nChanged 1011
		SP:Iteration 5F (79030.180000 sec): 3 clusters
  Score: Raw -1955270.440900 + Penalty 3161.775094 = -1952108.665806
  nChanged 915
		SP:Iteration 6F (79030.400000 sec): 3 clusters
  Score: Raw -1955862.419146 + Penalty 3161.775094 = -1952700.644052
  nChanged 791
		SP:Iteration 7Q (79030.590000 sec): 3 clusters
  Score: Raw -1956382.508866 + Penalty 3161.775094 = -1953220.733772
  nChanged 691
		SP:Iteration 8Q (79030.780000 sec): 3 clusters
  Score: Raw -1956846.738035 + Penalty 3161.775094 = -1953684.962942
  nChanged 569
		SP:Iteration 9Q (79030.970000 sec): 3 clusters
  Score: Raw -1957236.914885 + Penalty 3161.775094 = -1954075.139791
  nChanged 483
		SP:Iteration 10Q (79031.160000 sec): 3 clusters
  Score: Raw -1957533.538201 + Penalty 3161.775094 = -1954371.763108
  nChanged 362
		SP:Iteration 11Q (79031.340000 sec): 3 clusters
  Score: Raw -1957753.120800 + Penalty 3161.775094 = -1954591.345706
  nChanged 304
		SP:Iteration 12Q (79031.520000 sec): 3 clusters
  Score: Raw -1957926.515416 + Penalty 3161.775094 = -1954764.740323
  nChanged 251
		SP:Iteration 13Q (79031.700000 sec): 3 clusters
  Score: Raw -1958042.270874 + Penalty 3161.775094 = -1954880.495780
  nChanged 199
		SP:Iteration 14Q (79031.880000 sec): 3 clusters
  Score: Raw -1958134.246079 + Penalty 3161.775094 = -1954972.470985
  nChanged 175
		SP:Iteration 15Q (79032.060000 sec): 3 clusters
  Score: Raw -1958215.081941 + Penalty 3161.775094 = -1955053.306847
  nChanged 157
		SP:Iteration 16Q (79032.240000 sec): 3 clusters
  Score: Raw -1958285.685288 + Penalty 3161.775094 = -1955123.910194
  nChanged 153
		SP:Iteration 17Q (79032.410000 sec): 3 clusters
  Score: Raw -1958353.436735 + Penalty 3161.775094 = -1955191.661641
  nChanged 125
		SP:Iteration 18Q (79032.600000 sec): 3 clusters
  Score: Raw -1958418.293766 + Penalty 3161.775094 = -1955256.518673
  nChanged 148
		SP:Iteration 19Q (79032.770000 sec): 3 clusters
  Score: Raw -1958505.449672 + Penalty 3161.775094 = -1955343.674579
  nChanged 147
		SP:Iteration 20F (79032.970000 sec): 3 clusters
  Score: Raw -1958578.982713 + Penalty 3161.775094 = -1955417.207619
  nChanged 137
		SP:Iteration 21Q (79033.140000 sec): 3 clusters
  Score: Raw -1958650.820607 + Penalty 3161.775094 = -1955489.045513
  nChanged 118
		SP:Iteration 22Q (79033.340000 sec): 3 clusters
  Score: Raw -1958698.910267 + Penalty 3161.775094 = -1955537.135174
  nChanged 78
		SP:Iteration 23Q (79033.510000 sec): 3 clusters
  Score: Raw -1958727.008837 + Penalty 3161.775094 = -1955565.233743
  nChanged 76
		SP:Iteration 24Q (79033.690000 sec): 3 clusters
  Score: Raw -1958755.378561 + Penalty 3161.775094 = -1955593.603467
  nChanged 77
		SP:Iteration 25Q (79033.870000 sec): 3 clusters
  Score: Raw -1958781.699192 + Penalty 3161.775094 = -1955619.924098
  nChanged 62
		SP:Iteration 26Q (79034.050000 sec): 3 clusters
  Score: Raw -1958800.247351 + Penalty 3161.775094 = -1955638.472257
  nChanged 49
		SP:Iteration 27Q (79034.220000 sec): 3 clusters
  Score: Raw -1958814.147743 + Penalty 3161.775094 = -1955652.372649
  nChanged 46
		SP:Iteration 28Q (79034.400000 sec): 3 clusters
  Score: Raw -1958827.029313 + Penalty 3161.775094 = -1955665.254220
  nChanged 43
		SP:Iteration 29Q (79034.590000 sec): 3 clusters
  Score: Raw -1958836.902079 + Penalty 3161.775094 = -1955675.126986
  nChanged 37
		SP:Iteration 30Q (79034.770000 sec): 3 clusters
  Score: Raw -1958848.270527 + Penalty 3161.775094 = -1955686.495434
  nChanged 46
		SP:Iteration 31Q (79034.940000 sec): 3 clusters
  Score: Raw -1958862.918021 + Penalty 3161.775094 = -1955701.142927
  nChanged 49
		SP:Iteration 32Q (79035.120000 sec): 3 clusters
  Score: Raw -1958875.662441 + Penalty 3161.775094 = -1955713.887348
  nChanged 33
		SP:Iteration 33Q (79035.300000 sec): 3 clusters
  Score: Raw -1958882.860407 + Penalty 3161.775094 = -1955721.085313
  nChanged 33
		SP:Iteration 34Q (79035.490000 sec): 3 clusters
  Score: Raw -1958889.253296 + Penalty 3161.775094 = -1955727.478202
  nChanged 24
		SP:Iteration 35Q (79035.680000 sec): 3 clusters
  Score: Raw -1958893.393658 + Penalty 3161.775094 = -1955731.618564
  nChanged 18
		SP:Iteration 36Q (79035.860000 sec): 3 clusters
  Score: Raw -1958895.582214 + Penalty 3161.775094 = -1955733.807120
  nChanged 8
		SP:Iteration 37Q (79036.030000 sec): 3 clusters
  Score: Raw -1958896.477381 + Penalty 3161.775094 = -1955734.702287
  nChanged 8
		SP:Iteration 38Q (79036.210000 sec): 3 clusters
  Score: Raw -1958897.882446 + Penalty 3161.775094 = -1955736.107352
  nChanged 15
		SP:Iteration 39Q (79036.380000 sec): 3 clusters
  Score: Raw -1958900.611751 + Penalty 3161.775094 = -1955738.836657
  nChanged 18
		SP:Iteration 40F (79036.580000 sec): 3 clusters
  Score: Raw -1958903.940008 + Penalty 3161.775094 = -1955742.164914
  nChanged 19
		SP:Iteration 41Q (79036.750000 sec): 3 clusters
  Score: Raw -1958907.083725 + Penalty 3161.775094 = -1955745.308632
  nChanged 16
		SP:Iteration 42Q (79036.930000 sec): 3 clusters
  Score: Raw -1958909.720953 + Penalty 3161.775094 = -1955747.945859
  nChanged 14
		SP:Iteration 43Q (79037.110000 sec): 3 clusters
  Score: Raw -1958911.542123 + Penalty 3161.775094 = -1955749.767029
  nChanged 12
		SP:Iteration 44Q (79037.320000 sec): 3 clusters
  Score: Raw -1958913.535315 + Penalty 3161.775094 = -1955751.760222
  nChanged 11
		SP:Iteration 45Q (79037.490000 sec): 3 clusters
  Score: Raw -1958915.410451 + Penalty 3161.775094 = -1955753.635357
  nChanged 7
		SP:Iteration 46Q (79037.670000 sec): 3 clusters
  Score: Raw -1958917.067804 + Penalty 3161.775094 = -1955755.292710
  nChanged 10
		SP:Iteration 47Q (79037.850000 sec): 3 clusters
  Score: Raw -1958918.308855 + Penalty 3161.775094 = -1955756.533761
  nChanged 13
		SP:Iteration 48Q (79038.020000 sec): 3 clusters
  Score: Raw -1958919.582347 + Penalty 3161.775094 = -1955757.807253
  nChanged 9
		SP:Iteration 49Q (79038.200000 sec): 3 clusters
  Score: Raw -1958920.717267 + Penalty 3161.775094 = -1955758.942173
  nChanged 8
		SP:Iteration 50Q (79038.370000 sec): 3 clusters
  Score: Raw -1958921.629564 + Penalty 3161.775094 = -1955759.854470
  nChanged 6
		SP:Iteration 51Q (79038.580000 sec): 3 clusters
  Score: Raw -1958922.530433 + Penalty 3161.775094 = -1955760.755339
  nChanged 8
		SP:Iteration 52Q (79038.760000 sec): 3 clusters
  Score: Raw -1958923.585146 + Penalty 3161.775094 = -1955761.810052
  nChanged 8
		SP:Iteration 53Q (79038.930000 sec): 3 clusters
  Score: Raw -1958924.396850 + Penalty 3161.775094 = -1955762.621757
  nChanged 6
		SP:Iteration 54Q (79039.110000 sec): 3 clusters
  Score: Raw -1958925.142953 + Penalty 3161.775094 = -1955763.367860
  nChanged 6
		SP:Iteration 55Q (79039.290000 sec): 3 clusters
  Score: Raw -1958926.170117 + Penalty 3161.775094 = -1955764.395023
  nChanged 8
		SP:Iteration 56Q (79039.470000 sec): 3 clusters
  Score: Raw -1958927.104726 + Penalty 3161.775094 = -1955765.329632
  nChanged 2
		SP:Iteration 57Q (79039.670000 sec): 3 clusters
  Score: Raw -1958927.336966 + Penalty 3161.775094 = -1955765.561872
  nChanged 2
		SP:Iteration 58Q (79039.850000 sec): 3 clusters
  Score: Raw -1958927.503895 + Penalty 3161.775094 = -1955765.728801
  nChanged 1
		SP:Iteration 59Q (79040.030000 sec): 3 clusters
  Score: Raw -1958927.645509 + Penalty 3161.775094 = -1955765.870415
  nChanged 2
		SP:Iteration 60F (79040.220000 sec): 3 clusters
  Score: Raw -1958927.871373 + Penalty 3161.775094 = -1955766.096279
  nChanged 3
		SP:Iteration 61Q (79040.390000 sec): 3 clusters
  Score: Raw -1958928.220737 + Penalty 3161.775094 = -1955766.445643
  nChanged 1
		SP:Iteration 62Q (79040.570000 sec): 3 clusters
  Score: Raw -1958928.509043 + Penalty 3161.775094 = -1955766.733949
  nChanged 3
		SP:Iteration 63Q (79040.740000 sec): 3 clusters
  Score: Raw -1958929.033032 + Penalty 3161.775094 = -1955767.257939
  nChanged 3
		SP:Iteration 64Q (79040.920000 sec): 3 clusters
  Score: Raw -1958929.352737 + Penalty 3161.775094 = -1955767.577643
  nChanged 1
		SP:Iteration 65Q (79041.130000 sec): 3 clusters
  Score: Raw -1958929.503132 + Penalty 3161.775094 = -1955767.728038
  nChanged 2
		SP:Iteration 66Q (79041.300000 sec): 3 clusters
  Score: Raw -1958929.639173 + Penalty 3161.775094 = -1955767.864079
  nChanged 1
		SP:Iteration 67Q (79041.490000 sec): 3 clusters
  Score: Raw -1958929.782240 + Penalty 3161.775094 = -1955768.007147
  nChanged 0
		SP:Iteration 68F (79041.680000 sec): 3 clusters
  Score: Raw -1958929.782240 + Penalty 3161.775094 = -1955768.007147
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 68 (8464 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79041.770000 sec): 2 clusters
  Score: Raw -992776.520264 + Penalty 1469.581288 = -991306.938976
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79041.930000 sec): 3 clusters
  Score: Raw -988085.446366 + Penalty 2939.162575 = -985146.283790
  nChanged 3578
		SP:Iteration 1F (79042.060000 sec): 3 clusters
  Score: Raw -990099.325899 + Penalty 2939.162575 = -987160.163324
  nChanged 615
		SP:Iteration 2F (79042.190000 sec): 3 clusters
  Score: Raw -990463.248608 + Penalty 2939.162575 = -987524.086033
  nChanged 558
		SP:Iteration 3F (79042.310000 sec): 3 clusters
  Score: Raw -990839.977809 + Penalty 2939.162575 = -987900.815234
  nChanged 523
		SP:Iteration 4F (79042.450000 sec): 3 clusters
  Score: Raw -991225.997139 + Penalty 2939.162575 = -988286.834564
  nChanged 552
		SP:Iteration 5F (79042.580000 sec): 3 clusters
  Score: Raw -991617.999134 + Penalty 2939.162575 = -988678.836559
  nChanged 482
		SP:Iteration 6F (79042.710000 sec): 3 clusters
  Score: Raw -991935.382700 + Penalty 2939.162575 = -988996.220125
  nChanged 403
		SP:Iteration 7Q (79042.840000 sec): 3 clusters
  Score: Raw -992186.513573 + Penalty 2939.162575 = -989247.350998
  nChanged 341
		SP:Iteration 8Q (79042.960000 sec): 3 clusters
  Score: Raw -992386.388176 + Penalty 2939.162575 = -989447.225600
  nChanged 278
		SP:Iteration 9Q (79043.080000 sec): 3 clusters
  Score: Raw -992559.449364 + Penalty 2939.162575 = -989620.286788
  nChanged 231
		SP:Iteration 10Q (79043.210000 sec): 3 clusters
  Score: Raw -992701.648967 + Penalty 2939.162575 = -989762.486392
  nChanged 204
		SP:Iteration 11Q (79043.340000 sec): 3 clusters
  Score: Raw -992807.132334 + Penalty 2939.162575 = -989867.969759
  nChanged 175
		SP:Iteration 12Q (79043.470000 sec): 3 clusters
  Score: Raw -992895.835897 + Penalty 2939.162575 = -989956.673322
  nChanged 157
		SP:Iteration 13Q (79043.600000 sec): 3 clusters
  Score: Raw -992962.889168 + Penalty 2939.162575 = -990023.726593
  nChanged 150
		SP:Iteration 14Q (79043.730000 sec): 3 clusters
  Score: Raw -993031.321284 + Penalty 2939.162575 = -990092.158709
  nChanged 147
		SP:Iteration 15Q (79043.860000 sec): 3 clusters
  Score: Raw -993104.970226 + Penalty 2939.162575 = -990165.807651
  nChanged 142
		SP:Iteration 16Q (79043.990000 sec): 3 clusters
  Score: Raw -993169.934059 + Penalty 2939.162575 = -990230.771484
  nChanged 118
		SP:Iteration 17Q (79044.120000 sec): 3 clusters
  Score: Raw -993224.590489 + Penalty 2939.162575 = -990285.427914
  nChanged 120
		SP:Iteration 18Q (79044.250000 sec): 3 clusters
  Score: Raw -993279.820733 + Penalty 2939.162575 = -990340.658158
  nChanged 111
		SP:Iteration 19Q (79044.370000 sec): 3 clusters
  Score: Raw -993320.486858 + Penalty 2939.162575 = -990381.324283
  nChanged 95
		SP:Iteration 20F (79044.500000 sec): 3 clusters
  Score: Raw -993350.391790 + Penalty 2939.162575 = -990411.229215
  nChanged 80
		SP:Iteration 21Q (79044.610000 sec): 3 clusters
  Score: Raw -993372.048697 + Penalty 2939.162575 = -990432.886121
  nChanged 59
		SP:Iteration 22Q (79044.730000 sec): 3 clusters
  Score: Raw -993389.083644 + Penalty 2939.162575 = -990449.921069
  nChanged 69
		SP:Iteration 23Q (79044.850000 sec): 3 clusters
  Score: Raw -993405.229765 + Penalty 2939.162575 = -990466.067190
  nChanged 57
		SP:Iteration 24Q (79044.980000 sec): 3 clusters
  Score: Raw -993421.695693 + Penalty 2939.162575 = -990482.533118
  nChanged 55
		SP:Iteration 25Q (79045.110000 sec): 3 clusters
  Score: Raw -993437.192641 + Penalty 2939.162575 = -990498.030066
  nChanged 53
		SP:Iteration 26Q (79045.230000 sec): 3 clusters
  Score: Raw -993449.328503 + Penalty 2939.162575 = -990510.165928
  nChanged 37
		SP:Iteration 27Q (79045.360000 sec): 3 clusters
  Score: Raw -993457.990887 + Penalty 2939.162575 = -990518.828311
  nChanged 40
		SP:Iteration 28Q (79045.490000 sec): 3 clusters
  Score: Raw -993467.542570 + Penalty 2939.162575 = -990528.379995
  nChanged 42
		SP:Iteration 29Q (79045.610000 sec): 3 clusters
  Score: Raw -993477.350148 + Penalty 2939.162575 = -990538.187573
  nChanged 37
		SP:Iteration 30Q (79045.730000 sec): 3 clusters
  Score: Raw -993486.079933 + Penalty 2939.162575 = -990546.917358
  nChanged 45
		SP:Iteration 31Q (79045.860000 sec): 3 clusters
  Score: Raw -993498.071857 + Penalty 2939.162575 = -990558.909282
  nChanged 53
		SP:Iteration 32Q (79045.990000 sec): 3 clusters
  Score: Raw -993513.440374 + Penalty 2939.162575 = -990574.277799
  nChanged 60
		SP:Iteration 33Q (79046.110000 sec): 3 clusters
  Score: Raw -993532.199501 + Penalty 2939.162575 = -990593.036926
  nChanged 62
		SP:Iteration 34Q (79046.240000 sec): 3 clusters
  Score: Raw -993551.048535 + Penalty 2939.162575 = -990611.885960
  nChanged 57
		SP:Iteration 35Q (79046.360000 sec): 3 clusters
  Score: Raw -993565.735734 + Penalty 2939.162575 = -990626.573159
  nChanged 44
		SP:Iteration 36Q (79046.490000 sec): 3 clusters
  Score: Raw -993576.866938 + Penalty 2939.162575 = -990637.704363
  nChanged 48
		SP:Iteration 37Q (79046.610000 sec): 3 clusters
  Score: Raw -993587.426435 + Penalty 2939.162575 = -990648.263860
  nChanged 43
		SP:Iteration 38Q (79046.740000 sec): 3 clusters
  Score: Raw -993596.380546 + Penalty 2939.162575 = -990657.217971
  nChanged 39
		SP:Iteration 39Q (79046.850000 sec): 3 clusters
  Score: Raw -993604.478200 + Penalty 2939.162575 = -990665.315625
  nChanged 29
		SP:Iteration 40F (79046.980000 sec): 3 clusters
  Score: Raw -993609.271870 + Penalty 2939.162575 = -990670.109295
  nChanged 27
		SP:Iteration 41Q (79047.100000 sec): 3 clusters
  Score: Raw -993614.030452 + Penalty 2939.162575 = -990674.867877
  nChanged 29
		SP:Iteration 42Q (79047.230000 sec): 3 clusters
  Score: Raw -993619.497170 + Penalty 2939.162575 = -990680.334595
  nChanged 21
		SP:Iteration 43Q (79047.350000 sec): 3 clusters
  Score: Raw -993623.108706 + Penalty 2939.162575 = -990683.946131
  nChanged 16
		SP:Iteration 44Q (79047.480000 sec): 3 clusters
  Score: Raw -993625.684804 + Penalty 2939.162575 = -990686.522229
  nChanged 16
		SP:Iteration 45Q (79047.610000 sec): 3 clusters
  Score: Raw -993628.498166 + Penalty 2939.162575 = -990689.335591
  nChanged 16
		SP:Iteration 46Q (79047.730000 sec): 3 clusters
  Score: Raw -993632.030141 + Penalty 2939.162575 = -990692.867565
  nChanged 13
		SP:Iteration 47Q (79047.850000 sec): 3 clusters
  Score: Raw -993633.792450 + Penalty 2939.162575 = -990694.629875
  nChanged 11
		SP:Iteration 48Q (79047.980000 sec): 3 clusters
  Score: Raw -993635.533031 + Penalty 2939.162575 = -990696.370456
  nChanged 12
		SP:Iteration 49Q (79048.110000 sec): 3 clusters
  Score: Raw -993637.145802 + Penalty 2939.162575 = -990697.983227
  nChanged 9
		SP:Iteration 50Q (79048.230000 sec): 3 clusters
  Score: Raw -993638.163650 + Penalty 2939.162575 = -990699.001075
  nChanged 8
		SP:Iteration 51Q (79048.360000 sec): 3 clusters
  Score: Raw -993639.164173 + Penalty 2939.162575 = -990700.001598
  nChanged 6
		SP:Iteration 52Q (79048.490000 sec): 3 clusters
  Score: Raw -993639.926260 + Penalty 2939.162575 = -990700.763685
  nChanged 5
		SP:Iteration 53Q (79048.610000 sec): 3 clusters
  Score: Raw -993640.783328 + Penalty 2939.162575 = -990701.620753
  nChanged 3
		SP:Iteration 54Q (79048.730000 sec): 3 clusters
  Score: Raw -993641.228983 + Penalty 2939.162575 = -990702.066408
  nChanged 7
		SP:Iteration 55Q (79048.860000 sec): 3 clusters
  Score: Raw -993642.324497 + Penalty 2939.162575 = -990703.161922
  nChanged 10
		SP:Iteration 56Q (79048.990000 sec): 3 clusters
  Score: Raw -993643.909833 + Penalty 2939.162575 = -990704.747258
  nChanged 7
		SP:Iteration 57Q (79049.110000 sec): 3 clusters
  Score: Raw -993645.356874 + Penalty 2939.162575 = -990706.194298
  nChanged 9
		SP:Iteration 58Q (79049.220000 sec): 3 clusters
  Score: Raw -993646.309879 + Penalty 2939.162575 = -990707.147304
  nChanged 9
		SP:Iteration 59Q (79049.340000 sec): 3 clusters
  Score: Raw -993647.302498 + Penalty 2939.162575 = -990708.139923
  nChanged 9
		SP:Iteration 60F (79049.460000 sec): 3 clusters
  Score: Raw -993648.352099 + Penalty 2939.162575 = -990709.189524
  nChanged 4
		SP:Iteration 61Q (79049.580000 sec): 3 clusters
  Score: Raw -993648.790000 + Penalty 2939.162575 = -990709.627425
  nChanged 2
		SP:Iteration 62Q (79049.700000 sec): 3 clusters
  Score: Raw -993648.895734 + Penalty 2939.162575 = -990709.733159
  nChanged 1
		SP:Iteration 63Q (79049.830000 sec): 3 clusters
  Score: Raw -993648.956220 + Penalty 2939.162575 = -990709.793645
  nChanged 0
		SP:Iteration 64F (79049.960000 sec): 3 clusters
  Score: Raw -993648.956220 + Penalty 2939.162575 = -990709.793645
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 69 (2511 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79050.030000 sec): 2 clusters
  Score: Raw -269744.306916 + Penalty 1272.120908 = -268472.186007
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79050.080000 sec): 3 clusters
  Score: Raw -268589.691487 + Penalty 2544.241817 = -266045.449670
  nChanged 906
		SP:Iteration 1F (79050.130000 sec): 3 clusters
  Score: Raw -269196.064210 + Penalty 2544.241817 = -266651.822393
  nChanged 214
		SP:Iteration 2F (79050.180000 sec): 3 clusters
  Score: Raw -269377.920203 + Penalty 2544.241817 = -266833.678387
  nChanged 155
		SP:Iteration 3F (79050.230000 sec): 3 clusters
  Score: Raw -269516.432545 + Penalty 2544.241817 = -266972.190728
  nChanged 131
		SP:Iteration 4F (79050.270000 sec): 3 clusters
  Score: Raw -269612.975167 + Penalty 2544.241817 = -267068.733351
  nChanged 96
		SP:Iteration 5Q (79050.320000 sec): 3 clusters
  Score: Raw -269696.284238 + Penalty 2544.241817 = -267152.042421
  nChanged 92
		SP:Iteration 6Q (79050.370000 sec): 3 clusters
  Score: Raw -269765.307646 + Penalty 2544.241817 = -267221.065830
  nChanged 77
		SP:Iteration 7Q (79050.410000 sec): 3 clusters
  Score: Raw -269819.619619 + Penalty 2544.241817 = -267275.377803
  nChanged 64
		SP:Iteration 8Q (79050.460000 sec): 3 clusters
  Score: Raw -269858.948419 + Penalty 2544.241817 = -267314.706602
  nChanged 43
		SP:Iteration 9Q (79050.500000 sec): 3 clusters
  Score: Raw -269888.346573 + Penalty 2544.241817 = -267344.104756
  nChanged 35
		SP:Iteration 10Q (79050.550000 sec): 3 clusters
  Score: Raw -269920.951629 + Penalty 2544.241817 = -267376.709812
  nChanged 48
		SP:Iteration 11Q (79050.590000 sec): 3 clusters
  Score: Raw -269956.880893 + Penalty 2544.241817 = -267412.639076
  nChanged 41
		SP:Iteration 12Q (79050.640000 sec): 3 clusters
  Score: Raw -269985.101257 + Penalty 2544.241817 = -267440.859441
  nChanged 34
		SP:Iteration 13Q (79050.680000 sec): 3 clusters
  Score: Raw -270016.672362 + Penalty 2544.241817 = -267472.430546
  nChanged 34
		SP:Iteration 14Q (79050.730000 sec): 3 clusters
  Score: Raw -270054.910834 + Penalty 2544.241817 = -267510.669017
  nChanged 41
		SP:Iteration 15Q (79050.770000 sec): 3 clusters
  Score: Raw -270111.632306 + Penalty 2544.241817 = -267567.390489
  nChanged 48
		SP:Iteration 16Q (79050.820000 sec): 3 clusters
  Score: Raw -270170.553467 + Penalty 2544.241817 = -267626.311650
  nChanged 42
		SP:Iteration 17Q (79050.860000 sec): 3 clusters
  Score: Raw -270221.198607 + Penalty 2544.241817 = -267676.956791
  nChanged 45
		SP:Iteration 18Q (79050.910000 sec): 3 clusters
  Score: Raw -270276.613233 + Penalty 2544.241817 = -267732.371416
  nChanged 47
		SP:Iteration 19Q (79050.950000 sec): 3 clusters
  Score: Raw -270315.943424 + Penalty 2544.241817 = -267771.701607
  nChanged 27
		SP:Iteration 20F (79050.990000 sec): 3 clusters
  Score: Raw -270333.588896 + Penalty 2544.241817 = -267789.347079
  nChanged 18
		SP:Iteration 21Q (79051.040000 sec): 3 clusters
  Score: Raw -270344.434346 + Penalty 2544.241817 = -267800.192529
  nChanged 19
		SP:Iteration 22Q (79051.080000 sec): 3 clusters
  Score: Raw -270356.483057 + Penalty 2544.241817 = -267812.241240
  nChanged 20
		SP:Iteration 23Q (79051.130000 sec): 3 clusters
  Score: Raw -270367.606688 + Penalty 2544.241817 = -267823.364871
  nChanged 6
		SP:Iteration 24Q (79051.170000 sec): 3 clusters
  Score: Raw -270370.088079 + Penalty 2544.241817 = -267825.846263
  nChanged 4
		SP:Iteration 25Q (79051.210000 sec): 3 clusters
  Score: Raw -270371.857780 + Penalty 2544.241817 = -267827.615963
  nChanged 1
		SP:Iteration 26Q (79051.260000 sec): 3 clusters
  Score: Raw -270372.111649 + Penalty 2544.241817 = -267827.869832
  nChanged 4
		SP:Iteration 27Q (79051.300000 sec): 3 clusters
  Score: Raw -270373.598547 + Penalty 2544.241817 = -267829.356730
  nChanged 2
		SP:Iteration 28Q (79051.350000 sec): 3 clusters
  Score: Raw -270374.593988 + Penalty 2544.241817 = -267830.352171
  nChanged 2
		SP:Iteration 29Q (79051.390000 sec): 3 clusters
  Score: Raw -270375.369597 + Penalty 2544.241817 = -267831.127780
  nChanged 1
		SP:Iteration 30Q (79051.430000 sec): 3 clusters
  Score: Raw -270375.758944 + Penalty 2544.241817 = -267831.517127
  nChanged 1
		SP:Iteration 31Q (79051.480000 sec): 3 clusters
  Score: Raw -270376.044227 + Penalty 2544.241817 = -267831.802411
  nChanged 3
		SP:Iteration 32Q (79051.520000 sec): 3 clusters
  Score: Raw -270377.726815 + Penalty 2544.241817 = -267833.484998
  nChanged 3
		SP:Iteration 33Q (79051.570000 sec): 3 clusters
  Score: Raw -270378.666391 + Penalty 2544.241817 = -267834.424575
  nChanged 2
		SP:Iteration 34Q (79051.610000 sec): 3 clusters
  Score: Raw -270379.867889 + Penalty 2544.241817 = -267835.626073
  nChanged 2
		SP:Iteration 35Q (79051.650000 sec): 3 clusters
  Score: Raw -270380.720648 + Penalty 2544.241817 = -267836.478831
  nChanged 2
		SP:Iteration 36Q (79051.700000 sec): 3 clusters
  Score: Raw -270381.572434 + Penalty 2544.241817 = -267837.330617
  nChanged 1
		SP:Iteration 37Q (79051.750000 sec): 3 clusters
  Score: Raw -270381.876018 + Penalty 2544.241817 = -267837.634202
  nChanged 2
		SP:Iteration 38Q (79051.790000 sec): 3 clusters
  Score: Raw -270382.679612 + Penalty 2544.241817 = -267838.437795
  nChanged 2
		SP:Iteration 39Q (79051.830000 sec): 3 clusters
  Score: Raw -270383.381543 + Penalty 2544.241817 = -267839.139726
  nChanged 3
		SP:Iteration 40F (79051.880000 sec): 3 clusters
  Score: Raw -270384.600946 + Penalty 2544.241817 = -267840.359129
  nChanged 2
		SP:Iteration 41Q (79051.920000 sec): 3 clusters
  Score: Raw -270385.850826 + Penalty 2544.241817 = -267841.609009
  nChanged 8
		SP:Iteration 42Q (79051.970000 sec): 3 clusters
  Score: Raw -270390.686233 + Penalty 2544.241817 = -267846.444416
  nChanged 9
		SP:Iteration 43Q (79052.010000 sec): 3 clusters
  Score: Raw -270395.558682 + Penalty 2544.241817 = -267851.316865
  nChanged 15
		SP:Iteration 44Q (79052.050000 sec): 3 clusters
  Score: Raw -270404.154106 + Penalty 2544.241817 = -267859.912290
  nChanged 16
		SP:Iteration 45Q (79052.100000 sec): 3 clusters
  Score: Raw -270410.928133 + Penalty 2544.241817 = -267866.686316
  nChanged 10
		SP:Iteration 46Q (79052.150000 sec): 3 clusters
  Score: Raw -270415.430268 + Penalty 2544.241817 = -267871.188451
  nChanged 11
		SP:Iteration 47Q (79052.190000 sec): 3 clusters
  Score: Raw -270422.748447 + Penalty 2544.241817 = -267878.506630
  nChanged 11
		SP:Iteration 48Q (79052.230000 sec): 3 clusters
  Score: Raw -270429.877371 + Penalty 2544.241817 = -267885.635554
  nChanged 17
		SP:Iteration 49Q (79052.270000 sec): 3 clusters
  Score: Raw -270442.203062 + Penalty 2544.241817 = -267897.961245
  nChanged 19
		SP:Iteration 50Q (79052.320000 sec): 3 clusters
  Score: Raw -270455.823839 + Penalty 2544.241817 = -267911.582022
  nChanged 17
		SP:Iteration 51Q (79052.370000 sec): 3 clusters
  Score: Raw -270467.969463 + Penalty 2544.241817 = -267923.727646
  nChanged 18
		SP:Iteration 52Q (79052.410000 sec): 3 clusters
  Score: Raw -270480.123360 + Penalty 2544.241817 = -267935.881543
  nChanged 21
		SP:Iteration 53Q (79052.450000 sec): 3 clusters
  Score: Raw -270492.339109 + Penalty 2544.241817 = -267948.097292
  nChanged 16
		SP:Iteration 54Q (79052.500000 sec): 3 clusters
  Score: Raw -270501.481347 + Penalty 2544.241817 = -267957.239530
  nChanged 10
		SP:Iteration 55Q (79052.540000 sec): 3 clusters
  Score: Raw -270506.598107 + Penalty 2544.241817 = -267962.356290
  nChanged 10
		SP:Iteration 56Q (79052.590000 sec): 3 clusters
  Score: Raw -270512.949944 + Penalty 2544.241817 = -267968.708128
  nChanged 10
		SP:Iteration 57Q (79052.630000 sec): 3 clusters
  Score: Raw -270519.652606 + Penalty 2544.241817 = -267975.410789
  nChanged 9
		SP:Iteration 58Q (79052.670000 sec): 3 clusters
  Score: Raw -270527.656742 + Penalty 2544.241817 = -267983.414926
  nChanged 11
		SP:Iteration 59Q (79052.720000 sec): 3 clusters
  Score: Raw -270537.945748 + Penalty 2544.241817 = -267993.703931
  nChanged 12
		SP:Iteration 60F (79052.760000 sec): 3 clusters
  Score: Raw -270544.257098 + Penalty 2544.241817 = -268000.015281
  nChanged 7
		SP:Iteration 61Q (79052.810000 sec): 3 clusters
  Score: Raw -270548.907806 + Penalty 2544.241817 = -268004.665990
  nChanged 5
		SP:Iteration 62Q (79052.850000 sec): 3 clusters
  Score: Raw -270552.268123 + Penalty 2544.241817 = -268008.026306
  nChanged 6
		SP:Iteration 63Q (79052.890000 sec): 3 clusters
  Score: Raw -270554.894989 + Penalty 2544.241817 = -268010.653172
  nChanged 5
		SP:Iteration 64Q (79052.940000 sec): 3 clusters
  Score: Raw -270557.113219 + Penalty 2544.241817 = -268012.871402
  nChanged 3
		SP:Iteration 65Q (79052.980000 sec): 3 clusters
  Score: Raw -270558.916610 + Penalty 2544.241817 = -268014.674794
  nChanged 3
		SP:Iteration 66Q (79053.030000 sec): 3 clusters
  Score: Raw -270559.996196 + Penalty 2544.241817 = -268015.754379
  nChanged 2
		SP:Iteration 67Q (79053.070000 sec): 3 clusters
  Score: Raw -270561.164738 + Penalty 2544.241817 = -268016.922921
  nChanged 1
		SP:Iteration 68Q (79053.110000 sec): 3 clusters
  Score: Raw -270562.572075 + Penalty 2544.241817 = -268018.330258
  nChanged 2
		SP:Iteration 69Q (79053.160000 sec): 3 clusters
  Score: Raw -270562.908368 + Penalty 2544.241817 = -268018.666551
  nChanged 0
		SP:Iteration 70F (79053.210000 sec): 3 clusters
  Score: Raw -270562.908368 + Penalty 2544.241817 = -268018.666551
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 70 (4756 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79053.280000 sec): 2 clusters
  Score: Raw -514480.502081 + Penalty 1375.913867 = -513104.588215
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79053.380000 sec): 3 clusters
  Score: Raw -512096.402028 + Penalty 2751.827734 = -509344.574294
  nChanged 1916
		SP:Iteration 1F (79053.480000 sec): 3 clusters
  Score: Raw -513465.939902 + Penalty 2751.827734 = -510714.112169
  nChanged 437
		SP:Iteration 2F (79053.570000 sec): 3 clusters
  Score: Raw -513834.263662 + Penalty 2751.827734 = -511082.435928
  nChanged 332
		SP:Iteration 3F (79053.650000 sec): 3 clusters
  Score: Raw -514088.445331 + Penalty 2751.827734 = -511336.617597
  nChanged 269
		SP:Iteration 4F (79053.730000 sec): 3 clusters
  Score: Raw -514281.489580 + Penalty 2751.827734 = -511529.661846
  nChanged 210
		SP:Iteration 5Q (79053.820000 sec): 3 clusters
  Score: Raw -514422.645704 + Penalty 2751.827734 = -511670.817971
  nChanged 179
		SP:Iteration 6Q (79053.910000 sec): 3 clusters
  Score: Raw -514559.709487 + Penalty 2751.827734 = -511807.881753
  nChanged 179
		SP:Iteration 7Q (79053.990000 sec): 3 clusters
  Score: Raw -514683.433175 + Penalty 2751.827734 = -511931.605441
  nChanged 119
		SP:Iteration 8Q (79054.080000 sec): 3 clusters
  Score: Raw -514755.930857 + Penalty 2751.827734 = -512004.103123
  nChanged 105
		SP:Iteration 9Q (79054.160000 sec): 3 clusters
  Score: Raw -514813.308871 + Penalty 2751.827734 = -512061.481137
  nChanged 97
		SP:Iteration 10Q (79054.250000 sec): 3 clusters
  Score: Raw -514873.839502 + Penalty 2751.827734 = -512122.011768
  nChanged 84
		SP:Iteration 11Q (79054.330000 sec): 3 clusters
  Score: Raw -514913.306270 + Penalty 2751.827734 = -512161.478536
  nChanged 50
		SP:Iteration 12Q (79054.410000 sec): 3 clusters
  Score: Raw -514931.093143 + Penalty 2751.827734 = -512179.265409
  nChanged 36
		SP:Iteration 13Q (79054.500000 sec): 3 clusters
  Score: Raw -514944.719641 + Penalty 2751.827734 = -512192.891908
  nChanged 27
		SP:Iteration 14Q (79054.580000 sec): 3 clusters
  Score: Raw -514954.435633 + Penalty 2751.827734 = -512202.607900
  nChanged 21
		SP:Iteration 15Q (79054.670000 sec): 3 clusters
  Score: Raw -514960.996345 + Penalty 2751.827734 = -512209.168611
  nChanged 19
		SP:Iteration 16Q (79054.750000 sec): 3 clusters
  Score: Raw -514968.659875 + Penalty 2751.827734 = -512216.832141
  nChanged 20
		SP:Iteration 17Q (79054.830000 sec): 3 clusters
  Score: Raw -514976.408265 + Penalty 2751.827734 = -512224.580531
  nChanged 23
		SP:Iteration 18Q (79054.920000 sec): 3 clusters
  Score: Raw -514982.287419 + Penalty 2751.827734 = -512230.459685
  nChanged 16
		SP:Iteration 19Q (79055.000000 sec): 3 clusters
  Score: Raw -514987.757650 + Penalty 2751.827734 = -512235.929916
  nChanged 12
		SP:Iteration 20F (79055.090000 sec): 3 clusters
  Score: Raw -514990.910630 + Penalty 2751.827734 = -512239.082896
  nChanged 10
		SP:Iteration 21Q (79055.170000 sec): 3 clusters
  Score: Raw -514993.763755 + Penalty 2751.827734 = -512241.936021
  nChanged 9
		SP:Iteration 22Q (79055.250000 sec): 3 clusters
  Score: Raw -514995.877562 + Penalty 2751.827734 = -512244.049828
  nChanged 12
		SP:Iteration 23Q (79055.340000 sec): 3 clusters
  Score: Raw -514998.426341 + Penalty 2751.827734 = -512246.598607
  nChanged 16
		SP:Iteration 24Q (79055.420000 sec): 3 clusters
  Score: Raw -515003.972325 + Penalty 2751.827734 = -512252.144591
  nChanged 14
		SP:Iteration 25Q (79055.500000 sec): 3 clusters
  Score: Raw -515008.682278 + Penalty 2751.827734 = -512256.854544
  nChanged 10
		SP:Iteration 26Q (79055.590000 sec): 3 clusters
  Score: Raw -515010.905011 + Penalty 2751.827734 = -512259.077277
  nChanged 9
		SP:Iteration 27Q (79055.670000 sec): 3 clusters
  Score: Raw -515013.800750 + Penalty 2751.827734 = -512261.973016
  nChanged 15
		SP:Iteration 28Q (79055.750000 sec): 3 clusters
  Score: Raw -515018.644295 + Penalty 2751.827734 = -512266.816561
  nChanged 10
		SP:Iteration 29Q (79055.840000 sec): 3 clusters
  Score: Raw -515021.634132 + Penalty 2751.827734 = -512269.806399
  nChanged 8
		SP:Iteration 30Q (79055.920000 sec): 3 clusters
  Score: Raw -515024.616644 + Penalty 2751.827734 = -512272.788910
  nChanged 14
		SP:Iteration 31Q (79056.010000 sec): 3 clusters
  Score: Raw -515031.820002 + Penalty 2751.827734 = -512279.992268
  nChanged 16
		SP:Iteration 32Q (79056.090000 sec): 3 clusters
  Score: Raw -515037.809615 + Penalty 2751.827734 = -512285.981881
  nChanged 16
		SP:Iteration 33Q (79056.170000 sec): 3 clusters
  Score: Raw -515043.313365 + Penalty 2751.827734 = -512291.485631
  nChanged 15
		SP:Iteration 34Q (79056.250000 sec): 3 clusters
  Score: Raw -515051.425486 + Penalty 2751.827734 = -512299.597752
  nChanged 22
		SP:Iteration 35Q (79056.340000 sec): 3 clusters
  Score: Raw -515061.887308 + Penalty 2751.827734 = -512310.059574
  nChanged 19
		SP:Iteration 36Q (79056.420000 sec): 3 clusters
  Score: Raw -515068.967937 + Penalty 2751.827734 = -512317.140203
  nChanged 15
		SP:Iteration 37Q (79056.510000 sec): 3 clusters
  Score: Raw -515073.516117 + Penalty 2751.827734 = -512321.688384
  nChanged 14
		SP:Iteration 38Q (79056.590000 sec): 3 clusters
  Score: Raw -515077.752888 + Penalty 2751.827734 = -512325.925155
  nChanged 15
		SP:Iteration 39Q (79056.670000 sec): 3 clusters
  Score: Raw -515083.196892 + Penalty 2751.827734 = -512331.369158
  nChanged 12
		SP:Iteration 40F (79056.760000 sec): 3 clusters
  Score: Raw -515089.228895 + Penalty 2751.827734 = -512337.401162
  nChanged 19
		SP:Iteration 41Q (79056.840000 sec): 3 clusters
  Score: Raw -515094.138797 + Penalty 2751.827734 = -512342.311063
  nChanged 13
		SP:Iteration 42Q (79056.920000 sec): 3 clusters
  Score: Raw -515097.497362 + Penalty 2751.827734 = -512345.669628
  nChanged 13
		SP:Iteration 43Q (79057.010000 sec): 3 clusters
  Score: Raw -515101.472430 + Penalty 2751.827734 = -512349.644696
  nChanged 11
		SP:Iteration 44Q (79057.090000 sec): 3 clusters
  Score: Raw -515105.252818 + Penalty 2751.827734 = -512353.425084
  nChanged 14
		SP:Iteration 45Q (79057.170000 sec): 3 clusters
  Score: Raw -515109.439710 + Penalty 2751.827734 = -512357.611976
  nChanged 7
		SP:Iteration 46Q (79057.260000 sec): 3 clusters
  Score: Raw -515111.061036 + Penalty 2751.827734 = -512359.233302
  nChanged 3
		SP:Iteration 47Q (79057.340000 sec): 3 clusters
  Score: Raw -515111.691555 + Penalty 2751.827734 = -512359.863821
  nChanged 4
		SP:Iteration 48Q (79057.420000 sec): 3 clusters
  Score: Raw -515112.820598 + Penalty 2751.827734 = -512360.992864
  nChanged 3
		SP:Iteration 49Q (79057.510000 sec): 3 clusters
  Score: Raw -515113.511967 + Penalty 2751.827734 = -512361.684233
  nChanged 3
		SP:Iteration 50Q (79057.590000 sec): 3 clusters
  Score: Raw -515114.418135 + Penalty 2751.827734 = -512362.590401
  nChanged 4
		SP:Iteration 51Q (79057.670000 sec): 3 clusters
  Score: Raw -515116.052625 + Penalty 2751.827734 = -512364.224891
  nChanged 3
		SP:Iteration 52Q (79057.750000 sec): 3 clusters
  Score: Raw -515116.771632 + Penalty 2751.827734 = -512364.943898
  nChanged 3
		SP:Iteration 53Q (79057.840000 sec): 3 clusters
  Score: Raw -515117.168662 + Penalty 2751.827734 = -512365.340929
  nChanged 2
		SP:Iteration 54Q (79057.920000 sec): 3 clusters
  Score: Raw -515117.482065 + Penalty 2751.827734 = -512365.654331
  nChanged 2
		SP:Iteration 55Q (79058.010000 sec): 3 clusters
  Score: Raw -515117.915949 + Penalty 2751.827734 = -512366.088215
  nChanged 4
		SP:Iteration 56Q (79058.090000 sec): 3 clusters
  Score: Raw -515118.769303 + Penalty 2751.827734 = -512366.941569
  nChanged 5
		SP:Iteration 57Q (79058.170000 sec): 3 clusters
  Score: Raw -515119.779116 + Penalty 2751.827734 = -512367.951382
  nChanged 7
		SP:Iteration 58Q (79058.250000 sec): 3 clusters
  Score: Raw -515120.726770 + Penalty 2751.827734 = -512368.899036
  nChanged 3
		SP:Iteration 59Q (79058.340000 sec): 3 clusters
  Score: Raw -515121.366847 + Penalty 2751.827734 = -512369.539113
  nChanged 3
		SP:Iteration 60F (79058.420000 sec): 3 clusters
  Score: Raw -515122.029451 + Penalty 2751.827734 = -512370.201717
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 71 (490 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79058.470000 sec): 2 clusters
  Score: Raw -55922.753356 + Penalty 1006.590876 = -54916.162480
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79058.480000 sec): 3 clusters
  Score: Raw -55872.767045 + Penalty 2013.181752 = -53859.585293
  nChanged 106
		SP:Iteration 1F (79058.490000 sec): 3 clusters
  Score: Raw -56024.607197 + Penalty 2013.181752 = -54011.425445
  nChanged 23
		SP:Iteration 2Q (79058.510000 sec): 3 clusters
  Score: Raw -56051.715857 + Penalty 2013.181752 = -54038.534105
  nChanged 9
		SP:Iteration 3Q (79058.510000 sec): 3 clusters
  Score: Raw -56063.887798 + Penalty 2013.181752 = -54050.706046
  nChanged 5
		SP:Iteration 4Q (79058.530000 sec): 3 clusters
  Score: Raw -56074.270445 + Penalty 2013.181752 = -54061.088693
  nChanged 5
		SP:Iteration 5Q (79058.530000 sec): 3 clusters
  Score: Raw -56085.236186 + Penalty 2013.181752 = -54072.054434
  nChanged 8
		SP:Iteration 6Q (79058.550000 sec): 3 clusters
  Score: Raw -56099.864585 + Penalty 2013.181752 = -54086.682833
  nChanged 4
		SP:Iteration 7Q (79058.550000 sec): 3 clusters
  Score: Raw -56104.061312 + Penalty 2013.181752 = -54090.879559
  nChanged 4
		SP:Iteration 8Q (79058.570000 sec): 3 clusters
  Score: Raw -56108.458479 + Penalty 2013.181752 = -54095.276727
  nChanged 2
		SP:Iteration 9Q (79058.570000 sec): 3 clusters
  Score: Raw -56112.225401 + Penalty 2013.181752 = -54099.043649
  nChanged 3
		SP:Iteration 10Q (79058.590000 sec): 3 clusters
  Score: Raw -56116.384284 + Penalty 2013.181752 = -54103.202532
  nChanged 4
		SP:Iteration 11Q (79058.590000 sec): 3 clusters
  Score: Raw -56120.802446 + Penalty 2013.181752 = -54107.620694
  nChanged 5
		SP:Iteration 12Q (79058.610000 sec): 3 clusters
  Score: Raw -56125.957898 + Penalty 2013.181752 = -54112.776146
  nChanged 3
		SP:Iteration 13Q (79058.610000 sec): 3 clusters
  Score: Raw -56130.908825 + Penalty 2013.181752 = -54117.727073
  nChanged 5
		SP:Iteration 14Q (79058.630000 sec): 3 clusters
  Score: Raw -56142.529640 + Penalty 2013.181752 = -54129.347888
  nChanged 4
		SP:Iteration 15Q (79058.630000 sec): 3 clusters
  Score: Raw -56157.757459 + Penalty 2013.181752 = -54144.575707
  nChanged 5
		SP:Iteration 16Q (79058.650000 sec): 3 clusters
  Score: Raw -56169.844172 + Penalty 2013.181752 = -54156.662420
  nChanged 6
		SP:Iteration 17Q (79058.650000 sec): 3 clusters
  Score: Raw -56174.633347 + Penalty 2013.181752 = -54161.451594
  nChanged 0
		SP:Iteration 18F (79058.670000 sec): 3 clusters
  Score: Raw -56174.633347 + Penalty 2013.181752 = -54161.451594
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 72 (2046 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79058.730000 sec): 2 clusters
  Score: Raw -237232.349643 + Penalty 1238.841816 = -235993.507826
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79058.770000 sec): 3 clusters
  Score: Raw -236353.596263 + Penalty 2477.683633 = -233875.912631
  nChanged 737
		SP:Iteration 1F (79058.810000 sec): 3 clusters
  Score: Raw -236921.170641 + Penalty 2477.683633 = -234443.487008
  nChanged 202
		SP:Iteration 2F (79058.850000 sec): 3 clusters
  Score: Raw -237132.937323 + Penalty 2477.683633 = -234655.253691
  nChanged 135
		SP:Iteration 3F (79058.880000 sec): 3 clusters
  Score: Raw -237271.865722 + Penalty 2477.683633 = -234794.182089
  nChanged 97
		SP:Iteration 4Q (79058.920000 sec): 3 clusters
  Score: Raw -237348.481100 + Penalty 2477.683633 = -234870.797467
  nChanged 80
		SP:Iteration 5Q (79058.960000 sec): 3 clusters
  Score: Raw -237408.897087 + Penalty 2477.683633 = -234931.213454
  nChanged 53
		SP:Iteration 6Q (79058.990000 sec): 3 clusters
  Score: Raw -237452.635849 + Penalty 2477.683633 = -234974.952217
  nChanged 53
		SP:Iteration 7Q (79059.030000 sec): 3 clusters
  Score: Raw -237498.629102 + Penalty 2477.683633 = -235020.945469
  nChanged 50
		SP:Iteration 8Q (79059.070000 sec): 3 clusters
  Score: Raw -237537.006353 + Penalty 2477.683633 = -235059.322721
  nChanged 47
		SP:Iteration 9Q (79059.110000 sec): 3 clusters
  Score: Raw -237577.758608 + Penalty 2477.683633 = -235100.074975
  nChanged 42
		SP:Iteration 10Q (79059.150000 sec): 3 clusters
  Score: Raw -237619.512968 + Penalty 2477.683633 = -235141.829335
  nChanged 45
		SP:Iteration 11Q (79059.180000 sec): 3 clusters
  Score: Raw -237661.887003 + Penalty 2477.683633 = -235184.203370
  nChanged 45
		SP:Iteration 12Q (79059.220000 sec): 3 clusters
  Score: Raw -237694.652850 + Penalty 2477.683633 = -235216.969218
  nChanged 34
		SP:Iteration 13Q (79059.260000 sec): 3 clusters
  Score: Raw -237724.410526 + Penalty 2477.683633 = -235246.726893
  nChanged 33
		SP:Iteration 14Q (79059.290000 sec): 3 clusters
  Score: Raw -237749.566614 + Penalty 2477.683633 = -235271.882982
  nChanged 21
		SP:Iteration 15Q (79059.330000 sec): 3 clusters
  Score: Raw -237760.856185 + Penalty 2477.683633 = -235283.172552
  nChanged 12
		SP:Iteration 16Q (79059.370000 sec): 3 clusters
  Score: Raw -237766.847784 + Penalty 2477.683633 = -235289.164151
  nChanged 6
		SP:Iteration 17Q (79059.410000 sec): 3 clusters
  Score: Raw -237770.671932 + Penalty 2477.683633 = -235292.988300
  nChanged 4
		SP:Iteration 18Q (79059.440000 sec): 3 clusters
  Score: Raw -237772.807898 + Penalty 2477.683633 = -235295.124265
  nChanged 4
		SP:Iteration 19Q (79059.480000 sec): 3 clusters
  Score: Raw -237774.432482 + Penalty 2477.683633 = -235296.748849
  nChanged 1
		SP:Iteration 20F (79059.520000 sec): 3 clusters
  Score: Raw -237774.868241 + Penalty 2477.683633 = -235297.184608
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 73 (3514 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79059.590000 sec): 2 clusters
  Score: Raw -395727.932763 + Penalty 1326.732919 = -394401.199845
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79059.660000 sec): 3 clusters
  Score: Raw -394064.668660 + Penalty 2653.465837 = -391411.202822
  nChanged 1351
		SP:Iteration 1F (79059.720000 sec): 3 clusters
  Score: Raw -394982.213419 + Penalty 2653.465837 = -392328.747581
  nChanged 316
		SP:Iteration 2F (79059.790000 sec): 3 clusters
  Score: Raw -395226.749165 + Penalty 2653.465837 = -392573.283327
  nChanged 236
		SP:Iteration 3F (79059.850000 sec): 3 clusters
  Score: Raw -395412.807539 + Penalty 2653.465837 = -392759.341702
  nChanged 221
		SP:Iteration 4F (79059.920000 sec): 3 clusters
  Score: Raw -395584.045259 + Penalty 2653.465837 = -392930.579422
  nChanged 215
		SP:Iteration 5F (79059.980000 sec): 3 clusters
  Score: Raw -395777.022688 + Penalty 2653.465837 = -393123.556850
  nChanged 177
		SP:Iteration 6F (79060.040000 sec): 3 clusters
  Score: Raw -395939.463394 + Penalty 2653.465837 = -393285.997556
  nChanged 137
		SP:Iteration 7Q (79060.100000 sec): 3 clusters
  Score: Raw -396047.887325 + Penalty 2653.465837 = -393394.421488
  nChanged 93
		SP:Iteration 8Q (79060.170000 sec): 3 clusters
  Score: Raw -396129.129380 + Penalty 2653.465837 = -393475.663542
  nChanged 78
		SP:Iteration 9Q (79060.230000 sec): 3 clusters
  Score: Raw -396196.553330 + Penalty 2653.465837 = -393543.087492
  nChanged 66
		SP:Iteration 10Q (79060.290000 sec): 3 clusters
  Score: Raw -396266.605426 + Penalty 2653.465837 = -393613.139589
  nChanged 59
		SP:Iteration 11Q (79060.360000 sec): 3 clusters
  Score: Raw -396309.576679 + Penalty 2653.465837 = -393656.110842
  nChanged 35
		SP:Iteration 12Q (79060.420000 sec): 3 clusters
  Score: Raw -396346.303092 + Penalty 2653.465837 = -393692.837255
  nChanged 45
		SP:Iteration 13Q (79060.480000 sec): 3 clusters
  Score: Raw -396385.328644 + Penalty 2653.465837 = -393731.862807
  nChanged 35
		SP:Iteration 14Q (79060.540000 sec): 3 clusters
  Score: Raw -396401.620036 + Penalty 2653.465837 = -393748.154199
  nChanged 12
		SP:Iteration 15Q (79060.600000 sec): 3 clusters
  Score: Raw -396407.493217 + Penalty 2653.465837 = -393754.027380
  nChanged 10
		SP:Iteration 16Q (79060.660000 sec): 3 clusters
  Score: Raw -396413.545283 + Penalty 2653.465837 = -393760.079446
  nChanged 13
		SP:Iteration 17Q (79060.730000 sec): 3 clusters
  Score: Raw -396422.260211 + Penalty 2653.465837 = -393768.794374
  nChanged 19
		SP:Iteration 18Q (79060.790000 sec): 3 clusters
  Score: Raw -396434.493351 + Penalty 2653.465837 = -393781.027513
  nChanged 11
		SP:Iteration 19Q (79060.850000 sec): 3 clusters
  Score: Raw -396439.521684 + Penalty 2653.465837 = -393786.055847
  nChanged 14
		SP:Iteration 20F (79060.910000 sec): 3 clusters
  Score: Raw -396445.206690 + Penalty 2653.465837 = -393791.740853
  nChanged 9
		SP:Iteration 21Q (79060.980000 sec): 3 clusters
  Score: Raw -396448.244898 + Penalty 2653.465837 = -393794.779060
  nChanged 6
		SP:Iteration 22Q (79061.040000 sec): 3 clusters
  Score: Raw -396449.747325 + Penalty 2653.465837 = -393796.281488
  nChanged 3
		SP:Iteration 23Q (79061.100000 sec): 3 clusters
  Score: Raw -396450.732472 + Penalty 2653.465837 = -393797.266634
  nChanged 2
		SP:Iteration 24Q (79061.160000 sec): 3 clusters
  Score: Raw -396451.276733 + Penalty 2653.465837 = -393797.810895
  nChanged 2
		SP:Iteration 25Q (79061.220000 sec): 3 clusters
  Score: Raw -396452.259605 + Penalty 2653.465837 = -393798.793767
  nChanged 2
		SP:Iteration 26Q (79061.280000 sec): 3 clusters
  Score: Raw -396452.921175 + Penalty 2653.465837 = -393799.455337
  nChanged 0
		SP:Iteration 27F (79061.350000 sec): 3 clusters
  Score: Raw -396452.921175 + Penalty 2653.465837 = -393799.455337
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 74 (15593 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79061.500000 sec): 2 clusters
  Score: Raw -1750171.971711 + Penalty 1568.868823 = -1748603.102887
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79061.700000 sec): 3 clusters
  Score: Raw -1740932.324803 + Penalty 3137.737647 = -1737794.587156
  nChanged 6998
		SP:Iteration 1F (79061.900000 sec): 3 clusters
  Score: Raw -1744916.847209 + Penalty 3137.737647 = -1741779.109562
  nChanged 949
		SP:Iteration 2F (79062.090000 sec): 3 clusters
  Score: Raw -1745339.210765 + Penalty 3137.737647 = -1742201.473118
  nChanged 842
		SP:Iteration 3F (79062.330000 sec): 3 clusters
  Score: Raw -1745726.621448 + Penalty 3137.737647 = -1742588.883801
  nChanged 827
		SP:Iteration 4F (79062.520000 sec): 3 clusters
  Score: Raw -1746143.446122 + Penalty 3137.737647 = -1743005.708475
  nChanged 857
		SP:Iteration 5F (79062.720000 sec): 3 clusters
  Score: Raw -1746652.642060 + Penalty 3137.737647 = -1743514.904413
  nChanged 880
		SP:Iteration 6F (79062.900000 sec): 3 clusters
  Score: Raw -1747223.151801 + Penalty 3137.737647 = -1744085.414155
  nChanged 856
		SP:Iteration 7F (79063.100000 sec): 3 clusters
  Score: Raw -1747873.700574 + Penalty 3137.737647 = -1744735.962927
  nChanged 831
		SP:Iteration 8F (79063.280000 sec): 3 clusters
  Score: Raw -1748562.939360 + Penalty 3137.737647 = -1745425.201714
  nChanged 693
		SP:Iteration 9Q (79063.490000 sec): 3 clusters
  Score: Raw -1749154.560733 + Penalty 3137.737647 = -1746016.823086
  nChanged 543
		SP:Iteration 10Q (79063.660000 sec): 3 clusters
  Score: Raw -1749565.286899 + Penalty 3137.737647 = -1746427.549252
  nChanged 448
		SP:Iteration 11Q (79063.860000 sec): 3 clusters
  Score: Raw -1749824.320311 + Penalty 3137.737647 = -1746686.582665
  nChanged 354
		SP:Iteration 12Q (79064.030000 sec): 3 clusters
  Score: Raw -1749984.352016 + Penalty 3137.737647 = -1746846.614370
  nChanged 238
		SP:Iteration 13Q (79064.230000 sec): 3 clusters
  Score: Raw -1750071.251743 + Penalty 3137.737647 = -1746933.514096
  nChanged 198
		SP:Iteration 14Q (79064.420000 sec): 3 clusters
  Score: Raw -1750144.091450 + Penalty 3137.737647 = -1747006.353803
  nChanged 184
		SP:Iteration 15Q (79064.610000 sec): 3 clusters
  Score: Raw -1750216.074222 + Penalty 3137.737647 = -1747078.336575
  nChanged 181
		SP:Iteration 16Q (79064.800000 sec): 3 clusters
  Score: Raw -1750292.712573 + Penalty 3137.737647 = -1747154.974926
  nChanged 169
		SP:Iteration 17Q (79065.000000 sec): 3 clusters
  Score: Raw -1750358.510816 + Penalty 3137.737647 = -1747220.773169
  nChanged 156
		SP:Iteration 18Q (79065.190000 sec): 3 clusters
  Score: Raw -1750407.353267 + Penalty 3137.737647 = -1747269.615620
  nChanged 116
		SP:Iteration 19Q (79065.380000 sec): 3 clusters
  Score: Raw -1750438.564359 + Penalty 3137.737647 = -1747300.826713
  nChanged 108
		SP:Iteration 20F (79065.590000 sec): 3 clusters
  Score: Raw -1750468.872915 + Penalty 3137.737647 = -1747331.135268
  nChanged 114
		SP:Iteration 21Q (79065.760000 sec): 3 clusters
  Score: Raw -1750499.510886 + Penalty 3137.737647 = -1747361.773239
  nChanged 102
		SP:Iteration 22Q (79065.950000 sec): 3 clusters
  Score: Raw -1750527.541897 + Penalty 3137.737647 = -1747389.804250
  nChanged 99
		SP:Iteration 23Q (79066.150000 sec): 3 clusters
  Score: Raw -1750554.011919 + Penalty 3137.737647 = -1747416.274272
  nChanged 109
		SP:Iteration 24Q (79066.330000 sec): 3 clusters
  Score: Raw -1750592.638672 + Penalty 3137.737647 = -1747454.901025
  nChanged 127
		SP:Iteration 25Q (79066.520000 sec): 3 clusters
  Score: Raw -1750646.824185 + Penalty 3137.737647 = -1747509.086539
  nChanged 148
		SP:Iteration 26Q (79066.710000 sec): 3 clusters
  Score: Raw -1750708.068157 + Penalty 3137.737647 = -1747570.330510
  nChanged 162
		SP:Iteration 27Q (79066.910000 sec): 3 clusters
  Score: Raw -1750779.025656 + Penalty 3137.737647 = -1747641.288009
  nChanged 172
		SP:Iteration 28Q (79067.100000 sec): 3 clusters
  Score: Raw -1750859.863700 + Penalty 3137.737647 = -1747722.126053
  nChanged 186
		SP:Iteration 29Q (79067.290000 sec): 3 clusters
  Score: Raw -1750946.390779 + Penalty 3137.737647 = -1747808.653132
  nChanged 203
		SP:Iteration 30Q (79067.490000 sec): 3 clusters
  Score: Raw -1751045.130097 + Penalty 3137.737647 = -1747907.392450
  nChanged 206
		SP:Iteration 31Q (79067.690000 sec): 3 clusters
  Score: Raw -1751133.615956 + Penalty 3137.737647 = -1747995.878309
  nChanged 199
		SP:Iteration 32Q (79067.880000 sec): 3 clusters
  Score: Raw -1751216.043564 + Penalty 3137.737647 = -1748078.305917
  nChanged 185
		SP:Iteration 33Q (79068.070000 sec): 3 clusters
  Score: Raw -1751288.715006 + Penalty 3137.737647 = -1748150.977360
  nChanged 170
		SP:Iteration 34Q (79068.260000 sec): 3 clusters
  Score: Raw -1751358.700596 + Penalty 3137.737647 = -1748220.962949
  nChanged 167
		SP:Iteration 35Q (79068.450000 sec): 3 clusters
  Score: Raw -1751411.755842 + Penalty 3137.737647 = -1748274.018196
  nChanged 129
		SP:Iteration 36Q (79068.640000 sec): 3 clusters
  Score: Raw -1751450.704774 + Penalty 3137.737647 = -1748312.967127
  nChanged 105
		SP:Iteration 37Q (79068.830000 sec): 3 clusters
  Score: Raw -1751477.626296 + Penalty 3137.737647 = -1748339.888649
  nChanged 114
		SP:Iteration 38Q (79069.020000 sec): 3 clusters
  Score: Raw -1751507.891059 + Penalty 3137.737647 = -1748370.153412
  nChanged 94
		SP:Iteration 39Q (79069.210000 sec): 3 clusters
  Score: Raw -1751529.488203 + Penalty 3137.737647 = -1748391.750556
  nChanged 84
		SP:Iteration 40F (79069.410000 sec): 3 clusters
  Score: Raw -1751564.095524 + Penalty 3137.737647 = -1748426.357877
  nChanged 95
		SP:Iteration 41Q (79069.660000 sec): 3 clusters
  Score: Raw -1751594.987320 + Penalty 3137.737647 = -1748457.249673
  nChanged 97
		SP:Iteration 42Q (79069.880000 sec): 3 clusters
  Score: Raw -1751621.661102 + Penalty 3137.737647 = -1748483.923456
  nChanged 89
		SP:Iteration 43Q (79070.060000 sec): 3 clusters
  Score: Raw -1751641.861363 + Penalty 3137.737647 = -1748504.123716
  nChanged 86
		SP:Iteration 44Q (79070.300000 sec): 3 clusters
  Score: Raw -1751660.974972 + Penalty 3137.737647 = -1748523.237326
  nChanged 75
		SP:Iteration 45Q (79070.490000 sec): 3 clusters
  Score: Raw -1751676.901729 + Penalty 3137.737647 = -1748539.164082
  nChanged 74
		SP:Iteration 46Q (79070.680000 sec): 3 clusters
  Score: Raw -1751692.520020 + Penalty 3137.737647 = -1748554.782373
  nChanged 79
		SP:Iteration 47Q (79070.870000 sec): 3 clusters
  Score: Raw -1751712.834518 + Penalty 3137.737647 = -1748575.096871
  nChanged 88
		SP:Iteration 48Q (79071.060000 sec): 3 clusters
  Score: Raw -1751734.470803 + Penalty 3137.737647 = -1748596.733156
  nChanged 107
		SP:Iteration 49Q (79071.250000 sec): 3 clusters
  Score: Raw -1751770.197335 + Penalty 3137.737647 = -1748632.459688
  nChanged 125
		SP:Iteration 50Q (79071.440000 sec): 3 clusters
  Score: Raw -1751818.708433 + Penalty 3137.737647 = -1748680.970786
  nChanged 147
		SP:Iteration 51Q (79071.630000 sec): 3 clusters
  Score: Raw -1751891.276670 + Penalty 3137.737647 = -1748753.539024
  nChanged 183
		SP:Iteration 52Q (79071.820000 sec): 3 clusters
  Score: Raw -1752000.835773 + Penalty 3137.737647 = -1748863.098127
  nChanged 219
		SP:Iteration 53Q (79072.010000 sec): 3 clusters
  Score: Raw -1752163.056463 + Penalty 3137.737647 = -1749025.318816
  nChanged 232
		SP:Iteration 54Q (79072.180000 sec): 3 clusters
  Score: Raw -1752401.480623 + Penalty 3137.737647 = -1749263.742976
  nChanged 262
		SP:Iteration 55Q (79072.420000 sec): 3 clusters
  Score: Raw -1752719.341450 + Penalty 3137.737647 = -1749581.603803
  nChanged 228
		SP:Iteration 56Q (79072.600000 sec): 3 clusters
  Score: Raw -1752939.336981 + Penalty 3137.737647 = -1749801.599334
  nChanged 182
		SP:Iteration 57Q (79072.780000 sec): 3 clusters
  Score: Raw -1753053.662339 + Penalty 3137.737647 = -1749915.924692
  nChanged 137
		SP:Iteration 58Q (79072.950000 sec): 3 clusters
  Score: Raw -1753123.034690 + Penalty 3137.737647 = -1749985.297043
  nChanged 72
		SP:Iteration 59Q (79073.170000 sec): 3 clusters
  Score: Raw -1753148.411379 + Penalty 3137.737647 = -1750010.673732
  nChanged 45
		SP:Iteration 60F (79073.420000 sec): 3 clusters
  Score: Raw -1753178.745944 + Penalty 3137.737647 = -1750041.008297
  nChanged 32
		SP:Iteration 61Q (79073.610000 sec): 3 clusters
  Score: Raw -1753190.466986 + Penalty 3137.737647 = -1750052.729340
  nChanged 36
		SP:Iteration 62Q (79073.800000 sec): 3 clusters
  Score: Raw -1753198.877737 + Penalty 3137.737647 = -1750061.140090
  nChanged 24
		SP:Iteration 63Q (79073.990000 sec): 3 clusters
  Score: Raw -1753202.652694 + Penalty 3137.737647 = -1750064.915048
  nChanged 20
		SP:Iteration 64Q (79074.180000 sec): 3 clusters
  Score: Raw -1753205.020289 + Penalty 3137.737647 = -1750067.282642
  nChanged 14
		SP:Iteration 65Q (79074.380000 sec): 3 clusters
  Score: Raw -1753206.300459 + Penalty 3137.737647 = -1750068.562812
  nChanged 9
		SP:Iteration 66Q (79074.570000 sec): 3 clusters
  Score: Raw -1753207.167188 + Penalty 3137.737647 = -1750069.429541
  nChanged 5
		SP:Iteration 67Q (79074.760000 sec): 3 clusters
  Score: Raw -1753207.493720 + Penalty 3137.737647 = -1750069.756073
  nChanged 2
		SP:Iteration 68Q (79074.950000 sec): 3 clusters
  Score: Raw -1753207.608281 + Penalty 3137.737647 = -1750069.870634
  nChanged 4
		SP:Iteration 69Q (79075.140000 sec): 3 clusters
  Score: Raw -1753208.012768 + Penalty 3137.737647 = -1750070.275121
  nChanged 7
		SP:Iteration 70Q (79075.320000 sec): 3 clusters
  Score: Raw -1753208.581776 + Penalty 3137.737647 = -1750070.844129
  nChanged 6
		SP:Iteration 71Q (79075.520000 sec): 3 clusters
  Score: Raw -1753209.157373 + Penalty 3137.737647 = -1750071.419726
  nChanged 6
		SP:Iteration 72Q (79075.700000 sec): 3 clusters
  Score: Raw -1753209.442560 + Penalty 3137.737647 = -1750071.704913
  nChanged 2
		SP:Iteration 73Q (79075.900000 sec): 3 clusters
  Score: Raw -1753209.570950 + Penalty 3137.737647 = -1750071.833303
  nChanged 0
		SP:Iteration 74F (79076.100000 sec): 3 clusters
  Score: Raw -1753209.570950 + Penalty 3137.737647 = -1750071.833303
  nChanged 0
  Score: Raw -119171958.335892 + Penalty 270044.021176 = -118901914.314715

Splitting cluster 74 changes total score from -118901093.536480 to -118901914.314715

 So it's getting split into cluster 120.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 75 (1816 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79439.750000 sec): 2 clusters
  Score: Raw -204018.349166 + Penalty 1219.463628 = -202798.885538
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79439.790000 sec): 3 clusters
  Score: Raw -203281.848451 + Penalty 2438.927257 = -200842.921195
  nChanged 650
		SP:Iteration 1F (79439.840000 sec): 3 clusters
  Score: Raw -203767.261745 + Penalty 2438.927257 = -201328.334488
  nChanged 177
		SP:Iteration 2F (79439.870000 sec): 3 clusters
  Score: Raw -203932.948503 + Penalty 2438.927257 = -201494.021246
  nChanged 111
		SP:Iteration 3F (79439.900000 sec): 3 clusters
  Score: Raw -204033.027935 + Penalty 2438.927257 = -201594.100678
  nChanged 83
		SP:Iteration 4Q (79439.940000 sec): 3 clusters
  Score: Raw -204102.491195 + Penalty 2438.927257 = -201663.563938
  nChanged 63
		SP:Iteration 5Q (79439.970000 sec): 3 clusters
  Score: Raw -204164.319854 + Penalty 2438.927257 = -201725.392597
  nChanged 58
		SP:Iteration 6Q (79440.000000 sec): 3 clusters
  Score: Raw -204220.495601 + Penalty 2438.927257 = -201781.568345
  nChanged 52
		SP:Iteration 7Q (79440.040000 sec): 3 clusters
  Score: Raw -204263.837973 + Penalty 2438.927257 = -201824.910717
  nChanged 31
		SP:Iteration 8Q (79440.070000 sec): 3 clusters
  Score: Raw -204285.170344 + Penalty 2438.927257 = -201846.243087
  nChanged 21
		SP:Iteration 9Q (79440.110000 sec): 3 clusters
  Score: Raw -204302.941039 + Penalty 2438.927257 = -201864.013783
  nChanged 18
		SP:Iteration 10Q (79440.140000 sec): 3 clusters
  Score: Raw -204316.518879 + Penalty 2438.927257 = -201877.591622
  nChanged 19
		SP:Iteration 11Q (79440.170000 sec): 3 clusters
  Score: Raw -204325.960008 + Penalty 2438.927257 = -201887.032751
  nChanged 13
		SP:Iteration 12Q (79440.210000 sec): 3 clusters
  Score: Raw -204332.734171 + Penalty 2438.927257 = -201893.806914
  nChanged 9
		SP:Iteration 13Q (79440.240000 sec): 3 clusters
  Score: Raw -204339.893643 + Penalty 2438.927257 = -201900.966386
  nChanged 10
		SP:Iteration 14Q (79440.270000 sec): 3 clusters
  Score: Raw -204345.488691 + Penalty 2438.927257 = -201906.561434
  nChanged 7
		SP:Iteration 15Q (79440.310000 sec): 3 clusters
  Score: Raw -204349.918723 + Penalty 2438.927257 = -201910.991466
  nChanged 6
		SP:Iteration 16Q (79440.340000 sec): 3 clusters
  Score: Raw -204352.800658 + Penalty 2438.927257 = -201913.873402
  nChanged 3
		SP:Iteration 17Q (79440.370000 sec): 3 clusters
  Score: Raw -204355.779302 + Penalty 2438.927257 = -201916.852045
  nChanged 3
		SP:Iteration 18Q (79440.410000 sec): 3 clusters
  Score: Raw -204358.254585 + Penalty 2438.927257 = -201919.327329
  nChanged 4
		SP:Iteration 19Q (79440.440000 sec): 3 clusters
  Score: Raw -204360.693905 + Penalty 2438.927257 = -201921.766648
  nChanged 5
		SP:Iteration 20F (79440.480000 sec): 3 clusters
  Score: Raw -204365.384959 + Penalty 2438.927257 = -201926.457702
  nChanged 6
		SP:Iteration 21Q (79440.510000 sec): 3 clusters
  Score: Raw -204371.785111 + Penalty 2438.927257 = -201932.857854
  nChanged 4
		SP:Iteration 22Q (79440.540000 sec): 3 clusters
  Score: Raw -204374.822037 + Penalty 2438.927257 = -201935.894781
  nChanged 5
		SP:Iteration 23Q (79440.580000 sec): 3 clusters
  Score: Raw -204378.592628 + Penalty 2438.927257 = -201939.665371
  nChanged 5
		SP:Iteration 24Q (79440.610000 sec): 3 clusters
  Score: Raw -204381.740429 + Penalty 2438.927257 = -201942.813172
  nChanged 4
		SP:Iteration 25Q (79440.640000 sec): 3 clusters
  Score: Raw -204383.710958 + Penalty 2438.927257 = -201944.783701
  nChanged 2
		SP:Iteration 26Q (79440.680000 sec): 3 clusters
  Score: Raw -204384.758025 + Penalty 2438.927257 = -201945.830768
  nChanged 0
		SP:Iteration 27F (79440.710000 sec): 3 clusters
  Score: Raw -204384.758025 + Penalty 2438.927257 = -201945.830768
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 76 (2156 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79440.770000 sec): 2 clusters
  Score: Raw -240946.095182 + Penalty 1247.351614 = -239698.743568
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79440.820000 sec): 3 clusters
  Score: Raw -240009.859544 + Penalty 2494.703228 = -237515.156316
  nChanged 790
		SP:Iteration 1F (79440.860000 sec): 3 clusters
  Score: Raw -240617.761245 + Penalty 2494.703228 = -238123.058018
  nChanged 187
		SP:Iteration 2F (79440.900000 sec): 3 clusters
  Score: Raw -240802.145215 + Penalty 2494.703228 = -238307.441987
  nChanged 126
		SP:Iteration 3F (79440.940000 sec): 3 clusters
  Score: Raw -240945.967179 + Penalty 2494.703228 = -238451.263951
  nChanged 105
		SP:Iteration 4Q (79440.980000 sec): 3 clusters
  Score: Raw -241034.960067 + Penalty 2494.703228 = -238540.256840
  nChanged 87
		SP:Iteration 5Q (79441.010000 sec): 3 clusters
  Score: Raw -241124.215228 + Penalty 2494.703228 = -238629.512000
  nChanged 83
		SP:Iteration 6Q (79441.050000 sec): 3 clusters
  Score: Raw -241206.310741 + Penalty 2494.703228 = -238711.607513
  nChanged 67
		SP:Iteration 7Q (79441.090000 sec): 3 clusters
  Score: Raw -241261.607721 + Penalty 2494.703228 = -238766.904493
  nChanged 47
		SP:Iteration 8Q (79441.130000 sec): 3 clusters
  Score: Raw -241290.312833 + Penalty 2494.703228 = -238795.609605
  nChanged 31
		SP:Iteration 9Q (79441.170000 sec): 3 clusters
  Score: Raw -241307.677677 + Penalty 2494.703228 = -238812.974449
  nChanged 23
		SP:Iteration 10Q (79441.210000 sec): 3 clusters
  Score: Raw -241319.807503 + Penalty 2494.703228 = -238825.104275
  nChanged 19
		SP:Iteration 11Q (79441.250000 sec): 3 clusters
  Score: Raw -241331.902851 + Penalty 2494.703228 = -238837.199623
  nChanged 17
		SP:Iteration 12Q (79441.290000 sec): 3 clusters
  Score: Raw -241345.424266 + Penalty 2494.703228 = -238850.721038
  nChanged 17
		SP:Iteration 13Q (79441.330000 sec): 3 clusters
  Score: Raw -241357.279952 + Penalty 2494.703228 = -238862.576724
  nChanged 15
		SP:Iteration 14Q (79441.370000 sec): 3 clusters
  Score: Raw -241366.419177 + Penalty 2494.703228 = -238871.715949
  nChanged 13
		SP:Iteration 15Q (79441.400000 sec): 3 clusters
  Score: Raw -241372.934361 + Penalty 2494.703228 = -238878.231133
  nChanged 11
		SP:Iteration 16Q (79441.440000 sec): 3 clusters
  Score: Raw -241381.005471 + Penalty 2494.703228 = -238886.302243
  nChanged 9
		SP:Iteration 17Q (79441.480000 sec): 3 clusters
  Score: Raw -241384.598515 + Penalty 2494.703228 = -238889.895287
  nChanged 8
		SP:Iteration 18Q (79441.520000 sec): 3 clusters
  Score: Raw -241388.746999 + Penalty 2494.703228 = -238894.043771
  nChanged 7
		SP:Iteration 19Q (79441.560000 sec): 3 clusters
  Score: Raw -241392.419022 + Penalty 2494.703228 = -238897.715794
  nChanged 7
		SP:Iteration 20F (79441.600000 sec): 3 clusters
  Score: Raw -241395.404084 + Penalty 2494.703228 = -238900.700857
  nChanged 4
		SP:Iteration 21Q (79441.640000 sec): 3 clusters
  Score: Raw -241397.137552 + Penalty 2494.703228 = -238902.434324
  nChanged 4
		SP:Iteration 22Q (79441.680000 sec): 3 clusters
  Score: Raw -241401.374203 + Penalty 2494.703228 = -238906.670976
  nChanged 5
		SP:Iteration 23Q (79441.720000 sec): 3 clusters
  Score: Raw -241404.325635 + Penalty 2494.703228 = -238909.622407
  nChanged 3
		SP:Iteration 24Q (79441.760000 sec): 3 clusters
  Score: Raw -241405.587326 + Penalty 2494.703228 = -238910.884098
  nChanged 7
		SP:Iteration 25Q (79441.800000 sec): 3 clusters
  Score: Raw -241410.746662 + Penalty 2494.703228 = -238916.043435
  nChanged 5
		SP:Iteration 26Q (79441.840000 sec): 3 clusters
  Score: Raw -241413.448288 + Penalty 2494.703228 = -238918.745061
  nChanged 3
		SP:Iteration 27Q (79441.880000 sec): 3 clusters
  Score: Raw -241414.873595 + Penalty 2494.703228 = -238920.170367
  nChanged 4
		SP:Iteration 28Q (79441.910000 sec): 3 clusters
  Score: Raw -241417.089416 + Penalty 2494.703228 = -238922.386188
  nChanged 4
		SP:Iteration 29Q (79441.950000 sec): 3 clusters
  Score: Raw -241418.831492 + Penalty 2494.703228 = -238924.128264
  nChanged 2
		SP:Iteration 30Q (79441.990000 sec): 3 clusters
  Score: Raw -241420.434433 + Penalty 2494.703228 = -238925.731205
  nChanged 4
		SP:Iteration 31Q (79442.030000 sec): 3 clusters
  Score: Raw -241421.947077 + Penalty 2494.703228 = -238927.243849
  nChanged 3
		SP:Iteration 32Q (79442.070000 sec): 3 clusters
  Score: Raw -241423.369165 + Penalty 2494.703228 = -238928.665937
  nChanged 8
		SP:Iteration 33Q (79442.110000 sec): 3 clusters
  Score: Raw -241427.122003 + Penalty 2494.703228 = -238932.418775
  nChanged 6
		SP:Iteration 34Q (79442.150000 sec): 3 clusters
  Score: Raw -241430.675350 + Penalty 2494.703228 = -238935.972122
  nChanged 5
		SP:Iteration 35Q (79442.180000 sec): 3 clusters
  Score: Raw -241433.199986 + Penalty 2494.703228 = -238938.496758
  nChanged 2
		SP:Iteration 36Q (79442.220000 sec): 3 clusters
  Score: Raw -241433.958377 + Penalty 2494.703228 = -238939.255149
  nChanged 1
		SP:Iteration 37Q (79442.260000 sec): 3 clusters
  Score: Raw -241434.341995 + Penalty 2494.703228 = -238939.638767
  nChanged 0
		SP:Iteration 38F (79442.300000 sec): 3 clusters
  Score: Raw -241434.341995 + Penalty 2494.703228 = -238939.638767
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 77 (438 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79442.340000 sec): 2 clusters
  Score: Raw -50577.353863 + Penalty 988.360573 = -49588.993290
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79442.360000 sec): 3 clusters
  Score: Raw -50554.414424 + Penalty 1976.721146 = -48577.693278
  nChanged 91
		SP:Iteration 1F (79442.360000 sec): 3 clusters
  Score: Raw -50675.648469 + Penalty 1976.721146 = -48698.927323
  nChanged 20
		SP:Iteration 2Q (79442.370000 sec): 3 clusters
  Score: Raw -50717.945867 + Penalty 1976.721146 = -48741.224721
  nChanged 13
		SP:Iteration 3Q (79442.380000 sec): 3 clusters
  Score: Raw -50744.531299 + Penalty 1976.721146 = -48767.810153
  nChanged 10
		SP:Iteration 4Q (79442.390000 sec): 3 clusters
  Score: Raw -50763.954501 + Penalty 1976.721146 = -48787.233355
  nChanged 8
		SP:Iteration 5Q (79442.400000 sec): 3 clusters
  Score: Raw -50772.733198 + Penalty 1976.721146 = -48796.012053
  nChanged 6
		SP:Iteration 6Q (79442.410000 sec): 3 clusters
  Score: Raw -50785.782919 + Penalty 1976.721146 = -48809.061773
  nChanged 6
		SP:Iteration 7Q (79442.420000 sec): 3 clusters
  Score: Raw -50795.537032 + Penalty 1976.721146 = -48818.815886
  nChanged 6
		SP:Iteration 8Q (79442.430000 sec): 3 clusters
  Score: Raw -50803.819927 + Penalty 1976.721146 = -48827.098781
  nChanged 2
		SP:Iteration 9Q (79442.440000 sec): 3 clusters
  Score: Raw -50805.304920 + Penalty 1976.721146 = -48828.583774
  nChanged 0
		SP:Iteration 10F (79442.450000 sec): 3 clusters
  Score: Raw -50805.304920 + Penalty 1976.721146 = -48828.583774
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 78 (643 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79442.490000 sec): 2 clusters
  Score: Raw -74318.238506 + Penalty 1050.748518 = -73267.489988
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79442.500000 sec): 3 clusters
  Score: Raw -74175.693070 + Penalty 2101.497035 = -72074.196034
  nChanged 165
		SP:Iteration 1F (79442.510000 sec): 3 clusters
  Score: Raw -74372.192351 + Penalty 2101.497035 = -72270.695316
  nChanged 49
		SP:Iteration 2F (79442.530000 sec): 3 clusters
  Score: Raw -74462.671759 + Penalty 2101.497035 = -72361.174724
  nChanged 25
		SP:Iteration 3Q (79442.540000 sec): 3 clusters
  Score: Raw -74498.031324 + Penalty 2101.497035 = -72396.534289
  nChanged 7
		SP:Iteration 4Q (79442.550000 sec): 3 clusters
  Score: Raw -74509.578785 + Penalty 2101.497035 = -72408.081750
  nChanged 6
		SP:Iteration 5Q (79442.560000 sec): 3 clusters
  Score: Raw -74518.209271 + Penalty 2101.497035 = -72416.712236
  nChanged 6
		SP:Iteration 6Q (79442.580000 sec): 3 clusters
  Score: Raw -74525.427639 + Penalty 2101.497035 = -72423.930604
  nChanged 1
		SP:Iteration 7Q (79442.590000 sec): 3 clusters
  Score: Raw -74527.448668 + Penalty 2101.497035 = -72425.951633
  nChanged 0
		SP:Iteration 8F (79442.600000 sec): 3 clusters
  Score: Raw -74527.448668 + Penalty 2101.497035 = -72425.951633
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 79 (3546 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79442.680000 sec): 2 clusters
  Score: Raw -420038.438367 + Penalty 1328.206017 = -418710.232350
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79442.750000 sec): 3 clusters
  Score: Raw -418362.993087 + Penalty 2656.412033 = -415706.581054
  nChanged 1358
		SP:Iteration 1F (79442.820000 sec): 3 clusters
  Score: Raw -419138.046247 + Penalty 2656.412033 = -416481.634214
  nChanged 286
		SP:Iteration 2F (79442.890000 sec): 3 clusters
  Score: Raw -419314.285700 + Penalty 2656.412033 = -416657.873667
  nChanged 196
		SP:Iteration 3F (79442.960000 sec): 3 clusters
  Score: Raw -419416.993213 + Penalty 2656.412033 = -416760.581180
  nChanged 130
		SP:Iteration 4Q (79443.020000 sec): 3 clusters
  Score: Raw -419493.827064 + Penalty 2656.412033 = -416837.415031
  nChanged 93
		SP:Iteration 5Q (79443.090000 sec): 3 clusters
  Score: Raw -419542.831537 + Penalty 2656.412033 = -416886.419504
  nChanged 98
		SP:Iteration 6Q (79443.160000 sec): 3 clusters
  Score: Raw -419602.364395 + Penalty 2656.412033 = -416945.952362
  nChanged 95
		SP:Iteration 7Q (79443.230000 sec): 3 clusters
  Score: Raw -419662.607613 + Penalty 2656.412033 = -417006.195580
  nChanged 88
		SP:Iteration 8Q (79443.300000 sec): 3 clusters
  Score: Raw -419724.075712 + Penalty 2656.412033 = -417067.663678
  nChanged 86
		SP:Iteration 9Q (79443.360000 sec): 3 clusters
  Score: Raw -419778.139332 + Penalty 2656.412033 = -417121.727298
  nChanged 78
		SP:Iteration 10Q (79443.430000 sec): 3 clusters
  Score: Raw -419831.496191 + Penalty 2656.412033 = -417175.084158
  nChanged 68
		SP:Iteration 11Q (79443.500000 sec): 3 clusters
  Score: Raw -419872.414578 + Penalty 2656.412033 = -417216.002545
  nChanged 79
		SP:Iteration 12Q (79443.560000 sec): 3 clusters
  Score: Raw -419913.005115 + Penalty 2656.412033 = -417256.593082
  nChanged 62
		SP:Iteration 13Q (79443.630000 sec): 3 clusters
  Score: Raw -419942.125741 + Penalty 2656.412033 = -417285.713708
  nChanged 63
		SP:Iteration 14Q (79443.700000 sec): 3 clusters
  Score: Raw -419977.003024 + Penalty 2656.412033 = -417320.590991
  nChanged 58
		SP:Iteration 15Q (79443.770000 sec): 3 clusters
  Score: Raw -420009.172827 + Penalty 2656.412033 = -417352.760794
  nChanged 54
		SP:Iteration 16Q (79443.830000 sec): 3 clusters
  Score: Raw -420035.303232 + Penalty 2656.412033 = -417378.891199
  nChanged 37
		SP:Iteration 17Q (79443.900000 sec): 3 clusters
  Score: Raw -420050.484777 + Penalty 2656.412033 = -417394.072744
  nChanged 40
		SP:Iteration 18Q (79443.970000 sec): 3 clusters
  Score: Raw -420070.801647 + Penalty 2656.412033 = -417414.389614
  nChanged 38
		SP:Iteration 19Q (79444.030000 sec): 3 clusters
  Score: Raw -420093.203341 + Penalty 2656.412033 = -417436.791308
  nChanged 43
		SP:Iteration 20F (79444.100000 sec): 3 clusters
  Score: Raw -420118.836205 + Penalty 2656.412033 = -417462.424172
  nChanged 39
		SP:Iteration 21Q (79444.170000 sec): 3 clusters
  Score: Raw -420138.805439 + Penalty 2656.412033 = -417482.393406
  nChanged 31
		SP:Iteration 22Q (79444.230000 sec): 3 clusters
  Score: Raw -420158.086558 + Penalty 2656.412033 = -417501.674525
  nChanged 35
		SP:Iteration 23Q (79444.290000 sec): 3 clusters
  Score: Raw -420175.921611 + Penalty 2656.412033 = -417519.509578
  nChanged 29
		SP:Iteration 24Q (79444.360000 sec): 3 clusters
  Score: Raw -420189.811648 + Penalty 2656.412033 = -417533.399615
  nChanged 21
		SP:Iteration 25Q (79444.430000 sec): 3 clusters
  Score: Raw -420200.472349 + Penalty 2656.412033 = -417544.060315
  nChanged 20
		SP:Iteration 26Q (79444.490000 sec): 3 clusters
  Score: Raw -420211.027570 + Penalty 2656.412033 = -417554.615537
  nChanged 17
		SP:Iteration 27Q (79444.560000 sec): 3 clusters
  Score: Raw -420220.022249 + Penalty 2656.412033 = -417563.610215
  nChanged 17
		SP:Iteration 28Q (79444.620000 sec): 3 clusters
  Score: Raw -420228.037680 + Penalty 2656.412033 = -417571.625647
  nChanged 11
		SP:Iteration 29Q (79444.690000 sec): 3 clusters
  Score: Raw -420235.577860 + Penalty 2656.412033 = -417579.165827
  nChanged 12
		SP:Iteration 30Q (79444.750000 sec): 3 clusters
  Score: Raw -420243.352066 + Penalty 2656.412033 = -417586.940033
  nChanged 11
		SP:Iteration 31Q (79444.820000 sec): 3 clusters
  Score: Raw -420250.842124 + Penalty 2656.412033 = -417594.430091
  nChanged 15
		SP:Iteration 32Q (79444.880000 sec): 3 clusters
  Score: Raw -420262.465046 + Penalty 2656.412033 = -417606.053013
  nChanged 21
		SP:Iteration 33Q (79444.950000 sec): 3 clusters
  Score: Raw -420273.791123 + Penalty 2656.412033 = -417617.379090
  nChanged 17
		SP:Iteration 34Q (79445.010000 sec): 3 clusters
  Score: Raw -420282.794966 + Penalty 2656.412033 = -417626.382933
  nChanged 16
		SP:Iteration 35Q (79445.080000 sec): 3 clusters
  Score: Raw -420293.605111 + Penalty 2656.412033 = -417637.193078
  nChanged 15
		SP:Iteration 36Q (79445.140000 sec): 3 clusters
  Score: Raw -420302.347701 + Penalty 2656.412033 = -417645.935668
  nChanged 15
		SP:Iteration 37Q (79445.210000 sec): 3 clusters
  Score: Raw -420313.068690 + Penalty 2656.412033 = -417656.656657
  nChanged 11
		SP:Iteration 38Q (79445.270000 sec): 3 clusters
  Score: Raw -420318.481076 + Penalty 2656.412033 = -417662.069043
  nChanged 9
		SP:Iteration 39Q (79445.340000 sec): 3 clusters
  Score: Raw -420321.817412 + Penalty 2656.412033 = -417665.405379
  nChanged 8
		SP:Iteration 40F (79445.410000 sec): 3 clusters
  Score: Raw -420327.710630 + Penalty 2656.412033 = -417671.298597
  nChanged 7
		SP:Iteration 41Q (79445.470000 sec): 3 clusters
  Score: Raw -420333.269828 + Penalty 2656.412033 = -417676.857794
  nChanged 11
		SP:Iteration 42Q (79445.530000 sec): 3 clusters
  Score: Raw -420337.516867 + Penalty 2656.412033 = -417681.104834
  nChanged 4
		SP:Iteration 43Q (79445.600000 sec): 3 clusters
  Score: Raw -420338.979068 + Penalty 2656.412033 = -417682.567035
  nChanged 6
		SP:Iteration 44Q (79445.660000 sec): 3 clusters
  Score: Raw -420341.010477 + Penalty 2656.412033 = -417684.598444
  nChanged 2
		SP:Iteration 45Q (79445.730000 sec): 3 clusters
  Score: Raw -420342.402615 + Penalty 2656.412033 = -417685.990582
  nChanged 1
		SP:Iteration 46Q (79445.790000 sec): 3 clusters
  Score: Raw -420342.724294 + Penalty 2656.412033 = -417686.312261
  nChanged 0
		SP:Iteration 47F (79445.860000 sec): 3 clusters
  Score: Raw -420342.724294 + Penalty 2656.412033 = -417686.312261
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 80 (2047 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79445.920000 sec): 2 clusters
  Score: Raw -227311.917072 + Penalty 1238.921220 = -226072.995852
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79445.960000 sec): 3 clusters
  Score: Raw -226487.586028 + Penalty 2477.842440 = -224009.743587
  nChanged 698
		SP:Iteration 1F (79446.000000 sec): 3 clusters
  Score: Raw -226962.650399 + Penalty 2477.842440 = -224484.807958
  nChanged 150
		SP:Iteration 2F (79446.040000 sec): 3 clusters
  Score: Raw -227061.745267 + Penalty 2477.842440 = -224583.902827
  nChanged 90
		SP:Iteration 3Q (79446.070000 sec): 3 clusters
  Score: Raw -227124.150205 + Penalty 2477.842440 = -224646.307764
  nChanged 73
		SP:Iteration 4Q (79446.110000 sec): 3 clusters
  Score: Raw -227171.312379 + Penalty 2477.842440 = -224693.469938
  nChanged 63
		SP:Iteration 5Q (79446.150000 sec): 3 clusters
  Score: Raw -227225.273843 + Penalty 2477.842440 = -224747.431403
  nChanged 57
		SP:Iteration 6Q (79446.190000 sec): 3 clusters
  Score: Raw -227280.208365 + Penalty 2477.842440 = -224802.365924
  nChanged 68
		SP:Iteration 7Q (79446.220000 sec): 3 clusters
  Score: Raw -227349.064983 + Penalty 2477.842440 = -224871.222543
  nChanged 68
		SP:Iteration 8Q (79446.260000 sec): 3 clusters
  Score: Raw -227425.924151 + Penalty 2477.842440 = -224948.081710
  nChanged 73
		SP:Iteration 9Q (79446.300000 sec): 3 clusters
  Score: Raw -227526.348066 + Penalty 2477.842440 = -225048.505626
  nChanged 73
		SP:Iteration 10Q (79446.330000 sec): 3 clusters
  Score: Raw -227623.891913 + Penalty 2477.842440 = -225146.049472
  nChanged 64
		SP:Iteration 11Q (79446.370000 sec): 3 clusters
  Score: Raw -227707.639715 + Penalty 2477.842440 = -225229.797275
  nChanged 56
		SP:Iteration 12Q (79446.410000 sec): 3 clusters
  Score: Raw -227773.999273 + Penalty 2477.842440 = -225296.156832
  nChanged 42
		SP:Iteration 13Q (79446.450000 sec): 3 clusters
  Score: Raw -227824.071693 + Penalty 2477.842440 = -225346.229252
  nChanged 32
		SP:Iteration 14Q (79446.480000 sec): 3 clusters
  Score: Raw -227851.274097 + Penalty 2477.842440 = -225373.431656
  nChanged 21
		SP:Iteration 15Q (79446.520000 sec): 3 clusters
  Score: Raw -227872.110826 + Penalty 2477.842440 = -225394.268385
  nChanged 24
		SP:Iteration 16Q (79446.550000 sec): 3 clusters
  Score: Raw -227894.299752 + Penalty 2477.842440 = -225416.457312
  nChanged 21
		SP:Iteration 17Q (79446.590000 sec): 3 clusters
  Score: Raw -227913.603194 + Penalty 2477.842440 = -225435.760753
  nChanged 27
		SP:Iteration 18Q (79446.630000 sec): 3 clusters
  Score: Raw -227935.832577 + Penalty 2477.842440 = -225457.990137
  nChanged 20
		SP:Iteration 19Q (79446.660000 sec): 3 clusters
  Score: Raw -227952.964455 + Penalty 2477.842440 = -225475.122014
  nChanged 16
		SP:Iteration 20F (79446.700000 sec): 3 clusters
  Score: Raw -227971.426044 + Penalty 2477.842440 = -225493.583603
  nChanged 20
		SP:Iteration 21Q (79446.740000 sec): 3 clusters
  Score: Raw -227985.393180 + Penalty 2477.842440 = -225507.550739
  nChanged 13
		SP:Iteration 22Q (79446.770000 sec): 3 clusters
  Score: Raw -227993.928831 + Penalty 2477.842440 = -225516.086390
  nChanged 9
		SP:Iteration 23Q (79446.810000 sec): 3 clusters
  Score: Raw -227997.754461 + Penalty 2477.842440 = -225519.912020
  nChanged 6
		SP:Iteration 24Q (79446.840000 sec): 3 clusters
  Score: Raw -227999.751583 + Penalty 2477.842440 = -225521.909143
  nChanged 8
		SP:Iteration 25Q (79446.880000 sec): 3 clusters
  Score: Raw -228005.071550 + Penalty 2477.842440 = -225527.229109
  nChanged 6
		SP:Iteration 26Q (79446.910000 sec): 3 clusters
  Score: Raw -228010.673184 + Penalty 2477.842440 = -225532.830744
  nChanged 4
		SP:Iteration 27Q (79446.950000 sec): 3 clusters
  Score: Raw -228013.109059 + Penalty 2477.842440 = -225535.266618
  nChanged 6
		SP:Iteration 28Q (79446.990000 sec): 3 clusters
  Score: Raw -228015.904932 + Penalty 2477.842440 = -225538.062492
  nChanged 7
		SP:Iteration 29Q (79447.020000 sec): 3 clusters
  Score: Raw -228017.814522 + Penalty 2477.842440 = -225539.972082
  nChanged 4
		SP:Iteration 30Q (79447.060000 sec): 3 clusters
  Score: Raw -228020.104988 + Penalty 2477.842440 = -225542.262547
  nChanged 4
		SP:Iteration 31Q (79447.090000 sec): 3 clusters
  Score: Raw -228021.679643 + Penalty 2477.842440 = -225543.837202
  nChanged 3
		SP:Iteration 32Q (79447.130000 sec): 3 clusters
  Score: Raw -228023.926493 + Penalty 2477.842440 = -225546.084052
  nChanged 4
		SP:Iteration 33Q (79447.170000 sec): 3 clusters
  Score: Raw -228027.266623 + Penalty 2477.842440 = -225549.424182
  nChanged 3
		SP:Iteration 34Q (79447.200000 sec): 3 clusters
  Score: Raw -228029.028234 + Penalty 2477.842440 = -225551.185793
  nChanged 4
		SP:Iteration 35Q (79447.240000 sec): 3 clusters
  Score: Raw -228030.978669 + Penalty 2477.842440 = -225553.136228
  nChanged 2
		SP:Iteration 36Q (79447.270000 sec): 3 clusters
  Score: Raw -228031.850138 + Penalty 2477.842440 = -225554.007697
  nChanged 1
		SP:Iteration 37Q (79447.310000 sec): 3 clusters
  Score: Raw -228032.047754 + Penalty 2477.842440 = -225554.205314
  nChanged 1
		SP:Iteration 38Q (79447.350000 sec): 3 clusters
  Score: Raw -228032.285579 + Penalty 2477.842440 = -225554.443139
  nChanged 0
		SP:Iteration 39F (79447.380000 sec): 3 clusters
  Score: Raw -228032.285579 + Penalty 2477.842440 = -225554.443139
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 81 (5126 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79447.460000 sec): 2 clusters
  Score: Raw -620346.567590 + Penalty 1388.088147 = -618958.479443
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79447.570000 sec): 3 clusters
  Score: Raw -617635.429467 + Penalty 2776.176295 = -614859.253172
  nChanged 2088
		SP:Iteration 1F (79447.660000 sec): 3 clusters
  Score: Raw -618774.553150 + Penalty 2776.176295 = -615998.376855
  nChanged 445
		SP:Iteration 2F (79447.760000 sec): 3 clusters
  Score: Raw -619019.729957 + Penalty 2776.176295 = -616243.553662
  nChanged 301
		SP:Iteration 3F (79447.840000 sec): 3 clusters
  Score: Raw -619201.051286 + Penalty 2776.176295 = -616424.874992
  nChanged 292
		SP:Iteration 4F (79447.940000 sec): 3 clusters
  Score: Raw -619378.849962 + Penalty 2776.176295 = -616602.673667
  nChanged 274
		SP:Iteration 5F (79448.030000 sec): 3 clusters
  Score: Raw -619556.563210 + Penalty 2776.176295 = -616780.386915
  nChanged 273
		SP:Iteration 6F (79448.120000 sec): 3 clusters
  Score: Raw -619731.772108 + Penalty 2776.176295 = -616955.595814
  nChanged 249
		SP:Iteration 7Q (79448.210000 sec): 3 clusters
  Score: Raw -619907.235914 + Penalty 2776.176295 = -617131.059619
  nChanged 229
		SP:Iteration 8Q (79448.300000 sec): 3 clusters
  Score: Raw -620071.058358 + Penalty 2776.176295 = -617294.882063
  nChanged 176
		SP:Iteration 9Q (79448.390000 sec): 3 clusters
  Score: Raw -620186.310877 + Penalty 2776.176295 = -617410.134582
  nChanged 134
		SP:Iteration 10Q (79448.480000 sec): 3 clusters
  Score: Raw -620265.923647 + Penalty 2776.176295 = -617489.747352
  nChanged 101
		SP:Iteration 11Q (79448.570000 sec): 3 clusters
  Score: Raw -620324.340931 + Penalty 2776.176295 = -617548.164637
  nChanged 79
		SP:Iteration 12Q (79448.660000 sec): 3 clusters
  Score: Raw -620372.546478 + Penalty 2776.176295 = -617596.370183
  nChanged 55
		SP:Iteration 13Q (79448.750000 sec): 3 clusters
  Score: Raw -620402.188441 + Penalty 2776.176295 = -617626.012147
  nChanged 44
		SP:Iteration 14Q (79448.840000 sec): 3 clusters
  Score: Raw -620428.527761 + Penalty 2776.176295 = -617652.351467
  nChanged 42
		SP:Iteration 15Q (79448.930000 sec): 3 clusters
  Score: Raw -620451.136146 + Penalty 2776.176295 = -617674.959851
  nChanged 37
		SP:Iteration 16Q (79449.020000 sec): 3 clusters
  Score: Raw -620471.414735 + Penalty 2776.176295 = -617695.238440
  nChanged 26
		SP:Iteration 17Q (79449.100000 sec): 3 clusters
  Score: Raw -620487.602772 + Penalty 2776.176295 = -617711.426477
  nChanged 25
		SP:Iteration 18Q (79449.190000 sec): 3 clusters
  Score: Raw -620500.547153 + Penalty 2776.176295 = -617724.370859
  nChanged 12
		SP:Iteration 19Q (79449.280000 sec): 3 clusters
  Score: Raw -620506.313632 + Penalty 2776.176295 = -617730.137338
  nChanged 13
		SP:Iteration 20F (79449.370000 sec): 3 clusters
  Score: Raw -620513.465240 + Penalty 2776.176295 = -617737.288945
  nChanged 14
		SP:Iteration 21Q (79449.460000 sec): 3 clusters
  Score: Raw -620521.619984 + Penalty 2776.176295 = -617745.443689
  nChanged 9
		SP:Iteration 22Q (79449.540000 sec): 3 clusters
  Score: Raw -620525.357317 + Penalty 2776.176295 = -617749.181023
  nChanged 10
		SP:Iteration 23Q (79449.630000 sec): 3 clusters
  Score: Raw -620529.427542 + Penalty 2776.176295 = -617753.251247
  nChanged 11
		SP:Iteration 24Q (79449.720000 sec): 3 clusters
  Score: Raw -620535.512378 + Penalty 2776.176295 = -617759.336083
  nChanged 11
		SP:Iteration 25Q (79449.810000 sec): 3 clusters
  Score: Raw -620542.372738 + Penalty 2776.176295 = -617766.196443
  nChanged 12
		SP:Iteration 26Q (79449.900000 sec): 3 clusters
  Score: Raw -620547.671041 + Penalty 2776.176295 = -617771.494747
  nChanged 7
		SP:Iteration 27Q (79449.980000 sec): 3 clusters
  Score: Raw -620551.519914 + Penalty 2776.176295 = -617775.343620
  nChanged 9
		SP:Iteration 28Q (79450.070000 sec): 3 clusters
  Score: Raw -620554.913714 + Penalty 2776.176295 = -617778.737419
  nChanged 11
		SP:Iteration 29Q (79450.160000 sec): 3 clusters
  Score: Raw -620559.461978 + Penalty 2776.176295 = -617783.285683
  nChanged 11
		SP:Iteration 30Q (79450.240000 sec): 3 clusters
  Score: Raw -620562.906212 + Penalty 2776.176295 = -617786.729917
  nChanged 12
		SP:Iteration 31Q (79450.330000 sec): 3 clusters
  Score: Raw -620568.802627 + Penalty 2776.176295 = -617792.626333
  nChanged 9
		SP:Iteration 32Q (79450.420000 sec): 3 clusters
  Score: Raw -620572.189017 + Penalty 2776.176295 = -617796.012722
  nChanged 9
		SP:Iteration 33Q (79450.500000 sec): 3 clusters
  Score: Raw -620574.891966 + Penalty 2776.176295 = -617798.715671
  nChanged 5
		SP:Iteration 34Q (79450.590000 sec): 3 clusters
  Score: Raw -620576.524886 + Penalty 2776.176295 = -617800.348591
  nChanged 4
		SP:Iteration 35Q (79450.680000 sec): 3 clusters
  Score: Raw -620578.003453 + Penalty 2776.176295 = -617801.827158
  nChanged 3
		SP:Iteration 36Q (79450.760000 sec): 3 clusters
  Score: Raw -620579.894929 + Penalty 2776.176295 = -617803.718634
  nChanged 4
		SP:Iteration 37Q (79450.850000 sec): 3 clusters
  Score: Raw -620581.737152 + Penalty 2776.176295 = -617805.560858
  nChanged 0
		SP:Iteration 38F (79450.940000 sec): 3 clusters
  Score: Raw -620581.737152 + Penalty 2776.176295 = -617805.560858
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 82 (1029 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79451.000000 sec): 2 clusters
  Score: Raw -119257.201431 + Penalty 1127.155695 = -118130.045737
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79451.020000 sec): 3 clusters
  Score: Raw -118924.868294 + Penalty 2254.311389 = -116670.556905
  nChanged 310
		SP:Iteration 1F (79451.040000 sec): 3 clusters
  Score: Raw -119245.832593 + Penalty 2254.311389 = -116991.521204
  nChanged 98
		SP:Iteration 2F (79451.060000 sec): 3 clusters
  Score: Raw -119396.296651 + Penalty 2254.311389 = -117141.985262
  nChanged 65
		SP:Iteration 3F (79451.080000 sec): 3 clusters
  Score: Raw -119473.849554 + Penalty 2254.311389 = -117219.538165
  nChanged 29
		SP:Iteration 4Q (79451.100000 sec): 3 clusters
  Score: Raw -119501.034109 + Penalty 2254.311389 = -117246.722720
  nChanged 15
		SP:Iteration 5Q (79451.120000 sec): 3 clusters
  Score: Raw -119522.187178 + Penalty 2254.311389 = -117267.875789
  nChanged 16
		SP:Iteration 6Q (79451.140000 sec): 3 clusters
  Score: Raw -119541.288675 + Penalty 2254.311389 = -117286.977286
  nChanged 10
		SP:Iteration 7Q (79451.160000 sec): 3 clusters
  Score: Raw -119551.178720 + Penalty 2254.311389 = -117296.867331
  nChanged 6
		SP:Iteration 8Q (79451.180000 sec): 3 clusters
  Score: Raw -119555.652490 + Penalty 2254.311389 = -117301.341101
  nChanged 6
		SP:Iteration 9Q (79451.200000 sec): 3 clusters
  Score: Raw -119559.090544 + Penalty 2254.311389 = -117304.779154
  nChanged 1
		SP:Iteration 10Q (79451.220000 sec): 3 clusters
  Score: Raw -119561.996519 + Penalty 2254.311389 = -117307.685129
  nChanged 1
		SP:Iteration 11Q (79451.240000 sec): 3 clusters
  Score: Raw -119563.037465 + Penalty 2254.311389 = -117308.726076
  nChanged 1
		SP:Iteration 12Q (79451.260000 sec): 3 clusters
  Score: Raw -119563.875908 + Penalty 2254.311389 = -117309.564519
  nChanged 0
		SP:Iteration 13F (79451.280000 sec): 3 clusters
  Score: Raw -119563.875908 + Penalty 2254.311389 = -117309.564519
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 83 (6292 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79451.370000 sec): 2 clusters
  Score: Raw -671078.823395 + Penalty 1421.393068 = -669657.430327
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79451.530000 sec): 3 clusters
  Score: Raw -667762.931949 + Penalty 2842.786136 = -664920.145813
  nChanged 2608
		SP:Iteration 1F (79451.640000 sec): 3 clusters
  Score: Raw -669359.265154 + Penalty 2842.786136 = -666516.479018
  nChanged 521
		SP:Iteration 2F (79451.740000 sec): 3 clusters
  Score: Raw -669778.984376 + Penalty 2842.786136 = -666936.198240
  nChanged 483
		SP:Iteration 3F (79451.850000 sec): 3 clusters
  Score: Raw -670166.869965 + Penalty 2842.786136 = -667324.083829
  nChanged 407
		SP:Iteration 4F (79451.960000 sec): 3 clusters
  Score: Raw -670491.717286 + Penalty 2842.786136 = -667648.931150
  nChanged 368
		SP:Iteration 5F (79452.060000 sec): 3 clusters
  Score: Raw -670773.195334 + Penalty 2842.786136 = -667930.409198
  nChanged 298
		SP:Iteration 6Q (79452.170000 sec): 3 clusters
  Score: Raw -670981.275469 + Penalty 2842.786136 = -668138.489333
  nChanged 255
		SP:Iteration 7Q (79452.270000 sec): 3 clusters
  Score: Raw -671130.329462 + Penalty 2842.786136 = -668287.543326
  nChanged 214
		SP:Iteration 8Q (79452.380000 sec): 3 clusters
  Score: Raw -671247.867775 + Penalty 2842.786136 = -668405.081639
  nChanged 169
		SP:Iteration 9Q (79452.480000 sec): 3 clusters
  Score: Raw -671329.972003 + Penalty 2842.786136 = -668487.185867
  nChanged 127
		SP:Iteration 10Q (79452.590000 sec): 3 clusters
  Score: Raw -671383.547461 + Penalty 2842.786136 = -668540.761325
  nChanged 109
		SP:Iteration 11Q (79452.700000 sec): 3 clusters
  Score: Raw -671438.186075 + Penalty 2842.786136 = -668595.399939
  nChanged 102
		SP:Iteration 12Q (79452.800000 sec): 3 clusters
  Score: Raw -671480.163742 + Penalty 2842.786136 = -668637.377606
  nChanged 87
		SP:Iteration 13Q (79452.900000 sec): 3 clusters
  Score: Raw -671514.977550 + Penalty 2842.786136 = -668672.191414
  nChanged 69
		SP:Iteration 14Q (79453.010000 sec): 3 clusters
  Score: Raw -671545.003352 + Penalty 2842.786136 = -668702.217216
  nChanged 70
		SP:Iteration 15Q (79453.120000 sec): 3 clusters
  Score: Raw -671571.847926 + Penalty 2842.786136 = -668729.061790
  nChanged 70
		SP:Iteration 16Q (79453.220000 sec): 3 clusters
  Score: Raw -671596.547084 + Penalty 2842.786136 = -668753.760948
  nChanged 69
		SP:Iteration 17Q (79453.320000 sec): 3 clusters
  Score: Raw -671622.306920 + Penalty 2842.786136 = -668779.520784
  nChanged 49
		SP:Iteration 18Q (79453.430000 sec): 3 clusters
  Score: Raw -671649.249975 + Penalty 2842.786136 = -668806.463840
  nChanged 47
		SP:Iteration 19Q (79453.530000 sec): 3 clusters
  Score: Raw -671677.048082 + Penalty 2842.786136 = -668834.261946
  nChanged 49
		SP:Iteration 20F (79453.640000 sec): 3 clusters
  Score: Raw -671706.176102 + Penalty 2842.786136 = -668863.389966
  nChanged 45
		SP:Iteration 21Q (79453.740000 sec): 3 clusters
  Score: Raw -671726.913660 + Penalty 2842.786136 = -668884.127524
  nChanged 48
		SP:Iteration 22Q (79453.850000 sec): 3 clusters
  Score: Raw -671747.802665 + Penalty 2842.786136 = -668905.016529
  nChanged 46
		SP:Iteration 23Q (79453.960000 sec): 3 clusters
  Score: Raw -671770.871234 + Penalty 2842.786136 = -668928.085099
  nChanged 47
		SP:Iteration 24Q (79454.070000 sec): 3 clusters
  Score: Raw -671789.402875 + Penalty 2842.786136 = -668946.616739
  nChanged 40
		SP:Iteration 25Q (79454.170000 sec): 3 clusters
  Score: Raw -671800.931755 + Penalty 2842.786136 = -668958.145619
  nChanged 20
		SP:Iteration 26Q (79454.270000 sec): 3 clusters
  Score: Raw -671805.424005 + Penalty 2842.786136 = -668962.637870
  nChanged 17
		SP:Iteration 27Q (79454.380000 sec): 3 clusters
  Score: Raw -671808.866905 + Penalty 2842.786136 = -668966.080769
  nChanged 12
		SP:Iteration 28Q (79454.490000 sec): 3 clusters
  Score: Raw -671811.313421 + Penalty 2842.786136 = -668968.527285
  nChanged 16
		SP:Iteration 29Q (79454.600000 sec): 3 clusters
  Score: Raw -671814.963437 + Penalty 2842.786136 = -668972.177301
  nChanged 16
		SP:Iteration 30Q (79454.700000 sec): 3 clusters
  Score: Raw -671819.256598 + Penalty 2842.786136 = -668976.470462
  nChanged 15
		SP:Iteration 31Q (79454.800000 sec): 3 clusters
  Score: Raw -671823.984539 + Penalty 2842.786136 = -668981.198403
  nChanged 23
		SP:Iteration 32Q (79454.910000 sec): 3 clusters
  Score: Raw -671831.015359 + Penalty 2842.786136 = -668988.229223
  nChanged 32
		SP:Iteration 33Q (79455.010000 sec): 3 clusters
  Score: Raw -671845.446214 + Penalty 2842.786136 = -669002.660078
  nChanged 31
		SP:Iteration 34Q (79455.110000 sec): 3 clusters
  Score: Raw -671857.039885 + Penalty 2842.786136 = -669014.253749
  nChanged 28
		SP:Iteration 35Q (79455.210000 sec): 3 clusters
  Score: Raw -671864.509551 + Penalty 2842.786136 = -669021.723415
  nChanged 21
		SP:Iteration 36Q (79455.320000 sec): 3 clusters
  Score: Raw -671869.113049 + Penalty 2842.786136 = -669026.326914
  nChanged 15
		SP:Iteration 37Q (79455.430000 sec): 3 clusters
  Score: Raw -671872.948626 + Penalty 2842.786136 = -669030.162490
  nChanged 14
		SP:Iteration 38Q (79455.530000 sec): 3 clusters
  Score: Raw -671876.462411 + Penalty 2842.786136 = -669033.676275
  nChanged 9
		SP:Iteration 39Q (79455.630000 sec): 3 clusters
  Score: Raw -671878.304630 + Penalty 2842.786136 = -669035.518494
  nChanged 4
		SP:Iteration 40F (79455.750000 sec): 3 clusters
  Score: Raw -671878.946055 + Penalty 2842.786136 = -669036.159920
  nChanged 4
		SP:Iteration 41Q (79455.860000 sec): 3 clusters
  Score: Raw -671879.354414 + Penalty 2842.786136 = -669036.568278
  nChanged 2
		SP:Iteration 42Q (79455.960000 sec): 3 clusters
  Score: Raw -671879.595027 + Penalty 2842.786136 = -669036.808891
  nChanged 1
		SP:Iteration 43Q (79456.070000 sec): 3 clusters
  Score: Raw -671879.772849 + Penalty 2842.786136 = -669036.986713
  nChanged 1
		SP:Iteration 44Q (79456.170000 sec): 3 clusters
  Score: Raw -671879.829123 + Penalty 2842.786136 = -669037.042987
  nChanged 1
		SP:Iteration 45Q (79456.270000 sec): 3 clusters
  Score: Raw -671879.901515 + Penalty 2842.786136 = -669037.115379
  nChanged 0
		SP:Iteration 46F (79456.390000 sec): 3 clusters
  Score: Raw -671879.901515 + Penalty 2842.786136 = -669037.115379
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 84 (5345 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79456.470000 sec): 2 clusters
  Score: Raw -608221.152827 + Penalty 1394.886484 = -606826.266344
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79456.580000 sec): 3 clusters
  Score: Raw -605439.916529 + Penalty 2789.772968 = -602650.143561
  nChanged 2131
		SP:Iteration 1F (79456.680000 sec): 3 clusters
  Score: Raw -606587.491248 + Penalty 2789.772968 = -603797.718280
  nChanged 422
		SP:Iteration 2F (79456.770000 sec): 3 clusters
  Score: Raw -606825.833595 + Penalty 2789.772968 = -604036.060627
  nChanged 299
		SP:Iteration 3F (79456.860000 sec): 3 clusters
  Score: Raw -606990.603865 + Penalty 2789.772968 = -604200.830898
  nChanged 251
		SP:Iteration 4Q (79456.950000 sec): 3 clusters
  Score: Raw -607154.248608 + Penalty 2789.772968 = -604364.475641
  nChanged 250
		SP:Iteration 5Q (79457.050000 sec): 3 clusters
  Score: Raw -607321.703831 + Penalty 2789.772968 = -604531.930864
  nChanged 230
		SP:Iteration 6Q (79457.140000 sec): 3 clusters
  Score: Raw -607489.253335 + Penalty 2789.772968 = -604699.480368
  nChanged 221
		SP:Iteration 7Q (79457.230000 sec): 3 clusters
  Score: Raw -607660.892767 + Penalty 2789.772968 = -604871.119800
  nChanged 218
		SP:Iteration 8Q (79457.330000 sec): 3 clusters
  Score: Raw -607814.332796 + Penalty 2789.772968 = -605024.559829
  nChanged 187
		SP:Iteration 9Q (79457.420000 sec): 3 clusters
  Score: Raw -607947.586198 + Penalty 2789.772968 = -605157.813230
  nChanged 158
		SP:Iteration 10Q (79457.510000 sec): 3 clusters
  Score: Raw -608051.972945 + Penalty 2789.772968 = -605262.199977
  nChanged 130
		SP:Iteration 11Q (79457.600000 sec): 3 clusters
  Score: Raw -608136.457181 + Penalty 2789.772968 = -605346.684213
  nChanged 120
		SP:Iteration 12Q (79457.690000 sec): 3 clusters
  Score: Raw -608209.222697 + Penalty 2789.772968 = -605419.449730
  nChanged 87
		SP:Iteration 13Q (79457.780000 sec): 3 clusters
  Score: Raw -608261.796688 + Penalty 2789.772968 = -605472.023720
  nChanged 81
		SP:Iteration 14Q (79457.870000 sec): 3 clusters
  Score: Raw -608304.887187 + Penalty 2789.772968 = -605515.114219
  nChanged 56
		SP:Iteration 15Q (79457.960000 sec): 3 clusters
  Score: Raw -608331.037803 + Penalty 2789.772968 = -605541.264835
  nChanged 44
		SP:Iteration 16Q (79458.050000 sec): 3 clusters
  Score: Raw -608356.893586 + Penalty 2789.772968 = -605567.120618
  nChanged 47
		SP:Iteration 17Q (79458.140000 sec): 3 clusters
  Score: Raw -608382.307361 + Penalty 2789.772968 = -605592.534393
  nChanged 40
		SP:Iteration 18Q (79458.230000 sec): 3 clusters
  Score: Raw -608411.697921 + Penalty 2789.772968 = -605621.924954
  nChanged 47
		SP:Iteration 19Q (79458.320000 sec): 3 clusters
  Score: Raw -608454.680405 + Penalty 2789.772968 = -605664.907437
  nChanged 59
		SP:Iteration 20F (79458.410000 sec): 3 clusters
  Score: Raw -608503.774175 + Penalty 2789.772968 = -605714.001207
  nChanged 54
		SP:Iteration 21Q (79458.500000 sec): 3 clusters
  Score: Raw -608548.946925 + Penalty 2789.772968 = -605759.173958
  nChanged 52
		SP:Iteration 22Q (79458.590000 sec): 3 clusters
  Score: Raw -608592.222242 + Penalty 2789.772968 = -605802.449275
  nChanged 51
		SP:Iteration 23Q (79458.670000 sec): 3 clusters
  Score: Raw -608627.356025 + Penalty 2789.772968 = -605837.583058
  nChanged 37
		SP:Iteration 24Q (79458.760000 sec): 3 clusters
  Score: Raw -608645.597249 + Penalty 2789.772968 = -605855.824282
  nChanged 25
		SP:Iteration 25Q (79458.850000 sec): 3 clusters
  Score: Raw -608655.621576 + Penalty 2789.772968 = -605865.848608
  nChanged 18
		SP:Iteration 26Q (79458.940000 sec): 3 clusters
  Score: Raw -608666.726559 + Penalty 2789.772968 = -605876.953591
  nChanged 14
		SP:Iteration 27Q (79459.030000 sec): 3 clusters
  Score: Raw -608671.826547 + Penalty 2789.772968 = -605882.053579
  nChanged 6
		SP:Iteration 28Q (79459.110000 sec): 3 clusters
  Score: Raw -608673.708763 + Penalty 2789.772968 = -605883.935796
  nChanged 4
		SP:Iteration 29Q (79459.200000 sec): 3 clusters
  Score: Raw -608675.355716 + Penalty 2789.772968 = -605885.582748
  nChanged 4
		SP:Iteration 30Q (79459.290000 sec): 3 clusters
  Score: Raw -608676.664662 + Penalty 2789.772968 = -605886.891695
  nChanged 2
		SP:Iteration 31Q (79459.370000 sec): 3 clusters
  Score: Raw -608677.485102 + Penalty 2789.772968 = -605887.712135
  nChanged 2
		SP:Iteration 32Q (79459.460000 sec): 3 clusters
  Score: Raw -608677.997682 + Penalty 2789.772968 = -605888.224714
  nChanged 4
		SP:Iteration 33Q (79459.550000 sec): 3 clusters
  Score: Raw -608679.214996 + Penalty 2789.772968 = -605889.442029
  nChanged 2
		SP:Iteration 34Q (79459.640000 sec): 3 clusters
  Score: Raw -608679.526558 + Penalty 2789.772968 = -605889.753590
  nChanged 0
		SP:Iteration 35F (79459.730000 sec): 3 clusters
  Score: Raw -608679.526558 + Penalty 2789.772968 = -605889.753590
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 85 (1572 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79459.790000 sec): 2 clusters
  Score: Raw -182157.829877 + Penalty 1196.016896 = -180961.812981
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79459.820000 sec): 3 clusters
  Score: Raw -181552.106039 + Penalty 2392.033791 = -179160.072247
  nChanged 520
		SP:Iteration 1F (79459.850000 sec): 3 clusters
  Score: Raw -181992.071020 + Penalty 2392.033791 = -179600.037229
  nChanged 150
		SP:Iteration 2F (79459.880000 sec): 3 clusters
  Score: Raw -182156.208417 + Penalty 2392.033791 = -179764.174625
  nChanged 91
		SP:Iteration 3F (79459.910000 sec): 3 clusters
  Score: Raw -182238.871534 + Penalty 2392.033791 = -179846.837742
  nChanged 55
		SP:Iteration 4Q (79459.940000 sec): 3 clusters
  Score: Raw -182297.537211 + Penalty 2392.033791 = -179905.503420
  nChanged 42
		SP:Iteration 5Q (79459.970000 sec): 3 clusters
  Score: Raw -182330.617138 + Penalty 2392.033791 = -179938.583347
  nChanged 33
		SP:Iteration 6Q (79460.000000 sec): 3 clusters
  Score: Raw -182354.638807 + Penalty 2392.033791 = -179962.605016
  nChanged 19
		SP:Iteration 7Q (79460.030000 sec): 3 clusters
  Score: Raw -182364.438718 + Penalty 2392.033791 = -179972.404926
  nChanged 10
		SP:Iteration 8Q (79460.060000 sec): 3 clusters
  Score: Raw -182370.178198 + Penalty 2392.033791 = -179978.144407
  nChanged 5
		SP:Iteration 9Q (79460.090000 sec): 3 clusters
  Score: Raw -182372.368136 + Penalty 2392.033791 = -179980.334345
  nChanged 5
		SP:Iteration 10Q (79460.120000 sec): 3 clusters
  Score: Raw -182374.176069 + Penalty 2392.033791 = -179982.142278
  nChanged 3
		SP:Iteration 11Q (79460.150000 sec): 3 clusters
  Score: Raw -182375.012505 + Penalty 2392.033791 = -179982.978714
  nChanged 1
		SP:Iteration 12Q (79460.170000 sec): 3 clusters
  Score: Raw -182375.231406 + Penalty 2392.033791 = -179983.197615
  nChanged 0
		SP:Iteration 13F (79460.210000 sec): 3 clusters
  Score: Raw -182375.231406 + Penalty 2392.033791 = -179983.197615
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 86 (710 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79460.250000 sec): 2 clusters
  Score: Raw -80885.074213 + Penalty 1066.855558 = -79818.218655
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79460.260000 sec): 3 clusters
  Score: Raw -80729.485230 + Penalty 2133.711115 = -78595.774115
  nChanged 191
		SP:Iteration 1F (79460.280000 sec): 3 clusters
  Score: Raw -80956.981445 + Penalty 2133.711115 = -78823.270330
  nChanged 38
		SP:Iteration 2F (79460.290000 sec): 3 clusters
  Score: Raw -81015.323587 + Penalty 2133.711115 = -78881.612471
  nChanged 25
		SP:Iteration 3Q (79460.310000 sec): 3 clusters
  Score: Raw -81050.070203 + Penalty 2133.711115 = -78916.359088
  nChanged 17
		SP:Iteration 4Q (79460.320000 sec): 3 clusters
  Score: Raw -81076.463156 + Penalty 2133.711115 = -78942.752041
  nChanged 18
		SP:Iteration 5Q (79460.330000 sec): 3 clusters
  Score: Raw -81105.662214 + Penalty 2133.711115 = -78971.951099
  nChanged 20
		SP:Iteration 6Q (79460.350000 sec): 3 clusters
  Score: Raw -81143.415541 + Penalty 2133.711115 = -79009.704425
  nChanged 18
		SP:Iteration 7Q (79460.360000 sec): 3 clusters
  Score: Raw -81180.776457 + Penalty 2133.711115 = -79047.065341
  nChanged 21
		SP:Iteration 8Q (79460.370000 sec): 3 clusters
  Score: Raw -81223.023022 + Penalty 2133.711115 = -79089.311907
  nChanged 17
		SP:Iteration 9Q (79460.390000 sec): 3 clusters
  Score: Raw -81241.956115 + Penalty 2133.711115 = -79108.245000
  nChanged 11
		SP:Iteration 10Q (79460.400000 sec): 3 clusters
  Score: Raw -81262.421605 + Penalty 2133.711115 = -79128.710489
  nChanged 14
		SP:Iteration 11Q (79460.420000 sec): 3 clusters
  Score: Raw -81281.752644 + Penalty 2133.711115 = -79148.041528
  nChanged 6
		SP:Iteration 12Q (79460.430000 sec): 3 clusters
  Score: Raw -81290.055804 + Penalty 2133.711115 = -79156.344688
  nChanged 6
		SP:Iteration 13Q (79460.450000 sec): 3 clusters
  Score: Raw -81304.092747 + Penalty 2133.711115 = -79170.381632
  nChanged 9
		SP:Iteration 14Q (79460.460000 sec): 3 clusters
  Score: Raw -81316.134198 + Penalty 2133.711115 = -79182.423083
  nChanged 1
		SP:Iteration 15Q (79460.470000 sec): 3 clusters
  Score: Raw -81318.804594 + Penalty 2133.711115 = -79185.093479
  nChanged 1
		SP:Iteration 16Q (79460.490000 sec): 3 clusters
  Score: Raw -81319.295852 + Penalty 2133.711115 = -79185.584737
  nChanged 0
		SP:Iteration 17F (79460.500000 sec): 3 clusters
  Score: Raw -81319.295852 + Penalty 2133.711115 = -79185.584737
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 87 (221 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79460.530000 sec): 2 clusters
  Score: Raw -21946.773647 + Penalty 877.201439 = -21069.572208
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79460.540000 sec): 3 clusters
  Score: Raw -22115.847421 + Penalty 1754.402878 = -20361.444543
  nChanged 39
		SP:Iteration 1F (79460.540000 sec): 3 clusters
  Score: Raw -22267.381775 + Penalty 1754.402878 = -20512.978897
  nChanged 14
		SP:Iteration 2F (79460.550000 sec): 3 clusters
  Score: Raw -22328.316751 + Penalty 1754.402878 = -20573.913873
  nChanged 12
		SP:Iteration 3F (79460.550000 sec): 3 clusters
  Score: Raw -22360.208661 + Penalty 1754.402878 = -20605.805783
  nChanged 3
		SP:Iteration 4Q (79460.560000 sec): 3 clusters
  Score: Raw -22381.260791 + Penalty 1754.402878 = -20626.857913
  nChanged 3
		SP:Iteration 5Q (79460.570000 sec): 3 clusters
  Score: Raw -22429.951259 + Penalty 1754.402878 = -20675.548381
  nChanged 3
		SP:Iteration 6Q (79460.570000 sec): 3 clusters
  Score: Raw -22474.364914 + Penalty 1754.402878 = -20719.962036
  nChanged 6
		SP:Iteration 7Q (79460.570000 sec): 3 clusters
  Score: Raw -22498.133290 + Penalty 1754.402878 = -20743.730412
  nChanged 0
		SP:Iteration 8F (79460.580000 sec): 3 clusters
  Score: Raw -22498.133290 + Penalty 1754.402878 = -20743.730412
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 88 (3349 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79460.650000 sec): 2 clusters
  Score: Raw -416349.721403 + Penalty 1318.917774 = -415030.803629
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79460.720000 sec): 3 clusters
  Score: Raw -414755.932450 + Penalty 2637.835549 = -412118.096901
  nChanged 1249
		SP:Iteration 1F (79460.790000 sec): 3 clusters
  Score: Raw -415513.936186 + Penalty 2637.835549 = -412876.100637
  nChanged 243
		SP:Iteration 2F (79460.850000 sec): 3 clusters
  Score: Raw -415632.026751 + Penalty 2637.835549 = -412994.191202
  nChanged 148
		SP:Iteration 3Q (79460.910000 sec): 3 clusters
  Score: Raw -415705.747667 + Penalty 2637.835549 = -413067.912118
  nChanged 117
		SP:Iteration 4Q (79460.980000 sec): 3 clusters
  Score: Raw -415770.351313 + Penalty 2637.835549 = -413132.515764
  nChanged 122
		SP:Iteration 5Q (79461.040000 sec): 3 clusters
  Score: Raw -415835.109667 + Penalty 2637.835549 = -413197.274118
  nChanged 98
		SP:Iteration 6Q (79461.110000 sec): 3 clusters
  Score: Raw -415887.291204 + Penalty 2637.835549 = -413249.455656
  nChanged 105
		SP:Iteration 7Q (79461.170000 sec): 3 clusters
  Score: Raw -415940.829131 + Penalty 2637.835549 = -413302.993582
  nChanged 87
		SP:Iteration 8Q (79461.230000 sec): 3 clusters
  Score: Raw -415979.043755 + Penalty 2637.835549 = -413341.208207
  nChanged 74
		SP:Iteration 9Q (79461.300000 sec): 3 clusters
  Score: Raw -416017.014824 + Penalty 2637.835549 = -413379.179276
  nChanged 75
		SP:Iteration 10Q (79461.360000 sec): 3 clusters
  Score: Raw -416060.402219 + Penalty 2637.835549 = -413422.566671
  nChanged 85
		SP:Iteration 11Q (79461.430000 sec): 3 clusters
  Score: Raw -416109.974392 + Penalty 2637.835549 = -413472.138843
  nChanged 70
		SP:Iteration 12Q (79461.490000 sec): 3 clusters
  Score: Raw -416142.232207 + Penalty 2637.835549 = -413504.396658
  nChanged 54
		SP:Iteration 13Q (79461.550000 sec): 3 clusters
  Score: Raw -416169.995156 + Penalty 2637.835549 = -413532.159607
  nChanged 63
		SP:Iteration 14Q (79461.620000 sec): 3 clusters
  Score: Raw -416201.710925 + Penalty 2637.835549 = -413563.875376
  nChanged 67
		SP:Iteration 15Q (79461.680000 sec): 3 clusters
  Score: Raw -416239.074556 + Penalty 2637.835549 = -413601.239007
  nChanged 61
		SP:Iteration 16Q (79461.750000 sec): 3 clusters
  Score: Raw -416270.183953 + Penalty 2637.835549 = -413632.348404
  nChanged 42
		SP:Iteration 17Q (79461.810000 sec): 3 clusters
  Score: Raw -416294.789492 + Penalty 2637.835549 = -413656.953943
  nChanged 44
		SP:Iteration 18Q (79461.870000 sec): 3 clusters
  Score: Raw -416317.249245 + Penalty 2637.835549 = -413679.413696
  nChanged 38
		SP:Iteration 19Q (79461.940000 sec): 3 clusters
  Score: Raw -416337.458089 + Penalty 2637.835549 = -413699.622540
  nChanged 35
		SP:Iteration 20F (79462.000000 sec): 3 clusters
  Score: Raw -416356.074734 + Penalty 2637.835549 = -413718.239185
  nChanged 30
		SP:Iteration 21Q (79462.070000 sec): 3 clusters
  Score: Raw -416372.508461 + Penalty 2637.835549 = -413734.672913
  nChanged 33
		SP:Iteration 22Q (79462.130000 sec): 3 clusters
  Score: Raw -416393.422196 + Penalty 2637.835549 = -413755.586648
  nChanged 29
		SP:Iteration 23Q (79462.190000 sec): 3 clusters
  Score: Raw -416414.149870 + Penalty 2637.835549 = -413776.314321
  nChanged 19
		SP:Iteration 24Q (79462.250000 sec): 3 clusters
  Score: Raw -416427.421080 + Penalty 2637.835549 = -413789.585531
  nChanged 23
		SP:Iteration 25Q (79462.310000 sec): 3 clusters
  Score: Raw -416446.136820 + Penalty 2637.835549 = -413808.301272
  nChanged 24
		SP:Iteration 26Q (79462.380000 sec): 3 clusters
  Score: Raw -416461.798613 + Penalty 2637.835549 = -413823.963065
  nChanged 18
		SP:Iteration 27Q (79462.440000 sec): 3 clusters
  Score: Raw -416476.010877 + Penalty 2637.835549 = -413838.175328
  nChanged 24
		SP:Iteration 28Q (79462.500000 sec): 3 clusters
  Score: Raw -416492.907785 + Penalty 2637.835549 = -413855.072236
  nChanged 18
		SP:Iteration 29Q (79462.570000 sec): 3 clusters
  Score: Raw -416506.951941 + Penalty 2637.835549 = -413869.116392
  nChanged 19
		SP:Iteration 30Q (79462.630000 sec): 3 clusters
  Score: Raw -416522.646448 + Penalty 2637.835549 = -413884.810900
  nChanged 13
		SP:Iteration 31Q (79462.690000 sec): 3 clusters
  Score: Raw -416532.050655 + Penalty 2637.835549 = -413894.215106
  nChanged 15
		SP:Iteration 32Q (79462.750000 sec): 3 clusters
  Score: Raw -416544.877483 + Penalty 2637.835549 = -413907.041934
  nChanged 11
		SP:Iteration 33Q (79462.810000 sec): 3 clusters
  Score: Raw -416553.572855 + Penalty 2637.835549 = -413915.737306
  nChanged 9
		SP:Iteration 34Q (79462.880000 sec): 3 clusters
  Score: Raw -416559.516630 + Penalty 2637.835549 = -413921.681082
  nChanged 6
		SP:Iteration 35Q (79462.940000 sec): 3 clusters
  Score: Raw -416564.188519 + Penalty 2637.835549 = -413926.352970
  nChanged 5
		SP:Iteration 36Q (79463.000000 sec): 3 clusters
  Score: Raw -416569.087743 + Penalty 2637.835549 = -413931.252195
  nChanged 8
		SP:Iteration 37Q (79463.060000 sec): 3 clusters
  Score: Raw -416577.041076 + Penalty 2637.835549 = -413939.205528
  nChanged 7
		SP:Iteration 38Q (79463.120000 sec): 3 clusters
  Score: Raw -416581.934728 + Penalty 2637.835549 = -413944.099179
  nChanged 6
		SP:Iteration 39Q (79463.190000 sec): 3 clusters
  Score: Raw -416585.602650 + Penalty 2637.835549 = -413947.767101
  nChanged 5
		SP:Iteration 40F (79463.250000 sec): 3 clusters
  Score: Raw -416587.979087 + Penalty 2637.835549 = -413950.143538
  nChanged 3
		SP:Iteration 41Q (79463.310000 sec): 3 clusters
  Score: Raw -416589.162268 + Penalty 2637.835549 = -413951.326719
  nChanged 2
		SP:Iteration 42Q (79463.370000 sec): 3 clusters
  Score: Raw -416590.360109 + Penalty 2637.835549 = -413952.524560
  nChanged 4
		SP:Iteration 43Q (79463.430000 sec): 3 clusters
  Score: Raw -416593.321562 + Penalty 2637.835549 = -413955.486014
  nChanged 0
		SP:Iteration 44F (79463.500000 sec): 3 clusters
  Score: Raw -416593.321562 + Penalty 2637.835549 = -413955.486014
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 89 (347 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79463.540000 sec): 2 clusters
  Score: Raw -34071.826769 + Penalty 950.515277 = -33121.311492
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79463.550000 sec): 3 clusters
  Score: Raw -34113.408025 + Penalty 1901.030553 = -32212.377472
  nChanged 75
		SP:Iteration 1F (79463.560000 sec): 3 clusters
  Score: Raw -34322.303647 + Penalty 1901.030553 = -32421.273093
  nChanged 30
		SP:Iteration 2F (79463.570000 sec): 3 clusters
  Score: Raw -34432.671189 + Penalty 1901.030553 = -32531.640635
  nChanged 13
		SP:Iteration 3Q (79463.570000 sec): 3 clusters
  Score: Raw -34497.904061 + Penalty 1901.030553 = -32596.873507
  nChanged 13
		SP:Iteration 4Q (79463.580000 sec): 3 clusters
  Score: Raw -34557.740029 + Penalty 1901.030553 = -32656.709475
  nChanged 5
		SP:Iteration 5Q (79463.590000 sec): 3 clusters
  Score: Raw -34577.131117 + Penalty 1901.030553 = -32676.100564
  nChanged 4
		SP:Iteration 6Q (79463.600000 sec): 3 clusters
  Score: Raw -34588.470879 + Penalty 1901.030553 = -32687.440326
  nChanged 1
		SP:Iteration 7Q (79463.610000 sec): 3 clusters
  Score: Raw -34593.873274 + Penalty 1901.030553 = -32692.842720
  nChanged 3
		SP:Iteration 8Q (79463.610000 sec): 3 clusters
  Score: Raw -34599.918891 + Penalty 1901.030553 = -32698.888338
  nChanged 3
		SP:Iteration 9Q (79463.620000 sec): 3 clusters
  Score: Raw -34607.819325 + Penalty 1901.030553 = -32706.788771
  nChanged 4
		SP:Iteration 10Q (79463.630000 sec): 3 clusters
  Score: Raw -34620.114133 + Penalty 1901.030553 = -32719.083580
  nChanged 2
		SP:Iteration 11Q (79463.630000 sec): 3 clusters
  Score: Raw -34623.630154 + Penalty 1901.030553 = -32722.599600
  nChanged 2
		SP:Iteration 12Q (79463.640000 sec): 3 clusters
  Score: Raw -34627.123812 + Penalty 1901.030553 = -32726.093259
  nChanged 1
		SP:Iteration 13Q (79463.650000 sec): 3 clusters
  Score: Raw -34631.163281 + Penalty 1901.030553 = -32730.132728
  nChanged 0
		SP:Iteration 14F (79463.660000 sec): 3 clusters
  Score: Raw -34631.163281 + Penalty 1901.030553 = -32730.132728
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 90 (2356 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79463.720000 sec): 2 clusters
  Score: Raw -268946.298732 + Penalty 1261.767089 = -267684.531643
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79463.770000 sec): 3 clusters
  Score: Raw -267910.971149 + Penalty 2523.534177 = -265387.436972
  nChanged 895
		SP:Iteration 1F (79463.810000 sec): 3 clusters
  Score: Raw -268533.288749 + Penalty 2523.534177 = -266009.754572
  nChanged 190
		SP:Iteration 2F (79463.850000 sec): 3 clusters
  Score: Raw -268671.815521 + Penalty 2523.534177 = -266148.281344
  nChanged 117
		SP:Iteration 3Q (79463.900000 sec): 3 clusters
  Score: Raw -268758.361205 + Penalty 2523.534177 = -266234.827028
  nChanged 99
		SP:Iteration 4Q (79463.940000 sec): 3 clusters
  Score: Raw -268832.344542 + Penalty 2523.534177 = -266308.810365
  nChanged 99
		SP:Iteration 5Q (79463.980000 sec): 3 clusters
  Score: Raw -268925.494886 + Penalty 2523.534177 = -266401.960709
  nChanged 108
		SP:Iteration 6Q (79464.030000 sec): 3 clusters
  Score: Raw -269031.611698 + Penalty 2523.534177 = -266508.077521
  nChanged 108
		SP:Iteration 7Q (79464.070000 sec): 3 clusters
  Score: Raw -269143.430274 + Penalty 2523.534177 = -266619.896097
  nChanged 90
		SP:Iteration 8Q (79464.110000 sec): 3 clusters
  Score: Raw -269231.133794 + Penalty 2523.534177 = -266707.599617
  nChanged 84
		SP:Iteration 9Q (79464.150000 sec): 3 clusters
  Score: Raw -269343.243289 + Penalty 2523.534177 = -266819.709112
  nChanged 81
		SP:Iteration 10Q (79464.200000 sec): 3 clusters
  Score: Raw -269447.573187 + Penalty 2523.534177 = -266924.039010
  nChanged 84
		SP:Iteration 11Q (79464.250000 sec): 3 clusters
  Score: Raw -269533.647122 + Penalty 2523.534177 = -267010.112944
  nChanged 64
		SP:Iteration 12Q (79464.290000 sec): 3 clusters
  Score: Raw -269608.991239 + Penalty 2523.534177 = -267085.457062
  nChanged 66
		SP:Iteration 13Q (79464.330000 sec): 3 clusters
  Score: Raw -269667.414655 + Penalty 2523.534177 = -267143.880478
  nChanged 45
		SP:Iteration 14Q (79464.370000 sec): 3 clusters
  Score: Raw -269714.672197 + Penalty 2523.534177 = -267191.138020
  nChanged 48
		SP:Iteration 15Q (79464.420000 sec): 3 clusters
  Score: Raw -269769.298850 + Penalty 2523.534177 = -267245.764673
  nChanged 46
		SP:Iteration 16Q (79464.460000 sec): 3 clusters
  Score: Raw -269828.865397 + Penalty 2523.534177 = -267305.331220
  nChanged 44
		SP:Iteration 17Q (79464.500000 sec): 3 clusters
  Score: Raw -269897.414914 + Penalty 2523.534177 = -267373.880737
  nChanged 54
		SP:Iteration 18Q (79464.540000 sec): 3 clusters
  Score: Raw -269988.598312 + Penalty 2523.534177 = -267465.064135
  nChanged 57
		SP:Iteration 19Q (79464.580000 sec): 3 clusters
  Score: Raw -270124.016929 + Penalty 2523.534177 = -267600.482752
  nChanged 84
		SP:Iteration 20F (79464.620000 sec): 3 clusters
  Score: Raw -270320.162400 + Penalty 2523.534177 = -267796.628222
  nChanged 63
		SP:Iteration 21Q (79464.670000 sec): 3 clusters
  Score: Raw -270439.015665 + Penalty 2523.534177 = -267915.481488
  nChanged 60
		SP:Iteration 22Q (79464.710000 sec): 3 clusters
  Score: Raw -270537.935971 + Penalty 2523.534177 = -268014.401794
  nChanged 43
		SP:Iteration 23Q (79464.750000 sec): 3 clusters
  Score: Raw -270592.180910 + Penalty 2523.534177 = -268068.646733
  nChanged 23
		SP:Iteration 24Q (79464.790000 sec): 3 clusters
  Score: Raw -270614.636384 + Penalty 2523.534177 = -268091.102207
  nChanged 19
		SP:Iteration 25Q (79464.830000 sec): 3 clusters
  Score: Raw -270625.438997 + Penalty 2523.534177 = -268101.904819
  nChanged 6
		SP:Iteration 26Q (79464.870000 sec): 3 clusters
  Score: Raw -270628.191135 + Penalty 2523.534177 = -268104.656958
  nChanged 2
		SP:Iteration 27Q (79464.910000 sec): 3 clusters
  Score: Raw -270629.054539 + Penalty 2523.534177 = -268105.520362
  nChanged 1
		SP:Iteration 28Q (79464.950000 sec): 3 clusters
  Score: Raw -270629.305919 + Penalty 2523.534177 = -268105.771742
  nChanged 0
		SP:Iteration 29F (79464.990000 sec): 3 clusters
  Score: Raw -270629.305919 + Penalty 2523.534177 = -268105.771742
  nChanged 0
  Score: Raw -119173641.343079 + Penalty 272294.388019 = -118901346.955060

Splitting cluster 90 changes total score from -118901093.536480 to -118901346.955060

 So it's getting split into cluster 121.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 91 (10418 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79830.580000 sec): 2 clusters
  Score: Raw -1207788.525201 + Penalty 1503.334683 = -1206285.190518
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79830.770000 sec): 3 clusters
  Score: Raw -1201835.366156 + Penalty 3006.669366 = -1198828.696789
  nChanged 4530
		SP:Iteration 1F (79830.910000 sec): 3 clusters
  Score: Raw -1204650.062011 + Penalty 3006.669366 = -1201643.392644
  nChanged 886
		SP:Iteration 2F (79831.090000 sec): 3 clusters
  Score: Raw -1205390.635629 + Penalty 3006.669366 = -1202383.966262
  nChanged 846
		SP:Iteration 3F (79831.250000 sec): 3 clusters
  Score: Raw -1206046.439187 + Penalty 3006.669366 = -1203039.769821
  nChanged 730
		SP:Iteration 4F (79831.400000 sec): 3 clusters
  Score: Raw -1206582.047494 + Penalty 3006.669366 = -1203575.378127
  nChanged 648
		SP:Iteration 5F (79831.580000 sec): 3 clusters
  Score: Raw -1206987.286799 + Penalty 3006.669366 = -1203980.617433
  nChanged 512
		SP:Iteration 6Q (79831.730000 sec): 3 clusters
  Score: Raw -1207249.516569 + Penalty 3006.669366 = -1204242.847203
  nChanged 388
		SP:Iteration 7Q (79831.890000 sec): 3 clusters
  Score: Raw -1207425.492549 + Penalty 3006.669366 = -1204418.823183
  nChanged 311
		SP:Iteration 8Q (79832.080000 sec): 3 clusters
  Score: Raw -1207550.777616 + Penalty 3006.669366 = -1204544.108250
  nChanged 257
		SP:Iteration 9Q (79832.220000 sec): 3 clusters
  Score: Raw -1207631.431986 + Penalty 3006.669366 = -1204624.762619
  nChanged 179
		SP:Iteration 10Q (79832.390000 sec): 3 clusters
  Score: Raw -1207688.368115 + Penalty 3006.669366 = -1204681.698749
  nChanged 150
		SP:Iteration 11Q (79832.540000 sec): 3 clusters
  Score: Raw -1207728.981792 + Penalty 3006.669366 = -1204722.312425
  nChanged 119
		SP:Iteration 12Q (79832.710000 sec): 3 clusters
  Score: Raw -1207759.467736 + Penalty 3006.669366 = -1204752.798370
  nChanged 101
		SP:Iteration 13Q (79832.860000 sec): 3 clusters
  Score: Raw -1207783.501941 + Penalty 3006.669366 = -1204776.832575
  nChanged 89
		SP:Iteration 14Q (79833.000000 sec): 3 clusters
  Score: Raw -1207801.431139 + Penalty 3006.669366 = -1204794.761773
  nChanged 65
		SP:Iteration 15Q (79833.180000 sec): 3 clusters
  Score: Raw -1207811.270135 + Penalty 3006.669366 = -1204804.600769
  nChanged 38
		SP:Iteration 16Q (79833.340000 sec): 3 clusters
  Score: Raw -1207816.570907 + Penalty 3006.669366 = -1204809.901541
  nChanged 32
		SP:Iteration 17Q (79833.490000 sec): 3 clusters
  Score: Raw -1207821.154696 + Penalty 3006.669366 = -1204814.485330
  nChanged 35
		SP:Iteration 18Q (79833.670000 sec): 3 clusters
  Score: Raw -1207826.491367 + Penalty 3006.669366 = -1204819.822000
  nChanged 29
		SP:Iteration 19Q (79833.820000 sec): 3 clusters
  Score: Raw -1207830.351723 + Penalty 3006.669366 = -1204823.682357
  nChanged 23
		SP:Iteration 20F (79833.980000 sec): 3 clusters
  Score: Raw -1207833.791228 + Penalty 3006.669366 = -1204827.121862
  nChanged 19
		SP:Iteration 21Q (79834.160000 sec): 3 clusters
  Score: Raw -1207835.611757 + Penalty 3006.669366 = -1204828.942391
  nChanged 16
		SP:Iteration 22Q (79834.310000 sec): 3 clusters
  Score: Raw -1207837.156828 + Penalty 3006.669366 = -1204830.487461
  nChanged 11
		SP:Iteration 23Q (79834.480000 sec): 3 clusters
  Score: Raw -1207838.240232 + Penalty 3006.669366 = -1204831.570866
  nChanged 9
		SP:Iteration 24Q (79834.630000 sec): 3 clusters
  Score: Raw -1207839.180558 + Penalty 3006.669366 = -1204832.511192
  nChanged 11
		SP:Iteration 25Q (79834.780000 sec): 3 clusters
  Score: Raw -1207840.243651 + Penalty 3006.669366 = -1204833.574285
  nChanged 8
		SP:Iteration 26Q (79834.960000 sec): 3 clusters
  Score: Raw -1207840.842892 + Penalty 3006.669366 = -1204834.173525
  nChanged 4
		SP:Iteration 27Q (79835.110000 sec): 3 clusters
  Score: Raw -1207841.094791 + Penalty 3006.669366 = -1204834.425424
  nChanged 2
		SP:Iteration 28Q (79835.280000 sec): 3 clusters
  Score: Raw -1207841.304454 + Penalty 3006.669366 = -1204834.635088
  nChanged 3
		SP:Iteration 29Q (79835.430000 sec): 3 clusters
  Score: Raw -1207841.648504 + Penalty 3006.669366 = -1204834.979138
  nChanged 4
		SP:Iteration 30Q (79835.580000 sec): 3 clusters
  Score: Raw -1207841.848682 + Penalty 3006.669366 = -1204835.179316
  nChanged 2
		SP:Iteration 31Q (79835.770000 sec): 3 clusters
  Score: Raw -1207841.980553 + Penalty 3006.669366 = -1204835.311187
  nChanged 3
		SP:Iteration 32Q (79835.920000 sec): 3 clusters
  Score: Raw -1207842.430366 + Penalty 3006.669366 = -1204835.761000
  nChanged 6
		SP:Iteration 33Q (79836.080000 sec): 3 clusters
  Score: Raw -1207842.849447 + Penalty 3006.669366 = -1204836.180081
  nChanged 5
		SP:Iteration 34Q (79836.240000 sec): 3 clusters
  Score: Raw -1207843.352253 + Penalty 3006.669366 = -1204836.682887
  nChanged 6
		SP:Iteration 35Q (79836.390000 sec): 3 clusters
  Score: Raw -1207843.903897 + Penalty 3006.669366 = -1204837.234530
  nChanged 6
		SP:Iteration 36Q (79836.560000 sec): 3 clusters
  Score: Raw -1207844.389453 + Penalty 3006.669366 = -1204837.720086
  nChanged 3
		SP:Iteration 37Q (79836.710000 sec): 3 clusters
  Score: Raw -1207844.764203 + Penalty 3006.669366 = -1204838.094836
  nChanged 5
		SP:Iteration 38Q (79836.870000 sec): 3 clusters
  Score: Raw -1207845.328157 + Penalty 3006.669366 = -1204838.658791
  nChanged 4
		SP:Iteration 39Q (79837.060000 sec): 3 clusters
  Score: Raw -1207845.736382 + Penalty 3006.669366 = -1204839.067016
  nChanged 4
		SP:Iteration 40F (79837.200000 sec): 3 clusters
  Score: Raw -1207846.147867 + Penalty 3006.669366 = -1204839.478501
  nChanged 5
		SP:Iteration 41Q (79837.370000 sec): 3 clusters
  Score: Raw -1207846.661705 + Penalty 3006.669366 = -1204839.992339
  nChanged 3
		SP:Iteration 42Q (79837.520000 sec): 3 clusters
  Score: Raw -1207846.952495 + Penalty 3006.669366 = -1204840.283129
  nChanged 6
		SP:Iteration 43Q (79837.680000 sec): 3 clusters
  Score: Raw -1207847.381878 + Penalty 3006.669366 = -1204840.712512
  nChanged 5
		SP:Iteration 44Q (79837.860000 sec): 3 clusters
  Score: Raw -1207847.868661 + Penalty 3006.669366 = -1204841.199294
  nChanged 1
		SP:Iteration 45Q (79838.010000 sec): 3 clusters
  Score: Raw -1207847.916678 + Penalty 3006.669366 = -1204841.247312
  nChanged 0
		SP:Iteration 46F (79838.170000 sec): 3 clusters
  Score: Raw -1207847.916678 + Penalty 3006.669366 = -1204841.247312
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 92 (4380 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79838.260000 sec): 2 clusters
  Score: Raw -513014.142029 + Penalty 1362.530651 = -511651.611379
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79838.350000 sec): 3 clusters
  Score: Raw -510809.353877 + Penalty 2725.061301 = -508084.292576
  nChanged 1751
		SP:Iteration 1F (79838.440000 sec): 3 clusters
  Score: Raw -511816.350034 + Penalty 2725.061301 = -509091.288733
  nChanged 302
		SP:Iteration 2F (79838.520000 sec): 3 clusters
  Score: Raw -512000.787492 + Penalty 2725.061301 = -509275.726191
  nChanged 222
		SP:Iteration 3F (79838.600000 sec): 3 clusters
  Score: Raw -512160.981371 + Penalty 2725.061301 = -509435.920070
  nChanged 216
		SP:Iteration 4Q (79838.680000 sec): 3 clusters
  Score: Raw -512334.013544 + Penalty 2725.061301 = -509608.952243
  nChanged 227
		SP:Iteration 5F (79838.760000 sec): 3 clusters
  Score: Raw -512481.026882 + Penalty 2725.061301 = -509755.965581
  nChanged 184
		SP:Iteration 6Q (79838.830000 sec): 3 clusters
  Score: Raw -512582.230885 + Penalty 2725.061301 = -509857.169584
  nChanged 155
		SP:Iteration 7Q (79838.910000 sec): 3 clusters
  Score: Raw -512667.694838 + Penalty 2725.061301 = -509942.633537
  nChanged 138
		SP:Iteration 8Q (79838.990000 sec): 3 clusters
  Score: Raw -512732.275800 + Penalty 2725.061301 = -510007.214499
  nChanged 111
		SP:Iteration 9Q (79839.070000 sec): 3 clusters
  Score: Raw -512787.946796 + Penalty 2725.061301 = -510062.885495
  nChanged 107
		SP:Iteration 10Q (79839.150000 sec): 3 clusters
  Score: Raw -512846.416144 + Penalty 2725.061301 = -510121.354843
  nChanged 94
		SP:Iteration 11Q (79839.230000 sec): 3 clusters
  Score: Raw -512907.849202 + Penalty 2725.061301 = -510182.787901
  nChanged 96
		SP:Iteration 12Q (79839.310000 sec): 3 clusters
  Score: Raw -512949.814439 + Penalty 2725.061301 = -510224.753138
  nChanged 68
		SP:Iteration 13Q (79839.390000 sec): 3 clusters
  Score: Raw -512975.708193 + Penalty 2725.061301 = -510250.646892
  nChanged 54
		SP:Iteration 14Q (79839.470000 sec): 3 clusters
  Score: Raw -512998.755667 + Penalty 2725.061301 = -510273.694366
  nChanged 53
		SP:Iteration 15Q (79839.550000 sec): 3 clusters
  Score: Raw -513020.839980 + Penalty 2725.061301 = -510295.778679
  nChanged 54
		SP:Iteration 16Q (79839.630000 sec): 3 clusters
  Score: Raw -513043.312901 + Penalty 2725.061301 = -510318.251600
  nChanged 51
		SP:Iteration 17Q (79839.710000 sec): 3 clusters
  Score: Raw -513061.384677 + Penalty 2725.061301 = -510336.323376
  nChanged 29
		SP:Iteration 18Q (79839.790000 sec): 3 clusters
  Score: Raw -513071.385783 + Penalty 2725.061301 = -510346.324482
  nChanged 32
		SP:Iteration 19Q (79839.870000 sec): 3 clusters
  Score: Raw -513085.207702 + Penalty 2725.061301 = -510360.146401
  nChanged 32
		SP:Iteration 20F (79839.950000 sec): 3 clusters
  Score: Raw -513099.242196 + Penalty 2725.061301 = -510374.180895
  nChanged 32
		SP:Iteration 21Q (79840.020000 sec): 3 clusters
  Score: Raw -513111.998838 + Penalty 2725.061301 = -510386.937536
  nChanged 22
		SP:Iteration 22Q (79840.100000 sec): 3 clusters
  Score: Raw -513119.699774 + Penalty 2725.061301 = -510394.638473
  nChanged 22
		SP:Iteration 23Q (79840.180000 sec): 3 clusters
  Score: Raw -513126.738092 + Penalty 2725.061301 = -510401.676791
  nChanged 19
		SP:Iteration 24Q (79840.260000 sec): 3 clusters
  Score: Raw -513133.287263 + Penalty 2725.061301 = -510408.225962
  nChanged 16
		SP:Iteration 25Q (79840.340000 sec): 3 clusters
  Score: Raw -513138.966502 + Penalty 2725.061301 = -510413.905201
  nChanged 9
		SP:Iteration 26Q (79840.420000 sec): 3 clusters
  Score: Raw -513142.532326 + Penalty 2725.061301 = -510417.471025
  nChanged 11
		SP:Iteration 27Q (79840.500000 sec): 3 clusters
  Score: Raw -513146.589256 + Penalty 2725.061301 = -510421.527954
  nChanged 14
		SP:Iteration 28Q (79840.580000 sec): 3 clusters
  Score: Raw -513151.631206 + Penalty 2725.061301 = -510426.569905
  nChanged 9
		SP:Iteration 29Q (79840.660000 sec): 3 clusters
  Score: Raw -513154.564914 + Penalty 2725.061301 = -510429.503612
  nChanged 8
		SP:Iteration 30Q (79840.740000 sec): 3 clusters
  Score: Raw -513156.418643 + Penalty 2725.061301 = -510431.357342
  nChanged 6
		SP:Iteration 31Q (79840.820000 sec): 3 clusters
  Score: Raw -513159.501389 + Penalty 2725.061301 = -510434.440088
  nChanged 7
		SP:Iteration 32Q (79840.900000 sec): 3 clusters
  Score: Raw -513163.361401 + Penalty 2725.061301 = -510438.300100
  nChanged 12
		SP:Iteration 33Q (79840.980000 sec): 3 clusters
  Score: Raw -513170.119340 + Penalty 2725.061301 = -510445.058038
  nChanged 18
		SP:Iteration 34Q (79841.060000 sec): 3 clusters
  Score: Raw -513178.825652 + Penalty 2725.061301 = -510453.764351
  nChanged 19
		SP:Iteration 35Q (79841.140000 sec): 3 clusters
  Score: Raw -513184.385635 + Penalty 2725.061301 = -510459.324334
  nChanged 10
		SP:Iteration 36Q (79841.220000 sec): 3 clusters
  Score: Raw -513188.491865 + Penalty 2725.061301 = -510463.430563
  nChanged 11
		SP:Iteration 37Q (79841.290000 sec): 3 clusters
  Score: Raw -513193.204057 + Penalty 2725.061301 = -510468.142756
  nChanged 10
		SP:Iteration 38Q (79841.370000 sec): 3 clusters
  Score: Raw -513197.183474 + Penalty 2725.061301 = -510472.122173
  nChanged 11
		SP:Iteration 39Q (79841.450000 sec): 3 clusters
  Score: Raw -513202.551455 + Penalty 2725.061301 = -510477.490154
  nChanged 13
		SP:Iteration 40F (79841.530000 sec): 3 clusters
  Score: Raw -513209.088733 + Penalty 2725.061301 = -510484.027431
  nChanged 19
		SP:Iteration 41Q (79841.610000 sec): 3 clusters
  Score: Raw -513216.636507 + Penalty 2725.061301 = -510491.575205
  nChanged 19
		SP:Iteration 42Q (79841.690000 sec): 3 clusters
  Score: Raw -513223.433288 + Penalty 2725.061301 = -510498.371987
  nChanged 17
		SP:Iteration 43Q (79841.770000 sec): 3 clusters
  Score: Raw -513230.883723 + Penalty 2725.061301 = -510505.822422
  nChanged 24
		SP:Iteration 44Q (79841.840000 sec): 3 clusters
  Score: Raw -513243.309767 + Penalty 2725.061301 = -510518.248466
  nChanged 23
		SP:Iteration 45Q (79841.920000 sec): 3 clusters
  Score: Raw -513257.083861 + Penalty 2725.061301 = -510532.022560
  nChanged 25
		SP:Iteration 46Q (79842.000000 sec): 3 clusters
  Score: Raw -513270.750268 + Penalty 2725.061301 = -510545.688967
  nChanged 20
		SP:Iteration 47Q (79842.080000 sec): 3 clusters
  Score: Raw -513281.201687 + Penalty 2725.061301 = -510556.140386
  nChanged 27
		SP:Iteration 48Q (79842.160000 sec): 3 clusters
  Score: Raw -513296.866199 + Penalty 2725.061301 = -510571.804898
  nChanged 17
		SP:Iteration 49Q (79842.240000 sec): 3 clusters
  Score: Raw -513307.885473 + Penalty 2725.061301 = -510582.824172
  nChanged 17
		SP:Iteration 50Q (79842.320000 sec): 3 clusters
  Score: Raw -513315.747722 + Penalty 2725.061301 = -510590.686421
  nChanged 18
		SP:Iteration 51Q (79842.400000 sec): 3 clusters
  Score: Raw -513323.963474 + Penalty 2725.061301 = -510598.902173
  nChanged 12
		SP:Iteration 52Q (79842.470000 sec): 3 clusters
  Score: Raw -513328.754747 + Penalty 2725.061301 = -510603.693446
  nChanged 9
		SP:Iteration 53Q (79842.550000 sec): 3 clusters
  Score: Raw -513331.737519 + Penalty 2725.061301 = -510606.676218
  nChanged 5
		SP:Iteration 54Q (79842.630000 sec): 3 clusters
  Score: Raw -513332.960720 + Penalty 2725.061301 = -510607.899419
  nChanged 4
		SP:Iteration 55Q (79842.710000 sec): 3 clusters
  Score: Raw -513334.381269 + Penalty 2725.061301 = -510609.319968
  nChanged 5
		SP:Iteration 56Q (79842.780000 sec): 3 clusters
  Score: Raw -513336.621321 + Penalty 2725.061301 = -510611.560020
  nChanged 4
		SP:Iteration 57Q (79842.860000 sec): 3 clusters
  Score: Raw -513338.532657 + Penalty 2725.061301 = -510613.471356
  nChanged 2
		SP:Iteration 58Q (79842.940000 sec): 3 clusters
  Score: Raw -513338.987561 + Penalty 2725.061301 = -510613.926260
  nChanged 1
		SP:Iteration 59Q (79843.020000 sec): 3 clusters
  Score: Raw -513339.174557 + Penalty 2725.061301 = -510614.113256
  nChanged 1
		SP:Iteration 60F (79843.100000 sec): 3 clusters
  Score: Raw -513339.819598 + Penalty 2725.061301 = -510614.758297
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 93 (7434 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79843.210000 sec): 2 clusters
  Score: Raw -882973.162463 + Penalty 1448.495645 = -881524.666818
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79843.340000 sec): 3 clusters
  Score: Raw -878885.082051 + Penalty 2896.991289 = -875988.090762
  nChanged 3181
		SP:Iteration 1F (79843.450000 sec): 3 clusters
  Score: Raw -880640.950338 + Penalty 2896.991289 = -877743.959049
  nChanged 528
		SP:Iteration 2F (79843.560000 sec): 3 clusters
  Score: Raw -880921.080130 + Penalty 2896.991289 = -878024.088841
  nChanged 430
		SP:Iteration 3F (79843.670000 sec): 3 clusters
  Score: Raw -881126.819921 + Penalty 2896.991289 = -878229.828632
  nChanged 336
		SP:Iteration 4Q (79843.800000 sec): 3 clusters
  Score: Raw -881290.393843 + Penalty 2896.991289 = -878393.402554
  nChanged 317
		SP:Iteration 5Q (79843.920000 sec): 3 clusters
  Score: Raw -881473.149942 + Penalty 2896.991289 = -878576.158653
  nChanged 336
		SP:Iteration 6Q (79844.040000 sec): 3 clusters
  Score: Raw -881713.203098 + Penalty 2896.991289 = -878816.211809
  nChanged 360
		SP:Iteration 7Q (79844.170000 sec): 3 clusters
  Score: Raw -881955.627968 + Penalty 2896.991289 = -879058.636679
  nChanged 327
		SP:Iteration 8Q (79844.290000 sec): 3 clusters
  Score: Raw -882147.113905 + Penalty 2896.991289 = -879250.122616
  nChanged 310
		SP:Iteration 9Q (79844.410000 sec): 3 clusters
  Score: Raw -882337.364811 + Penalty 2896.991289 = -879440.373522
  nChanged 299
		SP:Iteration 10Q (79844.540000 sec): 3 clusters
  Score: Raw -882514.405801 + Penalty 2896.991289 = -879617.414512
  nChanged 283
		SP:Iteration 11Q (79844.660000 sec): 3 clusters
  Score: Raw -882706.390742 + Penalty 2896.991289 = -879809.399453
  nChanged 275
		SP:Iteration 12Q (79844.780000 sec): 3 clusters
  Score: Raw -882887.255116 + Penalty 2896.991289 = -879990.263827
  nChanged 248
		SP:Iteration 13Q (79844.900000 sec): 3 clusters
  Score: Raw -883046.392005 + Penalty 2896.991289 = -880149.400716
  nChanged 224
		SP:Iteration 14Q (79845.020000 sec): 3 clusters
  Score: Raw -883202.740010 + Penalty 2896.991289 = -880305.748721
  nChanged 192
		SP:Iteration 15Q (79845.140000 sec): 3 clusters
  Score: Raw -883326.650289 + Penalty 2896.991289 = -880429.659000
  nChanged 143
		SP:Iteration 16Q (79845.260000 sec): 3 clusters
  Score: Raw -883430.686060 + Penalty 2896.991289 = -880533.694771
  nChanged 137
		SP:Iteration 17Q (79845.380000 sec): 3 clusters
  Score: Raw -883527.323566 + Penalty 2896.991289 = -880630.332277
  nChanged 116
		SP:Iteration 18Q (79845.500000 sec): 3 clusters
  Score: Raw -883600.423510 + Penalty 2896.991289 = -880703.432221
  nChanged 88
		SP:Iteration 19Q (79845.620000 sec): 3 clusters
  Score: Raw -883662.256852 + Penalty 2896.991289 = -880765.265563
  nChanged 89
		SP:Iteration 20F (79845.750000 sec): 3 clusters
  Score: Raw -883702.278853 + Penalty 2896.991289 = -880805.287564
  nChanged 50
		SP:Iteration 21Q (79845.860000 sec): 3 clusters
  Score: Raw -883718.806788 + Penalty 2896.991289 = -880821.815499
  nChanged 29
		SP:Iteration 22Q (79845.980000 sec): 3 clusters
  Score: Raw -883725.718522 + Penalty 2896.991289 = -880828.727233
  nChanged 24
		SP:Iteration 23Q (79846.100000 sec): 3 clusters
  Score: Raw -883732.585083 + Penalty 2896.991289 = -880835.593794
  nChanged 17
		SP:Iteration 24Q (79846.210000 sec): 3 clusters
  Score: Raw -883737.956237 + Penalty 2896.991289 = -880840.964948
  nChanged 18
		SP:Iteration 25Q (79846.330000 sec): 3 clusters
  Score: Raw -883743.892985 + Penalty 2896.991289 = -880846.901696
  nChanged 19
		SP:Iteration 26Q (79846.450000 sec): 3 clusters
  Score: Raw -883749.665353 + Penalty 2896.991289 = -880852.674063
  nChanged 15
		SP:Iteration 27Q (79846.570000 sec): 3 clusters
  Score: Raw -883754.495925 + Penalty 2896.991289 = -880857.504636
  nChanged 20
		SP:Iteration 28Q (79846.690000 sec): 3 clusters
  Score: Raw -883761.613398 + Penalty 2896.991289 = -880864.622109
  nChanged 22
		SP:Iteration 29Q (79846.810000 sec): 3 clusters
  Score: Raw -883768.119435 + Penalty 2896.991289 = -880871.128146
  nChanged 15
		SP:Iteration 30Q (79846.920000 sec): 3 clusters
  Score: Raw -883771.029182 + Penalty 2896.991289 = -880874.037893
  nChanged 6
		SP:Iteration 31Q (79847.040000 sec): 3 clusters
  Score: Raw -883772.314030 + Penalty 2896.991289 = -880875.322741
  nChanged 5
		SP:Iteration 32Q (79847.160000 sec): 3 clusters
  Score: Raw -883772.876783 + Penalty 2896.991289 = -880875.885494
  nChanged 3
		SP:Iteration 33Q (79847.280000 sec): 3 clusters
  Score: Raw -883773.282956 + Penalty 2896.991289 = -880876.291667
  nChanged 1
		SP:Iteration 34Q (79847.390000 sec): 3 clusters
  Score: Raw -883773.360380 + Penalty 2896.991289 = -880876.369091
  nChanged 0
		SP:Iteration 35F (79847.520000 sec): 3 clusters
  Score: Raw -883773.360380 + Penalty 2896.991289 = -880876.369091
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 94 (3195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79847.600000 sec): 2 clusters
  Score: Raw -357020.731995 + Penalty 1311.268135 = -355709.463861
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79847.660000 sec): 3 clusters
  Score: Raw -355485.649220 + Penalty 2622.536269 = -352863.112951
  nChanged 1268
		SP:Iteration 1F (79847.720000 sec): 3 clusters
  Score: Raw -356295.406590 + Penalty 2622.536269 = -353672.870320
  nChanged 248
		SP:Iteration 2F (79847.780000 sec): 3 clusters
  Score: Raw -356506.210940 + Penalty 2622.536269 = -353883.674671
  nChanged 196
		SP:Iteration 3F (79847.840000 sec): 3 clusters
  Score: Raw -356689.147595 + Penalty 2622.536269 = -354066.611326
  nChanged 167
		SP:Iteration 4F (79847.900000 sec): 3 clusters
  Score: Raw -356824.723597 + Penalty 2622.536269 = -354202.187328
  nChanged 136
		SP:Iteration 5Q (79847.960000 sec): 3 clusters
  Score: Raw -356928.335282 + Penalty 2622.536269 = -354305.799013
  nChanged 117
		SP:Iteration 6Q (79848.010000 sec): 3 clusters
  Score: Raw -357019.702107 + Penalty 2622.536269 = -354397.165838
  nChanged 86
		SP:Iteration 7Q (79848.070000 sec): 3 clusters
  Score: Raw -357091.956356 + Penalty 2622.536269 = -354469.420087
  nChanged 86
		SP:Iteration 8Q (79848.130000 sec): 3 clusters
  Score: Raw -357151.192430 + Penalty 2622.536269 = -354528.656161
  nChanged 69
		SP:Iteration 9Q (79848.180000 sec): 3 clusters
  Score: Raw -357186.785983 + Penalty 2622.536269 = -354564.249714
  nChanged 52
		SP:Iteration 10Q (79848.240000 sec): 3 clusters
  Score: Raw -357223.875038 + Penalty 2622.536269 = -354601.338769
  nChanged 56
		SP:Iteration 11Q (79848.290000 sec): 3 clusters
  Score: Raw -357261.459967 + Penalty 2622.536269 = -354638.923698
  nChanged 49
		SP:Iteration 12Q (79848.350000 sec): 3 clusters
  Score: Raw -357296.268434 + Penalty 2622.536269 = -354673.732165
  nChanged 44
		SP:Iteration 13Q (79848.410000 sec): 3 clusters
  Score: Raw -357334.013863 + Penalty 2622.536269 = -354711.477593
  nChanged 40
		SP:Iteration 14Q (79848.470000 sec): 3 clusters
  Score: Raw -357370.435379 + Penalty 2622.536269 = -354747.899110
  nChanged 43
		SP:Iteration 15Q (79848.520000 sec): 3 clusters
  Score: Raw -357399.148448 + Penalty 2622.536269 = -354776.612178
  nChanged 42
		SP:Iteration 16Q (79848.580000 sec): 3 clusters
  Score: Raw -357422.413160 + Penalty 2622.536269 = -354799.876891
  nChanged 29
		SP:Iteration 17Q (79848.630000 sec): 3 clusters
  Score: Raw -357437.561663 + Penalty 2622.536269 = -354815.025394
  nChanged 23
		SP:Iteration 18Q (79848.690000 sec): 3 clusters
  Score: Raw -357451.086832 + Penalty 2622.536269 = -354828.550563
  nChanged 25
		SP:Iteration 19Q (79848.750000 sec): 3 clusters
  Score: Raw -357465.302343 + Penalty 2622.536269 = -354842.766074
  nChanged 23
		SP:Iteration 20F (79848.800000 sec): 3 clusters
  Score: Raw -357477.879878 + Penalty 2622.536269 = -354855.343609
  nChanged 24
		SP:Iteration 21Q (79848.860000 sec): 3 clusters
  Score: Raw -357489.937441 + Penalty 2622.536269 = -354867.401172
  nChanged 22
		SP:Iteration 22Q (79848.910000 sec): 3 clusters
  Score: Raw -357504.041335 + Penalty 2622.536269 = -354881.505066
  nChanged 19
		SP:Iteration 23Q (79848.970000 sec): 3 clusters
  Score: Raw -357511.255016 + Penalty 2622.536269 = -354888.718746
  nChanged 14
		SP:Iteration 24Q (79849.030000 sec): 3 clusters
  Score: Raw -357516.971895 + Penalty 2622.536269 = -354894.435626
  nChanged 17
		SP:Iteration 25Q (79849.080000 sec): 3 clusters
  Score: Raw -357522.331187 + Penalty 2622.536269 = -354899.794918
  nChanged 12
		SP:Iteration 26Q (79849.130000 sec): 3 clusters
  Score: Raw -357526.728762 + Penalty 2622.536269 = -354904.192493
  nChanged 11
		SP:Iteration 27Q (79849.190000 sec): 3 clusters
  Score: Raw -357531.143794 + Penalty 2622.536269 = -354908.607524
  nChanged 15
		SP:Iteration 28Q (79849.250000 sec): 3 clusters
  Score: Raw -357539.023760 + Penalty 2622.536269 = -354916.487491
  nChanged 15
		SP:Iteration 29Q (79849.310000 sec): 3 clusters
  Score: Raw -357547.704590 + Penalty 2622.536269 = -354925.168321
  nChanged 19
		SP:Iteration 30Q (79849.360000 sec): 3 clusters
  Score: Raw -357555.660853 + Penalty 2622.536269 = -354933.124584
  nChanged 10
		SP:Iteration 31Q (79849.420000 sec): 3 clusters
  Score: Raw -357560.481574 + Penalty 2622.536269 = -354937.945305
  nChanged 13
		SP:Iteration 32Q (79849.470000 sec): 3 clusters
  Score: Raw -357567.660058 + Penalty 2622.536269 = -354945.123789
  nChanged 14
		SP:Iteration 33Q (79849.530000 sec): 3 clusters
  Score: Raw -357577.647291 + Penalty 2622.536269 = -354955.111021
  nChanged 19
		SP:Iteration 34Q (79849.580000 sec): 3 clusters
  Score: Raw -357590.425296 + Penalty 2622.536269 = -354967.889027
  nChanged 14
		SP:Iteration 35Q (79849.640000 sec): 3 clusters
  Score: Raw -357597.047102 + Penalty 2622.536269 = -354974.510833
  nChanged 11
		SP:Iteration 36Q (79849.690000 sec): 3 clusters
  Score: Raw -357602.417085 + Penalty 2622.536269 = -354979.880816
  nChanged 11
		SP:Iteration 37Q (79849.750000 sec): 3 clusters
  Score: Raw -357607.380765 + Penalty 2622.536269 = -354984.844496
  nChanged 11
		SP:Iteration 38Q (79849.800000 sec): 3 clusters
  Score: Raw -357613.479946 + Penalty 2622.536269 = -354990.943676
  nChanged 16
		SP:Iteration 39Q (79849.860000 sec): 3 clusters
  Score: Raw -357623.087708 + Penalty 2622.536269 = -355000.551439
  nChanged 19
		SP:Iteration 40F (79849.920000 sec): 3 clusters
  Score: Raw -357632.599046 + Penalty 2622.536269 = -355010.062776
  nChanged 13
		SP:Iteration 41Q (79849.970000 sec): 3 clusters
  Score: Raw -357639.218575 + Penalty 2622.536269 = -355016.682306
  nChanged 7
		SP:Iteration 42Q (79850.030000 sec): 3 clusters
  Score: Raw -357643.579729 + Penalty 2622.536269 = -355021.043460
  nChanged 8
		SP:Iteration 43Q (79850.080000 sec): 3 clusters
  Score: Raw -357647.362548 + Penalty 2622.536269 = -355024.826279
  nChanged 8
		SP:Iteration 44Q (79850.140000 sec): 3 clusters
  Score: Raw -357650.206841 + Penalty 2622.536269 = -355027.670572
  nChanged 7
		SP:Iteration 45Q (79850.190000 sec): 3 clusters
  Score: Raw -357653.432393 + Penalty 2622.536269 = -355030.896124
  nChanged 4
		SP:Iteration 46Q (79850.250000 sec): 3 clusters
  Score: Raw -357654.034338 + Penalty 2622.536269 = -355031.498069
  nChanged 0
		SP:Iteration 47F (79850.310000 sec): 3 clusters
  Score: Raw -357654.034338 + Penalty 2622.536269 = -355031.498069
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 95 (1595 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79850.370000 sec): 2 clusters
  Score: Raw -181431.073924 + Penalty 1198.377215 = -180232.696709
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79850.400000 sec): 3 clusters
  Score: Raw -180858.843259 + Penalty 2396.754430 = -178462.088829
  nChanged 534
		SP:Iteration 1F (79850.430000 sec): 3 clusters
  Score: Raw -181398.463065 + Penalty 2396.754430 = -179001.708635
  nChanged 135
		SP:Iteration 2F (79850.460000 sec): 3 clusters
  Score: Raw -181598.196125 + Penalty 2396.754430 = -179201.441695
  nChanged 125
		SP:Iteration 3F (79850.490000 sec): 3 clusters
  Score: Raw -181746.575823 + Penalty 2396.754430 = -179349.821393
  nChanged 100
		SP:Iteration 4F (79850.520000 sec): 3 clusters
  Score: Raw -181860.861485 + Penalty 2396.754430 = -179464.107055
  nChanged 89
		SP:Iteration 5F (79850.550000 sec): 3 clusters
  Score: Raw -181960.358826 + Penalty 2396.754430 = -179563.604396
  nChanged 72
		SP:Iteration 6Q (79850.580000 sec): 3 clusters
  Score: Raw -182032.135890 + Penalty 2396.754430 = -179635.381460
  nChanged 50
		SP:Iteration 7Q (79850.610000 sec): 3 clusters
  Score: Raw -182080.141945 + Penalty 2396.754430 = -179683.387515
  nChanged 35
		SP:Iteration 8Q (79850.630000 sec): 3 clusters
  Score: Raw -182112.275488 + Penalty 2396.754430 = -179715.521058
  nChanged 27
		SP:Iteration 9Q (79850.670000 sec): 3 clusters
  Score: Raw -182135.573766 + Penalty 2396.754430 = -179738.819336
  nChanged 16
		SP:Iteration 10Q (79850.690000 sec): 3 clusters
  Score: Raw -182149.858926 + Penalty 2396.754430 = -179753.104496
  nChanged 9
		SP:Iteration 11Q (79850.720000 sec): 3 clusters
  Score: Raw -182154.468929 + Penalty 2396.754430 = -179757.714499
  nChanged 2
		SP:Iteration 12Q (79850.750000 sec): 3 clusters
  Score: Raw -182156.710981 + Penalty 2396.754430 = -179759.956551
  nChanged 3
		SP:Iteration 13Q (79850.780000 sec): 3 clusters
  Score: Raw -182158.929815 + Penalty 2396.754430 = -179762.175385
  nChanged 0
		SP:Iteration 14F (79850.810000 sec): 3 clusters
  Score: Raw -182158.929815 + Penalty 2396.754430 = -179762.175385
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 96 (323 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79850.850000 sec): 2 clusters
  Score: Raw -36976.582172 + Penalty 938.868503 = -36037.713669
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79850.860000 sec): 3 clusters
  Score: Raw -36969.447196 + Penalty 1877.737005 = -35091.710191
  nChanged 60
		SP:Iteration 1F (79850.870000 sec): 3 clusters
  Score: Raw -37106.676686 + Penalty 1877.737005 = -35228.939681
  nChanged 11
		SP:Iteration 2Q (79850.870000 sec): 3 clusters
  Score: Raw -37128.242650 + Penalty 1877.737005 = -35250.505645
  nChanged 3
		SP:Iteration 3Q (79850.880000 sec): 3 clusters
  Score: Raw -37141.218568 + Penalty 1877.737005 = -35263.481563
  nChanged 5
		SP:Iteration 4Q (79850.890000 sec): 3 clusters
  Score: Raw -37155.047517 + Penalty 1877.737005 = -35277.310512
  nChanged 4
		SP:Iteration 5Q (79850.890000 sec): 3 clusters
  Score: Raw -37163.321253 + Penalty 1877.737005 = -35285.584248
  nChanged 2
		SP:Iteration 6Q (79850.900000 sec): 3 clusters
  Score: Raw -37167.590102 + Penalty 1877.737005 = -35289.853097
  nChanged 1
		SP:Iteration 7Q (79850.910000 sec): 3 clusters
  Score: Raw -37171.544354 + Penalty 1877.737005 = -35293.807349
  nChanged 1
		SP:Iteration 8Q (79850.910000 sec): 3 clusters
  Score: Raw -37173.916919 + Penalty 1877.737005 = -35296.179914
  nChanged 0
		SP:Iteration 9F (79850.920000 sec): 3 clusters
  Score: Raw -37173.916919 + Penalty 1877.737005 = -35296.179914
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 97 (3562 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79851.000000 sec): 2 clusters
  Score: Raw -410337.062460 + Penalty 1328.937588 = -409008.124873
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79851.070000 sec): 3 clusters
  Score: Raw -408617.302583 + Penalty 2657.875176 = -405959.427407
  nChanged 1392
		SP:Iteration 1F (79851.140000 sec): 3 clusters
  Score: Raw -409534.753341 + Penalty 2657.875176 = -406876.878165
  nChanged 328
		SP:Iteration 2F (79851.210000 sec): 3 clusters
  Score: Raw -409839.138388 + Penalty 2657.875176 = -407181.263212
  nChanged 240
		SP:Iteration 3F (79851.280000 sec): 3 clusters
  Score: Raw -410116.980041 + Penalty 2657.875176 = -407459.104865
  nChanged 240
		SP:Iteration 4F (79851.350000 sec): 3 clusters
  Score: Raw -410434.956573 + Penalty 2657.875176 = -407777.081398
  nChanged 217
		SP:Iteration 5F (79851.420000 sec): 3 clusters
  Score: Raw -410663.648628 + Penalty 2657.875176 = -408005.773452
  nChanged 169
		SP:Iteration 6Q (79851.490000 sec): 3 clusters
  Score: Raw -410820.462935 + Penalty 2657.875176 = -408162.587760
  nChanged 141
		SP:Iteration 7Q (79851.550000 sec): 3 clusters
  Score: Raw -410927.894852 + Penalty 2657.875176 = -408270.019676
  nChanged 114
		SP:Iteration 8Q (79851.620000 sec): 3 clusters
  Score: Raw -411041.682993 + Penalty 2657.875176 = -408383.807818
  nChanged 114
		SP:Iteration 9Q (79851.680000 sec): 3 clusters
  Score: Raw -411135.363270 + Penalty 2657.875176 = -408477.488094
  nChanged 81
		SP:Iteration 10Q (79851.750000 sec): 3 clusters
  Score: Raw -411213.740540 + Penalty 2657.875176 = -408555.865364
  nChanged 69
		SP:Iteration 11Q (79851.810000 sec): 3 clusters
  Score: Raw -411268.119215 + Penalty 2657.875176 = -408610.244040
  nChanged 53
		SP:Iteration 12Q (79851.880000 sec): 3 clusters
  Score: Raw -411307.798737 + Penalty 2657.875176 = -408649.923561
  nChanged 37
		SP:Iteration 13Q (79851.950000 sec): 3 clusters
  Score: Raw -411327.020920 + Penalty 2657.875176 = -408669.145745
  nChanged 25
		SP:Iteration 14Q (79852.010000 sec): 3 clusters
  Score: Raw -411338.323844 + Penalty 2657.875176 = -408680.448669
  nChanged 14
		SP:Iteration 15Q (79852.080000 sec): 3 clusters
  Score: Raw -411344.694803 + Penalty 2657.875176 = -408686.819627
  nChanged 13
		SP:Iteration 16Q (79852.140000 sec): 3 clusters
  Score: Raw -411350.003600 + Penalty 2657.875176 = -408692.128424
  nChanged 7
		SP:Iteration 17Q (79852.210000 sec): 3 clusters
  Score: Raw -411353.953886 + Penalty 2657.875176 = -408696.078710
  nChanged 7
		SP:Iteration 18Q (79852.270000 sec): 3 clusters
  Score: Raw -411357.457429 + Penalty 2657.875176 = -408699.582253
  nChanged 7
		SP:Iteration 19Q (79852.340000 sec): 3 clusters
  Score: Raw -411360.962511 + Penalty 2657.875176 = -408703.087335
  nChanged 4
		SP:Iteration 20F (79852.410000 sec): 3 clusters
  Score: Raw -411361.855706 + Penalty 2657.875176 = -408703.980530
  nChanged 2
		SP:Iteration 21Q (79852.470000 sec): 3 clusters
  Score: Raw -411362.752599 + Penalty 2657.875176 = -408704.877424
  nChanged 0
		SP:Iteration 22F (79852.540000 sec): 3 clusters
  Score: Raw -411362.752599 + Penalty 2657.875176 = -408704.877424
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 98 (10992 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79852.650000 sec): 2 clusters
  Score: Raw -1269020.172563 + Penalty 1512.049990 = -1267508.122574
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79852.850000 sec): 3 clusters
  Score: Raw -1262761.680924 + Penalty 3024.099980 = -1259737.580944
  nChanged 4738
		SP:Iteration 1F (79853.000000 sec): 3 clusters
  Score: Raw -1265443.489310 + Penalty 3024.099980 = -1262419.389330
  nChanged 780
		SP:Iteration 2F (79853.140000 sec): 3 clusters
  Score: Raw -1265884.259858 + Penalty 3024.099980 = -1262860.159878
  nChanged 715
		SP:Iteration 3F (79853.330000 sec): 3 clusters
  Score: Raw -1266314.374163 + Penalty 3024.099980 = -1263290.274184
  nChanged 649
		SP:Iteration 4F (79853.470000 sec): 3 clusters
  Score: Raw -1266738.333321 + Penalty 3024.099980 = -1263714.233341
  nChanged 604
		SP:Iteration 5F (79853.640000 sec): 3 clusters
  Score: Raw -1267114.365163 + Penalty 3024.099980 = -1264090.265184
  nChanged 516
		SP:Iteration 6Q (79853.790000 sec): 3 clusters
  Score: Raw -1267398.102744 + Penalty 3024.099980 = -1264374.002764
  nChanged 434
		SP:Iteration 7Q (79853.950000 sec): 3 clusters
  Score: Raw -1267612.446516 + Penalty 3024.099980 = -1264588.346536
  nChanged 373
		SP:Iteration 8Q (79854.140000 sec): 3 clusters
  Score: Raw -1267791.046187 + Penalty 3024.099980 = -1264766.946208
  nChanged 320
		SP:Iteration 9Q (79854.290000 sec): 3 clusters
  Score: Raw -1267966.935049 + Penalty 3024.099980 = -1264942.835069
  nChanged 347
		SP:Iteration 10Q (79854.460000 sec): 3 clusters
  Score: Raw -1268172.659106 + Penalty 3024.099980 = -1265148.559127
  nChanged 315
		SP:Iteration 11Q (79854.600000 sec): 3 clusters
  Score: Raw -1268343.361071 + Penalty 3024.099980 = -1265319.261092
  nChanged 257
		SP:Iteration 12Q (79854.760000 sec): 3 clusters
  Score: Raw -1268475.310476 + Penalty 3024.099980 = -1265451.210496
  nChanged 219
		SP:Iteration 13Q (79854.910000 sec): 3 clusters
  Score: Raw -1268590.735532 + Penalty 3024.099980 = -1265566.635552
  nChanged 225
		SP:Iteration 14Q (79855.070000 sec): 3 clusters
  Score: Raw -1268714.248002 + Penalty 3024.099980 = -1265690.148023
  nChanged 207
		SP:Iteration 15Q (79855.240000 sec): 3 clusters
  Score: Raw -1268822.984481 + Penalty 3024.099980 = -1265798.884501
  nChanged 182
		SP:Iteration 16Q (79855.390000 sec): 3 clusters
  Score: Raw -1268916.047201 + Penalty 3024.099980 = -1265891.947221
  nChanged 160
		SP:Iteration 17Q (79855.540000 sec): 3 clusters
  Score: Raw -1268998.098260 + Penalty 3024.099980 = -1265973.998280
  nChanged 129
		SP:Iteration 18Q (79855.710000 sec): 3 clusters
  Score: Raw -1269060.590399 + Penalty 3024.099980 = -1266036.490420
  nChanged 128
		SP:Iteration 19Q (79855.850000 sec): 3 clusters
  Score: Raw -1269127.263538 + Penalty 3024.099980 = -1266103.163558
  nChanged 117
		SP:Iteration 20F (79856.020000 sec): 3 clusters
  Score: Raw -1269193.205574 + Penalty 3024.099980 = -1266169.105594
  nChanged 109
		SP:Iteration 21Q (79856.160000 sec): 3 clusters
  Score: Raw -1269249.055419 + Penalty 3024.099980 = -1266224.955440
  nChanged 92
		SP:Iteration 22Q (79856.310000 sec): 3 clusters
  Score: Raw -1269293.941926 + Penalty 3024.099980 = -1266269.841946
  nChanged 66
		SP:Iteration 23Q (79856.480000 sec): 3 clusters
  Score: Raw -1269324.788344 + Penalty 3024.099980 = -1266300.688365
  nChanged 57
		SP:Iteration 24Q (79856.620000 sec): 3 clusters
  Score: Raw -1269360.699895 + Penalty 3024.099980 = -1266336.599915
  nChanged 68
		SP:Iteration 25Q (79856.770000 sec): 3 clusters
  Score: Raw -1269406.516424 + Penalty 3024.099980 = -1266382.416444
  nChanged 70
		SP:Iteration 26Q (79856.940000 sec): 3 clusters
  Score: Raw -1269462.360744 + Penalty 3024.099980 = -1266438.260764
  nChanged 58
		SP:Iteration 27Q (79857.080000 sec): 3 clusters
  Score: Raw -1269504.726553 + Penalty 3024.099980 = -1266480.626573
  nChanged 64
		SP:Iteration 28Q (79857.230000 sec): 3 clusters
  Score: Raw -1269537.437375 + Penalty 3024.099980 = -1266513.337395
  nChanged 47
		SP:Iteration 29Q (79857.400000 sec): 3 clusters
  Score: Raw -1269578.382881 + Penalty 3024.099980 = -1266554.282902
  nChanged 61
		SP:Iteration 30Q (79857.530000 sec): 3 clusters
  Score: Raw -1269632.655160 + Penalty 3024.099980 = -1266608.555180
  nChanged 47
		SP:Iteration 31Q (79857.680000 sec): 3 clusters
  Score: Raw -1269661.333670 + Penalty 3024.099980 = -1266637.233690
  nChanged 28
		SP:Iteration 32Q (79857.850000 sec): 3 clusters
  Score: Raw -1269678.585291 + Penalty 3024.099980 = -1266654.485311
  nChanged 27
		SP:Iteration 33Q (79857.990000 sec): 3 clusters
  Score: Raw -1269692.251125 + Penalty 3024.099980 = -1266668.151146
  nChanged 27
		SP:Iteration 34Q (79858.140000 sec): 3 clusters
  Score: Raw -1269706.131528 + Penalty 3024.099980 = -1266682.031549
  nChanged 19
		SP:Iteration 35Q (79858.310000 sec): 3 clusters
  Score: Raw -1269712.976228 + Penalty 3024.099980 = -1266688.876249
  nChanged 16
		SP:Iteration 36Q (79858.440000 sec): 3 clusters
  Score: Raw -1269718.429371 + Penalty 3024.099980 = -1266694.329392
  nChanged 20
		SP:Iteration 37Q (79858.590000 sec): 3 clusters
  Score: Raw -1269726.099202 + Penalty 3024.099980 = -1266701.999222
  nChanged 14
		SP:Iteration 38Q (79858.760000 sec): 3 clusters
  Score: Raw -1269731.170176 + Penalty 3024.099980 = -1266707.070196
  nChanged 11
		SP:Iteration 39Q (79858.890000 sec): 3 clusters
  Score: Raw -1269737.015497 + Penalty 3024.099980 = -1266712.915518
  nChanged 14
		SP:Iteration 40F (79859.060000 sec): 3 clusters
  Score: Raw -1269742.243874 + Penalty 3024.099980 = -1266718.143894
  nChanged 13
		SP:Iteration 41Q (79859.210000 sec): 3 clusters
  Score: Raw -1269748.162676 + Penalty 3024.099980 = -1266724.062697
  nChanged 11
		SP:Iteration 42Q (79859.420000 sec): 3 clusters
  Score: Raw -1269753.452780 + Penalty 3024.099980 = -1266729.352800
  nChanged 14
		SP:Iteration 43Q (79859.550000 sec): 3 clusters
  Score: Raw -1269760.176787 + Penalty 3024.099980 = -1266736.076807
  nChanged 14
		SP:Iteration 44Q (79859.710000 sec): 3 clusters
  Score: Raw -1269768.280161 + Penalty 3024.099980 = -1266744.180181
  nChanged 13
		SP:Iteration 45Q (79859.880000 sec): 3 clusters
  Score: Raw -1269774.012314 + Penalty 3024.099980 = -1266749.912334
  nChanged 6
		SP:Iteration 46Q (79860.020000 sec): 3 clusters
  Score: Raw -1269776.947994 + Penalty 3024.099980 = -1266752.848014
  nChanged 8
		SP:Iteration 47Q (79860.160000 sec): 3 clusters
  Score: Raw -1269780.008215 + Penalty 3024.099980 = -1266755.908235
  nChanged 8
		SP:Iteration 48Q (79860.330000 sec): 3 clusters
  Score: Raw -1269784.216409 + Penalty 3024.099980 = -1266760.116429
  nChanged 9
		SP:Iteration 49Q (79860.460000 sec): 3 clusters
  Score: Raw -1269787.423894 + Penalty 3024.099980 = -1266763.323914
  nChanged 9
		SP:Iteration 50Q (79860.610000 sec): 3 clusters
  Score: Raw -1269789.507045 + Penalty 3024.099980 = -1266765.407065
  nChanged 3
		SP:Iteration 51Q (79860.780000 sec): 3 clusters
  Score: Raw -1269790.885294 + Penalty 3024.099980 = -1266766.785314
  nChanged 4
		SP:Iteration 52Q (79860.920000 sec): 3 clusters
  Score: Raw -1269792.441440 + Penalty 3024.099980 = -1266768.341460
  nChanged 5
		SP:Iteration 53Q (79861.060000 sec): 3 clusters
  Score: Raw -1269794.257300 + Penalty 3024.099980 = -1266770.157321
  nChanged 4
		SP:Iteration 54Q (79861.230000 sec): 3 clusters
  Score: Raw -1269796.603395 + Penalty 3024.099980 = -1266772.503415
  nChanged 6
		SP:Iteration 55Q (79861.360000 sec): 3 clusters
  Score: Raw -1269798.737449 + Penalty 3024.099980 = -1266774.637469
  nChanged 6
		SP:Iteration 56Q (79861.520000 sec): 3 clusters
  Score: Raw -1269800.606799 + Penalty 3024.099980 = -1266776.506819
  nChanged 5
		SP:Iteration 57Q (79861.690000 sec): 3 clusters
  Score: Raw -1269802.338593 + Penalty 3024.099980 = -1266778.238613
  nChanged 3
		SP:Iteration 58Q (79861.820000 sec): 3 clusters
  Score: Raw -1269803.352239 + Penalty 3024.099980 = -1266779.252259
  nChanged 0
		SP:Iteration 59F (79861.990000 sec): 3 clusters
  Score: Raw -1269803.352239 + Penalty 3024.099980 = -1266779.252259
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 99 (1202 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79862.060000 sec): 2 clusters
  Score: Raw -138780.374891 + Penalty 1152.408094 = -137627.966797
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79862.080000 sec): 3 clusters
  Score: Raw -138384.571890 + Penalty 2304.816187 = -136079.755703
  nChanged 396
		SP:Iteration 1F (79862.110000 sec): 3 clusters
  Score: Raw -138708.666712 + Penalty 2304.816187 = -136403.850525
  nChanged 76
		SP:Iteration 2F (79862.130000 sec): 3 clusters
  Score: Raw -138779.466050 + Penalty 2304.816187 = -136474.649863
  nChanged 47
		SP:Iteration 3Q (79862.160000 sec): 3 clusters
  Score: Raw -138828.660201 + Penalty 2304.816187 = -136523.844013
  nChanged 37
		SP:Iteration 4Q (79862.180000 sec): 3 clusters
  Score: Raw -138865.442112 + Penalty 2304.816187 = -136560.625925
  nChanged 33
		SP:Iteration 5Q (79862.200000 sec): 3 clusters
  Score: Raw -138891.353640 + Penalty 2304.816187 = -136586.537453
  nChanged 21
		SP:Iteration 6Q (79862.230000 sec): 3 clusters
  Score: Raw -138904.690570 + Penalty 2304.816187 = -136599.874382
  nChanged 7
		SP:Iteration 7Q (79862.250000 sec): 3 clusters
  Score: Raw -138910.145898 + Penalty 2304.816187 = -136605.329711
  nChanged 11
		SP:Iteration 8Q (79862.270000 sec): 3 clusters
  Score: Raw -138917.217071 + Penalty 2304.816187 = -136612.400883
  nChanged 7
		SP:Iteration 9Q (79862.300000 sec): 3 clusters
  Score: Raw -138921.195670 + Penalty 2304.816187 = -136616.379482
  nChanged 7
		SP:Iteration 10Q (79862.320000 sec): 3 clusters
  Score: Raw -138926.387568 + Penalty 2304.816187 = -136621.571380
  nChanged 9
		SP:Iteration 11Q (79862.350000 sec): 3 clusters
  Score: Raw -138932.032862 + Penalty 2304.816187 = -136627.216675
  nChanged 10
		SP:Iteration 12Q (79862.370000 sec): 3 clusters
  Score: Raw -138942.402458 + Penalty 2304.816187 = -136637.586271
  nChanged 8
		SP:Iteration 13Q (79862.390000 sec): 3 clusters
  Score: Raw -138947.237359 + Penalty 2304.816187 = -136642.421172
  nChanged 6
		SP:Iteration 14Q (79862.410000 sec): 3 clusters
  Score: Raw -138949.956840 + Penalty 2304.816187 = -136645.140653
  nChanged 5
		SP:Iteration 15Q (79862.430000 sec): 3 clusters
  Score: Raw -138953.460357 + Penalty 2304.816187 = -136648.644170
  nChanged 4
		SP:Iteration 16Q (79862.460000 sec): 3 clusters
  Score: Raw -138957.325146 + Penalty 2304.816187 = -136652.508959
  nChanged 6
		SP:Iteration 17Q (79862.480000 sec): 3 clusters
  Score: Raw -138962.087207 + Penalty 2304.816187 = -136657.271020
  nChanged 3
		SP:Iteration 18Q (79862.500000 sec): 3 clusters
  Score: Raw -138966.664489 + Penalty 2304.816187 = -136661.848301
  nChanged 4
		SP:Iteration 19Q (79862.530000 sec): 3 clusters
  Score: Raw -138969.601481 + Penalty 2304.816187 = -136664.785294
  nChanged 1
		SP:Iteration 20F (79862.550000 sec): 3 clusters
  Score: Raw -138969.714740 + Penalty 2304.816187 = -136664.898552
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 100 (83073 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79863.200000 sec): 2 clusters
  Score: Raw -10360322.869122 + Penalty 1840.714690 = -10358482.154431
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79864.020000 sec): 3 clusters
  Score: Raw -10306294.676512 + Penalty 3681.429381 = -10302613.247131
  nChanged 39746
		SP:Iteration 1F (79864.730000 sec): 3 clusters
  Score: Raw -10329284.676076 + Penalty 3681.429381 = -10325603.246695
  nChanged 2781
		SP:Iteration 2Q (79865.440000 sec): 3 clusters
  Score: Raw -10329955.359989 + Penalty 3681.429381 = -10326273.930609
  nChanged 2850
		SP:Iteration 3Q (79866.170000 sec): 3 clusters
  Score: Raw -10330696.601036 + Penalty 3681.429381 = -10327015.171655
  nChanged 2935
		SP:Iteration 4Q (79866.890000 sec): 3 clusters
  Score: Raw -10331519.056082 + Penalty 3681.429381 = -10327837.626701
  nChanged 3104
		SP:Iteration 5Q (79867.600000 sec): 3 clusters
  Score: Raw -10332455.040325 + Penalty 3681.429381 = -10328773.610944
  nChanged 3229
		SP:Iteration 6Q (79868.310000 sec): 3 clusters
  Score: Raw -10333489.272008 + Penalty 3681.429381 = -10329807.842627
  nChanged 3272
		SP:Iteration 7Q (79869.040000 sec): 3 clusters
  Score: Raw -10334618.371493 + Penalty 3681.429381 = -10330936.942112
  nChanged 3327
		SP:Iteration 8Q (79869.750000 sec): 3 clusters
  Score: Raw -10335847.756660 + Penalty 3681.429381 = -10332166.327279
  nChanged 3285
		SP:Iteration 9Q (79870.490000 sec): 3 clusters
  Score: Raw -10337156.332977 + Penalty 3681.429381 = -10333474.903596
  nChanged 3369
		SP:Iteration 10Q (79871.200000 sec): 3 clusters
  Score: Raw -10338704.538181 + Penalty 3681.429381 = -10335023.108800
  nChanged 3447
		SP:Iteration 11Q (79871.930000 sec): 3 clusters
  Score: Raw -10340564.798639 + Penalty 3681.429381 = -10336883.369258
  nChanged 3863
		SP:Iteration 12Q (79872.630000 sec): 3 clusters
  Score: Raw -10343010.544142 + Penalty 3681.429381 = -10339329.114761
  nChanged 4348
		SP:Iteration 13F (79873.350000 sec): 3 clusters
  Score: Raw -10346062.918342 + Penalty 3681.429381 = -10342381.488961
  nChanged 4612
		SP:Iteration 14F (79874.080000 sec): 3 clusters
  Score: Raw -10349540.289434 + Penalty 3681.429381 = -10345858.860053
  nChanged 4452
		SP:Iteration 15F (79874.810000 sec): 3 clusters
  Score: Raw -10352942.764132 + Penalty 3681.429381 = -10349261.334751
  nChanged 3758
		SP:Iteration 16Q (79875.500000 sec): 3 clusters
  Score: Raw -10355745.738216 + Penalty 3681.429381 = -10352064.308835
  nChanged 3086
		SP:Iteration 17Q (79876.200000 sec): 3 clusters
  Score: Raw -10357714.960700 + Penalty 3681.429381 = -10354033.531319
  nChanged 2243
		SP:Iteration 18Q (79876.850000 sec): 3 clusters
  Score: Raw -10358937.707485 + Penalty 3681.429381 = -10355256.278104
  nChanged 1664
		SP:Iteration 19Q (79877.540000 sec): 3 clusters
  Score: Raw -10359692.456294 + Penalty 3681.429381 = -10356011.026913
  nChanged 1185
		SP:Iteration 20F (79878.290000 sec): 3 clusters
  Score: Raw -10360138.616669 + Penalty 3681.429381 = -10356457.187288
  nChanged 890
		SP:Iteration 21Q (79878.970000 sec): 3 clusters
  Score: Raw -10360434.030708 + Penalty 3681.429381 = -10356752.601327
  nChanged 646
		SP:Iteration 22Q (79879.610000 sec): 3 clusters
  Score: Raw -10360628.430996 + Penalty 3681.429381 = -10356947.001615
  nChanged 486
		SP:Iteration 23Q (79880.240000 sec): 3 clusters
  Score: Raw -10360768.975637 + Penalty 3681.429381 = -10357087.546256
  nChanged 393
		SP:Iteration 24Q (79880.920000 sec): 3 clusters
  Score: Raw -10360874.928351 + Penalty 3681.429381 = -10357193.498970
  nChanged 313
		SP:Iteration 25Q (79881.540000 sec): 3 clusters
  Score: Raw -10360948.185165 + Penalty 3681.429381 = -10357266.755784
  nChanged 222
		SP:Iteration 26Q (79882.220000 sec): 3 clusters
  Score: Raw -10360996.676121 + Penalty 3681.429381 = -10357315.246740
  nChanged 190
		SP:Iteration 27Q (79882.870000 sec): 3 clusters
  Score: Raw -10361037.902742 + Penalty 3681.429381 = -10357356.473362
  nChanged 149
		SP:Iteration 28Q (79883.500000 sec): 3 clusters
  Score: Raw -10361065.544753 + Penalty 3681.429381 = -10357384.115373
  nChanged 119
		SP:Iteration 29Q (79884.170000 sec): 3 clusters
  Score: Raw -10361087.067181 + Penalty 3681.429381 = -10357405.637800
  nChanged 101
		SP:Iteration 30Q (79884.800000 sec): 3 clusters
  Score: Raw -10361106.334519 + Penalty 3681.429381 = -10357424.905138
  nChanged 99
		SP:Iteration 31Q (79885.430000 sec): 3 clusters
  Score: Raw -10361124.374253 + Penalty 3681.429381 = -10357442.944872
  nChanged 77
		SP:Iteration 32Q (79886.110000 sec): 3 clusters
  Score: Raw -10361138.047820 + Penalty 3681.429381 = -10357456.618440
  nChanged 74
		SP:Iteration 33Q (79886.730000 sec): 3 clusters
  Score: Raw -10361148.479836 + Penalty 3681.429381 = -10357467.050455
  nChanged 52
		SP:Iteration 34Q (79887.350000 sec): 3 clusters
  Score: Raw -10361155.267616 + Penalty 3681.429381 = -10357473.838235
  nChanged 34
		SP:Iteration 35Q (79888.040000 sec): 3 clusters
  Score: Raw -10361160.219916 + Penalty 3681.429381 = -10357478.790535
  nChanged 28
		SP:Iteration 36Q (79888.690000 sec): 3 clusters
  Score: Raw -10361163.747169 + Penalty 3681.429381 = -10357482.317788
  nChanged 18
		SP:Iteration 37Q (79889.350000 sec): 3 clusters
  Score: Raw -10361165.952391 + Penalty 3681.429381 = -10357484.523010
  nChanged 19
		SP:Iteration 38Q (79890.010000 sec): 3 clusters
  Score: Raw -10361168.343542 + Penalty 3681.429381 = -10357486.914161
  nChanged 14
		SP:Iteration 39Q (79890.630000 sec): 3 clusters
  Score: Raw -10361170.051971 + Penalty 3681.429381 = -10357488.622590
  nChanged 18
		SP:Iteration 40F (79891.380000 sec): 3 clusters
  Score: Raw -10361172.431431 + Penalty 3681.429381 = -10357491.002050
  nChanged 14
		SP:Iteration 41Q (79892.060000 sec): 3 clusters
  Score: Raw -10361174.247173 + Penalty 3681.429381 = -10357492.817792
  nChanged 19
		SP:Iteration 42Q (79892.710000 sec): 3 clusters
  Score: Raw -10361176.310561 + Penalty 3681.429381 = -10357494.881180
  nChanged 20
		SP:Iteration 43Q (79893.380000 sec): 3 clusters
  Score: Raw -10361178.768852 + Penalty 3681.429381 = -10357497.339471
  nChanged 15
		SP:Iteration 44Q (79894.040000 sec): 3 clusters
  Score: Raw -10361180.553642 + Penalty 3681.429381 = -10357499.124261
  nChanged 18
		SP:Iteration 45Q (79894.660000 sec): 3 clusters
  Score: Raw -10361182.760952 + Penalty 3681.429381 = -10357501.331571
  nChanged 9
		SP:Iteration 46Q (79895.340000 sec): 3 clusters
  Score: Raw -10361183.994948 + Penalty 3681.429381 = -10357502.565567
  nChanged 8
		SP:Iteration 47Q (79895.990000 sec): 3 clusters
  Score: Raw -10361184.988872 + Penalty 3681.429381 = -10357503.559491
  nChanged 8
		SP:Iteration 48Q (79896.640000 sec): 3 clusters
  Score: Raw -10361185.799365 + Penalty 3681.429381 = -10357504.369984
  nChanged 3
		SP:Iteration 49Q (79897.280000 sec): 3 clusters
  Score: Raw -10361186.072239 + Penalty 3681.429381 = -10357504.642858
  nChanged 6
		SP:Iteration 50Q (79897.910000 sec): 3 clusters
  Score: Raw -10361186.700851 + Penalty 3681.429381 = -10357505.271470
  nChanged 7
		SP:Iteration 51Q (79898.540000 sec): 3 clusters
  Score: Raw -10361187.441168 + Penalty 3681.429381 = -10357506.011787
  nChanged 4
		SP:Iteration 52Q (79899.210000 sec): 3 clusters
  Score: Raw -10361187.794296 + Penalty 3681.429381 = -10357506.364916
  nChanged 4
		SP:Iteration 53Q (79899.840000 sec): 3 clusters
  Score: Raw -10361188.126627 + Penalty 3681.429381 = -10357506.697246
  nChanged 3
		SP:Iteration 54Q (79900.470000 sec): 3 clusters
  Score: Raw -10361188.371979 + Penalty 3681.429381 = -10357506.942598
  nChanged 3
		SP:Iteration 55Q (79901.140000 sec): 3 clusters
  Score: Raw -10361188.871254 + Penalty 3681.429381 = -10357507.441873
  nChanged 6
		SP:Iteration 56Q (79901.790000 sec): 3 clusters
  Score: Raw -10361189.461317 + Penalty 3681.429381 = -10357508.031936
  nChanged 5
		SP:Iteration 57Q (79902.420000 sec): 3 clusters
  Score: Raw -10361189.886272 + Penalty 3681.429381 = -10357508.456891
  nChanged 2
		SP:Iteration 58Q (79903.090000 sec): 3 clusters
  Score: Raw -10361190.275912 + Penalty 3681.429381 = -10357508.846531
  nChanged 5
		SP:Iteration 59Q (79903.720000 sec): 3 clusters
  Score: Raw -10361190.918921 + Penalty 3681.429381 = -10357509.489540
  nChanged 6
		SP:Iteration 60F (79904.420000 sec): 3 clusters
  Score: Raw -10361191.419098 + Penalty 3681.429381 = -10357509.989717
  nChanged 2
		SP:Iteration 61Q (79905.070000 sec): 3 clusters
  Score: Raw -10361191.580878 + Penalty 3681.429381 = -10357510.151497
  nChanged 3
		SP:Iteration 62Q (79905.700000 sec): 3 clusters
  Score: Raw -10361191.876840 + Penalty 3681.429381 = -10357510.447459
  nChanged 1
		SP:Iteration 63Q (79906.370000 sec): 3 clusters
  Score: Raw -10361191.995904 + Penalty 3681.429381 = -10357510.566523
  nChanged 2
		SP:Iteration 64Q (79907.000000 sec): 3 clusters
  Score: Raw -10361192.178426 + Penalty 3681.429381 = -10357510.749045
  nChanged 1
		SP:Iteration 65Q (79907.620000 sec): 3 clusters
  Score: Raw -10361192.272889 + Penalty 3681.429381 = -10357510.843508
  nChanged 2
		SP:Iteration 66Q (79908.290000 sec): 3 clusters
  Score: Raw -10361192.513705 + Penalty 3681.429381 = -10357511.084324
  nChanged 2
		SP:Iteration 67Q (79908.920000 sec): 3 clusters
  Score: Raw -10361192.704913 + Penalty 3681.429381 = -10357511.275532
  nChanged 1
		SP:Iteration 68Q (79909.550000 sec): 3 clusters
  Score: Raw -10361192.809495 + Penalty 3681.429381 = -10357511.380114
  nChanged 2
		SP:Iteration 69Q (79910.220000 sec): 3 clusters
  Score: Raw -10361193.001628 + Penalty 3681.429381 = -10357511.572248
  nChanged 3
		SP:Iteration 70Q (79910.860000 sec): 3 clusters
  Score: Raw -10361193.250418 + Penalty 3681.429381 = -10357511.821037
  nChanged 1
		SP:Iteration 71Q (79911.480000 sec): 3 clusters
  Score: Raw -10361193.300343 + Penalty 3681.429381 = -10357511.870962
  nChanged 0
		SP:Iteration 72F (79912.230000 sec): 3 clusters
  Score: Raw -10361193.300343 + Penalty 3681.429381 = -10357511.870962
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 101 (63983 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79912.610000 sec): 2 clusters
  Score: Raw -7972069.865748 + Penalty 1798.285564 = -7970271.580184
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79913.190000 sec): 3 clusters
  Score: Raw -7930843.852914 + Penalty 3596.571128 = -7927247.281786
  nChanged 30406
		SP:Iteration 1F (79913.780000 sec): 3 clusters
  Score: Raw -7948101.717351 + Penalty 3596.571128 = -7944505.146222
  nChanged 2709
		SP:Iteration 2Q (79914.370000 sec): 3 clusters
  Score: Raw -7949014.677874 + Penalty 3596.571128 = -7945418.106746
  nChanged 3157
		SP:Iteration 3Q (79914.980000 sec): 3 clusters
  Score: Raw -7950266.790467 + Penalty 3596.571128 = -7946670.219339
  nChanged 3458
		SP:Iteration 4F (79915.590000 sec): 3 clusters
  Score: Raw -7951854.397607 + Penalty 3596.571128 = -7948257.826479
  nChanged 3801
		SP:Iteration 5F (79916.190000 sec): 3 clusters
  Score: Raw -7953627.908772 + Penalty 3596.571128 = -7950031.337644
  nChanged 3700
		SP:Iteration 6F (79916.800000 sec): 3 clusters
  Score: Raw -7955274.475019 + Penalty 3596.571128 = -7951677.903891
  nChanged 3233
		SP:Iteration 7F (79917.410000 sec): 3 clusters
  Score: Raw -7956539.538084 + Penalty 3596.571128 = -7952942.966955
  nChanged 2735
		SP:Iteration 8Q (79918.020000 sec): 3 clusters
  Score: Raw -7957497.406008 + Penalty 3596.571128 = -7953900.834880
  nChanged 2318
		SP:Iteration 9Q (79918.610000 sec): 3 clusters
  Score: Raw -7958154.982180 + Penalty 3596.571128 = -7954558.411052
  nChanged 1783
		SP:Iteration 10Q (79919.220000 sec): 3 clusters
  Score: Raw -7958571.710783 + Penalty 3596.571128 = -7954975.139655
  nChanged 1446
		SP:Iteration 11Q (79919.840000 sec): 3 clusters
  Score: Raw -7958899.057252 + Penalty 3596.571128 = -7955302.486124
  nChanged 1283
		SP:Iteration 12Q (79920.460000 sec): 3 clusters
  Score: Raw -7959193.186083 + Penalty 3596.571128 = -7955596.614955
  nChanged 1211
		SP:Iteration 13Q (79921.040000 sec): 3 clusters
  Score: Raw -7959509.870027 + Penalty 3596.571128 = -7955913.298899
  nChanged 1322
		SP:Iteration 14Q (79921.660000 sec): 3 clusters
  Score: Raw -7959936.048728 + Penalty 3596.571128 = -7956339.477600
  nChanged 1600
		SP:Iteration 15Q (79922.270000 sec): 3 clusters
  Score: Raw -7960507.025034 + Penalty 3596.571128 = -7956910.453905
  nChanged 1847
		SP:Iteration 16Q (79922.890000 sec): 3 clusters
  Score: Raw -7961228.364576 + Penalty 3596.571128 = -7957631.793448
  nChanged 2117
		SP:Iteration 17Q (79923.500000 sec): 3 clusters
  Score: Raw -7962076.968113 + Penalty 3596.571128 = -7958480.396985
  nChanged 2428
		SP:Iteration 18Q (79924.110000 sec): 3 clusters
  Score: Raw -7963122.780393 + Penalty 3596.571128 = -7959526.209264
  nChanged 2673
		SP:Iteration 19Q (79924.720000 sec): 3 clusters
  Score: Raw -7964350.956467 + Penalty 3596.571128 = -7960754.385339
  nChanged 2829
		SP:Iteration 20F (79925.330000 sec): 3 clusters
  Score: Raw -7965684.175631 + Penalty 3596.571128 = -7962087.604503
  nChanged 2755
		SP:Iteration 21Q (79925.920000 sec): 3 clusters
  Score: Raw -7966979.926709 + Penalty 3596.571128 = -7963383.355581
  nChanged 2587
		SP:Iteration 22Q (79926.510000 sec): 3 clusters
  Score: Raw -7968216.348106 + Penalty 3596.571128 = -7964619.776978
  nChanged 2387
		SP:Iteration 23Q (79927.040000 sec): 3 clusters
  Score: Raw -7969316.559127 + Penalty 3596.571128 = -7965719.987999
  nChanged 2084
		SP:Iteration 24Q (79927.610000 sec): 3 clusters
  Score: Raw -7970224.783645 + Penalty 3596.571128 = -7966628.212517
  nChanged 1738
		SP:Iteration 25Q (79928.130000 sec): 3 clusters
  Score: Raw -7970962.275218 + Penalty 3596.571128 = -7967365.704089
  nChanged 1384
		SP:Iteration 26Q (79928.700000 sec): 3 clusters
  Score: Raw -7971495.622194 + Penalty 3596.571128 = -7967899.051066
  nChanged 1054
		SP:Iteration 27Q (79929.220000 sec): 3 clusters
  Score: Raw -7971851.718331 + Penalty 3596.571128 = -7968255.147203
  nChanged 820
		SP:Iteration 28Q (79929.780000 sec): 3 clusters
  Score: Raw -7972112.544386 + Penalty 3596.571128 = -7968515.973258
  nChanged 646
		SP:Iteration 29Q (79930.300000 sec): 3 clusters
  Score: Raw -7972304.523294 + Penalty 3596.571128 = -7968707.952166
  nChanged 494
		SP:Iteration 30Q (79930.810000 sec): 3 clusters
  Score: Raw -7972437.809581 + Penalty 3596.571128 = -7968841.238453
  nChanged 385
		SP:Iteration 31Q (79931.370000 sec): 3 clusters
  Score: Raw -7972530.604045 + Penalty 3596.571128 = -7968934.032916
  nChanged 286
		SP:Iteration 32Q (79931.880000 sec): 3 clusters
  Score: Raw -7972597.588650 + Penalty 3596.571128 = -7969001.017521
  nChanged 216
		SP:Iteration 33Q (79932.390000 sec): 3 clusters
  Score: Raw -7972640.886542 + Penalty 3596.571128 = -7969044.315413
  nChanged 155
		SP:Iteration 34Q (79932.950000 sec): 3 clusters
  Score: Raw -7972670.888536 + Penalty 3596.571128 = -7969074.317408
  nChanged 139
		SP:Iteration 35Q (79933.470000 sec): 3 clusters
  Score: Raw -7972697.782911 + Penalty 3596.571128 = -7969101.211782
  nChanged 119
		SP:Iteration 36Q (79934.030000 sec): 3 clusters
  Score: Raw -7972719.381203 + Penalty 3596.571128 = -7969122.810075
  nChanged 100
		SP:Iteration 37Q (79934.570000 sec): 3 clusters
  Score: Raw -7972740.187715 + Penalty 3596.571128 = -7969143.616587
  nChanged 92
		SP:Iteration 38Q (79935.080000 sec): 3 clusters
  Score: Raw -7972758.894798 + Penalty 3596.571128 = -7969162.323669
  nChanged 93
		SP:Iteration 39Q (79935.650000 sec): 3 clusters
  Score: Raw -7972775.727623 + Penalty 3596.571128 = -7969179.156494
  nChanged 78
		SP:Iteration 40F (79936.210000 sec): 3 clusters
  Score: Raw -7972790.052059 + Penalty 3596.571128 = -7969193.480931
  nChanged 63
		SP:Iteration 41Q (79936.770000 sec): 3 clusters
  Score: Raw -7972801.086178 + Penalty 3596.571128 = -7969204.515049
  nChanged 58
		SP:Iteration 42Q (79937.280000 sec): 3 clusters
  Score: Raw -7972809.655520 + Penalty 3596.571128 = -7969213.084392
  nChanged 52
		SP:Iteration 43Q (79937.840000 sec): 3 clusters
  Score: Raw -7972819.492458 + Penalty 3596.571128 = -7969222.921330
  nChanged 53
		SP:Iteration 44Q (79938.350000 sec): 3 clusters
  Score: Raw -7972828.983818 + Penalty 3596.571128 = -7969232.412690
  nChanged 37
		SP:Iteration 45Q (79938.870000 sec): 3 clusters
  Score: Raw -7972834.637547 + Penalty 3596.571128 = -7969238.066418
  nChanged 31
		SP:Iteration 46Q (79939.430000 sec): 3 clusters
  Score: Raw -7972839.170320 + Penalty 3596.571128 = -7969242.599192
  nChanged 26
		SP:Iteration 47Q (79939.940000 sec): 3 clusters
  Score: Raw -7972842.860320 + Penalty 3596.571128 = -7969246.289191
  nChanged 27
		SP:Iteration 48Q (79940.460000 sec): 3 clusters
  Score: Raw -7972846.466057 + Penalty 3596.571128 = -7969249.894929
  nChanged 22
		SP:Iteration 49Q (79941.020000 sec): 3 clusters
  Score: Raw -7972849.044595 + Penalty 3596.571128 = -7969252.473467
  nChanged 18
		SP:Iteration 50Q (79941.530000 sec): 3 clusters
  Score: Raw -7972850.956866 + Penalty 3596.571128 = -7969254.385738
  nChanged 13
		SP:Iteration 51Q (79942.050000 sec): 3 clusters
  Score: Raw -7972852.153465 + Penalty 3596.571128 = -7969255.582337
  nChanged 10
		SP:Iteration 52Q (79942.610000 sec): 3 clusters
  Score: Raw -7972853.438037 + Penalty 3596.571128 = -7969256.866909
  nChanged 9
		SP:Iteration 53Q (79943.120000 sec): 3 clusters
  Score: Raw -7972854.468163 + Penalty 3596.571128 = -7969257.897035
  nChanged 9
		SP:Iteration 54Q (79943.630000 sec): 3 clusters
  Score: Raw -7972855.522257 + Penalty 3596.571128 = -7969258.951128
  nChanged 6
		SP:Iteration 55Q (79944.190000 sec): 3 clusters
  Score: Raw -7972856.108644 + Penalty 3596.571128 = -7969259.537516
  nChanged 5
		SP:Iteration 56Q (79944.710000 sec): 3 clusters
  Score: Raw -7972856.578739 + Penalty 3596.571128 = -7969260.007611
  nChanged 3
		SP:Iteration 57Q (79945.270000 sec): 3 clusters
  Score: Raw -7972856.882269 + Penalty 3596.571128 = -7969260.311141
  nChanged 4
		SP:Iteration 58Q (79945.810000 sec): 3 clusters
  Score: Raw -7972857.315548 + Penalty 3596.571128 = -7969260.744420
  nChanged 1
		SP:Iteration 59Q (79946.320000 sec): 3 clusters
  Score: Raw -7972857.392165 + Penalty 3596.571128 = -7969260.821037
  nChanged 0
		SP:Iteration 60F (79946.930000 sec): 3 clusters
  Score: Raw -7972857.392165 + Penalty 3596.571128 = -7969260.821037
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 102 (5945 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79946.990000 sec): 2 clusters
  Score: Raw -704265.916793 + Penalty 1412.174694 = -702853.742099
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79947.120000 sec): 3 clusters
  Score: Raw -701110.010987 + Penalty 2824.349388 = -698285.661599
  nChanged 2489
		SP:Iteration 1F (79947.220000 sec): 3 clusters
  Score: Raw -702462.007771 + Penalty 2824.349388 = -699637.658383
  nChanged 427
		SP:Iteration 2F (79947.310000 sec): 3 clusters
  Score: Raw -702704.952121 + Penalty 2824.349388 = -699880.602733
  nChanged 356
		SP:Iteration 3F (79947.410000 sec): 3 clusters
  Score: Raw -702928.271021 + Penalty 2824.349388 = -700103.921633
  nChanged 314
		SP:Iteration 4F (79947.510000 sec): 3 clusters
  Score: Raw -703141.322334 + Penalty 2824.349388 = -700316.972946
  nChanged 341
		SP:Iteration 5F (79947.610000 sec): 3 clusters
  Score: Raw -703375.226881 + Penalty 2824.349388 = -700550.877493
  nChanged 303
		SP:Iteration 6F (79947.710000 sec): 3 clusters
  Score: Raw -703581.769619 + Penalty 2824.349388 = -700757.420231
  nChanged 289
		SP:Iteration 7Q (79947.810000 sec): 3 clusters
  Score: Raw -703801.538856 + Penalty 2824.349388 = -700977.189468
  nChanged 274
		SP:Iteration 8Q (79947.900000 sec): 3 clusters
  Score: Raw -704028.696678 + Penalty 2824.349388 = -701204.347290
  nChanged 264
		SP:Iteration 9Q (79948.000000 sec): 3 clusters
  Score: Raw -704237.455550 + Penalty 2824.349388 = -701413.106162
  nChanged 211
		SP:Iteration 10Q (79948.090000 sec): 3 clusters
  Score: Raw -704370.410033 + Penalty 2824.349388 = -701546.060646
  nChanged 164
		SP:Iteration 11Q (79948.190000 sec): 3 clusters
  Score: Raw -704472.782235 + Penalty 2824.349388 = -701648.432847
  nChanged 127
		SP:Iteration 12Q (79948.290000 sec): 3 clusters
  Score: Raw -704542.074657 + Penalty 2824.349388 = -701717.725269
  nChanged 96
		SP:Iteration 13Q (79948.380000 sec): 3 clusters
  Score: Raw -704577.175654 + Penalty 2824.349388 = -701752.826266
  nChanged 53
		SP:Iteration 14Q (79948.480000 sec): 3 clusters
  Score: Raw -704594.178819 + Penalty 2824.349388 = -701769.829431
  nChanged 46
		SP:Iteration 15Q (79948.570000 sec): 3 clusters
  Score: Raw -704606.570215 + Penalty 2824.349388 = -701782.220827
  nChanged 33
		SP:Iteration 16Q (79948.670000 sec): 3 clusters
  Score: Raw -704614.561514 + Penalty 2824.349388 = -701790.212126
  nChanged 26
		SP:Iteration 17Q (79948.760000 sec): 3 clusters
  Score: Raw -704619.186177 + Penalty 2824.349388 = -701794.836789
  nChanged 17
		SP:Iteration 18Q (79948.860000 sec): 3 clusters
  Score: Raw -704622.091014 + Penalty 2824.349388 = -701797.741626
  nChanged 15
		SP:Iteration 19Q (79948.950000 sec): 3 clusters
  Score: Raw -704624.812415 + Penalty 2824.349388 = -701800.463027
  nChanged 12
		SP:Iteration 20F (79949.050000 sec): 3 clusters
  Score: Raw -704626.405755 + Penalty 2824.349388 = -701802.056367
  nChanged 3
		SP:Iteration 21Q (79949.150000 sec): 3 clusters
  Score: Raw -704627.180544 + Penalty 2824.349388 = -701802.831156
  nChanged 6
		SP:Iteration 22Q (79949.240000 sec): 3 clusters
  Score: Raw -704628.184741 + Penalty 2824.349388 = -701803.835353
  nChanged 7
		SP:Iteration 23Q (79949.330000 sec): 3 clusters
  Score: Raw -704629.260210 + Penalty 2824.349388 = -701804.910822
  nChanged 7
		SP:Iteration 24Q (79949.430000 sec): 3 clusters
  Score: Raw -704630.350616 + Penalty 2824.349388 = -701806.001228
  nChanged 4
		SP:Iteration 25Q (79949.530000 sec): 3 clusters
  Score: Raw -704631.088076 + Penalty 2824.349388 = -701806.738688
  nChanged 2
		SP:Iteration 26Q (79949.620000 sec): 3 clusters
  Score: Raw -704631.411769 + Penalty 2824.349388 = -701807.062381
  nChanged 0
		SP:Iteration 27F (79949.720000 sec): 3 clusters
  Score: Raw -704631.411769 + Penalty 2824.349388 = -701807.062381
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 103 (3388 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79949.790000 sec): 2 clusters
  Score: Raw -381579.200787 + Penalty 1320.799197 = -380258.401590
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79949.850000 sec): 3 clusters
  Score: Raw -379944.528851 + Penalty 2641.598393 = -377302.930458
  nChanged 1277
		SP:Iteration 1F (79949.910000 sec): 3 clusters
  Score: Raw -380740.164193 + Penalty 2641.598393 = -378098.565800
  nChanged 309
		SP:Iteration 2F (79949.980000 sec): 3 clusters
  Score: Raw -380960.494947 + Penalty 2641.598393 = -378318.896554
  nChanged 233
		SP:Iteration 3F (79950.040000 sec): 3 clusters
  Score: Raw -381117.441814 + Penalty 2641.598393 = -378475.843421
  nChanged 170
		SP:Iteration 4F (79950.100000 sec): 3 clusters
  Score: Raw -381224.775530 + Penalty 2641.598393 = -378583.177137
  nChanged 135
		SP:Iteration 5Q (79950.160000 sec): 3 clusters
  Score: Raw -381307.394305 + Penalty 2641.598393 = -378665.795912
  nChanged 122
		SP:Iteration 6Q (79950.220000 sec): 3 clusters
  Score: Raw -381391.033049 + Penalty 2641.598393 = -378749.434656
  nChanged 134
		SP:Iteration 7Q (79950.290000 sec): 3 clusters
  Score: Raw -381491.863531 + Penalty 2641.598393 = -378850.265138
  nChanged 133
		SP:Iteration 8Q (79950.350000 sec): 3 clusters
  Score: Raw -381585.043905 + Penalty 2641.598393 = -378943.445512
  nChanged 125
		SP:Iteration 9Q (79950.410000 sec): 3 clusters
  Score: Raw -381677.706666 + Penalty 2641.598393 = -379036.108273
  nChanged 110
		SP:Iteration 10Q (79950.470000 sec): 3 clusters
  Score: Raw -381752.688853 + Penalty 2641.598393 = -379111.090460
  nChanged 86
		SP:Iteration 11Q (79950.530000 sec): 3 clusters
  Score: Raw -381815.867010 + Penalty 2641.598393 = -379174.268617
  nChanged 77
		SP:Iteration 12Q (79950.590000 sec): 3 clusters
  Score: Raw -381869.072098 + Penalty 2641.598393 = -379227.473704
  nChanged 60
		SP:Iteration 13Q (79950.650000 sec): 3 clusters
  Score: Raw -381913.661421 + Penalty 2641.598393 = -379272.063028
  nChanged 59
		SP:Iteration 14Q (79950.720000 sec): 3 clusters
  Score: Raw -381955.835397 + Penalty 2641.598393 = -379314.237004
  nChanged 53
		SP:Iteration 15Q (79950.780000 sec): 3 clusters
  Score: Raw -382002.918035 + Penalty 2641.598393 = -379361.319642
  nChanged 56
		SP:Iteration 16Q (79950.840000 sec): 3 clusters
  Score: Raw -382044.863245 + Penalty 2641.598393 = -379403.264852
  nChanged 43
		SP:Iteration 17Q (79950.900000 sec): 3 clusters
  Score: Raw -382075.593964 + Penalty 2641.598393 = -379433.995571
  nChanged 34
		SP:Iteration 18Q (79950.960000 sec): 3 clusters
  Score: Raw -382097.691679 + Penalty 2641.598393 = -379456.093286
  nChanged 30
		SP:Iteration 19Q (79951.020000 sec): 3 clusters
  Score: Raw -382114.562945 + Penalty 2641.598393 = -379472.964552
  nChanged 22
		SP:Iteration 20F (79951.090000 sec): 3 clusters
  Score: Raw -382131.675111 + Penalty 2641.598393 = -379490.076718
  nChanged 17
		SP:Iteration 21Q (79951.150000 sec): 3 clusters
  Score: Raw -382138.530135 + Penalty 2641.598393 = -379496.931742
  nChanged 6
		SP:Iteration 22Q (79951.210000 sec): 3 clusters
  Score: Raw -382142.129133 + Penalty 2641.598393 = -379500.530740
  nChanged 8
		SP:Iteration 23Q (79951.270000 sec): 3 clusters
  Score: Raw -382147.570012 + Penalty 2641.598393 = -379505.971619
  nChanged 9
		SP:Iteration 24Q (79951.330000 sec): 3 clusters
  Score: Raw -382151.997846 + Penalty 2641.598393 = -379510.399453
  nChanged 4
		SP:Iteration 25Q (79951.390000 sec): 3 clusters
  Score: Raw -382154.678292 + Penalty 2641.598393 = -379513.079899
  nChanged 11
		SP:Iteration 26Q (79951.450000 sec): 3 clusters
  Score: Raw -382159.725668 + Penalty 2641.598393 = -379518.127275
  nChanged 5
		SP:Iteration 27Q (79951.510000 sec): 3 clusters
  Score: Raw -382163.372558 + Penalty 2641.598393 = -379521.774165
  nChanged 4
		SP:Iteration 28Q (79951.570000 sec): 3 clusters
  Score: Raw -382166.081379 + Penalty 2641.598393 = -379524.482986
  nChanged 6
		SP:Iteration 29Q (79951.630000 sec): 3 clusters
  Score: Raw -382168.967452 + Penalty 2641.598393 = -379527.369059
  nChanged 5
		SP:Iteration 30Q (79951.690000 sec): 3 clusters
  Score: Raw -382171.379967 + Penalty 2641.598393 = -379529.781574
  nChanged 5
		SP:Iteration 31Q (79951.750000 sec): 3 clusters
  Score: Raw -382174.150898 + Penalty 2641.598393 = -379532.552505
  nChanged 4
		SP:Iteration 32Q (79951.810000 sec): 3 clusters
  Score: Raw -382176.082666 + Penalty 2641.598393 = -379534.484273
  nChanged 3
		SP:Iteration 33Q (79951.880000 sec): 3 clusters
  Score: Raw -382177.460222 + Penalty 2641.598393 = -379535.861829
  nChanged 1
		SP:Iteration 34Q (79951.940000 sec): 3 clusters
  Score: Raw -382178.224347 + Penalty 2641.598393 = -379536.625954
  nChanged 1
		SP:Iteration 35Q (79952.000000 sec): 3 clusters
  Score: Raw -382179.135614 + Penalty 2641.598393 = -379537.537221
  nChanged 1
		SP:Iteration 36Q (79952.060000 sec): 3 clusters
  Score: Raw -382179.616798 + Penalty 2641.598393 = -379538.018405
  nChanged 2
		SP:Iteration 37Q (79952.120000 sec): 3 clusters
  Score: Raw -382180.671956 + Penalty 2641.598393 = -379539.073563
  nChanged 2
		SP:Iteration 38Q (79952.180000 sec): 3 clusters
  Score: Raw -382181.423197 + Penalty 2641.598393 = -379539.824804
  nChanged 1
		SP:Iteration 39Q (79952.240000 sec): 3 clusters
  Score: Raw -382181.852392 + Penalty 2641.598393 = -379540.253999
  nChanged 0
		SP:Iteration 40F (79952.300000 sec): 3 clusters
  Score: Raw -382181.852392 + Penalty 2641.598393 = -379540.253999
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 104 (5299 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79952.380000 sec): 2 clusters
  Score: Raw -631542.481157 + Penalty 1393.481928 = -630148.999229
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79952.490000 sec): 3 clusters
  Score: Raw -628804.756969 + Penalty 2786.963856 = -626017.793113
  nChanged 2158
		SP:Iteration 1F (79952.580000 sec): 3 clusters
  Score: Raw -630004.231561 + Penalty 2786.963856 = -627217.267705
  nChanged 362
		SP:Iteration 2F (79952.680000 sec): 3 clusters
  Score: Raw -630239.810285 + Penalty 2786.963856 = -627452.846429
  nChanged 324
		SP:Iteration 3F (79952.780000 sec): 3 clusters
  Score: Raw -630494.491523 + Penalty 2786.963856 = -627707.527668
  nChanged 303
		SP:Iteration 4F (79952.870000 sec): 3 clusters
  Score: Raw -630808.544868 + Penalty 2786.963856 = -628021.581012
  nChanged 346
		SP:Iteration 5F (79952.970000 sec): 3 clusters
  Score: Raw -631133.042988 + Penalty 2786.963856 = -628346.079132
  nChanged 304
		SP:Iteration 6F (79953.070000 sec): 3 clusters
  Score: Raw -631405.709827 + Penalty 2786.963856 = -628618.745972
  nChanged 302
		SP:Iteration 7F (79953.170000 sec): 3 clusters
  Score: Raw -631638.294014 + Penalty 2786.963856 = -628851.330159
  nChanged 224
		SP:Iteration 8Q (79953.260000 sec): 3 clusters
  Score: Raw -631809.464739 + Penalty 2786.963856 = -629022.500883
  nChanged 203
		SP:Iteration 9Q (79953.360000 sec): 3 clusters
  Score: Raw -631959.633813 + Penalty 2786.963856 = -629172.669957
  nChanged 167
		SP:Iteration 10Q (79953.460000 sec): 3 clusters
  Score: Raw -632067.495058 + Penalty 2786.963856 = -629280.531202
  nChanged 140
		SP:Iteration 11Q (79953.550000 sec): 3 clusters
  Score: Raw -632147.434823 + Penalty 2786.963856 = -629360.470967
  nChanged 114
		SP:Iteration 12Q (79953.650000 sec): 3 clusters
  Score: Raw -632211.842907 + Penalty 2786.963856 = -629424.879052
  nChanged 98
		SP:Iteration 13Q (79953.740000 sec): 3 clusters
  Score: Raw -632277.411626 + Penalty 2786.963856 = -629490.447770
  nChanged 92
		SP:Iteration 14Q (79953.830000 sec): 3 clusters
  Score: Raw -632339.157029 + Penalty 2786.963856 = -629552.193173
  nChanged 89
		SP:Iteration 15Q (79953.930000 sec): 3 clusters
  Score: Raw -632387.226421 + Penalty 2786.963856 = -629600.262565
  nChanged 70
		SP:Iteration 16Q (79954.020000 sec): 3 clusters
  Score: Raw -632418.228508 + Penalty 2786.963856 = -629631.264652
  nChanged 46
		SP:Iteration 17Q (79954.110000 sec): 3 clusters
  Score: Raw -632435.201946 + Penalty 2786.963856 = -629648.238090
  nChanged 38
		SP:Iteration 18Q (79954.210000 sec): 3 clusters
  Score: Raw -632448.862256 + Penalty 2786.963856 = -629661.898400
  nChanged 36
		SP:Iteration 19Q (79954.300000 sec): 3 clusters
  Score: Raw -632460.559166 + Penalty 2786.963856 = -629673.595311
  nChanged 27
		SP:Iteration 20F (79954.390000 sec): 3 clusters
  Score: Raw -632469.804386 + Penalty 2786.963856 = -629682.840530
  nChanged 25
		SP:Iteration 21Q (79954.490000 sec): 3 clusters
  Score: Raw -632478.348007 + Penalty 2786.963856 = -629691.384151
  nChanged 22
		SP:Iteration 22Q (79954.580000 sec): 3 clusters
  Score: Raw -632483.648855 + Penalty 2786.963856 = -629696.684999
  nChanged 15
		SP:Iteration 23Q (79954.670000 sec): 3 clusters
  Score: Raw -632486.894776 + Penalty 2786.963856 = -629699.930920
  nChanged 9
		SP:Iteration 24Q (79954.770000 sec): 3 clusters
  Score: Raw -632488.583269 + Penalty 2786.963856 = -629701.619414
  nChanged 5
		SP:Iteration 25Q (79954.860000 sec): 3 clusters
  Score: Raw -632489.747445 + Penalty 2786.963856 = -629702.783589
  nChanged 4
		SP:Iteration 26Q (79954.950000 sec): 3 clusters
  Score: Raw -632490.528444 + Penalty 2786.963856 = -629703.564589
  nChanged 7
		SP:Iteration 27Q (79955.040000 sec): 3 clusters
  Score: Raw -632492.481616 + Penalty 2786.963856 = -629705.517760
  nChanged 6
		SP:Iteration 28Q (79955.140000 sec): 3 clusters
  Score: Raw -632493.745508 + Penalty 2786.963856 = -629706.781652
  nChanged 6
		SP:Iteration 29Q (79955.230000 sec): 3 clusters
  Score: Raw -632495.091429 + Penalty 2786.963856 = -629708.127573
  nChanged 6
		SP:Iteration 30Q (79955.320000 sec): 3 clusters
  Score: Raw -632496.387433 + Penalty 2786.963856 = -629709.423577
  nChanged 4
		SP:Iteration 31Q (79955.410000 sec): 3 clusters
  Score: Raw -632497.240798 + Penalty 2786.963856 = -629710.276943
  nChanged 2
		SP:Iteration 32Q (79955.510000 sec): 3 clusters
  Score: Raw -632497.754129 + Penalty 2786.963856 = -629710.790273
  nChanged 1
		SP:Iteration 33Q (79955.600000 sec): 3 clusters
  Score: Raw -632497.971881 + Penalty 2786.963856 = -629711.008025
  nChanged 1
		SP:Iteration 34Q (79955.690000 sec): 3 clusters
  Score: Raw -632498.093895 + Penalty 2786.963856 = -629711.130039
  nChanged 1
		SP:Iteration 35Q (79955.790000 sec): 3 clusters
  Score: Raw -632498.197526 + Penalty 2786.963856 = -629711.233670
  nChanged 0
		SP:Iteration 36F (79955.880000 sec): 3 clusters
  Score: Raw -632498.197526 + Penalty 2786.963856 = -629711.233670
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 105 (2567 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79955.950000 sec): 2 clusters
  Score: Raw -303233.935248 + Penalty 1275.705142 = -301958.230106
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79956.000000 sec): 3 clusters
  Score: Raw -302044.036917 + Penalty 2551.410284 = -299492.626633
  nChanged 934
		SP:Iteration 1F (79956.040000 sec): 3 clusters
  Score: Raw -302613.381721 + Penalty 2551.410284 = -300061.971437
  nChanged 217
		SP:Iteration 2F (79956.090000 sec): 3 clusters
  Score: Raw -302774.983813 + Penalty 2551.410284 = -300223.573529
  nChanged 162
		SP:Iteration 3F (79956.140000 sec): 3 clusters
  Score: Raw -302899.661666 + Penalty 2551.410284 = -300348.251383
  nChanged 121
		SP:Iteration 4Q (79956.180000 sec): 3 clusters
  Score: Raw -302985.060131 + Penalty 2551.410284 = -300433.649848
  nChanged 102
		SP:Iteration 5Q (79956.230000 sec): 3 clusters
  Score: Raw -303074.870305 + Penalty 2551.410284 = -300523.460022
  nChanged 101
		SP:Iteration 6Q (79956.280000 sec): 3 clusters
  Score: Raw -303157.776472 + Penalty 2551.410284 = -300606.366188
  nChanged 89
		SP:Iteration 7Q (79956.330000 sec): 3 clusters
  Score: Raw -303225.516734 + Penalty 2551.410284 = -300674.106450
  nChanged 70
		SP:Iteration 8Q (79956.370000 sec): 3 clusters
  Score: Raw -303272.418280 + Penalty 2551.410284 = -300721.007996
  nChanged 60
		SP:Iteration 9Q (79956.420000 sec): 3 clusters
  Score: Raw -303316.760684 + Penalty 2551.410284 = -300765.350401
  nChanged 63
		SP:Iteration 10Q (79956.470000 sec): 3 clusters
  Score: Raw -303350.446020 + Penalty 2551.410284 = -300799.035736
  nChanged 53
		SP:Iteration 11Q (79956.520000 sec): 3 clusters
  Score: Raw -303377.396880 + Penalty 2551.410284 = -300825.986596
  nChanged 40
		SP:Iteration 12Q (79956.560000 sec): 3 clusters
  Score: Raw -303401.779816 + Penalty 2551.410284 = -300850.369532
  nChanged 40
		SP:Iteration 13Q (79956.610000 sec): 3 clusters
  Score: Raw -303422.782808 + Penalty 2551.410284 = -300871.372525
  nChanged 26
		SP:Iteration 14Q (79956.660000 sec): 3 clusters
  Score: Raw -303434.512957 + Penalty 2551.410284 = -300883.102674
  nChanged 20
		SP:Iteration 15Q (79956.700000 sec): 3 clusters
  Score: Raw -303442.547236 + Penalty 2551.410284 = -300891.136952
  nChanged 19
		SP:Iteration 16Q (79956.750000 sec): 3 clusters
  Score: Raw -303452.418252 + Penalty 2551.410284 = -300901.007968
  nChanged 18
		SP:Iteration 17Q (79956.800000 sec): 3 clusters
  Score: Raw -303463.711121 + Penalty 2551.410284 = -300912.300837
  nChanged 21
		SP:Iteration 18Q (79956.840000 sec): 3 clusters
  Score: Raw -303474.629702 + Penalty 2551.410284 = -300923.219419
  nChanged 24
		SP:Iteration 19Q (79956.890000 sec): 3 clusters
  Score: Raw -303489.947946 + Penalty 2551.410284 = -300938.537662
  nChanged 21
		SP:Iteration 20F (79956.940000 sec): 3 clusters
  Score: Raw -303504.576059 + Penalty 2551.410284 = -300953.165775
  nChanged 25
		SP:Iteration 21Q (79956.980000 sec): 3 clusters
  Score: Raw -303517.622811 + Penalty 2551.410284 = -300966.212527
  nChanged 20
		SP:Iteration 22Q (79957.030000 sec): 3 clusters
  Score: Raw -303528.377042 + Penalty 2551.410284 = -300976.966759
  nChanged 14
		SP:Iteration 23Q (79957.080000 sec): 3 clusters
  Score: Raw -303533.245299 + Penalty 2551.410284 = -300981.835015
  nChanged 11
		SP:Iteration 24Q (79957.120000 sec): 3 clusters
  Score: Raw -303536.973178 + Penalty 2551.410284 = -300985.562894
  nChanged 9
		SP:Iteration 25Q (79957.170000 sec): 3 clusters
  Score: Raw -303541.826176 + Penalty 2551.410284 = -300990.415892
  nChanged 12
		SP:Iteration 26Q (79957.220000 sec): 3 clusters
  Score: Raw -303545.848891 + Penalty 2551.410284 = -300994.438607
  nChanged 11
		SP:Iteration 27Q (79957.260000 sec): 3 clusters
  Score: Raw -303550.743311 + Penalty 2551.410284 = -300999.333027
  nChanged 15
		SP:Iteration 28Q (79957.310000 sec): 3 clusters
  Score: Raw -303556.618344 + Penalty 2551.410284 = -301005.208060
  nChanged 10
		SP:Iteration 29Q (79957.360000 sec): 3 clusters
  Score: Raw -303561.377107 + Penalty 2551.410284 = -301009.966823
  nChanged 14
		SP:Iteration 30Q (79957.400000 sec): 3 clusters
  Score: Raw -303567.082534 + Penalty 2551.410284 = -301015.672250
  nChanged 16
		SP:Iteration 31Q (79957.450000 sec): 3 clusters
  Score: Raw -303575.191498 + Penalty 2551.410284 = -301023.781214
  nChanged 19
		SP:Iteration 32Q (79957.500000 sec): 3 clusters
  Score: Raw -303584.070310 + Penalty 2551.410284 = -301032.660026
  nChanged 16
		SP:Iteration 33Q (79957.550000 sec): 3 clusters
  Score: Raw -303591.251126 + Penalty 2551.410284 = -301039.840842
  nChanged 15
		SP:Iteration 34Q (79957.590000 sec): 3 clusters
  Score: Raw -303599.427791 + Penalty 2551.410284 = -301048.017507
  nChanged 21
		SP:Iteration 35Q (79957.640000 sec): 3 clusters
  Score: Raw -303611.344467 + Penalty 2551.410284 = -301059.934184
  nChanged 26
		SP:Iteration 36Q (79957.690000 sec): 3 clusters
  Score: Raw -303633.004592 + Penalty 2551.410284 = -301081.594308
  nChanged 30
		SP:Iteration 37Q (79957.730000 sec): 3 clusters
  Score: Raw -303653.319400 + Penalty 2551.410284 = -301101.909117
  nChanged 25
		SP:Iteration 38Q (79957.780000 sec): 3 clusters
  Score: Raw -303670.301367 + Penalty 2551.410284 = -301118.891083
  nChanged 23
		SP:Iteration 39Q (79957.830000 sec): 3 clusters
  Score: Raw -303689.671699 + Penalty 2551.410284 = -301138.261415
  nChanged 29
		SP:Iteration 40F (79957.870000 sec): 3 clusters
  Score: Raw -303711.526142 + Penalty 2551.410284 = -301160.115858
  nChanged 15
		SP:Iteration 41Q (79957.920000 sec): 3 clusters
  Score: Raw -303717.938503 + Penalty 2551.410284 = -301166.528219
  nChanged 10
		SP:Iteration 42Q (79957.970000 sec): 3 clusters
  Score: Raw -303725.033157 + Penalty 2551.410284 = -301173.622873
  nChanged 15
		SP:Iteration 43Q (79958.010000 sec): 3 clusters
  Score: Raw -303731.368466 + Penalty 2551.410284 = -301179.958182
  nChanged 11
		SP:Iteration 44Q (79958.060000 sec): 3 clusters
  Score: Raw -303735.981530 + Penalty 2551.410284 = -301184.571246
  nChanged 7
		SP:Iteration 45Q (79958.100000 sec): 3 clusters
  Score: Raw -303739.528939 + Penalty 2551.410284 = -301188.118655
  nChanged 7
		SP:Iteration 46Q (79958.150000 sec): 3 clusters
  Score: Raw -303748.139929 + Penalty 2551.410284 = -301196.729645
  nChanged 9
		SP:Iteration 47Q (79958.190000 sec): 3 clusters
  Score: Raw -303757.503044 + Penalty 2551.410284 = -301206.092760
  nChanged 14
		SP:Iteration 48Q (79958.240000 sec): 3 clusters
  Score: Raw -303767.256716 + Penalty 2551.410284 = -301215.846432
  nChanged 13
		SP:Iteration 49Q (79958.290000 sec): 3 clusters
  Score: Raw -303775.969682 + Penalty 2551.410284 = -301224.559399
  nChanged 17
		SP:Iteration 50Q (79958.330000 sec): 3 clusters
  Score: Raw -303789.942182 + Penalty 2551.410284 = -301238.531898
  nChanged 22
		SP:Iteration 51Q (79958.380000 sec): 3 clusters
  Score: Raw -303807.140845 + Penalty 2551.410284 = -301255.730561
  nChanged 23
		SP:Iteration 52Q (79958.430000 sec): 3 clusters
  Score: Raw -303821.129970 + Penalty 2551.410284 = -301269.719686
  nChanged 11
		SP:Iteration 53Q (79958.470000 sec): 3 clusters
  Score: Raw -303826.635955 + Penalty 2551.410284 = -301275.225671
  nChanged 7
		SP:Iteration 54Q (79958.510000 sec): 3 clusters
  Score: Raw -303830.728693 + Penalty 2551.410284 = -301279.318410
  nChanged 5
		SP:Iteration 55Q (79958.560000 sec): 3 clusters
  Score: Raw -303832.757178 + Penalty 2551.410284 = -301281.346894
  nChanged 1
		SP:Iteration 56Q (79958.610000 sec): 3 clusters
  Score: Raw -303833.121269 + Penalty 2551.410284 = -301281.710986
  nChanged 0
		SP:Iteration 57F (79958.650000 sec): 3 clusters
  Score: Raw -303833.121269 + Penalty 2551.410284 = -301281.710986
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 106 (1865 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79958.720000 sec): 2 clusters
  Score: Raw -215265.463944 + Penalty 1223.790154 = -214041.673790
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79958.750000 sec): 3 clusters
  Score: Raw -214479.931820 + Penalty 2447.580308 = -212032.351513
  nChanged 642
		SP:Iteration 1F (79958.790000 sec): 3 clusters
  Score: Raw -214932.339697 + Penalty 2447.580308 = -212484.759389
  nChanged 151
		SP:Iteration 2F (79958.820000 sec): 3 clusters
  Score: Raw -215040.915332 + Penalty 2447.580308 = -212593.335024
  nChanged 83
		SP:Iteration 3Q (79958.860000 sec): 3 clusters
  Score: Raw -215110.660387 + Penalty 2447.580308 = -212663.080079
  nChanged 64
		SP:Iteration 4Q (79958.890000 sec): 3 clusters
  Score: Raw -215164.853741 + Penalty 2447.580308 = -212717.273434
  nChanged 57
		SP:Iteration 5Q (79958.930000 sec): 3 clusters
  Score: Raw -215206.100599 + Penalty 2447.580308 = -212758.520291
  nChanged 38
		SP:Iteration 6Q (79958.960000 sec): 3 clusters
  Score: Raw -215227.571612 + Penalty 2447.580308 = -212779.991304
  nChanged 32
		SP:Iteration 7Q (79958.990000 sec): 3 clusters
  Score: Raw -215245.776975 + Penalty 2447.580308 = -212798.196667
  nChanged 20
		SP:Iteration 8Q (79959.030000 sec): 3 clusters
  Score: Raw -215256.837104 + Penalty 2447.580308 = -212809.256796
  nChanged 25
		SP:Iteration 9Q (79959.060000 sec): 3 clusters
  Score: Raw -215271.379361 + Penalty 2447.580308 = -212823.799053
  nChanged 18
		SP:Iteration 10Q (79959.100000 sec): 3 clusters
  Score: Raw -215283.813916 + Penalty 2447.580308 = -212836.233608
  nChanged 23
		SP:Iteration 11Q (79959.130000 sec): 3 clusters
  Score: Raw -215299.086331 + Penalty 2447.580308 = -212851.506023
  nChanged 20
		SP:Iteration 12Q (79959.170000 sec): 3 clusters
  Score: Raw -215314.346288 + Penalty 2447.580308 = -212866.765980
  nChanged 26
		SP:Iteration 13Q (79959.200000 sec): 3 clusters
  Score: Raw -215330.804527 + Penalty 2447.580308 = -212883.224219
  nChanged 23
		SP:Iteration 14Q (79959.230000 sec): 3 clusters
  Score: Raw -215347.513234 + Penalty 2447.580308 = -212899.932926
  nChanged 25
		SP:Iteration 15Q (79959.270000 sec): 3 clusters
  Score: Raw -215371.475200 + Penalty 2447.580308 = -212923.894892
  nChanged 28
		SP:Iteration 16Q (79959.300000 sec): 3 clusters
  Score: Raw -215397.241290 + Penalty 2447.580308 = -212949.660982
  nChanged 32
		SP:Iteration 17Q (79959.340000 sec): 3 clusters
  Score: Raw -215430.163296 + Penalty 2447.580308 = -212982.582988
  nChanged 33
		SP:Iteration 18Q (79959.370000 sec): 3 clusters
  Score: Raw -215467.707452 + Penalty 2447.580308 = -213020.127144
  nChanged 36
		SP:Iteration 19Q (79959.400000 sec): 3 clusters
  Score: Raw -215501.449366 + Penalty 2447.580308 = -213053.869058
  nChanged 53
		SP:Iteration 20F (79959.440000 sec): 3 clusters
  Score: Raw -215546.307933 + Penalty 2447.580308 = -213098.727625
  nChanged 38
		SP:Iteration 21Q (79959.470000 sec): 3 clusters
  Score: Raw -215600.360697 + Penalty 2447.580308 = -213152.780389
  nChanged 57
		SP:Iteration 22Q (79959.510000 sec): 3 clusters
  Score: Raw -215681.575996 + Penalty 2447.580308 = -213233.995688
  nChanged 61
		SP:Iteration 23Q (79959.540000 sec): 3 clusters
  Score: Raw -215781.189830 + Penalty 2447.580308 = -213333.609522
  nChanged 75
		SP:Iteration 24Q (79959.570000 sec): 3 clusters
  Score: Raw -215887.911108 + Penalty 2447.580308 = -213440.330800
  nChanged 60
		SP:Iteration 25Q (79959.610000 sec): 3 clusters
  Score: Raw -215980.945969 + Penalty 2447.580308 = -213533.365661
  nChanged 45
		SP:Iteration 26Q (79959.640000 sec): 3 clusters
  Score: Raw -216044.997366 + Penalty 2447.580308 = -213597.417058
  nChanged 37
		SP:Iteration 27Q (79959.670000 sec): 3 clusters
  Score: Raw -216080.461420 + Penalty 2447.580308 = -213632.881112
  nChanged 22
		SP:Iteration 28Q (79959.710000 sec): 3 clusters
  Score: Raw -216100.824797 + Penalty 2447.580308 = -213653.244489
  nChanged 13
		SP:Iteration 29Q (79959.740000 sec): 3 clusters
  Score: Raw -216110.558908 + Penalty 2447.580308 = -213662.978600
  nChanged 5
		SP:Iteration 30Q (79959.770000 sec): 3 clusters
  Score: Raw -216115.632096 + Penalty 2447.580308 = -213668.051788
  nChanged 9
		SP:Iteration 31Q (79959.800000 sec): 3 clusters
  Score: Raw -216122.739024 + Penalty 2447.580308 = -213675.158716
  nChanged 5
		SP:Iteration 32Q (79959.830000 sec): 3 clusters
  Score: Raw -216129.175133 + Penalty 2447.580308 = -213681.594825
  nChanged 7
		SP:Iteration 33Q (79959.870000 sec): 3 clusters
  Score: Raw -216133.626024 + Penalty 2447.580308 = -213686.045716
  nChanged 3
		SP:Iteration 34Q (79959.900000 sec): 3 clusters
  Score: Raw -216135.222468 + Penalty 2447.580308 = -213687.642160
  nChanged 1
		SP:Iteration 35Q (79959.930000 sec): 3 clusters
  Score: Raw -216135.900230 + Penalty 2447.580308 = -213688.319922
  nChanged 1
		SP:Iteration 36Q (79959.970000 sec): 3 clusters
  Score: Raw -216136.088905 + Penalty 2447.580308 = -213688.508598
  nChanged 0
		SP:Iteration 37F (79960.000000 sec): 3 clusters
  Score: Raw -216136.088905 + Penalty 2447.580308 = -213688.508598
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 107 (5360 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79960.080000 sec): 2 clusters
  Score: Raw -661412.942896 + Penalty 1395.341879 = -660017.601017
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79960.180000 sec): 3 clusters
  Score: Raw -658567.739872 + Penalty 2790.683758 = -655777.056114
  nChanged 2224
		SP:Iteration 1F (79960.270000 sec): 3 clusters
  Score: Raw -659860.873704 + Penalty 2790.683758 = -657070.189946
  nChanged 447
		SP:Iteration 2F (79960.370000 sec): 3 clusters
  Score: Raw -660166.218119 + Penalty 2790.683758 = -657375.534362
  nChanged 365
		SP:Iteration 3F (79960.460000 sec): 3 clusters
  Score: Raw -660434.137845 + Penalty 2790.683758 = -657643.454087
  nChanged 341
		SP:Iteration 4F (79960.550000 sec): 3 clusters
  Score: Raw -660705.643990 + Penalty 2790.683758 = -657914.960232
  nChanged 324
		SP:Iteration 5F (79960.650000 sec): 3 clusters
  Score: Raw -660953.321894 + Penalty 2790.683758 = -658162.638136
  nChanged 262
		SP:Iteration 6Q (79960.740000 sec): 3 clusters
  Score: Raw -661140.076944 + Penalty 2790.683758 = -658349.393186
  nChanged 212
		SP:Iteration 7Q (79960.830000 sec): 3 clusters
  Score: Raw -661270.727004 + Penalty 2790.683758 = -658480.043246
  nChanged 161
		SP:Iteration 8Q (79960.920000 sec): 3 clusters
  Score: Raw -661372.279967 + Penalty 2790.683758 = -658581.596210
  nChanged 127
		SP:Iteration 9Q (79961.010000 sec): 3 clusters
  Score: Raw -661446.776404 + Penalty 2790.683758 = -658656.092647
  nChanged 118
		SP:Iteration 10Q (79961.110000 sec): 3 clusters
  Score: Raw -661514.986501 + Penalty 2790.683758 = -658724.302743
  nChanged 71
		SP:Iteration 11Q (79961.200000 sec): 3 clusters
  Score: Raw -661554.060285 + Penalty 2790.683758 = -658763.376528
  nChanged 58
		SP:Iteration 12Q (79961.290000 sec): 3 clusters
  Score: Raw -661583.688220 + Penalty 2790.683758 = -658793.004463
  nChanged 42
		SP:Iteration 13Q (79961.390000 sec): 3 clusters
  Score: Raw -661603.787313 + Penalty 2790.683758 = -658813.103555
  nChanged 30
		SP:Iteration 14Q (79961.480000 sec): 3 clusters
  Score: Raw -661619.537198 + Penalty 2790.683758 = -658828.853440
  nChanged 25
		SP:Iteration 15Q (79961.570000 sec): 3 clusters
  Score: Raw -661629.652196 + Penalty 2790.683758 = -658838.968438
  nChanged 19
		SP:Iteration 16Q (79961.660000 sec): 3 clusters
  Score: Raw -661637.375694 + Penalty 2790.683758 = -658846.691936
  nChanged 10
		SP:Iteration 17Q (79961.750000 sec): 3 clusters
  Score: Raw -661640.873309 + Penalty 2790.683758 = -658850.189551
  nChanged 6
		SP:Iteration 18Q (79961.840000 sec): 3 clusters
  Score: Raw -661643.216097 + Penalty 2790.683758 = -658852.532339
  nChanged 7
		SP:Iteration 19Q (79961.930000 sec): 3 clusters
  Score: Raw -661645.851894 + Penalty 2790.683758 = -658855.168137
  nChanged 6
		SP:Iteration 20F (79962.030000 sec): 3 clusters
  Score: Raw -661649.010593 + Penalty 2790.683758 = -658858.326835
  nChanged 5
		SP:Iteration 21Q (79962.120000 sec): 3 clusters
  Score: Raw -661650.409749 + Penalty 2790.683758 = -658859.725991
  nChanged 6
		SP:Iteration 22Q (79962.210000 sec): 3 clusters
  Score: Raw -661652.198517 + Penalty 2790.683758 = -658861.514759
  nChanged 5
		SP:Iteration 23Q (79962.300000 sec): 3 clusters
  Score: Raw -661654.273600 + Penalty 2790.683758 = -658863.589842
  nChanged 5
		SP:Iteration 24Q (79962.390000 sec): 3 clusters
  Score: Raw -661656.722931 + Penalty 2790.683758 = -658866.039173
  nChanged 9
		SP:Iteration 25Q (79962.490000 sec): 3 clusters
  Score: Raw -661660.584446 + Penalty 2790.683758 = -658869.900688
  nChanged 7
		SP:Iteration 26Q (79962.580000 sec): 3 clusters
  Score: Raw -661662.883206 + Penalty 2790.683758 = -658872.199448
  nChanged 6
		SP:Iteration 27Q (79962.670000 sec): 3 clusters
  Score: Raw -661664.715114 + Penalty 2790.683758 = -658874.031356
  nChanged 5
		SP:Iteration 28Q (79962.760000 sec): 3 clusters
  Score: Raw -661666.545667 + Penalty 2790.683758 = -658875.861910
  nChanged 5
		SP:Iteration 29Q (79962.850000 sec): 3 clusters
  Score: Raw -661667.720243 + Penalty 2790.683758 = -658877.036486
  nChanged 2
		SP:Iteration 30Q (79962.950000 sec): 3 clusters
  Score: Raw -661668.450655 + Penalty 2790.683758 = -658877.766897
  nChanged 4
		SP:Iteration 31Q (79963.030000 sec): 3 clusters
  Score: Raw -661670.302005 + Penalty 2790.683758 = -658879.618248
  nChanged 2
		SP:Iteration 32Q (79963.130000 sec): 3 clusters
  Score: Raw -661671.086851 + Penalty 2790.683758 = -658880.403093
  nChanged 1
		SP:Iteration 33Q (79963.220000 sec): 3 clusters
  Score: Raw -661671.819818 + Penalty 2790.683758 = -658881.136060
  nChanged 2
		SP:Iteration 34Q (79963.310000 sec): 3 clusters
  Score: Raw -661672.127819 + Penalty 2790.683758 = -658881.444061
  nChanged 0
		SP:Iteration 35F (79963.400000 sec): 3 clusters
  Score: Raw -661672.127819 + Penalty 2790.683758 = -658881.444061
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 108 (790 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79963.460000 sec): 2 clusters
  Score: Raw -79488.001923 + Penalty 1084.205354 = -78403.796570
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79963.470000 sec): 3 clusters
  Score: Raw -79288.221767 + Penalty 2168.410707 = -77119.811060
  nChanged 228
		SP:Iteration 1F (79963.490000 sec): 3 clusters
  Score: Raw -79522.572786 + Penalty 2168.410707 = -77354.162078
  nChanged 51
		SP:Iteration 2F (79963.510000 sec): 3 clusters
  Score: Raw -79595.337576 + Penalty 2168.410707 = -77426.926869
  nChanged 40
		SP:Iteration 3F (79963.520000 sec): 3 clusters
  Score: Raw -79669.511463 + Penalty 2168.410707 = -77501.100756
  nChanged 32
		SP:Iteration 4Q (79963.540000 sec): 3 clusters
  Score: Raw -79728.950897 + Penalty 2168.410707 = -77560.540190
  nChanged 26
		SP:Iteration 5Q (79963.550000 sec): 3 clusters
  Score: Raw -79779.767162 + Penalty 2168.410707 = -77611.356455
  nChanged 22
		SP:Iteration 6Q (79963.570000 sec): 3 clusters
  Score: Raw -79832.108347 + Penalty 2168.410707 = -77663.697640
  nChanged 23
		SP:Iteration 7Q (79963.580000 sec): 3 clusters
  Score: Raw -79883.058331 + Penalty 2168.410707 = -77714.647624
  nChanged 24
		SP:Iteration 8Q (79963.600000 sec): 3 clusters
  Score: Raw -79926.280326 + Penalty 2168.410707 = -77757.869619
  nChanged 22
		SP:Iteration 9Q (79963.610000 sec): 3 clusters
  Score: Raw -79970.290032 + Penalty 2168.410707 = -77801.879325
  nChanged 19
		SP:Iteration 10Q (79963.630000 sec): 3 clusters
  Score: Raw -80017.300430 + Penalty 2168.410707 = -77848.889723
  nChanged 14
		SP:Iteration 11Q (79963.640000 sec): 3 clusters
  Score: Raw -80049.424340 + Penalty 2168.410707 = -77881.013633
  nChanged 6
		SP:Iteration 12Q (79963.660000 sec): 3 clusters
  Score: Raw -80057.834592 + Penalty 2168.410707 = -77889.423885
  nChanged 6
		SP:Iteration 13Q (79963.670000 sec): 3 clusters
  Score: Raw -80080.931687 + Penalty 2168.410707 = -77912.520980
  nChanged 7
		SP:Iteration 14Q (79963.690000 sec): 3 clusters
  Score: Raw -80093.344874 + Penalty 2168.410707 = -77924.934166
  nChanged 8
		SP:Iteration 15Q (79963.700000 sec): 3 clusters
  Score: Raw -80106.490457 + Penalty 2168.410707 = -77938.079749
  nChanged 10
		SP:Iteration 16Q (79963.710000 sec): 3 clusters
  Score: Raw -80116.781787 + Penalty 2168.410707 = -77948.371080
  nChanged 4
		SP:Iteration 17Q (79963.730000 sec): 3 clusters
  Score: Raw -80120.360856 + Penalty 2168.410707 = -77951.950149
  nChanged 2
		SP:Iteration 18Q (79963.750000 sec): 3 clusters
  Score: Raw -80121.807716 + Penalty 2168.410707 = -77953.397009
  nChanged 0
		SP:Iteration 19F (79963.760000 sec): 3 clusters
  Score: Raw -80121.826872 + Penalty 2168.410707 = -77953.416165
  nChanged 1
		SP:Iteration 20F (79963.780000 sec): 3 clusters
  Score: Raw -80123.398149 + Penalty 2168.410707 = -77954.987442
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 109 (2976 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79963.850000 sec): 2 clusters
  Score: Raw -330899.796383 + Penalty 1299.729502 = -329600.066881
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79963.900000 sec): 3 clusters
  Score: Raw -329479.580383 + Penalty 2599.459004 = -326880.121379
  nChanged 1151
		SP:Iteration 1F (79963.960000 sec): 3 clusters
  Score: Raw -330211.767457 + Penalty 2599.459004 = -327612.308453
  nChanged 240
		SP:Iteration 2F (79964.010000 sec): 3 clusters
  Score: Raw -330387.436556 + Penalty 2599.459004 = -327787.977552
  nChanged 162
		SP:Iteration 3F (79964.070000 sec): 3 clusters
  Score: Raw -330495.160968 + Penalty 2599.459004 = -327895.701964
  nChanged 124
		SP:Iteration 4Q (79964.120000 sec): 3 clusters
  Score: Raw -330571.587735 + Penalty 2599.459004 = -327972.128731
  nChanged 98
		SP:Iteration 5Q (79964.170000 sec): 3 clusters
  Score: Raw -330627.738875 + Penalty 2599.459004 = -328028.279872
  nChanged 87
		SP:Iteration 6Q (79964.230000 sec): 3 clusters
  Score: Raw -330681.253926 + Penalty 2599.459004 = -328081.794923
  nChanged 82
		SP:Iteration 7Q (79964.280000 sec): 3 clusters
  Score: Raw -330732.505448 + Penalty 2599.459004 = -328133.046444
  nChanged 79
		SP:Iteration 8Q (79964.330000 sec): 3 clusters
  Score: Raw -330780.533254 + Penalty 2599.459004 = -328181.074250
  nChanged 61
		SP:Iteration 9Q (79964.390000 sec): 3 clusters
  Score: Raw -330824.507575 + Penalty 2599.459004 = -328225.048571
  nChanged 75
		SP:Iteration 10Q (79964.440000 sec): 3 clusters
  Score: Raw -330879.206209 + Penalty 2599.459004 = -328279.747205
  nChanged 75
		SP:Iteration 11Q (79964.500000 sec): 3 clusters
  Score: Raw -330939.682758 + Penalty 2599.459004 = -328340.223754
  nChanged 56
		SP:Iteration 12Q (79964.550000 sec): 3 clusters
  Score: Raw -330990.160748 + Penalty 2599.459004 = -328390.701744
  nChanged 55
		SP:Iteration 13Q (79964.600000 sec): 3 clusters
  Score: Raw -331035.318109 + Penalty 2599.459004 = -328435.859105
  nChanged 60
		SP:Iteration 14Q (79964.660000 sec): 3 clusters
  Score: Raw -331087.621723 + Penalty 2599.459004 = -328488.162719
  nChanged 48
		SP:Iteration 15Q (79964.710000 sec): 3 clusters
  Score: Raw -331126.103908 + Penalty 2599.459004 = -328526.644904
  nChanged 46
		SP:Iteration 16Q (79964.760000 sec): 3 clusters
  Score: Raw -331165.118971 + Penalty 2599.459004 = -328565.659967
  nChanged 41
		SP:Iteration 17Q (79964.810000 sec): 3 clusters
  Score: Raw -331202.731037 + Penalty 2599.459004 = -328603.272034
  nChanged 35
		SP:Iteration 18Q (79964.870000 sec): 3 clusters
  Score: Raw -331234.499004 + Penalty 2599.459004 = -328635.040000
  nChanged 30
		SP:Iteration 19Q (79964.920000 sec): 3 clusters
  Score: Raw -331257.985816 + Penalty 2599.459004 = -328658.526812
  nChanged 34
		SP:Iteration 20F (79964.970000 sec): 3 clusters
  Score: Raw -331293.360182 + Penalty 2599.459004 = -328693.901178
  nChanged 31
		SP:Iteration 21Q (79965.030000 sec): 3 clusters
  Score: Raw -331318.169271 + Penalty 2599.459004 = -328718.710267
  nChanged 22
		SP:Iteration 22Q (79965.080000 sec): 3 clusters
  Score: Raw -331330.074270 + Penalty 2599.459004 = -328730.615266
  nChanged 13
		SP:Iteration 23Q (79965.130000 sec): 3 clusters
  Score: Raw -331336.521062 + Penalty 2599.459004 = -328737.062058
  nChanged 7
		SP:Iteration 24Q (79965.180000 sec): 3 clusters
  Score: Raw -331340.550135 + Penalty 2599.459004 = -328741.091131
  nChanged 11
		SP:Iteration 25Q (79965.230000 sec): 3 clusters
  Score: Raw -331347.194895 + Penalty 2599.459004 = -328747.735891
  nChanged 10
		SP:Iteration 26Q (79965.290000 sec): 3 clusters
  Score: Raw -331356.282196 + Penalty 2599.459004 = -328756.823193
  nChanged 10
		SP:Iteration 27Q (79965.340000 sec): 3 clusters
  Score: Raw -331361.730344 + Penalty 2599.459004 = -328762.271341
  nChanged 11
		SP:Iteration 28Q (79965.390000 sec): 3 clusters
  Score: Raw -331370.024947 + Penalty 2599.459004 = -328770.565944
  nChanged 11
		SP:Iteration 29Q (79965.440000 sec): 3 clusters
  Score: Raw -331377.872371 + Penalty 2599.459004 = -328778.413367
  nChanged 9
		SP:Iteration 30Q (79965.490000 sec): 3 clusters
  Score: Raw -331388.065109 + Penalty 2599.459004 = -328788.606106
  nChanged 16
		SP:Iteration 31Q (79965.550000 sec): 3 clusters
  Score: Raw -331408.510716 + Penalty 2599.459004 = -328809.051712
  nChanged 16
		SP:Iteration 32Q (79965.600000 sec): 3 clusters
  Score: Raw -331424.659255 + Penalty 2599.459004 = -328825.200251
  nChanged 19
		SP:Iteration 33Q (79965.650000 sec): 3 clusters
  Score: Raw -331440.222646 + Penalty 2599.459004 = -328840.763642
  nChanged 11
		SP:Iteration 34Q (79965.700000 sec): 3 clusters
  Score: Raw -331450.717306 + Penalty 2599.459004 = -328851.258303
  nChanged 7
		SP:Iteration 35Q (79965.750000 sec): 3 clusters
  Score: Raw -331455.272687 + Penalty 2599.459004 = -328855.813683
  nChanged 3
		SP:Iteration 36Q (79965.800000 sec): 3 clusters
  Score: Raw -331457.143669 + Penalty 2599.459004 = -328857.684666
  nChanged 2
		SP:Iteration 37Q (79965.850000 sec): 3 clusters
  Score: Raw -331458.288551 + Penalty 2599.459004 = -328858.829547
  nChanged 1
		SP:Iteration 38Q (79965.910000 sec): 3 clusters
  Score: Raw -331458.899908 + Penalty 2599.459004 = -328859.440905
  nChanged 2
		SP:Iteration 39Q (79965.960000 sec): 3 clusters
  Score: Raw -331460.024663 + Penalty 2599.459004 = -328860.565660
  nChanged 6
		SP:Iteration 40F (79966.010000 sec): 3 clusters
  Score: Raw -331464.267378 + Penalty 2599.459004 = -328864.808374
  nChanged 6
		SP:Iteration 41Q (79966.070000 sec): 3 clusters
  Score: Raw -331467.303035 + Penalty 2599.459004 = -328867.844031
  nChanged 2
		SP:Iteration 42Q (79966.110000 sec): 3 clusters
  Score: Raw -331467.992730 + Penalty 2599.459004 = -328868.533727
  nChanged 2
		SP:Iteration 43Q (79966.170000 sec): 3 clusters
  Score: Raw -331469.171983 + Penalty 2599.459004 = -328869.712979
  nChanged 2
		SP:Iteration 44Q (79966.220000 sec): 3 clusters
  Score: Raw -331470.801520 + Penalty 2599.459004 = -328871.342516
  nChanged 2
		SP:Iteration 45Q (79966.270000 sec): 3 clusters
  Score: Raw -331471.360730 + Penalty 2599.459004 = -328871.901726
  nChanged 2
		SP:Iteration 46Q (79966.320000 sec): 3 clusters
  Score: Raw -331471.969098 + Penalty 2599.459004 = -328872.510094
  nChanged 0
		SP:Iteration 47F (79966.380000 sec): 3 clusters
  Score: Raw -331471.969098 + Penalty 2599.459004 = -328872.510094
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 110 (1954 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79966.440000 sec): 2 clusters
  Score: Raw -217369.051301 + Penalty 1231.365498 = -216137.685803
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79966.480000 sec): 3 clusters
  Score: Raw -216530.798271 + Penalty 2462.730996 = -214068.067276
  nChanged 687
		SP:Iteration 1F (79966.510000 sec): 3 clusters
  Score: Raw -217036.663074 + Penalty 2462.730996 = -214573.932078
  nChanged 164
		SP:Iteration 2F (79966.550000 sec): 3 clusters
  Score: Raw -217165.296181 + Penalty 2462.730996 = -214702.565185
  nChanged 90
		SP:Iteration 3Q (79966.590000 sec): 3 clusters
  Score: Raw -217268.513819 + Penalty 2462.730996 = -214805.782823
  nChanged 81
		SP:Iteration 4Q (79966.620000 sec): 3 clusters
  Score: Raw -217344.991117 + Penalty 2462.730996 = -214882.260122
  nChanged 84
		SP:Iteration 5Q (79966.660000 sec): 3 clusters
  Score: Raw -217420.714246 + Penalty 2462.730996 = -214957.983251
  nChanged 71
		SP:Iteration 6Q (79966.690000 sec): 3 clusters
  Score: Raw -217495.437132 + Penalty 2462.730996 = -215032.706136
  nChanged 73
		SP:Iteration 7Q (79966.730000 sec): 3 clusters
  Score: Raw -217553.057530 + Penalty 2462.730996 = -215090.326534
  nChanged 54
		SP:Iteration 8Q (79966.770000 sec): 3 clusters
  Score: Raw -217598.209007 + Penalty 2462.730996 = -215135.478012
  nChanged 48
		SP:Iteration 9Q (79966.800000 sec): 3 clusters
  Score: Raw -217638.254506 + Penalty 2462.730996 = -215175.523511
  nChanged 41
		SP:Iteration 10Q (79966.840000 sec): 3 clusters
  Score: Raw -217681.755441 + Penalty 2462.730996 = -215219.024446
  nChanged 42
		SP:Iteration 11Q (79966.870000 sec): 3 clusters
  Score: Raw -217711.000990 + Penalty 2462.730996 = -215248.269994
  nChanged 37
		SP:Iteration 12Q (79966.910000 sec): 3 clusters
  Score: Raw -217745.082628 + Penalty 2462.730996 = -215282.351632
  nChanged 30
		SP:Iteration 13Q (79966.950000 sec): 3 clusters
  Score: Raw -217769.986883 + Penalty 2462.730996 = -215307.255888
  nChanged 26
		SP:Iteration 14Q (79966.980000 sec): 3 clusters
  Score: Raw -217790.628131 + Penalty 2462.730996 = -215327.897136
  nChanged 20
		SP:Iteration 15Q (79967.020000 sec): 3 clusters
  Score: Raw -217808.891409 + Penalty 2462.730996 = -215346.160414
  nChanged 27
		SP:Iteration 16Q (79967.050000 sec): 3 clusters
  Score: Raw -217829.674559 + Penalty 2462.730996 = -215366.943563
  nChanged 26
		SP:Iteration 17Q (79967.090000 sec): 3 clusters
  Score: Raw -217849.995347 + Penalty 2462.730996 = -215387.264352
  nChanged 24
		SP:Iteration 18Q (79967.120000 sec): 3 clusters
  Score: Raw -217871.932516 + Penalty 2462.730996 = -215409.201520
  nChanged 19
		SP:Iteration 19Q (79967.160000 sec): 3 clusters
  Score: Raw -217885.378991 + Penalty 2462.730996 = -215422.647995
  nChanged 20
		SP:Iteration 20F (79967.200000 sec): 3 clusters
  Score: Raw -217897.568194 + Penalty 2462.730996 = -215434.837199
  nChanged 19
		SP:Iteration 21Q (79967.230000 sec): 3 clusters
  Score: Raw -217913.480267 + Penalty 2462.730996 = -215450.749271
  nChanged 21
		SP:Iteration 22Q (79967.270000 sec): 3 clusters
  Score: Raw -217929.797393 + Penalty 2462.730996 = -215467.066397
  nChanged 19
		SP:Iteration 23Q (79967.300000 sec): 3 clusters
  Score: Raw -217941.574201 + Penalty 2462.730996 = -215478.843206
  nChanged 14
		SP:Iteration 24Q (79967.340000 sec): 3 clusters
  Score: Raw -217950.048676 + Penalty 2462.730996 = -215487.317681
  nChanged 11
		SP:Iteration 25Q (79967.370000 sec): 3 clusters
  Score: Raw -217955.184364 + Penalty 2462.730996 = -215492.453368
  nChanged 6
		SP:Iteration 26Q (79967.410000 sec): 3 clusters
  Score: Raw -217959.808249 + Penalty 2462.730996 = -215497.077253
  nChanged 12
		SP:Iteration 27Q (79967.440000 sec): 3 clusters
  Score: Raw -217968.347125 + Penalty 2462.730996 = -215505.616129
  nChanged 12
		SP:Iteration 28Q (79967.480000 sec): 3 clusters
  Score: Raw -217976.718157 + Penalty 2462.730996 = -215513.987162
  nChanged 11
		SP:Iteration 29Q (79967.510000 sec): 3 clusters
  Score: Raw -217984.628867 + Penalty 2462.730996 = -215521.897872
  nChanged 10
		SP:Iteration 30Q (79967.550000 sec): 3 clusters
  Score: Raw -217989.016653 + Penalty 2462.730996 = -215526.285657
  nChanged 12
		SP:Iteration 31Q (79967.580000 sec): 3 clusters
  Score: Raw -217998.514205 + Penalty 2462.730996 = -215535.783209
  nChanged 15
		SP:Iteration 32Q (79967.620000 sec): 3 clusters
  Score: Raw -218012.917034 + Penalty 2462.730996 = -215550.186038
  nChanged 18
		SP:Iteration 33Q (79967.650000 sec): 3 clusters
  Score: Raw -218026.656659 + Penalty 2462.730996 = -215563.925663
  nChanged 19
		SP:Iteration 34Q (79967.690000 sec): 3 clusters
  Score: Raw -218039.802635 + Penalty 2462.730996 = -215577.071640
  nChanged 17
		SP:Iteration 35Q (79967.730000 sec): 3 clusters
  Score: Raw -218059.956364 + Penalty 2462.730996 = -215597.225369
  nChanged 18
		SP:Iteration 36Q (79967.760000 sec): 3 clusters
  Score: Raw -218081.308262 + Penalty 2462.730996 = -215618.577267
  nChanged 23
		SP:Iteration 37Q (79967.790000 sec): 3 clusters
  Score: Raw -218112.692326 + Penalty 2462.730996 = -215649.961330
  nChanged 30
		SP:Iteration 38Q (79967.830000 sec): 3 clusters
  Score: Raw -218144.054050 + Penalty 2462.730996 = -215681.323054
  nChanged 26
		SP:Iteration 39Q (79967.860000 sec): 3 clusters
  Score: Raw -218173.132098 + Penalty 2462.730996 = -215710.401102
  nChanged 21
		SP:Iteration 40F (79967.900000 sec): 3 clusters
  Score: Raw -218194.182088 + Penalty 2462.730996 = -215731.451092
  nChanged 24
		SP:Iteration 41Q (79967.930000 sec): 3 clusters
  Score: Raw -218218.169434 + Penalty 2462.730996 = -215755.438439
  nChanged 15
		SP:Iteration 42Q (79967.970000 sec): 3 clusters
  Score: Raw -218228.246692 + Penalty 2462.730996 = -215765.515696
  nChanged 10
		SP:Iteration 43Q (79968.000000 sec): 3 clusters
  Score: Raw -218233.075918 + Penalty 2462.730996 = -215770.344923
  nChanged 7
		SP:Iteration 44Q (79968.030000 sec): 3 clusters
  Score: Raw -218237.958443 + Penalty 2462.730996 = -215775.227447
  nChanged 9
		SP:Iteration 45Q (79968.070000 sec): 3 clusters
  Score: Raw -218245.556159 + Penalty 2462.730996 = -215782.825163
  nChanged 6
		SP:Iteration 46Q (79968.110000 sec): 3 clusters
  Score: Raw -218248.158321 + Penalty 2462.730996 = -215785.427326
  nChanged 1
		SP:Iteration 47Q (79968.140000 sec): 3 clusters
  Score: Raw -218249.344015 + Penalty 2462.730996 = -215786.613019
  nChanged 2
		SP:Iteration 48Q (79968.170000 sec): 3 clusters
  Score: Raw -218250.038589 + Penalty 2462.730996 = -215787.307593
  nChanged 1
		SP:Iteration 49Q (79968.210000 sec): 3 clusters
  Score: Raw -218250.325482 + Penalty 2462.730996 = -215787.594487
  nChanged 1
		SP:Iteration 50Q (79968.240000 sec): 3 clusters
  Score: Raw -218250.905171 + Penalty 2462.730996 = -215788.174175
  nChanged 1
		SP:Iteration 51Q (79968.270000 sec): 3 clusters
  Score: Raw -218251.198446 + Penalty 2462.730996 = -215788.467450
  nChanged 0
		SP:Iteration 52F (79968.310000 sec): 3 clusters
  Score: Raw -218251.198446 + Penalty 2462.730996 = -215788.467450
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 111 (1375 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79968.370000 sec): 2 clusters
  Score: Raw -138508.030611 + Penalty 1174.258964 = -137333.771647
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79968.400000 sec): 3 clusters
  Score: Raw -138020.543598 + Penalty 2348.517928 = -135672.025669
  nChanged 458
		SP:Iteration 1F (79968.420000 sec): 3 clusters
  Score: Raw -138426.622093 + Penalty 2348.517928 = -136078.104165
  nChanged 110
		SP:Iteration 2F (79968.450000 sec): 3 clusters
  Score: Raw -138557.028178 + Penalty 2348.517928 = -136208.510249
  nChanged 74
		SP:Iteration 3F (79968.470000 sec): 3 clusters
  Score: Raw -138646.303311 + Penalty 2348.517928 = -136297.785383
  nChanged 65
		SP:Iteration 4Q (79968.500000 sec): 3 clusters
  Score: Raw -138718.977228 + Penalty 2348.517928 = -136370.459299
  nChanged 49
		SP:Iteration 5Q (79968.530000 sec): 3 clusters
  Score: Raw -138762.670509 + Penalty 2348.517928 = -136414.152581
  nChanged 47
		SP:Iteration 6Q (79968.550000 sec): 3 clusters
  Score: Raw -138812.191029 + Penalty 2348.517928 = -136463.673100
  nChanged 39
		SP:Iteration 7Q (79968.580000 sec): 3 clusters
  Score: Raw -138856.359894 + Penalty 2348.517928 = -136507.841965
  nChanged 33
		SP:Iteration 8Q (79968.600000 sec): 3 clusters
  Score: Raw -138893.022107 + Penalty 2348.517928 = -136544.504179
  nChanged 31
		SP:Iteration 9Q (79968.630000 sec): 3 clusters
  Score: Raw -138930.732503 + Penalty 2348.517928 = -136582.214575
  nChanged 25
		SP:Iteration 10Q (79968.650000 sec): 3 clusters
  Score: Raw -138970.139450 + Penalty 2348.517928 = -136621.621522
  nChanged 26
		SP:Iteration 11Q (79968.680000 sec): 3 clusters
  Score: Raw -138999.444821 + Penalty 2348.517928 = -136650.926893
  nChanged 16
		SP:Iteration 12Q (79968.710000 sec): 3 clusters
  Score: Raw -139012.623732 + Penalty 2348.517928 = -136664.105804
  nChanged 14
		SP:Iteration 13Q (79968.730000 sec): 3 clusters
  Score: Raw -139024.509894 + Penalty 2348.517928 = -136675.991966
  nChanged 13
		SP:Iteration 14Q (79968.750000 sec): 3 clusters
  Score: Raw -139035.076094 + Penalty 2348.517928 = -136686.558166
  nChanged 11
		SP:Iteration 15Q (79968.780000 sec): 3 clusters
  Score: Raw -139043.394913 + Penalty 2348.517928 = -136694.876985
  nChanged 7
		SP:Iteration 16Q (79968.810000 sec): 3 clusters
  Score: Raw -139047.779873 + Penalty 2348.517928 = -136699.261945
  nChanged 4
		SP:Iteration 17Q (79968.830000 sec): 3 clusters
  Score: Raw -139049.646426 + Penalty 2348.517928 = -136701.128498
  nChanged 2
		SP:Iteration 18Q (79968.860000 sec): 3 clusters
  Score: Raw -139050.990470 + Penalty 2348.517928 = -136702.472542
  nChanged 1
		SP:Iteration 19Q (79968.880000 sec): 3 clusters
  Score: Raw -139051.481592 + Penalty 2348.517928 = -136702.963664
  nChanged 3
		SP:Iteration 20F (79968.910000 sec): 3 clusters
  Score: Raw -139053.028380 + Penalty 2348.517928 = -136704.510451
  nChanged 1
		SP:Iteration 21Q (79968.930000 sec): 3 clusters
  Score: Raw -139053.357769 + Penalty 2348.517928 = -136704.839841
  nChanged 0
		SP:Iteration 22F (79968.960000 sec): 3 clusters
  Score: Raw -139053.357769 + Penalty 2348.517928 = -136704.839841
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 112 (1210 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79969.010000 sec): 2 clusters
  Score: Raw -137886.315172 + Penalty 1153.486041 = -136732.829130
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79969.040000 sec): 3 clusters
  Score: Raw -137451.089574 + Penalty 2306.972083 = -135144.117491
  nChanged 352
		SP:Iteration 1F (79969.060000 sec): 3 clusters
  Score: Raw -137735.480004 + Penalty 2306.972083 = -135428.507922
  nChanged 94
		SP:Iteration 2F (79969.080000 sec): 3 clusters
  Score: Raw -137836.584470 + Penalty 2306.972083 = -135529.612387
  nChanged 50
		SP:Iteration 3Q (79969.110000 sec): 3 clusters
  Score: Raw -137885.524967 + Penalty 2306.972083 = -135578.552885
  nChanged 40
		SP:Iteration 4Q (79969.130000 sec): 3 clusters
  Score: Raw -137930.222947 + Penalty 2306.972083 = -135623.250864
  nChanged 30
		SP:Iteration 5Q (79969.150000 sec): 3 clusters
  Score: Raw -137961.748291 + Penalty 2306.972083 = -135654.776209
  nChanged 28
		SP:Iteration 6Q (79969.170000 sec): 3 clusters
  Score: Raw -137988.220589 + Penalty 2306.972083 = -135681.248507
  nChanged 21
		SP:Iteration 7Q (79969.190000 sec): 3 clusters
  Score: Raw -138012.379999 + Penalty 2306.972083 = -135705.407916
  nChanged 30
		SP:Iteration 8Q (79969.220000 sec): 3 clusters
  Score: Raw -138056.183487 + Penalty 2306.972083 = -135749.211404
  nChanged 41
		SP:Iteration 9Q (79969.240000 sec): 3 clusters
  Score: Raw -138110.095611 + Penalty 2306.972083 = -135803.123528
  nChanged 40
		SP:Iteration 10Q (79969.260000 sec): 3 clusters
  Score: Raw -138177.151105 + Penalty 2306.972083 = -135870.179023
  nChanged 47
		SP:Iteration 11Q (79969.290000 sec): 3 clusters
  Score: Raw -138254.908201 + Penalty 2306.972083 = -135947.936118
  nChanged 47
		SP:Iteration 12Q (79969.310000 sec): 3 clusters
  Score: Raw -138369.075017 + Penalty 2306.972083 = -136062.102935
  nChanged 43
		SP:Iteration 13Q (79969.330000 sec): 3 clusters
  Score: Raw -138478.266362 + Penalty 2306.972083 = -136171.294280
  nChanged 41
		SP:Iteration 14Q (79969.350000 sec): 3 clusters
  Score: Raw -138586.059777 + Penalty 2306.972083 = -136279.087695
  nChanged 33
		SP:Iteration 15Q (79969.370000 sec): 3 clusters
  Score: Raw -138631.898702 + Penalty 2306.972083 = -136324.926620
  nChanged 22
		SP:Iteration 16Q (79969.400000 sec): 3 clusters
  Score: Raw -138655.771987 + Penalty 2306.972083 = -136348.799905
  nChanged 8
		SP:Iteration 17Q (79969.420000 sec): 3 clusters
  Score: Raw -138664.456586 + Penalty 2306.972083 = -136357.484503
  nChanged 6
		SP:Iteration 18Q (79969.440000 sec): 3 clusters
  Score: Raw -138670.510581 + Penalty 2306.972083 = -136363.538498
  nChanged 2
		SP:Iteration 19Q (79969.460000 sec): 3 clusters
  Score: Raw -138671.746517 + Penalty 2306.972083 = -136364.774435
  nChanged 1
		SP:Iteration 20F (79969.490000 sec): 3 clusters
  Score: Raw -138672.638209 + Penalty 2306.972083 = -136365.666126
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 113 (3865 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79969.560000 sec): 2 clusters
  Score: Raw -446070.979729 + Penalty 1342.204006 = -444728.775723
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79969.630000 sec): 3 clusters
  Score: Raw -444170.391564 + Penalty 2684.408012 = -441485.983551
  nChanged 1498
		SP:Iteration 1F (79969.710000 sec): 3 clusters
  Score: Raw -445082.485165 + Penalty 2684.408012 = -442398.077152
  nChanged 315
		SP:Iteration 2F (79969.780000 sec): 3 clusters
  Score: Raw -445302.129680 + Penalty 2684.408012 = -442617.721667
  nChanged 266
		SP:Iteration 3F (79969.850000 sec): 3 clusters
  Score: Raw -445507.290668 + Penalty 2684.408012 = -442822.882656
  nChanged 202
		SP:Iteration 4F (79969.920000 sec): 3 clusters
  Score: Raw -445661.425508 + Penalty 2684.408012 = -442977.017496
  nChanged 172
		SP:Iteration 5Q (79969.990000 sec): 3 clusters
  Score: Raw -445788.384629 + Penalty 2684.408012 = -443103.976617
  nChanged 169
		SP:Iteration 6Q (79970.060000 sec): 3 clusters
  Score: Raw -445895.703529 + Penalty 2684.408012 = -443211.295517
  nChanged 125
		SP:Iteration 7Q (79970.130000 sec): 3 clusters
  Score: Raw -445969.147580 + Penalty 2684.408012 = -443284.739568
  nChanged 117
		SP:Iteration 8Q (79970.200000 sec): 3 clusters
  Score: Raw -446032.925489 + Penalty 2684.408012 = -443348.517477
  nChanged 101
		SP:Iteration 9Q (79970.270000 sec): 3 clusters
  Score: Raw -446087.092361 + Penalty 2684.408012 = -443402.684349
  nChanged 92
		SP:Iteration 10Q (79970.340000 sec): 3 clusters
  Score: Raw -446133.360569 + Penalty 2684.408012 = -443448.952557
  nChanged 80
		SP:Iteration 11Q (79970.410000 sec): 3 clusters
  Score: Raw -446180.104201 + Penalty 2684.408012 = -443495.696188
  nChanged 71
		SP:Iteration 12Q (79970.480000 sec): 3 clusters
  Score: Raw -446222.853421 + Penalty 2684.408012 = -443538.445408
  nChanged 58
		SP:Iteration 13Q (79970.550000 sec): 3 clusters
  Score: Raw -446248.164918 + Penalty 2684.408012 = -443563.756906
  nChanged 43
		SP:Iteration 14Q (79970.610000 sec): 3 clusters
  Score: Raw -446268.581432 + Penalty 2684.408012 = -443584.173420
  nChanged 33
		SP:Iteration 15Q (79970.690000 sec): 3 clusters
  Score: Raw -446283.701126 + Penalty 2684.408012 = -443599.293114
  nChanged 28
		SP:Iteration 16Q (79970.750000 sec): 3 clusters
  Score: Raw -446294.900368 + Penalty 2684.408012 = -443610.492355
  nChanged 24
		SP:Iteration 17Q (79970.820000 sec): 3 clusters
  Score: Raw -446303.481447 + Penalty 2684.408012 = -443619.073435
  nChanged 21
		SP:Iteration 18Q (79970.890000 sec): 3 clusters
  Score: Raw -446312.216355 + Penalty 2684.408012 = -443627.808343
  nChanged 19
		SP:Iteration 19Q (79970.960000 sec): 3 clusters
  Score: Raw -446318.248026 + Penalty 2684.408012 = -443633.840013
  nChanged 14
		SP:Iteration 20F (79971.030000 sec): 3 clusters
  Score: Raw -446323.091247 + Penalty 2684.408012 = -443638.683235
  nChanged 10
		SP:Iteration 21Q (79971.100000 sec): 3 clusters
  Score: Raw -446326.445713 + Penalty 2684.408012 = -443642.037700
  nChanged 5
		SP:Iteration 22Q (79971.170000 sec): 3 clusters
  Score: Raw -446327.849403 + Penalty 2684.408012 = -443643.441391
  nChanged 7
		SP:Iteration 23Q (79971.230000 sec): 3 clusters
  Score: Raw -446331.051428 + Penalty 2684.408012 = -443646.643415
  nChanged 10
		SP:Iteration 24Q (79971.300000 sec): 3 clusters
  Score: Raw -446335.421958 + Penalty 2684.408012 = -443651.013946
  nChanged 11
		SP:Iteration 25Q (79971.370000 sec): 3 clusters
  Score: Raw -446339.512459 + Penalty 2684.408012 = -443655.104447
  nChanged 9
		SP:Iteration 26Q (79971.440000 sec): 3 clusters
  Score: Raw -446343.593521 + Penalty 2684.408012 = -443659.185509
  nChanged 11
		SP:Iteration 27Q (79971.510000 sec): 3 clusters
  Score: Raw -446347.710352 + Penalty 2684.408012 = -443663.302340
  nChanged 5
		SP:Iteration 28Q (79971.580000 sec): 3 clusters
  Score: Raw -446349.405789 + Penalty 2684.408012 = -443664.997776
  nChanged 3
		SP:Iteration 29Q (79971.650000 sec): 3 clusters
  Score: Raw -446350.401140 + Penalty 2684.408012 = -443665.993128
  nChanged 3
		SP:Iteration 30Q (79971.720000 sec): 3 clusters
  Score: Raw -446351.574523 + Penalty 2684.408012 = -443667.166511
  nChanged 8
		SP:Iteration 31Q (79971.790000 sec): 3 clusters
  Score: Raw -446354.193403 + Penalty 2684.408012 = -443669.785390
  nChanged 3
		SP:Iteration 32Q (79971.860000 sec): 3 clusters
  Score: Raw -446354.973127 + Penalty 2684.408012 = -443670.565115
  nChanged 2
		SP:Iteration 33Q (79971.930000 sec): 3 clusters
  Score: Raw -446355.634225 + Penalty 2684.408012 = -443671.226212
  nChanged 3
		SP:Iteration 34Q (79971.990000 sec): 3 clusters
  Score: Raw -446356.209147 + Penalty 2684.408012 = -443671.801134
  nChanged 2
		SP:Iteration 35Q (79972.060000 sec): 3 clusters
  Score: Raw -446356.605802 + Penalty 2684.408012 = -443672.197790
  nChanged 1
		SP:Iteration 36Q (79972.130000 sec): 3 clusters
  Score: Raw -446357.613888 + Penalty 2684.408012 = -443673.205876
  nChanged 2
		SP:Iteration 37Q (79972.200000 sec): 3 clusters
  Score: Raw -446358.802197 + Penalty 2684.408012 = -443674.394184
  nChanged 3
		SP:Iteration 38Q (79972.270000 sec): 3 clusters
  Score: Raw -446359.585538 + Penalty 2684.408012 = -443675.177526
  nChanged 3
		SP:Iteration 39Q (79972.340000 sec): 3 clusters
  Score: Raw -446360.486467 + Penalty 2684.408012 = -443676.078455
  nChanged 2
		SP:Iteration 40F (79972.410000 sec): 3 clusters
  Score: Raw -446361.021809 + Penalty 2684.408012 = -443676.613797
  nChanged 3
		SP:Iteration 41Q (79972.480000 sec): 3 clusters
  Score: Raw -446362.734409 + Penalty 2684.408012 = -443678.326397
  nChanged 7
		SP:Iteration 42Q (79972.550000 sec): 3 clusters
  Score: Raw -446364.600897 + Penalty 2684.408012 = -443680.192885
  nChanged 1
		SP:Iteration 43Q (79972.610000 sec): 3 clusters
  Score: Raw -446365.525466 + Penalty 2684.408012 = -443681.117454
  nChanged 5
		SP:Iteration 44Q (79972.690000 sec): 3 clusters
  Score: Raw -446368.087198 + Penalty 2684.408012 = -443683.679186
  nChanged 3
		SP:Iteration 45Q (79972.750000 sec): 3 clusters
  Score: Raw -446369.555178 + Penalty 2684.408012 = -443685.147166
  nChanged 3
		SP:Iteration 46Q (79972.820000 sec): 3 clusters
  Score: Raw -446370.359012 + Penalty 2684.408012 = -443685.951000
  nChanged 1
		SP:Iteration 47Q (79972.890000 sec): 3 clusters
  Score: Raw -446370.716030 + Penalty 2684.408012 = -443686.308018
  nChanged 1
		SP:Iteration 48Q (79972.960000 sec): 3 clusters
  Score: Raw -446371.129324 + Penalty 2684.408012 = -443686.721311
  nChanged 0
		SP:Iteration 49F (79973.030000 sec): 3 clusters
  Score: Raw -446371.129324 + Penalty 2684.408012 = -443686.721311
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 114 (10001 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79973.150000 sec): 2 clusters
  Score: Raw -1179805.533453 + Penalty 1496.696560 = -1178308.836893
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79973.320000 sec): 3 clusters
  Score: Raw -1174194.486851 + Penalty 2993.393119 = -1171201.093732
  nChanged 4297
		SP:Iteration 1F (79973.450000 sec): 3 clusters
  Score: Raw -1176587.828358 + Penalty 2993.393119 = -1173594.435239
  nChanged 712
		SP:Iteration 2F (79973.600000 sec): 3 clusters
  Score: Raw -1176931.842371 + Penalty 2993.393119 = -1173938.449251
  nChanged 577
		SP:Iteration 3F (79973.770000 sec): 3 clusters
  Score: Raw -1177223.702529 + Penalty 2993.393119 = -1174230.309410
  nChanged 550
		SP:Iteration 4F (79973.920000 sec): 3 clusters
  Score: Raw -1177491.406551 + Penalty 2993.393119 = -1174498.013432
  nChanged 480
		SP:Iteration 5Q (79974.070000 sec): 3 clusters
  Score: Raw -1177719.302644 + Penalty 2993.393119 = -1174725.909524
  nChanged 433
		SP:Iteration 6Q (79974.240000 sec): 3 clusters
  Score: Raw -1177917.152259 + Penalty 2993.393119 = -1174923.759140
  nChanged 422
		SP:Iteration 7Q (79974.390000 sec): 3 clusters
  Score: Raw -1178107.259994 + Penalty 2993.393119 = -1175113.866875
  nChanged 384
		SP:Iteration 8Q (79974.530000 sec): 3 clusters
  Score: Raw -1178287.434984 + Penalty 2993.393119 = -1175294.041864
  nChanged 346
		SP:Iteration 9Q (79974.690000 sec): 3 clusters
  Score: Raw -1178444.642190 + Penalty 2993.393119 = -1175451.249071
  nChanged 312
		SP:Iteration 10Q (79974.850000 sec): 3 clusters
  Score: Raw -1178577.295692 + Penalty 2993.393119 = -1175583.902572
  nChanged 265
		SP:Iteration 11Q (79974.990000 sec): 3 clusters
  Score: Raw -1178685.526976 + Penalty 2993.393119 = -1175692.133857
  nChanged 249
		SP:Iteration 12Q (79975.130000 sec): 3 clusters
  Score: Raw -1178795.782970 + Penalty 2993.393119 = -1175802.389851
  nChanged 233
		SP:Iteration 13Q (79975.300000 sec): 3 clusters
  Score: Raw -1178907.617344 + Penalty 2993.393119 = -1175914.224225
  nChanged 236
		SP:Iteration 14Q (79975.440000 sec): 3 clusters
  Score: Raw -1179037.091436 + Penalty 2993.393119 = -1176043.698317
  nChanged 244
		SP:Iteration 15Q (79975.580000 sec): 3 clusters
  Score: Raw -1179180.749353 + Penalty 2993.393119 = -1176187.356233
  nChanged 232
		SP:Iteration 16Q (79975.740000 sec): 3 clusters
  Score: Raw -1179313.917295 + Penalty 2993.393119 = -1176320.524175
  nChanged 207
		SP:Iteration 17Q (79975.900000 sec): 3 clusters
  Score: Raw -1179445.712387 + Penalty 2993.393119 = -1176452.319268
  nChanged 193
		SP:Iteration 18Q (79976.040000 sec): 3 clusters
  Score: Raw -1179584.421229 + Penalty 2993.393119 = -1176591.028110
  nChanged 165
		SP:Iteration 19Q (79976.190000 sec): 3 clusters
  Score: Raw -1179695.312832 + Penalty 2993.393119 = -1176701.919713
  nChanged 128
		SP:Iteration 20F (79976.360000 sec): 3 clusters
  Score: Raw -1179786.583329 + Penalty 2993.393119 = -1176793.190209
  nChanged 104
		SP:Iteration 21Q (79976.500000 sec): 3 clusters
  Score: Raw -1179850.919993 + Penalty 2993.393119 = -1176857.526874
  nChanged 87
		SP:Iteration 22Q (79976.630000 sec): 3 clusters
  Score: Raw -1179916.412882 + Penalty 2993.393119 = -1176923.019762
  nChanged 77
		SP:Iteration 23Q (79976.770000 sec): 3 clusters
  Score: Raw -1179983.443954 + Penalty 2993.393119 = -1176990.050835
  nChanged 61
		SP:Iteration 24Q (79976.940000 sec): 3 clusters
  Score: Raw -1180031.877435 + Penalty 2993.393119 = -1177038.484316
  nChanged 47
		SP:Iteration 25Q (79977.080000 sec): 3 clusters
  Score: Raw -1180070.894920 + Penalty 2993.393119 = -1177077.501801
  nChanged 29
		SP:Iteration 26Q (79977.200000 sec): 3 clusters
  Score: Raw -1180091.741782 + Penalty 2993.393119 = -1177098.348663
  nChanged 32
		SP:Iteration 27Q (79977.330000 sec): 3 clusters
  Score: Raw -1180116.998915 + Penalty 2993.393119 = -1177123.605796
  nChanged 21
		SP:Iteration 28Q (79977.500000 sec): 3 clusters
  Score: Raw -1180132.066690 + Penalty 2993.393119 = -1177138.673571
  nChanged 18
		SP:Iteration 29Q (79977.660000 sec): 3 clusters
  Score: Raw -1180145.837390 + Penalty 2993.393119 = -1177152.444271
  nChanged 13
		SP:Iteration 30Q (79977.800000 sec): 3 clusters
  Score: Raw -1180154.085649 + Penalty 2993.393119 = -1177160.692530
  nChanged 9
		SP:Iteration 31Q (79977.930000 sec): 3 clusters
  Score: Raw -1180157.979051 + Penalty 2993.393119 = -1177164.585932
  nChanged 7
		SP:Iteration 32Q (79978.080000 sec): 3 clusters
  Score: Raw -1180162.536809 + Penalty 2993.393119 = -1177169.143690
  nChanged 11
		SP:Iteration 33Q (79978.250000 sec): 3 clusters
  Score: Raw -1180169.378801 + Penalty 2993.393119 = -1177175.985682
  nChanged 12
		SP:Iteration 34Q (79978.390000 sec): 3 clusters
  Score: Raw -1180178.672872 + Penalty 2993.393119 = -1177185.279752
  nChanged 17
		SP:Iteration 35Q (79978.500000 sec): 3 clusters
  Score: Raw -1180188.143059 + Penalty 2993.393119 = -1177194.749940
  nChanged 12
		SP:Iteration 36Q (79978.640000 sec): 3 clusters
  Score: Raw -1180193.108365 + Penalty 2993.393119 = -1177199.715246
  nChanged 7
		SP:Iteration 37Q (79978.800000 sec): 3 clusters
  Score: Raw -1180196.998272 + Penalty 2993.393119 = -1177203.605152
  nChanged 9
		SP:Iteration 38Q (79978.960000 sec): 3 clusters
  Score: Raw -1180203.508365 + Penalty 2993.393119 = -1177210.115246
  nChanged 11
		SP:Iteration 39Q (79979.100000 sec): 3 clusters
  Score: Raw -1180211.512737 + Penalty 2993.393119 = -1177218.119618
  nChanged 13
		SP:Iteration 40F (79979.240000 sec): 3 clusters
  Score: Raw -1180225.803176 + Penalty 2993.393119 = -1177232.410057
  nChanged 11
		SP:Iteration 41Q (79979.400000 sec): 3 clusters
  Score: Raw -1180235.790817 + Penalty 2993.393119 = -1177242.397698
  nChanged 9
		SP:Iteration 42Q (79979.570000 sec): 3 clusters
  Score: Raw -1180241.722420 + Penalty 2993.393119 = -1177248.329300
  nChanged 1
		SP:Iteration 43Q (79979.700000 sec): 3 clusters
  Score: Raw -1180241.870350 + Penalty 2993.393119 = -1177248.477231
  nChanged 1
		SP:Iteration 44Q (79979.830000 sec): 3 clusters
  Score: Raw -1180242.406159 + Penalty 2993.393119 = -1177249.013039
  nChanged 0
		SP:Iteration 45F (79980.000000 sec): 3 clusters
  Score: Raw -1180242.406159 + Penalty 2993.393119 = -1177249.013039
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 115 (2331 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79980.090000 sec): 2 clusters
  Score: Raw -257114.582199 + Penalty 1260.033554 = -255854.548645
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79980.140000 sec): 3 clusters
  Score: Raw -256089.369365 + Penalty 2520.067108 = -253569.302257
  nChanged 864
		SP:Iteration 1F (79980.190000 sec): 3 clusters
  Score: Raw -256706.450502 + Penalty 2520.067108 = -254186.383394
  nChanged 223
		SP:Iteration 2F (79980.240000 sec): 3 clusters
  Score: Raw -256872.365952 + Penalty 2520.067108 = -254352.298844
  nChanged 127
		SP:Iteration 3F (79980.280000 sec): 3 clusters
  Score: Raw -256969.069330 + Penalty 2520.067108 = -254449.002222
  nChanged 103
		SP:Iteration 4Q (79980.320000 sec): 3 clusters
  Score: Raw -257058.145535 + Penalty 2520.067108 = -254538.078428
  nChanged 83
		SP:Iteration 5Q (79980.360000 sec): 3 clusters
  Score: Raw -257124.193271 + Penalty 2520.067108 = -254604.126163
  nChanged 60
		SP:Iteration 6Q (79980.400000 sec): 3 clusters
  Score: Raw -257170.576728 + Penalty 2520.067108 = -254650.509620
  nChanged 61
		SP:Iteration 7Q (79980.450000 sec): 3 clusters
  Score: Raw -257221.242019 + Penalty 2520.067108 = -254701.174911
  nChanged 57
		SP:Iteration 8Q (79980.490000 sec): 3 clusters
  Score: Raw -257277.638631 + Penalty 2520.067108 = -254757.571523
  nChanged 62
		SP:Iteration 9Q (79980.530000 sec): 3 clusters
  Score: Raw -257336.596872 + Penalty 2520.067108 = -254816.529764
  nChanged 54
		SP:Iteration 10Q (79980.570000 sec): 3 clusters
  Score: Raw -257388.691158 + Penalty 2520.067108 = -254868.624050
  nChanged 50
		SP:Iteration 11Q (79980.620000 sec): 3 clusters
  Score: Raw -257432.331077 + Penalty 2520.067108 = -254912.263970
  nChanged 50
		SP:Iteration 12Q (79980.660000 sec): 3 clusters
  Score: Raw -257479.424023 + Penalty 2520.067108 = -254959.356915
  nChanged 47
		SP:Iteration 13Q (79980.700000 sec): 3 clusters
  Score: Raw -257520.616657 + Penalty 2520.067108 = -255000.549549
  nChanged 43
		SP:Iteration 14Q (79980.740000 sec): 3 clusters
  Score: Raw -257551.824861 + Penalty 2520.067108 = -255031.757753
  nChanged 40
		SP:Iteration 15Q (79980.780000 sec): 3 clusters
  Score: Raw -257578.386386 + Penalty 2520.067108 = -255058.319278
  nChanged 36
		SP:Iteration 16Q (79980.820000 sec): 3 clusters
  Score: Raw -257604.154015 + Penalty 2520.067108 = -255084.086907
  nChanged 31
		SP:Iteration 17Q (79980.860000 sec): 3 clusters
  Score: Raw -257622.923583 + Penalty 2520.067108 = -255102.856475
  nChanged 36
		SP:Iteration 18Q (79980.910000 sec): 3 clusters
  Score: Raw -257656.256141 + Penalty 2520.067108 = -255136.189033
  nChanged 35
		SP:Iteration 19Q (79980.950000 sec): 3 clusters
  Score: Raw -257684.364869 + Penalty 2520.067108 = -255164.297761
  nChanged 30
		SP:Iteration 20F (79980.990000 sec): 3 clusters
  Score: Raw -257709.675199 + Penalty 2520.067108 = -255189.608092
  nChanged 28
		SP:Iteration 21Q (79981.030000 sec): 3 clusters
  Score: Raw -257736.712219 + Penalty 2520.067108 = -255216.645111
  nChanged 30
		SP:Iteration 22Q (79981.070000 sec): 3 clusters
  Score: Raw -257764.631889 + Penalty 2520.067108 = -255244.564782
  nChanged 34
		SP:Iteration 23Q (79981.120000 sec): 3 clusters
  Score: Raw -257802.592144 + Penalty 2520.067108 = -255282.525036
  nChanged 33
		SP:Iteration 24Q (79981.160000 sec): 3 clusters
  Score: Raw -257831.969836 + Penalty 2520.067108 = -255311.902728
  nChanged 33
		SP:Iteration 25Q (79981.200000 sec): 3 clusters
  Score: Raw -257854.772024 + Penalty 2520.067108 = -255334.704917
  nChanged 17
		SP:Iteration 26Q (79981.240000 sec): 3 clusters
  Score: Raw -257863.176549 + Penalty 2520.067108 = -255343.109441
  nChanged 7
		SP:Iteration 27Q (79981.280000 sec): 3 clusters
  Score: Raw -257865.968713 + Penalty 2520.067108 = -255345.901606
  nChanged 4
		SP:Iteration 28Q (79981.320000 sec): 3 clusters
  Score: Raw -257868.727658 + Penalty 2520.067108 = -255348.660551
  nChanged 5
		SP:Iteration 29Q (79981.360000 sec): 3 clusters
  Score: Raw -257870.564055 + Penalty 2520.067108 = -255350.496948
  nChanged 2
		SP:Iteration 30Q (79981.400000 sec): 3 clusters
  Score: Raw -257871.644959 + Penalty 2520.067108 = -255351.577851
  nChanged 2
		SP:Iteration 31Q (79981.440000 sec): 3 clusters
  Score: Raw -257872.928289 + Penalty 2520.067108 = -255352.861181
  nChanged 1
		SP:Iteration 32Q (79981.490000 sec): 3 clusters
  Score: Raw -257873.641585 + Penalty 2520.067108 = -255353.574478
  nChanged 2
		SP:Iteration 33Q (79981.530000 sec): 3 clusters
  Score: Raw -257874.206115 + Penalty 2520.067108 = -255354.139008
  nChanged 1
		SP:Iteration 34Q (79981.570000 sec): 3 clusters
  Score: Raw -257875.130113 + Penalty 2520.067108 = -255355.063006
  nChanged 2
		SP:Iteration 35Q (79981.610000 sec): 3 clusters
  Score: Raw -257876.276345 + Penalty 2520.067108 = -255356.209237
  nChanged 2
		SP:Iteration 36Q (79981.650000 sec): 3 clusters
  Score: Raw -257877.362458 + Penalty 2520.067108 = -255357.295350
  nChanged 0
		SP:Iteration 37F (79981.700000 sec): 3 clusters
  Score: Raw -257877.362458 + Penalty 2520.067108 = -255357.295350
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 116 (2424 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79981.760000 sec): 2 clusters
  Score: Raw -271994.795590 + Penalty 1266.390831 = -270728.404758
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79981.800000 sec): 3 clusters
  Score: Raw -270897.520042 + Penalty 2532.781663 = -268364.738379
  nChanged 899
		SP:Iteration 1F (79981.850000 sec): 3 clusters
  Score: Raw -271475.371879 + Penalty 2532.781663 = -268942.590216
  nChanged 193
		SP:Iteration 2F (79981.890000 sec): 3 clusters
  Score: Raw -271612.003874 + Penalty 2532.781663 = -269079.222211
  nChanged 135
		SP:Iteration 3F (79981.940000 sec): 3 clusters
  Score: Raw -271714.810757 + Penalty 2532.781663 = -269182.029094
  nChanged 105
		SP:Iteration 4Q (79981.980000 sec): 3 clusters
  Score: Raw -271782.139359 + Penalty 2532.781663 = -269249.357696
  nChanged 85
		SP:Iteration 5Q (79982.030000 sec): 3 clusters
  Score: Raw -271840.674849 + Penalty 2532.781663 = -269307.893186
  nChanged 83
		SP:Iteration 6Q (79982.070000 sec): 3 clusters
  Score: Raw -271903.459475 + Penalty 2532.781663 = -269370.677812
  nChanged 85
		SP:Iteration 7Q (79982.120000 sec): 3 clusters
  Score: Raw -271957.640719 + Penalty 2532.781663 = -269424.859056
  nChanged 55
		SP:Iteration 8Q (79982.160000 sec): 3 clusters
  Score: Raw -271995.834360 + Penalty 2532.781663 = -269463.052697
  nChanged 50
		SP:Iteration 9Q (79982.200000 sec): 3 clusters
  Score: Raw -272026.035203 + Penalty 2532.781663 = -269493.253540
  nChanged 35
		SP:Iteration 10Q (79982.250000 sec): 3 clusters
  Score: Raw -272047.234266 + Penalty 2532.781663 = -269514.452603
  nChanged 31
		SP:Iteration 11Q (79982.290000 sec): 3 clusters
  Score: Raw -272064.272525 + Penalty 2532.781663 = -269531.490862
  nChanged 26
		SP:Iteration 12Q (79982.340000 sec): 3 clusters
  Score: Raw -272077.206888 + Penalty 2532.781663 = -269544.425225
  nChanged 25
		SP:Iteration 13Q (79982.380000 sec): 3 clusters
  Score: Raw -272088.934171 + Penalty 2532.781663 = -269556.152508
  nChanged 17
		SP:Iteration 14Q (79982.420000 sec): 3 clusters
  Score: Raw -272102.627614 + Penalty 2532.781663 = -269569.845951
  nChanged 24
		SP:Iteration 15Q (79982.470000 sec): 3 clusters
  Score: Raw -272114.250593 + Penalty 2532.781663 = -269581.468930
  nChanged 19
		SP:Iteration 16Q (79982.510000 sec): 3 clusters
  Score: Raw -272124.027134 + Penalty 2532.781663 = -269591.245471
  nChanged 13
		SP:Iteration 17Q (79982.560000 sec): 3 clusters
  Score: Raw -272130.567776 + Penalty 2532.781663 = -269597.786113
  nChanged 12
		SP:Iteration 18Q (79982.600000 sec): 3 clusters
  Score: Raw -272135.194353 + Penalty 2532.781663 = -269602.412690
  nChanged 12
		SP:Iteration 19Q (79982.640000 sec): 3 clusters
  Score: Raw -272139.448375 + Penalty 2532.781663 = -269606.666712
  nChanged 4
		SP:Iteration 20F (79982.690000 sec): 3 clusters
  Score: Raw -272140.742118 + Penalty 2532.781663 = -269607.960455
  nChanged 1
		SP:Iteration 21Q (79982.730000 sec): 3 clusters
  Score: Raw -272141.542806 + Penalty 2532.781663 = -269608.761143
  nChanged 2
		SP:Iteration 22Q (79982.780000 sec): 3 clusters
  Score: Raw -272142.405054 + Penalty 2532.781663 = -269609.623391
  nChanged 4
		SP:Iteration 23Q (79982.820000 sec): 3 clusters
  Score: Raw -272143.355605 + Penalty 2532.781663 = -269610.573942
  nChanged 0
		SP:Iteration 24F (79982.860000 sec): 3 clusters
  Score: Raw -272143.355605 + Penalty 2532.781663 = -269610.573942
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 117 (3339 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79982.940000 sec): 2 clusters
  Score: Raw -374093.706885 + Penalty 1318.431829 = -372775.275056
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79983.000000 sec): 3 clusters
  Score: Raw -372540.748205 + Penalty 2636.863658 = -369903.884547
  nChanged 1253
		SP:Iteration 1F (79983.060000 sec): 3 clusters
  Score: Raw -373387.936936 + Penalty 2636.863658 = -370751.073278
  nChanged 330
		SP:Iteration 2F (79983.120000 sec): 3 clusters
  Score: Raw -373674.062767 + Penalty 2636.863658 = -371037.199109
  nChanged 243
		SP:Iteration 3F (79983.200000 sec): 3 clusters
  Score: Raw -373863.559750 + Penalty 2636.863658 = -371226.696092
  nChanged 167
		SP:Iteration 4F (79983.260000 sec): 3 clusters
  Score: Raw -373974.978861 + Penalty 2636.863658 = -371338.115203
  nChanged 114
		SP:Iteration 5Q (79983.320000 sec): 3 clusters
  Score: Raw -374063.761708 + Penalty 2636.863658 = -371426.898050
  nChanged 98
		SP:Iteration 6Q (79983.390000 sec): 3 clusters
  Score: Raw -374129.557085 + Penalty 2636.863658 = -371492.693427
  nChanged 71
		SP:Iteration 7Q (79983.450000 sec): 3 clusters
  Score: Raw -374176.628538 + Penalty 2636.863658 = -371539.764880
  nChanged 65
		SP:Iteration 8Q (79983.510000 sec): 3 clusters
  Score: Raw -374215.926993 + Penalty 2636.863658 = -371579.063335
  nChanged 50
		SP:Iteration 9Q (79983.570000 sec): 3 clusters
  Score: Raw -374247.821339 + Penalty 2636.863658 = -371610.957681
  nChanged 38
		SP:Iteration 10Q (79983.630000 sec): 3 clusters
  Score: Raw -374270.717749 + Penalty 2636.863658 = -371633.854091
  nChanged 24
		SP:Iteration 11Q (79983.690000 sec): 3 clusters
  Score: Raw -374282.650980 + Penalty 2636.863658 = -371645.787323
  nChanged 18
		SP:Iteration 12Q (79983.750000 sec): 3 clusters
  Score: Raw -374295.066670 + Penalty 2636.863658 = -371658.203012
  nChanged 11
		SP:Iteration 13Q (79983.810000 sec): 3 clusters
  Score: Raw -374302.209783 + Penalty 2636.863658 = -371665.346125
  nChanged 12
		SP:Iteration 14Q (79983.870000 sec): 3 clusters
  Score: Raw -374308.865951 + Penalty 2636.863658 = -371672.002293
  nChanged 12
		SP:Iteration 15Q (79983.930000 sec): 3 clusters
  Score: Raw -374316.504496 + Penalty 2636.863658 = -371679.640838
  nChanged 13
		SP:Iteration 16Q (79983.990000 sec): 3 clusters
  Score: Raw -374320.988154 + Penalty 2636.863658 = -371684.124496
  nChanged 7
		SP:Iteration 17Q (79984.050000 sec): 3 clusters
  Score: Raw -374324.262921 + Penalty 2636.863658 = -371687.399263
  nChanged 5
		SP:Iteration 18Q (79984.110000 sec): 3 clusters
  Score: Raw -374327.002385 + Penalty 2636.863658 = -371690.138727
  nChanged 7
		SP:Iteration 19Q (79984.170000 sec): 3 clusters
  Score: Raw -374329.811615 + Penalty 2636.863658 = -371692.947957
  nChanged 7
		SP:Iteration 20F (79984.230000 sec): 3 clusters
  Score: Raw -374333.165883 + Penalty 2636.863658 = -371696.302225
  nChanged 3
		SP:Iteration 21Q (79984.290000 sec): 3 clusters
  Score: Raw -374334.065040 + Penalty 2636.863658 = -371697.201382
  nChanged 2
		SP:Iteration 22Q (79984.350000 sec): 3 clusters
  Score: Raw -374334.978307 + Penalty 2636.863658 = -371698.114649
  nChanged 1
		SP:Iteration 23Q (79984.410000 sec): 3 clusters
  Score: Raw -374335.126450 + Penalty 2636.863658 = -371698.262792
  nChanged 0
		SP:Iteration 24F (79984.470000 sec): 3 clusters
  Score: Raw -374335.126450 + Penalty 2636.863658 = -371698.262792
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 118 (49955 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79984.860000 sec): 2 clusters
  Score: Raw -6273906.100808 + Penalty 1758.067655 = -6272148.033153
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79985.420000 sec): 3 clusters
  Score: Raw -6242351.574184 + Penalty 3516.135311 = -6238835.438873
  nChanged 23439
		SP:Iteration 1F (79985.930000 sec): 3 clusters
  Score: Raw -6256209.620410 + Penalty 3516.135311 = -6252693.485100
  nChanged 3030
		SP:Iteration 2F (79986.480000 sec): 3 clusters
  Score: Raw -6257817.822972 + Penalty 3516.135311 = -6254301.687661
  nChanged 3672
		SP:Iteration 3F (79986.980000 sec): 3 clusters
  Score: Raw -6260175.749255 + Penalty 3516.135311 = -6256659.613945
  nChanged 3904
		SP:Iteration 4F (79987.520000 sec): 3 clusters
  Score: Raw -6262924.624479 + Penalty 3516.135311 = -6259408.489168
  nChanged 3542
		SP:Iteration 5F (79988.030000 sec): 3 clusters
  Score: Raw -6265538.839369 + Penalty 3516.135311 = -6262022.704058
  nChanged 3038
		SP:Iteration 6F (79988.570000 sec): 3 clusters
  Score: Raw -6267900.964215 + Penalty 3516.135311 = -6264384.828904
  nChanged 2550
		SP:Iteration 7F (79989.070000 sec): 3 clusters
  Score: Raw -6270137.975634 + Penalty 3516.135311 = -6266621.840323
  nChanged 2011
		SP:Iteration 8Q (79989.620000 sec): 3 clusters
  Score: Raw -6272039.023923 + Penalty 3516.135311 = -6268522.888612
  nChanged 1199
		SP:Iteration 9Q (79990.120000 sec): 3 clusters
  Score: Raw -6273192.646056 + Penalty 3516.135311 = -6269676.510745
  nChanged 519
		SP:Iteration 10Q (79990.580000 sec): 3 clusters
  Score: Raw -6273712.081937 + Penalty 3516.135311 = -6270195.946627
  nChanged 187
		SP:Iteration 11Q (79991.010000 sec): 3 clusters
  Score: Raw -6273918.368603 + Penalty 3516.135311 = -6270402.233292
  nChanged 71
		SP:Iteration 12Q (79991.470000 sec): 3 clusters
  Score: Raw -6274003.646967 + Penalty 3516.135311 = -6270487.511656
  nChanged 25
		SP:Iteration 13Q (79991.920000 sec): 3 clusters
  Score: Raw -6274036.867209 + Penalty 3516.135311 = -6270520.731899
  nChanged 13
		SP:Iteration 14Q (79992.370000 sec): 3 clusters
  Score: Raw -6274055.848629 + Penalty 3516.135311 = -6270539.713318
  nChanged 10
		SP:Iteration 15Q (79992.810000 sec): 3 clusters
  Score: Raw -6274067.959545 + Penalty 3516.135311 = -6270551.824235
  nChanged 7
		SP:Iteration 16Q (79993.280000 sec): 3 clusters
  Score: Raw -6274078.003301 + Penalty 3516.135311 = -6270561.867991
  nChanged 5
		SP:Iteration 17Q (79993.730000 sec): 3 clusters
  Score: Raw -6274082.267226 + Penalty 3516.135311 = -6270566.131915
  nChanged 5
		SP:Iteration 18Q (79994.200000 sec): 3 clusters
  Score: Raw -6274090.016906 + Penalty 3516.135311 = -6270573.881596
  nChanged 3
		SP:Iteration 19Q (79994.670000 sec): 3 clusters
  Score: Raw -6274093.117056 + Penalty 3516.135311 = -6270576.981745
  nChanged 3
		SP:Iteration 20F (79995.190000 sec): 3 clusters
  Score: Raw -6274096.750771 + Penalty 3516.135311 = -6270580.615460
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 119 (772 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79995.230000 sec): 2 clusters
  Score: Raw -90744.423801 + Penalty 1080.459989 = -89663.963812
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79995.250000 sec): 3 clusters
  Score: Raw -90526.645237 + Penalty 2160.919979 = -88365.725259
  nChanged 201
		SP:Iteration 1F (79995.270000 sec): 3 clusters
  Score: Raw -90756.205006 + Penalty 2160.919979 = -88595.285028
  nChanged 56
		SP:Iteration 2F (79995.290000 sec): 3 clusters
  Score: Raw -90827.478223 + Penalty 2160.919979 = -88666.558244
  nChanged 33
		SP:Iteration 3Q (79995.310000 sec): 3 clusters
  Score: Raw -90868.564624 + Penalty 2160.919979 = -88707.644645
  nChanged 20
		SP:Iteration 4Q (79995.330000 sec): 3 clusters
  Score: Raw -90890.583509 + Penalty 2160.919979 = -88729.663530
  nChanged 10
		SP:Iteration 5Q (79995.350000 sec): 3 clusters
  Score: Raw -90899.408618 + Penalty 2160.919979 = -88738.488639
  nChanged 4
		SP:Iteration 6Q (79995.370000 sec): 3 clusters
  Score: Raw -90906.364903 + Penalty 2160.919979 = -88745.444924
  nChanged 5
		SP:Iteration 7Q (79995.390000 sec): 3 clusters
  Score: Raw -90912.434640 + Penalty 2160.919979 = -88751.514661
  nChanged 3
		SP:Iteration 8Q (79995.410000 sec): 3 clusters
  Score: Raw -90915.833384 + Penalty 2160.919979 = -88754.913405
  nChanged 2
		SP:Iteration 9Q (79995.420000 sec): 3 clusters
  Score: Raw -90917.399930 + Penalty 2160.919979 = -88756.479951
  nChanged 1
		SP:Iteration 10Q (79995.440000 sec): 3 clusters
  Score: Raw -90919.821052 + Penalty 2160.919979 = -88758.901073
  nChanged 1
		SP:Iteration 11Q (79995.450000 sec): 3 clusters
  Score: Raw -90920.534955 + Penalty 2160.919979 = -88759.614976
  nChanged 0
		SP:Iteration 12F (79995.470000 sec): 3 clusters
  Score: Raw -90920.534955 + Penalty 2160.919979 = -88759.614976
  nChanged 0
Iteration 259Q (80322.940000 sec): 122 clusters
  Score: Raw -119174663.666252 + Penalty 272294.388019 = -118902369.278233
  nChanged 2139
Iteration 260F (80753.740000 sec): 122 clusters
  Score: Raw -119175734.239478 + Penalty 272294.388019 = -118903439.851459
  nChanged 1967
Iteration 261Q (81059.690000 sec): 122 clusters
  Score: Raw -119176183.940974 + Penalty 272294.388019 = -118903889.552954
  nChanged 1304
Iteration 262Q (81365.530000 sec): 122 clusters
  Score: Raw -119176405.493830 + Penalty 272294.388019 = -118904111.105811
  nChanged 1035
Iteration 263Q (81671.340000 sec): 122 clusters
  Score: Raw -119176545.698139 + Penalty 272294.388019 = -118904251.310119
  nChanged 805
Iteration 264Q (81976.780000 sec): 122 clusters
  Score: Raw -119176648.505049 + Penalty 272294.388019 = -118904354.117029
  nChanged 677
Iteration 265Q (82281.620000 sec): 122 clusters
  Score: Raw -119176729.582491 + Penalty 272294.388019 = -118904435.194472
  nChanged 610
Iteration 266Q (82587.180000 sec): 122 clusters
  Score: Raw -119176793.967385 + Penalty 272294.388019 = -118904499.579366
  nChanged 505
Iteration 267Q (82892.940000 sec): 122 clusters
  Score: Raw -119176845.702810 + Penalty 272294.388019 = -118904551.314791
  nChanged 438
Iteration 268Q (83197.910000 sec): 122 clusters
  Score: Raw -119176890.085077 + Penalty 272294.388019 = -118904595.697057
  nChanged 399
Iteration 269Q (83502.980000 sec): 122 clusters
  Score: Raw -119176926.537796 + Penalty 272294.388019 = -118904632.149777
  nChanged 323
Iteration 270Q (83807.740000 sec): 122 clusters
  Score: Raw -119176955.009908 + Penalty 272294.388019 = -118904660.621889
  nChanged 289
Iteration 271Q (84113.530000 sec): 122 clusters
  Score: Raw -119176980.864318 + Penalty 272294.388019 = -118904686.476299
  nChanged 255
Iteration 272Q (84419.400000 sec): 122 clusters
  Score: Raw -119177003.114759 + Penalty 272294.388019 = -118904708.726739
  nChanged 228
Iteration 273Q (84724.310000 sec): 122 clusters
  Score: Raw -119177023.888367 + Penalty 272294.388019 = -118904729.500348
  nChanged 196
Iteration 274Q (85029.360000 sec): 122 clusters
  Score: Raw -119177042.244881 + Penalty 272294.388019 = -118904747.856861
  nChanged 174
Iteration 275Q (85334.370000 sec): 122 clusters
  Score: Raw -119177058.603323 + Penalty 272294.388019 = -118904764.215303
  nChanged 198
Iteration 276Q (85639.400000 sec): 122 clusters
  Score: Raw -119177074.223918 + Penalty 272294.388019 = -118904779.835899
  nChanged 144
Iteration 277Q (85944.480000 sec): 122 clusters
  Score: Raw -119177087.009395 + Penalty 272294.388019 = -118904792.621376
  nChanged 153
Iteration 278Q (86249.160000 sec): 122 clusters
  Score: Raw -119177099.174849 + Penalty 272294.388019 = -118904804.786829
  nChanged 153
Iteration 279Q (86554.900000 sec): 122 clusters
  Score: Raw -119177112.349848 + Penalty 272294.388019 = -118904817.961829
  nChanged 164
Iteration 280F (86985.790000 sec): 122 clusters
  Score: Raw -119177123.714982 + Penalty 272294.388019 = -118904829.326962
  nChanged 145
Iteration 281Q (87291.710000 sec): 122 clusters
  Score: Raw -119177135.009241 + Penalty 272294.388019 = -118904840.621221
  nChanged 144
Iteration 282Q (87597.490000 sec): 122 clusters
  Score: Raw -119177146.259100 + Penalty 272294.388019 = -118904851.871081
  nChanged 131
Iteration 283Q (87903.270000 sec): 122 clusters
  Score: Raw -119177157.932761 + Penalty 272294.388019 = -118904863.544741
  nChanged 130
Iteration 284Q (88209.120000 sec): 122 clusters
  Score: Raw -119177169.598310 + Penalty 272294.388019 = -118904875.210291
  nChanged 119
Iteration 285Q (88514.860000 sec): 122 clusters
  Score: Raw -119177181.175706 + Penalty 272294.388019 = -118904886.787687
  nChanged 116
Iteration 286Q (88820.620000 sec): 122 clusters
  Score: Raw -119177191.891066 + Penalty 272294.388019 = -118904897.503047
  nChanged 107
Iteration 287Q (89125.620000 sec): 122 clusters
  Score: Raw -119177201.809922 + Penalty 272294.388019 = -118904907.421902
  nChanged 105
Iteration 288Q (89431.380000 sec): 122 clusters
  Score: Raw -119177212.317761 + Penalty 272294.388019 = -118904917.929741
  nChanged 102
Iteration 289Q (89736.410000 sec): 122 clusters
  Score: Raw -119177222.556204 + Penalty 272294.388019 = -118904928.168185
  nChanged 94
Iteration 290Q (90042.150000 sec): 122 clusters
  Score: Raw -119177232.435919 + Penalty 272294.388019 = -118904938.047900
  nChanged 109
Iteration 291Q (90347.630000 sec): 122 clusters
  Score: Raw -119177245.627379 + Penalty 272294.388019 = -118904951.239360
  nChanged 136
Iteration 292Q (90653.400000 sec): 122 clusters
  Score: Raw -119177261.476818 + Penalty 272294.388019 = -118904967.088798
  nChanged 147
Iteration 293Q (90959.320000 sec): 122 clusters
  Score: Raw -119177279.676936 + Penalty 272294.388019 = -118904985.288917
  nChanged 132
Iteration 294Q (91264.770000 sec): 122 clusters
  Score: Raw -119177293.594631 + Penalty 272294.388019 = -118904999.206612
  nChanged 131
Iteration 295Q (91569.870000 sec): 122 clusters
  Score: Raw -119177311.043024 + Penalty 272294.388019 = -118905016.655004
  nChanged 139
Iteration 296Q (91874.840000 sec): 122 clusters
  Score: Raw -119177326.178384 + Penalty 272294.388019 = -118905031.790365
  nChanged 130
Iteration 297Q (92179.800000 sec): 122 clusters
  Score: Raw -119177341.674909 + Penalty 272294.388019 = -118905047.286889
  nChanged 135
Iteration 298Q (92484.750000 sec): 122 clusters
  Score: Raw -119177358.340194 + Penalty 272294.388019 = -118905063.952175
  nChanged 144
Writing temp clu file 
Because OldScore, -118905047.286889, is greater than current (better) Score,-118905063.952175 
 Memory request: 0.00 GB would take us to total of 3.81 GB.
Compute initial score before splitting:   Score: Raw -119177358.340194 + Penalty 272294.388019 = -118905063.952175
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 1 (6131 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92485.410000 sec): 2 clusters
  Score: Raw -693198.781521 + Penalty 1417.180887 = -691781.600634
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92485.540000 sec): 3 clusters
  Score: Raw -689870.676989 + Penalty 2834.361773 = -687036.315216
  nChanged 2525
		SP:Iteration 1F (92485.640000 sec): 3 clusters
  Score: Raw -691327.722140 + Penalty 2834.361773 = -688493.360367
  nChanged 481
		SP:Iteration 2F (92485.740000 sec): 3 clusters
  Score: Raw -691594.100633 + Penalty 2834.361773 = -688759.738860
  nChanged 345
		SP:Iteration 3F (92485.840000 sec): 3 clusters
  Score: Raw -691775.466715 + Penalty 2834.361773 = -688941.104942
  nChanged 302
		SP:Iteration 4Q (92485.940000 sec): 3 clusters
  Score: Raw -691924.842706 + Penalty 2834.361773 = -689090.480933
  nChanged 265
		SP:Iteration 5Q (92486.040000 sec): 3 clusters
  Score: Raw -692082.033452 + Penalty 2834.361773 = -689247.671679
  nChanged 255
		SP:Iteration 6Q (92486.140000 sec): 3 clusters
  Score: Raw -692230.848416 + Penalty 2834.361773 = -689396.486643
  nChanged 270
		SP:Iteration 7Q (92486.240000 sec): 3 clusters
  Score: Raw -692376.685039 + Penalty 2834.361773 = -689542.323266
  nChanged 211
		SP:Iteration 8Q (92486.340000 sec): 3 clusters
  Score: Raw -692491.692990 + Penalty 2834.361773 = -689657.331217
  nChanged 197
		SP:Iteration 9Q (92486.440000 sec): 3 clusters
  Score: Raw -692607.087851 + Penalty 2834.361773 = -689772.726078
  nChanged 204
		SP:Iteration 10Q (92486.540000 sec): 3 clusters
  Score: Raw -692717.660053 + Penalty 2834.361773 = -689883.298280
  nChanged 193
		SP:Iteration 11Q (92486.640000 sec): 3 clusters
  Score: Raw -692820.625138 + Penalty 2834.361773 = -689986.263365
  nChanged 168
		SP:Iteration 12Q (92486.740000 sec): 3 clusters
  Score: Raw -692912.842364 + Penalty 2834.361773 = -690078.480591
  nChanged 132
		SP:Iteration 13Q (92486.840000 sec): 3 clusters
  Score: Raw -692987.547428 + Penalty 2834.361773 = -690153.185655
  nChanged 125
		SP:Iteration 14Q (92486.930000 sec): 3 clusters
  Score: Raw -693054.100767 + Penalty 2834.361773 = -690219.738994
  nChanged 118
		SP:Iteration 15Q (92487.030000 sec): 3 clusters
  Score: Raw -693112.838744 + Penalty 2834.361773 = -690278.476971
  nChanged 90
		SP:Iteration 16Q (92487.130000 sec): 3 clusters
  Score: Raw -693154.701894 + Penalty 2834.361773 = -690320.340121
  nChanged 80
		SP:Iteration 17Q (92487.230000 sec): 3 clusters
  Score: Raw -693196.767090 + Penalty 2834.361773 = -690362.405317
  nChanged 78
		SP:Iteration 18Q (92487.330000 sec): 3 clusters
  Score: Raw -693240.499883 + Penalty 2834.361773 = -690406.138110
  nChanged 77
		SP:Iteration 19Q (92487.430000 sec): 3 clusters
  Score: Raw -693277.401880 + Penalty 2834.361773 = -690443.040107
  nChanged 66
		SP:Iteration 20F (92487.520000 sec): 3 clusters
  Score: Raw -693311.102706 + Penalty 2834.361773 = -690476.740933
  nChanged 56
		SP:Iteration 21Q (92487.620000 sec): 3 clusters
  Score: Raw -693345.471319 + Penalty 2834.361773 = -690511.109546
  nChanged 55
		SP:Iteration 22Q (92487.720000 sec): 3 clusters
  Score: Raw -693376.370771 + Penalty 2834.361773 = -690542.008998
  nChanged 45
		SP:Iteration 23Q (92487.820000 sec): 3 clusters
  Score: Raw -693397.530774 + Penalty 2834.361773 = -690563.169001
  nChanged 35
		SP:Iteration 24Q (92487.920000 sec): 3 clusters
  Score: Raw -693418.560362 + Penalty 2834.361773 = -690584.198589
  nChanged 38
		SP:Iteration 25Q (92488.010000 sec): 3 clusters
  Score: Raw -693440.029139 + Penalty 2834.361773 = -690605.667366
  nChanged 25
		SP:Iteration 26Q (92488.110000 sec): 3 clusters
  Score: Raw -693453.985054 + Penalty 2834.361773 = -690619.623281
  nChanged 25
		SP:Iteration 27Q (92488.200000 sec): 3 clusters
  Score: Raw -693468.008139 + Penalty 2834.361773 = -690633.646366
  nChanged 15
		SP:Iteration 28Q (92488.300000 sec): 3 clusters
  Score: Raw -693476.192806 + Penalty 2834.361773 = -690641.831033
  nChanged 13
		SP:Iteration 29Q (92488.400000 sec): 3 clusters
  Score: Raw -693481.596642 + Penalty 2834.361773 = -690647.234869
  nChanged 7
		SP:Iteration 30Q (92488.490000 sec): 3 clusters
  Score: Raw -693486.886208 + Penalty 2834.361773 = -690652.524435
  nChanged 6
		SP:Iteration 31Q (92488.590000 sec): 3 clusters
  Score: Raw -693489.712183 + Penalty 2834.361773 = -690655.350410
  nChanged 6
		SP:Iteration 32Q (92488.680000 sec): 3 clusters
  Score: Raw -693493.658335 + Penalty 2834.361773 = -690659.296562
  nChanged 3
		SP:Iteration 33Q (92488.780000 sec): 3 clusters
  Score: Raw -693495.613003 + Penalty 2834.361773 = -690661.251230
  nChanged 3
		SP:Iteration 34Q (92488.880000 sec): 3 clusters
  Score: Raw -693497.327587 + Penalty 2834.361773 = -690662.965814
  nChanged 2
		SP:Iteration 35Q (92488.970000 sec): 3 clusters
  Score: Raw -693499.054273 + Penalty 2834.361773 = -690664.692500
  nChanged 3
		SP:Iteration 36Q (92489.070000 sec): 3 clusters
  Score: Raw -693501.070104 + Penalty 2834.361773 = -690666.708331
  nChanged 2
		SP:Iteration 37Q (92489.170000 sec): 3 clusters
  Score: Raw -693502.211065 + Penalty 2834.361773 = -690667.849292
  nChanged 1
		SP:Iteration 38Q (92489.260000 sec): 3 clusters
  Score: Raw -693502.531757 + Penalty 2834.361773 = -690668.169984
  nChanged 0
		SP:Iteration 39F (92489.360000 sec): 3 clusters
  Score: Raw -693502.531757 + Penalty 2834.361773 = -690668.169984
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 2 (2615 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92489.430000 sec): 2 clusters
  Score: Raw -312612.420246 + Penalty 1278.715649 = -311333.704597
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92489.480000 sec): 3 clusters
  Score: Raw -311447.289064 + Penalty 2557.431297 = -308889.857766
  nChanged 963
		SP:Iteration 1F (92489.530000 sec): 3 clusters
  Score: Raw -312008.573762 + Penalty 2557.431297 = -309451.142465
  nChanged 220
		SP:Iteration 2F (92489.580000 sec): 3 clusters
  Score: Raw -312167.887740 + Penalty 2557.431297 = -309610.456442
  nChanged 142
		SP:Iteration 3F (92489.630000 sec): 3 clusters
  Score: Raw -312272.860951 + Penalty 2557.431297 = -309715.429654
  nChanged 128
		SP:Iteration 4Q (92489.680000 sec): 3 clusters
  Score: Raw -312389.575158 + Penalty 2557.431297 = -309832.143861
  nChanged 119
		SP:Iteration 5Q (92489.720000 sec): 3 clusters
  Score: Raw -312490.504015 + Penalty 2557.431297 = -309933.072717
  nChanged 103
		SP:Iteration 6Q (92489.770000 sec): 3 clusters
  Score: Raw -312585.220362 + Penalty 2557.431297 = -310027.789065
  nChanged 99
		SP:Iteration 7Q (92489.820000 sec): 3 clusters
  Score: Raw -312699.187391 + Penalty 2557.431297 = -310141.756094
  nChanged 95
		SP:Iteration 8Q (92489.860000 sec): 3 clusters
  Score: Raw -312814.111830 + Penalty 2557.431297 = -310256.680533
  nChanged 108
		SP:Iteration 9Q (92489.910000 sec): 3 clusters
  Score: Raw -312925.206490 + Penalty 2557.431297 = -310367.775192
  nChanged 96
		SP:Iteration 10Q (92489.960000 sec): 3 clusters
  Score: Raw -313022.711456 + Penalty 2557.431297 = -310465.280158
  nChanged 97
		SP:Iteration 11Q (92490.010000 sec): 3 clusters
  Score: Raw -313119.421366 + Penalty 2557.431297 = -310561.990068
  nChanged 77
		SP:Iteration 12Q (92490.050000 sec): 3 clusters
  Score: Raw -313189.855058 + Penalty 2557.431297 = -310632.423761
  nChanged 54
		SP:Iteration 13Q (92490.100000 sec): 3 clusters
  Score: Raw -313242.881030 + Penalty 2557.431297 = -310685.449733
  nChanged 57
		SP:Iteration 14Q (92490.140000 sec): 3 clusters
  Score: Raw -313287.085543 + Penalty 2557.431297 = -310729.654246
  nChanged 43
		SP:Iteration 15Q (92490.190000 sec): 3 clusters
  Score: Raw -313319.935525 + Penalty 2557.431297 = -310762.504228
  nChanged 33
		SP:Iteration 16Q (92490.240000 sec): 3 clusters
  Score: Raw -313340.793114 + Penalty 2557.431297 = -310783.361816
  nChanged 20
		SP:Iteration 17Q (92490.280000 sec): 3 clusters
  Score: Raw -313351.773157 + Penalty 2557.431297 = -310794.341860
  nChanged 18
		SP:Iteration 18Q (92490.330000 sec): 3 clusters
  Score: Raw -313360.837558 + Penalty 2557.431297 = -310803.406261
  nChanged 17
		SP:Iteration 19Q (92490.380000 sec): 3 clusters
  Score: Raw -313368.888691 + Penalty 2557.431297 = -310811.457394
  nChanged 11
		SP:Iteration 20F (92490.420000 sec): 3 clusters
  Score: Raw -313374.547889 + Penalty 2557.431297 = -310817.116592
  nChanged 11
		SP:Iteration 21Q (92490.470000 sec): 3 clusters
  Score: Raw -313383.080393 + Penalty 2557.431297 = -310825.649095
  nChanged 14
		SP:Iteration 22Q (92490.520000 sec): 3 clusters
  Score: Raw -313394.597975 + Penalty 2557.431297 = -310837.166678
  nChanged 23
		SP:Iteration 23Q (92490.560000 sec): 3 clusters
  Score: Raw -313415.880798 + Penalty 2557.431297 = -310858.449500
  nChanged 21
		SP:Iteration 24Q (92490.610000 sec): 3 clusters
  Score: Raw -313433.209658 + Penalty 2557.431297 = -310875.778361
  nChanged 24
		SP:Iteration 25Q (92490.660000 sec): 3 clusters
  Score: Raw -313464.042408 + Penalty 2557.431297 = -310906.611110
  nChanged 27
		SP:Iteration 26Q (92490.710000 sec): 3 clusters
  Score: Raw -313490.252334 + Penalty 2557.431297 = -310932.821037
  nChanged 23
		SP:Iteration 27Q (92490.750000 sec): 3 clusters
  Score: Raw -313509.586264 + Penalty 2557.431297 = -310952.154967
  nChanged 30
		SP:Iteration 28Q (92490.800000 sec): 3 clusters
  Score: Raw -313535.113303 + Penalty 2557.431297 = -310977.682005
  nChanged 29
		SP:Iteration 29Q (92490.850000 sec): 3 clusters
  Score: Raw -313555.072723 + Penalty 2557.431297 = -310997.641426
  nChanged 23
		SP:Iteration 30Q (92490.890000 sec): 3 clusters
  Score: Raw -313577.470890 + Penalty 2557.431297 = -311020.039593
  nChanged 31
		SP:Iteration 31Q (92490.940000 sec): 3 clusters
  Score: Raw -313603.604270 + Penalty 2557.431297 = -311046.172973
  nChanged 23
		SP:Iteration 32Q (92490.980000 sec): 3 clusters
  Score: Raw -313625.402006 + Penalty 2557.431297 = -311067.970708
  nChanged 17
		SP:Iteration 33Q (92491.030000 sec): 3 clusters
  Score: Raw -313640.501935 + Penalty 2557.431297 = -311083.070638
  nChanged 19
		SP:Iteration 34Q (92491.070000 sec): 3 clusters
  Score: Raw -313656.137294 + Penalty 2557.431297 = -311098.705997
  nChanged 16
		SP:Iteration 35Q (92491.110000 sec): 3 clusters
  Score: Raw -313665.522034 + Penalty 2557.431297 = -311108.090736
  nChanged 8
		SP:Iteration 36Q (92491.160000 sec): 3 clusters
  Score: Raw -313667.871397 + Penalty 2557.431297 = -311110.440099
  nChanged 2
		SP:Iteration 37Q (92491.210000 sec): 3 clusters
  Score: Raw -313668.692841 + Penalty 2557.431297 = -311111.261544
  nChanged 2
		SP:Iteration 38Q (92491.250000 sec): 3 clusters
  Score: Raw -313669.888847 + Penalty 2557.431297 = -311112.457550
  nChanged 3
		SP:Iteration 39Q (92491.300000 sec): 3 clusters
  Score: Raw -313671.963079 + Penalty 2557.431297 = -311114.531782
  nChanged 1
		SP:Iteration 40F (92491.350000 sec): 3 clusters
  Score: Raw -313672.345840 + Penalty 2557.431297 = -311114.914543
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 3 (21704 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92491.600000 sec): 2 clusters
  Score: Raw -2504384.507134 + Penalty 1622.603426 = -2502761.903707
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92491.870000 sec): 3 clusters
  Score: Raw -2491329.053790 + Penalty 3245.206853 = -2488083.846937
  nChanged 9882
		SP:Iteration 1F (92492.130000 sec): 3 clusters
  Score: Raw -2497079.433956 + Penalty 3245.206853 = -2493834.227103
  nChanged 1501
		SP:Iteration 2F (92492.420000 sec): 3 clusters
  Score: Raw -2498194.451522 + Penalty 3245.206853 = -2494949.244669
  nChanged 1620
		SP:Iteration 3F (92492.680000 sec): 3 clusters
  Score: Raw -2499523.679070 + Penalty 3245.206853 = -2496278.472218
  nChanged 1740
		SP:Iteration 4F (92492.960000 sec): 3 clusters
  Score: Raw -2500768.316980 + Penalty 3245.206853 = -2497523.110128
  nChanged 1500
		SP:Iteration 5F (92493.250000 sec): 3 clusters
  Score: Raw -2501706.556124 + Penalty 3245.206853 = -2498461.349271
  nChanged 1205
		SP:Iteration 6F (92493.540000 sec): 3 clusters
  Score: Raw -2502344.104847 + Penalty 3245.206853 = -2499098.897994
  nChanged 874
		SP:Iteration 7Q (92493.800000 sec): 3 clusters
  Score: Raw -2502755.446797 + Penalty 3245.206853 = -2499510.239944
  nChanged 702
		SP:Iteration 8Q (92494.080000 sec): 3 clusters
  Score: Raw -2503081.207398 + Penalty 3245.206853 = -2499836.000546
  nChanged 564
		SP:Iteration 9Q (92494.360000 sec): 3 clusters
  Score: Raw -2503328.122085 + Penalty 3245.206853 = -2500082.915232
  nChanged 437
		SP:Iteration 10Q (92494.650000 sec): 3 clusters
  Score: Raw -2503506.162080 + Penalty 3245.206853 = -2500260.955227
  nChanged 369
		SP:Iteration 11Q (92494.930000 sec): 3 clusters
  Score: Raw -2503631.092851 + Penalty 3245.206853 = -2500385.885998
  nChanged 297
		SP:Iteration 12Q (92495.210000 sec): 3 clusters
  Score: Raw -2503715.856029 + Penalty 3245.206853 = -2500470.649177
  nChanged 271
		SP:Iteration 13Q (92495.490000 sec): 3 clusters
  Score: Raw -2503799.230607 + Penalty 3245.206853 = -2500554.023755
  nChanged 240
		SP:Iteration 14Q (92495.770000 sec): 3 clusters
  Score: Raw -2503873.314546 + Penalty 3245.206853 = -2500628.107694
  nChanged 255
		SP:Iteration 15Q (92496.050000 sec): 3 clusters
  Score: Raw -2503955.662644 + Penalty 3245.206853 = -2500710.455792
  nChanged 247
		SP:Iteration 16Q (92496.330000 sec): 3 clusters
  Score: Raw -2504036.672304 + Penalty 3245.206853 = -2500791.465451
  nChanged 241
		SP:Iteration 17Q (92496.610000 sec): 3 clusters
  Score: Raw -2504121.803628 + Penalty 3245.206853 = -2500876.596775
  nChanged 250
		SP:Iteration 18Q (92496.890000 sec): 3 clusters
  Score: Raw -2504210.783169 + Penalty 3245.206853 = -2500965.576316
  nChanged 240
		SP:Iteration 19Q (92497.170000 sec): 3 clusters
  Score: Raw -2504299.209711 + Penalty 3245.206853 = -2501054.002859
  nChanged 239
		SP:Iteration 20F (92497.460000 sec): 3 clusters
  Score: Raw -2504395.459181 + Penalty 3245.206853 = -2501150.252328
  nChanged 230
		SP:Iteration 21Q (92497.740000 sec): 3 clusters
  Score: Raw -2504488.524747 + Penalty 3245.206853 = -2501243.317894
  nChanged 217
		SP:Iteration 22Q (92498.010000 sec): 3 clusters
  Score: Raw -2504577.673638 + Penalty 3245.206853 = -2501332.466786
  nChanged 196
		SP:Iteration 23Q (92498.290000 sec): 3 clusters
  Score: Raw -2504653.632146 + Penalty 3245.206853 = -2501408.425293
  nChanged 191
		SP:Iteration 24Q (92498.570000 sec): 3 clusters
  Score: Raw -2504737.308032 + Penalty 3245.206853 = -2501492.101179
  nChanged 176
		SP:Iteration 25Q (92498.810000 sec): 3 clusters
  Score: Raw -2504798.827222 + Penalty 3245.206853 = -2501553.620369
  nChanged 140
		SP:Iteration 26Q (92499.100000 sec): 3 clusters
  Score: Raw -2504835.981743 + Penalty 3245.206853 = -2501590.774890
  nChanged 124
		SP:Iteration 27Q (92499.390000 sec): 3 clusters
  Score: Raw -2504873.944880 + Penalty 3245.206853 = -2501628.738027
  nChanged 125
		SP:Iteration 28Q (92499.670000 sec): 3 clusters
  Score: Raw -2504912.862800 + Penalty 3245.206853 = -2501667.655947
  nChanged 116
		SP:Iteration 29Q (92499.950000 sec): 3 clusters
  Score: Raw -2504943.208120 + Penalty 3245.206853 = -2501698.001268
  nChanged 92
		SP:Iteration 30Q (92500.230000 sec): 3 clusters
  Score: Raw -2504967.303511 + Penalty 3245.206853 = -2501722.096658
  nChanged 89
		SP:Iteration 31Q (92500.520000 sec): 3 clusters
  Score: Raw -2504987.196978 + Penalty 3245.206853 = -2501741.990125
  nChanged 75
		SP:Iteration 32Q (92500.800000 sec): 3 clusters
  Score: Raw -2505002.432221 + Penalty 3245.206853 = -2501757.225369
  nChanged 51
		SP:Iteration 33Q (92501.080000 sec): 3 clusters
  Score: Raw -2505011.133872 + Penalty 3245.206853 = -2501765.927020
  nChanged 45
		SP:Iteration 34Q (92501.360000 sec): 3 clusters
  Score: Raw -2505019.451026 + Penalty 3245.206853 = -2501774.244173
  nChanged 47
		SP:Iteration 35Q (92501.640000 sec): 3 clusters
  Score: Raw -2505027.664816 + Penalty 3245.206853 = -2501782.457963
  nChanged 44
		SP:Iteration 36Q (92501.920000 sec): 3 clusters
  Score: Raw -2505037.747390 + Penalty 3245.206853 = -2501792.540538
  nChanged 38
		SP:Iteration 37Q (92502.200000 sec): 3 clusters
  Score: Raw -2505045.544512 + Penalty 3245.206853 = -2501800.337660
  nChanged 37
		SP:Iteration 38Q (92502.480000 sec): 3 clusters
  Score: Raw -2505053.987675 + Penalty 3245.206853 = -2501808.780822
  nChanged 39
		SP:Iteration 39Q (92502.760000 sec): 3 clusters
  Score: Raw -2505062.030116 + Penalty 3245.206853 = -2501816.823263
  nChanged 42
		SP:Iteration 40F (92503.060000 sec): 3 clusters
  Score: Raw -2505069.431104 + Penalty 3245.206853 = -2501824.224251
  nChanged 23
		SP:Iteration 41Q (92503.340000 sec): 3 clusters
  Score: Raw -2505073.184582 + Penalty 3245.206853 = -2501827.977729
  nChanged 29
		SP:Iteration 42Q (92503.620000 sec): 3 clusters
  Score: Raw -2505079.962185 + Penalty 3245.206853 = -2501834.755333
  nChanged 28
		SP:Iteration 43Q (92503.900000 sec): 3 clusters
  Score: Raw -2505084.343161 + Penalty 3245.206853 = -2501839.136309
  nChanged 14
		SP:Iteration 44Q (92504.180000 sec): 3 clusters
  Score: Raw -2505086.234531 + Penalty 3245.206853 = -2501841.027678
  nChanged 15
		SP:Iteration 45Q (92504.460000 sec): 3 clusters
  Score: Raw -2505088.737183 + Penalty 3245.206853 = -2501843.530331
  nChanged 15
		SP:Iteration 46Q (92504.740000 sec): 3 clusters
  Score: Raw -2505091.423199 + Penalty 3245.206853 = -2501846.216347
  nChanged 17
		SP:Iteration 47Q (92505.020000 sec): 3 clusters
  Score: Raw -2505094.292976 + Penalty 3245.206853 = -2501849.086123
  nChanged 12
		SP:Iteration 48Q (92505.300000 sec): 3 clusters
  Score: Raw -2505096.308461 + Penalty 3245.206853 = -2501851.101608
  nChanged 13
		SP:Iteration 49Q (92505.570000 sec): 3 clusters
  Score: Raw -2505099.063783 + Penalty 3245.206853 = -2501853.856930
  nChanged 14
		SP:Iteration 50Q (92505.820000 sec): 3 clusters
  Score: Raw -2505101.551973 + Penalty 3245.206853 = -2501856.345120
  nChanged 15
		SP:Iteration 51Q (92506.060000 sec): 3 clusters
  Score: Raw -2505103.954151 + Penalty 3245.206853 = -2501858.747299
  nChanged 10
		SP:Iteration 52Q (92506.300000 sec): 3 clusters
  Score: Raw -2505105.440084 + Penalty 3245.206853 = -2501860.233232
  nChanged 12
		SP:Iteration 53Q (92506.580000 sec): 3 clusters
  Score: Raw -2505107.532552 + Penalty 3245.206853 = -2501862.325699
  nChanged 16
		SP:Iteration 54Q (92506.860000 sec): 3 clusters
  Score: Raw -2505109.870310 + Penalty 3245.206853 = -2501864.663457
  nChanged 9
		SP:Iteration 55Q (92507.140000 sec): 3 clusters
  Score: Raw -2505111.026432 + Penalty 3245.206853 = -2501865.819579
  nChanged 7
		SP:Iteration 56Q (92507.420000 sec): 3 clusters
  Score: Raw -2505111.849026 + Penalty 3245.206853 = -2501866.642174
  nChanged 11
		SP:Iteration 57Q (92507.690000 sec): 3 clusters
  Score: Raw -2505113.290252 + Penalty 3245.206853 = -2501868.083399
  nChanged 10
		SP:Iteration 58Q (92507.930000 sec): 3 clusters
  Score: Raw -2505115.148661 + Penalty 3245.206853 = -2501869.941808
  nChanged 13
		SP:Iteration 59Q (92508.180000 sec): 3 clusters
  Score: Raw -2505117.915295 + Penalty 3245.206853 = -2501872.708442
  nChanged 21
		SP:Iteration 60F (92508.440000 sec): 3 clusters
  Score: Raw -2505122.661718 + Penalty 3245.206853 = -2501877.454865
  nChanged 14
		SP:Iteration 61Q (92508.720000 sec): 3 clusters
  Score: Raw -2505125.263044 + Penalty 3245.206853 = -2501880.056191
  nChanged 14
		SP:Iteration 62Q (92509.000000 sec): 3 clusters
  Score: Raw -2505127.891868 + Penalty 3245.206853 = -2501882.685015
  nChanged 14
		SP:Iteration 63Q (92509.280000 sec): 3 clusters
  Score: Raw -2505129.831668 + Penalty 3245.206853 = -2501884.624815
  nChanged 13
		SP:Iteration 64Q (92509.560000 sec): 3 clusters
  Score: Raw -2505131.733962 + Penalty 3245.206853 = -2501886.527110
  nChanged 7
		SP:Iteration 65Q (92509.840000 sec): 3 clusters
  Score: Raw -2505133.514520 + Penalty 3245.206853 = -2501888.307667
  nChanged 6
		SP:Iteration 66Q (92510.110000 sec): 3 clusters
  Score: Raw -2505134.988347 + Penalty 3245.206853 = -2501889.781495
  nChanged 13
		SP:Iteration 67Q (92510.390000 sec): 3 clusters
  Score: Raw -2505137.679033 + Penalty 3245.206853 = -2501892.472180
  nChanged 10
		SP:Iteration 68Q (92510.670000 sec): 3 clusters
  Score: Raw -2505139.594821 + Penalty 3245.206853 = -2501894.387968
  nChanged 8
		SP:Iteration 69Q (92510.940000 sec): 3 clusters
  Score: Raw -2505140.553387 + Penalty 3245.206853 = -2501895.346535
  nChanged 6
		SP:Iteration 70Q (92511.190000 sec): 3 clusters
  Score: Raw -2505141.935652 + Penalty 3245.206853 = -2501896.728799
  nChanged 9
		SP:Iteration 71Q (92511.430000 sec): 3 clusters
  Score: Raw -2505143.257541 + Penalty 3245.206853 = -2501898.050689
  nChanged 4
		SP:Iteration 72Q (92511.670000 sec): 3 clusters
  Score: Raw -2505143.715122 + Penalty 3245.206853 = -2501898.508270
  nChanged 2
		SP:Iteration 73Q (92511.940000 sec): 3 clusters
  Score: Raw -2505144.113941 + Penalty 3245.206853 = -2501898.907088
  nChanged 2
		SP:Iteration 74Q (92512.220000 sec): 3 clusters
  Score: Raw -2505144.558018 + Penalty 3245.206853 = -2501899.351166
  nChanged 3
		SP:Iteration 75Q (92512.500000 sec): 3 clusters
  Score: Raw -2505144.817231 + Penalty 3245.206853 = -2501899.610379
  nChanged 3
		SP:Iteration 76Q (92512.780000 sec): 3 clusters
  Score: Raw -2505145.235497 + Penalty 3245.206853 = -2501900.028644
  nChanged 2
		SP:Iteration 77Q (92513.050000 sec): 3 clusters
  Score: Raw -2505145.619651 + Penalty 3245.206853 = -2501900.412798
  nChanged 4
		SP:Iteration 78Q (92513.300000 sec): 3 clusters
  Score: Raw -2505146.399124 + Penalty 3245.206853 = -2501901.192272
  nChanged 1
		SP:Iteration 79Q (92513.560000 sec): 3 clusters
  Score: Raw -2505146.465966 + Penalty 3245.206853 = -2501901.259113
  nChanged 1
		SP:Iteration 80F (92513.850000 sec): 3 clusters
  Score: Raw -2505146.585895 + Penalty 3245.206853 = -2501901.379043
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 4 (4906 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92513.930000 sec): 2 clusters
  Score: Raw -570557.969602 + Penalty 1380.959812 = -569177.009790
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92514.050000 sec): 3 clusters
  Score: Raw -568078.650525 + Penalty 2761.919623 = -565316.730902
  nChanged 1958
		SP:Iteration 1F (92514.130000 sec): 3 clusters
  Score: Raw -569307.928842 + Penalty 2761.919623 = -566546.009219
  nChanged 378
		SP:Iteration 2F (92514.220000 sec): 3 clusters
  Score: Raw -569583.433339 + Penalty 2761.919623 = -566821.513716
  nChanged 315
		SP:Iteration 3F (92514.310000 sec): 3 clusters
  Score: Raw -569820.730554 + Penalty 2761.919623 = -567058.810931
  nChanged 269
		SP:Iteration 4F (92514.400000 sec): 3 clusters
  Score: Raw -569997.396267 + Penalty 2761.919623 = -567235.476644
  nChanged 222
		SP:Iteration 5Q (92514.490000 sec): 3 clusters
  Score: Raw -570116.012587 + Penalty 2761.919623 = -567354.092964
  nChanged 165
		SP:Iteration 6Q (92514.570000 sec): 3 clusters
  Score: Raw -570198.828838 + Penalty 2761.919623 = -567436.909215
  nChanged 135
		SP:Iteration 7Q (92514.660000 sec): 3 clusters
  Score: Raw -570278.812915 + Penalty 2761.919623 = -567516.893291
  nChanged 142
		SP:Iteration 8Q (92514.750000 sec): 3 clusters
  Score: Raw -570369.158210 + Penalty 2761.919623 = -567607.238587
  nChanged 151
		SP:Iteration 9Q (92514.830000 sec): 3 clusters
  Score: Raw -570451.690640 + Penalty 2761.919623 = -567689.771017
  nChanged 133
		SP:Iteration 10Q (92514.920000 sec): 3 clusters
  Score: Raw -570513.027028 + Penalty 2761.919623 = -567751.107404
  nChanged 112
		SP:Iteration 11Q (92515.010000 sec): 3 clusters
  Score: Raw -570564.461655 + Penalty 2761.919623 = -567802.542032
  nChanged 100
		SP:Iteration 12Q (92515.090000 sec): 3 clusters
  Score: Raw -570616.293835 + Penalty 2761.919623 = -567854.374212
  nChanged 111
		SP:Iteration 13Q (92515.180000 sec): 3 clusters
  Score: Raw -570673.245615 + Penalty 2761.919623 = -567911.325992
  nChanged 119
		SP:Iteration 14Q (92515.270000 sec): 3 clusters
  Score: Raw -570751.755358 + Penalty 2761.919623 = -567989.835735
  nChanged 128
		SP:Iteration 15Q (92515.350000 sec): 3 clusters
  Score: Raw -570832.123076 + Penalty 2761.919623 = -568070.203453
  nChanged 125
		SP:Iteration 16Q (92515.440000 sec): 3 clusters
  Score: Raw -570899.290975 + Penalty 2761.919623 = -568137.371351
  nChanged 119
		SP:Iteration 17Q (92515.530000 sec): 3 clusters
  Score: Raw -570976.749525 + Penalty 2761.919623 = -568214.829902
  nChanged 104
		SP:Iteration 18Q (92515.610000 sec): 3 clusters
  Score: Raw -571033.352154 + Penalty 2761.919623 = -568271.432531
  nChanged 92
		SP:Iteration 19Q (92515.700000 sec): 3 clusters
  Score: Raw -571088.637680 + Penalty 2761.919623 = -568326.718057
  nChanged 98
		SP:Iteration 20F (92515.790000 sec): 3 clusters
  Score: Raw -571149.448964 + Penalty 2761.919623 = -568387.529341
  nChanged 77
		SP:Iteration 21Q (92515.870000 sec): 3 clusters
  Score: Raw -571199.413956 + Penalty 2761.919623 = -568437.494333
  nChanged 74
		SP:Iteration 22Q (92515.960000 sec): 3 clusters
  Score: Raw -571247.363154 + Penalty 2761.919623 = -568485.443531
  nChanged 72
		SP:Iteration 23Q (92516.050000 sec): 3 clusters
  Score: Raw -571299.605951 + Penalty 2761.919623 = -568537.686328
  nChanged 63
		SP:Iteration 24Q (92516.130000 sec): 3 clusters
  Score: Raw -571344.691644 + Penalty 2761.919623 = -568582.772020
  nChanged 55
		SP:Iteration 25Q (92516.220000 sec): 3 clusters
  Score: Raw -571393.771321 + Penalty 2761.919623 = -568631.851698
  nChanged 54
		SP:Iteration 26Q (92516.310000 sec): 3 clusters
  Score: Raw -571438.309663 + Penalty 2761.919623 = -568676.390040
  nChanged 47
		SP:Iteration 27Q (92516.390000 sec): 3 clusters
  Score: Raw -571471.207448 + Penalty 2761.919623 = -568709.287825
  nChanged 41
		SP:Iteration 28Q (92516.480000 sec): 3 clusters
  Score: Raw -571492.733178 + Penalty 2761.919623 = -568730.813555
  nChanged 27
		SP:Iteration 29Q (92516.560000 sec): 3 clusters
  Score: Raw -571506.468215 + Penalty 2761.919623 = -568744.548591
  nChanged 19
		SP:Iteration 30Q (92516.650000 sec): 3 clusters
  Score: Raw -571513.585220 + Penalty 2761.919623 = -568751.665597
  nChanged 18
		SP:Iteration 31Q (92516.730000 sec): 3 clusters
  Score: Raw -571520.514145 + Penalty 2761.919623 = -568758.594522
  nChanged 9
		SP:Iteration 32Q (92516.820000 sec): 3 clusters
  Score: Raw -571523.217248 + Penalty 2761.919623 = -568761.297625
  nChanged 4
		SP:Iteration 33Q (92516.910000 sec): 3 clusters
  Score: Raw -571524.528448 + Penalty 2761.919623 = -568762.608825
  nChanged 3
		SP:Iteration 34Q (92516.990000 sec): 3 clusters
  Score: Raw -571525.421303 + Penalty 2761.919623 = -568763.501680
  nChanged 7
		SP:Iteration 35Q (92517.080000 sec): 3 clusters
  Score: Raw -571527.422313 + Penalty 2761.919623 = -568765.502690
  nChanged 5
		SP:Iteration 36Q (92517.160000 sec): 3 clusters
  Score: Raw -571528.969781 + Penalty 2761.919623 = -568767.050157
  nChanged 3
		SP:Iteration 37Q (92517.250000 sec): 3 clusters
  Score: Raw -571529.588244 + Penalty 2761.919623 = -568767.668621
  nChanged 1
		SP:Iteration 38Q (92517.330000 sec): 3 clusters
  Score: Raw -571530.039256 + Penalty 2761.919623 = -568768.119633
  nChanged 4
		SP:Iteration 39Q (92517.420000 sec): 3 clusters
  Score: Raw -571531.815008 + Penalty 2761.919623 = -568769.895385
  nChanged 5
		SP:Iteration 40F (92517.510000 sec): 3 clusters
  Score: Raw -571532.802060 + Penalty 2761.919623 = -568770.882437
  nChanged 3
		SP:Iteration 41Q (92517.590000 sec): 3 clusters
  Score: Raw -571533.898255 + Penalty 2761.919623 = -568771.978632
  nChanged 3
		SP:Iteration 42Q (92517.670000 sec): 3 clusters
  Score: Raw -571534.633316 + Penalty 2761.919623 = -568772.713693
  nChanged 2
		SP:Iteration 43Q (92517.760000 sec): 3 clusters
  Score: Raw -571535.642115 + Penalty 2761.919623 = -568773.722492
  nChanged 1
		SP:Iteration 44Q (92517.850000 sec): 3 clusters
  Score: Raw -571535.915893 + Penalty 2761.919623 = -568773.996269
  nChanged 0
		SP:Iteration 45F (92517.930000 sec): 3 clusters
  Score: Raw -571535.915893 + Penalty 2761.919623 = -568773.996269
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 5 (1937 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92518.000000 sec): 2 clusters
  Score: Raw -243467.426141 + Penalty 1229.945545 = -242237.480596
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92518.040000 sec): 3 clusters
  Score: Raw -242680.083451 + Penalty 2459.891091 = -240220.192361
  nChanged 657
		SP:Iteration 1F (92518.070000 sec): 3 clusters
  Score: Raw -243097.206757 + Penalty 2459.891091 = -240637.315667
  nChanged 151
		SP:Iteration 2F (92518.110000 sec): 3 clusters
  Score: Raw -243219.462506 + Penalty 2459.891091 = -240759.571415
  nChanged 103
		SP:Iteration 3F (92518.150000 sec): 3 clusters
  Score: Raw -243299.862557 + Penalty 2459.891091 = -240839.971467
  nChanged 77
		SP:Iteration 4Q (92518.190000 sec): 3 clusters
  Score: Raw -243350.757981 + Penalty 2459.891091 = -240890.866890
  nChanged 47
		SP:Iteration 5Q (92518.230000 sec): 3 clusters
  Score: Raw -243377.342203 + Penalty 2459.891091 = -240917.451112
  nChanged 34
		SP:Iteration 6Q (92518.260000 sec): 3 clusters
  Score: Raw -243393.427397 + Penalty 2459.891091 = -240933.536307
  nChanged 18
		SP:Iteration 7Q (92518.300000 sec): 3 clusters
  Score: Raw -243404.087457 + Penalty 2459.891091 = -240944.196366
  nChanged 14
		SP:Iteration 8Q (92518.340000 sec): 3 clusters
  Score: Raw -243409.911049 + Penalty 2459.891091 = -240950.019958
  nChanged 7
		SP:Iteration 9Q (92518.370000 sec): 3 clusters
  Score: Raw -243414.957164 + Penalty 2459.891091 = -240955.066073
  nChanged 9
		SP:Iteration 10Q (92518.410000 sec): 3 clusters
  Score: Raw -243417.499873 + Penalty 2459.891091 = -240957.608782
  nChanged 6
		SP:Iteration 11Q (92518.450000 sec): 3 clusters
  Score: Raw -243419.815229 + Penalty 2459.891091 = -240959.924139
  nChanged 5
		SP:Iteration 12Q (92518.490000 sec): 3 clusters
  Score: Raw -243421.562143 + Penalty 2459.891091 = -240961.671053
  nChanged 1
		SP:Iteration 13Q (92518.530000 sec): 3 clusters
  Score: Raw -243421.926032 + Penalty 2459.891091 = -240962.034941
  nChanged 1
		SP:Iteration 14Q (92518.560000 sec): 3 clusters
  Score: Raw -243422.735843 + Penalty 2459.891091 = -240962.844752
  nChanged 2
		SP:Iteration 15Q (92518.600000 sec): 3 clusters
  Score: Raw -243423.120183 + Penalty 2459.891091 = -240963.229092
  nChanged 0
		SP:Iteration 16F (92518.640000 sec): 3 clusters
  Score: Raw -243423.120183 + Penalty 2459.891091 = -240963.229092
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 6 (2101 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92518.700000 sec): 2 clusters
  Score: Raw -223416.647543 + Penalty 1243.152414 = -222173.495129
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92518.740000 sec): 3 clusters
  Score: Raw -222526.155927 + Penalty 2486.304828 = -220039.851099
  nChanged 755
		SP:Iteration 1F (92518.790000 sec): 3 clusters
  Score: Raw -223104.301420 + Penalty 2486.304828 = -220617.996593
  nChanged 210
		SP:Iteration 2F (92518.830000 sec): 3 clusters
  Score: Raw -223345.781442 + Penalty 2486.304828 = -220859.476614
  nChanged 180
		SP:Iteration 3F (92518.870000 sec): 3 clusters
  Score: Raw -223569.809052 + Penalty 2486.304828 = -221083.504224
  nChanged 145
		SP:Iteration 4F (92518.910000 sec): 3 clusters
  Score: Raw -223727.692740 + Penalty 2486.304828 = -221241.387912
  nChanged 90
		SP:Iteration 5Q (92518.950000 sec): 3 clusters
  Score: Raw -223807.057583 + Penalty 2486.304828 = -221320.752755
  nChanged 64
		SP:Iteration 6Q (92518.990000 sec): 3 clusters
  Score: Raw -223859.202587 + Penalty 2486.304828 = -221372.897760
  nChanged 49
		SP:Iteration 7Q (92519.030000 sec): 3 clusters
  Score: Raw -223904.034854 + Penalty 2486.304828 = -221417.730026
  nChanged 37
		SP:Iteration 8Q (92519.070000 sec): 3 clusters
  Score: Raw -223929.010079 + Penalty 2486.304828 = -221442.705251
  nChanged 29
		SP:Iteration 9Q (92519.110000 sec): 3 clusters
  Score: Raw -223948.209332 + Penalty 2486.304828 = -221461.904504
  nChanged 27
		SP:Iteration 10Q (92519.150000 sec): 3 clusters
  Score: Raw -223967.370132 + Penalty 2486.304828 = -221481.065305
  nChanged 24
		SP:Iteration 11Q (92519.190000 sec): 3 clusters
  Score: Raw -223983.435015 + Penalty 2486.304828 = -221497.130187
  nChanged 17
		SP:Iteration 12Q (92519.230000 sec): 3 clusters
  Score: Raw -223999.150759 + Penalty 2486.304828 = -221512.845932
  nChanged 21
		SP:Iteration 13Q (92519.270000 sec): 3 clusters
  Score: Raw -224015.191232 + Penalty 2486.304828 = -221528.886405
  nChanged 16
		SP:Iteration 14Q (92519.310000 sec): 3 clusters
  Score: Raw -224028.102930 + Penalty 2486.304828 = -221541.798102
  nChanged 14
		SP:Iteration 15Q (92519.350000 sec): 3 clusters
  Score: Raw -224041.332367 + Penalty 2486.304828 = -221555.027540
  nChanged 13
		SP:Iteration 16Q (92519.390000 sec): 3 clusters
  Score: Raw -224050.733492 + Penalty 2486.304828 = -221564.428664
  nChanged 13
		SP:Iteration 17Q (92519.430000 sec): 3 clusters
  Score: Raw -224061.086808 + Penalty 2486.304828 = -221574.781981
  nChanged 9
		SP:Iteration 18Q (92519.470000 sec): 3 clusters
  Score: Raw -224065.705285 + Penalty 2486.304828 = -221579.400457
  nChanged 6
		SP:Iteration 19Q (92519.510000 sec): 3 clusters
  Score: Raw -224071.053520 + Penalty 2486.304828 = -221584.748692
  nChanged 5
		SP:Iteration 20F (92519.550000 sec): 3 clusters
  Score: Raw -224074.138401 + Penalty 2486.304828 = -221587.833573
  nChanged 3
		SP:Iteration 21Q (92519.590000 sec): 3 clusters
  Score: Raw -224075.355722 + Penalty 2486.304828 = -221589.050894
  nChanged 1
		SP:Iteration 22Q (92519.630000 sec): 3 clusters
  Score: Raw -224076.461477 + Penalty 2486.304828 = -221590.156649
  nChanged 1
		SP:Iteration 23Q (92519.670000 sec): 3 clusters
  Score: Raw -224076.827603 + Penalty 2486.304828 = -221590.522775
  nChanged 0
		SP:Iteration 24F (92519.710000 sec): 3 clusters
  Score: Raw -224076.827603 + Penalty 2486.304828 = -221590.522775
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 7 (9999 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92519.850000 sec): 2 clusters
  Score: Raw -1165046.029012 + Penalty 1496.664060 = -1163549.364953
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92520.010000 sec): 3 clusters
  Score: Raw -1159438.695747 + Penalty 2993.328119 = -1156445.367628
  nChanged 4352
		SP:Iteration 1F (92520.160000 sec): 3 clusters
  Score: Raw -1162222.382096 + Penalty 2993.328119 = -1159229.053977
  nChanged 936
		SP:Iteration 2F (92520.310000 sec): 3 clusters
  Score: Raw -1163039.806519 + Penalty 2993.328119 = -1160046.478400
  nChanged 885
		SP:Iteration 3F (92520.450000 sec): 3 clusters
  Score: Raw -1163779.232662 + Penalty 2993.328119 = -1160785.904542
  nChanged 735
		SP:Iteration 4F (92520.610000 sec): 3 clusters
  Score: Raw -1164260.174553 + Penalty 2993.328119 = -1161266.846434
  nChanged 492
		SP:Iteration 5Q (92520.800000 sec): 3 clusters
  Score: Raw -1164522.313364 + Penalty 2993.328119 = -1161528.985245
  nChanged 367
		SP:Iteration 6Q (92520.950000 sec): 3 clusters
  Score: Raw -1164721.638460 + Penalty 2993.328119 = -1161728.310341
  nChanged 326
		SP:Iteration 7Q (92521.110000 sec): 3 clusters
  Score: Raw -1164915.638474 + Penalty 2993.328119 = -1161922.310354
  nChanged 287
		SP:Iteration 8Q (92521.270000 sec): 3 clusters
  Score: Raw -1165129.763274 + Penalty 2993.328119 = -1162136.435154
  nChanged 308
		SP:Iteration 9Q (92521.410000 sec): 3 clusters
  Score: Raw -1165390.675945 + Penalty 2993.328119 = -1162397.347825
  nChanged 288
		SP:Iteration 10Q (92521.580000 sec): 3 clusters
  Score: Raw -1165610.781862 + Penalty 2993.328119 = -1162617.453743
  nChanged 254
		SP:Iteration 11Q (92521.730000 sec): 3 clusters
  Score: Raw -1165745.466020 + Penalty 2993.328119 = -1162752.137901
  nChanged 171
		SP:Iteration 12Q (92521.950000 sec): 3 clusters
  Score: Raw -1165808.582805 + Penalty 2993.328119 = -1162815.254686
  nChanged 148
		SP:Iteration 13Q (92522.090000 sec): 3 clusters
  Score: Raw -1165862.559762 + Penalty 2993.328119 = -1162869.231643
  nChanged 124
		SP:Iteration 14Q (92522.250000 sec): 3 clusters
  Score: Raw -1165906.499832 + Penalty 2993.328119 = -1162913.171713
  nChanged 104
		SP:Iteration 15Q (92522.430000 sec): 3 clusters
  Score: Raw -1165938.989583 + Penalty 2993.328119 = -1162945.661464
  nChanged 79
		SP:Iteration 16Q (92522.580000 sec): 3 clusters
  Score: Raw -1165962.299416 + Penalty 2993.328119 = -1162968.971297
  nChanged 63
		SP:Iteration 17Q (92522.740000 sec): 3 clusters
  Score: Raw -1165983.168355 + Penalty 2993.328119 = -1162989.840236
  nChanged 54
		SP:Iteration 18Q (92522.920000 sec): 3 clusters
  Score: Raw -1165998.137988 + Penalty 2993.328119 = -1163004.809869
  nChanged 37
		SP:Iteration 19Q (92523.060000 sec): 3 clusters
  Score: Raw -1166009.813309 + Penalty 2993.328119 = -1163016.485190
  nChanged 33
		SP:Iteration 20F (92523.230000 sec): 3 clusters
  Score: Raw -1166017.884552 + Penalty 2993.328119 = -1163024.556433
  nChanged 34
		SP:Iteration 21Q (92523.390000 sec): 3 clusters
  Score: Raw -1166024.139396 + Penalty 2993.328119 = -1163030.811277
  nChanged 19
		SP:Iteration 22Q (92523.520000 sec): 3 clusters
  Score: Raw -1166029.301111 + Penalty 2993.328119 = -1163035.972992
  nChanged 26
		SP:Iteration 23Q (92523.670000 sec): 3 clusters
  Score: Raw -1166037.840984 + Penalty 2993.328119 = -1163044.512865
  nChanged 37
		SP:Iteration 24Q (92523.850000 sec): 3 clusters
  Score: Raw -1166051.817327 + Penalty 2993.328119 = -1163058.489207
  nChanged 47
		SP:Iteration 25Q (92523.990000 sec): 3 clusters
  Score: Raw -1166066.679936 + Penalty 2993.328119 = -1163073.351817
  nChanged 32
		SP:Iteration 26Q (92524.150000 sec): 3 clusters
  Score: Raw -1166075.738331 + Penalty 2993.328119 = -1163082.410212
  nChanged 33
		SP:Iteration 27Q (92524.330000 sec): 3 clusters
  Score: Raw -1166084.254222 + Penalty 2993.328119 = -1163090.926103
  nChanged 28
		SP:Iteration 28Q (92524.470000 sec): 3 clusters
  Score: Raw -1166090.475493 + Penalty 2993.328119 = -1163097.147374
  nChanged 28
		SP:Iteration 29Q (92524.620000 sec): 3 clusters
  Score: Raw -1166097.691896 + Penalty 2993.328119 = -1163104.363777
  nChanged 32
		SP:Iteration 30Q (92524.790000 sec): 3 clusters
  Score: Raw -1166105.746801 + Penalty 2993.328119 = -1163112.418682
  nChanged 27
		SP:Iteration 31Q (92524.930000 sec): 3 clusters
  Score: Raw -1166113.902189 + Penalty 2993.328119 = -1163120.574070
  nChanged 28
		SP:Iteration 32Q (92525.080000 sec): 3 clusters
  Score: Raw -1166121.848110 + Penalty 2993.328119 = -1163128.519991
  nChanged 29
		SP:Iteration 33Q (92525.260000 sec): 3 clusters
  Score: Raw -1166132.133754 + Penalty 2993.328119 = -1163138.805634
  nChanged 27
		SP:Iteration 34Q (92525.410000 sec): 3 clusters
  Score: Raw -1166139.992641 + Penalty 2993.328119 = -1163146.664522
  nChanged 27
		SP:Iteration 35Q (92525.550000 sec): 3 clusters
  Score: Raw -1166150.317144 + Penalty 2993.328119 = -1163156.989025
  nChanged 33
		SP:Iteration 36Q (92525.730000 sec): 3 clusters
  Score: Raw -1166158.289973 + Penalty 2993.328119 = -1163164.961854
  nChanged 30
		SP:Iteration 37Q (92525.880000 sec): 3 clusters
  Score: Raw -1166164.205643 + Penalty 2993.328119 = -1163170.877524
  nChanged 25
		SP:Iteration 38Q (92526.020000 sec): 3 clusters
  Score: Raw -1166169.591678 + Penalty 2993.328119 = -1163176.263559
  nChanged 17
		SP:Iteration 39Q (92526.190000 sec): 3 clusters
  Score: Raw -1166172.110803 + Penalty 2993.328119 = -1163178.782684
  nChanged 15
		SP:Iteration 40F (92526.350000 sec): 3 clusters
  Score: Raw -1166175.514724 + Penalty 2993.328119 = -1163182.186604
  nChanged 17
		SP:Iteration 41Q (92526.480000 sec): 3 clusters
  Score: Raw -1166180.727639 + Penalty 2993.328119 = -1163187.399520
  nChanged 23
		SP:Iteration 42Q (92526.630000 sec): 3 clusters
  Score: Raw -1166187.480626 + Penalty 2993.328119 = -1163194.152507
  nChanged 25
		SP:Iteration 43Q (92526.800000 sec): 3 clusters
  Score: Raw -1166196.478889 + Penalty 2993.328119 = -1163203.150769
  nChanged 21
		SP:Iteration 44Q (92526.950000 sec): 3 clusters
  Score: Raw -1166202.814719 + Penalty 2993.328119 = -1163209.486600
  nChanged 16
		SP:Iteration 45Q (92527.090000 sec): 3 clusters
  Score: Raw -1166206.998998 + Penalty 2993.328119 = -1163213.670879
  nChanged 16
		SP:Iteration 46Q (92527.260000 sec): 3 clusters
  Score: Raw -1166210.370288 + Penalty 2993.328119 = -1163217.042168
  nChanged 12
		SP:Iteration 47Q (92527.410000 sec): 3 clusters
  Score: Raw -1166212.675434 + Penalty 2993.328119 = -1163219.347315
  nChanged 10
		SP:Iteration 48Q (92527.540000 sec): 3 clusters
  Score: Raw -1166214.680513 + Penalty 2993.328119 = -1163221.352394
  nChanged 10
		SP:Iteration 49Q (92527.690000 sec): 3 clusters
  Score: Raw -1166216.725870 + Penalty 2993.328119 = -1163223.397751
  nChanged 9
		SP:Iteration 50Q (92527.860000 sec): 3 clusters
  Score: Raw -1166218.070087 + Penalty 2993.328119 = -1163224.741967
  nChanged 7
		SP:Iteration 51Q (92528.010000 sec): 3 clusters
  Score: Raw -1166218.887958 + Penalty 2993.328119 = -1163225.559838
  nChanged 5
		SP:Iteration 52Q (92528.150000 sec): 3 clusters
  Score: Raw -1166219.928200 + Penalty 2993.328119 = -1163226.600081
  nChanged 8
		SP:Iteration 53Q (92528.330000 sec): 3 clusters
  Score: Raw -1166221.837282 + Penalty 2993.328119 = -1163228.509162
  nChanged 7
		SP:Iteration 54Q (92528.470000 sec): 3 clusters
  Score: Raw -1166223.167728 + Penalty 2993.328119 = -1163229.839609
  nChanged 3
		SP:Iteration 55Q (92528.610000 sec): 3 clusters
  Score: Raw -1166223.675916 + Penalty 2993.328119 = -1163230.347797
  nChanged 3
		SP:Iteration 56Q (92528.770000 sec): 3 clusters
  Score: Raw -1166223.941839 + Penalty 2993.328119 = -1163230.613720
  nChanged 2
		SP:Iteration 57Q (92528.940000 sec): 3 clusters
  Score: Raw -1166224.259615 + Penalty 2993.328119 = -1163230.931496
  nChanged 3
		SP:Iteration 58Q (92529.070000 sec): 3 clusters
  Score: Raw -1166224.743183 + Penalty 2993.328119 = -1163231.415064
  nChanged 4
		SP:Iteration 59Q (92529.220000 sec): 3 clusters
  Score: Raw -1166225.623490 + Penalty 2993.328119 = -1163232.295371
  nChanged 4
		SP:Iteration 60F (92529.410000 sec): 3 clusters
  Score: Raw -1166226.585322 + Penalty 2993.328119 = -1163233.257202
  nChanged 5
		SP:Iteration 61Q (92529.550000 sec): 3 clusters
  Score: Raw -1166227.161820 + Penalty 2993.328119 = -1163233.833701
  nChanged 2
		SP:Iteration 62Q (92529.690000 sec): 3 clusters
  Score: Raw -1166227.383048 + Penalty 2993.328119 = -1163234.054929
  nChanged 3
		SP:Iteration 63Q (92529.870000 sec): 3 clusters
  Score: Raw -1166228.178070 + Penalty 2993.328119 = -1163234.849950
  nChanged 5
		SP:Iteration 64Q (92530.020000 sec): 3 clusters
  Score: Raw -1166229.302117 + Penalty 2993.328119 = -1163235.973998
  nChanged 5
		SP:Iteration 65Q (92530.150000 sec): 3 clusters
  Score: Raw -1166230.295798 + Penalty 2993.328119 = -1163236.967679
  nChanged 5
		SP:Iteration 66Q (92530.320000 sec): 3 clusters
  Score: Raw -1166231.017107 + Penalty 2993.328119 = -1163237.688987
  nChanged 3
		SP:Iteration 67Q (92530.470000 sec): 3 clusters
  Score: Raw -1166231.358092 + Penalty 2993.328119 = -1163238.029972
  nChanged 1
		SP:Iteration 68Q (92530.610000 sec): 3 clusters
  Score: Raw -1166231.662556 + Penalty 2993.328119 = -1163238.334437
  nChanged 3
		SP:Iteration 69Q (92530.750000 sec): 3 clusters
  Score: Raw -1166232.480864 + Penalty 2993.328119 = -1163239.152745
  nChanged 3
		SP:Iteration 70Q (92530.930000 sec): 3 clusters
  Score: Raw -1166233.358856 + Penalty 2993.328119 = -1163240.030737
  nChanged 7
		SP:Iteration 71Q (92531.070000 sec): 3 clusters
  Score: Raw -1166234.512203 + Penalty 2993.328119 = -1163241.184084
  nChanged 5
		SP:Iteration 72Q (92531.210000 sec): 3 clusters
  Score: Raw -1166235.324174 + Penalty 2993.328119 = -1163241.996055
  nChanged 2
		SP:Iteration 73Q (92531.380000 sec): 3 clusters
  Score: Raw -1166235.633264 + Penalty 2993.328119 = -1163242.305145
  nChanged 1
		SP:Iteration 74Q (92531.550000 sec): 3 clusters
  Score: Raw -1166235.853101 + Penalty 2993.328119 = -1163242.524982
  nChanged 1
		SP:Iteration 75Q (92531.690000 sec): 3 clusters
  Score: Raw -1166235.950053 + Penalty 2993.328119 = -1163242.621934
  nChanged 0
		SP:Iteration 76F (92531.850000 sec): 3 clusters
  Score: Raw -1166235.950053 + Penalty 2993.328119 = -1163242.621934
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 8 (12467 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92532.010000 sec): 2 clusters
  Score: Raw -1405530.302661 + Penalty 1532.511570 = -1403997.791091
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92532.200000 sec): 3 clusters
  Score: Raw -1398361.622453 + Penalty 3065.023141 = -1395296.599312
  nChanged 5457
		SP:Iteration 1F (92532.390000 sec): 3 clusters
  Score: Raw -1401286.095982 + Penalty 3065.023141 = -1398221.072842
  nChanged 739
		SP:Iteration 2F (92532.570000 sec): 3 clusters
  Score: Raw -1401629.993700 + Penalty 3065.023141 = -1398564.970559
  nChanged 705
		SP:Iteration 3F (92532.740000 sec): 3 clusters
  Score: Raw -1401986.538660 + Penalty 3065.023141 = -1398921.515520
  nChanged 690
		SP:Iteration 4F (92532.930000 sec): 3 clusters
  Score: Raw -1402342.366454 + Penalty 3065.023141 = -1399277.343313
  nChanged 688
		SP:Iteration 5F (92533.120000 sec): 3 clusters
  Score: Raw -1402698.001802 + Penalty 3065.023141 = -1399632.978662
  nChanged 645
		SP:Iteration 6F (92533.400000 sec): 3 clusters
  Score: Raw -1403029.736567 + Penalty 3065.023141 = -1399964.713427
  nChanged 618
		SP:Iteration 7Q (92533.720000 sec): 3 clusters
  Score: Raw -1403340.836077 + Penalty 3065.023141 = -1400275.812937
  nChanged 538
		SP:Iteration 8Q (92533.890000 sec): 3 clusters
  Score: Raw -1403618.980817 + Penalty 3065.023141 = -1400553.957676
  nChanged 481
		SP:Iteration 9Q (92534.080000 sec): 3 clusters
  Score: Raw -1403852.019558 + Penalty 3065.023141 = -1400786.996417
  nChanged 440
		SP:Iteration 10Q (92534.260000 sec): 3 clusters
  Score: Raw -1404069.165707 + Penalty 3065.023141 = -1401004.142567
  nChanged 404
		SP:Iteration 11Q (92534.440000 sec): 3 clusters
  Score: Raw -1404267.890952 + Penalty 3065.023141 = -1401202.867812
  nChanged 359
		SP:Iteration 12Q (92534.610000 sec): 3 clusters
  Score: Raw -1404446.775694 + Penalty 3065.023141 = -1401381.752554
  nChanged 333
		SP:Iteration 13Q (92534.790000 sec): 3 clusters
  Score: Raw -1404624.993700 + Penalty 3065.023141 = -1401559.970559
  nChanged 313
		SP:Iteration 14Q (92534.970000 sec): 3 clusters
  Score: Raw -1404782.327919 + Penalty 3065.023141 = -1401717.304779
  nChanged 260
		SP:Iteration 15Q (92535.140000 sec): 3 clusters
  Score: Raw -1404915.454591 + Penalty 3065.023141 = -1401850.431450
  nChanged 237
		SP:Iteration 16Q (92535.330000 sec): 3 clusters
  Score: Raw -1405041.232414 + Penalty 3065.023141 = -1401976.209274
  nChanged 205
		SP:Iteration 17Q (92535.500000 sec): 3 clusters
  Score: Raw -1405135.432005 + Penalty 3065.023141 = -1402070.408865
  nChanged 167
		SP:Iteration 18Q (92535.710000 sec): 3 clusters
  Score: Raw -1405200.071131 + Penalty 3065.023141 = -1402135.047991
  nChanged 157
		SP:Iteration 19Q (92535.880000 sec): 3 clusters
  Score: Raw -1405272.268133 + Penalty 3065.023141 = -1402207.244992
  nChanged 155
		SP:Iteration 20F (92536.060000 sec): 3 clusters
  Score: Raw -1405341.967768 + Penalty 3065.023141 = -1402276.944628
  nChanged 130
		SP:Iteration 21Q (92536.260000 sec): 3 clusters
  Score: Raw -1405405.204435 + Penalty 3065.023141 = -1402340.181295
  nChanged 112
		SP:Iteration 22Q (92536.430000 sec): 3 clusters
  Score: Raw -1405461.259472 + Penalty 3065.023141 = -1402396.236332
  nChanged 102
		SP:Iteration 23Q (92536.600000 sec): 3 clusters
  Score: Raw -1405520.989370 + Penalty 3065.023141 = -1402455.966230
  nChanged 99
		SP:Iteration 24Q (92536.790000 sec): 3 clusters
  Score: Raw -1405574.557876 + Penalty 3065.023141 = -1402509.534735
  nChanged 87
		SP:Iteration 25Q (92536.960000 sec): 3 clusters
  Score: Raw -1405632.375893 + Penalty 3065.023141 = -1402567.352752
  nChanged 80
		SP:Iteration 26Q (92537.140000 sec): 3 clusters
  Score: Raw -1405689.654949 + Penalty 3065.023141 = -1402624.631809
  nChanged 58
		SP:Iteration 27Q (92537.310000 sec): 3 clusters
  Score: Raw -1405730.908439 + Penalty 3065.023141 = -1402665.885299
  nChanged 53
		SP:Iteration 28Q (92537.480000 sec): 3 clusters
  Score: Raw -1405765.560213 + Penalty 3065.023141 = -1402700.537072
  nChanged 43
		SP:Iteration 29Q (92537.660000 sec): 3 clusters
  Score: Raw -1405794.301906 + Penalty 3065.023141 = -1402729.278765
  nChanged 37
		SP:Iteration 30Q (92537.820000 sec): 3 clusters
  Score: Raw -1405819.580580 + Penalty 3065.023141 = -1402754.557439
  nChanged 32
		SP:Iteration 31Q (92538.020000 sec): 3 clusters
  Score: Raw -1405839.070321 + Penalty 3065.023141 = -1402774.047181
  nChanged 23
		SP:Iteration 32Q (92538.180000 sec): 3 clusters
  Score: Raw -1405853.276119 + Penalty 3065.023141 = -1402788.252979
  nChanged 17
		SP:Iteration 33Q (92538.340000 sec): 3 clusters
  Score: Raw -1405862.902082 + Penalty 3065.023141 = -1402797.878941
  nChanged 19
		SP:Iteration 34Q (92538.510000 sec): 3 clusters
  Score: Raw -1405874.773557 + Penalty 3065.023141 = -1402809.750417
  nChanged 17
		SP:Iteration 35Q (92538.670000 sec): 3 clusters
  Score: Raw -1405891.010778 + Penalty 3065.023141 = -1402825.987638
  nChanged 18
		SP:Iteration 36Q (92538.840000 sec): 3 clusters
  Score: Raw -1405904.952385 + Penalty 3065.023141 = -1402839.929244
  nChanged 11
		SP:Iteration 37Q (92539.000000 sec): 3 clusters
  Score: Raw -1405912.835125 + Penalty 3065.023141 = -1402847.811985
  nChanged 11
		SP:Iteration 38Q (92539.170000 sec): 3 clusters
  Score: Raw -1405918.660126 + Penalty 3065.023141 = -1402853.636986
  nChanged 8
		SP:Iteration 39Q (92539.330000 sec): 3 clusters
  Score: Raw -1405922.669881 + Penalty 3065.023141 = -1402857.646741
  nChanged 7
		SP:Iteration 40F (92539.520000 sec): 3 clusters
  Score: Raw -1405925.917066 + Penalty 3065.023141 = -1402860.893926
  nChanged 6
		SP:Iteration 41Q (92539.680000 sec): 3 clusters
  Score: Raw -1405929.314815 + Penalty 3065.023141 = -1402864.291675
  nChanged 5
		SP:Iteration 42Q (92539.870000 sec): 3 clusters
  Score: Raw -1405931.712421 + Penalty 3065.023141 = -1402866.689281
  nChanged 5
		SP:Iteration 43Q (92540.030000 sec): 3 clusters
  Score: Raw -1405934.422836 + Penalty 3065.023141 = -1402869.399696
  nChanged 5
		SP:Iteration 44Q (92540.220000 sec): 3 clusters
  Score: Raw -1405936.850977 + Penalty 3065.023141 = -1402871.827837
  nChanged 4
		SP:Iteration 45Q (92540.390000 sec): 3 clusters
  Score: Raw -1405939.169217 + Penalty 3065.023141 = -1402874.146076
  nChanged 8
		SP:Iteration 46Q (92540.540000 sec): 3 clusters
  Score: Raw -1405944.488940 + Penalty 3065.023141 = -1402879.465800
  nChanged 8
		SP:Iteration 47Q (92540.730000 sec): 3 clusters
  Score: Raw -1405949.745995 + Penalty 3065.023141 = -1402884.722855
  nChanged 10
		SP:Iteration 48Q (92540.890000 sec): 3 clusters
  Score: Raw -1405954.495853 + Penalty 3065.023141 = -1402889.472713
  nChanged 4
		SP:Iteration 49Q (92541.070000 sec): 3 clusters
  Score: Raw -1405956.341486 + Penalty 3065.023141 = -1402891.318345
  nChanged 3
		SP:Iteration 50Q (92541.230000 sec): 3 clusters
  Score: Raw -1405957.120537 + Penalty 3065.023141 = -1402892.097397
  nChanged 1
		SP:Iteration 51Q (92541.420000 sec): 3 clusters
  Score: Raw -1405957.703484 + Penalty 3065.023141 = -1402892.680343
  nChanged 1
		SP:Iteration 52Q (92541.580000 sec): 3 clusters
  Score: Raw -1405958.257119 + Penalty 3065.023141 = -1402893.233978
  nChanged 3
		SP:Iteration 53Q (92541.740000 sec): 3 clusters
  Score: Raw -1405959.830696 + Penalty 3065.023141 = -1402894.807555
  nChanged 3
		SP:Iteration 54Q (92541.910000 sec): 3 clusters
  Score: Raw -1405960.593903 + Penalty 3065.023141 = -1402895.570763
  nChanged 3
		SP:Iteration 55Q (92542.070000 sec): 3 clusters
  Score: Raw -1405961.475657 + Penalty 3065.023141 = -1402896.452517
  nChanged 4
		SP:Iteration 56Q (92542.240000 sec): 3 clusters
  Score: Raw -1405963.450924 + Penalty 3065.023141 = -1402898.427783
  nChanged 4
		SP:Iteration 57Q (92542.450000 sec): 3 clusters
  Score: Raw -1405964.658064 + Penalty 3065.023141 = -1402899.634923
  nChanged 1
		SP:Iteration 58Q (92542.610000 sec): 3 clusters
  Score: Raw -1405964.837942 + Penalty 3065.023141 = -1402899.814802
  nChanged 0
		SP:Iteration 59F (92542.790000 sec): 3 clusters
  Score: Raw -1405964.837942 + Penalty 3065.023141 = -1402899.814802
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 9 (6706 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92542.890000 sec): 2 clusters
  Score: Raw -755203.433409 + Penalty 1431.748163 = -753771.685246
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92543.050000 sec): 3 clusters
  Score: Raw -751645.382053 + Penalty 2863.496326 = -748781.885727
  nChanged 2756
		SP:Iteration 1F (92543.160000 sec): 3 clusters
  Score: Raw -753208.714465 + Penalty 2863.496326 = -750345.218138
  nChanged 493
		SP:Iteration 2F (92543.250000 sec): 3 clusters
  Score: Raw -753482.696829 + Penalty 2863.496326 = -750619.200503
  nChanged 377
		SP:Iteration 3F (92543.360000 sec): 3 clusters
  Score: Raw -753690.107845 + Penalty 2863.496326 = -750826.611519
  nChanged 350
		SP:Iteration 4F (92543.460000 sec): 3 clusters
  Score: Raw -753889.080337 + Penalty 2863.496326 = -751025.584010
  nChanged 291
		SP:Iteration 5Q (92543.570000 sec): 3 clusters
  Score: Raw -754071.573266 + Penalty 2863.496326 = -751208.076939
  nChanged 273
		SP:Iteration 6Q (92543.690000 sec): 3 clusters
  Score: Raw -754275.908599 + Penalty 2863.496326 = -751412.412273
  nChanged 261
		SP:Iteration 7Q (92543.800000 sec): 3 clusters
  Score: Raw -754502.048591 + Penalty 2863.496326 = -751638.552265
  nChanged 316
		SP:Iteration 8Q (92543.910000 sec): 3 clusters
  Score: Raw -754743.211253 + Penalty 2863.496326 = -751879.714927
  nChanged 313
		SP:Iteration 9Q (92544.030000 sec): 3 clusters
  Score: Raw -754939.852868 + Penalty 2863.496326 = -752076.356542
  nChanged 279
		SP:Iteration 10Q (92544.140000 sec): 3 clusters
  Score: Raw -755103.958273 + Penalty 2863.496326 = -752240.461947
  nChanged 272
		SP:Iteration 11Q (92544.250000 sec): 3 clusters
  Score: Raw -755269.633373 + Penalty 2863.496326 = -752406.137046
  nChanged 237
		SP:Iteration 12Q (92544.360000 sec): 3 clusters
  Score: Raw -755399.250819 + Penalty 2863.496326 = -752535.754493
  nChanged 189
		SP:Iteration 13Q (92544.470000 sec): 3 clusters
  Score: Raw -755494.003222 + Penalty 2863.496326 = -752630.506896
  nChanged 173
		SP:Iteration 14Q (92544.580000 sec): 3 clusters
  Score: Raw -755592.127736 + Penalty 2863.496326 = -752728.631410
  nChanged 183
		SP:Iteration 15Q (92544.690000 sec): 3 clusters
  Score: Raw -755707.182692 + Penalty 2863.496326 = -752843.686365
  nChanged 174
		SP:Iteration 16Q (92544.800000 sec): 3 clusters
  Score: Raw -755830.316391 + Penalty 2863.496326 = -752966.820065
  nChanged 168
		SP:Iteration 17Q (92544.910000 sec): 3 clusters
  Score: Raw -755960.668240 + Penalty 2863.496326 = -753097.171914
  nChanged 166
		SP:Iteration 18Q (92545.030000 sec): 3 clusters
  Score: Raw -756095.595967 + Penalty 2863.496326 = -753232.099641
  nChanged 149
		SP:Iteration 19Q (92545.130000 sec): 3 clusters
  Score: Raw -756215.658495 + Penalty 2863.496326 = -753352.162168
  nChanged 146
		SP:Iteration 20F (92545.250000 sec): 3 clusters
  Score: Raw -756335.910202 + Penalty 2863.496326 = -753472.413876
  nChanged 144
		SP:Iteration 21Q (92545.350000 sec): 3 clusters
  Score: Raw -756468.485763 + Penalty 2863.496326 = -753604.989437
  nChanged 122
		SP:Iteration 22Q (92545.460000 sec): 3 clusters
  Score: Raw -756594.393227 + Penalty 2863.496326 = -753730.896900
  nChanged 119
		SP:Iteration 23Q (92545.570000 sec): 3 clusters
  Score: Raw -756724.661188 + Penalty 2863.496326 = -753861.164861
  nChanged 83
		SP:Iteration 24Q (92545.670000 sec): 3 clusters
  Score: Raw -756827.934116 + Penalty 2863.496326 = -753964.437790
  nChanged 73
		SP:Iteration 25Q (92545.770000 sec): 3 clusters
  Score: Raw -756881.203477 + Penalty 2863.496326 = -754017.707151
  nChanged 48
		SP:Iteration 26Q (92545.870000 sec): 3 clusters
  Score: Raw -756903.126691 + Penalty 2863.496326 = -754039.630365
  nChanged 27
		SP:Iteration 27Q (92545.980000 sec): 3 clusters
  Score: Raw -756911.443543 + Penalty 2863.496326 = -754047.947216
  nChanged 17
		SP:Iteration 28Q (92546.080000 sec): 3 clusters
  Score: Raw -756915.137435 + Penalty 2863.496326 = -754051.641109
  nChanged 10
		SP:Iteration 29Q (92546.190000 sec): 3 clusters
  Score: Raw -756917.433618 + Penalty 2863.496326 = -754053.937291
  nChanged 3
		SP:Iteration 30Q (92546.290000 sec): 3 clusters
  Score: Raw -756917.773579 + Penalty 2863.496326 = -754054.277253
  nChanged 1
		SP:Iteration 31Q (92546.400000 sec): 3 clusters
  Score: Raw -756917.995461 + Penalty 2863.496326 = -754054.499135
  nChanged 0
		SP:Iteration 32F (92546.510000 sec): 3 clusters
  Score: Raw -756917.995461 + Penalty 2863.496326 = -754054.499135
  nChanged 0
  Score: Raw -119179085.283033 + Penalty 274544.754863 = -118904540.528171

Splitting cluster 9 changes total score from -118905063.952175 to -118904540.528171

 So it's not getting split.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 10 (8322 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92915.040000 sec): 2 clusters
  Score: Raw -1016518.878026 + Penalty 1466.831907 = -1015052.046119
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92915.190000 sec): 3 clusters
  Score: Raw -1011983.471051 + Penalty 2933.663814 = -1009049.807236
  nChanged 3463
		SP:Iteration 1F (92915.310000 sec): 3 clusters
  Score: Raw -1013909.065133 + Penalty 2933.663814 = -1010975.401319
  nChanged 577
		SP:Iteration 2F (92915.430000 sec): 3 clusters
  Score: Raw -1014181.344520 + Penalty 2933.663814 = -1011247.680705
  nChanged 441
		SP:Iteration 3F (92915.560000 sec): 3 clusters
  Score: Raw -1014392.645452 + Penalty 2933.663814 = -1011458.981637
  nChanged 397
		SP:Iteration 4Q (92915.690000 sec): 3 clusters
  Score: Raw -1014564.751358 + Penalty 2933.663814 = -1011631.087544
  nChanged 345
		SP:Iteration 5Q (92915.820000 sec): 3 clusters
  Score: Raw -1014725.331907 + Penalty 2933.663814 = -1011791.668093
  nChanged 343
		SP:Iteration 6Q (92915.950000 sec): 3 clusters
  Score: Raw -1014898.707031 + Penalty 2933.663814 = -1011965.043217
  nChanged 335
		SP:Iteration 7Q (92916.080000 sec): 3 clusters
  Score: Raw -1015104.185771 + Penalty 2933.663814 = -1012170.521957
  nChanged 394
		SP:Iteration 8Q (92916.210000 sec): 3 clusters
  Score: Raw -1015344.210027 + Penalty 2933.663814 = -1012410.546213
  nChanged 379
		SP:Iteration 9Q (92916.340000 sec): 3 clusters
  Score: Raw -1015580.358527 + Penalty 2933.663814 = -1012646.694713
  nChanged 349
		SP:Iteration 10Q (92916.470000 sec): 3 clusters
  Score: Raw -1015790.956837 + Penalty 2933.663814 = -1012857.293023
  nChanged 319
		SP:Iteration 11Q (92916.600000 sec): 3 clusters
  Score: Raw -1015946.909075 + Penalty 2933.663814 = -1013013.245261
  nChanged 265
		SP:Iteration 12Q (92916.730000 sec): 3 clusters
  Score: Raw -1016047.492262 + Penalty 2933.663814 = -1013113.828448
  nChanged 204
		SP:Iteration 13Q (92916.860000 sec): 3 clusters
  Score: Raw -1016120.888617 + Penalty 2933.663814 = -1013187.224803
  nChanged 149
		SP:Iteration 14Q (92916.980000 sec): 3 clusters
  Score: Raw -1016167.971363 + Penalty 2933.663814 = -1013234.307549
  nChanged 125
		SP:Iteration 15Q (92917.110000 sec): 3 clusters
  Score: Raw -1016202.949424 + Penalty 2933.663814 = -1013269.285610
  nChanged 98
		SP:Iteration 16Q (92917.240000 sec): 3 clusters
  Score: Raw -1016231.256254 + Penalty 2933.663814 = -1013297.592440
  nChanged 78
		SP:Iteration 17Q (92917.350000 sec): 3 clusters
  Score: Raw -1016249.582256 + Penalty 2933.663814 = -1013315.918442
  nChanged 64
		SP:Iteration 18Q (92917.480000 sec): 3 clusters
  Score: Raw -1016262.481328 + Penalty 2933.663814 = -1013328.817514
  nChanged 48
		SP:Iteration 19Q (92917.590000 sec): 3 clusters
  Score: Raw -1016274.807574 + Penalty 2933.663814 = -1013341.143760
  nChanged 53
		SP:Iteration 20F (92917.740000 sec): 3 clusters
  Score: Raw -1016287.859782 + Penalty 2933.663814 = -1013354.195968
  nChanged 54
		SP:Iteration 21Q (92917.870000 sec): 3 clusters
  Score: Raw -1016300.509955 + Penalty 2933.663814 = -1013366.846141
  nChanged 42
		SP:Iteration 22Q (92917.990000 sec): 3 clusters
  Score: Raw -1016312.103970 + Penalty 2933.663814 = -1013378.440156
  nChanged 45
		SP:Iteration 23Q (92918.120000 sec): 3 clusters
  Score: Raw -1016326.240618 + Penalty 2933.663814 = -1013392.576804
  nChanged 63
		SP:Iteration 24Q (92918.250000 sec): 3 clusters
  Score: Raw -1016349.917304 + Penalty 2933.663814 = -1013416.253490
  nChanged 82
		SP:Iteration 25Q (92918.380000 sec): 3 clusters
  Score: Raw -1016375.844916 + Penalty 2933.663814 = -1013442.181102
  nChanged 84
		SP:Iteration 26Q (92918.510000 sec): 3 clusters
  Score: Raw -1016407.312235 + Penalty 2933.663814 = -1013473.648421
  nChanged 88
		SP:Iteration 27Q (92918.640000 sec): 3 clusters
  Score: Raw -1016443.014048 + Penalty 2933.663814 = -1013509.350234
  nChanged 78
		SP:Iteration 28Q (92918.770000 sec): 3 clusters
  Score: Raw -1016481.697761 + Penalty 2933.663814 = -1013548.033947
  nChanged 102
		SP:Iteration 29Q (92918.900000 sec): 3 clusters
  Score: Raw -1016533.738074 + Penalty 2933.663814 = -1013600.074260
  nChanged 103
		SP:Iteration 30Q (92919.020000 sec): 3 clusters
  Score: Raw -1016587.174267 + Penalty 2933.663814 = -1013653.510453
  nChanged 100
		SP:Iteration 31Q (92919.150000 sec): 3 clusters
  Score: Raw -1016624.786484 + Penalty 2933.663814 = -1013691.122670
  nChanged 83
		SP:Iteration 32Q (92919.280000 sec): 3 clusters
  Score: Raw -1016653.308120 + Penalty 2933.663814 = -1013719.644306
  nChanged 63
		SP:Iteration 33Q (92919.410000 sec): 3 clusters
  Score: Raw -1016675.742395 + Penalty 2933.663814 = -1013742.078580
  nChanged 76
		SP:Iteration 34Q (92919.530000 sec): 3 clusters
  Score: Raw -1016703.951554 + Penalty 2933.663814 = -1013770.287740
  nChanged 71
		SP:Iteration 35Q (92919.640000 sec): 3 clusters
  Score: Raw -1016721.377448 + Penalty 2933.663814 = -1013787.713634
  nChanged 57
		SP:Iteration 36Q (92919.770000 sec): 3 clusters
  Score: Raw -1016737.695613 + Penalty 2933.663814 = -1013804.031799
  nChanged 55
		SP:Iteration 37Q (92919.880000 sec): 3 clusters
  Score: Raw -1016754.082753 + Penalty 2933.663814 = -1013820.418939
  nChanged 52
		SP:Iteration 38Q (92920.030000 sec): 3 clusters
  Score: Raw -1016767.066235 + Penalty 2933.663814 = -1013833.402421
  nChanged 50
		SP:Iteration 39Q (92920.140000 sec): 3 clusters
  Score: Raw -1016778.221257 + Penalty 2933.663814 = -1013844.557443
  nChanged 37
		SP:Iteration 40F (92920.270000 sec): 3 clusters
  Score: Raw -1016787.520311 + Penalty 2933.663814 = -1013853.856497
  nChanged 35
		SP:Iteration 41Q (92920.400000 sec): 3 clusters
  Score: Raw -1016797.177182 + Penalty 2933.663814 = -1013863.513368
  nChanged 44
		SP:Iteration 42Q (92920.520000 sec): 3 clusters
  Score: Raw -1016809.869477 + Penalty 2933.663814 = -1013876.205663
  nChanged 42
		SP:Iteration 43Q (92920.650000 sec): 3 clusters
  Score: Raw -1016820.115413 + Penalty 2933.663814 = -1013886.451599
  nChanged 41
		SP:Iteration 44Q (92920.780000 sec): 3 clusters
  Score: Raw -1016830.678337 + Penalty 2933.663814 = -1013897.014523
  nChanged 35
		SP:Iteration 45Q (92920.900000 sec): 3 clusters
  Score: Raw -1016839.429519 + Penalty 2933.663814 = -1013905.765705
  nChanged 39
		SP:Iteration 46Q (92921.030000 sec): 3 clusters
  Score: Raw -1016848.821046 + Penalty 2933.663814 = -1013915.157232
  nChanged 49
		SP:Iteration 47Q (92921.160000 sec): 3 clusters
  Score: Raw -1016861.828968 + Penalty 2933.663814 = -1013928.165153
  nChanged 59
		SP:Iteration 48Q (92921.280000 sec): 3 clusters
  Score: Raw -1016879.648803 + Penalty 2933.663814 = -1013945.984989
  nChanged 64
		SP:Iteration 49Q (92921.410000 sec): 3 clusters
  Score: Raw -1016898.800804 + Penalty 2933.663814 = -1013965.136990
  nChanged 51
		SP:Iteration 50Q (92921.530000 sec): 3 clusters
  Score: Raw -1016913.332797 + Penalty 2933.663814 = -1013979.668983
  nChanged 53
		SP:Iteration 51Q (92921.660000 sec): 3 clusters
  Score: Raw -1016925.462786 + Penalty 2933.663814 = -1013991.798971
  nChanged 41
		SP:Iteration 52Q (92921.790000 sec): 3 clusters
  Score: Raw -1016934.526051 + Penalty 2933.663814 = -1014000.862237
  nChanged 46
		SP:Iteration 53Q (92921.910000 sec): 3 clusters
  Score: Raw -1016948.399864 + Penalty 2933.663814 = -1014014.736050
  nChanged 52
		SP:Iteration 54Q (92922.030000 sec): 3 clusters
  Score: Raw -1016964.592711 + Penalty 2933.663814 = -1014030.928896
  nChanged 35
		SP:Iteration 55Q (92922.160000 sec): 3 clusters
  Score: Raw -1016974.750126 + Penalty 2933.663814 = -1014041.086312
  nChanged 35
		SP:Iteration 56Q (92922.290000 sec): 3 clusters
  Score: Raw -1016983.888657 + Penalty 2933.663814 = -1014050.224843
  nChanged 23
		SP:Iteration 57Q (92922.410000 sec): 3 clusters
  Score: Raw -1016989.457006 + Penalty 2933.663814 = -1014055.793192
  nChanged 24
		SP:Iteration 58Q (92922.540000 sec): 3 clusters
  Score: Raw -1016996.089492 + Penalty 2933.663814 = -1014062.425678
  nChanged 21
		SP:Iteration 59Q (92922.670000 sec): 3 clusters
  Score: Raw -1017004.877940 + Penalty 2933.663814 = -1014071.214126
  nChanged 26
		SP:Iteration 60F (92922.790000 sec): 3 clusters
  Score: Raw -1017015.439656 + Penalty 2933.663814 = -1014081.775842
  nChanged 28
		SP:Iteration 61Q (92922.900000 sec): 3 clusters
  Score: Raw -1017023.452198 + Penalty 2933.663814 = -1014089.788384
  nChanged 29
		SP:Iteration 62Q (92923.020000 sec): 3 clusters
  Score: Raw -1017030.829130 + Penalty 2933.663814 = -1014097.165316
  nChanged 31
		SP:Iteration 63Q (92923.140000 sec): 3 clusters
  Score: Raw -1017038.429518 + Penalty 2933.663814 = -1014104.765704
  nChanged 25
		SP:Iteration 64Q (92923.290000 sec): 3 clusters
  Score: Raw -1017045.013463 + Penalty 2933.663814 = -1014111.349649
  nChanged 25
		SP:Iteration 65Q (92923.400000 sec): 3 clusters
  Score: Raw -1017052.917680 + Penalty 2933.663814 = -1014119.253866
  nChanged 30
		SP:Iteration 66Q (92923.510000 sec): 3 clusters
  Score: Raw -1017063.432242 + Penalty 2933.663814 = -1014129.768428
  nChanged 39
		SP:Iteration 67Q (92923.640000 sec): 3 clusters
  Score: Raw -1017080.457641 + Penalty 2933.663814 = -1014146.793827
  nChanged 33
		SP:Iteration 68Q (92923.770000 sec): 3 clusters
  Score: Raw -1017092.698818 + Penalty 2933.663814 = -1014159.035004
  nChanged 42
		SP:Iteration 69Q (92923.890000 sec): 3 clusters
  Score: Raw -1017106.757594 + Penalty 2933.663814 = -1014173.093779
  nChanged 26
		SP:Iteration 70Q (92924.010000 sec): 3 clusters
  Score: Raw -1017114.388658 + Penalty 2933.663814 = -1014180.724844
  nChanged 22
		SP:Iteration 71Q (92924.140000 sec): 3 clusters
  Score: Raw -1017120.169919 + Penalty 2933.663814 = -1014186.506105
  nChanged 16
		SP:Iteration 72Q (92924.260000 sec): 3 clusters
  Score: Raw -1017124.309536 + Penalty 2933.663814 = -1014190.645722
  nChanged 19
		SP:Iteration 73Q (92924.390000 sec): 3 clusters
  Score: Raw -1017130.510058 + Penalty 2933.663814 = -1014196.846244
  nChanged 15
		SP:Iteration 74Q (92924.510000 sec): 3 clusters
  Score: Raw -1017134.916416 + Penalty 2933.663814 = -1014201.252602
  nChanged 14
		SP:Iteration 75Q (92924.630000 sec): 3 clusters
  Score: Raw -1017137.885213 + Penalty 2933.663814 = -1014204.221399
  nChanged 13
		SP:Iteration 76Q (92924.760000 sec): 3 clusters
  Score: Raw -1017140.884759 + Penalty 2933.663814 = -1014207.220945
  nChanged 9
		SP:Iteration 77Q (92924.880000 sec): 3 clusters
  Score: Raw -1017142.256017 + Penalty 2933.663814 = -1014208.592203
  nChanged 11
		SP:Iteration 78Q (92925.010000 sec): 3 clusters
  Score: Raw -1017144.366559 + Penalty 2933.663814 = -1014210.702745
  nChanged 5
		SP:Iteration 79Q (92925.130000 sec): 3 clusters
  Score: Raw -1017145.318389 + Penalty 2933.663814 = -1014211.654575
  nChanged 4
		SP:Iteration 80F (92925.260000 sec): 3 clusters
  Score: Raw -1017146.354903 + Penalty 2933.663814 = -1014212.691089
  nChanged 7
		SP:Iteration 81Q (92925.380000 sec): 3 clusters
  Score: Raw -1017148.195245 + Penalty 2933.663814 = -1014214.531431
  nChanged 6
		SP:Iteration 82Q (92925.510000 sec): 3 clusters
  Score: Raw -1017150.268909 + Penalty 2933.663814 = -1014216.605094
  nChanged 4
		SP:Iteration 83Q (92925.630000 sec): 3 clusters
  Score: Raw -1017151.708978 + Penalty 2933.663814 = -1014218.045164
  nChanged 9
		SP:Iteration 84Q (92925.750000 sec): 3 clusters
  Score: Raw -1017153.995327 + Penalty 2933.663814 = -1014220.331513
  nChanged 8
		SP:Iteration 85Q (92925.880000 sec): 3 clusters
  Score: Raw -1017155.974558 + Penalty 2933.663814 = -1014222.310744
  nChanged 8
		SP:Iteration 86Q (92926.000000 sec): 3 clusters
  Score: Raw -1017158.105101 + Penalty 2933.663814 = -1014224.441287
  nChanged 7
		SP:Iteration 87Q (92926.130000 sec): 3 clusters
  Score: Raw -1017160.018354 + Penalty 2933.663814 = -1014226.354540
  nChanged 6
		SP:Iteration 88Q (92926.250000 sec): 3 clusters
  Score: Raw -1017161.172078 + Penalty 2933.663814 = -1014227.508264
  nChanged 4
		SP:Iteration 89Q (92926.370000 sec): 3 clusters
  Score: Raw -1017162.157801 + Penalty 2933.663814 = -1014228.493987
  nChanged 6
		SP:Iteration 90Q (92926.500000 sec): 3 clusters
  Score: Raw -1017163.522409 + Penalty 2933.663814 = -1014229.858595
  nChanged 4
		SP:Iteration 91Q (92926.620000 sec): 3 clusters
  Score: Raw -1017164.077833 + Penalty 2933.663814 = -1014230.414019
  nChanged 7
		SP:Iteration 92Q (92926.750000 sec): 3 clusters
  Score: Raw -1017166.113072 + Penalty 2933.663814 = -1014232.449258
  nChanged 8
		SP:Iteration 93Q (92926.870000 sec): 3 clusters
  Score: Raw -1017167.915908 + Penalty 2933.663814 = -1014234.252094
  nChanged 5
		SP:Iteration 94Q (92926.990000 sec): 3 clusters
  Score: Raw -1017169.054043 + Penalty 2933.663814 = -1014235.390229
  nChanged 5
		SP:Iteration 95Q (92927.120000 sec): 3 clusters
  Score: Raw -1017169.873885 + Penalty 2933.663814 = -1014236.210071
  nChanged 2
		SP:Iteration 96Q (92927.240000 sec): 3 clusters
  Score: Raw -1017170.144346 + Penalty 2933.663814 = -1014236.480532
  nChanged 1
		SP:Iteration 97Q (92927.360000 sec): 3 clusters
  Score: Raw -1017170.346128 + Penalty 2933.663814 = -1014236.682314
  nChanged 0
		SP:Iteration 98F (92927.490000 sec): 3 clusters
  Score: Raw -1017170.346128 + Penalty 2933.663814 = -1014236.682314
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 11 (14945 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92927.650000 sec): 2 clusters
  Score: Raw -1826500.011844 + Penalty 1561.971462 = -1824938.040382
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92927.850000 sec): 3 clusters
  Score: Raw -1817789.623628 + Penalty 3123.942924 = -1814665.680704
  nChanged 6605
		SP:Iteration 1F (92928.040000 sec): 3 clusters
  Score: Raw -1821518.528514 + Penalty 3123.942924 = -1818394.585590
  nChanged 1020
		SP:Iteration 2F (92928.230000 sec): 3 clusters
  Score: Raw -1822100.590069 + Penalty 3123.942924 = -1818976.647144
  nChanged 952
		SP:Iteration 3F (92928.410000 sec): 3 clusters
  Score: Raw -1822647.986077 + Penalty 3123.942924 = -1819524.043153
  nChanged 833
		SP:Iteration 4F (92928.650000 sec): 3 clusters
  Score: Raw -1823134.185019 + Penalty 3123.942924 = -1820010.242095
  nChanged 793
		SP:Iteration 5F (92928.850000 sec): 3 clusters
  Score: Raw -1823598.998688 + Penalty 3123.942924 = -1820475.055763
  nChanged 722
		SP:Iteration 6Q (92929.030000 sec): 3 clusters
  Score: Raw -1824013.660524 + Penalty 3123.942924 = -1820889.717600
  nChanged 669
		SP:Iteration 7Q (92929.230000 sec): 3 clusters
  Score: Raw -1824406.616202 + Penalty 3123.942924 = -1821282.673278
  nChanged 624
		SP:Iteration 8Q (92929.410000 sec): 3 clusters
  Score: Raw -1824798.297959 + Penalty 3123.942924 = -1821674.355035
  nChanged 541
		SP:Iteration 9Q (92929.650000 sec): 3 clusters
  Score: Raw -1825133.750737 + Penalty 3123.942924 = -1822009.807813
  nChanged 513
		SP:Iteration 10Q (92929.840000 sec): 3 clusters
  Score: Raw -1825405.472284 + Penalty 3123.942924 = -1822281.529360
  nChanged 466
		SP:Iteration 11Q (92930.030000 sec): 3 clusters
  Score: Raw -1825658.983846 + Penalty 3123.942924 = -1822535.040922
  nChanged 447
		SP:Iteration 12Q (92930.210000 sec): 3 clusters
  Score: Raw -1825875.443697 + Penalty 3123.942924 = -1822751.500773
  nChanged 383
		SP:Iteration 13Q (92930.440000 sec): 3 clusters
  Score: Raw -1826061.158818 + Penalty 3123.942924 = -1822937.215894
  nChanged 354
		SP:Iteration 14Q (92930.630000 sec): 3 clusters
  Score: Raw -1826237.134356 + Penalty 3123.942924 = -1823113.191432
  nChanged 280
		SP:Iteration 15Q (92930.820000 sec): 3 clusters
  Score: Raw -1826404.097822 + Penalty 3123.942924 = -1823280.154898
  nChanged 285
		SP:Iteration 16Q (92931.000000 sec): 3 clusters
  Score: Raw -1826605.587407 + Penalty 3123.942924 = -1823481.644482
  nChanged 270
		SP:Iteration 17Q (92931.230000 sec): 3 clusters
  Score: Raw -1826817.306893 + Penalty 3123.942924 = -1823693.363969
  nChanged 212
		SP:Iteration 18Q (92931.450000 sec): 3 clusters
  Score: Raw -1827011.477498 + Penalty 3123.942924 = -1823887.534574
  nChanged 179
		SP:Iteration 19Q (92931.620000 sec): 3 clusters
  Score: Raw -1827186.912575 + Penalty 3123.942924 = -1824062.969650
  nChanged 127
		SP:Iteration 20F (92931.860000 sec): 3 clusters
  Score: Raw -1827323.372524 + Penalty 3123.942924 = -1824199.429600
  nChanged 111
		SP:Iteration 21Q (92932.040000 sec): 3 clusters
  Score: Raw -1827424.716627 + Penalty 3123.942924 = -1824300.773703
  nChanged 83
		SP:Iteration 22Q (92932.230000 sec): 3 clusters
  Score: Raw -1827478.121394 + Penalty 3123.942924 = -1824354.178470
  nChanged 61
		SP:Iteration 23Q (92932.470000 sec): 3 clusters
  Score: Raw -1827509.811345 + Penalty 3123.942924 = -1824385.868421
  nChanged 39
		SP:Iteration 24Q (92932.640000 sec): 3 clusters
  Score: Raw -1827523.573992 + Penalty 3123.942924 = -1824399.631068
  nChanged 22
		SP:Iteration 25Q (92932.870000 sec): 3 clusters
  Score: Raw -1827531.886251 + Penalty 3123.942924 = -1824407.943327
  nChanged 23
		SP:Iteration 26Q (92933.050000 sec): 3 clusters
  Score: Raw -1827539.579026 + Penalty 3123.942924 = -1824415.636102
  nChanged 18
		SP:Iteration 27Q (92933.280000 sec): 3 clusters
  Score: Raw -1827545.497350 + Penalty 3123.942924 = -1824421.554426
  nChanged 17
		SP:Iteration 28Q (92933.460000 sec): 3 clusters
  Score: Raw -1827550.277567 + Penalty 3123.942924 = -1824426.334642
  nChanged 12
		SP:Iteration 29Q (92933.630000 sec): 3 clusters
  Score: Raw -1827554.079656 + Penalty 3123.942924 = -1824430.136732
  nChanged 12
		SP:Iteration 30Q (92933.850000 sec): 3 clusters
  Score: Raw -1827556.641745 + Penalty 3123.942924 = -1824432.698821
  nChanged 8
		SP:Iteration 31Q (92934.080000 sec): 3 clusters
  Score: Raw -1827558.141549 + Penalty 3123.942924 = -1824434.198625
  nChanged 5
		SP:Iteration 32Q (92934.310000 sec): 3 clusters
  Score: Raw -1827559.668242 + Penalty 3123.942924 = -1824435.725317
  nChanged 4
		SP:Iteration 33Q (92934.480000 sec): 3 clusters
  Score: Raw -1827560.145954 + Penalty 3123.942924 = -1824436.203029
  nChanged 4
		SP:Iteration 34Q (92934.650000 sec): 3 clusters
  Score: Raw -1827560.563610 + Penalty 3123.942924 = -1824436.620686
  nChanged 0
		SP:Iteration 35F (92934.890000 sec): 3 clusters
  Score: Raw -1827560.563610 + Penalty 3123.942924 = -1824436.620686
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 12 (6095 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92934.970000 sec): 2 clusters
  Score: Raw -653523.170318 + Penalty 1416.223907 = -652106.946411
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92935.080000 sec): 3 clusters
  Score: Raw -650218.837574 + Penalty 2832.447814 = -647386.389761
  nChanged 2588
		SP:Iteration 1F (92935.180000 sec): 3 clusters
  Score: Raw -651938.978911 + Penalty 2832.447814 = -649106.531097
  nChanged 538
		SP:Iteration 2F (92935.280000 sec): 3 clusters
  Score: Raw -652398.116354 + Penalty 2832.447814 = -649565.668541
  nChanged 472
		SP:Iteration 3F (92935.380000 sec): 3 clusters
  Score: Raw -652761.894546 + Penalty 2832.447814 = -649929.446733
  nChanged 387
		SP:Iteration 4F (92935.480000 sec): 3 clusters
  Score: Raw -653040.732458 + Penalty 2832.447814 = -650208.284645
  nChanged 309
		SP:Iteration 5F (92935.580000 sec): 3 clusters
  Score: Raw -653233.303752 + Penalty 2832.447814 = -650400.855939
  nChanged 236
		SP:Iteration 6Q (92935.680000 sec): 3 clusters
  Score: Raw -653363.694173 + Penalty 2832.447814 = -650531.246360
  nChanged 192
		SP:Iteration 7Q (92935.770000 sec): 3 clusters
  Score: Raw -653441.927566 + Penalty 2832.447814 = -650609.479753
  nChanged 135
		SP:Iteration 8Q (92935.870000 sec): 3 clusters
  Score: Raw -653492.898980 + Penalty 2832.447814 = -650660.451166
  nChanged 113
		SP:Iteration 9Q (92935.970000 sec): 3 clusters
  Score: Raw -653536.336836 + Penalty 2832.447814 = -650703.889022
  nChanged 96
		SP:Iteration 10Q (92936.070000 sec): 3 clusters
  Score: Raw -653567.979590 + Penalty 2832.447814 = -650735.531777
  nChanged 79
		SP:Iteration 11Q (92936.170000 sec): 3 clusters
  Score: Raw -653598.689258 + Penalty 2832.447814 = -650766.241444
  nChanged 73
		SP:Iteration 12Q (92936.260000 sec): 3 clusters
  Score: Raw -653626.987529 + Penalty 2832.447814 = -650794.539716
  nChanged 79
		SP:Iteration 13Q (92936.360000 sec): 3 clusters
  Score: Raw -653657.662626 + Penalty 2832.447814 = -650825.214813
  nChanged 71
		SP:Iteration 14Q (92936.460000 sec): 3 clusters
  Score: Raw -653683.051725 + Penalty 2832.447814 = -650850.603911
  nChanged 70
		SP:Iteration 15Q (92936.560000 sec): 3 clusters
  Score: Raw -653710.406134 + Penalty 2832.447814 = -650877.958320
  nChanged 55
		SP:Iteration 16Q (92936.660000 sec): 3 clusters
  Score: Raw -653727.431495 + Penalty 2832.447814 = -650894.983681
  nChanged 49
		SP:Iteration 17Q (92936.760000 sec): 3 clusters
  Score: Raw -653746.376475 + Penalty 2832.447814 = -650913.928661
  nChanged 52
		SP:Iteration 18Q (92936.860000 sec): 3 clusters
  Score: Raw -653763.701545 + Penalty 2832.447814 = -650931.253732
  nChanged 57
		SP:Iteration 19Q (92936.960000 sec): 3 clusters
  Score: Raw -653784.208996 + Penalty 2832.447814 = -650951.761182
  nChanged 60
		SP:Iteration 20F (92937.070000 sec): 3 clusters
  Score: Raw -653804.673289 + Penalty 2832.447814 = -650972.225476
  nChanged 54
		SP:Iteration 21Q (92937.170000 sec): 3 clusters
  Score: Raw -653823.119446 + Penalty 2832.447814 = -650990.671632
  nChanged 61
		SP:Iteration 22Q (92937.270000 sec): 3 clusters
  Score: Raw -653846.822536 + Penalty 2832.447814 = -651014.374722
  nChanged 57
		SP:Iteration 23Q (92937.360000 sec): 3 clusters
  Score: Raw -653871.977344 + Penalty 2832.447814 = -651039.529530
  nChanged 37
		SP:Iteration 24Q (92937.460000 sec): 3 clusters
  Score: Raw -653888.748315 + Penalty 2832.447814 = -651056.300501
  nChanged 42
		SP:Iteration 25Q (92937.560000 sec): 3 clusters
  Score: Raw -653903.083234 + Penalty 2832.447814 = -651070.635420
  nChanged 38
		SP:Iteration 26Q (92937.660000 sec): 3 clusters
  Score: Raw -653918.452848 + Penalty 2832.447814 = -651086.005035
  nChanged 38
		SP:Iteration 27Q (92937.750000 sec): 3 clusters
  Score: Raw -653931.999364 + Penalty 2832.447814 = -651099.551550
  nChanged 36
		SP:Iteration 28Q (92937.850000 sec): 3 clusters
  Score: Raw -653944.254569 + Penalty 2832.447814 = -651111.806756
  nChanged 29
		SP:Iteration 29Q (92937.950000 sec): 3 clusters
  Score: Raw -653953.846144 + Penalty 2832.447814 = -651121.398330
  nChanged 20
		SP:Iteration 30Q (92938.050000 sec): 3 clusters
  Score: Raw -653960.012470 + Penalty 2832.447814 = -651127.564656
  nChanged 21
		SP:Iteration 31Q (92938.150000 sec): 3 clusters
  Score: Raw -653968.094773 + Penalty 2832.447814 = -651135.646960
  nChanged 18
		SP:Iteration 32Q (92938.250000 sec): 3 clusters
  Score: Raw -653973.724478 + Penalty 2832.447814 = -651141.276664
  nChanged 10
		SP:Iteration 33Q (92938.350000 sec): 3 clusters
  Score: Raw -653976.631775 + Penalty 2832.447814 = -651144.183961
  nChanged 8
		SP:Iteration 34Q (92938.450000 sec): 3 clusters
  Score: Raw -653978.080731 + Penalty 2832.447814 = -651145.632918
  nChanged 7
		SP:Iteration 35Q (92938.540000 sec): 3 clusters
  Score: Raw -653979.767348 + Penalty 2832.447814 = -651147.319534
  nChanged 11
		SP:Iteration 36Q (92938.640000 sec): 3 clusters
  Score: Raw -653985.425453 + Penalty 2832.447814 = -651152.977640
  nChanged 15
		SP:Iteration 37Q (92938.740000 sec): 3 clusters
  Score: Raw -653994.476391 + Penalty 2832.447814 = -651162.028578
  nChanged 14
		SP:Iteration 38Q (92938.830000 sec): 3 clusters
  Score: Raw -653998.026344 + Penalty 2832.447814 = -651165.578530
  nChanged 10
		SP:Iteration 39Q (92938.930000 sec): 3 clusters
  Score: Raw -654002.901565 + Penalty 2832.447814 = -651170.453752
  nChanged 18
		SP:Iteration 40F (92939.030000 sec): 3 clusters
  Score: Raw -654010.719478 + Penalty 2832.447814 = -651178.271664
  nChanged 19
		SP:Iteration 41Q (92939.130000 sec): 3 clusters
  Score: Raw -654019.880654 + Penalty 2832.447814 = -651187.432841
  nChanged 23
		SP:Iteration 42Q (92939.220000 sec): 3 clusters
  Score: Raw -654029.711565 + Penalty 2832.447814 = -651197.263751
  nChanged 21
		SP:Iteration 43Q (92939.320000 sec): 3 clusters
  Score: Raw -654037.042423 + Penalty 2832.447814 = -651204.594609
  nChanged 22
		SP:Iteration 44Q (92939.410000 sec): 3 clusters
  Score: Raw -654043.818844 + Penalty 2832.447814 = -651211.371031
  nChanged 14
		SP:Iteration 45Q (92939.510000 sec): 3 clusters
  Score: Raw -654049.392001 + Penalty 2832.447814 = -651216.944188
  nChanged 16
		SP:Iteration 46Q (92939.600000 sec): 3 clusters
  Score: Raw -654058.033804 + Penalty 2832.447814 = -651225.585990
  nChanged 22
		SP:Iteration 47Q (92939.700000 sec): 3 clusters
  Score: Raw -654064.894797 + Penalty 2832.447814 = -651232.446983
  nChanged 19
		SP:Iteration 48Q (92939.800000 sec): 3 clusters
  Score: Raw -654071.152923 + Penalty 2832.447814 = -651238.705109
  nChanged 17
		SP:Iteration 49Q (92939.890000 sec): 3 clusters
  Score: Raw -654077.925820 + Penalty 2832.447814 = -651245.478006
  nChanged 12
		SP:Iteration 50Q (92939.990000 sec): 3 clusters
  Score: Raw -654081.597638 + Penalty 2832.447814 = -651249.149824
  nChanged 12
		SP:Iteration 51Q (92940.090000 sec): 3 clusters
  Score: Raw -654086.419122 + Penalty 2832.447814 = -651253.971308
  nChanged 19
		SP:Iteration 52Q (92940.180000 sec): 3 clusters
  Score: Raw -654094.818943 + Penalty 2832.447814 = -651262.371129
  nChanged 22
		SP:Iteration 53Q (92940.280000 sec): 3 clusters
  Score: Raw -654102.238628 + Penalty 2832.447814 = -651269.790814
  nChanged 18
		SP:Iteration 54Q (92940.370000 sec): 3 clusters
  Score: Raw -654108.658288 + Penalty 2832.447814 = -651276.210474
  nChanged 17
		SP:Iteration 55Q (92940.470000 sec): 3 clusters
  Score: Raw -654114.933746 + Penalty 2832.447814 = -651282.485932
  nChanged 18
		SP:Iteration 56Q (92940.570000 sec): 3 clusters
  Score: Raw -654124.352074 + Penalty 2832.447814 = -651291.904260
  nChanged 18
		SP:Iteration 57Q (92940.670000 sec): 3 clusters
  Score: Raw -654130.865446 + Penalty 2832.447814 = -651298.417632
  nChanged 10
		SP:Iteration 58Q (92940.760000 sec): 3 clusters
  Score: Raw -654134.777732 + Penalty 2832.447814 = -651302.329918
  nChanged 11
		SP:Iteration 59Q (92940.860000 sec): 3 clusters
  Score: Raw -654137.488573 + Penalty 2832.447814 = -651305.040759
  nChanged 9
		SP:Iteration 60F (92940.960000 sec): 3 clusters
  Score: Raw -654140.041200 + Penalty 2832.447814 = -651307.593387
  nChanged 8
		SP:Iteration 61Q (92941.060000 sec): 3 clusters
  Score: Raw -654142.887185 + Penalty 2832.447814 = -651310.439371
  nChanged 10
		SP:Iteration 62Q (92941.150000 sec): 3 clusters
  Score: Raw -654146.541617 + Penalty 2832.447814 = -651314.093803
  nChanged 14
		SP:Iteration 63Q (92941.250000 sec): 3 clusters
  Score: Raw -654154.272547 + Penalty 2832.447814 = -651321.824733
  nChanged 19
		SP:Iteration 64Q (92941.340000 sec): 3 clusters
  Score: Raw -654165.069631 + Penalty 2832.447814 = -651332.621817
  nChanged 23
		SP:Iteration 65Q (92941.440000 sec): 3 clusters
  Score: Raw -654173.291690 + Penalty 2832.447814 = -651340.843876
  nChanged 9
		SP:Iteration 66Q (92941.530000 sec): 3 clusters
  Score: Raw -654177.237663 + Penalty 2832.447814 = -651344.789850
  nChanged 11
		SP:Iteration 67Q (92941.630000 sec): 3 clusters
  Score: Raw -654183.181728 + Penalty 2832.447814 = -651350.733914
  nChanged 14
		SP:Iteration 68Q (92941.720000 sec): 3 clusters
  Score: Raw -654188.780217 + Penalty 2832.447814 = -651356.332403
  nChanged 15
		SP:Iteration 69Q (92941.820000 sec): 3 clusters
  Score: Raw -654195.273574 + Penalty 2832.447814 = -651362.825760
  nChanged 13
		SP:Iteration 70Q (92941.920000 sec): 3 clusters
  Score: Raw -654201.519183 + Penalty 2832.447814 = -651369.071369
  nChanged 16
		SP:Iteration 71Q (92942.010000 sec): 3 clusters
  Score: Raw -654207.907711 + Penalty 2832.447814 = -651375.459897
  nChanged 10
		SP:Iteration 72Q (92942.110000 sec): 3 clusters
  Score: Raw -654211.416264 + Penalty 2832.447814 = -651378.968450
  nChanged 10
		SP:Iteration 73Q (92942.200000 sec): 3 clusters
  Score: Raw -654217.486583 + Penalty 2832.447814 = -651385.038769
  nChanged 10
		SP:Iteration 74Q (92942.300000 sec): 3 clusters
  Score: Raw -654223.307042 + Penalty 2832.447814 = -651390.859229
  nChanged 14
		SP:Iteration 75Q (92942.390000 sec): 3 clusters
  Score: Raw -654228.774412 + Penalty 2832.447814 = -651396.326598
  nChanged 16
		SP:Iteration 76Q (92942.480000 sec): 3 clusters
  Score: Raw -654236.136415 + Penalty 2832.447814 = -651403.688602
  nChanged 13
		SP:Iteration 77Q (92942.580000 sec): 3 clusters
  Score: Raw -654244.124317 + Penalty 2832.447814 = -651411.676504
  nChanged 18
		SP:Iteration 78Q (92942.680000 sec): 3 clusters
  Score: Raw -654254.229822 + Penalty 2832.447814 = -651421.782009
  nChanged 16
		SP:Iteration 79Q (92942.770000 sec): 3 clusters
  Score: Raw -654261.464352 + Penalty 2832.447814 = -651429.016538
  nChanged 8
		SP:Iteration 80F (92942.870000 sec): 3 clusters
  Score: Raw -654265.192325 + Penalty 2832.447814 = -651432.744511
  nChanged 8
		SP:Iteration 81Q (92942.970000 sec): 3 clusters
  Score: Raw -654270.140917 + Penalty 2832.447814 = -651437.693103
  nChanged 9
		SP:Iteration 82Q (92943.060000 sec): 3 clusters
  Score: Raw -654274.710625 + Penalty 2832.447814 = -651442.262812
  nChanged 11
		SP:Iteration 83Q (92943.160000 sec): 3 clusters
  Score: Raw -654279.924960 + Penalty 2832.447814 = -651447.477147
  nChanged 5
		SP:Iteration 84Q (92943.250000 sec): 3 clusters
  Score: Raw -654282.319425 + Penalty 2832.447814 = -651449.871611
  nChanged 6
		SP:Iteration 85Q (92943.350000 sec): 3 clusters
  Score: Raw -654284.235938 + Penalty 2832.447814 = -651451.788124
  nChanged 4
		SP:Iteration 86Q (92943.440000 sec): 3 clusters
  Score: Raw -654285.775044 + Penalty 2832.447814 = -651453.327230
  nChanged 3
		SP:Iteration 87Q (92943.540000 sec): 3 clusters
  Score: Raw -654286.932419 + Penalty 2832.447814 = -651454.484605
  nChanged 2
		SP:Iteration 88Q (92943.630000 sec): 3 clusters
  Score: Raw -654288.047116 + Penalty 2832.447814 = -651455.599302
  nChanged 0
		SP:Iteration 89F (92943.720000 sec): 3 clusters
  Score: Raw -654288.047116 + Penalty 2832.447814 = -651455.599302
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 13 (344 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92943.780000 sec): 2 clusters
  Score: Raw -32978.262964 + Penalty 949.104269 = -32029.158695
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92943.790000 sec): 3 clusters
  Score: Raw -33025.302153 + Penalty 1898.208539 = -31127.093614
  nChanged 77
		SP:Iteration 1F (92943.800000 sec): 3 clusters
  Score: Raw -33313.899314 + Penalty 1898.208539 = -31415.690775
  nChanged 33
		SP:Iteration 2F (92943.800000 sec): 3 clusters
  Score: Raw -33453.580179 + Penalty 1898.208539 = -31555.371640
  nChanged 15
		SP:Iteration 3Q (92943.810000 sec): 3 clusters
  Score: Raw -33494.794627 + Penalty 1898.208539 = -31596.586088
  nChanged 10
		SP:Iteration 4Q (92943.820000 sec): 3 clusters
  Score: Raw -33526.395472 + Penalty 1898.208539 = -31628.186933
  nChanged 3
		SP:Iteration 5Q (92943.820000 sec): 3 clusters
  Score: Raw -33530.698007 + Penalty 1898.208539 = -31632.489469
  nChanged 4
		SP:Iteration 6Q (92943.830000 sec): 3 clusters
  Score: Raw -33534.715557 + Penalty 1898.208539 = -31636.507018
  nChanged 1
		SP:Iteration 7Q (92943.840000 sec): 3 clusters
  Score: Raw -33540.995880 + Penalty 1898.208539 = -31642.787342
  nChanged 1
		SP:Iteration 8Q (92943.850000 sec): 3 clusters
  Score: Raw -33542.881231 + Penalty 1898.208539 = -31644.672692
  nChanged 1
		SP:Iteration 9Q (92943.860000 sec): 3 clusters
  Score: Raw -33544.612222 + Penalty 1898.208539 = -31646.403684
  nChanged 0
		SP:Iteration 10F (92943.860000 sec): 3 clusters
  Score: Raw -33544.612222 + Penalty 1898.208539 = -31646.403684
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 14 (891 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92943.910000 sec): 2 clusters
  Score: Raw -87648.141107 + Penalty 1103.755969 = -86544.385137
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92943.930000 sec): 3 clusters
  Score: Raw -87408.235407 + Penalty 2207.511939 = -85200.723468
  nChanged 294
		SP:Iteration 1F (92943.950000 sec): 3 clusters
  Score: Raw -87865.417385 + Penalty 2207.511939 = -85657.905446
  nChanged 86
		SP:Iteration 2F (92943.960000 sec): 3 clusters
  Score: Raw -87995.409669 + Penalty 2207.511939 = -85787.897730
  nChanged 51
		SP:Iteration 3F (92943.980000 sec): 3 clusters
  Score: Raw -88079.184950 + Penalty 2207.511939 = -85871.673011
  nChanged 40
		SP:Iteration 4Q (92944.000000 sec): 3 clusters
  Score: Raw -88166.821604 + Penalty 2207.511939 = -85959.309665
  nChanged 35
		SP:Iteration 5Q (92944.020000 sec): 3 clusters
  Score: Raw -88243.158325 + Penalty 2207.511939 = -86035.646386
  nChanged 28
		SP:Iteration 6Q (92944.030000 sec): 3 clusters
  Score: Raw -88284.607228 + Penalty 2207.511939 = -86077.095289
  nChanged 22
		SP:Iteration 7Q (92944.050000 sec): 3 clusters
  Score: Raw -88319.922628 + Penalty 2207.511939 = -86112.410689
  nChanged 15
		SP:Iteration 8Q (92944.070000 sec): 3 clusters
  Score: Raw -88347.378498 + Penalty 2207.511939 = -86139.866559
  nChanged 11
		SP:Iteration 9Q (92944.080000 sec): 3 clusters
  Score: Raw -88360.073426 + Penalty 2207.511939 = -86152.561487
  nChanged 7
		SP:Iteration 10Q (92944.100000 sec): 3 clusters
  Score: Raw -88373.819022 + Penalty 2207.511939 = -86166.307083
  nChanged 5
		SP:Iteration 11Q (92944.120000 sec): 3 clusters
  Score: Raw -88382.788380 + Penalty 2207.511939 = -86175.276441
  nChanged 3
		SP:Iteration 12Q (92944.130000 sec): 3 clusters
  Score: Raw -88386.983494 + Penalty 2207.511939 = -86179.471555
  nChanged 1
		SP:Iteration 13Q (92944.150000 sec): 3 clusters
  Score: Raw -88387.709498 + Penalty 2207.511939 = -86180.197559
  nChanged 1
		SP:Iteration 14Q (92944.160000 sec): 3 clusters
  Score: Raw -88390.161863 + Penalty 2207.511939 = -86182.649924
  nChanged 1
		SP:Iteration 15Q (92944.180000 sec): 3 clusters
  Score: Raw -88390.539215 + Penalty 2207.511939 = -86183.027276
  nChanged 0
		SP:Iteration 16F (92944.200000 sec): 3 clusters
  Score: Raw -88396.019128 + Penalty 2207.511939 = -86188.507189
  nChanged 1
		SP:Iteration 17Q (92944.220000 sec): 3 clusters
  Score: Raw -88421.482586 + Penalty 2207.511939 = -86213.970647
  nChanged 4
		SP:Iteration 18Q (92944.230000 sec): 3 clusters
  Score: Raw -88426.842069 + Penalty 2207.511939 = -86219.330130
  nChanged 2
		SP:Iteration 19Q (92944.250000 sec): 3 clusters
  Score: Raw -88430.118193 + Penalty 2207.511939 = -86222.606254
  nChanged 4
		SP:Iteration 20F (92944.260000 sec): 3 clusters
  Score: Raw -88434.348106 + Penalty 2207.511939 = -86226.836167
  nChanged 1
		SP:Iteration 21Q (92944.280000 sec): 3 clusters
  Score: Raw -88435.130722 + Penalty 2207.511939 = -86227.618783
  nChanged 2
		SP:Iteration 22Q (92944.300000 sec): 3 clusters
  Score: Raw -88438.360847 + Penalty 2207.511939 = -86230.848908
  nChanged 2
		SP:Iteration 23Q (92944.320000 sec): 3 clusters
  Score: Raw -88443.530729 + Penalty 2207.511939 = -86236.018790
  nChanged 2
		SP:Iteration 24Q (92944.330000 sec): 3 clusters
  Score: Raw -88451.064555 + Penalty 2207.511939 = -86243.552616
  nChanged 5
		SP:Iteration 25Q (92944.350000 sec): 3 clusters
  Score: Raw -88454.581034 + Penalty 2207.511939 = -86247.069095
  nChanged 1
		SP:Iteration 26Q (92944.360000 sec): 3 clusters
  Score: Raw -88456.113014 + Penalty 2207.511939 = -86248.601075
  nChanged 3
		SP:Iteration 27Q (92944.380000 sec): 3 clusters
  Score: Raw -88459.783042 + Penalty 2207.511939 = -86252.271104
  nChanged 2
		SP:Iteration 28Q (92944.400000 sec): 3 clusters
  Score: Raw -88462.473246 + Penalty 2207.511939 = -86254.961307
  nChanged 0
		SP:Iteration 29F (92944.420000 sec): 3 clusters
  Score: Raw -88462.473246 + Penalty 2207.511939 = -86254.961307
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 15 (36264 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92944.740000 sec): 2 clusters
  Score: Raw -4577584.150720 + Penalty 1706.019379 = -4575878.131341
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92945.140000 sec): 3 clusters
  Score: Raw -4554881.061908 + Penalty 3412.038758 = -4551469.023151
  nChanged 17023
		SP:Iteration 1F (92945.500000 sec): 3 clusters
  Score: Raw -4564517.035823 + Penalty 3412.038758 = -4561104.997066
  nChanged 1760
		SP:Iteration 2Q (92945.900000 sec): 3 clusters
  Score: Raw -4565147.800218 + Penalty 3412.038758 = -4561735.761461
  nChanged 1927
		SP:Iteration 3F (92946.300000 sec): 3 clusters
  Score: Raw -4565997.727284 + Penalty 3412.038758 = -4562585.688526
  nChanged 2161
		SP:Iteration 4F (92946.650000 sec): 3 clusters
  Score: Raw -4567107.226117 + Penalty 3412.038758 = -4563695.187359
  nChanged 2268
		SP:Iteration 5F (92947.050000 sec): 3 clusters
  Score: Raw -4568361.288762 + Penalty 3412.038758 = -4564949.250004
  nChanged 2243
		SP:Iteration 6F (92947.440000 sec): 3 clusters
  Score: Raw -4569612.653977 + Penalty 3412.038758 = -4566200.615219
  nChanged 2016
		SP:Iteration 7F (92947.790000 sec): 3 clusters
  Score: Raw -4570749.825941 + Penalty 3412.038758 = -4567337.787183
  nChanged 1870
		SP:Iteration 8F (92948.190000 sec): 3 clusters
  Score: Raw -4571908.054252 + Penalty 3412.038758 = -4568496.015494
  nChanged 1782
		SP:Iteration 9Q (92948.590000 sec): 3 clusters
  Score: Raw -4573190.048961 + Penalty 3412.038758 = -4569778.010203
  nChanged 1711
		SP:Iteration 10Q (92948.940000 sec): 3 clusters
  Score: Raw -4574638.920463 + Penalty 3412.038758 = -4571226.881705
  nChanged 1478
		SP:Iteration 11Q (92949.340000 sec): 3 clusters
  Score: Raw -4575972.177992 + Penalty 3412.038758 = -4572560.139234
  nChanged 970
		SP:Iteration 12Q (92949.740000 sec): 3 clusters
  Score: Raw -4576839.575555 + Penalty 3412.038758 = -4573427.536797
  nChanged 571
		SP:Iteration 13Q (92950.080000 sec): 3 clusters
  Score: Raw -4577331.396165 + Penalty 3412.038758 = -4573919.357407
  nChanged 290
		SP:Iteration 14Q (92950.450000 sec): 3 clusters
  Score: Raw -4577576.973597 + Penalty 3412.038758 = -4574164.934839
  nChanged 138
		SP:Iteration 15Q (92950.760000 sec): 3 clusters
  Score: Raw -4577699.865274 + Penalty 3412.038758 = -4574287.826516
  nChanged 80
		SP:Iteration 16Q (92951.080000 sec): 3 clusters
  Score: Raw -4577759.834965 + Penalty 3412.038758 = -4574347.796208
  nChanged 55
		SP:Iteration 17Q (92951.420000 sec): 3 clusters
  Score: Raw -4577805.137383 + Penalty 3412.038758 = -4574393.098625
  nChanged 36
		SP:Iteration 18Q (92951.760000 sec): 3 clusters
  Score: Raw -4577829.239300 + Penalty 3412.038758 = -4574417.200543
  nChanged 25
		SP:Iteration 19Q (92952.070000 sec): 3 clusters
  Score: Raw -4577850.982122 + Penalty 3412.038758 = -4574438.943364
  nChanged 26
		SP:Iteration 20F (92952.420000 sec): 3 clusters
  Score: Raw -4577869.580136 + Penalty 3412.038758 = -4574457.541378
  nChanged 22
		SP:Iteration 21Q (92952.760000 sec): 3 clusters
  Score: Raw -4577888.941254 + Penalty 3412.038758 = -4574476.902497
  nChanged 17
		SP:Iteration 22Q (92953.070000 sec): 3 clusters
  Score: Raw -4577905.690595 + Penalty 3412.038758 = -4574493.651838
  nChanged 14
		SP:Iteration 23Q (92953.380000 sec): 3 clusters
  Score: Raw -4577914.804101 + Penalty 3412.038758 = -4574502.765344
  nChanged 11
		SP:Iteration 24Q (92953.690000 sec): 3 clusters
  Score: Raw -4577922.868135 + Penalty 3412.038758 = -4574510.829378
  nChanged 8
		SP:Iteration 25Q (92954.050000 sec): 3 clusters
  Score: Raw -4577928.029558 + Penalty 3412.038758 = -4574515.990800
  nChanged 4
		SP:Iteration 26Q (92954.390000 sec): 3 clusters
  Score: Raw -4577930.021035 + Penalty 3412.038758 = -4574517.982277
  nChanged 0
		SP:Iteration 27F (92954.730000 sec): 3 clusters
  Score: Raw -4577930.021035 + Penalty 3412.038758 = -4574517.982277
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 16 (10889 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92954.830000 sec): 2 clusters
  Score: Raw -1301075.937080 + Penalty 1510.520112 = -1299565.416968
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92955.030000 sec): 3 clusters
  Score: Raw -1294837.155596 + Penalty 3021.040225 = -1291816.115371
  nChanged 4713
		SP:Iteration 1F (92955.170000 sec): 3 clusters
  Score: Raw -1297532.253581 + Penalty 3021.040225 = -1294511.213356
  nChanged 749
		SP:Iteration 2F (92955.310000 sec): 3 clusters
  Score: Raw -1297920.554764 + Penalty 3021.040225 = -1294899.514539
  nChanged 617
		SP:Iteration 3F (92955.490000 sec): 3 clusters
  Score: Raw -1298268.388096 + Penalty 3021.040225 = -1295247.347872
  nChanged 603
		SP:Iteration 4F (92955.630000 sec): 3 clusters
  Score: Raw -1298659.741374 + Penalty 3021.040225 = -1295638.701149
  nChanged 645
		SP:Iteration 5F (92955.800000 sec): 3 clusters
  Score: Raw -1299081.223602 + Penalty 3021.040225 = -1296060.183378
  nChanged 579
		SP:Iteration 6F (92955.970000 sec): 3 clusters
  Score: Raw -1299471.388689 + Penalty 3021.040225 = -1296450.348465
  nChanged 541
		SP:Iteration 7Q (92956.110000 sec): 3 clusters
  Score: Raw -1299830.372134 + Penalty 3021.040225 = -1296809.331909
  nChanged 505
		SP:Iteration 8Q (92956.280000 sec): 3 clusters
  Score: Raw -1300156.160962 + Penalty 3021.040225 = -1297135.120737
  nChanged 443
		SP:Iteration 9Q (92956.430000 sec): 3 clusters
  Score: Raw -1300434.687870 + Penalty 3021.040225 = -1297413.647645
  nChanged 379
		SP:Iteration 10Q (92956.580000 sec): 3 clusters
  Score: Raw -1300659.403239 + Penalty 3021.040225 = -1297638.363014
  nChanged 301
		SP:Iteration 11Q (92956.760000 sec): 3 clusters
  Score: Raw -1300805.244157 + Penalty 3021.040225 = -1297784.203932
  nChanged 232
		SP:Iteration 12Q (92956.900000 sec): 3 clusters
  Score: Raw -1300923.263443 + Penalty 3021.040225 = -1297902.223218
  nChanged 180
		SP:Iteration 13Q (92957.060000 sec): 3 clusters
  Score: Raw -1301035.343655 + Penalty 3021.040225 = -1298014.303430
  nChanged 185
		SP:Iteration 14Q (92957.210000 sec): 3 clusters
  Score: Raw -1301157.166425 + Penalty 3021.040225 = -1298136.126200
  nChanged 193
		SP:Iteration 15Q (92957.360000 sec): 3 clusters
  Score: Raw -1301275.747286 + Penalty 3021.040225 = -1298254.707061
  nChanged 166
		SP:Iteration 16Q (92957.530000 sec): 3 clusters
  Score: Raw -1301371.274787 + Penalty 3021.040225 = -1298350.234562
  nChanged 164
		SP:Iteration 17Q (92957.670000 sec): 3 clusters
  Score: Raw -1301444.577647 + Penalty 3021.040225 = -1298423.537422
  nChanged 151
		SP:Iteration 18Q (92957.830000 sec): 3 clusters
  Score: Raw -1301505.874785 + Penalty 3021.040225 = -1298484.834560
  nChanged 127
		SP:Iteration 19Q (92958.000000 sec): 3 clusters
  Score: Raw -1301544.404311 + Penalty 3021.040225 = -1298523.364086
  nChanged 111
		SP:Iteration 20F (92958.150000 sec): 3 clusters
  Score: Raw -1301575.600107 + Penalty 3021.040225 = -1298554.559882
  nChanged 97
		SP:Iteration 21Q (92958.320000 sec): 3 clusters
  Score: Raw -1301604.986987 + Penalty 3021.040225 = -1298583.946762
  nChanged 99
		SP:Iteration 22Q (92958.460000 sec): 3 clusters
  Score: Raw -1301637.646861 + Penalty 3021.040225 = -1298616.606636
  nChanged 106
		SP:Iteration 23Q (92958.610000 sec): 3 clusters
  Score: Raw -1301678.560115 + Penalty 3021.040225 = -1298657.519890
  nChanged 107
		SP:Iteration 24Q (92958.780000 sec): 3 clusters
  Score: Raw -1301714.185043 + Penalty 3021.040225 = -1298693.144818
  nChanged 109
		SP:Iteration 25Q (92958.930000 sec): 3 clusters
  Score: Raw -1301749.591566 + Penalty 3021.040225 = -1298728.551341
  nChanged 119
		SP:Iteration 26Q (92959.070000 sec): 3 clusters
  Score: Raw -1301790.044159 + Penalty 3021.040225 = -1298769.003934
  nChanged 113
		SP:Iteration 27Q (92959.250000 sec): 3 clusters
  Score: Raw -1301829.320810 + Penalty 3021.040225 = -1298808.280585
  nChanged 108
		SP:Iteration 28Q (92959.390000 sec): 3 clusters
  Score: Raw -1301864.814005 + Penalty 3021.040225 = -1298843.773780
  nChanged 102
		SP:Iteration 29Q (92959.530000 sec): 3 clusters
  Score: Raw -1301890.564434 + Penalty 3021.040225 = -1298869.524209
  nChanged 77
		SP:Iteration 30Q (92959.710000 sec): 3 clusters
  Score: Raw -1301907.066540 + Penalty 3021.040225 = -1298886.026315
  nChanged 53
		SP:Iteration 31Q (92959.850000 sec): 3 clusters
  Score: Raw -1301917.349267 + Penalty 3021.040225 = -1298896.309042
  nChanged 61
		SP:Iteration 32Q (92960.000000 sec): 3 clusters
  Score: Raw -1301929.122453 + Penalty 3021.040225 = -1298908.082228
  nChanged 59
		SP:Iteration 33Q (92960.170000 sec): 3 clusters
  Score: Raw -1301941.840073 + Penalty 3021.040225 = -1298920.799848
  nChanged 54
		SP:Iteration 34Q (92960.310000 sec): 3 clusters
  Score: Raw -1301953.456569 + Penalty 3021.040225 = -1298932.416344
  nChanged 40
		SP:Iteration 35Q (92960.470000 sec): 3 clusters
  Score: Raw -1301962.371540 + Penalty 3021.040225 = -1298941.331315
  nChanged 44
		SP:Iteration 36Q (92960.610000 sec): 3 clusters
  Score: Raw -1301969.185127 + Penalty 3021.040225 = -1298948.144903
  nChanged 41
		SP:Iteration 37Q (92960.760000 sec): 3 clusters
  Score: Raw -1301975.697827 + Penalty 3021.040225 = -1298954.657602
  nChanged 27
		SP:Iteration 38Q (92960.930000 sec): 3 clusters
  Score: Raw -1301979.875370 + Penalty 3021.040225 = -1298958.835145
  nChanged 27
		SP:Iteration 39Q (92961.070000 sec): 3 clusters
  Score: Raw -1301985.347079 + Penalty 3021.040225 = -1298964.306854
  nChanged 36
		SP:Iteration 40F (92961.230000 sec): 3 clusters
  Score: Raw -1301994.948530 + Penalty 3021.040225 = -1298973.908305
  nChanged 46
		SP:Iteration 41Q (92961.410000 sec): 3 clusters
  Score: Raw -1302003.917792 + Penalty 3021.040225 = -1298982.877567
  nChanged 44
		SP:Iteration 42Q (92961.550000 sec): 3 clusters
  Score: Raw -1302011.808076 + Penalty 3021.040225 = -1298990.767851
  nChanged 31
		SP:Iteration 43Q (92961.700000 sec): 3 clusters
  Score: Raw -1302020.016712 + Penalty 3021.040225 = -1298998.976487
  nChanged 48
		SP:Iteration 44Q (92961.870000 sec): 3 clusters
  Score: Raw -1302029.031891 + Penalty 3021.040225 = -1299007.991666
  nChanged 40
		SP:Iteration 45Q (92962.010000 sec): 3 clusters
  Score: Raw -1302036.231374 + Penalty 3021.040225 = -1299015.191149
  nChanged 47
		SP:Iteration 46Q (92962.170000 sec): 3 clusters
  Score: Raw -1302046.026413 + Penalty 3021.040225 = -1299024.986188
  nChanged 45
		SP:Iteration 47Q (92962.320000 sec): 3 clusters
  Score: Raw -1302054.748681 + Penalty 3021.040225 = -1299033.708456
  nChanged 38
		SP:Iteration 48Q (92962.460000 sec): 3 clusters
  Score: Raw -1302061.467924 + Penalty 3021.040225 = -1299040.427699
  nChanged 29
		SP:Iteration 49Q (92962.640000 sec): 3 clusters
  Score: Raw -1302067.771314 + Penalty 3021.040225 = -1299046.731089
  nChanged 30
		SP:Iteration 50Q (92962.780000 sec): 3 clusters
  Score: Raw -1302074.371302 + Penalty 3021.040225 = -1299053.331077
  nChanged 32
		SP:Iteration 51Q (92962.930000 sec): 3 clusters
  Score: Raw -1302082.698676 + Penalty 3021.040225 = -1299061.658451
  nChanged 44
		SP:Iteration 52Q (92963.100000 sec): 3 clusters
  Score: Raw -1302094.575234 + Penalty 3021.040225 = -1299073.535009
  nChanged 40
		SP:Iteration 53Q (92963.250000 sec): 3 clusters
  Score: Raw -1302103.192254 + Penalty 3021.040225 = -1299082.152030
  nChanged 29
		SP:Iteration 54Q (92963.390000 sec): 3 clusters
  Score: Raw -1302108.280169 + Penalty 3021.040225 = -1299087.239944
  nChanged 19
		SP:Iteration 55Q (92963.570000 sec): 3 clusters
  Score: Raw -1302110.444935 + Penalty 3021.040225 = -1299089.404710
  nChanged 18
		SP:Iteration 56Q (92963.710000 sec): 3 clusters
  Score: Raw -1302112.832037 + Penalty 3021.040225 = -1299091.791812
  nChanged 11
		SP:Iteration 57Q (92963.860000 sec): 3 clusters
  Score: Raw -1302113.816847 + Penalty 3021.040225 = -1299092.776622
  nChanged 12
		SP:Iteration 58Q (92964.030000 sec): 3 clusters
  Score: Raw -1302115.164331 + Penalty 3021.040225 = -1299094.124106
  nChanged 14
		SP:Iteration 59Q (92964.170000 sec): 3 clusters
  Score: Raw -1302116.392097 + Penalty 3021.040225 = -1299095.351872
  nChanged 10
		SP:Iteration 60F (92964.330000 sec): 3 clusters
  Score: Raw -1302117.077366 + Penalty 3021.040225 = -1299096.037141
  nChanged 4
		SP:Iteration 61Q (92964.480000 sec): 3 clusters
  Score: Raw -1302117.322909 + Penalty 3021.040225 = -1299096.282684
  nChanged 4
		SP:Iteration 62Q (92964.630000 sec): 3 clusters
  Score: Raw -1302117.652986 + Penalty 3021.040225 = -1299096.612761
  nChanged 2
		SP:Iteration 63Q (92964.800000 sec): 3 clusters
  Score: Raw -1302117.851280 + Penalty 3021.040225 = -1299096.811055
  nChanged 3
		SP:Iteration 64Q (92964.950000 sec): 3 clusters
  Score: Raw -1302118.278262 + Penalty 3021.040225 = -1299097.238037
  nChanged 4
		SP:Iteration 65Q (92965.090000 sec): 3 clusters
  Score: Raw -1302118.871631 + Penalty 3021.040225 = -1299097.831406
  nChanged 4
		SP:Iteration 66Q (92965.270000 sec): 3 clusters
  Score: Raw -1302119.332086 + Penalty 3021.040225 = -1299098.291861
  nChanged 0
		SP:Iteration 67F (92965.420000 sec): 3 clusters
  Score: Raw -1302119.332086 + Penalty 3021.040225 = -1299098.291861
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 17 (1003 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92965.480000 sec): 2 clusters
  Score: Raw -116191.811557 + Penalty 1122.997003 = -115068.814554
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92965.500000 sec): 3 clusters
  Score: Raw -115911.671565 + Penalty 2245.994006 = -113665.677559
  nChanged 314
		SP:Iteration 1F (92965.520000 sec): 3 clusters
  Score: Raw -116159.936453 + Penalty 2245.994006 = -113913.942447
  nChanged 64
		SP:Iteration 2F (92965.540000 sec): 3 clusters
  Score: Raw -116210.340956 + Penalty 2245.994006 = -113964.346949
  nChanged 35
		SP:Iteration 3Q (92965.560000 sec): 3 clusters
  Score: Raw -116242.081647 + Penalty 2245.994006 = -113996.087641
  nChanged 19
		SP:Iteration 4Q (92965.580000 sec): 3 clusters
  Score: Raw -116265.171632 + Penalty 2245.994006 = -114019.177626
  nChanged 22
		SP:Iteration 5Q (92965.600000 sec): 3 clusters
  Score: Raw -116282.600136 + Penalty 2245.994006 = -114036.606130
  nChanged 13
		SP:Iteration 6Q (92965.620000 sec): 3 clusters
  Score: Raw -116298.771035 + Penalty 2245.994006 = -114052.777029
  nChanged 13
		SP:Iteration 7Q (92965.640000 sec): 3 clusters
  Score: Raw -116306.206573 + Penalty 2245.994006 = -114060.212567
  nChanged 8
		SP:Iteration 8Q (92965.660000 sec): 3 clusters
  Score: Raw -116314.386455 + Penalty 2245.994006 = -114068.392449
  nChanged 8
		SP:Iteration 9Q (92965.680000 sec): 3 clusters
  Score: Raw -116322.418809 + Penalty 2245.994006 = -114076.424803
  nChanged 11
		SP:Iteration 10Q (92965.700000 sec): 3 clusters
  Score: Raw -116334.137908 + Penalty 2245.994006 = -114088.143902
  nChanged 15
		SP:Iteration 11Q (92965.720000 sec): 3 clusters
  Score: Raw -116350.656609 + Penalty 2245.994006 = -114104.662603
  nChanged 13
		SP:Iteration 12Q (92965.740000 sec): 3 clusters
  Score: Raw -116365.351158 + Penalty 2245.994006 = -114119.357152
  nChanged 15
		SP:Iteration 13Q (92965.760000 sec): 3 clusters
  Score: Raw -116387.407408 + Penalty 2245.994006 = -114141.413402
  nChanged 24
		SP:Iteration 14Q (92965.780000 sec): 3 clusters
  Score: Raw -116420.654761 + Penalty 2245.994006 = -114174.660755
  nChanged 22
		SP:Iteration 15Q (92965.800000 sec): 3 clusters
  Score: Raw -116459.864679 + Penalty 2245.994006 = -114213.870673
  nChanged 21
		SP:Iteration 16Q (92965.810000 sec): 3 clusters
  Score: Raw -116490.280698 + Penalty 2245.994006 = -114244.286692
  nChanged 20
		SP:Iteration 17Q (92965.830000 sec): 3 clusters
  Score: Raw -116518.998526 + Penalty 2245.994006 = -114273.004520
  nChanged 19
		SP:Iteration 18Q (92965.850000 sec): 3 clusters
  Score: Raw -116558.992625 + Penalty 2245.994006 = -114312.998619
  nChanged 25
		SP:Iteration 19Q (92965.870000 sec): 3 clusters
  Score: Raw -116626.924379 + Penalty 2245.994006 = -114380.930373
  nChanged 33
		SP:Iteration 20F (92965.890000 sec): 3 clusters
  Score: Raw -116685.002309 + Penalty 2245.994006 = -114439.008303
  nChanged 23
		SP:Iteration 21Q (92965.910000 sec): 3 clusters
  Score: Raw -116741.908556 + Penalty 2245.994006 = -114495.914550
  nChanged 30
		SP:Iteration 22Q (92965.930000 sec): 3 clusters
  Score: Raw -116803.296020 + Penalty 2245.994006 = -114557.302013
  nChanged 33
		SP:Iteration 23Q (92965.980000 sec): 3 clusters
  Score: Raw -116887.468208 + Penalty 2245.994006 = -114641.474201
  nChanged 32
		SP:Iteration 24Q (92966.000000 sec): 3 clusters
  Score: Raw -116966.782058 + Penalty 2245.994006 = -114720.788052
  nChanged 27
		SP:Iteration 25Q (92966.020000 sec): 3 clusters
  Score: Raw -117025.809250 + Penalty 2245.994006 = -114779.815244
  nChanged 16
		SP:Iteration 26Q (92966.040000 sec): 3 clusters
  Score: Raw -117069.975969 + Penalty 2245.994006 = -114823.981963
  nChanged 15
		SP:Iteration 27Q (92966.060000 sec): 3 clusters
  Score: Raw -117108.335584 + Penalty 2245.994006 = -114862.341578
  nChanged 5
		SP:Iteration 28Q (92966.080000 sec): 3 clusters
  Score: Raw -117130.774926 + Penalty 2245.994006 = -114884.780920
  nChanged 7
		SP:Iteration 29Q (92966.090000 sec): 3 clusters
  Score: Raw -117156.351575 + Penalty 2245.994006 = -114910.357569
  nChanged 3
		SP:Iteration 30Q (92966.110000 sec): 3 clusters
  Score: Raw -117167.048383 + Penalty 2245.994006 = -114921.054377
  nChanged 2
		SP:Iteration 31Q (92966.130000 sec): 3 clusters
  Score: Raw -117173.969622 + Penalty 2245.994006 = -114927.975616
  nChanged 0
		SP:Iteration 32F (92966.150000 sec): 3 clusters
  Score: Raw -117173.969622 + Penalty 2245.994006 = -114927.975616
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 18 (6488 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92966.240000 sec): 2 clusters
  Score: Raw -767661.101917 + Penalty 1426.377809 = -766234.724108
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92966.370000 sec): 3 clusters
  Score: Raw -764219.707800 + Penalty 2852.755619 = -761366.952181
  nChanged 2731
		SP:Iteration 1F (92966.470000 sec): 3 clusters
  Score: Raw -765826.991390 + Penalty 2852.755619 = -762974.235771
  nChanged 451
		SP:Iteration 2F (92966.580000 sec): 3 clusters
  Score: Raw -766097.201929 + Penalty 2852.755619 = -763244.446310
  nChanged 361
		SP:Iteration 3F (92966.690000 sec): 3 clusters
  Score: Raw -766319.463122 + Penalty 2852.755619 = -763466.707504
  nChanged 337
		SP:Iteration 4F (92966.800000 sec): 3 clusters
  Score: Raw -766510.402176 + Penalty 2852.755619 = -763657.646557
  nChanged 353
		SP:Iteration 5F (92966.910000 sec): 3 clusters
  Score: Raw -766754.987495 + Penalty 2852.755619 = -763902.231876
  nChanged 407
		SP:Iteration 6F (92967.010000 sec): 3 clusters
  Score: Raw -767085.439090 + Penalty 2852.755619 = -764232.683471
  nChanged 441
		SP:Iteration 7F (92967.120000 sec): 3 clusters
  Score: Raw -767461.162151 + Penalty 2852.755619 = -764608.406533
  nChanged 371
		SP:Iteration 8F (92967.230000 sec): 3 clusters
  Score: Raw -767767.250475 + Penalty 2852.755619 = -764914.494856
  nChanged 333
		SP:Iteration 9F (92967.340000 sec): 3 clusters
  Score: Raw -768079.058683 + Penalty 2852.755619 = -765226.303064
  nChanged 238
		SP:Iteration 10Q (92967.450000 sec): 3 clusters
  Score: Raw -768317.888285 + Penalty 2852.755619 = -765465.132666
  nChanged 175
		SP:Iteration 11Q (92967.550000 sec): 3 clusters
  Score: Raw -768508.036590 + Penalty 2852.755619 = -765655.280972
  nChanged 111
		SP:Iteration 12Q (92967.650000 sec): 3 clusters
  Score: Raw -768614.127391 + Penalty 2852.755619 = -765761.371772
  nChanged 67
		SP:Iteration 13Q (92967.760000 sec): 3 clusters
  Score: Raw -768667.760102 + Penalty 2852.755619 = -765815.004484
  nChanged 45
		SP:Iteration 14Q (92967.860000 sec): 3 clusters
  Score: Raw -768690.443167 + Penalty 2852.755619 = -765837.687548
  nChanged 24
		SP:Iteration 15Q (92967.960000 sec): 3 clusters
  Score: Raw -768697.365136 + Penalty 2852.755619 = -765844.609518
  nChanged 17
		SP:Iteration 16Q (92968.070000 sec): 3 clusters
  Score: Raw -768703.029950 + Penalty 2852.755619 = -765850.274331
  nChanged 13
		SP:Iteration 17Q (92968.170000 sec): 3 clusters
  Score: Raw -768707.779144 + Penalty 2852.755619 = -765855.023526
  nChanged 4
		SP:Iteration 18Q (92968.270000 sec): 3 clusters
  Score: Raw -768708.558501 + Penalty 2852.755619 = -765855.802883
  nChanged 1
		SP:Iteration 19Q (92968.370000 sec): 3 clusters
  Score: Raw -768709.094250 + Penalty 2852.755619 = -765856.338631
  nChanged 3
		SP:Iteration 20F (92968.490000 sec): 3 clusters
  Score: Raw -768709.656596 + Penalty 2852.755619 = -765856.900978
  nChanged 1
		SP:Iteration 21Q (92968.600000 sec): 3 clusters
  Score: Raw -768709.904539 + Penalty 2852.755619 = -765857.148920
  nChanged 2
		SP:Iteration 22Q (92968.700000 sec): 3 clusters
  Score: Raw -768710.294751 + Penalty 2852.755619 = -765857.539132
  nChanged 3
		SP:Iteration 23Q (92968.800000 sec): 3 clusters
  Score: Raw -768710.720779 + Penalty 2852.755619 = -765857.965161
  nChanged 0
		SP:Iteration 24F (92968.910000 sec): 3 clusters
  Score: Raw -768710.720779 + Penalty 2852.755619 = -765857.965161
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 19 (17629 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92969.080000 sec): 2 clusters
  Score: Raw -2025789.392028 + Penalty 1588.811340 = -2024200.580688
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92969.330000 sec): 3 clusters
  Score: Raw -2015376.418294 + Penalty 3177.622679 = -2012198.795615
  nChanged 7813
		SP:Iteration 1F (92969.530000 sec): 3 clusters
  Score: Raw -2020402.225091 + Penalty 3177.622679 = -2017224.602411
  nChanged 1383
		SP:Iteration 2F (92969.730000 sec): 3 clusters
  Score: Raw -2021482.582739 + Penalty 3177.622679 = -2018304.960059
  nChanged 1384
		SP:Iteration 3F (92969.950000 sec): 3 clusters
  Score: Raw -2022492.734445 + Penalty 3177.622679 = -2019315.111766
  nChanged 1223
		SP:Iteration 4F (92970.190000 sec): 3 clusters
  Score: Raw -2023202.731243 + Penalty 3177.622679 = -2020025.108564
  nChanged 904
		SP:Iteration 5F (92970.390000 sec): 3 clusters
  Score: Raw -2023625.521374 + Penalty 3177.622679 = -2020447.898694
  nChanged 729
		SP:Iteration 6Q (92970.590000 sec): 3 clusters
  Score: Raw -2023944.188947 + Penalty 3177.622679 = -2020766.566268
  nChanged 603
		SP:Iteration 7Q (92970.860000 sec): 3 clusters
  Score: Raw -2024211.890368 + Penalty 3177.622679 = -2021034.267688
  nChanged 518
		SP:Iteration 8Q (92971.060000 sec): 3 clusters
  Score: Raw -2024429.234008 + Penalty 3177.622679 = -2021251.611329
  nChanged 470
		SP:Iteration 9Q (92971.250000 sec): 3 clusters
  Score: Raw -2024618.558422 + Penalty 3177.622679 = -2021440.935742
  nChanged 394
		SP:Iteration 10Q (92971.460000 sec): 3 clusters
  Score: Raw -2024773.836718 + Penalty 3177.622679 = -2021596.214038
  nChanged 376
		SP:Iteration 11Q (92971.690000 sec): 3 clusters
  Score: Raw -2024953.092132 + Penalty 3177.622679 = -2021775.469452
  nChanged 393
		SP:Iteration 12Q (92971.890000 sec): 3 clusters
  Score: Raw -2025153.684987 + Penalty 3177.622679 = -2021976.062307
  nChanged 415
		SP:Iteration 13Q (92972.090000 sec): 3 clusters
  Score: Raw -2025397.620665 + Penalty 3177.622679 = -2022219.997986
  nChanged 437
		SP:Iteration 14Q (92972.290000 sec): 3 clusters
  Score: Raw -2025668.402199 + Penalty 3177.622679 = -2022490.779519
  nChanged 421
		SP:Iteration 15Q (92972.550000 sec): 3 clusters
  Score: Raw -2025926.811679 + Penalty 3177.622679 = -2022749.188999
  nChanged 370
		SP:Iteration 16Q (92972.750000 sec): 3 clusters
  Score: Raw -2026153.879780 + Penalty 3177.622679 = -2022976.257100
  nChanged 316
		SP:Iteration 17Q (92972.940000 sec): 3 clusters
  Score: Raw -2026331.652450 + Penalty 3177.622679 = -2023154.029770
  nChanged 284
		SP:Iteration 18Q (92973.140000 sec): 3 clusters
  Score: Raw -2026473.561913 + Penalty 3177.622679 = -2023295.939233
  nChanged 212
		SP:Iteration 19Q (92973.400000 sec): 3 clusters
  Score: Raw -2026561.054505 + Penalty 3177.622679 = -2023383.431826
  nChanged 208
		SP:Iteration 20F (92973.600000 sec): 3 clusters
  Score: Raw -2026640.899099 + Penalty 3177.622679 = -2023463.276420
  nChanged 165
		SP:Iteration 21Q (92973.780000 sec): 3 clusters
  Score: Raw -2026698.109804 + Penalty 3177.622679 = -2023520.487124
  nChanged 133
		SP:Iteration 22Q (92973.970000 sec): 3 clusters
  Score: Raw -2026744.843233 + Penalty 3177.622679 = -2023567.220553
  nChanged 125
		SP:Iteration 23Q (92974.230000 sec): 3 clusters
  Score: Raw -2026784.799865 + Penalty 3177.622679 = -2023607.177186
  nChanged 120
		SP:Iteration 24Q (92974.450000 sec): 3 clusters
  Score: Raw -2026820.848506 + Penalty 3177.622679 = -2023643.225827
  nChanged 107
		SP:Iteration 25Q (92974.630000 sec): 3 clusters
  Score: Raw -2026857.420560 + Penalty 3177.622679 = -2023679.797880
  nChanged 88
		SP:Iteration 26Q (92974.820000 sec): 3 clusters
  Score: Raw -2026882.293968 + Penalty 3177.622679 = -2023704.671288
  nChanged 65
		SP:Iteration 27Q (92975.070000 sec): 3 clusters
  Score: Raw -2026901.365589 + Penalty 3177.622679 = -2023723.742909
  nChanged 54
		SP:Iteration 28Q (92975.290000 sec): 3 clusters
  Score: Raw -2026916.213042 + Penalty 3177.622679 = -2023738.590362
  nChanged 55
		SP:Iteration 29Q (92975.480000 sec): 3 clusters
  Score: Raw -2026931.564675 + Penalty 3177.622679 = -2023753.941996
  nChanged 46
		SP:Iteration 30Q (92975.660000 sec): 3 clusters
  Score: Raw -2026944.085326 + Penalty 3177.622679 = -2023766.462647
  nChanged 53
		SP:Iteration 31Q (92975.850000 sec): 3 clusters
  Score: Raw -2026958.533778 + Penalty 3177.622679 = -2023780.911099
  nChanged 45
		SP:Iteration 32Q (92976.040000 sec): 3 clusters
  Score: Raw -2026974.738283 + Penalty 3177.622679 = -2023797.115603
  nChanged 45
		SP:Iteration 33Q (92976.290000 sec): 3 clusters
  Score: Raw -2026987.963944 + Penalty 3177.622679 = -2023810.341265
  nChanged 41
		SP:Iteration 34Q (92976.520000 sec): 3 clusters
  Score: Raw -2026998.396463 + Penalty 3177.622679 = -2023820.773784
  nChanged 42
		SP:Iteration 35Q (92976.700000 sec): 3 clusters
  Score: Raw -2027010.383807 + Penalty 3177.622679 = -2023832.761128
  nChanged 33
		SP:Iteration 36Q (92976.900000 sec): 3 clusters
  Score: Raw -2027017.637987 + Penalty 3177.622679 = -2023840.015307
  nChanged 30
		SP:Iteration 37Q (92977.160000 sec): 3 clusters
  Score: Raw -2027024.663122 + Penalty 3177.622679 = -2023847.040443
  nChanged 23
		SP:Iteration 38Q (92977.350000 sec): 3 clusters
  Score: Raw -2027034.023277 + Penalty 3177.622679 = -2023856.400597
  nChanged 26
		SP:Iteration 39Q (92977.530000 sec): 3 clusters
  Score: Raw -2027040.157604 + Penalty 3177.622679 = -2023862.534924
  nChanged 23
		SP:Iteration 40F (92977.730000 sec): 3 clusters
  Score: Raw -2027045.086735 + Penalty 3177.622679 = -2023867.464055
  nChanged 14
		SP:Iteration 41Q (92977.930000 sec): 3 clusters
  Score: Raw -2027048.049277 + Penalty 3177.622679 = -2023870.426597
  nChanged 11
		SP:Iteration 42Q (92978.200000 sec): 3 clusters
  Score: Raw -2027049.792586 + Penalty 3177.622679 = -2023872.169906
  nChanged 8
		SP:Iteration 43Q (92978.390000 sec): 3 clusters
  Score: Raw -2027051.892080 + Penalty 3177.622679 = -2023874.269401
  nChanged 8
		SP:Iteration 44Q (92978.580000 sec): 3 clusters
  Score: Raw -2027053.489992 + Penalty 3177.622679 = -2023875.867312
  nChanged 8
		SP:Iteration 45Q (92978.760000 sec): 3 clusters
  Score: Raw -2027054.589570 + Penalty 3177.622679 = -2023876.966890
  nChanged 5
		SP:Iteration 46Q (92978.950000 sec): 3 clusters
  Score: Raw -2027055.182556 + Penalty 3177.622679 = -2023877.559877
  nChanged 3
		SP:Iteration 47Q (92979.130000 sec): 3 clusters
  Score: Raw -2027055.481385 + Penalty 3177.622679 = -2023877.858705
  nChanged 3
		SP:Iteration 48Q (92979.330000 sec): 3 clusters
  Score: Raw -2027055.665141 + Penalty 3177.622679 = -2023878.042462
  nChanged 2
		SP:Iteration 49Q (92979.580000 sec): 3 clusters
  Score: Raw -2027055.956809 + Penalty 3177.622679 = -2023878.334130
  nChanged 4
		SP:Iteration 50Q (92979.770000 sec): 3 clusters
  Score: Raw -2027056.958710 + Penalty 3177.622679 = -2023879.336030
  nChanged 3
		SP:Iteration 51Q (92979.960000 sec): 3 clusters
  Score: Raw -2027057.333590 + Penalty 3177.622679 = -2023879.710911
  nChanged 1
		SP:Iteration 52Q (92980.140000 sec): 3 clusters
  Score: Raw -2027057.480128 + Penalty 3177.622679 = -2023879.857448
  nChanged 2
		SP:Iteration 53Q (92980.330000 sec): 3 clusters
  Score: Raw -2027058.068743 + Penalty 3177.622679 = -2023880.446064
  nChanged 5
		SP:Iteration 54Q (92980.520000 sec): 3 clusters
  Score: Raw -2027058.950762 + Penalty 3177.622679 = -2023881.328083
  nChanged 3
		SP:Iteration 55Q (92980.730000 sec): 3 clusters
  Score: Raw -2027059.554369 + Penalty 3177.622679 = -2023881.931690
  nChanged 2
		SP:Iteration 56Q (92980.990000 sec): 3 clusters
  Score: Raw -2027060.268777 + Penalty 3177.622679 = -2023882.646097
  nChanged 5
		SP:Iteration 57Q (92981.180000 sec): 3 clusters
  Score: Raw -2027061.259757 + Penalty 3177.622679 = -2023883.637078
  nChanged 4
		SP:Iteration 58Q (92981.360000 sec): 3 clusters
  Score: Raw -2027061.605296 + Penalty 3177.622679 = -2023883.982617
  nChanged 2
		SP:Iteration 59Q (92981.540000 sec): 3 clusters
  Score: Raw -2027061.925824 + Penalty 3177.622679 = -2023884.303145
  nChanged 1
		SP:Iteration 60F (92981.740000 sec): 3 clusters
  Score: Raw -2027062.063516 + Penalty 3177.622679 = -2023884.440836
  nChanged 1
		SP:Iteration 61Q (92981.940000 sec): 3 clusters
  Score: Raw -2027062.172025 + Penalty 3177.622679 = -2023884.549346
  nChanged 0
		SP:Iteration 62F (92982.210000 sec): 3 clusters
  Score: Raw -2027062.172025 + Penalty 3177.622679 = -2023884.549346
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 20 (10695 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92982.350000 sec): 2 clusters
  Score: Raw -1264751.450018 + Penalty 1507.598888 = -1263243.851130
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92982.520000 sec): 3 clusters
  Score: Raw -1258690.422925 + Penalty 3015.197777 = -1255675.225148
  nChanged 4677
		SP:Iteration 1F (92982.660000 sec): 3 clusters
  Score: Raw -1261309.699823 + Penalty 3015.197777 = -1258294.502046
  nChanged 657
		SP:Iteration 2F (92982.840000 sec): 3 clusters
  Score: Raw -1261620.388869 + Penalty 3015.197777 = -1258605.191092
  nChanged 578
		SP:Iteration 3F (92982.990000 sec): 3 clusters
  Score: Raw -1261901.878444 + Penalty 3015.197777 = -1258886.680667
  nChanged 494
		SP:Iteration 4Q (92983.150000 sec): 3 clusters
  Score: Raw -1262138.610347 + Penalty 3015.197777 = -1259123.412570
  nChanged 465
		SP:Iteration 5Q (92983.330000 sec): 3 clusters
  Score: Raw -1262349.210033 + Penalty 3015.197777 = -1259334.012256
  nChanged 409
		SP:Iteration 6Q (92983.470000 sec): 3 clusters
  Score: Raw -1262526.361970 + Penalty 3015.197777 = -1259511.164193
  nChanged 372
		SP:Iteration 7Q (92983.630000 sec): 3 clusters
  Score: Raw -1262689.303844 + Penalty 3015.197777 = -1259674.106067
  nChanged 363
		SP:Iteration 8Q (92983.780000 sec): 3 clusters
  Score: Raw -1262864.917740 + Penalty 3015.197777 = -1259849.719963
  nChanged 381
		SP:Iteration 9Q (92983.940000 sec): 3 clusters
  Score: Raw -1263049.172193 + Penalty 3015.197777 = -1260033.974416
  nChanged 369
		SP:Iteration 10Q (92984.120000 sec): 3 clusters
  Score: Raw -1263223.214787 + Penalty 3015.197777 = -1260208.017010
  nChanged 332
		SP:Iteration 11Q (92984.270000 sec): 3 clusters
  Score: Raw -1263409.772326 + Penalty 3015.197777 = -1260394.574549
  nChanged 318
		SP:Iteration 12Q (92984.430000 sec): 3 clusters
  Score: Raw -1263594.493666 + Penalty 3015.197777 = -1260579.295889
  nChanged 332
		SP:Iteration 13Q (92984.580000 sec): 3 clusters
  Score: Raw -1263787.909148 + Penalty 3015.197777 = -1260772.711371
  nChanged 306
		SP:Iteration 14Q (92984.730000 sec): 3 clusters
  Score: Raw -1263978.228109 + Penalty 3015.197777 = -1260963.030332
  nChanged 253
		SP:Iteration 15Q (92984.910000 sec): 3 clusters
  Score: Raw -1264117.400787 + Penalty 3015.197777 = -1261102.203010
  nChanged 222
		SP:Iteration 16Q (92985.050000 sec): 3 clusters
  Score: Raw -1264225.894896 + Penalty 3015.197777 = -1261210.697119
  nChanged 188
		SP:Iteration 17Q (92985.200000 sec): 3 clusters
  Score: Raw -1264313.907162 + Penalty 3015.197777 = -1261298.709385
  nChanged 155
		SP:Iteration 18Q (92985.490000 sec): 3 clusters
  Score: Raw -1264386.861821 + Penalty 3015.197777 = -1261371.664044
  nChanged 126
		SP:Iteration 19Q (92985.610000 sec): 3 clusters
  Score: Raw -1264441.128278 + Penalty 3015.197777 = -1261425.930501
  nChanged 123
		SP:Iteration 20F (92985.750000 sec): 3 clusters
  Score: Raw -1264487.856435 + Penalty 3015.197777 = -1261472.658658
  nChanged 113
		SP:Iteration 21Q (92985.920000 sec): 3 clusters
  Score: Raw -1264535.829578 + Penalty 3015.197777 = -1261520.631801
  nChanged 104
		SP:Iteration 22Q (92986.060000 sec): 3 clusters
  Score: Raw -1264581.204020 + Penalty 3015.197777 = -1261566.006243
  nChanged 103
		SP:Iteration 23Q (92986.200000 sec): 3 clusters
  Score: Raw -1264618.970569 + Penalty 3015.197777 = -1261603.772792
  nChanged 72
		SP:Iteration 24Q (92986.380000 sec): 3 clusters
  Score: Raw -1264640.112725 + Penalty 3015.197777 = -1261624.914948
  nChanged 59
		SP:Iteration 25Q (92986.520000 sec): 3 clusters
  Score: Raw -1264659.676069 + Penalty 3015.197777 = -1261644.478292
  nChanged 58
		SP:Iteration 26Q (92986.650000 sec): 3 clusters
  Score: Raw -1264679.984414 + Penalty 3015.197777 = -1261664.786637
  nChanged 47
		SP:Iteration 27Q (92986.830000 sec): 3 clusters
  Score: Raw -1264698.584795 + Penalty 3015.197777 = -1261683.387018
  nChanged 53
		SP:Iteration 28Q (92986.970000 sec): 3 clusters
  Score: Raw -1264717.748621 + Penalty 3015.197777 = -1261702.550844
  nChanged 50
		SP:Iteration 29Q (92987.110000 sec): 3 clusters
  Score: Raw -1264734.997673 + Penalty 3015.197777 = -1261719.799896
  nChanged 45
		SP:Iteration 30Q (92987.280000 sec): 3 clusters
  Score: Raw -1264750.979695 + Penalty 3015.197777 = -1261735.781918
  nChanged 41
		SP:Iteration 31Q (92987.430000 sec): 3 clusters
  Score: Raw -1264767.842921 + Penalty 3015.197777 = -1261752.645144
  nChanged 45
		SP:Iteration 32Q (92987.570000 sec): 3 clusters
  Score: Raw -1264782.035929 + Penalty 3015.197777 = -1261766.838152
  nChanged 43
		SP:Iteration 33Q (92987.730000 sec): 3 clusters
  Score: Raw -1264796.043827 + Penalty 3015.197777 = -1261780.846050
  nChanged 35
		SP:Iteration 34Q (92987.910000 sec): 3 clusters
  Score: Raw -1264811.595913 + Penalty 3015.197777 = -1261796.398136
  nChanged 40
		SP:Iteration 35Q (92988.050000 sec): 3 clusters
  Score: Raw -1264830.453250 + Penalty 3015.197777 = -1261815.255473
  nChanged 54
		SP:Iteration 36Q (92988.190000 sec): 3 clusters
  Score: Raw -1264855.756336 + Penalty 3015.197777 = -1261840.558559
  nChanged 55
		SP:Iteration 37Q (92988.370000 sec): 3 clusters
  Score: Raw -1264877.732394 + Penalty 3015.197777 = -1261862.534617
  nChanged 42
		SP:Iteration 38Q (92988.500000 sec): 3 clusters
  Score: Raw -1264895.121577 + Penalty 3015.197777 = -1261879.923800
  nChanged 38
		SP:Iteration 39Q (92988.650000 sec): 3 clusters
  Score: Raw -1264911.802856 + Penalty 3015.197777 = -1261896.605079
  nChanged 33
		SP:Iteration 40F (92988.830000 sec): 3 clusters
  Score: Raw -1264928.813089 + Penalty 3015.197777 = -1261913.615312
  nChanged 48
		SP:Iteration 41Q (92988.970000 sec): 3 clusters
  Score: Raw -1264951.866785 + Penalty 3015.197777 = -1261936.669008
  nChanged 47
		SP:Iteration 42Q (92989.110000 sec): 3 clusters
  Score: Raw -1264971.814780 + Penalty 3015.197777 = -1261956.617003
  nChanged 33
		SP:Iteration 43Q (92989.290000 sec): 3 clusters
  Score: Raw -1264986.058153 + Penalty 3015.197777 = -1261970.860376
  nChanged 34
		SP:Iteration 44Q (92989.420000 sec): 3 clusters
  Score: Raw -1265006.710994 + Penalty 3015.197777 = -1261991.513217
  nChanged 38
		SP:Iteration 45Q (92989.570000 sec): 3 clusters
  Score: Raw -1265026.638913 + Penalty 3015.197777 = -1262011.441136
  nChanged 32
		SP:Iteration 46Q (92989.750000 sec): 3 clusters
  Score: Raw -1265043.319344 + Penalty 3015.197777 = -1262028.121567
  nChanged 38
		SP:Iteration 47Q (92989.880000 sec): 3 clusters
  Score: Raw -1265063.465979 + Penalty 3015.197777 = -1262048.268202
  nChanged 31
		SP:Iteration 48Q (92990.030000 sec): 3 clusters
  Score: Raw -1265076.674618 + Penalty 3015.197777 = -1262061.476841
  nChanged 12
		SP:Iteration 49Q (92990.210000 sec): 3 clusters
  Score: Raw -1265080.340745 + Penalty 3015.197777 = -1262065.142968
  nChanged 10
		SP:Iteration 50Q (92990.350000 sec): 3 clusters
  Score: Raw -1265084.062906 + Penalty 3015.197777 = -1262068.865129
  nChanged 9
		SP:Iteration 51Q (92990.490000 sec): 3 clusters
  Score: Raw -1265086.454683 + Penalty 3015.197777 = -1262071.256907
  nChanged 8
		SP:Iteration 52Q (92990.670000 sec): 3 clusters
  Score: Raw -1265089.609025 + Penalty 3015.197777 = -1262074.411248
  nChanged 10
		SP:Iteration 53Q (92990.810000 sec): 3 clusters
  Score: Raw -1265095.781959 + Penalty 3015.197777 = -1262080.584182
  nChanged 15
		SP:Iteration 54Q (92990.950000 sec): 3 clusters
  Score: Raw -1265105.018238 + Penalty 3015.197777 = -1262089.820461
  nChanged 16
		SP:Iteration 55Q (92991.130000 sec): 3 clusters
  Score: Raw -1265114.086569 + Penalty 3015.197777 = -1262098.888792
  nChanged 14
		SP:Iteration 56Q (92991.260000 sec): 3 clusters
  Score: Raw -1265123.041531 + Penalty 3015.197777 = -1262107.843754
  nChanged 24
		SP:Iteration 57Q (92991.410000 sec): 3 clusters
  Score: Raw -1265144.721742 + Penalty 3015.197777 = -1262129.523965
  nChanged 27
		SP:Iteration 58Q (92991.590000 sec): 3 clusters
  Score: Raw -1265163.424443 + Penalty 3015.197777 = -1262148.226666
  nChanged 31
		SP:Iteration 59Q (92991.720000 sec): 3 clusters
  Score: Raw -1265186.694424 + Penalty 3015.197777 = -1262171.496647
  nChanged 39
		SP:Iteration 60F (92991.880000 sec): 3 clusters
  Score: Raw -1265222.537699 + Penalty 3015.197777 = -1262207.339922
  nChanged 40
		SP:Iteration 61Q (92992.050000 sec): 3 clusters
  Score: Raw -1265266.369039 + Penalty 3015.197777 = -1262251.171262
  nChanged 46
		SP:Iteration 62Q (92992.190000 sec): 3 clusters
  Score: Raw -1265318.938999 + Penalty 3015.197777 = -1262303.741222
  nChanged 40
		SP:Iteration 63Q (92992.340000 sec): 3 clusters
  Score: Raw -1265361.087183 + Penalty 3015.197777 = -1262345.889406
  nChanged 36
		SP:Iteration 64Q (92992.490000 sec): 3 clusters
  Score: Raw -1265392.566218 + Penalty 3015.197777 = -1262377.368441
  nChanged 31
		SP:Iteration 65Q (92992.630000 sec): 3 clusters
  Score: Raw -1265419.135334 + Penalty 3015.197777 = -1262403.937557
  nChanged 25
		SP:Iteration 66Q (92992.790000 sec): 3 clusters
  Score: Raw -1265433.169243 + Penalty 3015.197777 = -1262417.971466
  nChanged 11
		SP:Iteration 67Q (92992.970000 sec): 3 clusters
  Score: Raw -1265438.041488 + Penalty 3015.197777 = -1262422.843711
  nChanged 8
		SP:Iteration 68Q (92993.110000 sec): 3 clusters
  Score: Raw -1265442.687756 + Penalty 3015.197777 = -1262427.489979
  nChanged 9
		SP:Iteration 69Q (92993.260000 sec): 3 clusters
  Score: Raw -1265447.527700 + Penalty 3015.197777 = -1262432.329923
  nChanged 5
		SP:Iteration 70Q (92993.430000 sec): 3 clusters
  Score: Raw -1265449.578088 + Penalty 3015.197777 = -1262434.380311
  nChanged 7
		SP:Iteration 71Q (92993.560000 sec): 3 clusters
  Score: Raw -1265453.368771 + Penalty 3015.197777 = -1262438.170994
  nChanged 7
		SP:Iteration 72Q (92993.720000 sec): 3 clusters
  Score: Raw -1265456.373289 + Penalty 3015.197777 = -1262441.175512
  nChanged 7
		SP:Iteration 73Q (92993.890000 sec): 3 clusters
  Score: Raw -1265458.454829 + Penalty 3015.197777 = -1262443.257052
  nChanged 4
		SP:Iteration 74Q (92994.030000 sec): 3 clusters
  Score: Raw -1265459.640765 + Penalty 3015.197777 = -1262444.442988
  nChanged 2
		SP:Iteration 75Q (92994.180000 sec): 3 clusters
  Score: Raw -1265460.914143 + Penalty 3015.197777 = -1262445.716366
  nChanged 2
		SP:Iteration 76Q (92994.350000 sec): 3 clusters
  Score: Raw -1265461.466650 + Penalty 3015.197777 = -1262446.268873
  nChanged 1
		SP:Iteration 77Q (92994.480000 sec): 3 clusters
  Score: Raw -1265461.717055 + Penalty 3015.197777 = -1262446.519278
  nChanged 0
		SP:Iteration 78F (92994.650000 sec): 3 clusters
  Score: Raw -1265461.811425 + Penalty 3015.197777 = -1262446.613648
  nChanged 1
		SP:Iteration 79Q (92994.790000 sec): 3 clusters
  Score: Raw -1265462.660606 + Penalty 3015.197777 = -1262447.462829
  nChanged 0
		SP:Iteration 80F (92994.930000 sec): 3 clusters
  Score: Raw -1265462.660606 + Penalty 3015.197777 = -1262447.462829
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 21 (156020 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92996.020000 sec): 2 clusters
  Score: Raw -18380675.681588 + Penalty 1943.132666 = -18378732.548922
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92997.430000 sec): 3 clusters
  Score: Raw -18277944.073228 + Penalty 3886.265332 = -18274057.807896
  nChanged 75569
		SP:Iteration 1F (92998.880000 sec): 3 clusters
  Score: Raw -18323912.997932 + Penalty 3886.265332 = -18320026.732600
  nChanged 6195
		SP:Iteration 2Q (93000.340000 sec): 3 clusters
  Score: Raw -18325833.205133 + Penalty 3886.265332 = -18321946.939801
  nChanged 7239
		SP:Iteration 3Q (93001.760000 sec): 3 clusters
  Score: Raw -18328559.265982 + Penalty 3886.265332 = -18324673.000650
  nChanged 8453
		SP:Iteration 4F (93003.190000 sec): 3 clusters
  Score: Raw -18332420.447162 + Penalty 3886.265332 = -18328534.181830
  nChanged 9698
		SP:Iteration 5F (93004.590000 sec): 3 clusters
  Score: Raw -18337716.813393 + Penalty 3886.265332 = -18333830.548061
  nChanged 10348
		SP:Iteration 6F (93006.040000 sec): 3 clusters
  Score: Raw -18344273.784581 + Penalty 3886.265332 = -18340387.519249
  nChanged 10335
		SP:Iteration 7F (93007.450000 sec): 3 clusters
  Score: Raw -18351718.311280 + Penalty 3886.265332 = -18347832.045948
  nChanged 9674
		SP:Iteration 8F (93008.900000 sec): 3 clusters
  Score: Raw -18359385.596840 + Penalty 3886.265332 = -18355499.331508
  nChanged 8436
		SP:Iteration 9F (93010.330000 sec): 3 clusters
  Score: Raw -18366368.912328 + Penalty 3886.265332 = -18362482.646996
  nChanged 6609
		SP:Iteration 10Q (93011.700000 sec): 3 clusters
  Score: Raw -18371757.434630 + Penalty 3886.265332 = -18367871.169298
  nChanged 4720
		SP:Iteration 11Q (93013.030000 sec): 3 clusters
  Score: Raw -18375433.603638 + Penalty 3886.265332 = -18371547.338306
  nChanged 3165
		SP:Iteration 12Q (93014.360000 sec): 3 clusters
  Score: Raw -18377737.967138 + Penalty 3886.265332 = -18373851.701806
  nChanged 1997
		SP:Iteration 13Q (93015.600000 sec): 3 clusters
  Score: Raw -18379156.001392 + Penalty 3886.265332 = -18375269.736060
  nChanged 1231
		SP:Iteration 14Q (93016.820000 sec): 3 clusters
  Score: Raw -18380007.404785 + Penalty 3886.265332 = -18376121.139453
  nChanged 757
		SP:Iteration 15Q (93018.040000 sec): 3 clusters
  Score: Raw -18380493.947758 + Penalty 3886.265332 = -18376607.682426
  nChanged 411
		SP:Iteration 16Q (93019.260000 sec): 3 clusters
  Score: Raw -18380767.630412 + Penalty 3886.265332 = -18376881.365080
  nChanged 261
		SP:Iteration 17Q (93020.490000 sec): 3 clusters
  Score: Raw -18380935.087269 + Penalty 3886.265332 = -18377048.821937
  nChanged 165
		SP:Iteration 18Q (93021.700000 sec): 3 clusters
  Score: Raw -18381032.798712 + Penalty 3886.265332 = -18377146.533380
  nChanged 114
		SP:Iteration 19Q (93022.880000 sec): 3 clusters
  Score: Raw -18381081.905107 + Penalty 3886.265332 = -18377195.639775
  nChanged 75
		SP:Iteration 20F (93024.280000 sec): 3 clusters
  Score: Raw -18381112.855883 + Penalty 3886.265332 = -18377226.590551
  nChanged 48
		SP:Iteration 21Q (93025.480000 sec): 3 clusters
  Score: Raw -18381134.138076 + Penalty 3886.265332 = -18377247.872744
  nChanged 45
		SP:Iteration 22Q (93026.690000 sec): 3 clusters
  Score: Raw -18381151.857712 + Penalty 3886.265332 = -18377265.592380
  nChanged 41
		SP:Iteration 23Q (93027.850000 sec): 3 clusters
  Score: Raw -18381165.708307 + Penalty 3886.265332 = -18377279.442975
  nChanged 30
		SP:Iteration 24Q (93029.060000 sec): 3 clusters
  Score: Raw -18381175.802528 + Penalty 3886.265332 = -18377289.537196
  nChanged 21
		SP:Iteration 25Q (93030.280000 sec): 3 clusters
  Score: Raw -18381184.275285 + Penalty 3886.265332 = -18377298.009953
  nChanged 23
		SP:Iteration 26Q (93031.440000 sec): 3 clusters
  Score: Raw -18381192.687836 + Penalty 3886.265332 = -18377306.422504
  nChanged 19
		SP:Iteration 27Q (93032.620000 sec): 3 clusters
  Score: Raw -18381201.042432 + Penalty 3886.265332 = -18377314.777100
  nChanged 15
		SP:Iteration 28Q (93033.780000 sec): 3 clusters
  Score: Raw -18381206.299132 + Penalty 3886.265332 = -18377320.033800
  nChanged 19
		SP:Iteration 29Q (93034.970000 sec): 3 clusters
  Score: Raw -18381212.492388 + Penalty 3886.265332 = -18377326.227056
  nChanged 18
		SP:Iteration 30Q (93036.130000 sec): 3 clusters
  Score: Raw -18381218.064876 + Penalty 3886.265332 = -18377331.799544
  nChanged 11
		SP:Iteration 31Q (93037.320000 sec): 3 clusters
  Score: Raw -18381220.909219 + Penalty 3886.265332 = -18377334.643887
  nChanged 8
		SP:Iteration 32Q (93038.470000 sec): 3 clusters
  Score: Raw -18381222.992475 + Penalty 3886.265332 = -18377336.727143
  nChanged 6
		SP:Iteration 33Q (93039.660000 sec): 3 clusters
  Score: Raw -18381224.144552 + Penalty 3886.265332 = -18377337.879220
  nChanged 7
		SP:Iteration 34Q (93040.880000 sec): 3 clusters
  Score: Raw -18381226.248768 + Penalty 3886.265332 = -18377339.983436
  nChanged 5
		SP:Iteration 35Q (93042.040000 sec): 3 clusters
  Score: Raw -18381227.705795 + Penalty 3886.265332 = -18377341.440463
  nChanged 5
		SP:Iteration 36Q (93043.250000 sec): 3 clusters
  Score: Raw -18381229.151511 + Penalty 3886.265332 = -18377342.886179
  nChanged 4
		SP:Iteration 37Q (93044.460000 sec): 3 clusters
  Score: Raw -18381229.843112 + Penalty 3886.265332 = -18377343.577780
  nChanged 4
		SP:Iteration 38Q (93045.610000 sec): 3 clusters
  Score: Raw -18381230.885113 + Penalty 3886.265332 = -18377344.619781
  nChanged 2
		SP:Iteration 39Q (93046.820000 sec): 3 clusters
  Score: Raw -18381231.741057 + Penalty 3886.265332 = -18377345.475725
  nChanged 0
		SP:Iteration 40F (93048.210000 sec): 3 clusters
  Score: Raw -18381231.741057 + Penalty 3886.265332 = -18377345.475725
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 22 (6995 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93048.300000 sec): 2 clusters
  Score: Raw -864691.416394 + Penalty 1438.604519 = -863252.811875
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93048.460000 sec): 3 clusters
  Score: Raw -860897.091793 + Penalty 2877.209038 = -858019.882755
  nChanged 2865
		SP:Iteration 1F (93048.570000 sec): 3 clusters
  Score: Raw -862495.242187 + Penalty 2877.209038 = -859618.033149
  nChanged 503
		SP:Iteration 2F (93048.670000 sec): 3 clusters
  Score: Raw -862793.970290 + Penalty 2877.209038 = -859916.761252
  nChanged 443
		SP:Iteration 3F (93048.780000 sec): 3 clusters
  Score: Raw -863094.932468 + Penalty 2877.209038 = -860217.723429
  nChanged 391
		SP:Iteration 4F (93048.880000 sec): 3 clusters
  Score: Raw -863428.925445 + Penalty 2877.209038 = -860551.716406
  nChanged 371
		SP:Iteration 5F (93048.990000 sec): 3 clusters
  Score: Raw -863721.012898 + Penalty 2877.209038 = -860843.803860
  nChanged 325
		SP:Iteration 6Q (93049.110000 sec): 3 clusters
  Score: Raw -863952.718532 + Penalty 2877.209038 = -861075.509494
  nChanged 294
		SP:Iteration 7Q (93049.220000 sec): 3 clusters
  Score: Raw -864116.301287 + Penalty 2877.209038 = -861239.092249
  nChanged 241
		SP:Iteration 8Q (93049.340000 sec): 3 clusters
  Score: Raw -864222.421889 + Penalty 2877.209038 = -861345.212851
  nChanged 193
		SP:Iteration 9Q (93049.460000 sec): 3 clusters
  Score: Raw -864307.868030 + Penalty 2877.209038 = -861430.658992
  nChanged 170
		SP:Iteration 10Q (93049.580000 sec): 3 clusters
  Score: Raw -864376.803068 + Penalty 2877.209038 = -861499.594030
  nChanged 149
		SP:Iteration 11Q (93049.700000 sec): 3 clusters
  Score: Raw -864431.197738 + Penalty 2877.209038 = -861553.988700
  nChanged 133
		SP:Iteration 12Q (93049.820000 sec): 3 clusters
  Score: Raw -864476.741728 + Penalty 2877.209038 = -861599.532690
  nChanged 128
		SP:Iteration 13Q (93049.930000 sec): 3 clusters
  Score: Raw -864522.917056 + Penalty 2877.209038 = -861645.708017
  nChanged 104
		SP:Iteration 14Q (93050.060000 sec): 3 clusters
  Score: Raw -864553.627604 + Penalty 2877.209038 = -861676.418566
  nChanged 86
		SP:Iteration 15Q (93050.180000 sec): 3 clusters
  Score: Raw -864584.023674 + Penalty 2877.209038 = -861706.814636
  nChanged 78
		SP:Iteration 16Q (93050.290000 sec): 3 clusters
  Score: Raw -864613.965841 + Penalty 2877.209038 = -861736.756803
  nChanged 101
		SP:Iteration 17Q (93050.410000 sec): 3 clusters
  Score: Raw -864653.149168 + Penalty 2877.209038 = -861775.940129
  nChanged 113
		SP:Iteration 18Q (93050.530000 sec): 3 clusters
  Score: Raw -864694.518782 + Penalty 2877.209038 = -861817.309744
  nChanged 96
		SP:Iteration 19Q (93050.630000 sec): 3 clusters
  Score: Raw -864733.152881 + Penalty 2877.209038 = -861855.943842
  nChanged 97
		SP:Iteration 20F (93050.750000 sec): 3 clusters
  Score: Raw -864771.597758 + Penalty 2877.209038 = -861894.388719
  nChanged 106
		SP:Iteration 21Q (93050.870000 sec): 3 clusters
  Score: Raw -864814.003553 + Penalty 2877.209038 = -861936.794515
  nChanged 98
		SP:Iteration 22Q (93050.990000 sec): 3 clusters
  Score: Raw -864852.614529 + Penalty 2877.209038 = -861975.405491
  nChanged 117
		SP:Iteration 23Q (93051.100000 sec): 3 clusters
  Score: Raw -864896.105474 + Penalty 2877.209038 = -862018.896436
  nChanged 116
		SP:Iteration 24Q (93051.210000 sec): 3 clusters
  Score: Raw -864938.903634 + Penalty 2877.209038 = -862061.694596
  nChanged 119
		SP:Iteration 25Q (93051.330000 sec): 3 clusters
  Score: Raw -864980.674264 + Penalty 2877.209038 = -862103.465226
  nChanged 114
		SP:Iteration 26Q (93051.450000 sec): 3 clusters
  Score: Raw -865023.170709 + Penalty 2877.209038 = -862145.961670
  nChanged 105
		SP:Iteration 27Q (93051.570000 sec): 3 clusters
  Score: Raw -865069.375013 + Penalty 2877.209038 = -862192.165975
  nChanged 127
		SP:Iteration 28Q (93051.760000 sec): 3 clusters
  Score: Raw -865130.967216 + Penalty 2877.209038 = -862253.758178
  nChanged 134
		SP:Iteration 29Q (93051.910000 sec): 3 clusters
  Score: Raw -865200.100130 + Penalty 2877.209038 = -862322.891092
  nChanged 154
		SP:Iteration 30Q (93052.010000 sec): 3 clusters
  Score: Raw -865280.346930 + Penalty 2877.209038 = -862403.137892
  nChanged 131
		SP:Iteration 31Q (93052.120000 sec): 3 clusters
  Score: Raw -865355.128424 + Penalty 2877.209038 = -862477.919385
  nChanged 125
		SP:Iteration 32Q (93052.220000 sec): 3 clusters
  Score: Raw -865420.441917 + Penalty 2877.209038 = -862543.232879
  nChanged 101
		SP:Iteration 33Q (93052.330000 sec): 3 clusters
  Score: Raw -865477.158023 + Penalty 2877.209038 = -862599.948984
  nChanged 103
		SP:Iteration 34Q (93052.450000 sec): 3 clusters
  Score: Raw -865536.284832 + Penalty 2877.209038 = -862659.075794
  nChanged 95
		SP:Iteration 35Q (93052.570000 sec): 3 clusters
  Score: Raw -865582.782067 + Penalty 2877.209038 = -862705.573029
  nChanged 70
		SP:Iteration 36Q (93052.680000 sec): 3 clusters
  Score: Raw -865619.344212 + Penalty 2877.209038 = -862742.135173
  nChanged 65
		SP:Iteration 37Q (93052.800000 sec): 3 clusters
  Score: Raw -865662.446642 + Penalty 2877.209038 = -862785.237604
  nChanged 62
		SP:Iteration 38Q (93052.920000 sec): 3 clusters
  Score: Raw -865708.542962 + Penalty 2877.209038 = -862831.333924
  nChanged 51
		SP:Iteration 39Q (93053.030000 sec): 3 clusters
  Score: Raw -865747.618531 + Penalty 2877.209038 = -862870.409492
  nChanged 47
		SP:Iteration 40F (93053.150000 sec): 3 clusters
  Score: Raw -865778.075246 + Penalty 2877.209038 = -862900.866207
  nChanged 44
		SP:Iteration 41Q (93053.270000 sec): 3 clusters
  Score: Raw -865809.788934 + Penalty 2877.209038 = -862932.579896
  nChanged 48
		SP:Iteration 42Q (93053.380000 sec): 3 clusters
  Score: Raw -865839.332907 + Penalty 2877.209038 = -862962.123869
  nChanged 28
		SP:Iteration 43Q (93053.490000 sec): 3 clusters
  Score: Raw -865851.284765 + Penalty 2877.209038 = -862974.075727
  nChanged 11
		SP:Iteration 44Q (93053.610000 sec): 3 clusters
  Score: Raw -865854.347434 + Penalty 2877.209038 = -862977.138396
  nChanged 7
		SP:Iteration 45Q (93053.730000 sec): 3 clusters
  Score: Raw -865856.300171 + Penalty 2877.209038 = -862979.091133
  nChanged 9
		SP:Iteration 46Q (93053.850000 sec): 3 clusters
  Score: Raw -865858.760302 + Penalty 2877.209038 = -862981.551264
  nChanged 7
		SP:Iteration 47Q (93053.970000 sec): 3 clusters
  Score: Raw -865860.667241 + Penalty 2877.209038 = -862983.458203
  nChanged 8
		SP:Iteration 48Q (93054.090000 sec): 3 clusters
  Score: Raw -865862.564887 + Penalty 2877.209038 = -862985.355848
  nChanged 11
		SP:Iteration 49Q (93054.200000 sec): 3 clusters
  Score: Raw -865866.530350 + Penalty 2877.209038 = -862989.321311
  nChanged 10
		SP:Iteration 50Q (93054.320000 sec): 3 clusters
  Score: Raw -865869.798377 + Penalty 2877.209038 = -862992.589339
  nChanged 8
		SP:Iteration 51Q (93054.430000 sec): 3 clusters
  Score: Raw -865871.934864 + Penalty 2877.209038 = -862994.725826
  nChanged 4
		SP:Iteration 52Q (93054.550000 sec): 3 clusters
  Score: Raw -865873.036329 + Penalty 2877.209038 = -862995.827290
  nChanged 6
		SP:Iteration 53Q (93054.670000 sec): 3 clusters
  Score: Raw -865874.601377 + Penalty 2877.209038 = -862997.392339
  nChanged 4
		SP:Iteration 54Q (93054.790000 sec): 3 clusters
  Score: Raw -865875.273961 + Penalty 2877.209038 = -862998.064923
  nChanged 1
		SP:Iteration 55Q (93054.910000 sec): 3 clusters
  Score: Raw -865875.401602 + Penalty 2877.209038 = -862998.192564
  nChanged 2
		SP:Iteration 56Q (93055.030000 sec): 3 clusters
  Score: Raw -865876.268506 + Penalty 2877.209038 = -862999.059468
  nChanged 4
		SP:Iteration 57Q (93055.140000 sec): 3 clusters
  Score: Raw -865878.194690 + Penalty 2877.209038 = -863000.985652
  nChanged 5
		SP:Iteration 58Q (93055.260000 sec): 3 clusters
  Score: Raw -865879.816593 + Penalty 2877.209038 = -863002.607555
  nChanged 6
		SP:Iteration 59Q (93055.380000 sec): 3 clusters
  Score: Raw -865881.926247 + Penalty 2877.209038 = -863004.717209
  nChanged 3
		SP:Iteration 60F (93055.500000 sec): 3 clusters
  Score: Raw -865882.343339 + Penalty 2877.209038 = -863005.134301
  nChanged 1
		SP:Iteration 61Q (93055.620000 sec): 3 clusters
  Score: Raw -865882.463575 + Penalty 2877.209038 = -863005.254537
  nChanged 0
		SP:Iteration 62F (93055.730000 sec): 3 clusters
  Score: Raw -865882.463575 + Penalty 2877.209038 = -863005.254537
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 23 (7576 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93055.830000 sec): 2 clusters
  Score: Raw -904641.173352 + Penalty 1451.570353 = -903189.602998
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93055.960000 sec): 3 clusters
  Score: Raw -900518.043909 + Penalty 2903.140706 = -897614.903203
  nChanged 3203
		SP:Iteration 1F (93056.070000 sec): 3 clusters
  Score: Raw -902314.744301 + Penalty 2903.140706 = -899411.603595
  nChanged 519
		SP:Iteration 2F (93056.180000 sec): 3 clusters
  Score: Raw -902584.030731 + Penalty 2903.140706 = -899680.890025
  nChanged 437
		SP:Iteration 3F (93056.290000 sec): 3 clusters
  Score: Raw -902820.425811 + Penalty 2903.140706 = -899917.285105
  nChanged 385
		SP:Iteration 4F (93056.420000 sec): 3 clusters
  Score: Raw -903021.640789 + Penalty 2903.140706 = -900118.500082
  nChanged 339
		SP:Iteration 5Q (93056.540000 sec): 3 clusters
  Score: Raw -903206.198906 + Penalty 2903.140706 = -900303.058199
  nChanged 292
		SP:Iteration 6Q (93056.670000 sec): 3 clusters
  Score: Raw -903354.828211 + Penalty 2903.140706 = -900451.687505
  nChanged 289
		SP:Iteration 7Q (93056.790000 sec): 3 clusters
  Score: Raw -903498.485228 + Penalty 2903.140706 = -900595.344522
  nChanged 236
		SP:Iteration 8Q (93056.910000 sec): 3 clusters
  Score: Raw -903617.050487 + Penalty 2903.140706 = -900713.909781
  nChanged 229
		SP:Iteration 9Q (93057.040000 sec): 3 clusters
  Score: Raw -903739.845065 + Penalty 2903.140706 = -900836.704359
  nChanged 231
		SP:Iteration 10Q (93057.160000 sec): 3 clusters
  Score: Raw -903858.506381 + Penalty 2903.140706 = -900955.365675
  nChanged 208
		SP:Iteration 11Q (93057.280000 sec): 3 clusters
  Score: Raw -903971.011639 + Penalty 2903.140706 = -901067.870933
  nChanged 182
		SP:Iteration 12Q (93057.410000 sec): 3 clusters
  Score: Raw -904070.257560 + Penalty 2903.140706 = -901167.116854
  nChanged 173
		SP:Iteration 13Q (93057.530000 sec): 3 clusters
  Score: Raw -904173.433308 + Penalty 2903.140706 = -901270.292601
  nChanged 182
		SP:Iteration 14Q (93057.650000 sec): 3 clusters
  Score: Raw -904276.682899 + Penalty 2903.140706 = -901373.542192
  nChanged 166
		SP:Iteration 15Q (93057.770000 sec): 3 clusters
  Score: Raw -904367.967075 + Penalty 2903.140706 = -901464.826368
  nChanged 155
		SP:Iteration 16Q (93057.890000 sec): 3 clusters
  Score: Raw -904448.116953 + Penalty 2903.140706 = -901544.976247
  nChanged 140
		SP:Iteration 17Q (93058.010000 sec): 3 clusters
  Score: Raw -904531.183887 + Penalty 2903.140706 = -901628.043181
  nChanged 137
		SP:Iteration 18Q (93058.130000 sec): 3 clusters
  Score: Raw -904613.074622 + Penalty 2903.140706 = -901709.933916
  nChanged 125
		SP:Iteration 19Q (93058.250000 sec): 3 clusters
  Score: Raw -904687.891449 + Penalty 2903.140706 = -901784.750743
  nChanged 101
		SP:Iteration 20F (93058.370000 sec): 3 clusters
  Score: Raw -904746.045318 + Penalty 2903.140706 = -901842.904612
  nChanged 77
		SP:Iteration 21Q (93058.490000 sec): 3 clusters
  Score: Raw -904793.398668 + Penalty 2903.140706 = -901890.257962
  nChanged 93
		SP:Iteration 22Q (93058.610000 sec): 3 clusters
  Score: Raw -904856.091009 + Penalty 2903.140706 = -901952.950303
  nChanged 82
		SP:Iteration 23Q (93058.730000 sec): 3 clusters
  Score: Raw -904915.594407 + Penalty 2903.140706 = -902012.453700
  nChanged 77
		SP:Iteration 24Q (93058.840000 sec): 3 clusters
  Score: Raw -904955.625803 + Penalty 2903.140706 = -902052.485097
  nChanged 49
		SP:Iteration 25Q (93058.960000 sec): 3 clusters
  Score: Raw -904980.793079 + Penalty 2903.140706 = -902077.652373
  nChanged 40
		SP:Iteration 26Q (93059.080000 sec): 3 clusters
  Score: Raw -905002.185710 + Penalty 2903.140706 = -902099.045003
  nChanged 45
		SP:Iteration 27Q (93059.200000 sec): 3 clusters
  Score: Raw -905029.949882 + Penalty 2903.140706 = -902126.809175
  nChanged 34
		SP:Iteration 28Q (93059.310000 sec): 3 clusters
  Score: Raw -905053.631185 + Penalty 2903.140706 = -902150.490479
  nChanged 38
		SP:Iteration 29Q (93059.430000 sec): 3 clusters
  Score: Raw -905079.862705 + Penalty 2903.140706 = -902176.721999
  nChanged 35
		SP:Iteration 30Q (93059.550000 sec): 3 clusters
  Score: Raw -905105.853474 + Penalty 2903.140706 = -902202.712768
  nChanged 32
		SP:Iteration 31Q (93059.670000 sec): 3 clusters
  Score: Raw -905130.733496 + Penalty 2903.140706 = -902227.592790
  nChanged 29
		SP:Iteration 32Q (93059.780000 sec): 3 clusters
  Score: Raw -905156.774749 + Penalty 2903.140706 = -902253.634043
  nChanged 30
		SP:Iteration 33Q (93059.900000 sec): 3 clusters
  Score: Raw -905185.120741 + Penalty 2903.140706 = -902281.980035
  nChanged 32
		SP:Iteration 34Q (93060.010000 sec): 3 clusters
  Score: Raw -905212.689845 + Penalty 2903.140706 = -902309.549139
  nChanged 36
		SP:Iteration 35Q (93060.130000 sec): 3 clusters
  Score: Raw -905246.172240 + Penalty 2903.140706 = -902343.031534
  nChanged 31
		SP:Iteration 36Q (93060.250000 sec): 3 clusters
  Score: Raw -905279.488176 + Penalty 2903.140706 = -902376.347469
  nChanged 32
		SP:Iteration 37Q (93060.360000 sec): 3 clusters
  Score: Raw -905312.724612 + Penalty 2903.140706 = -902409.583905
  nChanged 30
		SP:Iteration 38Q (93060.480000 sec): 3 clusters
  Score: Raw -905345.900209 + Penalty 2903.140706 = -902442.759503
  nChanged 22
		SP:Iteration 39Q (93060.590000 sec): 3 clusters
  Score: Raw -905362.244712 + Penalty 2903.140706 = -902459.104006
  nChanged 10
		SP:Iteration 40F (93060.710000 sec): 3 clusters
  Score: Raw -905368.077344 + Penalty 2903.140706 = -902464.936638
  nChanged 5
		SP:Iteration 41Q (93060.830000 sec): 3 clusters
  Score: Raw -905371.031169 + Penalty 2903.140706 = -902467.890462
  nChanged 11
		SP:Iteration 42Q (93060.940000 sec): 3 clusters
  Score: Raw -905376.973882 + Penalty 2903.140706 = -902473.833175
  nChanged 10
		SP:Iteration 43Q (93061.060000 sec): 3 clusters
  Score: Raw -905382.184489 + Penalty 2903.140706 = -902479.043782
  nChanged 5
		SP:Iteration 44Q (93061.170000 sec): 3 clusters
  Score: Raw -905385.987109 + Penalty 2903.140706 = -902482.846402
  nChanged 4
		SP:Iteration 45Q (93061.410000 sec): 3 clusters
  Score: Raw -905387.589307 + Penalty 2903.140706 = -902484.448601
  nChanged 2
		SP:Iteration 46Q (93061.590000 sec): 3 clusters
  Score: Raw -905388.982064 + Penalty 2903.140706 = -902485.841357
  nChanged 2
		SP:Iteration 47Q (93061.690000 sec): 3 clusters
  Score: Raw -905389.997213 + Penalty 2903.140706 = -902486.856506
  nChanged 0
		SP:Iteration 48F (93061.810000 sec): 3 clusters
  Score: Raw -905389.997213 + Penalty 2903.140706 = -902486.856506
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 24 (361 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93061.870000 sec): 2 clusters
  Score: Raw -41632.676289 + Penalty 956.942668 = -40675.733621
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93061.880000 sec): 3 clusters
  Score: Raw -41675.988890 + Penalty 1913.885336 = -39762.103553
  nChanged 77
		SP:Iteration 1F (93061.880000 sec): 3 clusters
  Score: Raw -41806.746436 + Penalty 1913.885336 = -39892.861100
  nChanged 19
		SP:Iteration 2F (93061.890000 sec): 3 clusters
  Score: Raw -41858.097693 + Penalty 1913.885336 = -39944.212356
  nChanged 10
		SP:Iteration 3Q (93061.910000 sec): 3 clusters
  Score: Raw -41899.344633 + Penalty 1913.885336 = -39985.459296
  nChanged 7
		SP:Iteration 4Q (93061.910000 sec): 3 clusters
  Score: Raw -41910.843208 + Penalty 1913.885336 = -39996.957872
  nChanged 4
		SP:Iteration 5Q (93061.920000 sec): 3 clusters
  Score: Raw -41925.011576 + Penalty 1913.885336 = -40011.126239
  nChanged 3
		SP:Iteration 6Q (93061.930000 sec): 3 clusters
  Score: Raw -41928.668433 + Penalty 1913.885336 = -40014.783096
  nChanged 4
		SP:Iteration 7Q (93061.940000 sec): 3 clusters
  Score: Raw -41932.581909 + Penalty 1913.885336 = -40018.696573
  nChanged 1
		SP:Iteration 8Q (93061.950000 sec): 3 clusters
  Score: Raw -41932.913709 + Penalty 1913.885336 = -40019.028372
  nChanged 0
		SP:Iteration 9F (93061.950000 sec): 3 clusters
  Score: Raw -41932.913709 + Penalty 1913.885336 = -40019.028372
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 25 (20552 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93062.160000 sec): 2 clusters
  Score: Raw -2447633.917760 + Penalty 1613.740950 = -2446020.176810
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93062.420000 sec): 3 clusters
  Score: Raw -2435225.302913 + Penalty 3227.481900 = -2431997.821013
  nChanged 9273
		SP:Iteration 1F (93062.670000 sec): 3 clusters
  Score: Raw -2440419.389462 + Penalty 3227.481900 = -2437191.907562
  nChanged 1119
		SP:Iteration 2F (93062.950000 sec): 3 clusters
  Score: Raw -2440829.598497 + Penalty 3227.481900 = -2437602.116597
  nChanged 1027
		SP:Iteration 3Q (93063.200000 sec): 3 clusters
  Score: Raw -2441212.591153 + Penalty 3227.481900 = -2437985.109253
  nChanged 987
		SP:Iteration 4Q (93063.470000 sec): 3 clusters
  Score: Raw -2441604.836947 + Penalty 3227.481900 = -2438377.355047
  nChanged 986
		SP:Iteration 5Q (93063.710000 sec): 3 clusters
  Score: Raw -2442000.832435 + Penalty 3227.481900 = -2438773.350534
  nChanged 973
		SP:Iteration 6Q (93063.970000 sec): 3 clusters
  Score: Raw -2442415.678204 + Penalty 3227.481900 = -2439188.196304
  nChanged 927
		SP:Iteration 7Q (93064.240000 sec): 3 clusters
  Score: Raw -2442837.215288 + Penalty 3227.481900 = -2439609.733388
  nChanged 913
		SP:Iteration 8Q (93064.490000 sec): 3 clusters
  Score: Raw -2443297.063107 + Penalty 3227.481900 = -2440069.581207
  nChanged 918
		SP:Iteration 9Q (93064.760000 sec): 3 clusters
  Score: Raw -2443826.710480 + Penalty 3227.481900 = -2440599.228580
  nChanged 992
		SP:Iteration 10Q (93065.010000 sec): 3 clusters
  Score: Raw -2444454.093028 + Penalty 3227.481900 = -2441226.611127
  nChanged 967
		SP:Iteration 11Q (93065.290000 sec): 3 clusters
  Score: Raw -2445161.118368 + Penalty 3227.481900 = -2441933.636468
  nChanged 932
		SP:Iteration 12Q (93065.560000 sec): 3 clusters
  Score: Raw -2445874.044996 + Penalty 3227.481900 = -2442646.563095
  nChanged 776
		SP:Iteration 13Q (93065.840000 sec): 3 clusters
  Score: Raw -2446490.463410 + Penalty 3227.481900 = -2443262.981510
  nChanged 566
		SP:Iteration 14Q (93066.090000 sec): 3 clusters
  Score: Raw -2446966.576685 + Penalty 3227.481900 = -2443739.094785
  nChanged 402
		SP:Iteration 15Q (93066.340000 sec): 3 clusters
  Score: Raw -2447330.005951 + Penalty 3227.481900 = -2444102.524051
  nChanged 231
		SP:Iteration 16Q (93066.590000 sec): 3 clusters
  Score: Raw -2447553.343953 + Penalty 3227.481900 = -2444325.862053
  nChanged 118
		SP:Iteration 17Q (93066.870000 sec): 3 clusters
  Score: Raw -2447662.765616 + Penalty 3227.481900 = -2444435.283716
  nChanged 70
		SP:Iteration 18Q (93067.160000 sec): 3 clusters
  Score: Raw -2447744.630040 + Penalty 3227.481900 = -2444517.148140
  nChanged 34
		SP:Iteration 19Q (93067.460000 sec): 3 clusters
  Score: Raw -2447780.467548 + Penalty 3227.481900 = -2444552.985648
  nChanged 20
		SP:Iteration 20F (93067.760000 sec): 3 clusters
  Score: Raw -2447804.115762 + Penalty 3227.481900 = -2444576.633862
  nChanged 15
		SP:Iteration 21Q (93068.050000 sec): 3 clusters
  Score: Raw -2447823.196565 + Penalty 3227.481900 = -2444595.714665
  nChanged 8
		SP:Iteration 22Q (93068.330000 sec): 3 clusters
  Score: Raw -2447835.733826 + Penalty 3227.481900 = -2444608.251926
  nChanged 4
		SP:Iteration 23Q (93068.590000 sec): 3 clusters
  Score: Raw -2447843.399441 + Penalty 3227.481900 = -2444615.917541
  nChanged 4
		SP:Iteration 24Q (93068.850000 sec): 3 clusters
  Score: Raw -2447846.853112 + Penalty 3227.481900 = -2444619.371212
  nChanged 2
		SP:Iteration 25Q (93069.100000 sec): 3 clusters
  Score: Raw -2447849.771981 + Penalty 3227.481900 = -2444622.290081
  nChanged 2
		SP:Iteration 26Q (93069.380000 sec): 3 clusters
  Score: Raw -2447852.358168 + Penalty 3227.481900 = -2444624.876268
  nChanged 1
		SP:Iteration 27Q (93069.650000 sec): 3 clusters
  Score: Raw -2447854.632792 + Penalty 3227.481900 = -2444627.150892
  nChanged 3
		SP:Iteration 28Q (93069.910000 sec): 3 clusters
  Score: Raw -2447860.352419 + Penalty 3227.481900 = -2444632.870519
  nChanged 3
		SP:Iteration 29Q (93070.170000 sec): 3 clusters
  Score: Raw -2447865.826337 + Penalty 3227.481900 = -2444638.344437
  nChanged 4
		SP:Iteration 30Q (93070.420000 sec): 3 clusters
  Score: Raw -2447870.596229 + Penalty 3227.481900 = -2444643.114328
  nChanged 4
		SP:Iteration 31Q (93070.690000 sec): 3 clusters
  Score: Raw -2447877.835885 + Penalty 3227.481900 = -2444650.353984
  nChanged 3
		SP:Iteration 32Q (93070.960000 sec): 3 clusters
  Score: Raw -2447880.539465 + Penalty 3227.481900 = -2444653.057565
  nChanged 1
		SP:Iteration 33Q (93071.220000 sec): 3 clusters
  Score: Raw -2447881.384333 + Penalty 3227.481900 = -2444653.902433
  nChanged 0
		SP:Iteration 34F (93071.480000 sec): 3 clusters
  Score: Raw -2447881.384333 + Penalty 3227.481900 = -2444653.902433
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 26 (3222 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93071.550000 sec): 2 clusters
  Score: Raw -365969.347795 + Penalty 1312.635604 = -364656.712191
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93071.620000 sec): 3 clusters
  Score: Raw -364368.336191 + Penalty 2625.271208 = -361743.064982
  nChanged 1258
		SP:Iteration 1F (93071.680000 sec): 3 clusters
  Score: Raw -365056.865946 + Penalty 2625.271208 = -362431.594738
  nChanged 243
		SP:Iteration 2F (93071.740000 sec): 3 clusters
  Score: Raw -365205.019112 + Penalty 2625.271208 = -362579.747903
  nChanged 174
		SP:Iteration 3F (93071.800000 sec): 3 clusters
  Score: Raw -365317.102608 + Penalty 2625.271208 = -362691.831400
  nChanged 141
		SP:Iteration 4Q (93071.850000 sec): 3 clusters
  Score: Raw -365401.331786 + Penalty 2625.271208 = -362776.060578
  nChanged 116
		SP:Iteration 5Q (93071.910000 sec): 3 clusters
  Score: Raw -365452.700821 + Penalty 2625.271208 = -362827.429612
  nChanged 70
		SP:Iteration 6Q (93071.970000 sec): 3 clusters
  Score: Raw -365485.463882 + Penalty 2625.271208 = -362860.192674
  nChanged 64
		SP:Iteration 7Q (93072.030000 sec): 3 clusters
  Score: Raw -365514.492873 + Penalty 2625.271208 = -362889.221665
  nChanged 62
		SP:Iteration 8Q (93072.090000 sec): 3 clusters
  Score: Raw -365540.720369 + Penalty 2625.271208 = -362915.449161
  nChanged 49
		SP:Iteration 9Q (93072.140000 sec): 3 clusters
  Score: Raw -365564.566493 + Penalty 2625.271208 = -362939.295285
  nChanged 49
		SP:Iteration 10Q (93072.200000 sec): 3 clusters
  Score: Raw -365587.510338 + Penalty 2625.271208 = -362962.239130
  nChanged 56
		SP:Iteration 11Q (93072.260000 sec): 3 clusters
  Score: Raw -365612.932835 + Penalty 2625.271208 = -362987.661627
  nChanged 54
		SP:Iteration 12Q (93072.320000 sec): 3 clusters
  Score: Raw -365636.468444 + Penalty 2625.271208 = -363011.197236
  nChanged 49
		SP:Iteration 13Q (93072.380000 sec): 3 clusters
  Score: Raw -365658.911501 + Penalty 2625.271208 = -363033.640293
  nChanged 43
		SP:Iteration 14Q (93072.440000 sec): 3 clusters
  Score: Raw -365675.999203 + Penalty 2625.271208 = -363050.727995
  nChanged 44
		SP:Iteration 15Q (93072.500000 sec): 3 clusters
  Score: Raw -365693.623933 + Penalty 2625.271208 = -363068.352725
  nChanged 30
		SP:Iteration 16Q (93072.560000 sec): 3 clusters
  Score: Raw -365708.206492 + Penalty 2625.271208 = -363082.935284
  nChanged 32
		SP:Iteration 17Q (93072.610000 sec): 3 clusters
  Score: Raw -365724.913894 + Penalty 2625.271208 = -363099.642686
  nChanged 37
		SP:Iteration 18Q (93072.670000 sec): 3 clusters
  Score: Raw -365742.827175 + Penalty 2625.271208 = -363117.555967
  nChanged 32
		SP:Iteration 19Q (93072.730000 sec): 3 clusters
  Score: Raw -365758.505100 + Penalty 2625.271208 = -363133.233892
  nChanged 31
		SP:Iteration 20F (93072.790000 sec): 3 clusters
  Score: Raw -365772.298834 + Penalty 2625.271208 = -363147.027626
  nChanged 32
		SP:Iteration 21Q (93072.840000 sec): 3 clusters
  Score: Raw -365783.746575 + Penalty 2625.271208 = -363158.475367
  nChanged 28
		SP:Iteration 22Q (93072.900000 sec): 3 clusters
  Score: Raw -365792.514534 + Penalty 2625.271208 = -363167.243326
  nChanged 19
		SP:Iteration 23Q (93072.960000 sec): 3 clusters
  Score: Raw -365797.193040 + Penalty 2625.271208 = -363171.921832
  nChanged 12
		SP:Iteration 24Q (93073.020000 sec): 3 clusters
  Score: Raw -365799.530604 + Penalty 2625.271208 = -363174.259396
  nChanged 9
		SP:Iteration 25Q (93073.080000 sec): 3 clusters
  Score: Raw -365801.532973 + Penalty 2625.271208 = -363176.261765
  nChanged 3
		SP:Iteration 26Q (93073.140000 sec): 3 clusters
  Score: Raw -365804.154634 + Penalty 2625.271208 = -363178.883426
  nChanged 4
		SP:Iteration 27Q (93073.190000 sec): 3 clusters
  Score: Raw -365804.889475 + Penalty 2625.271208 = -363179.618267
  nChanged 3
		SP:Iteration 28Q (93073.250000 sec): 3 clusters
  Score: Raw -365805.839639 + Penalty 2625.271208 = -363180.568430
  nChanged 5
		SP:Iteration 29Q (93073.310000 sec): 3 clusters
  Score: Raw -365807.421179 + Penalty 2625.271208 = -363182.149971
  nChanged 2
		SP:Iteration 30Q (93073.370000 sec): 3 clusters
  Score: Raw -365807.882835 + Penalty 2625.271208 = -363182.611627
  nChanged 3
		SP:Iteration 31Q (93073.430000 sec): 3 clusters
  Score: Raw -365808.359963 + Penalty 2625.271208 = -363183.088754
  nChanged 3
		SP:Iteration 32Q (93073.480000 sec): 3 clusters
  Score: Raw -365809.013636 + Penalty 2625.271208 = -363183.742428
  nChanged 4
		SP:Iteration 33Q (93073.540000 sec): 3 clusters
  Score: Raw -365809.806769 + Penalty 2625.271208 = -363184.535561
  nChanged 3
		SP:Iteration 34Q (93073.600000 sec): 3 clusters
  Score: Raw -365810.191856 + Penalty 2625.271208 = -363184.920648
  nChanged 2
		SP:Iteration 35Q (93073.660000 sec): 3 clusters
  Score: Raw -365810.417205 + Penalty 2625.271208 = -363185.145997
  nChanged 3
		SP:Iteration 36Q (93073.720000 sec): 3 clusters
  Score: Raw -365810.879845 + Penalty 2625.271208 = -363185.608637
  nChanged 3
		SP:Iteration 37Q (93073.780000 sec): 3 clusters
  Score: Raw -365811.194570 + Penalty 2625.271208 = -363185.923362
  nChanged 4
		SP:Iteration 38Q (93073.830000 sec): 3 clusters
  Score: Raw -365812.051721 + Penalty 2625.271208 = -363186.780513
  nChanged 3
		SP:Iteration 39Q (93073.890000 sec): 3 clusters
  Score: Raw -365812.795377 + Penalty 2625.271208 = -363187.524169
  nChanged 5
		SP:Iteration 40F (93073.950000 sec): 3 clusters
  Score: Raw -365814.471533 + Penalty 2625.271208 = -363189.200324
  nChanged 7
		SP:Iteration 41Q (93074.010000 sec): 3 clusters
  Score: Raw -365817.228955 + Penalty 2625.271208 = -363191.957747
  nChanged 9
		SP:Iteration 42Q (93074.070000 sec): 3 clusters
  Score: Raw -365819.652998 + Penalty 2625.271208 = -363194.381790
  nChanged 7
		SP:Iteration 43Q (93074.120000 sec): 3 clusters
  Score: Raw -365821.714125 + Penalty 2625.271208 = -363196.442916
  nChanged 7
		SP:Iteration 44Q (93074.180000 sec): 3 clusters
  Score: Raw -365823.826624 + Penalty 2625.271208 = -363198.555415
  nChanged 2
		SP:Iteration 45Q (93074.240000 sec): 3 clusters
  Score: Raw -365824.266372 + Penalty 2625.271208 = -363198.995164
  nChanged 2
		SP:Iteration 46Q (93074.300000 sec): 3 clusters
  Score: Raw -365824.756206 + Penalty 2625.271208 = -363199.484998
  nChanged 1
		SP:Iteration 47Q (93074.360000 sec): 3 clusters
  Score: Raw -365824.912298 + Penalty 2625.271208 = -363199.641090
  nChanged 1
		SP:Iteration 48Q (93074.420000 sec): 3 clusters
  Score: Raw -365825.027217 + Penalty 2625.271208 = -363199.756009
  nChanged 2
		SP:Iteration 49Q (93074.480000 sec): 3 clusters
  Score: Raw -365825.484964 + Penalty 2625.271208 = -363200.213756
  nChanged 1
		SP:Iteration 50Q (93074.530000 sec): 3 clusters
  Score: Raw -365825.748784 + Penalty 2625.271208 = -363200.477576
  nChanged 2
		SP:Iteration 51Q (93074.590000 sec): 3 clusters
  Score: Raw -365826.340038 + Penalty 2625.271208 = -363201.068830
  nChanged 1
		SP:Iteration 52Q (93074.650000 sec): 3 clusters
  Score: Raw -365826.504761 + Penalty 2625.271208 = -363201.233553
  nChanged 2
		SP:Iteration 53Q (93074.700000 sec): 3 clusters
  Score: Raw -365826.914812 + Penalty 2625.271208 = -363201.643604
  nChanged 1
		SP:Iteration 54Q (93074.760000 sec): 3 clusters
  Score: Raw -365827.041710 + Penalty 2625.271208 = -363201.770502
  nChanged 2
		SP:Iteration 55Q (93074.820000 sec): 3 clusters
  Score: Raw -365827.572435 + Penalty 2625.271208 = -363202.301226
  nChanged 3
		SP:Iteration 56Q (93074.880000 sec): 3 clusters
  Score: Raw -365828.567241 + Penalty 2625.271208 = -363203.296033
  nChanged 2
		SP:Iteration 57Q (93074.940000 sec): 3 clusters
  Score: Raw -365829.212358 + Penalty 2625.271208 = -363203.941149
  nChanged 0
		SP:Iteration 58F (93075.000000 sec): 3 clusters
  Score: Raw -365829.212358 + Penalty 2625.271208 = -363203.941149
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 27 (4396 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93075.070000 sec): 2 clusters
  Score: Raw -490806.666239 + Penalty 1363.123176 = -489443.543063
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93075.160000 sec): 3 clusters
  Score: Raw -488609.608450 + Penalty 2726.246353 = -485883.362098
  nChanged 1754
		SP:Iteration 1F (93075.240000 sec): 3 clusters
  Score: Raw -489944.590520 + Penalty 2726.246353 = -487218.344167
  nChanged 448
		SP:Iteration 2F (93075.320000 sec): 3 clusters
  Score: Raw -490361.078857 + Penalty 2726.246353 = -487634.832505
  nChanged 344
		SP:Iteration 3F (93075.400000 sec): 3 clusters
  Score: Raw -490683.328005 + Penalty 2726.246353 = -487957.081652
  nChanged 288
		SP:Iteration 4F (93075.470000 sec): 3 clusters
  Score: Raw -490963.890041 + Penalty 2726.246353 = -488237.643689
  nChanged 252
		SP:Iteration 5F (93075.560000 sec): 3 clusters
  Score: Raw -491160.413308 + Penalty 2726.246353 = -488434.166956
  nChanged 177
		SP:Iteration 6Q (93075.640000 sec): 3 clusters
  Score: Raw -491259.040895 + Penalty 2726.246353 = -488532.794543
  nChanged 120
		SP:Iteration 7Q (93075.720000 sec): 3 clusters
  Score: Raw -491336.330390 + Penalty 2726.246353 = -488610.084038
  nChanged 103
		SP:Iteration 8Q (93075.790000 sec): 3 clusters
  Score: Raw -491408.502006 + Penalty 2726.246353 = -488682.255654
  nChanged 100
		SP:Iteration 9Q (93075.870000 sec): 3 clusters
  Score: Raw -491463.640150 + Penalty 2726.246353 = -488737.393797
  nChanged 85
		SP:Iteration 10Q (93075.950000 sec): 3 clusters
  Score: Raw -491515.114466 + Penalty 2726.246353 = -488788.868113
  nChanged 79
		SP:Iteration 11Q (93076.030000 sec): 3 clusters
  Score: Raw -491561.460085 + Penalty 2726.246353 = -488835.213732
  nChanged 66
		SP:Iteration 12Q (93076.110000 sec): 3 clusters
  Score: Raw -491597.407371 + Penalty 2726.246353 = -488871.161019
  nChanged 56
		SP:Iteration 13Q (93076.190000 sec): 3 clusters
  Score: Raw -491623.345801 + Penalty 2726.246353 = -488897.099448
  nChanged 47
		SP:Iteration 14Q (93076.270000 sec): 3 clusters
  Score: Raw -491643.042889 + Penalty 2726.246353 = -488916.796536
  nChanged 44
		SP:Iteration 15Q (93076.340000 sec): 3 clusters
  Score: Raw -491659.048376 + Penalty 2726.246353 = -488932.802024
  nChanged 37
		SP:Iteration 16Q (93076.420000 sec): 3 clusters
  Score: Raw -491673.223611 + Penalty 2726.246353 = -488946.977258
  nChanged 41
		SP:Iteration 17Q (93076.500000 sec): 3 clusters
  Score: Raw -491687.650432 + Penalty 2726.246353 = -488961.404079
  nChanged 30
		SP:Iteration 18Q (93076.580000 sec): 3 clusters
  Score: Raw -491698.718705 + Penalty 2726.246353 = -488972.472352
  nChanged 24
		SP:Iteration 19Q (93076.650000 sec): 3 clusters
  Score: Raw -491709.621406 + Penalty 2726.246353 = -488983.375054
  nChanged 21
		SP:Iteration 20F (93076.730000 sec): 3 clusters
  Score: Raw -491717.725741 + Penalty 2726.246353 = -488991.479388
  nChanged 21
		SP:Iteration 21Q (93076.810000 sec): 3 clusters
  Score: Raw -491728.056220 + Penalty 2726.246353 = -489001.809867
  nChanged 29
		SP:Iteration 22Q (93076.890000 sec): 3 clusters
  Score: Raw -491744.325051 + Penalty 2726.246353 = -489018.078698
  nChanged 43
		SP:Iteration 23Q (93076.970000 sec): 3 clusters
  Score: Raw -491768.381546 + Penalty 2726.246353 = -489042.135194
  nChanged 48
		SP:Iteration 24Q (93077.040000 sec): 3 clusters
  Score: Raw -491791.455575 + Penalty 2726.246353 = -489065.209223
  nChanged 46
		SP:Iteration 25Q (93077.120000 sec): 3 clusters
  Score: Raw -491807.926839 + Penalty 2726.246353 = -489081.680486
  nChanged 27
		SP:Iteration 26Q (93077.200000 sec): 3 clusters
  Score: Raw -491819.332762 + Penalty 2726.246353 = -489093.086410
  nChanged 20
		SP:Iteration 27Q (93077.270000 sec): 3 clusters
  Score: Raw -491827.709647 + Penalty 2726.246353 = -489101.463294
  nChanged 23
		SP:Iteration 28Q (93077.350000 sec): 3 clusters
  Score: Raw -491836.462891 + Penalty 2726.246353 = -489110.216538
  nChanged 23
		SP:Iteration 29Q (93077.430000 sec): 3 clusters
  Score: Raw -491845.162893 + Penalty 2726.246353 = -489118.916540
  nChanged 20
		SP:Iteration 30Q (93077.510000 sec): 3 clusters
  Score: Raw -491852.514691 + Penalty 2726.246353 = -489126.268339
  nChanged 26
		SP:Iteration 31Q (93077.590000 sec): 3 clusters
  Score: Raw -491861.230312 + Penalty 2726.246353 = -489134.983959
  nChanged 19
		SP:Iteration 32Q (93077.660000 sec): 3 clusters
  Score: Raw -491868.406341 + Penalty 2726.246353 = -489142.159989
  nChanged 17
		SP:Iteration 33Q (93077.740000 sec): 3 clusters
  Score: Raw -491874.349268 + Penalty 2726.246353 = -489148.102915
  nChanged 8
		SP:Iteration 34Q (93077.820000 sec): 3 clusters
  Score: Raw -491877.358773 + Penalty 2726.246353 = -489151.112420
  nChanged 8
		SP:Iteration 35Q (93077.890000 sec): 3 clusters
  Score: Raw -491880.049368 + Penalty 2726.246353 = -489153.803016
  nChanged 6
		SP:Iteration 36Q (93077.970000 sec): 3 clusters
  Score: Raw -491881.731577 + Penalty 2726.246353 = -489155.485224
  nChanged 8
		SP:Iteration 37Q (93078.050000 sec): 3 clusters
  Score: Raw -491884.099545 + Penalty 2726.246353 = -489157.853192
  nChanged 4
		SP:Iteration 38Q (93078.130000 sec): 3 clusters
  Score: Raw -491885.896245 + Penalty 2726.246353 = -489159.649892
  nChanged 3
		SP:Iteration 39Q (93078.210000 sec): 3 clusters
  Score: Raw -491886.601510 + Penalty 2726.246353 = -489160.355157
  nChanged 0
		SP:Iteration 40F (93078.280000 sec): 3 clusters
  Score: Raw -491886.601510 + Penalty 2726.246353 = -489160.355157
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 28 (3964 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93078.360000 sec): 2 clusters
  Score: Raw -464939.132689 + Penalty 1346.313946 = -463592.818744
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93078.440000 sec): 3 clusters
  Score: Raw -462983.435594 + Penalty 2692.627891 = -460290.807703
  nChanged 1609
		SP:Iteration 1F (93078.520000 sec): 3 clusters
  Score: Raw -464132.217072 + Penalty 2692.627891 = -461439.589181
  nChanged 356
		SP:Iteration 2F (93078.590000 sec): 3 clusters
  Score: Raw -464423.337154 + Penalty 2692.627891 = -461730.709263
  nChanged 250
		SP:Iteration 3F (93078.660000 sec): 3 clusters
  Score: Raw -464619.973498 + Penalty 2692.627891 = -461927.345607
  nChanged 190
		SP:Iteration 4Q (93078.740000 sec): 3 clusters
  Score: Raw -464740.942865 + Penalty 2692.627891 = -462048.314974
  nChanged 137
		SP:Iteration 5Q (93078.810000 sec): 3 clusters
  Score: Raw -464816.945904 + Penalty 2692.627891 = -462124.318013
  nChanged 109
		SP:Iteration 6Q (93078.890000 sec): 3 clusters
  Score: Raw -464890.128323 + Penalty 2692.627891 = -462197.500432
  nChanged 98
		SP:Iteration 7Q (93078.960000 sec): 3 clusters
  Score: Raw -464948.569606 + Penalty 2692.627891 = -462255.941715
  nChanged 81
		SP:Iteration 8Q (93079.040000 sec): 3 clusters
  Score: Raw -464981.885892 + Penalty 2692.627891 = -462289.258001
  nChanged 67
		SP:Iteration 9Q (93079.110000 sec): 3 clusters
  Score: Raw -465013.353568 + Penalty 2692.627891 = -462320.725677
  nChanged 60
		SP:Iteration 10Q (93079.180000 sec): 3 clusters
  Score: Raw -465036.776555 + Penalty 2692.627891 = -462344.148664
  nChanged 48
		SP:Iteration 11Q (93079.260000 sec): 3 clusters
  Score: Raw -465056.747488 + Penalty 2692.627891 = -462364.119597
  nChanged 40
		SP:Iteration 12Q (93079.330000 sec): 3 clusters
  Score: Raw -465069.044951 + Penalty 2692.627891 = -462376.417060
  nChanged 31
		SP:Iteration 13Q (93079.410000 sec): 3 clusters
  Score: Raw -465079.424843 + Penalty 2692.627891 = -462386.796952
  nChanged 29
		SP:Iteration 14Q (93079.480000 sec): 3 clusters
  Score: Raw -465097.245837 + Penalty 2692.627891 = -462404.617946
  nChanged 50
		SP:Iteration 15Q (93079.560000 sec): 3 clusters
  Score: Raw -465122.184849 + Penalty 2692.627891 = -462429.556958
  nChanged 41
		SP:Iteration 16Q (93079.630000 sec): 3 clusters
  Score: Raw -465143.959298 + Penalty 2692.627891 = -462451.331407
  nChanged 48
		SP:Iteration 17Q (93079.700000 sec): 3 clusters
  Score: Raw -465168.080713 + Penalty 2692.627891 = -462475.452822
  nChanged 59
		SP:Iteration 18Q (93079.780000 sec): 3 clusters
  Score: Raw -465197.261794 + Penalty 2692.627891 = -462504.633903
  nChanged 46
		SP:Iteration 19Q (93079.850000 sec): 3 clusters
  Score: Raw -465217.501259 + Penalty 2692.627891 = -462524.873368
  nChanged 49
		SP:Iteration 20F (93079.930000 sec): 3 clusters
  Score: Raw -465239.614591 + Penalty 2692.627891 = -462546.986700
  nChanged 39
		SP:Iteration 21Q (93080.000000 sec): 3 clusters
  Score: Raw -465256.176643 + Penalty 2692.627891 = -462563.548752
  nChanged 37
		SP:Iteration 22Q (93080.080000 sec): 3 clusters
  Score: Raw -465271.881303 + Penalty 2692.627891 = -462579.253412
  nChanged 34
		SP:Iteration 23Q (93080.150000 sec): 3 clusters
  Score: Raw -465286.355603 + Penalty 2692.627891 = -462593.727712
  nChanged 34
		SP:Iteration 24Q (93080.220000 sec): 3 clusters
  Score: Raw -465301.752143 + Penalty 2692.627891 = -462609.124252
  nChanged 32
		SP:Iteration 25Q (93080.300000 sec): 3 clusters
  Score: Raw -465312.275178 + Penalty 2692.627891 = -462619.647287
  nChanged 14
		SP:Iteration 26Q (93080.370000 sec): 3 clusters
  Score: Raw -465316.908428 + Penalty 2692.627891 = -462624.280537
  nChanged 18
		SP:Iteration 27Q (93080.440000 sec): 3 clusters
  Score: Raw -465324.722595 + Penalty 2692.627891 = -462632.094704
  nChanged 31
		SP:Iteration 28Q (93080.520000 sec): 3 clusters
  Score: Raw -465337.790488 + Penalty 2692.627891 = -462645.162597
  nChanged 30
		SP:Iteration 29Q (93080.590000 sec): 3 clusters
  Score: Raw -465352.150163 + Penalty 2692.627891 = -462659.522272
  nChanged 31
		SP:Iteration 30Q (93080.660000 sec): 3 clusters
  Score: Raw -465372.857295 + Penalty 2692.627891 = -462680.229404
  nChanged 28
		SP:Iteration 31Q (93080.740000 sec): 3 clusters
  Score: Raw -465389.506558 + Penalty 2692.627891 = -462696.878667
  nChanged 24
		SP:Iteration 32Q (93080.810000 sec): 3 clusters
  Score: Raw -465398.939878 + Penalty 2692.627891 = -462706.311987
  nChanged 25
		SP:Iteration 33Q (93080.880000 sec): 3 clusters
  Score: Raw -465409.025040 + Penalty 2692.627891 = -462716.397149
  nChanged 22
		SP:Iteration 34Q (93080.960000 sec): 3 clusters
  Score: Raw -465416.933083 + Penalty 2692.627891 = -462724.305192
  nChanged 15
		SP:Iteration 35Q (93081.030000 sec): 3 clusters
  Score: Raw -465422.531780 + Penalty 2692.627891 = -462729.903889
  nChanged 13
		SP:Iteration 36Q (93081.100000 sec): 3 clusters
  Score: Raw -465430.269002 + Penalty 2692.627891 = -462737.641111
  nChanged 19
		SP:Iteration 37Q (93081.170000 sec): 3 clusters
  Score: Raw -465439.574674 + Penalty 2692.627891 = -462746.946783
  nChanged 16
		SP:Iteration 38Q (93081.240000 sec): 3 clusters
  Score: Raw -465450.303059 + Penalty 2692.627891 = -462757.675168
  nChanged 20
		SP:Iteration 39Q (93081.320000 sec): 3 clusters
  Score: Raw -465461.982151 + Penalty 2692.627891 = -462769.354260
  nChanged 20
		SP:Iteration 40F (93081.390000 sec): 3 clusters
  Score: Raw -465471.831411 + Penalty 2692.627891 = -462779.203520
  nChanged 14
		SP:Iteration 41Q (93081.460000 sec): 3 clusters
  Score: Raw -465479.926215 + Penalty 2692.627891 = -462787.298324
  nChanged 16
		SP:Iteration 42Q (93081.540000 sec): 3 clusters
  Score: Raw -465489.977040 + Penalty 2692.627891 = -462797.349149
  nChanged 10
		SP:Iteration 43Q (93081.610000 sec): 3 clusters
  Score: Raw -465495.013959 + Penalty 2692.627891 = -462802.386068
  nChanged 5
		SP:Iteration 44Q (93081.680000 sec): 3 clusters
  Score: Raw -465497.068969 + Penalty 2692.627891 = -462804.441078
  nChanged 8
		SP:Iteration 45Q (93081.750000 sec): 3 clusters
  Score: Raw -465500.069818 + Penalty 2692.627891 = -462807.441927
  nChanged 6
		SP:Iteration 46Q (93081.830000 sec): 3 clusters
  Score: Raw -465501.863215 + Penalty 2692.627891 = -462809.235324
  nChanged 4
		SP:Iteration 47Q (93081.900000 sec): 3 clusters
  Score: Raw -465502.696109 + Penalty 2692.627891 = -462810.068218
  nChanged 3
		SP:Iteration 48Q (93081.970000 sec): 3 clusters
  Score: Raw -465503.440267 + Penalty 2692.627891 = -462810.812376
  nChanged 4
		SP:Iteration 49Q (93082.040000 sec): 3 clusters
  Score: Raw -465504.332330 + Penalty 2692.627891 = -462811.704439
  nChanged 2
		SP:Iteration 50Q (93082.120000 sec): 3 clusters
  Score: Raw -465504.693448 + Penalty 2692.627891 = -462812.065557
  nChanged 1
		SP:Iteration 51Q (93082.190000 sec): 3 clusters
  Score: Raw -465504.817583 + Penalty 2692.627891 = -462812.189692
  nChanged 0
		SP:Iteration 52F (93082.260000 sec): 3 clusters
  Score: Raw -465504.817583 + Penalty 2692.627891 = -462812.189692
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 29 (2340 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93082.330000 sec): 2 clusters
  Score: Raw -234512.821503 + Penalty 1260.659759 = -233252.161744
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93082.370000 sec): 3 clusters
  Score: Raw -233479.465100 + Penalty 2521.319518 = -230958.145583
  nChanged 860
		SP:Iteration 1F (93082.420000 sec): 3 clusters
  Score: Raw -234190.099061 + Penalty 2521.319518 = -231668.779544
  nChanged 242
		SP:Iteration 2F (93082.460000 sec): 3 clusters
  Score: Raw -234497.238639 + Penalty 2521.319518 = -231975.919122
  nChanged 195
		SP:Iteration 3F (93082.500000 sec): 3 clusters
  Score: Raw -234742.047682 + Penalty 2521.319518 = -232220.728164
  nChanged 148
		SP:Iteration 4F (93082.540000 sec): 3 clusters
  Score: Raw -234903.473485 + Penalty 2521.319518 = -232382.153967
  nChanged 94
		SP:Iteration 5Q (93082.590000 sec): 3 clusters
  Score: Raw -234998.462992 + Penalty 2521.319518 = -232477.143474
  nChanged 77
		SP:Iteration 6Q (93082.630000 sec): 3 clusters
  Score: Raw -235058.983421 + Penalty 2521.319518 = -232537.663903
  nChanged 56
		SP:Iteration 7Q (93082.670000 sec): 3 clusters
  Score: Raw -235109.746305 + Penalty 2521.319518 = -232588.426788
  nChanged 54
		SP:Iteration 8Q (93082.710000 sec): 3 clusters
  Score: Raw -235150.885168 + Penalty 2521.319518 = -232629.565651
  nChanged 40
		SP:Iteration 9Q (93082.760000 sec): 3 clusters
  Score: Raw -235177.128910 + Penalty 2521.319518 = -232655.809393
  nChanged 37
		SP:Iteration 10Q (93082.800000 sec): 3 clusters
  Score: Raw -235194.885352 + Penalty 2521.319518 = -232673.565834
  nChanged 11
		SP:Iteration 11Q (93082.840000 sec): 3 clusters
  Score: Raw -235199.134173 + Penalty 2521.319518 = -232677.814656
  nChanged 11
		SP:Iteration 12Q (93082.880000 sec): 3 clusters
  Score: Raw -235205.040990 + Penalty 2521.319518 = -232683.721472
  nChanged 12
		SP:Iteration 13Q (93082.920000 sec): 3 clusters
  Score: Raw -235211.425825 + Penalty 2521.319518 = -232690.106307
  nChanged 12
		SP:Iteration 14Q (93082.960000 sec): 3 clusters
  Score: Raw -235216.683160 + Penalty 2521.319518 = -232695.363642
  nChanged 8
		SP:Iteration 15Q (93083.010000 sec): 3 clusters
  Score: Raw -235219.792506 + Penalty 2521.319518 = -232698.472988
  nChanged 7
		SP:Iteration 16Q (93083.050000 sec): 3 clusters
  Score: Raw -235222.406576 + Penalty 2521.319518 = -232701.087058
  nChanged 2
		SP:Iteration 17Q (93083.090000 sec): 3 clusters
  Score: Raw -235223.034420 + Penalty 2521.319518 = -232701.714902
  nChanged 1
		SP:Iteration 18Q (93083.130000 sec): 3 clusters
  Score: Raw -235223.264539 + Penalty 2521.319518 = -232701.945022
  nChanged 1
		SP:Iteration 19Q (93083.170000 sec): 3 clusters
  Score: Raw -235223.438343 + Penalty 2521.319518 = -232702.118825
  nChanged 2
		SP:Iteration 20F (93083.220000 sec): 3 clusters
  Score: Raw -235224.532992 + Penalty 2521.319518 = -232703.213475
  nChanged 2
		SP:Iteration 21Q (93083.260000 sec): 3 clusters
  Score: Raw -235225.986028 + Penalty 2521.319518 = -232704.666510
  nChanged 3
		SP:Iteration 22Q (93083.300000 sec): 3 clusters
  Score: Raw -235227.954581 + Penalty 2521.319518 = -232706.635064
  nChanged 6
		SP:Iteration 23Q (93083.340000 sec): 3 clusters
  Score: Raw -235229.771046 + Penalty 2521.319518 = -232708.451528
  nChanged 5
		SP:Iteration 24Q (93083.380000 sec): 3 clusters
  Score: Raw -235231.188812 + Penalty 2521.319518 = -232709.869294
  nChanged 1
		SP:Iteration 25Q (93083.420000 sec): 3 clusters
  Score: Raw -235231.621276 + Penalty 2521.319518 = -232710.301758
  nChanged 3
		SP:Iteration 26Q (93083.470000 sec): 3 clusters
  Score: Raw -235234.909670 + Penalty 2521.319518 = -232713.590153
  nChanged 5
		SP:Iteration 27Q (93083.510000 sec): 3 clusters
  Score: Raw -235237.161917 + Penalty 2521.319518 = -232715.842399
  nChanged 6
		SP:Iteration 28Q (93083.550000 sec): 3 clusters
  Score: Raw -235239.536208 + Penalty 2521.319518 = -232718.216690
  nChanged 3
		SP:Iteration 29Q (93083.590000 sec): 3 clusters
  Score: Raw -235241.516092 + Penalty 2521.319518 = -232720.196575
  nChanged 5
		SP:Iteration 30Q (93083.640000 sec): 3 clusters
  Score: Raw -235245.099844 + Penalty 2521.319518 = -232723.780326
  nChanged 4
		SP:Iteration 31Q (93083.680000 sec): 3 clusters
  Score: Raw -235246.631270 + Penalty 2521.319518 = -232725.311752
  nChanged 3
		SP:Iteration 32Q (93083.720000 sec): 3 clusters
  Score: Raw -235247.682374 + Penalty 2521.319518 = -232726.362856
  nChanged 1
		SP:Iteration 33Q (93083.760000 sec): 3 clusters
  Score: Raw -235248.410632 + Penalty 2521.319518 = -232727.091114
  nChanged 2
		SP:Iteration 34Q (93083.800000 sec): 3 clusters
  Score: Raw -235249.725197 + Penalty 2521.319518 = -232728.405680
  nChanged 3
		SP:Iteration 35Q (93083.840000 sec): 3 clusters
  Score: Raw -235250.896368 + Penalty 2521.319518 = -232729.576850
  nChanged 4
		SP:Iteration 36Q (93083.890000 sec): 3 clusters
  Score: Raw -235252.881103 + Penalty 2521.319518 = -232731.561585
  nChanged 3
		SP:Iteration 37Q (93083.930000 sec): 3 clusters
  Score: Raw -235257.641123 + Penalty 2521.319518 = -232736.321605
  nChanged 6
		SP:Iteration 38Q (93083.970000 sec): 3 clusters
  Score: Raw -235260.334297 + Penalty 2521.319518 = -232739.014779
  nChanged 6
		SP:Iteration 39Q (93084.020000 sec): 3 clusters
  Score: Raw -235262.633425 + Penalty 2521.319518 = -232741.313907
  nChanged 5
		SP:Iteration 40F (93084.060000 sec): 3 clusters
  Score: Raw -235264.866147 + Penalty 2521.319518 = -232743.546629
  nChanged 7
		SP:Iteration 41Q (93084.100000 sec): 3 clusters
  Score: Raw -235267.290249 + Penalty 2521.319518 = -232745.970731
  nChanged 4
		SP:Iteration 42Q (93084.140000 sec): 3 clusters
  Score: Raw -235268.718132 + Penalty 2521.319518 = -232747.398614
  nChanged 2
		SP:Iteration 43Q (93084.180000 sec): 3 clusters
  Score: Raw -235269.327398 + Penalty 2521.319518 = -232748.007881
  nChanged 1
		SP:Iteration 44Q (93084.220000 sec): 3 clusters
  Score: Raw -235271.058195 + Penalty 2521.319518 = -232749.738677
  nChanged 1
		SP:Iteration 45Q (93084.270000 sec): 3 clusters
  Score: Raw -235271.556706 + Penalty 2521.319518 = -232750.237188
  nChanged 1
		SP:Iteration 46Q (93084.310000 sec): 3 clusters
  Score: Raw -235271.701798 + Penalty 2521.319518 = -232750.382280
  nChanged 1
		SP:Iteration 47Q (93084.350000 sec): 3 clusters
  Score: Raw -235272.173814 + Penalty 2521.319518 = -232750.854297
  nChanged 2
		SP:Iteration 48Q (93084.390000 sec): 3 clusters
  Score: Raw -235273.231807 + Penalty 2521.319518 = -232751.912289
  nChanged 3
		SP:Iteration 49Q (93084.440000 sec): 3 clusters
  Score: Raw -235274.259488 + Penalty 2521.319518 = -232752.939970
  nChanged 3
		SP:Iteration 50Q (93084.480000 sec): 3 clusters
  Score: Raw -235276.038602 + Penalty 2521.319518 = -232754.719084
  nChanged 4
		SP:Iteration 51Q (93084.520000 sec): 3 clusters
  Score: Raw -235277.699509 + Penalty 2521.319518 = -232756.379991
  nChanged 5
		SP:Iteration 52Q (93084.560000 sec): 3 clusters
  Score: Raw -235279.448253 + Penalty 2521.319518 = -232758.128735
  nChanged 3
		SP:Iteration 53Q (93084.600000 sec): 3 clusters
  Score: Raw -235280.217384 + Penalty 2521.319518 = -232758.897867
  nChanged 2
		SP:Iteration 54Q (93084.650000 sec): 3 clusters
  Score: Raw -235281.019517 + Penalty 2521.319518 = -232759.700000
  nChanged 5
		SP:Iteration 55Q (93084.690000 sec): 3 clusters
  Score: Raw -235283.046145 + Penalty 2521.319518 = -232761.726628
  nChanged 2
		SP:Iteration 56Q (93084.730000 sec): 3 clusters
  Score: Raw -235283.905276 + Penalty 2521.319518 = -232762.585758
  nChanged 2
		SP:Iteration 57Q (93084.770000 sec): 3 clusters
  Score: Raw -235284.661061 + Penalty 2521.319518 = -232763.341544
  nChanged 3
		SP:Iteration 58Q (93084.820000 sec): 3 clusters
  Score: Raw -235285.614330 + Penalty 2521.319518 = -232764.294812
  nChanged 1
		SP:Iteration 59Q (93084.860000 sec): 3 clusters
  Score: Raw -235285.942779 + Penalty 2521.319518 = -232764.623261
  nChanged 2
		SP:Iteration 60F (93084.910000 sec): 3 clusters
  Score: Raw -235286.398648 + Penalty 2521.319518 = -232765.079130
  nChanged 2
		SP:Iteration 61Q (93084.950000 sec): 3 clusters
  Score: Raw -235287.168841 + Penalty 2521.319518 = -232765.849323
  nChanged 3
		SP:Iteration 62Q (93084.990000 sec): 3 clusters
  Score: Raw -235288.466495 + Penalty 2521.319518 = -232767.146977
  nChanged 4
		SP:Iteration 63Q (93085.030000 sec): 3 clusters
  Score: Raw -235290.955271 + Penalty 2521.319518 = -232769.635753
  nChanged 10
		SP:Iteration 64Q (93085.070000 sec): 3 clusters
  Score: Raw -235298.206003 + Penalty 2521.319518 = -232776.886485
  nChanged 12
		SP:Iteration 65Q (93085.110000 sec): 3 clusters
  Score: Raw -235303.969998 + Penalty 2521.319518 = -232782.650481
  nChanged 13
		SP:Iteration 66Q (93085.160000 sec): 3 clusters
  Score: Raw -235312.193298 + Penalty 2521.319518 = -232790.873781
  nChanged 15
		SP:Iteration 67Q (93085.200000 sec): 3 clusters
  Score: Raw -235325.996280 + Penalty 2521.319518 = -232804.676762
  nChanged 18
		SP:Iteration 68Q (93085.240000 sec): 3 clusters
  Score: Raw -235340.325515 + Penalty 2521.319518 = -232819.005997
  nChanged 18
		SP:Iteration 69Q (93085.280000 sec): 3 clusters
  Score: Raw -235348.778287 + Penalty 2521.319518 = -232827.458769
  nChanged 11
		SP:Iteration 70Q (93085.330000 sec): 3 clusters
  Score: Raw -235353.061497 + Penalty 2521.319518 = -232831.741979
  nChanged 10
		SP:Iteration 71Q (93085.370000 sec): 3 clusters
  Score: Raw -235359.528316 + Penalty 2521.319518 = -232838.208799
  nChanged 10
		SP:Iteration 72Q (93085.410000 sec): 3 clusters
  Score: Raw -235364.594183 + Penalty 2521.319518 = -232843.274665
  nChanged 7
		SP:Iteration 73Q (93085.450000 sec): 3 clusters
  Score: Raw -235370.382847 + Penalty 2521.319518 = -232849.063330
  nChanged 8
		SP:Iteration 74Q (93085.490000 sec): 3 clusters
  Score: Raw -235374.273345 + Penalty 2521.319518 = -232852.953827
  nChanged 5
		SP:Iteration 75Q (93085.530000 sec): 3 clusters
  Score: Raw -235377.056506 + Penalty 2521.319518 = -232855.736988
  nChanged 3
		SP:Iteration 76Q (93085.580000 sec): 3 clusters
  Score: Raw -235378.649828 + Penalty 2521.319518 = -232857.330311
  nChanged 4
		SP:Iteration 77Q (93085.620000 sec): 3 clusters
  Score: Raw -235379.739519 + Penalty 2521.319518 = -232858.420001
  nChanged 1
		SP:Iteration 78Q (93085.660000 sec): 3 clusters
  Score: Raw -235380.008413 + Penalty 2521.319518 = -232858.688895
  nChanged 1
		SP:Iteration 79Q (93085.700000 sec): 3 clusters
  Score: Raw -235380.244542 + Penalty 2521.319518 = -232858.925024
  nChanged 0
		SP:Iteration 80F (93085.750000 sec): 3 clusters
  Score: Raw -235380.244542 + Penalty 2521.319518 = -232858.925024
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 30 (464 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93085.790000 sec): 2 clusters
  Score: Raw -52703.693268 + Penalty 997.731240 = -51705.962028
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93085.800000 sec): 3 clusters
  Score: Raw -52644.668957 + Penalty 1995.462479 = -50649.206477
  nChanged 120
		SP:Iteration 1F (93085.810000 sec): 3 clusters
  Score: Raw -52814.979029 + Penalty 1995.462479 = -50819.516550
  nChanged 20
		SP:Iteration 2Q (93085.820000 sec): 3 clusters
  Score: Raw -52854.397276 + Penalty 1995.462479 = -50858.934797
  nChanged 12
		SP:Iteration 3Q (93085.830000 sec): 3 clusters
  Score: Raw -52876.536589 + Penalty 1995.462479 = -50881.074109
  nChanged 7
		SP:Iteration 4Q (93085.840000 sec): 3 clusters
  Score: Raw -52895.527022 + Penalty 1995.462479 = -50900.064542
  nChanged 4
		SP:Iteration 5Q (93085.850000 sec): 3 clusters
  Score: Raw -52909.920828 + Penalty 1995.462479 = -50914.458349
  nChanged 7
		SP:Iteration 6Q (93085.850000 sec): 3 clusters
  Score: Raw -52918.798144 + Penalty 1995.462479 = -50923.335664
  nChanged 2
		SP:Iteration 7Q (93085.870000 sec): 3 clusters
  Score: Raw -52922.521674 + Penalty 1995.462479 = -50927.059194
  nChanged 3
		SP:Iteration 8Q (93085.870000 sec): 3 clusters
  Score: Raw -52927.340293 + Penalty 1995.462479 = -50931.877813
  nChanged 5
		SP:Iteration 9Q (93085.880000 sec): 3 clusters
  Score: Raw -52937.039220 + Penalty 1995.462479 = -50941.576740
  nChanged 5
		SP:Iteration 10Q (93085.890000 sec): 3 clusters
  Score: Raw -52947.523160 + Penalty 1995.462479 = -50952.060681
  nChanged 4
		SP:Iteration 11Q (93085.900000 sec): 3 clusters
  Score: Raw -52960.026665 + Penalty 1995.462479 = -50964.564185
  nChanged 9
		SP:Iteration 12Q (93085.910000 sec): 3 clusters
  Score: Raw -53001.577093 + Penalty 1995.462479 = -51006.114614
  nChanged 7
		SP:Iteration 13Q (93085.920000 sec): 3 clusters
  Score: Raw -53032.708504 + Penalty 1995.462479 = -51037.246024
  nChanged 9
		SP:Iteration 14Q (93085.930000 sec): 3 clusters
  Score: Raw -53106.858028 + Penalty 1995.462479 = -51111.395548
  nChanged 10
		SP:Iteration 15Q (93085.940000 sec): 3 clusters
  Score: Raw -53145.779035 + Penalty 1995.462479 = -51150.316555
  nChanged 4
		SP:Iteration 16Q (93085.950000 sec): 3 clusters
  Score: Raw -53154.272762 + Penalty 1995.462479 = -51158.810283
  nChanged 0
		SP:Iteration 17F (93085.960000 sec): 3 clusters
  Score: Raw -53154.272762 + Penalty 1995.462479 = -51158.810283
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 31 (900 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93086.010000 sec): 2 clusters
  Score: Raw -104569.212428 + Penalty 1105.389149 = -103463.823279
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93086.030000 sec): 3 clusters
  Score: Raw -104254.404044 + Penalty 2210.778298 = -102043.625745
  nChanged 280
		SP:Iteration 1F (93086.040000 sec): 3 clusters
  Score: Raw -104525.797618 + Penalty 2210.778298 = -102315.019320
  nChanged 72
		SP:Iteration 2F (93086.060000 sec): 3 clusters
  Score: Raw -104597.251696 + Penalty 2210.778298 = -102386.473398
  nChanged 33
		SP:Iteration 3Q (93086.080000 sec): 3 clusters
  Score: Raw -104640.268713 + Penalty 2210.778298 = -102429.490415
  nChanged 23
		SP:Iteration 4Q (93086.090000 sec): 3 clusters
  Score: Raw -104667.659591 + Penalty 2210.778298 = -102456.881293
  nChanged 16
		SP:Iteration 5Q (93086.110000 sec): 3 clusters
  Score: Raw -104685.653022 + Penalty 2210.778298 = -102474.874724
  nChanged 13
		SP:Iteration 6Q (93086.130000 sec): 3 clusters
  Score: Raw -104702.336371 + Penalty 2210.778298 = -102491.558073
  nChanged 12
		SP:Iteration 7Q (93086.150000 sec): 3 clusters
  Score: Raw -104717.092898 + Penalty 2210.778298 = -102506.314600
  nChanged 11
		SP:Iteration 8Q (93086.160000 sec): 3 clusters
  Score: Raw -104728.229800 + Penalty 2210.778298 = -102517.451501
  nChanged 6
		SP:Iteration 9Q (93086.180000 sec): 3 clusters
  Score: Raw -104735.708983 + Penalty 2210.778298 = -102524.930685
  nChanged 5
		SP:Iteration 10Q (93086.190000 sec): 3 clusters
  Score: Raw -104740.205654 + Penalty 2210.778298 = -102529.427356
  nChanged 4
		SP:Iteration 11Q (93086.210000 sec): 3 clusters
  Score: Raw -104742.455637 + Penalty 2210.778298 = -102531.677339
  nChanged 2
		SP:Iteration 12Q (93086.230000 sec): 3 clusters
  Score: Raw -104749.208361 + Penalty 2210.778298 = -102538.430063
  nChanged 9
		SP:Iteration 13Q (93086.250000 sec): 3 clusters
  Score: Raw -104761.795586 + Penalty 2210.778298 = -102551.017288
  nChanged 6
		SP:Iteration 14Q (93086.260000 sec): 3 clusters
  Score: Raw -104767.558306 + Penalty 2210.778298 = -102556.780008
  nChanged 3
		SP:Iteration 15Q (93086.280000 sec): 3 clusters
  Score: Raw -104771.511697 + Penalty 2210.778298 = -102560.733399
  nChanged 1
		SP:Iteration 16Q (93086.300000 sec): 3 clusters
  Score: Raw -104772.617220 + Penalty 2210.778298 = -102561.838922
  nChanged 0
		SP:Iteration 17F (93086.310000 sec): 3 clusters
  Score: Raw -104772.617220 + Penalty 2210.778298 = -102561.838922
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 32 (4303 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93086.390000 sec): 2 clusters
  Score: Raw -508313.415520 + Penalty 1359.648507 = -506953.767014
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93086.470000 sec): 3 clusters
  Score: Raw -506154.491169 + Penalty 2719.297013 = -503435.194156
  nChanged 1736
		SP:Iteration 1F (93086.560000 sec): 3 clusters
  Score: Raw -507080.609738 + Penalty 2719.297013 = -504361.312725
  nChanged 346
		SP:Iteration 2F (93086.630000 sec): 3 clusters
  Score: Raw -507281.760542 + Penalty 2719.297013 = -504562.463529
  nChanged 264
		SP:Iteration 3F (93086.710000 sec): 3 clusters
  Score: Raw -507417.497794 + Penalty 2719.297013 = -504698.200781
  nChanged 181
		SP:Iteration 4Q (93086.790000 sec): 3 clusters
  Score: Raw -507505.363458 + Penalty 2719.297013 = -504786.066445
  nChanged 152
		SP:Iteration 5Q (93086.870000 sec): 3 clusters
  Score: Raw -507583.094921 + Penalty 2719.297013 = -504863.797908
  nChanged 147
		SP:Iteration 6Q (93086.950000 sec): 3 clusters
  Score: Raw -507664.396213 + Penalty 2719.297013 = -504945.099200
  nChanged 145
		SP:Iteration 7Q (93087.020000 sec): 3 clusters
  Score: Raw -507762.738113 + Penalty 2719.297013 = -505043.441100
  nChanged 168
		SP:Iteration 8Q (93087.100000 sec): 3 clusters
  Score: Raw -507881.328530 + Penalty 2719.297013 = -505162.031517
  nChanged 163
		SP:Iteration 9Q (93087.180000 sec): 3 clusters
  Score: Raw -507976.952341 + Penalty 2719.297013 = -505257.655328
  nChanged 135
		SP:Iteration 10Q (93087.250000 sec): 3 clusters
  Score: Raw -508044.509078 + Penalty 2719.297013 = -505325.212065
  nChanged 106
		SP:Iteration 11Q (93087.330000 sec): 3 clusters
  Score: Raw -508097.030665 + Penalty 2719.297013 = -505377.733652
  nChanged 96
		SP:Iteration 12Q (93087.410000 sec): 3 clusters
  Score: Raw -508138.579125 + Penalty 2719.297013 = -505419.282112
  nChanged 71
		SP:Iteration 13Q (93087.490000 sec): 3 clusters
  Score: Raw -508172.810135 + Penalty 2719.297013 = -505453.513122
  nChanged 57
		SP:Iteration 14Q (93087.570000 sec): 3 clusters
  Score: Raw -508197.759881 + Penalty 2719.297013 = -505478.462868
  nChanged 51
		SP:Iteration 15Q (93087.650000 sec): 3 clusters
  Score: Raw -508218.167757 + Penalty 2719.297013 = -505498.870744
  nChanged 48
		SP:Iteration 16Q (93087.720000 sec): 3 clusters
  Score: Raw -508237.302769 + Penalty 2719.297013 = -505518.005755
  nChanged 44
		SP:Iteration 17Q (93087.800000 sec): 3 clusters
  Score: Raw -508252.865051 + Penalty 2719.297013 = -505533.568038
  nChanged 36
		SP:Iteration 18Q (93087.880000 sec): 3 clusters
  Score: Raw -508266.337646 + Penalty 2719.297013 = -505547.040632
  nChanged 37
		SP:Iteration 19Q (93087.950000 sec): 3 clusters
  Score: Raw -508277.998451 + Penalty 2719.297013 = -505558.701438
  nChanged 34
		SP:Iteration 20F (93088.030000 sec): 3 clusters
  Score: Raw -508291.091141 + Penalty 2719.297013 = -505571.794128
  nChanged 28
		SP:Iteration 21Q (93088.110000 sec): 3 clusters
  Score: Raw -508302.663330 + Penalty 2719.297013 = -505583.366317
  nChanged 33
		SP:Iteration 22Q (93088.190000 sec): 3 clusters
  Score: Raw -508315.702741 + Penalty 2719.297013 = -505596.405728
  nChanged 25
		SP:Iteration 23Q (93088.260000 sec): 3 clusters
  Score: Raw -508326.722084 + Penalty 2719.297013 = -505607.425071
  nChanged 26
		SP:Iteration 24Q (93088.340000 sec): 3 clusters
  Score: Raw -508336.512174 + Penalty 2719.297013 = -505617.215161
  nChanged 27
		SP:Iteration 25Q (93088.420000 sec): 3 clusters
  Score: Raw -508348.625436 + Penalty 2719.297013 = -505629.328423
  nChanged 27
		SP:Iteration 26Q (93088.490000 sec): 3 clusters
  Score: Raw -508360.065785 + Penalty 2719.297013 = -505640.768772
  nChanged 26
		SP:Iteration 27Q (93088.570000 sec): 3 clusters
  Score: Raw -508370.745174 + Penalty 2719.297013 = -505651.448161
  nChanged 30
		SP:Iteration 28Q (93088.650000 sec): 3 clusters
  Score: Raw -508385.698052 + Penalty 2719.297013 = -505666.401038
  nChanged 43
		SP:Iteration 29Q (93088.730000 sec): 3 clusters
  Score: Raw -508403.421109 + Penalty 2719.297013 = -505684.124095
  nChanged 39
		SP:Iteration 30Q (93088.800000 sec): 3 clusters
  Score: Raw -508419.284584 + Penalty 2719.297013 = -505699.987571
  nChanged 27
		SP:Iteration 31Q (93088.880000 sec): 3 clusters
  Score: Raw -508434.139853 + Penalty 2719.297013 = -505714.842840
  nChanged 28
		SP:Iteration 32Q (93088.960000 sec): 3 clusters
  Score: Raw -508447.881971 + Penalty 2719.297013 = -505728.584958
  nChanged 25
		SP:Iteration 33Q (93089.030000 sec): 3 clusters
  Score: Raw -508459.214722 + Penalty 2719.297013 = -505739.917709
  nChanged 18
		SP:Iteration 34Q (93089.110000 sec): 3 clusters
  Score: Raw -508467.303607 + Penalty 2719.297013 = -505748.006594
  nChanged 18
		SP:Iteration 35Q (93089.190000 sec): 3 clusters
  Score: Raw -508476.675741 + Penalty 2719.297013 = -505757.378728
  nChanged 17
		SP:Iteration 36Q (93089.260000 sec): 3 clusters
  Score: Raw -508484.545472 + Penalty 2719.297013 = -505765.248459
  nChanged 26
		SP:Iteration 37Q (93089.340000 sec): 3 clusters
  Score: Raw -508498.192775 + Penalty 2719.297013 = -505778.895762
  nChanged 25
		SP:Iteration 38Q (93089.410000 sec): 3 clusters
  Score: Raw -508514.646363 + Penalty 2719.297013 = -505795.349350
  nChanged 23
		SP:Iteration 39Q (93089.490000 sec): 3 clusters
  Score: Raw -508534.676373 + Penalty 2719.297013 = -505815.379360
  nChanged 30
		SP:Iteration 40F (93089.570000 sec): 3 clusters
  Score: Raw -508559.865165 + Penalty 2719.297013 = -505840.568152
  nChanged 35
		SP:Iteration 41Q (93089.650000 sec): 3 clusters
  Score: Raw -508592.785809 + Penalty 2719.297013 = -505873.488796
  nChanged 42
		SP:Iteration 42Q (93089.720000 sec): 3 clusters
  Score: Raw -508623.505289 + Penalty 2719.297013 = -505904.208276
  nChanged 32
		SP:Iteration 43Q (93089.800000 sec): 3 clusters
  Score: Raw -508644.570968 + Penalty 2719.297013 = -505925.273954
  nChanged 36
		SP:Iteration 44Q (93089.870000 sec): 3 clusters
  Score: Raw -508666.226369 + Penalty 2719.297013 = -505946.929356
  nChanged 28
		SP:Iteration 45Q (93089.950000 sec): 3 clusters
  Score: Raw -508681.550187 + Penalty 2719.297013 = -505962.253174
  nChanged 21
		SP:Iteration 46Q (93090.020000 sec): 3 clusters
  Score: Raw -508695.993833 + Penalty 2719.297013 = -505976.696820
  nChanged 25
		SP:Iteration 47Q (93090.090000 sec): 3 clusters
  Score: Raw -508707.759997 + Penalty 2719.297013 = -505988.462984
  nChanged 13
		SP:Iteration 48Q (93090.170000 sec): 3 clusters
  Score: Raw -508713.248425 + Penalty 2719.297013 = -505993.951412
  nChanged 11
		SP:Iteration 49Q (93090.250000 sec): 3 clusters
  Score: Raw -508718.019201 + Penalty 2719.297013 = -505998.722187
  nChanged 11
		SP:Iteration 50Q (93090.320000 sec): 3 clusters
  Score: Raw -508724.980571 + Penalty 2719.297013 = -506005.683558
  nChanged 9
		SP:Iteration 51Q (93090.390000 sec): 3 clusters
  Score: Raw -508728.670390 + Penalty 2719.297013 = -506009.373376
  nChanged 9
		SP:Iteration 52Q (93090.470000 sec): 3 clusters
  Score: Raw -508732.479782 + Penalty 2719.297013 = -506013.182769
  nChanged 10
		SP:Iteration 53Q (93090.540000 sec): 3 clusters
  Score: Raw -508737.034310 + Penalty 2719.297013 = -506017.737296
  nChanged 3
		SP:Iteration 54Q (93090.610000 sec): 3 clusters
  Score: Raw -508738.369725 + Penalty 2719.297013 = -506019.072712
  nChanged 3
		SP:Iteration 55Q (93090.690000 sec): 3 clusters
  Score: Raw -508739.631621 + Penalty 2719.297013 = -506020.334608
  nChanged 4
		SP:Iteration 56Q (93090.760000 sec): 3 clusters
  Score: Raw -508742.170230 + Penalty 2719.297013 = -506022.873217
  nChanged 4
		SP:Iteration 57Q (93090.840000 sec): 3 clusters
  Score: Raw -508744.642951 + Penalty 2719.297013 = -506025.345938
  nChanged 4
		SP:Iteration 58Q (93090.910000 sec): 3 clusters
  Score: Raw -508746.423465 + Penalty 2719.297013 = -506027.126452
  nChanged 4
		SP:Iteration 59Q (93090.990000 sec): 3 clusters
  Score: Raw -508747.589534 + Penalty 2719.297013 = -506028.292521
  nChanged 1
		SP:Iteration 60F (93091.070000 sec): 3 clusters
  Score: Raw -508747.895544 + Penalty 2719.297013 = -506028.598531
  nChanged 1
		SP:Iteration 61Q (93091.140000 sec): 3 clusters
  Score: Raw -508748.067784 + Penalty 2719.297013 = -506028.770771
  nChanged 2
		SP:Iteration 62Q (93091.210000 sec): 3 clusters
  Score: Raw -508748.645190 + Penalty 2719.297013 = -506029.348177
  nChanged 1
		SP:Iteration 63Q (93091.290000 sec): 3 clusters
  Score: Raw -508749.257361 + Penalty 2719.297013 = -506029.960348
  nChanged 1
		SP:Iteration 64Q (93091.360000 sec): 3 clusters
  Score: Raw -508749.937767 + Penalty 2719.297013 = -506030.640754
  nChanged 1
		SP:Iteration 65Q (93091.430000 sec): 3 clusters
  Score: Raw -508750.199036 + Penalty 2719.297013 = -506030.902023
  nChanged 0
		SP:Iteration 66F (93091.510000 sec): 3 clusters
  Score: Raw -508750.199036 + Penalty 2719.297013 = -506030.902023
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 33 (12922 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93091.660000 sec): 2 clusters
  Score: Raw -1637486.019178 + Penalty 1538.336567 = -1635947.682612
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93091.860000 sec): 3 clusters
  Score: Raw -1629987.763022 + Penalty 3076.673133 = -1626911.089889
  nChanged 5599
		SP:Iteration 1F (93092.060000 sec): 3 clusters
  Score: Raw -1633013.453245 + Penalty 3076.673133 = -1629936.780111
  nChanged 700
		SP:Iteration 2F (93092.260000 sec): 3 clusters
  Score: Raw -1633280.456447 + Penalty 3076.673133 = -1630203.783314
  nChanged 585
		SP:Iteration 3Q (93092.460000 sec): 3 clusters
  Score: Raw -1633469.969532 + Penalty 3076.673133 = -1630393.296398
  nChanged 472
		SP:Iteration 4Q (93092.650000 sec): 3 clusters
  Score: Raw -1633621.529633 + Penalty 3076.673133 = -1630544.856500
  nChanged 422
		SP:Iteration 5Q (93092.840000 sec): 3 clusters
  Score: Raw -1633755.376220 + Penalty 3076.673133 = -1630678.703087
  nChanged 389
		SP:Iteration 6Q (93093.050000 sec): 3 clusters
  Score: Raw -1633882.676780 + Penalty 3076.673133 = -1630806.003646
  nChanged 397
		SP:Iteration 7Q (93093.240000 sec): 3 clusters
  Score: Raw -1634013.664226 + Penalty 3076.673133 = -1630936.991093
  nChanged 408
		SP:Iteration 8Q (93093.430000 sec): 3 clusters
  Score: Raw -1634185.641626 + Penalty 3076.673133 = -1631108.968493
  nChanged 422
		SP:Iteration 9Q (93093.620000 sec): 3 clusters
  Score: Raw -1634400.586947 + Penalty 3076.673133 = -1631323.913814
  nChanged 501
		SP:Iteration 10Q (93093.810000 sec): 3 clusters
  Score: Raw -1634712.052176 + Penalty 3076.673133 = -1631635.379043
  nChanged 581
		SP:Iteration 11Q (93094.030000 sec): 3 clusters
  Score: Raw -1635115.057562 + Penalty 3076.673133 = -1632038.384429
  nChanged 586
		SP:Iteration 12Q (93094.210000 sec): 3 clusters
  Score: Raw -1635537.608850 + Penalty 3076.673133 = -1632460.935717
  nChanged 558
		SP:Iteration 13Q (93094.400000 sec): 3 clusters
  Score: Raw -1635958.508036 + Penalty 3076.673133 = -1632881.834903
  nChanged 501
		SP:Iteration 14Q (93094.590000 sec): 3 clusters
  Score: Raw -1636359.075236 + Penalty 3076.673133 = -1633282.402102
  nChanged 402
		SP:Iteration 15Q (93094.800000 sec): 3 clusters
  Score: Raw -1636670.084987 + Penalty 3076.673133 = -1633593.411854
  nChanged 322
		SP:Iteration 16Q (93095.000000 sec): 3 clusters
  Score: Raw -1636906.331784 + Penalty 3076.673133 = -1633829.658651
  nChanged 252
		SP:Iteration 17Q (93095.180000 sec): 3 clusters
  Score: Raw -1637090.890693 + Penalty 3076.673133 = -1634014.217560
  nChanged 190
		SP:Iteration 18Q (93095.360000 sec): 3 clusters
  Score: Raw -1637221.823855 + Penalty 3076.673133 = -1634145.150722
  nChanged 158
		SP:Iteration 19Q (93095.560000 sec): 3 clusters
  Score: Raw -1637323.691517 + Penalty 3076.673133 = -1634247.018384
  nChanged 127
		SP:Iteration 20F (93095.730000 sec): 3 clusters
  Score: Raw -1637410.184428 + Penalty 3076.673133 = -1634333.511295
  nChanged 101
		SP:Iteration 21Q (93095.910000 sec): 3 clusters
  Score: Raw -1637490.546550 + Penalty 3076.673133 = -1634413.873417
  nChanged 80
		SP:Iteration 22Q (93096.080000 sec): 3 clusters
  Score: Raw -1637554.497646 + Penalty 3076.673133 = -1634477.824512
  nChanged 67
		SP:Iteration 23Q (93096.280000 sec): 3 clusters
  Score: Raw -1637612.068831 + Penalty 3076.673133 = -1634535.395698
  nChanged 45
		SP:Iteration 24Q (93096.460000 sec): 3 clusters
  Score: Raw -1637650.126670 + Penalty 3076.673133 = -1634573.453537
  nChanged 30
		SP:Iteration 25Q (93096.630000 sec): 3 clusters
  Score: Raw -1637670.390825 + Penalty 3076.673133 = -1634593.717691
  nChanged 28
		SP:Iteration 26Q (93096.840000 sec): 3 clusters
  Score: Raw -1637692.889182 + Penalty 3076.673133 = -1634616.216049
  nChanged 26
		SP:Iteration 27Q (93097.020000 sec): 3 clusters
  Score: Raw -1637713.241570 + Penalty 3076.673133 = -1634636.568437
  nChanged 24
		SP:Iteration 28Q (93097.190000 sec): 3 clusters
  Score: Raw -1637731.200453 + Penalty 3076.673133 = -1634654.527319
  nChanged 15
		SP:Iteration 29Q (93097.380000 sec): 3 clusters
  Score: Raw -1637743.707656 + Penalty 3076.673133 = -1634667.034522
  nChanged 19
		SP:Iteration 30Q (93097.560000 sec): 3 clusters
  Score: Raw -1637754.418307 + Penalty 3076.673133 = -1634677.745174
  nChanged 9
		SP:Iteration 31Q (93097.720000 sec): 3 clusters
  Score: Raw -1637758.248070 + Penalty 3076.673133 = -1634681.574937
  nChanged 6
		SP:Iteration 32Q (93097.930000 sec): 3 clusters
  Score: Raw -1637762.255362 + Penalty 3076.673133 = -1634685.582228
  nChanged 6
		SP:Iteration 33Q (93098.100000 sec): 3 clusters
  Score: Raw -1637766.171412 + Penalty 3076.673133 = -1634689.498278
  nChanged 2
		SP:Iteration 34Q (93098.280000 sec): 3 clusters
  Score: Raw -1637767.339541 + Penalty 3076.673133 = -1634690.666407
  nChanged 6
		SP:Iteration 35Q (93098.470000 sec): 3 clusters
  Score: Raw -1637769.195946 + Penalty 3076.673133 = -1634692.522812
  nChanged 4
		SP:Iteration 36Q (93098.640000 sec): 3 clusters
  Score: Raw -1637770.308141 + Penalty 3076.673133 = -1634693.635007
  nChanged 3
		SP:Iteration 37Q (93098.800000 sec): 3 clusters
  Score: Raw -1637771.074909 + Penalty 3076.673133 = -1634694.401776
  nChanged 1
		SP:Iteration 38Q (93099.000000 sec): 3 clusters
  Score: Raw -1637771.472648 + Penalty 3076.673133 = -1634694.799514
  nChanged 1
		SP:Iteration 39Q (93099.170000 sec): 3 clusters
  Score: Raw -1637771.772596 + Penalty 3076.673133 = -1634695.099463
  nChanged 1
		SP:Iteration 40F (93099.380000 sec): 3 clusters
  Score: Raw -1637772.379089 + Penalty 3076.673133 = -1634695.705955
  nChanged 2
		SP:Iteration 41Q (93099.540000 sec): 3 clusters
  Score: Raw -1637773.463215 + Penalty 3076.673133 = -1634696.790082
  nChanged 2
		SP:Iteration 42Q (93099.710000 sec): 3 clusters
  Score: Raw -1637774.039478 + Penalty 3076.673133 = -1634697.366345
  nChanged 1
		SP:Iteration 43Q (93099.910000 sec): 3 clusters
  Score: Raw -1637774.409693 + Penalty 3076.673133 = -1634697.736559
  nChanged 1
		SP:Iteration 44Q (93100.080000 sec): 3 clusters
  Score: Raw -1637774.793563 + Penalty 3076.673133 = -1634698.120429
  nChanged 1
		SP:Iteration 45Q (93100.250000 sec): 3 clusters
  Score: Raw -1637775.234098 + Penalty 3076.673133 = -1634698.560964
  nChanged 1
		SP:Iteration 46Q (93100.450000 sec): 3 clusters
  Score: Raw -1637775.452000 + Penalty 3076.673133 = -1634698.778866
  nChanged 0
		SP:Iteration 47F (93100.640000 sec): 3 clusters
  Score: Raw -1637775.452000 + Penalty 3076.673133 = -1634698.778866
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 34 (701 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93100.700000 sec): 2 clusters
  Score: Raw -81625.520260 + Penalty 1064.782532 = -80560.737728
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93100.720000 sec): 3 clusters
  Score: Raw -81490.386340 + Penalty 2129.565063 = -79360.821277
  nChanged 191
		SP:Iteration 1F (93100.730000 sec): 3 clusters
  Score: Raw -81755.530675 + Penalty 2129.565063 = -79625.965612
  nChanged 56
		SP:Iteration 2F (93100.740000 sec): 3 clusters
  Score: Raw -81891.912868 + Penalty 2129.565063 = -79762.347804
  nChanged 37
		SP:Iteration 3F (93100.760000 sec): 3 clusters
  Score: Raw -82013.678465 + Penalty 2129.565063 = -79884.113402
  nChanged 37
		SP:Iteration 4F (93100.770000 sec): 3 clusters
  Score: Raw -82143.743815 + Penalty 2129.565063 = -80014.178752
  nChanged 31
		SP:Iteration 5Q (93100.780000 sec): 3 clusters
  Score: Raw -82213.907796 + Penalty 2129.565063 = -80084.342732
  nChanged 28
		SP:Iteration 6Q (93100.800000 sec): 3 clusters
  Score: Raw -82279.632907 + Penalty 2129.565063 = -80150.067844
  nChanged 18
		SP:Iteration 7Q (93100.810000 sec): 3 clusters
  Score: Raw -82317.318375 + Penalty 2129.565063 = -80187.753311
  nChanged 10
		SP:Iteration 8Q (93100.830000 sec): 3 clusters
  Score: Raw -82344.856564 + Penalty 2129.565063 = -80215.291501
  nChanged 10
		SP:Iteration 9Q (93100.840000 sec): 3 clusters
  Score: Raw -82363.346841 + Penalty 2129.565063 = -80233.781778
  nChanged 3
		SP:Iteration 10Q (93100.850000 sec): 3 clusters
  Score: Raw -82368.024253 + Penalty 2129.565063 = -80238.459189
  nChanged 2
		SP:Iteration 11Q (93100.870000 sec): 3 clusters
  Score: Raw -82369.796690 + Penalty 2129.565063 = -80240.231627
  nChanged 0
		SP:Iteration 12F (93100.880000 sec): 3 clusters
  Score: Raw -82369.796690 + Penalty 2129.565063 = -80240.231627
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 35 (2461 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93100.960000 sec): 2 clusters
  Score: Raw -283968.943481 + Penalty 1268.852496 = -282700.090985
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93101.020000 sec): 3 clusters
  Score: Raw -282881.901075 + Penalty 2537.704991 = -280344.196084
  nChanged 882
		SP:Iteration 1F (93101.090000 sec): 3 clusters
  Score: Raw -283476.136396 + Penalty 2537.704991 = -280938.431405
  nChanged 212
		SP:Iteration 2F (93101.130000 sec): 3 clusters
  Score: Raw -283684.745581 + Penalty 2537.704991 = -281147.040589
  nChanged 187
		SP:Iteration 3F (93101.180000 sec): 3 clusters
  Score: Raw -283925.291166 + Penalty 2537.704991 = -281387.586174
  nChanged 175
		SP:Iteration 4F (93101.220000 sec): 3 clusters
  Score: Raw -284169.611294 + Penalty 2537.704991 = -281631.906303
  nChanged 156
		SP:Iteration 5F (93101.270000 sec): 3 clusters
  Score: Raw -284308.144318 + Penalty 2537.704991 = -281770.439326
  nChanged 113
		SP:Iteration 6Q (93101.310000 sec): 3 clusters
  Score: Raw -284408.856815 + Penalty 2537.704991 = -281871.151824
  nChanged 92
		SP:Iteration 7Q (93101.360000 sec): 3 clusters
  Score: Raw -284470.550105 + Penalty 2537.704991 = -281932.845114
  nChanged 62
		SP:Iteration 8Q (93101.400000 sec): 3 clusters
  Score: Raw -284521.689474 + Penalty 2537.704991 = -281983.984483
  nChanged 45
		SP:Iteration 9Q (93101.440000 sec): 3 clusters
  Score: Raw -284558.030823 + Penalty 2537.704991 = -282020.325832
  nChanged 37
		SP:Iteration 10Q (93101.490000 sec): 3 clusters
  Score: Raw -284582.396681 + Penalty 2537.704991 = -282044.691690
  nChanged 29
		SP:Iteration 11Q (93101.530000 sec): 3 clusters
  Score: Raw -284602.824470 + Penalty 2537.704991 = -282065.119478
  nChanged 21
		SP:Iteration 12Q (93101.580000 sec): 3 clusters
  Score: Raw -284618.911740 + Penalty 2537.704991 = -282081.206749
  nChanged 22
		SP:Iteration 13Q (93101.620000 sec): 3 clusters
  Score: Raw -284637.869546 + Penalty 2537.704991 = -282100.164555
  nChanged 26
		SP:Iteration 14Q (93101.660000 sec): 3 clusters
  Score: Raw -284661.606732 + Penalty 2537.704991 = -282123.901740
  nChanged 37
		SP:Iteration 15Q (93101.710000 sec): 3 clusters
  Score: Raw -284694.777960 + Penalty 2537.704991 = -282157.072969
  nChanged 26
		SP:Iteration 16Q (93101.750000 sec): 3 clusters
  Score: Raw -284719.277987 + Penalty 2537.704991 = -282181.572996
  nChanged 35
		SP:Iteration 17Q (93101.800000 sec): 3 clusters
  Score: Raw -284768.127197 + Penalty 2537.704991 = -282230.422206
  nChanged 50
		SP:Iteration 18Q (93101.840000 sec): 3 clusters
  Score: Raw -284823.672551 + Penalty 2537.704991 = -282285.967560
  nChanged 39
		SP:Iteration 19Q (93101.880000 sec): 3 clusters
  Score: Raw -284882.834543 + Penalty 2537.704991 = -282345.129551
  nChanged 48
		SP:Iteration 20F (93101.930000 sec): 3 clusters
  Score: Raw -284966.816853 + Penalty 2537.704991 = -282429.111861
  nChanged 40
		SP:Iteration 21Q (93101.970000 sec): 3 clusters
  Score: Raw -285055.103438 + Penalty 2537.704991 = -282517.398447
  nChanged 42
		SP:Iteration 22Q (93102.020000 sec): 3 clusters
  Score: Raw -285099.262347 + Penalty 2537.704991 = -282561.557356
  nChanged 25
		SP:Iteration 23Q (93102.060000 sec): 3 clusters
  Score: Raw -285120.364649 + Penalty 2537.704991 = -282582.659657
  nChanged 15
		SP:Iteration 24Q (93102.100000 sec): 3 clusters
  Score: Raw -285130.145890 + Penalty 2537.704991 = -282592.440898
  nChanged 7
		SP:Iteration 25Q (93102.140000 sec): 3 clusters
  Score: Raw -285137.739506 + Penalty 2537.704991 = -282600.034515
  nChanged 9
		SP:Iteration 26Q (93102.180000 sec): 3 clusters
  Score: Raw -285144.144841 + Penalty 2537.704991 = -282606.439850
  nChanged 5
		SP:Iteration 27Q (93102.230000 sec): 3 clusters
  Score: Raw -285147.179904 + Penalty 2537.704991 = -282609.474912
  nChanged 4
		SP:Iteration 28Q (93102.270000 sec): 3 clusters
  Score: Raw -285148.798461 + Penalty 2537.704991 = -282611.093469
  nChanged 0
		SP:Iteration 29F (93102.320000 sec): 3 clusters
  Score: Raw -285148.798461 + Penalty 2537.704991 = -282611.093469
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 36 (32997 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93102.600000 sec): 2 clusters
  Score: Raw -4097483.379111 + Penalty 1690.677938 = -4095792.701173
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93102.940000 sec): 3 clusters
  Score: Raw -4077029.672388 + Penalty 3381.355876 = -4073648.316511
  nChanged 15265
		SP:Iteration 1F (93103.300000 sec): 3 clusters
  Score: Raw -4085357.801968 + Penalty 3381.355876 = -4081976.446092
  nChanged 1519
		SP:Iteration 2Q (93103.650000 sec): 3 clusters
  Score: Raw -4085853.868924 + Penalty 3381.355876 = -4082472.513048
  nChanged 1464
		SP:Iteration 3Q (93104.010000 sec): 3 clusters
  Score: Raw -4086373.442152 + Penalty 3381.355876 = -4082992.086276
  nChanged 1549
		SP:Iteration 4Q (93104.340000 sec): 3 clusters
  Score: Raw -4087002.968324 + Penalty 3381.355876 = -4083621.612447
  nChanged 1727
		SP:Iteration 5F (93104.670000 sec): 3 clusters
  Score: Raw -4087808.933991 + Penalty 3381.355876 = -4084427.578115
  nChanged 1893
		SP:Iteration 6F (93105.040000 sec): 3 clusters
  Score: Raw -4088716.681494 + Penalty 3381.355876 = -4085335.325617
  nChanged 1936
		SP:Iteration 7F (93105.400000 sec): 3 clusters
  Score: Raw -4089622.050378 + Penalty 3381.355876 = -4086240.694501
  nChanged 1766
		SP:Iteration 8F (93105.750000 sec): 3 clusters
  Score: Raw -4090439.778020 + Penalty 3381.355876 = -4087058.422144
  nChanged 1570
		SP:Iteration 9Q (93106.080000 sec): 3 clusters
  Score: Raw -4091151.467399 + Penalty 3381.355876 = -4087770.111523
  nChanged 1405
		SP:Iteration 10Q (93106.410000 sec): 3 clusters
  Score: Raw -4091801.970504 + Penalty 3381.355876 = -4088420.614628
  nChanged 1231
		SP:Iteration 11Q (93106.790000 sec): 3 clusters
  Score: Raw -4092391.026596 + Penalty 3381.355876 = -4089009.670720
  nChanged 1127
		SP:Iteration 12Q (93107.150000 sec): 3 clusters
  Score: Raw -4092955.726827 + Penalty 3381.355876 = -4089574.370950
  nChanged 1074
		SP:Iteration 13Q (93107.500000 sec): 3 clusters
  Score: Raw -4093557.755819 + Penalty 3381.355876 = -4090176.399943
  nChanged 1104
		SP:Iteration 14Q (93107.830000 sec): 3 clusters
  Score: Raw -4094261.890703 + Penalty 3381.355876 = -4090880.534827
  nChanged 1072
		SP:Iteration 15Q (93108.160000 sec): 3 clusters
  Score: Raw -4094981.730717 + Penalty 3381.355876 = -4091600.374840
  nChanged 921
		SP:Iteration 16Q (93108.490000 sec): 3 clusters
  Score: Raw -4095667.668132 + Penalty 3381.355876 = -4092286.312255
  nChanged 741
		SP:Iteration 17Q (93108.900000 sec): 3 clusters
  Score: Raw -4096280.972845 + Penalty 3381.355876 = -4092899.616969
  nChanged 558
		SP:Iteration 18Q (93109.210000 sec): 3 clusters
  Score: Raw -4096746.416847 + Penalty 3381.355876 = -4093365.060971
  nChanged 395
		SP:Iteration 19Q (93109.540000 sec): 3 clusters
  Score: Raw -4097088.512614 + Penalty 3381.355876 = -4093707.156738
  nChanged 260
		SP:Iteration 20F (93109.890000 sec): 3 clusters
  Score: Raw -4097303.678907 + Penalty 3381.355876 = -4093922.323030
  nChanged 172
		SP:Iteration 21Q (93110.190000 sec): 3 clusters
  Score: Raw -4097436.335261 + Penalty 3381.355876 = -4094054.979384
  nChanged 114
		SP:Iteration 22Q (93110.510000 sec): 3 clusters
  Score: Raw -4097517.205454 + Penalty 3381.355876 = -4094135.849578
  nChanged 63
		SP:Iteration 23Q (93110.840000 sec): 3 clusters
  Score: Raw -4097558.791367 + Penalty 3381.355876 = -4094177.435490
  nChanged 56
		SP:Iteration 24Q (93111.160000 sec): 3 clusters
  Score: Raw -4097591.193409 + Penalty 3381.355876 = -4094209.837532
  nChanged 53
		SP:Iteration 25Q (93111.490000 sec): 3 clusters
  Score: Raw -4097622.940065 + Penalty 3381.355876 = -4094241.584188
  nChanged 43
		SP:Iteration 26Q (93111.810000 sec): 3 clusters
  Score: Raw -4097648.273834 + Penalty 3381.355876 = -4094266.917958
  nChanged 27
		SP:Iteration 27Q (93112.140000 sec): 3 clusters
  Score: Raw -4097665.535689 + Penalty 3381.355876 = -4094284.179813
  nChanged 21
		SP:Iteration 28Q (93112.460000 sec): 3 clusters
  Score: Raw -4097677.966013 + Penalty 3381.355876 = -4094296.610137
  nChanged 16
		SP:Iteration 29Q (93112.790000 sec): 3 clusters
  Score: Raw -4097686.214535 + Penalty 3381.355876 = -4094304.858659
  nChanged 8
		SP:Iteration 30Q (93113.110000 sec): 3 clusters
  Score: Raw -4097690.633387 + Penalty 3381.355876 = -4094309.277511
  nChanged 13
		SP:Iteration 31Q (93113.430000 sec): 3 clusters
  Score: Raw -4097699.477267 + Penalty 3381.355876 = -4094318.121391
  nChanged 9
		SP:Iteration 32Q (93113.760000 sec): 3 clusters
  Score: Raw -4097704.398904 + Penalty 3381.355876 = -4094323.043028
  nChanged 9
		SP:Iteration 33Q (93114.080000 sec): 3 clusters
  Score: Raw -4097711.428423 + Penalty 3381.355876 = -4094330.072546
  nChanged 9
		SP:Iteration 34Q (93114.390000 sec): 3 clusters
  Score: Raw -4097717.963183 + Penalty 3381.355876 = -4094336.607307
  nChanged 6
		SP:Iteration 35Q (93114.710000 sec): 3 clusters
  Score: Raw -4097721.301646 + Penalty 3381.355876 = -4094339.945769
  nChanged 6
		SP:Iteration 36Q (93115.030000 sec): 3 clusters
  Score: Raw -4097724.201364 + Penalty 3381.355876 = -4094342.845487
  nChanged 6
		SP:Iteration 37Q (93115.360000 sec): 3 clusters
  Score: Raw -4097727.394340 + Penalty 3381.355876 = -4094346.038464
  nChanged 5
		SP:Iteration 38Q (93115.690000 sec): 3 clusters
  Score: Raw -4097731.431525 + Penalty 3381.355876 = -4094350.075648
  nChanged 6
		SP:Iteration 39Q (93116.020000 sec): 3 clusters
  Score: Raw -4097735.045964 + Penalty 3381.355876 = -4094353.690087
  nChanged 8
		SP:Iteration 40F (93116.350000 sec): 3 clusters
  Score: Raw -4097739.380746 + Penalty 3381.355876 = -4094358.024869
  nChanged 5
		SP:Iteration 41Q (93116.650000 sec): 3 clusters
  Score: Raw -4097742.452408 + Penalty 3381.355876 = -4094361.096531
  nChanged 6
		SP:Iteration 42Q (93116.970000 sec): 3 clusters
  Score: Raw -4097746.559666 + Penalty 3381.355876 = -4094365.203790
  nChanged 3
		SP:Iteration 43Q (93117.300000 sec): 3 clusters
  Score: Raw -4097748.092083 + Penalty 3381.355876 = -4094366.736207
  nChanged 1
		SP:Iteration 44Q (93117.620000 sec): 3 clusters
  Score: Raw -4097748.544459 + Penalty 3381.355876 = -4094367.188583
  nChanged 1
		SP:Iteration 45Q (93117.950000 sec): 3 clusters
  Score: Raw -4097749.210013 + Penalty 3381.355876 = -4094367.854137
  nChanged 3
		SP:Iteration 46Q (93118.270000 sec): 3 clusters
  Score: Raw -4097750.802557 + Penalty 3381.355876 = -4094369.446681
  nChanged 5
		SP:Iteration 47Q (93118.600000 sec): 3 clusters
  Score: Raw -4097753.575521 + Penalty 3381.355876 = -4094372.219645
  nChanged 5
		SP:Iteration 48Q (93118.920000 sec): 3 clusters
  Score: Raw -4097756.646926 + Penalty 3381.355876 = -4094375.291049
  nChanged 3
		SP:Iteration 49Q (93119.250000 sec): 3 clusters
  Score: Raw -4097757.857209 + Penalty 3381.355876 = -4094376.501332
  nChanged 3
		SP:Iteration 50Q (93119.570000 sec): 3 clusters
  Score: Raw -4097759.670287 + Penalty 3381.355876 = -4094378.314411
  nChanged 1
		SP:Iteration 51Q (93119.900000 sec): 3 clusters
  Score: Raw -4097760.240484 + Penalty 3381.355876 = -4094378.884608
  nChanged 1
		SP:Iteration 52Q (93120.220000 sec): 3 clusters
  Score: Raw -4097760.813766 + Penalty 3381.355876 = -4094379.457889
  nChanged 1
		SP:Iteration 53Q (93120.550000 sec): 3 clusters
  Score: Raw -4097761.476471 + Penalty 3381.355876 = -4094380.120594
  nChanged 1
		SP:Iteration 54Q (93120.870000 sec): 3 clusters
  Score: Raw -4097761.699118 + Penalty 3381.355876 = -4094380.343242
  nChanged 1
		SP:Iteration 55Q (93121.200000 sec): 3 clusters
  Score: Raw -4097761.882608 + Penalty 3381.355876 = -4094380.526731
  nChanged 0
		SP:Iteration 56F (93121.550000 sec): 3 clusters
  Score: Raw -4097761.882608 + Penalty 3381.355876 = -4094380.526731
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 37 (4772 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93121.620000 sec): 2 clusters
  Score: Raw -537313.963552 + Penalty 1376.459627 = -535937.503925
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93121.750000 sec): 3 clusters
  Score: Raw -534869.394801 + Penalty 2752.919255 = -532116.475547
  nChanged 1890
		SP:Iteration 1F (93121.840000 sec): 3 clusters
  Score: Raw -535931.498990 + Penalty 2752.919255 = -533178.579735
  nChanged 358
		SP:Iteration 2F (93121.920000 sec): 3 clusters
  Score: Raw -536150.011442 + Penalty 2752.919255 = -533397.092188
  nChanged 285
		SP:Iteration 3F (93122.010000 sec): 3 clusters
  Score: Raw -536312.986264 + Penalty 2752.919255 = -533560.067010
  nChanged 226
		SP:Iteration 4Q (93122.090000 sec): 3 clusters
  Score: Raw -536429.063005 + Penalty 2752.919255 = -533676.143750
  nChanged 192
		SP:Iteration 5Q (93122.180000 sec): 3 clusters
  Score: Raw -536522.631180 + Penalty 2752.919255 = -533769.711926
  nChanged 172
		SP:Iteration 6Q (93122.260000 sec): 3 clusters
  Score: Raw -536608.417827 + Penalty 2752.919255 = -533855.498572
  nChanged 150
		SP:Iteration 7Q (93122.350000 sec): 3 clusters
  Score: Raw -536685.749200 + Penalty 2752.919255 = -533932.829945
  nChanged 152
		SP:Iteration 8Q (93122.440000 sec): 3 clusters
  Score: Raw -536762.148269 + Penalty 2752.919255 = -534009.229015
  nChanged 146
		SP:Iteration 9Q (93122.520000 sec): 3 clusters
  Score: Raw -536832.690631 + Penalty 2752.919255 = -534079.771376
  nChanged 114
		SP:Iteration 10Q (93122.600000 sec): 3 clusters
  Score: Raw -536883.568944 + Penalty 2752.919255 = -534130.649689
  nChanged 93
		SP:Iteration 11Q (93122.690000 sec): 3 clusters
  Score: Raw -536921.847345 + Penalty 2752.919255 = -534168.928090
  nChanged 72
		SP:Iteration 12Q (93122.780000 sec): 3 clusters
  Score: Raw -536944.269174 + Penalty 2752.919255 = -534191.349919
  nChanged 63
		SP:Iteration 13Q (93122.860000 sec): 3 clusters
  Score: Raw -536965.989560 + Penalty 2752.919255 = -534213.070306
  nChanged 65
		SP:Iteration 14Q (93122.950000 sec): 3 clusters
  Score: Raw -536989.942813 + Penalty 2752.919255 = -534237.023559
  nChanged 57
		SP:Iteration 15Q (93123.040000 sec): 3 clusters
  Score: Raw -537013.467882 + Penalty 2752.919255 = -534260.548628
  nChanged 66
		SP:Iteration 16Q (93123.130000 sec): 3 clusters
  Score: Raw -537039.190720 + Penalty 2752.919255 = -534286.271466
  nChanged 54
		SP:Iteration 17Q (93123.210000 sec): 3 clusters
  Score: Raw -537061.871298 + Penalty 2752.919255 = -534308.952043
  nChanged 66
		SP:Iteration 18Q (93123.290000 sec): 3 clusters
  Score: Raw -537086.730321 + Penalty 2752.919255 = -534333.811066
  nChanged 59
		SP:Iteration 19Q (93123.380000 sec): 3 clusters
  Score: Raw -537113.151891 + Penalty 2752.919255 = -534360.232637
  nChanged 72
		SP:Iteration 20F (93123.470000 sec): 3 clusters
  Score: Raw -537150.705376 + Penalty 2752.919255 = -534397.786122
  nChanged 73
		SP:Iteration 21Q (93123.550000 sec): 3 clusters
  Score: Raw -537190.393311 + Penalty 2752.919255 = -534437.474057
  nChanged 76
		SP:Iteration 22Q (93123.640000 sec): 3 clusters
  Score: Raw -537233.634695 + Penalty 2752.919255 = -534480.715441
  nChanged 59
		SP:Iteration 23Q (93123.720000 sec): 3 clusters
  Score: Raw -537266.482276 + Penalty 2752.919255 = -534513.563021
  nChanged 55
		SP:Iteration 24Q (93123.810000 sec): 3 clusters
  Score: Raw -537298.100280 + Penalty 2752.919255 = -534545.181025
  nChanged 57
		SP:Iteration 25Q (93123.890000 sec): 3 clusters
  Score: Raw -537335.322655 + Penalty 2752.919255 = -534582.403400
  nChanged 53
		SP:Iteration 26Q (93123.970000 sec): 3 clusters
  Score: Raw -537362.514339 + Penalty 2752.919255 = -534609.595085
  nChanged 50
		SP:Iteration 27Q (93124.060000 sec): 3 clusters
  Score: Raw -537387.747356 + Penalty 2752.919255 = -534634.828102
  nChanged 40
		SP:Iteration 28Q (93124.140000 sec): 3 clusters
  Score: Raw -537410.618191 + Penalty 2752.919255 = -534657.698937
  nChanged 36
		SP:Iteration 29Q (93124.230000 sec): 3 clusters
  Score: Raw -537429.433777 + Penalty 2752.919255 = -534676.514522
  nChanged 33
		SP:Iteration 30Q (93124.310000 sec): 3 clusters
  Score: Raw -537454.913042 + Penalty 2752.919255 = -534701.993788
  nChanged 33
		SP:Iteration 31Q (93124.390000 sec): 3 clusters
  Score: Raw -537477.302188 + Penalty 2752.919255 = -534724.382933
  nChanged 31
		SP:Iteration 32Q (93124.480000 sec): 3 clusters
  Score: Raw -537501.305003 + Penalty 2752.919255 = -534748.385749
  nChanged 28
		SP:Iteration 33Q (93124.560000 sec): 3 clusters
  Score: Raw -537523.835146 + Penalty 2752.919255 = -534770.915891
  nChanged 25
		SP:Iteration 34Q (93124.640000 sec): 3 clusters
  Score: Raw -537537.778073 + Penalty 2752.919255 = -534784.858818
  nChanged 16
		SP:Iteration 35Q (93124.730000 sec): 3 clusters
  Score: Raw -537547.079300 + Penalty 2752.919255 = -534794.160046
  nChanged 14
		SP:Iteration 36Q (93124.810000 sec): 3 clusters
  Score: Raw -537558.019813 + Penalty 2752.919255 = -534805.100558
  nChanged 9
		SP:Iteration 37Q (93124.890000 sec): 3 clusters
  Score: Raw -537563.677309 + Penalty 2752.919255 = -534810.758055
  nChanged 4
		SP:Iteration 38Q (93124.970000 sec): 3 clusters
  Score: Raw -537566.107698 + Penalty 2752.919255 = -534813.188444
  nChanged 3
		SP:Iteration 39Q (93125.050000 sec): 3 clusters
  Score: Raw -537567.823881 + Penalty 2752.919255 = -534814.904626
  nChanged 3
		SP:Iteration 40F (93125.140000 sec): 3 clusters
  Score: Raw -537569.652024 + Penalty 2752.919255 = -534816.732769
  nChanged 6
		SP:Iteration 41Q (93125.220000 sec): 3 clusters
  Score: Raw -537574.200692 + Penalty 2752.919255 = -534821.281438
  nChanged 5
		SP:Iteration 42Q (93125.310000 sec): 3 clusters
  Score: Raw -537576.540303 + Penalty 2752.919255 = -534823.621049
  nChanged 4
		SP:Iteration 43Q (93125.390000 sec): 3 clusters
  Score: Raw -537579.684777 + Penalty 2752.919255 = -534826.765522
  nChanged 7
		SP:Iteration 44Q (93125.470000 sec): 3 clusters
  Score: Raw -537585.586999 + Penalty 2752.919255 = -534832.667744
  nChanged 4
		SP:Iteration 45Q (93125.550000 sec): 3 clusters
  Score: Raw -537589.009795 + Penalty 2752.919255 = -534836.090540
  nChanged 7
		SP:Iteration 46Q (93125.630000 sec): 3 clusters
  Score: Raw -537594.288700 + Penalty 2752.919255 = -534841.369446
  nChanged 8
		SP:Iteration 47Q (93125.710000 sec): 3 clusters
  Score: Raw -537599.365919 + Penalty 2752.919255 = -534846.446664
  nChanged 2
		SP:Iteration 48Q (93125.790000 sec): 3 clusters
  Score: Raw -537600.761892 + Penalty 2752.919255 = -534847.842637
  nChanged 2
		SP:Iteration 49Q (93125.880000 sec): 3 clusters
  Score: Raw -537602.907744 + Penalty 2752.919255 = -534849.988489
  nChanged 1
		SP:Iteration 50Q (93125.960000 sec): 3 clusters
  Score: Raw -537604.457053 + Penalty 2752.919255 = -534851.537798
  nChanged 4
		SP:Iteration 51Q (93126.040000 sec): 3 clusters
  Score: Raw -537607.711549 + Penalty 2752.919255 = -534854.792295
  nChanged 5
		SP:Iteration 52Q (93126.120000 sec): 3 clusters
  Score: Raw -537610.242511 + Penalty 2752.919255 = -534857.323257
  nChanged 3
		SP:Iteration 53Q (93126.200000 sec): 3 clusters
  Score: Raw -537611.446822 + Penalty 2752.919255 = -534858.527568
  nChanged 2
		SP:Iteration 54Q (93126.280000 sec): 3 clusters
  Score: Raw -537612.241049 + Penalty 2752.919255 = -534859.321795
  nChanged 1
		SP:Iteration 55Q (93126.370000 sec): 3 clusters
  Score: Raw -537612.570274 + Penalty 2752.919255 = -534859.651019
  nChanged 0
		SP:Iteration 56F (93126.450000 sec): 3 clusters
  Score: Raw -537612.570274 + Penalty 2752.919255 = -534859.651019
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 38 (12957 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93126.590000 sec): 2 clusters
  Score: Raw -1562651.559242 + Penalty 1538.776113 = -1561112.783129
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93126.810000 sec): 3 clusters
  Score: Raw -1555155.235585 + Penalty 3077.552225 = -1552077.683360
  nChanged 5782
		SP:Iteration 1F (93126.990000 sec): 3 clusters
  Score: Raw -1558427.136595 + Penalty 3077.552225 = -1555349.584370
  nChanged 834
		SP:Iteration 2F (93127.170000 sec): 3 clusters
  Score: Raw -1558838.704490 + Penalty 3077.552225 = -1555761.152265
  nChanged 702
		SP:Iteration 3F (93127.350000 sec): 3 clusters
  Score: Raw -1559155.633164 + Penalty 3077.552225 = -1556078.080939
  nChanged 615
		SP:Iteration 4Q (93127.570000 sec): 3 clusters
  Score: Raw -1559450.666304 + Penalty 3077.552225 = -1556373.114079
  nChanged 540
		SP:Iteration 5Q (93127.760000 sec): 3 clusters
  Score: Raw -1559701.965893 + Penalty 3077.552225 = -1556624.413668
  nChanged 553
		SP:Iteration 6Q (93127.940000 sec): 3 clusters
  Score: Raw -1560015.065625 + Penalty 3077.552225 = -1556937.513400
  nChanged 617
		SP:Iteration 7Q (93128.110000 sec): 3 clusters
  Score: Raw -1560428.267433 + Penalty 3077.552225 = -1557350.715208
  nChanged 670
		SP:Iteration 8F (93128.330000 sec): 3 clusters
  Score: Raw -1560919.546781 + Penalty 3077.552225 = -1557841.994556
  nChanged 702
		SP:Iteration 9F (93128.510000 sec): 3 clusters
  Score: Raw -1561480.728837 + Penalty 3077.552225 = -1558403.176612
  nChanged 656
		SP:Iteration 10F (93128.690000 sec): 3 clusters
  Score: Raw -1562049.032346 + Penalty 3077.552225 = -1558971.480121
  nChanged 588
		SP:Iteration 11Q (93128.880000 sec): 3 clusters
  Score: Raw -1562540.066917 + Penalty 3077.552225 = -1559462.514692
  nChanged 469
		SP:Iteration 12Q (93129.070000 sec): 3 clusters
  Score: Raw -1562878.505272 + Penalty 3077.552225 = -1559800.953046
  nChanged 350
		SP:Iteration 13Q (93129.250000 sec): 3 clusters
  Score: Raw -1563111.550656 + Penalty 3077.552225 = -1560033.998431
  nChanged 302
		SP:Iteration 14Q (93129.410000 sec): 3 clusters
  Score: Raw -1563286.699235 + Penalty 3077.552225 = -1560209.147010
  nChanged 246
		SP:Iteration 15Q (93129.610000 sec): 3 clusters
  Score: Raw -1563424.283322 + Penalty 3077.552225 = -1560346.731097
  nChanged 206
		SP:Iteration 16Q (93129.780000 sec): 3 clusters
  Score: Raw -1563526.627633 + Penalty 3077.552225 = -1560449.075408
  nChanged 159
		SP:Iteration 17Q (93129.970000 sec): 3 clusters
  Score: Raw -1563595.604397 + Penalty 3077.552225 = -1560518.052172
  nChanged 160
		SP:Iteration 18Q (93130.150000 sec): 3 clusters
  Score: Raw -1563666.563235 + Penalty 3077.552225 = -1560589.011010
  nChanged 137
		SP:Iteration 19Q (93130.330000 sec): 3 clusters
  Score: Raw -1563718.595135 + Penalty 3077.552225 = -1560641.042910
  nChanged 112
		SP:Iteration 20F (93130.500000 sec): 3 clusters
  Score: Raw -1563759.903006 + Penalty 3077.552225 = -1560682.350781
  nChanged 100
		SP:Iteration 21Q (93130.690000 sec): 3 clusters
  Score: Raw -1563789.898911 + Penalty 3077.552225 = -1560712.346686
  nChanged 83
		SP:Iteration 22Q (93130.860000 sec): 3 clusters
  Score: Raw -1563812.870486 + Penalty 3077.552225 = -1560735.318261
  nChanged 74
		SP:Iteration 23Q (93131.040000 sec): 3 clusters
  Score: Raw -1563830.188482 + Penalty 3077.552225 = -1560752.636257
  nChanged 55
		SP:Iteration 24Q (93131.240000 sec): 3 clusters
  Score: Raw -1563841.409278 + Penalty 3077.552225 = -1560763.857053
  nChanged 43
		SP:Iteration 25Q (93131.410000 sec): 3 clusters
  Score: Raw -1563848.844606 + Penalty 3077.552225 = -1560771.292381
  nChanged 32
		SP:Iteration 26Q (93131.570000 sec): 3 clusters
  Score: Raw -1563854.272904 + Penalty 3077.552225 = -1560776.720679
  nChanged 28
		SP:Iteration 27Q (93131.760000 sec): 3 clusters
  Score: Raw -1563860.945962 + Penalty 3077.552225 = -1560783.393737
  nChanged 33
		SP:Iteration 28Q (93131.930000 sec): 3 clusters
  Score: Raw -1563868.142753 + Penalty 3077.552225 = -1560790.590528
  nChanged 32
		SP:Iteration 29Q (93132.100000 sec): 3 clusters
  Score: Raw -1563873.513179 + Penalty 3077.552225 = -1560795.960954
  nChanged 19
		SP:Iteration 30Q (93132.280000 sec): 3 clusters
  Score: Raw -1563877.341032 + Penalty 3077.552225 = -1560799.788806
  nChanged 22
		SP:Iteration 31Q (93132.450000 sec): 3 clusters
  Score: Raw -1563882.077759 + Penalty 3077.552225 = -1560804.525534
  nChanged 21
		SP:Iteration 32Q (93132.640000 sec): 3 clusters
  Score: Raw -1563885.406044 + Penalty 3077.552225 = -1560807.853819
  nChanged 20
		SP:Iteration 33Q (93132.810000 sec): 3 clusters
  Score: Raw -1563889.033618 + Penalty 3077.552225 = -1560811.481393
  nChanged 22
		SP:Iteration 34Q (93132.970000 sec): 3 clusters
  Score: Raw -1563893.331157 + Penalty 3077.552225 = -1560815.778932
  nChanged 30
		SP:Iteration 35Q (93133.160000 sec): 3 clusters
  Score: Raw -1563898.200171 + Penalty 3077.552225 = -1560820.647946
  nChanged 25
		SP:Iteration 36Q (93133.330000 sec): 3 clusters
  Score: Raw -1563903.040295 + Penalty 3077.552225 = -1560825.488070
  nChanged 18
		SP:Iteration 37Q (93133.520000 sec): 3 clusters
  Score: Raw -1563906.115691 + Penalty 3077.552225 = -1560828.563466
  nChanged 12
		SP:Iteration 38Q (93133.700000 sec): 3 clusters
  Score: Raw -1563907.281222 + Penalty 3077.552225 = -1560829.728997
  nChanged 7
		SP:Iteration 39Q (93133.870000 sec): 3 clusters
  Score: Raw -1563908.196375 + Penalty 3077.552225 = -1560830.644150
  nChanged 9
		SP:Iteration 40F (93134.050000 sec): 3 clusters
  Score: Raw -1563909.306344 + Penalty 3077.552225 = -1560831.754119
  nChanged 6
		SP:Iteration 41Q (93134.240000 sec): 3 clusters
  Score: Raw -1563910.233083 + Penalty 3077.552225 = -1560832.680858
  nChanged 4
		SP:Iteration 42Q (93134.410000 sec): 3 clusters
  Score: Raw -1563911.030380 + Penalty 3077.552225 = -1560833.478155
  nChanged 8
		SP:Iteration 43Q (93134.600000 sec): 3 clusters
  Score: Raw -1563912.006576 + Penalty 3077.552225 = -1560834.454351
  nChanged 3
		SP:Iteration 44Q (93134.790000 sec): 3 clusters
  Score: Raw -1563912.366551 + Penalty 3077.552225 = -1560834.814326
  nChanged 5
		SP:Iteration 45Q (93134.960000 sec): 3 clusters
  Score: Raw -1563913.015319 + Penalty 3077.552225 = -1560835.463094
  nChanged 4
		SP:Iteration 46Q (93135.120000 sec): 3 clusters
  Score: Raw -1563913.670593 + Penalty 3077.552225 = -1560836.118368
  nChanged 6
		SP:Iteration 47Q (93135.330000 sec): 3 clusters
  Score: Raw -1563914.590687 + Penalty 3077.552225 = -1560837.038461
  nChanged 9
		SP:Iteration 48Q (93135.500000 sec): 3 clusters
  Score: Raw -1563915.801541 + Penalty 3077.552225 = -1560838.249316
  nChanged 2
		SP:Iteration 49Q (93135.690000 sec): 3 clusters
  Score: Raw -1563916.022724 + Penalty 3077.552225 = -1560838.470499
  nChanged 3
		SP:Iteration 50Q (93135.880000 sec): 3 clusters
  Score: Raw -1563916.415618 + Penalty 3077.552225 = -1560838.863393
  nChanged 1
		SP:Iteration 51Q (93136.040000 sec): 3 clusters
  Score: Raw -1563916.505977 + Penalty 3077.552225 = -1560838.953752
  nChanged 2
		SP:Iteration 52Q (93136.210000 sec): 3 clusters
  Score: Raw -1563917.038863 + Penalty 3077.552225 = -1560839.486638
  nChanged 6
		SP:Iteration 53Q (93136.420000 sec): 3 clusters
  Score: Raw -1563917.728514 + Penalty 3077.552225 = -1560840.176289
  nChanged 5
		SP:Iteration 54Q (93136.590000 sec): 3 clusters
  Score: Raw -1563918.332163 + Penalty 3077.552225 = -1560840.779938
  nChanged 4
		SP:Iteration 55Q (93136.750000 sec): 3 clusters
  Score: Raw -1563918.786483 + Penalty 3077.552225 = -1560841.234258
  nChanged 5
		SP:Iteration 56Q (93136.940000 sec): 3 clusters
  Score: Raw -1563919.471480 + Penalty 3077.552225 = -1560841.919255
  nChanged 3
		SP:Iteration 57Q (93137.120000 sec): 3 clusters
  Score: Raw -1563919.829791 + Penalty 3077.552225 = -1560842.277566
  nChanged 3
		SP:Iteration 58Q (93137.310000 sec): 3 clusters
  Score: Raw -1563920.018713 + Penalty 3077.552225 = -1560842.466488
  nChanged 1
		SP:Iteration 59Q (93137.490000 sec): 3 clusters
  Score: Raw -1563920.074254 + Penalty 3077.552225 = -1560842.522029
  nChanged 1
		SP:Iteration 60F (93137.660000 sec): 3 clusters
  Score: Raw -1563920.170306 + Penalty 3077.552225 = -1560842.618081
  nChanged 2
		SP:Iteration 61Q (93137.850000 sec): 3 clusters
  Score: Raw -1563920.302293 + Penalty 3077.552225 = -1560842.750068
  nChanged 1
		SP:Iteration 62Q (93138.030000 sec): 3 clusters
  Score: Raw -1563920.655241 + Penalty 3077.552225 = -1560843.103016
  nChanged 2
		SP:Iteration 63Q (93138.190000 sec): 3 clusters
  Score: Raw -1563921.096337 + Penalty 3077.552225 = -1560843.544112
  nChanged 4
		SP:Iteration 64Q (93138.380000 sec): 3 clusters
  Score: Raw -1563921.692056 + Penalty 3077.552225 = -1560844.139831
  nChanged 5
		SP:Iteration 65Q (93138.570000 sec): 3 clusters
  Score: Raw -1563922.506486 + Penalty 3077.552225 = -1560844.954261
  nChanged 5
		SP:Iteration 66Q (93138.730000 sec): 3 clusters
  Score: Raw -1563923.416165 + Penalty 3077.552225 = -1560845.863940
  nChanged 6
		SP:Iteration 67Q (93138.940000 sec): 3 clusters
  Score: Raw -1563924.228261 + Penalty 3077.552225 = -1560846.676036
  nChanged 4
		SP:Iteration 68Q (93139.090000 sec): 3 clusters
  Score: Raw -1563924.806636 + Penalty 3077.552225 = -1560847.254411
  nChanged 3
		SP:Iteration 69Q (93139.260000 sec): 3 clusters
  Score: Raw -1563925.117654 + Penalty 3077.552225 = -1560847.565429
  nChanged 4
		SP:Iteration 70Q (93139.420000 sec): 3 clusters
  Score: Raw -1563925.717960 + Penalty 3077.552225 = -1560848.165735
  nChanged 1
		SP:Iteration 71Q (93139.620000 sec): 3 clusters
  Score: Raw -1563925.869062 + Penalty 3077.552225 = -1560848.316837
  nChanged 1
		SP:Iteration 72Q (93139.790000 sec): 3 clusters
  Score: Raw -1563926.020089 + Penalty 3077.552225 = -1560848.467864
  nChanged 2
		SP:Iteration 73Q (93139.980000 sec): 3 clusters
  Score: Raw -1563926.223288 + Penalty 3077.552225 = -1560848.671063
  nChanged 3
		SP:Iteration 74Q (93140.160000 sec): 3 clusters
  Score: Raw -1563926.425118 + Penalty 3077.552225 = -1560848.872893
  nChanged 2
		SP:Iteration 75Q (93140.330000 sec): 3 clusters
  Score: Raw -1563926.642484 + Penalty 3077.552225 = -1560849.090259
  nChanged 3
		SP:Iteration 76Q (93140.520000 sec): 3 clusters
  Score: Raw -1563926.943452 + Penalty 3077.552225 = -1560849.391227
  nChanged 2
		SP:Iteration 77Q (93140.710000 sec): 3 clusters
  Score: Raw -1563927.215468 + Penalty 3077.552225 = -1560849.663243
  nChanged 3
		SP:Iteration 78Q (93140.870000 sec): 3 clusters
  Score: Raw -1563927.804347 + Penalty 3077.552225 = -1560850.252122
  nChanged 5
		SP:Iteration 79Q (93141.040000 sec): 3 clusters
  Score: Raw -1563928.781470 + Penalty 3077.552225 = -1560851.229245
  nChanged 4
		SP:Iteration 80F (93141.250000 sec): 3 clusters
  Score: Raw -1563929.494151 + Penalty 3077.552225 = -1560851.941926
  nChanged 6
		SP:Iteration 81Q (93141.420000 sec): 3 clusters
  Score: Raw -1563930.185057 + Penalty 3077.552225 = -1560852.632832
  nChanged 1
		SP:Iteration 82Q (93141.580000 sec): 3 clusters
  Score: Raw -1563930.303902 + Penalty 3077.552225 = -1560852.751677
  nChanged 1
		SP:Iteration 83Q (93141.790000 sec): 3 clusters
  Score: Raw -1563930.322603 + Penalty 3077.552225 = -1560852.770378
  nChanged 0
		SP:Iteration 84F (93141.970000 sec): 3 clusters
  Score: Raw -1563930.322603 + Penalty 3077.552225 = -1560852.770378
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 39 (1564 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93142.050000 sec): 2 clusters
  Score: Raw -179425.798110 + Penalty 1195.187812 = -178230.610298
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93142.080000 sec): 3 clusters
  Score: Raw -178872.121774 + Penalty 2390.375624 = -176481.746150
  nChanged 510
		SP:Iteration 1F (93142.110000 sec): 3 clusters
  Score: Raw -179377.992076 + Penalty 2390.375624 = -176987.616452
  nChanged 164
		SP:Iteration 2F (93142.140000 sec): 3 clusters
  Score: Raw -179611.720110 + Penalty 2390.375624 = -177221.344486
  nChanged 106
		SP:Iteration 3F (93142.170000 sec): 3 clusters
  Score: Raw -179778.013748 + Penalty 2390.375624 = -177387.638124
  nChanged 74
		SP:Iteration 4Q (93142.200000 sec): 3 clusters
  Score: Raw -179864.385159 + Penalty 2390.375624 = -177474.009535
  nChanged 55
		SP:Iteration 5Q (93142.230000 sec): 3 clusters
  Score: Raw -179927.073751 + Penalty 2390.375624 = -177536.698127
  nChanged 38
		SP:Iteration 6Q (93142.260000 sec): 3 clusters
  Score: Raw -179956.764410 + Penalty 2390.375624 = -177566.388786
  nChanged 25
		SP:Iteration 7Q (93142.280000 sec): 3 clusters
  Score: Raw -179976.867435 + Penalty 2390.375624 = -177586.491811
  nChanged 22
		SP:Iteration 8Q (93142.310000 sec): 3 clusters
  Score: Raw -179998.239214 + Penalty 2390.375624 = -177607.863589
  nChanged 19
		SP:Iteration 9Q (93142.340000 sec): 3 clusters
  Score: Raw -180013.686205 + Penalty 2390.375624 = -177623.310581
  nChanged 17
		SP:Iteration 10Q (93142.370000 sec): 3 clusters
  Score: Raw -180022.804421 + Penalty 2390.375624 = -177632.428797
  nChanged 12
		SP:Iteration 11Q (93142.400000 sec): 3 clusters
  Score: Raw -180027.038622 + Penalty 2390.375624 = -177636.662997
  nChanged 4
		SP:Iteration 12Q (93142.430000 sec): 3 clusters
  Score: Raw -180028.145573 + Penalty 2390.375624 = -177637.769948
  nChanged 3
		SP:Iteration 13Q (93142.460000 sec): 3 clusters
  Score: Raw -180029.473193 + Penalty 2390.375624 = -177639.097568
  nChanged 2
		SP:Iteration 14Q (93142.480000 sec): 3 clusters
  Score: Raw -180030.355073 + Penalty 2390.375624 = -177639.979449
  nChanged 1
		SP:Iteration 15Q (93142.510000 sec): 3 clusters
  Score: Raw -180030.559032 + Penalty 2390.375624 = -177640.183408
  nChanged 0
		SP:Iteration 16F (93142.540000 sec): 3 clusters
  Score: Raw -180030.559032 + Penalty 2390.375624 = -177640.183408
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 40 (3157 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93142.610000 sec): 2 clusters
  Score: Raw -339650.960569 + Penalty 1309.323842 = -338341.636727
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93142.670000 sec): 3 clusters
  Score: Raw -338168.925361 + Penalty 2618.647684 = -335550.277677
  nChanged 1183
		SP:Iteration 1F (93142.730000 sec): 3 clusters
  Score: Raw -339113.633950 + Penalty 2618.647684 = -336494.986266
  nChanged 339
		SP:Iteration 2F (93142.790000 sec): 3 clusters
  Score: Raw -339445.708545 + Penalty 2618.647684 = -336827.060861
  nChanged 232
		SP:Iteration 3F (93142.850000 sec): 3 clusters
  Score: Raw -339652.627556 + Penalty 2618.647684 = -337033.979872
  nChanged 174
		SP:Iteration 4F (93142.910000 sec): 3 clusters
  Score: Raw -339788.838563 + Penalty 2618.647684 = -337170.190880
  nChanged 131
		SP:Iteration 5Q (93142.970000 sec): 3 clusters
  Score: Raw -339889.439872 + Penalty 2618.647684 = -337270.792188
  nChanged 119
		SP:Iteration 6Q (93143.020000 sec): 3 clusters
  Score: Raw -339957.938640 + Penalty 2618.647684 = -337339.290956
  nChanged 74
		SP:Iteration 7Q (93143.080000 sec): 3 clusters
  Score: Raw -340007.311475 + Penalty 2618.647684 = -337388.663791
  nChanged 58
		SP:Iteration 8Q (93143.130000 sec): 3 clusters
  Score: Raw -340044.024078 + Penalty 2618.647684 = -337425.376394
  nChanged 57
		SP:Iteration 9Q (93143.190000 sec): 3 clusters
  Score: Raw -340078.455154 + Penalty 2618.647684 = -337459.807470
  nChanged 52
		SP:Iteration 10Q (93143.250000 sec): 3 clusters
  Score: Raw -340100.589327 + Penalty 2618.647684 = -337481.941643
  nChanged 34
		SP:Iteration 11Q (93143.310000 sec): 3 clusters
  Score: Raw -340115.062660 + Penalty 2618.647684 = -337496.414977
  nChanged 23
		SP:Iteration 12Q (93143.360000 sec): 3 clusters
  Score: Raw -340123.186349 + Penalty 2618.647684 = -337504.538665
  nChanged 17
		SP:Iteration 13Q (93143.420000 sec): 3 clusters
  Score: Raw -340129.415149 + Penalty 2618.647684 = -337510.767465
  nChanged 13
		SP:Iteration 14Q (93143.470000 sec): 3 clusters
  Score: Raw -340132.365735 + Penalty 2618.647684 = -337513.718052
  nChanged 10
		SP:Iteration 15Q (93143.530000 sec): 3 clusters
  Score: Raw -340138.104585 + Penalty 2618.647684 = -337519.456901
  nChanged 16
		SP:Iteration 16Q (93143.590000 sec): 3 clusters
  Score: Raw -340146.710515 + Penalty 2618.647684 = -337528.062831
  nChanged 13
		SP:Iteration 17Q (93143.640000 sec): 3 clusters
  Score: Raw -340154.360483 + Penalty 2618.647684 = -337535.712799
  nChanged 16
		SP:Iteration 18Q (93143.700000 sec): 3 clusters
  Score: Raw -340160.410143 + Penalty 2618.647684 = -337541.762459
  nChanged 10
		SP:Iteration 19Q (93143.750000 sec): 3 clusters
  Score: Raw -340162.685724 + Penalty 2618.647684 = -337544.038040
  nChanged 10
		SP:Iteration 20F (93143.810000 sec): 3 clusters
  Score: Raw -340166.326865 + Penalty 2618.647684 = -337547.679181
  nChanged 9
		SP:Iteration 21Q (93143.870000 sec): 3 clusters
  Score: Raw -340169.670910 + Penalty 2618.647684 = -337551.023226
  nChanged 10
		SP:Iteration 22Q (93143.930000 sec): 3 clusters
  Score: Raw -340173.380885 + Penalty 2618.647684 = -337554.733201
  nChanged 6
		SP:Iteration 23Q (93143.980000 sec): 3 clusters
  Score: Raw -340175.659247 + Penalty 2618.647684 = -337557.011563
  nChanged 4
		SP:Iteration 24Q (93144.040000 sec): 3 clusters
  Score: Raw -340176.377176 + Penalty 2618.647684 = -337557.729492
  nChanged 3
		SP:Iteration 25Q (93144.090000 sec): 3 clusters
  Score: Raw -340177.181324 + Penalty 2618.647684 = -337558.533640
  nChanged 3
		SP:Iteration 26Q (93144.150000 sec): 3 clusters
  Score: Raw -340177.988897 + Penalty 2618.647684 = -337559.341213
  nChanged 4
		SP:Iteration 27Q (93144.210000 sec): 3 clusters
  Score: Raw -340179.570864 + Penalty 2618.647684 = -337560.923180
  nChanged 2
		SP:Iteration 28Q (93144.270000 sec): 3 clusters
  Score: Raw -340181.386634 + Penalty 2618.647684 = -337562.738950
  nChanged 5
		SP:Iteration 29Q (93144.320000 sec): 3 clusters
  Score: Raw -340183.016663 + Penalty 2618.647684 = -337564.368979
  nChanged 5
		SP:Iteration 30Q (93144.380000 sec): 3 clusters
  Score: Raw -340184.423289 + Penalty 2618.647684 = -337565.775605
  nChanged 5
		SP:Iteration 31Q (93144.430000 sec): 3 clusters
  Score: Raw -340186.052794 + Penalty 2618.647684 = -337567.405111
  nChanged 5
		SP:Iteration 32Q (93144.490000 sec): 3 clusters
  Score: Raw -340187.593269 + Penalty 2618.647684 = -337568.945586
  nChanged 8
		SP:Iteration 33Q (93144.550000 sec): 3 clusters
  Score: Raw -340189.859281 + Penalty 2618.647684 = -337571.211597
  nChanged 8
		SP:Iteration 34Q (93144.610000 sec): 3 clusters
  Score: Raw -340191.323936 + Penalty 2618.647684 = -337572.676252
  nChanged 3
		SP:Iteration 35Q (93144.660000 sec): 3 clusters
  Score: Raw -340191.898053 + Penalty 2618.647684 = -337573.250370
  nChanged 2
		SP:Iteration 36Q (93144.720000 sec): 3 clusters
  Score: Raw -340192.211198 + Penalty 2618.647684 = -337573.563514
  nChanged 1
		SP:Iteration 37Q (93144.770000 sec): 3 clusters
  Score: Raw -340192.410880 + Penalty 2618.647684 = -337573.763196
  nChanged 1
		SP:Iteration 38Q (93144.830000 sec): 3 clusters
  Score: Raw -340192.522256 + Penalty 2618.647684 = -337573.874572
  nChanged 0
		SP:Iteration 39F (93144.890000 sec): 3 clusters
  Score: Raw -340192.522256 + Penalty 2618.647684 = -337573.874572
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 41 (10115 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93145.000000 sec): 2 clusters
  Score: Raw -1180049.553917 + Penalty 1498.538397 = -1178551.015520
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93145.200000 sec): 3 clusters
  Score: Raw -1174408.655950 + Penalty 2997.076794 = -1171411.579157
  nChanged 4329
		SP:Iteration 1F (93145.350000 sec): 3 clusters
  Score: Raw -1176875.484576 + Penalty 2997.076794 = -1173878.407782
  nChanged 755
		SP:Iteration 2F (93145.490000 sec): 3 clusters
  Score: Raw -1177293.877688 + Penalty 2997.076794 = -1174296.800894
  nChanged 638
		SP:Iteration 3F (93145.650000 sec): 3 clusters
  Score: Raw -1177685.001785 + Penalty 2997.076794 = -1174687.924991
  nChanged 617
		SP:Iteration 4F (93145.810000 sec): 3 clusters
  Score: Raw -1178045.451948 + Penalty 2997.076794 = -1175048.375154
  nChanged 537
		SP:Iteration 5F (93145.960000 sec): 3 clusters
  Score: Raw -1178349.648329 + Penalty 2997.076794 = -1175352.571535
  nChanged 475
		SP:Iteration 6Q (93146.120000 sec): 3 clusters
  Score: Raw -1178588.673042 + Penalty 2997.076794 = -1175591.596248
  nChanged 380
		SP:Iteration 7Q (93146.280000 sec): 3 clusters
  Score: Raw -1178775.118320 + Penalty 2997.076794 = -1175778.041527
  nChanged 339
		SP:Iteration 8Q (93146.420000 sec): 3 clusters
  Score: Raw -1178918.817723 + Penalty 2997.076794 = -1175921.740929
  nChanged 270
		SP:Iteration 9Q (93146.590000 sec): 3 clusters
  Score: Raw -1179017.924822 + Penalty 2997.076794 = -1176020.848029
  nChanged 226
		SP:Iteration 10Q (93146.740000 sec): 3 clusters
  Score: Raw -1179090.459368 + Penalty 2997.076794 = -1176093.382574
  nChanged 170
		SP:Iteration 11Q (93146.890000 sec): 3 clusters
  Score: Raw -1179140.254996 + Penalty 2997.076794 = -1176143.178202
  nChanged 149
		SP:Iteration 12Q (93147.070000 sec): 3 clusters
  Score: Raw -1179180.059627 + Penalty 2997.076794 = -1176182.982833
  nChanged 122
		SP:Iteration 13Q (93147.220000 sec): 3 clusters
  Score: Raw -1179208.075822 + Penalty 2997.076794 = -1176210.999028
  nChanged 100
		SP:Iteration 14Q (93147.380000 sec): 3 clusters
  Score: Raw -1179230.422082 + Penalty 2997.076794 = -1176233.345288
  nChanged 91
		SP:Iteration 15Q (93147.680000 sec): 3 clusters
  Score: Raw -1179251.140431 + Penalty 2997.076794 = -1176254.063637
  nChanged 95
		SP:Iteration 16Q (93147.810000 sec): 3 clusters
  Score: Raw -1179272.396855 + Penalty 2997.076794 = -1176275.320062
  nChanged 70
		SP:Iteration 17Q (93147.970000 sec): 3 clusters
  Score: Raw -1179288.473525 + Penalty 2997.076794 = -1176291.396732
  nChanged 59
		SP:Iteration 18Q (93148.150000 sec): 3 clusters
  Score: Raw -1179301.062851 + Penalty 2997.076794 = -1176303.986057
  nChanged 65
		SP:Iteration 19Q (93148.300000 sec): 3 clusters
  Score: Raw -1179314.284709 + Penalty 2997.076794 = -1176317.207915
  nChanged 64
		SP:Iteration 20F (93148.460000 sec): 3 clusters
  Score: Raw -1179327.320128 + Penalty 2997.076794 = -1176330.243334
  nChanged 56
		SP:Iteration 21Q (93148.620000 sec): 3 clusters
  Score: Raw -1179338.645013 + Penalty 2997.076794 = -1176341.568219
  nChanged 56
		SP:Iteration 22Q (93148.760000 sec): 3 clusters
  Score: Raw -1179350.621964 + Penalty 2997.076794 = -1176353.545171
  nChanged 68
		SP:Iteration 23Q (93148.930000 sec): 3 clusters
  Score: Raw -1179363.046394 + Penalty 2997.076794 = -1176365.969600
  nChanged 50
		SP:Iteration 24Q (93149.090000 sec): 3 clusters
  Score: Raw -1179373.860542 + Penalty 2997.076794 = -1176376.783749
  nChanged 50
		SP:Iteration 25Q (93149.220000 sec): 3 clusters
  Score: Raw -1179386.149649 + Penalty 2997.076794 = -1176389.072856
  nChanged 58
		SP:Iteration 26Q (93149.390000 sec): 3 clusters
  Score: Raw -1179398.713940 + Penalty 2997.076794 = -1176401.637146
  nChanged 53
		SP:Iteration 27Q (93149.550000 sec): 3 clusters
  Score: Raw -1179415.216455 + Penalty 2997.076794 = -1176418.139661
  nChanged 68
		SP:Iteration 28Q (93149.690000 sec): 3 clusters
  Score: Raw -1179437.238866 + Penalty 2997.076794 = -1176440.162073
  nChanged 77
		SP:Iteration 29Q (93149.850000 sec): 3 clusters
  Score: Raw -1179460.832952 + Penalty 2997.076794 = -1176463.756159
  nChanged 85
		SP:Iteration 30Q (93150.010000 sec): 3 clusters
  Score: Raw -1179490.599253 + Penalty 2997.076794 = -1176493.522460
  nChanged 83
		SP:Iteration 31Q (93150.150000 sec): 3 clusters
  Score: Raw -1179514.654775 + Penalty 2997.076794 = -1176517.577981
  nChanged 81
		SP:Iteration 32Q (93150.310000 sec): 3 clusters
  Score: Raw -1179543.722379 + Penalty 2997.076794 = -1176546.645585
  nChanged 99
		SP:Iteration 33Q (93150.470000 sec): 3 clusters
  Score: Raw -1179577.808058 + Penalty 2997.076794 = -1176580.731264
  nChanged 102
		SP:Iteration 34Q (93150.610000 sec): 3 clusters
  Score: Raw -1179611.236535 + Penalty 2997.076794 = -1176614.159741
  nChanged 93
		SP:Iteration 35Q (93150.770000 sec): 3 clusters
  Score: Raw -1179642.806637 + Penalty 2997.076794 = -1176645.729844
  nChanged 101
		SP:Iteration 36Q (93150.950000 sec): 3 clusters
  Score: Raw -1179677.507458 + Penalty 2997.076794 = -1176680.430665
  nChanged 99
		SP:Iteration 37Q (93151.090000 sec): 3 clusters
  Score: Raw -1179712.468824 + Penalty 2997.076794 = -1176715.392030
  nChanged 83
		SP:Iteration 38Q (93151.250000 sec): 3 clusters
  Score: Raw -1179736.027812 + Penalty 2997.076794 = -1176738.951019
  nChanged 63
		SP:Iteration 39Q (93151.410000 sec): 3 clusters
  Score: Raw -1179756.289310 + Penalty 2997.076794 = -1176759.212517
  nChanged 67
		SP:Iteration 40F (93151.550000 sec): 3 clusters
  Score: Raw -1179779.222327 + Penalty 2997.076794 = -1176782.145534
  nChanged 74
		SP:Iteration 41Q (93151.710000 sec): 3 clusters
  Score: Raw -1179805.351591 + Penalty 2997.076794 = -1176808.274798
  nChanged 70
		SP:Iteration 42Q (93151.890000 sec): 3 clusters
  Score: Raw -1179824.624240 + Penalty 2997.076794 = -1176827.547446
  nChanged 67
		SP:Iteration 43Q (93152.030000 sec): 3 clusters
  Score: Raw -1179842.731236 + Penalty 2997.076794 = -1176845.654443
  nChanged 67
		SP:Iteration 44Q (93152.190000 sec): 3 clusters
  Score: Raw -1179862.488700 + Penalty 2997.076794 = -1176865.411906
  nChanged 75
		SP:Iteration 45Q (93152.350000 sec): 3 clusters
  Score: Raw -1179886.828545 + Penalty 2997.076794 = -1176889.751751
  nChanged 75
		SP:Iteration 46Q (93152.480000 sec): 3 clusters
  Score: Raw -1179917.190123 + Penalty 2997.076794 = -1176920.113329
  nChanged 75
		SP:Iteration 47Q (93152.640000 sec): 3 clusters
  Score: Raw -1179948.524885 + Penalty 2997.076794 = -1176951.448091
  nChanged 82
		SP:Iteration 48Q (93152.820000 sec): 3 clusters
  Score: Raw -1179982.020646 + Penalty 2997.076794 = -1176984.943852
  nChanged 84
		SP:Iteration 49Q (93152.960000 sec): 3 clusters
  Score: Raw -1180012.207773 + Penalty 2997.076794 = -1177015.130980
  nChanged 63
		SP:Iteration 50Q (93153.260000 sec): 3 clusters
  Score: Raw -1180035.422630 + Penalty 2997.076794 = -1177038.345837
  nChanged 70
		SP:Iteration 51Q (93153.400000 sec): 3 clusters
  Score: Raw -1180063.003838 + Penalty 2997.076794 = -1177065.927045
  nChanged 79
		SP:Iteration 52Q (93153.530000 sec): 3 clusters
  Score: Raw -1180090.946119 + Penalty 2997.076794 = -1177093.869325
  nChanged 69
		SP:Iteration 53Q (93153.690000 sec): 3 clusters
  Score: Raw -1180114.586025 + Penalty 2997.076794 = -1177117.509231
  nChanged 80
		SP:Iteration 54Q (93153.870000 sec): 3 clusters
  Score: Raw -1180141.331434 + Penalty 2997.076794 = -1177144.254640
  nChanged 68
		SP:Iteration 55Q (93154.010000 sec): 3 clusters
  Score: Raw -1180164.798462 + Penalty 2997.076794 = -1177167.721668
  nChanged 73
		SP:Iteration 56Q (93154.170000 sec): 3 clusters
  Score: Raw -1180192.099481 + Penalty 2997.076794 = -1177195.022687
  nChanged 60
		SP:Iteration 57Q (93154.320000 sec): 3 clusters
  Score: Raw -1180211.362759 + Penalty 2997.076794 = -1177214.285965
  nChanged 52
		SP:Iteration 58Q (93154.450000 sec): 3 clusters
  Score: Raw -1180225.583776 + Penalty 2997.076794 = -1177228.506983
  nChanged 42
		SP:Iteration 59Q (93154.600000 sec): 3 clusters
  Score: Raw -1180236.717398 + Penalty 2997.076794 = -1177239.640605
  nChanged 33
		SP:Iteration 60F (93154.790000 sec): 3 clusters
  Score: Raw -1180243.504580 + Penalty 2997.076794 = -1177246.427786
  nChanged 22
		SP:Iteration 61Q (93154.930000 sec): 3 clusters
  Score: Raw -1180247.692313 + Penalty 2997.076794 = -1177250.615520
  nChanged 17
		SP:Iteration 62Q (93155.080000 sec): 3 clusters
  Score: Raw -1180250.680799 + Penalty 2997.076794 = -1177253.604006
  nChanged 21
		SP:Iteration 63Q (93155.260000 sec): 3 clusters
  Score: Raw -1180255.505320 + Penalty 2997.076794 = -1177258.428526
  nChanged 23
		SP:Iteration 64Q (93155.400000 sec): 3 clusters
  Score: Raw -1180261.226166 + Penalty 2997.076794 = -1177264.149372
  nChanged 21
		SP:Iteration 65Q (93155.560000 sec): 3 clusters
  Score: Raw -1180266.162059 + Penalty 2997.076794 = -1177269.085266
  nChanged 22
		SP:Iteration 66Q (93155.730000 sec): 3 clusters
  Score: Raw -1180270.875138 + Penalty 2997.076794 = -1177273.798345
  nChanged 21
		SP:Iteration 67Q (93155.880000 sec): 3 clusters
  Score: Raw -1180276.878561 + Penalty 2997.076794 = -1177279.801768
  nChanged 21
		SP:Iteration 68Q (93156.030000 sec): 3 clusters
  Score: Raw -1180282.388761 + Penalty 2997.076794 = -1177285.311967
  nChanged 19
		SP:Iteration 69Q (93156.200000 sec): 3 clusters
  Score: Raw -1180286.323179 + Penalty 2997.076794 = -1177289.246386
  nChanged 12
		SP:Iteration 70Q (93156.350000 sec): 3 clusters
  Score: Raw -1180288.061422 + Penalty 2997.076794 = -1177290.984628
  nChanged 7
		SP:Iteration 71Q (93156.500000 sec): 3 clusters
  Score: Raw -1180289.233579 + Penalty 2997.076794 = -1177292.156786
  nChanged 13
		SP:Iteration 72Q (93156.660000 sec): 3 clusters
  Score: Raw -1180291.752039 + Penalty 2997.076794 = -1177294.675245
  nChanged 15
		SP:Iteration 73Q (93156.820000 sec): 3 clusters
  Score: Raw -1180294.601272 + Penalty 2997.076794 = -1177297.524478
  nChanged 16
		SP:Iteration 74Q (93156.950000 sec): 3 clusters
  Score: Raw -1180297.970944 + Penalty 2997.076794 = -1177300.894150
  nChanged 15
		SP:Iteration 75Q (93157.100000 sec): 3 clusters
  Score: Raw -1180301.453831 + Penalty 2997.076794 = -1177304.377037
  nChanged 18
		SP:Iteration 76Q (93157.280000 sec): 3 clusters
  Score: Raw -1180305.879606 + Penalty 2997.076794 = -1177308.802813
  nChanged 21
		SP:Iteration 77Q (93157.420000 sec): 3 clusters
  Score: Raw -1180310.854947 + Penalty 2997.076794 = -1177313.778154
  nChanged 19
		SP:Iteration 78Q (93157.580000 sec): 3 clusters
  Score: Raw -1180315.259052 + Penalty 2997.076794 = -1177318.182258
  nChanged 19
		SP:Iteration 79Q (93157.750000 sec): 3 clusters
  Score: Raw -1180318.989654 + Penalty 2997.076794 = -1177321.912861
  nChanged 23
		SP:Iteration 80F (93157.900000 sec): 3 clusters
  Score: Raw -1180323.788790 + Penalty 2997.076794 = -1177326.711996
  nChanged 29
		SP:Iteration 81Q (93158.050000 sec): 3 clusters
  Score: Raw -1180330.782981 + Penalty 2997.076794 = -1177333.706187
  nChanged 21
		SP:Iteration 82Q (93158.230000 sec): 3 clusters
  Score: Raw -1180336.494786 + Penalty 2997.076794 = -1177339.417993
  nChanged 20
		SP:Iteration 83Q (93158.370000 sec): 3 clusters
  Score: Raw -1180342.341944 + Penalty 2997.076794 = -1177345.265151
  nChanged 22
		SP:Iteration 84Q (93158.530000 sec): 3 clusters
  Score: Raw -1180348.341661 + Penalty 2997.076794 = -1177351.264867
  nChanged 16
		SP:Iteration 85Q (93158.710000 sec): 3 clusters
  Score: Raw -1180352.328787 + Penalty 2997.076794 = -1177355.251994
  nChanged 10
		SP:Iteration 86Q (93158.850000 sec): 3 clusters
  Score: Raw -1180354.716053 + Penalty 2997.076794 = -1177357.639260
  nChanged 9
		SP:Iteration 87Q (93159.000000 sec): 3 clusters
  Score: Raw -1180356.300928 + Penalty 2997.076794 = -1177359.224134
  nChanged 6
		SP:Iteration 88Q (93159.170000 sec): 3 clusters
  Score: Raw -1180357.435599 + Penalty 2997.076794 = -1177360.358805
  nChanged 9
		SP:Iteration 89Q (93159.320000 sec): 3 clusters
  Score: Raw -1180359.054609 + Penalty 2997.076794 = -1177361.977816
  nChanged 8
		SP:Iteration 90Q (93159.460000 sec): 3 clusters
  Score: Raw -1180360.036469 + Penalty 2997.076794 = -1177362.959675
  nChanged 4
		SP:Iteration 91Q (93159.630000 sec): 3 clusters
  Score: Raw -1180360.824755 + Penalty 2997.076794 = -1177363.747961
  nChanged 3
		SP:Iteration 92Q (93159.780000 sec): 3 clusters
  Score: Raw -1180361.268345 + Penalty 2997.076794 = -1177364.191551
  nChanged 3
		SP:Iteration 93Q (93159.910000 sec): 3 clusters
  Score: Raw -1180361.831643 + Penalty 2997.076794 = -1177364.754850
  nChanged 3
		SP:Iteration 94Q (93160.070000 sec): 3 clusters
  Score: Raw -1180362.216462 + Penalty 2997.076794 = -1177365.139669
  nChanged 5
		SP:Iteration 95Q (93160.240000 sec): 3 clusters
  Score: Raw -1180362.871545 + Penalty 2997.076794 = -1177365.794751
  nChanged 3
		SP:Iteration 96Q (93160.390000 sec): 3 clusters
  Score: Raw -1180363.196305 + Penalty 2997.076794 = -1177366.119512
  nChanged 1
		SP:Iteration 97Q (93160.530000 sec): 3 clusters
  Score: Raw -1180363.263116 + Penalty 2997.076794 = -1177366.186322
  nChanged 1
		SP:Iteration 98Q (93160.710000 sec): 3 clusters
  Score: Raw -1180363.556184 + Penalty 2997.076794 = -1177366.479390
  nChanged 1
		SP:Iteration 99Q (93160.850000 sec): 3 clusters
  Score: Raw -1180363.598560 + Penalty 2997.076794 = -1177366.521767
  nChanged 0
		SP:Iteration 100F (93161.010000 sec): 3 clusters
  Score: Raw -1180363.598560 + Penalty 2997.076794 = -1177366.521767
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 42 (3777 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93161.110000 sec): 2 clusters
  Score: Raw -418477.501307 + Penalty 1338.461365 = -417139.039942
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93161.190000 sec): 3 clusters
  Score: Raw -416616.488501 + Penalty 2676.922730 = -413939.565771
  nChanged 1497
		SP:Iteration 1F (93161.250000 sec): 3 clusters
  Score: Raw -417565.766143 + Penalty 2676.922730 = -414888.843413
  nChanged 347
		SP:Iteration 2F (93161.320000 sec): 3 clusters
  Score: Raw -417824.451369 + Penalty 2676.922730 = -415147.528639
  nChanged 246
		SP:Iteration 3F (93161.390000 sec): 3 clusters
  Score: Raw -417989.789708 + Penalty 2676.922730 = -415312.866978
  nChanged 183
		SP:Iteration 4Q (93161.460000 sec): 3 clusters
  Score: Raw -418106.293402 + Penalty 2676.922730 = -415429.370672
  nChanged 134
		SP:Iteration 5Q (93161.530000 sec): 3 clusters
  Score: Raw -418184.746157 + Penalty 2676.922730 = -415507.823427
  nChanged 122
		SP:Iteration 6Q (93161.590000 sec): 3 clusters
  Score: Raw -418245.199634 + Penalty 2676.922730 = -415568.276904
  nChanged 89
		SP:Iteration 7Q (93161.660000 sec): 3 clusters
  Score: Raw -418290.499291 + Penalty 2676.922730 = -415613.576561
  nChanged 95
		SP:Iteration 8Q (93161.730000 sec): 3 clusters
  Score: Raw -418340.715803 + Penalty 2676.922730 = -415663.793073
  nChanged 97
		SP:Iteration 9Q (93161.800000 sec): 3 clusters
  Score: Raw -418386.660586 + Penalty 2676.922730 = -415709.737856
  nChanged 89
		SP:Iteration 10Q (93161.870000 sec): 3 clusters
  Score: Raw -418438.241025 + Penalty 2676.922730 = -415761.318295
  nChanged 109
		SP:Iteration 11Q (93161.930000 sec): 3 clusters
  Score: Raw -418512.120605 + Penalty 2676.922730 = -415835.197875
  nChanged 112
		SP:Iteration 12Q (93162.000000 sec): 3 clusters
  Score: Raw -418599.528296 + Penalty 2676.922730 = -415922.605566
  nChanged 116
		SP:Iteration 13Q (93162.070000 sec): 3 clusters
  Score: Raw -418693.193566 + Penalty 2676.922730 = -416016.270836
  nChanged 114
		SP:Iteration 14Q (93162.130000 sec): 3 clusters
  Score: Raw -418794.075578 + Penalty 2676.922730 = -416117.152849
  nChanged 111
		SP:Iteration 15Q (93162.200000 sec): 3 clusters
  Score: Raw -418878.989263 + Penalty 2676.922730 = -416202.066533
  nChanged 104
		SP:Iteration 16Q (93162.270000 sec): 3 clusters
  Score: Raw -418960.516988 + Penalty 2676.922730 = -416283.594259
  nChanged 100
		SP:Iteration 17Q (93162.340000 sec): 3 clusters
  Score: Raw -419048.566274 + Penalty 2676.922730 = -416371.643544
  nChanged 92
		SP:Iteration 18Q (93162.410000 sec): 3 clusters
  Score: Raw -419138.529526 + Penalty 2676.922730 = -416461.606796
  nChanged 99
		SP:Iteration 19Q (93162.470000 sec): 3 clusters
  Score: Raw -419245.947307 + Penalty 2676.922730 = -416569.024577
  nChanged 96
		SP:Iteration 20F (93162.540000 sec): 3 clusters
  Score: Raw -419355.507311 + Penalty 2676.922730 = -416678.584581
  nChanged 98
		SP:Iteration 21Q (93162.610000 sec): 3 clusters
  Score: Raw -419483.528416 + Penalty 2676.922730 = -416806.605686
  nChanged 88
		SP:Iteration 22Q (93162.670000 sec): 3 clusters
  Score: Raw -419584.592961 + Penalty 2676.922730 = -416907.670231
  nChanged 74
		SP:Iteration 23Q (93162.740000 sec): 3 clusters
  Score: Raw -419642.301827 + Penalty 2676.922730 = -416965.379097
  nChanged 60
		SP:Iteration 24Q (93162.800000 sec): 3 clusters
  Score: Raw -419685.626008 + Penalty 2676.922730 = -417008.703278
  nChanged 53
		SP:Iteration 25Q (93162.870000 sec): 3 clusters
  Score: Raw -419722.876325 + Penalty 2676.922730 = -417045.953595
  nChanged 32
		SP:Iteration 26Q (93162.930000 sec): 3 clusters
  Score: Raw -419744.675980 + Penalty 2676.922730 = -417067.753251
  nChanged 23
		SP:Iteration 27Q (93162.990000 sec): 3 clusters
  Score: Raw -419755.215926 + Penalty 2676.922730 = -417078.293196
  nChanged 19
		SP:Iteration 28Q (93163.060000 sec): 3 clusters
  Score: Raw -419763.398478 + Penalty 2676.922730 = -417086.475748
  nChanged 9
		SP:Iteration 29Q (93163.120000 sec): 3 clusters
  Score: Raw -419768.870993 + Penalty 2676.922730 = -417091.948263
  nChanged 13
		SP:Iteration 30Q (93163.190000 sec): 3 clusters
  Score: Raw -419775.588990 + Penalty 2676.922730 = -417098.666260
  nChanged 11
		SP:Iteration 31Q (93163.250000 sec): 3 clusters
  Score: Raw -419778.830508 + Penalty 2676.922730 = -417101.907778
  nChanged 6
		SP:Iteration 32Q (93163.320000 sec): 3 clusters
  Score: Raw -419781.284171 + Penalty 2676.922730 = -417104.361441
  nChanged 3
		SP:Iteration 33Q (93163.380000 sec): 3 clusters
  Score: Raw -419782.014385 + Penalty 2676.922730 = -417105.091655
  nChanged 2
		SP:Iteration 34Q (93163.450000 sec): 3 clusters
  Score: Raw -419782.561723 + Penalty 2676.922730 = -417105.638993
  nChanged 1
		SP:Iteration 35Q (93163.510000 sec): 3 clusters
  Score: Raw -419782.732252 + Penalty 2676.922730 = -417105.809523
  nChanged 0
		SP:Iteration 36F (93163.580000 sec): 3 clusters
  Score: Raw -419782.732252 + Penalty 2676.922730 = -417105.809523
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 43 (4587 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93163.650000 sec): 2 clusters
  Score: Raw -484109.467441 + Penalty 1370.034493 = -482739.432948
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93163.740000 sec): 3 clusters
  Score: Raw -481796.351430 + Penalty 2740.068986 = -479056.282444
  nChanged 1852
		SP:Iteration 1F (93163.830000 sec): 3 clusters
  Score: Raw -483033.143885 + Penalty 2740.068986 = -480293.074899
  nChanged 475
		SP:Iteration 2F (93163.910000 sec): 3 clusters
  Score: Raw -483420.432308 + Penalty 2740.068986 = -480680.363322
  nChanged 311
		SP:Iteration 3F (93163.990000 sec): 3 clusters
  Score: Raw -483655.814977 + Penalty 2740.068986 = -480915.745991
  nChanged 243
		SP:Iteration 4F (93164.070000 sec): 3 clusters
  Score: Raw -483841.448770 + Penalty 2740.068986 = -481101.379784
  nChanged 213
		SP:Iteration 5Q (93164.150000 sec): 3 clusters
  Score: Raw -483999.116456 + Penalty 2740.068986 = -481259.047471
  nChanged 174
		SP:Iteration 6Q (93164.230000 sec): 3 clusters
  Score: Raw -484110.538711 + Penalty 2740.068986 = -481370.469725
  nChanged 118
		SP:Iteration 7Q (93164.320000 sec): 3 clusters
  Score: Raw -484169.270885 + Penalty 2740.068986 = -481429.201900
  nChanged 97
		SP:Iteration 8Q (93164.400000 sec): 3 clusters
  Score: Raw -484207.959955 + Penalty 2740.068986 = -481467.890969
  nChanged 76
		SP:Iteration 9Q (93164.480000 sec): 3 clusters
  Score: Raw -484237.367600 + Penalty 2740.068986 = -481497.298615
  nChanged 64
		SP:Iteration 10Q (93164.560000 sec): 3 clusters
  Score: Raw -484265.185960 + Penalty 2740.068986 = -481525.116975
  nChanged 54
		SP:Iteration 11Q (93164.640000 sec): 3 clusters
  Score: Raw -484281.375676 + Penalty 2740.068986 = -481541.306690
  nChanged 32
		SP:Iteration 12Q (93164.730000 sec): 3 clusters
  Score: Raw -484294.126087 + Penalty 2740.068986 = -481554.057101
  nChanged 28
		SP:Iteration 13Q (93164.810000 sec): 3 clusters
  Score: Raw -484309.473453 + Penalty 2740.068986 = -481569.404468
  nChanged 41
		SP:Iteration 14Q (93164.890000 sec): 3 clusters
  Score: Raw -484330.470300 + Penalty 2740.068986 = -481590.401314
  nChanged 44
		SP:Iteration 15Q (93164.970000 sec): 3 clusters
  Score: Raw -484345.558277 + Penalty 2740.068986 = -481605.489291
  nChanged 48
		SP:Iteration 16Q (93165.050000 sec): 3 clusters
  Score: Raw -484361.267410 + Penalty 2740.068986 = -481621.198424
  nChanged 33
		SP:Iteration 17Q (93165.130000 sec): 3 clusters
  Score: Raw -484372.396827 + Penalty 2740.068986 = -481632.327841
  nChanged 27
		SP:Iteration 18Q (93165.210000 sec): 3 clusters
  Score: Raw -484382.464883 + Penalty 2740.068986 = -481642.395897
  nChanged 28
		SP:Iteration 19Q (93165.290000 sec): 3 clusters
  Score: Raw -484395.196959 + Penalty 2740.068986 = -481655.127973
  nChanged 41
		SP:Iteration 20F (93165.380000 sec): 3 clusters
  Score: Raw -484417.762279 + Penalty 2740.068986 = -481677.693294
  nChanged 36
		SP:Iteration 21Q (93165.460000 sec): 3 clusters
  Score: Raw -484430.022455 + Penalty 2740.068986 = -481689.953469
  nChanged 38
		SP:Iteration 22Q (93165.540000 sec): 3 clusters
  Score: Raw -484442.364001 + Penalty 2740.068986 = -481702.295015
  nChanged 33
		SP:Iteration 23Q (93165.620000 sec): 3 clusters
  Score: Raw -484452.947500 + Penalty 2740.068986 = -481712.878514
  nChanged 26
		SP:Iteration 24Q (93165.700000 sec): 3 clusters
  Score: Raw -484463.331373 + Penalty 2740.068986 = -481723.262387
  nChanged 27
		SP:Iteration 25Q (93165.780000 sec): 3 clusters
  Score: Raw -484474.728812 + Penalty 2740.068986 = -481734.659827
  nChanged 32
		SP:Iteration 26Q (93165.860000 sec): 3 clusters
  Score: Raw -484487.041910 + Penalty 2740.068986 = -481746.972925
  nChanged 28
		SP:Iteration 27Q (93165.940000 sec): 3 clusters
  Score: Raw -484499.572969 + Penalty 2740.068986 = -481759.503984
  nChanged 37
		SP:Iteration 28Q (93166.020000 sec): 3 clusters
  Score: Raw -484513.438071 + Penalty 2740.068986 = -481773.369085
  nChanged 24
		SP:Iteration 29Q (93166.100000 sec): 3 clusters
  Score: Raw -484522.512059 + Penalty 2740.068986 = -481782.443074
  nChanged 18
		SP:Iteration 30Q (93166.180000 sec): 3 clusters
  Score: Raw -484527.972340 + Penalty 2740.068986 = -481787.903354
  nChanged 15
		SP:Iteration 31Q (93166.270000 sec): 3 clusters
  Score: Raw -484532.246284 + Penalty 2740.068986 = -481792.177298
  nChanged 9
		SP:Iteration 32Q (93166.350000 sec): 3 clusters
  Score: Raw -484534.949954 + Penalty 2740.068986 = -481794.880968
  nChanged 10
		SP:Iteration 33Q (93166.430000 sec): 3 clusters
  Score: Raw -484538.256319 + Penalty 2740.068986 = -481798.187333
  nChanged 9
		SP:Iteration 34Q (93166.510000 sec): 3 clusters
  Score: Raw -484546.114726 + Penalty 2740.068986 = -481806.045740
  nChanged 21
		SP:Iteration 35Q (93166.590000 sec): 3 clusters
  Score: Raw -484553.991536 + Penalty 2740.068986 = -481813.922550
  nChanged 16
		SP:Iteration 36Q (93166.670000 sec): 3 clusters
  Score: Raw -484560.491984 + Penalty 2740.068986 = -481820.422999
  nChanged 17
		SP:Iteration 37Q (93166.750000 sec): 3 clusters
  Score: Raw -484567.450236 + Penalty 2740.068986 = -481827.381250
  nChanged 19
		SP:Iteration 38Q (93166.830000 sec): 3 clusters
  Score: Raw -484573.729768 + Penalty 2740.068986 = -481833.660782
  nChanged 16
		SP:Iteration 39Q (93166.910000 sec): 3 clusters
  Score: Raw -484579.123018 + Penalty 2740.068986 = -481839.054033
  nChanged 14
		SP:Iteration 40F (93166.990000 sec): 3 clusters
  Score: Raw -484583.982765 + Penalty 2740.068986 = -481843.913779
  nChanged 8
		SP:Iteration 41Q (93167.070000 sec): 3 clusters
  Score: Raw -484586.166676 + Penalty 2740.068986 = -481846.097690
  nChanged 11
		SP:Iteration 42Q (93167.150000 sec): 3 clusters
  Score: Raw -484588.286917 + Penalty 2740.068986 = -481848.217931
  nChanged 7
		SP:Iteration 43Q (93167.230000 sec): 3 clusters
  Score: Raw -484590.190352 + Penalty 2740.068986 = -481850.121366
  nChanged 5
		SP:Iteration 44Q (93167.310000 sec): 3 clusters
  Score: Raw -484591.288863 + Penalty 2740.068986 = -481851.219877
  nChanged 1
		SP:Iteration 45Q (93167.390000 sec): 3 clusters
  Score: Raw -484591.496485 + Penalty 2740.068986 = -481851.427499
  nChanged 2
		SP:Iteration 46Q (93167.470000 sec): 3 clusters
  Score: Raw -484591.778695 + Penalty 2740.068986 = -481851.709710
  nChanged 0
		SP:Iteration 47F (93167.560000 sec): 3 clusters
  Score: Raw -484591.778695 + Penalty 2740.068986 = -481851.709710
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 44 (10881 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93167.680000 sec): 2 clusters
  Score: Raw -1245700.399390 + Penalty 1510.400682 = -1244189.998708
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93167.860000 sec): 3 clusters
  Score: Raw -1239515.551273 + Penalty 3020.801364 = -1236494.749909
  nChanged 4773
		SP:Iteration 1F (93168.000000 sec): 3 clusters
  Score: Raw -1242345.197810 + Penalty 3020.801364 = -1239324.396446
  nChanged 803
		SP:Iteration 2F (93168.140000 sec): 3 clusters
  Score: Raw -1242865.356275 + Penalty 3020.801364 = -1239844.554911
  nChanged 760
		SP:Iteration 3F (93168.310000 sec): 3 clusters
  Score: Raw -1243353.563991 + Penalty 3020.801364 = -1240332.762627
  nChanged 732
		SP:Iteration 4F (93168.460000 sec): 3 clusters
  Score: Raw -1243863.171842 + Penalty 3020.801364 = -1240842.370477
  nChanged 766
		SP:Iteration 5F (93168.620000 sec): 3 clusters
  Score: Raw -1244475.160948 + Penalty 3020.801364 = -1241454.359584
  nChanged 766
		SP:Iteration 6F (93168.780000 sec): 3 clusters
  Score: Raw -1245162.385152 + Penalty 3020.801364 = -1242141.583788
  nChanged 683
		SP:Iteration 7F (93168.930000 sec): 3 clusters
  Score: Raw -1245751.780084 + Penalty 3020.801364 = -1242730.978720
  nChanged 549
		SP:Iteration 8F (93169.120000 sec): 3 clusters
  Score: Raw -1246184.650222 + Penalty 3020.801364 = -1243163.848858
  nChanged 433
		SP:Iteration 9Q (93169.260000 sec): 3 clusters
  Score: Raw -1246486.787042 + Penalty 3020.801364 = -1243465.985678
  nChanged 308
		SP:Iteration 10Q (93169.420000 sec): 3 clusters
  Score: Raw -1246677.735518 + Penalty 3020.801364 = -1243656.934154
  nChanged 224
		SP:Iteration 11Q (93169.580000 sec): 3 clusters
  Score: Raw -1246801.026333 + Penalty 3020.801364 = -1243780.224969
  nChanged 177
		SP:Iteration 12Q (93169.720000 sec): 3 clusters
  Score: Raw -1246905.361877 + Penalty 3020.801364 = -1243884.560513
  nChanged 143
		SP:Iteration 13Q (93169.900000 sec): 3 clusters
  Score: Raw -1247010.108726 + Penalty 3020.801364 = -1243989.307362
  nChanged 130
		SP:Iteration 14Q (93170.050000 sec): 3 clusters
  Score: Raw -1247095.186823 + Penalty 3020.801364 = -1244074.385459
  nChanged 86
		SP:Iteration 15Q (93170.200000 sec): 3 clusters
  Score: Raw -1247141.996891 + Penalty 3020.801364 = -1244121.195527
  nChanged 78
		SP:Iteration 16Q (93170.380000 sec): 3 clusters
  Score: Raw -1247176.785203 + Penalty 3020.801364 = -1244155.983839
  nChanged 72
		SP:Iteration 17Q (93170.520000 sec): 3 clusters
  Score: Raw -1247204.786749 + Penalty 3020.801364 = -1244183.985385
  nChanged 57
		SP:Iteration 18Q (93170.670000 sec): 3 clusters
  Score: Raw -1247222.824570 + Penalty 3020.801364 = -1244202.023206
  nChanged 38
		SP:Iteration 19Q (93170.840000 sec): 3 clusters
  Score: Raw -1247239.221647 + Penalty 3020.801364 = -1244218.420283
  nChanged 40
		SP:Iteration 20F (93170.980000 sec): 3 clusters
  Score: Raw -1247255.125713 + Penalty 3020.801364 = -1244234.324349
  nChanged 35
		SP:Iteration 21Q (93171.140000 sec): 3 clusters
  Score: Raw -1247272.841305 + Penalty 3020.801364 = -1244252.039941
  nChanged 36
		SP:Iteration 22Q (93171.290000 sec): 3 clusters
  Score: Raw -1247286.030682 + Penalty 3020.801364 = -1244265.229318
  nChanged 23
		SP:Iteration 23Q (93171.430000 sec): 3 clusters
  Score: Raw -1247293.954933 + Penalty 3020.801364 = -1244273.153569
  nChanged 14
		SP:Iteration 24Q (93171.600000 sec): 3 clusters
  Score: Raw -1247298.828097 + Penalty 3020.801364 = -1244278.026733
  nChanged 19
		SP:Iteration 25Q (93171.740000 sec): 3 clusters
  Score: Raw -1247305.322211 + Penalty 3020.801364 = -1244284.520847
  nChanged 25
		SP:Iteration 26Q (93171.890000 sec): 3 clusters
  Score: Raw -1247310.456265 + Penalty 3020.801364 = -1244289.654901
  nChanged 15
		SP:Iteration 27Q (93172.060000 sec): 3 clusters
  Score: Raw -1247314.224984 + Penalty 3020.801364 = -1244293.423620
  nChanged 11
		SP:Iteration 28Q (93172.200000 sec): 3 clusters
  Score: Raw -1247317.273207 + Penalty 3020.801364 = -1244296.471843
  nChanged 12
		SP:Iteration 29Q (93172.350000 sec): 3 clusters
  Score: Raw -1247319.057946 + Penalty 3020.801364 = -1244298.256582
  nChanged 5
		SP:Iteration 30Q (93172.520000 sec): 3 clusters
  Score: Raw -1247319.575934 + Penalty 3020.801364 = -1244298.774569
  nChanged 1
		SP:Iteration 31Q (93172.670000 sec): 3 clusters
  Score: Raw -1247319.703190 + Penalty 3020.801364 = -1244298.901826
  nChanged 3
		SP:Iteration 32Q (93172.810000 sec): 3 clusters
  Score: Raw -1247320.328999 + Penalty 3020.801364 = -1244299.527635
  nChanged 1
		SP:Iteration 33Q (93172.990000 sec): 3 clusters
  Score: Raw -1247320.476635 + Penalty 3020.801364 = -1244299.675271
  nChanged 1
		SP:Iteration 34Q (93173.130000 sec): 3 clusters
  Score: Raw -1247320.604375 + Penalty 3020.801364 = -1244299.803011
  nChanged 2
		SP:Iteration 35Q (93173.280000 sec): 3 clusters
  Score: Raw -1247321.032441 + Penalty 3020.801364 = -1244300.231077
  nChanged 2
		SP:Iteration 36Q (93173.450000 sec): 3 clusters
  Score: Raw -1247321.292429 + Penalty 3020.801364 = -1244300.491065
  nChanged 3
		SP:Iteration 37Q (93173.590000 sec): 3 clusters
  Score: Raw -1247321.762540 + Penalty 3020.801364 = -1244300.961176
  nChanged 2
		SP:Iteration 38Q (93173.740000 sec): 3 clusters
  Score: Raw -1247321.919352 + Penalty 3020.801364 = -1244301.117987
  nChanged 0
		SP:Iteration 39F (93173.920000 sec): 3 clusters
  Score: Raw -1247321.919352 + Penalty 3020.801364 = -1244301.117987
  nChanged 0
  Score: Raw -119178992.240943 + Penalty 274544.754863 = -118904447.486081

Splitting cluster 44 changes total score from -118905063.952175 to -118904447.486081

 So it's not getting split.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 45 (2886 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93543.720000 sec): 2 clusters
  Score: Raw -336714.773897 + Penalty 1294.739345 = -335420.034552
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93543.790000 sec): 3 clusters
  Score: Raw -335382.197906 + Penalty 2589.478690 = -332792.719216
  nChanged 1098
		SP:Iteration 1F (93543.860000 sec): 3 clusters
  Score: Raw -336104.055932 + Penalty 2589.478690 = -333514.577241
  nChanged 254
		SP:Iteration 2F (93543.920000 sec): 3 clusters
  Score: Raw -336287.922645 + Penalty 2589.478690 = -333698.443955
  nChanged 175
		SP:Iteration 3F (93543.970000 sec): 3 clusters
  Score: Raw -336422.332421 + Penalty 2589.478690 = -333832.853730
  nChanged 135
		SP:Iteration 4Q (93544.020000 sec): 3 clusters
  Score: Raw -336518.625150 + Penalty 2589.478690 = -333929.146460
  nChanged 108
		SP:Iteration 5Q (93544.080000 sec): 3 clusters
  Score: Raw -336592.350568 + Penalty 2589.478690 = -334002.871878
  nChanged 87
		SP:Iteration 6Q (93544.130000 sec): 3 clusters
  Score: Raw -336649.454955 + Penalty 2589.478690 = -334059.976264
  nChanged 71
		SP:Iteration 7Q (93544.180000 sec): 3 clusters
  Score: Raw -336697.387649 + Penalty 2589.478690 = -334107.908959
  nChanged 63
		SP:Iteration 8Q (93544.240000 sec): 3 clusters
  Score: Raw -336732.283048 + Penalty 2589.478690 = -334142.804358
  nChanged 51
		SP:Iteration 9Q (93544.290000 sec): 3 clusters
  Score: Raw -336761.168101 + Penalty 2589.478690 = -334171.689410
  nChanged 39
		SP:Iteration 10Q (93544.340000 sec): 3 clusters
  Score: Raw -336779.097514 + Penalty 2589.478690 = -334189.618824
  nChanged 41
		SP:Iteration 11Q (93544.400000 sec): 3 clusters
  Score: Raw -336801.728881 + Penalty 2589.478690 = -334212.250191
  nChanged 38
		SP:Iteration 12Q (93544.450000 sec): 3 clusters
  Score: Raw -336825.818615 + Penalty 2589.478690 = -334236.339925
  nChanged 41
		SP:Iteration 13Q (93544.500000 sec): 3 clusters
  Score: Raw -336849.178748 + Penalty 2589.478690 = -334259.700057
  nChanged 35
		SP:Iteration 14Q (93544.560000 sec): 3 clusters
  Score: Raw -336865.490070 + Penalty 2589.478690 = -334276.011379
  nChanged 24
		SP:Iteration 15Q (93544.610000 sec): 3 clusters
  Score: Raw -336877.380696 + Penalty 2589.478690 = -334287.902006
  nChanged 19
		SP:Iteration 16Q (93544.660000 sec): 3 clusters
  Score: Raw -336886.953563 + Penalty 2589.478690 = -334297.474873
  nChanged 24
		SP:Iteration 17Q (93544.720000 sec): 3 clusters
  Score: Raw -336900.460975 + Penalty 2589.478690 = -334310.982285
  nChanged 28
		SP:Iteration 18Q (93544.770000 sec): 3 clusters
  Score: Raw -336916.185418 + Penalty 2589.478690 = -334326.706728
  nChanged 26
		SP:Iteration 19Q (93544.820000 sec): 3 clusters
  Score: Raw -336928.681369 + Penalty 2589.478690 = -334339.202679
  nChanged 16
		SP:Iteration 20F (93544.880000 sec): 3 clusters
  Score: Raw -336936.912556 + Penalty 2589.478690 = -334347.433866
  nChanged 11
		SP:Iteration 21Q (93544.930000 sec): 3 clusters
  Score: Raw -336941.850602 + Penalty 2589.478690 = -334352.371911
  nChanged 11
		SP:Iteration 22Q (93544.980000 sec): 3 clusters
  Score: Raw -336945.305675 + Penalty 2589.478690 = -334355.826985
  nChanged 7
		SP:Iteration 23Q (93545.040000 sec): 3 clusters
  Score: Raw -336947.830824 + Penalty 2589.478690 = -334358.352133
  nChanged 6
		SP:Iteration 24Q (93545.090000 sec): 3 clusters
  Score: Raw -336950.407483 + Penalty 2589.478690 = -334360.928793
  nChanged 5
		SP:Iteration 25Q (93545.140000 sec): 3 clusters
  Score: Raw -336952.225661 + Penalty 2589.478690 = -334362.746971
  nChanged 3
		SP:Iteration 26Q (93545.190000 sec): 3 clusters
  Score: Raw -336953.311932 + Penalty 2589.478690 = -334363.833242
  nChanged 0
		SP:Iteration 27F (93545.250000 sec): 3 clusters
  Score: Raw -336953.311932 + Penalty 2589.478690 = -334363.833242
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 46 (358 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93545.300000 sec): 2 clusters
  Score: Raw -40390.652857 + Penalty 955.586610 = -39435.066246
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93545.310000 sec): 3 clusters
  Score: Raw -40427.015026 + Penalty 1911.173221 = -38515.841806
  nChanged 64
		SP:Iteration 1F (93545.320000 sec): 3 clusters
  Score: Raw -40566.846184 + Penalty 1911.173221 = -38655.672963
  nChanged 22
		SP:Iteration 2F (93545.330000 sec): 3 clusters
  Score: Raw -40618.067459 + Penalty 1911.173221 = -38706.894238
  nChanged 11
		SP:Iteration 3Q (93545.340000 sec): 3 clusters
  Score: Raw -40639.803089 + Penalty 1911.173221 = -38728.629869
  nChanged 6
		SP:Iteration 4Q (93545.340000 sec): 3 clusters
  Score: Raw -40653.119885 + Penalty 1911.173221 = -38741.946665
  nChanged 1
		SP:Iteration 5Q (93545.350000 sec): 3 clusters
  Score: Raw -40655.363148 + Penalty 1911.173221 = -38744.189928
  nChanged 0
		SP:Iteration 6F (93545.360000 sec): 3 clusters
  Score: Raw -40655.363148 + Penalty 1911.173221 = -38744.189928
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 47 (1151 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93545.420000 sec): 2 clusters
  Score: Raw -123183.649380 + Penalty 1145.362791 = -122038.286589
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93545.440000 sec): 3 clusters
  Score: Raw -122808.490180 + Penalty 2290.725583 = -120517.764597
  nChanged 382
		SP:Iteration 1F (93545.460000 sec): 3 clusters
  Score: Raw -123257.724551 + Penalty 2290.725583 = -120966.998968
  nChanged 123
		SP:Iteration 2F (93545.490000 sec): 3 clusters
  Score: Raw -123522.935606 + Penalty 2290.725583 = -121232.210023
  nChanged 96
		SP:Iteration 3F (93545.510000 sec): 3 clusters
  Score: Raw -123749.012438 + Penalty 2290.725583 = -121458.286855
  nChanged 65
		SP:Iteration 4F (93545.530000 sec): 3 clusters
  Score: Raw -123869.902933 + Penalty 2290.725583 = -121579.177350
  nChanged 52
		SP:Iteration 5Q (93545.550000 sec): 3 clusters
  Score: Raw -123968.998792 + Penalty 2290.725583 = -121678.273209
  nChanged 31
		SP:Iteration 6Q (93545.580000 sec): 3 clusters
  Score: Raw -124018.464166 + Penalty 2290.725583 = -121727.738583
  nChanged 25
		SP:Iteration 7Q (93545.600000 sec): 3 clusters
  Score: Raw -124059.043701 + Penalty 2290.725583 = -121768.318118
  nChanged 23
		SP:Iteration 8Q (93545.620000 sec): 3 clusters
  Score: Raw -124135.104091 + Penalty 2290.725583 = -121844.378508
  nChanged 23
		SP:Iteration 9Q (93545.640000 sec): 3 clusters
  Score: Raw -124186.417554 + Penalty 2290.725583 = -121895.691971
  nChanged 20
		SP:Iteration 10Q (93545.660000 sec): 3 clusters
  Score: Raw -124233.671931 + Penalty 2290.725583 = -121942.946348
  nChanged 17
		SP:Iteration 11Q (93545.680000 sec): 3 clusters
  Score: Raw -124256.494835 + Penalty 2290.725583 = -121965.769252
  nChanged 10
		SP:Iteration 12Q (93545.700000 sec): 3 clusters
  Score: Raw -124267.416167 + Penalty 2290.725583 = -121976.690584
  nChanged 4
		SP:Iteration 13Q (93545.720000 sec): 3 clusters
  Score: Raw -124270.709735 + Penalty 2290.725583 = -121979.984152
  nChanged 6
		SP:Iteration 14Q (93545.740000 sec): 3 clusters
  Score: Raw -124277.166493 + Penalty 2290.725583 = -121986.440911
  nChanged 2
		SP:Iteration 15Q (93545.760000 sec): 3 clusters
  Score: Raw -124279.228041 + Penalty 2290.725583 = -121988.502458
  nChanged 1
		SP:Iteration 16Q (93545.790000 sec): 3 clusters
  Score: Raw -124279.968271 + Penalty 2290.725583 = -121989.242688
  nChanged 1
		SP:Iteration 17Q (93545.810000 sec): 3 clusters
  Score: Raw -124280.525946 + Penalty 2290.725583 = -121989.800363
  nChanged 0
		SP:Iteration 18F (93545.830000 sec): 3 clusters
  Score: Raw -124280.525946 + Penalty 2290.725583 = -121989.800363
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 48 (4541 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93545.920000 sec): 2 clusters
  Score: Raw -539099.316894 + Penalty 1368.396661 = -537730.920233
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93546.000000 sec): 3 clusters
  Score: Raw -536788.861453 + Penalty 2736.793323 = -534052.068130
  nChanged 1810
		SP:Iteration 1F (93546.090000 sec): 3 clusters
  Score: Raw -537835.476285 + Penalty 2736.793323 = -535098.682963
  nChanged 336
		SP:Iteration 2F (93546.180000 sec): 3 clusters
  Score: Raw -538054.788930 + Penalty 2736.793323 = -535317.995608
  nChanged 274
		SP:Iteration 3F (93546.270000 sec): 3 clusters
  Score: Raw -538235.001100 + Penalty 2736.793323 = -535498.207777
  nChanged 215
		SP:Iteration 4Q (93546.360000 sec): 3 clusters
  Score: Raw -538382.330290 + Penalty 2736.793323 = -535645.536967
  nChanged 218
		SP:Iteration 5Q (93546.440000 sec): 3 clusters
  Score: Raw -538527.671638 + Penalty 2736.793323 = -535790.878315
  nChanged 184
		SP:Iteration 6Q (93546.530000 sec): 3 clusters
  Score: Raw -538637.634081 + Penalty 2736.793323 = -535900.840758
  nChanged 159
		SP:Iteration 7Q (93546.620000 sec): 3 clusters
  Score: Raw -538737.059473 + Penalty 2736.793323 = -536000.266151
  nChanged 153
		SP:Iteration 8Q (93546.700000 sec): 3 clusters
  Score: Raw -538835.123597 + Penalty 2736.793323 = -536098.330274
  nChanged 153
		SP:Iteration 9Q (93546.790000 sec): 3 clusters
  Score: Raw -538944.327573 + Penalty 2736.793323 = -536207.534251
  nChanged 145
		SP:Iteration 10Q (93546.880000 sec): 3 clusters
  Score: Raw -539048.814822 + Penalty 2736.793323 = -536312.021500
  nChanged 132
		SP:Iteration 11Q (93546.960000 sec): 3 clusters
  Score: Raw -539127.501258 + Penalty 2736.793323 = -536390.707936
  nChanged 104
		SP:Iteration 12Q (93547.050000 sec): 3 clusters
  Score: Raw -539182.457409 + Penalty 2736.793323 = -536445.664086
  nChanged 92
		SP:Iteration 13Q (93547.140000 sec): 3 clusters
  Score: Raw -539231.265247 + Penalty 2736.793323 = -536494.471925
  nChanged 67
		SP:Iteration 14Q (93547.220000 sec): 3 clusters
  Score: Raw -539264.154326 + Penalty 2736.793323 = -536527.361003
  nChanged 61
		SP:Iteration 15Q (93547.310000 sec): 3 clusters
  Score: Raw -539284.237143 + Penalty 2736.793323 = -536547.443821
  nChanged 32
		SP:Iteration 16Q (93547.400000 sec): 3 clusters
  Score: Raw -539294.967220 + Penalty 2736.793323 = -536558.173897
  nChanged 34
		SP:Iteration 17Q (93547.480000 sec): 3 clusters
  Score: Raw -539303.838862 + Penalty 2736.793323 = -536567.045539
  nChanged 24
		SP:Iteration 18Q (93547.570000 sec): 3 clusters
  Score: Raw -539311.498761 + Penalty 2736.793323 = -536574.705438
  nChanged 22
		SP:Iteration 19Q (93547.650000 sec): 3 clusters
  Score: Raw -539317.266545 + Penalty 2736.793323 = -536580.473222
  nChanged 14
		SP:Iteration 20F (93547.740000 sec): 3 clusters
  Score: Raw -539320.882299 + Penalty 2736.793323 = -536584.088976
  nChanged 12
		SP:Iteration 21Q (93547.830000 sec): 3 clusters
  Score: Raw -539323.662665 + Penalty 2736.793323 = -536586.869342
  nChanged 13
		SP:Iteration 22Q (93547.910000 sec): 3 clusters
  Score: Raw -539326.256035 + Penalty 2736.793323 = -536589.462713
  nChanged 9
		SP:Iteration 23Q (93548.000000 sec): 3 clusters
  Score: Raw -539328.422646 + Penalty 2736.793323 = -536591.629323
  nChanged 7
		SP:Iteration 24Q (93548.080000 sec): 3 clusters
  Score: Raw -539329.632023 + Penalty 2736.793323 = -536592.838701
  nChanged 3
		SP:Iteration 25Q (93548.170000 sec): 3 clusters
  Score: Raw -539330.490174 + Penalty 2736.793323 = -536593.696851
  nChanged 4
		SP:Iteration 26Q (93548.260000 sec): 3 clusters
  Score: Raw -539331.478535 + Penalty 2736.793323 = -536594.685213
  nChanged 3
		SP:Iteration 27Q (93548.340000 sec): 3 clusters
  Score: Raw -539332.061727 + Penalty 2736.793323 = -536595.268404
  nChanged 5
		SP:Iteration 28Q (93548.420000 sec): 3 clusters
  Score: Raw -539333.349812 + Penalty 2736.793323 = -536596.556489
  nChanged 4
		SP:Iteration 29Q (93548.510000 sec): 3 clusters
  Score: Raw -539334.600569 + Penalty 2736.793323 = -536597.807246
  nChanged 5
		SP:Iteration 30Q (93548.600000 sec): 3 clusters
  Score: Raw -539335.488357 + Penalty 2736.793323 = -536598.695034
  nChanged 5
		SP:Iteration 31Q (93548.680000 sec): 3 clusters
  Score: Raw -539337.223906 + Penalty 2736.793323 = -536600.430584
  nChanged 7
		SP:Iteration 32Q (93548.770000 sec): 3 clusters
  Score: Raw -539339.321843 + Penalty 2736.793323 = -536602.528520
  nChanged 11
		SP:Iteration 33Q (93548.850000 sec): 3 clusters
  Score: Raw -539342.427277 + Penalty 2736.793323 = -536605.633954
  nChanged 14
		SP:Iteration 34Q (93548.940000 sec): 3 clusters
  Score: Raw -539348.143474 + Penalty 2736.793323 = -536611.350151
  nChanged 9
		SP:Iteration 35Q (93549.020000 sec): 3 clusters
  Score: Raw -539351.370332 + Penalty 2736.793323 = -536614.577009
  nChanged 9
		SP:Iteration 36Q (93549.110000 sec): 3 clusters
  Score: Raw -539353.311895 + Penalty 2736.793323 = -536616.518573
  nChanged 12
		SP:Iteration 37Q (93549.200000 sec): 3 clusters
  Score: Raw -539355.819425 + Penalty 2736.793323 = -536619.026103
  nChanged 10
		SP:Iteration 38Q (93549.280000 sec): 3 clusters
  Score: Raw -539359.526795 + Penalty 2736.793323 = -536622.733472
  nChanged 12
		SP:Iteration 39Q (93549.370000 sec): 3 clusters
  Score: Raw -539364.357535 + Penalty 2736.793323 = -536627.564212
  nChanged 7
		SP:Iteration 40F (93549.460000 sec): 3 clusters
  Score: Raw -539365.755500 + Penalty 2736.793323 = -536628.962178
  nChanged 6
		SP:Iteration 41Q (93549.540000 sec): 3 clusters
  Score: Raw -539366.970103 + Penalty 2736.793323 = -536630.176780
  nChanged 8
		SP:Iteration 42Q (93549.630000 sec): 3 clusters
  Score: Raw -539368.447509 + Penalty 2736.793323 = -536631.654186
  nChanged 7
		SP:Iteration 43Q (93549.710000 sec): 3 clusters
  Score: Raw -539370.039674 + Penalty 2736.793323 = -536633.246351
  nChanged 8
		SP:Iteration 44Q (93549.800000 sec): 3 clusters
  Score: Raw -539371.764656 + Penalty 2736.793323 = -536634.971333
  nChanged 7
		SP:Iteration 45Q (93549.880000 sec): 3 clusters
  Score: Raw -539373.220429 + Penalty 2736.793323 = -536636.427106
  nChanged 9
		SP:Iteration 46Q (93549.970000 sec): 3 clusters
  Score: Raw -539376.053311 + Penalty 2736.793323 = -536639.259989
  nChanged 7
		SP:Iteration 47Q (93550.050000 sec): 3 clusters
  Score: Raw -539377.642405 + Penalty 2736.793323 = -536640.849083
  nChanged 7
		SP:Iteration 48Q (93550.140000 sec): 3 clusters
  Score: Raw -539378.802944 + Penalty 2736.793323 = -536642.009621
  nChanged 7
		SP:Iteration 49Q (93550.220000 sec): 3 clusters
  Score: Raw -539380.551915 + Penalty 2736.793323 = -536643.758592
  nChanged 5
		SP:Iteration 50Q (93550.310000 sec): 3 clusters
  Score: Raw -539381.583192 + Penalty 2736.793323 = -536644.789869
  nChanged 3
		SP:Iteration 51Q (93550.400000 sec): 3 clusters
  Score: Raw -539382.454679 + Penalty 2736.793323 = -536645.661356
  nChanged 4
		SP:Iteration 52Q (93550.480000 sec): 3 clusters
  Score: Raw -539384.041094 + Penalty 2736.793323 = -536647.247771
  nChanged 4
		SP:Iteration 53Q (93550.570000 sec): 3 clusters
  Score: Raw -539385.159595 + Penalty 2736.793323 = -536648.366272
  nChanged 2
		SP:Iteration 54Q (93550.650000 sec): 3 clusters
  Score: Raw -539385.553086 + Penalty 2736.793323 = -536648.759764
  nChanged 0
		SP:Iteration 55F (93550.740000 sec): 3 clusters
  Score: Raw -539385.553086 + Penalty 2736.793323 = -536648.759764
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 49 (351 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93550.800000 sec): 2 clusters
  Score: Raw -41496.594309 + Penalty 952.377761 = -40544.216548
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93550.800000 sec): 3 clusters
  Score: Raw -41533.527650 + Penalty 1904.755523 = -39628.772128
  nChanged 70
		SP:Iteration 1F (93550.810000 sec): 3 clusters
  Score: Raw -41661.733935 + Penalty 1904.755523 = -39756.978412
  nChanged 17
		SP:Iteration 2Q (93550.820000 sec): 3 clusters
  Score: Raw -41686.566781 + Penalty 1904.755523 = -39781.811259
  nChanged 4
		SP:Iteration 3Q (93550.830000 sec): 3 clusters
  Score: Raw -41696.890684 + Penalty 1904.755523 = -39792.135162
  nChanged 4
		SP:Iteration 4Q (93550.840000 sec): 3 clusters
  Score: Raw -41703.503402 + Penalty 1904.755523 = -39798.747879
  nChanged 0
		SP:Iteration 5F (93550.840000 sec): 3 clusters
  Score: Raw -41703.503402 + Penalty 1904.755523 = -39798.747879
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 50 (1947 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93550.910000 sec): 2 clusters
  Score: Raw -217148.749512 + Penalty 1230.782313 = -215917.967199
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93550.950000 sec): 3 clusters
  Score: Raw -216329.618456 + Penalty 2461.564627 = -213868.053829
  nChanged 682
		SP:Iteration 1F (93550.980000 sec): 3 clusters
  Score: Raw -216768.781225 + Penalty 2461.564627 = -214307.216598
  nChanged 186
		SP:Iteration 2F (93551.020000 sec): 3 clusters
  Score: Raw -216967.743566 + Penalty 2461.564627 = -214506.178939
  nChanged 139
		SP:Iteration 3F (93551.060000 sec): 3 clusters
  Score: Raw -217122.994167 + Penalty 2461.564627 = -214661.429540
  nChanged 108
		SP:Iteration 4F (93551.090000 sec): 3 clusters
  Score: Raw -217212.851661 + Penalty 2461.564627 = -214751.287034
  nChanged 63
		SP:Iteration 5Q (93551.130000 sec): 3 clusters
  Score: Raw -217261.091773 + Penalty 2461.564627 = -214799.527146
  nChanged 48
		SP:Iteration 6Q (93551.160000 sec): 3 clusters
  Score: Raw -217303.676807 + Penalty 2461.564627 = -214842.112180
  nChanged 38
		SP:Iteration 7Q (93551.200000 sec): 3 clusters
  Score: Raw -217340.428479 + Penalty 2461.564627 = -214878.863853
  nChanged 55
		SP:Iteration 8Q (93551.240000 sec): 3 clusters
  Score: Raw -217392.508384 + Penalty 2461.564627 = -214930.943757
  nChanged 52
		SP:Iteration 9Q (93551.270000 sec): 3 clusters
  Score: Raw -217438.303754 + Penalty 2461.564627 = -214976.739127
  nChanged 38
		SP:Iteration 10Q (93551.310000 sec): 3 clusters
  Score: Raw -217465.467844 + Penalty 2461.564627 = -215003.903218
  nChanged 30
		SP:Iteration 11Q (93551.340000 sec): 3 clusters
  Score: Raw -217483.337208 + Penalty 2461.564627 = -215021.772581
  nChanged 17
		SP:Iteration 12Q (93551.380000 sec): 3 clusters
  Score: Raw -217493.096099 + Penalty 2461.564627 = -215031.531472
  nChanged 10
		SP:Iteration 13Q (93551.410000 sec): 3 clusters
  Score: Raw -217497.640211 + Penalty 2461.564627 = -215036.075584
  nChanged 6
		SP:Iteration 14Q (93551.450000 sec): 3 clusters
  Score: Raw -217501.127427 + Penalty 2461.564627 = -215039.562800
  nChanged 6
		SP:Iteration 15Q (93551.480000 sec): 3 clusters
  Score: Raw -217504.428007 + Penalty 2461.564627 = -215042.863380
  nChanged 6
		SP:Iteration 16Q (93551.520000 sec): 3 clusters
  Score: Raw -217505.975218 + Penalty 2461.564627 = -215044.410591
  nChanged 5
		SP:Iteration 17Q (93551.560000 sec): 3 clusters
  Score: Raw -217507.702765 + Penalty 2461.564627 = -215046.138138
  nChanged 6
		SP:Iteration 18Q (93551.590000 sec): 3 clusters
  Score: Raw -217511.472606 + Penalty 2461.564627 = -215049.907980
  nChanged 8
		SP:Iteration 19Q (93551.630000 sec): 3 clusters
  Score: Raw -217514.367038 + Penalty 2461.564627 = -215052.802411
  nChanged 5
		SP:Iteration 20F (93551.670000 sec): 3 clusters
  Score: Raw -217516.688967 + Penalty 2461.564627 = -215055.124341
  nChanged 8
		SP:Iteration 21Q (93551.700000 sec): 3 clusters
  Score: Raw -217525.207444 + Penalty 2461.564627 = -215063.642817
  nChanged 21
		SP:Iteration 22Q (93551.740000 sec): 3 clusters
  Score: Raw -217544.071303 + Penalty 2461.564627 = -215082.506676
  nChanged 25
		SP:Iteration 23Q (93551.770000 sec): 3 clusters
  Score: Raw -217572.406526 + Penalty 2461.564627 = -215110.841899
  nChanged 28
		SP:Iteration 24Q (93551.810000 sec): 3 clusters
  Score: Raw -217605.232239 + Penalty 2461.564627 = -215143.667612
  nChanged 29
		SP:Iteration 25Q (93551.840000 sec): 3 clusters
  Score: Raw -217642.557938 + Penalty 2461.564627 = -215180.993311
  nChanged 29
		SP:Iteration 26Q (93551.880000 sec): 3 clusters
  Score: Raw -217685.565597 + Penalty 2461.564627 = -215224.000971
  nChanged 43
		SP:Iteration 27Q (93551.920000 sec): 3 clusters
  Score: Raw -217748.993325 + Penalty 2461.564627 = -215287.428698
  nChanged 33
		SP:Iteration 28Q (93551.950000 sec): 3 clusters
  Score: Raw -217784.655546 + Penalty 2461.564627 = -215323.090919
  nChanged 33
		SP:Iteration 29Q (93551.980000 sec): 3 clusters
  Score: Raw -217823.298967 + Penalty 2461.564627 = -215361.734340
  nChanged 35
		SP:Iteration 30Q (93552.020000 sec): 3 clusters
  Score: Raw -217853.741315 + Penalty 2461.564627 = -215392.176688
  nChanged 24
		SP:Iteration 31Q (93552.060000 sec): 3 clusters
  Score: Raw -217873.841191 + Penalty 2461.564627 = -215412.276564
  nChanged 23
		SP:Iteration 32Q (93552.090000 sec): 3 clusters
  Score: Raw -217894.093134 + Penalty 2461.564627 = -215432.528507
  nChanged 16
		SP:Iteration 33Q (93552.130000 sec): 3 clusters
  Score: Raw -217905.054644 + Penalty 2461.564627 = -215443.490018
  nChanged 16
		SP:Iteration 34Q (93552.160000 sec): 3 clusters
  Score: Raw -217915.346866 + Penalty 2461.564627 = -215453.782239
  nChanged 11
		SP:Iteration 35Q (93552.200000 sec): 3 clusters
  Score: Raw -217920.232145 + Penalty 2461.564627 = -215458.667518
  nChanged 9
		SP:Iteration 36Q (93552.230000 sec): 3 clusters
  Score: Raw -217923.958547 + Penalty 2461.564627 = -215462.393920
  nChanged 7
		SP:Iteration 37Q (93552.260000 sec): 3 clusters
  Score: Raw -217927.595106 + Penalty 2461.564627 = -215466.030479
  nChanged 6
		SP:Iteration 38Q (93552.300000 sec): 3 clusters
  Score: Raw -217931.464892 + Penalty 2461.564627 = -215469.900266
  nChanged 5
		SP:Iteration 39Q (93552.340000 sec): 3 clusters
  Score: Raw -217934.596037 + Penalty 2461.564627 = -215473.031411
  nChanged 5
		SP:Iteration 40F (93552.370000 sec): 3 clusters
  Score: Raw -217938.019163 + Penalty 2461.564627 = -215476.454536
  nChanged 7
		SP:Iteration 41Q (93552.400000 sec): 3 clusters
  Score: Raw -217943.356556 + Penalty 2461.564627 = -215481.791930
  nChanged 4
		SP:Iteration 42Q (93552.440000 sec): 3 clusters
  Score: Raw -217944.623646 + Penalty 2461.564627 = -215483.059019
  nChanged 3
		SP:Iteration 43Q (93552.480000 sec): 3 clusters
  Score: Raw -217946.068965 + Penalty 2461.564627 = -215484.504338
  nChanged 3
		SP:Iteration 44Q (93552.510000 sec): 3 clusters
  Score: Raw -217948.309486 + Penalty 2461.564627 = -215486.744859
  nChanged 2
		SP:Iteration 45Q (93552.550000 sec): 3 clusters
  Score: Raw -217951.061103 + Penalty 2461.564627 = -215489.496476
  nChanged 1
		SP:Iteration 46Q (93552.580000 sec): 3 clusters
  Score: Raw -217951.273257 + Penalty 2461.564627 = -215489.708630
  nChanged 0
		SP:Iteration 47F (93552.620000 sec): 3 clusters
  Score: Raw -217951.273257 + Penalty 2461.564627 = -215489.708630
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 51 (2511 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93552.680000 sec): 2 clusters
  Score: Raw -299654.880059 + Penalty 1272.120908 = -298382.759151
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93552.730000 sec): 3 clusters
  Score: Raw -298488.433383 + Penalty 2544.241817 = -295944.191566
  nChanged 948
		SP:Iteration 1F (93552.780000 sec): 3 clusters
  Score: Raw -299106.916543 + Penalty 2544.241817 = -296562.674727
  nChanged 232
		SP:Iteration 2F (93552.830000 sec): 3 clusters
  Score: Raw -299279.263258 + Penalty 2544.241817 = -296735.021442
  nChanged 150
		SP:Iteration 3F (93552.870000 sec): 3 clusters
  Score: Raw -299396.196785 + Penalty 2544.241817 = -296851.954968
  nChanged 96
		SP:Iteration 4Q (93552.920000 sec): 3 clusters
  Score: Raw -299462.363326 + Penalty 2544.241817 = -296918.121509
  nChanged 76
		SP:Iteration 5Q (93552.960000 sec): 3 clusters
  Score: Raw -299509.309339 + Penalty 2544.241817 = -296965.067523
  nChanged 64
		SP:Iteration 6Q (93553.010000 sec): 3 clusters
  Score: Raw -299547.174721 + Penalty 2544.241817 = -297002.932904
  nChanged 53
		SP:Iteration 7Q (93553.060000 sec): 3 clusters
  Score: Raw -299576.361722 + Penalty 2544.241817 = -297032.119905
  nChanged 50
		SP:Iteration 8Q (93553.100000 sec): 3 clusters
  Score: Raw -299603.089100 + Penalty 2544.241817 = -297058.847284
  nChanged 56
		SP:Iteration 9Q (93553.140000 sec): 3 clusters
  Score: Raw -299633.161354 + Penalty 2544.241817 = -297088.919537
  nChanged 34
		SP:Iteration 10Q (93553.190000 sec): 3 clusters
  Score: Raw -299652.564796 + Penalty 2544.241817 = -297108.322979
  nChanged 33
		SP:Iteration 11Q (93553.240000 sec): 3 clusters
  Score: Raw -299668.330004 + Penalty 2544.241817 = -297124.088187
  nChanged 33
		SP:Iteration 12Q (93553.280000 sec): 3 clusters
  Score: Raw -299690.531945 + Penalty 2544.241817 = -297146.290128
  nChanged 40
		SP:Iteration 13Q (93553.320000 sec): 3 clusters
  Score: Raw -299713.546825 + Penalty 2544.241817 = -297169.305008
  nChanged 34
		SP:Iteration 14Q (93553.370000 sec): 3 clusters
  Score: Raw -299734.599648 + Penalty 2544.241817 = -297190.357831
  nChanged 33
		SP:Iteration 15Q (93553.420000 sec): 3 clusters
  Score: Raw -299748.782901 + Penalty 2544.241817 = -297204.541084
  nChanged 32
		SP:Iteration 16Q (93553.460000 sec): 3 clusters
  Score: Raw -299764.489140 + Penalty 2544.241817 = -297220.247323
  nChanged 32
		SP:Iteration 17Q (93553.510000 sec): 3 clusters
  Score: Raw -299781.588794 + Penalty 2544.241817 = -297237.346977
  nChanged 39
		SP:Iteration 18Q (93553.550000 sec): 3 clusters
  Score: Raw -299804.400469 + Penalty 2544.241817 = -297260.158652
  nChanged 37
		SP:Iteration 19Q (93553.590000 sec): 3 clusters
  Score: Raw -299821.531283 + Penalty 2544.241817 = -297277.289466
  nChanged 40
		SP:Iteration 20F (93553.640000 sec): 3 clusters
  Score: Raw -299847.468100 + Penalty 2544.241817 = -297303.226283
  nChanged 41
		SP:Iteration 21Q (93553.680000 sec): 3 clusters
  Score: Raw -299869.136102 + Penalty 2544.241817 = -297324.894286
  nChanged 38
		SP:Iteration 22Q (93553.730000 sec): 3 clusters
  Score: Raw -299890.060125 + Penalty 2544.241817 = -297345.818309
  nChanged 53
		SP:Iteration 23Q (93553.770000 sec): 3 clusters
  Score: Raw -299921.336862 + Penalty 2544.241817 = -297377.095045
  nChanged 51
		SP:Iteration 24Q (93553.820000 sec): 3 clusters
  Score: Raw -299945.395301 + Penalty 2544.241817 = -297401.153484
  nChanged 38
		SP:Iteration 25Q (93553.860000 sec): 3 clusters
  Score: Raw -299960.631321 + Penalty 2544.241817 = -297416.389504
  nChanged 27
		SP:Iteration 26Q (93553.910000 sec): 3 clusters
  Score: Raw -299975.039227 + Penalty 2544.241817 = -297430.797410
  nChanged 29
		SP:Iteration 27Q (93553.960000 sec): 3 clusters
  Score: Raw -299992.150108 + Penalty 2544.241817 = -297447.908291
  nChanged 27
		SP:Iteration 28Q (93554.000000 sec): 3 clusters
  Score: Raw -300005.935197 + Penalty 2544.241817 = -297461.693380
  nChanged 20
		SP:Iteration 29Q (93554.040000 sec): 3 clusters
  Score: Raw -300014.734555 + Penalty 2544.241817 = -297470.492738
  nChanged 17
		SP:Iteration 30Q (93554.090000 sec): 3 clusters
  Score: Raw -300022.178384 + Penalty 2544.241817 = -297477.936568
  nChanged 13
		SP:Iteration 31Q (93554.140000 sec): 3 clusters
  Score: Raw -300030.681224 + Penalty 2544.241817 = -297486.439407
  nChanged 15
		SP:Iteration 32Q (93554.180000 sec): 3 clusters
  Score: Raw -300039.371576 + Penalty 2544.241817 = -297495.129760
  nChanged 13
		SP:Iteration 33Q (93554.220000 sec): 3 clusters
  Score: Raw -300044.488599 + Penalty 2544.241817 = -297500.246782
  nChanged 10
		SP:Iteration 34Q (93554.270000 sec): 3 clusters
  Score: Raw -300047.777699 + Penalty 2544.241817 = -297503.535882
  nChanged 6
		SP:Iteration 35Q (93554.310000 sec): 3 clusters
  Score: Raw -300049.936463 + Penalty 2544.241817 = -297505.694646
  nChanged 9
		SP:Iteration 36Q (93554.360000 sec): 3 clusters
  Score: Raw -300054.629804 + Penalty 2544.241817 = -297510.387987
  nChanged 9
		SP:Iteration 37Q (93554.400000 sec): 3 clusters
  Score: Raw -300060.539833 + Penalty 2544.241817 = -297516.298016
  nChanged 14
		SP:Iteration 38Q (93554.450000 sec): 3 clusters
  Score: Raw -300067.002832 + Penalty 2544.241817 = -297522.761015
  nChanged 11
		SP:Iteration 39Q (93554.490000 sec): 3 clusters
  Score: Raw -300070.354133 + Penalty 2544.241817 = -297526.112317
  nChanged 5
		SP:Iteration 40F (93554.540000 sec): 3 clusters
  Score: Raw -300071.509954 + Penalty 2544.241817 = -297527.268137
  nChanged 4
		SP:Iteration 41Q (93554.580000 sec): 3 clusters
  Score: Raw -300073.740273 + Penalty 2544.241817 = -297529.498456
  nChanged 8
		SP:Iteration 42Q (93554.630000 sec): 3 clusters
  Score: Raw -300079.992750 + Penalty 2544.241817 = -297535.750934
  nChanged 14
		SP:Iteration 43Q (93554.670000 sec): 3 clusters
  Score: Raw -300085.918572 + Penalty 2544.241817 = -297541.676756
  nChanged 7
		SP:Iteration 44Q (93554.720000 sec): 3 clusters
  Score: Raw -300088.878906 + Penalty 2544.241817 = -297544.637089
  nChanged 6
		SP:Iteration 45Q (93554.760000 sec): 3 clusters
  Score: Raw -300090.467780 + Penalty 2544.241817 = -297546.225964
  nChanged 1
		SP:Iteration 46Q (93554.810000 sec): 3 clusters
  Score: Raw -300090.910666 + Penalty 2544.241817 = -297546.668850
  nChanged 1
		SP:Iteration 47Q (93554.850000 sec): 3 clusters
  Score: Raw -300091.284355 + Penalty 2544.241817 = -297547.042539
  nChanged 2
		SP:Iteration 48Q (93554.900000 sec): 3 clusters
  Score: Raw -300092.217731 + Penalty 2544.241817 = -297547.975914
  nChanged 1
		SP:Iteration 49Q (93554.940000 sec): 3 clusters
  Score: Raw -300092.481695 + Penalty 2544.241817 = -297548.239878
  nChanged 2
		SP:Iteration 50Q (93554.990000 sec): 3 clusters
  Score: Raw -300093.150035 + Penalty 2544.241817 = -297548.908218
  nChanged 2
		SP:Iteration 51Q (93555.030000 sec): 3 clusters
  Score: Raw -300093.637127 + Penalty 2544.241817 = -297549.395310
  nChanged 1
		SP:Iteration 52Q (93555.080000 sec): 3 clusters
  Score: Raw -300093.903019 + Penalty 2544.241817 = -297549.661202
  nChanged 2
		SP:Iteration 53Q (93555.120000 sec): 3 clusters
  Score: Raw -300095.236758 + Penalty 2544.241817 = -297550.994941
  nChanged 1
		SP:Iteration 54Q (93555.170000 sec): 3 clusters
  Score: Raw -300095.747313 + Penalty 2544.241817 = -297551.505496
  nChanged 2
		SP:Iteration 55Q (93555.210000 sec): 3 clusters
  Score: Raw -300096.426575 + Penalty 2544.241817 = -297552.184759
  nChanged 1
		SP:Iteration 56Q (93555.260000 sec): 3 clusters
  Score: Raw -300096.649554 + Penalty 2544.241817 = -297552.407737
  nChanged 1
		SP:Iteration 57Q (93555.300000 sec): 3 clusters
  Score: Raw -300096.952322 + Penalty 2544.241817 = -297552.710505
  nChanged 0
		SP:Iteration 58F (93555.350000 sec): 3 clusters
  Score: Raw -300096.952322 + Penalty 2544.241817 = -297552.710505
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 52 (14595 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93555.520000 sec): 2 clusters
  Score: Raw -1741221.141657 + Penalty 1558.120571 = -1739663.021086
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93555.720000 sec): 3 clusters
  Score: Raw -1732647.930660 + Penalty 3116.241142 = -1729531.689517
  nChanged 6492
		SP:Iteration 1F (93555.920000 sec): 3 clusters
  Score: Raw -1736194.683512 + Penalty 3116.241142 = -1733078.442370
  nChanged 794
		SP:Iteration 2F (93556.120000 sec): 3 clusters
  Score: Raw -1736472.995603 + Penalty 3116.241142 = -1733356.754460
  nChanged 670
		SP:Iteration 3Q (93556.310000 sec): 3 clusters
  Score: Raw -1736703.661610 + Penalty 3116.241142 = -1733587.420468
  nChanged 612
		SP:Iteration 4Q (93556.510000 sec): 3 clusters
  Score: Raw -1736912.248791 + Penalty 3116.241142 = -1733796.007649
  nChanged 599
		SP:Iteration 5Q (93556.710000 sec): 3 clusters
  Score: Raw -1737147.155252 + Penalty 3116.241142 = -1734030.914110
  nChanged 632
		SP:Iteration 6Q (93556.910000 sec): 3 clusters
  Score: Raw -1737386.592006 + Penalty 3116.241142 = -1734270.350864
  nChanged 622
		SP:Iteration 7Q (93557.100000 sec): 3 clusters
  Score: Raw -1737646.547391 + Penalty 3116.241142 = -1734530.306249
  nChanged 637
		SP:Iteration 8Q (93557.300000 sec): 3 clusters
  Score: Raw -1737941.993887 + Penalty 3116.241142 = -1734825.752745
  nChanged 660
		SP:Iteration 9Q (93557.500000 sec): 3 clusters
  Score: Raw -1738277.932837 + Penalty 3116.241142 = -1735161.691695
  nChanged 715
		SP:Iteration 10Q (93557.690000 sec): 3 clusters
  Score: Raw -1738712.307029 + Penalty 3116.241142 = -1735596.065887
  nChanged 770
		SP:Iteration 11F (93557.890000 sec): 3 clusters
  Score: Raw -1739228.305387 + Penalty 3116.241142 = -1736112.064245
  nChanged 750
		SP:Iteration 12F (93558.130000 sec): 3 clusters
  Score: Raw -1739797.640945 + Penalty 3116.241142 = -1736681.399803
  nChanged 640
		SP:Iteration 13Q (93558.330000 sec): 3 clusters
  Score: Raw -1740323.986344 + Penalty 3116.241142 = -1737207.745202
  nChanged 499
		SP:Iteration 14Q (93558.530000 sec): 3 clusters
  Score: Raw -1740753.112618 + Penalty 3116.241142 = -1737636.871476
  nChanged 320
		SP:Iteration 15Q (93558.720000 sec): 3 clusters
  Score: Raw -1741032.519639 + Penalty 3116.241142 = -1737916.278497
  nChanged 162
		SP:Iteration 16Q (93558.910000 sec): 3 clusters
  Score: Raw -1741171.878366 + Penalty 3116.241142 = -1738055.637224
  nChanged 96
		SP:Iteration 17Q (93559.130000 sec): 3 clusters
  Score: Raw -1741260.863438 + Penalty 3116.241142 = -1738144.622296
  nChanged 54
		SP:Iteration 18Q (93559.310000 sec): 3 clusters
  Score: Raw -1741309.192846 + Penalty 3116.241142 = -1738192.951704
  nChanged 32
		SP:Iteration 19Q (93559.540000 sec): 3 clusters
  Score: Raw -1741344.012355 + Penalty 3116.241142 = -1738227.771212
  nChanged 25
		SP:Iteration 20F (93559.730000 sec): 3 clusters
  Score: Raw -1741372.335515 + Penalty 3116.241142 = -1738256.094373
  nChanged 13
		SP:Iteration 21Q (93559.950000 sec): 3 clusters
  Score: Raw -1741387.451799 + Penalty 3116.241142 = -1738271.210656
  nChanged 8
		SP:Iteration 22Q (93560.130000 sec): 3 clusters
  Score: Raw -1741397.574329 + Penalty 3116.241142 = -1738281.333187
  nChanged 3
		SP:Iteration 23Q (93560.340000 sec): 3 clusters
  Score: Raw -1741400.589664 + Penalty 3116.241142 = -1738284.348522
  nChanged 3
		SP:Iteration 24Q (93560.560000 sec): 3 clusters
  Score: Raw -1741402.845870 + Penalty 3116.241142 = -1738286.604728
  nChanged 2
		SP:Iteration 25Q (93560.790000 sec): 3 clusters
  Score: Raw -1741405.202091 + Penalty 3116.241142 = -1738288.960948
  nChanged 2
		SP:Iteration 26Q (93560.970000 sec): 3 clusters
  Score: Raw -1741408.122124 + Penalty 3116.241142 = -1738291.880982
  nChanged 3
		SP:Iteration 27Q (93561.190000 sec): 3 clusters
  Score: Raw -1741412.451843 + Penalty 3116.241142 = -1738296.210701
  nChanged 2
		SP:Iteration 28Q (93561.370000 sec): 3 clusters
  Score: Raw -1741415.099066 + Penalty 3116.241142 = -1738298.857924
  nChanged 1
		SP:Iteration 29Q (93561.600000 sec): 3 clusters
  Score: Raw -1741415.850947 + Penalty 3116.241142 = -1738299.609805
  nChanged 0
		SP:Iteration 30F (93561.790000 sec): 3 clusters
  Score: Raw -1741415.850947 + Penalty 3116.241142 = -1738299.609805
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 53 (5581 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93561.870000 sec): 2 clusters
  Score: Raw -699442.474517 + Penalty 1401.907528 = -698040.566989
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93561.980000 sec): 3 clusters
  Score: Raw -696518.797926 + Penalty 2803.815057 = -693714.982870
  nChanged 2305
		SP:Iteration 1F (93562.070000 sec): 3 clusters
  Score: Raw -697746.228299 + Penalty 2803.815057 = -694942.413242
  nChanged 351
		SP:Iteration 2F (93562.170000 sec): 3 clusters
  Score: Raw -697892.621594 + Penalty 2803.815057 = -695088.806538
  nChanged 261
		SP:Iteration 3Q (93562.270000 sec): 3 clusters
  Score: Raw -698020.362695 + Penalty 2803.815057 = -695216.547638
  nChanged 281
		SP:Iteration 4F (93562.360000 sec): 3 clusters
  Score: Raw -698192.519467 + Penalty 2803.815057 = -695388.704411
  nChanged 326
		SP:Iteration 5F (93562.460000 sec): 3 clusters
  Score: Raw -698398.261693 + Penalty 2803.815057 = -695594.446637
  nChanged 305
		SP:Iteration 6F (93562.550000 sec): 3 clusters
  Score: Raw -698601.653717 + Penalty 2803.815057 = -695797.838661
  nChanged 263
		SP:Iteration 7Q (93562.650000 sec): 3 clusters
  Score: Raw -698767.293582 + Penalty 2803.815057 = -695963.478525
  nChanged 242
		SP:Iteration 8Q (93562.740000 sec): 3 clusters
  Score: Raw -698914.213360 + Penalty 2803.815057 = -696110.398303
  nChanged 186
		SP:Iteration 9Q (93562.840000 sec): 3 clusters
  Score: Raw -699027.717464 + Penalty 2803.815057 = -696223.902408
  nChanged 160
		SP:Iteration 10Q (93562.930000 sec): 3 clusters
  Score: Raw -699124.533444 + Penalty 2803.815057 = -696320.718387
  nChanged 125
		SP:Iteration 11Q (93563.030000 sec): 3 clusters
  Score: Raw -699206.519492 + Penalty 2803.815057 = -696402.704436
  nChanged 110
		SP:Iteration 12Q (93563.120000 sec): 3 clusters
  Score: Raw -699288.054003 + Penalty 2803.815057 = -696484.238947
  nChanged 92
		SP:Iteration 13Q (93563.210000 sec): 3 clusters
  Score: Raw -699355.005962 + Penalty 2803.815057 = -696551.190905
  nChanged 70
		SP:Iteration 14Q (93563.310000 sec): 3 clusters
  Score: Raw -699397.006289 + Penalty 2803.815057 = -696593.191232
  nChanged 54
		SP:Iteration 15Q (93563.400000 sec): 3 clusters
  Score: Raw -699429.278639 + Penalty 2803.815057 = -696625.463583
  nChanged 38
		SP:Iteration 16Q (93563.490000 sec): 3 clusters
  Score: Raw -699450.549212 + Penalty 2803.815057 = -696646.734155
  nChanged 35
		SP:Iteration 17Q (93563.590000 sec): 3 clusters
  Score: Raw -699470.327170 + Penalty 2803.815057 = -696666.512114
  nChanged 33
		SP:Iteration 18Q (93563.680000 sec): 3 clusters
  Score: Raw -699491.253443 + Penalty 2803.815057 = -696687.438387
  nChanged 34
		SP:Iteration 19Q (93563.770000 sec): 3 clusters
  Score: Raw -699511.713937 + Penalty 2803.815057 = -696707.898880
  nChanged 23
		SP:Iteration 20F (93563.870000 sec): 3 clusters
  Score: Raw -699523.115037 + Penalty 2803.815057 = -696719.299981
  nChanged 16
		SP:Iteration 21Q (93563.960000 sec): 3 clusters
  Score: Raw -699533.173838 + Penalty 2803.815057 = -696729.358782
  nChanged 16
		SP:Iteration 22Q (93564.050000 sec): 3 clusters
  Score: Raw -699545.538915 + Penalty 2803.815057 = -696741.723859
  nChanged 16
		SP:Iteration 23Q (93564.150000 sec): 3 clusters
  Score: Raw -699557.286491 + Penalty 2803.815057 = -696753.471434
  nChanged 13
		SP:Iteration 24Q (93564.240000 sec): 3 clusters
  Score: Raw -699567.004339 + Penalty 2803.815057 = -696763.189283
  nChanged 14
		SP:Iteration 25Q (93564.330000 sec): 3 clusters
  Score: Raw -699575.905846 + Penalty 2803.815057 = -696772.090790
  nChanged 7
		SP:Iteration 26Q (93564.420000 sec): 3 clusters
  Score: Raw -699579.947687 + Penalty 2803.815057 = -696776.132631
  nChanged 6
		SP:Iteration 27Q (93564.510000 sec): 3 clusters
  Score: Raw -699583.849908 + Penalty 2803.815057 = -696780.034851
  nChanged 6
		SP:Iteration 28Q (93564.600000 sec): 3 clusters
  Score: Raw -699586.881328 + Penalty 2803.815057 = -696783.066272
  nChanged 3
		SP:Iteration 29Q (93564.690000 sec): 3 clusters
  Score: Raw -699588.409876 + Penalty 2803.815057 = -696784.594820
  nChanged 3
		SP:Iteration 30Q (93564.790000 sec): 3 clusters
  Score: Raw -699589.991322 + Penalty 2803.815057 = -696786.176266
  nChanged 2
		SP:Iteration 31Q (93564.880000 sec): 3 clusters
  Score: Raw -699592.028045 + Penalty 2803.815057 = -696788.212988
  nChanged 1
		SP:Iteration 32Q (93564.970000 sec): 3 clusters
  Score: Raw -699592.858276 + Penalty 2803.815057 = -696789.043219
  nChanged 3
		SP:Iteration 33Q (93565.060000 sec): 3 clusters
  Score: Raw -699594.503162 + Penalty 2803.815057 = -696790.688105
  nChanged 2
		SP:Iteration 34Q (93565.150000 sec): 3 clusters
  Score: Raw -699595.748570 + Penalty 2803.815057 = -696791.933513
  nChanged 1
		SP:Iteration 35Q (93565.240000 sec): 3 clusters
  Score: Raw -699596.112318 + Penalty 2803.815057 = -696792.297262
  nChanged 0
		SP:Iteration 36F (93565.340000 sec): 3 clusters
  Score: Raw -699596.112318 + Penalty 2803.815057 = -696792.297262
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 54 (16535 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93565.520000 sec): 2 clusters
  Score: Raw -1911347.035800 + Penalty 1578.400627 = -1909768.635173
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93565.730000 sec): 3 clusters
  Score: Raw -1901625.417213 + Penalty 3156.801253 = -1898468.615960
  nChanged 7302
		SP:Iteration 1F (93565.940000 sec): 3 clusters
  Score: Raw -1905551.607095 + Penalty 3156.801253 = -1902394.805842
  nChanged 1056
		SP:Iteration 2F (93566.210000 sec): 3 clusters
  Score: Raw -1906108.911658 + Penalty 3156.801253 = -1902952.110405
  nChanged 1066
		SP:Iteration 3F (93566.410000 sec): 3 clusters
  Score: Raw -1906765.031789 + Penalty 3156.801253 = -1903608.230536
  nChanged 1090
		SP:Iteration 4F (93566.610000 sec): 3 clusters
  Score: Raw -1907477.722099 + Penalty 3156.801253 = -1904320.920846
  nChanged 1092
		SP:Iteration 5F (93566.830000 sec): 3 clusters
  Score: Raw -1908312.306903 + Penalty 3156.801253 = -1905155.505650
  nChanged 1074
		SP:Iteration 6F (93567.100000 sec): 3 clusters
  Score: Raw -1909233.213979 + Penalty 3156.801253 = -1906076.412726
  nChanged 959
		SP:Iteration 7F (93567.300000 sec): 3 clusters
  Score: Raw -1910105.995506 + Penalty 3156.801253 = -1906949.194253
  nChanged 766
		SP:Iteration 8Q (93567.500000 sec): 3 clusters
  Score: Raw -1910762.865051 + Penalty 3156.801253 = -1907606.063797
  nChanged 588
		SP:Iteration 9Q (93567.710000 sec): 3 clusters
  Score: Raw -1911208.262406 + Penalty 3156.801253 = -1908051.461153
  nChanged 408
		SP:Iteration 10Q (93567.970000 sec): 3 clusters
  Score: Raw -1911509.960238 + Penalty 3156.801253 = -1908353.158985
  nChanged 340
		SP:Iteration 11Q (93568.160000 sec): 3 clusters
  Score: Raw -1911739.245326 + Penalty 3156.801253 = -1908582.444073
  nChanged 271
		SP:Iteration 12Q (93568.350000 sec): 3 clusters
  Score: Raw -1911888.910329 + Penalty 3156.801253 = -1908732.109076
  nChanged 180
		SP:Iteration 13Q (93568.540000 sec): 3 clusters
  Score: Raw -1911988.573906 + Penalty 3156.801253 = -1908831.772653
  nChanged 148
		SP:Iteration 14Q (93568.730000 sec): 3 clusters
  Score: Raw -1912095.506829 + Penalty 3156.801253 = -1908938.705576
  nChanged 131
		SP:Iteration 15Q (93568.910000 sec): 3 clusters
  Score: Raw -1912192.445774 + Penalty 3156.801253 = -1909035.644521
  nChanged 97
		SP:Iteration 16Q (93569.100000 sec): 3 clusters
  Score: Raw -1912258.066898 + Penalty 3156.801253 = -1909101.265645
  nChanged 98
		SP:Iteration 17Q (93569.290000 sec): 3 clusters
  Score: Raw -1912310.577218 + Penalty 3156.801253 = -1909153.775965
  nChanged 75
		SP:Iteration 18Q (93569.480000 sec): 3 clusters
  Score: Raw -1912348.163899 + Penalty 3156.801253 = -1909191.362646
  nChanged 68
		SP:Iteration 19Q (93569.750000 sec): 3 clusters
  Score: Raw -1912375.539434 + Penalty 3156.801253 = -1909218.738181
  nChanged 59
		SP:Iteration 20F (93569.980000 sec): 3 clusters
  Score: Raw -1912396.582007 + Penalty 3156.801253 = -1909239.780754
  nChanged 45
		SP:Iteration 21Q (93570.170000 sec): 3 clusters
  Score: Raw -1912412.086185 + Penalty 3156.801253 = -1909255.284932
  nChanged 26
		SP:Iteration 22Q (93570.350000 sec): 3 clusters
  Score: Raw -1912418.900344 + Penalty 3156.801253 = -1909262.099091
  nChanged 21
		SP:Iteration 23Q (93570.530000 sec): 3 clusters
  Score: Raw -1912425.068682 + Penalty 3156.801253 = -1909268.267429
  nChanged 22
		SP:Iteration 24Q (93570.720000 sec): 3 clusters
  Score: Raw -1912431.602642 + Penalty 3156.801253 = -1909274.801389
  nChanged 22
		SP:Iteration 25Q (93570.900000 sec): 3 clusters
  Score: Raw -1912438.218192 + Penalty 3156.801253 = -1909281.416938
  nChanged 19
		SP:Iteration 26Q (93571.090000 sec): 3 clusters
  Score: Raw -1912444.748880 + Penalty 3156.801253 = -1909287.947626
  nChanged 24
		SP:Iteration 27Q (93571.270000 sec): 3 clusters
  Score: Raw -1912452.971229 + Penalty 3156.801253 = -1909296.169975
  nChanged 24
		SP:Iteration 28Q (93571.460000 sec): 3 clusters
  Score: Raw -1912460.801648 + Penalty 3156.801253 = -1909304.000395
  nChanged 20
		SP:Iteration 29Q (93571.650000 sec): 3 clusters
  Score: Raw -1912465.227173 + Penalty 3156.801253 = -1909308.425920
  nChanged 15
		SP:Iteration 30Q (93571.890000 sec): 3 clusters
  Score: Raw -1912468.432219 + Penalty 3156.801253 = -1909311.630965
  nChanged 8
		SP:Iteration 31Q (93572.110000 sec): 3 clusters
  Score: Raw -1912469.748551 + Penalty 3156.801253 = -1909312.947298
  nChanged 4
		SP:Iteration 32Q (93572.300000 sec): 3 clusters
  Score: Raw -1912470.608286 + Penalty 3156.801253 = -1909313.807033
  nChanged 4
		SP:Iteration 33Q (93572.480000 sec): 3 clusters
  Score: Raw -1912471.359122 + Penalty 3156.801253 = -1909314.557868
  nChanged 2
		SP:Iteration 34Q (93572.680000 sec): 3 clusters
  Score: Raw -1912471.656192 + Penalty 3156.801253 = -1909314.854939
  nChanged 2
		SP:Iteration 35Q (93572.870000 sec): 3 clusters
  Score: Raw -1912472.058062 + Penalty 3156.801253 = -1909315.256809
  nChanged 0
		SP:Iteration 36F (93573.070000 sec): 3 clusters
  Score: Raw -1912472.058062 + Penalty 3156.801253 = -1909315.256809
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 55 (4882 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93573.150000 sec): 2 clusters
  Score: Raw -585483.873257 + Penalty 1380.162916 = -584103.710341
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93573.240000 sec): 3 clusters
  Score: Raw -582951.904040 + Penalty 2760.325832 = -580191.578209
  nChanged 2013
		SP:Iteration 1F (93573.330000 sec): 3 clusters
  Score: Raw -584056.447234 + Penalty 2760.325832 = -581296.121403
  nChanged 328
		SP:Iteration 2F (93573.410000 sec): 3 clusters
  Score: Raw -584210.597137 + Penalty 2760.325832 = -581450.271305
  nChanged 212
		SP:Iteration 3Q (93573.500000 sec): 3 clusters
  Score: Raw -584290.045850 + Penalty 2760.325832 = -581529.720019
  nChanged 148
		SP:Iteration 4Q (93573.590000 sec): 3 clusters
  Score: Raw -584339.600747 + Penalty 2760.325832 = -581579.274915
  nChanged 112
		SP:Iteration 5Q (93573.680000 sec): 3 clusters
  Score: Raw -584379.240936 + Penalty 2760.325832 = -581618.915104
  nChanged 97
		SP:Iteration 6Q (93573.770000 sec): 3 clusters
  Score: Raw -584411.994491 + Penalty 2760.325832 = -581651.668659
  nChanged 85
		SP:Iteration 7Q (93573.850000 sec): 3 clusters
  Score: Raw -584440.465380 + Penalty 2760.325832 = -581680.139548
  nChanged 90
		SP:Iteration 8Q (93573.950000 sec): 3 clusters
  Score: Raw -584473.265748 + Penalty 2760.325832 = -581712.939917
  nChanged 89
		SP:Iteration 9Q (93574.050000 sec): 3 clusters
  Score: Raw -584504.792768 + Penalty 2760.325832 = -581744.466937
  nChanged 77
		SP:Iteration 10Q (93574.140000 sec): 3 clusters
  Score: Raw -584531.917118 + Penalty 2760.325832 = -581771.591286
  nChanged 93
		SP:Iteration 11Q (93574.230000 sec): 3 clusters
  Score: Raw -584557.824755 + Penalty 2760.325832 = -581797.498924
  nChanged 78
		SP:Iteration 12Q (93574.310000 sec): 3 clusters
  Score: Raw -584586.938072 + Penalty 2760.325832 = -581826.612240
  nChanged 95
		SP:Iteration 13Q (93574.400000 sec): 3 clusters
  Score: Raw -584625.591070 + Penalty 2760.325832 = -581865.265239
  nChanged 126
		SP:Iteration 14Q (93574.490000 sec): 3 clusters
  Score: Raw -584678.622119 + Penalty 2760.325832 = -581918.296287
  nChanged 137
		SP:Iteration 15Q (93574.580000 sec): 3 clusters
  Score: Raw -584744.202436 + Penalty 2760.325832 = -581983.876605
  nChanged 152
		SP:Iteration 16Q (93574.670000 sec): 3 clusters
  Score: Raw -584826.569019 + Penalty 2760.325832 = -582066.243187
  nChanged 162
		SP:Iteration 17Q (93574.750000 sec): 3 clusters
  Score: Raw -584924.786823 + Penalty 2760.325832 = -582164.460992
  nChanged 160
		SP:Iteration 18Q (93574.840000 sec): 3 clusters
  Score: Raw -585029.747616 + Penalty 2760.325832 = -582269.421785
  nChanged 142
		SP:Iteration 19Q (93574.930000 sec): 3 clusters
  Score: Raw -585116.500400 + Penalty 2760.325832 = -582356.174568
  nChanged 125
		SP:Iteration 20F (93575.010000 sec): 3 clusters
  Score: Raw -585196.221191 + Penalty 2760.325832 = -582435.895359
  nChanged 107
		SP:Iteration 21Q (93575.100000 sec): 3 clusters
  Score: Raw -585271.172797 + Penalty 2760.325832 = -582510.846966
  nChanged 83
		SP:Iteration 22Q (93575.190000 sec): 3 clusters
  Score: Raw -585335.028396 + Penalty 2760.325832 = -582574.702564
  nChanged 81
		SP:Iteration 23Q (93575.270000 sec): 3 clusters
  Score: Raw -585400.148936 + Penalty 2760.325832 = -582639.823104
  nChanged 71
		SP:Iteration 24Q (93575.360000 sec): 3 clusters
  Score: Raw -585469.846890 + Penalty 2760.325832 = -582709.521058
  nChanged 56
		SP:Iteration 25Q (93575.450000 sec): 3 clusters
  Score: Raw -585518.122952 + Penalty 2760.325832 = -582757.797120
  nChanged 31
		SP:Iteration 26Q (93575.530000 sec): 3 clusters
  Score: Raw -585543.348670 + Penalty 2760.325832 = -582783.022838
  nChanged 26
		SP:Iteration 27Q (93575.620000 sec): 3 clusters
  Score: Raw -585564.008581 + Penalty 2760.325832 = -582803.682749
  nChanged 18
		SP:Iteration 28Q (93575.700000 sec): 3 clusters
  Score: Raw -585579.525960 + Penalty 2760.325832 = -582819.200129
  nChanged 19
		SP:Iteration 29Q (93575.780000 sec): 3 clusters
  Score: Raw -585599.382311 + Penalty 2760.325832 = -582839.056480
  nChanged 10
		SP:Iteration 30Q (93575.860000 sec): 3 clusters
  Score: Raw -585606.987185 + Penalty 2760.325832 = -582846.661353
  nChanged 2
		SP:Iteration 31Q (93575.950000 sec): 3 clusters
  Score: Raw -585608.956086 + Penalty 2760.325832 = -582848.630255
  nChanged 3
		SP:Iteration 32Q (93576.030000 sec): 3 clusters
  Score: Raw -585611.205695 + Penalty 2760.325832 = -582850.879863
  nChanged 4
		SP:Iteration 33Q (93576.120000 sec): 3 clusters
  Score: Raw -585613.829777 + Penalty 2760.325832 = -582853.503946
  nChanged 3
		SP:Iteration 34Q (93576.200000 sec): 3 clusters
  Score: Raw -585615.989408 + Penalty 2760.325832 = -582855.663576
  nChanged 1
		SP:Iteration 35Q (93576.280000 sec): 3 clusters
  Score: Raw -585616.920820 + Penalty 2760.325832 = -582856.594989
  nChanged 1
		SP:Iteration 36Q (93576.360000 sec): 3 clusters
  Score: Raw -585617.647712 + Penalty 2760.325832 = -582857.321880
  nChanged 0
		SP:Iteration 37F (93576.450000 sec): 3 clusters
  Score: Raw -585617.647712 + Penalty 2760.325832 = -582857.321880
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 56 (6170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93576.540000 sec): 2 clusters
  Score: Raw -692636.032115 + Penalty 1418.211294 = -691217.820821
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93576.670000 sec): 3 clusters
  Score: Raw -689328.193531 + Penalty 2836.422588 = -686491.770943
  nChanged 2577
		SP:Iteration 1F (93576.770000 sec): 3 clusters
  Score: Raw -690902.748279 + Penalty 2836.422588 = -688066.325691
  nChanged 498
		SP:Iteration 2F (93576.870000 sec): 3 clusters
  Score: Raw -691275.157988 + Penalty 2836.422588 = -688438.735400
  nChanged 466
		SP:Iteration 3F (93576.970000 sec): 3 clusters
  Score: Raw -691671.196179 + Penalty 2836.422588 = -688834.773591
  nChanged 450
		SP:Iteration 4F (93577.070000 sec): 3 clusters
  Score: Raw -692033.793705 + Penalty 2836.422588 = -689197.371117
  nChanged 393
		SP:Iteration 5F (93577.170000 sec): 3 clusters
  Score: Raw -692352.357792 + Penalty 2836.422588 = -689515.935204
  nChanged 360
		SP:Iteration 6F (93577.270000 sec): 3 clusters
  Score: Raw -692630.298090 + Penalty 2836.422588 = -689793.875502
  nChanged 242
		SP:Iteration 7Q (93577.370000 sec): 3 clusters
  Score: Raw -692797.470567 + Penalty 2836.422588 = -689961.047979
  nChanged 188
		SP:Iteration 8Q (93577.470000 sec): 3 clusters
  Score: Raw -692921.838893 + Penalty 2836.422588 = -690085.416305
  nChanged 126
		SP:Iteration 9Q (93577.570000 sec): 3 clusters
  Score: Raw -692999.117645 + Penalty 2836.422588 = -690162.695057
  nChanged 93
		SP:Iteration 10Q (93577.670000 sec): 3 clusters
  Score: Raw -693062.265807 + Penalty 2836.422588 = -690225.843219
  nChanged 66
		SP:Iteration 11Q (93577.770000 sec): 3 clusters
  Score: Raw -693113.100375 + Penalty 2836.422588 = -690276.677787
  nChanged 48
		SP:Iteration 12Q (93577.860000 sec): 3 clusters
  Score: Raw -693152.550552 + Penalty 2836.422588 = -690316.127964
  nChanged 48
		SP:Iteration 13Q (93577.960000 sec): 3 clusters
  Score: Raw -693190.269954 + Penalty 2836.422588 = -690353.847366
  nChanged 44
		SP:Iteration 14Q (93578.070000 sec): 3 clusters
  Score: Raw -693236.326648 + Penalty 2836.422588 = -690399.904060
  nChanged 34
		SP:Iteration 15Q (93578.160000 sec): 3 clusters
  Score: Raw -693265.971248 + Penalty 2836.422588 = -690429.548660
  nChanged 32
		SP:Iteration 16Q (93578.260000 sec): 3 clusters
  Score: Raw -693288.435335 + Penalty 2836.422588 = -690452.012747
  nChanged 24
		SP:Iteration 17Q (93578.350000 sec): 3 clusters
  Score: Raw -693305.619492 + Penalty 2836.422588 = -690469.196904
  nChanged 16
		SP:Iteration 18Q (93578.440000 sec): 3 clusters
  Score: Raw -693314.965534 + Penalty 2836.422588 = -690478.542946
  nChanged 12
		SP:Iteration 19Q (93578.540000 sec): 3 clusters
  Score: Raw -693323.536611 + Penalty 2836.422588 = -690487.114023
  nChanged 17
		SP:Iteration 20F (93578.640000 sec): 3 clusters
  Score: Raw -693334.080498 + Penalty 2836.422588 = -690497.657910
  nChanged 8
		SP:Iteration 21Q (93578.730000 sec): 3 clusters
  Score: Raw -693340.462086 + Penalty 2836.422588 = -690504.039498
  nChanged 11
		SP:Iteration 22Q (93578.830000 sec): 3 clusters
  Score: Raw -693346.950404 + Penalty 2836.422588 = -690510.527816
  nChanged 6
		SP:Iteration 23Q (93578.920000 sec): 3 clusters
  Score: Raw -693350.846400 + Penalty 2836.422588 = -690514.423812
  nChanged 4
		SP:Iteration 24Q (93579.020000 sec): 3 clusters
  Score: Raw -693352.939298 + Penalty 2836.422588 = -690516.516710
  nChanged 6
		SP:Iteration 25Q (93579.110000 sec): 3 clusters
  Score: Raw -693356.634438 + Penalty 2836.422588 = -690520.211850
  nChanged 4
		SP:Iteration 26Q (93579.210000 sec): 3 clusters
  Score: Raw -693359.332354 + Penalty 2836.422588 = -690522.909766
  nChanged 6
		SP:Iteration 27Q (93579.300000 sec): 3 clusters
  Score: Raw -693361.519155 + Penalty 2836.422588 = -690525.096567
  nChanged 3
		SP:Iteration 28Q (93579.400000 sec): 3 clusters
  Score: Raw -693363.384062 + Penalty 2836.422588 = -690526.961474
  nChanged 4
		SP:Iteration 29Q (93579.490000 sec): 3 clusters
  Score: Raw -693366.956785 + Penalty 2836.422588 = -690530.534197
  nChanged 10
		SP:Iteration 30Q (93579.590000 sec): 3 clusters
  Score: Raw -693377.142397 + Penalty 2836.422588 = -690540.719809
  nChanged 9
		SP:Iteration 31Q (93579.690000 sec): 3 clusters
  Score: Raw -693382.347602 + Penalty 2836.422588 = -690545.925014
  nChanged 2
		SP:Iteration 32Q (93579.780000 sec): 3 clusters
  Score: Raw -693383.821586 + Penalty 2836.422588 = -690547.398998
  nChanged 3
		SP:Iteration 33Q (93579.880000 sec): 3 clusters
  Score: Raw -693384.454489 + Penalty 2836.422588 = -690548.031901
  nChanged 0
		SP:Iteration 34F (93579.980000 sec): 3 clusters
  Score: Raw -693384.454489 + Penalty 2836.422588 = -690548.031901
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 57 (3666 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93580.050000 sec): 2 clusters
  Score: Raw -442507.755426 + Penalty 1333.614170 = -441174.141256
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93580.130000 sec): 3 clusters
  Score: Raw -440686.579032 + Penalty 2667.228339 = -438019.350693
  nChanged 1440
		SP:Iteration 1F (93580.200000 sec): 3 clusters
  Score: Raw -441483.544014 + Penalty 2667.228339 = -438816.315675
  nChanged 277
		SP:Iteration 2F (93580.270000 sec): 3 clusters
  Score: Raw -441638.653901 + Penalty 2667.228339 = -438971.425562
  nChanged 187
		SP:Iteration 3F (93580.330000 sec): 3 clusters
  Score: Raw -441731.637375 + Penalty 2667.228339 = -439064.409036
  nChanged 153
		SP:Iteration 4Q (93580.400000 sec): 3 clusters
  Score: Raw -441805.105594 + Penalty 2667.228339 = -439137.877254
  nChanged 134
		SP:Iteration 5Q (93580.470000 sec): 3 clusters
  Score: Raw -441880.803109 + Penalty 2667.228339 = -439213.574770
  nChanged 118
		SP:Iteration 6Q (93580.530000 sec): 3 clusters
  Score: Raw -441936.861652 + Penalty 2667.228339 = -439269.633313
  nChanged 110
		SP:Iteration 7Q (93580.600000 sec): 3 clusters
  Score: Raw -441988.492077 + Penalty 2667.228339 = -439321.263738
  nChanged 109
		SP:Iteration 8Q (93580.660000 sec): 3 clusters
  Score: Raw -442039.545420 + Penalty 2667.228339 = -439372.317080
  nChanged 103
		SP:Iteration 9Q (93580.730000 sec): 3 clusters
  Score: Raw -442088.346202 + Penalty 2667.228339 = -439421.117863
  nChanged 106
		SP:Iteration 10Q (93580.800000 sec): 3 clusters
  Score: Raw -442146.770335 + Penalty 2667.228339 = -439479.541996
  nChanged 114
		SP:Iteration 11Q (93580.860000 sec): 3 clusters
  Score: Raw -442209.527809 + Penalty 2667.228339 = -439542.299470
  nChanged 116
		SP:Iteration 12Q (93580.930000 sec): 3 clusters
  Score: Raw -442293.694535 + Penalty 2667.228339 = -439626.466196
  nChanged 138
		SP:Iteration 13Q (93581.000000 sec): 3 clusters
  Score: Raw -442387.370638 + Penalty 2667.228339 = -439720.142299
  nChanged 125
		SP:Iteration 14Q (93581.060000 sec): 3 clusters
  Score: Raw -442469.320153 + Penalty 2667.228339 = -439802.091814
  nChanged 81
		SP:Iteration 15Q (93581.120000 sec): 3 clusters
  Score: Raw -442517.526039 + Penalty 2667.228339 = -439850.297700
  nChanged 77
		SP:Iteration 16Q (93581.190000 sec): 3 clusters
  Score: Raw -442559.133480 + Penalty 2667.228339 = -439891.905141
  nChanged 52
		SP:Iteration 17Q (93581.260000 sec): 3 clusters
  Score: Raw -442589.236294 + Penalty 2667.228339 = -439922.007955
  nChanged 42
		SP:Iteration 18Q (93581.320000 sec): 3 clusters
  Score: Raw -442613.816636 + Penalty 2667.228339 = -439946.588297
  nChanged 38
		SP:Iteration 19Q (93581.390000 sec): 3 clusters
  Score: Raw -442631.377896 + Penalty 2667.228339 = -439964.149557
  nChanged 18
		SP:Iteration 20F (93581.450000 sec): 3 clusters
  Score: Raw -442638.863760 + Penalty 2667.228339 = -439971.635421
  nChanged 16
		SP:Iteration 21Q (93581.520000 sec): 3 clusters
  Score: Raw -442645.660073 + Penalty 2667.228339 = -439978.431734
  nChanged 15
		SP:Iteration 22Q (93581.580000 sec): 3 clusters
  Score: Raw -442654.694508 + Penalty 2667.228339 = -439987.466169
  nChanged 16
		SP:Iteration 23Q (93581.650000 sec): 3 clusters
  Score: Raw -442662.400388 + Penalty 2667.228339 = -439995.172048
  nChanged 12
		SP:Iteration 24Q (93581.710000 sec): 3 clusters
  Score: Raw -442667.506482 + Penalty 2667.228339 = -440000.278142
  nChanged 13
		SP:Iteration 25Q (93581.780000 sec): 3 clusters
  Score: Raw -442674.460457 + Penalty 2667.228339 = -440007.232118
  nChanged 8
		SP:Iteration 26Q (93581.840000 sec): 3 clusters
  Score: Raw -442677.574674 + Penalty 2667.228339 = -440010.346335
  nChanged 4
		SP:Iteration 27Q (93581.910000 sec): 3 clusters
  Score: Raw -442679.890666 + Penalty 2667.228339 = -440012.662326
  nChanged 4
		SP:Iteration 28Q (93581.970000 sec): 3 clusters
  Score: Raw -442681.928021 + Penalty 2667.228339 = -440014.699682
  nChanged 6
		SP:Iteration 29Q (93582.040000 sec): 3 clusters
  Score: Raw -442686.352277 + Penalty 2667.228339 = -440019.123938
  nChanged 9
		SP:Iteration 30Q (93582.100000 sec): 3 clusters
  Score: Raw -442691.938246 + Penalty 2667.228339 = -440024.709906
  nChanged 12
		SP:Iteration 31Q (93582.160000 sec): 3 clusters
  Score: Raw -442700.998031 + Penalty 2667.228339 = -440033.769692
  nChanged 8
		SP:Iteration 32Q (93582.230000 sec): 3 clusters
  Score: Raw -442707.127545 + Penalty 2667.228339 = -440039.899205
  nChanged 15
		SP:Iteration 33Q (93582.300000 sec): 3 clusters
  Score: Raw -442720.583936 + Penalty 2667.228339 = -440053.355597
  nChanged 17
		SP:Iteration 34Q (93582.360000 sec): 3 clusters
  Score: Raw -442730.770002 + Penalty 2667.228339 = -440063.541662
  nChanged 14
		SP:Iteration 35Q (93582.420000 sec): 3 clusters
  Score: Raw -442737.193161 + Penalty 2667.228339 = -440069.964822
  nChanged 14
		SP:Iteration 36Q (93582.490000 sec): 3 clusters
  Score: Raw -442750.712212 + Penalty 2667.228339 = -440083.483873
  nChanged 13
		SP:Iteration 37Q (93582.550000 sec): 3 clusters
  Score: Raw -442757.668692 + Penalty 2667.228339 = -440090.440353
  nChanged 11
		SP:Iteration 38Q (93582.620000 sec): 3 clusters
  Score: Raw -442763.392815 + Penalty 2667.228339 = -440096.164476
  nChanged 5
		SP:Iteration 39Q (93582.680000 sec): 3 clusters
  Score: Raw -442766.418817 + Penalty 2667.228339 = -440099.190477
  nChanged 6
		SP:Iteration 40F (93582.740000 sec): 3 clusters
  Score: Raw -442770.463077 + Penalty 2667.228339 = -440103.234738
  nChanged 5
		SP:Iteration 41Q (93582.810000 sec): 3 clusters
  Score: Raw -442772.937897 + Penalty 2667.228339 = -440105.709558
  nChanged 3
		SP:Iteration 42Q (93582.870000 sec): 3 clusters
  Score: Raw -442774.637063 + Penalty 2667.228339 = -440107.408724
  nChanged 3
		SP:Iteration 43Q (93582.940000 sec): 3 clusters
  Score: Raw -442776.630487 + Penalty 2667.228339 = -440109.402148
  nChanged 3
		SP:Iteration 44Q (93583.000000 sec): 3 clusters
  Score: Raw -442778.331637 + Penalty 2667.228339 = -440111.103298
  nChanged 2
		SP:Iteration 45Q (93583.060000 sec): 3 clusters
  Score: Raw -442779.212368 + Penalty 2667.228339 = -440111.984029
  nChanged 1
		SP:Iteration 46Q (93583.130000 sec): 3 clusters
  Score: Raw -442779.462869 + Penalty 2667.228339 = -440112.234529
  nChanged 1
		SP:Iteration 47Q (93583.190000 sec): 3 clusters
  Score: Raw -442780.588383 + Penalty 2667.228339 = -440113.360043
  nChanged 1
		SP:Iteration 48Q (93583.260000 sec): 3 clusters
  Score: Raw -442781.048979 + Penalty 2667.228339 = -440113.820640
  nChanged 0
		SP:Iteration 49F (93583.320000 sec): 3 clusters
  Score: Raw -442781.048979 + Penalty 2667.228339 = -440113.820640
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 58 (8804 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93583.430000 sec): 2 clusters
  Score: Raw -1122083.335680 + Penalty 1475.981234 = -1120607.354446
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93583.580000 sec): 3 clusters
  Score: Raw -1117226.757037 + Penalty 2951.962469 = -1114274.794568
  nChanged 3743
		SP:Iteration 1F (93583.700000 sec): 3 clusters
  Score: Raw -1119155.659569 + Penalty 2951.962469 = -1116203.697100
  nChanged 542
		SP:Iteration 2F (93583.830000 sec): 3 clusters
  Score: Raw -1119407.490927 + Penalty 2951.962469 = -1116455.528458
  nChanged 485
		SP:Iteration 3F (93583.960000 sec): 3 clusters
  Score: Raw -1119654.933685 + Penalty 2951.962469 = -1116702.971216
  nChanged 478
		SP:Iteration 4F (93584.090000 sec): 3 clusters
  Score: Raw -1119912.206084 + Penalty 2951.962469 = -1116960.243615
  nChanged 457
		SP:Iteration 5F (93584.220000 sec): 3 clusters
  Score: Raw -1120133.888287 + Penalty 2951.962469 = -1117181.925818
  nChanged 379
		SP:Iteration 6Q (93584.360000 sec): 3 clusters
  Score: Raw -1120314.091851 + Penalty 2951.962469 = -1117362.129382
  nChanged 351
		SP:Iteration 7Q (93584.490000 sec): 3 clusters
  Score: Raw -1120484.389005 + Penalty 2951.962469 = -1117532.426536
  nChanged 328
		SP:Iteration 8Q (93584.630000 sec): 3 clusters
  Score: Raw -1120656.113296 + Penalty 2951.962469 = -1117704.150827
  nChanged 319
		SP:Iteration 9Q (93584.760000 sec): 3 clusters
  Score: Raw -1120826.980555 + Penalty 2951.962469 = -1117875.018086
  nChanged 282
		SP:Iteration 10Q (93584.890000 sec): 3 clusters
  Score: Raw -1120988.461672 + Penalty 2951.962469 = -1118036.499204
  nChanged 295
		SP:Iteration 11Q (93585.020000 sec): 3 clusters
  Score: Raw -1121174.335326 + Penalty 2951.962469 = -1118222.372857
  nChanged 283
		SP:Iteration 12Q (93585.150000 sec): 3 clusters
  Score: Raw -1121379.064278 + Penalty 2951.962469 = -1118427.101809
  nChanged 256
		SP:Iteration 13Q (93585.280000 sec): 3 clusters
  Score: Raw -1121548.903420 + Penalty 2951.962469 = -1118596.940951
  nChanged 210
		SP:Iteration 14Q (93585.420000 sec): 3 clusters
  Score: Raw -1121693.021812 + Penalty 2951.962469 = -1118741.059343
  nChanged 184
		SP:Iteration 15Q (93585.550000 sec): 3 clusters
  Score: Raw -1121833.898656 + Penalty 2951.962469 = -1118881.936187
  nChanged 134
		SP:Iteration 16Q (93585.680000 sec): 3 clusters
  Score: Raw -1121931.220200 + Penalty 2951.962469 = -1118979.257731
  nChanged 97
		SP:Iteration 17Q (93585.810000 sec): 3 clusters
  Score: Raw -1122009.640380 + Penalty 2951.962469 = -1119057.677911
  nChanged 67
		SP:Iteration 18Q (93585.940000 sec): 3 clusters
  Score: Raw -1122066.255206 + Penalty 2951.962469 = -1119114.292738
  nChanged 56
		SP:Iteration 19Q (93586.070000 sec): 3 clusters
  Score: Raw -1122129.077416 + Penalty 2951.962469 = -1119177.114947
  nChanged 42
		SP:Iteration 20F (93586.200000 sec): 3 clusters
  Score: Raw -1122175.894688 + Penalty 2951.962469 = -1119223.932219
  nChanged 28
		SP:Iteration 21Q (93586.320000 sec): 3 clusters
  Score: Raw -1122204.967415 + Penalty 2951.962469 = -1119253.004946
  nChanged 15
		SP:Iteration 22Q (93586.440000 sec): 3 clusters
  Score: Raw -1122221.470890 + Penalty 2951.962469 = -1119269.508421
  nChanged 13
		SP:Iteration 23Q (93586.560000 sec): 3 clusters
  Score: Raw -1122235.096514 + Penalty 2951.962469 = -1119283.134045
  nChanged 6
		SP:Iteration 24Q (93586.690000 sec): 3 clusters
  Score: Raw -1122240.858263 + Penalty 2951.962469 = -1119288.895794
  nChanged 4
		SP:Iteration 25Q (93586.820000 sec): 3 clusters
  Score: Raw -1122245.583604 + Penalty 2951.962469 = -1119293.621135
  nChanged 3
		SP:Iteration 26Q (93586.950000 sec): 3 clusters
  Score: Raw -1122248.267107 + Penalty 2951.962469 = -1119296.304638
  nChanged 4
		SP:Iteration 27Q (93587.070000 sec): 3 clusters
  Score: Raw -1122252.651961 + Penalty 2951.962469 = -1119300.689492
  nChanged 4
		SP:Iteration 28Q (93587.200000 sec): 3 clusters
  Score: Raw -1122259.835482 + Penalty 2951.962469 = -1119307.873013
  nChanged 5
		SP:Iteration 29Q (93587.330000 sec): 3 clusters
  Score: Raw -1122266.827164 + Penalty 2951.962469 = -1119314.864695
  nChanged 4
		SP:Iteration 30Q (93587.460000 sec): 3 clusters
  Score: Raw -1122272.088940 + Penalty 2951.962469 = -1119320.126472
  nChanged 1
		SP:Iteration 31Q (93587.580000 sec): 3 clusters
  Score: Raw -1122276.207147 + Penalty 2951.962469 = -1119324.244678
  nChanged 2
		SP:Iteration 32Q (93587.710000 sec): 3 clusters
  Score: Raw -1122280.365940 + Penalty 2951.962469 = -1119328.403471
  nChanged 2
		SP:Iteration 33Q (93587.840000 sec): 3 clusters
  Score: Raw -1122282.517218 + Penalty 2951.962469 = -1119330.554749
  nChanged 0
		SP:Iteration 34F (93587.960000 sec): 3 clusters
  Score: Raw -1122282.517218 + Penalty 2951.962469 = -1119330.554749
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 59 (4225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93588.040000 sec): 2 clusters
  Score: Raw -475614.145226 + Penalty 1356.675863 = -474257.469364
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93588.150000 sec): 3 clusters
  Score: Raw -473446.897116 + Penalty 2713.351725 = -470733.545391
  nChanged 1674
		SP:Iteration 1F (93588.240000 sec): 3 clusters
  Score: Raw -474446.530455 + Penalty 2713.351725 = -471733.178730
  nChanged 369
		SP:Iteration 2F (93588.320000 sec): 3 clusters
  Score: Raw -474738.199883 + Penalty 2713.351725 = -472024.848157
  nChanged 344
		SP:Iteration 3F (93588.400000 sec): 3 clusters
  Score: Raw -475065.772315 + Penalty 2713.351725 = -472352.420590
  nChanged 309
		SP:Iteration 4F (93588.480000 sec): 3 clusters
  Score: Raw -475353.157337 + Penalty 2713.351725 = -472639.805611
  nChanged 236
		SP:Iteration 5F (93588.560000 sec): 3 clusters
  Score: Raw -475544.864639 + Penalty 2713.351725 = -472831.512914
  nChanged 201
		SP:Iteration 6Q (93588.640000 sec): 3 clusters
  Score: Raw -475696.570501 + Penalty 2713.351725 = -472983.218775
  nChanged 149
		SP:Iteration 7Q (93588.720000 sec): 3 clusters
  Score: Raw -475788.286360 + Penalty 2713.351725 = -473074.934635
  nChanged 108
		SP:Iteration 8Q (93588.800000 sec): 3 clusters
  Score: Raw -475852.231729 + Penalty 2713.351725 = -473138.880004
  nChanged 103
		SP:Iteration 9Q (93588.880000 sec): 3 clusters
  Score: Raw -475906.136437 + Penalty 2713.351725 = -473192.784712
  nChanged 74
		SP:Iteration 10Q (93588.960000 sec): 3 clusters
  Score: Raw -475944.695642 + Penalty 2713.351725 = -473231.343916
  nChanged 50
		SP:Iteration 11Q (93589.040000 sec): 3 clusters
  Score: Raw -475966.295126 + Penalty 2713.351725 = -473252.943401
  nChanged 40
		SP:Iteration 12Q (93589.120000 sec): 3 clusters
  Score: Raw -475986.189789 + Penalty 2713.351725 = -473272.838064
  nChanged 34
		SP:Iteration 13Q (93589.200000 sec): 3 clusters
  Score: Raw -475999.813389 + Penalty 2713.351725 = -473286.461664
  nChanged 29
		SP:Iteration 14Q (93589.280000 sec): 3 clusters
  Score: Raw -476011.954245 + Penalty 2713.351725 = -473298.602520
  nChanged 33
		SP:Iteration 15Q (93589.360000 sec): 3 clusters
  Score: Raw -476024.120631 + Penalty 2713.351725 = -473310.768906
  nChanged 33
		SP:Iteration 16Q (93589.440000 sec): 3 clusters
  Score: Raw -476038.781970 + Penalty 2713.351725 = -473325.430244
  nChanged 32
		SP:Iteration 17Q (93589.520000 sec): 3 clusters
  Score: Raw -476051.603105 + Penalty 2713.351725 = -473338.251380
  nChanged 26
		SP:Iteration 18Q (93589.600000 sec): 3 clusters
  Score: Raw -476064.621747 + Penalty 2713.351725 = -473351.270021
  nChanged 29
		SP:Iteration 19Q (93589.680000 sec): 3 clusters
  Score: Raw -476076.637447 + Penalty 2713.351725 = -473363.285722
  nChanged 33
		SP:Iteration 20F (93589.760000 sec): 3 clusters
  Score: Raw -476101.169641 + Penalty 2713.351725 = -473387.817915
  nChanged 51
		SP:Iteration 21Q (93589.840000 sec): 3 clusters
  Score: Raw -476132.878823 + Penalty 2713.351725 = -473419.527097
  nChanged 47
		SP:Iteration 22Q (93589.910000 sec): 3 clusters
  Score: Raw -476163.587893 + Penalty 2713.351725 = -473450.236168
  nChanged 41
		SP:Iteration 23Q (93589.990000 sec): 3 clusters
  Score: Raw -476182.869039 + Penalty 2713.351725 = -473469.517313
  nChanged 41
		SP:Iteration 24Q (93590.070000 sec): 3 clusters
  Score: Raw -476202.013639 + Penalty 2713.351725 = -473488.661914
  nChanged 33
		SP:Iteration 25Q (93590.150000 sec): 3 clusters
  Score: Raw -476217.909606 + Penalty 2713.351725 = -473504.557881
  nChanged 39
		SP:Iteration 26Q (93590.230000 sec): 3 clusters
  Score: Raw -476235.373673 + Penalty 2713.351725 = -473522.021947
  nChanged 33
		SP:Iteration 27Q (93590.310000 sec): 3 clusters
  Score: Raw -476252.864572 + Penalty 2713.351725 = -473539.512847
  nChanged 35
		SP:Iteration 28Q (93590.390000 sec): 3 clusters
  Score: Raw -476273.156805 + Penalty 2713.351725 = -473559.805079
  nChanged 33
		SP:Iteration 29Q (93590.470000 sec): 3 clusters
  Score: Raw -476292.355574 + Penalty 2713.351725 = -473579.003848
  nChanged 36
		SP:Iteration 30Q (93590.550000 sec): 3 clusters
  Score: Raw -476323.410384 + Penalty 2713.351725 = -473610.058658
  nChanged 47
		SP:Iteration 31Q (93590.630000 sec): 3 clusters
  Score: Raw -476345.538067 + Penalty 2713.351725 = -473632.186342
  nChanged 37
		SP:Iteration 32Q (93590.710000 sec): 3 clusters
  Score: Raw -476366.604174 + Penalty 2713.351725 = -473653.252448
  nChanged 31
		SP:Iteration 33Q (93590.790000 sec): 3 clusters
  Score: Raw -476386.087231 + Penalty 2713.351725 = -473672.735506
  nChanged 20
		SP:Iteration 34Q (93590.860000 sec): 3 clusters
  Score: Raw -476398.116409 + Penalty 2713.351725 = -473684.764683
  nChanged 19
		SP:Iteration 35Q (93590.940000 sec): 3 clusters
  Score: Raw -476407.345138 + Penalty 2713.351725 = -473693.993413
  nChanged 10
		SP:Iteration 36Q (93591.020000 sec): 3 clusters
  Score: Raw -476411.540228 + Penalty 2713.351725 = -473698.188502
  nChanged 9
		SP:Iteration 37Q (93591.100000 sec): 3 clusters
  Score: Raw -476413.159381 + Penalty 2713.351725 = -473699.807656
  nChanged 2
		SP:Iteration 38Q (93591.170000 sec): 3 clusters
  Score: Raw -476413.618470 + Penalty 2713.351725 = -473700.266744
  nChanged 3
		SP:Iteration 39Q (93591.250000 sec): 3 clusters
  Score: Raw -476414.310255 + Penalty 2713.351725 = -473700.958529
  nChanged 2
		SP:Iteration 40F (93591.330000 sec): 3 clusters
  Score: Raw -476415.102587 + Penalty 2713.351725 = -473701.750862
  nChanged 3
		SP:Iteration 41Q (93591.410000 sec): 3 clusters
  Score: Raw -476415.837181 + Penalty 2713.351725 = -473702.485455
  nChanged 2
		SP:Iteration 42Q (93591.490000 sec): 3 clusters
  Score: Raw -476416.377253 + Penalty 2713.351725 = -473703.025527
  nChanged 1
		SP:Iteration 43Q (93591.570000 sec): 3 clusters
  Score: Raw -476416.708062 + Penalty 2713.351725 = -473703.356336
  nChanged 0
		SP:Iteration 44F (93591.650000 sec): 3 clusters
  Score: Raw -476416.708062 + Penalty 2713.351725 = -473703.356336
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 60 (611 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93591.710000 sec): 2 clusters
  Score: Raw -70162.801594 + Penalty 1042.453256 = -69120.348338
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93591.720000 sec): 3 clusters
  Score: Raw -70039.839799 + Penalty 2084.906512 = -67954.933287
  nChanged 152
		SP:Iteration 1F (93591.730000 sec): 3 clusters
  Score: Raw -70206.839205 + Penalty 2084.906512 = -68121.932693
  nChanged 38
		SP:Iteration 2F (93591.740000 sec): 3 clusters
  Score: Raw -70259.348943 + Penalty 2084.906512 = -68174.442431
  nChanged 22
		SP:Iteration 3Q (93591.750000 sec): 3 clusters
  Score: Raw -70294.144961 + Penalty 2084.906512 = -68209.238449
  nChanged 11
		SP:Iteration 4Q (93591.770000 sec): 3 clusters
  Score: Raw -70312.427836 + Penalty 2084.906512 = -68227.521324
  nChanged 7
		SP:Iteration 5Q (93591.780000 sec): 3 clusters
  Score: Raw -70323.517708 + Penalty 2084.906512 = -68238.611196
  nChanged 11
		SP:Iteration 6Q (93591.790000 sec): 3 clusters
  Score: Raw -70339.215857 + Penalty 2084.906512 = -68254.309345
  nChanged 7
		SP:Iteration 7Q (93591.800000 sec): 3 clusters
  Score: Raw -70352.634015 + Penalty 2084.906512 = -68267.727503
  nChanged 10
		SP:Iteration 8Q (93591.820000 sec): 3 clusters
  Score: Raw -70366.144944 + Penalty 2084.906512 = -68281.238432
  nChanged 9
		SP:Iteration 9Q (93591.830000 sec): 3 clusters
  Score: Raw -70379.070300 + Penalty 2084.906512 = -68294.163788
  nChanged 10
		SP:Iteration 10Q (93591.840000 sec): 3 clusters
  Score: Raw -70393.562778 + Penalty 2084.906512 = -68308.656267
  nChanged 5
		SP:Iteration 11Q (93591.850000 sec): 3 clusters
  Score: Raw -70400.307085 + Penalty 2084.906512 = -68315.400573
  nChanged 6
		SP:Iteration 12Q (93591.870000 sec): 3 clusters
  Score: Raw -70415.744812 + Penalty 2084.906512 = -68330.838300
  nChanged 5
		SP:Iteration 13Q (93591.880000 sec): 3 clusters
  Score: Raw -70427.372982 + Penalty 2084.906512 = -68342.466470
  nChanged 7
		SP:Iteration 14Q (93591.890000 sec): 3 clusters
  Score: Raw -70436.848283 + Penalty 2084.906512 = -68351.941772
  nChanged 5
		SP:Iteration 15Q (93591.900000 sec): 3 clusters
  Score: Raw -70445.438793 + Penalty 2084.906512 = -68360.532281
  nChanged 4
		SP:Iteration 16Q (93591.910000 sec): 3 clusters
  Score: Raw -70450.889163 + Penalty 2084.906512 = -68365.982651
  nChanged 3
		SP:Iteration 17Q (93591.930000 sec): 3 clusters
  Score: Raw -70453.996783 + Penalty 2084.906512 = -68369.090271
  nChanged 2
		SP:Iteration 18Q (93591.940000 sec): 3 clusters
  Score: Raw -70456.032813 + Penalty 2084.906512 = -68371.126301
  nChanged 3
		SP:Iteration 19Q (93591.950000 sec): 3 clusters
  Score: Raw -70458.861599 + Penalty 2084.906512 = -68373.955087
  nChanged 3
		SP:Iteration 20F (93591.960000 sec): 3 clusters
  Score: Raw -70462.299897 + Penalty 2084.906512 = -68377.393385
  nChanged 3
		SP:Iteration 21Q (93591.970000 sec): 3 clusters
  Score: Raw -70463.689083 + Penalty 2084.906512 = -68378.782571
  nChanged 0
		SP:Iteration 22F (93591.990000 sec): 3 clusters
  Score: Raw -70463.689083 + Penalty 2084.906512 = -68378.782571
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 61 (6507 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93592.080000 sec): 2 clusters
  Score: Raw -770800.318349 + Penalty 1426.852992 = -769373.465357
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93592.210000 sec): 3 clusters
  Score: Raw -767371.755927 + Penalty 2853.705985 = -764518.049942
  nChanged 2674
		SP:Iteration 1F (93592.320000 sec): 3 clusters
  Score: Raw -768811.218638 + Penalty 2853.705985 = -765957.512653
  nChanged 413
		SP:Iteration 2F (93592.420000 sec): 3 clusters
  Score: Raw -769007.726484 + Penalty 2853.705985 = -766154.020499
  nChanged 340
		SP:Iteration 3F (93592.520000 sec): 3 clusters
  Score: Raw -769167.532892 + Penalty 2853.705985 = -766313.826907
  nChanged 275
		SP:Iteration 4Q (93592.620000 sec): 3 clusters
  Score: Raw -769291.627771 + Penalty 2853.705985 = -766437.921786
  nChanged 260
		SP:Iteration 5Q (93592.720000 sec): 3 clusters
  Score: Raw -769414.707170 + Penalty 2853.705985 = -766561.001185
  nChanged 271
		SP:Iteration 6Q (93592.830000 sec): 3 clusters
  Score: Raw -769563.913045 + Penalty 2853.705985 = -766710.207060
  nChanged 282
		SP:Iteration 7Q (93592.930000 sec): 3 clusters
  Score: Raw -769730.842439 + Penalty 2853.705985 = -766877.136454
  nChanged 287
		SP:Iteration 8Q (93593.030000 sec): 3 clusters
  Score: Raw -769916.834014 + Penalty 2853.705985 = -767063.128029
  nChanged 280
		SP:Iteration 9Q (93593.140000 sec): 3 clusters
  Score: Raw -770094.756500 + Penalty 2853.705985 = -767241.050515
  nChanged 268
		SP:Iteration 10Q (93593.250000 sec): 3 clusters
  Score: Raw -770248.322596 + Penalty 2853.705985 = -767394.616611
  nChanged 223
		SP:Iteration 11Q (93593.350000 sec): 3 clusters
  Score: Raw -770376.198663 + Penalty 2853.705985 = -767522.492678
  nChanged 194
		SP:Iteration 12Q (93593.450000 sec): 3 clusters
  Score: Raw -770478.778798 + Penalty 2853.705985 = -767625.072813
  nChanged 171
		SP:Iteration 13Q (93593.550000 sec): 3 clusters
  Score: Raw -770566.859012 + Penalty 2853.705985 = -767713.153027
  nChanged 151
		SP:Iteration 14Q (93593.650000 sec): 3 clusters
  Score: Raw -770657.137444 + Penalty 2853.705985 = -767803.431459
  nChanged 129
		SP:Iteration 15Q (93593.750000 sec): 3 clusters
  Score: Raw -770748.112996 + Penalty 2853.705985 = -767894.407011
  nChanged 145
		SP:Iteration 16Q (93593.850000 sec): 3 clusters
  Score: Raw -770831.350041 + Penalty 2853.705985 = -767977.644056
  nChanged 109
		SP:Iteration 17Q (93593.950000 sec): 3 clusters
  Score: Raw -770886.730515 + Penalty 2853.705985 = -768033.024530
  nChanged 74
		SP:Iteration 18Q (93594.050000 sec): 3 clusters
  Score: Raw -770919.540892 + Penalty 2853.705985 = -768065.834908
  nChanged 70
		SP:Iteration 19Q (93594.150000 sec): 3 clusters
  Score: Raw -770954.768318 + Penalty 2853.705985 = -768101.062333
  nChanged 66
		SP:Iteration 20F (93594.250000 sec): 3 clusters
  Score: Raw -770983.669110 + Penalty 2853.705985 = -768129.963125
  nChanged 52
		SP:Iteration 21Q (93594.350000 sec): 3 clusters
  Score: Raw -771002.106244 + Penalty 2853.705985 = -768148.400259
  nChanged 44
		SP:Iteration 22Q (93594.450000 sec): 3 clusters
  Score: Raw -771015.574757 + Penalty 2853.705985 = -768161.868772
  nChanged 33
		SP:Iteration 23Q (93594.550000 sec): 3 clusters
  Score: Raw -771025.882516 + Penalty 2853.705985 = -768172.176531
  nChanged 30
		SP:Iteration 24Q (93594.650000 sec): 3 clusters
  Score: Raw -771035.703266 + Penalty 2853.705985 = -768181.997281
  nChanged 20
		SP:Iteration 25Q (93594.740000 sec): 3 clusters
  Score: Raw -771041.377932 + Penalty 2853.705985 = -768187.671947
  nChanged 16
		SP:Iteration 26Q (93594.840000 sec): 3 clusters
  Score: Raw -771045.244346 + Penalty 2853.705985 = -768191.538361
  nChanged 15
		SP:Iteration 27Q (93594.940000 sec): 3 clusters
  Score: Raw -771048.671625 + Penalty 2853.705985 = -768194.965640
  nChanged 13
		SP:Iteration 28Q (93595.030000 sec): 3 clusters
  Score: Raw -771051.868096 + Penalty 2853.705985 = -768198.162111
  nChanged 10
		SP:Iteration 29Q (93595.130000 sec): 3 clusters
  Score: Raw -771054.517401 + Penalty 2853.705985 = -768200.811416
  nChanged 8
		SP:Iteration 30Q (93595.230000 sec): 3 clusters
  Score: Raw -771055.580080 + Penalty 2853.705985 = -768201.874095
  nChanged 8
		SP:Iteration 31Q (93595.330000 sec): 3 clusters
  Score: Raw -771057.313072 + Penalty 2853.705985 = -768203.607087
  nChanged 6
		SP:Iteration 32Q (93595.430000 sec): 3 clusters
  Score: Raw -771058.743687 + Penalty 2853.705985 = -768205.037702
  nChanged 10
		SP:Iteration 33Q (93595.530000 sec): 3 clusters
  Score: Raw -771060.671988 + Penalty 2853.705985 = -768206.966003
  nChanged 6
		SP:Iteration 34Q (93595.630000 sec): 3 clusters
  Score: Raw -771061.884243 + Penalty 2853.705985 = -768208.178258
  nChanged 4
		SP:Iteration 35Q (93595.730000 sec): 3 clusters
  Score: Raw -771062.643877 + Penalty 2853.705985 = -768208.937892
  nChanged 3
		SP:Iteration 36Q (93595.830000 sec): 3 clusters
  Score: Raw -771063.185071 + Penalty 2853.705985 = -768209.479086
  nChanged 0
		SP:Iteration 37F (93595.930000 sec): 3 clusters
  Score: Raw -771063.185071 + Penalty 2853.705985 = -768209.479086
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 62 (5964 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93596.020000 sec): 2 clusters
  Score: Raw -708506.221998 + Penalty 1412.693210 = -707093.528788
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93596.120000 sec): 3 clusters
  Score: Raw -705342.117595 + Penalty 2825.386420 = -702516.731175
  nChanged 2516
		SP:Iteration 1F (93596.220000 sec): 3 clusters
  Score: Raw -706717.036158 + Penalty 2825.386420 = -703891.649738
  nChanged 402
		SP:Iteration 2F (93596.320000 sec): 3 clusters
  Score: Raw -706952.933053 + Penalty 2825.386420 = -704127.546633
  nChanged 336
		SP:Iteration 3F (93596.420000 sec): 3 clusters
  Score: Raw -707171.484846 + Penalty 2825.386420 = -704346.098426
  nChanged 346
		SP:Iteration 4F (93596.520000 sec): 3 clusters
  Score: Raw -707398.401092 + Penalty 2825.386420 = -704573.014673
  nChanged 322
		SP:Iteration 5F (93596.620000 sec): 3 clusters
  Score: Raw -707603.844063 + Penalty 2825.386420 = -704778.457643
  nChanged 271
		SP:Iteration 6Q (93596.710000 sec): 3 clusters
  Score: Raw -707759.974463 + Penalty 2825.386420 = -704934.588043
  nChanged 228
		SP:Iteration 7Q (93596.810000 sec): 3 clusters
  Score: Raw -707882.434225 + Penalty 2825.386420 = -705057.047806
  nChanged 193
		SP:Iteration 8Q (93596.910000 sec): 3 clusters
  Score: Raw -707988.612236 + Penalty 2825.386420 = -705163.225816
  nChanged 185
		SP:Iteration 9Q (93597.010000 sec): 3 clusters
  Score: Raw -708090.469181 + Penalty 2825.386420 = -705265.082761
  nChanged 162
		SP:Iteration 10Q (93597.100000 sec): 3 clusters
  Score: Raw -708187.999601 + Penalty 2825.386420 = -705362.613181
  nChanged 164
		SP:Iteration 11Q (93597.200000 sec): 3 clusters
  Score: Raw -708276.406846 + Penalty 2825.386420 = -705451.020427
  nChanged 152
		SP:Iteration 12Q (93597.300000 sec): 3 clusters
  Score: Raw -708348.524033 + Penalty 2825.386420 = -705523.137613
  nChanged 141
		SP:Iteration 13Q (93597.400000 sec): 3 clusters
  Score: Raw -708418.729596 + Penalty 2825.386420 = -705593.343177
  nChanged 125
		SP:Iteration 14Q (93597.500000 sec): 3 clusters
  Score: Raw -708480.842930 + Penalty 2825.386420 = -705655.456511
  nChanged 110
		SP:Iteration 15Q (93597.590000 sec): 3 clusters
  Score: Raw -708539.843070 + Penalty 2825.386420 = -705714.456650
  nChanged 116
		SP:Iteration 16Q (93597.690000 sec): 3 clusters
  Score: Raw -708598.533328 + Penalty 2825.386420 = -705773.146909
  nChanged 107
		SP:Iteration 17Q (93597.780000 sec): 3 clusters
  Score: Raw -708642.484286 + Penalty 2825.386420 = -705817.097866
  nChanged 80
		SP:Iteration 18Q (93597.880000 sec): 3 clusters
  Score: Raw -708677.360921 + Penalty 2825.386420 = -705851.974502
  nChanged 70
		SP:Iteration 19Q (93597.980000 sec): 3 clusters
  Score: Raw -708708.013062 + Penalty 2825.386420 = -705882.626642
  nChanged 58
		SP:Iteration 20F (93598.080000 sec): 3 clusters
  Score: Raw -708739.844172 + Penalty 2825.386420 = -705914.457753
  nChanged 70
		SP:Iteration 21Q (93598.180000 sec): 3 clusters
  Score: Raw -708776.489206 + Penalty 2825.386420 = -705951.102786
  nChanged 64
		SP:Iteration 22Q (93598.270000 sec): 3 clusters
  Score: Raw -708812.603179 + Penalty 2825.386420 = -705987.216759
  nChanged 65
		SP:Iteration 23Q (93598.370000 sec): 3 clusters
  Score: Raw -708848.291017 + Penalty 2825.386420 = -706022.904597
  nChanged 55
		SP:Iteration 24Q (93598.460000 sec): 3 clusters
  Score: Raw -708875.805796 + Penalty 2825.386420 = -706050.419376
  nChanged 60
		SP:Iteration 25Q (93598.560000 sec): 3 clusters
  Score: Raw -708900.118480 + Penalty 2825.386420 = -706074.732060
  nChanged 38
		SP:Iteration 26Q (93598.660000 sec): 3 clusters
  Score: Raw -708914.951609 + Penalty 2825.386420 = -706089.565189
  nChanged 42
		SP:Iteration 27Q (93598.750000 sec): 3 clusters
  Score: Raw -708932.187195 + Penalty 2825.386420 = -706106.800775
  nChanged 39
		SP:Iteration 28Q (93598.840000 sec): 3 clusters
  Score: Raw -708946.835542 + Penalty 2825.386420 = -706121.449122
  nChanged 40
		SP:Iteration 29Q (93598.940000 sec): 3 clusters
  Score: Raw -708958.405178 + Penalty 2825.386420 = -706133.018758
  nChanged 26
		SP:Iteration 30Q (93599.040000 sec): 3 clusters
  Score: Raw -708964.667194 + Penalty 2825.386420 = -706139.280774
  nChanged 26
		SP:Iteration 31Q (93599.130000 sec): 3 clusters
  Score: Raw -708972.338035 + Penalty 2825.386420 = -706146.951615
  nChanged 23
		SP:Iteration 32Q (93599.230000 sec): 3 clusters
  Score: Raw -708978.465201 + Penalty 2825.386420 = -706153.078782
  nChanged 25
		SP:Iteration 33Q (93599.320000 sec): 3 clusters
  Score: Raw -708985.675274 + Penalty 2825.386420 = -706160.288855
  nChanged 27
		SP:Iteration 34Q (93599.420000 sec): 3 clusters
  Score: Raw -708995.345443 + Penalty 2825.386420 = -706169.959023
  nChanged 32
		SP:Iteration 35Q (93599.520000 sec): 3 clusters
  Score: Raw -709004.467433 + Penalty 2825.386420 = -706179.081014
  nChanged 24
		SP:Iteration 36Q (93599.610000 sec): 3 clusters
  Score: Raw -709012.513761 + Penalty 2825.386420 = -706187.127342
  nChanged 21
		SP:Iteration 37Q (93599.700000 sec): 3 clusters
  Score: Raw -709017.511499 + Penalty 2825.386420 = -706192.125080
  nChanged 20
		SP:Iteration 38Q (93599.800000 sec): 3 clusters
  Score: Raw -709022.469594 + Penalty 2825.386420 = -706197.083174
  nChanged 15
		SP:Iteration 39Q (93599.890000 sec): 3 clusters
  Score: Raw -709025.590861 + Penalty 2825.386420 = -706200.204441
  nChanged 8
		SP:Iteration 40F (93599.990000 sec): 3 clusters
  Score: Raw -709027.257106 + Penalty 2825.386420 = -706201.870686
  nChanged 9
		SP:Iteration 41Q (93600.090000 sec): 3 clusters
  Score: Raw -709029.049619 + Penalty 2825.386420 = -706203.663199
  nChanged 8
		SP:Iteration 42Q (93600.180000 sec): 3 clusters
  Score: Raw -709030.615809 + Penalty 2825.386420 = -706205.229389
  nChanged 5
		SP:Iteration 43Q (93600.280000 sec): 3 clusters
  Score: Raw -709031.662089 + Penalty 2825.386420 = -706206.275670
  nChanged 7
		SP:Iteration 44Q (93600.370000 sec): 3 clusters
  Score: Raw -709032.940149 + Penalty 2825.386420 = -706207.553729
  nChanged 6
		SP:Iteration 45Q (93600.470000 sec): 3 clusters
  Score: Raw -709034.428547 + Penalty 2825.386420 = -706209.042128
  nChanged 6
		SP:Iteration 46Q (93600.560000 sec): 3 clusters
  Score: Raw -709035.717095 + Penalty 2825.386420 = -706210.330675
  nChanged 7
		SP:Iteration 47Q (93600.660000 sec): 3 clusters
  Score: Raw -709036.852434 + Penalty 2825.386420 = -706211.466014
  nChanged 12
		SP:Iteration 48Q (93600.760000 sec): 3 clusters
  Score: Raw -709039.474195 + Penalty 2825.386420 = -706214.087775
  nChanged 8
		SP:Iteration 49Q (93600.850000 sec): 3 clusters
  Score: Raw -709040.905855 + Penalty 2825.386420 = -706215.519435
  nChanged 8
		SP:Iteration 50Q (93600.940000 sec): 3 clusters
  Score: Raw -709042.285052 + Penalty 2825.386420 = -706216.898633
  nChanged 7
		SP:Iteration 51Q (93601.040000 sec): 3 clusters
  Score: Raw -709043.677508 + Penalty 2825.386420 = -706218.291089
  nChanged 7
		SP:Iteration 52Q (93601.140000 sec): 3 clusters
  Score: Raw -709045.027195 + Penalty 2825.386420 = -706219.640776
  nChanged 7
		SP:Iteration 53Q (93601.230000 sec): 3 clusters
  Score: Raw -709046.151155 + Penalty 2825.386420 = -706220.764735
  nChanged 8
		SP:Iteration 54Q (93601.320000 sec): 3 clusters
  Score: Raw -709047.710453 + Penalty 2825.386420 = -706222.324033
  nChanged 11
		SP:Iteration 55Q (93601.420000 sec): 3 clusters
  Score: Raw -709050.790149 + Penalty 2825.386420 = -706225.403730
  nChanged 11
		SP:Iteration 56Q (93601.520000 sec): 3 clusters
  Score: Raw -709052.816178 + Penalty 2825.386420 = -706227.429758
  nChanged 8
		SP:Iteration 57Q (93601.610000 sec): 3 clusters
  Score: Raw -709054.264105 + Penalty 2825.386420 = -706228.877685
  nChanged 10
		SP:Iteration 58Q (93601.700000 sec): 3 clusters
  Score: Raw -709056.364850 + Penalty 2825.386420 = -706230.978430
  nChanged 11
		SP:Iteration 59Q (93601.800000 sec): 3 clusters
  Score: Raw -709058.182652 + Penalty 2825.386420 = -706232.796232
  nChanged 5
		SP:Iteration 60F (93601.900000 sec): 3 clusters
  Score: Raw -709059.226941 + Penalty 2825.386420 = -706233.840521
  nChanged 6
		SP:Iteration 61Q (93601.990000 sec): 3 clusters
  Score: Raw -709060.410694 + Penalty 2825.386420 = -706235.024275
  nChanged 7
		SP:Iteration 62Q (93602.090000 sec): 3 clusters
  Score: Raw -709062.915584 + Penalty 2825.386420 = -706237.529165
  nChanged 8
		SP:Iteration 63Q (93602.180000 sec): 3 clusters
  Score: Raw -709065.447401 + Penalty 2825.386420 = -706240.060981
  nChanged 10
		SP:Iteration 64Q (93602.280000 sec): 3 clusters
  Score: Raw -709067.986250 + Penalty 2825.386420 = -706242.599830
  nChanged 13
		SP:Iteration 65Q (93602.370000 sec): 3 clusters
  Score: Raw -709070.575337 + Penalty 2825.386420 = -706245.188917
  nChanged 10
		SP:Iteration 66Q (93602.460000 sec): 3 clusters
  Score: Raw -709072.648069 + Penalty 2825.386420 = -706247.261650
  nChanged 8
		SP:Iteration 67Q (93602.560000 sec): 3 clusters
  Score: Raw -709073.671663 + Penalty 2825.386420 = -706248.285243
  nChanged 7
		SP:Iteration 68Q (93602.660000 sec): 3 clusters
  Score: Raw -709075.252244 + Penalty 2825.386420 = -706249.865824
  nChanged 10
		SP:Iteration 69Q (93602.750000 sec): 3 clusters
  Score: Raw -709077.957939 + Penalty 2825.386420 = -706252.571519
  nChanged 8
		SP:Iteration 70Q (93602.840000 sec): 3 clusters
  Score: Raw -709079.437155 + Penalty 2825.386420 = -706254.050736
  nChanged 2
		SP:Iteration 71Q (93602.940000 sec): 3 clusters
  Score: Raw -709079.809497 + Penalty 2825.386420 = -706254.423078
  nChanged 2
		SP:Iteration 72Q (93603.040000 sec): 3 clusters
  Score: Raw -709080.139012 + Penalty 2825.386420 = -706254.752593
  nChanged 2
		SP:Iteration 73Q (93603.130000 sec): 3 clusters
  Score: Raw -709080.521360 + Penalty 2825.386420 = -706255.134940
  nChanged 1
		SP:Iteration 74Q (93603.230000 sec): 3 clusters
  Score: Raw -709080.776101 + Penalty 2825.386420 = -706255.389681
  nChanged 2
		SP:Iteration 75Q (93603.320000 sec): 3 clusters
  Score: Raw -709081.070716 + Penalty 2825.386420 = -706255.684297
  nChanged 2
		SP:Iteration 76Q (93603.420000 sec): 3 clusters
  Score: Raw -709081.207689 + Penalty 2825.386420 = -706255.821269
  nChanged 1
		SP:Iteration 77Q (93603.510000 sec): 3 clusters
  Score: Raw -709081.384404 + Penalty 2825.386420 = -706255.997984
  nChanged 1
		SP:Iteration 78Q (93603.600000 sec): 3 clusters
  Score: Raw -709081.485678 + Penalty 2825.386420 = -706256.099259
  nChanged 1
		SP:Iteration 79Q (93603.700000 sec): 3 clusters
  Score: Raw -709081.544600 + Penalty 2825.386420 = -706256.158180
  nChanged 0
		SP:Iteration 80F (93603.800000 sec): 3 clusters
  Score: Raw -709081.544600 + Penalty 2825.386420 = -706256.158180
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 63 (19953 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93604.000000 sec): 2 clusters
  Score: Raw -2363221.928120 + Penalty 1608.934403 = -2361612.993717
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93604.280000 sec): 3 clusters
  Score: Raw -2351288.514070 + Penalty 3217.868806 = -2348070.645264
  nChanged 8961
		SP:Iteration 1F (93604.520000 sec): 3 clusters
  Score: Raw -2356501.733316 + Penalty 3217.868806 = -2353283.864511
  nChanged 1386
		SP:Iteration 2F (93604.790000 sec): 3 clusters
  Score: Raw -2357306.014012 + Penalty 3217.868806 = -2354088.145206
  nChanged 1411
		SP:Iteration 3F (93605.060000 sec): 3 clusters
  Score: Raw -2358154.071081 + Penalty 3217.868806 = -2354936.202275
  nChanged 1373
		SP:Iteration 4F (93605.310000 sec): 3 clusters
  Score: Raw -2359004.454375 + Penalty 3217.868806 = -2355786.585569
  nChanged 1302
		SP:Iteration 5F (93605.570000 sec): 3 clusters
  Score: Raw -2359802.803946 + Penalty 3217.868806 = -2356584.935140
  nChanged 1145
		SP:Iteration 6F (93605.810000 sec): 3 clusters
  Score: Raw -2360469.764635 + Penalty 3217.868806 = -2357251.895829
  nChanged 996
		SP:Iteration 7Q (93606.080000 sec): 3 clusters
  Score: Raw -2361030.202843 + Penalty 3217.868806 = -2357812.334038
  nChanged 864
		SP:Iteration 8Q (93606.330000 sec): 3 clusters
  Score: Raw -2361508.418471 + Penalty 3217.868806 = -2358290.549665
  nChanged 752
		SP:Iteration 9Q (93606.570000 sec): 3 clusters
  Score: Raw -2361923.865088 + Penalty 3217.868806 = -2358705.996282
  nChanged 663
		SP:Iteration 10Q (93606.840000 sec): 3 clusters
  Score: Raw -2362281.105930 + Penalty 3217.868806 = -2359063.237125
  nChanged 563
		SP:Iteration 11Q (93607.080000 sec): 3 clusters
  Score: Raw -2362590.002593 + Penalty 3217.868806 = -2359372.133787
  nChanged 458
		SP:Iteration 12Q (93607.330000 sec): 3 clusters
  Score: Raw -2362846.429449 + Penalty 3217.868806 = -2359628.560644
  nChanged 392
		SP:Iteration 13Q (93607.580000 sec): 3 clusters
  Score: Raw -2363077.596272 + Penalty 3217.868806 = -2359859.727466
  nChanged 354
		SP:Iteration 14Q (93607.830000 sec): 3 clusters
  Score: Raw -2363308.108897 + Penalty 3217.868806 = -2360090.240092
  nChanged 265
		SP:Iteration 15Q (93608.050000 sec): 3 clusters
  Score: Raw -2363492.861340 + Penalty 3217.868806 = -2360274.992534
  nChanged 211
		SP:Iteration 16Q (93608.310000 sec): 3 clusters
  Score: Raw -2363653.302932 + Penalty 3217.868806 = -2360435.434127
  nChanged 169
		SP:Iteration 17Q (93608.550000 sec): 3 clusters
  Score: Raw -2363784.317595 + Penalty 3217.868806 = -2360566.448789
  nChanged 137
		SP:Iteration 18Q (93608.770000 sec): 3 clusters
  Score: Raw -2363888.170925 + Penalty 3217.868806 = -2360670.302119
  nChanged 118
		SP:Iteration 19Q (93609.020000 sec): 3 clusters
  Score: Raw -2363972.813675 + Penalty 3217.868806 = -2360754.944869
  nChanged 89
		SP:Iteration 20F (93609.270000 sec): 3 clusters
  Score: Raw -2364050.756431 + Penalty 3217.868806 = -2360832.887625
  nChanged 77
		SP:Iteration 21Q (93609.490000 sec): 3 clusters
  Score: Raw -2364128.479958 + Penalty 3217.868806 = -2360910.611152
  nChanged 69
		SP:Iteration 22Q (93609.730000 sec): 3 clusters
  Score: Raw -2364174.141508 + Penalty 3217.868806 = -2360956.272702
  nChanged 49
		SP:Iteration 23Q (93609.950000 sec): 3 clusters
  Score: Raw -2364195.722791 + Penalty 3217.868806 = -2360977.853985
  nChanged 30
		SP:Iteration 24Q (93610.170000 sec): 3 clusters
  Score: Raw -2364210.447565 + Penalty 3217.868806 = -2360992.578759
  nChanged 21
		SP:Iteration 25Q (93610.390000 sec): 3 clusters
  Score: Raw -2364217.579257 + Penalty 3217.868806 = -2360999.710452
  nChanged 19
		SP:Iteration 26Q (93610.610000 sec): 3 clusters
  Score: Raw -2364225.508677 + Penalty 3217.868806 = -2361007.639871
  nChanged 16
		SP:Iteration 27Q (93610.830000 sec): 3 clusters
  Score: Raw -2364230.422579 + Penalty 3217.868806 = -2361012.553773
  nChanged 10
		SP:Iteration 28Q (93611.060000 sec): 3 clusters
  Score: Raw -2364234.769923 + Penalty 3217.868806 = -2361016.901117
  nChanged 10
		SP:Iteration 29Q (93611.280000 sec): 3 clusters
  Score: Raw -2364237.398094 + Penalty 3217.868806 = -2361019.529289
  nChanged 11
		SP:Iteration 30Q (93611.510000 sec): 3 clusters
  Score: Raw -2364239.713122 + Penalty 3217.868806 = -2361021.844317
  nChanged 5
		SP:Iteration 31Q (93611.730000 sec): 3 clusters
  Score: Raw -2364241.114433 + Penalty 3217.868806 = -2361023.245627
  nChanged 1
		SP:Iteration 32Q (93611.970000 sec): 3 clusters
  Score: Raw -2364241.286354 + Penalty 3217.868806 = -2361023.417548
  nChanged 1
		SP:Iteration 33Q (93612.190000 sec): 3 clusters
  Score: Raw -2364241.481644 + Penalty 3217.868806 = -2361023.612838
  nChanged 1
		SP:Iteration 34Q (93612.430000 sec): 3 clusters
  Score: Raw -2364241.643024 + Penalty 3217.868806 = -2361023.774218
  nChanged 1
		SP:Iteration 35Q (93612.660000 sec): 3 clusters
  Score: Raw -2364241.793086 + Penalty 3217.868806 = -2361023.924280
  nChanged 0
		SP:Iteration 36F (93612.910000 sec): 3 clusters
  Score: Raw -2364241.793086 + Penalty 3217.868806 = -2361023.924280
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 64 (708 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93612.970000 sec): 2 clusters
  Score: Raw -82979.076997 + Penalty 1066.397165 = -81912.679832
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93612.980000 sec): 3 clusters
  Score: Raw -82846.312477 + Penalty 2132.794330 = -80713.518147
  nChanged 177
		SP:Iteration 1F (93613.000000 sec): 3 clusters
  Score: Raw -83018.952036 + Penalty 2132.794330 = -80886.157705
  nChanged 40
		SP:Iteration 2F (93613.010000 sec): 3 clusters
  Score: Raw -83076.239556 + Penalty 2132.794330 = -80943.445225
  nChanged 32
		SP:Iteration 3Q (93613.020000 sec): 3 clusters
  Score: Raw -83106.738013 + Penalty 2132.794330 = -80973.943682
  nChanged 10
		SP:Iteration 4Q (93613.040000 sec): 3 clusters
  Score: Raw -83114.370403 + Penalty 2132.794330 = -80981.576073
  nChanged 5
		SP:Iteration 5Q (93613.050000 sec): 3 clusters
  Score: Raw -83123.303817 + Penalty 2132.794330 = -80990.509487
  nChanged 8
		SP:Iteration 6Q (93613.070000 sec): 3 clusters
  Score: Raw -83138.362553 + Penalty 2132.794330 = -81005.568223
  nChanged 6
		SP:Iteration 7Q (93613.080000 sec): 3 clusters
  Score: Raw -83144.540608 + Penalty 2132.794330 = -81011.746277
  nChanged 5
		SP:Iteration 8Q (93613.100000 sec): 3 clusters
  Score: Raw -83149.233373 + Penalty 2132.794330 = -81016.439042
  nChanged 2
		SP:Iteration 9Q (93613.110000 sec): 3 clusters
  Score: Raw -83150.943560 + Penalty 2132.794330 = -81018.149229
  nChanged 5
		SP:Iteration 10Q (93613.120000 sec): 3 clusters
  Score: Raw -83156.315008 + Penalty 2132.794330 = -81023.520677
  nChanged 3
		SP:Iteration 11Q (93613.140000 sec): 3 clusters
  Score: Raw -83159.670015 + Penalty 2132.794330 = -81026.875684
  nChanged 4
		SP:Iteration 12Q (93613.150000 sec): 3 clusters
  Score: Raw -83164.029458 + Penalty 2132.794330 = -81031.235128
  nChanged 6
		SP:Iteration 13Q (93613.170000 sec): 3 clusters
  Score: Raw -83171.578764 + Penalty 2132.794330 = -81038.784434
  nChanged 9
		SP:Iteration 14Q (93613.180000 sec): 3 clusters
  Score: Raw -83183.239891 + Penalty 2132.794330 = -81050.445560
  nChanged 13
		SP:Iteration 15Q (93613.200000 sec): 3 clusters
  Score: Raw -83200.051762 + Penalty 2132.794330 = -81067.257432
  nChanged 8
		SP:Iteration 16Q (93613.210000 sec): 3 clusters
  Score: Raw -83209.881090 + Penalty 2132.794330 = -81077.086760
  nChanged 3
		SP:Iteration 17Q (93613.220000 sec): 3 clusters
  Score: Raw -83213.189879 + Penalty 2132.794330 = -81080.395549
  nChanged 0
		SP:Iteration 18F (93613.240000 sec): 3 clusters
  Score: Raw -83213.189879 + Penalty 2132.794330 = -81080.395549
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 65 (6674 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93613.330000 sec): 2 clusters
  Score: Raw -793749.910286 + Penalty 1430.970882 = -792318.939404
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93613.460000 sec): 3 clusters
  Score: Raw -790169.255535 + Penalty 2861.941764 = -787307.313771
  nChanged 2770
		SP:Iteration 1F (93613.560000 sec): 3 clusters
  Score: Raw -791866.902155 + Penalty 2861.941764 = -789004.960391
  nChanged 534
		SP:Iteration 2F (93613.670000 sec): 3 clusters
  Score: Raw -792186.566928 + Penalty 2861.941764 = -789324.625164
  nChanged 417
		SP:Iteration 3F (93613.770000 sec): 3 clusters
  Score: Raw -792454.121985 + Penalty 2861.941764 = -789592.180220
  nChanged 392
		SP:Iteration 4F (93613.880000 sec): 3 clusters
  Score: Raw -792718.924262 + Penalty 2861.941764 = -789856.982498
  nChanged 376
		SP:Iteration 5F (93613.980000 sec): 3 clusters
  Score: Raw -793008.786826 + Penalty 2861.941764 = -790146.845062
  nChanged 367
		SP:Iteration 6F (93614.090000 sec): 3 clusters
  Score: Raw -793291.212770 + Penalty 2861.941764 = -790429.271006
  nChanged 280
		SP:Iteration 7Q (93614.200000 sec): 3 clusters
  Score: Raw -793504.898984 + Penalty 2861.941764 = -790642.957220
  nChanged 234
		SP:Iteration 8Q (93614.310000 sec): 3 clusters
  Score: Raw -793678.630811 + Penalty 2861.941764 = -790816.689047
  nChanged 190
		SP:Iteration 9Q (93614.420000 sec): 3 clusters
  Score: Raw -793815.044097 + Penalty 2861.941764 = -790953.102333
  nChanged 165
		SP:Iteration 10Q (93614.530000 sec): 3 clusters
  Score: Raw -793919.055061 + Penalty 2861.941764 = -791057.113297
  nChanged 128
		SP:Iteration 11Q (93614.640000 sec): 3 clusters
  Score: Raw -793990.447407 + Penalty 2861.941764 = -791128.505642
  nChanged 119
		SP:Iteration 12Q (93614.740000 sec): 3 clusters
  Score: Raw -794051.255288 + Penalty 2861.941764 = -791189.313524
  nChanged 86
		SP:Iteration 13Q (93614.850000 sec): 3 clusters
  Score: Raw -794103.560631 + Penalty 2861.941764 = -791241.618867
  nChanged 76
		SP:Iteration 14Q (93614.960000 sec): 3 clusters
  Score: Raw -794153.844815 + Penalty 2861.941764 = -791291.903051
  nChanged 68
		SP:Iteration 15Q (93615.060000 sec): 3 clusters
  Score: Raw -794195.653054 + Penalty 2861.941764 = -791333.711290
  nChanged 74
		SP:Iteration 16Q (93615.170000 sec): 3 clusters
  Score: Raw -794239.470406 + Penalty 2861.941764 = -791377.528642
  nChanged 63
		SP:Iteration 17Q (93615.280000 sec): 3 clusters
  Score: Raw -794277.001488 + Penalty 2861.941764 = -791415.059724
  nChanged 54
		SP:Iteration 18Q (93615.380000 sec): 3 clusters
  Score: Raw -794310.361496 + Penalty 2861.941764 = -791448.419731
  nChanged 44
		SP:Iteration 19Q (93615.480000 sec): 3 clusters
  Score: Raw -794334.903294 + Penalty 2861.941764 = -791472.961529
  nChanged 42
		SP:Iteration 20F (93615.600000 sec): 3 clusters
  Score: Raw -794357.599306 + Penalty 2861.941764 = -791495.657542
  nChanged 40
		SP:Iteration 21Q (93615.700000 sec): 3 clusters
  Score: Raw -794382.289495 + Penalty 2861.941764 = -791520.347731
  nChanged 34
		SP:Iteration 22Q (93615.810000 sec): 3 clusters
  Score: Raw -794401.162365 + Penalty 2861.941764 = -791539.220601
  nChanged 27
		SP:Iteration 23Q (93615.920000 sec): 3 clusters
  Score: Raw -794411.903906 + Penalty 2861.941764 = -791549.962142
  nChanged 19
		SP:Iteration 24Q (93616.030000 sec): 3 clusters
  Score: Raw -794419.515180 + Penalty 2861.941764 = -791557.573416
  nChanged 13
		SP:Iteration 25Q (93616.140000 sec): 3 clusters
  Score: Raw -794424.551134 + Penalty 2861.941764 = -791562.609369
  nChanged 14
		SP:Iteration 26Q (93616.240000 sec): 3 clusters
  Score: Raw -794429.971854 + Penalty 2861.941764 = -791568.030090
  nChanged 15
		SP:Iteration 27Q (93616.350000 sec): 3 clusters
  Score: Raw -794436.295098 + Penalty 2861.941764 = -791574.353333
  nChanged 16
		SP:Iteration 28Q (93616.460000 sec): 3 clusters
  Score: Raw -794444.830273 + Penalty 2861.941764 = -791582.888509
  nChanged 14
		SP:Iteration 29Q (93616.560000 sec): 3 clusters
  Score: Raw -794450.950807 + Penalty 2861.941764 = -791589.009043
  nChanged 14
		SP:Iteration 30Q (93616.670000 sec): 3 clusters
  Score: Raw -794457.156069 + Penalty 2861.941764 = -791595.214305
  nChanged 12
		SP:Iteration 31Q (93616.780000 sec): 3 clusters
  Score: Raw -794462.432104 + Penalty 2861.941764 = -791600.490340
  nChanged 13
		SP:Iteration 32Q (93616.880000 sec): 3 clusters
  Score: Raw -794468.250330 + Penalty 2861.941764 = -791606.308566
  nChanged 9
		SP:Iteration 33Q (93616.990000 sec): 3 clusters
  Score: Raw -794471.457683 + Penalty 2861.941764 = -791609.515919
  nChanged 8
		SP:Iteration 34Q (93617.090000 sec): 3 clusters
  Score: Raw -794474.470122 + Penalty 2861.941764 = -791612.528358
  nChanged 7
		SP:Iteration 35Q (93617.280000 sec): 3 clusters
  Score: Raw -794477.863986 + Penalty 2861.941764 = -791615.922221
  nChanged 7
		SP:Iteration 36Q (93617.390000 sec): 3 clusters
  Score: Raw -794480.602034 + Penalty 2861.941764 = -791618.660270
  nChanged 4
		SP:Iteration 37Q (93617.490000 sec): 3 clusters
  Score: Raw -794482.204267 + Penalty 2861.941764 = -791620.262503
  nChanged 3
		SP:Iteration 38Q (93617.600000 sec): 3 clusters
  Score: Raw -794483.992618 + Penalty 2861.941764 = -791622.050854
  nChanged 0
		SP:Iteration 39F (93617.710000 sec): 3 clusters
  Score: Raw -794483.992618 + Penalty 2861.941764 = -791622.050854
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 66 (32426 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93618.010000 sec): 2 clusters
  Score: Raw -4054657.573569 + Penalty 1687.841325 = -4052969.732244
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93618.340000 sec): 3 clusters
  Score: Raw -4034626.305442 + Penalty 3375.682651 = -4031250.622791
  nChanged 14834
		SP:Iteration 1F (93618.660000 sec): 3 clusters
  Score: Raw -4042849.794983 + Penalty 3375.682651 = -4039474.112332
  nChanged 1464
		SP:Iteration 2Q (93618.960000 sec): 3 clusters
  Score: Raw -4043383.306013 + Penalty 3375.682651 = -4040007.623362
  nChanged 1489
		SP:Iteration 3Q (93619.330000 sec): 3 clusters
  Score: Raw -4043991.689161 + Penalty 3375.682651 = -4040616.006510
  nChanged 1661
		SP:Iteration 4F (93619.670000 sec): 3 clusters
  Score: Raw -4044773.840731 + Penalty 3375.682651 = -4041398.158080
  nChanged 1727
		SP:Iteration 5F (93620.000000 sec): 3 clusters
  Score: Raw -4045702.754094 + Penalty 3375.682651 = -4042327.071444
  nChanged 1823
		SP:Iteration 6F (93620.320000 sec): 3 clusters
  Score: Raw -4046795.284297 + Penalty 3375.682651 = -4043419.601647
  nChanged 1768
		SP:Iteration 7F (93620.640000 sec): 3 clusters
  Score: Raw -4047861.430732 + Penalty 3375.682651 = -4044485.748081
  nChanged 1706
		SP:Iteration 8F (93620.960000 sec): 3 clusters
  Score: Raw -4048947.791176 + Penalty 3375.682651 = -4045572.108525
  nChanged 1662
		SP:Iteration 9F (93621.320000 sec): 3 clusters
  Score: Raw -4050047.780922 + Penalty 3375.682651 = -4046672.098271
  nChanged 1520
		SP:Iteration 10Q (93621.660000 sec): 3 clusters
  Score: Raw -4050990.122524 + Penalty 3375.682651 = -4047614.439874
  nChanged 1360
		SP:Iteration 11Q (93621.990000 sec): 3 clusters
  Score: Raw -4051808.722940 + Penalty 3375.682651 = -4048433.040289
  nChanged 1258
		SP:Iteration 12Q (93622.300000 sec): 3 clusters
  Score: Raw -4052595.444013 + Penalty 3375.682651 = -4049219.761362
  nChanged 1107
		SP:Iteration 13Q (93622.610000 sec): 3 clusters
  Score: Raw -4053244.864395 + Penalty 3375.682651 = -4049869.181744
  nChanged 989
		SP:Iteration 14Q (93622.910000 sec): 3 clusters
  Score: Raw -4053742.218566 + Penalty 3375.682651 = -4050366.535915
  nChanged 782
		SP:Iteration 15Q (93623.210000 sec): 3 clusters
  Score: Raw -4054085.349397 + Penalty 3375.682651 = -4050709.666746
  nChanged 670
		SP:Iteration 16Q (93623.530000 sec): 3 clusters
  Score: Raw -4054349.410211 + Penalty 3375.682651 = -4050973.727560
  nChanged 573
		SP:Iteration 17Q (93623.830000 sec): 3 clusters
  Score: Raw -4054554.066804 + Penalty 3375.682651 = -4051178.384153
  nChanged 481
		SP:Iteration 18Q (93624.130000 sec): 3 clusters
  Score: Raw -4054721.517396 + Penalty 3375.682651 = -4051345.834745
  nChanged 362
		SP:Iteration 19Q (93624.450000 sec): 3 clusters
  Score: Raw -4054838.684459 + Penalty 3375.682651 = -4051463.001808
  nChanged 292
		SP:Iteration 20F (93624.790000 sec): 3 clusters
  Score: Raw -4054922.060654 + Penalty 3375.682651 = -4051546.378003
  nChanged 228
		SP:Iteration 21Q (93625.080000 sec): 3 clusters
  Score: Raw -4054987.549759 + Penalty 3375.682651 = -4051611.867108
  nChanged 210
		SP:Iteration 22Q (93625.370000 sec): 3 clusters
  Score: Raw -4055049.122615 + Penalty 3375.682651 = -4051673.439964
  nChanged 168
		SP:Iteration 23Q (93625.660000 sec): 3 clusters
  Score: Raw -4055092.097609 + Penalty 3375.682651 = -4051716.414958
  nChanged 161
		SP:Iteration 24Q (93625.980000 sec): 3 clusters
  Score: Raw -4055132.347855 + Penalty 3375.682651 = -4051756.665204
  nChanged 134
		SP:Iteration 25Q (93626.300000 sec): 3 clusters
  Score: Raw -4055167.449797 + Penalty 3375.682651 = -4051791.767146
  nChanged 107
		SP:Iteration 26Q (93626.590000 sec): 3 clusters
  Score: Raw -4055194.497552 + Penalty 3375.682651 = -4051818.814901
  nChanged 82
		SP:Iteration 27Q (93626.900000 sec): 3 clusters
  Score: Raw -4055211.809308 + Penalty 3375.682651 = -4051836.126657
  nChanged 57
		SP:Iteration 28Q (93627.220000 sec): 3 clusters
  Score: Raw -4055224.496603 + Penalty 3375.682651 = -4051848.813952
  nChanged 63
		SP:Iteration 29Q (93627.500000 sec): 3 clusters
  Score: Raw -4055238.470897 + Penalty 3375.682651 = -4051862.788246
  nChanged 50
		SP:Iteration 30Q (93627.820000 sec): 3 clusters
  Score: Raw -4055247.728743 + Penalty 3375.682651 = -4051872.046092
  nChanged 42
		SP:Iteration 31Q (93628.130000 sec): 3 clusters
  Score: Raw -4055256.891782 + Penalty 3375.682651 = -4051881.209131
  nChanged 42
		SP:Iteration 32Q (93628.440000 sec): 3 clusters
  Score: Raw -4055265.724871 + Penalty 3375.682651 = -4051890.042220
  nChanged 33
		SP:Iteration 33Q (93628.740000 sec): 3 clusters
  Score: Raw -4055271.717610 + Penalty 3375.682651 = -4051896.034959
  nChanged 23
		SP:Iteration 34Q (93629.050000 sec): 3 clusters
  Score: Raw -4055276.645412 + Penalty 3375.682651 = -4051900.962761
  nChanged 19
		SP:Iteration 35Q (93629.360000 sec): 3 clusters
  Score: Raw -4055280.799142 + Penalty 3375.682651 = -4051905.116491
  nChanged 31
		SP:Iteration 36Q (93629.680000 sec): 3 clusters
  Score: Raw -4055286.953326 + Penalty 3375.682651 = -4051911.270675
  nChanged 17
		SP:Iteration 37Q (93630.000000 sec): 3 clusters
  Score: Raw -4055290.666913 + Penalty 3375.682651 = -4051914.984262
  nChanged 19
		SP:Iteration 38Q (93630.290000 sec): 3 clusters
  Score: Raw -4055293.286281 + Penalty 3375.682651 = -4051917.603630
  nChanged 14
		SP:Iteration 39Q (93630.580000 sec): 3 clusters
  Score: Raw -4055295.139896 + Penalty 3375.682651 = -4051919.457245
  nChanged 9
		SP:Iteration 40F (93630.920000 sec): 3 clusters
  Score: Raw -4055296.594682 + Penalty 3375.682651 = -4051920.912031
  nChanged 13
		SP:Iteration 41Q (93631.210000 sec): 3 clusters
  Score: Raw -4055298.911393 + Penalty 3375.682651 = -4051923.228742
  nChanged 7
		SP:Iteration 42Q (93631.490000 sec): 3 clusters
  Score: Raw -4055300.479991 + Penalty 3375.682651 = -4051924.797340
  nChanged 10
		SP:Iteration 43Q (93631.800000 sec): 3 clusters
  Score: Raw -4055302.219581 + Penalty 3375.682651 = -4051926.536930
  nChanged 10
		SP:Iteration 44Q (93632.120000 sec): 3 clusters
  Score: Raw -4055304.054216 + Penalty 3375.682651 = -4051928.371565
  nChanged 10
		SP:Iteration 45Q (93632.440000 sec): 3 clusters
  Score: Raw -4055305.598990 + Penalty 3375.682651 = -4051929.916339
  nChanged 8
		SP:Iteration 46Q (93632.750000 sec): 3 clusters
  Score: Raw -4055306.900310 + Penalty 3375.682651 = -4051931.217659
  nChanged 8
		SP:Iteration 47Q (93633.030000 sec): 3 clusters
  Score: Raw -4055308.443286 + Penalty 3375.682651 = -4051932.760635
  nChanged 8
		SP:Iteration 48Q (93633.350000 sec): 3 clusters
  Score: Raw -4055309.681805 + Penalty 3375.682651 = -4051933.999154
  nChanged 6
		SP:Iteration 49Q (93633.660000 sec): 3 clusters
  Score: Raw -4055310.648962 + Penalty 3375.682651 = -4051934.966311
  nChanged 8
		SP:Iteration 50Q (93633.980000 sec): 3 clusters
  Score: Raw -4055311.769001 + Penalty 3375.682651 = -4051936.086350
  nChanged 6
		SP:Iteration 51Q (93634.290000 sec): 3 clusters
  Score: Raw -4055312.560058 + Penalty 3375.682651 = -4051936.877407
  nChanged 3
		SP:Iteration 52Q (93634.570000 sec): 3 clusters
  Score: Raw -4055313.000010 + Penalty 3375.682651 = -4051937.317359
  nChanged 5
		SP:Iteration 53Q (93634.890000 sec): 3 clusters
  Score: Raw -4055313.682234 + Penalty 3375.682651 = -4051937.999583
  nChanged 4
		SP:Iteration 54Q (93635.200000 sec): 3 clusters
  Score: Raw -4055314.390810 + Penalty 3375.682651 = -4051938.708159
  nChanged 1
		SP:Iteration 55Q (93635.510000 sec): 3 clusters
  Score: Raw -4055314.533155 + Penalty 3375.682651 = -4051938.850504
  nChanged 3
		SP:Iteration 56Q (93635.820000 sec): 3 clusters
  Score: Raw -4055315.032720 + Penalty 3375.682651 = -4051939.350069
  nChanged 3
		SP:Iteration 57Q (93636.110000 sec): 3 clusters
  Score: Raw -4055315.383530 + Penalty 3375.682651 = -4051939.700879
  nChanged 2
		SP:Iteration 58Q (93636.430000 sec): 3 clusters
  Score: Raw -4055315.744616 + Penalty 3375.682651 = -4051940.061965
  nChanged 3
		SP:Iteration 59Q (93636.740000 sec): 3 clusters
  Score: Raw -4055316.215902 + Penalty 3375.682651 = -4051940.533251
  nChanged 4
		SP:Iteration 60F (93637.080000 sec): 3 clusters
  Score: Raw -4055317.156058 + Penalty 3375.682651 = -4051941.473407
  nChanged 8
		SP:Iteration 61Q (93637.370000 sec): 3 clusters
  Score: Raw -4055318.608008 + Penalty 3375.682651 = -4051942.925357
  nChanged 5
		SP:Iteration 62Q (93637.660000 sec): 3 clusters
  Score: Raw -4055319.433277 + Penalty 3375.682651 = -4051943.750626
  nChanged 7
		SP:Iteration 63Q (93637.970000 sec): 3 clusters
  Score: Raw -4055320.566058 + Penalty 3375.682651 = -4051944.883407
  nChanged 0
		SP:Iteration 64F (93638.300000 sec): 3 clusters
  Score: Raw -4055320.566058 + Penalty 3375.682651 = -4051944.883407
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 67 (16733 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93638.450000 sec): 2 clusters
  Score: Raw -1952172.812464 + Penalty 1580.334941 = -1950592.477523
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93638.730000 sec): 3 clusters
  Score: Raw -1942248.967658 + Penalty 3160.669881 = -1939088.297776
  nChanged 7489
		SP:Iteration 1F (93638.930000 sec): 3 clusters
  Score: Raw -1946487.086937 + Penalty 3160.669881 = -1943326.417056
  nChanged 1119
		SP:Iteration 2F (93639.110000 sec): 3 clusters
  Score: Raw -1947076.171177 + Penalty 3160.669881 = -1943915.501296
  nChanged 1117
		SP:Iteration 3F (93639.310000 sec): 3 clusters
  Score: Raw -1947761.889961 + Penalty 3160.669881 = -1944601.220080
  nChanged 1195
		SP:Iteration 4F (93639.570000 sec): 3 clusters
  Score: Raw -1948515.300106 + Penalty 3160.669881 = -1945354.630225
  nChanged 1068
		SP:Iteration 5F (93639.790000 sec): 3 clusters
  Score: Raw -1949117.453282 + Penalty 3160.669881 = -1945956.783401
  nChanged 879
		SP:Iteration 6F (93639.980000 sec): 3 clusters
  Score: Raw -1949591.991757 + Penalty 3160.669881 = -1946431.321876
  nChanged 696
		SP:Iteration 7Q (93640.180000 sec): 3 clusters
  Score: Raw -1949932.505807 + Penalty 3160.669881 = -1946771.835926
  nChanged 575
		SP:Iteration 8Q (93640.430000 sec): 3 clusters
  Score: Raw -1950205.587246 + Penalty 3160.669881 = -1947044.917364
  nChanged 468
		SP:Iteration 9Q (93640.650000 sec): 3 clusters
  Score: Raw -1950434.218692 + Penalty 3160.669881 = -1947273.548810
  nChanged 440
		SP:Iteration 10Q (93640.840000 sec): 3 clusters
  Score: Raw -1950660.090684 + Penalty 3160.669881 = -1947499.420803
  nChanged 401
		SP:Iteration 11Q (93641.030000 sec): 3 clusters
  Score: Raw -1950896.953832 + Penalty 3160.669881 = -1947736.283951
  nChanged 387
		SP:Iteration 12Q (93641.220000 sec): 3 clusters
  Score: Raw -1951142.535561 + Penalty 3160.669881 = -1947981.865680
  nChanged 328
		SP:Iteration 13Q (93641.410000 sec): 3 clusters
  Score: Raw -1951382.455132 + Penalty 3160.669881 = -1948221.785250
  nChanged 278
		SP:Iteration 14Q (93641.630000 sec): 3 clusters
  Score: Raw -1951580.726976 + Penalty 3160.669881 = -1948420.057095
  nChanged 258
		SP:Iteration 15Q (93641.840000 sec): 3 clusters
  Score: Raw -1951741.674551 + Penalty 3160.669881 = -1948581.004670
  nChanged 190
		SP:Iteration 16Q (93642.060000 sec): 3 clusters
  Score: Raw -1951867.324408 + Penalty 3160.669881 = -1948706.654527
  nChanged 161
		SP:Iteration 17Q (93642.230000 sec): 3 clusters
  Score: Raw -1951965.852227 + Penalty 3160.669881 = -1948805.182345
  nChanged 131
		SP:Iteration 18Q (93642.410000 sec): 3 clusters
  Score: Raw -1952031.048206 + Penalty 3160.669881 = -1948870.378324
  nChanged 105
		SP:Iteration 19Q (93642.590000 sec): 3 clusters
  Score: Raw -1952077.901498 + Penalty 3160.669881 = -1948917.231617
  nChanged 91
		SP:Iteration 20F (93642.780000 sec): 3 clusters
  Score: Raw -1952120.075667 + Penalty 3160.669881 = -1948959.405786
  nChanged 73
		SP:Iteration 21Q (93642.950000 sec): 3 clusters
  Score: Raw -1952153.761831 + Penalty 3160.669881 = -1948993.091949
  nChanged 65
		SP:Iteration 22Q (93643.130000 sec): 3 clusters
  Score: Raw -1952184.506309 + Penalty 3160.669881 = -1949023.836428
  nChanged 66
		SP:Iteration 23Q (93643.310000 sec): 3 clusters
  Score: Raw -1952216.286466 + Penalty 3160.669881 = -1949055.616584
  nChanged 64
		SP:Iteration 24Q (93643.490000 sec): 3 clusters
  Score: Raw -1952246.608594 + Penalty 3160.669881 = -1949085.938713
  nChanged 53
		SP:Iteration 25Q (93643.670000 sec): 3 clusters
  Score: Raw -1952265.942429 + Penalty 3160.669881 = -1949105.272547
  nChanged 56
		SP:Iteration 26Q (93643.840000 sec): 3 clusters
  Score: Raw -1952281.722200 + Penalty 3160.669881 = -1949121.052318
  nChanged 50
		SP:Iteration 27Q (93644.020000 sec): 3 clusters
  Score: Raw -1952298.870865 + Penalty 3160.669881 = -1949138.200983
  nChanged 39
		SP:Iteration 28Q (93644.200000 sec): 3 clusters
  Score: Raw -1952310.789658 + Penalty 3160.669881 = -1949150.119776
  nChanged 39
		SP:Iteration 29Q (93644.370000 sec): 3 clusters
  Score: Raw -1952323.413718 + Penalty 3160.669881 = -1949162.743836
  nChanged 40
		SP:Iteration 30Q (93644.550000 sec): 3 clusters
  Score: Raw -1952336.881188 + Penalty 3160.669881 = -1949176.211306
  nChanged 30
		SP:Iteration 31Q (93644.730000 sec): 3 clusters
  Score: Raw -1952347.721169 + Penalty 3160.669881 = -1949187.051288
  nChanged 29
		SP:Iteration 32Q (93644.900000 sec): 3 clusters
  Score: Raw -1952357.124192 + Penalty 3160.669881 = -1949196.454310
  nChanged 23
		SP:Iteration 33Q (93645.070000 sec): 3 clusters
  Score: Raw -1952364.346034 + Penalty 3160.669881 = -1949203.676153
  nChanged 28
		SP:Iteration 34Q (93645.250000 sec): 3 clusters
  Score: Raw -1952372.699957 + Penalty 3160.669881 = -1949212.030075
  nChanged 24
		SP:Iteration 35Q (93645.430000 sec): 3 clusters
  Score: Raw -1952379.568917 + Penalty 3160.669881 = -1949218.899036
  nChanged 21
		SP:Iteration 36Q (93645.690000 sec): 3 clusters
  Score: Raw -1952388.353507 + Penalty 3160.669881 = -1949227.683626
  nChanged 24
		SP:Iteration 37Q (93645.900000 sec): 3 clusters
  Score: Raw -1952396.211217 + Penalty 3160.669881 = -1949235.541335
  nChanged 22
		SP:Iteration 38Q (93646.120000 sec): 3 clusters
  Score: Raw -1952403.209935 + Penalty 3160.669881 = -1949242.540053
  nChanged 24
		SP:Iteration 39Q (93646.300000 sec): 3 clusters
  Score: Raw -1952412.775601 + Penalty 3160.669881 = -1949252.105719
  nChanged 16
		SP:Iteration 40F (93646.490000 sec): 3 clusters
  Score: Raw -1952418.174361 + Penalty 3160.669881 = -1949257.504480
  nChanged 9
		SP:Iteration 41Q (93646.670000 sec): 3 clusters
  Score: Raw -1952421.674696 + Penalty 3160.669881 = -1949261.004814
  nChanged 9
		SP:Iteration 42Q (93646.850000 sec): 3 clusters
  Score: Raw -1952424.162809 + Penalty 3160.669881 = -1949263.492927
  nChanged 3
		SP:Iteration 43Q (93647.030000 sec): 3 clusters
  Score: Raw -1952425.559068 + Penalty 3160.669881 = -1949264.889187
  nChanged 6
		SP:Iteration 44Q (93647.210000 sec): 3 clusters
  Score: Raw -1952428.662731 + Penalty 3160.669881 = -1949267.992849
  nChanged 7
		SP:Iteration 45Q (93647.380000 sec): 3 clusters
  Score: Raw -1952431.590385 + Penalty 3160.669881 = -1949270.920504
  nChanged 6
		SP:Iteration 46Q (93647.560000 sec): 3 clusters
  Score: Raw -1952432.726007 + Penalty 3160.669881 = -1949272.056126
  nChanged 5
		SP:Iteration 47Q (93647.770000 sec): 3 clusters
  Score: Raw -1952434.272452 + Penalty 3160.669881 = -1949273.602571
  nChanged 3
		SP:Iteration 48Q (93647.940000 sec): 3 clusters
  Score: Raw -1952435.218332 + Penalty 3160.669881 = -1949274.548450
  nChanged 6
		SP:Iteration 49Q (93648.120000 sec): 3 clusters
  Score: Raw -1952436.659412 + Penalty 3160.669881 = -1949275.989531
  nChanged 3
		SP:Iteration 50Q (93648.300000 sec): 3 clusters
  Score: Raw -1952436.911453 + Penalty 3160.669881 = -1949276.241572
  nChanged 1
		SP:Iteration 51Q (93648.480000 sec): 3 clusters
  Score: Raw -1952437.185927 + Penalty 3160.669881 = -1949276.516046
  nChanged 0
		SP:Iteration 52F (93648.680000 sec): 3 clusters
  Score: Raw -1952437.185927 + Penalty 3160.669881 = -1949276.516046
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 68 (8429 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93648.760000 sec): 2 clusters
  Score: Raw -988881.422571 + Penalty 1468.907931 = -987412.514640
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93648.920000 sec): 3 clusters
  Score: Raw -984156.019330 + Penalty 2937.815861 = -981218.203468
  nChanged 3595
		SP:Iteration 1F (93649.080000 sec): 3 clusters
  Score: Raw -986204.579133 + Penalty 2937.815861 = -983266.763271
  nChanged 644
		SP:Iteration 2F (93649.240000 sec): 3 clusters
  Score: Raw -986614.667763 + Penalty 2937.815861 = -983676.851901
  nChanged 542
		SP:Iteration 3F (93649.380000 sec): 3 clusters
  Score: Raw -986972.207996 + Penalty 2937.815861 = -984034.392134
  nChanged 505
		SP:Iteration 4F (93649.500000 sec): 3 clusters
  Score: Raw -987300.525629 + Penalty 2937.815861 = -984362.709768
  nChanged 520
		SP:Iteration 5F (93649.620000 sec): 3 clusters
  Score: Raw -987627.331044 + Penalty 2937.815861 = -984689.515182
  nChanged 462
		SP:Iteration 6F (93649.740000 sec): 3 clusters
  Score: Raw -987878.185065 + Penalty 2937.815861 = -984940.369204
  nChanged 399
		SP:Iteration 7Q (93649.860000 sec): 3 clusters
  Score: Raw -988088.786810 + Penalty 2937.815861 = -985150.970948
  nChanged 343
		SP:Iteration 8Q (93649.990000 sec): 3 clusters
  Score: Raw -988238.821259 + Penalty 2937.815861 = -985301.005398
  nChanged 271
		SP:Iteration 9Q (93650.110000 sec): 3 clusters
  Score: Raw -988353.664091 + Penalty 2937.815861 = -985415.848229
  nChanged 230
		SP:Iteration 10Q (93650.250000 sec): 3 clusters
  Score: Raw -988438.308063 + Penalty 2937.815861 = -985500.492201
  nChanged 180
		SP:Iteration 11Q (93650.370000 sec): 3 clusters
  Score: Raw -988494.296058 + Penalty 2937.815861 = -985556.480197
  nChanged 138
		SP:Iteration 12Q (93650.510000 sec): 3 clusters
  Score: Raw -988531.226031 + Penalty 2937.815861 = -985593.410170
  nChanged 103
		SP:Iteration 13Q (93650.640000 sec): 3 clusters
  Score: Raw -988559.715122 + Penalty 2937.815861 = -985621.899260
  nChanged 115
		SP:Iteration 14Q (93650.770000 sec): 3 clusters
  Score: Raw -988588.670661 + Penalty 2937.815861 = -985650.854799
  nChanged 101
		SP:Iteration 15Q (93650.900000 sec): 3 clusters
  Score: Raw -988618.562430 + Penalty 2937.815861 = -985680.746569
  nChanged 91
		SP:Iteration 16Q (93651.030000 sec): 3 clusters
  Score: Raw -988646.372732 + Penalty 2937.815861 = -985708.556870
  nChanged 77
		SP:Iteration 17Q (93651.160000 sec): 3 clusters
  Score: Raw -988671.472059 + Penalty 2937.815861 = -985733.656198
  nChanged 78
		SP:Iteration 18Q (93651.290000 sec): 3 clusters
  Score: Raw -988703.138051 + Penalty 2937.815861 = -985765.322189
  nChanged 97
		SP:Iteration 19Q (93651.420000 sec): 3 clusters
  Score: Raw -988736.504941 + Penalty 2937.815861 = -985798.689079
  nChanged 93
		SP:Iteration 20F (93651.550000 sec): 3 clusters
  Score: Raw -988781.251080 + Penalty 2937.815861 = -985843.435218
  nChanged 104
		SP:Iteration 21Q (93651.660000 sec): 3 clusters
  Score: Raw -988824.492739 + Penalty 2937.815861 = -985886.676878
  nChanged 92
		SP:Iteration 22Q (93651.810000 sec): 3 clusters
  Score: Raw -988852.599255 + Penalty 2937.815861 = -985914.783393
  nChanged 78
		SP:Iteration 23Q (93651.930000 sec): 3 clusters
  Score: Raw -988871.600629 + Penalty 2937.815861 = -985933.784767
  nChanged 66
		SP:Iteration 24Q (93652.070000 sec): 3 clusters
  Score: Raw -988886.289634 + Penalty 2937.815861 = -985948.473772
  nChanged 50
		SP:Iteration 25Q (93652.200000 sec): 3 clusters
  Score: Raw -988897.564247 + Penalty 2937.815861 = -985959.748385
  nChanged 45
		SP:Iteration 26Q (93652.330000 sec): 3 clusters
  Score: Raw -988906.885879 + Penalty 2937.815861 = -985969.070018
  nChanged 46
		SP:Iteration 27Q (93652.460000 sec): 3 clusters
  Score: Raw -988916.452870 + Penalty 2937.815861 = -985978.637008
  nChanged 42
		SP:Iteration 28Q (93652.590000 sec): 3 clusters
  Score: Raw -988925.934906 + Penalty 2937.815861 = -985988.119045
  nChanged 47
		SP:Iteration 29Q (93652.720000 sec): 3 clusters
  Score: Raw -988936.466290 + Penalty 2937.815861 = -985998.650428
  nChanged 45
		SP:Iteration 30Q (93652.850000 sec): 3 clusters
  Score: Raw -988945.565538 + Penalty 2937.815861 = -986007.749677
  nChanged 39
		SP:Iteration 31Q (93652.980000 sec): 3 clusters
  Score: Raw -988954.935493 + Penalty 2937.815861 = -986017.119632
  nChanged 47
		SP:Iteration 32Q (93653.110000 sec): 3 clusters
  Score: Raw -988965.791257 + Penalty 2937.815861 = -986027.975396
  nChanged 46
		SP:Iteration 33Q (93653.230000 sec): 3 clusters
  Score: Raw -988976.772119 + Penalty 2937.815861 = -986038.956257
  nChanged 47
		SP:Iteration 34Q (93653.350000 sec): 3 clusters
  Score: Raw -988988.504232 + Penalty 2937.815861 = -986050.688370
  nChanged 53
		SP:Iteration 35Q (93653.470000 sec): 3 clusters
  Score: Raw -989002.284750 + Penalty 2937.815861 = -986064.468889
  nChanged 54
		SP:Iteration 36Q (93653.590000 sec): 3 clusters
  Score: Raw -989015.389729 + Penalty 2937.815861 = -986077.573868
  nChanged 55
		SP:Iteration 37Q (93653.720000 sec): 3 clusters
  Score: Raw -989029.052838 + Penalty 2937.815861 = -986091.236976
  nChanged 54
		SP:Iteration 38Q (93653.850000 sec): 3 clusters
  Score: Raw -989043.249779 + Penalty 2937.815861 = -986105.433918
  nChanged 52
		SP:Iteration 39Q (93653.980000 sec): 3 clusters
  Score: Raw -989059.787301 + Penalty 2937.815861 = -986121.971439
  nChanged 58
		SP:Iteration 40F (93654.110000 sec): 3 clusters
  Score: Raw -989076.940812 + Penalty 2937.815861 = -986139.124950
  nChanged 57
		SP:Iteration 41Q (93654.240000 sec): 3 clusters
  Score: Raw -989093.916120 + Penalty 2937.815861 = -986156.100259
  nChanged 63
		SP:Iteration 42Q (93654.380000 sec): 3 clusters
  Score: Raw -989115.507038 + Penalty 2937.815861 = -986177.691176
  nChanged 57
		SP:Iteration 43Q (93654.510000 sec): 3 clusters
  Score: Raw -989132.610502 + Penalty 2937.815861 = -986194.794640
  nChanged 64
		SP:Iteration 44Q (93654.640000 sec): 3 clusters
  Score: Raw -989154.567771 + Penalty 2937.815861 = -986216.751909
  nChanged 66
		SP:Iteration 45Q (93654.770000 sec): 3 clusters
  Score: Raw -989177.048978 + Penalty 2937.815861 = -986239.233116
  nChanged 53
		SP:Iteration 46Q (93654.900000 sec): 3 clusters
  Score: Raw -989196.249569 + Penalty 2937.815861 = -986258.433707
  nChanged 57
		SP:Iteration 47Q (93655.030000 sec): 3 clusters
  Score: Raw -989216.386847 + Penalty 2937.815861 = -986278.570985
  nChanged 51
		SP:Iteration 48Q (93655.150000 sec): 3 clusters
  Score: Raw -989236.214488 + Penalty 2937.815861 = -986298.398627
  nChanged 54
		SP:Iteration 49Q (93655.270000 sec): 3 clusters
  Score: Raw -989255.189691 + Penalty 2937.815861 = -986317.373830
  nChanged 49
		SP:Iteration 50Q (93655.510000 sec): 3 clusters
  Score: Raw -989272.561635 + Penalty 2937.815861 = -986334.745773
  nChanged 44
		SP:Iteration 51Q (93655.680000 sec): 3 clusters
  Score: Raw -989288.943279 + Penalty 2937.815861 = -986351.127417
  nChanged 41
		SP:Iteration 52Q (93655.790000 sec): 3 clusters
  Score: Raw -989302.812429 + Penalty 2937.815861 = -986364.996567
  nChanged 32
		SP:Iteration 53Q (93655.920000 sec): 3 clusters
  Score: Raw -989314.408758 + Penalty 2937.815861 = -986376.592896
  nChanged 36
		SP:Iteration 54Q (93656.050000 sec): 3 clusters
  Score: Raw -989327.460021 + Penalty 2937.815861 = -986389.644159
  nChanged 38
		SP:Iteration 55Q (93656.180000 sec): 3 clusters
  Score: Raw -989340.418892 + Penalty 2937.815861 = -986402.603030
  nChanged 28
		SP:Iteration 56Q (93656.300000 sec): 3 clusters
  Score: Raw -989350.602310 + Penalty 2937.815861 = -986412.786449
  nChanged 28
		SP:Iteration 57Q (93656.440000 sec): 3 clusters
  Score: Raw -989362.646311 + Penalty 2937.815861 = -986424.830450
  nChanged 26
		SP:Iteration 58Q (93656.570000 sec): 3 clusters
  Score: Raw -989372.422467 + Penalty 2937.815861 = -986434.606606
  nChanged 28
		SP:Iteration 59Q (93656.700000 sec): 3 clusters
  Score: Raw -989383.083192 + Penalty 2937.815861 = -986445.267331
  nChanged 23
		SP:Iteration 60F (93656.820000 sec): 3 clusters
  Score: Raw -989390.426404 + Penalty 2937.815861 = -986452.610543
  nChanged 17
		SP:Iteration 61Q (93656.950000 sec): 3 clusters
  Score: Raw -989395.481774 + Penalty 2937.815861 = -986457.665912
  nChanged 18
		SP:Iteration 62Q (93657.070000 sec): 3 clusters
  Score: Raw -989400.977223 + Penalty 2937.815861 = -986463.161361
  nChanged 11
		SP:Iteration 63Q (93657.190000 sec): 3 clusters
  Score: Raw -989403.397124 + Penalty 2937.815861 = -986465.581263
  nChanged 13
		SP:Iteration 64Q (93657.310000 sec): 3 clusters
  Score: Raw -989408.073392 + Penalty 2937.815861 = -986470.257531
  nChanged 13
		SP:Iteration 65Q (93657.460000 sec): 3 clusters
  Score: Raw -989413.199033 + Penalty 2937.815861 = -986475.383172
  nChanged 12
		SP:Iteration 66Q (93657.580000 sec): 3 clusters
  Score: Raw -989418.682750 + Penalty 2937.815861 = -986480.866889
  nChanged 16
		SP:Iteration 67Q (93657.710000 sec): 3 clusters
  Score: Raw -989425.513475 + Penalty 2937.815861 = -986487.697613
  nChanged 14
		SP:Iteration 68Q (93657.840000 sec): 3 clusters
  Score: Raw -989431.490983 + Penalty 2937.815861 = -986493.675121
  nChanged 13
		SP:Iteration 69Q (93657.970000 sec): 3 clusters
  Score: Raw -989437.817978 + Penalty 2937.815861 = -986500.002117
  nChanged 11
		SP:Iteration 70Q (93658.090000 sec): 3 clusters
  Score: Raw -989442.176435 + Penalty 2937.815861 = -986504.360574
  nChanged 11
		SP:Iteration 71Q (93658.220000 sec): 3 clusters
  Score: Raw -989447.085744 + Penalty 2937.815861 = -986509.269883
  nChanged 20
		SP:Iteration 72Q (93658.350000 sec): 3 clusters
  Score: Raw -989456.046369 + Penalty 2937.815861 = -986518.230508
  nChanged 22
		SP:Iteration 73Q (93658.470000 sec): 3 clusters
  Score: Raw -989463.189929 + Penalty 2937.815861 = -986525.374068
  nChanged 14
		SP:Iteration 74Q (93658.600000 sec): 3 clusters
  Score: Raw -989470.386245 + Penalty 2937.815861 = -986532.570384
  nChanged 14
		SP:Iteration 75Q (93658.730000 sec): 3 clusters
  Score: Raw -989475.916631 + Penalty 2937.815861 = -986538.100769
  nChanged 15
		SP:Iteration 76Q (93658.860000 sec): 3 clusters
  Score: Raw -989481.519232 + Penalty 2937.815861 = -986543.703371
  nChanged 13
		SP:Iteration 77Q (93658.980000 sec): 3 clusters
  Score: Raw -989486.019451 + Penalty 2937.815861 = -986548.203589
  nChanged 11
		SP:Iteration 78Q (93659.110000 sec): 3 clusters
  Score: Raw -989490.300794 + Penalty 2937.815861 = -986552.484932
  nChanged 8
		SP:Iteration 79Q (93659.240000 sec): 3 clusters
  Score: Raw -989493.640665 + Penalty 2937.815861 = -986555.824803
  nChanged 10
		SP:Iteration 80F (93659.360000 sec): 3 clusters
  Score: Raw -989497.668499 + Penalty 2937.815861 = -986559.852638
  nChanged 14
		SP:Iteration 81Q (93659.480000 sec): 3 clusters
  Score: Raw -989504.110788 + Penalty 2937.815861 = -986566.294926
  nChanged 15
		SP:Iteration 82Q (93659.600000 sec): 3 clusters
  Score: Raw -989509.357543 + Penalty 2937.815861 = -986571.541682
  nChanged 15
		SP:Iteration 83Q (93659.720000 sec): 3 clusters
  Score: Raw -989515.532212 + Penalty 2937.815861 = -986577.716350
  nChanged 14
		SP:Iteration 84Q (93659.840000 sec): 3 clusters
  Score: Raw -989522.691771 + Penalty 2937.815861 = -986584.875909
  nChanged 19
		SP:Iteration 85Q (93659.960000 sec): 3 clusters
  Score: Raw -989534.616277 + Penalty 2937.815861 = -986596.800415
  nChanged 22
		SP:Iteration 86Q (93660.070000 sec): 3 clusters
  Score: Raw -989548.648349 + Penalty 2937.815861 = -986610.832488
  nChanged 24
		SP:Iteration 87Q (93660.190000 sec): 3 clusters
  Score: Raw -989560.755236 + Penalty 2937.815861 = -986622.939374
  nChanged 22
		SP:Iteration 88Q (93660.300000 sec): 3 clusters
  Score: Raw -989571.131274 + Penalty 2937.815861 = -986633.315412
  nChanged 18
		SP:Iteration 89Q (93660.420000 sec): 3 clusters
  Score: Raw -989580.403435 + Penalty 2937.815861 = -986642.587573
  nChanged 24
		SP:Iteration 90Q (93660.550000 sec): 3 clusters
  Score: Raw -989591.437314 + Penalty 2937.815861 = -986653.621453
  nChanged 15
		SP:Iteration 91Q (93660.680000 sec): 3 clusters
  Score: Raw -989599.494160 + Penalty 2937.815861 = -986661.678299
  nChanged 19
		SP:Iteration 92Q (93660.800000 sec): 3 clusters
  Score: Raw -989613.874680 + Penalty 2937.815861 = -986676.058819
  nChanged 24
		SP:Iteration 93Q (93660.930000 sec): 3 clusters
  Score: Raw -989627.055440 + Penalty 2937.815861 = -986689.239579
  nChanged 21
		SP:Iteration 94Q (93661.050000 sec): 3 clusters
  Score: Raw -989640.956537 + Penalty 2937.815861 = -986703.140676
  nChanged 24
		SP:Iteration 95Q (93661.180000 sec): 3 clusters
  Score: Raw -989655.654902 + Penalty 2937.815861 = -986717.839041
  nChanged 29
		SP:Iteration 96Q (93661.300000 sec): 3 clusters
  Score: Raw -989679.918836 + Penalty 2937.815861 = -986742.102974
  nChanged 29
		SP:Iteration 97Q (93661.430000 sec): 3 clusters
  Score: Raw -989702.112392 + Penalty 2937.815861 = -986764.296530
  nChanged 28
		SP:Iteration 98Q (93661.550000 sec): 3 clusters
  Score: Raw -989729.372798 + Penalty 2937.815861 = -986791.556936
  nChanged 27
		SP:Iteration 99Q (93661.680000 sec): 3 clusters
  Score: Raw -989749.858103 + Penalty 2937.815861 = -986812.042242
  nChanged 25
		SP:Iteration 100F (93661.800000 sec): 3 clusters
  Score: Raw -989768.928242 + Penalty 2937.815861 = -986831.112380
  nChanged 23
		SP:Iteration 101Q (93661.930000 sec): 3 clusters
  Score: Raw -989784.446294 + Penalty 2937.815861 = -986846.630432
  nChanged 23
		SP:Iteration 102Q (93662.050000 sec): 3 clusters
  Score: Raw -989798.063647 + Penalty 2937.815861 = -986860.247786
  nChanged 18
		SP:Iteration 103Q (93662.180000 sec): 3 clusters
  Score: Raw -989806.861966 + Penalty 2937.815861 = -986869.046104
  nChanged 11
		SP:Iteration 104Q (93662.300000 sec): 3 clusters
  Score: Raw -989810.173199 + Penalty 2937.815861 = -986872.357337
  nChanged 8
		SP:Iteration 105Q (93662.420000 sec): 3 clusters
  Score: Raw -989813.310395 + Penalty 2937.815861 = -986875.494533
  nChanged 6
		SP:Iteration 106Q (93662.550000 sec): 3 clusters
  Score: Raw -989816.237880 + Penalty 2937.815861 = -986878.422019
  nChanged 10
		SP:Iteration 107Q (93662.670000 sec): 3 clusters
  Score: Raw -989822.959686 + Penalty 2937.815861 = -986885.143825
  nChanged 13
		SP:Iteration 108Q (93662.800000 sec): 3 clusters
  Score: Raw -989831.114688 + Penalty 2937.815861 = -986893.298827
  nChanged 12
		SP:Iteration 109Q (93662.920000 sec): 3 clusters
  Score: Raw -989837.591612 + Penalty 2937.815861 = -986899.775750
  nChanged 7
		SP:Iteration 110Q (93663.040000 sec): 3 clusters
  Score: Raw -989840.218784 + Penalty 2937.815861 = -986902.402923
  nChanged 4
		SP:Iteration 111Q (93663.170000 sec): 3 clusters
  Score: Raw -989841.538050 + Penalty 2937.815861 = -986903.722188
  nChanged 2
		SP:Iteration 112Q (93663.290000 sec): 3 clusters
  Score: Raw -989842.279249 + Penalty 2937.815861 = -986904.463387
  nChanged 3
		SP:Iteration 113Q (93663.420000 sec): 3 clusters
  Score: Raw -989843.633690 + Penalty 2937.815861 = -986905.817829
  nChanged 3
		SP:Iteration 114Q (93663.540000 sec): 3 clusters
  Score: Raw -989844.932327 + Penalty 2937.815861 = -986907.116466
  nChanged 2
		SP:Iteration 115Q (93663.660000 sec): 3 clusters
  Score: Raw -989846.051014 + Penalty 2937.815861 = -986908.235153
  nChanged 1
		SP:Iteration 116Q (93663.780000 sec): 3 clusters
  Score: Raw -989846.469993 + Penalty 2937.815861 = -986908.654132
  nChanged 1
		SP:Iteration 117Q (93663.910000 sec): 3 clusters
  Score: Raw -989846.574014 + Penalty 2937.815861 = -986908.758153
  nChanged 0
		SP:Iteration 118F (93664.040000 sec): 3 clusters
  Score: Raw -989846.574014 + Penalty 2937.815861 = -986908.758153
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 69 (2545 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93664.100000 sec): 2 clusters
  Score: Raw -273400.238373 + Penalty 1274.306463 = -272125.931909
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93664.150000 sec): 3 clusters
  Score: Raw -272245.626047 + Penalty 2548.612927 = -269697.013120
  nChanged 943
		SP:Iteration 1F (93664.200000 sec): 3 clusters
  Score: Raw -272895.244832 + Penalty 2548.612927 = -270346.631905
  nChanged 219
		SP:Iteration 2F (93664.250000 sec): 3 clusters
  Score: Raw -273084.564310 + Penalty 2548.612927 = -270535.951383
  nChanged 157
		SP:Iteration 3F (93664.300000 sec): 3 clusters
  Score: Raw -273221.732007 + Penalty 2548.612927 = -270673.119080
  nChanged 134
		SP:Iteration 4F (93664.360000 sec): 3 clusters
  Score: Raw -273347.144709 + Penalty 2548.612927 = -270798.531782
  nChanged 112
		SP:Iteration 5Q (93664.400000 sec): 3 clusters
  Score: Raw -273457.176898 + Penalty 2548.612927 = -270908.563971
  nChanged 97
		SP:Iteration 6Q (93664.450000 sec): 3 clusters
  Score: Raw -273545.238848 + Penalty 2548.612927 = -270996.625921
  nChanged 95
		SP:Iteration 7Q (93664.500000 sec): 3 clusters
  Score: Raw -273621.338122 + Penalty 2548.612927 = -271072.725195
  nChanged 91
		SP:Iteration 8Q (93664.550000 sec): 3 clusters
  Score: Raw -273696.760323 + Penalty 2548.612927 = -271148.147396
  nChanged 61
		SP:Iteration 9Q (93664.600000 sec): 3 clusters
  Score: Raw -273741.858458 + Penalty 2548.612927 = -271193.245531
  nChanged 49
		SP:Iteration 10Q (93664.640000 sec): 3 clusters
  Score: Raw -273783.385971 + Penalty 2548.612927 = -271234.773044
  nChanged 52
		SP:Iteration 11Q (93664.690000 sec): 3 clusters
  Score: Raw -273828.467539 + Penalty 2548.612927 = -271279.854612
  nChanged 52
		SP:Iteration 12Q (93664.740000 sec): 3 clusters
  Score: Raw -273875.861412 + Penalty 2548.612927 = -271327.248485
  nChanged 48
		SP:Iteration 13Q (93664.790000 sec): 3 clusters
  Score: Raw -273927.206764 + Penalty 2548.612927 = -271378.593837
  nChanged 54
		SP:Iteration 14Q (93664.840000 sec): 3 clusters
  Score: Raw -273985.380467 + Penalty 2548.612927 = -271436.767540
  nChanged 48
		SP:Iteration 15Q (93664.880000 sec): 3 clusters
  Score: Raw -274037.271305 + Penalty 2548.612927 = -271488.658378
  nChanged 40
		SP:Iteration 16Q (93664.930000 sec): 3 clusters
  Score: Raw -274082.010453 + Penalty 2548.612927 = -271533.397526
  nChanged 37
		SP:Iteration 17Q (93664.980000 sec): 3 clusters
  Score: Raw -274116.821592 + Penalty 2548.612927 = -271568.208665
  nChanged 38
		SP:Iteration 18Q (93665.020000 sec): 3 clusters
  Score: Raw -274154.204592 + Penalty 2548.612927 = -271605.591665
  nChanged 18
		SP:Iteration 19Q (93665.070000 sec): 3 clusters
  Score: Raw -274169.337749 + Penalty 2548.612927 = -271620.724822
  nChanged 18
		SP:Iteration 20F (93665.120000 sec): 3 clusters
  Score: Raw -274180.587217 + Penalty 2548.612927 = -271631.974290
  nChanged 16
		SP:Iteration 21Q (93665.170000 sec): 3 clusters
  Score: Raw -274192.595437 + Penalty 2548.612927 = -271643.982510
  nChanged 18
		SP:Iteration 22Q (93665.210000 sec): 3 clusters
  Score: Raw -274209.527675 + Penalty 2548.612927 = -271660.914748
  nChanged 16
		SP:Iteration 23Q (93665.260000 sec): 3 clusters
  Score: Raw -274228.877640 + Penalty 2548.612927 = -271680.264713
  nChanged 15
		SP:Iteration 24Q (93665.310000 sec): 3 clusters
  Score: Raw -274243.424123 + Penalty 2548.612927 = -271694.811196
  nChanged 15
		SP:Iteration 25Q (93665.350000 sec): 3 clusters
  Score: Raw -274254.781907 + Penalty 2548.612927 = -271706.168980
  nChanged 3
		SP:Iteration 26Q (93665.400000 sec): 3 clusters
  Score: Raw -274255.511201 + Penalty 2548.612927 = -271706.898274
  nChanged 1
		SP:Iteration 27Q (93665.440000 sec): 3 clusters
  Score: Raw -274255.717860 + Penalty 2548.612927 = -271707.104933
  nChanged 1
		SP:Iteration 28Q (93665.490000 sec): 3 clusters
  Score: Raw -274255.993935 + Penalty 2548.612927 = -271707.381008
  nChanged 1
		SP:Iteration 29Q (93665.540000 sec): 3 clusters
  Score: Raw -274256.166654 + Penalty 2548.612927 = -271707.553727
  nChanged 0
		SP:Iteration 30F (93665.590000 sec): 3 clusters
  Score: Raw -274256.166654 + Penalty 2548.612927 = -271707.553727
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 70 (4774 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93665.660000 sec): 2 clusters
  Score: Raw -516430.167193 + Penalty 1376.527719 = -515053.639474
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93665.760000 sec): 3 clusters
  Score: Raw -514066.872673 + Penalty 2753.055437 = -511313.817235
  nChanged 1897
		SP:Iteration 1F (93665.860000 sec): 3 clusters
  Score: Raw -515358.221050 + Penalty 2753.055437 = -512605.165613
  nChanged 470
		SP:Iteration 2F (93665.960000 sec): 3 clusters
  Score: Raw -515746.932347 + Penalty 2753.055437 = -512993.876909
  nChanged 368
		SP:Iteration 3F (93666.050000 sec): 3 clusters
  Score: Raw -516029.876151 + Penalty 2753.055437 = -513276.820714
  nChanged 290
		SP:Iteration 4F (93666.140000 sec): 3 clusters
  Score: Raw -516228.168710 + Penalty 2753.055437 = -513475.113273
  nChanged 236
		SP:Iteration 5Q (93666.230000 sec): 3 clusters
  Score: Raw -516402.185280 + Penalty 2753.055437 = -513649.129843
  nChanged 187
		SP:Iteration 6Q (93666.320000 sec): 3 clusters
  Score: Raw -516551.133131 + Penalty 2753.055437 = -513798.077693
  nChanged 179
		SP:Iteration 7Q (93666.400000 sec): 3 clusters
  Score: Raw -516696.907803 + Penalty 2753.055437 = -513943.852365
  nChanged 157
		SP:Iteration 8Q (93666.500000 sec): 3 clusters
  Score: Raw -516803.155949 + Penalty 2753.055437 = -514050.100512
  nChanged 114
		SP:Iteration 9Q (93666.580000 sec): 3 clusters
  Score: Raw -516878.342117 + Penalty 2753.055437 = -514125.286680
  nChanged 106
		SP:Iteration 10Q (93666.670000 sec): 3 clusters
  Score: Raw -516933.374007 + Penalty 2753.055437 = -514180.318569
  nChanged 77
		SP:Iteration 11Q (93666.760000 sec): 3 clusters
  Score: Raw -516967.601643 + Penalty 2753.055437 = -514214.546206
  nChanged 64
		SP:Iteration 12Q (93666.850000 sec): 3 clusters
  Score: Raw -516999.510270 + Penalty 2753.055437 = -514246.454833
  nChanged 56
		SP:Iteration 13Q (93666.940000 sec): 3 clusters
  Score: Raw -517019.688213 + Penalty 2753.055437 = -514266.632776
  nChanged 41
		SP:Iteration 14Q (93667.030000 sec): 3 clusters
  Score: Raw -517030.192436 + Penalty 2753.055437 = -514277.136999
  nChanged 32
		SP:Iteration 15Q (93667.120000 sec): 3 clusters
  Score: Raw -517039.825582 + Penalty 2753.055437 = -514286.770145
  nChanged 28
		SP:Iteration 16Q (93667.200000 sec): 3 clusters
  Score: Raw -517049.328118 + Penalty 2753.055437 = -514296.272680
  nChanged 27
		SP:Iteration 17Q (93667.290000 sec): 3 clusters
  Score: Raw -517055.986753 + Penalty 2753.055437 = -514302.931316
  nChanged 12
		SP:Iteration 18Q (93667.380000 sec): 3 clusters
  Score: Raw -517058.547558 + Penalty 2753.055437 = -514305.492120
  nChanged 9
		SP:Iteration 19Q (93667.470000 sec): 3 clusters
  Score: Raw -517061.000299 + Penalty 2753.055437 = -514307.944862
  nChanged 6
		SP:Iteration 20F (93667.560000 sec): 3 clusters
  Score: Raw -517062.694814 + Penalty 2753.055437 = -514309.639377
  nChanged 8
		SP:Iteration 21Q (93667.650000 sec): 3 clusters
  Score: Raw -517063.898766 + Penalty 2753.055437 = -514310.843329
  nChanged 5
		SP:Iteration 22Q (93667.740000 sec): 3 clusters
  Score: Raw -517065.363985 + Penalty 2753.055437 = -514312.308548
  nChanged 10
		SP:Iteration 23Q (93667.830000 sec): 3 clusters
  Score: Raw -517068.741227 + Penalty 2753.055437 = -514315.685790
  nChanged 13
		SP:Iteration 24Q (93667.920000 sec): 3 clusters
  Score: Raw -517072.166173 + Penalty 2753.055437 = -514319.110735
  nChanged 10
		SP:Iteration 25Q (93668.010000 sec): 3 clusters
  Score: Raw -517075.081081 + Penalty 2753.055437 = -514322.025644
  nChanged 3
		SP:Iteration 26Q (93668.100000 sec): 3 clusters
  Score: Raw -517075.782888 + Penalty 2753.055437 = -514322.727450
  nChanged 3
		SP:Iteration 27Q (93668.180000 sec): 3 clusters
  Score: Raw -517076.196112 + Penalty 2753.055437 = -514323.140675
  nChanged 0
		SP:Iteration 28F (93668.280000 sec): 3 clusters
  Score: Raw -517076.196112 + Penalty 2753.055437 = -514323.140675
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 71 (490 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93668.330000 sec): 2 clusters
  Score: Raw -55922.753356 + Penalty 1006.590876 = -54916.162480
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93668.340000 sec): 3 clusters
  Score: Raw -55863.048824 + Penalty 2013.181752 = -53849.867072
  nChanged 103
		SP:Iteration 1F (93668.350000 sec): 3 clusters
  Score: Raw -56002.533111 + Penalty 2013.181752 = -53989.351359
  nChanged 25
		SP:Iteration 2F (93668.360000 sec): 3 clusters
  Score: Raw -56050.997451 + Penalty 2013.181752 = -54037.815698
  nChanged 19
		SP:Iteration 3Q (93668.370000 sec): 3 clusters
  Score: Raw -56100.341818 + Penalty 2013.181752 = -54087.160065
  nChanged 22
		SP:Iteration 4Q (93668.380000 sec): 3 clusters
  Score: Raw -56143.217446 + Penalty 2013.181752 = -54130.035694
  nChanged 13
		SP:Iteration 5Q (93668.390000 sec): 3 clusters
  Score: Raw -56183.062364 + Penalty 2013.181752 = -54169.880611
  nChanged 16
		SP:Iteration 6Q (93668.400000 sec): 3 clusters
  Score: Raw -56249.366218 + Penalty 2013.181752 = -54236.184466
  nChanged 18
		SP:Iteration 7Q (93668.410000 sec): 3 clusters
  Score: Raw -56346.014844 + Penalty 2013.181752 = -54332.833092
  nChanged 16
		SP:Iteration 8Q (93668.420000 sec): 3 clusters
  Score: Raw -56500.529920 + Penalty 2013.181752 = -54487.348168
  nChanged 15
		SP:Iteration 9Q (93668.430000 sec): 3 clusters
  Score: Raw -56574.934902 + Penalty 2013.181752 = -54561.753150
  nChanged 13
		SP:Iteration 10Q (93668.440000 sec): 3 clusters
  Score: Raw -56610.976719 + Penalty 2013.181752 = -54597.794967
  nChanged 10
		SP:Iteration 11Q (93668.450000 sec): 3 clusters
  Score: Raw -56648.343475 + Penalty 2013.181752 = -54635.161723
  nChanged 5
		SP:Iteration 12Q (93668.460000 sec): 3 clusters
  Score: Raw -56663.104500 + Penalty 2013.181752 = -54649.922748
  nChanged 1
		SP:Iteration 13Q (93668.470000 sec): 3 clusters
  Score: Raw -56664.453513 + Penalty 2013.181752 = -54651.271761
  nChanged 1
		SP:Iteration 14Q (93668.480000 sec): 3 clusters
  Score: Raw -56666.159082 + Penalty 2013.181752 = -54652.977330
  nChanged 0
		SP:Iteration 15F (93668.490000 sec): 3 clusters
  Score: Raw -56666.159082 + Penalty 2013.181752 = -54652.977330
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 72 (2041 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93668.560000 sec): 2 clusters
  Score: Raw -236741.418113 + Penalty 1238.444214 = -235502.973899
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93668.590000 sec): 3 clusters
  Score: Raw -235883.328149 + Penalty 2476.888428 = -233406.439721
  nChanged 750
		SP:Iteration 1F (93668.630000 sec): 3 clusters
  Score: Raw -236395.954598 + Penalty 2476.888428 = -233919.066171
  nChanged 177
		SP:Iteration 2F (93668.670000 sec): 3 clusters
  Score: Raw -236548.706704 + Penalty 2476.888428 = -234071.818276
  nChanged 119
		SP:Iteration 3F (93668.710000 sec): 3 clusters
  Score: Raw -236648.803556 + Penalty 2476.888428 = -234171.915128
  nChanged 83
		SP:Iteration 4Q (93668.740000 sec): 3 clusters
  Score: Raw -236732.582940 + Penalty 2476.888428 = -234255.694512
  nChanged 74
		SP:Iteration 5Q (93668.780000 sec): 3 clusters
  Score: Raw -236806.984275 + Penalty 2476.888428 = -234330.095847
  nChanged 57
		SP:Iteration 6Q (93668.830000 sec): 3 clusters
  Score: Raw -236873.145437 + Penalty 2476.888428 = -234396.257009
  nChanged 64
		SP:Iteration 7Q (93668.870000 sec): 3 clusters
  Score: Raw -236947.673790 + Penalty 2476.888428 = -234470.785362
  nChanged 53
		SP:Iteration 8Q (93668.900000 sec): 3 clusters
  Score: Raw -237007.766100 + Penalty 2476.888428 = -234530.877672
  nChanged 54
		SP:Iteration 9Q (93668.940000 sec): 3 clusters
  Score: Raw -237055.179472 + Penalty 2476.888428 = -234578.291044
  nChanged 46
		SP:Iteration 10Q (93668.980000 sec): 3 clusters
  Score: Raw -237096.458137 + Penalty 2476.888428 = -234619.569709
  nChanged 37
		SP:Iteration 11Q (93669.020000 sec): 3 clusters
  Score: Raw -237123.487077 + Penalty 2476.888428 = -234646.598649
  nChanged 25
		SP:Iteration 12Q (93669.050000 sec): 3 clusters
  Score: Raw -237138.053669 + Penalty 2476.888428 = -234661.165241
  nChanged 14
		SP:Iteration 13Q (93669.090000 sec): 3 clusters
  Score: Raw -237143.876077 + Penalty 2476.888428 = -234666.987649
  nChanged 9
		SP:Iteration 14Q (93669.120000 sec): 3 clusters
  Score: Raw -237148.235943 + Penalty 2476.888428 = -234671.347515
  nChanged 10
		SP:Iteration 15Q (93669.160000 sec): 3 clusters
  Score: Raw -237153.396399 + Penalty 2476.888428 = -234676.507971
  nChanged 7
		SP:Iteration 16Q (93669.200000 sec): 3 clusters
  Score: Raw -237156.290657 + Penalty 2476.888428 = -234679.402230
  nChanged 6
		SP:Iteration 17Q (93669.240000 sec): 3 clusters
  Score: Raw -237160.003948 + Penalty 2476.888428 = -234683.115520
  nChanged 3
		SP:Iteration 18Q (93669.270000 sec): 3 clusters
  Score: Raw -237160.871655 + Penalty 2476.888428 = -234683.983228
  nChanged 1
		SP:Iteration 19Q (93669.310000 sec): 3 clusters
  Score: Raw -237161.159795 + Penalty 2476.888428 = -234684.271367
  nChanged 0
		SP:Iteration 20F (93669.350000 sec): 3 clusters
  Score: Raw -237161.159795 + Penalty 2476.888428 = -234684.271367
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 73 (3512 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93669.420000 sec): 2 clusters
  Score: Raw -395252.629123 + Penalty 1326.640405 = -393925.988718
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93669.490000 sec): 3 clusters
  Score: Raw -393543.594206 + Penalty 2653.280810 = -390890.313395
  nChanged 1351
		SP:Iteration 1F (93669.550000 sec): 3 clusters
  Score: Raw -394388.126116 + Penalty 2653.280810 = -391734.845306
  nChanged 313
		SP:Iteration 2F (93669.620000 sec): 3 clusters
  Score: Raw -394619.377308 + Penalty 2653.280810 = -391966.096498
  nChanged 225
		SP:Iteration 3F (93669.680000 sec): 3 clusters
  Score: Raw -394771.497782 + Penalty 2653.280810 = -392118.216972
  nChanged 164
		SP:Iteration 4Q (93669.740000 sec): 3 clusters
  Score: Raw -394894.914823 + Penalty 2653.280810 = -392241.634013
  nChanged 141
		SP:Iteration 5Q (93669.810000 sec): 3 clusters
  Score: Raw -394985.935488 + Penalty 2653.280810 = -392332.654678
  nChanged 120
		SP:Iteration 6Q (93669.870000 sec): 3 clusters
  Score: Raw -395053.413167 + Penalty 2653.280810 = -392400.132357
  nChanged 109
		SP:Iteration 7Q (93669.940000 sec): 3 clusters
  Score: Raw -395116.295462 + Penalty 2653.280810 = -392463.014651
  nChanged 98
		SP:Iteration 8Q (93670.000000 sec): 3 clusters
  Score: Raw -395168.931760 + Penalty 2653.280810 = -392515.650950
  nChanged 116
		SP:Iteration 9Q (93670.060000 sec): 3 clusters
  Score: Raw -395251.855406 + Penalty 2653.280810 = -392598.574596
  nChanged 123
		SP:Iteration 10Q (93670.120000 sec): 3 clusters
  Score: Raw -395342.831540 + Penalty 2653.280810 = -392689.550730
  nChanged 112
		SP:Iteration 11Q (93670.190000 sec): 3 clusters
  Score: Raw -395429.972162 + Penalty 2653.280810 = -392776.691352
  nChanged 105
		SP:Iteration 12Q (93670.250000 sec): 3 clusters
  Score: Raw -395510.495085 + Penalty 2653.280810 = -392857.214275
  nChanged 93
		SP:Iteration 13Q (93670.310000 sec): 3 clusters
  Score: Raw -395575.979919 + Penalty 2653.280810 = -392922.699109
  nChanged 87
		SP:Iteration 14Q (93670.380000 sec): 3 clusters
  Score: Raw -395636.749663 + Penalty 2653.280810 = -392983.468853
  nChanged 70
		SP:Iteration 15Q (93670.440000 sec): 3 clusters
  Score: Raw -395680.381064 + Penalty 2653.280810 = -393027.100254
  nChanged 56
		SP:Iteration 16Q (93670.500000 sec): 3 clusters
  Score: Raw -395712.354396 + Penalty 2653.280810 = -393059.073586
  nChanged 43
		SP:Iteration 17Q (93670.560000 sec): 3 clusters
  Score: Raw -395739.234042 + Penalty 2653.280810 = -393085.953232
  nChanged 26
		SP:Iteration 18Q (93670.620000 sec): 3 clusters
  Score: Raw -395752.814482 + Penalty 2653.280810 = -393099.533672
  nChanged 27
		SP:Iteration 19Q (93670.680000 sec): 3 clusters
  Score: Raw -395767.876357 + Penalty 2653.280810 = -393114.595547
  nChanged 24
		SP:Iteration 20F (93670.750000 sec): 3 clusters
  Score: Raw -395779.637563 + Penalty 2653.280810 = -393126.356753
  nChanged 11
		SP:Iteration 21Q (93670.810000 sec): 3 clusters
  Score: Raw -395784.222986 + Penalty 2653.280810 = -393130.942176
  nChanged 10
		SP:Iteration 22Q (93670.870000 sec): 3 clusters
  Score: Raw -395786.995423 + Penalty 2653.280810 = -393133.714613
  nChanged 8
		SP:Iteration 23Q (93670.930000 sec): 3 clusters
  Score: Raw -395788.932135 + Penalty 2653.280810 = -393135.651324
  nChanged 3
		SP:Iteration 24Q (93671.000000 sec): 3 clusters
  Score: Raw -395789.435708 + Penalty 2653.280810 = -393136.154898
  nChanged 2
		SP:Iteration 25Q (93671.060000 sec): 3 clusters
  Score: Raw -395789.871061 + Penalty 2653.280810 = -393136.590251
  nChanged 0
		SP:Iteration 26F (93671.120000 sec): 3 clusters
  Score: Raw -395789.871061 + Penalty 2653.280810 = -393136.590251
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 74 (8854 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93671.240000 sec): 2 clusters
  Score: Raw -997932.105779 + Penalty 1476.901500 = -996455.204279
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93671.390000 sec): 3 clusters
  Score: Raw -992985.660048 + Penalty 2953.802999 = -990031.857048
  nChanged 3743
		SP:Iteration 1F (93671.510000 sec): 3 clusters
  Score: Raw -995349.130718 + Penalty 2953.802999 = -992395.327719
  nChanged 732
		SP:Iteration 2F (93671.640000 sec): 3 clusters
  Score: Raw -995872.593028 + Penalty 2953.802999 = -992918.790029
  nChanged 658
		SP:Iteration 3F (93671.770000 sec): 3 clusters
  Score: Raw -996364.434007 + Penalty 2953.802999 = -993410.631007
  nChanged 588
		SP:Iteration 4F (93671.910000 sec): 3 clusters
  Score: Raw -996799.451252 + Penalty 2953.802999 = -993845.648252
  nChanged 505
		SP:Iteration 5F (93672.040000 sec): 3 clusters
  Score: Raw -997141.519512 + Penalty 2953.802999 = -994187.716513
  nChanged 424
		SP:Iteration 6Q (93672.180000 sec): 3 clusters
  Score: Raw -997437.436108 + Penalty 2953.802999 = -994483.633109
  nChanged 317
		SP:Iteration 7Q (93672.320000 sec): 3 clusters
  Score: Raw -997656.675818 + Penalty 2953.802999 = -994702.872818
  nChanged 251
		SP:Iteration 8Q (93672.440000 sec): 3 clusters
  Score: Raw -997826.594703 + Penalty 2953.802999 = -994872.791703
  nChanged 220
		SP:Iteration 9Q (93672.560000 sec): 3 clusters
  Score: Raw -997975.499554 + Penalty 2953.802999 = -995021.696554
  nChanged 191
		SP:Iteration 10Q (93672.690000 sec): 3 clusters
  Score: Raw -998098.786235 + Penalty 2953.802999 = -995144.983235
  nChanged 155
		SP:Iteration 11Q (93672.830000 sec): 3 clusters
  Score: Raw -998191.523808 + Penalty 2953.802999 = -995237.720808
  nChanged 152
		SP:Iteration 12Q (93672.960000 sec): 3 clusters
  Score: Raw -998273.516481 + Penalty 2953.802999 = -995319.713482
  nChanged 124
		SP:Iteration 13Q (93673.090000 sec): 3 clusters
  Score: Raw -998327.767739 + Penalty 2953.802999 = -995373.964740
  nChanged 94
		SP:Iteration 14Q (93673.220000 sec): 3 clusters
  Score: Raw -998362.980542 + Penalty 2953.802999 = -995409.177543
  nChanged 73
		SP:Iteration 15Q (93673.350000 sec): 3 clusters
  Score: Raw -998387.975773 + Penalty 2953.802999 = -995434.172773
  nChanged 63
		SP:Iteration 16Q (93673.480000 sec): 3 clusters
  Score: Raw -998408.661789 + Penalty 2953.802999 = -995454.858790
  nChanged 56
		SP:Iteration 17Q (93673.610000 sec): 3 clusters
  Score: Raw -998424.808966 + Penalty 2953.802999 = -995471.005967
  nChanged 37
		SP:Iteration 18Q (93673.740000 sec): 3 clusters
  Score: Raw -998436.110407 + Penalty 2953.802999 = -995482.307408
  nChanged 39
		SP:Iteration 19Q (93673.860000 sec): 3 clusters
  Score: Raw -998448.979267 + Penalty 2953.802999 = -995495.176267
  nChanged 36
		SP:Iteration 20F (93674.130000 sec): 3 clusters
  Score: Raw -998460.402151 + Penalty 2953.802999 = -995506.599152
  nChanged 35
		SP:Iteration 21Q (93674.250000 sec): 3 clusters
  Score: Raw -998471.588440 + Penalty 2953.802999 = -995517.785441
  nChanged 34
		SP:Iteration 22Q (93674.380000 sec): 3 clusters
  Score: Raw -998481.546863 + Penalty 2953.802999 = -995527.743864
  nChanged 30
		SP:Iteration 23Q (93674.500000 sec): 3 clusters
  Score: Raw -998490.052397 + Penalty 2953.802999 = -995536.249397
  nChanged 27
		SP:Iteration 24Q (93674.630000 sec): 3 clusters
  Score: Raw -998497.244144 + Penalty 2953.802999 = -995543.441145
  nChanged 25
		SP:Iteration 25Q (93674.760000 sec): 3 clusters
  Score: Raw -998502.086539 + Penalty 2953.802999 = -995548.283540
  nChanged 8
		SP:Iteration 26Q (93674.890000 sec): 3 clusters
  Score: Raw -998504.174986 + Penalty 2953.802999 = -995550.371987
  nChanged 12
		SP:Iteration 27Q (93675.020000 sec): 3 clusters
  Score: Raw -998507.121136 + Penalty 2953.802999 = -995553.318137
  nChanged 12
		SP:Iteration 28Q (93675.140000 sec): 3 clusters
  Score: Raw -998510.462212 + Penalty 2953.802999 = -995556.659213
  nChanged 15
		SP:Iteration 29Q (93675.260000 sec): 3 clusters
  Score: Raw -998513.926543 + Penalty 2953.802999 = -995560.123543
  nChanged 17
		SP:Iteration 30Q (93675.380000 sec): 3 clusters
  Score: Raw -998516.846482 + Penalty 2953.802999 = -995563.043483
  nChanged 10
		SP:Iteration 31Q (93675.510000 sec): 3 clusters
  Score: Raw -998518.489773 + Penalty 2953.802999 = -995564.686773
  nChanged 10
		SP:Iteration 32Q (93675.640000 sec): 3 clusters
  Score: Raw -998520.317147 + Penalty 2953.802999 = -995566.514148
  nChanged 7
		SP:Iteration 33Q (93675.770000 sec): 3 clusters
  Score: Raw -998521.221865 + Penalty 2953.802999 = -995567.418865
  nChanged 5
		SP:Iteration 34Q (93675.900000 sec): 3 clusters
  Score: Raw -998522.492281 + Penalty 2953.802999 = -995568.689281
  nChanged 5
		SP:Iteration 35Q (93676.030000 sec): 3 clusters
  Score: Raw -998523.150477 + Penalty 2953.802999 = -995569.347477
  nChanged 6
		SP:Iteration 36Q (93676.160000 sec): 3 clusters
  Score: Raw -998524.342127 + Penalty 2953.802999 = -995570.539127
  nChanged 6
		SP:Iteration 37Q (93676.290000 sec): 3 clusters
  Score: Raw -998525.149084 + Penalty 2953.802999 = -995571.346084
  nChanged 6
		SP:Iteration 38Q (93676.420000 sec): 3 clusters
  Score: Raw -998526.232004 + Penalty 2953.802999 = -995572.429004
  nChanged 10
		SP:Iteration 39Q (93676.550000 sec): 3 clusters
  Score: Raw -998528.172611 + Penalty 2953.802999 = -995574.369611
  nChanged 9
		SP:Iteration 40F (93676.670000 sec): 3 clusters
  Score: Raw -998530.632611 + Penalty 2953.802999 = -995576.829612
  nChanged 6
		SP:Iteration 41Q (93676.790000 sec): 3 clusters
  Score: Raw -998531.717093 + Penalty 2953.802999 = -995577.914094
  nChanged 7
		SP:Iteration 42Q (93676.920000 sec): 3 clusters
  Score: Raw -998532.435454 + Penalty 2953.802999 = -995578.632455
  nChanged 1
		SP:Iteration 43Q (93677.050000 sec): 3 clusters
  Score: Raw -998532.483519 + Penalty 2953.802999 = -995578.680520
  nChanged 0
		SP:Iteration 44F (93677.190000 sec): 3 clusters
  Score: Raw -998532.483519 + Penalty 2953.802999 = -995578.680520
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 75 (1819 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93677.350000 sec): 2 clusters
  Score: Raw -204333.538100 + Penalty 1219.731854 = -203113.806246
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93677.430000 sec): 3 clusters
  Score: Raw -203611.428996 + Penalty 2439.463708 = -201171.965288
  nChanged 628
		SP:Iteration 1F (93677.460000 sec): 3 clusters
  Score: Raw -204101.105173 + Penalty 2439.463708 = -201661.641465
  nChanged 162
		SP:Iteration 2F (93677.490000 sec): 3 clusters
  Score: Raw -204262.077295 + Penalty 2439.463708 = -201822.613587
  nChanged 112
		SP:Iteration 3F (93677.530000 sec): 3 clusters
  Score: Raw -204361.806157 + Penalty 2439.463708 = -201922.342449
  nChanged 76
		SP:Iteration 4Q (93677.570000 sec): 3 clusters
  Score: Raw -204414.606297 + Penalty 2439.463708 = -201975.142589
  nChanged 50
		SP:Iteration 5Q (93677.600000 sec): 3 clusters
  Score: Raw -204454.110429 + Penalty 2439.463708 = -202014.646721
  nChanged 45
		SP:Iteration 6Q (93677.640000 sec): 3 clusters
  Score: Raw -204486.213892 + Penalty 2439.463708 = -202046.750184
  nChanged 38
		SP:Iteration 7Q (93677.670000 sec): 3 clusters
  Score: Raw -204511.606772 + Penalty 2439.463708 = -202072.143064
  nChanged 29
		SP:Iteration 8Q (93677.710000 sec): 3 clusters
  Score: Raw -204527.253438 + Penalty 2439.463708 = -202087.789730
  nChanged 28
		SP:Iteration 9Q (93677.740000 sec): 3 clusters
  Score: Raw -204547.267818 + Penalty 2439.463708 = -202107.804110
  nChanged 24
		SP:Iteration 10Q (93677.780000 sec): 3 clusters
  Score: Raw -204560.856989 + Penalty 2439.463708 = -202121.393281
  nChanged 18
		SP:Iteration 11Q (93677.810000 sec): 3 clusters
  Score: Raw -204569.198791 + Penalty 2439.463708 = -202129.735083
  nChanged 11
		SP:Iteration 12Q (93677.850000 sec): 3 clusters
  Score: Raw -204576.048614 + Penalty 2439.463708 = -202136.584906
  nChanged 19
		SP:Iteration 13Q (93677.880000 sec): 3 clusters
  Score: Raw -204584.575837 + Penalty 2439.463708 = -202145.112129
  nChanged 17
		SP:Iteration 14Q (93677.920000 sec): 3 clusters
  Score: Raw -204593.589744 + Penalty 2439.463708 = -202154.126036
  nChanged 17
		SP:Iteration 15Q (93677.950000 sec): 3 clusters
  Score: Raw -204604.787325 + Penalty 2439.463708 = -202165.323617
  nChanged 10
		SP:Iteration 16Q (93677.990000 sec): 3 clusters
  Score: Raw -204609.421156 + Penalty 2439.463708 = -202169.957448
  nChanged 8
		SP:Iteration 17Q (93678.030000 sec): 3 clusters
  Score: Raw -204612.982489 + Penalty 2439.463708 = -202173.518781
  nChanged 3
		SP:Iteration 18Q (93678.060000 sec): 3 clusters
  Score: Raw -204614.466125 + Penalty 2439.463708 = -202175.002417
  nChanged 2
		SP:Iteration 19Q (93678.090000 sec): 3 clusters
  Score: Raw -204617.043538 + Penalty 2439.463708 = -202177.579830
  nChanged 4
		SP:Iteration 20F (93678.130000 sec): 3 clusters
  Score: Raw -204619.751598 + Penalty 2439.463708 = -202180.287890
  nChanged 6
		SP:Iteration 21Q (93678.170000 sec): 3 clusters
  Score: Raw -204622.728736 + Penalty 2439.463708 = -202183.265028
  nChanged 1
		SP:Iteration 22Q (93678.200000 sec): 3 clusters
  Score: Raw -204622.873325 + Penalty 2439.463708 = -202183.409617
  nChanged 1
		SP:Iteration 23Q (93678.230000 sec): 3 clusters
  Score: Raw -204623.037147 + Penalty 2439.463708 = -202183.573439
  nChanged 0
		SP:Iteration 24F (93678.270000 sec): 3 clusters
  Score: Raw -204623.037147 + Penalty 2439.463708 = -202183.573439
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 76 (2156 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93678.340000 sec): 2 clusters
  Score: Raw -240928.843602 + Penalty 1247.351614 = -239681.491988
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93678.380000 sec): 3 clusters
  Score: Raw -239990.930569 + Penalty 2494.703228 = -237496.227341
  nChanged 771
		SP:Iteration 1F (93678.420000 sec): 3 clusters
  Score: Raw -240609.467253 + Penalty 2494.703228 = -238114.764026
  nChanged 230
		SP:Iteration 2F (93678.460000 sec): 3 clusters
  Score: Raw -240868.600260 + Penalty 2494.703228 = -238373.897032
  nChanged 155
		SP:Iteration 3F (93678.500000 sec): 3 clusters
  Score: Raw -241046.846102 + Penalty 2494.703228 = -238552.142874
  nChanged 118
		SP:Iteration 4F (93678.540000 sec): 3 clusters
  Score: Raw -241170.052864 + Penalty 2494.703228 = -238675.349636
  nChanged 111
		SP:Iteration 5F (93678.580000 sec): 3 clusters
  Score: Raw -241299.480890 + Penalty 2494.703228 = -238804.777662
  nChanged 89
		SP:Iteration 6Q (93678.620000 sec): 3 clusters
  Score: Raw -241429.918359 + Penalty 2494.703228 = -238935.215131
  nChanged 76
		SP:Iteration 7Q (93678.650000 sec): 3 clusters
  Score: Raw -241524.409070 + Penalty 2494.703228 = -239029.705842
  nChanged 63
		SP:Iteration 8Q (93678.690000 sec): 3 clusters
  Score: Raw -241595.891131 + Penalty 2494.703228 = -239101.187903
  nChanged 50
		SP:Iteration 9Q (93678.730000 sec): 3 clusters
  Score: Raw -241644.085095 + Penalty 2494.703228 = -239149.381867
  nChanged 40
		SP:Iteration 10Q (93678.770000 sec): 3 clusters
  Score: Raw -241679.631995 + Penalty 2494.703228 = -239184.928767
  nChanged 24
		SP:Iteration 11Q (93678.810000 sec): 3 clusters
  Score: Raw -241704.385358 + Penalty 2494.703228 = -239209.682130
  nChanged 25
		SP:Iteration 12Q (93678.850000 sec): 3 clusters
  Score: Raw -241727.940974 + Penalty 2494.703228 = -239233.237746
  nChanged 13
		SP:Iteration 13Q (93678.890000 sec): 3 clusters
  Score: Raw -241736.283106 + Penalty 2494.703228 = -239241.579878
  nChanged 15
		SP:Iteration 14Q (93678.930000 sec): 3 clusters
  Score: Raw -241743.786570 + Penalty 2494.703228 = -239249.083342
  nChanged 8
		SP:Iteration 15Q (93678.960000 sec): 3 clusters
  Score: Raw -241746.071979 + Penalty 2494.703228 = -239251.368751
  nChanged 3
		SP:Iteration 16Q (93679.000000 sec): 3 clusters
  Score: Raw -241748.124260 + Penalty 2494.703228 = -239253.421032
  nChanged 4
		SP:Iteration 17Q (93679.040000 sec): 3 clusters
  Score: Raw -241749.931844 + Penalty 2494.703228 = -239255.228616
  nChanged 0
		SP:Iteration 18F (93679.080000 sec): 3 clusters
  Score: Raw -241749.931844 + Penalty 2494.703228 = -239255.228616
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 77 (438 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93679.120000 sec): 2 clusters
  Score: Raw -50577.353863 + Penalty 988.360573 = -49588.993290
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93679.130000 sec): 3 clusters
  Score: Raw -50542.096297 + Penalty 1976.721146 = -48565.375151
  nChanged 90
		SP:Iteration 1F (93679.140000 sec): 3 clusters
  Score: Raw -50678.203791 + Penalty 1976.721146 = -48701.482645
  nChanged 27
		SP:Iteration 2F (93679.150000 sec): 3 clusters
  Score: Raw -50729.805007 + Penalty 1976.721146 = -48753.083861
  nChanged 16
		SP:Iteration 3Q (93679.160000 sec): 3 clusters
  Score: Raw -50761.579597 + Penalty 1976.721146 = -48784.858451
  nChanged 5
		SP:Iteration 4Q (93679.170000 sec): 3 clusters
  Score: Raw -50775.215884 + Penalty 1976.721146 = -48798.494738
  nChanged 6
		SP:Iteration 5Q (93679.180000 sec): 3 clusters
  Score: Raw -50784.694167 + Penalty 1976.721146 = -48807.973021
  nChanged 4
		SP:Iteration 6Q (93679.190000 sec): 3 clusters
  Score: Raw -50793.761046 + Penalty 1976.721146 = -48817.039900
  nChanged 4
		SP:Iteration 7Q (93679.190000 sec): 3 clusters
  Score: Raw -50802.397521 + Penalty 1976.721146 = -48825.676375
  nChanged 2
		SP:Iteration 8Q (93679.210000 sec): 3 clusters
  Score: Raw -50810.317361 + Penalty 1976.721146 = -48833.596215
  nChanged 4
		SP:Iteration 9Q (93679.210000 sec): 3 clusters
  Score: Raw -50815.445814 + Penalty 1976.721146 = -48838.724668
  nChanged 3
		SP:Iteration 10Q (93679.220000 sec): 3 clusters
  Score: Raw -50820.258308 + Penalty 1976.721146 = -48843.537162
  nChanged 0
		SP:Iteration 11F (93679.230000 sec): 3 clusters
  Score: Raw -50820.258308 + Penalty 1976.721146 = -48843.537162
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 78 (643 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93679.270000 sec): 2 clusters
  Score: Raw -74324.942431 + Penalty 1050.748518 = -73274.193914
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93679.290000 sec): 3 clusters
  Score: Raw -74187.483675 + Penalty 2101.497035 = -72085.986639
  nChanged 149
		SP:Iteration 1F (93679.300000 sec): 3 clusters
  Score: Raw -74351.611581 + Penalty 2101.497035 = -72250.114546
  nChanged 44
		SP:Iteration 2F (93679.310000 sec): 3 clusters
  Score: Raw -74392.972399 + Penalty 2101.497035 = -72291.475364
  nChanged 22
		SP:Iteration 3Q (93679.330000 sec): 3 clusters
  Score: Raw -74420.614507 + Penalty 2101.497035 = -72319.117471
  nChanged 13
		SP:Iteration 4Q (93679.340000 sec): 3 clusters
  Score: Raw -74444.544536 + Penalty 2101.497035 = -72343.047501
  nChanged 15
		SP:Iteration 5Q (93679.350000 sec): 3 clusters
  Score: Raw -74465.087617 + Penalty 2101.497035 = -72363.590581
  nChanged 8
		SP:Iteration 6Q (93679.360000 sec): 3 clusters
  Score: Raw -74478.148093 + Penalty 2101.497035 = -72376.651058
  nChanged 7
		SP:Iteration 7Q (93679.370000 sec): 3 clusters
  Score: Raw -74487.124186 + Penalty 2101.497035 = -72385.627151
  nChanged 3
		SP:Iteration 8Q (93679.390000 sec): 3 clusters
  Score: Raw -74491.660689 + Penalty 2101.497035 = -72390.163654
  nChanged 4
		SP:Iteration 9Q (93679.400000 sec): 3 clusters
  Score: Raw -74497.389235 + Penalty 2101.497035 = -72395.892199
  nChanged 2
		SP:Iteration 10Q (93679.410000 sec): 3 clusters
  Score: Raw -74499.470541 + Penalty 2101.497035 = -72397.973506
  nChanged 2
		SP:Iteration 11Q (93679.430000 sec): 3 clusters
  Score: Raw -74505.655386 + Penalty 2101.497035 = -72404.158351
  nChanged 3
		SP:Iteration 12Q (93679.440000 sec): 3 clusters
  Score: Raw -74512.777689 + Penalty 2101.497035 = -72411.280654
  nChanged 4
		SP:Iteration 13Q (93679.450000 sec): 3 clusters
  Score: Raw -74517.585886 + Penalty 2101.497035 = -72416.088850
  nChanged 1
		SP:Iteration 14Q (93679.470000 sec): 3 clusters
  Score: Raw -74518.093438 + Penalty 2101.497035 = -72416.596402
  nChanged 2
		SP:Iteration 15Q (93679.480000 sec): 3 clusters
  Score: Raw -74521.080010 + Penalty 2101.497035 = -72419.582975
  nChanged 0
		SP:Iteration 16F (93679.490000 sec): 3 clusters
  Score: Raw -74521.080010 + Penalty 2101.497035 = -72419.582975
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 79 (3530 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93679.560000 sec): 2 clusters
  Score: Raw -418369.218247 + Penalty 1327.471137 = -417041.747110
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93679.630000 sec): 3 clusters
  Score: Raw -416643.487390 + Penalty 2654.942274 = -413988.545117
  nChanged 1375
		SP:Iteration 1F (93679.700000 sec): 3 clusters
  Score: Raw -417452.337182 + Penalty 2654.942274 = -414797.394908
  nChanged 263
		SP:Iteration 2F (93679.760000 sec): 3 clusters
  Score: Raw -417651.738038 + Penalty 2654.942274 = -414996.795765
  nChanged 219
		SP:Iteration 3F (93679.830000 sec): 3 clusters
  Score: Raw -417805.296893 + Penalty 2654.942274 = -415150.354619
  nChanged 167
		SP:Iteration 4Q (93679.890000 sec): 3 clusters
  Score: Raw -417914.721242 + Penalty 2654.942274 = -415259.778968
  nChanged 152
		SP:Iteration 5Q (93679.950000 sec): 3 clusters
  Score: Raw -418007.188865 + Penalty 2654.942274 = -415352.246591
  nChanged 136
		SP:Iteration 6Q (93680.010000 sec): 3 clusters
  Score: Raw -418074.920662 + Penalty 2654.942274 = -415419.978388
  nChanged 105
		SP:Iteration 7Q (93680.080000 sec): 3 clusters
  Score: Raw -418134.509217 + Penalty 2654.942274 = -415479.566943
  nChanged 104
		SP:Iteration 8Q (93680.140000 sec): 3 clusters
  Score: Raw -418186.538017 + Penalty 2654.942274 = -415531.595743
  nChanged 80
		SP:Iteration 9Q (93680.210000 sec): 3 clusters
  Score: Raw -418228.947922 + Penalty 2654.942274 = -415574.005648
  nChanged 75
		SP:Iteration 10Q (93680.270000 sec): 3 clusters
  Score: Raw -418276.307250 + Penalty 2654.942274 = -415621.364976
  nChanged 70
		SP:Iteration 11Q (93680.330000 sec): 3 clusters
  Score: Raw -418311.322225 + Penalty 2654.942274 = -415656.379951
  nChanged 56
		SP:Iteration 12Q (93680.390000 sec): 3 clusters
  Score: Raw -418348.844721 + Penalty 2654.942274 = -415693.902448
  nChanged 60
		SP:Iteration 13Q (93680.460000 sec): 3 clusters
  Score: Raw -418387.149677 + Penalty 2654.942274 = -415732.207403
  nChanged 51
		SP:Iteration 14Q (93680.520000 sec): 3 clusters
  Score: Raw -418418.179385 + Penalty 2654.942274 = -415763.237111
  nChanged 46
		SP:Iteration 15Q (93680.580000 sec): 3 clusters
  Score: Raw -418443.640731 + Penalty 2654.942274 = -415788.698457
  nChanged 46
		SP:Iteration 16Q (93680.650000 sec): 3 clusters
  Score: Raw -418468.490290 + Penalty 2654.942274 = -415813.548016
  nChanged 45
		SP:Iteration 17Q (93680.710000 sec): 3 clusters
  Score: Raw -418494.399713 + Penalty 2654.942274 = -415839.457440
  nChanged 30
		SP:Iteration 18Q (93680.770000 sec): 3 clusters
  Score: Raw -418511.009794 + Penalty 2654.942274 = -415856.067520
  nChanged 28
		SP:Iteration 19Q (93680.830000 sec): 3 clusters
  Score: Raw -418525.075361 + Penalty 2654.942274 = -415870.133087
  nChanged 16
		SP:Iteration 20F (93680.900000 sec): 3 clusters
  Score: Raw -418534.504074 + Penalty 2654.942274 = -415879.561801
  nChanged 19
		SP:Iteration 21Q (93680.960000 sec): 3 clusters
  Score: Raw -418545.574370 + Penalty 2654.942274 = -415890.632096
  nChanged 13
		SP:Iteration 22Q (93681.020000 sec): 3 clusters
  Score: Raw -418552.517922 + Penalty 2654.942274 = -415897.575649
  nChanged 14
		SP:Iteration 23Q (93681.090000 sec): 3 clusters
  Score: Raw -418558.465786 + Penalty 2654.942274 = -415903.523512
  nChanged 11
		SP:Iteration 24Q (93681.150000 sec): 3 clusters
  Score: Raw -418564.197729 + Penalty 2654.942274 = -415909.255455
  nChanged 9
		SP:Iteration 25Q (93681.210000 sec): 3 clusters
  Score: Raw -418568.563238 + Penalty 2654.942274 = -415913.620964
  nChanged 8
		SP:Iteration 26Q (93681.270000 sec): 3 clusters
  Score: Raw -418573.507734 + Penalty 2654.942274 = -415918.565460
  nChanged 12
		SP:Iteration 27Q (93681.330000 sec): 3 clusters
  Score: Raw -418579.390365 + Penalty 2654.942274 = -415924.448091
  nChanged 8
		SP:Iteration 28Q (93681.400000 sec): 3 clusters
  Score: Raw -418582.119192 + Penalty 2654.942274 = -415927.176918
  nChanged 9
		SP:Iteration 29Q (93681.460000 sec): 3 clusters
  Score: Raw -418587.035757 + Penalty 2654.942274 = -415932.093483
  nChanged 6
		SP:Iteration 30Q (93681.520000 sec): 3 clusters
  Score: Raw -418592.161652 + Penalty 2654.942274 = -415937.219378
  nChanged 11
		SP:Iteration 31Q (93681.590000 sec): 3 clusters
  Score: Raw -418599.026107 + Penalty 2654.942274 = -415944.083833
  nChanged 10
		SP:Iteration 32Q (93681.650000 sec): 3 clusters
  Score: Raw -418603.821417 + Penalty 2654.942274 = -415948.879143
  nChanged 7
		SP:Iteration 33Q (93681.710000 sec): 3 clusters
  Score: Raw -418607.354098 + Penalty 2654.942274 = -415952.411824
  nChanged 8
		SP:Iteration 34Q (93681.770000 sec): 3 clusters
  Score: Raw -418611.692482 + Penalty 2654.942274 = -415956.750208
  nChanged 11
		SP:Iteration 35Q (93681.830000 sec): 3 clusters
  Score: Raw -418617.113439 + Penalty 2654.942274 = -415962.171166
  nChanged 6
		SP:Iteration 36Q (93681.890000 sec): 3 clusters
  Score: Raw -418619.445053 + Penalty 2654.942274 = -415964.502780
  nChanged 2
		SP:Iteration 37Q (93681.960000 sec): 3 clusters
  Score: Raw -418620.449823 + Penalty 2654.942274 = -415965.507549
  nChanged 4
		SP:Iteration 38Q (93682.020000 sec): 3 clusters
  Score: Raw -418623.014689 + Penalty 2654.942274 = -415968.072415
  nChanged 4
		SP:Iteration 39Q (93682.080000 sec): 3 clusters
  Score: Raw -418626.147492 + Penalty 2654.942274 = -415971.205219
  nChanged 1
		SP:Iteration 40F (93682.140000 sec): 3 clusters
  Score: Raw -418626.376140 + Penalty 2654.942274 = -415971.433866
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 80 (1994 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93682.210000 sec): 2 clusters
  Score: Raw -221244.240867 + Penalty 1234.658417 = -220009.582450
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93682.250000 sec): 3 clusters
  Score: Raw -220428.603898 + Penalty 2469.316834 = -217959.287064
  nChanged 719
		SP:Iteration 1F (93682.280000 sec): 3 clusters
  Score: Raw -220925.303173 + Penalty 2469.316834 = -218455.986339
  nChanged 162
		SP:Iteration 2F (93682.320000 sec): 3 clusters
  Score: Raw -221062.044410 + Penalty 2469.316834 = -218592.727577
  nChanged 113
		SP:Iteration 3F (93682.350000 sec): 3 clusters
  Score: Raw -221162.563399 + Penalty 2469.316834 = -218693.246565
  nChanged 88
		SP:Iteration 4Q (93682.390000 sec): 3 clusters
  Score: Raw -221244.201538 + Penalty 2469.316834 = -218774.884704
  nChanged 82
		SP:Iteration 5Q (93682.430000 sec): 3 clusters
  Score: Raw -221322.810134 + Penalty 2469.316834 = -218853.493300
  nChanged 71
		SP:Iteration 6Q (93682.460000 sec): 3 clusters
  Score: Raw -221401.081392 + Penalty 2469.316834 = -218931.764558
  nChanged 64
		SP:Iteration 7Q (93682.500000 sec): 3 clusters
  Score: Raw -221491.079842 + Penalty 2469.316834 = -219021.763008
  nChanged 81
		SP:Iteration 8Q (93682.530000 sec): 3 clusters
  Score: Raw -221595.188146 + Penalty 2469.316834 = -219125.871312
  nChanged 73
		SP:Iteration 9Q (93682.570000 sec): 3 clusters
  Score: Raw -221700.881823 + Penalty 2469.316834 = -219231.564989
  nChanged 66
		SP:Iteration 10Q (93682.610000 sec): 3 clusters
  Score: Raw -221800.604901 + Penalty 2469.316834 = -219331.288067
  nChanged 48
		SP:Iteration 11Q (93682.640000 sec): 3 clusters
  Score: Raw -221851.785147 + Penalty 2469.316834 = -219382.468313
  nChanged 36
		SP:Iteration 12Q (93682.680000 sec): 3 clusters
  Score: Raw -221890.303177 + Penalty 2469.316834 = -219420.986343
  nChanged 42
		SP:Iteration 13Q (93682.710000 sec): 3 clusters
  Score: Raw -221927.096119 + Penalty 2469.316834 = -219457.779285
  nChanged 33
		SP:Iteration 14Q (93682.750000 sec): 3 clusters
  Score: Raw -221956.284235 + Penalty 2469.316834 = -219486.967401
  nChanged 28
		SP:Iteration 15Q (93682.780000 sec): 3 clusters
  Score: Raw -221981.895951 + Penalty 2469.316834 = -219512.579118
  nChanged 25
		SP:Iteration 16Q (93682.820000 sec): 3 clusters
  Score: Raw -222014.033994 + Penalty 2469.316834 = -219544.717160
  nChanged 22
		SP:Iteration 17Q (93682.850000 sec): 3 clusters
  Score: Raw -222034.906010 + Penalty 2469.316834 = -219565.589176
  nChanged 31
		SP:Iteration 18Q (93682.890000 sec): 3 clusters
  Score: Raw -222065.694398 + Penalty 2469.316834 = -219596.377564
  nChanged 31
		SP:Iteration 19Q (93682.920000 sec): 3 clusters
  Score: Raw -222093.664787 + Penalty 2469.316834 = -219624.347953
  nChanged 25
		SP:Iteration 20F (93682.960000 sec): 3 clusters
  Score: Raw -222122.280186 + Penalty 2469.316834 = -219652.963352
  nChanged 24
		SP:Iteration 21Q (93682.990000 sec): 3 clusters
  Score: Raw -222145.162380 + Penalty 2469.316834 = -219675.845546
  nChanged 21
		SP:Iteration 22Q (93683.030000 sec): 3 clusters
  Score: Raw -222171.524546 + Penalty 2469.316834 = -219702.207712
  nChanged 22
		SP:Iteration 23Q (93683.060000 sec): 3 clusters
  Score: Raw -222186.866656 + Penalty 2469.316834 = -219717.549823
  nChanged 8
		SP:Iteration 24Q (93683.100000 sec): 3 clusters
  Score: Raw -222191.181004 + Penalty 2469.316834 = -219721.864171
  nChanged 5
		SP:Iteration 25Q (93683.130000 sec): 3 clusters
  Score: Raw -222195.340554 + Penalty 2469.316834 = -219726.023720
  nChanged 5
		SP:Iteration 26Q (93683.170000 sec): 3 clusters
  Score: Raw -222196.751121 + Penalty 2469.316834 = -219727.434287
  nChanged 3
		SP:Iteration 27Q (93683.200000 sec): 3 clusters
  Score: Raw -222199.038608 + Penalty 2469.316834 = -219729.721774
  nChanged 6
		SP:Iteration 28Q (93683.240000 sec): 3 clusters
  Score: Raw -222200.633948 + Penalty 2469.316834 = -219731.317114
  nChanged 1
		SP:Iteration 29Q (93683.280000 sec): 3 clusters
  Score: Raw -222200.942053 + Penalty 2469.316834 = -219731.625219
  nChanged 0
		SP:Iteration 30F (93683.310000 sec): 3 clusters
  Score: Raw -222200.942053 + Penalty 2469.316834 = -219731.625219
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 81 (5129 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93683.390000 sec): 2 clusters
  Score: Raw -620695.362502 + Penalty 1388.183223 = -619307.179279
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93683.500000 sec): 3 clusters
  Score: Raw -618047.588812 + Penalty 2776.366446 = -615271.222367
  nChanged 2102
		SP:Iteration 1F (93683.590000 sec): 3 clusters
  Score: Raw -619210.627271 + Penalty 2776.366446 = -616434.260825
  nChanged 374
		SP:Iteration 2F (93683.680000 sec): 3 clusters
  Score: Raw -619406.491403 + Penalty 2776.366446 = -616630.124957
  nChanged 287
		SP:Iteration 3F (93683.770000 sec): 3 clusters
  Score: Raw -619539.986301 + Penalty 2776.366446 = -616763.619856
  nChanged 221
		SP:Iteration 4Q (93683.860000 sec): 3 clusters
  Score: Raw -619651.769273 + Penalty 2776.366446 = -616875.402827
  nChanged 196
		SP:Iteration 5Q (93683.950000 sec): 3 clusters
  Score: Raw -619753.708174 + Penalty 2776.366446 = -616977.341728
  nChanged 179
		SP:Iteration 6Q (93684.040000 sec): 3 clusters
  Score: Raw -619835.482878 + Penalty 2776.366446 = -617059.116433
  nChanged 135
		SP:Iteration 7Q (93684.130000 sec): 3 clusters
  Score: Raw -619887.193483 + Penalty 2776.366446 = -617110.827037
  nChanged 120
		SP:Iteration 8Q (93684.220000 sec): 3 clusters
  Score: Raw -619931.572185 + Penalty 2776.366446 = -617155.205739
  nChanged 97
		SP:Iteration 9Q (93684.310000 sec): 3 clusters
  Score: Raw -619965.912938 + Penalty 2776.366446 = -617189.546492
  nChanged 96
		SP:Iteration 10Q (93684.410000 sec): 3 clusters
  Score: Raw -619998.771191 + Penalty 2776.366446 = -617222.404745
  nChanged 83
		SP:Iteration 11Q (93684.490000 sec): 3 clusters
  Score: Raw -620030.747358 + Penalty 2776.366446 = -617254.380912
  nChanged 86
		SP:Iteration 12Q (93684.590000 sec): 3 clusters
  Score: Raw -620069.129416 + Penalty 2776.366446 = -617292.762970
  nChanged 99
		SP:Iteration 13Q (93684.680000 sec): 3 clusters
  Score: Raw -620115.977923 + Penalty 2776.366446 = -617339.611477
  nChanged 103
		SP:Iteration 14Q (93684.770000 sec): 3 clusters
  Score: Raw -620158.677584 + Penalty 2776.366446 = -617382.311139
  nChanged 92
		SP:Iteration 15Q (93684.860000 sec): 3 clusters
  Score: Raw -620198.074568 + Penalty 2776.366446 = -617421.708122
  nChanged 93
		SP:Iteration 16Q (93684.950000 sec): 3 clusters
  Score: Raw -620239.175872 + Penalty 2776.366446 = -617462.809426
  nChanged 101
		SP:Iteration 17Q (93685.040000 sec): 3 clusters
  Score: Raw -620286.208080 + Penalty 2776.366446 = -617509.841634
  nChanged 99
		SP:Iteration 18Q (93685.130000 sec): 3 clusters
  Score: Raw -620338.871241 + Penalty 2776.366446 = -617562.504795
  nChanged 95
		SP:Iteration 19Q (93685.220000 sec): 3 clusters
  Score: Raw -620388.220490 + Penalty 2776.366446 = -617611.854044
  nChanged 84
		SP:Iteration 20F (93685.310000 sec): 3 clusters
  Score: Raw -620423.757170 + Penalty 2776.366446 = -617647.390725
  nChanged 65
		SP:Iteration 21Q (93685.400000 sec): 3 clusters
  Score: Raw -620453.535718 + Penalty 2776.366446 = -617677.169272
  nChanged 60
		SP:Iteration 22Q (93685.490000 sec): 3 clusters
  Score: Raw -620484.598379 + Penalty 2776.366446 = -617708.231933
  nChanged 61
		SP:Iteration 23Q (93685.570000 sec): 3 clusters
  Score: Raw -620519.673345 + Penalty 2776.366446 = -617743.306899
  nChanged 67
		SP:Iteration 24Q (93685.670000 sec): 3 clusters
  Score: Raw -620562.128725 + Penalty 2776.366446 = -617785.762279
  nChanged 74
		SP:Iteration 25Q (93685.750000 sec): 3 clusters
  Score: Raw -620606.257498 + Penalty 2776.366446 = -617829.891052
  nChanged 61
		SP:Iteration 26Q (93685.840000 sec): 3 clusters
  Score: Raw -620636.901080 + Penalty 2776.366446 = -617860.534634
  nChanged 50
		SP:Iteration 27Q (93685.930000 sec): 3 clusters
  Score: Raw -620659.725456 + Penalty 2776.366446 = -617883.359010
  nChanged 38
		SP:Iteration 28Q (93686.020000 sec): 3 clusters
  Score: Raw -620679.134515 + Penalty 2776.366446 = -617902.768069
  nChanged 37
		SP:Iteration 29Q (93686.110000 sec): 3 clusters
  Score: Raw -620696.081727 + Penalty 2776.366446 = -617919.715281
  nChanged 35
		SP:Iteration 30Q (93686.190000 sec): 3 clusters
  Score: Raw -620711.565482 + Penalty 2776.366446 = -617935.199037
  nChanged 29
		SP:Iteration 31Q (93686.280000 sec): 3 clusters
  Score: Raw -620722.959992 + Penalty 2776.366446 = -617946.593546
  nChanged 33
		SP:Iteration 32Q (93686.370000 sec): 3 clusters
  Score: Raw -620736.701470 + Penalty 2776.366446 = -617960.335024
  nChanged 30
		SP:Iteration 33Q (93686.450000 sec): 3 clusters
  Score: Raw -620750.764484 + Penalty 2776.366446 = -617974.398038
  nChanged 32
		SP:Iteration 34Q (93686.540000 sec): 3 clusters
  Score: Raw -620767.438651 + Penalty 2776.366446 = -617991.072205
  nChanged 31
		SP:Iteration 35Q (93686.630000 sec): 3 clusters
  Score: Raw -620780.439171 + Penalty 2776.366446 = -618004.072725
  nChanged 21
		SP:Iteration 36Q (93686.720000 sec): 3 clusters
  Score: Raw -620790.958669 + Penalty 2776.366446 = -618014.592223
  nChanged 26
		SP:Iteration 37Q (93686.800000 sec): 3 clusters
  Score: Raw -620807.851498 + Penalty 2776.366446 = -618031.485053
  nChanged 25
		SP:Iteration 38Q (93686.890000 sec): 3 clusters
  Score: Raw -620819.413118 + Penalty 2776.366446 = -618043.046672
  nChanged 28
		SP:Iteration 39Q (93686.980000 sec): 3 clusters
  Score: Raw -620834.569865 + Penalty 2776.366446 = -618058.203419
  nChanged 25
		SP:Iteration 40F (93687.070000 sec): 3 clusters
  Score: Raw -620849.225328 + Penalty 2776.366446 = -618072.858882
  nChanged 22
		SP:Iteration 41Q (93687.150000 sec): 3 clusters
  Score: Raw -620864.331734 + Penalty 2776.366446 = -618087.965288
  nChanged 20
		SP:Iteration 42Q (93687.240000 sec): 3 clusters
  Score: Raw -620875.995085 + Penalty 2776.366446 = -618099.628639
  nChanged 8
		SP:Iteration 43Q (93687.320000 sec): 3 clusters
  Score: Raw -620879.718067 + Penalty 2776.366446 = -618103.351621
  nChanged 8
		SP:Iteration 44Q (93687.410000 sec): 3 clusters
  Score: Raw -620884.342483 + Penalty 2776.366446 = -618107.976037
  nChanged 8
		SP:Iteration 45Q (93687.500000 sec): 3 clusters
  Score: Raw -620888.209235 + Penalty 2776.366446 = -618111.842789
  nChanged 11
		SP:Iteration 46Q (93687.580000 sec): 3 clusters
  Score: Raw -620896.127734 + Penalty 2776.366446 = -618119.761288
  nChanged 16
		SP:Iteration 47Q (93687.670000 sec): 3 clusters
  Score: Raw -620905.845547 + Penalty 2776.366446 = -618129.479101
  nChanged 16
		SP:Iteration 48Q (93687.760000 sec): 3 clusters
  Score: Raw -620913.965671 + Penalty 2776.366446 = -618137.599225
  nChanged 15
		SP:Iteration 49Q (93687.840000 sec): 3 clusters
  Score: Raw -620923.035291 + Penalty 2776.366446 = -618146.668845
  nChanged 17
		SP:Iteration 50Q (93687.930000 sec): 3 clusters
  Score: Raw -620934.865564 + Penalty 2776.366446 = -618158.499118
  nChanged 15
		SP:Iteration 51Q (93688.020000 sec): 3 clusters
  Score: Raw -620946.927103 + Penalty 2776.366446 = -618170.560657
  nChanged 14
		SP:Iteration 52Q (93688.100000 sec): 3 clusters
  Score: Raw -620958.475739 + Penalty 2776.366446 = -618182.109293
  nChanged 9
		SP:Iteration 53Q (93688.190000 sec): 3 clusters
  Score: Raw -620964.571816 + Penalty 2776.366446 = -618188.205370
  nChanged 4
		SP:Iteration 54Q (93688.280000 sec): 3 clusters
  Score: Raw -620966.942617 + Penalty 2776.366446 = -618190.576171
  nChanged 4
		SP:Iteration 55Q (93688.360000 sec): 3 clusters
  Score: Raw -620969.659214 + Penalty 2776.366446 = -618193.292768
  nChanged 6
		SP:Iteration 56Q (93688.450000 sec): 3 clusters
  Score: Raw -620972.104140 + Penalty 2776.366446 = -618195.737694
  nChanged 3
		SP:Iteration 57Q (93688.530000 sec): 3 clusters
  Score: Raw -620973.331894 + Penalty 2776.366446 = -618196.965448
  nChanged 2
		SP:Iteration 58Q (93688.620000 sec): 3 clusters
  Score: Raw -620974.465009 + Penalty 2776.366446 = -618198.098563
  nChanged 1
		SP:Iteration 59Q (93688.700000 sec): 3 clusters
  Score: Raw -620974.964189 + Penalty 2776.366446 = -618198.597743
  nChanged 0
		SP:Iteration 60F (93688.800000 sec): 3 clusters
  Score: Raw -620974.964189 + Penalty 2776.366446 = -618198.597743
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 82 (1029 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93688.850000 sec): 2 clusters
  Score: Raw -119257.201431 + Penalty 1127.155695 = -118130.045737
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93688.870000 sec): 3 clusters
  Score: Raw -118934.302473 + Penalty 2254.311389 = -116679.991084
  nChanged 301
		SP:Iteration 1F (93688.890000 sec): 3 clusters
  Score: Raw -119201.243425 + Penalty 2254.311389 = -116946.932036
  nChanged 80
		SP:Iteration 2F (93688.910000 sec): 3 clusters
  Score: Raw -119286.881283 + Penalty 2254.311389 = -117032.569894
  nChanged 43
		SP:Iteration 3Q (93688.930000 sec): 3 clusters
  Score: Raw -119332.769165 + Penalty 2254.311389 = -117078.457776
  nChanged 30
		SP:Iteration 4Q (93688.950000 sec): 3 clusters
  Score: Raw -119368.931947 + Penalty 2254.311389 = -117114.620558
  nChanged 25
		SP:Iteration 5Q (93688.970000 sec): 3 clusters
  Score: Raw -119397.993396 + Penalty 2254.311389 = -117143.682007
  nChanged 22
		SP:Iteration 6Q (93688.990000 sec): 3 clusters
  Score: Raw -119422.743221 + Penalty 2254.311389 = -117168.431832
  nChanged 12
		SP:Iteration 7Q (93689.010000 sec): 3 clusters
  Score: Raw -119442.914457 + Penalty 2254.311389 = -117188.603068
  nChanged 18
		SP:Iteration 8Q (93689.030000 sec): 3 clusters
  Score: Raw -119466.394549 + Penalty 2254.311389 = -117212.083160
  nChanged 21
		SP:Iteration 9Q (93689.050000 sec): 3 clusters
  Score: Raw -119482.269890 + Penalty 2254.311389 = -117227.958501
  nChanged 11
		SP:Iteration 10Q (93689.070000 sec): 3 clusters
  Score: Raw -119501.294156 + Penalty 2254.311389 = -117246.982767
  nChanged 12
		SP:Iteration 11Q (93689.090000 sec): 3 clusters
  Score: Raw -119513.880026 + Penalty 2254.311389 = -117259.568637
  nChanged 10
		SP:Iteration 12Q (93689.110000 sec): 3 clusters
  Score: Raw -119519.064068 + Penalty 2254.311389 = -117264.752679
  nChanged 5
		SP:Iteration 13Q (93689.130000 sec): 3 clusters
  Score: Raw -119523.801503 + Penalty 2254.311389 = -117269.490113
  nChanged 7
		SP:Iteration 14Q (93689.150000 sec): 3 clusters
  Score: Raw -119532.649891 + Penalty 2254.311389 = -117278.338501
  nChanged 11
		SP:Iteration 15Q (93689.170000 sec): 3 clusters
  Score: Raw -119543.316368 + Penalty 2254.311389 = -117289.004979
  nChanged 7
		SP:Iteration 16Q (93689.190000 sec): 3 clusters
  Score: Raw -119548.053460 + Penalty 2254.311389 = -117293.742071
  nChanged 4
		SP:Iteration 17Q (93689.210000 sec): 3 clusters
  Score: Raw -119554.529481 + Penalty 2254.311389 = -117300.218092
  nChanged 5
		SP:Iteration 18Q (93689.230000 sec): 3 clusters
  Score: Raw -119556.512057 + Penalty 2254.311389 = -117302.200667
  nChanged 1
		SP:Iteration 19Q (93689.250000 sec): 3 clusters
  Score: Raw -119557.249468 + Penalty 2254.311389 = -117302.938079
  nChanged 0
		SP:Iteration 20F (93689.270000 sec): 3 clusters
  Score: Raw -119557.249468 + Penalty 2254.311389 = -117302.938079
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 83 (6245 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93689.360000 sec): 2 clusters
  Score: Raw -666377.769957 + Penalty 1420.174669 = -664957.595288
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93689.480000 sec): 3 clusters
  Score: Raw -663066.732181 + Penalty 2840.349337 = -660226.382844
  nChanged 2562
		SP:Iteration 1F (93689.590000 sec): 3 clusters
  Score: Raw -664529.489697 + Penalty 2840.349337 = -661689.140360
  nChanged 469
		SP:Iteration 2F (93689.700000 sec): 3 clusters
  Score: Raw -664831.603022 + Penalty 2840.349337 = -661991.253685
  nChanged 403
		SP:Iteration 3F (93689.800000 sec): 3 clusters
  Score: Raw -665093.212082 + Penalty 2840.349337 = -662252.862745
  nChanged 363
		SP:Iteration 4F (93689.910000 sec): 3 clusters
  Score: Raw -665332.069652 + Penalty 2840.349337 = -662491.720314
  nChanged 305
		SP:Iteration 5Q (93690.020000 sec): 3 clusters
  Score: Raw -665514.011843 + Penalty 2840.349337 = -662673.662506
  nChanged 277
		SP:Iteration 6Q (93690.130000 sec): 3 clusters
  Score: Raw -665680.443723 + Penalty 2840.349337 = -662840.094385
  nChanged 260
		SP:Iteration 7Q (93690.240000 sec): 3 clusters
  Score: Raw -665815.231831 + Penalty 2840.349337 = -662974.882493
  nChanged 222
		SP:Iteration 8Q (93690.350000 sec): 3 clusters
  Score: Raw -665921.828126 + Penalty 2840.349337 = -663081.478789
  nChanged 184
		SP:Iteration 9Q (93690.450000 sec): 3 clusters
  Score: Raw -666000.382531 + Penalty 2840.349337 = -663160.033193
  nChanged 147
		SP:Iteration 10Q (93690.560000 sec): 3 clusters
  Score: Raw -666079.361178 + Penalty 2840.349337 = -663239.011840
  nChanged 144
		SP:Iteration 11Q (93690.660000 sec): 3 clusters
  Score: Raw -666152.084501 + Penalty 2840.349337 = -663311.735164
  nChanged 141
		SP:Iteration 12Q (93690.780000 sec): 3 clusters
  Score: Raw -666210.682551 + Penalty 2840.349337 = -663370.333214
  nChanged 115
		SP:Iteration 13Q (93690.890000 sec): 3 clusters
  Score: Raw -666256.763558 + Penalty 2840.349337 = -663416.414220
  nChanged 93
		SP:Iteration 14Q (93690.990000 sec): 3 clusters
  Score: Raw -666291.308224 + Penalty 2840.349337 = -663450.958886
  nChanged 85
		SP:Iteration 15Q (93691.100000 sec): 3 clusters
  Score: Raw -666318.278565 + Penalty 2840.349337 = -663477.929228
  nChanged 64
		SP:Iteration 16Q (93691.210000 sec): 3 clusters
  Score: Raw -666344.693202 + Penalty 2840.349337 = -663504.343865
  nChanged 61
		SP:Iteration 17Q (93691.310000 sec): 3 clusters
  Score: Raw -666364.185730 + Penalty 2840.349337 = -663523.836393
  nChanged 65
		SP:Iteration 18Q (93691.420000 sec): 3 clusters
  Score: Raw -666387.800365 + Penalty 2840.349337 = -663547.451028
  nChanged 64
		SP:Iteration 19Q (93691.530000 sec): 3 clusters
  Score: Raw -666411.260507 + Penalty 2840.349337 = -663570.911170
  nChanged 61
		SP:Iteration 20F (93691.640000 sec): 3 clusters
  Score: Raw -666436.443615 + Penalty 2840.349337 = -663596.094278
  nChanged 54
		SP:Iteration 21Q (93691.740000 sec): 3 clusters
  Score: Raw -666459.885978 + Penalty 2840.349337 = -663619.536640
  nChanged 62
		SP:Iteration 22Q (93691.850000 sec): 3 clusters
  Score: Raw -666489.981129 + Penalty 2840.349337 = -663649.631791
  nChanged 72
		SP:Iteration 23Q (93691.950000 sec): 3 clusters
  Score: Raw -666519.195495 + Penalty 2840.349337 = -663678.846158
  nChanged 47
		SP:Iteration 24Q (93692.050000 sec): 3 clusters
  Score: Raw -666538.133222 + Penalty 2840.349337 = -663697.783885
  nChanged 47
		SP:Iteration 25Q (93692.160000 sec): 3 clusters
  Score: Raw -666554.681427 + Penalty 2840.349337 = -663714.332089
  nChanged 42
		SP:Iteration 26Q (93692.260000 sec): 3 clusters
  Score: Raw -666569.548226 + Penalty 2840.349337 = -663729.198888
  nChanged 39
		SP:Iteration 27Q (93692.370000 sec): 3 clusters
  Score: Raw -666583.926084 + Penalty 2840.349337 = -663743.576747
  nChanged 50
		SP:Iteration 28Q (93692.470000 sec): 3 clusters
  Score: Raw -666597.827913 + Penalty 2840.349337 = -663757.478576
  nChanged 42
		SP:Iteration 29Q (93692.580000 sec): 3 clusters
  Score: Raw -666612.969703 + Penalty 2840.349337 = -663772.620366
  nChanged 40
		SP:Iteration 30Q (93692.690000 sec): 3 clusters
  Score: Raw -666625.766558 + Penalty 2840.349337 = -663785.417220
  nChanged 43
		SP:Iteration 31Q (93692.790000 sec): 3 clusters
  Score: Raw -666640.092479 + Penalty 2840.349337 = -663799.743142
  nChanged 41
		SP:Iteration 32Q (93692.890000 sec): 3 clusters
  Score: Raw -666654.610880 + Penalty 2840.349337 = -663814.261542
  nChanged 50
		SP:Iteration 33Q (93692.990000 sec): 3 clusters
  Score: Raw -666673.801721 + Penalty 2840.349337 = -663833.452384
  nChanged 41
		SP:Iteration 34Q (93693.100000 sec): 3 clusters
  Score: Raw -666689.259942 + Penalty 2840.349337 = -663848.910605
  nChanged 34
		SP:Iteration 35Q (93693.200000 sec): 3 clusters
  Score: Raw -666699.436891 + Penalty 2840.349337 = -663859.087553
  nChanged 25
		SP:Iteration 36Q (93693.300000 sec): 3 clusters
  Score: Raw -666706.025670 + Penalty 2840.349337 = -663865.676333
  nChanged 16
		SP:Iteration 37Q (93693.400000 sec): 3 clusters
  Score: Raw -666710.657961 + Penalty 2840.349337 = -663870.308623
  nChanged 14
		SP:Iteration 38Q (93693.510000 sec): 3 clusters
  Score: Raw -666714.057946 + Penalty 2840.349337 = -663873.708609
  nChanged 15
		SP:Iteration 39Q (93693.610000 sec): 3 clusters
  Score: Raw -666719.122296 + Penalty 2840.349337 = -663878.772958
  nChanged 16
		SP:Iteration 40F (93693.710000 sec): 3 clusters
  Score: Raw -666724.622082 + Penalty 2840.349337 = -663884.272745
  nChanged 13
		SP:Iteration 41Q (93693.810000 sec): 3 clusters
  Score: Raw -666729.345249 + Penalty 2840.349337 = -663888.995911
  nChanged 17
		SP:Iteration 42Q (93693.920000 sec): 3 clusters
  Score: Raw -666735.207133 + Penalty 2840.349337 = -663894.857795
  nChanged 20
		SP:Iteration 43Q (93694.020000 sec): 3 clusters
  Score: Raw -666740.738818 + Penalty 2840.349337 = -663900.389481
  nChanged 15
		SP:Iteration 44Q (93694.120000 sec): 3 clusters
  Score: Raw -666745.471269 + Penalty 2840.349337 = -663905.121932
  nChanged 12
		SP:Iteration 45Q (93694.230000 sec): 3 clusters
  Score: Raw -666748.951685 + Penalty 2840.349337 = -663908.602348
  nChanged 12
		SP:Iteration 46Q (93694.340000 sec): 3 clusters
  Score: Raw -666755.378691 + Penalty 2840.349337 = -663915.029354
  nChanged 18
		SP:Iteration 47Q (93694.440000 sec): 3 clusters
  Score: Raw -666761.254683 + Penalty 2840.349337 = -663920.905346
  nChanged 17
		SP:Iteration 48Q (93694.540000 sec): 3 clusters
  Score: Raw -666767.000216 + Penalty 2840.349337 = -663926.650878
  nChanged 21
		SP:Iteration 49Q (93694.650000 sec): 3 clusters
  Score: Raw -666771.761424 + Penalty 2840.349337 = -663931.412086
  nChanged 16
		SP:Iteration 50Q (93694.750000 sec): 3 clusters
  Score: Raw -666777.627158 + Penalty 2840.349337 = -663937.277820
  nChanged 24
		SP:Iteration 51Q (93694.860000 sec): 3 clusters
  Score: Raw -666784.668116 + Penalty 2840.349337 = -663944.318779
  nChanged 12
		SP:Iteration 52Q (93694.960000 sec): 3 clusters
  Score: Raw -666788.451618 + Penalty 2840.349337 = -663948.102281
  nChanged 13
		SP:Iteration 53Q (93695.070000 sec): 3 clusters
  Score: Raw -666791.911448 + Penalty 2840.349337 = -663951.562111
  nChanged 13
		SP:Iteration 54Q (93695.170000 sec): 3 clusters
  Score: Raw -666795.655374 + Penalty 2840.349337 = -663955.306037
  nChanged 12
		SP:Iteration 55Q (93695.270000 sec): 3 clusters
  Score: Raw -666798.939208 + Penalty 2840.349337 = -663958.589871
  nChanged 10
		SP:Iteration 56Q (93695.380000 sec): 3 clusters
  Score: Raw -666800.677012 + Penalty 2840.349337 = -663960.327674
  nChanged 5
		SP:Iteration 57Q (93695.480000 sec): 3 clusters
  Score: Raw -666801.904913 + Penalty 2840.349337 = -663961.555576
  nChanged 5
		SP:Iteration 58Q (93695.590000 sec): 3 clusters
  Score: Raw -666803.056730 + Penalty 2840.349337 = -663962.707393
  nChanged 4
		SP:Iteration 59Q (93695.690000 sec): 3 clusters
  Score: Raw -666803.596473 + Penalty 2840.349337 = -663963.247135
  nChanged 2
		SP:Iteration 60F (93695.790000 sec): 3 clusters
  Score: Raw -666804.018228 + Penalty 2840.349337 = -663963.668890
  nChanged 3
		SP:Iteration 61Q (93695.890000 sec): 3 clusters
  Score: Raw -666804.901809 + Penalty 2840.349337 = -663964.552471
  nChanged 1
		SP:Iteration 62Q (93696.000000 sec): 3 clusters
  Score: Raw -666805.139911 + Penalty 2840.349337 = -663964.790574
  nChanged 1
		SP:Iteration 63Q (93696.100000 sec): 3 clusters
  Score: Raw -666805.441575 + Penalty 2840.349337 = -663965.092238
  nChanged 1
		SP:Iteration 64Q (93696.200000 sec): 3 clusters
  Score: Raw -666805.625231 + Penalty 2840.349337 = -663965.275893
  nChanged 1
		SP:Iteration 65Q (93696.300000 sec): 3 clusters
  Score: Raw -666805.780026 + Penalty 2840.349337 = -663965.430689
  nChanged 1
		SP:Iteration 66Q (93696.410000 sec): 3 clusters
  Score: Raw -666805.936022 + Penalty 2840.349337 = -663965.586685
  nChanged 0
		SP:Iteration 67F (93696.510000 sec): 3 clusters
  Score: Raw -666805.936022 + Penalty 2840.349337 = -663965.586685
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 84 (5450 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93696.590000 sec): 2 clusters
  Score: Raw -620046.527756 + Penalty 1398.047769 = -618648.479987
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93696.690000 sec): 3 clusters
  Score: Raw -617205.922889 + Penalty 2796.095538 = -614409.827350
  nChanged 2227
		SP:Iteration 1F (93696.790000 sec): 3 clusters
  Score: Raw -618527.845141 + Penalty 2796.095538 = -615731.749603
  nChanged 445
		SP:Iteration 2F (93696.880000 sec): 3 clusters
  Score: Raw -618799.644607 + Penalty 2796.095538 = -616003.549069
  nChanged 373
		SP:Iteration 3F (93696.970000 sec): 3 clusters
  Score: Raw -619013.099207 + Penalty 2796.095538 = -616217.003668
  nChanged 263
		SP:Iteration 4Q (93697.070000 sec): 3 clusters
  Score: Raw -619143.521869 + Penalty 2796.095538 = -616347.426330
  nChanged 204
		SP:Iteration 5Q (93697.160000 sec): 3 clusters
  Score: Raw -619240.145449 + Penalty 2796.095538 = -616444.049910
  nChanged 159
		SP:Iteration 6Q (93697.250000 sec): 3 clusters
  Score: Raw -619317.228624 + Penalty 2796.095538 = -616521.133086
  nChanged 150
		SP:Iteration 7Q (93697.350000 sec): 3 clusters
  Score: Raw -619392.286455 + Penalty 2796.095538 = -616596.190917
  nChanged 140
		SP:Iteration 8Q (93697.440000 sec): 3 clusters
  Score: Raw -619461.074978 + Penalty 2796.095538 = -616664.979439
  nChanged 124
		SP:Iteration 9Q (93697.530000 sec): 3 clusters
  Score: Raw -619526.465610 + Penalty 2796.095538 = -616730.370071
  nChanged 140
		SP:Iteration 10Q (93697.620000 sec): 3 clusters
  Score: Raw -619612.793082 + Penalty 2796.095538 = -616816.697544
  nChanged 135
		SP:Iteration 11Q (93697.710000 sec): 3 clusters
  Score: Raw -619691.790254 + Penalty 2796.095538 = -616895.694715
  nChanged 111
		SP:Iteration 12Q (93697.810000 sec): 3 clusters
  Score: Raw -619743.803336 + Penalty 2796.095538 = -616947.707798
  nChanged 95
		SP:Iteration 13Q (93697.900000 sec): 3 clusters
  Score: Raw -619781.697557 + Penalty 2796.095538 = -616985.602019
  nChanged 71
		SP:Iteration 14Q (93697.990000 sec): 3 clusters
  Score: Raw -619807.662896 + Penalty 2796.095538 = -617011.567358
  nChanged 58
		SP:Iteration 15Q (93698.080000 sec): 3 clusters
  Score: Raw -619828.173048 + Penalty 2796.095538 = -617032.077509
  nChanged 63
		SP:Iteration 16Q (93698.170000 sec): 3 clusters
  Score: Raw -619847.593491 + Penalty 2796.095538 = -617051.497953
  nChanged 44
		SP:Iteration 17Q (93698.270000 sec): 3 clusters
  Score: Raw -619864.182389 + Penalty 2796.095538 = -617068.086850
  nChanged 45
		SP:Iteration 18Q (93698.360000 sec): 3 clusters
  Score: Raw -619879.464366 + Penalty 2796.095538 = -617083.368827
  nChanged 38
		SP:Iteration 19Q (93698.450000 sec): 3 clusters
  Score: Raw -619890.260340 + Penalty 2796.095538 = -617094.164802
  nChanged 32
		SP:Iteration 20F (93698.540000 sec): 3 clusters
  Score: Raw -619902.380958 + Penalty 2796.095538 = -617106.285420
  nChanged 36
		SP:Iteration 21Q (93698.630000 sec): 3 clusters
  Score: Raw -619914.258525 + Penalty 2796.095538 = -617118.162986
  nChanged 35
		SP:Iteration 22Q (93698.720000 sec): 3 clusters
  Score: Raw -619928.909501 + Penalty 2796.095538 = -617132.813962
  nChanged 36
		SP:Iteration 23Q (93698.810000 sec): 3 clusters
  Score: Raw -619943.266807 + Penalty 2796.095538 = -617147.171269
  nChanged 33
		SP:Iteration 24Q (93698.900000 sec): 3 clusters
  Score: Raw -619953.239457 + Penalty 2796.095538 = -617157.143918
  nChanged 28
		SP:Iteration 25Q (93698.990000 sec): 3 clusters
  Score: Raw -619961.634774 + Penalty 2796.095538 = -617165.539236
  nChanged 19
		SP:Iteration 26Q (93699.090000 sec): 3 clusters
  Score: Raw -619969.236326 + Penalty 2796.095538 = -617173.140787
  nChanged 18
		SP:Iteration 27Q (93699.170000 sec): 3 clusters
  Score: Raw -619977.472122 + Penalty 2796.095538 = -617181.376583
  nChanged 21
		SP:Iteration 28Q (93699.270000 sec): 3 clusters
  Score: Raw -619983.254957 + Penalty 2796.095538 = -617187.159419
  nChanged 15
		SP:Iteration 29Q (93699.350000 sec): 3 clusters
  Score: Raw -619987.468909 + Penalty 2796.095538 = -617191.373370
  nChanged 16
		SP:Iteration 30Q (93699.450000 sec): 3 clusters
  Score: Raw -619993.354304 + Penalty 2796.095538 = -617197.258766
  nChanged 18
		SP:Iteration 31Q (93699.530000 sec): 3 clusters
  Score: Raw -619998.966239 + Penalty 2796.095538 = -617202.870700
  nChanged 18
		SP:Iteration 32Q (93699.630000 sec): 3 clusters
  Score: Raw -620004.527753 + Penalty 2796.095538 = -617208.432215
  nChanged 13
		SP:Iteration 33Q (93699.710000 sec): 3 clusters
  Score: Raw -620009.151240 + Penalty 2796.095538 = -617213.055701
  nChanged 15
		SP:Iteration 34Q (93699.810000 sec): 3 clusters
  Score: Raw -620014.635745 + Penalty 2796.095538 = -617218.540207
  nChanged 14
		SP:Iteration 35Q (93699.890000 sec): 3 clusters
  Score: Raw -620019.247840 + Penalty 2796.095538 = -617223.152302
  nChanged 11
		SP:Iteration 36Q (93699.990000 sec): 3 clusters
  Score: Raw -620021.664123 + Penalty 2796.095538 = -617225.568584
  nChanged 9
		SP:Iteration 37Q (93700.070000 sec): 3 clusters
  Score: Raw -620023.145914 + Penalty 2796.095538 = -617227.050376
  nChanged 3
		SP:Iteration 38Q (93700.170000 sec): 3 clusters
  Score: Raw -620023.561684 + Penalty 2796.095538 = -617227.466145
  nChanged 3
		SP:Iteration 39Q (93700.250000 sec): 3 clusters
  Score: Raw -620023.913050 + Penalty 2796.095538 = -617227.817511
  nChanged 0
		SP:Iteration 40F (93700.350000 sec): 3 clusters
  Score: Raw -620023.913050 + Penalty 2796.095538 = -617227.817511
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 85 (1566 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93700.410000 sec): 2 clusters
  Score: Raw -181456.739974 + Penalty 1195.395480 = -180261.344494
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93700.440000 sec): 3 clusters
  Score: Raw -180852.086486 + Penalty 2390.790960 = -178461.295527
  nChanged 519
		SP:Iteration 1F (93700.470000 sec): 3 clusters
  Score: Raw -181301.001323 + Penalty 2390.790960 = -178910.210364
  nChanged 157
		SP:Iteration 2F (93700.500000 sec): 3 clusters
  Score: Raw -181493.676151 + Penalty 2390.790960 = -179102.885191
  nChanged 113
		SP:Iteration 3F (93700.530000 sec): 3 clusters
  Score: Raw -181615.638139 + Penalty 2390.790960 = -179224.847179
  nChanged 65
		SP:Iteration 4Q (93700.550000 sec): 3 clusters
  Score: Raw -181692.991022 + Penalty 2390.790960 = -179302.200062
  nChanged 58
		SP:Iteration 5Q (93700.590000 sec): 3 clusters
  Score: Raw -181752.446293 + Penalty 2390.790960 = -179361.655333
  nChanged 39
		SP:Iteration 6Q (93700.610000 sec): 3 clusters
  Score: Raw -181783.390470 + Penalty 2390.790960 = -179392.599510
  nChanged 31
		SP:Iteration 7Q (93700.640000 sec): 3 clusters
  Score: Raw -181809.058931 + Penalty 2390.790960 = -179418.267971
  nChanged 19
		SP:Iteration 8Q (93700.670000 sec): 3 clusters
  Score: Raw -181825.040970 + Penalty 2390.790960 = -179434.250011
  nChanged 17
		SP:Iteration 9Q (93700.700000 sec): 3 clusters
  Score: Raw -181839.070894 + Penalty 2390.790960 = -179448.279934
  nChanged 10
		SP:Iteration 10Q (93700.730000 sec): 3 clusters
  Score: Raw -181845.677260 + Penalty 2390.790960 = -179454.886300
  nChanged 8
		SP:Iteration 11Q (93700.760000 sec): 3 clusters
  Score: Raw -181850.479652 + Penalty 2390.790960 = -179459.688692
  nChanged 8
		SP:Iteration 12Q (93700.790000 sec): 3 clusters
  Score: Raw -181854.710444 + Penalty 2390.790960 = -179463.919484
  nChanged 2
		SP:Iteration 13Q (93700.820000 sec): 3 clusters
  Score: Raw -181855.907731 + Penalty 2390.790960 = -179465.116771
  nChanged 0
		SP:Iteration 14F (93700.850000 sec): 3 clusters
  Score: Raw -181855.907731 + Penalty 2390.790960 = -179465.116771
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 86 (710 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93700.890000 sec): 2 clusters
  Score: Raw -80885.074213 + Penalty 1066.855558 = -79818.218655
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93700.910000 sec): 3 clusters
  Score: Raw -80700.519630 + Penalty 2133.711115 = -78566.808515
  nChanged 196
		SP:Iteration 1F (93700.920000 sec): 3 clusters
  Score: Raw -80914.255241 + Penalty 2133.711115 = -78780.544126
  nChanged 67
		SP:Iteration 2F (93700.930000 sec): 3 clusters
  Score: Raw -81003.460035 + Penalty 2133.711115 = -78869.748920
  nChanged 30
		SP:Iteration 3Q (93700.950000 sec): 3 clusters
  Score: Raw -81053.447624 + Penalty 2133.711115 = -78919.736509
  nChanged 17
		SP:Iteration 4Q (93700.960000 sec): 3 clusters
  Score: Raw -81075.812676 + Penalty 2133.711115 = -78942.101561
  nChanged 14
		SP:Iteration 5Q (93700.970000 sec): 3 clusters
  Score: Raw -81093.941850 + Penalty 2133.711115 = -78960.230735
  nChanged 8
		SP:Iteration 6Q (93700.990000 sec): 3 clusters
  Score: Raw -81103.811044 + Penalty 2133.711115 = -78970.099928
  nChanged 4
		SP:Iteration 7Q (93701.000000 sec): 3 clusters
  Score: Raw -81108.199970 + Penalty 2133.711115 = -78974.488855
  nChanged 1
		SP:Iteration 8Q (93701.020000 sec): 3 clusters
  Score: Raw -81108.747713 + Penalty 2133.711115 = -78975.036598
  nChanged 0
		SP:Iteration 9F (93701.030000 sec): 3 clusters
  Score: Raw -81108.747713 + Penalty 2133.711115 = -78975.036598
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 87 (222 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93701.060000 sec): 2 clusters
  Score: Raw -22033.476828 + Penalty 877.935075 = -21155.541754
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93701.070000 sec): 3 clusters
  Score: Raw -22200.960975 + Penalty 1755.870149 = -20445.090826
  nChanged 34
		SP:Iteration 1F (93701.070000 sec): 3 clusters
  Score: Raw -22303.876826 + Penalty 1755.870149 = -20548.006677
  nChanged 16
		SP:Iteration 2F (93701.080000 sec): 3 clusters
  Score: Raw -22430.944394 + Penalty 1755.870149 = -20675.074245
  nChanged 10
		SP:Iteration 3Q (93701.090000 sec): 3 clusters
  Score: Raw -22587.487774 + Penalty 1755.870149 = -20831.617625
  nChanged 10
		SP:Iteration 4Q (93701.090000 sec): 3 clusters
  Score: Raw -22645.639674 + Penalty 1755.870149 = -20889.769525
  nChanged 3
		SP:Iteration 5Q (93701.090000 sec): 3 clusters
  Score: Raw -22681.539609 + Penalty 1755.870149 = -20925.669459
  nChanged 2
		SP:Iteration 6Q (93701.100000 sec): 3 clusters
  Score: Raw -22691.597841 + Penalty 1755.870149 = -20935.727692
  nChanged 0
		SP:Iteration 7F (93701.110000 sec): 3 clusters
  Score: Raw -22691.597841 + Penalty 1755.870149 = -20935.727692
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 88 (3350 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93701.180000 sec): 2 clusters
  Score: Raw -416467.927967 + Penalty 1318.966289 = -415148.961678
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93701.250000 sec): 3 clusters
  Score: Raw -414840.523599 + Penalty 2637.932578 = -412202.591021
  nChanged 1287
		SP:Iteration 1F (93701.310000 sec): 3 clusters
  Score: Raw -415558.320853 + Penalty 2637.932578 = -412920.388275
  nChanged 224
		SP:Iteration 2F (93701.380000 sec): 3 clusters
  Score: Raw -415685.661570 + Penalty 2637.932578 = -413047.728992
  nChanged 156
		SP:Iteration 3Q (93701.440000 sec): 3 clusters
  Score: Raw -415772.392128 + Penalty 2637.932578 = -413134.459550
  nChanged 141
		SP:Iteration 4Q (93701.510000 sec): 3 clusters
  Score: Raw -415832.904907 + Penalty 2637.932578 = -413194.972329
  nChanged 86
		SP:Iteration 5Q (93701.570000 sec): 3 clusters
  Score: Raw -415874.754574 + Penalty 2637.932578 = -413236.821996
  nChanged 89
		SP:Iteration 6Q (93701.630000 sec): 3 clusters
  Score: Raw -415916.599124 + Penalty 2637.932578 = -413278.666546
  nChanged 95
		SP:Iteration 7Q (93701.700000 sec): 3 clusters
  Score: Raw -415962.764522 + Penalty 2637.932578 = -413324.831944
  nChanged 90
		SP:Iteration 8Q (93701.760000 sec): 3 clusters
  Score: Raw -416001.749378 + Penalty 2637.932578 = -413363.816800
  nChanged 81
		SP:Iteration 9Q (93701.830000 sec): 3 clusters
  Score: Raw -416042.479174 + Penalty 2637.932578 = -413404.546596
  nChanged 89
		SP:Iteration 10Q (93701.890000 sec): 3 clusters
  Score: Raw -416085.497907 + Penalty 2637.932578 = -413447.565329
  nChanged 86
		SP:Iteration 11Q (93701.950000 sec): 3 clusters
  Score: Raw -416132.048509 + Penalty 2637.932578 = -413494.115931
  nChanged 88
		SP:Iteration 12Q (93702.020000 sec): 3 clusters
  Score: Raw -416183.838429 + Penalty 2637.932578 = -413545.905851
  nChanged 84
		SP:Iteration 13Q (93702.080000 sec): 3 clusters
  Score: Raw -416231.696912 + Penalty 2637.932578 = -413593.764334
  nChanged 88
		SP:Iteration 14Q (93702.150000 sec): 3 clusters
  Score: Raw -416282.090472 + Penalty 2637.932578 = -413644.157894
  nChanged 76
		SP:Iteration 15Q (93702.210000 sec): 3 clusters
  Score: Raw -416325.352587 + Penalty 2637.932578 = -413687.420009
  nChanged 77
		SP:Iteration 16Q (93702.270000 sec): 3 clusters
  Score: Raw -416369.882488 + Penalty 2637.932578 = -413731.949910
  nChanged 49
		SP:Iteration 17Q (93702.330000 sec): 3 clusters
  Score: Raw -416396.182893 + Penalty 2637.932578 = -413758.250315
  nChanged 40
		SP:Iteration 18Q (93702.400000 sec): 3 clusters
  Score: Raw -416423.994501 + Penalty 2637.932578 = -413786.061923
  nChanged 33
		SP:Iteration 19Q (93702.460000 sec): 3 clusters
  Score: Raw -416450.564137 + Penalty 2637.932578 = -413812.631559
  nChanged 31
		SP:Iteration 20F (93702.520000 sec): 3 clusters
  Score: Raw -416471.395444 + Penalty 2637.932578 = -413833.462866
  nChanged 28
		SP:Iteration 21Q (93702.590000 sec): 3 clusters
  Score: Raw -416494.062730 + Penalty 2637.932578 = -413856.130152
  nChanged 27
		SP:Iteration 22Q (93702.650000 sec): 3 clusters
  Score: Raw -416514.062975 + Penalty 2637.932578 = -413876.130397
  nChanged 28
		SP:Iteration 23Q (93702.710000 sec): 3 clusters
  Score: Raw -416533.572769 + Penalty 2637.932578 = -413895.640191
  nChanged 20
		SP:Iteration 24Q (93702.770000 sec): 3 clusters
  Score: Raw -416546.733346 + Penalty 2637.932578 = -413908.800768
  nChanged 16
		SP:Iteration 25Q (93702.830000 sec): 3 clusters
  Score: Raw -416563.658076 + Penalty 2637.932578 = -413925.725498
  nChanged 14
		SP:Iteration 26Q (93702.890000 sec): 3 clusters
  Score: Raw -416575.853739 + Penalty 2637.932578 = -413937.921161
  nChanged 12
		SP:Iteration 27Q (93702.960000 sec): 3 clusters
  Score: Raw -416587.541193 + Penalty 2637.932578 = -413949.608615
  nChanged 13
		SP:Iteration 28Q (93703.020000 sec): 3 clusters
  Score: Raw -416598.100423 + Penalty 2637.932578 = -413960.167845
  nChanged 10
		SP:Iteration 29Q (93703.080000 sec): 3 clusters
  Score: Raw -416609.147431 + Penalty 2637.932578 = -413971.214853
  nChanged 8
		SP:Iteration 30Q (93703.140000 sec): 3 clusters
  Score: Raw -416617.791020 + Penalty 2637.932578 = -413979.858442
  nChanged 7
		SP:Iteration 31Q (93703.200000 sec): 3 clusters
  Score: Raw -416624.200963 + Penalty 2637.932578 = -413986.268385
  nChanged 7
		SP:Iteration 32Q (93703.270000 sec): 3 clusters
  Score: Raw -416630.007438 + Penalty 2637.932578 = -413992.074860
  nChanged 2
		SP:Iteration 33Q (93703.330000 sec): 3 clusters
  Score: Raw -416631.576385 + Penalty 2637.932578 = -413993.643807
  nChanged 2
		SP:Iteration 34Q (93703.390000 sec): 3 clusters
  Score: Raw -416633.618171 + Penalty 2637.932578 = -413995.685593
  nChanged 1
		SP:Iteration 35Q (93703.450000 sec): 3 clusters
  Score: Raw -416635.955883 + Penalty 2637.932578 = -413998.023305
  nChanged 3
		SP:Iteration 36Q (93703.510000 sec): 3 clusters
  Score: Raw -416643.086926 + Penalty 2637.932578 = -414005.154347
  nChanged 4
		SP:Iteration 37Q (93703.570000 sec): 3 clusters
  Score: Raw -416646.370043 + Penalty 2637.932578 = -414008.437465
  nChanged 3
		SP:Iteration 38Q (93703.630000 sec): 3 clusters
  Score: Raw -416650.089639 + Penalty 2637.932578 = -414012.157061
  nChanged 4
		SP:Iteration 39Q (93703.690000 sec): 3 clusters
  Score: Raw -416653.975763 + Penalty 2637.932578 = -414016.043185
  nChanged 2
		SP:Iteration 40F (93703.750000 sec): 3 clusters
  Score: Raw -416655.166009 + Penalty 2637.932578 = -414017.233431
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 89 (347 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93703.800000 sec): 2 clusters
  Score: Raw -34071.826769 + Penalty 950.515277 = -33121.311492
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93703.810000 sec): 3 clusters
  Score: Raw -34172.292411 + Penalty 1901.030553 = -32271.261857
  nChanged 79
		SP:Iteration 1F (93703.810000 sec): 3 clusters
  Score: Raw -34349.540135 + Penalty 1901.030553 = -32448.509581
  nChanged 26
		SP:Iteration 2F (93703.820000 sec): 3 clusters
  Score: Raw -34455.754139 + Penalty 1901.030553 = -32554.723586
  nChanged 19
		SP:Iteration 3F (93703.830000 sec): 3 clusters
  Score: Raw -34525.051658 + Penalty 1901.030553 = -32624.021105
  nChanged 9
		SP:Iteration 4Q (93703.830000 sec): 3 clusters
  Score: Raw -34565.940482 + Penalty 1901.030553 = -32664.909928
  nChanged 7
		SP:Iteration 5Q (93703.850000 sec): 3 clusters
  Score: Raw -34615.286352 + Penalty 1901.030553 = -32714.255798
  nChanged 7
		SP:Iteration 6Q (93703.850000 sec): 3 clusters
  Score: Raw -34633.300900 + Penalty 1901.030553 = -32732.270347
  nChanged 4
		SP:Iteration 7Q (93703.860000 sec): 3 clusters
  Score: Raw -34658.871566 + Penalty 1901.030553 = -32757.841013
  nChanged 6
		SP:Iteration 8Q (93703.870000 sec): 3 clusters
  Score: Raw -34686.695575 + Penalty 1901.030553 = -32785.665021
  nChanged 2
		SP:Iteration 9Q (93703.880000 sec): 3 clusters
  Score: Raw -34694.634449 + Penalty 1901.030553 = -32793.603895
  nChanged 2
		SP:Iteration 10Q (93703.890000 sec): 3 clusters
  Score: Raw -34700.619263 + Penalty 1901.030553 = -32799.588709
  nChanged 2
		SP:Iteration 11Q (93703.890000 sec): 3 clusters
  Score: Raw -34709.835053 + Penalty 1901.030553 = -32808.804500
  nChanged 0
		SP:Iteration 12F (93703.900000 sec): 3 clusters
  Score: Raw -34709.835053 + Penalty 1901.030553 = -32808.804500
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 90 (1169 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93703.950000 sec): 2 clusters
  Score: Raw -135217.989996 + Penalty 1147.884394 = -134070.105602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93703.980000 sec): 3 clusters
  Score: Raw -134799.455304 + Penalty 2295.768787 = -132503.686516
  nChanged 369
		SP:Iteration 1F (93704.000000 sec): 3 clusters
  Score: Raw -135113.446329 + Penalty 2295.768787 = -132817.677542
  nChanged 103
		SP:Iteration 2F (93704.020000 sec): 3 clusters
  Score: Raw -135223.030801 + Penalty 2295.768787 = -132927.262013
  nChanged 67
		SP:Iteration 3F (93704.050000 sec): 3 clusters
  Score: Raw -135318.491758 + Penalty 2295.768787 = -133022.722971
  nChanged 55
		SP:Iteration 4Q (93704.070000 sec): 3 clusters
  Score: Raw -135380.263451 + Penalty 2295.768787 = -133084.494663
  nChanged 42
		SP:Iteration 5Q (93704.090000 sec): 3 clusters
  Score: Raw -135439.454490 + Penalty 2295.768787 = -133143.685703
  nChanged 35
		SP:Iteration 6Q (93704.110000 sec): 3 clusters
  Score: Raw -135482.889387 + Penalty 2295.768787 = -133187.120600
  nChanged 32
		SP:Iteration 7Q (93704.130000 sec): 3 clusters
  Score: Raw -135529.285369 + Penalty 2295.768787 = -133233.516581
  nChanged 35
		SP:Iteration 8Q (93704.150000 sec): 3 clusters
  Score: Raw -135573.116959 + Penalty 2295.768787 = -133277.348171
  nChanged 27
		SP:Iteration 9Q (93704.180000 sec): 3 clusters
  Score: Raw -135606.962938 + Penalty 2295.768787 = -133311.194150
  nChanged 20
		SP:Iteration 10Q (93704.200000 sec): 3 clusters
  Score: Raw -135630.228972 + Penalty 2295.768787 = -133334.460184
  nChanged 17
		SP:Iteration 11Q (93704.220000 sec): 3 clusters
  Score: Raw -135644.732962 + Penalty 2295.768787 = -133348.964175
  nChanged 13
		SP:Iteration 12Q (93704.240000 sec): 3 clusters
  Score: Raw -135655.956638 + Penalty 2295.768787 = -133360.187850
  nChanged 9
		SP:Iteration 13Q (93704.260000 sec): 3 clusters
  Score: Raw -135664.235820 + Penalty 2295.768787 = -133368.467033
  nChanged 6
		SP:Iteration 14Q (93704.290000 sec): 3 clusters
  Score: Raw -135668.513017 + Penalty 2295.768787 = -133372.744230
  nChanged 5
		SP:Iteration 15Q (93704.310000 sec): 3 clusters
  Score: Raw -135672.889370 + Penalty 2295.768787 = -133377.120583
  nChanged 4
		SP:Iteration 16Q (93704.330000 sec): 3 clusters
  Score: Raw -135675.250372 + Penalty 2295.768787 = -133379.481585
  nChanged 3
		SP:Iteration 17Q (93704.350000 sec): 3 clusters
  Score: Raw -135676.538657 + Penalty 2295.768787 = -133380.769869
  nChanged 4
		SP:Iteration 18Q (93704.370000 sec): 3 clusters
  Score: Raw -135679.077296 + Penalty 2295.768787 = -133383.308508
  nChanged 4
		SP:Iteration 19Q (93704.390000 sec): 3 clusters
  Score: Raw -135681.815762 + Penalty 2295.768787 = -133386.046975
  nChanged 4
		SP:Iteration 20F (93704.420000 sec): 3 clusters
  Score: Raw -135685.838939 + Penalty 2295.768787 = -133390.070152
  nChanged 3
		SP:Iteration 21Q (93704.440000 sec): 3 clusters
  Score: Raw -135687.361971 + Penalty 2295.768787 = -133391.593184
  nChanged 1
		SP:Iteration 22Q (93704.460000 sec): 3 clusters
  Score: Raw -135687.639650 + Penalty 2295.768787 = -133391.870863
  nChanged 1
		SP:Iteration 23Q (93704.480000 sec): 3 clusters
  Score: Raw -135687.943790 + Penalty 2295.768787 = -133392.175002
  nChanged 2
		SP:Iteration 24Q (93704.500000 sec): 3 clusters
  Score: Raw -135689.040981 + Penalty 2295.768787 = -133393.272194
  nChanged 1
		SP:Iteration 25Q (93704.530000 sec): 3 clusters
  Score: Raw -135689.492446 + Penalty 2295.768787 = -133393.723658
  nChanged 2
		SP:Iteration 26Q (93704.550000 sec): 3 clusters
  Score: Raw -135690.646057 + Penalty 2295.768787 = -133394.877269
  nChanged 2
		SP:Iteration 27Q (93704.570000 sec): 3 clusters
  Score: Raw -135692.595307 + Penalty 2295.768787 = -133396.826520
  nChanged 3
		SP:Iteration 28Q (93704.590000 sec): 3 clusters
  Score: Raw -135695.539458 + Penalty 2295.768787 = -133399.770671
  nChanged 4
		SP:Iteration 29Q (93704.610000 sec): 3 clusters
  Score: Raw -135698.352377 + Penalty 2295.768787 = -133402.583590
  nChanged 4
		SP:Iteration 30Q (93704.630000 sec): 3 clusters
  Score: Raw -135701.922105 + Penalty 2295.768787 = -133406.153318
  nChanged 0
		SP:Iteration 31F (93704.660000 sec): 3 clusters
  Score: Raw -135701.922105 + Penalty 2295.768787 = -133406.153318
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 91 (10401 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93704.790000 sec): 2 clusters
  Score: Raw -1205804.261120 + Penalty 1503.069301 = -1204301.191820
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93704.950000 sec): 3 clusters
  Score: Raw -1199993.412075 + Penalty 3006.138601 = -1196987.273474
  nChanged 4510
		SP:Iteration 1F (93705.110000 sec): 3 clusters
  Score: Raw -1203018.214645 + Penalty 3006.138601 = -1200012.076043
  nChanged 969
		SP:Iteration 2F (93705.250000 sec): 3 clusters
  Score: Raw -1203806.514357 + Penalty 3006.138601 = -1200800.375756
  nChanged 814
		SP:Iteration 3F (93705.420000 sec): 3 clusters
  Score: Raw -1204482.924496 + Penalty 3006.138601 = -1201476.785895
  nChanged 739
		SP:Iteration 4F (93705.580000 sec): 3 clusters
  Score: Raw -1205009.556795 + Penalty 3006.138601 = -1202003.418194
  nChanged 591
		SP:Iteration 5F (93705.740000 sec): 3 clusters
  Score: Raw -1205327.341168 + Penalty 3006.138601 = -1202321.202567
  nChanged 428
		SP:Iteration 6Q (93705.920000 sec): 3 clusters
  Score: Raw -1205530.924535 + Penalty 3006.138601 = -1202524.785934
  nChanged 355
		SP:Iteration 7Q (93706.070000 sec): 3 clusters
  Score: Raw -1205716.437599 + Penalty 3006.138601 = -1202710.298998
  nChanged 340
		SP:Iteration 8Q (93706.240000 sec): 3 clusters
  Score: Raw -1205923.896783 + Penalty 3006.138601 = -1202917.758182
  nChanged 328
		SP:Iteration 9Q (93706.420000 sec): 3 clusters
  Score: Raw -1206096.493244 + Penalty 3006.138601 = -1203090.354643
  nChanged 264
		SP:Iteration 10Q (93706.570000 sec): 3 clusters
  Score: Raw -1206217.114682 + Penalty 3006.138601 = -1203210.976081
  nChanged 230
		SP:Iteration 11Q (93706.730000 sec): 3 clusters
  Score: Raw -1206302.909268 + Penalty 3006.138601 = -1203296.770666
  nChanged 173
		SP:Iteration 12Q (93706.870000 sec): 3 clusters
  Score: Raw -1206342.965305 + Penalty 3006.138601 = -1203336.826704
  nChanged 108
		SP:Iteration 13Q (93707.040000 sec): 3 clusters
  Score: Raw -1206370.161411 + Penalty 3006.138601 = -1203364.022810
  nChanged 86
		SP:Iteration 14Q (93707.190000 sec): 3 clusters
  Score: Raw -1206387.055667 + Penalty 3006.138601 = -1203380.917065
  nChanged 60
		SP:Iteration 15Q (93707.340000 sec): 3 clusters
  Score: Raw -1206397.926594 + Penalty 3006.138601 = -1203391.787993
  nChanged 51
		SP:Iteration 16Q (93707.520000 sec): 3 clusters
  Score: Raw -1206407.545106 + Penalty 3006.138601 = -1203401.406505
  nChanged 44
		SP:Iteration 17Q (93707.670000 sec): 3 clusters
  Score: Raw -1206417.381348 + Penalty 3006.138601 = -1203411.242747
  nChanged 51
		SP:Iteration 18Q (93707.830000 sec): 3 clusters
  Score: Raw -1206428.406773 + Penalty 3006.138601 = -1203422.268172
  nChanged 52
		SP:Iteration 19Q (93708.020000 sec): 3 clusters
  Score: Raw -1206441.063407 + Penalty 3006.138601 = -1203434.924806
  nChanged 57
		SP:Iteration 20F (93708.170000 sec): 3 clusters
  Score: Raw -1206454.288967 + Penalty 3006.138601 = -1203448.150366
  nChanged 53
		SP:Iteration 21Q (93708.340000 sec): 3 clusters
  Score: Raw -1206466.717235 + Penalty 3006.138601 = -1203460.578634
  nChanged 57
		SP:Iteration 22Q (93708.490000 sec): 3 clusters
  Score: Raw -1206478.248969 + Penalty 3006.138601 = -1203472.110368
  nChanged 52
		SP:Iteration 23Q (93708.650000 sec): 3 clusters
  Score: Raw -1206488.294662 + Penalty 3006.138601 = -1203482.156060
  nChanged 47
		SP:Iteration 24Q (93708.840000 sec): 3 clusters
  Score: Raw -1206494.549097 + Penalty 3006.138601 = -1203488.410495
  nChanged 38
		SP:Iteration 25Q (93708.990000 sec): 3 clusters
  Score: Raw -1206499.505340 + Penalty 3006.138601 = -1203493.366739
  nChanged 42
		SP:Iteration 26Q (93709.150000 sec): 3 clusters
  Score: Raw -1206505.135768 + Penalty 3006.138601 = -1203498.997167
  nChanged 38
		SP:Iteration 27Q (93709.310000 sec): 3 clusters
  Score: Raw -1206510.563813 + Penalty 3006.138601 = -1203504.425212
  nChanged 28
		SP:Iteration 28Q (93709.470000 sec): 3 clusters
  Score: Raw -1206514.255756 + Penalty 3006.138601 = -1203508.117155
  nChanged 23
		SP:Iteration 29Q (93709.660000 sec): 3 clusters
  Score: Raw -1206517.026781 + Penalty 3006.138601 = -1203510.888180
  nChanged 12
		SP:Iteration 30Q (93709.810000 sec): 3 clusters
  Score: Raw -1206518.186944 + Penalty 3006.138601 = -1203512.048343
  nChanged 7
		SP:Iteration 31Q (93709.970000 sec): 3 clusters
  Score: Raw -1206519.216201 + Penalty 3006.138601 = -1203513.077600
  nChanged 11
		SP:Iteration 32Q (93710.130000 sec): 3 clusters
  Score: Raw -1206520.904677 + Penalty 3006.138601 = -1203514.766076
  nChanged 19
		SP:Iteration 33Q (93710.290000 sec): 3 clusters
  Score: Raw -1206523.573187 + Penalty 3006.138601 = -1203517.434586
  nChanged 22
		SP:Iteration 34Q (93710.470000 sec): 3 clusters
  Score: Raw -1206525.976749 + Penalty 3006.138601 = -1203519.838148
  nChanged 14
		SP:Iteration 35Q (93710.620000 sec): 3 clusters
  Score: Raw -1206527.502335 + Penalty 3006.138601 = -1203521.363734
  nChanged 11
		SP:Iteration 36Q (93710.780000 sec): 3 clusters
  Score: Raw -1206528.669546 + Penalty 3006.138601 = -1203522.530945
  nChanged 18
		SP:Iteration 37Q (93710.940000 sec): 3 clusters
  Score: Raw -1206531.196612 + Penalty 3006.138601 = -1203525.058011
  nChanged 14
		SP:Iteration 38Q (93711.100000 sec): 3 clusters
  Score: Raw -1206532.708525 + Penalty 3006.138601 = -1203526.569924
  nChanged 13
		SP:Iteration 39Q (93711.280000 sec): 3 clusters
  Score: Raw -1206534.695603 + Penalty 3006.138601 = -1203528.557001
  nChanged 9
		SP:Iteration 40F (93711.440000 sec): 3 clusters
  Score: Raw -1206535.567956 + Penalty 3006.138601 = -1203529.429355
  nChanged 11
		SP:Iteration 41Q (93711.600000 sec): 3 clusters
  Score: Raw -1206537.213024 + Penalty 3006.138601 = -1203531.074423
  nChanged 12
		SP:Iteration 42Q (93711.760000 sec): 3 clusters
  Score: Raw -1206538.745151 + Penalty 3006.138601 = -1203532.606550
  nChanged 10
		SP:Iteration 43Q (93711.910000 sec): 3 clusters
  Score: Raw -1206539.729865 + Penalty 3006.138601 = -1203533.591264
  nChanged 12
		SP:Iteration 44Q (93712.080000 sec): 3 clusters
  Score: Raw -1206541.376702 + Penalty 3006.138601 = -1203535.238101
  nChanged 11
		SP:Iteration 45Q (93712.240000 sec): 3 clusters
  Score: Raw -1206542.561770 + Penalty 3006.138601 = -1203536.423169
  nChanged 8
		SP:Iteration 46Q (93712.390000 sec): 3 clusters
  Score: Raw -1206543.201317 + Penalty 3006.138601 = -1203537.062716
  nChanged 5
		SP:Iteration 47Q (93712.580000 sec): 3 clusters
  Score: Raw -1206543.557947 + Penalty 3006.138601 = -1203537.419346
  nChanged 4
		SP:Iteration 48Q (93712.720000 sec): 3 clusters
  Score: Raw -1206543.992436 + Penalty 3006.138601 = -1203537.853834
  nChanged 5
		SP:Iteration 49Q (93712.890000 sec): 3 clusters
  Score: Raw -1206544.643401 + Penalty 3006.138601 = -1203538.504800
  nChanged 6
		SP:Iteration 50Q (93713.050000 sec): 3 clusters
  Score: Raw -1206545.338319 + Penalty 3006.138601 = -1203539.199718
  nChanged 4
		SP:Iteration 51Q (93713.200000 sec): 3 clusters
  Score: Raw -1206545.921064 + Penalty 3006.138601 = -1203539.782463
  nChanged 6
		SP:Iteration 52Q (93713.380000 sec): 3 clusters
  Score: Raw -1206546.797232 + Penalty 3006.138601 = -1203540.658631
  nChanged 5
		SP:Iteration 53Q (93713.530000 sec): 3 clusters
  Score: Raw -1206547.756068 + Penalty 3006.138601 = -1203541.617466
  nChanged 10
		SP:Iteration 54Q (93713.690000 sec): 3 clusters
  Score: Raw -1206549.254832 + Penalty 3006.138601 = -1203543.116231
  nChanged 16
		SP:Iteration 55Q (93713.870000 sec): 3 clusters
  Score: Raw -1206552.162936 + Penalty 3006.138601 = -1203546.024335
  nChanged 18
		SP:Iteration 56Q (93714.020000 sec): 3 clusters
  Score: Raw -1206553.996584 + Penalty 3006.138601 = -1203547.857983
  nChanged 9
		SP:Iteration 57Q (93714.190000 sec): 3 clusters
  Score: Raw -1206555.355913 + Penalty 3006.138601 = -1203549.217312
  nChanged 10
		SP:Iteration 58Q (93714.340000 sec): 3 clusters
  Score: Raw -1206556.715156 + Penalty 3006.138601 = -1203550.576555
  nChanged 12
		SP:Iteration 59Q (93714.500000 sec): 3 clusters
  Score: Raw -1206557.983062 + Penalty 3006.138601 = -1203551.844461
  nChanged 9
		SP:Iteration 60F (93714.690000 sec): 3 clusters
  Score: Raw -1206558.910349 + Penalty 3006.138601 = -1203552.771748
  nChanged 5
		SP:Iteration 61Q (93714.830000 sec): 3 clusters
  Score: Raw -1206559.432482 + Penalty 3006.138601 = -1203553.293881
  nChanged 4
		SP:Iteration 62Q (93715.000000 sec): 3 clusters
  Score: Raw -1206559.837771 + Penalty 3006.138601 = -1203553.699170
  nChanged 6
		SP:Iteration 63Q (93715.160000 sec): 3 clusters
  Score: Raw -1206560.384054 + Penalty 3006.138601 = -1203554.245453
  nChanged 8
		SP:Iteration 64Q (93715.310000 sec): 3 clusters
  Score: Raw -1206561.786788 + Penalty 3006.138601 = -1203555.648187
  nChanged 15
		SP:Iteration 65Q (93715.490000 sec): 3 clusters
  Score: Raw -1206563.389996 + Penalty 3006.138601 = -1203557.251395
  nChanged 11
		SP:Iteration 66Q (93715.640000 sec): 3 clusters
  Score: Raw -1206565.398860 + Penalty 3006.138601 = -1203559.260258
  nChanged 14
		SP:Iteration 67Q (93715.800000 sec): 3 clusters
  Score: Raw -1206567.516106 + Penalty 3006.138601 = -1203561.377505
  nChanged 10
		SP:Iteration 68Q (93715.980000 sec): 3 clusters
  Score: Raw -1206569.215956 + Penalty 3006.138601 = -1203563.077355
  nChanged 10
		SP:Iteration 69Q (93716.130000 sec): 3 clusters
  Score: Raw -1206570.525940 + Penalty 3006.138601 = -1203564.387339
  nChanged 12
		SP:Iteration 70Q (93716.300000 sec): 3 clusters
  Score: Raw -1206572.574038 + Penalty 3006.138601 = -1203566.435437
  nChanged 13
		SP:Iteration 71Q (93716.450000 sec): 3 clusters
  Score: Raw -1206575.448161 + Penalty 3006.138601 = -1203569.309560
  nChanged 19
		SP:Iteration 72Q (93716.610000 sec): 3 clusters
  Score: Raw -1206578.555150 + Penalty 3006.138601 = -1203572.416549
  nChanged 19
		SP:Iteration 73Q (93716.770000 sec): 3 clusters
  Score: Raw -1206581.477163 + Penalty 3006.138601 = -1203575.338562
  nChanged 19
		SP:Iteration 74Q (93716.910000 sec): 3 clusters
  Score: Raw -1206584.258331 + Penalty 3006.138601 = -1203578.119730
  nChanged 20
		SP:Iteration 75Q (93717.080000 sec): 3 clusters
  Score: Raw -1206586.799652 + Penalty 3006.138601 = -1203580.661051
  nChanged 14
		SP:Iteration 76Q (93717.240000 sec): 3 clusters
  Score: Raw -1206588.731766 + Penalty 3006.138601 = -1203582.593165
  nChanged 11
		SP:Iteration 77Q (93717.380000 sec): 3 clusters
  Score: Raw -1206589.861451 + Penalty 3006.138601 = -1203583.722850
  nChanged 12
		SP:Iteration 78Q (93717.560000 sec): 3 clusters
  Score: Raw -1206591.777488 + Penalty 3006.138601 = -1203585.638887
  nChanged 14
		SP:Iteration 79Q (93717.710000 sec): 3 clusters
  Score: Raw -1206594.080415 + Penalty 3006.138601 = -1203587.941814
  nChanged 17
		SP:Iteration 80F (93717.870000 sec): 3 clusters
  Score: Raw -1206597.018998 + Penalty 3006.138601 = -1203590.880396
  nChanged 21
		SP:Iteration 81Q (93718.060000 sec): 3 clusters
  Score: Raw -1206599.596950 + Penalty 3006.138601 = -1203593.458349
  nChanged 25
		SP:Iteration 82Q (93718.200000 sec): 3 clusters
  Score: Raw -1206603.668134 + Penalty 3006.138601 = -1203597.529533
  nChanged 25
		SP:Iteration 83Q (93718.370000 sec): 3 clusters
  Score: Raw -1206607.568414 + Penalty 3006.138601 = -1203601.429813
  nChanged 26
		SP:Iteration 84Q (93718.530000 sec): 3 clusters
  Score: Raw -1206611.033594 + Penalty 3006.138601 = -1203604.894993
  nChanged 26
		SP:Iteration 85Q (93718.670000 sec): 3 clusters
  Score: Raw -1206615.170703 + Penalty 3006.138601 = -1203609.032102
  nChanged 31
		SP:Iteration 86Q (93718.850000 sec): 3 clusters
  Score: Raw -1206621.313249 + Penalty 3006.138601 = -1203615.174648
  nChanged 31
		SP:Iteration 87Q (93719.000000 sec): 3 clusters
  Score: Raw -1206626.647661 + Penalty 3006.138601 = -1203620.509059
  nChanged 32
		SP:Iteration 88Q (93719.160000 sec): 3 clusters
  Score: Raw -1206633.027142 + Penalty 3006.138601 = -1203626.888541
  nChanged 32
		SP:Iteration 89Q (93719.340000 sec): 3 clusters
  Score: Raw -1206639.599740 + Penalty 3006.138601 = -1203633.461139
  nChanged 33
		SP:Iteration 90Q (93719.490000 sec): 3 clusters
  Score: Raw -1206646.917707 + Penalty 3006.138601 = -1203640.779106
  nChanged 30
		SP:Iteration 91Q (93719.650000 sec): 3 clusters
  Score: Raw -1206654.060254 + Penalty 3006.138601 = -1203647.921653
  nChanged 34
		SP:Iteration 92Q (93719.810000 sec): 3 clusters
  Score: Raw -1206659.234389 + Penalty 3006.138601 = -1203653.095788
  nChanged 28
		SP:Iteration 93Q (93719.950000 sec): 3 clusters
  Score: Raw -1206664.101122 + Penalty 3006.138601 = -1203657.962521
  nChanged 22
		SP:Iteration 94Q (93720.110000 sec): 3 clusters
  Score: Raw -1206667.389886 + Penalty 3006.138601 = -1203661.251285
  nChanged 22
		SP:Iteration 95Q (93720.270000 sec): 3 clusters
  Score: Raw -1206670.656947 + Penalty 3006.138601 = -1203664.518346
  nChanged 18
		SP:Iteration 96Q (93720.410000 sec): 3 clusters
  Score: Raw -1206673.796005 + Penalty 3006.138601 = -1203667.657404
  nChanged 26
		SP:Iteration 97Q (93720.570000 sec): 3 clusters
  Score: Raw -1206678.735441 + Penalty 3006.138601 = -1203672.596840
  nChanged 31
		SP:Iteration 98Q (93720.730000 sec): 3 clusters
  Score: Raw -1206685.013041 + Penalty 3006.138601 = -1203678.874439
  nChanged 32
		SP:Iteration 99Q (93720.870000 sec): 3 clusters
  Score: Raw -1206692.111464 + Penalty 3006.138601 = -1203685.972863
  nChanged 40
		SP:Iteration 100F (93721.040000 sec): 3 clusters
  Score: Raw -1206700.276781 + Penalty 3006.138601 = -1203694.138180
  nChanged 35
		SP:Iteration 101Q (93721.210000 sec): 3 clusters
  Score: Raw -1206709.320145 + Penalty 3006.138601 = -1203703.181544
  nChanged 42
		SP:Iteration 102Q (93721.360000 sec): 3 clusters
  Score: Raw -1206719.501435 + Penalty 3006.138601 = -1203713.362834
  nChanged 45
		SP:Iteration 103Q (93721.530000 sec): 3 clusters
  Score: Raw -1206731.546937 + Penalty 3006.138601 = -1203725.408336
  nChanged 57
		SP:Iteration 104Q (93721.680000 sec): 3 clusters
  Score: Raw -1206749.679537 + Penalty 3006.138601 = -1203743.540936
  nChanged 63
		SP:Iteration 105Q (93721.840000 sec): 3 clusters
  Score: Raw -1206768.264228 + Penalty 3006.138601 = -1203762.125627
  nChanged 71
		SP:Iteration 106Q (93722.020000 sec): 3 clusters
  Score: Raw -1206786.324496 + Penalty 3006.138601 = -1203780.185895
  nChanged 54
		SP:Iteration 107Q (93722.160000 sec): 3 clusters
  Score: Raw -1206798.442011 + Penalty 3006.138601 = -1203792.303410
  nChanged 42
		SP:Iteration 108Q (93722.330000 sec): 3 clusters
  Score: Raw -1206807.462484 + Penalty 3006.138601 = -1203801.323883
  nChanged 40
		SP:Iteration 109Q (93722.480000 sec): 3 clusters
  Score: Raw -1206820.929443 + Penalty 3006.138601 = -1203814.790841
  nChanged 44
		SP:Iteration 110Q (93722.630000 sec): 3 clusters
  Score: Raw -1206833.338969 + Penalty 3006.138601 = -1203827.200367
  nChanged 45
		SP:Iteration 111Q (93722.820000 sec): 3 clusters
  Score: Raw -1206848.672412 + Penalty 3006.138601 = -1203842.533811
  nChanged 51
		SP:Iteration 112Q (93722.960000 sec): 3 clusters
  Score: Raw -1206862.161485 + Penalty 3006.138601 = -1203856.022884
  nChanged 45
		SP:Iteration 113Q (93723.120000 sec): 3 clusters
  Score: Raw -1206876.184780 + Penalty 3006.138601 = -1203870.046179
  nChanged 49
		SP:Iteration 114Q (93723.290000 sec): 3 clusters
  Score: Raw -1206891.698713 + Penalty 3006.138601 = -1203885.560112
  nChanged 41
		SP:Iteration 115Q (93723.440000 sec): 3 clusters
  Score: Raw -1206902.664840 + Penalty 3006.138601 = -1203896.526239
  nChanged 36
		SP:Iteration 116Q (93723.600000 sec): 3 clusters
  Score: Raw -1206911.696652 + Penalty 3006.138601 = -1203905.558051
  nChanged 31
		SP:Iteration 117Q (93723.760000 sec): 3 clusters
  Score: Raw -1206919.326532 + Penalty 3006.138601 = -1203913.187931
  nChanged 29
		SP:Iteration 118Q (93723.900000 sec): 3 clusters
  Score: Raw -1206925.741531 + Penalty 3006.138601 = -1203919.602930
  nChanged 29
		SP:Iteration 119Q (93724.070000 sec): 3 clusters
  Score: Raw -1206931.623734 + Penalty 3006.138601 = -1203925.485133
  nChanged 26
		SP:Iteration 120F (93724.230000 sec): 3 clusters
  Score: Raw -1206938.647615 + Penalty 3006.138601 = -1203932.509013
  nChanged 16
		SP:Iteration 121Q (93724.370000 sec): 3 clusters
  Score: Raw -1206943.255957 + Penalty 3006.138601 = -1203937.117355
  nChanged 16
		SP:Iteration 122Q (93724.540000 sec): 3 clusters
  Score: Raw -1206948.052826 + Penalty 3006.138601 = -1203941.914225
  nChanged 16
		SP:Iteration 123Q (93724.700000 sec): 3 clusters
  Score: Raw -1206951.724718 + Penalty 3006.138601 = -1203945.586117
  nChanged 13
		SP:Iteration 124Q (93724.840000 sec): 3 clusters
  Score: Raw -1206955.448544 + Penalty 3006.138601 = -1203949.309943
  nChanged 14
		SP:Iteration 125Q (93725.020000 sec): 3 clusters
  Score: Raw -1206961.071042 + Penalty 3006.138601 = -1203954.932441
  nChanged 21
		SP:Iteration 126Q (93725.170000 sec): 3 clusters
  Score: Raw -1206972.701856 + Penalty 3006.138601 = -1203966.563255
  nChanged 24
		SP:Iteration 127Q (93725.320000 sec): 3 clusters
  Score: Raw -1206982.294058 + Penalty 3006.138601 = -1203976.155456
  nChanged 28
		SP:Iteration 128Q (93725.500000 sec): 3 clusters
  Score: Raw -1206989.500563 + Penalty 3006.138601 = -1203983.361962
  nChanged 20
		SP:Iteration 129Q (93725.650000 sec): 3 clusters
  Score: Raw -1206995.849883 + Penalty 3006.138601 = -1203989.711281
  nChanged 19
		SP:Iteration 130Q (93725.810000 sec): 3 clusters
  Score: Raw -1207002.881708 + Penalty 3006.138601 = -1203996.743107
  nChanged 17
		SP:Iteration 131Q (93725.990000 sec): 3 clusters
  Score: Raw -1207007.570209 + Penalty 3006.138601 = -1204001.431608
  nChanged 14
		SP:Iteration 132Q (93726.130000 sec): 3 clusters
  Score: Raw -1207010.524916 + Penalty 3006.138601 = -1204004.386315
  nChanged 12
		SP:Iteration 133Q (93726.290000 sec): 3 clusters
  Score: Raw -1207013.454433 + Penalty 3006.138601 = -1204007.315831
  nChanged 14
		SP:Iteration 134Q (93726.470000 sec): 3 clusters
  Score: Raw -1207017.496079 + Penalty 3006.138601 = -1204011.357478
  nChanged 10
		SP:Iteration 135Q (93726.610000 sec): 3 clusters
  Score: Raw -1207020.081001 + Penalty 3006.138601 = -1204013.942399
  nChanged 8
		SP:Iteration 136Q (93726.770000 sec): 3 clusters
  Score: Raw -1207023.597411 + Penalty 3006.138601 = -1204017.458809
  nChanged 14
		SP:Iteration 137Q (93726.920000 sec): 3 clusters
  Score: Raw -1207027.806182 + Penalty 3006.138601 = -1204021.667581
  nChanged 9
		SP:Iteration 138Q (93727.050000 sec): 3 clusters
  Score: Raw -1207030.920920 + Penalty 3006.138601 = -1204024.782319
  nChanged 11
		SP:Iteration 139Q (93727.210000 sec): 3 clusters
  Score: Raw -1207035.074533 + Penalty 3006.138601 = -1204028.935931
  nChanged 6
		SP:Iteration 140F (93727.400000 sec): 3 clusters
  Score: Raw -1207036.462746 + Penalty 3006.138601 = -1204030.324144
  nChanged 6
		SP:Iteration 141Q (93727.540000 sec): 3 clusters
  Score: Raw -1207038.268570 + Penalty 3006.138601 = -1204032.129969
  nChanged 2
		SP:Iteration 142Q (93727.700000 sec): 3 clusters
  Score: Raw -1207038.799158 + Penalty 3006.138601 = -1204032.660557
  nChanged 1
		SP:Iteration 143Q (93727.850000 sec): 3 clusters
  Score: Raw -1207039.040736 + Penalty 3006.138601 = -1204032.902135
  nChanged 1
		SP:Iteration 144Q (93727.990000 sec): 3 clusters
  Score: Raw -1207039.162266 + Penalty 3006.138601 = -1204033.023665
  nChanged 0
		SP:Iteration 145F (93728.180000 sec): 3 clusters
  Score: Raw -1207039.162266 + Penalty 3006.138601 = -1204033.023665
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 92 (4465 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93728.270000 sec): 2 clusters
  Score: Raw -522381.452383 + Penalty 1365.653980 = -521015.798403
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93728.360000 sec): 3 clusters
  Score: Raw -520111.464174 + Penalty 2731.307960 = -517380.156214
  nChanged 1795
		SP:Iteration 1F (93728.450000 sec): 3 clusters
  Score: Raw -521161.500807 + Penalty 2731.307960 = -518430.192846
  nChanged 326
		SP:Iteration 2F (93728.530000 sec): 3 clusters
  Score: Raw -521371.550817 + Penalty 2731.307960 = -518640.242856
  nChanged 253
		SP:Iteration 3F (93728.610000 sec): 3 clusters
  Score: Raw -521542.630207 + Penalty 2731.307960 = -518811.322246
  nChanged 221
		SP:Iteration 4Q (93728.690000 sec): 3 clusters
  Score: Raw -521689.860948 + Penalty 2731.307960 = -518958.552988
  nChanged 189
		SP:Iteration 5Q (93728.770000 sec): 3 clusters
  Score: Raw -521820.564288 + Penalty 2731.307960 = -519089.256328
  nChanged 172
		SP:Iteration 6Q (93728.850000 sec): 3 clusters
  Score: Raw -521932.951436 + Penalty 2731.307960 = -519201.643476
  nChanged 169
		SP:Iteration 7Q (93728.930000 sec): 3 clusters
  Score: Raw -522029.734557 + Penalty 2731.307960 = -519298.426597
  nChanged 154
		SP:Iteration 8Q (93729.010000 sec): 3 clusters
  Score: Raw -522116.291848 + Penalty 2731.307960 = -519384.983887
  nChanged 139
		SP:Iteration 9Q (93729.090000 sec): 3 clusters
  Score: Raw -522189.872264 + Penalty 2731.307960 = -519458.564303
  nChanged 117
		SP:Iteration 10Q (93729.170000 sec): 3 clusters
  Score: Raw -522256.838220 + Penalty 2731.307960 = -519525.530260
  nChanged 124
		SP:Iteration 11Q (93729.250000 sec): 3 clusters
  Score: Raw -522320.623005 + Penalty 2731.307960 = -519589.315045
  nChanged 101
		SP:Iteration 12Q (93729.330000 sec): 3 clusters
  Score: Raw -522372.526455 + Penalty 2731.307960 = -519641.218494
  nChanged 87
		SP:Iteration 13Q (93729.410000 sec): 3 clusters
  Score: Raw -522418.275395 + Penalty 2731.307960 = -519686.967435
  nChanged 84
		SP:Iteration 14Q (93729.490000 sec): 3 clusters
  Score: Raw -522461.173702 + Penalty 2731.307960 = -519729.865741
  nChanged 77
		SP:Iteration 15Q (93729.570000 sec): 3 clusters
  Score: Raw -522496.576607 + Penalty 2731.307960 = -519765.268647
  nChanged 66
		SP:Iteration 16Q (93729.640000 sec): 3 clusters
  Score: Raw -522526.497961 + Penalty 2731.307960 = -519795.190001
  nChanged 61
		SP:Iteration 17Q (93729.720000 sec): 3 clusters
  Score: Raw -522562.307595 + Penalty 2731.307960 = -519830.999634
  nChanged 56
		SP:Iteration 18Q (93729.800000 sec): 3 clusters
  Score: Raw -522597.871333 + Penalty 2731.307960 = -519866.563373
  nChanged 43
		SP:Iteration 19Q (93729.880000 sec): 3 clusters
  Score: Raw -522623.507859 + Penalty 2731.307960 = -519892.199899
  nChanged 40
		SP:Iteration 20F (93729.960000 sec): 3 clusters
  Score: Raw -522643.600833 + Penalty 2731.307960 = -519912.292873
  nChanged 35
		SP:Iteration 21Q (93730.040000 sec): 3 clusters
  Score: Raw -522660.912867 + Penalty 2731.307960 = -519929.604906
  nChanged 23
		SP:Iteration 22Q (93730.120000 sec): 3 clusters
  Score: Raw -522673.928704 + Penalty 2731.307960 = -519942.620743
  nChanged 23
		SP:Iteration 23Q (93730.190000 sec): 3 clusters
  Score: Raw -522687.779928 + Penalty 2731.307960 = -519956.471968
  nChanged 20
		SP:Iteration 24Q (93730.270000 sec): 3 clusters
  Score: Raw -522698.079748 + Penalty 2731.307960 = -519966.771788
  nChanged 19
		SP:Iteration 25Q (93730.350000 sec): 3 clusters
  Score: Raw -522706.589058 + Penalty 2731.307960 = -519975.281098
  nChanged 19
		SP:Iteration 26Q (93730.430000 sec): 3 clusters
  Score: Raw -522714.998039 + Penalty 2731.307960 = -519983.690078
  nChanged 15
		SP:Iteration 27Q (93730.510000 sec): 3 clusters
  Score: Raw -522722.196133 + Penalty 2731.307960 = -519990.888173
  nChanged 19
		SP:Iteration 28Q (93730.580000 sec): 3 clusters
  Score: Raw -522729.815982 + Penalty 2731.307960 = -519998.508022
  nChanged 17
		SP:Iteration 29Q (93730.660000 sec): 3 clusters
  Score: Raw -522736.692064 + Penalty 2731.307960 = -520005.384104
  nChanged 14
		SP:Iteration 30Q (93730.740000 sec): 3 clusters
  Score: Raw -522743.066321 + Penalty 2731.307960 = -520011.758361
  nChanged 15
		SP:Iteration 31Q (93730.810000 sec): 3 clusters
  Score: Raw -522749.162260 + Penalty 2731.307960 = -520017.854300
  nChanged 11
		SP:Iteration 32Q (93730.890000 sec): 3 clusters
  Score: Raw -522753.983185 + Penalty 2731.307960 = -520022.675225
  nChanged 14
		SP:Iteration 33Q (93730.970000 sec): 3 clusters
  Score: Raw -522761.355320 + Penalty 2731.307960 = -520030.047359
  nChanged 17
		SP:Iteration 34Q (93731.050000 sec): 3 clusters
  Score: Raw -522768.561933 + Penalty 2731.307960 = -520037.253973
  nChanged 5
		SP:Iteration 35Q (93731.120000 sec): 3 clusters
  Score: Raw -522769.586500 + Penalty 2731.307960 = -520038.278540
  nChanged 5
		SP:Iteration 36Q (93731.200000 sec): 3 clusters
  Score: Raw -522771.010289 + Penalty 2731.307960 = -520039.702329
  nChanged 5
		SP:Iteration 37Q (93731.270000 sec): 3 clusters
  Score: Raw -522773.308219 + Penalty 2731.307960 = -520042.000259
  nChanged 5
		SP:Iteration 38Q (93731.350000 sec): 3 clusters
  Score: Raw -522775.110165 + Penalty 2731.307960 = -520043.802205
  nChanged 5
		SP:Iteration 39Q (93731.430000 sec): 3 clusters
  Score: Raw -522776.451970 + Penalty 2731.307960 = -520045.144010
  nChanged 4
		SP:Iteration 40F (93731.510000 sec): 3 clusters
  Score: Raw -522777.747162 + Penalty 2731.307960 = -520046.439202
  nChanged 5
		SP:Iteration 41Q (93731.590000 sec): 3 clusters
  Score: Raw -522779.175526 + Penalty 2731.307960 = -520047.867566
  nChanged 2
		SP:Iteration 42Q (93731.660000 sec): 3 clusters
  Score: Raw -522779.783642 + Penalty 2731.307960 = -520048.475682
  nChanged 1
		SP:Iteration 43Q (93731.740000 sec): 3 clusters
  Score: Raw -522780.154816 + Penalty 2731.307960 = -520048.846856
  nChanged 0
		SP:Iteration 44F (93731.820000 sec): 3 clusters
  Score: Raw -522780.154816 + Penalty 2731.307960 = -520048.846856
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 93 (7954 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93731.910000 sec): 2 clusters
  Score: Raw -943871.398369 + Penalty 1459.482412 = -942411.915958
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93732.030000 sec): 3 clusters
  Score: Raw -939464.643152 + Penalty 2918.964823 = -936545.678328
  nChanged 3382
		SP:Iteration 1F (93732.150000 sec): 3 clusters
  Score: Raw -941351.174842 + Penalty 2918.964823 = -938432.210018
  nChanged 564
		SP:Iteration 2F (93732.270000 sec): 3 clusters
  Score: Raw -941661.957816 + Penalty 2918.964823 = -938742.992993
  nChanged 461
		SP:Iteration 3F (93732.400000 sec): 3 clusters
  Score: Raw -941963.561311 + Penalty 2918.964823 = -939044.596488
  nChanged 447
		SP:Iteration 4F (93732.520000 sec): 3 clusters
  Score: Raw -942279.036969 + Penalty 2918.964823 = -939360.072146
  nChanged 446
		SP:Iteration 5F (93732.640000 sec): 3 clusters
  Score: Raw -942585.809294 + Penalty 2918.964823 = -939666.844470
  nChanged 419
		SP:Iteration 6F (93732.760000 sec): 3 clusters
  Score: Raw -942872.656047 + Penalty 2918.964823 = -939953.691224
  nChanged 377
		SP:Iteration 7Q (93732.890000 sec): 3 clusters
  Score: Raw -943160.368258 + Penalty 2918.964823 = -940241.403435
  nChanged 382
		SP:Iteration 8Q (93733.010000 sec): 3 clusters
  Score: Raw -943424.163818 + Penalty 2918.964823 = -940505.198995
  nChanged 345
		SP:Iteration 9Q (93733.140000 sec): 3 clusters
  Score: Raw -943664.160303 + Penalty 2918.964823 = -940745.195480
  nChanged 313
		SP:Iteration 10Q (93733.260000 sec): 3 clusters
  Score: Raw -943869.737549 + Penalty 2918.964823 = -940950.772726
  nChanged 271
		SP:Iteration 11Q (93733.390000 sec): 3 clusters
  Score: Raw -944028.273421 + Penalty 2918.964823 = -941109.308597
  nChanged 240
		SP:Iteration 12Q (93733.510000 sec): 3 clusters
  Score: Raw -944197.173438 + Penalty 2918.964823 = -941278.208615
  nChanged 228
		SP:Iteration 13Q (93733.630000 sec): 3 clusters
  Score: Raw -944376.952465 + Penalty 2918.964823 = -941457.987642
  nChanged 223
		SP:Iteration 14Q (93733.760000 sec): 3 clusters
  Score: Raw -944551.785116 + Penalty 2918.964823 = -941632.820292
  nChanged 181
		SP:Iteration 15Q (93733.880000 sec): 3 clusters
  Score: Raw -944679.603499 + Penalty 2918.964823 = -941760.638675
  nChanged 150
		SP:Iteration 16Q (93734.000000 sec): 3 clusters
  Score: Raw -944760.193772 + Penalty 2918.964823 = -941841.228948
  nChanged 122
		SP:Iteration 17Q (93734.130000 sec): 3 clusters
  Score: Raw -944821.851072 + Penalty 2918.964823 = -941902.886249
  nChanged 106
		SP:Iteration 18Q (93734.250000 sec): 3 clusters
  Score: Raw -944865.821436 + Penalty 2918.964823 = -941946.856612
  nChanged 75
		SP:Iteration 19Q (93734.370000 sec): 3 clusters
  Score: Raw -944889.972797 + Penalty 2918.964823 = -941971.007974
  nChanged 50
		SP:Iteration 20F (93734.500000 sec): 3 clusters
  Score: Raw -944902.191138 + Penalty 2918.964823 = -941983.226314
  nChanged 35
		SP:Iteration 21Q (93734.620000 sec): 3 clusters
  Score: Raw -944910.182314 + Penalty 2918.964823 = -941991.217491
  nChanged 26
		SP:Iteration 22Q (93734.740000 sec): 3 clusters
  Score: Raw -944916.032599 + Penalty 2918.964823 = -941997.067775
  nChanged 19
		SP:Iteration 23Q (93734.950000 sec): 3 clusters
  Score: Raw -944920.169031 + Penalty 2918.964823 = -942001.204208
  nChanged 17
		SP:Iteration 24Q (93735.070000 sec): 3 clusters
  Score: Raw -944923.130023 + Penalty 2918.964823 = -942004.165200
  nChanged 13
		SP:Iteration 25Q (93735.190000 sec): 3 clusters
  Score: Raw -944925.142993 + Penalty 2918.964823 = -942006.178170
  nChanged 11
		SP:Iteration 26Q (93735.320000 sec): 3 clusters
  Score: Raw -944926.544477 + Penalty 2918.964823 = -942007.579654
  nChanged 5
		SP:Iteration 27Q (93735.440000 sec): 3 clusters
  Score: Raw -944927.001604 + Penalty 2918.964823 = -942008.036781
  nChanged 4
		SP:Iteration 28Q (93735.560000 sec): 3 clusters
  Score: Raw -944927.542914 + Penalty 2918.964823 = -942008.578091
  nChanged 4
		SP:Iteration 29Q (93735.680000 sec): 3 clusters
  Score: Raw -944928.006228 + Penalty 2918.964823 = -942009.041405
  nChanged 4
		SP:Iteration 30Q (93735.800000 sec): 3 clusters
  Score: Raw -944928.511083 + Penalty 2918.964823 = -942009.546260
  nChanged 4
		SP:Iteration 31Q (93735.920000 sec): 3 clusters
  Score: Raw -944928.870319 + Penalty 2918.964823 = -942009.905496
  nChanged 3
		SP:Iteration 32Q (93736.050000 sec): 3 clusters
  Score: Raw -944929.067357 + Penalty 2918.964823 = -942010.102534
  nChanged 1
		SP:Iteration 33Q (93736.170000 sec): 3 clusters
  Score: Raw -944929.381228 + Penalty 2918.964823 = -942010.416404
  nChanged 4
		SP:Iteration 34Q (93736.290000 sec): 3 clusters
  Score: Raw -944929.891798 + Penalty 2918.964823 = -942010.926975
  nChanged 2
		SP:Iteration 35Q (93736.410000 sec): 3 clusters
  Score: Raw -944930.010318 + Penalty 2918.964823 = -942011.045494
  nChanged 0
		SP:Iteration 36F (93736.540000 sec): 3 clusters
  Score: Raw -944930.010318 + Penalty 2918.964823 = -942011.045494
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 94 (3204 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93736.620000 sec): 2 clusters
  Score: Raw -357878.466646 + Penalty 1311.725238 = -356566.741408
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93736.720000 sec): 3 clusters
  Score: Raw -356355.791696 + Penalty 2623.450475 = -353732.341221
  nChanged 1213
		SP:Iteration 1F (93736.780000 sec): 3 clusters
  Score: Raw -357118.006087 + Penalty 2623.450475 = -354494.555612
  nChanged 276
		SP:Iteration 2F (93736.840000 sec): 3 clusters
  Score: Raw -357341.697270 + Penalty 2623.450475 = -354718.246795
  nChanged 176
		SP:Iteration 3F (93736.900000 sec): 3 clusters
  Score: Raw -357469.735425 + Penalty 2623.450475 = -354846.284950
  nChanged 141
		SP:Iteration 4Q (93736.960000 sec): 3 clusters
  Score: Raw -357564.384346 + Penalty 2623.450475 = -354940.933871
  nChanged 127
		SP:Iteration 5Q (93737.020000 sec): 3 clusters
  Score: Raw -357658.019063 + Penalty 2623.450475 = -355034.568587
  nChanged 119
		SP:Iteration 6Q (93737.070000 sec): 3 clusters
  Score: Raw -357760.080402 + Penalty 2623.450475 = -355136.629926
  nChanged 132
		SP:Iteration 7Q (93737.130000 sec): 3 clusters
  Score: Raw -357883.830052 + Penalty 2623.450475 = -355260.379577
  nChanged 117
		SP:Iteration 8Q (93737.190000 sec): 3 clusters
  Score: Raw -357982.392666 + Penalty 2623.450475 = -355358.942190
  nChanged 118
		SP:Iteration 9Q (93737.240000 sec): 3 clusters
  Score: Raw -358089.383279 + Penalty 2623.450475 = -355465.932804
  nChanged 120
		SP:Iteration 10Q (93737.300000 sec): 3 clusters
  Score: Raw -358225.441462 + Penalty 2623.450475 = -355601.990986
  nChanged 116
		SP:Iteration 11Q (93737.360000 sec): 3 clusters
  Score: Raw -358341.755886 + Penalty 2623.450475 = -355718.305411
  nChanged 87
		SP:Iteration 12Q (93737.420000 sec): 3 clusters
  Score: Raw -358415.989523 + Penalty 2623.450475 = -355792.539048
  nChanged 66
		SP:Iteration 13Q (93737.470000 sec): 3 clusters
  Score: Raw -358473.069841 + Penalty 2623.450475 = -355849.619366
  nChanged 50
		SP:Iteration 14Q (93737.530000 sec): 3 clusters
  Score: Raw -358501.782411 + Penalty 2623.450475 = -355878.331936
  nChanged 36
		SP:Iteration 15Q (93737.580000 sec): 3 clusters
  Score: Raw -358517.835056 + Penalty 2623.450475 = -355894.384581
  nChanged 31
		SP:Iteration 16Q (93737.640000 sec): 3 clusters
  Score: Raw -358536.506497 + Penalty 2623.450475 = -355913.056022
  nChanged 27
		SP:Iteration 17Q (93737.700000 sec): 3 clusters
  Score: Raw -358556.081486 + Penalty 2623.450475 = -355932.631011
  nChanged 27
		SP:Iteration 18Q (93737.750000 sec): 3 clusters
  Score: Raw -358574.979892 + Penalty 2623.450475 = -355951.529417
  nChanged 40
		SP:Iteration 19Q (93737.800000 sec): 3 clusters
  Score: Raw -358602.127404 + Penalty 2623.450475 = -355978.676929
  nChanged 43
		SP:Iteration 20F (93737.860000 sec): 3 clusters
  Score: Raw -358628.979402 + Penalty 2623.450475 = -356005.528927
  nChanged 34
		SP:Iteration 21Q (93737.920000 sec): 3 clusters
  Score: Raw -358645.826790 + Penalty 2623.450475 = -356022.376315
  nChanged 23
		SP:Iteration 22Q (93737.970000 sec): 3 clusters
  Score: Raw -358658.994500 + Penalty 2623.450475 = -356035.544025
  nChanged 23
		SP:Iteration 23Q (93738.030000 sec): 3 clusters
  Score: Raw -358671.921698 + Penalty 2623.450475 = -356048.471222
  nChanged 23
		SP:Iteration 24Q (93738.080000 sec): 3 clusters
  Score: Raw -358684.744839 + Penalty 2623.450475 = -356061.294364
  nChanged 23
		SP:Iteration 25Q (93738.140000 sec): 3 clusters
  Score: Raw -358697.215273 + Penalty 2623.450475 = -356073.764798
  nChanged 14
		SP:Iteration 26Q (93738.200000 sec): 3 clusters
  Score: Raw -358702.880175 + Penalty 2623.450475 = -356079.429699
  nChanged 6
		SP:Iteration 27Q (93738.250000 sec): 3 clusters
  Score: Raw -358705.479585 + Penalty 2623.450475 = -356082.029110
  nChanged 4
		SP:Iteration 28Q (93738.310000 sec): 3 clusters
  Score: Raw -358707.098573 + Penalty 2623.450475 = -356083.648098
  nChanged 1
		SP:Iteration 29Q (93738.360000 sec): 3 clusters
  Score: Raw -358707.509085 + Penalty 2623.450475 = -356084.058609
  nChanged 1
		SP:Iteration 30Q (93738.420000 sec): 3 clusters
  Score: Raw -358707.692187 + Penalty 2623.450475 = -356084.241712
  nChanged 1
		SP:Iteration 31Q (93738.470000 sec): 3 clusters
  Score: Raw -358707.958661 + Penalty 2623.450475 = -356084.508186
  nChanged 1
		SP:Iteration 32Q (93738.530000 sec): 3 clusters
  Score: Raw -358708.158188 + Penalty 2623.450475 = -356084.707713
  nChanged 0
		SP:Iteration 33F (93738.590000 sec): 3 clusters
  Score: Raw -358708.158188 + Penalty 2623.450475 = -356084.707713
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 95 (1595 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93738.650000 sec): 2 clusters
  Score: Raw -181429.328324 + Penalty 1198.377215 = -180230.951109
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93738.680000 sec): 3 clusters
  Score: Raw -180777.985423 + Penalty 2396.754430 = -178381.230994
  nChanged 563
		SP:Iteration 1F (93738.710000 sec): 3 clusters
  Score: Raw -181183.912561 + Penalty 2396.754430 = -178787.158131
  nChanged 135
		SP:Iteration 2F (93738.740000 sec): 3 clusters
  Score: Raw -181338.702248 + Penalty 2396.754430 = -178941.947818
  nChanged 111
		SP:Iteration 3F (93738.770000 sec): 3 clusters
  Score: Raw -181489.687451 + Penalty 2396.754430 = -179092.933021
  nChanged 79
		SP:Iteration 4Q (93738.800000 sec): 3 clusters
  Score: Raw -181601.580500 + Penalty 2396.754430 = -179204.826070
  nChanged 61
		SP:Iteration 5Q (93738.830000 sec): 3 clusters
  Score: Raw -181675.267421 + Penalty 2396.754430 = -179278.512991
  nChanged 50
		SP:Iteration 6Q (93738.860000 sec): 3 clusters
  Score: Raw -181729.738600 + Penalty 2396.754430 = -179332.984170
  nChanged 52
		SP:Iteration 7Q (93738.890000 sec): 3 clusters
  Score: Raw -181771.424120 + Penalty 2396.754430 = -179374.669690
  nChanged 55
		SP:Iteration 8Q (93738.910000 sec): 3 clusters
  Score: Raw -181816.745759 + Penalty 2396.754430 = -179419.991329
  nChanged 50
		SP:Iteration 9Q (93738.950000 sec): 3 clusters
  Score: Raw -181854.505956 + Penalty 2396.754430 = -179457.751526
  nChanged 43
		SP:Iteration 10Q (93738.970000 sec): 3 clusters
  Score: Raw -181887.198797 + Penalty 2396.754430 = -179490.444367
  nChanged 41
		SP:Iteration 11Q (93739.000000 sec): 3 clusters
  Score: Raw -181920.955960 + Penalty 2396.754430 = -179524.201530
  nChanged 45
		SP:Iteration 12Q (93739.030000 sec): 3 clusters
  Score: Raw -181962.817314 + Penalty 2396.754430 = -179566.062884
  nChanged 52
		SP:Iteration 13Q (93739.060000 sec): 3 clusters
  Score: Raw -182007.599299 + Penalty 2396.754430 = -179610.844869
  nChanged 36
		SP:Iteration 14Q (93739.090000 sec): 3 clusters
  Score: Raw -182027.806567 + Penalty 2396.754430 = -179631.052137
  nChanged 16
		SP:Iteration 15Q (93739.120000 sec): 3 clusters
  Score: Raw -182044.348507 + Penalty 2396.754430 = -179647.594077
  nChanged 20
		SP:Iteration 16Q (93739.150000 sec): 3 clusters
  Score: Raw -182064.289863 + Penalty 2396.754430 = -179667.535433
  nChanged 19
		SP:Iteration 17Q (93739.180000 sec): 3 clusters
  Score: Raw -182079.069574 + Penalty 2396.754430 = -179682.315144
  nChanged 18
		SP:Iteration 18Q (93739.210000 sec): 3 clusters
  Score: Raw -182092.878139 + Penalty 2396.754430 = -179696.123709
  nChanged 11
		SP:Iteration 19Q (93739.230000 sec): 3 clusters
  Score: Raw -182101.174014 + Penalty 2396.754430 = -179704.419584
  nChanged 9
		SP:Iteration 20F (93739.270000 sec): 3 clusters
  Score: Raw -182107.059677 + Penalty 2396.754430 = -179710.305247
  nChanged 5
		SP:Iteration 21Q (93739.290000 sec): 3 clusters
  Score: Raw -182109.179425 + Penalty 2396.754430 = -179712.424995
  nChanged 2
		SP:Iteration 22Q (93739.330000 sec): 3 clusters
  Score: Raw -182111.319583 + Penalty 2396.754430 = -179714.565153
  nChanged 3
		SP:Iteration 23Q (93739.350000 sec): 3 clusters
  Score: Raw -182113.614712 + Penalty 2396.754430 = -179716.860282
  nChanged 1
		SP:Iteration 24Q (93739.380000 sec): 3 clusters
  Score: Raw -182113.857649 + Penalty 2396.754430 = -179717.103219
  nChanged 0
		SP:Iteration 25F (93739.410000 sec): 3 clusters
  Score: Raw -182113.857649 + Penalty 2396.754430 = -179717.103219
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 96 (323 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93739.450000 sec): 2 clusters
  Score: Raw -36976.582172 + Penalty 938.868503 = -36037.713669
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93739.460000 sec): 3 clusters
  Score: Raw -36986.264752 + Penalty 1877.737005 = -35108.527747
  nChanged 52
		SP:Iteration 1F (93739.470000 sec): 3 clusters
  Score: Raw -37090.130333 + Penalty 1877.737005 = -35212.393328
  nChanged 15
		SP:Iteration 2Q (93739.470000 sec): 3 clusters
  Score: Raw -37127.969204 + Penalty 1877.737005 = -35250.232198
  nChanged 5
		SP:Iteration 3Q (93739.480000 sec): 3 clusters
  Score: Raw -37144.069511 + Penalty 1877.737005 = -35266.332506
  nChanged 2
		SP:Iteration 4Q (93739.490000 sec): 3 clusters
  Score: Raw -37150.242842 + Penalty 1877.737005 = -35272.505837
  nChanged 1
		SP:Iteration 5Q (93739.490000 sec): 3 clusters
  Score: Raw -37153.003402 + Penalty 1877.737005 = -35275.266397
  nChanged 1
		SP:Iteration 6Q (93739.500000 sec): 3 clusters
  Score: Raw -37153.845905 + Penalty 1877.737005 = -35276.108900
  nChanged 0
		SP:Iteration 7F (93739.510000 sec): 3 clusters
  Score: Raw -37153.845905 + Penalty 1877.737005 = -35276.108900
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 97 (3548 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93739.580000 sec): 2 clusters
  Score: Raw -408578.157700 + Penalty 1328.297643 = -407249.860057
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93739.650000 sec): 3 clusters
  Score: Raw -406856.543903 + Penalty 2656.595287 = -404199.948616
  nChanged 1344
		SP:Iteration 1F (93739.720000 sec): 3 clusters
  Score: Raw -407742.171472 + Penalty 2656.595287 = -405085.576185
  nChanged 347
		SP:Iteration 2F (93739.790000 sec): 3 clusters
  Score: Raw -408045.835584 + Penalty 2656.595287 = -405389.240298
  nChanged 283
		SP:Iteration 3F (93739.860000 sec): 3 clusters
  Score: Raw -408287.708679 + Penalty 2656.595287 = -405631.113393
  nChanged 206
		SP:Iteration 4F (93739.930000 sec): 3 clusters
  Score: Raw -408460.091388 + Penalty 2656.595287 = -405803.496101
  nChanged 160
		SP:Iteration 5Q (93739.990000 sec): 3 clusters
  Score: Raw -408592.181761 + Penalty 2656.595287 = -405935.586474
  nChanged 132
		SP:Iteration 6Q (93740.060000 sec): 3 clusters
  Score: Raw -408704.380144 + Penalty 2656.595287 = -406047.784857
  nChanged 112
		SP:Iteration 7Q (93740.130000 sec): 3 clusters
  Score: Raw -408784.558948 + Penalty 2656.595287 = -406127.963661
  nChanged 91
		SP:Iteration 8Q (93740.190000 sec): 3 clusters
  Score: Raw -408838.525622 + Penalty 2656.595287 = -406181.930335
  nChanged 61
		SP:Iteration 9Q (93740.260000 sec): 3 clusters
  Score: Raw -408870.300517 + Penalty 2656.595287 = -406213.705230
  nChanged 48
		SP:Iteration 10Q (93740.330000 sec): 3 clusters
  Score: Raw -408901.082785 + Penalty 2656.595287 = -406244.487498
  nChanged 43
		SP:Iteration 11Q (93740.390000 sec): 3 clusters
  Score: Raw -408927.107265 + Penalty 2656.595287 = -406270.511978
  nChanged 40
		SP:Iteration 12Q (93740.460000 sec): 3 clusters
  Score: Raw -408954.633309 + Penalty 2656.595287 = -406298.038022
  nChanged 41
		SP:Iteration 13Q (93740.530000 sec): 3 clusters
  Score: Raw -408982.890476 + Penalty 2656.595287 = -406326.295189
  nChanged 43
		SP:Iteration 14Q (93740.590000 sec): 3 clusters
  Score: Raw -409004.980019 + Penalty 2656.595287 = -406348.384733
  nChanged 33
		SP:Iteration 15Q (93740.660000 sec): 3 clusters
  Score: Raw -409030.442582 + Penalty 2656.595287 = -406373.847295
  nChanged 37
		SP:Iteration 16Q (93740.730000 sec): 3 clusters
  Score: Raw -409054.151402 + Penalty 2656.595287 = -406397.556115
  nChanged 41
		SP:Iteration 17Q (93740.790000 sec): 3 clusters
  Score: Raw -409089.115413 + Penalty 2656.595287 = -406432.520127
  nChanged 58
		SP:Iteration 18Q (93740.860000 sec): 3 clusters
  Score: Raw -409144.088564 + Penalty 2656.595287 = -406487.493277
  nChanged 58
		SP:Iteration 19Q (93740.930000 sec): 3 clusters
  Score: Raw -409202.056660 + Penalty 2656.595287 = -406545.461374
  nChanged 76
		SP:Iteration 20F (93740.990000 sec): 3 clusters
  Score: Raw -409290.243845 + Penalty 2656.595287 = -406633.648559
  nChanged 79
		SP:Iteration 21Q (93741.060000 sec): 3 clusters
  Score: Raw -409389.328771 + Penalty 2656.595287 = -406732.733484
  nChanged 94
		SP:Iteration 22Q (93741.130000 sec): 3 clusters
  Score: Raw -409519.679699 + Penalty 2656.595287 = -406863.084413
  nChanged 90
		SP:Iteration 23Q (93741.190000 sec): 3 clusters
  Score: Raw -409623.170112 + Penalty 2656.595287 = -406966.574825
  nChanged 80
		SP:Iteration 24Q (93741.260000 sec): 3 clusters
  Score: Raw -409695.847577 + Penalty 2656.595287 = -407039.252290
  nChanged 53
		SP:Iteration 25Q (93741.320000 sec): 3 clusters
  Score: Raw -409731.271378 + Penalty 2656.595287 = -407074.676092
  nChanged 49
		SP:Iteration 26Q (93741.390000 sec): 3 clusters
  Score: Raw -409762.834161 + Penalty 2656.595287 = -407106.238874
  nChanged 32
		SP:Iteration 27Q (93741.450000 sec): 3 clusters
  Score: Raw -409780.848402 + Penalty 2656.595287 = -407124.253115
  nChanged 26
		SP:Iteration 28Q (93741.520000 sec): 3 clusters
  Score: Raw -409793.373791 + Penalty 2656.595287 = -407136.778504
  nChanged 17
		SP:Iteration 29Q (93741.580000 sec): 3 clusters
  Score: Raw -409803.168183 + Penalty 2656.595287 = -407146.572896
  nChanged 25
		SP:Iteration 30Q (93741.650000 sec): 3 clusters
  Score: Raw -409815.589067 + Penalty 2656.595287 = -407158.993781
  nChanged 21
		SP:Iteration 31Q (93741.710000 sec): 3 clusters
  Score: Raw -409825.507340 + Penalty 2656.595287 = -407168.912054
  nChanged 16
		SP:Iteration 32Q (93741.770000 sec): 3 clusters
  Score: Raw -409831.192477 + Penalty 2656.595287 = -407174.597191
  nChanged 10
		SP:Iteration 33Q (93741.840000 sec): 3 clusters
  Score: Raw -409833.625916 + Penalty 2656.595287 = -407177.030630
  nChanged 4
		SP:Iteration 34Q (93741.910000 sec): 3 clusters
  Score: Raw -409834.809471 + Penalty 2656.595287 = -407178.214184
  nChanged 5
		SP:Iteration 35Q (93741.970000 sec): 3 clusters
  Score: Raw -409836.008503 + Penalty 2656.595287 = -407179.413217
  nChanged 2
		SP:Iteration 36Q (93742.030000 sec): 3 clusters
  Score: Raw -409836.524770 + Penalty 2656.595287 = -407179.929484
  nChanged 2
		SP:Iteration 37Q (93742.100000 sec): 3 clusters
  Score: Raw -409837.318499 + Penalty 2656.595287 = -407180.723212
  nChanged 3
		SP:Iteration 38Q (93742.160000 sec): 3 clusters
  Score: Raw -409837.831763 + Penalty 2656.595287 = -407181.236476
  nChanged 4
		SP:Iteration 39Q (93742.230000 sec): 3 clusters
  Score: Raw -409839.160573 + Penalty 2656.595287 = -407182.565287
  nChanged 4
		SP:Iteration 40F (93742.290000 sec): 3 clusters
  Score: Raw -409840.418973 + Penalty 2656.595287 = -407183.823687
  nChanged 3
		SP:Iteration 41Q (93742.360000 sec): 3 clusters
  Score: Raw -409841.098126 + Penalty 2656.595287 = -407184.502840
  nChanged 3
		SP:Iteration 42Q (93742.430000 sec): 3 clusters
  Score: Raw -409841.787243 + Penalty 2656.595287 = -407185.191956
  nChanged 2
		SP:Iteration 43Q (93742.490000 sec): 3 clusters
  Score: Raw -409842.251471 + Penalty 2656.595287 = -407185.656185
  nChanged 2
		SP:Iteration 44Q (93742.550000 sec): 3 clusters
  Score: Raw -409842.882746 + Penalty 2656.595287 = -407186.287459
  nChanged 0
		SP:Iteration 45F (93742.620000 sec): 3 clusters
  Score: Raw -409842.882746 + Penalty 2656.595287 = -407186.287459
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 98 (10969 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93742.730000 sec): 2 clusters
  Score: Raw -1266267.990915 + Penalty 1511.709614 = -1264756.281301
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93742.910000 sec): 3 clusters
  Score: Raw -1260002.495836 + Penalty 3023.419227 = -1256979.076609
  nChanged 4812
		SP:Iteration 1F (93743.060000 sec): 3 clusters
  Score: Raw -1262689.133664 + Penalty 3023.419227 = -1259665.714437
  nChanged 729
		SP:Iteration 2F (93743.230000 sec): 3 clusters
  Score: Raw -1263065.351689 + Penalty 3023.419227 = -1260041.932461
  nChanged 656
		SP:Iteration 3F (93743.380000 sec): 3 clusters
  Score: Raw -1263473.987118 + Penalty 3023.419227 = -1260450.567891
  nChanged 616
		SP:Iteration 4F (93743.540000 sec): 3 clusters
  Score: Raw -1263862.864006 + Penalty 3023.419227 = -1260839.444779
  nChanged 554
		SP:Iteration 5F (93743.700000 sec): 3 clusters
  Score: Raw -1264199.774694 + Penalty 3023.419227 = -1261176.355467
  nChanged 519
		SP:Iteration 6Q (93743.850000 sec): 3 clusters
  Score: Raw -1264474.664357 + Penalty 3023.419227 = -1261451.245129
  nChanged 465
		SP:Iteration 7Q (93744.150000 sec): 3 clusters
  Score: Raw -1264686.163120 + Penalty 3023.419227 = -1261662.743893
  nChanged 380
		SP:Iteration 8Q (93744.280000 sec): 3 clusters
  Score: Raw -1264851.351636 + Penalty 3023.419227 = -1261827.932408
  nChanged 321
		SP:Iteration 9Q (93744.450000 sec): 3 clusters
  Score: Raw -1264989.702139 + Penalty 3023.419227 = -1261966.282911
  nChanged 286
		SP:Iteration 10Q (93744.610000 sec): 3 clusters
  Score: Raw -1265108.232172 + Penalty 3023.419227 = -1262084.812944
  nChanged 287
		SP:Iteration 11Q (93744.760000 sec): 3 clusters
  Score: Raw -1265234.249640 + Penalty 3023.419227 = -1262210.830413
  nChanged 271
		SP:Iteration 12Q (93744.940000 sec): 3 clusters
  Score: Raw -1265363.810312 + Penalty 3023.419227 = -1262340.391084
  nChanged 271
		SP:Iteration 13Q (93745.090000 sec): 3 clusters
  Score: Raw -1265515.368721 + Penalty 3023.419227 = -1262491.949494
  nChanged 265
		SP:Iteration 14Q (93745.250000 sec): 3 clusters
  Score: Raw -1265669.984909 + Penalty 3023.419227 = -1262646.565681
  nChanged 250
		SP:Iteration 15Q (93745.410000 sec): 3 clusters
  Score: Raw -1265819.524921 + Penalty 3023.419227 = -1262796.105694
  nChanged 234
		SP:Iteration 16Q (93745.550000 sec): 3 clusters
  Score: Raw -1265970.983809 + Penalty 3023.419227 = -1262947.564582
  nChanged 212
		SP:Iteration 17Q (93745.730000 sec): 3 clusters
  Score: Raw -1266104.027586 + Penalty 3023.419227 = -1263080.608359
  nChanged 183
		SP:Iteration 18Q (93745.880000 sec): 3 clusters
  Score: Raw -1266216.854077 + Penalty 3023.419227 = -1263193.434850
  nChanged 163
		SP:Iteration 19Q (93746.030000 sec): 3 clusters
  Score: Raw -1266320.251253 + Penalty 3023.419227 = -1263296.832026
  nChanged 132
		SP:Iteration 20F (93746.210000 sec): 3 clusters
  Score: Raw -1266401.529867 + Penalty 3023.419227 = -1263378.110640
  nChanged 100
		SP:Iteration 21Q (93746.350000 sec): 3 clusters
  Score: Raw -1266471.673529 + Penalty 3023.419227 = -1263448.254302
  nChanged 89
		SP:Iteration 22Q (93746.510000 sec): 3 clusters
  Score: Raw -1266522.521967 + Penalty 3023.419227 = -1263499.102740
  nChanged 64
		SP:Iteration 23Q (93746.650000 sec): 3 clusters
  Score: Raw -1266552.855218 + Penalty 3023.419227 = -1263529.435991
  nChanged 46
		SP:Iteration 24Q (93746.790000 sec): 3 clusters
  Score: Raw -1266576.778283 + Penalty 3023.419227 = -1263553.359056
  nChanged 38
		SP:Iteration 25Q (93746.960000 sec): 3 clusters
  Score: Raw -1266592.914672 + Penalty 3023.419227 = -1263569.495445
  nChanged 38
		SP:Iteration 26Q (93747.130000 sec): 3 clusters
  Score: Raw -1266610.870940 + Penalty 3023.419227 = -1263587.451712
  nChanged 33
		SP:Iteration 27Q (93747.270000 sec): 3 clusters
  Score: Raw -1266625.233413 + Penalty 3023.419227 = -1263601.814186
  nChanged 35
		SP:Iteration 28Q (93747.410000 sec): 3 clusters
  Score: Raw -1266642.455800 + Penalty 3023.419227 = -1263619.036573
  nChanged 30
		SP:Iteration 29Q (93747.560000 sec): 3 clusters
  Score: Raw -1266660.866004 + Penalty 3023.419227 = -1263637.446776
  nChanged 27
		SP:Iteration 30Q (93747.690000 sec): 3 clusters
  Score: Raw -1266675.488262 + Penalty 3023.419227 = -1263652.069035
  nChanged 18
		SP:Iteration 31Q (93747.860000 sec): 3 clusters
  Score: Raw -1266685.515411 + Penalty 3023.419227 = -1263662.096184
  nChanged 19
		SP:Iteration 32Q (93748.000000 sec): 3 clusters
  Score: Raw -1266695.847062 + Penalty 3023.419227 = -1263672.427835
  nChanged 14
		SP:Iteration 33Q (93748.140000 sec): 3 clusters
  Score: Raw -1266702.239937 + Penalty 3023.419227 = -1263678.820710
  nChanged 13
		SP:Iteration 34Q (93748.310000 sec): 3 clusters
  Score: Raw -1266707.149098 + Penalty 3023.419227 = -1263683.729871
  nChanged 8
		SP:Iteration 35Q (93748.450000 sec): 3 clusters
  Score: Raw -1266709.930602 + Penalty 3023.419227 = -1263686.511375
  nChanged 9
		SP:Iteration 36Q (93748.600000 sec): 3 clusters
  Score: Raw -1266713.779835 + Penalty 3023.419227 = -1263690.360608
  nChanged 8
		SP:Iteration 37Q (93748.770000 sec): 3 clusters
  Score: Raw -1266717.802185 + Penalty 3023.419227 = -1263694.382958
  nChanged 9
		SP:Iteration 38Q (93748.910000 sec): 3 clusters
  Score: Raw -1266721.748737 + Penalty 3023.419227 = -1263698.329510
  nChanged 11
		SP:Iteration 39Q (93749.050000 sec): 3 clusters
  Score: Raw -1266727.224384 + Penalty 3023.419227 = -1263703.805157
  nChanged 14
		SP:Iteration 40F (93749.240000 sec): 3 clusters
  Score: Raw -1266733.010265 + Penalty 3023.419227 = -1263709.591038
  nChanged 10
		SP:Iteration 41Q (93749.380000 sec): 3 clusters
  Score: Raw -1266738.125545 + Penalty 3023.419227 = -1263714.706318
  nChanged 10
		SP:Iteration 42Q (93749.520000 sec): 3 clusters
  Score: Raw -1266742.495819 + Penalty 3023.419227 = -1263719.076592
  nChanged 8
		SP:Iteration 43Q (93749.690000 sec): 3 clusters
  Score: Raw -1266746.405787 + Penalty 3023.419227 = -1263722.986560
  nChanged 2
		SP:Iteration 44Q (93749.830000 sec): 3 clusters
  Score: Raw -1266747.406190 + Penalty 3023.419227 = -1263723.986963
  nChanged 4
		SP:Iteration 45Q (93749.980000 sec): 3 clusters
  Score: Raw -1266748.583399 + Penalty 3023.419227 = -1263725.164172
  nChanged 1
		SP:Iteration 46Q (93750.150000 sec): 3 clusters
  Score: Raw -1266748.927129 + Penalty 3023.419227 = -1263725.507902
  nChanged 2
		SP:Iteration 47Q (93750.280000 sec): 3 clusters
  Score: Raw -1266749.816393 + Penalty 3023.419227 = -1263726.397166
  nChanged 2
		SP:Iteration 48Q (93750.430000 sec): 3 clusters
  Score: Raw -1266750.927809 + Penalty 3023.419227 = -1263727.508582
  nChanged 1
		SP:Iteration 49Q (93750.610000 sec): 3 clusters
  Score: Raw -1266751.441995 + Penalty 3023.419227 = -1263728.022767
  nChanged 2
		SP:Iteration 50Q (93750.740000 sec): 3 clusters
  Score: Raw -1266751.908474 + Penalty 3023.419227 = -1263728.489247
  nChanged 0
		SP:Iteration 51F (93750.900000 sec): 3 clusters
  Score: Raw -1266751.908474 + Penalty 3023.419227 = -1263728.489247
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 99 (1205 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93750.990000 sec): 2 clusters
  Score: Raw -139124.033777 + Penalty 1152.813162 = -137971.220615
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93751.020000 sec): 3 clusters
  Score: Raw -138687.249821 + Penalty 2305.626325 = -136381.623496
  nChanged 377
		SP:Iteration 1F (93751.040000 sec): 3 clusters
  Score: Raw -138974.037884 + Penalty 2305.626325 = -136668.411559
  nChanged 91
		SP:Iteration 2F (93751.060000 sec): 3 clusters
  Score: Raw -139056.860413 + Penalty 2305.626325 = -136751.234089
  nChanged 46
		SP:Iteration 3Q (93751.090000 sec): 3 clusters
  Score: Raw -139101.769824 + Penalty 2305.626325 = -136796.143499
  nChanged 46
		SP:Iteration 4Q (93751.120000 sec): 3 clusters
  Score: Raw -139141.352100 + Penalty 2305.626325 = -136835.725775
  nChanged 40
		SP:Iteration 5Q (93751.140000 sec): 3 clusters
  Score: Raw -139175.756801 + Penalty 2305.626325 = -136870.130476
  nChanged 39
		SP:Iteration 6Q (93751.160000 sec): 3 clusters
  Score: Raw -139214.454985 + Penalty 2305.626325 = -136908.828660
  nChanged 40
		SP:Iteration 7Q (93751.190000 sec): 3 clusters
  Score: Raw -139249.374251 + Penalty 2305.626325 = -136943.747926
  nChanged 26
		SP:Iteration 8Q (93751.210000 sec): 3 clusters
  Score: Raw -139276.319175 + Penalty 2305.626325 = -136970.692850
  nChanged 20
		SP:Iteration 9Q (93751.230000 sec): 3 clusters
  Score: Raw -139293.111331 + Penalty 2305.626325 = -136987.485006
  nChanged 15
		SP:Iteration 10Q (93751.250000 sec): 3 clusters
  Score: Raw -139304.693626 + Penalty 2305.626325 = -136999.067301
  nChanged 14
		SP:Iteration 11Q (93751.280000 sec): 3 clusters
  Score: Raw -139318.019002 + Penalty 2305.626325 = -137012.392677
  nChanged 14
		SP:Iteration 12Q (93751.300000 sec): 3 clusters
  Score: Raw -139331.420217 + Penalty 2305.626325 = -137025.793892
  nChanged 17
		SP:Iteration 13Q (93751.320000 sec): 3 clusters
  Score: Raw -139357.383007 + Penalty 2305.626325 = -137051.756682
  nChanged 25
		SP:Iteration 14Q (93751.350000 sec): 3 clusters
  Score: Raw -139392.250991 + Penalty 2305.626325 = -137086.624666
  nChanged 23
		SP:Iteration 15Q (93751.370000 sec): 3 clusters
  Score: Raw -139418.620495 + Penalty 2305.626325 = -137112.994170
  nChanged 20
		SP:Iteration 16Q (93751.390000 sec): 3 clusters
  Score: Raw -139434.640782 + Penalty 2305.626325 = -137129.014457
  nChanged 11
		SP:Iteration 17Q (93751.410000 sec): 3 clusters
  Score: Raw -139445.862766 + Penalty 2305.626325 = -137140.236441
  nChanged 9
		SP:Iteration 18Q (93751.440000 sec): 3 clusters
  Score: Raw -139455.797602 + Penalty 2305.626325 = -137150.171277
  nChanged 15
		SP:Iteration 19Q (93751.460000 sec): 3 clusters
  Score: Raw -139466.226022 + Penalty 2305.626325 = -137160.599697
  nChanged 8
		SP:Iteration 20F (93751.480000 sec): 3 clusters
  Score: Raw -139471.242299 + Penalty 2305.626325 = -137165.615974
  nChanged 7
		SP:Iteration 21Q (93751.510000 sec): 3 clusters
  Score: Raw -139474.347540 + Penalty 2305.626325 = -137168.721215
  nChanged 5
		SP:Iteration 22Q (93751.530000 sec): 3 clusters
  Score: Raw -139477.379436 + Penalty 2305.626325 = -137171.753111
  nChanged 4
		SP:Iteration 23Q (93751.550000 sec): 3 clusters
  Score: Raw -139479.857437 + Penalty 2305.626325 = -137174.231112
  nChanged 4
		SP:Iteration 24Q (93751.570000 sec): 3 clusters
  Score: Raw -139484.148540 + Penalty 2305.626325 = -137178.522215
  nChanged 6
		SP:Iteration 25Q (93751.590000 sec): 3 clusters
  Score: Raw -139487.570848 + Penalty 2305.626325 = -137181.944523
  nChanged 6
		SP:Iteration 26Q (93751.620000 sec): 3 clusters
  Score: Raw -139492.962274 + Penalty 2305.626325 = -137187.335949
  nChanged 5
		SP:Iteration 27Q (93751.640000 sec): 3 clusters
  Score: Raw -139496.754863 + Penalty 2305.626325 = -137191.128538
  nChanged 2
		SP:Iteration 28Q (93751.660000 sec): 3 clusters
  Score: Raw -139497.597291 + Penalty 2305.626325 = -137191.970966
  nChanged 3
		SP:Iteration 29Q (93751.690000 sec): 3 clusters
  Score: Raw -139499.960584 + Penalty 2305.626325 = -137194.334259
  nChanged 2
		SP:Iteration 30Q (93751.710000 sec): 3 clusters
  Score: Raw -139501.350522 + Penalty 2305.626325 = -137195.724197
  nChanged 2
		SP:Iteration 31Q (93751.730000 sec): 3 clusters
  Score: Raw -139502.157745 + Penalty 2305.626325 = -137196.531420
  nChanged 0
		SP:Iteration 32F (93751.750000 sec): 3 clusters
  Score: Raw -139502.157745 + Penalty 2305.626325 = -137196.531420
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 100 (83388 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93752.380000 sec): 2 clusters
  Score: Raw -10397675.114586 + Penalty 1841.329700 = -10395833.784886
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93753.130000 sec): 3 clusters
  Score: Raw -10343967.506175 + Penalty 3682.659400 = -10340284.846775
  nChanged 39585
		SP:Iteration 1F (93753.850000 sec): 3 clusters
  Score: Raw -10366782.037140 + Penalty 3682.659400 = -10363099.377740
  nChanged 2677
		SP:Iteration 2Q (93754.590000 sec): 3 clusters
  Score: Raw -10367454.668511 + Penalty 3682.659400 = -10363772.009111
  nChanged 2829
		SP:Iteration 3Q (93755.300000 sec): 3 clusters
  Score: Raw -10368296.950773 + Penalty 3682.659400 = -10364614.291373
  nChanged 3164
		SP:Iteration 4Q (93756.010000 sec): 3 clusters
  Score: Raw -10369484.967735 + Penalty 3682.659400 = -10365802.308334
  nChanged 3644
		SP:Iteration 5Q (93756.720000 sec): 3 clusters
  Score: Raw -10371199.193319 + Penalty 3682.659400 = -10367516.533918
  nChanged 4230
		SP:Iteration 6F (93757.450000 sec): 3 clusters
  Score: Raw -10373721.741832 + Penalty 3682.659400 = -10370039.082431
  nChanged 4883
		SP:Iteration 7F (93758.170000 sec): 3 clusters
  Score: Raw -10377267.893630 + Penalty 3682.659400 = -10373585.234230
  nChanged 5317
		SP:Iteration 8F (93758.890000 sec): 3 clusters
  Score: Raw -10381866.245191 + Penalty 3682.659400 = -10378183.585791
  nChanged 5309
		SP:Iteration 9F (93759.610000 sec): 3 clusters
  Score: Raw -10386780.769557 + Penalty 3682.659400 = -10383098.110157
  nChanged 4781
		SP:Iteration 10F (93760.310000 sec): 3 clusters
  Score: Raw -10390845.389067 + Penalty 3682.659400 = -10387162.729666
  nChanged 3844
		SP:Iteration 11Q (93761.010000 sec): 3 clusters
  Score: Raw -10393569.287652 + Penalty 3682.659400 = -10389886.628252
  nChanged 2880
		SP:Iteration 12Q (93761.700000 sec): 3 clusters
  Score: Raw -10395240.865976 + Penalty 3682.659400 = -10391558.206575
  nChanged 2149
		SP:Iteration 13Q (93762.400000 sec): 3 clusters
  Score: Raw -10396282.295909 + Penalty 3682.659400 = -10392599.636509
  nChanged 1635
		SP:Iteration 14Q (93763.040000 sec): 3 clusters
  Score: Raw -10396944.081319 + Penalty 3682.659400 = -10393261.421919
  nChanged 1241
		SP:Iteration 15Q (93763.730000 sec): 3 clusters
  Score: Raw -10397386.519444 + Penalty 3682.659400 = -10393703.860044
  nChanged 946
		SP:Iteration 16Q (93764.380000 sec): 3 clusters
  Score: Raw -10397691.813717 + Penalty 3682.659400 = -10394009.154317
  nChanged 741
		SP:Iteration 17Q (93765.060000 sec): 3 clusters
  Score: Raw -10397912.681781 + Penalty 3682.659400 = -10394230.022381
  nChanged 557
		SP:Iteration 18Q (93765.700000 sec): 3 clusters
  Score: Raw -10398058.330810 + Penalty 3682.659400 = -10394375.671410
  nChanged 421
		SP:Iteration 19Q (93766.380000 sec): 3 clusters
  Score: Raw -10398168.968748 + Penalty 3682.659400 = -10394486.309347
  nChanged 345
		SP:Iteration 20F (93767.090000 sec): 3 clusters
  Score: Raw -10398255.173946 + Penalty 3682.659400 = -10394572.514546
  nChanged 278
		SP:Iteration 21Q (93767.750000 sec): 3 clusters
  Score: Raw -10398318.036182 + Penalty 3682.659400 = -10394635.376782
  nChanged 231
		SP:Iteration 22Q (93768.380000 sec): 3 clusters
  Score: Raw -10398368.993754 + Penalty 3682.659400 = -10394686.334354
  nChanged 196
		SP:Iteration 23Q (93769.060000 sec): 3 clusters
  Score: Raw -10398411.466697 + Penalty 3682.659400 = -10394728.807297
  nChanged 165
		SP:Iteration 24Q (93769.700000 sec): 3 clusters
  Score: Raw -10398443.496320 + Penalty 3682.659400 = -10394760.836920
  nChanged 124
		SP:Iteration 25Q (93770.360000 sec): 3 clusters
  Score: Raw -10398465.018217 + Penalty 3682.659400 = -10394782.358816
  nChanged 108
		SP:Iteration 26Q (93771.020000 sec): 3 clusters
  Score: Raw -10398484.980519 + Penalty 3682.659400 = -10394802.321119
  nChanged 90
		SP:Iteration 27Q (93771.700000 sec): 3 clusters
  Score: Raw -10398499.630062 + Penalty 3682.659400 = -10394816.970662
  nChanged 71
		SP:Iteration 28Q (93772.340000 sec): 3 clusters
  Score: Raw -10398509.848151 + Penalty 3682.659400 = -10394827.188751
  nChanged 59
		SP:Iteration 29Q (93772.970000 sec): 3 clusters
  Score: Raw -10398518.561527 + Penalty 3682.659400 = -10394835.902127
  nChanged 49
		SP:Iteration 30Q (93773.650000 sec): 3 clusters
  Score: Raw -10398525.666301 + Penalty 3682.659400 = -10394843.006901
  nChanged 41
		SP:Iteration 31Q (93774.280000 sec): 3 clusters
  Score: Raw -10398531.963671 + Penalty 3682.659400 = -10394849.304271
  nChanged 39
		SP:Iteration 32Q (93774.960000 sec): 3 clusters
  Score: Raw -10398537.752615 + Penalty 3682.659400 = -10394855.093215
  nChanged 39
		SP:Iteration 33Q (93775.600000 sec): 3 clusters
  Score: Raw -10398543.040059 + Penalty 3682.659400 = -10394860.380658
  nChanged 36
		SP:Iteration 34Q (93776.230000 sec): 3 clusters
  Score: Raw -10398547.913332 + Penalty 3682.659400 = -10394865.253932
  nChanged 27
		SP:Iteration 35Q (93776.910000 sec): 3 clusters
  Score: Raw -10398551.867651 + Penalty 3682.659400 = -10394869.208250
  nChanged 29
		SP:Iteration 36Q (93777.540000 sec): 3 clusters
  Score: Raw -10398555.367929 + Penalty 3682.659400 = -10394872.708529
  nChanged 19
		SP:Iteration 37Q (93778.220000 sec): 3 clusters
  Score: Raw -10398557.820542 + Penalty 3682.659400 = -10394875.161142
  nChanged 12
		SP:Iteration 38Q (93778.870000 sec): 3 clusters
  Score: Raw -10398559.277189 + Penalty 3682.659400 = -10394876.617789
  nChanged 16
		SP:Iteration 39Q (93779.550000 sec): 3 clusters
  Score: Raw -10398561.477447 + Penalty 3682.659400 = -10394878.818047
  nChanged 14
		SP:Iteration 40F (93780.270000 sec): 3 clusters
  Score: Raw -10398563.057339 + Penalty 3682.659400 = -10394880.397939
  nChanged 13
		SP:Iteration 41Q (93780.930000 sec): 3 clusters
  Score: Raw -10398564.539235 + Penalty 3682.659400 = -10394881.879835
  nChanged 14
		SP:Iteration 42Q (93781.550000 sec): 3 clusters
  Score: Raw -10398566.649714 + Penalty 3682.659400 = -10394883.990314
  nChanged 19
		SP:Iteration 43Q (93782.230000 sec): 3 clusters
  Score: Raw -10398569.492161 + Penalty 3682.659400 = -10394886.832761
  nChanged 18
		SP:Iteration 44Q (93782.870000 sec): 3 clusters
  Score: Raw -10398572.029815 + Penalty 3682.659400 = -10394889.370414
  nChanged 18
		SP:Iteration 45Q (93783.550000 sec): 3 clusters
  Score: Raw -10398574.321391 + Penalty 3682.659400 = -10394891.661991
  nChanged 12
		SP:Iteration 46Q (93784.200000 sec): 3 clusters
  Score: Raw -10398575.772781 + Penalty 3682.659400 = -10394893.113381
  nChanged 10
		SP:Iteration 47Q (93784.880000 sec): 3 clusters
  Score: Raw -10398576.990430 + Penalty 3682.659400 = -10394894.331029
  nChanged 12
		SP:Iteration 48Q (93785.540000 sec): 3 clusters
  Score: Raw -10398578.337036 + Penalty 3682.659400 = -10394895.677636
  nChanged 6
		SP:Iteration 49Q (93786.220000 sec): 3 clusters
  Score: Raw -10398578.899112 + Penalty 3682.659400 = -10394896.239712
  nChanged 3
		SP:Iteration 50Q (93786.840000 sec): 3 clusters
  Score: Raw -10398579.140326 + Penalty 3682.659400 = -10394896.480925
  nChanged 3
		SP:Iteration 51Q (93787.460000 sec): 3 clusters
  Score: Raw -10398579.471947 + Penalty 3682.659400 = -10394896.812547
  nChanged 2
		SP:Iteration 52Q (93788.140000 sec): 3 clusters
  Score: Raw -10398579.647946 + Penalty 3682.659400 = -10394896.988546
  nChanged 2
		SP:Iteration 53Q (93788.780000 sec): 3 clusters
  Score: Raw -10398579.796672 + Penalty 3682.659400 = -10394897.137272
  nChanged 0
		SP:Iteration 54F (93789.480000 sec): 3 clusters
  Score: Raw -10398579.796672 + Penalty 3682.659400 = -10394897.137272
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 101 (64036 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93789.840000 sec): 2 clusters
  Score: Raw -7978359.109109 + Penalty 1798.420114 = -7976560.688994
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93790.470000 sec): 3 clusters
  Score: Raw -7937279.042068 + Penalty 3596.840229 = -7933682.201840
  nChanged 30343
		SP:Iteration 1F (93791.080000 sec): 3 clusters
  Score: Raw -7954491.648675 + Penalty 3596.840229 = -7950894.808446
  nChanged 2079
		SP:Iteration 2Q (93791.700000 sec): 3 clusters
  Score: Raw -7955011.511673 + Penalty 3596.840229 = -7951414.671444
  nChanged 2195
		SP:Iteration 3Q (93792.320000 sec): 3 clusters
  Score: Raw -7955623.757399 + Penalty 3596.840229 = -7952026.917170
  nChanged 2404
		SP:Iteration 4Q (93792.920000 sec): 3 clusters
  Score: Raw -7956389.361743 + Penalty 3596.840229 = -7952792.521514
  nChanged 2674
		SP:Iteration 5Q (93793.530000 sec): 3 clusters
  Score: Raw -7957393.333263 + Penalty 3596.840229 = -7953796.493035
  nChanged 2916
		SP:Iteration 6Q (93794.140000 sec): 3 clusters
  Score: Raw -7958641.281043 + Penalty 3596.840229 = -7955044.440814
  nChanged 3172
		SP:Iteration 7Q (93794.750000 sec): 3 clusters
  Score: Raw -7960123.288023 + Penalty 3596.840229 = -7956526.447794
  nChanged 3311
		SP:Iteration 8F (93795.370000 sec): 3 clusters
  Score: Raw -7961851.113380 + Penalty 3596.840229 = -7958254.273151
  nChanged 3404
		SP:Iteration 9F (93795.980000 sec): 3 clusters
  Score: Raw -7963862.952523 + Penalty 3596.840229 = -7960266.112294
  nChanged 3389
		SP:Iteration 10F (93796.570000 sec): 3 clusters
  Score: Raw -7966165.539149 + Penalty 3596.840229 = -7962568.698920
  nChanged 3447
		SP:Iteration 11F (93797.180000 sec): 3 clusters
  Score: Raw -7968697.590996 + Penalty 3596.840229 = -7965100.750768
  nChanged 3325
		SP:Iteration 12F (93797.800000 sec): 3 clusters
  Score: Raw -7971067.972656 + Penalty 3596.840229 = -7967471.132427
  nChanged 3061
		SP:Iteration 13Q (93798.390000 sec): 3 clusters
  Score: Raw -7973054.071304 + Penalty 3596.840229 = -7969457.231075
  nChanged 2686
		SP:Iteration 14Q (93798.970000 sec): 3 clusters
  Score: Raw -7974608.984229 + Penalty 3596.840229 = -7971012.144000
  nChanged 2361
		SP:Iteration 15Q (93799.500000 sec): 3 clusters
  Score: Raw -7975847.611649 + Penalty 3596.840229 = -7972250.771420
  nChanged 1963
		SP:Iteration 16Q (93800.070000 sec): 3 clusters
  Score: Raw -7976761.768128 + Penalty 3596.840229 = -7973164.927899
  nChanged 1631
		SP:Iteration 17Q (93800.590000 sec): 3 clusters
  Score: Raw -7977460.602690 + Penalty 3596.840229 = -7973863.762461
  nChanged 1237
		SP:Iteration 18Q (93801.160000 sec): 3 clusters
  Score: Raw -7977933.742472 + Penalty 3596.840229 = -7974336.902243
  nChanged 988
		SP:Iteration 19Q (93801.670000 sec): 3 clusters
  Score: Raw -7978275.422267 + Penalty 3596.840229 = -7974678.582038
  nChanged 738
		SP:Iteration 20F (93802.230000 sec): 3 clusters
  Score: Raw -7978501.380448 + Penalty 3596.840229 = -7974904.540219
  nChanged 594
		SP:Iteration 21Q (93802.770000 sec): 3 clusters
  Score: Raw -7978666.846570 + Penalty 3596.840229 = -7975070.006341
  nChanged 450
		SP:Iteration 22Q (93803.280000 sec): 3 clusters
  Score: Raw -7978778.187313 + Penalty 3596.840229 = -7975181.347084
  nChanged 318
		SP:Iteration 23Q (93803.830000 sec): 3 clusters
  Score: Raw -7978853.038592 + Penalty 3596.840229 = -7975256.198363
  nChanged 249
		SP:Iteration 24Q (93804.370000 sec): 3 clusters
  Score: Raw -7978908.186607 + Penalty 3596.840229 = -7975311.346378
  nChanged 183
		SP:Iteration 25Q (93804.870000 sec): 3 clusters
  Score: Raw -7978945.582036 + Penalty 3596.840229 = -7975348.741807
  nChanged 159
		SP:Iteration 26Q (93805.430000 sec): 3 clusters
  Score: Raw -7978977.540636 + Penalty 3596.840229 = -7975380.700407
  nChanged 139
		SP:Iteration 27Q (93805.960000 sec): 3 clusters
  Score: Raw -7979003.677616 + Penalty 3596.840229 = -7975406.837387
  nChanged 128
		SP:Iteration 28Q (93806.470000 sec): 3 clusters
  Score: Raw -7979030.593108 + Penalty 3596.840229 = -7975433.752880
  nChanged 109
		SP:Iteration 29Q (93807.020000 sec): 3 clusters
  Score: Raw -7979050.857722 + Penalty 3596.840229 = -7975454.017493
  nChanged 98
		SP:Iteration 30Q (93807.550000 sec): 3 clusters
  Score: Raw -7979068.668700 + Penalty 3596.840229 = -7975471.828472
  nChanged 86
		SP:Iteration 31Q (93808.100000 sec): 3 clusters
  Score: Raw -7979082.458766 + Penalty 3596.840229 = -7975485.618537
  nChanged 71
		SP:Iteration 32Q (93808.630000 sec): 3 clusters
  Score: Raw -7979095.548149 + Penalty 3596.840229 = -7975498.707920
  nChanged 64
		SP:Iteration 33Q (93809.130000 sec): 3 clusters
  Score: Raw -7979107.364030 + Penalty 3596.840229 = -7975510.523802
  nChanged 56
		SP:Iteration 34Q (93809.690000 sec): 3 clusters
  Score: Raw -7979116.769841 + Penalty 3596.840229 = -7975519.929612
  nChanged 47
		SP:Iteration 35Q (93810.210000 sec): 3 clusters
  Score: Raw -7979123.848468 + Penalty 3596.840229 = -7975527.008239
  nChanged 44
		SP:Iteration 36Q (93810.720000 sec): 3 clusters
  Score: Raw -7979131.551491 + Penalty 3596.840229 = -7975534.711262
  nChanged 39
		SP:Iteration 37Q (93811.270000 sec): 3 clusters
  Score: Raw -7979136.587234 + Penalty 3596.840229 = -7975539.747005
  nChanged 23
		SP:Iteration 38Q (93811.800000 sec): 3 clusters
  Score: Raw -7979138.727640 + Penalty 3596.840229 = -7975541.887411
  nChanged 8
		SP:Iteration 39Q (93812.310000 sec): 3 clusters
  Score: Raw -7979139.843945 + Penalty 3596.840229 = -7975543.003716
  nChanged 15
		SP:Iteration 40F (93812.920000 sec): 3 clusters
  Score: Raw -7979141.694242 + Penalty 3596.840229 = -7975544.854013
  nChanged 16
		SP:Iteration 41Q (93813.410000 sec): 3 clusters
  Score: Raw -7979143.265182 + Penalty 3596.840229 = -7975546.424953
  nChanged 8
		SP:Iteration 42Q (93813.970000 sec): 3 clusters
  Score: Raw -7979144.129909 + Penalty 3596.840229 = -7975547.289680
  nChanged 8
		SP:Iteration 43Q (93814.500000 sec): 3 clusters
  Score: Raw -7979144.996275 + Penalty 3596.840229 = -7975548.156046
  nChanged 4
		SP:Iteration 44Q (93815.000000 sec): 3 clusters
  Score: Raw -7979145.619497 + Penalty 3596.840229 = -7975548.779268
  nChanged 11
		SP:Iteration 45Q (93815.540000 sec): 3 clusters
  Score: Raw -7979147.166848 + Penalty 3596.840229 = -7975550.326619
  nChanged 12
		SP:Iteration 46Q (93816.070000 sec): 3 clusters
  Score: Raw -7979148.526203 + Penalty 3596.840229 = -7975551.685974
  nChanged 6
		SP:Iteration 47Q (93816.570000 sec): 3 clusters
  Score: Raw -7979149.161663 + Penalty 3596.840229 = -7975552.321434
  nChanged 7
		SP:Iteration 48Q (93817.080000 sec): 3 clusters
  Score: Raw -7979149.916218 + Penalty 3596.840229 = -7975553.075989
  nChanged 6
		SP:Iteration 49Q (93817.630000 sec): 3 clusters
  Score: Raw -7979150.674578 + Penalty 3596.840229 = -7975553.834350
  nChanged 9
		SP:Iteration 50Q (93818.160000 sec): 3 clusters
  Score: Raw -7979151.895225 + Penalty 3596.840229 = -7975555.054996
  nChanged 10
		SP:Iteration 51Q (93818.660000 sec): 3 clusters
  Score: Raw -7979153.042032 + Penalty 3596.840229 = -7975556.201803
  nChanged 11
		SP:Iteration 52Q (93819.220000 sec): 3 clusters
  Score: Raw -7979154.648616 + Penalty 3596.840229 = -7975557.808387
  nChanged 13
		SP:Iteration 53Q (93819.750000 sec): 3 clusters
  Score: Raw -7979156.262676 + Penalty 3596.840229 = -7975559.422447
  nChanged 12
		SP:Iteration 54Q (93820.250000 sec): 3 clusters
  Score: Raw -7979157.315521 + Penalty 3596.840229 = -7975560.475292
  nChanged 7
		SP:Iteration 55Q (93820.810000 sec): 3 clusters
  Score: Raw -7979158.160332 + Penalty 3596.840229 = -7975561.320103
  nChanged 6
		SP:Iteration 56Q (93821.340000 sec): 3 clusters
  Score: Raw -7979158.992344 + Penalty 3596.840229 = -7975562.152115
  nChanged 7
		SP:Iteration 57Q (93821.840000 sec): 3 clusters
  Score: Raw -7979159.688357 + Penalty 3596.840229 = -7975562.848128
  nChanged 5
		SP:Iteration 58Q (93822.390000 sec): 3 clusters
  Score: Raw -7979160.283202 + Penalty 3596.840229 = -7975563.442973
  nChanged 6
		SP:Iteration 59Q (93822.900000 sec): 3 clusters
  Score: Raw -7979160.831601 + Penalty 3596.840229 = -7975563.991372
  nChanged 2
		SP:Iteration 60F (93823.460000 sec): 3 clusters
  Score: Raw -7979160.985902 + Penalty 3596.840229 = -7975564.145673
  nChanged 1
		SP:Iteration 61Q (93823.990000 sec): 3 clusters
  Score: Raw -7979161.081005 + Penalty 3596.840229 = -7975564.240776
  nChanged 3
		SP:Iteration 62Q (93824.500000 sec): 3 clusters
  Score: Raw -7979161.434728 + Penalty 3596.840229 = -7975564.594499
  nChanged 4
		SP:Iteration 63Q (93825.000000 sec): 3 clusters
  Score: Raw -7979161.790940 + Penalty 3596.840229 = -7975564.950711
  nChanged 2
		SP:Iteration 64Q (93825.530000 sec): 3 clusters
  Score: Raw -7979161.980932 + Penalty 3596.840229 = -7975565.140703
  nChanged 2
		SP:Iteration 65Q (93826.060000 sec): 3 clusters
  Score: Raw -7979162.165093 + Penalty 3596.840229 = -7975565.324864
  nChanged 2
		SP:Iteration 66Q (93826.560000 sec): 3 clusters
  Score: Raw -7979162.375084 + Penalty 3596.840229 = -7975565.534855
  nChanged 1
		SP:Iteration 67Q (93827.070000 sec): 3 clusters
  Score: Raw -7979162.469371 + Penalty 3596.840229 = -7975565.629142
  nChanged 0
		SP:Iteration 68F (93827.680000 sec): 3 clusters
  Score: Raw -7979162.469371 + Penalty 3596.840229 = -7975565.629142
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 102 (5912 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93827.750000 sec): 2 clusters
  Score: Raw -700677.144215 + Penalty 1411.270163 = -699265.874052
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93827.880000 sec): 3 clusters
  Score: Raw -697490.378707 + Penalty 2822.540325 = -694667.838382
  nChanged 2443
		SP:Iteration 1F (93827.980000 sec): 3 clusters
  Score: Raw -698923.427779 + Penalty 2822.540325 = -696100.887454
  nChanged 485
		SP:Iteration 2F (93828.080000 sec): 3 clusters
  Score: Raw -699235.224844 + Penalty 2822.540325 = -696412.684519
  nChanged 402
		SP:Iteration 3F (93828.170000 sec): 3 clusters
  Score: Raw -699453.455351 + Penalty 2822.540325 = -696630.915026
  nChanged 274
		SP:Iteration 4Q (93828.270000 sec): 3 clusters
  Score: Raw -699621.019981 + Penalty 2822.540325 = -696798.479656
  nChanged 270
		SP:Iteration 5Q (93828.370000 sec): 3 clusters
  Score: Raw -699772.174497 + Penalty 2822.540325 = -696949.634172
  nChanged 216
		SP:Iteration 6Q (93828.460000 sec): 3 clusters
  Score: Raw -699898.295756 + Penalty 2822.540325 = -697075.755430
  nChanged 209
		SP:Iteration 7Q (93828.560000 sec): 3 clusters
  Score: Raw -700029.882029 + Penalty 2822.540325 = -697207.341703
  nChanged 185
		SP:Iteration 8Q (93828.660000 sec): 3 clusters
  Score: Raw -700128.937823 + Penalty 2822.540325 = -697306.397497
  nChanged 164
		SP:Iteration 9Q (93828.760000 sec): 3 clusters
  Score: Raw -700220.146409 + Penalty 2822.540325 = -697397.606084
  nChanged 162
		SP:Iteration 10Q (93828.860000 sec): 3 clusters
  Score: Raw -700305.450882 + Penalty 2822.540325 = -697482.910556
  nChanged 139
		SP:Iteration 11Q (93828.950000 sec): 3 clusters
  Score: Raw -700370.639228 + Penalty 2822.540325 = -697548.098902
  nChanged 142
		SP:Iteration 12Q (93829.050000 sec): 3 clusters
  Score: Raw -700439.236849 + Penalty 2822.540325 = -697616.696524
  nChanged 110
		SP:Iteration 13Q (93829.140000 sec): 3 clusters
  Score: Raw -700485.087823 + Penalty 2822.540325 = -697662.547498
  nChanged 85
		SP:Iteration 14Q (93829.240000 sec): 3 clusters
  Score: Raw -700518.198374 + Penalty 2822.540325 = -697695.658049
  nChanged 80
		SP:Iteration 15Q (93829.340000 sec): 3 clusters
  Score: Raw -700546.922488 + Penalty 2822.540325 = -697724.382162
  nChanged 48
		SP:Iteration 16Q (93829.430000 sec): 3 clusters
  Score: Raw -700561.580158 + Penalty 2822.540325 = -697739.039832
  nChanged 39
		SP:Iteration 17Q (93829.530000 sec): 3 clusters
  Score: Raw -700575.489275 + Penalty 2822.540325 = -697752.948950
  nChanged 40
		SP:Iteration 18Q (93829.630000 sec): 3 clusters
  Score: Raw -700588.474528 + Penalty 2822.540325 = -697765.934203
  nChanged 43
		SP:Iteration 19Q (93829.720000 sec): 3 clusters
  Score: Raw -700601.826797 + Penalty 2822.540325 = -697779.286471
  nChanged 43
		SP:Iteration 20F (93829.820000 sec): 3 clusters
  Score: Raw -700618.255002 + Penalty 2822.540325 = -697795.714676
  nChanged 39
		SP:Iteration 21Q (93829.920000 sec): 3 clusters
  Score: Raw -700631.070084 + Penalty 2822.540325 = -697808.529758
  nChanged 39
		SP:Iteration 22Q (93830.010000 sec): 3 clusters
  Score: Raw -700642.851471 + Penalty 2822.540325 = -697820.311146
  nChanged 37
		SP:Iteration 23Q (93830.110000 sec): 3 clusters
  Score: Raw -700652.566499 + Penalty 2822.540325 = -697830.026174
  nChanged 37
		SP:Iteration 24Q (93830.200000 sec): 3 clusters
  Score: Raw -700666.231666 + Penalty 2822.540325 = -697843.691340
  nChanged 40
		SP:Iteration 25Q (93830.300000 sec): 3 clusters
  Score: Raw -700681.484113 + Penalty 2822.540325 = -697858.943788
  nChanged 41
		SP:Iteration 26Q (93830.400000 sec): 3 clusters
  Score: Raw -700695.590474 + Penalty 2822.540325 = -697873.050149
  nChanged 29
		SP:Iteration 27Q (93830.490000 sec): 3 clusters
  Score: Raw -700703.738135 + Penalty 2822.540325 = -697881.197810
  nChanged 29
		SP:Iteration 28Q (93830.590000 sec): 3 clusters
  Score: Raw -700713.600118 + Penalty 2822.540325 = -697891.059792
  nChanged 27
		SP:Iteration 29Q (93830.690000 sec): 3 clusters
  Score: Raw -700721.596253 + Penalty 2822.540325 = -697899.055927
  nChanged 25
		SP:Iteration 30Q (93830.780000 sec): 3 clusters
  Score: Raw -700729.550739 + Penalty 2822.540325 = -697907.010414
  nChanged 23
		SP:Iteration 31Q (93830.880000 sec): 3 clusters
  Score: Raw -700737.004750 + Penalty 2822.540325 = -697914.464425
  nChanged 26
		SP:Iteration 32Q (93830.970000 sec): 3 clusters
  Score: Raw -700746.962476 + Penalty 2822.540325 = -697924.422151
  nChanged 26
		SP:Iteration 33Q (93831.070000 sec): 3 clusters
  Score: Raw -700756.852391 + Penalty 2822.540325 = -697934.312066
  nChanged 24
		SP:Iteration 34Q (93831.160000 sec): 3 clusters
  Score: Raw -700763.152266 + Penalty 2822.540325 = -697940.611941
  nChanged 14
		SP:Iteration 35Q (93831.260000 sec): 3 clusters
  Score: Raw -700767.587276 + Penalty 2822.540325 = -697945.046951
  nChanged 15
		SP:Iteration 36Q (93831.350000 sec): 3 clusters
  Score: Raw -700771.699002 + Penalty 2822.540325 = -697949.158677
  nChanged 14
		SP:Iteration 37Q (93831.450000 sec): 3 clusters
  Score: Raw -700775.051294 + Penalty 2822.540325 = -697952.510969
  nChanged 9
		SP:Iteration 38Q (93831.540000 sec): 3 clusters
  Score: Raw -700778.344202 + Penalty 2822.540325 = -697955.803877
  nChanged 14
		SP:Iteration 39Q (93831.640000 sec): 3 clusters
  Score: Raw -700781.773257 + Penalty 2822.540325 = -697959.232932
  nChanged 10
		SP:Iteration 40F (93831.730000 sec): 3 clusters
  Score: Raw -700784.309433 + Penalty 2822.540325 = -697961.769108
  nChanged 8
		SP:Iteration 41Q (93831.830000 sec): 3 clusters
  Score: Raw -700786.768979 + Penalty 2822.540325 = -697964.228654
  nChanged 8
		SP:Iteration 42Q (93831.930000 sec): 3 clusters
  Score: Raw -700787.795790 + Penalty 2822.540325 = -697965.255465
  nChanged 5
		SP:Iteration 43Q (93832.020000 sec): 3 clusters
  Score: Raw -700788.907421 + Penalty 2822.540325 = -697966.367095
  nChanged 7
		SP:Iteration 44Q (93832.120000 sec): 3 clusters
  Score: Raw -700790.678663 + Penalty 2822.540325 = -697968.138338
  nChanged 6
		SP:Iteration 45Q (93832.210000 sec): 3 clusters
  Score: Raw -700791.976133 + Penalty 2822.540325 = -697969.435808
  nChanged 3
		SP:Iteration 46Q (93832.310000 sec): 3 clusters
  Score: Raw -700792.995392 + Penalty 2822.540325 = -697970.455067
  nChanged 6
		SP:Iteration 47Q (93832.400000 sec): 3 clusters
  Score: Raw -700794.042840 + Penalty 2822.540325 = -697971.502515
  nChanged 3
		SP:Iteration 48Q (93832.500000 sec): 3 clusters
  Score: Raw -700794.678331 + Penalty 2822.540325 = -697972.138006
  nChanged 2
		SP:Iteration 49Q (93832.590000 sec): 3 clusters
  Score: Raw -700795.653744 + Penalty 2822.540325 = -697973.113419
  nChanged 4
		SP:Iteration 50Q (93832.690000 sec): 3 clusters
  Score: Raw -700796.613785 + Penalty 2822.540325 = -697974.073460
  nChanged 9
		SP:Iteration 51Q (93832.780000 sec): 3 clusters
  Score: Raw -700798.811682 + Penalty 2822.540325 = -697976.271356
  nChanged 10
		SP:Iteration 52Q (93832.880000 sec): 3 clusters
  Score: Raw -700800.832649 + Penalty 2822.540325 = -697978.292324
  nChanged 6
		SP:Iteration 53Q (93832.970000 sec): 3 clusters
  Score: Raw -700802.030720 + Penalty 2822.540325 = -697979.490395
  nChanged 6
		SP:Iteration 54Q (93833.070000 sec): 3 clusters
  Score: Raw -700803.542158 + Penalty 2822.540325 = -697981.001832
  nChanged 6
		SP:Iteration 55Q (93833.160000 sec): 3 clusters
  Score: Raw -700805.091216 + Penalty 2822.540325 = -697982.550891
  nChanged 5
		SP:Iteration 56Q (93833.260000 sec): 3 clusters
  Score: Raw -700806.830550 + Penalty 2822.540325 = -697984.290224
  nChanged 8
		SP:Iteration 57Q (93833.350000 sec): 3 clusters
  Score: Raw -700809.319777 + Penalty 2822.540325 = -697986.779452
  nChanged 7
		SP:Iteration 58Q (93833.450000 sec): 3 clusters
  Score: Raw -700810.964227 + Penalty 2822.540325 = -697988.423902
  nChanged 3
		SP:Iteration 59Q (93833.540000 sec): 3 clusters
  Score: Raw -700811.262974 + Penalty 2822.540325 = -697988.722648
  nChanged 5
		SP:Iteration 60F (93833.640000 sec): 3 clusters
  Score: Raw -700811.847664 + Penalty 2822.540325 = -697989.307338
  nChanged 1
		SP:Iteration 61Q (93833.730000 sec): 3 clusters
  Score: Raw -700811.948511 + Penalty 2822.540325 = -697989.408186
  nChanged 1
		SP:Iteration 62Q (93833.830000 sec): 3 clusters
  Score: Raw -700811.999655 + Penalty 2822.540325 = -697989.459329
  nChanged 0
		SP:Iteration 63F (93833.930000 sec): 3 clusters
  Score: Raw -700811.999655 + Penalty 2822.540325 = -697989.459329
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 103 (3145 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93833.990000 sec): 2 clusters
  Score: Raw -354308.995913 + Penalty 1308.704990 = -353000.290923
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93834.050000 sec): 3 clusters
  Score: Raw -352820.155963 + Penalty 2617.409980 = -350202.745983
  nChanged 1211
		SP:Iteration 1F (93834.110000 sec): 3 clusters
  Score: Raw -353469.201233 + Penalty 2617.409980 = -350851.791253
  nChanged 206
		SP:Iteration 2F (93834.170000 sec): 3 clusters
  Score: Raw -353614.038731 + Penalty 2617.409980 = -350996.628751
  nChanged 210
		SP:Iteration 3F (93834.230000 sec): 3 clusters
  Score: Raw -353784.056865 + Penalty 2617.409980 = -351166.646885
  nChanged 201
		SP:Iteration 4F (93834.290000 sec): 3 clusters
  Score: Raw -353958.610372 + Penalty 2617.409980 = -351341.200392
  nChanged 195
		SP:Iteration 5F (93834.340000 sec): 3 clusters
  Score: Raw -354174.128995 + Penalty 2617.409980 = -351556.719015
  nChanged 198
		SP:Iteration 6F (93834.400000 sec): 3 clusters
  Score: Raw -354382.804526 + Penalty 2617.409980 = -351765.394546
  nChanged 167
		SP:Iteration 7F (93834.450000 sec): 3 clusters
  Score: Raw -354552.875410 + Penalty 2617.409980 = -351935.465430
  nChanged 133
		SP:Iteration 8Q (93834.510000 sec): 3 clusters
  Score: Raw -354694.192047 + Penalty 2617.409980 = -352076.782067
  nChanged 92
		SP:Iteration 9Q (93834.570000 sec): 3 clusters
  Score: Raw -354774.738267 + Penalty 2617.409980 = -352157.328287
  nChanged 74
		SP:Iteration 10Q (93834.630000 sec): 3 clusters
  Score: Raw -354835.991170 + Penalty 2617.409980 = -352218.581190
  nChanged 39
		SP:Iteration 11Q (93834.680000 sec): 3 clusters
  Score: Raw -354870.601543 + Penalty 2617.409980 = -352253.191563
  nChanged 34
		SP:Iteration 12Q (93834.740000 sec): 3 clusters
  Score: Raw -354903.271364 + Penalty 2617.409980 = -352285.861384
  nChanged 27
		SP:Iteration 13Q (93834.790000 sec): 3 clusters
  Score: Raw -354930.068759 + Penalty 2617.409980 = -352312.658779
  nChanged 19
		SP:Iteration 14Q (93834.850000 sec): 3 clusters
  Score: Raw -354942.769558 + Penalty 2617.409980 = -352325.359578
  nChanged 13
		SP:Iteration 15Q (93834.900000 sec): 3 clusters
  Score: Raw -354955.427710 + Penalty 2617.409980 = -352338.017730
  nChanged 11
		SP:Iteration 16Q (93834.960000 sec): 3 clusters
  Score: Raw -354966.469349 + Penalty 2617.409980 = -352349.059369
  nChanged 7
		SP:Iteration 17Q (93835.010000 sec): 3 clusters
  Score: Raw -354971.147280 + Penalty 2617.409980 = -352353.737300
  nChanged 2
		SP:Iteration 18Q (93835.070000 sec): 3 clusters
  Score: Raw -354972.966980 + Penalty 2617.409980 = -352355.557000
  nChanged 3
		SP:Iteration 19Q (93835.120000 sec): 3 clusters
  Score: Raw -354974.871607 + Penalty 2617.409980 = -352357.461627
  nChanged 1
		SP:Iteration 20F (93835.180000 sec): 3 clusters
  Score: Raw -354976.863656 + Penalty 2617.409980 = -352359.453676
  nChanged 2
		SP:Iteration 21Q (93835.230000 sec): 3 clusters
  Score: Raw -354978.108099 + Penalty 2617.409980 = -352360.698119
  nChanged 0
		SP:Iteration 22F (93835.290000 sec): 3 clusters
  Score: Raw -354978.108099 + Penalty 2617.409980 = -352360.698119
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 104 (5299 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93835.370000 sec): 2 clusters
  Score: Raw -631519.259537 + Penalty 1393.481928 = -630125.777609
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93835.470000 sec): 3 clusters
  Score: Raw -628697.539312 + Penalty 2786.963856 = -625910.575457
  nChanged 2198
		SP:Iteration 1F (93835.570000 sec): 3 clusters
  Score: Raw -629986.438664 + Penalty 2786.963856 = -627199.474808
  nChanged 424
		SP:Iteration 2F (93835.660000 sec): 3 clusters
  Score: Raw -630236.813368 + Penalty 2786.963856 = -627449.849512
  nChanged 302
		SP:Iteration 3F (93835.750000 sec): 3 clusters
  Score: Raw -630410.391858 + Penalty 2786.963856 = -627623.428002
  nChanged 264
		SP:Iteration 4Q (93835.850000 sec): 3 clusters
  Score: Raw -630580.263221 + Penalty 2786.963856 = -627793.299366
  nChanged 259
		SP:Iteration 5Q (93835.940000 sec): 3 clusters
  Score: Raw -630786.025351 + Penalty 2786.963856 = -627999.061495
  nChanged 268
		SP:Iteration 6F (93836.040000 sec): 3 clusters
  Score: Raw -631015.715466 + Penalty 2786.963856 = -628228.751610
  nChanged 286
		SP:Iteration 7F (93836.130000 sec): 3 clusters
  Score: Raw -631271.642104 + Penalty 2786.963856 = -628484.678248
  nChanged 240
		SP:Iteration 8Q (93836.230000 sec): 3 clusters
  Score: Raw -631482.669019 + Penalty 2786.963856 = -628695.705163
  nChanged 226
		SP:Iteration 9Q (93836.320000 sec): 3 clusters
  Score: Raw -631673.409874 + Penalty 2786.963856 = -628886.446018
  nChanged 211
		SP:Iteration 10Q (93836.410000 sec): 3 clusters
  Score: Raw -631850.603634 + Penalty 2786.963856 = -629063.639778
  nChanged 210
		SP:Iteration 11Q (93836.500000 sec): 3 clusters
  Score: Raw -632017.105291 + Penalty 2786.963856 = -629230.141435
  nChanged 172
		SP:Iteration 12Q (93836.590000 sec): 3 clusters
  Score: Raw -632143.347719 + Penalty 2786.963856 = -629356.383863
  nChanged 141
		SP:Iteration 13Q (93836.680000 sec): 3 clusters
  Score: Raw -632234.475423 + Penalty 2786.963856 = -629447.511567
  nChanged 115
		SP:Iteration 14Q (93836.770000 sec): 3 clusters
  Score: Raw -632299.001246 + Penalty 2786.963856 = -629512.037390
  nChanged 87
		SP:Iteration 15Q (93836.870000 sec): 3 clusters
  Score: Raw -632340.677283 + Penalty 2786.963856 = -629553.713428
  nChanged 68
		SP:Iteration 16Q (93836.950000 sec): 3 clusters
  Score: Raw -632376.829106 + Penalty 2786.963856 = -629589.865250
  nChanged 55
		SP:Iteration 17Q (93837.050000 sec): 3 clusters
  Score: Raw -632402.908739 + Penalty 2786.963856 = -629615.944883
  nChanged 49
		SP:Iteration 18Q (93837.140000 sec): 3 clusters
  Score: Raw -632419.837724 + Penalty 2786.963856 = -629632.873869
  nChanged 32
		SP:Iteration 19Q (93837.230000 sec): 3 clusters
  Score: Raw -632428.161324 + Penalty 2786.963856 = -629641.197468
  nChanged 18
		SP:Iteration 20F (93837.320000 sec): 3 clusters
  Score: Raw -632433.554608 + Penalty 2786.963856 = -629646.590752
  nChanged 13
		SP:Iteration 21Q (93837.410000 sec): 3 clusters
  Score: Raw -632436.693701 + Penalty 2786.963856 = -629649.729845
  nChanged 16
		SP:Iteration 22Q (93837.500000 sec): 3 clusters
  Score: Raw -632441.271944 + Penalty 2786.963856 = -629654.308088
  nChanged 17
		SP:Iteration 23Q (93837.590000 sec): 3 clusters
  Score: Raw -632446.727836 + Penalty 2786.963856 = -629659.763980
  nChanged 19
		SP:Iteration 24Q (93837.680000 sec): 3 clusters
  Score: Raw -632452.964072 + Penalty 2786.963856 = -629666.000217
  nChanged 26
		SP:Iteration 25Q (93837.770000 sec): 3 clusters
  Score: Raw -632462.920694 + Penalty 2786.963856 = -629675.956838
  nChanged 25
		SP:Iteration 26Q (93837.860000 sec): 3 clusters
  Score: Raw -632469.793895 + Penalty 2786.963856 = -629682.830039
  nChanged 16
		SP:Iteration 27Q (93837.950000 sec): 3 clusters
  Score: Raw -632474.418399 + Penalty 2786.963856 = -629687.454543
  nChanged 15
		SP:Iteration 28Q (93838.040000 sec): 3 clusters
  Score: Raw -632477.460341 + Penalty 2786.963856 = -629690.496485
  nChanged 5
		SP:Iteration 29Q (93838.130000 sec): 3 clusters
  Score: Raw -632478.342621 + Penalty 2786.963856 = -629691.378765
  nChanged 2
		SP:Iteration 30Q (93838.220000 sec): 3 clusters
  Score: Raw -632478.722350 + Penalty 2786.963856 = -629691.758495
  nChanged 0
		SP:Iteration 31F (93838.320000 sec): 3 clusters
  Score: Raw -632478.722350 + Penalty 2786.963856 = -629691.758495
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 105 (2521 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93838.380000 sec): 2 clusters
  Score: Raw -298092.099512 + Penalty 1272.766776 = -296819.332736
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93838.430000 sec): 3 clusters
  Score: Raw -296936.668143 + Penalty 2545.533551 = -294391.134592
  nChanged 935
		SP:Iteration 1F (93838.480000 sec): 3 clusters
  Score: Raw -297514.628281 + Penalty 2545.533551 = -294969.094730
  nChanged 187
		SP:Iteration 2F (93838.520000 sec): 3 clusters
  Score: Raw -297634.269380 + Penalty 2545.533551 = -295088.735829
  nChanged 128
		SP:Iteration 3F (93838.570000 sec): 3 clusters
  Score: Raw -297710.773355 + Penalty 2545.533551 = -295165.239803
  nChanged 91
		SP:Iteration 4Q (93838.610000 sec): 3 clusters
  Score: Raw -297764.262534 + Penalty 2545.533551 = -295218.728982
  nChanged 80
		SP:Iteration 5Q (93838.660000 sec): 3 clusters
  Score: Raw -297812.918813 + Penalty 2545.533551 = -295267.385262
  nChanged 72
		SP:Iteration 6Q (93838.710000 sec): 3 clusters
  Score: Raw -297854.479547 + Penalty 2545.533551 = -295308.945996
  nChanged 61
		SP:Iteration 7Q (93838.750000 sec): 3 clusters
  Score: Raw -297885.538793 + Penalty 2545.533551 = -295340.005242
  nChanged 53
		SP:Iteration 8Q (93838.800000 sec): 3 clusters
  Score: Raw -297913.751810 + Penalty 2545.533551 = -295368.218259
  nChanged 39
		SP:Iteration 9Q (93838.850000 sec): 3 clusters
  Score: Raw -297937.877383 + Penalty 2545.533551 = -295392.343832
  nChanged 42
		SP:Iteration 10Q (93838.890000 sec): 3 clusters
  Score: Raw -297959.032178 + Penalty 2545.533551 = -295413.498627
  nChanged 38
		SP:Iteration 11Q (93838.940000 sec): 3 clusters
  Score: Raw -297977.117995 + Penalty 2545.533551 = -295431.584444
  nChanged 41
		SP:Iteration 12Q (93838.980000 sec): 3 clusters
  Score: Raw -297998.534835 + Penalty 2545.533551 = -295453.001283
  nChanged 35
		SP:Iteration 13Q (93839.030000 sec): 3 clusters
  Score: Raw -298018.463077 + Penalty 2545.533551 = -295472.929525
  nChanged 31
		SP:Iteration 14Q (93839.070000 sec): 3 clusters
  Score: Raw -298041.029914 + Penalty 2545.533551 = -295495.496363
  nChanged 39
		SP:Iteration 15Q (93839.120000 sec): 3 clusters
  Score: Raw -298065.721174 + Penalty 2545.533551 = -295520.187623
  nChanged 44
		SP:Iteration 16Q (93839.170000 sec): 3 clusters
  Score: Raw -298096.267470 + Penalty 2545.533551 = -295550.733919
  nChanged 39
		SP:Iteration 17Q (93839.210000 sec): 3 clusters
  Score: Raw -298125.163256 + Penalty 2545.533551 = -295579.629704
  nChanged 38
		SP:Iteration 18Q (93839.260000 sec): 3 clusters
  Score: Raw -298156.767023 + Penalty 2545.533551 = -295611.233472
  nChanged 33
		SP:Iteration 19Q (93839.310000 sec): 3 clusters
  Score: Raw -298182.298778 + Penalty 2545.533551 = -295636.765227
  nChanged 35
		SP:Iteration 20F (93839.350000 sec): 3 clusters
  Score: Raw -298206.772315 + Penalty 2545.533551 = -295661.238763
  nChanged 29
		SP:Iteration 21Q (93839.400000 sec): 3 clusters
  Score: Raw -298232.217207 + Penalty 2545.533551 = -295686.683655
  nChanged 29
		SP:Iteration 22Q (93839.440000 sec): 3 clusters
  Score: Raw -298256.571551 + Penalty 2545.533551 = -295711.037999
  nChanged 28
		SP:Iteration 23Q (93839.490000 sec): 3 clusters
  Score: Raw -298276.945570 + Penalty 2545.533551 = -295731.412018
  nChanged 23
		SP:Iteration 24Q (93839.530000 sec): 3 clusters
  Score: Raw -298293.395551 + Penalty 2545.533551 = -295747.861999
  nChanged 25
		SP:Iteration 25Q (93839.580000 sec): 3 clusters
  Score: Raw -298308.978154 + Penalty 2545.533551 = -295763.444603
  nChanged 23
		SP:Iteration 26Q (93839.630000 sec): 3 clusters
  Score: Raw -298323.088353 + Penalty 2545.533551 = -295777.554802
  nChanged 17
		SP:Iteration 27Q (93839.670000 sec): 3 clusters
  Score: Raw -298341.190989 + Penalty 2545.533551 = -295795.657437
  nChanged 18
		SP:Iteration 28Q (93839.710000 sec): 3 clusters
  Score: Raw -298355.503825 + Penalty 2545.533551 = -295809.970273
  nChanged 15
		SP:Iteration 29Q (93839.760000 sec): 3 clusters
  Score: Raw -298365.421894 + Penalty 2545.533551 = -295819.888343
  nChanged 15
		SP:Iteration 30Q (93839.810000 sec): 3 clusters
  Score: Raw -298374.528612 + Penalty 2545.533551 = -295828.995060
  nChanged 15
		SP:Iteration 31Q (93839.850000 sec): 3 clusters
  Score: Raw -298383.687072 + Penalty 2545.533551 = -295838.153521
  nChanged 17
		SP:Iteration 32Q (93839.890000 sec): 3 clusters
  Score: Raw -298399.219026 + Penalty 2545.533551 = -295853.685475
  nChanged 25
		SP:Iteration 33Q (93839.940000 sec): 3 clusters
  Score: Raw -298427.334831 + Penalty 2545.533551 = -295881.801279
  nChanged 27
		SP:Iteration 34Q (93839.990000 sec): 3 clusters
  Score: Raw -298454.288619 + Penalty 2545.533551 = -295908.755068
  nChanged 25
		SP:Iteration 35Q (93840.030000 sec): 3 clusters
  Score: Raw -298478.070943 + Penalty 2545.533551 = -295932.537391
  nChanged 34
		SP:Iteration 36Q (93840.080000 sec): 3 clusters
  Score: Raw -298508.170843 + Penalty 2545.533551 = -295962.637291
  nChanged 23
		SP:Iteration 37Q (93840.120000 sec): 3 clusters
  Score: Raw -298533.748875 + Penalty 2545.533551 = -295988.215324
  nChanged 22
		SP:Iteration 38Q (93840.170000 sec): 3 clusters
  Score: Raw -298555.090555 + Penalty 2545.533551 = -296009.557003
  nChanged 21
		SP:Iteration 39Q (93840.210000 sec): 3 clusters
  Score: Raw -298571.288779 + Penalty 2545.533551 = -296025.755228
  nChanged 22
		SP:Iteration 40F (93840.260000 sec): 3 clusters
  Score: Raw -298594.016767 + Penalty 2545.533551 = -296048.483216
  nChanged 17
		SP:Iteration 41Q (93840.300000 sec): 3 clusters
  Score: Raw -298608.992146 + Penalty 2545.533551 = -296063.458595
  nChanged 15
		SP:Iteration 42Q (93840.350000 sec): 3 clusters
  Score: Raw -298618.969411 + Penalty 2545.533551 = -296073.435860
  nChanged 10
		SP:Iteration 43Q (93840.390000 sec): 3 clusters
  Score: Raw -298625.457986 + Penalty 2545.533551 = -296079.924435
  nChanged 8
		SP:Iteration 44Q (93840.440000 sec): 3 clusters
  Score: Raw -298631.531386 + Penalty 2545.533551 = -296085.997835
  nChanged 10
		SP:Iteration 45Q (93840.480000 sec): 3 clusters
  Score: Raw -298639.902841 + Penalty 2545.533551 = -296094.369290
  nChanged 10
		SP:Iteration 46Q (93840.530000 sec): 3 clusters
  Score: Raw -298648.283964 + Penalty 2545.533551 = -296102.750413
  nChanged 11
		SP:Iteration 47Q (93840.570000 sec): 3 clusters
  Score: Raw -298658.568660 + Penalty 2545.533551 = -296113.035109
  nChanged 10
		SP:Iteration 48Q (93840.610000 sec): 3 clusters
  Score: Raw -298669.029725 + Penalty 2545.533551 = -296123.496174
  nChanged 9
		SP:Iteration 49Q (93840.660000 sec): 3 clusters
  Score: Raw -298675.911392 + Penalty 2545.533551 = -296130.377841
  nChanged 6
		SP:Iteration 50Q (93840.700000 sec): 3 clusters
  Score: Raw -298678.945307 + Penalty 2545.533551 = -296133.411756
  nChanged 5
		SP:Iteration 51Q (93840.750000 sec): 3 clusters
  Score: Raw -298682.784000 + Penalty 2545.533551 = -296137.250449
  nChanged 5
		SP:Iteration 52Q (93840.790000 sec): 3 clusters
  Score: Raw -298685.816154 + Penalty 2545.533551 = -296140.282603
  nChanged 3
		SP:Iteration 53Q (93840.840000 sec): 3 clusters
  Score: Raw -298686.571661 + Penalty 2545.533551 = -296141.038109
  nChanged 2
		SP:Iteration 54Q (93840.880000 sec): 3 clusters
  Score: Raw -298687.428448 + Penalty 2545.533551 = -296141.894897
  nChanged 1
		SP:Iteration 55Q (93840.930000 sec): 3 clusters
  Score: Raw -298688.670968 + Penalty 2545.533551 = -296143.137417
  nChanged 0
		SP:Iteration 56F (93840.970000 sec): 3 clusters
  Score: Raw -298688.670968 + Penalty 2545.533551 = -296143.137417
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 106 (1876 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93841.030000 sec): 2 clusters
  Score: Raw -216479.819203 + Penalty 1224.745784 = -215255.073420
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93841.070000 sec): 3 clusters
  Score: Raw -215722.418253 + Penalty 2449.491567 = -213272.926686
  nChanged 644
		SP:Iteration 1F (93841.110000 sec): 3 clusters
  Score: Raw -216184.696749 + Penalty 2449.491567 = -213735.205182
  nChanged 163
		SP:Iteration 2F (93841.140000 sec): 3 clusters
  Score: Raw -216313.791893 + Penalty 2449.491567 = -213864.300326
  nChanged 101
		SP:Iteration 3F (93841.170000 sec): 3 clusters
  Score: Raw -216390.377646 + Penalty 2449.491567 = -213940.886079
  nChanged 68
		SP:Iteration 4Q (93841.210000 sec): 3 clusters
  Score: Raw -216432.889289 + Penalty 2449.491567 = -213983.397722
  nChanged 38
		SP:Iteration 5Q (93841.250000 sec): 3 clusters
  Score: Raw -216458.781017 + Penalty 2449.491567 = -214009.289450
  nChanged 41
		SP:Iteration 6Q (93841.280000 sec): 3 clusters
  Score: Raw -216483.506066 + Penalty 2449.491567 = -214034.014499
  nChanged 33
		SP:Iteration 7Q (93841.310000 sec): 3 clusters
  Score: Raw -216506.336904 + Penalty 2449.491567 = -214056.845336
  nChanged 32
		SP:Iteration 8Q (93841.350000 sec): 3 clusters
  Score: Raw -216530.187137 + Penalty 2449.491567 = -214080.695570
  nChanged 27
		SP:Iteration 9Q (93841.390000 sec): 3 clusters
  Score: Raw -216544.826613 + Penalty 2449.491567 = -214095.335045
  nChanged 23
		SP:Iteration 10Q (93841.420000 sec): 3 clusters
  Score: Raw -216558.322619 + Penalty 2449.491567 = -214108.831052
  nChanged 21
		SP:Iteration 11Q (93841.450000 sec): 3 clusters
  Score: Raw -216576.186226 + Penalty 2449.491567 = -214126.694659
  nChanged 27
		SP:Iteration 12Q (93841.490000 sec): 3 clusters
  Score: Raw -216596.647747 + Penalty 2449.491567 = -214147.156180
  nChanged 26
		SP:Iteration 13Q (93841.520000 sec): 3 clusters
  Score: Raw -216619.289075 + Penalty 2449.491567 = -214169.797508
  nChanged 27
		SP:Iteration 14Q (93841.560000 sec): 3 clusters
  Score: Raw -216636.992956 + Penalty 2449.491567 = -214187.501389
  nChanged 19
		SP:Iteration 15Q (93841.590000 sec): 3 clusters
  Score: Raw -216654.362389 + Penalty 2449.491567 = -214204.870822
  nChanged 30
		SP:Iteration 16Q (93841.630000 sec): 3 clusters
  Score: Raw -216682.738269 + Penalty 2449.491567 = -214233.246702
  nChanged 25
		SP:Iteration 17Q (93841.660000 sec): 3 clusters
  Score: Raw -216701.693655 + Penalty 2449.491567 = -214252.202088
  nChanged 29
		SP:Iteration 18Q (93841.690000 sec): 3 clusters
  Score: Raw -216726.607196 + Penalty 2449.491567 = -214277.115629
  nChanged 29
		SP:Iteration 19Q (93841.730000 sec): 3 clusters
  Score: Raw -216751.063899 + Penalty 2449.491567 = -214301.572332
  nChanged 25
		SP:Iteration 20F (93841.770000 sec): 3 clusters
  Score: Raw -216778.528984 + Penalty 2449.491567 = -214329.037417
  nChanged 27
		SP:Iteration 21Q (93841.800000 sec): 3 clusters
  Score: Raw -216803.048441 + Penalty 2449.491567 = -214353.556874
  nChanged 25
		SP:Iteration 22Q (93841.830000 sec): 3 clusters
  Score: Raw -216822.882005 + Penalty 2449.491567 = -214373.390437
  nChanged 16
		SP:Iteration 23Q (93841.870000 sec): 3 clusters
  Score: Raw -216835.670318 + Penalty 2449.491567 = -214386.178751
  nChanged 17
		SP:Iteration 24Q (93841.900000 sec): 3 clusters
  Score: Raw -216847.580010 + Penalty 2449.491567 = -214398.088442
  nChanged 19
		SP:Iteration 25Q (93841.940000 sec): 3 clusters
  Score: Raw -216862.191106 + Penalty 2449.491567 = -214412.699539
  nChanged 21
		SP:Iteration 26Q (93841.970000 sec): 3 clusters
  Score: Raw -216879.501884 + Penalty 2449.491567 = -214430.010317
  nChanged 25
		SP:Iteration 27Q (93842.010000 sec): 3 clusters
  Score: Raw -216900.600014 + Penalty 2449.491567 = -214451.108447
  nChanged 25
		SP:Iteration 28Q (93842.040000 sec): 3 clusters
  Score: Raw -216925.009041 + Penalty 2449.491567 = -214475.517474
  nChanged 26
		SP:Iteration 29Q (93842.070000 sec): 3 clusters
  Score: Raw -216956.942482 + Penalty 2449.491567 = -214507.450915
  nChanged 36
		SP:Iteration 30Q (93842.110000 sec): 3 clusters
  Score: Raw -217009.007903 + Penalty 2449.491567 = -214559.516336
  nChanged 33
		SP:Iteration 31Q (93842.140000 sec): 3 clusters
  Score: Raw -217059.163537 + Penalty 2449.491567 = -214609.671970
  nChanged 35
		SP:Iteration 32Q (93842.170000 sec): 3 clusters
  Score: Raw -217110.921191 + Penalty 2449.491567 = -214661.429624
  nChanged 29
		SP:Iteration 33Q (93842.210000 sec): 3 clusters
  Score: Raw -217139.204744 + Penalty 2449.491567 = -214689.713176
  nChanged 25
		SP:Iteration 34Q (93842.240000 sec): 3 clusters
  Score: Raw -217161.862647 + Penalty 2449.491567 = -214712.371080
  nChanged 22
		SP:Iteration 35Q (93842.270000 sec): 3 clusters
  Score: Raw -217181.279726 + Penalty 2449.491567 = -214731.788159
  nChanged 21
		SP:Iteration 36Q (93842.310000 sec): 3 clusters
  Score: Raw -217201.570652 + Penalty 2449.491567 = -214752.079085
  nChanged 11
		SP:Iteration 37Q (93842.340000 sec): 3 clusters
  Score: Raw -217215.503827 + Penalty 2449.491567 = -214766.012260
  nChanged 18
		SP:Iteration 38Q (93842.370000 sec): 3 clusters
  Score: Raw -217237.915591 + Penalty 2449.491567 = -214788.424024
  nChanged 14
		SP:Iteration 39Q (93842.410000 sec): 3 clusters
  Score: Raw -217250.141122 + Penalty 2449.491567 = -214800.649555
  nChanged 7
		SP:Iteration 40F (93842.440000 sec): 3 clusters
  Score: Raw -217255.516859 + Penalty 2449.491567 = -214806.025292
  nChanged 8
		SP:Iteration 41Q (93842.470000 sec): 3 clusters
  Score: Raw -217262.411707 + Penalty 2449.491567 = -214812.920140
  nChanged 7
		SP:Iteration 42Q (93842.510000 sec): 3 clusters
  Score: Raw -217267.978215 + Penalty 2449.491567 = -214818.486648
  nChanged 5
		SP:Iteration 43Q (93842.540000 sec): 3 clusters
  Score: Raw -217273.397399 + Penalty 2449.491567 = -214823.905832
  nChanged 5
		SP:Iteration 44Q (93842.570000 sec): 3 clusters
  Score: Raw -217280.162352 + Penalty 2449.491567 = -214830.670785
  nChanged 4
		SP:Iteration 45Q (93842.610000 sec): 3 clusters
  Score: Raw -217284.281500 + Penalty 2449.491567 = -214834.789933
  nChanged 4
		SP:Iteration 46Q (93842.640000 sec): 3 clusters
  Score: Raw -217286.011768 + Penalty 2449.491567 = -214836.520201
  nChanged 4
		SP:Iteration 47Q (93842.670000 sec): 3 clusters
  Score: Raw -217289.044029 + Penalty 2449.491567 = -214839.552462
  nChanged 4
		SP:Iteration 48Q (93842.710000 sec): 3 clusters
  Score: Raw -217293.616689 + Penalty 2449.491567 = -214844.125122
  nChanged 7
		SP:Iteration 49Q (93842.740000 sec): 3 clusters
  Score: Raw -217300.264003 + Penalty 2449.491567 = -214850.772436
  nChanged 4
		SP:Iteration 50Q (93842.770000 sec): 3 clusters
  Score: Raw -217303.285618 + Penalty 2449.491567 = -214853.794051
  nChanged 3
		SP:Iteration 51Q (93842.810000 sec): 3 clusters
  Score: Raw -217305.178060 + Penalty 2449.491567 = -214855.686493
  nChanged 1
		SP:Iteration 52Q (93842.840000 sec): 3 clusters
  Score: Raw -217307.307897 + Penalty 2449.491567 = -214857.816329
  nChanged 1
		SP:Iteration 53Q (93842.870000 sec): 3 clusters
  Score: Raw -217309.194462 + Penalty 2449.491567 = -214859.702895
  nChanged 2
		SP:Iteration 54Q (93842.910000 sec): 3 clusters
  Score: Raw -217311.320889 + Penalty 2449.491567 = -214861.829322
  nChanged 2
		SP:Iteration 55Q (93842.940000 sec): 3 clusters
  Score: Raw -217313.883173 + Penalty 2449.491567 = -214864.391606
  nChanged 3
		SP:Iteration 56Q (93842.970000 sec): 3 clusters
  Score: Raw -217315.147185 + Penalty 2449.491567 = -214865.655618
  nChanged 3
		SP:Iteration 57Q (93843.010000 sec): 3 clusters
  Score: Raw -217316.667533 + Penalty 2449.491567 = -214867.175966
  nChanged 3
		SP:Iteration 58Q (93843.040000 sec): 3 clusters
  Score: Raw -217319.409680 + Penalty 2449.491567 = -214869.918113
  nChanged 2
		SP:Iteration 59Q (93843.070000 sec): 3 clusters
  Score: Raw -217320.943587 + Penalty 2449.491567 = -214871.452020
  nChanged 2
		SP:Iteration 60F (93843.110000 sec): 3 clusters
  Score: Raw -217322.804938 + Penalty 2449.491567 = -214873.313371
  nChanged 2
		SP:Iteration 61Q (93843.140000 sec): 3 clusters
  Score: Raw -217324.688349 + Penalty 2449.491567 = -214875.196782
  nChanged 2
		SP:Iteration 62Q (93843.170000 sec): 3 clusters
  Score: Raw -217326.257346 + Penalty 2449.491567 = -214876.765779
  nChanged 1
		SP:Iteration 63Q (93843.210000 sec): 3 clusters
  Score: Raw -217326.708523 + Penalty 2449.491567 = -214877.216956
  nChanged 0
		SP:Iteration 64F (93843.240000 sec): 3 clusters
  Score: Raw -217326.708523 + Penalty 2449.491567 = -214877.216956
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 107 (5360 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93843.330000 sec): 2 clusters
  Score: Raw -661398.906382 + Penalty 1395.341879 = -660003.564503
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93843.430000 sec): 3 clusters
  Score: Raw -658673.467220 + Penalty 2790.683758 = -655882.783463
  nChanged 2181
		SP:Iteration 1F (93843.530000 sec): 3 clusters
  Score: Raw -660021.563378 + Penalty 2790.683758 = -657230.879620
  nChanged 466
		SP:Iteration 2F (93843.620000 sec): 3 clusters
  Score: Raw -660448.422448 + Penalty 2790.683758 = -657657.738691
  nChanged 473
		SP:Iteration 3F (93843.710000 sec): 3 clusters
  Score: Raw -660871.598529 + Penalty 2790.683758 = -658080.914772
  nChanged 380
		SP:Iteration 4F (93843.810000 sec): 3 clusters
  Score: Raw -661165.702051 + Penalty 2790.683758 = -658375.018293
  nChanged 267
		SP:Iteration 5Q (93843.900000 sec): 3 clusters
  Score: Raw -661350.987999 + Penalty 2790.683758 = -658560.304242
  nChanged 203
		SP:Iteration 6Q (93843.990000 sec): 3 clusters
  Score: Raw -661454.392524 + Penalty 2790.683758 = -658663.708766
  nChanged 146
		SP:Iteration 7Q (93844.080000 sec): 3 clusters
  Score: Raw -661524.161576 + Penalty 2790.683758 = -658733.477819
  nChanged 122
		SP:Iteration 8Q (93844.170000 sec): 3 clusters
  Score: Raw -661577.223510 + Penalty 2790.683758 = -658786.539752
  nChanged 93
		SP:Iteration 9Q (93844.270000 sec): 3 clusters
  Score: Raw -661610.726277 + Penalty 2790.683758 = -658820.042520
  nChanged 69
		SP:Iteration 10Q (93844.360000 sec): 3 clusters
  Score: Raw -661635.111769 + Penalty 2790.683758 = -658844.428011
  nChanged 59
		SP:Iteration 11Q (93844.450000 sec): 3 clusters
  Score: Raw -661653.465084 + Penalty 2790.683758 = -658862.781327
  nChanged 44
		SP:Iteration 12Q (93844.540000 sec): 3 clusters
  Score: Raw -661663.847887 + Penalty 2790.683758 = -658873.164129
  nChanged 24
		SP:Iteration 13Q (93844.630000 sec): 3 clusters
  Score: Raw -661669.187897 + Penalty 2790.683758 = -658878.504140
  nChanged 28
		SP:Iteration 14Q (93844.730000 sec): 3 clusters
  Score: Raw -661676.636770 + Penalty 2790.683758 = -658885.953013
  nChanged 28
		SP:Iteration 15Q (93844.820000 sec): 3 clusters
  Score: Raw -661683.694637 + Penalty 2790.683758 = -658893.010880
  nChanged 28
		SP:Iteration 16Q (93844.910000 sec): 3 clusters
  Score: Raw -661692.708765 + Penalty 2790.683758 = -658902.025008
  nChanged 36
		SP:Iteration 17Q (93845.000000 sec): 3 clusters
  Score: Raw -661705.125982 + Penalty 2790.683758 = -658914.442224
  nChanged 33
		SP:Iteration 18Q (93845.090000 sec): 3 clusters
  Score: Raw -661717.697006 + Penalty 2790.683758 = -658927.013248
  nChanged 34
		SP:Iteration 19Q (93845.180000 sec): 3 clusters
  Score: Raw -661729.830835 + Penalty 2790.683758 = -658939.147077
  nChanged 35
		SP:Iteration 20F (93845.270000 sec): 3 clusters
  Score: Raw -661740.821134 + Penalty 2790.683758 = -658950.137376
  nChanged 27
		SP:Iteration 21Q (93845.370000 sec): 3 clusters
  Score: Raw -661748.086004 + Penalty 2790.683758 = -658957.402246
  nChanged 26
		SP:Iteration 22Q (93845.460000 sec): 3 clusters
  Score: Raw -661754.800383 + Penalty 2790.683758 = -658964.116626
  nChanged 23
		SP:Iteration 23Q (93845.550000 sec): 3 clusters
  Score: Raw -661759.948018 + Penalty 2790.683758 = -658969.264261
  nChanged 18
		SP:Iteration 24Q (93845.640000 sec): 3 clusters
  Score: Raw -661764.114631 + Penalty 2790.683758 = -658973.430874
  nChanged 19
		SP:Iteration 25Q (93845.730000 sec): 3 clusters
  Score: Raw -661768.121695 + Penalty 2790.683758 = -658977.437938
  nChanged 16
		SP:Iteration 26Q (93845.820000 sec): 3 clusters
  Score: Raw -661770.960575 + Penalty 2790.683758 = -658980.276817
  nChanged 8
		SP:Iteration 27Q (93845.910000 sec): 3 clusters
  Score: Raw -661773.090106 + Penalty 2790.683758 = -658982.406348
  nChanged 9
		SP:Iteration 28Q (93846.010000 sec): 3 clusters
  Score: Raw -661774.618600 + Penalty 2790.683758 = -658983.934842
  nChanged 7
		SP:Iteration 29Q (93846.100000 sec): 3 clusters
  Score: Raw -661775.791843 + Penalty 2790.683758 = -658985.108085
  nChanged 6
		SP:Iteration 30Q (93846.190000 sec): 3 clusters
  Score: Raw -661776.873461 + Penalty 2790.683758 = -658986.189704
  nChanged 4
		SP:Iteration 31Q (93846.280000 sec): 3 clusters
  Score: Raw -661777.431092 + Penalty 2790.683758 = -658986.747335
  nChanged 5
		SP:Iteration 32Q (93846.370000 sec): 3 clusters
  Score: Raw -661778.419270 + Penalty 2790.683758 = -658987.735513
  nChanged 8
		SP:Iteration 33Q (93846.460000 sec): 3 clusters
  Score: Raw -661780.089522 + Penalty 2790.683758 = -658989.405764
  nChanged 9
		SP:Iteration 34Q (93846.560000 sec): 3 clusters
  Score: Raw -661781.747076 + Penalty 2790.683758 = -658991.063318
  nChanged 8
		SP:Iteration 35Q (93846.650000 sec): 3 clusters
  Score: Raw -661782.888732 + Penalty 2790.683758 = -658992.204974
  nChanged 5
		SP:Iteration 36Q (93846.740000 sec): 3 clusters
  Score: Raw -661783.780061 + Penalty 2790.683758 = -658993.096303
  nChanged 4
		SP:Iteration 37Q (93846.830000 sec): 3 clusters
  Score: Raw -661784.521720 + Penalty 2790.683758 = -658993.837962
  nChanged 3
		SP:Iteration 38Q (93846.920000 sec): 3 clusters
  Score: Raw -661784.856746 + Penalty 2790.683758 = -658994.172988
  nChanged 3
		SP:Iteration 39Q (93847.010000 sec): 3 clusters
  Score: Raw -661785.312719 + Penalty 2790.683758 = -658994.628962
  nChanged 2
		SP:Iteration 40F (93847.100000 sec): 3 clusters
  Score: Raw -661785.549265 + Penalty 2790.683758 = -658994.865508
  nChanged 5
		SP:Iteration 41Q (93847.200000 sec): 3 clusters
  Score: Raw -661786.344845 + Penalty 2790.683758 = -658995.661087
  nChanged 3
		SP:Iteration 42Q (93847.290000 sec): 3 clusters
  Score: Raw -661787.067091 + Penalty 2790.683758 = -658996.383334
  nChanged 4
		SP:Iteration 43Q (93847.380000 sec): 3 clusters
  Score: Raw -661788.217875 + Penalty 2790.683758 = -658997.534117
  nChanged 5
		SP:Iteration 44Q (93847.470000 sec): 3 clusters
  Score: Raw -661789.314268 + Penalty 2790.683758 = -658998.630510
  nChanged 9
		SP:Iteration 45Q (93847.560000 sec): 3 clusters
  Score: Raw -661791.788710 + Penalty 2790.683758 = -659001.104952
  nChanged 13
		SP:Iteration 46Q (93847.650000 sec): 3 clusters
  Score: Raw -661795.715552 + Penalty 2790.683758 = -659005.031795
  nChanged 16
		SP:Iteration 47Q (93847.740000 sec): 3 clusters
  Score: Raw -661799.362353 + Penalty 2790.683758 = -659008.678596
  nChanged 21
		SP:Iteration 48Q (93847.840000 sec): 3 clusters
  Score: Raw -661804.143072 + Penalty 2790.683758 = -659013.459314
  nChanged 21
		SP:Iteration 49Q (93847.930000 sec): 3 clusters
  Score: Raw -661808.793117 + Penalty 2790.683758 = -659018.109359
  nChanged 21
		SP:Iteration 50Q (93848.020000 sec): 3 clusters
  Score: Raw -661813.685456 + Penalty 2790.683758 = -659023.001699
  nChanged 18
		SP:Iteration 51Q (93848.110000 sec): 3 clusters
  Score: Raw -661818.678182 + Penalty 2790.683758 = -659027.994424
  nChanged 19
		SP:Iteration 52Q (93848.210000 sec): 3 clusters
  Score: Raw -661823.347077 + Penalty 2790.683758 = -659032.663319
  nChanged 20
		SP:Iteration 53Q (93848.290000 sec): 3 clusters
  Score: Raw -661827.573816 + Penalty 2790.683758 = -659036.890059
  nChanged 15
		SP:Iteration 54Q (93848.390000 sec): 3 clusters
  Score: Raw -661830.297402 + Penalty 2790.683758 = -659039.613644
  nChanged 16
		SP:Iteration 55Q (93848.480000 sec): 3 clusters
  Score: Raw -661834.219656 + Penalty 2790.683758 = -659043.535899
  nChanged 17
		SP:Iteration 56Q (93848.570000 sec): 3 clusters
  Score: Raw -661837.910304 + Penalty 2790.683758 = -659047.226546
  nChanged 17
		SP:Iteration 57Q (93848.660000 sec): 3 clusters
  Score: Raw -661841.131899 + Penalty 2790.683758 = -659050.448142
  nChanged 13
		SP:Iteration 58Q (93848.750000 sec): 3 clusters
  Score: Raw -661844.172119 + Penalty 2790.683758 = -659053.488362
  nChanged 18
		SP:Iteration 59Q (93848.840000 sec): 3 clusters
  Score: Raw -661847.846784 + Penalty 2790.683758 = -659057.163027
  nChanged 16
		SP:Iteration 60F (93848.930000 sec): 3 clusters
  Score: Raw -661851.435241 + Penalty 2790.683758 = -659060.751484
  nChanged 23
		SP:Iteration 61Q (93849.020000 sec): 3 clusters
  Score: Raw -661856.898982 + Penalty 2790.683758 = -659066.215224
  nChanged 24
		SP:Iteration 62Q (93849.110000 sec): 3 clusters
  Score: Raw -661863.353368 + Penalty 2790.683758 = -659072.669610
  nChanged 20
		SP:Iteration 63Q (93849.200000 sec): 3 clusters
  Score: Raw -661867.605956 + Penalty 2790.683758 = -659076.922199
  nChanged 17
		SP:Iteration 64Q (93849.290000 sec): 3 clusters
  Score: Raw -661870.811152 + Penalty 2790.683758 = -659080.127394
  nChanged 11
		SP:Iteration 65Q (93849.390000 sec): 3 clusters
  Score: Raw -661874.199875 + Penalty 2790.683758 = -659083.516117
  nChanged 15
		SP:Iteration 66Q (93849.470000 sec): 3 clusters
  Score: Raw -661878.047088 + Penalty 2790.683758 = -659087.363331
  nChanged 20
		SP:Iteration 67Q (93849.570000 sec): 3 clusters
  Score: Raw -661882.760445 + Penalty 2790.683758 = -659092.076687
  nChanged 14
		SP:Iteration 68Q (93849.660000 sec): 3 clusters
  Score: Raw -661886.350373 + Penalty 2790.683758 = -659095.666616
  nChanged 19
		SP:Iteration 69Q (93849.750000 sec): 3 clusters
  Score: Raw -661891.977577 + Penalty 2790.683758 = -659101.293820
  nChanged 24
		SP:Iteration 70Q (93849.840000 sec): 3 clusters
  Score: Raw -661898.055185 + Penalty 2790.683758 = -659107.371428
  nChanged 24
		SP:Iteration 71Q (93849.930000 sec): 3 clusters
  Score: Raw -661904.576638 + Penalty 2790.683758 = -659113.892880
  nChanged 27
		SP:Iteration 72Q (93850.020000 sec): 3 clusters
  Score: Raw -661912.029569 + Penalty 2790.683758 = -659121.345811
  nChanged 20
		SP:Iteration 73Q (93850.110000 sec): 3 clusters
  Score: Raw -661917.590773 + Penalty 2790.683758 = -659126.907015
  nChanged 21
		SP:Iteration 74Q (93850.200000 sec): 3 clusters
  Score: Raw -661922.883115 + Penalty 2790.683758 = -659132.199357
  nChanged 18
		SP:Iteration 75Q (93850.290000 sec): 3 clusters
  Score: Raw -661928.680330 + Penalty 2790.683758 = -659137.996572
  nChanged 20
		SP:Iteration 76Q (93850.380000 sec): 3 clusters
  Score: Raw -661933.677465 + Penalty 2790.683758 = -659142.993708
  nChanged 14
		SP:Iteration 77Q (93850.470000 sec): 3 clusters
  Score: Raw -661937.181581 + Penalty 2790.683758 = -659146.497823
  nChanged 15
		SP:Iteration 78Q (93850.560000 sec): 3 clusters
  Score: Raw -661941.695425 + Penalty 2790.683758 = -659151.011668
  nChanged 19
		SP:Iteration 79Q (93850.650000 sec): 3 clusters
  Score: Raw -661945.963794 + Penalty 2790.683758 = -659155.280037
  nChanged 15
		SP:Iteration 80F (93850.740000 sec): 3 clusters
  Score: Raw -661949.573089 + Penalty 2790.683758 = -659158.889331
  nChanged 10
		SP:Iteration 81Q (93850.830000 sec): 3 clusters
  Score: Raw -661951.685423 + Penalty 2790.683758 = -659161.001665
  nChanged 15
		SP:Iteration 82Q (93850.930000 sec): 3 clusters
  Score: Raw -661954.679983 + Penalty 2790.683758 = -659163.996225
  nChanged 12
		SP:Iteration 83Q (93851.010000 sec): 3 clusters
  Score: Raw -661957.062024 + Penalty 2790.683758 = -659166.378267
  nChanged 11
		SP:Iteration 84Q (93851.100000 sec): 3 clusters
  Score: Raw -661959.627686 + Penalty 2790.683758 = -659168.943928
  nChanged 10
		SP:Iteration 85Q (93851.190000 sec): 3 clusters
  Score: Raw -661962.085643 + Penalty 2790.683758 = -659171.401886
  nChanged 12
		SP:Iteration 86Q (93851.280000 sec): 3 clusters
  Score: Raw -661964.548708 + Penalty 2790.683758 = -659173.864950
  nChanged 7
		SP:Iteration 87Q (93851.370000 sec): 3 clusters
  Score: Raw -661965.894892 + Penalty 2790.683758 = -659175.211135
  nChanged 6
		SP:Iteration 88Q (93851.460000 sec): 3 clusters
  Score: Raw -661967.523330 + Penalty 2790.683758 = -659176.839573
  nChanged 4
		SP:Iteration 89Q (93851.550000 sec): 3 clusters
  Score: Raw -661968.327664 + Penalty 2790.683758 = -659177.643906
  nChanged 3
		SP:Iteration 90Q (93851.640000 sec): 3 clusters
  Score: Raw -661969.018952 + Penalty 2790.683758 = -659178.335194
  nChanged 7
		SP:Iteration 91Q (93851.730000 sec): 3 clusters
  Score: Raw -661971.349948 + Penalty 2790.683758 = -659180.666190
  nChanged 6
		SP:Iteration 92Q (93851.820000 sec): 3 clusters
  Score: Raw -661973.022723 + Penalty 2790.683758 = -659182.338965
  nChanged 8
		SP:Iteration 93Q (93851.910000 sec): 3 clusters
  Score: Raw -661975.269154 + Penalty 2790.683758 = -659184.585396
  nChanged 9
		SP:Iteration 94Q (93852.000000 sec): 3 clusters
  Score: Raw -661977.271202 + Penalty 2790.683758 = -659186.587445
  nChanged 11
		SP:Iteration 95Q (93852.090000 sec): 3 clusters
  Score: Raw -661979.672287 + Penalty 2790.683758 = -659188.988529
  nChanged 10
		SP:Iteration 96Q (93852.180000 sec): 3 clusters
  Score: Raw -661981.977724 + Penalty 2790.683758 = -659191.293966
  nChanged 13
		SP:Iteration 97Q (93852.270000 sec): 3 clusters
  Score: Raw -661985.386189 + Penalty 2790.683758 = -659194.702432
  nChanged 19
		SP:Iteration 98Q (93852.360000 sec): 3 clusters
  Score: Raw -661989.562164 + Penalty 2790.683758 = -659198.878407
  nChanged 13
		SP:Iteration 99Q (93852.450000 sec): 3 clusters
  Score: Raw -661992.469606 + Penalty 2790.683758 = -659201.785848
  nChanged 9
		SP:Iteration 100F (93852.540000 sec): 3 clusters
  Score: Raw -661994.369215 + Penalty 2790.683758 = -659203.685458
  nChanged 8
		SP:Iteration 101Q (93852.630000 sec): 3 clusters
  Score: Raw -661996.302494 + Penalty 2790.683758 = -659205.618736
  nChanged 10
		SP:Iteration 102Q (93852.720000 sec): 3 clusters
  Score: Raw -661998.709204 + Penalty 2790.683758 = -659208.025446
  nChanged 8
		SP:Iteration 103Q (93852.810000 sec): 3 clusters
  Score: Raw -662000.513302 + Penalty 2790.683758 = -659209.829544
  nChanged 10
		SP:Iteration 104Q (93852.900000 sec): 3 clusters
  Score: Raw -662003.063142 + Penalty 2790.683758 = -659212.379385
  nChanged 10
		SP:Iteration 105Q (93852.990000 sec): 3 clusters
  Score: Raw -662005.014946 + Penalty 2790.683758 = -659214.331189
  nChanged 5
		SP:Iteration 106Q (93853.080000 sec): 3 clusters
  Score: Raw -662005.805242 + Penalty 2790.683758 = -659215.121484
  nChanged 4
		SP:Iteration 107Q (93853.170000 sec): 3 clusters
  Score: Raw -662006.512513 + Penalty 2790.683758 = -659215.828755
  nChanged 3
		SP:Iteration 108Q (93853.260000 sec): 3 clusters
  Score: Raw -662007.182329 + Penalty 2790.683758 = -659216.498572
  nChanged 2
		SP:Iteration 109Q (93853.350000 sec): 3 clusters
  Score: Raw -662007.644298 + Penalty 2790.683758 = -659216.960540
  nChanged 2
		SP:Iteration 110Q (93853.440000 sec): 3 clusters
  Score: Raw -662007.979252 + Penalty 2790.683758 = -659217.295494
  nChanged 1
		SP:Iteration 111Q (93853.530000 sec): 3 clusters
  Score: Raw -662008.239342 + Penalty 2790.683758 = -659217.555584
  nChanged 2
		SP:Iteration 112Q (93853.620000 sec): 3 clusters
  Score: Raw -662008.530049 + Penalty 2790.683758 = -659217.846292
  nChanged 1
		SP:Iteration 113Q (93853.710000 sec): 3 clusters
  Score: Raw -662008.814609 + Penalty 2790.683758 = -659218.130852
  nChanged 2
		SP:Iteration 114Q (93853.800000 sec): 3 clusters
  Score: Raw -662009.168290 + Penalty 2790.683758 = -659218.484533
  nChanged 3
		SP:Iteration 115Q (93853.890000 sec): 3 clusters
  Score: Raw -662009.577704 + Penalty 2790.683758 = -659218.893946
  nChanged 2
		SP:Iteration 116Q (93853.980000 sec): 3 clusters
  Score: Raw -662010.232215 + Penalty 2790.683758 = -659219.548457
  nChanged 3
		SP:Iteration 117Q (93854.070000 sec): 3 clusters
  Score: Raw -662010.920521 + Penalty 2790.683758 = -659220.236763
  nChanged 2
		SP:Iteration 118Q (93854.160000 sec): 3 clusters
  Score: Raw -662011.277169 + Penalty 2790.683758 = -659220.593411
  nChanged 1
		SP:Iteration 119Q (93854.250000 sec): 3 clusters
  Score: Raw -662011.497085 + Penalty 2790.683758 = -659220.813327
  nChanged 2
		SP:Iteration 120F (93854.340000 sec): 3 clusters
  Score: Raw -662012.127247 + Penalty 2790.683758 = -659221.443489
  nChanged 4
		SP:Iteration 121Q (93854.430000 sec): 3 clusters
  Score: Raw -662012.753684 + Penalty 2790.683758 = -659222.069926
  nChanged 2
		SP:Iteration 122Q (93854.520000 sec): 3 clusters
  Score: Raw -662013.084301 + Penalty 2790.683758 = -659222.400543
  nChanged 2
		SP:Iteration 123Q (93854.610000 sec): 3 clusters
  Score: Raw -662013.430385 + Penalty 2790.683758 = -659222.746627
  nChanged 1
		SP:Iteration 124Q (93854.700000 sec): 3 clusters
  Score: Raw -662013.666839 + Penalty 2790.683758 = -659222.983081
  nChanged 1
		SP:Iteration 125Q (93854.790000 sec): 3 clusters
  Score: Raw -662013.813858 + Penalty 2790.683758 = -659223.130101
  nChanged 0
		SP:Iteration 126F (93854.880000 sec): 3 clusters
  Score: Raw -662013.813858 + Penalty 2790.683758 = -659223.130101
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 108 (793 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93854.930000 sec): 2 clusters
  Score: Raw -79750.058234 + Penalty 1084.821274 = -78665.236960
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93854.950000 sec): 3 clusters
  Score: Raw -79555.759695 + Penalty 2169.642547 = -77386.117148
  nChanged 215
		SP:Iteration 1F (93854.970000 sec): 3 clusters
  Score: Raw -79820.465808 + Penalty 2169.642547 = -77650.823261
  nChanged 62
		SP:Iteration 2F (93854.980000 sec): 3 clusters
  Score: Raw -79928.019619 + Penalty 2169.642547 = -77758.377072
  nChanged 37
		SP:Iteration 3Q (93855.000000 sec): 3 clusters
  Score: Raw -79991.591862 + Penalty 2169.642547 = -77821.949315
  nChanged 33
		SP:Iteration 4Q (93855.010000 sec): 3 clusters
  Score: Raw -80041.965393 + Penalty 2169.642547 = -77872.322846
  nChanged 26
		SP:Iteration 5Q (93855.030000 sec): 3 clusters
  Score: Raw -80093.824322 + Penalty 2169.642547 = -77924.181775
  nChanged 32
		SP:Iteration 6Q (93855.050000 sec): 3 clusters
  Score: Raw -80147.302999 + Penalty 2169.642547 = -77977.660452
  nChanged 28
		SP:Iteration 7Q (93855.060000 sec): 3 clusters
  Score: Raw -80207.152897 + Penalty 2169.642547 = -78037.510350
  nChanged 22
		SP:Iteration 8Q (93855.070000 sec): 3 clusters
  Score: Raw -80238.807699 + Penalty 2169.642547 = -78069.165152
  nChanged 15
		SP:Iteration 9Q (93855.090000 sec): 3 clusters
  Score: Raw -80272.052421 + Penalty 2169.642547 = -78102.409874
  nChanged 13
		SP:Iteration 10Q (93855.110000 sec): 3 clusters
  Score: Raw -80291.038409 + Penalty 2169.642547 = -78121.395862
  nChanged 7
		SP:Iteration 11Q (93855.120000 sec): 3 clusters
  Score: Raw -80303.731541 + Penalty 2169.642547 = -78134.088994
  nChanged 5
		SP:Iteration 12Q (93855.130000 sec): 3 clusters
  Score: Raw -80314.365922 + Penalty 2169.642547 = -78144.723375
  nChanged 4
		SP:Iteration 13Q (93855.150000 sec): 3 clusters
  Score: Raw -80323.556188 + Penalty 2169.642547 = -78153.913641
  nChanged 4
		SP:Iteration 14Q (93855.170000 sec): 3 clusters
  Score: Raw -80331.203112 + Penalty 2169.642547 = -78161.560565
  nChanged 5
		SP:Iteration 15Q (93855.180000 sec): 3 clusters
  Score: Raw -80337.590019 + Penalty 2169.642547 = -78167.947472
  nChanged 1
		SP:Iteration 16Q (93855.190000 sec): 3 clusters
  Score: Raw -80338.983195 + Penalty 2169.642547 = -78169.340648
  nChanged 0
		SP:Iteration 17F (93855.210000 sec): 3 clusters
  Score: Raw -80338.983195 + Penalty 2169.642547 = -78169.340648
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 109 (3050 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93855.280000 sec): 2 clusters
  Score: Raw -338922.622745 + Penalty 1303.720741 = -337618.902003
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93855.340000 sec): 3 clusters
  Score: Raw -337466.571930 + Penalty 2607.441483 = -334859.130447
  nChanged 1166
		SP:Iteration 1F (93855.390000 sec): 3 clusters
  Score: Raw -338213.425620 + Penalty 2607.441483 = -335605.984138
  nChanged 252
		SP:Iteration 2F (93855.450000 sec): 3 clusters
  Score: Raw -338386.821430 + Penalty 2607.441483 = -335779.379948
  nChanged 177
		SP:Iteration 3F (93855.500000 sec): 3 clusters
  Score: Raw -338511.422177 + Penalty 2607.441483 = -335903.980694
  nChanged 123
		SP:Iteration 4Q (93855.560000 sec): 3 clusters
  Score: Raw -338613.810335 + Penalty 2607.441483 = -336006.368853
  nChanged 115
		SP:Iteration 5Q (93855.610000 sec): 3 clusters
  Score: Raw -338703.702342 + Penalty 2607.441483 = -336096.260859
  nChanged 115
		SP:Iteration 6Q (93855.670000 sec): 3 clusters
  Score: Raw -338801.000207 + Penalty 2607.441483 = -336193.558725
  nChanged 114
		SP:Iteration 7Q (93855.720000 sec): 3 clusters
  Score: Raw -338882.267969 + Penalty 2607.441483 = -336274.826486
  nChanged 92
		SP:Iteration 8Q (93855.780000 sec): 3 clusters
  Score: Raw -338963.333509 + Penalty 2607.441483 = -336355.892027
  nChanged 98
		SP:Iteration 9Q (93855.830000 sec): 3 clusters
  Score: Raw -339049.027121 + Penalty 2607.441483 = -336441.585639
  nChanged 89
		SP:Iteration 10Q (93855.890000 sec): 3 clusters
  Score: Raw -339132.525089 + Penalty 2607.441483 = -336525.083606
  nChanged 96
		SP:Iteration 11Q (93855.940000 sec): 3 clusters
  Score: Raw -339202.097838 + Penalty 2607.441483 = -336594.656355
  nChanged 73
		SP:Iteration 12Q (93855.990000 sec): 3 clusters
  Score: Raw -339250.514716 + Penalty 2607.441483 = -336643.073233
  nChanged 62
		SP:Iteration 13Q (93856.050000 sec): 3 clusters
  Score: Raw -339290.397872 + Penalty 2607.441483 = -336682.956389
  nChanged 44
		SP:Iteration 14Q (93856.100000 sec): 3 clusters
  Score: Raw -339313.890825 + Penalty 2607.441483 = -336706.449342
  nChanged 40
		SP:Iteration 15Q (93856.160000 sec): 3 clusters
  Score: Raw -339330.794240 + Penalty 2607.441483 = -336723.352757
  nChanged 26
		SP:Iteration 16Q (93856.210000 sec): 3 clusters
  Score: Raw -339343.467237 + Penalty 2607.441483 = -336736.025754
  nChanged 22
		SP:Iteration 17Q (93856.270000 sec): 3 clusters
  Score: Raw -339353.449153 + Penalty 2607.441483 = -336746.007670
  nChanged 20
		SP:Iteration 18Q (93856.320000 sec): 3 clusters
  Score: Raw -339366.066582 + Penalty 2607.441483 = -336758.625100
  nChanged 21
		SP:Iteration 19Q (93856.370000 sec): 3 clusters
  Score: Raw -339375.162417 + Penalty 2607.441483 = -336767.720934
  nChanged 12
		SP:Iteration 20F (93856.430000 sec): 3 clusters
  Score: Raw -339378.523638 + Penalty 2607.441483 = -336771.082155
  nChanged 10
		SP:Iteration 21Q (93856.480000 sec): 3 clusters
  Score: Raw -339380.647733 + Penalty 2607.441483 = -336773.206250
  nChanged 5
		SP:Iteration 22Q (93856.530000 sec): 3 clusters
  Score: Raw -339382.680213 + Penalty 2607.441483 = -336775.238730
  nChanged 5
		SP:Iteration 23Q (93856.590000 sec): 3 clusters
  Score: Raw -339385.672643 + Penalty 2607.441483 = -336778.231161
  nChanged 6
		SP:Iteration 24Q (93856.640000 sec): 3 clusters
  Score: Raw -339388.127702 + Penalty 2607.441483 = -336780.686219
  nChanged 4
		SP:Iteration 25Q (93856.690000 sec): 3 clusters
  Score: Raw -339389.141902 + Penalty 2607.441483 = -336781.700419
  nChanged 2
		SP:Iteration 26Q (93856.750000 sec): 3 clusters
  Score: Raw -339389.892392 + Penalty 2607.441483 = -336782.450909
  nChanged 1
		SP:Iteration 27Q (93856.800000 sec): 3 clusters
  Score: Raw -339390.450213 + Penalty 2607.441483 = -336783.008731
  nChanged 0
		SP:Iteration 28F (93856.860000 sec): 3 clusters
  Score: Raw -339390.450213 + Penalty 2607.441483 = -336783.008731
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 110 (1961 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93856.920000 sec): 2 clusters
  Score: Raw -218140.085280 + Penalty 1231.946597 = -216908.138684
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93856.960000 sec): 3 clusters
  Score: Raw -217330.177581 + Penalty 2463.893194 = -214866.284387
  nChanged 698
		SP:Iteration 1F (93857.000000 sec): 3 clusters
  Score: Raw -217856.956537 + Penalty 2463.893194 = -215393.063344
  nChanged 178
		SP:Iteration 2F (93857.040000 sec): 3 clusters
  Score: Raw -218025.314699 + Penalty 2463.893194 = -215561.421506
  nChanged 129
		SP:Iteration 3F (93857.080000 sec): 3 clusters
  Score: Raw -218139.254384 + Penalty 2463.893194 = -215675.361190
  nChanged 104
		SP:Iteration 4F (93857.110000 sec): 3 clusters
  Score: Raw -218259.523333 + Penalty 2463.893194 = -215795.630139
  nChanged 105
		SP:Iteration 5F (93857.150000 sec): 3 clusters
  Score: Raw -218353.201980 + Penalty 2463.893194 = -215889.308787
  nChanged 81
		SP:Iteration 6Q (93857.190000 sec): 3 clusters
  Score: Raw -218421.460247 + Penalty 2463.893194 = -215957.567053
  nChanged 57
		SP:Iteration 7Q (93857.230000 sec): 3 clusters
  Score: Raw -218471.901468 + Penalty 2463.893194 = -216008.008275
  nChanged 40
		SP:Iteration 8Q (93857.270000 sec): 3 clusters
  Score: Raw -218512.136850 + Penalty 2463.893194 = -216048.243656
  nChanged 25
		SP:Iteration 9Q (93857.300000 sec): 3 clusters
  Score: Raw -218538.530824 + Penalty 2463.893194 = -216074.637631
  nChanged 27
		SP:Iteration 10Q (93857.340000 sec): 3 clusters
  Score: Raw -218564.209002 + Penalty 2463.893194 = -216100.315809
  nChanged 25
		SP:Iteration 11Q (93857.380000 sec): 3 clusters
  Score: Raw -218591.364864 + Penalty 2463.893194 = -216127.471671
  nChanged 24
		SP:Iteration 12Q (93857.420000 sec): 3 clusters
  Score: Raw -218613.872749 + Penalty 2463.893194 = -216149.979556
  nChanged 23
		SP:Iteration 13Q (93857.450000 sec): 3 clusters
  Score: Raw -218632.190452 + Penalty 2463.893194 = -216168.297259
  nChanged 14
		SP:Iteration 14Q (93857.490000 sec): 3 clusters
  Score: Raw -218644.483023 + Penalty 2463.893194 = -216180.589829
  nChanged 18
		SP:Iteration 15Q (93857.530000 sec): 3 clusters
  Score: Raw -218664.751736 + Penalty 2463.893194 = -216200.858542
  nChanged 16
		SP:Iteration 16Q (93857.560000 sec): 3 clusters
  Score: Raw -218683.236776 + Penalty 2463.893194 = -216219.343583
  nChanged 13
		SP:Iteration 17Q (93857.600000 sec): 3 clusters
  Score: Raw -218692.718191 + Penalty 2463.893194 = -216228.824998
  nChanged 8
		SP:Iteration 18Q (93857.630000 sec): 3 clusters
  Score: Raw -218697.633115 + Penalty 2463.893194 = -216233.739921
  nChanged 11
		SP:Iteration 19Q (93857.670000 sec): 3 clusters
  Score: Raw -218704.479507 + Penalty 2463.893194 = -216240.586314
  nChanged 10
		SP:Iteration 20F (93857.710000 sec): 3 clusters
  Score: Raw -218711.730863 + Penalty 2463.893194 = -216247.837670
  nChanged 11
		SP:Iteration 21Q (93857.750000 sec): 3 clusters
  Score: Raw -218719.836549 + Penalty 2463.893194 = -216255.943355
  nChanged 16
		SP:Iteration 22Q (93857.780000 sec): 3 clusters
  Score: Raw -218729.517760 + Penalty 2463.893194 = -216265.624567
  nChanged 11
		SP:Iteration 23Q (93857.820000 sec): 3 clusters
  Score: Raw -218736.325356 + Penalty 2463.893194 = -216272.432163
  nChanged 11
		SP:Iteration 24Q (93857.850000 sec): 3 clusters
  Score: Raw -218750.134296 + Penalty 2463.893194 = -216286.241103
  nChanged 14
		SP:Iteration 25Q (93857.890000 sec): 3 clusters
  Score: Raw -218770.645786 + Penalty 2463.893194 = -216306.752593
  nChanged 24
		SP:Iteration 26Q (93857.930000 sec): 3 clusters
  Score: Raw -218795.413627 + Penalty 2463.893194 = -216331.520433
  nChanged 21
		SP:Iteration 27Q (93857.970000 sec): 3 clusters
  Score: Raw -218810.315487 + Penalty 2463.893194 = -216346.422293
  nChanged 15
		SP:Iteration 28Q (93858.000000 sec): 3 clusters
  Score: Raw -218822.399774 + Penalty 2463.893194 = -216358.506580
  nChanged 12
		SP:Iteration 29Q (93858.040000 sec): 3 clusters
  Score: Raw -218832.996431 + Penalty 2463.893194 = -216369.103237
  nChanged 13
		SP:Iteration 30Q (93858.070000 sec): 3 clusters
  Score: Raw -218846.942186 + Penalty 2463.893194 = -216383.048992
  nChanged 16
		SP:Iteration 31Q (93858.110000 sec): 3 clusters
  Score: Raw -218863.178480 + Penalty 2463.893194 = -216399.285286
  nChanged 19
		SP:Iteration 32Q (93858.150000 sec): 3 clusters
  Score: Raw -218883.749878 + Penalty 2463.893194 = -216419.856685
  nChanged 19
		SP:Iteration 33Q (93858.180000 sec): 3 clusters
  Score: Raw -218902.142692 + Penalty 2463.893194 = -216438.249499
  nChanged 22
		SP:Iteration 34Q (93858.220000 sec): 3 clusters
  Score: Raw -218925.590498 + Penalty 2463.893194 = -216461.697305
  nChanged 23
		SP:Iteration 35Q (93858.260000 sec): 3 clusters
  Score: Raw -218944.817679 + Penalty 2463.893194 = -216480.924485
  nChanged 18
		SP:Iteration 36Q (93858.290000 sec): 3 clusters
  Score: Raw -218958.626569 + Penalty 2463.893194 = -216494.733375
  nChanged 9
		SP:Iteration 37Q (93858.330000 sec): 3 clusters
  Score: Raw -218966.465584 + Penalty 2463.893194 = -216502.572390
  nChanged 4
		SP:Iteration 38Q (93858.370000 sec): 3 clusters
  Score: Raw -218967.996854 + Penalty 2463.893194 = -216504.103660
  nChanged 3
		SP:Iteration 39Q (93858.400000 sec): 3 clusters
  Score: Raw -218970.393839 + Penalty 2463.893194 = -216506.500645
  nChanged 4
		SP:Iteration 40F (93858.440000 sec): 3 clusters
  Score: Raw -218973.565281 + Penalty 2463.893194 = -216509.672087
  nChanged 6
		SP:Iteration 41Q (93858.480000 sec): 3 clusters
  Score: Raw -218977.622666 + Penalty 2463.893194 = -216513.729472
  nChanged 8
		SP:Iteration 42Q (93858.510000 sec): 3 clusters
  Score: Raw -218982.875693 + Penalty 2463.893194 = -216518.982500
  nChanged 6
		SP:Iteration 43Q (93858.550000 sec): 3 clusters
  Score: Raw -218987.675724 + Penalty 2463.893194 = -216523.782531
  nChanged 8
		SP:Iteration 44Q (93858.590000 sec): 3 clusters
  Score: Raw -218993.476847 + Penalty 2463.893194 = -216529.583653
  nChanged 9
		SP:Iteration 45Q (93858.620000 sec): 3 clusters
  Score: Raw -218998.873472 + Penalty 2463.893194 = -216534.980278
  nChanged 4
		SP:Iteration 46Q (93858.660000 sec): 3 clusters
  Score: Raw -219001.679634 + Penalty 2463.893194 = -216537.786440
  nChanged 4
		SP:Iteration 47Q (93858.690000 sec): 3 clusters
  Score: Raw -219004.288081 + Penalty 2463.893194 = -216540.394888
  nChanged 3
		SP:Iteration 48Q (93858.730000 sec): 3 clusters
  Score: Raw -219005.882451 + Penalty 2463.893194 = -216541.989258
  nChanged 3
		SP:Iteration 49Q (93858.760000 sec): 3 clusters
  Score: Raw -219008.610346 + Penalty 2463.893194 = -216544.717153
  nChanged 3
		SP:Iteration 50Q (93858.800000 sec): 3 clusters
  Score: Raw -219010.681313 + Penalty 2463.893194 = -216546.788119
  nChanged 5
		SP:Iteration 51Q (93858.840000 sec): 3 clusters
  Score: Raw -219013.938056 + Penalty 2463.893194 = -216550.044863
  nChanged 5
		SP:Iteration 52Q (93858.880000 sec): 3 clusters
  Score: Raw -219016.527790 + Penalty 2463.893194 = -216552.634597
  nChanged 3
		SP:Iteration 53Q (93858.910000 sec): 3 clusters
  Score: Raw -219018.038838 + Penalty 2463.893194 = -216554.145645
  nChanged 2
		SP:Iteration 54Q (93858.950000 sec): 3 clusters
  Score: Raw -219018.524933 + Penalty 2463.893194 = -216554.631739
  nChanged 0
		SP:Iteration 55F (93858.990000 sec): 3 clusters
  Score: Raw -219018.524933 + Penalty 2463.893194 = -216554.631739
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 111 (1378 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93859.040000 sec): 2 clusters
  Score: Raw -138806.040839 + Penalty 1174.613123 = -137631.427715
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93859.070000 sec): 3 clusters
  Score: Raw -138323.624373 + Penalty 2349.226247 = -135974.398126
  nChanged 468
		SP:Iteration 1F (93859.100000 sec): 3 clusters
  Score: Raw -138686.262402 + Penalty 2349.226247 = -136337.036155
  nChanged 113
		SP:Iteration 2F (93859.120000 sec): 3 clusters
  Score: Raw -138794.146636 + Penalty 2349.226247 = -136444.920389
  nChanged 68
		SP:Iteration 3Q (93859.150000 sec): 3 clusters
  Score: Raw -138866.372997 + Penalty 2349.226247 = -136517.146751
  nChanged 60
		SP:Iteration 4Q (93859.170000 sec): 3 clusters
  Score: Raw -138922.707582 + Penalty 2349.226247 = -136573.481335
  nChanged 46
		SP:Iteration 5Q (93859.200000 sec): 3 clusters
  Score: Raw -138970.882313 + Penalty 2349.226247 = -136621.656066
  nChanged 34
		SP:Iteration 6Q (93859.220000 sec): 3 clusters
  Score: Raw -139005.698564 + Penalty 2349.226247 = -136656.472317
  nChanged 22
		SP:Iteration 7Q (93859.250000 sec): 3 clusters
  Score: Raw -139024.907370 + Penalty 2349.226247 = -136675.681123
  nChanged 23
		SP:Iteration 8Q (93859.280000 sec): 3 clusters
  Score: Raw -139044.874862 + Penalty 2349.226247 = -136695.648615
  nChanged 21
		SP:Iteration 9Q (93859.300000 sec): 3 clusters
  Score: Raw -139057.306880 + Penalty 2349.226247 = -136708.080633
  nChanged 11
		SP:Iteration 10Q (93859.330000 sec): 3 clusters
  Score: Raw -139062.732814 + Penalty 2349.226247 = -136713.506567
  nChanged 4
		SP:Iteration 11Q (93859.360000 sec): 3 clusters
  Score: Raw -139067.498071 + Penalty 2349.226247 = -136718.271825
  nChanged 6
		SP:Iteration 12Q (93859.380000 sec): 3 clusters
  Score: Raw -139072.129295 + Penalty 2349.226247 = -136722.903048
  nChanged 8
		SP:Iteration 13Q (93859.400000 sec): 3 clusters
  Score: Raw -139078.472675 + Penalty 2349.226247 = -136729.246428
  nChanged 8
		SP:Iteration 14Q (93859.430000 sec): 3 clusters
  Score: Raw -139082.366343 + Penalty 2349.226247 = -136733.140097
  nChanged 6
		SP:Iteration 15Q (93859.460000 sec): 3 clusters
  Score: Raw -139084.865698 + Penalty 2349.226247 = -136735.639451
  nChanged 4
		SP:Iteration 16Q (93859.480000 sec): 3 clusters
  Score: Raw -139088.976784 + Penalty 2349.226247 = -136739.750537
  nChanged 9
		SP:Iteration 17Q (93859.510000 sec): 3 clusters
  Score: Raw -139099.662660 + Penalty 2349.226247 = -136750.436413
  nChanged 22
		SP:Iteration 18Q (93859.530000 sec): 3 clusters
  Score: Raw -139118.357375 + Penalty 2349.226247 = -136769.131128
  nChanged 18
		SP:Iteration 19Q (93859.560000 sec): 3 clusters
  Score: Raw -139139.595204 + Penalty 2349.226247 = -136790.368957
  nChanged 14
		SP:Iteration 20F (93859.580000 sec): 3 clusters
  Score: Raw -139154.399427 + Penalty 2349.226247 = -136805.173180
  nChanged 16
		SP:Iteration 21Q (93859.610000 sec): 3 clusters
  Score: Raw -139168.334039 + Penalty 2349.226247 = -136819.107793
  nChanged 13
		SP:Iteration 22Q (93859.640000 sec): 3 clusters
  Score: Raw -139180.669222 + Penalty 2349.226247 = -136831.442975
  nChanged 14
		SP:Iteration 23Q (93859.660000 sec): 3 clusters
  Score: Raw -139198.044370 + Penalty 2349.226247 = -136848.818123
  nChanged 18
		SP:Iteration 24Q (93859.680000 sec): 3 clusters
  Score: Raw -139212.428975 + Penalty 2349.226247 = -136863.202729
  nChanged 16
		SP:Iteration 25Q (93859.710000 sec): 3 clusters
  Score: Raw -139240.056959 + Penalty 2349.226247 = -136890.830712
  nChanged 18
		SP:Iteration 26Q (93859.740000 sec): 3 clusters
  Score: Raw -139256.416160 + Penalty 2349.226247 = -136907.189913
  nChanged 11
		SP:Iteration 27Q (93859.760000 sec): 3 clusters
  Score: Raw -139262.644117 + Penalty 2349.226247 = -136913.417870
  nChanged 7
		SP:Iteration 28Q (93859.780000 sec): 3 clusters
  Score: Raw -139265.406976 + Penalty 2349.226247 = -136916.180729
  nChanged 4
		SP:Iteration 29Q (93859.810000 sec): 3 clusters
  Score: Raw -139267.444992 + Penalty 2349.226247 = -136918.218745
  nChanged 4
		SP:Iteration 30Q (93859.840000 sec): 3 clusters
  Score: Raw -139269.893325 + Penalty 2349.226247 = -136920.667078
  nChanged 7
		SP:Iteration 31Q (93859.860000 sec): 3 clusters
  Score: Raw -139275.453064 + Penalty 2349.226247 = -136926.226817
  nChanged 7
		SP:Iteration 32Q (93859.890000 sec): 3 clusters
  Score: Raw -139281.155273 + Penalty 2349.226247 = -136931.929026
  nChanged 7
		SP:Iteration 33Q (93859.910000 sec): 3 clusters
  Score: Raw -139284.101140 + Penalty 2349.226247 = -136934.874893
  nChanged 5
		SP:Iteration 34Q (93859.940000 sec): 3 clusters
  Score: Raw -139287.704406 + Penalty 2349.226247 = -136938.478159
  nChanged 6
		SP:Iteration 35Q (93859.960000 sec): 3 clusters
  Score: Raw -139291.531485 + Penalty 2349.226247 = -136942.305239
  nChanged 5
		SP:Iteration 36Q (93859.990000 sec): 3 clusters
  Score: Raw -139295.938101 + Penalty 2349.226247 = -136946.711854
  nChanged 12
		SP:Iteration 37Q (93860.010000 sec): 3 clusters
  Score: Raw -139305.807486 + Penalty 2349.226247 = -136956.581239
  nChanged 6
		SP:Iteration 38Q (93860.040000 sec): 3 clusters
  Score: Raw -139310.401560 + Penalty 2349.226247 = -136961.175313
  nChanged 6
		SP:Iteration 39Q (93860.060000 sec): 3 clusters
  Score: Raw -139314.091627 + Penalty 2349.226247 = -136964.865380
  nChanged 5
		SP:Iteration 40F (93860.090000 sec): 3 clusters
  Score: Raw -139316.482002 + Penalty 2349.226247 = -136967.255755
  nChanged 2
		SP:Iteration 41Q (93860.110000 sec): 3 clusters
  Score: Raw -139318.372697 + Penalty 2349.226247 = -136969.146450
  nChanged 2
		SP:Iteration 42Q (93860.140000 sec): 3 clusters
  Score: Raw -139318.900061 + Penalty 2349.226247 = -136969.673814
  nChanged 1
		SP:Iteration 43Q (93860.160000 sec): 3 clusters
  Score: Raw -139319.580398 + Penalty 2349.226247 = -136970.354151
  nChanged 2
		SP:Iteration 44Q (93860.190000 sec): 3 clusters
  Score: Raw -139320.908818 + Penalty 2349.226247 = -136971.682571
  nChanged 2
		SP:Iteration 45Q (93860.210000 sec): 3 clusters
  Score: Raw -139321.904320 + Penalty 2349.226247 = -136972.678073
  nChanged 2
		SP:Iteration 46Q (93860.240000 sec): 3 clusters
  Score: Raw -139322.487219 + Penalty 2349.226247 = -136973.260972
  nChanged 0
		SP:Iteration 47F (93860.260000 sec): 3 clusters
  Score: Raw -139322.487219 + Penalty 2349.226247 = -136973.260972
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 112 (1184 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93860.320000 sec): 2 clusters
  Score: Raw -134992.546754 + Penalty 1149.956245 = -133842.590509
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93860.340000 sec): 3 clusters
  Score: Raw -134575.528652 + Penalty 2299.912490 = -132275.616162
  nChanged 373
		SP:Iteration 1F (93860.360000 sec): 3 clusters
  Score: Raw -134866.606058 + Penalty 2299.912490 = -132566.693568
  nChanged 79
		SP:Iteration 2F (93860.380000 sec): 3 clusters
  Score: Raw -134939.908076 + Penalty 2299.912490 = -132639.995586
  nChanged 49
		SP:Iteration 3Q (93860.410000 sec): 3 clusters
  Score: Raw -134979.712818 + Penalty 2299.912490 = -132679.800328
  nChanged 33
		SP:Iteration 4Q (93860.430000 sec): 3 clusters
  Score: Raw -135007.832054 + Penalty 2299.912490 = -132707.919564
  nChanged 27
		SP:Iteration 5Q (93860.450000 sec): 3 clusters
  Score: Raw -135038.437454 + Penalty 2299.912490 = -132738.524964
  nChanged 19
		SP:Iteration 6Q (93860.480000 sec): 3 clusters
  Score: Raw -135052.505076 + Penalty 2299.912490 = -132752.592586
  nChanged 14
		SP:Iteration 7Q (93860.500000 sec): 3 clusters
  Score: Raw -135062.784221 + Penalty 2299.912490 = -132762.871731
  nChanged 14
		SP:Iteration 8Q (93860.520000 sec): 3 clusters
  Score: Raw -135071.319921 + Penalty 2299.912490 = -132771.407431
  nChanged 10
		SP:Iteration 9Q (93860.540000 sec): 3 clusters
  Score: Raw -135079.726735 + Penalty 2299.912490 = -132779.814245
  nChanged 9
		SP:Iteration 10Q (93860.560000 sec): 3 clusters
  Score: Raw -135087.917525 + Penalty 2299.912490 = -132788.005035
  nChanged 6
		SP:Iteration 11Q (93860.590000 sec): 3 clusters
  Score: Raw -135093.357635 + Penalty 2299.912490 = -132793.445145
  nChanged 7
		SP:Iteration 12Q (93860.610000 sec): 3 clusters
  Score: Raw -135099.091380 + Penalty 2299.912490 = -132799.178890
  nChanged 4
		SP:Iteration 13Q (93860.630000 sec): 3 clusters
  Score: Raw -135105.987589 + Penalty 2299.912490 = -132806.075099
  nChanged 5
		SP:Iteration 14Q (93860.660000 sec): 3 clusters
  Score: Raw -135110.475505 + Penalty 2299.912490 = -132810.563015
  nChanged 4
		SP:Iteration 15Q (93860.680000 sec): 3 clusters
  Score: Raw -135112.989364 + Penalty 2299.912490 = -132813.076874
  nChanged 5
		SP:Iteration 16Q (93860.700000 sec): 3 clusters
  Score: Raw -135116.034161 + Penalty 2299.912490 = -132816.121671
  nChanged 4
		SP:Iteration 17Q (93860.720000 sec): 3 clusters
  Score: Raw -135118.168606 + Penalty 2299.912490 = -132818.256116
  nChanged 6
		SP:Iteration 18Q (93860.740000 sec): 3 clusters
  Score: Raw -135120.851396 + Penalty 2299.912490 = -132820.938906
  nChanged 4
		SP:Iteration 19Q (93860.760000 sec): 3 clusters
  Score: Raw -135123.007582 + Penalty 2299.912490 = -132823.095092
  nChanged 5
		SP:Iteration 20F (93860.790000 sec): 3 clusters
  Score: Raw -135127.343964 + Penalty 2299.912490 = -132827.431474
  nChanged 5
		SP:Iteration 21Q (93860.810000 sec): 3 clusters
  Score: Raw -135129.813005 + Penalty 2299.912490 = -132829.900515
  nChanged 4
		SP:Iteration 22Q (93860.830000 sec): 3 clusters
  Score: Raw -135131.797127 + Penalty 2299.912490 = -132831.884637
  nChanged 4
		SP:Iteration 23Q (93860.860000 sec): 3 clusters
  Score: Raw -135133.719665 + Penalty 2299.912490 = -132833.807175
  nChanged 2
		SP:Iteration 24Q (93860.880000 sec): 3 clusters
  Score: Raw -135134.554160 + Penalty 2299.912490 = -132834.641670
  nChanged 2
		SP:Iteration 25Q (93860.900000 sec): 3 clusters
  Score: Raw -135135.335040 + Penalty 2299.912490 = -132835.422550
  nChanged 4
		SP:Iteration 26Q (93860.920000 sec): 3 clusters
  Score: Raw -135140.456352 + Penalty 2299.912490 = -132840.543862
  nChanged 1
		SP:Iteration 27Q (93860.940000 sec): 3 clusters
  Score: Raw -135140.960874 + Penalty 2299.912490 = -132841.048384
  nChanged 0
		SP:Iteration 28F (93860.970000 sec): 3 clusters
  Score: Raw -135140.960874 + Penalty 2299.912490 = -132841.048384
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 113 (3864 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93861.040000 sec): 2 clusters
  Score: Raw -445963.434358 + Penalty 1342.161957 = -444621.272402
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93861.120000 sec): 3 clusters
  Score: Raw -444037.830302 + Penalty 2684.323913 = -441353.506389
  nChanged 1507
		SP:Iteration 1F (93861.190000 sec): 3 clusters
  Score: Raw -444952.614208 + Penalty 2684.323913 = -442268.290295
  nChanged 304
		SP:Iteration 2F (93861.260000 sec): 3 clusters
  Score: Raw -445165.829585 + Penalty 2684.323913 = -442481.505672
  nChanged 244
		SP:Iteration 3F (93861.330000 sec): 3 clusters
  Score: Raw -445361.407747 + Penalty 2684.323913 = -442677.083833
  nChanged 219
		SP:Iteration 4F (93861.400000 sec): 3 clusters
  Score: Raw -445523.774968 + Penalty 2684.323913 = -442839.451054
  nChanged 204
		SP:Iteration 5F (93861.470000 sec): 3 clusters
  Score: Raw -445675.730495 + Penalty 2684.323913 = -442991.406582
  nChanged 180
		SP:Iteration 6Q (93861.540000 sec): 3 clusters
  Score: Raw -445810.087813 + Penalty 2684.323913 = -443125.763900
  nChanged 173
		SP:Iteration 7Q (93861.610000 sec): 3 clusters
  Score: Raw -445936.712141 + Penalty 2684.323913 = -443252.388228
  nChanged 135
		SP:Iteration 8Q (93861.680000 sec): 3 clusters
  Score: Raw -446019.381355 + Penalty 2684.323913 = -443335.057442
  nChanged 102
		SP:Iteration 9Q (93861.750000 sec): 3 clusters
  Score: Raw -446071.633539 + Penalty 2684.323913 = -443387.309626
  nChanged 79
		SP:Iteration 10Q (93861.820000 sec): 3 clusters
  Score: Raw -446107.337883 + Penalty 2684.323913 = -443423.013970
  nChanged 58
		SP:Iteration 11Q (93861.890000 sec): 3 clusters
  Score: Raw -446131.058844 + Penalty 2684.323913 = -443446.734930
  nChanged 52
		SP:Iteration 12Q (93861.960000 sec): 3 clusters
  Score: Raw -446155.023343 + Penalty 2684.323913 = -443470.699429
  nChanged 48
		SP:Iteration 13Q (93862.030000 sec): 3 clusters
  Score: Raw -446178.775121 + Penalty 2684.323913 = -443494.451208
  nChanged 48
		SP:Iteration 14Q (93862.100000 sec): 3 clusters
  Score: Raw -446198.538923 + Penalty 2684.323913 = -443514.215009
  nChanged 44
		SP:Iteration 15Q (93862.170000 sec): 3 clusters
  Score: Raw -446220.771470 + Penalty 2684.323913 = -443536.447556
  nChanged 50
		SP:Iteration 16Q (93862.240000 sec): 3 clusters
  Score: Raw -446244.678489 + Penalty 2684.323913 = -443560.354575
  nChanged 48
		SP:Iteration 17Q (93862.310000 sec): 3 clusters
  Score: Raw -446269.511820 + Penalty 2684.323913 = -443585.187906
  nChanged 51
		SP:Iteration 18Q (93862.380000 sec): 3 clusters
  Score: Raw -446291.448093 + Penalty 2684.323913 = -443607.124180
  nChanged 42
		SP:Iteration 19Q (93862.450000 sec): 3 clusters
  Score: Raw -446309.315292 + Penalty 2684.323913 = -443624.991379
  nChanged 32
		SP:Iteration 20F (93862.520000 sec): 3 clusters
  Score: Raw -446322.124076 + Penalty 2684.323913 = -443637.800162
  nChanged 19
		SP:Iteration 21Q (93862.590000 sec): 3 clusters
  Score: Raw -446329.494777 + Penalty 2684.323913 = -443645.170864
  nChanged 19
		SP:Iteration 22Q (93862.660000 sec): 3 clusters
  Score: Raw -446335.917611 + Penalty 2684.323913 = -443651.593698
  nChanged 14
		SP:Iteration 23Q (93862.730000 sec): 3 clusters
  Score: Raw -446340.955492 + Penalty 2684.323913 = -443656.631579
  nChanged 16
		SP:Iteration 24Q (93862.800000 sec): 3 clusters
  Score: Raw -446346.777293 + Penalty 2684.323913 = -443662.453379
  nChanged 12
		SP:Iteration 25Q (93862.870000 sec): 3 clusters
  Score: Raw -446351.047618 + Penalty 2684.323913 = -443666.723704
  nChanged 11
		SP:Iteration 26Q (93862.940000 sec): 3 clusters
  Score: Raw -446354.836232 + Penalty 2684.323913 = -443670.512319
  nChanged 12
		SP:Iteration 27Q (93863.010000 sec): 3 clusters
  Score: Raw -446359.398790 + Penalty 2684.323913 = -443675.074877
  nChanged 13
		SP:Iteration 28Q (93863.080000 sec): 3 clusters
  Score: Raw -446365.598274 + Penalty 2684.323913 = -443681.274360
  nChanged 13
		SP:Iteration 29Q (93863.150000 sec): 3 clusters
  Score: Raw -446370.835348 + Penalty 2684.323913 = -443686.511435
  nChanged 14
		SP:Iteration 30Q (93863.220000 sec): 3 clusters
  Score: Raw -446375.184688 + Penalty 2684.323913 = -443690.860775
  nChanged 19
		SP:Iteration 31Q (93863.290000 sec): 3 clusters
  Score: Raw -446382.080831 + Penalty 2684.323913 = -443697.756917
  nChanged 22
		SP:Iteration 32Q (93863.360000 sec): 3 clusters
  Score: Raw -446388.697159 + Penalty 2684.323913 = -443704.373246
  nChanged 18
		SP:Iteration 33Q (93863.430000 sec): 3 clusters
  Score: Raw -446394.249736 + Penalty 2684.323913 = -443709.925822
  nChanged 19
		SP:Iteration 34Q (93863.500000 sec): 3 clusters
  Score: Raw -446401.722518 + Penalty 2684.323913 = -443717.398605
  nChanged 17
		SP:Iteration 35Q (93863.570000 sec): 3 clusters
  Score: Raw -446409.524572 + Penalty 2684.323913 = -443725.200658
  nChanged 21
		SP:Iteration 36Q (93863.640000 sec): 3 clusters
  Score: Raw -446417.720304 + Penalty 2684.323913 = -443733.396391
  nChanged 19
		SP:Iteration 37Q (93863.710000 sec): 3 clusters
  Score: Raw -446423.870851 + Penalty 2684.323913 = -443739.546938
  nChanged 17
		SP:Iteration 38Q (93863.780000 sec): 3 clusters
  Score: Raw -446429.542281 + Penalty 2684.323913 = -443745.218367
  nChanged 12
		SP:Iteration 39Q (93863.850000 sec): 3 clusters
  Score: Raw -446434.446274 + Penalty 2684.323913 = -443750.122360
  nChanged 10
		SP:Iteration 40F (93863.920000 sec): 3 clusters
  Score: Raw -446436.601433 + Penalty 2684.323913 = -443752.277519
  nChanged 6
		SP:Iteration 41Q (93863.990000 sec): 3 clusters
  Score: Raw -446438.044510 + Penalty 2684.323913 = -443753.720597
  nChanged 3
		SP:Iteration 42Q (93864.060000 sec): 3 clusters
  Score: Raw -446438.525358 + Penalty 2684.323913 = -443754.201444
  nChanged 3
		SP:Iteration 43Q (93864.130000 sec): 3 clusters
  Score: Raw -446439.323146 + Penalty 2684.323913 = -443754.999233
  nChanged 3
		SP:Iteration 44Q (93864.200000 sec): 3 clusters
  Score: Raw -446439.835967 + Penalty 2684.323913 = -443755.512053
  nChanged 2
		SP:Iteration 45Q (93864.260000 sec): 3 clusters
  Score: Raw -446440.495327 + Penalty 2684.323913 = -443756.171413
  nChanged 0
		SP:Iteration 46F (93864.340000 sec): 3 clusters
  Score: Raw -446440.495327 + Penalty 2684.323913 = -443756.171413
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 114 (9870 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93864.470000 sec): 2 clusters
  Score: Raw -1165369.820055 + Penalty 1494.553959 = -1163875.266096
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93864.630000 sec): 3 clusters
  Score: Raw -1159788.064820 + Penalty 2989.107918 = -1156798.956902
  nChanged 4186
		SP:Iteration 1F (93864.760000 sec): 3 clusters
  Score: Raw -1162144.263292 + Penalty 2989.107918 = -1159155.155374
  nChanged 634
		SP:Iteration 2F (93864.910000 sec): 3 clusters
  Score: Raw -1162482.297426 + Penalty 2989.107918 = -1159493.189508
  nChanged 631
		SP:Iteration 3F (93865.080000 sec): 3 clusters
  Score: Raw -1162851.814988 + Penalty 2989.107918 = -1159862.707070
  nChanged 602
		SP:Iteration 4F (93865.210000 sec): 3 clusters
  Score: Raw -1163182.849510 + Penalty 2989.107918 = -1160193.741591
  nChanged 541
		SP:Iteration 5F (93865.360000 sec): 3 clusters
  Score: Raw -1163466.065553 + Penalty 2989.107918 = -1160476.957634
  nChanged 500
		SP:Iteration 6F (93865.530000 sec): 3 clusters
  Score: Raw -1163715.220704 + Penalty 2989.107918 = -1160726.112786
  nChanged 414
		SP:Iteration 7Q (93865.680000 sec): 3 clusters
  Score: Raw -1163879.927694 + Penalty 2989.107918 = -1160890.819776
  nChanged 314
		SP:Iteration 8Q (93865.810000 sec): 3 clusters
  Score: Raw -1163997.588695 + Penalty 2989.107918 = -1161008.480777
  nChanged 258
		SP:Iteration 9Q (93865.980000 sec): 3 clusters
  Score: Raw -1164084.323650 + Penalty 2989.107918 = -1161095.215732
  nChanged 214
		SP:Iteration 10Q (93866.150000 sec): 3 clusters
  Score: Raw -1164151.085674 + Penalty 2989.107918 = -1161161.977756
  nChanged 175
		SP:Iteration 11Q (93866.290000 sec): 3 clusters
  Score: Raw -1164205.270745 + Penalty 2989.107918 = -1161216.162827
  nChanged 152
		SP:Iteration 12Q (93866.430000 sec): 3 clusters
  Score: Raw -1164238.870411 + Penalty 2989.107918 = -1161249.762493
  nChanged 96
		SP:Iteration 13Q (93866.600000 sec): 3 clusters
  Score: Raw -1164254.759067 + Penalty 2989.107918 = -1161265.651149
  nChanged 69
		SP:Iteration 14Q (93866.740000 sec): 3 clusters
  Score: Raw -1164266.262201 + Penalty 2989.107918 = -1161277.154283
  nChanged 51
		SP:Iteration 15Q (93866.880000 sec): 3 clusters
  Score: Raw -1164275.365050 + Penalty 2989.107918 = -1161286.257132
  nChanged 42
		SP:Iteration 16Q (93867.040000 sec): 3 clusters
  Score: Raw -1164282.540229 + Penalty 2989.107918 = -1161293.432311
  nChanged 39
		SP:Iteration 17Q (93867.220000 sec): 3 clusters
  Score: Raw -1164289.091979 + Penalty 2989.107918 = -1161299.984061
  nChanged 49
		SP:Iteration 18Q (93867.360000 sec): 3 clusters
  Score: Raw -1164295.774412 + Penalty 2989.107918 = -1161306.666494
  nChanged 30
		SP:Iteration 19Q (93867.500000 sec): 3 clusters
  Score: Raw -1164299.957527 + Penalty 2989.107918 = -1161310.849609
  nChanged 23
		SP:Iteration 20F (93867.680000 sec): 3 clusters
  Score: Raw -1164303.423063 + Penalty 2989.107918 = -1161314.315145
  nChanged 27
		SP:Iteration 21Q (93867.820000 sec): 3 clusters
  Score: Raw -1164307.273674 + Penalty 2989.107918 = -1161318.165756
  nChanged 24
		SP:Iteration 22Q (93867.950000 sec): 3 clusters
  Score: Raw -1164310.513744 + Penalty 2989.107918 = -1161321.405826
  nChanged 17
		SP:Iteration 23Q (93868.100000 sec): 3 clusters
  Score: Raw -1164312.177841 + Penalty 2989.107918 = -1161323.069923
  nChanged 18
		SP:Iteration 24Q (93868.280000 sec): 3 clusters
  Score: Raw -1164314.667582 + Penalty 2989.107918 = -1161325.559664
  nChanged 20
		SP:Iteration 25Q (93868.420000 sec): 3 clusters
  Score: Raw -1164317.717820 + Penalty 2989.107918 = -1161328.609902
  nChanged 28
		SP:Iteration 26Q (93868.560000 sec): 3 clusters
  Score: Raw -1164322.034743 + Penalty 2989.107918 = -1161332.926825
  nChanged 35
		SP:Iteration 27Q (93868.740000 sec): 3 clusters
  Score: Raw -1164328.102585 + Penalty 2989.107918 = -1161338.994667
  nChanged 38
		SP:Iteration 28Q (93869.000000 sec): 3 clusters
  Score: Raw -1164334.104431 + Penalty 2989.107918 = -1161344.996513
  nChanged 35
		SP:Iteration 29Q (93869.130000 sec): 3 clusters
  Score: Raw -1164338.972682 + Penalty 2989.107918 = -1161349.864764
  nChanged 25
		SP:Iteration 30Q (93869.260000 sec): 3 clusters
  Score: Raw -1164342.128977 + Penalty 2989.107918 = -1161353.021059
  nChanged 22
		SP:Iteration 31Q (93869.410000 sec): 3 clusters
  Score: Raw -1164345.166918 + Penalty 2989.107918 = -1161356.059000
  nChanged 16
		SP:Iteration 32Q (93869.580000 sec): 3 clusters
  Score: Raw -1164346.998834 + Penalty 2989.107918 = -1161357.890916
  nChanged 25
		SP:Iteration 33Q (93869.720000 sec): 3 clusters
  Score: Raw -1164350.147911 + Penalty 2989.107918 = -1161361.039993
  nChanged 20
		SP:Iteration 34Q (93869.870000 sec): 3 clusters
  Score: Raw -1164352.599626 + Penalty 2989.107918 = -1161363.491708
  nChanged 16
		SP:Iteration 35Q (93870.040000 sec): 3 clusters
  Score: Raw -1164354.465253 + Penalty 2989.107918 = -1161365.357335
  nChanged 13
		SP:Iteration 36Q (93870.190000 sec): 3 clusters
  Score: Raw -1164355.863390 + Penalty 2989.107918 = -1161366.755472
  nChanged 12
		SP:Iteration 37Q (93870.330000 sec): 3 clusters
  Score: Raw -1164357.002952 + Penalty 2989.107918 = -1161367.895034
  nChanged 7
		SP:Iteration 38Q (93870.490000 sec): 3 clusters
  Score: Raw -1164357.826157 + Penalty 2989.107918 = -1161368.718239
  nChanged 8
		SP:Iteration 39Q (93870.660000 sec): 3 clusters
  Score: Raw -1164358.697107 + Penalty 2989.107918 = -1161369.589189
  nChanged 7
		SP:Iteration 40F (93870.790000 sec): 3 clusters
  Score: Raw -1164359.294125 + Penalty 2989.107918 = -1161370.186207
  nChanged 5
		SP:Iteration 41Q (93870.940000 sec): 3 clusters
  Score: Raw -1164359.891427 + Penalty 2989.107918 = -1161370.783508
  nChanged 4
		SP:Iteration 42Q (93871.100000 sec): 3 clusters
  Score: Raw -1164360.250397 + Penalty 2989.107918 = -1161371.142478
  nChanged 2
		SP:Iteration 43Q (93871.250000 sec): 3 clusters
  Score: Raw -1164360.621298 + Penalty 2989.107918 = -1161371.513380
  nChanged 3
		SP:Iteration 44Q (93871.380000 sec): 3 clusters
  Score: Raw -1164360.839849 + Penalty 2989.107918 = -1161371.731931
  nChanged 1
		SP:Iteration 45Q (93871.530000 sec): 3 clusters
  Score: Raw -1164360.942734 + Penalty 2989.107918 = -1161371.834816
  nChanged 1
		SP:Iteration 46Q (93871.700000 sec): 3 clusters
  Score: Raw -1164361.023319 + Penalty 2989.107918 = -1161371.915401
  nChanged 0
		SP:Iteration 47F (93871.840000 sec): 3 clusters
  Score: Raw -1164361.023319 + Penalty 2989.107918 = -1161371.915401
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 115 (2337 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93871.910000 sec): 2 clusters
  Score: Raw -257640.652576 + Penalty 1260.451292 = -256380.201284
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93871.960000 sec): 3 clusters
  Score: Raw -256652.040633 + Penalty 2520.902584 = -254131.138049
  nChanged 837
		SP:Iteration 1F (93872.010000 sec): 3 clusters
  Score: Raw -257341.165875 + Penalty 2520.902584 = -254820.263291
  nChanged 214
		SP:Iteration 2F (93872.060000 sec): 3 clusters
  Score: Raw -257529.149271 + Penalty 2520.902584 = -255008.246687
  nChanged 151
		SP:Iteration 3F (93872.110000 sec): 3 clusters
  Score: Raw -257696.369783 + Penalty 2520.902584 = -255175.467199
  nChanged 121
		SP:Iteration 4F (93872.150000 sec): 3 clusters
  Score: Raw -257823.501893 + Penalty 2520.902584 = -255302.599310
  nChanged 98
		SP:Iteration 5Q (93872.200000 sec): 3 clusters
  Score: Raw -257921.845863 + Penalty 2520.902584 = -255400.943279
  nChanged 94
		SP:Iteration 6Q (93872.240000 sec): 3 clusters
  Score: Raw -258018.945440 + Penalty 2520.902584 = -255498.042856
  nChanged 87
		SP:Iteration 7Q (93872.290000 sec): 3 clusters
  Score: Raw -258102.863450 + Penalty 2520.902584 = -255581.960866
  nChanged 74
		SP:Iteration 8Q (93872.330000 sec): 3 clusters
  Score: Raw -258163.280730 + Penalty 2520.902584 = -255642.378147
  nChanged 58
		SP:Iteration 9Q (93872.380000 sec): 3 clusters
  Score: Raw -258203.159656 + Penalty 2520.902584 = -255682.257073
  nChanged 58
		SP:Iteration 10Q (93872.420000 sec): 3 clusters
  Score: Raw -258246.218795 + Penalty 2520.902584 = -255725.316211
  nChanged 44
		SP:Iteration 11Q (93872.460000 sec): 3 clusters
  Score: Raw -258278.828809 + Penalty 2520.902584 = -255757.926226
  nChanged 41
		SP:Iteration 12Q (93872.500000 sec): 3 clusters
  Score: Raw -258304.610576 + Penalty 2520.902584 = -255783.707992
  nChanged 24
		SP:Iteration 13Q (93872.550000 sec): 3 clusters
  Score: Raw -258317.303737 + Penalty 2520.902584 = -255796.401153
  nChanged 16
		SP:Iteration 14Q (93872.590000 sec): 3 clusters
  Score: Raw -258324.973208 + Penalty 2520.902584 = -255804.070624
  nChanged 11
		SP:Iteration 15Q (93872.640000 sec): 3 clusters
  Score: Raw -258331.603777 + Penalty 2520.902584 = -255810.701194
  nChanged 10
		SP:Iteration 16Q (93872.680000 sec): 3 clusters
  Score: Raw -258336.525750 + Penalty 2520.902584 = -255815.623166
  nChanged 9
		SP:Iteration 17Q (93872.720000 sec): 3 clusters
  Score: Raw -258342.033630 + Penalty 2520.902584 = -255821.131047
  nChanged 8
		SP:Iteration 18Q (93872.770000 sec): 3 clusters
  Score: Raw -258345.751896 + Penalty 2520.902584 = -255824.849313
  nChanged 6
		SP:Iteration 19Q (93872.810000 sec): 3 clusters
  Score: Raw -258348.838104 + Penalty 2520.902584 = -255827.935520
  nChanged 8
		SP:Iteration 20F (93872.860000 sec): 3 clusters
  Score: Raw -258352.774578 + Penalty 2520.902584 = -255831.871995
  nChanged 6
		SP:Iteration 21Q (93872.900000 sec): 3 clusters
  Score: Raw -258355.257743 + Penalty 2520.902584 = -255834.355159
  nChanged 7
		SP:Iteration 22Q (93872.950000 sec): 3 clusters
  Score: Raw -258358.094391 + Penalty 2520.902584 = -255837.191807
  nChanged 3
		SP:Iteration 23Q (93872.990000 sec): 3 clusters
  Score: Raw -258358.785592 + Penalty 2520.902584 = -255837.883008
  nChanged 2
		SP:Iteration 24Q (93873.040000 sec): 3 clusters
  Score: Raw -258359.430097 + Penalty 2520.902584 = -255838.527513
  nChanged 2
		SP:Iteration 25Q (93873.080000 sec): 3 clusters
  Score: Raw -258360.365135 + Penalty 2520.902584 = -255839.462551
  nChanged 2
		SP:Iteration 26Q (93873.120000 sec): 3 clusters
  Score: Raw -258361.225571 + Penalty 2520.902584 = -255840.322987
  nChanged 2
		SP:Iteration 27Q (93873.170000 sec): 3 clusters
  Score: Raw -258362.062054 + Penalty 2520.902584 = -255841.159470
  nChanged 4
		SP:Iteration 28Q (93873.210000 sec): 3 clusters
  Score: Raw -258364.882967 + Penalty 2520.902584 = -255843.980383
  nChanged 9
		SP:Iteration 29Q (93873.260000 sec): 3 clusters
  Score: Raw -258370.648324 + Penalty 2520.902584 = -255849.745741
  nChanged 7
		SP:Iteration 30Q (93873.300000 sec): 3 clusters
  Score: Raw -258376.376304 + Penalty 2520.902584 = -255855.473720
  nChanged 6
		SP:Iteration 31Q (93873.340000 sec): 3 clusters
  Score: Raw -258378.740412 + Penalty 2520.902584 = -255857.837828
  nChanged 3
		SP:Iteration 32Q (93873.390000 sec): 3 clusters
  Score: Raw -258379.848765 + Penalty 2520.902584 = -255858.946181
  nChanged 4
		SP:Iteration 33Q (93873.430000 sec): 3 clusters
  Score: Raw -258382.011003 + Penalty 2520.902584 = -255861.108419
  nChanged 7
		SP:Iteration 34Q (93873.480000 sec): 3 clusters
  Score: Raw -258386.909822 + Penalty 2520.902584 = -255866.007238
  nChanged 13
		SP:Iteration 35Q (93873.520000 sec): 3 clusters
  Score: Raw -258391.775157 + Penalty 2520.902584 = -255870.872573
  nChanged 10
		SP:Iteration 36Q (93873.560000 sec): 3 clusters
  Score: Raw -258394.005300 + Penalty 2520.902584 = -255873.102717
  nChanged 5
		SP:Iteration 37Q (93873.610000 sec): 3 clusters
  Score: Raw -258395.501040 + Penalty 2520.902584 = -255874.598456
  nChanged 3
		SP:Iteration 38Q (93873.650000 sec): 3 clusters
  Score: Raw -258396.655544 + Penalty 2520.902584 = -255875.752961
  nChanged 2
		SP:Iteration 39Q (93873.700000 sec): 3 clusters
  Score: Raw -258397.195770 + Penalty 2520.902584 = -255876.293187
  nChanged 2
		SP:Iteration 40F (93873.740000 sec): 3 clusters
  Score: Raw -258398.021551 + Penalty 2520.902584 = -255877.118968
  nChanged 1
		SP:Iteration 41Q (93873.780000 sec): 3 clusters
  Score: Raw -258398.443687 + Penalty 2520.902584 = -255877.541103
  nChanged 1
		SP:Iteration 42Q (93873.830000 sec): 3 clusters
  Score: Raw -258400.781972 + Penalty 2520.902584 = -255879.879388
  nChanged 10
		SP:Iteration 43Q (93873.870000 sec): 3 clusters
  Score: Raw -258408.117017 + Penalty 2520.902584 = -255887.214433
  nChanged 14
		SP:Iteration 44Q (93873.920000 sec): 3 clusters
  Score: Raw -258418.585948 + Penalty 2520.902584 = -255897.683364
  nChanged 18
		SP:Iteration 45Q (93873.960000 sec): 3 clusters
  Score: Raw -258434.667830 + Penalty 2520.902584 = -255913.765246
  nChanged 25
		SP:Iteration 46Q (93874.000000 sec): 3 clusters
  Score: Raw -258449.820955 + Penalty 2520.902584 = -255928.918371
  nChanged 22
		SP:Iteration 47Q (93874.050000 sec): 3 clusters
  Score: Raw -258463.501687 + Penalty 2520.902584 = -255942.599103
  nChanged 19
		SP:Iteration 48Q (93874.090000 sec): 3 clusters
  Score: Raw -258479.872912 + Penalty 2520.902584 = -255958.970328
  nChanged 18
		SP:Iteration 49Q (93874.140000 sec): 3 clusters
  Score: Raw -258493.156047 + Penalty 2520.902584 = -255972.253464
  nChanged 14
		SP:Iteration 50Q (93874.180000 sec): 3 clusters
  Score: Raw -258505.679689 + Penalty 2520.902584 = -255984.777106
  nChanged 10
		SP:Iteration 51Q (93874.220000 sec): 3 clusters
  Score: Raw -258511.148770 + Penalty 2520.902584 = -255990.246187
  nChanged 6
		SP:Iteration 52Q (93874.270000 sec): 3 clusters
  Score: Raw -258515.438687 + Penalty 2520.902584 = -255994.536104
  nChanged 10
		SP:Iteration 53Q (93874.310000 sec): 3 clusters
  Score: Raw -258524.171880 + Penalty 2520.902584 = -256003.269296
  nChanged 8
		SP:Iteration 54Q (93874.360000 sec): 3 clusters
  Score: Raw -258529.000370 + Penalty 2520.902584 = -256008.097786
  nChanged 8
		SP:Iteration 55Q (93874.400000 sec): 3 clusters
  Score: Raw -258531.547544 + Penalty 2520.902584 = -256010.644960
  nChanged 2
		SP:Iteration 56Q (93874.440000 sec): 3 clusters
  Score: Raw -258532.750866 + Penalty 2520.902584 = -256011.848283
  nChanged 3
		SP:Iteration 57Q (93874.490000 sec): 3 clusters
  Score: Raw -258534.656597 + Penalty 2520.902584 = -256013.754013
  nChanged 5
		SP:Iteration 58Q (93874.530000 sec): 3 clusters
  Score: Raw -258536.994501 + Penalty 2520.902584 = -256016.091917
  nChanged 1
		SP:Iteration 59Q (93874.580000 sec): 3 clusters
  Score: Raw -258537.337009 + Penalty 2520.902584 = -256016.434425
  nChanged 0
		SP:Iteration 60F (93874.620000 sec): 3 clusters
  Score: Raw -258537.337009 + Penalty 2520.902584 = -256016.434425
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 116 (2435 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93874.680000 sec): 2 clusters
  Score: Raw -273184.042975 + Penalty 1267.126581 = -271916.916394
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93874.730000 sec): 3 clusters
  Score: Raw -272127.576448 + Penalty 2534.253162 = -269593.323286
  nChanged 843
		SP:Iteration 1F (93874.780000 sec): 3 clusters
  Score: Raw -272756.447372 + Penalty 2534.253162 = -270222.194210
  nChanged 203
		SP:Iteration 2F (93874.820000 sec): 3 clusters
  Score: Raw -272916.011253 + Penalty 2534.253162 = -270381.758091
  nChanged 132
		SP:Iteration 3F (93874.860000 sec): 3 clusters
  Score: Raw -273009.832310 + Penalty 2534.253162 = -270475.579149
  nChanged 94
		SP:Iteration 4Q (93874.910000 sec): 3 clusters
  Score: Raw -273068.617699 + Penalty 2534.253162 = -270534.364537
  nChanged 75
		SP:Iteration 5Q (93874.960000 sec): 3 clusters
  Score: Raw -273115.058930 + Penalty 2534.253162 = -270580.805769
  nChanged 60
		SP:Iteration 6Q (93875.000000 sec): 3 clusters
  Score: Raw -273151.206463 + Penalty 2534.253162 = -270616.953302
  nChanged 57
		SP:Iteration 7Q (93875.040000 sec): 3 clusters
  Score: Raw -273187.261921 + Penalty 2534.253162 = -270653.008760
  nChanged 58
		SP:Iteration 8Q (93875.090000 sec): 3 clusters
  Score: Raw -273222.601639 + Penalty 2534.253162 = -270688.348478
  nChanged 52
		SP:Iteration 9Q (93875.130000 sec): 3 clusters
  Score: Raw -273252.569600 + Penalty 2534.253162 = -270718.316438
  nChanged 44
		SP:Iteration 10Q (93875.180000 sec): 3 clusters
  Score: Raw -273274.504950 + Penalty 2534.253162 = -270740.251789
  nChanged 33
		SP:Iteration 11Q (93875.220000 sec): 3 clusters
  Score: Raw -273290.249623 + Penalty 2534.253162 = -270755.996461
  nChanged 18
		SP:Iteration 12Q (93875.260000 sec): 3 clusters
  Score: Raw -273300.605798 + Penalty 2534.253162 = -270766.352636
  nChanged 26
		SP:Iteration 13Q (93875.310000 sec): 3 clusters
  Score: Raw -273315.778277 + Penalty 2534.253162 = -270781.525116
  nChanged 37
		SP:Iteration 14Q (93875.350000 sec): 3 clusters
  Score: Raw -273337.179641 + Penalty 2534.253162 = -270802.926480
  nChanged 27
		SP:Iteration 15Q (93875.400000 sec): 3 clusters
  Score: Raw -273349.341053 + Penalty 2534.253162 = -270815.087892
  nChanged 16
		SP:Iteration 16Q (93875.440000 sec): 3 clusters
  Score: Raw -273359.252044 + Penalty 2534.253162 = -270824.998883
  nChanged 17
		SP:Iteration 17Q (93875.480000 sec): 3 clusters
  Score: Raw -273368.429657 + Penalty 2534.253162 = -270834.176496
  nChanged 14
		SP:Iteration 18Q (93875.530000 sec): 3 clusters
  Score: Raw -273374.756790 + Penalty 2534.253162 = -270840.503628
  nChanged 5
		SP:Iteration 19Q (93875.570000 sec): 3 clusters
  Score: Raw -273378.058863 + Penalty 2534.253162 = -270843.805701
  nChanged 9
		SP:Iteration 20F (93875.620000 sec): 3 clusters
  Score: Raw -273384.100823 + Penalty 2534.253162 = -270849.847662
  nChanged 9
		SP:Iteration 21Q (93875.660000 sec): 3 clusters
  Score: Raw -273389.623392 + Penalty 2534.253162 = -270855.370230
  nChanged 9
		SP:Iteration 22Q (93875.700000 sec): 3 clusters
  Score: Raw -273395.255976 + Penalty 2534.253162 = -270861.002814
  nChanged 10
		SP:Iteration 23Q (93875.750000 sec): 3 clusters
  Score: Raw -273400.880441 + Penalty 2534.253162 = -270866.627279
  nChanged 4
		SP:Iteration 24Q (93875.790000 sec): 3 clusters
  Score: Raw -273404.791481 + Penalty 2534.253162 = -270870.538320
  nChanged 5
		SP:Iteration 25Q (93875.840000 sec): 3 clusters
  Score: Raw -273407.188782 + Penalty 2534.253162 = -270872.935620
  nChanged 6
		SP:Iteration 26Q (93875.880000 sec): 3 clusters
  Score: Raw -273409.534965 + Penalty 2534.253162 = -270875.281804
  nChanged 6
		SP:Iteration 27Q (93875.920000 sec): 3 clusters
  Score: Raw -273413.886189 + Penalty 2534.253162 = -270879.633028
  nChanged 6
		SP:Iteration 28Q (93875.970000 sec): 3 clusters
  Score: Raw -273418.816462 + Penalty 2534.253162 = -270884.563301
  nChanged 9
		SP:Iteration 29Q (93876.010000 sec): 3 clusters
  Score: Raw -273424.904504 + Penalty 2534.253162 = -270890.651343
  nChanged 4
		SP:Iteration 30Q (93876.060000 sec): 3 clusters
  Score: Raw -273427.055056 + Penalty 2534.253162 = -270892.801894
  nChanged 4
		SP:Iteration 31Q (93876.100000 sec): 3 clusters
  Score: Raw -273429.948545 + Penalty 2534.253162 = -270895.695384
  nChanged 4
		SP:Iteration 32Q (93876.140000 sec): 3 clusters
  Score: Raw -273432.298192 + Penalty 2534.253162 = -270898.045031
  nChanged 3
		SP:Iteration 33Q (93876.190000 sec): 3 clusters
  Score: Raw -273434.454705 + Penalty 2534.253162 = -270900.201543
  nChanged 7
		SP:Iteration 34Q (93876.230000 sec): 3 clusters
  Score: Raw -273439.662249 + Penalty 2534.253162 = -270905.409087
  nChanged 4
		SP:Iteration 35Q (93876.280000 sec): 3 clusters
  Score: Raw -273443.390703 + Penalty 2534.253162 = -270909.137541
  nChanged 3
		SP:Iteration 36Q (93876.320000 sec): 3 clusters
  Score: Raw -273445.260635 + Penalty 2534.253162 = -270911.007474
  nChanged 3
		SP:Iteration 37Q (93876.360000 sec): 3 clusters
  Score: Raw -273446.843213 + Penalty 2534.253162 = -270912.590051
  nChanged 3
		SP:Iteration 38Q (93876.400000 sec): 3 clusters
  Score: Raw -273448.135748 + Penalty 2534.253162 = -270913.882587
  nChanged 3
		SP:Iteration 39Q (93876.450000 sec): 3 clusters
  Score: Raw -273449.567579 + Penalty 2534.253162 = -270915.314417
  nChanged 2
		SP:Iteration 40F (93876.500000 sec): 3 clusters
  Score: Raw -273450.098820 + Penalty 2534.253162 = -270915.845658
  nChanged 3
		SP:Iteration 41Q (93876.540000 sec): 3 clusters
  Score: Raw -273453.222193 + Penalty 2534.253162 = -270918.969031
  nChanged 0
		SP:Iteration 42F (93876.580000 sec): 3 clusters
  Score: Raw -273453.222193 + Penalty 2534.253162 = -270918.969031
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 117 (3300 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93876.650000 sec): 2 clusters
  Score: Raw -369507.132965 + Penalty 1316.522634 = -368190.610331
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93876.720000 sec): 3 clusters
  Score: Raw -367925.458234 + Penalty 2633.045268 = -365292.412966
  nChanged 1278
		SP:Iteration 1F (93876.780000 sec): 3 clusters
  Score: Raw -368785.308376 + Penalty 2633.045268 = -366152.263108
  nChanged 278
		SP:Iteration 2F (93876.840000 sec): 3 clusters
  Score: Raw -368977.379365 + Penalty 2633.045268 = -366344.334097
  nChanged 190
		SP:Iteration 3F (93876.900000 sec): 3 clusters
  Score: Raw -369101.890932 + Penalty 2633.045268 = -366468.845664
  nChanged 144
		SP:Iteration 4Q (93876.960000 sec): 3 clusters
  Score: Raw -369190.723368 + Penalty 2633.045268 = -366557.678100
  nChanged 117
		SP:Iteration 5Q (93877.020000 sec): 3 clusters
  Score: Raw -369257.252393 + Penalty 2633.045268 = -366624.207125
  nChanged 89
		SP:Iteration 6Q (93877.080000 sec): 3 clusters
  Score: Raw -369306.252516 + Penalty 2633.045268 = -366673.207248
  nChanged 80
		SP:Iteration 7Q (93877.140000 sec): 3 clusters
  Score: Raw -369347.316709 + Penalty 2633.045268 = -366714.271441
  nChanged 64
		SP:Iteration 8Q (93877.200000 sec): 3 clusters
  Score: Raw -369377.573141 + Penalty 2633.045268 = -366744.527873
  nChanged 57
		SP:Iteration 9Q (93877.260000 sec): 3 clusters
  Score: Raw -369409.855178 + Penalty 2633.045268 = -366776.809910
  nChanged 46
		SP:Iteration 10Q (93877.320000 sec): 3 clusters
  Score: Raw -369434.826064 + Penalty 2633.045268 = -366801.780796
  nChanged 40
		SP:Iteration 11Q (93877.370000 sec): 3 clusters
  Score: Raw -369449.193506 + Penalty 2633.045268 = -366816.148238
  nChanged 21
		SP:Iteration 12Q (93877.430000 sec): 3 clusters
  Score: Raw -369456.299348 + Penalty 2633.045268 = -366823.254080
  nChanged 18
		SP:Iteration 13Q (93877.490000 sec): 3 clusters
  Score: Raw -369463.721452 + Penalty 2633.045268 = -366830.676184
  nChanged 18
		SP:Iteration 14Q (93877.550000 sec): 3 clusters
  Score: Raw -369470.215447 + Penalty 2633.045268 = -366837.170179
  nChanged 18
		SP:Iteration 15Q (93877.610000 sec): 3 clusters
  Score: Raw -369477.455836 + Penalty 2633.045268 = -366844.410568
  nChanged 22
		SP:Iteration 16Q (93877.670000 sec): 3 clusters
  Score: Raw -369484.267563 + Penalty 2633.045268 = -366851.222295
  nChanged 23
		SP:Iteration 17Q (93877.730000 sec): 3 clusters
  Score: Raw -369490.490235 + Penalty 2633.045268 = -366857.444967
  nChanged 15
		SP:Iteration 18Q (93877.790000 sec): 3 clusters
  Score: Raw -369494.478094 + Penalty 2633.045268 = -366861.432826
  nChanged 10
		SP:Iteration 19Q (93877.850000 sec): 3 clusters
  Score: Raw -369496.695101 + Penalty 2633.045268 = -366863.649833
  nChanged 3
		SP:Iteration 20F (93877.910000 sec): 3 clusters
  Score: Raw -369497.411447 + Penalty 2633.045268 = -366864.366180
  nChanged 1
		SP:Iteration 21Q (93877.970000 sec): 3 clusters
  Score: Raw -369497.829272 + Penalty 2633.045268 = -366864.784004
  nChanged 3
		SP:Iteration 22Q (93878.020000 sec): 3 clusters
  Score: Raw -369499.230408 + Penalty 2633.045268 = -366866.185140
  nChanged 6
		SP:Iteration 23Q (93878.080000 sec): 3 clusters
  Score: Raw -369501.408620 + Penalty 2633.045268 = -366868.363352
  nChanged 6
		SP:Iteration 24Q (93878.140000 sec): 3 clusters
  Score: Raw -369504.733440 + Penalty 2633.045268 = -366871.688172
  nChanged 10
		SP:Iteration 25Q (93878.200000 sec): 3 clusters
  Score: Raw -369508.580488 + Penalty 2633.045268 = -366875.535220
  nChanged 6
		SP:Iteration 26Q (93878.260000 sec): 3 clusters
  Score: Raw -369511.356344 + Penalty 2633.045268 = -366878.311076
  nChanged 11
		SP:Iteration 27Q (93878.320000 sec): 3 clusters
  Score: Raw -369514.730029 + Penalty 2633.045268 = -366881.684761
  nChanged 7
		SP:Iteration 28Q (93878.380000 sec): 3 clusters
  Score: Raw -369516.423708 + Penalty 2633.045268 = -366883.378440
  nChanged 6
		SP:Iteration 29Q (93878.440000 sec): 3 clusters
  Score: Raw -369517.869393 + Penalty 2633.045268 = -366884.824125
  nChanged 5
		SP:Iteration 30Q (93878.500000 sec): 3 clusters
  Score: Raw -369519.849713 + Penalty 2633.045268 = -366886.804445
  nChanged 9
		SP:Iteration 31Q (93878.560000 sec): 3 clusters
  Score: Raw -369522.133305 + Penalty 2633.045268 = -366889.088037
  nChanged 7
		SP:Iteration 32Q (93878.620000 sec): 3 clusters
  Score: Raw -369524.443420 + Penalty 2633.045268 = -366891.398152
  nChanged 3
		SP:Iteration 33Q (93878.680000 sec): 3 clusters
  Score: Raw -369524.953230 + Penalty 2633.045268 = -366891.907962
  nChanged 1
		SP:Iteration 34Q (93878.740000 sec): 3 clusters
  Score: Raw -369525.112243 + Penalty 2633.045268 = -366892.066975
  nChanged 1
		SP:Iteration 35Q (93878.790000 sec): 3 clusters
  Score: Raw -369525.968711 + Penalty 2633.045268 = -366892.923443
  nChanged 5
		SP:Iteration 36Q (93878.850000 sec): 3 clusters
  Score: Raw -369527.020668 + Penalty 2633.045268 = -366893.975400
  nChanged 3
		SP:Iteration 37Q (93878.910000 sec): 3 clusters
  Score: Raw -369528.285712 + Penalty 2633.045268 = -366895.240445
  nChanged 3
		SP:Iteration 38Q (93878.970000 sec): 3 clusters
  Score: Raw -369529.148002 + Penalty 2633.045268 = -366896.102734
  nChanged 3
		SP:Iteration 39Q (93879.030000 sec): 3 clusters
  Score: Raw -369530.211893 + Penalty 2633.045268 = -366897.166625
  nChanged 4
		SP:Iteration 40F (93879.090000 sec): 3 clusters
  Score: Raw -369531.587469 + Penalty 2633.045268 = -366898.542201
  nChanged 3
		SP:Iteration 41Q (93879.150000 sec): 3 clusters
  Score: Raw -369532.758731 + Penalty 2633.045268 = -366899.713463
  nChanged 4
		SP:Iteration 42Q (93879.210000 sec): 3 clusters
  Score: Raw -369534.026037 + Penalty 2633.045268 = -366900.980769
  nChanged 2
		SP:Iteration 43Q (93879.270000 sec): 3 clusters
  Score: Raw -369534.553053 + Penalty 2633.045268 = -366901.507785
  nChanged 5
		SP:Iteration 44Q (93879.320000 sec): 3 clusters
  Score: Raw -369536.800382 + Penalty 2633.045268 = -366903.755114
  nChanged 8
		SP:Iteration 45Q (93879.380000 sec): 3 clusters
  Score: Raw -369539.232433 + Penalty 2633.045268 = -366906.187166
  nChanged 10
		SP:Iteration 46Q (93879.440000 sec): 3 clusters
  Score: Raw -369542.770656 + Penalty 2633.045268 = -366909.725388
  nChanged 6
		SP:Iteration 47Q (93879.500000 sec): 3 clusters
  Score: Raw -369544.335652 + Penalty 2633.045268 = -366911.290384
  nChanged 4
		SP:Iteration 48Q (93879.560000 sec): 3 clusters
  Score: Raw -369545.347302 + Penalty 2633.045268 = -366912.302034
  nChanged 5
		SP:Iteration 49Q (93879.620000 sec): 3 clusters
  Score: Raw -369547.186717 + Penalty 2633.045268 = -366914.141449
  nChanged 5
		SP:Iteration 50Q (93879.680000 sec): 3 clusters
  Score: Raw -369549.228570 + Penalty 2633.045268 = -366916.183302
  nChanged 8
		SP:Iteration 51Q (93879.740000 sec): 3 clusters
  Score: Raw -369552.137747 + Penalty 2633.045268 = -366919.092479
  nChanged 8
		SP:Iteration 52Q (93879.790000 sec): 3 clusters
  Score: Raw -369556.110202 + Penalty 2633.045268 = -366923.064934
  nChanged 17
		SP:Iteration 53Q (93879.850000 sec): 3 clusters
  Score: Raw -369565.697529 + Penalty 2633.045268 = -366932.652261
  nChanged 19
		SP:Iteration 54Q (93879.910000 sec): 3 clusters
  Score: Raw -369578.549121 + Penalty 2633.045268 = -366945.503853
  nChanged 29
		SP:Iteration 55Q (93879.970000 sec): 3 clusters
  Score: Raw -369599.997653 + Penalty 2633.045268 = -366966.952385
  nChanged 25
		SP:Iteration 56Q (93880.030000 sec): 3 clusters
  Score: Raw -369615.768349 + Penalty 2633.045268 = -366982.723081
  nChanged 18
		SP:Iteration 57Q (93880.090000 sec): 3 clusters
  Score: Raw -369624.322253 + Penalty 2633.045268 = -366991.276985
  nChanged 17
		SP:Iteration 58Q (93880.150000 sec): 3 clusters
  Score: Raw -369630.870331 + Penalty 2633.045268 = -366997.825063
  nChanged 15
		SP:Iteration 59Q (93880.210000 sec): 3 clusters
  Score: Raw -369636.626634 + Penalty 2633.045268 = -367003.581366
  nChanged 14
		SP:Iteration 60F (93880.270000 sec): 3 clusters
  Score: Raw -369642.738845 + Penalty 2633.045268 = -367009.693577
  nChanged 15
		SP:Iteration 61Q (93880.330000 sec): 3 clusters
  Score: Raw -369649.352217 + Penalty 2633.045268 = -367016.306949
  nChanged 12
		SP:Iteration 62Q (93880.380000 sec): 3 clusters
  Score: Raw -369653.706993 + Penalty 2633.045268 = -367020.661725
  nChanged 15
		SP:Iteration 63Q (93880.450000 sec): 3 clusters
  Score: Raw -369660.201354 + Penalty 2633.045268 = -367027.156086
  nChanged 10
		SP:Iteration 64Q (93880.510000 sec): 3 clusters
  Score: Raw -369664.405464 + Penalty 2633.045268 = -367031.360196
  nChanged 11
		SP:Iteration 65Q (93880.560000 sec): 3 clusters
  Score: Raw -369667.460759 + Penalty 2633.045268 = -367034.415491
  nChanged 2
		SP:Iteration 66Q (93880.620000 sec): 3 clusters
  Score: Raw -369668.530781 + Penalty 2633.045268 = -367035.485513
  nChanged 3
		SP:Iteration 67Q (93880.680000 sec): 3 clusters
  Score: Raw -369669.708463 + Penalty 2633.045268 = -367036.663195
  nChanged 6
		SP:Iteration 68Q (93880.740000 sec): 3 clusters
  Score: Raw -369672.691930 + Penalty 2633.045268 = -367039.646662
  nChanged 9
		SP:Iteration 69Q (93880.800000 sec): 3 clusters
  Score: Raw -369676.095418 + Penalty 2633.045268 = -367043.050150
  nChanged 7
		SP:Iteration 70Q (93880.850000 sec): 3 clusters
  Score: Raw -369677.705736 + Penalty 2633.045268 = -367044.660469
  nChanged 3
		SP:Iteration 71Q (93880.910000 sec): 3 clusters
  Score: Raw -369678.291156 + Penalty 2633.045268 = -367045.245888
  nChanged 5
		SP:Iteration 72Q (93880.970000 sec): 3 clusters
  Score: Raw -369681.307536 + Penalty 2633.045268 = -367048.262269
  nChanged 5
		SP:Iteration 73Q (93881.030000 sec): 3 clusters
  Score: Raw -369684.952685 + Penalty 2633.045268 = -367051.907417
  nChanged 10
		SP:Iteration 74Q (93881.090000 sec): 3 clusters
  Score: Raw -369692.051495 + Penalty 2633.045268 = -367059.006227
  nChanged 13
		SP:Iteration 75Q (93881.150000 sec): 3 clusters
  Score: Raw -369698.153445 + Penalty 2633.045268 = -367065.108177
  nChanged 9
		SP:Iteration 76Q (93881.210000 sec): 3 clusters
  Score: Raw -369701.555062 + Penalty 2633.045268 = -367068.509794
  nChanged 6
		SP:Iteration 77Q (93881.270000 sec): 3 clusters
  Score: Raw -369704.206543 + Penalty 2633.045268 = -367071.161275
  nChanged 5
		SP:Iteration 78Q (93881.320000 sec): 3 clusters
  Score: Raw -369706.012659 + Penalty 2633.045268 = -367072.967391
  nChanged 6
		SP:Iteration 79Q (93881.380000 sec): 3 clusters
  Score: Raw -369707.636164 + Penalty 2633.045268 = -367074.590896
  nChanged 6
		SP:Iteration 80F (93881.440000 sec): 3 clusters
  Score: Raw -369709.315764 + Penalty 2633.045268 = -367076.270496
  nChanged 3
		SP:Iteration 81Q (93881.500000 sec): 3 clusters
  Score: Raw -369710.845470 + Penalty 2633.045268 = -367077.800202
  nChanged 1
		SP:Iteration 82Q (93881.560000 sec): 3 clusters
  Score: Raw -369711.280310 + Penalty 2633.045268 = -367078.235042
  nChanged 1
		SP:Iteration 83Q (93881.620000 sec): 3 clusters
  Score: Raw -369711.912592 + Penalty 2633.045268 = -367078.867325
  nChanged 1
		SP:Iteration 84Q (93881.680000 sec): 3 clusters
  Score: Raw -369712.081023 + Penalty 2633.045268 = -367079.035755
  nChanged 1
		SP:Iteration 85Q (93881.740000 sec): 3 clusters
  Score: Raw -369712.691608 + Penalty 2633.045268 = -367079.646340
  nChanged 3
		SP:Iteration 86Q (93881.790000 sec): 3 clusters
  Score: Raw -369714.248168 + Penalty 2633.045268 = -367081.202900
  nChanged 3
		SP:Iteration 87Q (93881.850000 sec): 3 clusters
  Score: Raw -369715.308707 + Penalty 2633.045268 = -367082.263439
  nChanged 5
		SP:Iteration 88Q (93881.910000 sec): 3 clusters
  Score: Raw -369718.912210 + Penalty 2633.045268 = -367085.866942
  nChanged 7
		SP:Iteration 89Q (93881.970000 sec): 3 clusters
  Score: Raw -369723.601447 + Penalty 2633.045268 = -367090.556179
  nChanged 6
		SP:Iteration 90Q (93882.020000 sec): 3 clusters
  Score: Raw -369725.887601 + Penalty 2633.045268 = -367092.842333
  nChanged 5
		SP:Iteration 91Q (93882.080000 sec): 3 clusters
  Score: Raw -369728.594800 + Penalty 2633.045268 = -367095.549532
  nChanged 7
		SP:Iteration 92Q (93882.140000 sec): 3 clusters
  Score: Raw -369731.048352 + Penalty 2633.045268 = -367098.003085
  nChanged 3
		SP:Iteration 93Q (93882.200000 sec): 3 clusters
  Score: Raw -369731.931419 + Penalty 2633.045268 = -367098.886151
  nChanged 4
		SP:Iteration 94Q (93882.260000 sec): 3 clusters
  Score: Raw -369733.897798 + Penalty 2633.045268 = -367100.852530
  nChanged 1
		SP:Iteration 95Q (93882.310000 sec): 3 clusters
  Score: Raw -369734.264823 + Penalty 2633.045268 = -367101.219555
  nChanged 0
		SP:Iteration 96F (93882.370000 sec): 3 clusters
  Score: Raw -369734.264823 + Penalty 2633.045268 = -367101.219555
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 118 (50404 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93882.770000 sec): 2 clusters
  Score: Raw -6328605.016429 + Penalty 1759.521695 = -6326845.494734
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93883.350000 sec): 3 clusters
  Score: Raw -6296596.148264 + Penalty 3519.043390 = -6293077.104874
  nChanged 23693
		SP:Iteration 1F (93883.860000 sec): 3 clusters
  Score: Raw -6309940.227020 + Penalty 3519.043390 = -6306421.183630
  nChanged 2121
		SP:Iteration 2Q (93884.380000 sec): 3 clusters
  Score: Raw -6310626.212784 + Penalty 3519.043390 = -6307107.169394
  nChanged 2373
		SP:Iteration 3Q (93884.900000 sec): 3 clusters
  Score: Raw -6311542.560936 + Penalty 3519.043390 = -6308023.517546
  nChanged 2756
		SP:Iteration 4F (93885.430000 sec): 3 clusters
  Score: Raw -6312840.911645 + Penalty 3519.043390 = -6309321.868255
  nChanged 3181
		SP:Iteration 5F (93885.990000 sec): 3 clusters
  Score: Raw -6314561.091759 + Penalty 3519.043390 = -6311042.048369
  nChanged 3311
		SP:Iteration 6F (93886.500000 sec): 3 clusters
  Score: Raw -6316406.105188 + Penalty 3519.043390 = -6312887.061798
  nChanged 3103
		SP:Iteration 7F (93887.060000 sec): 3 clusters
  Score: Raw -6318081.193155 + Penalty 3519.043390 = -6314562.149765
  nChanged 2725
		SP:Iteration 8F (93887.620000 sec): 3 clusters
  Score: Raw -6319544.803543 + Penalty 3519.043390 = -6316025.760152
  nChanged 2328
		SP:Iteration 9Q (93888.130000 sec): 3 clusters
  Score: Raw -6320819.832675 + Penalty 3519.043390 = -6317300.789285
  nChanged 2151
		SP:Iteration 10Q (93888.660000 sec): 3 clusters
  Score: Raw -6322153.547077 + Penalty 3519.043390 = -6318634.503687
  nChanged 2130
		SP:Iteration 11Q (93889.170000 sec): 3 clusters
  Score: Raw -6323693.844475 + Penalty 3519.043390 = -6320174.801085
  nChanged 2004
		SP:Iteration 12Q (93889.710000 sec): 3 clusters
  Score: Raw -6325411.034915 + Penalty 3519.043390 = -6321891.991525
  nChanged 1693
		SP:Iteration 13Q (93890.210000 sec): 3 clusters
  Score: Raw -6327002.540196 + Penalty 3519.043390 = -6323483.496806
  nChanged 1058
		SP:Iteration 14Q (93890.740000 sec): 3 clusters
  Score: Raw -6328006.430177 + Penalty 3519.043390 = -6324487.386787
  nChanged 458
		SP:Iteration 15Q (93891.210000 sec): 3 clusters
  Score: Raw -6328448.452213 + Penalty 3519.043390 = -6324929.408823
  nChanged 162
		SP:Iteration 16Q (93891.680000 sec): 3 clusters
  Score: Raw -6328631.435621 + Penalty 3519.043390 = -6325112.392231
  nChanged 68
		SP:Iteration 17Q (93892.210000 sec): 3 clusters
  Score: Raw -6328726.184834 + Penalty 3519.043390 = -6325207.141444
  nChanged 34
		SP:Iteration 18Q (93892.700000 sec): 3 clusters
  Score: Raw -6328771.229324 + Penalty 3519.043390 = -6325252.185934
  nChanged 10
		SP:Iteration 19Q (93893.170000 sec): 3 clusters
  Score: Raw -6328785.811416 + Penalty 3519.043390 = -6325266.768026
  nChanged 3
		SP:Iteration 20F (93893.680000 sec): 3 clusters
  Score: Raw -6328790.740236 + Penalty 3519.043390 = -6325271.696846
  nChanged 1
		SP:Iteration 21Q (93894.190000 sec): 3 clusters
  Score: Raw -6328792.028550 + Penalty 3519.043390 = -6325272.985160
  nChanged 0
		SP:Iteration 22F (93894.690000 sec): 3 clusters
  Score: Raw -6328792.028550 + Penalty 3519.043390 = -6325272.985160
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 119 (791 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93894.740000 sec): 2 clusters
  Score: Raw -92952.610693 + Penalty 1084.410920 = -91868.199773
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93894.760000 sec): 3 clusters
  Score: Raw -92728.925812 + Penalty 2168.821840 = -90560.103972
  nChanged 231
		SP:Iteration 1F (93894.780000 sec): 3 clusters
  Score: Raw -92947.509486 + Penalty 2168.821840 = -90778.687646
  nChanged 48
		SP:Iteration 2F (93894.800000 sec): 3 clusters
  Score: Raw -93004.942000 + Penalty 2168.821840 = -90836.120161
  nChanged 30
		SP:Iteration 3Q (93894.820000 sec): 3 clusters
  Score: Raw -93049.505478 + Penalty 2168.821840 = -90880.683638
  nChanged 19
		SP:Iteration 4Q (93894.840000 sec): 3 clusters
  Score: Raw -93075.492147 + Penalty 2168.821840 = -90906.670308
  nChanged 13
		SP:Iteration 5Q (93894.860000 sec): 3 clusters
  Score: Raw -93089.027937 + Penalty 2168.821840 = -90920.206097
  nChanged 10
		SP:Iteration 6Q (93894.880000 sec): 3 clusters
  Score: Raw -93096.221749 + Penalty 2168.821840 = -90927.399909
  nChanged 3
		SP:Iteration 7Q (93894.890000 sec): 3 clusters
  Score: Raw -93097.830740 + Penalty 2168.821840 = -90929.008900
  nChanged 1
		SP:Iteration 8Q (93894.910000 sec): 3 clusters
  Score: Raw -93099.812324 + Penalty 2168.821840 = -90930.990484
  nChanged 1
		SP:Iteration 9Q (93894.920000 sec): 3 clusters
  Score: Raw -93100.502765 + Penalty 2168.821840 = -90931.680926
  nChanged 0
		SP:Iteration 10F (93894.940000 sec): 3 clusters
  Score: Raw -93100.502765 + Penalty 2168.821840 = -90931.680926
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 120 (7001 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93895.030000 sec): 2 clusters
  Score: Raw -802422.335496 + Penalty 1438.743845 = -800983.591651
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93895.140000 sec): 3 clusters
  Score: Raw -798637.375719 + Penalty 2877.487689 = -795759.888030
  nChanged 2913
		SP:Iteration 1F (93895.260000 sec): 3 clusters
  Score: Raw -800216.094508 + Penalty 2877.487689 = -797338.606818
  nChanged 451
		SP:Iteration 2F (93895.380000 sec): 3 clusters
  Score: Raw -800451.209296 + Penalty 2877.487689 = -797573.721606
  nChanged 406
		SP:Iteration 3F (93895.490000 sec): 3 clusters
  Score: Raw -800670.936177 + Penalty 2877.487689 = -797793.448488
  nChanged 336
		SP:Iteration 4Q (93895.610000 sec): 3 clusters
  Score: Raw -800846.630699 + Penalty 2877.487689 = -797969.143009
  nChanged 305
		SP:Iteration 5Q (93895.730000 sec): 3 clusters
  Score: Raw -801006.381444 + Penalty 2877.487689 = -798128.893755
  nChanged 276
		SP:Iteration 6Q (93895.850000 sec): 3 clusters
  Score: Raw -801130.713637 + Penalty 2877.487689 = -798253.225947
  nChanged 232
		SP:Iteration 7Q (93895.970000 sec): 3 clusters
  Score: Raw -801228.715378 + Penalty 2877.487689 = -798351.227689
  nChanged 221
		SP:Iteration 8Q (93896.090000 sec): 3 clusters
  Score: Raw -801333.553069 + Penalty 2877.487689 = -798456.065380
  nChanged 196
		SP:Iteration 9Q (93896.210000 sec): 3 clusters
  Score: Raw -801421.144658 + Penalty 2877.487689 = -798543.656968
  nChanged 187
		SP:Iteration 10Q (93896.320000 sec): 3 clusters
  Score: Raw -801502.604318 + Penalty 2877.487689 = -798625.116629
  nChanged 190
		SP:Iteration 11Q (93896.440000 sec): 3 clusters
  Score: Raw -801581.902882 + Penalty 2877.487689 = -798704.415193
  nChanged 154
		SP:Iteration 12Q (93896.560000 sec): 3 clusters
  Score: Raw -801649.996416 + Penalty 2877.487689 = -798772.508726
  nChanged 159
		SP:Iteration 13Q (93896.680000 sec): 3 clusters
  Score: Raw -801706.185434 + Penalty 2877.487689 = -798828.697745
  nChanged 122
		SP:Iteration 14Q (93896.800000 sec): 3 clusters
  Score: Raw -801748.989478 + Penalty 2877.487689 = -798871.501789
  nChanged 109
		SP:Iteration 15Q (93896.920000 sec): 3 clusters
  Score: Raw -801782.596727 + Penalty 2877.487689 = -798905.109038
  nChanged 103
		SP:Iteration 16Q (93897.040000 sec): 3 clusters
  Score: Raw -801814.936679 + Penalty 2877.487689 = -798937.448990
  nChanged 84
		SP:Iteration 17Q (93897.160000 sec): 3 clusters
  Score: Raw -801842.313425 + Penalty 2877.487689 = -798964.825736
  nChanged 81
		SP:Iteration 18Q (93897.280000 sec): 3 clusters
  Score: Raw -801869.558854 + Penalty 2877.487689 = -798992.071165
  nChanged 84
		SP:Iteration 19Q (93897.400000 sec): 3 clusters
  Score: Raw -801895.124727 + Penalty 2877.487689 = -799017.637038
  nChanged 82
		SP:Iteration 20F (93897.510000 sec): 3 clusters
  Score: Raw -801916.654989 + Penalty 2877.487689 = -799039.167300
  nChanged 65
		SP:Iteration 21Q (93897.630000 sec): 3 clusters
  Score: Raw -801932.234260 + Penalty 2877.487689 = -799054.746571
  nChanged 45
		SP:Iteration 22Q (93897.750000 sec): 3 clusters
  Score: Raw -801942.058853 + Penalty 2877.487689 = -799064.571163
  nChanged 38
		SP:Iteration 23Q (93897.870000 sec): 3 clusters
  Score: Raw -801952.317274 + Penalty 2877.487689 = -799074.829585
  nChanged 42
		SP:Iteration 24Q (93897.990000 sec): 3 clusters
  Score: Raw -801963.856499 + Penalty 2877.487689 = -799086.368809
  nChanged 49
		SP:Iteration 25Q (93898.100000 sec): 3 clusters
  Score: Raw -801976.744005 + Penalty 2877.487689 = -799099.256316
  nChanged 57
		SP:Iteration 26Q (93898.220000 sec): 3 clusters
  Score: Raw -801994.696102 + Penalty 2877.487689 = -799117.208413
  nChanged 60
		SP:Iteration 27Q (93898.340000 sec): 3 clusters
  Score: Raw -802017.786006 + Penalty 2877.487689 = -799140.298317
  nChanged 80
		SP:Iteration 28Q (93898.460000 sec): 3 clusters
  Score: Raw -802045.649102 + Penalty 2877.487689 = -799168.161413
  nChanged 78
		SP:Iteration 29Q (93898.580000 sec): 3 clusters
  Score: Raw -802066.945470 + Penalty 2877.487689 = -799189.457780
  nChanged 57
		SP:Iteration 30Q (93898.700000 sec): 3 clusters
  Score: Raw -802085.515664 + Penalty 2877.487689 = -799208.027974
  nChanged 58
		SP:Iteration 31Q (93898.820000 sec): 3 clusters
  Score: Raw -802100.228591 + Penalty 2877.487689 = -799222.740901
  nChanged 44
		SP:Iteration 32Q (93898.930000 sec): 3 clusters
  Score: Raw -802108.213193 + Penalty 2877.487689 = -799230.725504
  nChanged 24
		SP:Iteration 33Q (93899.050000 sec): 3 clusters
  Score: Raw -802112.832876 + Penalty 2877.487689 = -799235.345187
  nChanged 24
		SP:Iteration 34Q (93899.170000 sec): 3 clusters
  Score: Raw -802117.868465 + Penalty 2877.487689 = -799240.380775
  nChanged 24
		SP:Iteration 35Q (93899.290000 sec): 3 clusters
  Score: Raw -802122.125151 + Penalty 2877.487689 = -799244.637461
  nChanged 21
		SP:Iteration 36Q (93899.400000 sec): 3 clusters
  Score: Raw -802125.780563 + Penalty 2877.487689 = -799248.292873
  nChanged 21
		SP:Iteration 37Q (93899.520000 sec): 3 clusters
  Score: Raw -802129.350094 + Penalty 2877.487689 = -799251.862405
  nChanged 24
		SP:Iteration 38Q (93899.640000 sec): 3 clusters
  Score: Raw -802132.909419 + Penalty 2877.487689 = -799255.421729
  nChanged 23
		SP:Iteration 39Q (93899.760000 sec): 3 clusters
  Score: Raw -802137.809177 + Penalty 2877.487689 = -799260.321487
  nChanged 27
		SP:Iteration 40F (93899.880000 sec): 3 clusters
  Score: Raw -802144.488224 + Penalty 2877.487689 = -799267.000535
  nChanged 31
		SP:Iteration 41Q (93900.000000 sec): 3 clusters
  Score: Raw -802152.209047 + Penalty 2877.487689 = -799274.721358
  nChanged 28
		SP:Iteration 42Q (93900.110000 sec): 3 clusters
  Score: Raw -802158.268865 + Penalty 2877.487689 = -799280.781176
  nChanged 27
		SP:Iteration 43Q (93900.230000 sec): 3 clusters
  Score: Raw -802163.240612 + Penalty 2877.487689 = -799285.752922
  nChanged 27
		SP:Iteration 44Q (93900.340000 sec): 3 clusters
  Score: Raw -802167.594232 + Penalty 2877.487689 = -799290.106543
  nChanged 20
		SP:Iteration 45Q (93900.460000 sec): 3 clusters
  Score: Raw -802171.258901 + Penalty 2877.487689 = -799293.771212
  nChanged 23
		SP:Iteration 46Q (93900.580000 sec): 3 clusters
  Score: Raw -802174.800107 + Penalty 2877.487689 = -799297.312418
  nChanged 22
		SP:Iteration 47Q (93900.700000 sec): 3 clusters
  Score: Raw -802178.301729 + Penalty 2877.487689 = -799300.814040
  nChanged 20
		SP:Iteration 48Q (93900.820000 sec): 3 clusters
  Score: Raw -802181.516989 + Penalty 2877.487689 = -799304.029299
  nChanged 18
		SP:Iteration 49Q (93900.930000 sec): 3 clusters
  Score: Raw -802184.444003 + Penalty 2877.487689 = -799306.956314
  nChanged 23
		SP:Iteration 50Q (93901.050000 sec): 3 clusters
  Score: Raw -802189.754648 + Penalty 2877.487689 = -799312.266958
  nChanged 27
		SP:Iteration 51Q (93901.160000 sec): 3 clusters
  Score: Raw -802195.796110 + Penalty 2877.487689 = -799318.308420
  nChanged 34
		SP:Iteration 52Q (93901.280000 sec): 3 clusters
  Score: Raw -802202.766699 + Penalty 2877.487689 = -799325.279010
  nChanged 33
		SP:Iteration 53Q (93901.400000 sec): 3 clusters
  Score: Raw -802211.350104 + Penalty 2877.487689 = -799333.862415
  nChanged 25
		SP:Iteration 54Q (93901.520000 sec): 3 clusters
  Score: Raw -802216.393130 + Penalty 2877.487689 = -799338.905441
  nChanged 25
		SP:Iteration 55Q (93901.640000 sec): 3 clusters
  Score: Raw -802221.447845 + Penalty 2877.487689 = -799343.960155
  nChanged 35
		SP:Iteration 56Q (93901.750000 sec): 3 clusters
  Score: Raw -802228.208895 + Penalty 2877.487689 = -799350.721206
  nChanged 36
		SP:Iteration 57Q (93901.870000 sec): 3 clusters
  Score: Raw -802237.263609 + Penalty 2877.487689 = -799359.775920
  nChanged 43
		SP:Iteration 58Q (93901.990000 sec): 3 clusters
  Score: Raw -802247.569759 + Penalty 2877.487689 = -799370.082070
  nChanged 36
		SP:Iteration 59Q (93902.110000 sec): 3 clusters
  Score: Raw -802256.329153 + Penalty 2877.487689 = -799378.841463
  nChanged 38
		SP:Iteration 60F (93902.230000 sec): 3 clusters
  Score: Raw -802265.509056 + Penalty 2877.487689 = -799388.021366
  nChanged 34
		SP:Iteration 61Q (93902.340000 sec): 3 clusters
  Score: Raw -802272.992822 + Penalty 2877.487689 = -799395.505133
  nChanged 22
		SP:Iteration 62Q (93902.460000 sec): 3 clusters
  Score: Raw -802278.544031 + Penalty 2877.487689 = -799401.056342
  nChanged 26
		SP:Iteration 63Q (93902.580000 sec): 3 clusters
  Score: Raw -802283.530450 + Penalty 2877.487689 = -799406.042760
  nChanged 31
		SP:Iteration 64Q (93902.700000 sec): 3 clusters
  Score: Raw -802289.629720 + Penalty 2877.487689 = -799412.142031
  nChanged 26
		SP:Iteration 65Q (93902.810000 sec): 3 clusters
  Score: Raw -802293.537587 + Penalty 2877.487689 = -799416.049898
  nChanged 22
		SP:Iteration 66Q (93902.930000 sec): 3 clusters
  Score: Raw -802297.194892 + Penalty 2877.487689 = -799419.707202
  nChanged 26
		SP:Iteration 67Q (93903.050000 sec): 3 clusters
  Score: Raw -802302.733793 + Penalty 2877.487689 = -799425.246103
  nChanged 24
		SP:Iteration 68Q (93903.170000 sec): 3 clusters
  Score: Raw -802307.988840 + Penalty 2877.487689 = -799430.501150
  nChanged 27
		SP:Iteration 69Q (93903.280000 sec): 3 clusters
  Score: Raw -802313.553613 + Penalty 2877.487689 = -799436.065924
  nChanged 21
		SP:Iteration 70Q (93903.400000 sec): 3 clusters
  Score: Raw -802317.649322 + Penalty 2877.487689 = -799440.161633
  nChanged 17
		SP:Iteration 71Q (93903.510000 sec): 3 clusters
  Score: Raw -802320.886103 + Penalty 2877.487689 = -799443.398414
  nChanged 24
		SP:Iteration 72Q (93903.630000 sec): 3 clusters
  Score: Raw -802325.384879 + Penalty 2877.487689 = -799447.897190
  nChanged 18
		SP:Iteration 73Q (93903.750000 sec): 3 clusters
  Score: Raw -802328.838860 + Penalty 2877.487689 = -799451.351171
  nChanged 10
		SP:Iteration 74Q (93903.870000 sec): 3 clusters
  Score: Raw -802330.354769 + Penalty 2877.487689 = -799452.867080
  nChanged 11
		SP:Iteration 75Q (93903.990000 sec): 3 clusters
  Score: Raw -802332.228129 + Penalty 2877.487689 = -799454.740440
  nChanged 16
		SP:Iteration 76Q (93904.100000 sec): 3 clusters
  Score: Raw -802334.888784 + Penalty 2877.487689 = -799457.401095
  nChanged 18
		SP:Iteration 77Q (93904.220000 sec): 3 clusters
  Score: Raw -802338.481080 + Penalty 2877.487689 = -799460.993390
  nChanged 25
		SP:Iteration 78Q (93904.350000 sec): 3 clusters
  Score: Raw -802343.805160 + Penalty 2877.487689 = -799466.317471
  nChanged 27
		SP:Iteration 79Q (93904.460000 sec): 3 clusters
  Score: Raw -802349.914129 + Penalty 2877.487689 = -799472.426439
  nChanged 35
		SP:Iteration 80F (93904.580000 sec): 3 clusters
  Score: Raw -802359.500729 + Penalty 2877.487689 = -799482.013040
  nChanged 39
		SP:Iteration 81Q (93904.700000 sec): 3 clusters
  Score: Raw -802368.411834 + Penalty 2877.487689 = -799490.924145
  nChanged 54
		SP:Iteration 82Q (93904.830000 sec): 3 clusters
  Score: Raw -802387.508871 + Penalty 2877.487689 = -799510.021182
  nChanged 52
		SP:Iteration 83Q (93904.940000 sec): 3 clusters
  Score: Raw -802404.150939 + Penalty 2877.487689 = -799526.663249
  nChanged 52
		SP:Iteration 84Q (93905.060000 sec): 3 clusters
  Score: Raw -802420.596783 + Penalty 2877.487689 = -799543.109093
  nChanged 48
		SP:Iteration 85Q (93905.170000 sec): 3 clusters
  Score: Raw -802432.271487 + Penalty 2877.487689 = -799554.783797
  nChanged 34
		SP:Iteration 86Q (93905.290000 sec): 3 clusters
  Score: Raw -802441.223164 + Penalty 2877.487689 = -799563.735475
  nChanged 32
		SP:Iteration 87Q (93905.410000 sec): 3 clusters
  Score: Raw -802450.699208 + Penalty 2877.487689 = -799573.211519
  nChanged 36
		SP:Iteration 88Q (93905.520000 sec): 3 clusters
  Score: Raw -802460.231046 + Penalty 2877.487689 = -799582.743357
  nChanged 25
		SP:Iteration 89Q (93905.640000 sec): 3 clusters
  Score: Raw -802468.287787 + Penalty 2877.487689 = -799590.800098
  nChanged 28
		SP:Iteration 90Q (93905.750000 sec): 3 clusters
  Score: Raw -802476.833478 + Penalty 2877.487689 = -799599.345789
  nChanged 36
		SP:Iteration 91Q (93905.870000 sec): 3 clusters
  Score: Raw -802485.283206 + Penalty 2877.487689 = -799607.795516
  nChanged 27
		SP:Iteration 92Q (93905.980000 sec): 3 clusters
  Score: Raw -802491.290300 + Penalty 2877.487689 = -799613.802611
  nChanged 30
		SP:Iteration 93Q (93906.100000 sec): 3 clusters
  Score: Raw -802497.995591 + Penalty 2877.487689 = -799620.507902
  nChanged 28
		SP:Iteration 94Q (93906.210000 sec): 3 clusters
  Score: Raw -802504.800965 + Penalty 2877.487689 = -799627.313275
  nChanged 26
		SP:Iteration 95Q (93906.330000 sec): 3 clusters
  Score: Raw -802511.475323 + Penalty 2877.487689 = -799633.987634
  nChanged 30
		SP:Iteration 96Q (93906.440000 sec): 3 clusters
  Score: Raw -802518.845771 + Penalty 2877.487689 = -799641.358081
  nChanged 21
		SP:Iteration 97Q (93906.560000 sec): 3 clusters
  Score: Raw -802523.253658 + Penalty 2877.487689 = -799645.765968
  nChanged 19
		SP:Iteration 98Q (93906.670000 sec): 3 clusters
  Score: Raw -802526.816993 + Penalty 2877.487689 = -799649.329303
  nChanged 15
		SP:Iteration 99Q (93906.790000 sec): 3 clusters
  Score: Raw -802530.419540 + Penalty 2877.487689 = -799652.931851
  nChanged 22
		SP:Iteration 100F (93906.910000 sec): 3 clusters
  Score: Raw -802535.370467 + Penalty 2877.487689 = -799657.882778
  nChanged 22
		SP:Iteration 101Q (93907.020000 sec): 3 clusters
  Score: Raw -802540.567263 + Penalty 2877.487689 = -799663.079574
  nChanged 20
		SP:Iteration 102Q (93907.280000 sec): 3 clusters
  Score: Raw -802545.235642 + Penalty 2877.487689 = -799667.747953
  nChanged 25
		SP:Iteration 103Q (93907.380000 sec): 3 clusters
  Score: Raw -802551.962710 + Penalty 2877.487689 = -799674.475020
  nChanged 19
		SP:Iteration 104Q (93907.490000 sec): 3 clusters
  Score: Raw -802556.402785 + Penalty 2877.487689 = -799678.915096
  nChanged 16
		SP:Iteration 105Q (93907.600000 sec): 3 clusters
  Score: Raw -802560.196074 + Penalty 2877.487689 = -799682.708385
  nChanged 18
		SP:Iteration 106Q (93907.710000 sec): 3 clusters
  Score: Raw -802564.487923 + Penalty 2877.487689 = -799687.000234
  nChanged 17
		SP:Iteration 107Q (93907.830000 sec): 3 clusters
  Score: Raw -802568.439799 + Penalty 2877.487689 = -799690.952109
  nChanged 18
		SP:Iteration 108Q (93907.940000 sec): 3 clusters
  Score: Raw -802572.600140 + Penalty 2877.487689 = -799695.112450
  nChanged 10
		SP:Iteration 109Q (93908.050000 sec): 3 clusters
  Score: Raw -802575.289142 + Penalty 2877.487689 = -799697.801453
  nChanged 14
		SP:Iteration 110Q (93908.170000 sec): 3 clusters
  Score: Raw -802578.313165 + Penalty 2877.487689 = -799700.825476
  nChanged 16
		SP:Iteration 111Q (93908.280000 sec): 3 clusters
  Score: Raw -802584.110571 + Penalty 2877.487689 = -799706.622882
  nChanged 19
		SP:Iteration 112Q (93908.390000 sec): 3 clusters
  Score: Raw -802588.772353 + Penalty 2877.487689 = -799711.284664
  nChanged 16
		SP:Iteration 113Q (93908.510000 sec): 3 clusters
  Score: Raw -802591.834760 + Penalty 2877.487689 = -799714.347070
  nChanged 8
		SP:Iteration 114Q (93908.620000 sec): 3 clusters
  Score: Raw -802593.383652 + Penalty 2877.487689 = -799715.895963
  nChanged 7
		SP:Iteration 115Q (93908.730000 sec): 3 clusters
  Score: Raw -802594.159772 + Penalty 2877.487689 = -799716.672082
  nChanged 5
		SP:Iteration 116Q (93908.850000 sec): 3 clusters
  Score: Raw -802594.603166 + Penalty 2877.487689 = -799717.115476
  nChanged 7
		SP:Iteration 117Q (93908.970000 sec): 3 clusters
  Score: Raw -802595.385476 + Penalty 2877.487689 = -799717.897787
  nChanged 3
		SP:Iteration 118Q (93909.080000 sec): 3 clusters
  Score: Raw -802595.781412 + Penalty 2877.487689 = -799718.293723
  nChanged 0
		SP:Iteration 119F (93909.200000 sec): 3 clusters
  Score: Raw -802595.781412 + Penalty 2877.487689 = -799718.293723
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 121 (1509 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93909.270000 sec): 2 clusters
  Score: Raw -173796.148802 + Penalty 1189.370400 = -172606.778403
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93909.300000 sec): 3 clusters
  Score: Raw -173252.087188 + Penalty 2378.740799 = -170873.346389
  nChanged 509
		SP:Iteration 1F (93909.330000 sec): 3 clusters
  Score: Raw -173630.282293 + Penalty 2378.740799 = -171251.541494
  nChanged 123
		SP:Iteration 2F (93909.360000 sec): 3 clusters
  Score: Raw -173727.246205 + Penalty 2378.740799 = -171348.505406
  nChanged 65
		SP:Iteration 3Q (93909.390000 sec): 3 clusters
  Score: Raw -173785.168132 + Penalty 2378.740799 = -171406.427332
  nChanged 41
		SP:Iteration 4Q (93909.410000 sec): 3 clusters
  Score: Raw -173840.341731 + Penalty 2378.740799 = -171461.600932
  nChanged 47
		SP:Iteration 5Q (93909.440000 sec): 3 clusters
  Score: Raw -173884.191505 + Penalty 2378.740799 = -171505.450706
  nChanged 47
		SP:Iteration 6Q (93909.470000 sec): 3 clusters
  Score: Raw -173934.407810 + Penalty 2378.740799 = -171555.667011
  nChanged 40
		SP:Iteration 7Q (93909.500000 sec): 3 clusters
  Score: Raw -173975.467003 + Penalty 2378.740799 = -171596.726204
  nChanged 42
		SP:Iteration 8Q (93909.530000 sec): 3 clusters
  Score: Raw -174016.059358 + Penalty 2378.740799 = -171637.318559
  nChanged 34
		SP:Iteration 9Q (93909.550000 sec): 3 clusters
  Score: Raw -174059.285552 + Penalty 2378.740799 = -171680.544753
  nChanged 36
		SP:Iteration 10Q (93909.580000 sec): 3 clusters
  Score: Raw -174097.744511 + Penalty 2378.740799 = -171719.003711
  nChanged 32
		SP:Iteration 11Q (93909.610000 sec): 3 clusters
  Score: Raw -174133.784881 + Penalty 2378.740799 = -171755.044081
  nChanged 36
		SP:Iteration 12Q (93909.640000 sec): 3 clusters
  Score: Raw -174164.377376 + Penalty 2378.740799 = -171785.636577
  nChanged 26
		SP:Iteration 13Q (93909.660000 sec): 3 clusters
  Score: Raw -174191.603447 + Penalty 2378.740799 = -171812.862648
  nChanged 20
		SP:Iteration 14Q (93909.690000 sec): 3 clusters
  Score: Raw -174213.282683 + Penalty 2378.740799 = -171834.541884
  nChanged 20
		SP:Iteration 15Q (93909.720000 sec): 3 clusters
  Score: Raw -174227.602356 + Penalty 2378.740799 = -171848.861557
  nChanged 8
		SP:Iteration 16Q (93909.750000 sec): 3 clusters
  Score: Raw -174233.388224 + Penalty 2378.740799 = -171854.647425
  nChanged 10
		SP:Iteration 17Q (93909.770000 sec): 3 clusters
  Score: Raw -174240.026383 + Penalty 2378.740799 = -171861.285584
  nChanged 9
		SP:Iteration 18Q (93909.800000 sec): 3 clusters
  Score: Raw -174245.446005 + Penalty 2378.740799 = -171866.705206
  nChanged 9
		SP:Iteration 19Q (93909.830000 sec): 3 clusters
  Score: Raw -174248.660598 + Penalty 2378.740799 = -171869.919799
  nChanged 4
		SP:Iteration 20F (93909.860000 sec): 3 clusters
  Score: Raw -174252.542062 + Penalty 2378.740799 = -171873.801263
  nChanged 2
		SP:Iteration 21Q (93909.890000 sec): 3 clusters
  Score: Raw -174253.297081 + Penalty 2378.740799 = -171874.556282
  nChanged 1
		SP:Iteration 22Q (93909.910000 sec): 3 clusters
  Score: Raw -174253.802636 + Penalty 2378.740799 = -171875.061837
  nChanged 0
		SP:Iteration 23F (93909.940000 sec): 3 clusters
  Score: Raw -174253.802636 + Penalty 2378.740799 = -171875.061837
  nChanged 0
Iteration 299Q (94237.400000 sec): 122 clusters
  Score: Raw -119177375.471447 + Penalty 272294.388019 = -118905081.083427
  nChanged 136
Iteration 300F (94670.760000 sec): 122 clusters
  Score: Raw -119177391.599604 + Penalty 272294.388019 = -118905097.211585
  nChanged 126
Iteration 301Q (94976.080000 sec): 122 clusters
  Score: Raw -119177407.305880 + Penalty 272294.388019 = -118905112.917861
  nChanged 138
Iteration 302Q (95282.230000 sec): 122 clusters
  Score: Raw -119177420.480892 + Penalty 272294.388019 = -118905126.092872
  nChanged 118
Iteration 303Q (95587.400000 sec): 122 clusters
  Score: Raw -119177432.471892 + Penalty 272294.388019 = -118905138.083873
  nChanged 89
Iteration 304Q (95892.720000 sec): 122 clusters
  Score: Raw -119177442.958390 + Penalty 272294.388019 = -118905148.570370
  nChanged 106
Iteration 305Q (96197.760000 sec): 122 clusters
  Score: Raw -119177454.273173 + Penalty 272294.388019 = -118905159.885154
  nChanged 111
Iteration 306Q (96503.930000 sec): 122 clusters
  Score: Raw -119177465.776039 + Penalty 272294.388019 = -118905171.388019
  nChanged 88
Iteration 307Q (96809.950000 sec): 122 clusters
  Score: Raw -119177474.809969 + Penalty 272294.388019 = -118905180.421950
  nChanged 88
Iteration 308Q (97115.250000 sec): 122 clusters
  Score: Raw -119177484.380008 + Penalty 272294.388019 = -118905189.991989
  nChanged 87
Iteration 309Q (97421.350000 sec): 122 clusters
  Score: Raw -119177491.754252 + Penalty 272294.388019 = -118905197.366232
  nChanged 74
Iteration 310Q (97727.510000 sec): 122 clusters
  Score: Raw -119177497.025033 + Penalty 272294.388019 = -118905202.637013
  nChanged 53
Iteration 311Q (98032.890000 sec): 122 clusters
  Score: Raw -119177500.215691 + Penalty 272294.388019 = -118905205.827672
  nChanged 43
Iteration 312Q (98339.010000 sec): 122 clusters
  Score: Raw -119177502.487033 + Penalty 272294.388019 = -118905208.099013
  nChanged 23
Iteration 313Q (98645.020000 sec): 122 clusters
  Score: Raw -119177504.225134 + Penalty 272294.388019 = -118905209.837115
  nChanged 27
Iteration 314Q (98950.310000 sec): 122 clusters
  Score: Raw -119177506.234391 + Penalty 272294.388019 = -118905211.846372
  nChanged 23
Iteration 315Q (99255.680000 sec): 122 clusters
  Score: Raw -119177508.805348 + Penalty 272294.388019 = -118905214.417329
  nChanged 25
Iteration 316Q (99559.860000 sec): 122 clusters
  Score: Raw -119177512.285805 + Penalty 272294.388019 = -118905217.897786
  nChanged 21
Iteration 317Q (99864.950000 sec): 122 clusters
  Score: Raw -119177514.464475 + Penalty 272294.388019 = -118905220.076456
  nChanged 20
Iteration 318Q (100169.860000 sec): 122 clusters
  Score: Raw -119177515.752239 + Penalty 272294.388019 = -118905221.364220
  nChanged 21
Iteration 319Q (100475.170000 sec): 122 clusters
  Score: Raw -119177517.694578 + Penalty 272294.388019 = -118905223.306559
  nChanged 23
Iteration 320F (100906.950000 sec): 122 clusters
  Score: Raw -119177519.532395 + Penalty 272294.388019 = -118905225.144376
  nChanged 26
Iteration 321Q (101213.850000 sec): 122 clusters
  Score: Raw -119177521.549819 + Penalty 272294.388019 = -118905227.161800
  nChanged 19
Iteration 322Q (101519.800000 sec): 122 clusters
  Score: Raw -119177522.815931 + Penalty 272294.388019 = -118905228.427912
  nChanged 13
Iteration 323Q (101826.340000 sec): 122 clusters
  Score: Raw -119177523.921581 + Penalty 272294.388019 = -118905229.533561
  nChanged 9
Iteration 324Q (102132.010000 sec): 122 clusters
  Score: Raw -119177524.321522 + Penalty 272294.388019 = -118905229.933503
  nChanged 10
Iteration 325Q (102438.050000 sec): 122 clusters
  Score: Raw -119177524.777121 + Penalty 272294.388019 = -118905230.389101
  nChanged 9
Iteration 326Q (102744.560000 sec): 122 clusters
  Score: Raw -119177525.247979 + Penalty 272294.388019 = -118905230.859959
  nChanged 5
Iteration 327Q (103051.410000 sec): 122 clusters
  Score: Raw -119177525.659749 + Penalty 272294.388019 = -118905231.271729
  nChanged 6
Iteration 328Q (103356.830000 sec): 122 clusters
  Score: Raw -119177525.918358 + Penalty 272294.388019 = -118905231.530338
  nChanged 5
Iteration 329Q (103663.570000 sec): 122 clusters
  Score: Raw -119177526.058249 + Penalty 272294.388019 = -118905231.670229
  nChanged 7
Iteration 330Q (103970.170000 sec): 122 clusters
  Score: Raw -119177526.350224 + Penalty 272294.388019 = -118905231.962204
  nChanged 1
Iteration 331Q (104276.960000 sec): 122 clusters
  Score: Raw -119177526.381945 + Penalty 272294.388019 = -118905231.993925
  nChanged 0
Iteration 332F (104709.060000 sec): 122 clusters
  Score: Raw -119177526.381945 + Penalty 272294.388019 = -118905231.993925
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.
Compute initial score before splitting:   Score: Raw -119177526.381945 + Penalty 272294.388019 = -118905231.993925
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 1 (6136 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104709.660000 sec): 2 clusters
  Score: Raw -693749.451861 + Penalty 1417.313356 = -692332.138506
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104709.780000 sec): 3 clusters
  Score: Raw -690436.731621 + Penalty 2834.626711 = -687602.104910
  nChanged 2576
		SP:Iteration 1F (104709.880000 sec): 3 clusters
  Score: Raw -692004.679397 + Penalty 2834.626711 = -689170.052686
  nChanged 554
		SP:Iteration 2F (104709.970000 sec): 3 clusters
  Score: Raw -692429.888572 + Penalty 2834.626711 = -689595.261860
  nChanged 451
		SP:Iteration 3F (104710.070000 sec): 3 clusters
  Score: Raw -692715.222225 + Penalty 2834.626711 = -689880.595513
  nChanged 359
		SP:Iteration 4F (104710.170000 sec): 3 clusters
  Score: Raw -692923.917454 + Penalty 2834.626711 = -690089.290742
  nChanged 280
		SP:Iteration 5Q (104710.270000 sec): 3 clusters
  Score: Raw -693077.705389 + Penalty 2834.626711 = -690243.078678
  nChanged 242
		SP:Iteration 6Q (104710.370000 sec): 3 clusters
  Score: Raw -693194.846529 + Penalty 2834.626711 = -690360.219818
  nChanged 179
		SP:Iteration 7Q (104710.470000 sec): 3 clusters
  Score: Raw -693272.762875 + Penalty 2834.626711 = -690438.136164
  nChanged 154
		SP:Iteration 8Q (104710.570000 sec): 3 clusters
  Score: Raw -693343.929268 + Penalty 2834.626711 = -690509.302557
  nChanged 126
		SP:Iteration 9Q (104710.660000 sec): 3 clusters
  Score: Raw -693400.465169 + Penalty 2834.626711 = -690565.838457
  nChanged 96
		SP:Iteration 10Q (104710.760000 sec): 3 clusters
  Score: Raw -693440.399282 + Penalty 2834.626711 = -690605.772570
  nChanged 86
		SP:Iteration 11Q (104710.860000 sec): 3 clusters
  Score: Raw -693477.541604 + Penalty 2834.626711 = -690642.914893
  nChanged 73
		SP:Iteration 12Q (104710.960000 sec): 3 clusters
  Score: Raw -693511.874344 + Penalty 2834.626711 = -690677.247633
  nChanged 72
		SP:Iteration 13Q (104711.060000 sec): 3 clusters
  Score: Raw -693545.519481 + Penalty 2834.626711 = -690710.892769
  nChanged 79
		SP:Iteration 14Q (104711.160000 sec): 3 clusters
  Score: Raw -693578.287821 + Penalty 2834.626711 = -690743.661109
  nChanged 69
		SP:Iteration 15Q (104711.260000 sec): 3 clusters
  Score: Raw -693603.366680 + Penalty 2834.626711 = -690768.739968
  nChanged 58
		SP:Iteration 16Q (104711.360000 sec): 3 clusters
  Score: Raw -693621.321737 + Penalty 2834.626711 = -690786.695025
  nChanged 50
		SP:Iteration 17Q (104711.450000 sec): 3 clusters
  Score: Raw -693640.509001 + Penalty 2834.626711 = -690805.882289
  nChanged 53
		SP:Iteration 18Q (104711.550000 sec): 3 clusters
  Score: Raw -693663.597069 + Penalty 2834.626711 = -690828.970357
  nChanged 47
		SP:Iteration 19Q (104711.650000 sec): 3 clusters
  Score: Raw -693684.512603 + Penalty 2834.626711 = -690849.885892
  nChanged 54
		SP:Iteration 20F (104711.750000 sec): 3 clusters
  Score: Raw -693710.566610 + Penalty 2834.626711 = -690875.939899
  nChanged 58
		SP:Iteration 21Q (104711.850000 sec): 3 clusters
  Score: Raw -693734.034837 + Penalty 2834.626711 = -690899.408125
  nChanged 55
		SP:Iteration 22Q (104711.940000 sec): 3 clusters
  Score: Raw -693759.369107 + Penalty 2834.626711 = -690924.742396
  nChanged 63
		SP:Iteration 23Q (104712.040000 sec): 3 clusters
  Score: Raw -693787.206453 + Penalty 2834.626711 = -690952.579741
  nChanged 56
		SP:Iteration 24Q (104712.140000 sec): 3 clusters
  Score: Raw -693812.224053 + Penalty 2834.626711 = -690977.597342
  nChanged 50
		SP:Iteration 25Q (104712.240000 sec): 3 clusters
  Score: Raw -693833.124521 + Penalty 2834.626711 = -690998.497809
  nChanged 51
		SP:Iteration 26Q (104712.330000 sec): 3 clusters
  Score: Raw -693854.646354 + Penalty 2834.626711 = -691020.019643
  nChanged 48
		SP:Iteration 27Q (104712.430000 sec): 3 clusters
  Score: Raw -693873.660523 + Penalty 2834.626711 = -691039.033811
  nChanged 33
		SP:Iteration 28Q (104712.520000 sec): 3 clusters
  Score: Raw -693889.078338 + Penalty 2834.626711 = -691054.451627
  nChanged 38
		SP:Iteration 29Q (104712.620000 sec): 3 clusters
  Score: Raw -693912.486163 + Penalty 2834.626711 = -691077.859452
  nChanged 33
		SP:Iteration 30Q (104712.720000 sec): 3 clusters
  Score: Raw -693930.384554 + Penalty 2834.626711 = -691095.757842
  nChanged 27
		SP:Iteration 31Q (104712.810000 sec): 3 clusters
  Score: Raw -693943.855057 + Penalty 2834.626711 = -691109.228345
  nChanged 25
		SP:Iteration 32Q (104712.910000 sec): 3 clusters
  Score: Raw -693955.641442 + Penalty 2834.626711 = -691121.014731
  nChanged 26
		SP:Iteration 33Q (104713.000000 sec): 3 clusters
  Score: Raw -693968.829234 + Penalty 2834.626711 = -691134.202522
  nChanged 28
		SP:Iteration 34Q (104713.100000 sec): 3 clusters
  Score: Raw -693982.725979 + Penalty 2834.626711 = -691148.099267
  nChanged 23
		SP:Iteration 35Q (104713.190000 sec): 3 clusters
  Score: Raw -693991.931594 + Penalty 2834.626711 = -691157.304882
  nChanged 16
		SP:Iteration 36Q (104713.290000 sec): 3 clusters
  Score: Raw -693999.392312 + Penalty 2834.626711 = -691164.765601
  nChanged 15
		SP:Iteration 37Q (104713.380000 sec): 3 clusters
  Score: Raw -694008.901920 + Penalty 2834.626711 = -691174.275208
  nChanged 17
		SP:Iteration 38Q (104713.480000 sec): 3 clusters
  Score: Raw -694016.044694 + Penalty 2834.626711 = -691181.417982
  nChanged 14
		SP:Iteration 39Q (104713.570000 sec): 3 clusters
  Score: Raw -694021.727994 + Penalty 2834.626711 = -691187.101283
  nChanged 13
		SP:Iteration 40F (104713.670000 sec): 3 clusters
  Score: Raw -694029.216276 + Penalty 2834.626711 = -691194.589564
  nChanged 15
		SP:Iteration 41Q (104713.770000 sec): 3 clusters
  Score: Raw -694034.947133 + Penalty 2834.626711 = -691200.320422
  nChanged 13
		SP:Iteration 42Q (104713.860000 sec): 3 clusters
  Score: Raw -694040.860884 + Penalty 2834.626711 = -691206.234173
  nChanged 10
		SP:Iteration 43Q (104713.950000 sec): 3 clusters
  Score: Raw -694046.348303 + Penalty 2834.626711 = -691211.721592
  nChanged 12
		SP:Iteration 44Q (104714.050000 sec): 3 clusters
  Score: Raw -694053.983102 + Penalty 2834.626711 = -691219.356390
  nChanged 18
		SP:Iteration 45Q (104714.140000 sec): 3 clusters
  Score: Raw -694064.181399 + Penalty 2834.626711 = -691229.554688
  nChanged 13
		SP:Iteration 46Q (104714.240000 sec): 3 clusters
  Score: Raw -694070.751249 + Penalty 2834.626711 = -691236.124538
  nChanged 11
		SP:Iteration 47Q (104714.330000 sec): 3 clusters
  Score: Raw -694074.423368 + Penalty 2834.626711 = -691239.796656
  nChanged 5
		SP:Iteration 48Q (104714.430000 sec): 3 clusters
  Score: Raw -694077.511384 + Penalty 2834.626711 = -691242.884673
  nChanged 7
		SP:Iteration 49Q (104714.520000 sec): 3 clusters
  Score: Raw -694080.098527 + Penalty 2834.626711 = -691245.471816
  nChanged 3
		SP:Iteration 50Q (104714.610000 sec): 3 clusters
  Score: Raw -694081.211751 + Penalty 2834.626711 = -691246.585039
  nChanged 2
		SP:Iteration 51Q (104714.710000 sec): 3 clusters
  Score: Raw -694082.977982 + Penalty 2834.626711 = -691248.351270
  nChanged 2
		SP:Iteration 52Q (104714.800000 sec): 3 clusters
  Score: Raw -694083.411248 + Penalty 2834.626711 = -691248.784536
  nChanged 1
		SP:Iteration 53Q (104714.890000 sec): 3 clusters
  Score: Raw -694083.721913 + Penalty 2834.626711 = -691249.095202
  nChanged 1
		SP:Iteration 54Q (104714.990000 sec): 3 clusters
  Score: Raw -694083.936880 + Penalty 2834.626711 = -691249.310168
  nChanged 1
		SP:Iteration 55Q (104715.080000 sec): 3 clusters
  Score: Raw -694084.026696 + Penalty 2834.626711 = -691249.399984
  nChanged 2
		SP:Iteration 56Q (104715.180000 sec): 3 clusters
  Score: Raw -694084.694741 + Penalty 2834.626711 = -691250.068030
  nChanged 2
		SP:Iteration 57Q (104715.280000 sec): 3 clusters
  Score: Raw -694085.737698 + Penalty 2834.626711 = -691251.110986
  nChanged 1
		SP:Iteration 58Q (104715.370000 sec): 3 clusters
  Score: Raw -694086.253949 + Penalty 2834.626711 = -691251.627237
  nChanged 2
		SP:Iteration 59Q (104715.470000 sec): 3 clusters
  Score: Raw -694086.605300 + Penalty 2834.626711 = -691251.978589
  nChanged 3
		SP:Iteration 60F (104715.570000 sec): 3 clusters
  Score: Raw -694087.998380 + Penalty 2834.626711 = -691253.371668
  nChanged 4
		SP:Iteration 61Q (104715.670000 sec): 3 clusters
  Score: Raw -694089.822656 + Penalty 2834.626711 = -691255.195945
  nChanged 5
		SP:Iteration 62Q (104715.760000 sec): 3 clusters
  Score: Raw -694092.382253 + Penalty 2834.626711 = -691257.755541
  nChanged 8
		SP:Iteration 63Q (104715.860000 sec): 3 clusters
  Score: Raw -694096.713079 + Penalty 2834.626711 = -691262.086367
  nChanged 8
		SP:Iteration 64Q (104715.960000 sec): 3 clusters
  Score: Raw -694100.151574 + Penalty 2834.626711 = -691265.524863
  nChanged 9
		SP:Iteration 65Q (104716.050000 sec): 3 clusters
  Score: Raw -694105.237477 + Penalty 2834.626711 = -691270.610766
  nChanged 8
		SP:Iteration 66Q (104716.150000 sec): 3 clusters
  Score: Raw -694107.697324 + Penalty 2834.626711 = -691273.070612
  nChanged 4
		SP:Iteration 67Q (104716.240000 sec): 3 clusters
  Score: Raw -694110.511845 + Penalty 2834.626711 = -691275.885134
  nChanged 8
		SP:Iteration 68Q (104716.340000 sec): 3 clusters
  Score: Raw -694114.105949 + Penalty 2834.626711 = -691279.479237
  nChanged 3
		SP:Iteration 69Q (104716.430000 sec): 3 clusters
  Score: Raw -694115.508413 + Penalty 2834.626711 = -691280.881701
  nChanged 4
		SP:Iteration 70Q (104716.530000 sec): 3 clusters
  Score: Raw -694117.084041 + Penalty 2834.626711 = -691282.457330
  nChanged 5
		SP:Iteration 71Q (104716.620000 sec): 3 clusters
  Score: Raw -694119.139997 + Penalty 2834.626711 = -691284.513285
  nChanged 7
		SP:Iteration 72Q (104716.720000 sec): 3 clusters
  Score: Raw -694120.781971 + Penalty 2834.626711 = -691286.155259
  nChanged 3
		SP:Iteration 73Q (104716.810000 sec): 3 clusters
  Score: Raw -694121.481256 + Penalty 2834.626711 = -691286.854544
  nChanged 0
		SP:Iteration 74F (104716.910000 sec): 3 clusters
  Score: Raw -694121.481256 + Penalty 2834.626711 = -691286.854544
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 2 (2615 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104716.980000 sec): 2 clusters
  Score: Raw -312612.420246 + Penalty 1278.715649 = -311333.704597
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104717.030000 sec): 3 clusters
  Score: Raw -311434.214507 + Penalty 2557.431297 = -308876.783209
  nChanged 987
		SP:Iteration 1F (104717.080000 sec): 3 clusters
  Score: Raw -312155.645499 + Penalty 2557.431297 = -309598.214202
  nChanged 253
		SP:Iteration 2F (104717.130000 sec): 3 clusters
  Score: Raw -312409.920160 + Penalty 2557.431297 = -309852.488862
  nChanged 182
		SP:Iteration 3F (104717.180000 sec): 3 clusters
  Score: Raw -312617.074180 + Penalty 2557.431297 = -310059.642883
  nChanged 159
		SP:Iteration 4F (104717.230000 sec): 3 clusters
  Score: Raw -312793.368551 + Penalty 2557.431297 = -310235.937254
  nChanged 127
		SP:Iteration 5Q (104717.270000 sec): 3 clusters
  Score: Raw -312933.444992 + Penalty 2557.431297 = -310376.013695
  nChanged 108
		SP:Iteration 6Q (104717.320000 sec): 3 clusters
  Score: Raw -313058.479227 + Penalty 2557.431297 = -310501.047929
  nChanged 99
		SP:Iteration 7Q (104717.370000 sec): 3 clusters
  Score: Raw -313189.261673 + Penalty 2557.431297 = -310631.830376
  nChanged 108
		SP:Iteration 8Q (104717.410000 sec): 3 clusters
  Score: Raw -313322.243986 + Penalty 2557.431297 = -310764.812689
  nChanged 106
		SP:Iteration 9Q (104717.460000 sec): 3 clusters
  Score: Raw -313492.319965 + Penalty 2557.431297 = -310934.888668
  nChanged 97
		SP:Iteration 10Q (104717.510000 sec): 3 clusters
  Score: Raw -313660.367387 + Penalty 2557.431297 = -311102.936089
  nChanged 89
		SP:Iteration 11Q (104717.550000 sec): 3 clusters
  Score: Raw -313825.333273 + Penalty 2557.431297 = -311267.901976
  nChanged 62
		SP:Iteration 12Q (104717.600000 sec): 3 clusters
  Score: Raw -313917.511888 + Penalty 2557.431297 = -311360.080591
  nChanged 28
		SP:Iteration 13Q (104717.640000 sec): 3 clusters
  Score: Raw -313945.352121 + Penalty 2557.431297 = -311387.920823
  nChanged 11
		SP:Iteration 14Q (104717.690000 sec): 3 clusters
  Score: Raw -313953.144891 + Penalty 2557.431297 = -311395.713593
  nChanged 7
		SP:Iteration 15Q (104717.730000 sec): 3 clusters
  Score: Raw -313956.206485 + Penalty 2557.431297 = -311398.775188
  nChanged 0
		SP:Iteration 16F (104717.780000 sec): 3 clusters
  Score: Raw -313956.206485 + Penalty 2557.431297 = -311398.775188
  nChanged 0
  Score: Raw -119178870.168184 + Penalty 274544.754863 = -118904325.413321

Splitting cluster 2 changes total score from -118905231.993925 to -118904325.413321

 So it's not getting split.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 3 (21698 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105082.920000 sec): 2 clusters
  Score: Raw -2503945.681397 + Penalty 1622.558498 = -2502323.122900
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105083.210000 sec): 3 clusters
  Score: Raw -2490676.695636 + Penalty 3245.116995 = -2487431.578641
  nChanged 9897
		SP:Iteration 1F (105083.470000 sec): 3 clusters
  Score: Raw -2496331.484463 + Penalty 3245.116995 = -2493086.367468
  nChanged 1183
		SP:Iteration 2F (105083.710000 sec): 3 clusters
  Score: Raw -2496855.241745 + Penalty 3245.116995 = -2493610.124750
  nChanged 1149
		SP:Iteration 3F (105083.990000 sec): 3 clusters
  Score: Raw -2497415.360822 + Penalty 3245.116995 = -2494170.243827
  nChanged 1138
		SP:Iteration 4F (105084.270000 sec): 3 clusters
  Score: Raw -2498012.860701 + Penalty 3245.116995 = -2494767.743706
  nChanged 1165
		SP:Iteration 5F (105084.510000 sec): 3 clusters
  Score: Raw -2498651.583501 + Penalty 3245.116995 = -2495406.466506
  nChanged 1134
		SP:Iteration 6F (105084.790000 sec): 3 clusters
  Score: Raw -2499330.102300 + Penalty 3245.116995 = -2496084.985304
  nChanged 1112
		SP:Iteration 7F (105085.070000 sec): 3 clusters
  Score: Raw -2499968.571666 + Penalty 3245.116995 = -2496723.454671
  nChanged 1022
		SP:Iteration 8Q (105085.350000 sec): 3 clusters
  Score: Raw -2500497.676160 + Penalty 3245.116995 = -2497252.559165
  nChanged 887
		SP:Iteration 9Q (105085.620000 sec): 3 clusters
  Score: Raw -2500903.164916 + Penalty 3245.116995 = -2497658.047920
  nChanged 669
		SP:Iteration 10Q (105085.900000 sec): 3 clusters
  Score: Raw -2501163.284890 + Penalty 3245.116995 = -2497918.167895
  nChanged 517
		SP:Iteration 11Q (105086.170000 sec): 3 clusters
  Score: Raw -2501311.161829 + Penalty 3245.116995 = -2498066.044834
  nChanged 381
		SP:Iteration 12Q (105086.450000 sec): 3 clusters
  Score: Raw -2501415.415719 + Penalty 3245.116995 = -2498170.298724
  nChanged 314
		SP:Iteration 13Q (105086.720000 sec): 3 clusters
  Score: Raw -2501484.465807 + Penalty 3245.116995 = -2498239.348812
  nChanged 248
		SP:Iteration 14Q (105087.000000 sec): 3 clusters
  Score: Raw -2501538.020601 + Penalty 3245.116995 = -2498292.903606
  nChanged 233
		SP:Iteration 15Q (105087.270000 sec): 3 clusters
  Score: Raw -2501587.685935 + Penalty 3245.116995 = -2498342.568940
  nChanged 217
		SP:Iteration 16Q (105087.540000 sec): 3 clusters
  Score: Raw -2501629.591280 + Penalty 3245.116995 = -2498384.474285
  nChanged 178
		SP:Iteration 17Q (105087.790000 sec): 3 clusters
  Score: Raw -2501663.917768 + Penalty 3245.116995 = -2498418.800773
  nChanged 185
		SP:Iteration 18Q (105088.060000 sec): 3 clusters
  Score: Raw -2501699.573217 + Penalty 3245.116995 = -2498454.456222
  nChanged 189
		SP:Iteration 19Q (105088.340000 sec): 3 clusters
  Score: Raw -2501737.007926 + Penalty 3245.116995 = -2498491.890931
  nChanged 206
		SP:Iteration 20F (105088.620000 sec): 3 clusters
  Score: Raw -2501783.330812 + Penalty 3245.116995 = -2498538.213817
  nChanged 244
		SP:Iteration 21Q (105088.890000 sec): 3 clusters
  Score: Raw -2501850.812468 + Penalty 3245.116995 = -2498605.695473
  nChanged 281
		SP:Iteration 22Q (105089.160000 sec): 3 clusters
  Score: Raw -2501929.303989 + Penalty 3245.116995 = -2498684.186994
  nChanged 286
		SP:Iteration 23Q (105089.440000 sec): 3 clusters
  Score: Raw -2502014.129229 + Penalty 3245.116995 = -2498769.012234
  nChanged 308
		SP:Iteration 24Q (105089.700000 sec): 3 clusters
  Score: Raw -2502115.057239 + Penalty 3245.116995 = -2498869.940244
  nChanged 332
		SP:Iteration 25Q (105089.960000 sec): 3 clusters
  Score: Raw -2502218.535770 + Penalty 3245.116995 = -2498973.418775
  nChanged 323
		SP:Iteration 26Q (105090.190000 sec): 3 clusters
  Score: Raw -2502326.922733 + Penalty 3245.116995 = -2499081.805738
  nChanged 343
		SP:Iteration 27Q (105090.420000 sec): 3 clusters
  Score: Raw -2502449.362957 + Penalty 3245.116995 = -2499204.245962
  nChanged 359
		SP:Iteration 28Q (105090.650000 sec): 3 clusters
  Score: Raw -2502570.300481 + Penalty 3245.116995 = -2499325.183486
  nChanged 328
		SP:Iteration 29Q (105090.910000 sec): 3 clusters
  Score: Raw -2502687.077648 + Penalty 3245.116995 = -2499441.960653
  nChanged 359
		SP:Iteration 30Q (105091.140000 sec): 3 clusters
  Score: Raw -2502818.419623 + Penalty 3245.116995 = -2499573.302628
  nChanged 337
		SP:Iteration 31Q (105091.390000 sec): 3 clusters
  Score: Raw -2502936.822361 + Penalty 3245.116995 = -2499691.705365
  nChanged 325
		SP:Iteration 32Q (105091.620000 sec): 3 clusters
  Score: Raw -2503055.955038 + Penalty 3245.116995 = -2499810.838043
  nChanged 314
		SP:Iteration 33Q (105091.880000 sec): 3 clusters
  Score: Raw -2503165.235363 + Penalty 3245.116995 = -2499920.118368
  nChanged 305
		SP:Iteration 34Q (105092.150000 sec): 3 clusters
  Score: Raw -2503270.729544 + Penalty 3245.116995 = -2500025.612549
  nChanged 306
		SP:Iteration 35Q (105092.370000 sec): 3 clusters
  Score: Raw -2503376.513417 + Penalty 3245.116995 = -2500131.396422
  nChanged 289
		SP:Iteration 36Q (105092.620000 sec): 3 clusters
  Score: Raw -2503485.865543 + Penalty 3245.116995 = -2500240.748548
  nChanged 268
		SP:Iteration 37Q (105092.840000 sec): 3 clusters
  Score: Raw -2503576.268372 + Penalty 3245.116995 = -2500331.151377
  nChanged 249
		SP:Iteration 38Q (105093.100000 sec): 3 clusters
  Score: Raw -2503664.185081 + Penalty 3245.116995 = -2500419.068086
  nChanged 232
		SP:Iteration 39Q (105093.340000 sec): 3 clusters
  Score: Raw -2503741.837689 + Penalty 3245.116995 = -2500496.720694
  nChanged 215
		SP:Iteration 40F (105093.580000 sec): 3 clusters
  Score: Raw -2503823.732526 + Penalty 3245.116995 = -2500578.615531
  nChanged 210
		SP:Iteration 41Q (105093.810000 sec): 3 clusters
  Score: Raw -2503896.830918 + Penalty 3245.116995 = -2500651.713923
  nChanged 194
		SP:Iteration 42Q (105094.070000 sec): 3 clusters
  Score: Raw -2503958.477783 + Penalty 3245.116995 = -2500713.360788
  nChanged 164
		SP:Iteration 43Q (105094.330000 sec): 3 clusters
  Score: Raw -2504005.058570 + Penalty 3245.116995 = -2500759.941575
  nChanged 150
		SP:Iteration 44Q (105094.550000 sec): 3 clusters
  Score: Raw -2504048.460415 + Penalty 3245.116995 = -2500803.343420
  nChanged 136
		SP:Iteration 45Q (105094.800000 sec): 3 clusters
  Score: Raw -2504087.166658 + Penalty 3245.116995 = -2500842.049663
  nChanged 117
		SP:Iteration 46Q (105095.060000 sec): 3 clusters
  Score: Raw -2504120.480364 + Penalty 3245.116995 = -2500875.363369
  nChanged 118
		SP:Iteration 47Q (105095.320000 sec): 3 clusters
  Score: Raw -2504150.644333 + Penalty 3245.116995 = -2500905.527338
  nChanged 111
		SP:Iteration 48Q (105095.580000 sec): 3 clusters
  Score: Raw -2504182.400929 + Penalty 3245.116995 = -2500937.283933
  nChanged 119
		SP:Iteration 49Q (105095.800000 sec): 3 clusters
  Score: Raw -2504222.415228 + Penalty 3245.116995 = -2500977.298233
  nChanged 110
		SP:Iteration 50Q (105096.040000 sec): 3 clusters
  Score: Raw -2504263.150511 + Penalty 3245.116995 = -2501018.033516
  nChanged 118
		SP:Iteration 51Q (105096.260000 sec): 3 clusters
  Score: Raw -2504316.005337 + Penalty 3245.116995 = -2501070.888342
  nChanged 109
		SP:Iteration 52Q (105096.490000 sec): 3 clusters
  Score: Raw -2504381.091231 + Penalty 3245.116995 = -2501135.974236
  nChanged 117
		SP:Iteration 53Q (105096.740000 sec): 3 clusters
  Score: Raw -2504449.635166 + Penalty 3245.116995 = -2501204.518171
  nChanged 91
		SP:Iteration 54Q (105096.960000 sec): 3 clusters
  Score: Raw -2504501.464745 + Penalty 3245.116995 = -2501256.347750
  nChanged 102
		SP:Iteration 55Q (105097.220000 sec): 3 clusters
  Score: Raw -2504558.523149 + Penalty 3245.116995 = -2501313.406154
  nChanged 84
		SP:Iteration 56Q (105097.440000 sec): 3 clusters
  Score: Raw -2504590.948411 + Penalty 3245.116995 = -2501345.831416
  nChanged 71
		SP:Iteration 57Q (105097.680000 sec): 3 clusters
  Score: Raw -2504613.844448 + Penalty 3245.116995 = -2501368.727453
  nChanged 49
		SP:Iteration 58Q (105097.910000 sec): 3 clusters
  Score: Raw -2504629.612438 + Penalty 3245.116995 = -2501384.495443
  nChanged 43
		SP:Iteration 59Q (105098.170000 sec): 3 clusters
  Score: Raw -2504641.946151 + Penalty 3245.116995 = -2501396.829155
  nChanged 36
		SP:Iteration 60F (105098.410000 sec): 3 clusters
  Score: Raw -2504649.222450 + Penalty 3245.116995 = -2501404.105455
  nChanged 25
		SP:Iteration 61Q (105098.640000 sec): 3 clusters
  Score: Raw -2504654.944475 + Penalty 3245.116995 = -2501409.827480
  nChanged 17
		SP:Iteration 62Q (105098.890000 sec): 3 clusters
  Score: Raw -2504659.074547 + Penalty 3245.116995 = -2501413.957552
  nChanged 24
		SP:Iteration 63Q (105099.150000 sec): 3 clusters
  Score: Raw -2504664.588179 + Penalty 3245.116995 = -2501419.471184
  nChanged 20
		SP:Iteration 64Q (105099.410000 sec): 3 clusters
  Score: Raw -2504669.231002 + Penalty 3245.116995 = -2501424.114007
  nChanged 19
		SP:Iteration 65Q (105099.630000 sec): 3 clusters
  Score: Raw -2504672.495803 + Penalty 3245.116995 = -2501427.378808
  nChanged 15
		SP:Iteration 66Q (105099.850000 sec): 3 clusters
  Score: Raw -2504675.321633 + Penalty 3245.116995 = -2501430.204638
  nChanged 13
		SP:Iteration 67Q (105100.110000 sec): 3 clusters
  Score: Raw -2504677.238510 + Penalty 3245.116995 = -2501432.121515
  nChanged 6
		SP:Iteration 68Q (105100.330000 sec): 3 clusters
  Score: Raw -2504678.169505 + Penalty 3245.116995 = -2501433.052510
  nChanged 12
		SP:Iteration 69Q (105100.570000 sec): 3 clusters
  Score: Raw -2504680.030551 + Penalty 3245.116995 = -2501434.913556
  nChanged 7
		SP:Iteration 70Q (105100.830000 sec): 3 clusters
  Score: Raw -2504681.097664 + Penalty 3245.116995 = -2501435.980669
  nChanged 6
		SP:Iteration 71Q (105101.080000 sec): 3 clusters
  Score: Raw -2504682.157862 + Penalty 3245.116995 = -2501437.040867
  nChanged 9
		SP:Iteration 72Q (105101.310000 sec): 3 clusters
  Score: Raw -2504683.920901 + Penalty 3245.116995 = -2501438.803906
  nChanged 9
		SP:Iteration 73Q (105101.550000 sec): 3 clusters
  Score: Raw -2504685.052840 + Penalty 3245.116995 = -2501439.935844
  nChanged 4
		SP:Iteration 74Q (105101.780000 sec): 3 clusters
  Score: Raw -2504685.551021 + Penalty 3245.116995 = -2501440.434026
  nChanged 2
		SP:Iteration 75Q (105102.050000 sec): 3 clusters
  Score: Raw -2504685.879753 + Penalty 3245.116995 = -2501440.762758
  nChanged 2
		SP:Iteration 76Q (105102.310000 sec): 3 clusters
  Score: Raw -2504686.111177 + Penalty 3245.116995 = -2501440.994182
  nChanged 1
		SP:Iteration 77Q (105102.530000 sec): 3 clusters
  Score: Raw -2504686.142421 + Penalty 3245.116995 = -2501441.025426
  nChanged 0
		SP:Iteration 78F (105102.790000 sec): 3 clusters
  Score: Raw -2504686.142421 + Penalty 3245.116995 = -2501441.025426
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 4 (4906 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105102.860000 sec): 2 clusters
  Score: Raw -570557.969602 + Penalty 1380.959812 = -569177.009790
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105102.970000 sec): 3 clusters
  Score: Raw -568031.045649 + Penalty 2761.919623 = -565269.126026
  nChanged 2066
		SP:Iteration 1F (105103.050000 sec): 3 clusters
  Score: Raw -569549.881350 + Penalty 2761.919623 = -566787.961727
  nChanged 494
		SP:Iteration 2F (105103.140000 sec): 3 clusters
  Score: Raw -570121.971992 + Penalty 2761.919623 = -567360.052369
  nChanged 414
		SP:Iteration 3F (105103.230000 sec): 3 clusters
  Score: Raw -570580.593029 + Penalty 2761.919623 = -567818.673406
  nChanged 327
		SP:Iteration 4F (105103.320000 sec): 3 clusters
  Score: Raw -570853.509225 + Penalty 2761.919623 = -568091.589602
  nChanged 221
		SP:Iteration 5Q (105103.400000 sec): 3 clusters
  Score: Raw -570997.101688 + Penalty 2761.919623 = -568235.182065
  nChanged 150
		SP:Iteration 6Q (105103.490000 sec): 3 clusters
  Score: Raw -571068.906418 + Penalty 2761.919623 = -568306.986795
  nChanged 95
		SP:Iteration 7Q (105103.570000 sec): 3 clusters
  Score: Raw -571113.064860 + Penalty 2761.919623 = -568351.145237
  nChanged 73
		SP:Iteration 8Q (105103.660000 sec): 3 clusters
  Score: Raw -571141.208997 + Penalty 2761.919623 = -568379.289374
  nChanged 50
		SP:Iteration 9Q (105103.750000 sec): 3 clusters
  Score: Raw -571159.126443 + Penalty 2761.919623 = -568397.206820
  nChanged 39
		SP:Iteration 10Q (105103.830000 sec): 3 clusters
  Score: Raw -571170.803255 + Penalty 2761.919623 = -568408.883632
  nChanged 37
		SP:Iteration 11Q (105103.920000 sec): 3 clusters
  Score: Raw -571181.746556 + Penalty 2761.919623 = -568419.826933
  nChanged 32
		SP:Iteration 12Q (105104.010000 sec): 3 clusters
  Score: Raw -571190.399835 + Penalty 2761.919623 = -568428.480212
  nChanged 28
		SP:Iteration 13Q (105104.090000 sec): 3 clusters
  Score: Raw -571197.806174 + Penalty 2761.919623 = -568435.886551
  nChanged 21
		SP:Iteration 14Q (105104.180000 sec): 3 clusters
  Score: Raw -571201.929197 + Penalty 2761.919623 = -568440.009574
  nChanged 13
		SP:Iteration 15Q (105104.270000 sec): 3 clusters
  Score: Raw -571204.143456 + Penalty 2761.919623 = -568442.223833
  nChanged 9
		SP:Iteration 16Q (105104.350000 sec): 3 clusters
  Score: Raw -571205.325502 + Penalty 2761.919623 = -568443.405879
  nChanged 8
		SP:Iteration 17Q (105104.440000 sec): 3 clusters
  Score: Raw -571206.391920 + Penalty 2761.919623 = -568444.472297
  nChanged 9
		SP:Iteration 18Q (105104.530000 sec): 3 clusters
  Score: Raw -571207.989359 + Penalty 2761.919623 = -568446.069736
  nChanged 9
		SP:Iteration 19Q (105104.610000 sec): 3 clusters
  Score: Raw -571209.650999 + Penalty 2761.919623 = -568447.731376
  nChanged 13
		SP:Iteration 20F (105104.700000 sec): 3 clusters
  Score: Raw -571212.804206 + Penalty 2761.919623 = -568450.884583
  nChanged 9
		SP:Iteration 21Q (105104.790000 sec): 3 clusters
  Score: Raw -571214.263604 + Penalty 2761.919623 = -568452.343980
  nChanged 7
		SP:Iteration 22Q (105104.870000 sec): 3 clusters
  Score: Raw -571215.315888 + Penalty 2761.919623 = -568453.396265
  nChanged 6
		SP:Iteration 23Q (105104.960000 sec): 3 clusters
  Score: Raw -571216.587686 + Penalty 2761.919623 = -568454.668063
  nChanged 6
		SP:Iteration 24Q (105105.050000 sec): 3 clusters
  Score: Raw -571217.611328 + Penalty 2761.919623 = -568455.691705
  nChanged 9
		SP:Iteration 25Q (105105.130000 sec): 3 clusters
  Score: Raw -571218.821398 + Penalty 2761.919623 = -568456.901775
  nChanged 7
		SP:Iteration 26Q (105105.220000 sec): 3 clusters
  Score: Raw -571219.897000 + Penalty 2761.919623 = -568457.977377
  nChanged 4
		SP:Iteration 27Q (105105.310000 sec): 3 clusters
  Score: Raw -571220.471358 + Penalty 2761.919623 = -568458.551735
  nChanged 3
		SP:Iteration 28Q (105105.390000 sec): 3 clusters
  Score: Raw -571220.820156 + Penalty 2761.919623 = -568458.900533
  nChanged 2
		SP:Iteration 29Q (105105.480000 sec): 3 clusters
  Score: Raw -571220.956415 + Penalty 2761.919623 = -568459.036792
  nChanged 1
		SP:Iteration 30Q (105105.570000 sec): 3 clusters
  Score: Raw -571221.297514 + Penalty 2761.919623 = -568459.377891
  nChanged 0
		SP:Iteration 31F (105105.650000 sec): 3 clusters
  Score: Raw -571221.297514 + Penalty 2761.919623 = -568459.377891
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 5 (1913 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105105.720000 sec): 2 clusters
  Score: Raw -240420.605484 + Penalty 1227.919545 = -239192.685939
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105105.750000 sec): 3 clusters
  Score: Raw -239598.002539 + Penalty 2455.839090 = -237142.163448
  nChanged 657
		SP:Iteration 1F (105105.790000 sec): 3 clusters
  Score: Raw -239995.730712 + Penalty 2455.839090 = -237539.891622
  nChanged 148
		SP:Iteration 2F (105105.830000 sec): 3 clusters
  Score: Raw -240102.627533 + Penalty 2455.839090 = -237646.788443
  nChanged 82
		SP:Iteration 3Q (105105.860000 sec): 3 clusters
  Score: Raw -240149.583780 + Penalty 2455.839090 = -237693.744690
  nChanged 49
		SP:Iteration 4Q (105105.900000 sec): 3 clusters
  Score: Raw -240184.269352 + Penalty 2455.839090 = -237728.430262
  nChanged 51
		SP:Iteration 5Q (105105.930000 sec): 3 clusters
  Score: Raw -240213.310659 + Penalty 2455.839090 = -237757.471569
  nChanged 30
		SP:Iteration 6Q (105105.970000 sec): 3 clusters
  Score: Raw -240225.923394 + Penalty 2455.839090 = -237770.084304
  nChanged 19
		SP:Iteration 7Q (105106.010000 sec): 3 clusters
  Score: Raw -240233.848255 + Penalty 2455.839090 = -237778.009165
  nChanged 11
		SP:Iteration 8Q (105106.040000 sec): 3 clusters
  Score: Raw -240238.304157 + Penalty 2455.839090 = -237782.465067
  nChanged 7
		SP:Iteration 9Q (105106.070000 sec): 3 clusters
  Score: Raw -240242.937126 + Penalty 2455.839090 = -237787.098036
  nChanged 6
		SP:Iteration 10Q (105106.110000 sec): 3 clusters
  Score: Raw -240246.568850 + Penalty 2455.839090 = -237790.729760
  nChanged 9
		SP:Iteration 11Q (105106.150000 sec): 3 clusters
  Score: Raw -240250.298815 + Penalty 2455.839090 = -237794.459725
  nChanged 6
		SP:Iteration 12Q (105106.180000 sec): 3 clusters
  Score: Raw -240252.021538 + Penalty 2455.839090 = -237796.182448
  nChanged 4
		SP:Iteration 13Q (105106.220000 sec): 3 clusters
  Score: Raw -240254.378005 + Penalty 2455.839090 = -237798.538915
  nChanged 5
		SP:Iteration 14Q (105106.250000 sec): 3 clusters
  Score: Raw -240256.584542 + Penalty 2455.839090 = -237800.745452
  nChanged 7
		SP:Iteration 15Q (105106.290000 sec): 3 clusters
  Score: Raw -240259.263239 + Penalty 2455.839090 = -237803.424149
  nChanged 6
		SP:Iteration 16Q (105106.320000 sec): 3 clusters
  Score: Raw -240263.133257 + Penalty 2455.839090 = -237807.294167
  nChanged 7
		SP:Iteration 17Q (105106.360000 sec): 3 clusters
  Score: Raw -240266.948591 + Penalty 2455.839090 = -237811.109501
  nChanged 7
		SP:Iteration 18Q (105106.390000 sec): 3 clusters
  Score: Raw -240269.426028 + Penalty 2455.839090 = -237813.586938
  nChanged 6
		SP:Iteration 19Q (105106.430000 sec): 3 clusters
  Score: Raw -240271.816826 + Penalty 2455.839090 = -237815.977736
  nChanged 3
		SP:Iteration 20F (105106.460000 sec): 3 clusters
  Score: Raw -240273.334618 + Penalty 2455.839090 = -237817.495528
  nChanged 7
		SP:Iteration 21Q (105106.500000 sec): 3 clusters
  Score: Raw -240276.339674 + Penalty 2455.839090 = -237820.500584
  nChanged 5
		SP:Iteration 22Q (105106.530000 sec): 3 clusters
  Score: Raw -240278.665197 + Penalty 2455.839090 = -237822.826107
  nChanged 2
		SP:Iteration 23Q (105106.570000 sec): 3 clusters
  Score: Raw -240279.228846 + Penalty 2455.839090 = -237823.389756
  nChanged 3
		SP:Iteration 24Q (105106.600000 sec): 3 clusters
  Score: Raw -240280.921474 + Penalty 2455.839090 = -237825.082384
  nChanged 4
		SP:Iteration 25Q (105106.640000 sec): 3 clusters
  Score: Raw -240282.519361 + Penalty 2455.839090 = -237826.680271
  nChanged 1
		SP:Iteration 26Q (105106.670000 sec): 3 clusters
  Score: Raw -240282.729434 + Penalty 2455.839090 = -237826.890343
  nChanged 0
		SP:Iteration 27F (105106.710000 sec): 3 clusters
  Score: Raw -240282.729434 + Penalty 2455.839090 = -237826.890343
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 6 (2102 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105106.770000 sec): 2 clusters
  Score: Raw -223526.069201 + Penalty 1243.229740 = -222282.839461
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105106.810000 sec): 3 clusters
  Score: Raw -222595.267460 + Penalty 2486.459479 = -220108.807981
  nChanged 778
		SP:Iteration 1F (105106.850000 sec): 3 clusters
  Score: Raw -223121.335234 + Penalty 2486.459479 = -220634.875754
  nChanged 167
		SP:Iteration 2F (105106.890000 sec): 3 clusters
  Score: Raw -223250.979300 + Penalty 2486.459479 = -220764.519821
  nChanged 110
		SP:Iteration 3F (105106.930000 sec): 3 clusters
  Score: Raw -223352.165227 + Penalty 2486.459479 = -220865.705748
  nChanged 112
		SP:Iteration 4F (105106.970000 sec): 3 clusters
  Score: Raw -223469.432552 + Penalty 2486.459479 = -220982.973073
  nChanged 109
		SP:Iteration 5F (105107.010000 sec): 3 clusters
  Score: Raw -223627.759029 + Penalty 2486.459479 = -221141.299550
  nChanged 137
		SP:Iteration 6F (105107.050000 sec): 3 clusters
  Score: Raw -223845.968800 + Penalty 2486.459479 = -221359.509320
  nChanged 141
		SP:Iteration 7F (105107.090000 sec): 3 clusters
  Score: Raw -224064.655370 + Penalty 2486.459479 = -221578.195891
  nChanged 108
		SP:Iteration 8F (105107.120000 sec): 3 clusters
  Score: Raw -224183.100117 + Penalty 2486.459479 = -221696.640638
  nChanged 86
		SP:Iteration 9Q (105107.160000 sec): 3 clusters
  Score: Raw -224283.024345 + Penalty 2486.459479 = -221796.564866
  nChanged 71
		SP:Iteration 10Q (105107.200000 sec): 3 clusters
  Score: Raw -224364.133381 + Penalty 2486.459479 = -221877.673902
  nChanged 54
		SP:Iteration 11Q (105107.240000 sec): 3 clusters
  Score: Raw -224436.014902 + Penalty 2486.459479 = -221949.555423
  nChanged 46
		SP:Iteration 12Q (105107.270000 sec): 3 clusters
  Score: Raw -224537.945868 + Penalty 2486.459479 = -222051.486389
  nChanged 41
		SP:Iteration 13Q (105107.310000 sec): 3 clusters
  Score: Raw -224605.058138 + Penalty 2486.459479 = -222118.598658
  nChanged 36
		SP:Iteration 14Q (105107.350000 sec): 3 clusters
  Score: Raw -224648.887253 + Penalty 2486.459479 = -222162.427774
  nChanged 22
		SP:Iteration 15Q (105107.390000 sec): 3 clusters
  Score: Raw -224677.423903 + Penalty 2486.459479 = -222190.964424
  nChanged 20
		SP:Iteration 16Q (105107.430000 sec): 3 clusters
  Score: Raw -224693.293692 + Penalty 2486.459479 = -222206.834212
  nChanged 15
		SP:Iteration 17Q (105107.460000 sec): 3 clusters
  Score: Raw -224703.255361 + Penalty 2486.459479 = -222216.795882
  nChanged 14
		SP:Iteration 18Q (105107.500000 sec): 3 clusters
  Score: Raw -224710.670914 + Penalty 2486.459479 = -222224.211435
  nChanged 10
		SP:Iteration 19Q (105107.540000 sec): 3 clusters
  Score: Raw -224716.805477 + Penalty 2486.459479 = -222230.345998
  nChanged 7
		SP:Iteration 20F (105107.570000 sec): 3 clusters
  Score: Raw -224722.445274 + Penalty 2486.459479 = -222235.985795
  nChanged 4
		SP:Iteration 21Q (105107.610000 sec): 3 clusters
  Score: Raw -224723.991530 + Penalty 2486.459479 = -222237.532051
  nChanged 3
		SP:Iteration 22Q (105107.650000 sec): 3 clusters
  Score: Raw -224727.716991 + Penalty 2486.459479 = -222241.257512
  nChanged 1
		SP:Iteration 23Q (105107.690000 sec): 3 clusters
  Score: Raw -224728.011613 + Penalty 2486.459479 = -222241.552134
  nChanged 0
		SP:Iteration 24F (105107.730000 sec): 3 clusters
  Score: Raw -224728.011613 + Penalty 2486.459479 = -222241.552134
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 7 (10001 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105107.860000 sec): 2 clusters
  Score: Raw -1165274.863432 + Penalty 1496.696560 = -1163778.166873
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105108.010000 sec): 3 clusters
  Score: Raw -1159621.408163 + Penalty 2993.393119 = -1156628.015044
  nChanged 4313
		SP:Iteration 1F (105108.180000 sec): 3 clusters
  Score: Raw -1162123.655556 + Penalty 2993.393119 = -1159130.262436
  nChanged 747
		SP:Iteration 2F (105108.330000 sec): 3 clusters
  Score: Raw -1162671.483298 + Penalty 2993.393119 = -1159678.090179
  nChanged 822
		SP:Iteration 3F (105108.490000 sec): 3 clusters
  Score: Raw -1163395.080851 + Penalty 2993.393119 = -1160401.687732
  nChanged 832
		SP:Iteration 4F (105108.670000 sec): 3 clusters
  Score: Raw -1164126.401673 + Penalty 2993.393119 = -1161133.008553
  nChanged 736
		SP:Iteration 5F (105108.820000 sec): 3 clusters
  Score: Raw -1164654.863366 + Penalty 2993.393119 = -1161661.470247
  nChanged 547
		SP:Iteration 6F (105108.980000 sec): 3 clusters
  Score: Raw -1165001.993565 + Penalty 2993.393119 = -1162008.600446
  nChanged 409
		SP:Iteration 7Q (105109.160000 sec): 3 clusters
  Score: Raw -1165280.288295 + Penalty 2993.393119 = -1162286.895175
  nChanged 380
		SP:Iteration 8Q (105109.310000 sec): 3 clusters
  Score: Raw -1165595.428908 + Penalty 2993.393119 = -1162602.035789
  nChanged 346
		SP:Iteration 9Q (105109.470000 sec): 3 clusters
  Score: Raw -1165851.990759 + Penalty 2993.393119 = -1162858.597640
  nChanged 265
		SP:Iteration 10Q (105109.620000 sec): 3 clusters
  Score: Raw -1165988.252461 + Penalty 2993.393119 = -1162994.859342
  nChanged 179
		SP:Iteration 11Q (105109.760000 sec): 3 clusters
  Score: Raw -1166061.556762 + Penalty 2993.393119 = -1163068.163643
  nChanged 149
		SP:Iteration 12Q (105109.910000 sec): 3 clusters
  Score: Raw -1166122.609755 + Penalty 2993.393119 = -1163129.216635
  nChanged 112
		SP:Iteration 13Q (105110.090000 sec): 3 clusters
  Score: Raw -1166161.203298 + Penalty 2993.393119 = -1163167.810179
  nChanged 93
		SP:Iteration 14Q (105110.230000 sec): 3 clusters
  Score: Raw -1166190.974548 + Penalty 2993.393119 = -1163197.581429
  nChanged 65
		SP:Iteration 15Q (105110.390000 sec): 3 clusters
  Score: Raw -1166213.514780 + Penalty 2993.393119 = -1163220.121661
  nChanged 61
		SP:Iteration 16Q (105110.570000 sec): 3 clusters
  Score: Raw -1166232.456126 + Penalty 2993.393119 = -1163239.063007
  nChanged 48
		SP:Iteration 17Q (105110.710000 sec): 3 clusters
  Score: Raw -1166245.412906 + Penalty 2993.393119 = -1163252.019786
  nChanged 40
		SP:Iteration 18Q (105110.860000 sec): 3 clusters
  Score: Raw -1166253.998988 + Penalty 2993.393119 = -1163260.605868
  nChanged 30
		SP:Iteration 19Q (105111.030000 sec): 3 clusters
  Score: Raw -1166261.509478 + Penalty 2993.393119 = -1163268.116359
  nChanged 28
		SP:Iteration 20F (105111.180000 sec): 3 clusters
  Score: Raw -1166271.308789 + Penalty 2993.393119 = -1163277.915670
  nChanged 37
		SP:Iteration 21Q (105111.340000 sec): 3 clusters
  Score: Raw -1166284.458836 + Penalty 2993.393119 = -1163291.065717
  nChanged 38
		SP:Iteration 22Q (105111.510000 sec): 3 clusters
  Score: Raw -1166297.146888 + Penalty 2993.393119 = -1163303.753769
  nChanged 41
		SP:Iteration 23Q (105111.660000 sec): 3 clusters
  Score: Raw -1166308.231051 + Penalty 2993.393119 = -1163314.837931
  nChanged 34
		SP:Iteration 24Q (105111.810000 sec): 3 clusters
  Score: Raw -1166316.209158 + Penalty 2993.393119 = -1163322.816039
  nChanged 20
		SP:Iteration 25Q (105111.980000 sec): 3 clusters
  Score: Raw -1166321.915952 + Penalty 2993.393119 = -1163328.522832
  nChanged 36
		SP:Iteration 26Q (105112.120000 sec): 3 clusters
  Score: Raw -1166331.912507 + Penalty 2993.393119 = -1163338.519387
  nChanged 31
		SP:Iteration 27Q (105112.270000 sec): 3 clusters
  Score: Raw -1166340.247601 + Penalty 2993.393119 = -1163346.854482
  nChanged 28
		SP:Iteration 28Q (105112.450000 sec): 3 clusters
  Score: Raw -1166348.288633 + Penalty 2993.393119 = -1163354.895514
  nChanged 26
		SP:Iteration 29Q (105112.600000 sec): 3 clusters
  Score: Raw -1166355.388453 + Penalty 2993.393119 = -1163361.995333
  nChanged 25
		SP:Iteration 30Q (105112.740000 sec): 3 clusters
  Score: Raw -1166365.355211 + Penalty 2993.393119 = -1163371.962092
  nChanged 34
		SP:Iteration 31Q (105112.920000 sec): 3 clusters
  Score: Raw -1166375.555981 + Penalty 2993.393119 = -1163382.162862
  nChanged 34
		SP:Iteration 32Q (105113.060000 sec): 3 clusters
  Score: Raw -1166385.746193 + Penalty 2993.393119 = -1163392.353074
  nChanged 27
		SP:Iteration 33Q (105113.200000 sec): 3 clusters
  Score: Raw -1166391.754900 + Penalty 2993.393119 = -1163398.361780
  nChanged 19
		SP:Iteration 34Q (105113.350000 sec): 3 clusters
  Score: Raw -1166395.590398 + Penalty 2993.393119 = -1163402.197279
  nChanged 17
		SP:Iteration 35Q (105113.520000 sec): 3 clusters
  Score: Raw -1166399.863296 + Penalty 2993.393119 = -1163406.470177
  nChanged 20
		SP:Iteration 36Q (105113.660000 sec): 3 clusters
  Score: Raw -1166403.814934 + Penalty 2993.393119 = -1163410.421815
  nChanged 16
		SP:Iteration 37Q (105113.810000 sec): 3 clusters
  Score: Raw -1166406.557862 + Penalty 2993.393119 = -1163413.164743
  nChanged 13
		SP:Iteration 38Q (105113.980000 sec): 3 clusters
  Score: Raw -1166410.637967 + Penalty 2993.393119 = -1163417.244847
  nChanged 22
		SP:Iteration 39Q (105114.130000 sec): 3 clusters
  Score: Raw -1166418.038873 + Penalty 2993.393119 = -1163424.645754
  nChanged 17
		SP:Iteration 40F (105114.280000 sec): 3 clusters
  Score: Raw -1166425.336443 + Penalty 2993.393119 = -1163431.943323
  nChanged 19
		SP:Iteration 41Q (105114.460000 sec): 3 clusters
  Score: Raw -1166431.308482 + Penalty 2993.393119 = -1163437.915363
  nChanged 16
		SP:Iteration 42Q (105114.600000 sec): 3 clusters
  Score: Raw -1166435.601511 + Penalty 2993.393119 = -1163442.208392
  nChanged 15
		SP:Iteration 43Q (105114.740000 sec): 3 clusters
  Score: Raw -1166438.851073 + Penalty 2993.393119 = -1163445.457954
  nChanged 13
		SP:Iteration 44Q (105114.900000 sec): 3 clusters
  Score: Raw -1166441.591098 + Penalty 2993.393119 = -1163448.197979
  nChanged 11
		SP:Iteration 45Q (105115.070000 sec): 3 clusters
  Score: Raw -1166444.051137 + Penalty 2993.393119 = -1163450.658018
  nChanged 11
		SP:Iteration 46Q (105115.200000 sec): 3 clusters
  Score: Raw -1166445.891585 + Penalty 2993.393119 = -1163452.498465
  nChanged 9
		SP:Iteration 47Q (105115.360000 sec): 3 clusters
  Score: Raw -1166447.215135 + Penalty 2993.393119 = -1163453.822015
  nChanged 8
		SP:Iteration 48Q (105115.520000 sec): 3 clusters
  Score: Raw -1166448.741514 + Penalty 2993.393119 = -1163455.348395
  nChanged 7
		SP:Iteration 49Q (105115.690000 sec): 3 clusters
  Score: Raw -1166449.980191 + Penalty 2993.393119 = -1163456.587071
  nChanged 6
		SP:Iteration 50Q (105115.820000 sec): 3 clusters
  Score: Raw -1166450.975276 + Penalty 2993.393119 = -1163457.582157
  nChanged 4
		SP:Iteration 51Q (105115.980000 sec): 3 clusters
  Score: Raw -1166452.222970 + Penalty 2993.393119 = -1163458.829850
  nChanged 5
		SP:Iteration 52Q (105116.120000 sec): 3 clusters
  Score: Raw -1166453.012346 + Penalty 2993.393119 = -1163459.619226
  nChanged 5
		SP:Iteration 53Q (105116.260000 sec): 3 clusters
  Score: Raw -1166453.684286 + Penalty 2993.393119 = -1163460.291167
  nChanged 2
		SP:Iteration 54Q (105116.430000 sec): 3 clusters
  Score: Raw -1166453.917707 + Penalty 2993.393119 = -1163460.524587
  nChanged 2
		SP:Iteration 55Q (105116.580000 sec): 3 clusters
  Score: Raw -1166454.355028 + Penalty 2993.393119 = -1163460.961909
  nChanged 3
		SP:Iteration 56Q (105116.710000 sec): 3 clusters
  Score: Raw -1166454.550304 + Penalty 2993.393119 = -1163461.157185
  nChanged 1
		SP:Iteration 57Q (105116.860000 sec): 3 clusters
  Score: Raw -1166454.751415 + Penalty 2993.393119 = -1163461.358296
  nChanged 1
		SP:Iteration 58Q (105117.030000 sec): 3 clusters
  Score: Raw -1166454.944344 + Penalty 2993.393119 = -1163461.551225
  nChanged 1
		SP:Iteration 59Q (105117.180000 sec): 3 clusters
  Score: Raw -1166455.235952 + Penalty 2993.393119 = -1163461.842833
  nChanged 3
		SP:Iteration 60F (105117.320000 sec): 3 clusters
  Score: Raw -1166455.913939 + Penalty 2993.393119 = -1163462.520819
  nChanged 4
		SP:Iteration 61Q (105117.480000 sec): 3 clusters
  Score: Raw -1166456.378944 + Penalty 2993.393119 = -1163462.985825
  nChanged 3
		SP:Iteration 62Q (105117.640000 sec): 3 clusters
  Score: Raw -1166456.559494 + Penalty 2993.393119 = -1163463.166374
  nChanged 3
		SP:Iteration 63Q (105117.780000 sec): 3 clusters
  Score: Raw -1166457.218825 + Penalty 2993.393119 = -1163463.825706
  nChanged 5
		SP:Iteration 64Q (105117.930000 sec): 3 clusters
  Score: Raw -1166458.587551 + Penalty 2993.393119 = -1163465.194432
  nChanged 5
		SP:Iteration 65Q (105118.100000 sec): 3 clusters
  Score: Raw -1166459.308159 + Penalty 2993.393119 = -1163465.915040
  nChanged 0
		SP:Iteration 66F (105118.260000 sec): 3 clusters
  Score: Raw -1166459.308159 + Penalty 2993.393119 = -1163465.915040
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 8 (12474 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105118.400000 sec): 2 clusters
  Score: Raw -1406278.682185 + Penalty 1532.602786 = -1404746.079399
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105118.600000 sec): 3 clusters
  Score: Raw -1399042.306780 + Penalty 3065.205571 = -1395977.101209
  nChanged 5517
		SP:Iteration 1F (105118.780000 sec): 3 clusters
  Score: Raw -1401936.537819 + Penalty 3065.205571 = -1398871.332248
  nChanged 751
		SP:Iteration 2F (105118.940000 sec): 3 clusters
  Score: Raw -1402279.914630 + Penalty 3065.205571 = -1399214.709059
  nChanged 691
		SP:Iteration 3F (105119.130000 sec): 3 clusters
  Score: Raw -1402615.773627 + Penalty 3065.205571 = -1399550.568056
  nChanged 689
		SP:Iteration 4F (105119.300000 sec): 3 clusters
  Score: Raw -1402969.412840 + Penalty 3065.205571 = -1399904.207269
  nChanged 647
		SP:Iteration 5F (105119.460000 sec): 3 clusters
  Score: Raw -1403333.025721 + Penalty 3065.205571 = -1400267.820150
  nChanged 630
		SP:Iteration 6F (105119.640000 sec): 3 clusters
  Score: Raw -1403689.822938 + Penalty 3065.205571 = -1400624.617367
  nChanged 650
		SP:Iteration 7F (105119.800000 sec): 3 clusters
  Score: Raw -1404079.101412 + Penalty 3065.205571 = -1401013.895841
  nChanged 617
		SP:Iteration 8Q (105119.990000 sec): 3 clusters
  Score: Raw -1404434.098560 + Penalty 3065.205571 = -1401368.892989
  nChanged 563
		SP:Iteration 9Q (105120.160000 sec): 3 clusters
  Score: Raw -1404732.442873 + Penalty 3065.205571 = -1401667.237302
  nChanged 497
		SP:Iteration 10Q (105120.350000 sec): 3 clusters
  Score: Raw -1404986.560066 + Penalty 3065.205571 = -1401921.354495
  nChanged 444
		SP:Iteration 11Q (105120.520000 sec): 3 clusters
  Score: Raw -1405232.953882 + Penalty 3065.205571 = -1402167.748311
  nChanged 435
		SP:Iteration 12Q (105120.690000 sec): 3 clusters
  Score: Raw -1405497.327279 + Penalty 3065.205571 = -1402432.121708
  nChanged 422
		SP:Iteration 13Q (105120.880000 sec): 3 clusters
  Score: Raw -1405756.866423 + Penalty 3065.205571 = -1402691.660852
  nChanged 376
		SP:Iteration 14Q (105121.050000 sec): 3 clusters
  Score: Raw -1405984.326408 + Penalty 3065.205571 = -1402919.120837
  nChanged 344
		SP:Iteration 15Q (105121.220000 sec): 3 clusters
  Score: Raw -1406178.191710 + Penalty 3065.205571 = -1403112.986139
  nChanged 331
		SP:Iteration 16Q (105121.400000 sec): 3 clusters
  Score: Raw -1406398.675210 + Penalty 3065.205571 = -1403333.469639
  nChanged 318
		SP:Iteration 17Q (105121.560000 sec): 3 clusters
  Score: Raw -1406653.588334 + Penalty 3065.205571 = -1403588.382763
  nChanged 326
		SP:Iteration 18Q (105121.740000 sec): 3 clusters
  Score: Raw -1406964.126293 + Penalty 3065.205571 = -1403898.920721
  nChanged 293
		SP:Iteration 19Q (105121.900000 sec): 3 clusters
  Score: Raw -1407221.432251 + Penalty 3065.205571 = -1404156.226680
  nChanged 246
		SP:Iteration 20F (105122.100000 sec): 3 clusters
  Score: Raw -1407380.800448 + Penalty 3065.205571 = -1404315.594877
  nChanged 180
		SP:Iteration 21Q (105122.260000 sec): 3 clusters
  Score: Raw -1407469.285005 + Penalty 3065.205571 = -1404404.079434
  nChanged 123
		SP:Iteration 22Q (105122.410000 sec): 3 clusters
  Score: Raw -1407513.333450 + Penalty 3065.205571 = -1404448.127879
  nChanged 85
		SP:Iteration 23Q (105122.620000 sec): 3 clusters
  Score: Raw -1407541.782829 + Penalty 3065.205571 = -1404476.577258
  nChanged 70
		SP:Iteration 24Q (105122.780000 sec): 3 clusters
  Score: Raw -1407559.596379 + Penalty 3065.205571 = -1404494.390808
  nChanged 56
		SP:Iteration 25Q (105122.960000 sec): 3 clusters
  Score: Raw -1407571.620160 + Penalty 3065.205571 = -1404506.414589
  nChanged 42
		SP:Iteration 26Q (105123.120000 sec): 3 clusters
  Score: Raw -1407578.131249 + Penalty 3065.205571 = -1404512.925678
  nChanged 20
		SP:Iteration 27Q (105123.270000 sec): 3 clusters
  Score: Raw -1407581.524351 + Penalty 3065.205571 = -1404516.318780
  nChanged 17
		SP:Iteration 28Q (105123.440000 sec): 3 clusters
  Score: Raw -1407584.138327 + Penalty 3065.205571 = -1404518.932756
  nChanged 17
		SP:Iteration 29Q (105123.610000 sec): 3 clusters
  Score: Raw -1407586.456070 + Penalty 3065.205571 = -1404521.250499
  nChanged 12
		SP:Iteration 30Q (105123.770000 sec): 3 clusters
  Score: Raw -1407587.988881 + Penalty 3065.205571 = -1404522.783310
  nChanged 6
		SP:Iteration 31Q (105124.060000 sec): 3 clusters
  Score: Raw -1407588.387258 + Penalty 3065.205571 = -1404523.181687
  nChanged 3
		SP:Iteration 32Q (105124.340000 sec): 3 clusters
  Score: Raw -1407588.756604 + Penalty 3065.205571 = -1404523.551033
  nChanged 3
		SP:Iteration 33Q (105124.480000 sec): 3 clusters
  Score: Raw -1407589.138045 + Penalty 3065.205571 = -1404523.932474
  nChanged 3
		SP:Iteration 34Q (105124.670000 sec): 3 clusters
  Score: Raw -1407589.834317 + Penalty 3065.205571 = -1404524.628746
  nChanged 7
		SP:Iteration 35Q (105124.870000 sec): 3 clusters
  Score: Raw -1407590.547990 + Penalty 3065.205571 = -1404525.342418
  nChanged 3
		SP:Iteration 36Q (105125.020000 sec): 3 clusters
  Score: Raw -1407590.878600 + Penalty 3065.205571 = -1404525.673029
  nChanged 4
		SP:Iteration 37Q (105125.170000 sec): 3 clusters
  Score: Raw -1407591.292875 + Penalty 3065.205571 = -1404526.087304
  nChanged 3
		SP:Iteration 38Q (105125.350000 sec): 3 clusters
  Score: Raw -1407591.569095 + Penalty 3065.205571 = -1404526.363524
  nChanged 1
		SP:Iteration 39Q (105125.510000 sec): 3 clusters
  Score: Raw -1407591.641873 + Penalty 3065.205571 = -1404526.436302
  nChanged 1
		SP:Iteration 40F (105125.700000 sec): 3 clusters
  Score: Raw -1407591.835403 + Penalty 3065.205571 = -1404526.629832
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 9 (6678 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105125.790000 sec): 2 clusters
  Score: Raw -752096.742847 + Penalty 1431.068246 = -750665.674601
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105125.910000 sec): 3 clusters
  Score: Raw -748530.054267 + Penalty 2862.136492 = -745667.917775
  nChanged 2771
		SP:Iteration 1F (105126.010000 sec): 3 clusters
  Score: Raw -750224.587274 + Penalty 2862.136492 = -747362.450783
  nChanged 588
		SP:Iteration 2F (105126.120000 sec): 3 clusters
  Score: Raw -750748.113804 + Penalty 2862.136492 = -747885.977312
  nChanged 559
		SP:Iteration 3F (105126.220000 sec): 3 clusters
  Score: Raw -751327.769250 + Penalty 2862.136492 = -748465.632758
  nChanged 557
		SP:Iteration 4F (105126.330000 sec): 3 clusters
  Score: Raw -751969.792104 + Penalty 2862.136492 = -749107.655612
  nChanged 520
		SP:Iteration 5F (105126.430000 sec): 3 clusters
  Score: Raw -752516.883773 + Penalty 2862.136492 = -749654.747282
  nChanged 387
		SP:Iteration 6F (105126.530000 sec): 3 clusters
  Score: Raw -752861.831424 + Penalty 2862.136492 = -749999.694932
  nChanged 285
		SP:Iteration 7Q (105126.640000 sec): 3 clusters
  Score: Raw -753085.243783 + Penalty 2862.136492 = -750223.107292
  nChanged 219
		SP:Iteration 8Q (105126.750000 sec): 3 clusters
  Score: Raw -753225.707625 + Penalty 2862.136492 = -750363.571134
  nChanged 153
		SP:Iteration 9Q (105126.860000 sec): 3 clusters
  Score: Raw -753335.920343 + Penalty 2862.136492 = -750473.783851
  nChanged 142
		SP:Iteration 10Q (105126.970000 sec): 3 clusters
  Score: Raw -753442.445340 + Penalty 2862.136492 = -750580.308848
  nChanged 95
		SP:Iteration 11Q (105127.080000 sec): 3 clusters
  Score: Raw -753527.695640 + Penalty 2862.136492 = -750665.559148
  nChanged 86
		SP:Iteration 12Q (105127.180000 sec): 3 clusters
  Score: Raw -753628.167025 + Penalty 2862.136492 = -750766.030534
  nChanged 72
		SP:Iteration 13Q (105127.290000 sec): 3 clusters
  Score: Raw -753715.471245 + Penalty 2862.136492 = -750853.334754
  nChanged 60
		SP:Iteration 14Q (105127.410000 sec): 3 clusters
  Score: Raw -753766.666276 + Penalty 2862.136492 = -750904.529784
  nChanged 39
		SP:Iteration 15Q (105127.520000 sec): 3 clusters
  Score: Raw -753786.334456 + Penalty 2862.136492 = -750924.197965
  nChanged 30
		SP:Iteration 16Q (105127.630000 sec): 3 clusters
  Score: Raw -753798.481921 + Penalty 2862.136492 = -750936.345429
  nChanged 16
		SP:Iteration 17Q (105127.740000 sec): 3 clusters
  Score: Raw -753803.430111 + Penalty 2862.136492 = -750941.293620
  nChanged 15
		SP:Iteration 18Q (105127.850000 sec): 3 clusters
  Score: Raw -753806.617741 + Penalty 2862.136492 = -750944.481250
  nChanged 7
		SP:Iteration 19Q (105127.960000 sec): 3 clusters
  Score: Raw -753807.787823 + Penalty 2862.136492 = -750945.651332
  nChanged 6
		SP:Iteration 20F (105128.080000 sec): 3 clusters
  Score: Raw -753808.777554 + Penalty 2862.136492 = -750946.641062
  nChanged 4
		SP:Iteration 21Q (105128.190000 sec): 3 clusters
  Score: Raw -753809.462386 + Penalty 2862.136492 = -750947.325894
  nChanged 2
		SP:Iteration 22Q (105128.300000 sec): 3 clusters
  Score: Raw -753809.701169 + Penalty 2862.136492 = -750947.564678
  nChanged 1
		SP:Iteration 23Q (105128.410000 sec): 3 clusters
  Score: Raw -753809.802175 + Penalty 2862.136492 = -750947.665683
  nChanged 1
		SP:Iteration 24Q (105128.520000 sec): 3 clusters
  Score: Raw -753810.111283 + Penalty 2862.136492 = -750947.974791
  nChanged 1
		SP:Iteration 25Q (105128.640000 sec): 3 clusters
  Score: Raw -753810.223250 + Penalty 2862.136492 = -750948.086758
  nChanged 1
		SP:Iteration 26Q (105128.750000 sec): 3 clusters
  Score: Raw -753810.446323 + Penalty 2862.136492 = -750948.309831
  nChanged 0
		SP:Iteration 27F (105128.860000 sec): 3 clusters
  Score: Raw -753810.446323 + Penalty 2862.136492 = -750948.309831
  nChanged 0
  Score: Raw -119179240.085421 + Penalty 274544.754863 = -118904695.330558

Splitting cluster 9 changes total score from -118905231.993925 to -118904695.330558

 So it's not getting split.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 10 (8322 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105493.840000 sec): 2 clusters
  Score: Raw -1016518.878026 + Penalty 1466.831907 = -1015052.046119
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105493.990000 sec): 3 clusters
  Score: Raw -1011898.094894 + Penalty 2933.663814 = -1008964.431080
  nChanged 3564
		SP:Iteration 1F (105494.110000 sec): 3 clusters
  Score: Raw -1013919.165841 + Penalty 2933.663814 = -1010985.502027
  nChanged 624
		SP:Iteration 2F (105494.240000 sec): 3 clusters
  Score: Raw -1014289.715937 + Penalty 2933.663814 = -1011356.052123
  nChanged 568
		SP:Iteration 3F (105494.370000 sec): 3 clusters
  Score: Raw -1014615.992109 + Penalty 2933.663814 = -1011682.328295
  nChanged 481
		SP:Iteration 4F (105494.500000 sec): 3 clusters
  Score: Raw -1014901.867339 + Penalty 2933.663814 = -1011968.203525
  nChanged 454
		SP:Iteration 5F (105494.620000 sec): 3 clusters
  Score: Raw -1015216.630120 + Penalty 2933.663814 = -1012282.966305
  nChanged 480
		SP:Iteration 6F (105494.740000 sec): 3 clusters
  Score: Raw -1015592.565633 + Penalty 2933.663814 = -1012658.901818
  nChanged 468
		SP:Iteration 7F (105494.880000 sec): 3 clusters
  Score: Raw -1015939.574643 + Penalty 2933.663814 = -1013005.910828
  nChanged 414
		SP:Iteration 8Q (105495.010000 sec): 3 clusters
  Score: Raw -1016220.756748 + Penalty 2933.663814 = -1013287.092934
  nChanged 331
		SP:Iteration 9Q (105495.130000 sec): 3 clusters
  Score: Raw -1016458.791873 + Penalty 2933.663814 = -1013525.128059
  nChanged 238
		SP:Iteration 10Q (105495.260000 sec): 3 clusters
  Score: Raw -1016650.556304 + Penalty 2933.663814 = -1013716.892490
  nChanged 202
		SP:Iteration 11Q (105495.390000 sec): 3 clusters
  Score: Raw -1016799.136631 + Penalty 2933.663814 = -1013865.472817
  nChanged 159
		SP:Iteration 12Q (105495.510000 sec): 3 clusters
  Score: Raw -1016896.863013 + Penalty 2933.663814 = -1013963.199199
  nChanged 119
		SP:Iteration 13Q (105495.640000 sec): 3 clusters
  Score: Raw -1016957.258948 + Penalty 2933.663814 = -1014023.595134
  nChanged 87
		SP:Iteration 14Q (105495.760000 sec): 3 clusters
  Score: Raw -1016998.540663 + Penalty 2933.663814 = -1014064.876848
  nChanged 61
		SP:Iteration 15Q (105495.890000 sec): 3 clusters
  Score: Raw -1017022.150190 + Penalty 2933.663814 = -1014088.486376
  nChanged 39
		SP:Iteration 16Q (105496.010000 sec): 3 clusters
  Score: Raw -1017033.860167 + Penalty 2933.663814 = -1014100.196353
  nChanged 33
		SP:Iteration 17Q (105496.160000 sec): 3 clusters
  Score: Raw -1017043.127714 + Penalty 2933.663814 = -1014109.463899
  nChanged 33
		SP:Iteration 18Q (105496.290000 sec): 3 clusters
  Score: Raw -1017052.022862 + Penalty 2933.663814 = -1014118.359048
  nChanged 30
		SP:Iteration 19Q (105496.400000 sec): 3 clusters
  Score: Raw -1017059.392793 + Penalty 2933.663814 = -1014125.728979
  nChanged 31
		SP:Iteration 20F (105496.520000 sec): 3 clusters
  Score: Raw -1017067.053585 + Penalty 2933.663814 = -1014133.389771
  nChanged 28
		SP:Iteration 21Q (105496.650000 sec): 3 clusters
  Score: Raw -1017075.661544 + Penalty 2933.663814 = -1014141.997730
  nChanged 26
		SP:Iteration 22Q (105496.770000 sec): 3 clusters
  Score: Raw -1017082.715803 + Penalty 2933.663814 = -1014149.051988
  nChanged 19
		SP:Iteration 23Q (105496.890000 sec): 3 clusters
  Score: Raw -1017086.804330 + Penalty 2933.663814 = -1014153.140516
  nChanged 15
		SP:Iteration 24Q (105497.020000 sec): 3 clusters
  Score: Raw -1017090.193477 + Penalty 2933.663814 = -1014156.529663
  nChanged 20
		SP:Iteration 25Q (105497.140000 sec): 3 clusters
  Score: Raw -1017094.524804 + Penalty 2933.663814 = -1014160.860990
  nChanged 16
		SP:Iteration 26Q (105497.260000 sec): 3 clusters
  Score: Raw -1017098.181515 + Penalty 2933.663814 = -1014164.517701
  nChanged 6
		SP:Iteration 27Q (105497.380000 sec): 3 clusters
  Score: Raw -1017099.483754 + Penalty 2933.663814 = -1014165.819940
  nChanged 11
		SP:Iteration 28Q (105497.510000 sec): 3 clusters
  Score: Raw -1017101.816065 + Penalty 2933.663814 = -1014168.152251
  nChanged 13
		SP:Iteration 29Q (105497.630000 sec): 3 clusters
  Score: Raw -1017104.945657 + Penalty 2933.663814 = -1014171.281843
  nChanged 16
		SP:Iteration 30Q (105497.750000 sec): 3 clusters
  Score: Raw -1017107.652053 + Penalty 2933.663814 = -1014173.988239
  nChanged 8
		SP:Iteration 31Q (105497.880000 sec): 3 clusters
  Score: Raw -1017109.100749 + Penalty 2933.663814 = -1014175.436935
  nChanged 12
		SP:Iteration 32Q (105498.000000 sec): 3 clusters
  Score: Raw -1017111.520807 + Penalty 2933.663814 = -1014177.856993
  nChanged 10
		SP:Iteration 33Q (105498.120000 sec): 3 clusters
  Score: Raw -1017114.245273 + Penalty 2933.663814 = -1014180.581459
  nChanged 14
		SP:Iteration 34Q (105498.240000 sec): 3 clusters
  Score: Raw -1017117.083702 + Penalty 2933.663814 = -1014183.419887
  nChanged 12
		SP:Iteration 35Q (105498.360000 sec): 3 clusters
  Score: Raw -1017119.052204 + Penalty 2933.663814 = -1014185.388390
  nChanged 10
		SP:Iteration 36Q (105498.480000 sec): 3 clusters
  Score: Raw -1017121.024986 + Penalty 2933.663814 = -1014187.361172
  nChanged 8
		SP:Iteration 37Q (105498.610000 sec): 3 clusters
  Score: Raw -1017122.708792 + Penalty 2933.663814 = -1014189.044978
  nChanged 6
		SP:Iteration 38Q (105498.730000 sec): 3 clusters
  Score: Raw -1017124.017674 + Penalty 2933.663814 = -1014190.353860
  nChanged 7
		SP:Iteration 39Q (105498.850000 sec): 3 clusters
  Score: Raw -1017125.342441 + Penalty 2933.663814 = -1014191.678626
  nChanged 9
		SP:Iteration 40F (105498.980000 sec): 3 clusters
  Score: Raw -1017127.777092 + Penalty 2933.663814 = -1014194.113277
  nChanged 12
		SP:Iteration 41Q (105499.100000 sec): 3 clusters
  Score: Raw -1017130.521784 + Penalty 2933.663814 = -1014196.857970
  nChanged 16
		SP:Iteration 42Q (105499.220000 sec): 3 clusters
  Score: Raw -1017134.078270 + Penalty 2933.663814 = -1014200.414456
  nChanged 10
		SP:Iteration 43Q (105499.340000 sec): 3 clusters
  Score: Raw -1017136.445974 + Penalty 2933.663814 = -1014202.782160
  nChanged 7
		SP:Iteration 44Q (105499.460000 sec): 3 clusters
  Score: Raw -1017137.898640 + Penalty 2933.663814 = -1014204.234826
  nChanged 8
		SP:Iteration 45Q (105499.590000 sec): 3 clusters
  Score: Raw -1017139.298322 + Penalty 2933.663814 = -1014205.634508
  nChanged 7
		SP:Iteration 46Q (105499.710000 sec): 3 clusters
  Score: Raw -1017141.082944 + Penalty 2933.663814 = -1014207.419130
  nChanged 8
		SP:Iteration 47Q (105499.830000 sec): 3 clusters
  Score: Raw -1017143.365532 + Penalty 2933.663814 = -1014209.701718
  nChanged 10
		SP:Iteration 48Q (105499.950000 sec): 3 clusters
  Score: Raw -1017145.815752 + Penalty 2933.663814 = -1014212.151938
  nChanged 9
		SP:Iteration 49Q (105500.080000 sec): 3 clusters
  Score: Raw -1017148.253369 + Penalty 2933.663814 = -1014214.589555
  nChanged 14
		SP:Iteration 50Q (105500.200000 sec): 3 clusters
  Score: Raw -1017152.360474 + Penalty 2933.663814 = -1014218.696660
  nChanged 18
		SP:Iteration 51Q (105500.320000 sec): 3 clusters
  Score: Raw -1017157.114145 + Penalty 2933.663814 = -1014223.450331
  nChanged 12
		SP:Iteration 52Q (105500.440000 sec): 3 clusters
  Score: Raw -1017159.228890 + Penalty 2933.663814 = -1014225.565076
  nChanged 7
		SP:Iteration 53Q (105500.560000 sec): 3 clusters
  Score: Raw -1017161.295157 + Penalty 2933.663814 = -1014227.631342
  nChanged 7
		SP:Iteration 54Q (105500.680000 sec): 3 clusters
  Score: Raw -1017162.616269 + Penalty 2933.663814 = -1014228.952455
  nChanged 7
		SP:Iteration 55Q (105500.800000 sec): 3 clusters
  Score: Raw -1017163.866620 + Penalty 2933.663814 = -1014230.202806
  nChanged 4
		SP:Iteration 56Q (105500.920000 sec): 3 clusters
  Score: Raw -1017164.906345 + Penalty 2933.663814 = -1014231.242531
  nChanged 5
		SP:Iteration 57Q (105501.040000 sec): 3 clusters
  Score: Raw -1017166.381516 + Penalty 2933.663814 = -1014232.717702
  nChanged 5
		SP:Iteration 58Q (105501.170000 sec): 3 clusters
  Score: Raw -1017167.526885 + Penalty 2933.663814 = -1014233.863071
  nChanged 3
		SP:Iteration 59Q (105501.290000 sec): 3 clusters
  Score: Raw -1017168.436016 + Penalty 2933.663814 = -1014234.772202
  nChanged 3
		SP:Iteration 60F (105501.420000 sec): 3 clusters
  Score: Raw -1017168.895941 + Penalty 2933.663814 = -1014235.232127
  nChanged 5
		SP:Iteration 61Q (105501.540000 sec): 3 clusters
  Score: Raw -1017169.760478 + Penalty 2933.663814 = -1014236.096664
  nChanged 2
		SP:Iteration 62Q (105501.660000 sec): 3 clusters
  Score: Raw -1017169.912932 + Penalty 2933.663814 = -1014236.249118
  nChanged 0
		SP:Iteration 63F (105501.790000 sec): 3 clusters
  Score: Raw -1017169.912932 + Penalty 2933.663814 = -1014236.249118
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 11 (14945 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105501.940000 sec): 2 clusters
  Score: Raw -1826500.011844 + Penalty 1561.971462 = -1824938.040382
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105502.170000 sec): 3 clusters
  Score: Raw -1817716.471753 + Penalty 3123.942924 = -1814592.528828
  nChanged 6677
		SP:Iteration 1F (105502.370000 sec): 3 clusters
  Score: Raw -1821421.728190 + Penalty 3123.942924 = -1818297.785266
  nChanged 834
		SP:Iteration 2F (105502.560000 sec): 3 clusters
  Score: Raw -1821753.023354 + Penalty 3123.942924 = -1818629.080430
  nChanged 719
		SP:Iteration 3Q (105502.750000 sec): 3 clusters
  Score: Raw -1822041.392099 + Penalty 3123.942924 = -1818917.449175
  nChanged 662
		SP:Iteration 4Q (105502.940000 sec): 3 clusters
  Score: Raw -1822302.059593 + Penalty 3123.942924 = -1819178.116668
  nChanged 632
		SP:Iteration 5Q (105503.120000 sec): 3 clusters
  Score: Raw -1822532.577964 + Penalty 3123.942924 = -1819408.635040
  nChanged 590
		SP:Iteration 6Q (105503.360000 sec): 3 clusters
  Score: Raw -1822764.211774 + Penalty 3123.942924 = -1819640.268849
  nChanged 636
		SP:Iteration 7Q (105503.550000 sec): 3 clusters
  Score: Raw -1823060.174250 + Penalty 3123.942924 = -1819936.231325
  nChanged 721
		SP:Iteration 8Q (105503.740000 sec): 3 clusters
  Score: Raw -1823502.212815 + Penalty 3123.942924 = -1820378.269891
  nChanged 789
		SP:Iteration 9F (105503.920000 sec): 3 clusters
  Score: Raw -1824030.869128 + Penalty 3123.942924 = -1820906.926203
  nChanged 791
		SP:Iteration 10F (105504.110000 sec): 3 clusters
  Score: Raw -1824536.006060 + Penalty 3123.942924 = -1821412.063135
  nChanged 761
		SP:Iteration 11F (105504.340000 sec): 3 clusters
  Score: Raw -1825061.850262 + Penalty 3123.942924 = -1821937.907338
  nChanged 636
		SP:Iteration 12Q (105504.530000 sec): 3 clusters
  Score: Raw -1825494.977473 + Penalty 3123.942924 = -1822371.034549
  nChanged 485
		SP:Iteration 13Q (105504.720000 sec): 3 clusters
  Score: Raw -1825798.808472 + Penalty 3123.942924 = -1822674.865547
  nChanged 398
		SP:Iteration 14Q (105504.900000 sec): 3 clusters
  Score: Raw -1826048.994724 + Penalty 3123.942924 = -1822925.051799
  nChanged 319
		SP:Iteration 15Q (105505.130000 sec): 3 clusters
  Score: Raw -1826272.853379 + Penalty 3123.942924 = -1823148.910455
  nChanged 234
		SP:Iteration 16Q (105505.310000 sec): 3 clusters
  Score: Raw -1826438.192737 + Penalty 3123.942924 = -1823314.249812
  nChanged 185
		SP:Iteration 17Q (105505.490000 sec): 3 clusters
  Score: Raw -1826568.618700 + Penalty 3123.942924 = -1823444.675776
  nChanged 123
		SP:Iteration 18Q (105505.720000 sec): 3 clusters
  Score: Raw -1826649.591313 + Penalty 3123.942924 = -1823525.648389
  nChanged 76
		SP:Iteration 19Q (105505.900000 sec): 3 clusters
  Score: Raw -1826696.074656 + Penalty 3123.942924 = -1823572.131732
  nChanged 48
		SP:Iteration 20F (105506.140000 sec): 3 clusters
  Score: Raw -1826724.153432 + Penalty 3123.942924 = -1823600.210508
  nChanged 42
		SP:Iteration 21Q (105506.320000 sec): 3 clusters
  Score: Raw -1826747.221434 + Penalty 3123.942924 = -1823623.278510
  nChanged 30
		SP:Iteration 22Q (105506.500000 sec): 3 clusters
  Score: Raw -1826764.508025 + Penalty 3123.942924 = -1823640.565101
  nChanged 24
		SP:Iteration 23Q (105506.730000 sec): 3 clusters
  Score: Raw -1826774.287032 + Penalty 3123.942924 = -1823650.344108
  nChanged 10
		SP:Iteration 24Q (105506.910000 sec): 3 clusters
  Score: Raw -1826778.169812 + Penalty 3123.942924 = -1823654.226887
  nChanged 4
		SP:Iteration 25Q (105507.090000 sec): 3 clusters
  Score: Raw -1826780.184968 + Penalty 3123.942924 = -1823656.242044
  nChanged 5
		SP:Iteration 26Q (105507.320000 sec): 3 clusters
  Score: Raw -1826781.440565 + Penalty 3123.942924 = -1823657.497640
  nChanged 3
		SP:Iteration 27Q (105507.500000 sec): 3 clusters
  Score: Raw -1826782.604975 + Penalty 3123.942924 = -1823658.662050
  nChanged 2
		SP:Iteration 28Q (105507.710000 sec): 3 clusters
  Score: Raw -1826783.438797 + Penalty 3123.942924 = -1823659.495873
  nChanged 3
		SP:Iteration 29Q (105507.890000 sec): 3 clusters
  Score: Raw -1826784.439428 + Penalty 3123.942924 = -1823660.496504
  nChanged 2
		SP:Iteration 30Q (105508.120000 sec): 3 clusters
  Score: Raw -1826785.097292 + Penalty 3123.942924 = -1823661.154367
  nChanged 0
		SP:Iteration 31F (105508.310000 sec): 3 clusters
  Score: Raw -1826785.097292 + Penalty 3123.942924 = -1823661.154367
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 12 (6097 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105508.390000 sec): 2 clusters
  Score: Raw -653728.684373 + Penalty 1416.277220 = -652312.407152
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105508.500000 sec): 3 clusters
  Score: Raw -650500.638776 + Penalty 2832.554441 = -647668.084335
  nChanged 2504
		SP:Iteration 1F (105508.600000 sec): 3 clusters
  Score: Raw -652112.417223 + Penalty 2832.554441 = -649279.862782
  nChanged 483
		SP:Iteration 2F (105508.700000 sec): 3 clusters
  Score: Raw -652574.127002 + Penalty 2832.554441 = -649741.572561
  nChanged 457
		SP:Iteration 3F (105508.800000 sec): 3 clusters
  Score: Raw -652966.006057 + Penalty 2832.554441 = -650133.451616
  nChanged 392
		SP:Iteration 4F (105508.900000 sec): 3 clusters
  Score: Raw -653237.658982 + Penalty 2832.554441 = -650405.104541
  nChanged 325
		SP:Iteration 5F (105509.000000 sec): 3 clusters
  Score: Raw -653451.243341 + Penalty 2832.554441 = -650618.688900
  nChanged 267
		SP:Iteration 6Q (105509.100000 sec): 3 clusters
  Score: Raw -653633.164947 + Penalty 2832.554441 = -650800.610506
  nChanged 231
		SP:Iteration 7Q (105509.200000 sec): 3 clusters
  Score: Raw -653767.833936 + Penalty 2832.554441 = -650935.279496
  nChanged 174
		SP:Iteration 8Q (105509.300000 sec): 3 clusters
  Score: Raw -653860.922308 + Penalty 2832.554441 = -651028.367867
  nChanged 173
		SP:Iteration 9Q (105509.390000 sec): 3 clusters
  Score: Raw -653955.112674 + Penalty 2832.554441 = -651122.558233
  nChanged 140
		SP:Iteration 10Q (105509.490000 sec): 3 clusters
  Score: Raw -654011.030134 + Penalty 2832.554441 = -651178.475693
  nChanged 120
		SP:Iteration 11Q (105509.590000 sec): 3 clusters
  Score: Raw -654062.202510 + Penalty 2832.554441 = -651229.648069
  nChanged 92
		SP:Iteration 12Q (105509.690000 sec): 3 clusters
  Score: Raw -654103.719506 + Penalty 2832.554441 = -651271.165065
  nChanged 78
		SP:Iteration 13Q (105509.780000 sec): 3 clusters
  Score: Raw -654139.113428 + Penalty 2832.554441 = -651306.558987
  nChanged 94
		SP:Iteration 14Q (105509.880000 sec): 3 clusters
  Score: Raw -654178.430230 + Penalty 2832.554441 = -651345.875789
  nChanged 86
		SP:Iteration 15Q (105509.980000 sec): 3 clusters
  Score: Raw -654217.691050 + Penalty 2832.554441 = -651385.136609
  nChanged 75
		SP:Iteration 16Q (105510.080000 sec): 3 clusters
  Score: Raw -654245.382775 + Penalty 2832.554441 = -651412.828334
  nChanged 67
		SP:Iteration 17Q (105510.180000 sec): 3 clusters
  Score: Raw -654269.778653 + Penalty 2832.554441 = -651437.224212
  nChanged 60
		SP:Iteration 18Q (105510.270000 sec): 3 clusters
  Score: Raw -654295.973524 + Penalty 2832.554441 = -651463.419083
  nChanged 41
		SP:Iteration 19Q (105510.370000 sec): 3 clusters
  Score: Raw -654312.749856 + Penalty 2832.554441 = -651480.195415
  nChanged 42
		SP:Iteration 20F (105510.470000 sec): 3 clusters
  Score: Raw -654326.930752 + Penalty 2832.554441 = -651494.376311
  nChanged 30
		SP:Iteration 21Q (105510.570000 sec): 3 clusters
  Score: Raw -654337.727977 + Penalty 2832.554441 = -651505.173536
  nChanged 23
		SP:Iteration 22Q (105510.660000 sec): 3 clusters
  Score: Raw -654344.870836 + Penalty 2832.554441 = -651512.316395
  nChanged 25
		SP:Iteration 23Q (105510.760000 sec): 3 clusters
  Score: Raw -654354.917355 + Penalty 2832.554441 = -651522.362914
  nChanged 20
		SP:Iteration 24Q (105510.860000 sec): 3 clusters
  Score: Raw -654361.480079 + Penalty 2832.554441 = -651528.925638
  nChanged 16
		SP:Iteration 25Q (105510.950000 sec): 3 clusters
  Score: Raw -654365.200332 + Penalty 2832.554441 = -651532.645891
  nChanged 13
		SP:Iteration 26Q (105511.050000 sec): 3 clusters
  Score: Raw -654370.018829 + Penalty 2832.554441 = -651537.464388
  nChanged 17
		SP:Iteration 27Q (105511.150000 sec): 3 clusters
  Score: Raw -654376.611468 + Penalty 2832.554441 = -651544.057027
  nChanged 13
		SP:Iteration 28Q (105511.250000 sec): 3 clusters
  Score: Raw -654383.608106 + Penalty 2832.554441 = -651551.053665
  nChanged 21
		SP:Iteration 29Q (105511.340000 sec): 3 clusters
  Score: Raw -654392.222663 + Penalty 2832.554441 = -651559.668222
  nChanged 16
		SP:Iteration 30Q (105511.440000 sec): 3 clusters
  Score: Raw -654398.127006 + Penalty 2832.554441 = -651565.572565
  nChanged 12
		SP:Iteration 31Q (105511.540000 sec): 3 clusters
  Score: Raw -654402.127991 + Penalty 2832.554441 = -651569.573550
  nChanged 12
		SP:Iteration 32Q (105511.640000 sec): 3 clusters
  Score: Raw -654405.676995 + Penalty 2832.554441 = -651573.122554
  nChanged 7
		SP:Iteration 33Q (105511.730000 sec): 3 clusters
  Score: Raw -654407.243842 + Penalty 2832.554441 = -651574.689401
  nChanged 5
		SP:Iteration 34Q (105511.830000 sec): 3 clusters
  Score: Raw -654408.713915 + Penalty 2832.554441 = -651576.159474
  nChanged 9
		SP:Iteration 35Q (105511.930000 sec): 3 clusters
  Score: Raw -654412.693914 + Penalty 2832.554441 = -651580.139473
  nChanged 12
		SP:Iteration 36Q (105512.030000 sec): 3 clusters
  Score: Raw -654416.016636 + Penalty 2832.554441 = -651583.462195
  nChanged 6
		SP:Iteration 37Q (105512.120000 sec): 3 clusters
  Score: Raw -654417.650239 + Penalty 2832.554441 = -651585.095798
  nChanged 4
		SP:Iteration 38Q (105512.220000 sec): 3 clusters
  Score: Raw -654418.451766 + Penalty 2832.554441 = -651585.897325
  nChanged 4
		SP:Iteration 39Q (105512.320000 sec): 3 clusters
  Score: Raw -654420.321476 + Penalty 2832.554441 = -651587.767035
  nChanged 5
		SP:Iteration 40F (105512.420000 sec): 3 clusters
  Score: Raw -654421.273406 + Penalty 2832.554441 = -651588.718965
  nChanged 1
		SP:Iteration 41Q (105512.520000 sec): 3 clusters
  Score: Raw -654421.405262 + Penalty 2832.554441 = -651588.850821
  nChanged 0
		SP:Iteration 42F (105512.610000 sec): 3 clusters
  Score: Raw -654421.405262 + Penalty 2832.554441 = -651588.850821
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 13 (344 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105512.660000 sec): 2 clusters
  Score: Raw -32978.262964 + Penalty 949.104269 = -32029.158695
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105512.670000 sec): 3 clusters
  Score: Raw -33076.638005 + Penalty 1898.208539 = -31178.429466
  nChanged 79
		SP:Iteration 1F (105512.680000 sec): 3 clusters
  Score: Raw -33360.573755 + Penalty 1898.208539 = -31462.365217
  nChanged 22
		SP:Iteration 2F (105512.690000 sec): 3 clusters
  Score: Raw -33475.350302 + Penalty 1898.208539 = -31577.141763
  nChanged 11
		SP:Iteration 3Q (105512.700000 sec): 3 clusters
  Score: Raw -33506.508635 + Penalty 1898.208539 = -31608.300096
  nChanged 6
		SP:Iteration 4Q (105512.700000 sec): 3 clusters
  Score: Raw -33525.546424 + Penalty 1898.208539 = -31627.337885
  nChanged 8
		SP:Iteration 5Q (105512.710000 sec): 3 clusters
  Score: Raw -33547.774146 + Penalty 1898.208539 = -31649.565607
  nChanged 3
		SP:Iteration 6Q (105512.720000 sec): 3 clusters
  Score: Raw -33573.933543 + Penalty 1898.208539 = -31675.725005
  nChanged 4
		SP:Iteration 7Q (105512.720000 sec): 3 clusters
  Score: Raw -33582.887277 + Penalty 1898.208539 = -31684.678738
  nChanged 0
		SP:Iteration 8F (105512.730000 sec): 3 clusters
  Score: Raw -33582.887277 + Penalty 1898.208539 = -31684.678738
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 14 (883 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105512.790000 sec): 2 clusters
  Score: Raw -86837.697439 + Penalty 1102.290345 = -85735.407094
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105512.810000 sec): 3 clusters
  Score: Raw -86685.415646 + Penalty 2204.580690 = -84480.834956
  nChanged 264
		SP:Iteration 1F (105512.830000 sec): 3 clusters
  Score: Raw -87250.634406 + Penalty 2204.580690 = -85046.053716
  nChanged 88
		SP:Iteration 2F (105512.840000 sec): 3 clusters
  Score: Raw -87386.764115 + Penalty 2204.580690 = -85182.183425
  nChanged 41
		SP:Iteration 3Q (105512.860000 sec): 3 clusters
  Score: Raw -87443.241226 + Penalty 2204.580690 = -85238.660536
  nChanged 28
		SP:Iteration 4Q (105512.880000 sec): 3 clusters
  Score: Raw -87484.628298 + Penalty 2204.580690 = -85280.047608
  nChanged 19
		SP:Iteration 5Q (105512.900000 sec): 3 clusters
  Score: Raw -87521.080088 + Penalty 2204.580690 = -85316.499398
  nChanged 19
		SP:Iteration 6Q (105512.910000 sec): 3 clusters
  Score: Raw -87550.135507 + Penalty 2204.580690 = -85345.554817
  nChanged 14
		SP:Iteration 7Q (105512.930000 sec): 3 clusters
  Score: Raw -87571.988833 + Penalty 2204.580690 = -85367.408143
  nChanged 15
		SP:Iteration 8Q (105512.940000 sec): 3 clusters
  Score: Raw -87590.927154 + Penalty 2204.580690 = -85386.346464
  nChanged 12
		SP:Iteration 9Q (105512.960000 sec): 3 clusters
  Score: Raw -87609.194102 + Penalty 2204.580690 = -85404.613411
  nChanged 10
		SP:Iteration 10Q (105512.980000 sec): 3 clusters
  Score: Raw -87627.149118 + Penalty 2204.580690 = -85422.568428
  nChanged 11
		SP:Iteration 11Q (105513.000000 sec): 3 clusters
  Score: Raw -87651.650771 + Penalty 2204.580690 = -85447.070081
  nChanged 7
		SP:Iteration 12Q (105513.010000 sec): 3 clusters
  Score: Raw -87664.219335 + Penalty 2204.580690 = -85459.638645
  nChanged 4
		SP:Iteration 13Q (105513.030000 sec): 3 clusters
  Score: Raw -87669.310074 + Penalty 2204.580690 = -85464.729384
  nChanged 1
		SP:Iteration 14Q (105513.040000 sec): 3 clusters
  Score: Raw -87670.358334 + Penalty 2204.580690 = -85465.777644
  nChanged 1
		SP:Iteration 15Q (105513.060000 sec): 3 clusters
  Score: Raw -87670.916312 + Penalty 2204.580690 = -85466.335622
  nChanged 1
		SP:Iteration 16Q (105513.080000 sec): 3 clusters
  Score: Raw -87671.843326 + Penalty 2204.580690 = -85467.262636
  nChanged 2
		SP:Iteration 17Q (105513.090000 sec): 3 clusters
  Score: Raw -87673.268247 + Penalty 2204.580690 = -85468.687557
  nChanged 1
		SP:Iteration 18Q (105513.110000 sec): 3 clusters
  Score: Raw -87674.248785 + Penalty 2204.580690 = -85469.668095
  nChanged 0
		SP:Iteration 19F (105513.130000 sec): 3 clusters
  Score: Raw -87674.248785 + Penalty 2204.580690 = -85469.668095
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 15 (36264 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105513.450000 sec): 2 clusters
  Score: Raw -4577592.970696 + Penalty 1706.019379 = -4575886.951317
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105513.840000 sec): 3 clusters
  Score: Raw -4555114.570792 + Penalty 3412.038758 = -4551702.532035
  nChanged 16790
		SP:Iteration 1F (105514.240000 sec): 3 clusters
  Score: Raw -4564251.862930 + Penalty 3412.038758 = -4560839.824173
  nChanged 1654
		SP:Iteration 2Q (105514.630000 sec): 3 clusters
  Score: Raw -4564785.969907 + Penalty 3412.038758 = -4561373.931149
  nChanged 1728
		SP:Iteration 3Q (105514.980000 sec): 3 clusters
  Score: Raw -4565416.341000 + Penalty 3412.038758 = -4562004.302243
  nChanged 1825
		SP:Iteration 4F (105515.350000 sec): 3 clusters
  Score: Raw -4566182.510049 + Penalty 3412.038758 = -4562770.471292
  nChanged 1964
		SP:Iteration 5F (105515.740000 sec): 3 clusters
  Score: Raw -4567092.108956 + Penalty 3412.038758 = -4563680.070198
  nChanged 2130
		SP:Iteration 6F (105516.140000 sec): 3 clusters
  Score: Raw -4568176.413492 + Penalty 3412.038758 = -4564764.374735
  nChanged 2169
		SP:Iteration 7F (105516.490000 sec): 3 clusters
  Score: Raw -4569333.881435 + Penalty 3412.038758 = -4565921.842678
  nChanged 2023
		SP:Iteration 8F (105516.860000 sec): 3 clusters
  Score: Raw -4570498.833307 + Penalty 3412.038758 = -4567086.794549
  nChanged 1914
		SP:Iteration 9F (105517.250000 sec): 3 clusters
  Score: Raw -4571669.422462 + Penalty 3412.038758 = -4568257.383705
  nChanged 1751
		SP:Iteration 10Q (105517.640000 sec): 3 clusters
  Score: Raw -4572859.252263 + Penalty 3412.038758 = -4569447.213506
  nChanged 1620
		SP:Iteration 11Q (105517.990000 sec): 3 clusters
  Score: Raw -4574126.285063 + Penalty 3412.038758 = -4570714.246306
  nChanged 1540
		SP:Iteration 12Q (105518.360000 sec): 3 clusters
  Score: Raw -4575464.772244 + Penalty 3412.038758 = -4572052.733486
  nChanged 1164
		SP:Iteration 13Q (105518.750000 sec): 3 clusters
  Score: Raw -4576487.807436 + Penalty 3412.038758 = -4573075.768678
  nChanged 719
		SP:Iteration 14Q (105519.080000 sec): 3 clusters
  Score: Raw -4577096.826700 + Penalty 3412.038758 = -4573684.787943
  nChanged 394
		SP:Iteration 15Q (105519.450000 sec): 3 clusters
  Score: Raw -4577412.604243 + Penalty 3412.038758 = -4574000.565485
  nChanged 203
		SP:Iteration 16Q (105519.760000 sec): 3 clusters
  Score: Raw -4577574.368764 + Penalty 3412.038758 = -4574162.330006
  nChanged 124
		SP:Iteration 17Q (105520.120000 sec): 3 clusters
  Score: Raw -4577676.772923 + Penalty 3412.038758 = -4574264.734165
  nChanged 75
		SP:Iteration 18Q (105520.430000 sec): 3 clusters
  Score: Raw -4577740.197260 + Penalty 3412.038758 = -4574328.158502
  nChanged 44
		SP:Iteration 19Q (105520.740000 sec): 3 clusters
  Score: Raw -4577772.852257 + Penalty 3412.038758 = -4574360.813499
  nChanged 19
		SP:Iteration 20F (105521.120000 sec): 3 clusters
  Score: Raw -4577789.789702 + Penalty 3412.038758 = -4574377.750945
  nChanged 17
		SP:Iteration 21Q (105521.480000 sec): 3 clusters
  Score: Raw -4577806.311622 + Penalty 3412.038758 = -4574394.272864
  nChanged 12
		SP:Iteration 22Q (105521.810000 sec): 3 clusters
  Score: Raw -4577814.405315 + Penalty 3412.038758 = -4574402.366557
  nChanged 13
		SP:Iteration 23Q (105522.170000 sec): 3 clusters
  Score: Raw -4577825.935750 + Penalty 3412.038758 = -4574413.896992
  nChanged 4
		SP:Iteration 24Q (105522.500000 sec): 3 clusters
  Score: Raw -4577830.096987 + Penalty 3412.038758 = -4574418.058229
  nChanged 3
		SP:Iteration 25Q (105522.850000 sec): 3 clusters
  Score: Raw -4577833.019239 + Penalty 3412.038758 = -4574420.980482
  nChanged 4
		SP:Iteration 26Q (105523.180000 sec): 3 clusters
  Score: Raw -4577835.820043 + Penalty 3412.038758 = -4574423.781286
  nChanged 4
		SP:Iteration 27Q (105523.530000 sec): 3 clusters
  Score: Raw -4577838.955725 + Penalty 3412.038758 = -4574426.916968
  nChanged 3
		SP:Iteration 28Q (105523.870000 sec): 3 clusters
  Score: Raw -4577841.535360 + Penalty 3412.038758 = -4574429.496602
  nChanged 1
		SP:Iteration 29Q (105524.220000 sec): 3 clusters
  Score: Raw -4577841.952339 + Penalty 3412.038758 = -4574429.913582
  nChanged 1
		SP:Iteration 30Q (105524.550000 sec): 3 clusters
  Score: Raw -4577842.787931 + Penalty 3412.038758 = -4574430.749174
  nChanged 1
		SP:Iteration 31Q (105524.890000 sec): 3 clusters
  Score: Raw -4577843.714125 + Penalty 3412.038758 = -4574431.675368
  nChanged 1
		SP:Iteration 32Q (105525.220000 sec): 3 clusters
  Score: Raw -4577844.147321 + Penalty 3412.038758 = -4574432.108564
  nChanged 0
		SP:Iteration 33F (105525.560000 sec): 3 clusters
  Score: Raw -4577844.147321 + Penalty 3412.038758 = -4574432.108564
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 16 (10889 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105525.660000 sec): 2 clusters
  Score: Raw -1301075.937080 + Penalty 1510.520112 = -1299565.416968
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105525.850000 sec): 3 clusters
  Score: Raw -1294767.227752 + Penalty 3021.040225 = -1291746.187527
  nChanged 4800
		SP:Iteration 1F (105525.980000 sec): 3 clusters
  Score: Raw -1297632.371258 + Penalty 3021.040225 = -1294611.331033
  nChanged 967
		SP:Iteration 2F (105526.160000 sec): 3 clusters
  Score: Raw -1298301.976076 + Penalty 3021.040225 = -1295280.935851
  nChanged 869
		SP:Iteration 3F (105526.320000 sec): 3 clusters
  Score: Raw -1298906.827326 + Penalty 3021.040225 = -1295885.787101
  nChanged 735
		SP:Iteration 4F (105526.460000 sec): 3 clusters
  Score: Raw -1299401.095000 + Penalty 3021.040225 = -1296380.054775
  nChanged 661
		SP:Iteration 5F (105526.640000 sec): 3 clusters
  Score: Raw -1299858.422829 + Penalty 3021.040225 = -1296837.382604
  nChanged 564
		SP:Iteration 6F (105526.790000 sec): 3 clusters
  Score: Raw -1300239.532938 + Penalty 3021.040225 = -1297218.492714
  nChanged 489
		SP:Iteration 7Q (105526.950000 sec): 3 clusters
  Score: Raw -1300571.577986 + Penalty 3021.040225 = -1297550.537761
  nChanged 392
		SP:Iteration 8Q (105527.130000 sec): 3 clusters
  Score: Raw -1300834.854715 + Penalty 3021.040225 = -1297813.814490
  nChanged 310
		SP:Iteration 9Q (105527.270000 sec): 3 clusters
  Score: Raw -1301016.534868 + Penalty 3021.040225 = -1297995.494643
  nChanged 234
		SP:Iteration 10Q (105527.430000 sec): 3 clusters
  Score: Raw -1301138.663934 + Penalty 3021.040225 = -1298117.623710
  nChanged 179
		SP:Iteration 11Q (105527.590000 sec): 3 clusters
  Score: Raw -1301214.443981 + Penalty 3021.040225 = -1298193.403756
  nChanged 122
		SP:Iteration 12Q (105527.740000 sec): 3 clusters
  Score: Raw -1301268.706240 + Penalty 3021.040225 = -1298247.666015
  nChanged 116
		SP:Iteration 13Q (105527.910000 sec): 3 clusters
  Score: Raw -1301311.910769 + Penalty 3021.040225 = -1298290.870544
  nChanged 95
		SP:Iteration 14Q (105528.050000 sec): 3 clusters
  Score: Raw -1301351.341685 + Penalty 3021.040225 = -1298330.301460
  nChanged 96
		SP:Iteration 15Q (105528.200000 sec): 3 clusters
  Score: Raw -1301387.961705 + Penalty 3021.040225 = -1298366.921480
  nChanged 75
		SP:Iteration 16Q (105528.370000 sec): 3 clusters
  Score: Raw -1301413.496053 + Penalty 3021.040225 = -1298392.455829
  nChanged 75
		SP:Iteration 17Q (105528.510000 sec): 3 clusters
  Score: Raw -1301437.522359 + Penalty 3021.040225 = -1298416.482134
  nChanged 59
		SP:Iteration 18Q (105528.660000 sec): 3 clusters
  Score: Raw -1301455.392020 + Penalty 3021.040225 = -1298434.351795
  nChanged 59
		SP:Iteration 19Q (105528.820000 sec): 3 clusters
  Score: Raw -1301470.668051 + Penalty 3021.040225 = -1298449.627826
  nChanged 35
		SP:Iteration 20F (105528.960000 sec): 3 clusters
  Score: Raw -1301478.375244 + Penalty 3021.040225 = -1298457.335019
  nChanged 31
		SP:Iteration 21Q (105529.140000 sec): 3 clusters
  Score: Raw -1301488.028571 + Penalty 3021.040225 = -1298466.988346
  nChanged 39
		SP:Iteration 22Q (105529.280000 sec): 3 clusters
  Score: Raw -1301499.780680 + Penalty 3021.040225 = -1298478.740455
  nChanged 46
		SP:Iteration 23Q (105529.420000 sec): 3 clusters
  Score: Raw -1301513.155730 + Penalty 3021.040225 = -1298492.115505
  nChanged 38
		SP:Iteration 24Q (105529.600000 sec): 3 clusters
  Score: Raw -1301523.784954 + Penalty 3021.040225 = -1298502.744729
  nChanged 42
		SP:Iteration 25Q (105529.740000 sec): 3 clusters
  Score: Raw -1301539.820206 + Penalty 3021.040225 = -1298518.779981
  nChanged 50
		SP:Iteration 26Q (105529.880000 sec): 3 clusters
  Score: Raw -1301563.022318 + Penalty 3021.040225 = -1298541.982093
  nChanged 64
		SP:Iteration 27Q (105530.060000 sec): 3 clusters
  Score: Raw -1301597.769034 + Penalty 3021.040225 = -1298576.728809
  nChanged 79
		SP:Iteration 28Q (105530.200000 sec): 3 clusters
  Score: Raw -1301640.123254 + Penalty 3021.040225 = -1298619.083030
  nChanged 72
		SP:Iteration 29Q (105530.340000 sec): 3 clusters
  Score: Raw -1301676.544869 + Penalty 3021.040225 = -1298655.504644
  nChanged 62
		SP:Iteration 30Q (105530.510000 sec): 3 clusters
  Score: Raw -1301714.394597 + Penalty 3021.040225 = -1298693.354372
  nChanged 68
		SP:Iteration 31Q (105530.650000 sec): 3 clusters
  Score: Raw -1301755.939071 + Penalty 3021.040225 = -1298734.898846
  nChanged 76
		SP:Iteration 32Q (105530.800000 sec): 3 clusters
  Score: Raw -1301801.618341 + Penalty 3021.040225 = -1298780.578116
  nChanged 75
		SP:Iteration 33Q (105530.970000 sec): 3 clusters
  Score: Raw -1301866.121198 + Penalty 3021.040225 = -1298845.080973
  nChanged 92
		SP:Iteration 34Q (105531.110000 sec): 3 clusters
  Score: Raw -1301951.859638 + Penalty 3021.040225 = -1298930.819413
  nChanged 85
		SP:Iteration 35Q (105531.250000 sec): 3 clusters
  Score: Raw -1302003.341389 + Penalty 3021.040225 = -1298982.301165
  nChanged 62
		SP:Iteration 36Q (105531.420000 sec): 3 clusters
  Score: Raw -1302024.691371 + Penalty 3021.040225 = -1299003.651147
  nChanged 38
		SP:Iteration 37Q (105531.560000 sec): 3 clusters
  Score: Raw -1302036.134924 + Penalty 3021.040225 = -1299015.094700
  nChanged 22
		SP:Iteration 38Q (105531.700000 sec): 3 clusters
  Score: Raw -1302041.726844 + Penalty 3021.040225 = -1299020.686619
  nChanged 14
		SP:Iteration 39Q (105531.870000 sec): 3 clusters
  Score: Raw -1302044.074290 + Penalty 3021.040225 = -1299023.034065
  nChanged 6
		SP:Iteration 40F (105532.020000 sec): 3 clusters
  Score: Raw -1302045.016440 + Penalty 3021.040225 = -1299023.976216
  nChanged 5
		SP:Iteration 41Q (105532.160000 sec): 3 clusters
  Score: Raw -1302045.466021 + Penalty 3021.040225 = -1299024.425796
  nChanged 0
		SP:Iteration 42F (105532.340000 sec): 3 clusters
  Score: Raw -1302045.466021 + Penalty 3021.040225 = -1299024.425796
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 17 (1003 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105532.410000 sec): 2 clusters
  Score: Raw -116191.811557 + Penalty 1122.997003 = -115068.814554
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105532.430000 sec): 3 clusters
  Score: Raw -115899.436966 + Penalty 2245.994006 = -113653.442960
  nChanged 312
		SP:Iteration 1F (105532.450000 sec): 3 clusters
  Score: Raw -116181.151247 + Penalty 2245.994006 = -113935.157241
  nChanged 78
		SP:Iteration 2F (105532.470000 sec): 3 clusters
  Score: Raw -116293.043104 + Penalty 2245.994006 = -114047.049098
  nChanged 60
		SP:Iteration 3F (105532.490000 sec): 3 clusters
  Score: Raw -116400.054895 + Penalty 2245.994006 = -114154.060889
  nChanged 51
		SP:Iteration 4F (105532.510000 sec): 3 clusters
  Score: Raw -116512.997849 + Penalty 2245.994006 = -114267.003842
  nChanged 56
		SP:Iteration 5F (105532.530000 sec): 3 clusters
  Score: Raw -116632.053552 + Penalty 2245.994006 = -114386.059545
  nChanged 47
		SP:Iteration 6Q (105532.550000 sec): 3 clusters
  Score: Raw -116771.532420 + Penalty 2245.994006 = -114525.538414
  nChanged 44
		SP:Iteration 7Q (105532.570000 sec): 3 clusters
  Score: Raw -116940.924868 + Penalty 2245.994006 = -114694.930862
  nChanged 47
		SP:Iteration 8Q (105532.590000 sec): 3 clusters
  Score: Raw -117069.078678 + Penalty 2245.994006 = -114823.084672
  nChanged 29
		SP:Iteration 9Q (105532.610000 sec): 3 clusters
  Score: Raw -117128.432735 + Penalty 2245.994006 = -114882.438729
  nChanged 23
		SP:Iteration 10Q (105532.630000 sec): 3 clusters
  Score: Raw -117209.528321 + Penalty 2245.994006 = -114963.534315
  nChanged 21
		SP:Iteration 11Q (105532.640000 sec): 3 clusters
  Score: Raw -117297.744555 + Penalty 2245.994006 = -115051.750549
  nChanged 17
		SP:Iteration 12Q (105532.660000 sec): 3 clusters
  Score: Raw -117346.331886 + Penalty 2245.994006 = -115100.337880
  nChanged 10
		SP:Iteration 13Q (105532.670000 sec): 3 clusters
  Score: Raw -117404.306524 + Penalty 2245.994006 = -115158.312518
  nChanged 10
		SP:Iteration 14Q (105532.690000 sec): 3 clusters
  Score: Raw -117430.577799 + Penalty 2245.994006 = -115184.583793
  nChanged 6
		SP:Iteration 15Q (105532.710000 sec): 3 clusters
  Score: Raw -117440.592738 + Penalty 2245.994006 = -115194.598732
  nChanged 2
		SP:Iteration 16Q (105532.730000 sec): 3 clusters
  Score: Raw -117445.038120 + Penalty 2245.994006 = -115199.044114
  nChanged 4
		SP:Iteration 17Q (105532.750000 sec): 3 clusters
  Score: Raw -117452.676354 + Penalty 2245.994006 = -115206.682348
  nChanged 3
		SP:Iteration 18Q (105532.770000 sec): 3 clusters
  Score: Raw -117457.118607 + Penalty 2245.994006 = -115211.124601
  nChanged 6
		SP:Iteration 19Q (105532.790000 sec): 3 clusters
  Score: Raw -117467.529683 + Penalty 2245.994006 = -115221.535677
  nChanged 2
		SP:Iteration 20F (105532.810000 sec): 3 clusters
  Score: Raw -117471.784369 + Penalty 2245.994006 = -115225.790363
  nChanged 2
		SP:Iteration 21Q (105532.830000 sec): 3 clusters
  Score: Raw -117474.526816 + Penalty 2245.994006 = -115228.532810
  nChanged 1
		SP:Iteration 22Q (105532.840000 sec): 3 clusters
  Score: Raw -117475.626393 + Penalty 2245.994006 = -115229.632387
  nChanged 2
		SP:Iteration 23Q (105532.860000 sec): 3 clusters
  Score: Raw -117478.602905 + Penalty 2245.994006 = -115232.608899
  nChanged 0
		SP:Iteration 24F (105532.880000 sec): 3 clusters
  Score: Raw -117478.602905 + Penalty 2245.994006 = -115232.608899
  nChanged 0
  Score: Raw -119178813.173294 + Penalty 274544.754863 = -118904268.418431

Splitting cluster 17 changes total score from -118905231.993925 to -118904268.418431

 So it's not getting split.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 18 (6532 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105917.680000 sec): 2 clusters
  Score: Raw -772770.865589 + Penalty 1427.476124 = -771343.389465
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105917.800000 sec): 3 clusters
  Score: Raw -769249.427480 + Penalty 2854.952248 = -766394.475233
  nChanged 2727
		SP:Iteration 1F (105917.910000 sec): 3 clusters
  Score: Raw -770780.435708 + Penalty 2854.952248 = -767925.483460
  nChanged 484
		SP:Iteration 2F (105918.020000 sec): 3 clusters
  Score: Raw -771055.901077 + Penalty 2854.952248 = -768200.948830
  nChanged 375
		SP:Iteration 3F (105918.140000 sec): 3 clusters
  Score: Raw -771294.495156 + Penalty 2854.952248 = -768439.542908
  nChanged 360
		SP:Iteration 4F (105918.250000 sec): 3 clusters
  Score: Raw -771525.980861 + Penalty 2854.952248 = -768671.028614
  nChanged 346
		SP:Iteration 5F (105918.370000 sec): 3 clusters
  Score: Raw -771740.551058 + Penalty 2854.952248 = -768885.598810
  nChanged 309
		SP:Iteration 6Q (105918.490000 sec): 3 clusters
  Score: Raw -771935.070158 + Penalty 2854.952248 = -769080.117911
  nChanged 313
		SP:Iteration 7Q (105918.610000 sec): 3 clusters
  Score: Raw -772184.179431 + Penalty 2854.952248 = -769329.227183
  nChanged 386
		SP:Iteration 8F (105918.720000 sec): 3 clusters
  Score: Raw -772491.265167 + Penalty 2854.952248 = -769636.312919
  nChanged 320
		SP:Iteration 9Q (105918.830000 sec): 3 clusters
  Score: Raw -772751.839863 + Penalty 2854.952248 = -769896.887615
  nChanged 262
		SP:Iteration 10Q (105918.950000 sec): 3 clusters
  Score: Raw -772960.304718 + Penalty 2854.952248 = -770105.352470
  nChanged 210
		SP:Iteration 11Q (105919.060000 sec): 3 clusters
  Score: Raw -773140.375048 + Penalty 2854.952248 = -770285.422800
  nChanged 184
		SP:Iteration 12Q (105919.170000 sec): 3 clusters
  Score: Raw -773312.885414 + Penalty 2854.952248 = -770457.933166
  nChanged 161
		SP:Iteration 13Q (105919.280000 sec): 3 clusters
  Score: Raw -773474.929889 + Penalty 2854.952248 = -770619.977641
  nChanged 124
		SP:Iteration 14Q (105919.390000 sec): 3 clusters
  Score: Raw -773609.608285 + Penalty 2854.952248 = -770754.656037
  nChanged 90
		SP:Iteration 15Q (105919.490000 sec): 3 clusters
  Score: Raw -773721.966929 + Penalty 2854.952248 = -770867.014681
  nChanged 78
		SP:Iteration 16Q (105919.590000 sec): 3 clusters
  Score: Raw -773819.047962 + Penalty 2854.952248 = -770964.095714
  nChanged 63
		SP:Iteration 17Q (105919.700000 sec): 3 clusters
  Score: Raw -773865.026555 + Penalty 2854.952248 = -771010.074307
  nChanged 34
		SP:Iteration 18Q (105919.800000 sec): 3 clusters
  Score: Raw -773879.685996 + Penalty 2854.952248 = -771024.733748
  nChanged 12
		SP:Iteration 19Q (105919.900000 sec): 3 clusters
  Score: Raw -773885.662703 + Penalty 2854.952248 = -771030.710455
  nChanged 12
		SP:Iteration 20F (105920.010000 sec): 3 clusters
  Score: Raw -773892.644272 + Penalty 2854.952248 = -771037.692025
  nChanged 9
		SP:Iteration 21Q (105920.110000 sec): 3 clusters
  Score: Raw -773899.534122 + Penalty 2854.952248 = -771044.581874
  nChanged 10
		SP:Iteration 22Q (105920.210000 sec): 3 clusters
  Score: Raw -773903.629965 + Penalty 2854.952248 = -771048.677717
  nChanged 4
		SP:Iteration 23Q (105920.320000 sec): 3 clusters
  Score: Raw -773905.862401 + Penalty 2854.952248 = -771050.910153
  nChanged 3
		SP:Iteration 24Q (105920.420000 sec): 3 clusters
  Score: Raw -773907.060128 + Penalty 2854.952248 = -771052.107881
  nChanged 2
		SP:Iteration 25Q (105920.520000 sec): 3 clusters
  Score: Raw -773907.633359 + Penalty 2854.952248 = -771052.681111
  nChanged 2
		SP:Iteration 26Q (105920.630000 sec): 3 clusters
  Score: Raw -773908.373202 + Penalty 2854.952248 = -771053.420954
  nChanged 1
		SP:Iteration 27Q (105920.730000 sec): 3 clusters
  Score: Raw -773908.770474 + Penalty 2854.952248 = -771053.818227
  nChanged 1
		SP:Iteration 28Q (105920.830000 sec): 3 clusters
  Score: Raw -773908.939349 + Penalty 2854.952248 = -771053.987101
  nChanged 0
		SP:Iteration 29F (105920.940000 sec): 3 clusters
  Score: Raw -773908.939349 + Penalty 2854.952248 = -771053.987101
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 19 (17632 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105921.110000 sec): 2 clusters
  Score: Raw -2026112.383987 + Penalty 1588.838991 = -2024523.544996
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105921.320000 sec): 3 clusters
  Score: Raw -2015622.296859 + Penalty 3177.677981 = -2012444.618878
  nChanged 7794
		SP:Iteration 1F (105921.520000 sec): 3 clusters
  Score: Raw -2020124.872347 + Penalty 3177.677981 = -2016947.194366
  nChanged 1292
		SP:Iteration 2F (105921.730000 sec): 3 clusters
  Score: Raw -2020994.202188 + Penalty 3177.677981 = -2017816.524207
  nChanged 1256
		SP:Iteration 3F (105921.970000 sec): 3 clusters
  Score: Raw -2021909.471524 + Penalty 3177.677981 = -2018731.793543
  nChanged 1268
		SP:Iteration 4F (105922.170000 sec): 3 clusters
  Score: Raw -2022784.905288 + Penalty 3177.677981 = -2019607.227307
  nChanged 1186
		SP:Iteration 5F (105922.380000 sec): 3 clusters
  Score: Raw -2023533.095952 + Penalty 3177.677981 = -2020355.417971
  nChanged 964
		SP:Iteration 6F (105922.610000 sec): 3 clusters
  Score: Raw -2024081.117434 + Penalty 3177.677981 = -2020903.439453
  nChanged 767
		SP:Iteration 7Q (105922.820000 sec): 3 clusters
  Score: Raw -2024490.578980 + Penalty 3177.677981 = -2021312.900999
  nChanged 670
		SP:Iteration 8Q (105923.020000 sec): 3 clusters
  Score: Raw -2024827.532805 + Penalty 3177.677981 = -2021649.854824
  nChanged 567
		SP:Iteration 9Q (105923.280000 sec): 3 clusters
  Score: Raw -2025095.751713 + Penalty 3177.677981 = -2021918.073731
  nChanged 461
		SP:Iteration 10Q (105923.480000 sec): 3 clusters
  Score: Raw -2025281.588103 + Penalty 3177.677981 = -2022103.910122
  nChanged 419
		SP:Iteration 11Q (105923.680000 sec): 3 clusters
  Score: Raw -2025436.960113 + Penalty 3177.677981 = -2022259.282131
  nChanged 360
		SP:Iteration 12Q (105923.950000 sec): 3 clusters
  Score: Raw -2025557.225455 + Penalty 3177.677981 = -2022379.547473
  nChanged 272
		SP:Iteration 13Q (105924.140000 sec): 3 clusters
  Score: Raw -2025635.797722 + Penalty 3177.677981 = -2022458.119741
  nChanged 225
		SP:Iteration 14Q (105924.330000 sec): 3 clusters
  Score: Raw -2025698.736344 + Penalty 3177.677981 = -2022521.058363
  nChanged 186
		SP:Iteration 15Q (105924.560000 sec): 3 clusters
  Score: Raw -2025753.875336 + Penalty 3177.677981 = -2022576.197355
  nChanged 173
		SP:Iteration 16Q (105924.790000 sec): 3 clusters
  Score: Raw -2025798.799670 + Penalty 3177.677981 = -2022621.121688
  nChanged 150
		SP:Iteration 17Q (105924.990000 sec): 3 clusters
  Score: Raw -2025834.301035 + Penalty 3177.677981 = -2022656.623054
  nChanged 134
		SP:Iteration 18Q (105925.190000 sec): 3 clusters
  Score: Raw -2025862.440456 + Penalty 3177.677981 = -2022684.762475
  nChanged 140
		SP:Iteration 19Q (105925.450000 sec): 3 clusters
  Score: Raw -2025894.540956 + Penalty 3177.677981 = -2022716.862975
  nChanged 136
		SP:Iteration 20F (105925.640000 sec): 3 clusters
  Score: Raw -2025929.430689 + Penalty 3177.677981 = -2022751.752707
  nChanged 144
		SP:Iteration 21Q (105925.840000 sec): 3 clusters
  Score: Raw -2025964.817120 + Penalty 3177.677981 = -2022787.139139
  nChanged 129
		SP:Iteration 22Q (105926.090000 sec): 3 clusters
  Score: Raw -2025991.622757 + Penalty 3177.677981 = -2022813.944775
  nChanged 110
		SP:Iteration 23Q (105926.290000 sec): 3 clusters
  Score: Raw -2026015.639146 + Penalty 3177.677981 = -2022837.961165
  nChanged 108
		SP:Iteration 24Q (105926.480000 sec): 3 clusters
  Score: Raw -2026039.878498 + Penalty 3177.677981 = -2022862.200517
  nChanged 112
		SP:Iteration 25Q (105926.690000 sec): 3 clusters
  Score: Raw -2026062.109537 + Penalty 3177.677981 = -2022884.431555
  nChanged 99
		SP:Iteration 26Q (105926.940000 sec): 3 clusters
  Score: Raw -2026081.041878 + Penalty 3177.677981 = -2022903.363896
  nChanged 110
		SP:Iteration 27Q (105927.130000 sec): 3 clusters
  Score: Raw -2026101.337058 + Penalty 3177.677981 = -2022923.659076
  nChanged 112
		SP:Iteration 28Q (105927.320000 sec): 3 clusters
  Score: Raw -2026122.084651 + Penalty 3177.677981 = -2022944.406669
  nChanged 100
		SP:Iteration 29Q (105927.510000 sec): 3 clusters
  Score: Raw -2026144.476001 + Penalty 3177.677981 = -2022966.798020
  nChanged 125
		SP:Iteration 30Q (105927.770000 sec): 3 clusters
  Score: Raw -2026173.017651 + Penalty 3177.677981 = -2022995.339670
  nChanged 107
		SP:Iteration 31Q (105927.960000 sec): 3 clusters
  Score: Raw -2026200.637527 + Penalty 3177.677981 = -2023022.959546
  nChanged 112
		SP:Iteration 32Q (105928.150000 sec): 3 clusters
  Score: Raw -2026230.113613 + Penalty 3177.677981 = -2023052.435632
  nChanged 127
		SP:Iteration 33Q (105928.350000 sec): 3 clusters
  Score: Raw -2026260.668865 + Penalty 3177.677981 = -2023082.990884
  nChanged 128
		SP:Iteration 34Q (105928.600000 sec): 3 clusters
  Score: Raw -2026290.189895 + Penalty 3177.677981 = -2023112.511914
  nChanged 135
		SP:Iteration 35Q (105928.790000 sec): 3 clusters
  Score: Raw -2026320.391499 + Penalty 3177.677981 = -2023142.713518
  nChanged 122
		SP:Iteration 36Q (105928.980000 sec): 3 clusters
  Score: Raw -2026345.810880 + Penalty 3177.677981 = -2023168.132898
  nChanged 126
		SP:Iteration 37Q (105929.160000 sec): 3 clusters
  Score: Raw -2026375.255697 + Penalty 3177.677981 = -2023197.577716
  nChanged 121
		SP:Iteration 38Q (105929.350000 sec): 3 clusters
  Score: Raw -2026403.000281 + Penalty 3177.677981 = -2023225.322300
  nChanged 114
		SP:Iteration 39Q (105929.610000 sec): 3 clusters
  Score: Raw -2026428.255876 + Penalty 3177.677981 = -2023250.577894
  nChanged 106
		SP:Iteration 40F (105929.840000 sec): 3 clusters
  Score: Raw -2026455.877134 + Penalty 3177.677981 = -2023278.199153
  nChanged 120
		SP:Iteration 41Q (105930.040000 sec): 3 clusters
  Score: Raw -2026485.689767 + Penalty 3177.677981 = -2023308.011785
  nChanged 101
		SP:Iteration 42Q (105930.290000 sec): 3 clusters
  Score: Raw -2026508.995183 + Penalty 3177.677981 = -2023331.317201
  nChanged 109
		SP:Iteration 43Q (105930.490000 sec): 3 clusters
  Score: Raw -2026533.637919 + Penalty 3177.677981 = -2023355.959937
  nChanged 96
		SP:Iteration 44Q (105930.670000 sec): 3 clusters
  Score: Raw -2026557.933998 + Penalty 3177.677981 = -2023380.256016
  nChanged 103
		SP:Iteration 45Q (105930.850000 sec): 3 clusters
  Score: Raw -2026589.693139 + Penalty 3177.677981 = -2023412.015158
  nChanged 110
		SP:Iteration 46Q (105931.050000 sec): 3 clusters
  Score: Raw -2026622.629349 + Penalty 3177.677981 = -2023444.951368
  nChanged 110
		SP:Iteration 47Q (105931.310000 sec): 3 clusters
  Score: Raw -2026649.897816 + Penalty 3177.677981 = -2023472.219835
  nChanged 102
		SP:Iteration 48Q (105931.490000 sec): 3 clusters
  Score: Raw -2026678.708389 + Penalty 3177.677981 = -2023501.030407
  nChanged 106
		SP:Iteration 49Q (105931.670000 sec): 3 clusters
  Score: Raw -2026709.397293 + Penalty 3177.677981 = -2023531.719311
  nChanged 108
		SP:Iteration 50Q (105931.860000 sec): 3 clusters
  Score: Raw -2026743.603114 + Penalty 3177.677981 = -2023565.925132
  nChanged 101
		SP:Iteration 51Q (105932.050000 sec): 3 clusters
  Score: Raw -2026775.535901 + Penalty 3177.677981 = -2023597.857919
  nChanged 99
		SP:Iteration 52Q (105932.310000 sec): 3 clusters
  Score: Raw -2026804.861150 + Penalty 3177.677981 = -2023627.183168
  nChanged 99
		SP:Iteration 53Q (105932.490000 sec): 3 clusters
  Score: Raw -2026836.583661 + Penalty 3177.677981 = -2023658.905680
  nChanged 103
		SP:Iteration 54Q (105932.670000 sec): 3 clusters
  Score: Raw -2026870.666045 + Penalty 3177.677981 = -2023692.988064
  nChanged 102
		SP:Iteration 55Q (105932.850000 sec): 3 clusters
  Score: Raw -2026904.254157 + Penalty 3177.677981 = -2023726.576176
  nChanged 92
		SP:Iteration 56Q (105933.030000 sec): 3 clusters
  Score: Raw -2026944.174943 + Penalty 3177.677981 = -2023766.496962
  nChanged 101
		SP:Iteration 57Q (105933.230000 sec): 3 clusters
  Score: Raw -2026986.848317 + Penalty 3177.677981 = -2023809.170336
  nChanged 100
		SP:Iteration 58Q (105933.450000 sec): 3 clusters
  Score: Raw -2027027.894361 + Penalty 3177.677981 = -2023850.216379
  nChanged 95
		SP:Iteration 59Q (105933.670000 sec): 3 clusters
  Score: Raw -2027065.048168 + Penalty 3177.677981 = -2023887.370187
  nChanged 77
		SP:Iteration 60F (105933.870000 sec): 3 clusters
  Score: Raw -2027089.500534 + Penalty 3177.677981 = -2023911.822552
  nChanged 54
		SP:Iteration 61Q (105934.050000 sec): 3 clusters
  Score: Raw -2027107.443254 + Penalty 3177.677981 = -2023929.765273
  nChanged 58
		SP:Iteration 62Q (105934.230000 sec): 3 clusters
  Score: Raw -2027129.830521 + Penalty 3177.677981 = -2023952.152540
  nChanged 64
		SP:Iteration 63Q (105934.420000 sec): 3 clusters
  Score: Raw -2027154.629253 + Penalty 3177.677981 = -2023976.951272
  nChanged 66
		SP:Iteration 64Q (105934.670000 sec): 3 clusters
  Score: Raw -2027181.899297 + Penalty 3177.677981 = -2024004.221316
  nChanged 59
		SP:Iteration 65Q (105934.870000 sec): 3 clusters
  Score: Raw -2027201.676961 + Penalty 3177.677981 = -2024023.998979
  nChanged 49
		SP:Iteration 66Q (105935.050000 sec): 3 clusters
  Score: Raw -2027218.164311 + Penalty 3177.677981 = -2024040.486330
  nChanged 34
		SP:Iteration 67Q (105935.230000 sec): 3 clusters
  Score: Raw -2027227.615736 + Penalty 3177.677981 = -2024049.937754
  nChanged 29
		SP:Iteration 68Q (105935.410000 sec): 3 clusters
  Score: Raw -2027235.756364 + Penalty 3177.677981 = -2024058.078383
  nChanged 25
		SP:Iteration 69Q (105935.590000 sec): 3 clusters
  Score: Raw -2027242.545419 + Penalty 3177.677981 = -2024064.867438
  nChanged 21
		SP:Iteration 70Q (105935.770000 sec): 3 clusters
  Score: Raw -2027248.667092 + Penalty 3177.677981 = -2024070.989110
  nChanged 18
		SP:Iteration 71Q (105936.010000 sec): 3 clusters
  Score: Raw -2027253.594887 + Penalty 3177.677981 = -2024075.916906
  nChanged 15
		SP:Iteration 72Q (105936.230000 sec): 3 clusters
  Score: Raw -2027256.863509 + Penalty 3177.677981 = -2024079.185528
  nChanged 14
		SP:Iteration 73Q (105936.410000 sec): 3 clusters
  Score: Raw -2027261.055661 + Penalty 3177.677981 = -2024083.377679
  nChanged 17
		SP:Iteration 74Q (105936.680000 sec): 3 clusters
  Score: Raw -2027265.716806 + Penalty 3177.677981 = -2024088.038824
  nChanged 14
		SP:Iteration 75Q (105936.860000 sec): 3 clusters
  Score: Raw -2027269.719422 + Penalty 3177.677981 = -2024092.041440
  nChanged 13
		SP:Iteration 76Q (105937.040000 sec): 3 clusters
  Score: Raw -2027272.880744 + Penalty 3177.677981 = -2024095.202763
  nChanged 9
		SP:Iteration 77Q (105937.220000 sec): 3 clusters
  Score: Raw -2027275.405931 + Penalty 3177.677981 = -2024097.727950
  nChanged 11
		SP:Iteration 78Q (105937.400000 sec): 3 clusters
  Score: Raw -2027279.751978 + Penalty 3177.677981 = -2024102.073996
  nChanged 14
		SP:Iteration 79Q (105937.580000 sec): 3 clusters
  Score: Raw -2027284.429489 + Penalty 3177.677981 = -2024106.751508
  nChanged 15
		SP:Iteration 80F (105937.790000 sec): 3 clusters
  Score: Raw -2027292.130467 + Penalty 3177.677981 = -2024114.452485
  nChanged 14
		SP:Iteration 81Q (105938.040000 sec): 3 clusters
  Score: Raw -2027307.084018 + Penalty 3177.677981 = -2024129.406037
  nChanged 28
		SP:Iteration 82Q (105938.220000 sec): 3 clusters
  Score: Raw -2027340.295874 + Penalty 3177.677981 = -2024162.617893
  nChanged 41
		SP:Iteration 83Q (105938.400000 sec): 3 clusters
  Score: Raw -2027374.551430 + Penalty 3177.677981 = -2024196.873448
  nChanged 36
		SP:Iteration 84Q (105938.580000 sec): 3 clusters
  Score: Raw -2027388.040596 + Penalty 3177.677981 = -2024210.362615
  nChanged 24
		SP:Iteration 85Q (105938.760000 sec): 3 clusters
  Score: Raw -2027394.506976 + Penalty 3177.677981 = -2024216.828995
  nChanged 9
		SP:Iteration 86Q (105938.940000 sec): 3 clusters
  Score: Raw -2027396.133677 + Penalty 3177.677981 = -2024218.455696
  nChanged 7
		SP:Iteration 87Q (105939.130000 sec): 3 clusters
  Score: Raw -2027397.937917 + Penalty 3177.677981 = -2024220.259936
  nChanged 10
		SP:Iteration 88Q (105939.380000 sec): 3 clusters
  Score: Raw -2027400.199654 + Penalty 3177.677981 = -2024222.521672
  nChanged 4
		SP:Iteration 89Q (105939.600000 sec): 3 clusters
  Score: Raw -2027400.881844 + Penalty 3177.677981 = -2024223.203862
  nChanged 3
		SP:Iteration 90Q (105939.780000 sec): 3 clusters
  Score: Raw -2027401.245628 + Penalty 3177.677981 = -2024223.567646
  nChanged 1
		SP:Iteration 91Q (105939.960000 sec): 3 clusters
  Score: Raw -2027401.602679 + Penalty 3177.677981 = -2024223.924697
  nChanged 1
		SP:Iteration 92Q (105940.150000 sec): 3 clusters
  Score: Raw -2027401.753760 + Penalty 3177.677981 = -2024224.075778
  nChanged 0
		SP:Iteration 93F (105940.430000 sec): 3 clusters
  Score: Raw -2027401.753760 + Penalty 3177.677981 = -2024224.075778
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 20 (10700 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105940.540000 sec): 2 clusters
  Score: Raw -1265263.605847 + Penalty 1507.674841 = -1263755.931006
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105940.710000 sec): 3 clusters
  Score: Raw -1259170.933859 + Penalty 3015.349682 = -1256155.584177
  nChanged 4686
		SP:Iteration 1F (105940.850000 sec): 3 clusters
  Score: Raw -1261961.568408 + Penalty 3015.349682 = -1258946.218726
  nChanged 824
		SP:Iteration 2F (105941.030000 sec): 3 clusters
  Score: Raw -1262551.400543 + Penalty 3015.349682 = -1259536.050861
  nChanged 802
		SP:Iteration 3F (105941.180000 sec): 3 clusters
  Score: Raw -1263236.434907 + Penalty 3015.349682 = -1260221.085226
  nChanged 794
		SP:Iteration 4F (105941.330000 sec): 3 clusters
  Score: Raw -1264026.883647 + Penalty 3015.349682 = -1261011.533965
  nChanged 768
		SP:Iteration 5F (105941.510000 sec): 3 clusters
  Score: Raw -1264752.236413 + Penalty 3015.349682 = -1261736.886731
  nChanged 638
		SP:Iteration 6F (105941.670000 sec): 3 clusters
  Score: Raw -1265251.271606 + Penalty 3015.349682 = -1262235.921924
  nChanged 452
		SP:Iteration 7Q (105941.820000 sec): 3 clusters
  Score: Raw -1265513.936809 + Penalty 3015.349682 = -1262498.587128
  nChanged 326
		SP:Iteration 8Q (105941.990000 sec): 3 clusters
  Score: Raw -1265670.065978 + Penalty 3015.349682 = -1262654.716296
  nChanged 220
		SP:Iteration 9Q (105942.140000 sec): 3 clusters
  Score: Raw -1265748.017840 + Penalty 3015.349682 = -1262732.668159
  nChanged 145
		SP:Iteration 10Q (105942.300000 sec): 3 clusters
  Score: Raw -1265795.338431 + Penalty 3015.349682 = -1262779.988750
  nChanged 128
		SP:Iteration 11Q (105942.440000 sec): 3 clusters
  Score: Raw -1265836.627011 + Penalty 3015.349682 = -1262821.277329
  nChanged 90
		SP:Iteration 12Q (105942.610000 sec): 3 clusters
  Score: Raw -1265862.949407 + Penalty 3015.349682 = -1262847.599726
  nChanged 73
		SP:Iteration 13Q (105942.760000 sec): 3 clusters
  Score: Raw -1265883.029440 + Penalty 3015.349682 = -1262867.679758
  nChanged 69
		SP:Iteration 14Q (105942.910000 sec): 3 clusters
  Score: Raw -1265901.241346 + Penalty 3015.349682 = -1262885.891665
  nChanged 48
		SP:Iteration 15Q (105943.080000 sec): 3 clusters
  Score: Raw -1265914.070450 + Penalty 3015.349682 = -1262898.720769
  nChanged 47
		SP:Iteration 16Q (105943.250000 sec): 3 clusters
  Score: Raw -1265928.142869 + Penalty 3015.349682 = -1262912.793187
  nChanged 42
		SP:Iteration 17Q (105943.390000 sec): 3 clusters
  Score: Raw -1265939.376099 + Penalty 3015.349682 = -1262924.026417
  nChanged 40
		SP:Iteration 18Q (105943.570000 sec): 3 clusters
  Score: Raw -1265949.172956 + Penalty 3015.349682 = -1262933.823274
  nChanged 43
		SP:Iteration 19Q (105943.710000 sec): 3 clusters
  Score: Raw -1265962.177884 + Penalty 3015.349682 = -1262946.828203
  nChanged 52
		SP:Iteration 20F (105943.860000 sec): 3 clusters
  Score: Raw -1265978.198542 + Penalty 3015.349682 = -1262962.848861
  nChanged 49
		SP:Iteration 21Q (105944.030000 sec): 3 clusters
  Score: Raw -1265992.250466 + Penalty 3015.349682 = -1262976.900785
  nChanged 44
		SP:Iteration 22Q (105944.170000 sec): 3 clusters
  Score: Raw -1266003.823283 + Penalty 3015.349682 = -1262988.473602
  nChanged 43
		SP:Iteration 23Q (105944.330000 sec): 3 clusters
  Score: Raw -1266015.979235 + Penalty 3015.349682 = -1263000.629554
  nChanged 42
		SP:Iteration 24Q (105944.480000 sec): 3 clusters
  Score: Raw -1266027.457937 + Penalty 3015.349682 = -1263012.108256
  nChanged 39
		SP:Iteration 25Q (105944.620000 sec): 3 clusters
  Score: Raw -1266039.124708 + Penalty 3015.349682 = -1263023.775026
  nChanged 34
		SP:Iteration 26Q (105944.790000 sec): 3 clusters
  Score: Raw -1266047.771278 + Penalty 3015.349682 = -1263032.421596
  nChanged 30
		SP:Iteration 27Q (105944.940000 sec): 3 clusters
  Score: Raw -1266058.110979 + Penalty 3015.349682 = -1263042.761298
  nChanged 36
		SP:Iteration 28Q (105945.080000 sec): 3 clusters
  Score: Raw -1266066.545808 + Penalty 3015.349682 = -1263051.196127
  nChanged 22
		SP:Iteration 29Q (105945.250000 sec): 3 clusters
  Score: Raw -1266071.332559 + Penalty 3015.349682 = -1263055.982877
  nChanged 20
		SP:Iteration 30Q (105945.420000 sec): 3 clusters
  Score: Raw -1266076.073423 + Penalty 3015.349682 = -1263060.723742
  nChanged 16
		SP:Iteration 31Q (105945.560000 sec): 3 clusters
  Score: Raw -1266080.472164 + Penalty 3015.349682 = -1263065.122482
  nChanged 29
		SP:Iteration 32Q (105945.710000 sec): 3 clusters
  Score: Raw -1266087.214191 + Penalty 3015.349682 = -1263071.864509
  nChanged 24
		SP:Iteration 33Q (105945.860000 sec): 3 clusters
  Score: Raw -1266091.896346 + Penalty 3015.349682 = -1263076.546664
  nChanged 19
		SP:Iteration 34Q (105946.000000 sec): 3 clusters
  Score: Raw -1266097.185236 + Penalty 3015.349682 = -1263081.835554
  nChanged 27
		SP:Iteration 35Q (105946.170000 sec): 3 clusters
  Score: Raw -1266104.951102 + Penalty 3015.349682 = -1263089.601421
  nChanged 24
		SP:Iteration 36Q (105946.340000 sec): 3 clusters
  Score: Raw -1266110.525951 + Penalty 3015.349682 = -1263095.176269
  nChanged 22
		SP:Iteration 37Q (105946.480000 sec): 3 clusters
  Score: Raw -1266115.203540 + Penalty 3015.349682 = -1263099.853859
  nChanged 19
		SP:Iteration 38Q (105946.640000 sec): 3 clusters
  Score: Raw -1266118.721763 + Penalty 3015.349682 = -1263103.372081
  nChanged 16
		SP:Iteration 39Q (105946.790000 sec): 3 clusters
  Score: Raw -1266121.895538 + Penalty 3015.349682 = -1263106.545857
  nChanged 13
		SP:Iteration 40F (105946.940000 sec): 3 clusters
  Score: Raw -1266124.561307 + Penalty 3015.349682 = -1263109.211626
  nChanged 10
		SP:Iteration 41Q (105947.110000 sec): 3 clusters
  Score: Raw -1266126.633814 + Penalty 3015.349682 = -1263111.284132
  nChanged 9
		SP:Iteration 42Q (105947.250000 sec): 3 clusters
  Score: Raw -1266128.455099 + Penalty 3015.349682 = -1263113.105418
  nChanged 5
		SP:Iteration 43Q (105947.400000 sec): 3 clusters
  Score: Raw -1266129.227650 + Penalty 3015.349682 = -1263113.877968
  nChanged 3
		SP:Iteration 44Q (105947.570000 sec): 3 clusters
  Score: Raw -1266130.108577 + Penalty 3015.349682 = -1263114.758895
  nChanged 4
		SP:Iteration 45Q (105947.710000 sec): 3 clusters
  Score: Raw -1266130.736075 + Penalty 3015.349682 = -1263115.386393
  nChanged 7
		SP:Iteration 46Q (105947.860000 sec): 3 clusters
  Score: Raw -1266131.828086 + Penalty 3015.349682 = -1263116.478404
  nChanged 8
		SP:Iteration 47Q (105948.030000 sec): 3 clusters
  Score: Raw -1266133.554509 + Penalty 3015.349682 = -1263118.204827
  nChanged 7
		SP:Iteration 48Q (105948.170000 sec): 3 clusters
  Score: Raw -1266134.874475 + Penalty 3015.349682 = -1263119.524794
  nChanged 10
		SP:Iteration 49Q (105948.320000 sec): 3 clusters
  Score: Raw -1266137.017796 + Penalty 3015.349682 = -1263121.668114
  nChanged 8
		SP:Iteration 50Q (105948.490000 sec): 3 clusters
  Score: Raw -1266139.437574 + Penalty 3015.349682 = -1263124.087893
  nChanged 10
		SP:Iteration 51Q (105948.630000 sec): 3 clusters
  Score: Raw -1266141.454150 + Penalty 3015.349682 = -1263126.104469
  nChanged 10
		SP:Iteration 52Q (105948.780000 sec): 3 clusters
  Score: Raw -1266144.146274 + Penalty 3015.349682 = -1263128.796593
  nChanged 14
		SP:Iteration 53Q (105948.950000 sec): 3 clusters
  Score: Raw -1266147.872583 + Penalty 3015.349682 = -1263132.522901
  nChanged 15
		SP:Iteration 54Q (105949.090000 sec): 3 clusters
  Score: Raw -1266150.941298 + Penalty 3015.349682 = -1263135.591616
  nChanged 6
		SP:Iteration 55Q (105949.230000 sec): 3 clusters
  Score: Raw -1266151.960463 + Penalty 3015.349682 = -1263136.610781
  nChanged 8
		SP:Iteration 56Q (105949.400000 sec): 3 clusters
  Score: Raw -1266154.172820 + Penalty 3015.349682 = -1263138.823139
  nChanged 16
		SP:Iteration 57Q (105949.560000 sec): 3 clusters
  Score: Raw -1266157.239274 + Penalty 3015.349682 = -1263141.889592
  nChanged 9
		SP:Iteration 58Q (105949.700000 sec): 3 clusters
  Score: Raw -1266158.333844 + Penalty 3015.349682 = -1263142.984162
  nChanged 6
		SP:Iteration 59Q (105949.870000 sec): 3 clusters
  Score: Raw -1266159.136559 + Penalty 3015.349682 = -1263143.786877
  nChanged 5
		SP:Iteration 60F (105950.020000 sec): 3 clusters
  Score: Raw -1266160.142994 + Penalty 3015.349682 = -1263144.793312
  nChanged 3
		SP:Iteration 61Q (105950.170000 sec): 3 clusters
  Score: Raw -1266160.695376 + Penalty 3015.349682 = -1263145.345695
  nChanged 5
		SP:Iteration 62Q (105950.340000 sec): 3 clusters
  Score: Raw -1266161.303249 + Penalty 3015.349682 = -1263145.953567
  nChanged 1
		SP:Iteration 63Q (105950.470000 sec): 3 clusters
  Score: Raw -1266161.454957 + Penalty 3015.349682 = -1263146.105276
  nChanged 1
		SP:Iteration 64Q (105950.620000 sec): 3 clusters
  Score: Raw -1266161.543997 + Penalty 3015.349682 = -1263146.194315
  nChanged 1
		SP:Iteration 65Q (105950.790000 sec): 3 clusters
  Score: Raw -1266161.706807 + Penalty 3015.349682 = -1263146.357125
  nChanged 1
		SP:Iteration 66Q (105950.930000 sec): 3 clusters
  Score: Raw -1266161.829384 + Penalty 3015.349682 = -1263146.479702
  nChanged 1
		SP:Iteration 67Q (105951.080000 sec): 3 clusters
  Score: Raw -1266162.062107 + Penalty 3015.349682 = -1263146.712426
  nChanged 0
		SP:Iteration 68F (105951.260000 sec): 3 clusters
  Score: Raw -1266162.062107 + Penalty 3015.349682 = -1263146.712426
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 21 (155855 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105952.200000 sec): 2 clusters
  Score: Raw -18362315.917540 + Penalty 1942.960722 = -18360372.956818
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105953.500000 sec): 3 clusters
  Score: Raw -18259358.115347 + Penalty 3885.921444 = -18255472.193902
  nChanged 75523
		SP:Iteration 1F (105954.800000 sec): 3 clusters
  Score: Raw -18305392.924022 + Penalty 3885.921444 = -18301507.002578
  nChanged 6496
		SP:Iteration 2Q (105956.070000 sec): 3 clusters
  Score: Raw -18307792.992658 + Penalty 3885.921444 = -18303907.071214
  nChanged 7384
		SP:Iteration 3Q (105957.380000 sec): 3 clusters
  Score: Raw -18310947.682703 + Penalty 3885.921444 = -18307061.761259
  nChanged 7997
		SP:Iteration 4F (105958.680000 sec): 3 clusters
  Score: Raw -18314854.508990 + Penalty 3885.921444 = -18310968.587545
  nChanged 8360
		SP:Iteration 5F (105959.940000 sec): 3 clusters
  Score: Raw -18319236.018390 + Penalty 3885.921444 = -18315350.096946
  nChanged 8293
		SP:Iteration 6F (105961.240000 sec): 3 clusters
  Score: Raw -18323905.130475 + Penalty 3885.921444 = -18320019.209031
  nChanged 8237
		SP:Iteration 7F (105962.500000 sec): 3 clusters
  Score: Raw -18328832.435439 + Penalty 3885.921444 = -18324946.513995
  nChanged 8072
		SP:Iteration 8F (105963.800000 sec): 3 clusters
  Score: Raw -18333815.009771 + Penalty 3885.921444 = -18329929.088327
  nChanged 8233
		SP:Iteration 9F (105965.060000 sec): 3 clusters
  Score: Raw -18339079.308766 + Penalty 3885.921444 = -18335193.387322
  nChanged 8232
		SP:Iteration 10F (105966.360000 sec): 3 clusters
  Score: Raw -18344453.069788 + Penalty 3885.921444 = -18340567.148344
  nChanged 7761
		SP:Iteration 11Q (105967.620000 sec): 3 clusters
  Score: Raw -18349435.746626 + Penalty 3885.921444 = -18345549.825182
  nChanged 6711
		SP:Iteration 12Q (105968.800000 sec): 3 clusters
  Score: Raw -18353607.470546 + Penalty 3885.921444 = -18349721.549101
  nChanged 5283
		SP:Iteration 13Q (105970.010000 sec): 3 clusters
  Score: Raw -18356669.851397 + Penalty 3885.921444 = -18352783.929953
  nChanged 3966
		SP:Iteration 14Q (105971.190000 sec): 3 clusters
  Score: Raw -18358843.410927 + Penalty 3885.921444 = -18354957.489483
  nChanged 2719
		SP:Iteration 15Q (105972.380000 sec): 3 clusters
  Score: Raw -18360227.692260 + Penalty 3885.921444 = -18356341.770816
  nChanged 1889
		SP:Iteration 16Q (105973.580000 sec): 3 clusters
  Score: Raw -18361112.097173 + Penalty 3885.921444 = -18357226.175729
  nChanged 1268
		SP:Iteration 17Q (105974.740000 sec): 3 clusters
  Score: Raw -18361648.576296 + Penalty 3885.921444 = -18357762.654852
  nChanged 826
		SP:Iteration 18Q (105975.850000 sec): 3 clusters
  Score: Raw -18361976.968390 + Penalty 3885.921444 = -18358091.046946
  nChanged 616
		SP:Iteration 19Q (105977.010000 sec): 3 clusters
  Score: Raw -18362211.234033 + Penalty 3885.921444 = -18358325.312589
  nChanged 439
		SP:Iteration 20F (105978.260000 sec): 3 clusters
  Score: Raw -18362374.621487 + Penalty 3885.921444 = -18358488.700043
  nChanged 336
		SP:Iteration 21Q (105979.420000 sec): 3 clusters
  Score: Raw -18362495.451991 + Penalty 3885.921444 = -18358609.530546
  nChanged 246
		SP:Iteration 22Q (105980.520000 sec): 3 clusters
  Score: Raw -18362579.048862 + Penalty 3885.921444 = -18358693.127418
  nChanged 187
		SP:Iteration 23Q (105981.680000 sec): 3 clusters
  Score: Raw -18362636.687827 + Penalty 3885.921444 = -18358750.766383
  nChanged 137
		SP:Iteration 24Q (105982.790000 sec): 3 clusters
  Score: Raw -18362678.331774 + Penalty 3885.921444 = -18358792.410330
  nChanged 95
		SP:Iteration 25Q (105983.940000 sec): 3 clusters
  Score: Raw -18362704.854764 + Penalty 3885.921444 = -18358818.933320
  nChanged 79
		SP:Iteration 26Q (105985.050000 sec): 3 clusters
  Score: Raw -18362726.730269 + Penalty 3885.921444 = -18358840.808825
  nChanged 78
		SP:Iteration 27Q (105986.200000 sec): 3 clusters
  Score: Raw -18362745.406635 + Penalty 3885.921444 = -18358859.485191
  nChanged 61
		SP:Iteration 28Q (105987.310000 sec): 3 clusters
  Score: Raw -18362758.672951 + Penalty 3885.921444 = -18358872.751507
  nChanged 53
		SP:Iteration 29Q (105988.460000 sec): 3 clusters
  Score: Raw -18362773.825061 + Penalty 3885.921444 = -18358887.903617
  nChanged 50
		SP:Iteration 30Q (105989.570000 sec): 3 clusters
  Score: Raw -18362786.697726 + Penalty 3885.921444 = -18358900.776281
  nChanged 42
		SP:Iteration 31Q (105990.720000 sec): 3 clusters
  Score: Raw -18362796.492118 + Penalty 3885.921444 = -18358910.570674
  nChanged 36
		SP:Iteration 32Q (105991.820000 sec): 3 clusters
  Score: Raw -18362803.133447 + Penalty 3885.921444 = -18358917.212003
  nChanged 24
		SP:Iteration 33Q (105992.980000 sec): 3 clusters
  Score: Raw -18362808.607164 + Penalty 3885.921444 = -18358922.685719
  nChanged 30
		SP:Iteration 34Q (105994.080000 sec): 3 clusters
  Score: Raw -18362815.922847 + Penalty 3885.921444 = -18358930.001403
  nChanged 27
		SP:Iteration 35Q (105995.240000 sec): 3 clusters
  Score: Raw -18362822.776478 + Penalty 3885.921444 = -18358936.855034
  nChanged 29
		SP:Iteration 36Q (105996.360000 sec): 3 clusters
  Score: Raw -18362830.310014 + Penalty 3885.921444 = -18358944.388570
  nChanged 28
		SP:Iteration 37Q (105997.520000 sec): 3 clusters
  Score: Raw -18362836.744647 + Penalty 3885.921444 = -18358950.823202
  nChanged 30
		SP:Iteration 38Q (105998.620000 sec): 3 clusters
  Score: Raw -18362842.880692 + Penalty 3885.921444 = -18358956.959247
  nChanged 22
		SP:Iteration 39Q (105999.780000 sec): 3 clusters
  Score: Raw -18362847.131083 + Penalty 3885.921444 = -18358961.209638
  nChanged 17
		SP:Iteration 40F (106001.030000 sec): 3 clusters
  Score: Raw -18362850.654566 + Penalty 3885.921444 = -18358964.733122
  nChanged 13
		SP:Iteration 41Q (106002.190000 sec): 3 clusters
  Score: Raw -18362852.821365 + Penalty 3885.921444 = -18358966.899921
  nChanged 7
		SP:Iteration 42Q (106003.290000 sec): 3 clusters
  Score: Raw -18362854.100752 + Penalty 3885.921444 = -18358968.179307
  nChanged 5
		SP:Iteration 43Q (106004.430000 sec): 3 clusters
  Score: Raw -18362854.942844 + Penalty 3885.921444 = -18358969.021400
  nChanged 7
		SP:Iteration 44Q (106005.560000 sec): 3 clusters
  Score: Raw -18362856.354970 + Penalty 3885.921444 = -18358970.433526
  nChanged 9
		SP:Iteration 45Q (106006.710000 sec): 3 clusters
  Score: Raw -18362858.680856 + Penalty 3885.921444 = -18358972.759412
  nChanged 19
		SP:Iteration 46Q (106007.820000 sec): 3 clusters
  Score: Raw -18362862.246173 + Penalty 3885.921444 = -18358976.324729
  nChanged 13
		SP:Iteration 47Q (106008.930000 sec): 3 clusters
  Score: Raw -18362864.339271 + Penalty 3885.921444 = -18358978.417826
  nChanged 9
		SP:Iteration 48Q (106010.080000 sec): 3 clusters
  Score: Raw -18362865.885231 + Penalty 3885.921444 = -18358979.963787
  nChanged 7
		SP:Iteration 49Q (106011.180000 sec): 3 clusters
  Score: Raw -18362867.328934 + Penalty 3885.921444 = -18358981.407490
  nChanged 8
		SP:Iteration 50Q (106012.340000 sec): 3 clusters
  Score: Raw -18362868.655110 + Penalty 3885.921444 = -18358982.733666
  nChanged 4
		SP:Iteration 51Q (106013.440000 sec): 3 clusters
  Score: Raw -18362869.313111 + Penalty 3885.921444 = -18358983.391666
  nChanged 5
		SP:Iteration 52Q (106014.600000 sec): 3 clusters
  Score: Raw -18362870.058040 + Penalty 3885.921444 = -18358984.136596
  nChanged 4
		SP:Iteration 53Q (106015.740000 sec): 3 clusters
  Score: Raw -18362871.003315 + Penalty 3885.921444 = -18358985.081871
  nChanged 6
		SP:Iteration 54Q (106016.880000 sec): 3 clusters
  Score: Raw -18362872.038858 + Penalty 3885.921444 = -18358986.117414
  nChanged 7
		SP:Iteration 55Q (106018.030000 sec): 3 clusters
  Score: Raw -18362873.194804 + Penalty 3885.921444 = -18358987.273360
  nChanged 3
		SP:Iteration 56Q (106019.140000 sec): 3 clusters
  Score: Raw -18362873.887368 + Penalty 3885.921444 = -18358987.965924
  nChanged 4
		SP:Iteration 57Q (106020.290000 sec): 3 clusters
  Score: Raw -18362874.912214 + Penalty 3885.921444 = -18358988.990770
  nChanged 8
		SP:Iteration 58Q (106021.400000 sec): 3 clusters
  Score: Raw -18362876.311142 + Penalty 3885.921444 = -18358990.389698
  nChanged 4
		SP:Iteration 59Q (106022.500000 sec): 3 clusters
  Score: Raw -18362877.178393 + Penalty 3885.921444 = -18358991.256949
  nChanged 4
		SP:Iteration 60F (106023.790000 sec): 3 clusters
  Score: Raw -18362877.788809 + Penalty 3885.921444 = -18358991.867364
  nChanged 3
		SP:Iteration 61Q (106024.890000 sec): 3 clusters
  Score: Raw -18362878.213848 + Penalty 3885.921444 = -18358992.292404
  nChanged 3
		SP:Iteration 62Q (106026.040000 sec): 3 clusters
  Score: Raw -18362878.681199 + Penalty 3885.921444 = -18358992.759755
  nChanged 3
		SP:Iteration 63Q (106027.150000 sec): 3 clusters
  Score: Raw -18362879.117890 + Penalty 3885.921444 = -18358993.196446
  nChanged 1
		SP:Iteration 64Q (106028.320000 sec): 3 clusters
  Score: Raw -18362879.227434 + Penalty 3885.921444 = -18358993.305989
  nChanged 1
		SP:Iteration 65Q (106029.480000 sec): 3 clusters
  Score: Raw -18362879.373933 + Penalty 3885.921444 = -18358993.452489
  nChanged 1
		SP:Iteration 66Q (106030.580000 sec): 3 clusters
  Score: Raw -18362879.591159 + Penalty 3885.921444 = -18358993.669715
  nChanged 2
		SP:Iteration 67Q (106031.730000 sec): 3 clusters
  Score: Raw -18362880.093904 + Penalty 3885.921444 = -18358994.172460
  nChanged 3
		SP:Iteration 68Q (106032.830000 sec): 3 clusters
  Score: Raw -18362880.635148 + Penalty 3885.921444 = -18358994.713704
  nChanged 2
		SP:Iteration 69Q (106033.980000 sec): 3 clusters
  Score: Raw -18362880.881427 + Penalty 3885.921444 = -18358994.959983
  nChanged 0
		SP:Iteration 70F (106035.260000 sec): 3 clusters
  Score: Raw -18362880.881427 + Penalty 3885.921444 = -18358994.959983
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 22 (6995 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106035.350000 sec): 2 clusters
  Score: Raw -864691.416394 + Penalty 1438.604519 = -863252.811875
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106035.490000 sec): 3 clusters
  Score: Raw -860832.420337 + Penalty 2877.209038 = -857955.211298
  nChanged 2975
		SP:Iteration 1F (106035.600000 sec): 3 clusters
  Score: Raw -862424.874603 + Penalty 2877.209038 = -859547.665565
  nChanged 494
		SP:Iteration 2F (106035.700000 sec): 3 clusters
  Score: Raw -862696.943885 + Penalty 2877.209038 = -859819.734847
  nChanged 423
		SP:Iteration 3F (106035.810000 sec): 3 clusters
  Score: Raw -862975.859000 + Penalty 2877.209038 = -860098.649962
  nChanged 442
		SP:Iteration 4F (106035.920000 sec): 3 clusters
  Score: Raw -863359.660848 + Penalty 2877.209038 = -860482.451810
  nChanged 473
		SP:Iteration 5F (106036.020000 sec): 3 clusters
  Score: Raw -863868.544844 + Penalty 2877.209038 = -860991.335805
  nChanged 507
		SP:Iteration 6F (106036.130000 sec): 3 clusters
  Score: Raw -864427.459602 + Penalty 2877.209038 = -861550.250564
  nChanged 453
		SP:Iteration 7F (106036.250000 sec): 3 clusters
  Score: Raw -864882.260707 + Penalty 2877.209038 = -862005.051669
  nChanged 333
		SP:Iteration 8Q (106036.360000 sec): 3 clusters
  Score: Raw -865197.407380 + Penalty 2877.209038 = -862320.198341
  nChanged 239
		SP:Iteration 9Q (106036.480000 sec): 3 clusters
  Score: Raw -865413.911877 + Penalty 2877.209038 = -862536.702839
  nChanged 170
		SP:Iteration 10Q (106036.600000 sec): 3 clusters
  Score: Raw -865559.306177 + Penalty 2877.209038 = -862682.097139
  nChanged 120
		SP:Iteration 11Q (106036.710000 sec): 3 clusters
  Score: Raw -865661.217943 + Penalty 2877.209038 = -862784.008904
  nChanged 84
		SP:Iteration 12Q (106036.830000 sec): 3 clusters
  Score: Raw -865727.793226 + Penalty 2877.209038 = -862850.584188
  nChanged 61
		SP:Iteration 13Q (106036.940000 sec): 3 clusters
  Score: Raw -865787.543163 + Penalty 2877.209038 = -862910.334124
  nChanged 46
		SP:Iteration 14Q (106037.060000 sec): 3 clusters
  Score: Raw -865840.843105 + Penalty 2877.209038 = -862963.634067
  nChanged 44
		SP:Iteration 15Q (106037.180000 sec): 3 clusters
  Score: Raw -865867.263714 + Penalty 2877.209038 = -862990.054676
  nChanged 17
		SP:Iteration 16Q (106037.300000 sec): 3 clusters
  Score: Raw -865875.747111 + Penalty 2877.209038 = -862998.538073
  nChanged 12
		SP:Iteration 17Q (106037.420000 sec): 3 clusters
  Score: Raw -865879.075242 + Penalty 2877.209038 = -863001.866204
  nChanged 6
		SP:Iteration 18Q (106037.530000 sec): 3 clusters
  Score: Raw -865882.339155 + Penalty 2877.209038 = -863005.130117
  nChanged 3
		SP:Iteration 19Q (106037.650000 sec): 3 clusters
  Score: Raw -865883.357823 + Penalty 2877.209038 = -863006.148784
  nChanged 1
		SP:Iteration 20F (106037.770000 sec): 3 clusters
  Score: Raw -865883.513089 + Penalty 2877.209038 = -863006.304051
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 23 (7578 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106037.880000 sec): 2 clusters
  Score: Raw -904869.957481 + Penalty 1451.613246 = -903418.344235
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106038.010000 sec): 3 clusters
  Score: Raw -900656.702874 + Penalty 2903.226492 = -897753.476382
  nChanged 3253
		SP:Iteration 1F (106038.120000 sec): 3 clusters
  Score: Raw -902367.394351 + Penalty 2903.226492 = -899464.167859
  nChanged 509
		SP:Iteration 2F (106038.240000 sec): 3 clusters
  Score: Raw -902645.902971 + Penalty 2903.226492 = -899742.676479
  nChanged 451
		SP:Iteration 3F (106038.360000 sec): 3 clusters
  Score: Raw -902930.863172 + Penalty 2903.226492 = -900027.636680
  nChanged 461
		SP:Iteration 4F (106038.480000 sec): 3 clusters
  Score: Raw -903276.216023 + Penalty 2903.226492 = -900372.989530
  nChanged 511
		SP:Iteration 5F (106038.590000 sec): 3 clusters
  Score: Raw -903637.469014 + Penalty 2903.226492 = -900734.242522
  nChanged 493
		SP:Iteration 6F (106038.710000 sec): 3 clusters
  Score: Raw -903985.415918 + Penalty 2903.226492 = -901082.189425
  nChanged 433
		SP:Iteration 7F (106038.830000 sec): 3 clusters
  Score: Raw -904270.191361 + Penalty 2903.226492 = -901366.964869
  nChanged 378
		SP:Iteration 8Q (106038.950000 sec): 3 clusters
  Score: Raw -904511.655261 + Penalty 2903.226492 = -901608.428769
  nChanged 295
		SP:Iteration 9Q (106039.070000 sec): 3 clusters
  Score: Raw -904689.710200 + Penalty 2903.226492 = -901786.483708
  nChanged 236
		SP:Iteration 10Q (106039.190000 sec): 3 clusters
  Score: Raw -904845.386294 + Penalty 2903.226492 = -901942.159802
  nChanged 196
		SP:Iteration 11Q (106039.310000 sec): 3 clusters
  Score: Raw -904976.989742 + Penalty 2903.226492 = -902073.763249
  nChanged 176
		SP:Iteration 12Q (106039.430000 sec): 3 clusters
  Score: Raw -905115.779835 + Penalty 2903.226492 = -902212.553343
  nChanged 130
		SP:Iteration 13Q (106039.540000 sec): 3 clusters
  Score: Raw -905230.082926 + Penalty 2903.226492 = -902326.856434
  nChanged 116
		SP:Iteration 14Q (106039.660000 sec): 3 clusters
  Score: Raw -905352.658916 + Penalty 2903.226492 = -902449.432423
  nChanged 101
		SP:Iteration 15Q (106039.780000 sec): 3 clusters
  Score: Raw -905457.027784 + Penalty 2903.226492 = -902553.801292
  nChanged 83
		SP:Iteration 16Q (106039.900000 sec): 3 clusters
  Score: Raw -905532.003553 + Penalty 2903.226492 = -902628.777061
  nChanged 65
		SP:Iteration 17Q (106040.010000 sec): 3 clusters
  Score: Raw -905584.621969 + Penalty 2903.226492 = -902681.395476
  nChanged 49
		SP:Iteration 18Q (106040.120000 sec): 3 clusters
  Score: Raw -905616.903427 + Penalty 2903.226492 = -902713.676934
  nChanged 36
		SP:Iteration 19Q (106040.240000 sec): 3 clusters
  Score: Raw -905632.405682 + Penalty 2903.226492 = -902729.179190
  nChanged 25
		SP:Iteration 20F (106040.360000 sec): 3 clusters
  Score: Raw -905644.321990 + Penalty 2903.226492 = -902741.095497
  nChanged 16
		SP:Iteration 21Q (106040.480000 sec): 3 clusters
  Score: Raw -905653.110996 + Penalty 2903.226492 = -902749.884504
  nChanged 10
		SP:Iteration 22Q (106040.600000 sec): 3 clusters
  Score: Raw -905658.530782 + Penalty 2903.226492 = -902755.304290
  nChanged 12
		SP:Iteration 23Q (106040.710000 sec): 3 clusters
  Score: Raw -905662.103651 + Penalty 2903.226492 = -902758.877159
  nChanged 2
		SP:Iteration 24Q (106040.830000 sec): 3 clusters
  Score: Raw -905663.523560 + Penalty 2903.226492 = -902760.297068
  nChanged 2
		SP:Iteration 25Q (106040.950000 sec): 3 clusters
  Score: Raw -905663.892700 + Penalty 2903.226492 = -902760.666207
  nChanged 1
		SP:Iteration 26Q (106041.060000 sec): 3 clusters
  Score: Raw -905664.010412 + Penalty 2903.226492 = -902760.783919
  nChanged 0
		SP:Iteration 27F (106041.180000 sec): 3 clusters
  Score: Raw -905664.010412 + Penalty 2903.226492 = -902760.783919
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 24 (361 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106041.250000 sec): 2 clusters
  Score: Raw -41632.676289 + Penalty 956.942668 = -40675.733621
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106041.250000 sec): 3 clusters
  Score: Raw -41696.355462 + Penalty 1913.885336 = -39782.470125
  nChanged 87
		SP:Iteration 1F (106041.260000 sec): 3 clusters
  Score: Raw -41908.660354 + Penalty 1913.885336 = -39994.775018
  nChanged 28
		SP:Iteration 2F (106041.270000 sec): 3 clusters
  Score: Raw -41975.674423 + Penalty 1913.885336 = -40061.789086
  nChanged 13
		SP:Iteration 3Q (106041.280000 sec): 3 clusters
  Score: Raw -41996.718122 + Penalty 1913.885336 = -40082.832786
  nChanged 4
		SP:Iteration 4Q (106041.290000 sec): 3 clusters
  Score: Raw -42005.913555 + Penalty 1913.885336 = -40092.028219
  nChanged 1
		SP:Iteration 5Q (106041.290000 sec): 3 clusters
  Score: Raw -42007.505015 + Penalty 1913.885336 = -40093.619678
  nChanged 2
		SP:Iteration 6Q (106041.300000 sec): 3 clusters
  Score: Raw -42010.951998 + Penalty 1913.885336 = -40097.066661
  nChanged 3
		SP:Iteration 7Q (106041.310000 sec): 3 clusters
  Score: Raw -42016.813030 + Penalty 1913.885336 = -40102.927694
  nChanged 2
		SP:Iteration 8Q (106041.320000 sec): 3 clusters
  Score: Raw -42024.116898 + Penalty 1913.885336 = -40110.231562
  nChanged 3
		SP:Iteration 9Q (106041.330000 sec): 3 clusters
  Score: Raw -42032.670004 + Penalty 1913.885336 = -40118.784668
  nChanged 4
		SP:Iteration 10Q (106041.330000 sec): 3 clusters
  Score: Raw -42038.394388 + Penalty 1913.885336 = -40124.509052
  nChanged 1
		SP:Iteration 11Q (106041.340000 sec): 3 clusters
  Score: Raw -42041.134476 + Penalty 1913.885336 = -40127.249140
  nChanged 0
		SP:Iteration 12F (106041.350000 sec): 3 clusters
  Score: Raw -42041.134476 + Penalty 1913.885336 = -40127.249140
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 25 (20548 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106041.610000 sec): 2 clusters
  Score: Raw -2447175.330470 + Penalty 1613.709320 = -2445561.621150
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106041.890000 sec): 3 clusters
  Score: Raw -2434883.606145 + Penalty 3227.418640 = -2431656.187506
  nChanged 9131
		SP:Iteration 1F (106042.160000 sec): 3 clusters
  Score: Raw -2439872.666591 + Penalty 3227.418640 = -2436645.247952
  nChanged 981
		SP:Iteration 2Q (106042.410000 sec): 3 clusters
  Score: Raw -2440204.068347 + Penalty 3227.418640 = -2436976.649708
  nChanged 856
		SP:Iteration 3Q (106042.690000 sec): 3 clusters
  Score: Raw -2440517.449374 + Penalty 3227.418640 = -2437290.030734
  nChanged 839
		SP:Iteration 4Q (106042.970000 sec): 3 clusters
  Score: Raw -2440830.806671 + Penalty 3227.418640 = -2437603.388031
  nChanged 820
		SP:Iteration 5Q (106043.250000 sec): 3 clusters
  Score: Raw -2441169.620600 + Penalty 3227.418640 = -2437942.201960
  nChanged 817
		SP:Iteration 6Q (106043.530000 sec): 3 clusters
  Score: Raw -2441528.139491 + Penalty 3227.418640 = -2438300.720851
  nChanged 825
		SP:Iteration 7Q (106043.810000 sec): 3 clusters
  Score: Raw -2441942.981003 + Penalty 3227.418640 = -2438715.562364
  nChanged 929
		SP:Iteration 8Q (106044.060000 sec): 3 clusters
  Score: Raw -2442454.103202 + Penalty 3227.418640 = -2439226.684562
  nChanged 1020
		SP:Iteration 9Q (106044.310000 sec): 3 clusters
  Score: Raw -2443072.513579 + Penalty 3227.418640 = -2439845.094939
  nChanged 1105
		SP:Iteration 10F (106044.580000 sec): 3 clusters
  Score: Raw -2443842.947675 + Penalty 3227.418640 = -2440615.529035
  nChanged 1135
		SP:Iteration 11F (106044.840000 sec): 3 clusters
  Score: Raw -2444719.372903 + Penalty 3227.418640 = -2441491.954263
  nChanged 1050
		SP:Iteration 12F (106045.120000 sec): 3 clusters
  Score: Raw -2445533.167671 + Penalty 3227.418640 = -2442305.749031
  nChanged 836
		SP:Iteration 13Q (106045.380000 sec): 3 clusters
  Score: Raw -2446194.502198 + Penalty 3227.418640 = -2442967.083558
  nChanged 599
		SP:Iteration 14Q (106045.610000 sec): 3 clusters
  Score: Raw -2446665.723695 + Penalty 3227.418640 = -2443438.305055
  nChanged 379
		SP:Iteration 15Q (106045.870000 sec): 3 clusters
  Score: Raw -2446952.860528 + Penalty 3227.418640 = -2443725.441888
  nChanged 237
		SP:Iteration 16Q (106046.130000 sec): 3 clusters
  Score: Raw -2447133.694857 + Penalty 3227.418640 = -2443906.276217
  nChanged 120
		SP:Iteration 17Q (106046.390000 sec): 3 clusters
  Score: Raw -2447217.676614 + Penalty 3227.418640 = -2443990.257974
  nChanged 87
		SP:Iteration 18Q (106046.650000 sec): 3 clusters
  Score: Raw -2447276.892639 + Penalty 3227.418640 = -2444049.473999
  nChanged 59
		SP:Iteration 19Q (106046.890000 sec): 3 clusters
  Score: Raw -2447324.262483 + Penalty 3227.418640 = -2444096.843843
  nChanged 47
		SP:Iteration 20F (106047.160000 sec): 3 clusters
  Score: Raw -2447357.606494 + Penalty 3227.418640 = -2444130.187854
  nChanged 33
		SP:Iteration 21Q (106047.420000 sec): 3 clusters
  Score: Raw -2447380.217172 + Penalty 3227.418640 = -2444152.798532
  nChanged 27
		SP:Iteration 22Q (106047.680000 sec): 3 clusters
  Score: Raw -2447395.699013 + Penalty 3227.418640 = -2444168.280374
  nChanged 18
		SP:Iteration 23Q (106047.940000 sec): 3 clusters
  Score: Raw -2447408.865135 + Penalty 3227.418640 = -2444181.446495
  nChanged 17
		SP:Iteration 24Q (106048.170000 sec): 3 clusters
  Score: Raw -2447419.476661 + Penalty 3227.418640 = -2444192.058021
  nChanged 16
		SP:Iteration 25Q (106048.430000 sec): 3 clusters
  Score: Raw -2447428.672050 + Penalty 3227.418640 = -2444201.253410
  nChanged 8
		SP:Iteration 26Q (106048.690000 sec): 3 clusters
  Score: Raw -2447434.506120 + Penalty 3227.418640 = -2444207.087480
  nChanged 7
		SP:Iteration 27Q (106048.960000 sec): 3 clusters
  Score: Raw -2447441.466580 + Penalty 3227.418640 = -2444214.047940
  nChanged 6
		SP:Iteration 28Q (106049.220000 sec): 3 clusters
  Score: Raw -2447444.604345 + Penalty 3227.418640 = -2444217.185705
  nChanged 3
		SP:Iteration 29Q (106049.460000 sec): 3 clusters
  Score: Raw -2447445.993451 + Penalty 3227.418640 = -2444218.574811
  nChanged 3
		SP:Iteration 30Q (106049.720000 sec): 3 clusters
  Score: Raw -2447448.279262 + Penalty 3227.418640 = -2444220.860623
  nChanged 3
		SP:Iteration 31Q (106049.950000 sec): 3 clusters
  Score: Raw -2447450.325347 + Penalty 3227.418640 = -2444222.906707
  nChanged 3
		SP:Iteration 32Q (106050.210000 sec): 3 clusters
  Score: Raw -2447451.923362 + Penalty 3227.418640 = -2444224.504722
  nChanged 3
		SP:Iteration 33Q (106050.440000 sec): 3 clusters
  Score: Raw -2447453.434463 + Penalty 3227.418640 = -2444226.015823
  nChanged 1
		SP:Iteration 34Q (106050.700000 sec): 3 clusters
  Score: Raw -2447453.892284 + Penalty 3227.418640 = -2444226.473645
  nChanged 0
		SP:Iteration 35F (106050.980000 sec): 3 clusters
  Score: Raw -2447453.892284 + Penalty 3227.418640 = -2444226.473645
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 26 (3211 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106051.050000 sec): 2 clusters
  Score: Raw -364714.597187 + Penalty 1312.079875 = -363402.517312
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106051.110000 sec): 3 clusters
  Score: Raw -363167.989975 + Penalty 2624.159751 = -360543.830225
  nChanged 1239
		SP:Iteration 1F (106051.170000 sec): 3 clusters
  Score: Raw -363944.284667 + Penalty 2624.159751 = -361320.124916
  nChanged 259
		SP:Iteration 2F (106051.230000 sec): 3 clusters
  Score: Raw -364115.958152 + Penalty 2624.159751 = -361491.798402
  nChanged 182
		SP:Iteration 3F (106051.290000 sec): 3 clusters
  Score: Raw -364236.628607 + Penalty 2624.159751 = -361612.468856
  nChanged 150
		SP:Iteration 4Q (106051.350000 sec): 3 clusters
  Score: Raw -364330.128947 + Penalty 2624.159751 = -361705.969196
  nChanged 116
		SP:Iteration 5Q (106051.410000 sec): 3 clusters
  Score: Raw -364404.395274 + Penalty 2624.159751 = -361780.235523
  nChanged 113
		SP:Iteration 6Q (106051.460000 sec): 3 clusters
  Score: Raw -364478.650829 + Penalty 2624.159751 = -361854.491079
  nChanged 100
		SP:Iteration 7Q (106051.520000 sec): 3 clusters
  Score: Raw -364545.700989 + Penalty 2624.159751 = -361921.541238
  nChanged 87
		SP:Iteration 8Q (106051.580000 sec): 3 clusters
  Score: Raw -364597.680178 + Penalty 2624.159751 = -361973.520428
  nChanged 65
		SP:Iteration 9Q (106051.640000 sec): 3 clusters
  Score: Raw -364632.865914 + Penalty 2624.159751 = -362008.706163
  nChanged 55
		SP:Iteration 10Q (106051.690000 sec): 3 clusters
  Score: Raw -364663.884506 + Penalty 2624.159751 = -362039.724755
  nChanged 48
		SP:Iteration 11Q (106051.750000 sec): 3 clusters
  Score: Raw -364693.543078 + Penalty 2624.159751 = -362069.383327
  nChanged 39
		SP:Iteration 12Q (106051.810000 sec): 3 clusters
  Score: Raw -364719.014354 + Penalty 2624.159751 = -362094.854603
  nChanged 42
		SP:Iteration 13Q (106051.870000 sec): 3 clusters
  Score: Raw -364739.905417 + Penalty 2624.159751 = -362115.745666
  nChanged 35
		SP:Iteration 14Q (106051.930000 sec): 3 clusters
  Score: Raw -364760.006691 + Penalty 2624.159751 = -362135.846940
  nChanged 41
		SP:Iteration 15Q (106051.990000 sec): 3 clusters
  Score: Raw -364782.893235 + Penalty 2624.159751 = -362158.733485
  nChanged 35
		SP:Iteration 16Q (106052.040000 sec): 3 clusters
  Score: Raw -364802.893002 + Penalty 2624.159751 = -362178.733251
  nChanged 32
		SP:Iteration 17Q (106052.100000 sec): 3 clusters
  Score: Raw -364825.585783 + Penalty 2624.159751 = -362201.426032
  nChanged 34
		SP:Iteration 18Q (106052.160000 sec): 3 clusters
  Score: Raw -364851.844541 + Penalty 2624.159751 = -362227.684790
  nChanged 34
		SP:Iteration 19Q (106052.210000 sec): 3 clusters
  Score: Raw -364875.973536 + Penalty 2624.159751 = -362251.813785
  nChanged 32
		SP:Iteration 20F (106052.270000 sec): 3 clusters
  Score: Raw -364905.978810 + Penalty 2624.159751 = -362281.819059
  nChanged 30
		SP:Iteration 21Q (106052.330000 sec): 3 clusters
  Score: Raw -364933.809399 + Penalty 2624.159751 = -362309.649648
  nChanged 33
		SP:Iteration 22Q (106052.390000 sec): 3 clusters
  Score: Raw -364953.731797 + Penalty 2624.159751 = -362329.572046
  nChanged 19
		SP:Iteration 23Q (106052.440000 sec): 3 clusters
  Score: Raw -364972.433021 + Penalty 2624.159751 = -362348.273270
  nChanged 18
		SP:Iteration 24Q (106052.500000 sec): 3 clusters
  Score: Raw -364984.970256 + Penalty 2624.159751 = -362360.810506
  nChanged 19
		SP:Iteration 25Q (106052.550000 sec): 3 clusters
  Score: Raw -365000.046201 + Penalty 2624.159751 = -362375.886450
  nChanged 19
		SP:Iteration 26Q (106052.610000 sec): 3 clusters
  Score: Raw -365012.836825 + Penalty 2624.159751 = -362388.677074
  nChanged 14
		SP:Iteration 27Q (106052.670000 sec): 3 clusters
  Score: Raw -365022.754123 + Penalty 2624.159751 = -362398.594372
  nChanged 13
		SP:Iteration 28Q (106052.720000 sec): 3 clusters
  Score: Raw -365030.263770 + Penalty 2624.159751 = -362406.104019
  nChanged 14
		SP:Iteration 29Q (106052.780000 sec): 3 clusters
  Score: Raw -365037.603466 + Penalty 2624.159751 = -362413.443715
  nChanged 8
		SP:Iteration 30Q (106052.830000 sec): 3 clusters
  Score: Raw -365041.498938 + Penalty 2624.159751 = -362417.339187
  nChanged 8
		SP:Iteration 31Q (106052.890000 sec): 3 clusters
  Score: Raw -365044.801723 + Penalty 2624.159751 = -362420.641972
  nChanged 7
		SP:Iteration 32Q (106052.940000 sec): 3 clusters
  Score: Raw -365049.341218 + Penalty 2624.159751 = -362425.181467
  nChanged 6
		SP:Iteration 33Q (106053.000000 sec): 3 clusters
  Score: Raw -365052.725940 + Penalty 2624.159751 = -362428.566190
  nChanged 5
		SP:Iteration 34Q (106053.050000 sec): 3 clusters
  Score: Raw -365055.515343 + Penalty 2624.159751 = -362431.355593
  nChanged 5
		SP:Iteration 35Q (106053.110000 sec): 3 clusters
  Score: Raw -365057.709952 + Penalty 2624.159751 = -362433.550201
  nChanged 5
		SP:Iteration 36Q (106053.170000 sec): 3 clusters
  Score: Raw -365060.292188 + Penalty 2624.159751 = -362436.132437
  nChanged 1
		SP:Iteration 37Q (106053.220000 sec): 3 clusters
  Score: Raw -365060.477829 + Penalty 2624.159751 = -362436.318078
  nChanged 2
		SP:Iteration 38Q (106053.280000 sec): 3 clusters
  Score: Raw -365061.655937 + Penalty 2624.159751 = -362437.496187
  nChanged 1
		SP:Iteration 39Q (106053.330000 sec): 3 clusters
  Score: Raw -365062.532324 + Penalty 2624.159751 = -362438.372573
  nChanged 2
		SP:Iteration 40F (106053.390000 sec): 3 clusters
  Score: Raw -365063.706909 + Penalty 2624.159751 = -362439.547158
  nChanged 4
		SP:Iteration 41Q (106053.450000 sec): 3 clusters
  Score: Raw -365066.070600 + Penalty 2624.159751 = -362441.910849
  nChanged 4
		SP:Iteration 42Q (106053.500000 sec): 3 clusters
  Score: Raw -365069.120945 + Penalty 2624.159751 = -362444.961194
  nChanged 8
		SP:Iteration 43Q (106053.560000 sec): 3 clusters
  Score: Raw -365075.391808 + Penalty 2624.159751 = -362451.232057
  nChanged 3
		SP:Iteration 44Q (106053.610000 sec): 3 clusters
  Score: Raw -365076.836400 + Penalty 2624.159751 = -362452.676649
  nChanged 2
		SP:Iteration 45Q (106053.670000 sec): 3 clusters
  Score: Raw -365077.967831 + Penalty 2624.159751 = -362453.808081
  nChanged 2
		SP:Iteration 46Q (106053.720000 sec): 3 clusters
  Score: Raw -365079.061560 + Penalty 2624.159751 = -362454.901809
  nChanged 2
		SP:Iteration 47Q (106053.780000 sec): 3 clusters
  Score: Raw -365079.575691 + Penalty 2624.159751 = -362455.415940
  nChanged 1
		SP:Iteration 48Q (106053.830000 sec): 3 clusters
  Score: Raw -365079.693370 + Penalty 2624.159751 = -362455.533620
  nChanged 1
		SP:Iteration 49Q (106053.890000 sec): 3 clusters
  Score: Raw -365079.908760 + Penalty 2624.159751 = -362455.749009
  nChanged 1
		SP:Iteration 50Q (106053.950000 sec): 3 clusters
  Score: Raw -365081.065759 + Penalty 2624.159751 = -362456.906009
  nChanged 3
		SP:Iteration 51Q (106054.000000 sec): 3 clusters
  Score: Raw -365082.967349 + Penalty 2624.159751 = -362458.807598
  nChanged 5
		SP:Iteration 52Q (106054.050000 sec): 3 clusters
  Score: Raw -365086.325499 + Penalty 2624.159751 = -362462.165749
  nChanged 4
		SP:Iteration 53Q (106054.110000 sec): 3 clusters
  Score: Raw -365088.013346 + Penalty 2624.159751 = -362463.853595
  nChanged 3
		SP:Iteration 54Q (106054.170000 sec): 3 clusters
  Score: Raw -365090.893971 + Penalty 2624.159751 = -362466.734221
  nChanged 3
		SP:Iteration 55Q (106054.220000 sec): 3 clusters
  Score: Raw -365092.077593 + Penalty 2624.159751 = -362467.917842
  nChanged 1
		SP:Iteration 56Q (106054.280000 sec): 3 clusters
  Score: Raw -365092.739784 + Penalty 2624.159751 = -362468.580033
  nChanged 0
		SP:Iteration 57F (106054.340000 sec): 3 clusters
  Score: Raw -365092.739784 + Penalty 2624.159751 = -362468.580033
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 27 (4396 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106054.410000 sec): 2 clusters
  Score: Raw -490806.666239 + Penalty 1363.123176 = -489443.543063
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106054.500000 sec): 3 clusters
  Score: Raw -488639.798377 + Penalty 2726.246353 = -485913.552025
  nChanged 1735
		SP:Iteration 1F (106054.590000 sec): 3 clusters
  Score: Raw -490217.490053 + Penalty 2726.246353 = -487491.243700
  nChanged 512
		SP:Iteration 2F (106054.670000 sec): 3 clusters
  Score: Raw -490860.374275 + Penalty 2726.246353 = -488134.127923
  nChanged 382
		SP:Iteration 3F (106054.750000 sec): 3 clusters
  Score: Raw -491210.061542 + Penalty 2726.246353 = -488483.815189
  nChanged 230
		SP:Iteration 4F (106054.830000 sec): 3 clusters
  Score: Raw -491380.238387 + Penalty 2726.246353 = -488653.992034
  nChanged 162
		SP:Iteration 5Q (106054.920000 sec): 3 clusters
  Score: Raw -491482.625337 + Penalty 2726.246353 = -488756.378985
  nChanged 120
		SP:Iteration 6Q (106054.990000 sec): 3 clusters
  Score: Raw -491554.469948 + Penalty 2726.246353 = -488828.223596
  nChanged 98
		SP:Iteration 7Q (106055.070000 sec): 3 clusters
  Score: Raw -491614.947714 + Penalty 2726.246353 = -488888.701361
  nChanged 83
		SP:Iteration 8Q (106055.150000 sec): 3 clusters
  Score: Raw -491660.516482 + Penalty 2726.246353 = -488934.270129
  nChanged 83
		SP:Iteration 9Q (106055.230000 sec): 3 clusters
  Score: Raw -491703.302184 + Penalty 2726.246353 = -488977.055831
  nChanged 68
		SP:Iteration 10Q (106055.310000 sec): 3 clusters
  Score: Raw -491743.135235 + Penalty 2726.246353 = -489016.888883
  nChanged 59
		SP:Iteration 11Q (106055.380000 sec): 3 clusters
  Score: Raw -491772.164983 + Penalty 2726.246353 = -489045.918630
  nChanged 54
		SP:Iteration 12Q (106055.460000 sec): 3 clusters
  Score: Raw -491789.131435 + Penalty 2726.246353 = -489062.885083
  nChanged 37
		SP:Iteration 13Q (106055.540000 sec): 3 clusters
  Score: Raw -491802.910683 + Penalty 2726.246353 = -489076.664331
  nChanged 26
		SP:Iteration 14Q (106055.620000 sec): 3 clusters
  Score: Raw -491810.014215 + Penalty 2726.246353 = -489083.767863
  nChanged 21
		SP:Iteration 15Q (106055.700000 sec): 3 clusters
  Score: Raw -491817.599856 + Penalty 2726.246353 = -489091.353503
  nChanged 21
		SP:Iteration 16Q (106055.770000 sec): 3 clusters
  Score: Raw -491825.758561 + Penalty 2726.246353 = -489099.512208
  nChanged 19
		SP:Iteration 17Q (106055.850000 sec): 3 clusters
  Score: Raw -491832.773207 + Penalty 2726.246353 = -489106.526854
  nChanged 18
		SP:Iteration 18Q (106055.930000 sec): 3 clusters
  Score: Raw -491838.988075 + Penalty 2726.246353 = -489112.741722
  nChanged 13
		SP:Iteration 19Q (106056.010000 sec): 3 clusters
  Score: Raw -491842.217112 + Penalty 2726.246353 = -489115.970759
  nChanged 9
		SP:Iteration 20F (106056.090000 sec): 3 clusters
  Score: Raw -491844.256950 + Penalty 2726.246353 = -489118.010598
  nChanged 5
		SP:Iteration 21Q (106056.160000 sec): 3 clusters
  Score: Raw -491846.479417 + Penalty 2726.246353 = -489120.233064
  nChanged 5
		SP:Iteration 22Q (106056.240000 sec): 3 clusters
  Score: Raw -491847.437111 + Penalty 2726.246353 = -489121.190758
  nChanged 1
		SP:Iteration 23Q (106056.320000 sec): 3 clusters
  Score: Raw -491847.586406 + Penalty 2726.246353 = -489121.340054
  nChanged 2
		SP:Iteration 24Q (106056.400000 sec): 3 clusters
  Score: Raw -491848.323608 + Penalty 2726.246353 = -489122.077256
  nChanged 1
		SP:Iteration 25Q (106056.480000 sec): 3 clusters
  Score: Raw -491849.094128 + Penalty 2726.246353 = -489122.847775
  nChanged 2
		SP:Iteration 26Q (106056.560000 sec): 3 clusters
  Score: Raw -491849.580025 + Penalty 2726.246353 = -489123.333672
  nChanged 1
		SP:Iteration 27Q (106056.630000 sec): 3 clusters
  Score: Raw -491849.783527 + Penalty 2726.246353 = -489123.537174
  nChanged 1
		SP:Iteration 28Q (106056.710000 sec): 3 clusters
  Score: Raw -491849.912144 + Penalty 2726.246353 = -489123.665791
  nChanged 1
		SP:Iteration 29Q (106056.790000 sec): 3 clusters
  Score: Raw -491850.027620 + Penalty 2726.246353 = -489123.781267
  nChanged 0
		SP:Iteration 30F (106056.870000 sec): 3 clusters
  Score: Raw -491850.027620 + Penalty 2726.246353 = -489123.781267
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 28 (3964 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106056.940000 sec): 2 clusters
  Score: Raw -464938.102484 + Penalty 1346.313946 = -463591.788539
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106057.030000 sec): 3 clusters
  Score: Raw -462892.729640 + Penalty 2692.627891 = -460200.101749
  nChanged 1554
		SP:Iteration 1F (106057.110000 sec): 3 clusters
  Score: Raw -463741.158896 + Penalty 2692.627891 = -461048.531005
  nChanged 319
		SP:Iteration 2F (106057.190000 sec): 3 clusters
  Score: Raw -463958.242381 + Penalty 2692.627891 = -461265.614490
  nChanged 281
		SP:Iteration 3F (106057.260000 sec): 3 clusters
  Score: Raw -464170.350608 + Penalty 2692.627891 = -461477.722717
  nChanged 245
		SP:Iteration 4F (106057.340000 sec): 3 clusters
  Score: Raw -464351.849215 + Penalty 2692.627891 = -461659.221324
  nChanged 204
		SP:Iteration 5F (106057.410000 sec): 3 clusters
  Score: Raw -464500.898458 + Penalty 2692.627891 = -461808.270567
  nChanged 146
		SP:Iteration 6Q (106057.490000 sec): 3 clusters
  Score: Raw -464600.970885 + Penalty 2692.627891 = -461908.342994
  nChanged 148
		SP:Iteration 7Q (106057.560000 sec): 3 clusters
  Score: Raw -464685.183712 + Penalty 2692.627891 = -461992.555821
  nChanged 123
		SP:Iteration 8Q (106057.640000 sec): 3 clusters
  Score: Raw -464751.242854 + Penalty 2692.627891 = -462058.614963
  nChanged 94
		SP:Iteration 9Q (106057.710000 sec): 3 clusters
  Score: Raw -464805.648719 + Penalty 2692.627891 = -462113.020828
  nChanged 97
		SP:Iteration 10Q (106057.790000 sec): 3 clusters
  Score: Raw -464850.705308 + Penalty 2692.627891 = -462158.077417
  nChanged 76
		SP:Iteration 11Q (106057.860000 sec): 3 clusters
  Score: Raw -464885.056971 + Penalty 2692.627891 = -462192.429080
  nChanged 72
		SP:Iteration 12Q (106057.940000 sec): 3 clusters
  Score: Raw -464921.344511 + Penalty 2692.627891 = -462228.716620
  nChanged 77
		SP:Iteration 13Q (106058.010000 sec): 3 clusters
  Score: Raw -464961.778670 + Penalty 2692.627891 = -462269.150779
  nChanged 81
		SP:Iteration 14Q (106058.080000 sec): 3 clusters
  Score: Raw -465003.864672 + Penalty 2692.627891 = -462311.236781
  nChanged 69
		SP:Iteration 15Q (106058.160000 sec): 3 clusters
  Score: Raw -465037.291684 + Penalty 2692.627891 = -462344.663793
  nChanged 64
		SP:Iteration 16Q (106058.230000 sec): 3 clusters
  Score: Raw -465064.870672 + Penalty 2692.627891 = -462372.242781
  nChanged 57
		SP:Iteration 17Q (106058.310000 sec): 3 clusters
  Score: Raw -465089.759281 + Penalty 2692.627891 = -462397.131390
  nChanged 50
		SP:Iteration 18Q (106058.380000 sec): 3 clusters
  Score: Raw -465112.479784 + Penalty 2692.627891 = -462419.851893
  nChanged 54
		SP:Iteration 19Q (106058.460000 sec): 3 clusters
  Score: Raw -465134.743044 + Penalty 2692.627891 = -462442.115153
  nChanged 53
		SP:Iteration 20F (106058.530000 sec): 3 clusters
  Score: Raw -465159.845071 + Penalty 2692.627891 = -462467.217180
  nChanged 34
		SP:Iteration 21Q (106058.600000 sec): 3 clusters
  Score: Raw -465176.658284 + Penalty 2692.627891 = -462484.030393
  nChanged 43
		SP:Iteration 22Q (106058.680000 sec): 3 clusters
  Score: Raw -465201.456211 + Penalty 2692.627891 = -462508.828320
  nChanged 42
		SP:Iteration 23Q (106058.750000 sec): 3 clusters
  Score: Raw -465224.619036 + Penalty 2692.627891 = -462531.991145
  nChanged 40
		SP:Iteration 24Q (106058.830000 sec): 3 clusters
  Score: Raw -465248.294635 + Penalty 2692.627891 = -462555.666744
  nChanged 43
		SP:Iteration 25Q (106058.900000 sec): 3 clusters
  Score: Raw -465270.420449 + Penalty 2692.627891 = -462577.792558
  nChanged 34
		SP:Iteration 26Q (106058.980000 sec): 3 clusters
  Score: Raw -465287.759439 + Penalty 2692.627891 = -462595.131548
  nChanged 37
		SP:Iteration 27Q (106059.050000 sec): 3 clusters
  Score: Raw -465305.084893 + Penalty 2692.627891 = -462612.457002
  nChanged 30
		SP:Iteration 28Q (106059.120000 sec): 3 clusters
  Score: Raw -465320.097830 + Penalty 2692.627891 = -462627.469939
  nChanged 22
		SP:Iteration 29Q (106059.200000 sec): 3 clusters
  Score: Raw -465330.485927 + Penalty 2692.627891 = -462637.858036
  nChanged 20
		SP:Iteration 30Q (106059.270000 sec): 3 clusters
  Score: Raw -465341.358461 + Penalty 2692.627891 = -462648.730570
  nChanged 20
		SP:Iteration 31Q (106059.340000 sec): 3 clusters
  Score: Raw -465350.886145 + Penalty 2692.627891 = -462658.258254
  nChanged 16
		SP:Iteration 32Q (106059.420000 sec): 3 clusters
  Score: Raw -465358.246754 + Penalty 2692.627891 = -462665.618863
  nChanged 10
		SP:Iteration 33Q (106059.490000 sec): 3 clusters
  Score: Raw -465362.808003 + Penalty 2692.627891 = -462670.180112
  nChanged 13
		SP:Iteration 34Q (106059.560000 sec): 3 clusters
  Score: Raw -465368.785586 + Penalty 2692.627891 = -462676.157695
  nChanged 13
		SP:Iteration 35Q (106059.640000 sec): 3 clusters
  Score: Raw -465376.308723 + Penalty 2692.627891 = -462683.680832
  nChanged 14
		SP:Iteration 36Q (106059.710000 sec): 3 clusters
  Score: Raw -465382.199754 + Penalty 2692.627891 = -462689.571863
  nChanged 16
		SP:Iteration 37Q (106059.780000 sec): 3 clusters
  Score: Raw -465388.975457 + Penalty 2692.627891 = -462696.347566
  nChanged 16
		SP:Iteration 38Q (106059.860000 sec): 3 clusters
  Score: Raw -465395.347454 + Penalty 2692.627891 = -462702.719563
  nChanged 11
		SP:Iteration 39Q (106059.930000 sec): 3 clusters
  Score: Raw -465399.673970 + Penalty 2692.627891 = -462707.046079
  nChanged 9
		SP:Iteration 40F (106060.010000 sec): 3 clusters
  Score: Raw -465402.237215 + Penalty 2692.627891 = -462709.609324
  nChanged 5
		SP:Iteration 41Q (106060.080000 sec): 3 clusters
  Score: Raw -465404.866825 + Penalty 2692.627891 = -462712.238934
  nChanged 4
		SP:Iteration 42Q (106060.150000 sec): 3 clusters
  Score: Raw -465406.063131 + Penalty 2692.627891 = -462713.435240
  nChanged 3
		SP:Iteration 43Q (106060.230000 sec): 3 clusters
  Score: Raw -465406.926594 + Penalty 2692.627891 = -462714.298703
  nChanged 2
		SP:Iteration 44Q (106060.300000 sec): 3 clusters
  Score: Raw -465407.437962 + Penalty 2692.627891 = -462714.810071
  nChanged 2
		SP:Iteration 45Q (106060.370000 sec): 3 clusters
  Score: Raw -465407.845780 + Penalty 2692.627891 = -462715.217889
  nChanged 0
		SP:Iteration 46F (106060.450000 sec): 3 clusters
  Score: Raw -465407.845780 + Penalty 2692.627891 = -462715.217889
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 29 (2341 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106060.520000 sec): 2 clusters
  Score: Raw -234604.027675 + Penalty 1260.729188 = -233343.298487
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106060.560000 sec): 3 clusters
  Score: Raw -233627.971813 + Penalty 2521.458377 = -231106.513436
  nChanged 880
		SP:Iteration 1F (106060.600000 sec): 3 clusters
  Score: Raw -234496.744919 + Penalty 2521.458377 = -231975.286542
  nChanged 254
		SP:Iteration 2F (106060.650000 sec): 3 clusters
  Score: Raw -234834.746142 + Penalty 2521.458377 = -232313.287765
  nChanged 171
		SP:Iteration 3F (106060.690000 sec): 3 clusters
  Score: Raw -235025.541349 + Penalty 2521.458377 = -232504.082972
  nChanged 116
		SP:Iteration 4Q (106060.740000 sec): 3 clusters
  Score: Raw -235117.729592 + Penalty 2521.458377 = -232596.271215
  nChanged 85
		SP:Iteration 5Q (106060.780000 sec): 3 clusters
  Score: Raw -235185.562079 + Penalty 2521.458377 = -232664.103702
  nChanged 53
		SP:Iteration 6Q (106060.820000 sec): 3 clusters
  Score: Raw -235230.796744 + Penalty 2521.458377 = -232709.338367
  nChanged 63
		SP:Iteration 7Q (106060.860000 sec): 3 clusters
  Score: Raw -235279.958565 + Penalty 2521.458377 = -232758.500188
  nChanged 63
		SP:Iteration 8Q (106060.900000 sec): 3 clusters
  Score: Raw -235342.950328 + Penalty 2521.458377 = -232821.491951
  nChanged 63
		SP:Iteration 9Q (106060.950000 sec): 3 clusters
  Score: Raw -235389.879509 + Penalty 2521.458377 = -232868.421132
  nChanged 44
		SP:Iteration 10Q (106060.990000 sec): 3 clusters
  Score: Raw -235416.747428 + Penalty 2521.458377 = -232895.289051
  nChanged 23
		SP:Iteration 11Q (106061.030000 sec): 3 clusters
  Score: Raw -235428.515036 + Penalty 2521.458377 = -232907.056660
  nChanged 17
		SP:Iteration 12Q (106061.080000 sec): 3 clusters
  Score: Raw -235440.668515 + Penalty 2521.458377 = -232919.210138
  nChanged 17
		SP:Iteration 13Q (106061.120000 sec): 3 clusters
  Score: Raw -235454.211756 + Penalty 2521.458377 = -232932.753379
  nChanged 22
		SP:Iteration 14Q (106061.160000 sec): 3 clusters
  Score: Raw -235465.049399 + Penalty 2521.458377 = -232943.591022
  nChanged 14
		SP:Iteration 15Q (106061.200000 sec): 3 clusters
  Score: Raw -235470.897035 + Penalty 2521.458377 = -232949.438658
  nChanged 10
		SP:Iteration 16Q (106061.240000 sec): 3 clusters
  Score: Raw -235475.039689 + Penalty 2521.458377 = -232953.581312
  nChanged 8
		SP:Iteration 17Q (106061.280000 sec): 3 clusters
  Score: Raw -235480.242116 + Penalty 2521.458377 = -232958.783739
  nChanged 10
		SP:Iteration 18Q (106061.330000 sec): 3 clusters
  Score: Raw -235488.000934 + Penalty 2521.458377 = -232966.542557
  nChanged 12
		SP:Iteration 19Q (106061.370000 sec): 3 clusters
  Score: Raw -235492.148126 + Penalty 2521.458377 = -232970.689749
  nChanged 10
		SP:Iteration 20F (106061.410000 sec): 3 clusters
  Score: Raw -235499.526340 + Penalty 2521.458377 = -232978.067963
  nChanged 7
		SP:Iteration 21Q (106061.450000 sec): 3 clusters
  Score: Raw -235507.622642 + Penalty 2521.458377 = -232986.164266
  nChanged 7
		SP:Iteration 22Q (106061.500000 sec): 3 clusters
  Score: Raw -235511.107223 + Penalty 2521.458377 = -232989.648846
  nChanged 5
		SP:Iteration 23Q (106061.540000 sec): 3 clusters
  Score: Raw -235513.758015 + Penalty 2521.458377 = -232992.299638
  nChanged 2
		SP:Iteration 24Q (106061.580000 sec): 3 clusters
  Score: Raw -235515.389765 + Penalty 2521.458377 = -232993.931388
  nChanged 3
		SP:Iteration 25Q (106061.620000 sec): 3 clusters
  Score: Raw -235516.369351 + Penalty 2521.458377 = -232994.910975
  nChanged 2
		SP:Iteration 26Q (106061.660000 sec): 3 clusters
  Score: Raw -235517.353549 + Penalty 2521.458377 = -232995.895173
  nChanged 3
		SP:Iteration 27Q (106061.710000 sec): 3 clusters
  Score: Raw -235518.195990 + Penalty 2521.458377 = -232996.737613
  nChanged 4
		SP:Iteration 28Q (106061.750000 sec): 3 clusters
  Score: Raw -235519.692758 + Penalty 2521.458377 = -232998.234381
  nChanged 2
		SP:Iteration 29Q (106061.790000 sec): 3 clusters
  Score: Raw -235520.355038 + Penalty 2521.458377 = -232998.896661
  nChanged 2
		SP:Iteration 30Q (106061.830000 sec): 3 clusters
  Score: Raw -235520.844110 + Penalty 2521.458377 = -232999.385733
  nChanged 0
		SP:Iteration 31F (106061.880000 sec): 3 clusters
  Score: Raw -235520.844110 + Penalty 2521.458377 = -232999.385733
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 30 (464 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106061.930000 sec): 2 clusters
  Score: Raw -52703.693268 + Penalty 997.731240 = -51705.962028
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106061.940000 sec): 3 clusters
  Score: Raw -52659.312237 + Penalty 1995.462479 = -50663.849758
  nChanged 98
		SP:Iteration 1F (106061.950000 sec): 3 clusters
  Score: Raw -52821.681414 + Penalty 1995.462479 = -50826.218935
  nChanged 29
		SP:Iteration 2F (106061.960000 sec): 3 clusters
  Score: Raw -52908.238493 + Penalty 1995.462479 = -50912.776013
  nChanged 23
		SP:Iteration 3Q (106061.970000 sec): 3 clusters
  Score: Raw -52974.713082 + Penalty 1995.462479 = -50979.250602
  nChanged 21
		SP:Iteration 4Q (106061.980000 sec): 3 clusters
  Score: Raw -53042.909680 + Penalty 1995.462479 = -51047.447201
  nChanged 15
		SP:Iteration 5Q (106061.990000 sec): 3 clusters
  Score: Raw -53087.954655 + Penalty 1995.462479 = -51092.492175
  nChanged 16
		SP:Iteration 6Q (106062.000000 sec): 3 clusters
  Score: Raw -53124.183802 + Penalty 1995.462479 = -51128.721323
  nChanged 7
		SP:Iteration 7Q (106062.010000 sec): 3 clusters
  Score: Raw -53137.760870 + Penalty 1995.462479 = -51142.298390
  nChanged 4
		SP:Iteration 8Q (106062.020000 sec): 3 clusters
  Score: Raw -53150.133155 + Penalty 1995.462479 = -51154.670675
  nChanged 6
		SP:Iteration 9Q (106062.030000 sec): 3 clusters
  Score: Raw -53161.029859 + Penalty 1995.462479 = -51165.567379
  nChanged 4
		SP:Iteration 10Q (106062.040000 sec): 3 clusters
  Score: Raw -53168.963491 + Penalty 1995.462479 = -51173.501012
  nChanged 5
		SP:Iteration 11Q (106062.050000 sec): 3 clusters
  Score: Raw -53178.926098 + Penalty 1995.462479 = -51183.463619
  nChanged 4
		SP:Iteration 12Q (106062.060000 sec): 3 clusters
  Score: Raw -53185.777369 + Penalty 1995.462479 = -51190.314889
  nChanged 1
		SP:Iteration 13Q (106062.070000 sec): 3 clusters
  Score: Raw -53188.982819 + Penalty 1995.462479 = -51193.520339
  nChanged 0
		SP:Iteration 14F (106062.070000 sec): 3 clusters
  Score: Raw -53188.982819 + Penalty 1995.462479 = -51193.520339
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 31 (900 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106062.130000 sec): 2 clusters
  Score: Raw -104569.212428 + Penalty 1105.389149 = -103463.823279
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106062.150000 sec): 3 clusters
  Score: Raw -104319.423615 + Penalty 2210.778298 = -102108.645317
  nChanged 269
		SP:Iteration 1F (106062.170000 sec): 3 clusters
  Score: Raw -104580.138286 + Penalty 2210.778298 = -102369.359987
  nChanged 60
		SP:Iteration 2F (106062.190000 sec): 3 clusters
  Score: Raw -104650.477916 + Penalty 2210.778298 = -102439.699618
  nChanged 35
		SP:Iteration 3Q (106062.200000 sec): 3 clusters
  Score: Raw -104694.081686 + Penalty 2210.778298 = -102483.303388
  nChanged 28
		SP:Iteration 4Q (106062.220000 sec): 3 clusters
  Score: Raw -104735.852253 + Penalty 2210.778298 = -102525.073955
  nChanged 29
		SP:Iteration 5Q (106062.240000 sec): 3 clusters
  Score: Raw -104765.027231 + Penalty 2210.778298 = -102554.248933
  nChanged 17
		SP:Iteration 6Q (106062.260000 sec): 3 clusters
  Score: Raw -104779.686805 + Penalty 2210.778298 = -102568.908507
  nChanged 7
		SP:Iteration 7Q (106062.270000 sec): 3 clusters
  Score: Raw -104794.693660 + Penalty 2210.778298 = -102583.915362
  nChanged 9
		SP:Iteration 8Q (106062.290000 sec): 3 clusters
  Score: Raw -104805.256540 + Penalty 2210.778298 = -102594.478242
  nChanged 8
		SP:Iteration 9Q (106062.310000 sec): 3 clusters
  Score: Raw -104812.753967 + Penalty 2210.778298 = -102601.975669
  nChanged 1
		SP:Iteration 10Q (106062.320000 sec): 3 clusters
  Score: Raw -104813.317905 + Penalty 2210.778298 = -102602.539607
  nChanged 1
		SP:Iteration 11Q (106062.340000 sec): 3 clusters
  Score: Raw -104814.091316 + Penalty 2210.778298 = -102603.313018
  nChanged 0
		SP:Iteration 12F (106062.360000 sec): 3 clusters
  Score: Raw -104814.091316 + Penalty 2210.778298 = -102603.313018
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 32 (4306 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106062.440000 sec): 2 clusters
  Score: Raw -508675.665497 + Penalty 1359.761760 = -507315.903737
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106062.540000 sec): 3 clusters
  Score: Raw -506488.023115 + Penalty 2719.523520 = -503768.499595
  nChanged 1760
		SP:Iteration 1F (106062.630000 sec): 3 clusters
  Score: Raw -507487.103701 + Penalty 2719.523520 = -504767.580181
  nChanged 377
		SP:Iteration 2F (106062.710000 sec): 3 clusters
  Score: Raw -507746.861278 + Penalty 2719.523520 = -505027.337757
  nChanged 296
		SP:Iteration 3F (106062.780000 sec): 3 clusters
  Score: Raw -507953.285832 + Penalty 2719.523520 = -505233.762312
  nChanged 219
		SP:Iteration 4F (106062.860000 sec): 3 clusters
  Score: Raw -508101.267580 + Penalty 2719.523520 = -505381.744060
  nChanged 170
		SP:Iteration 5Q (106062.940000 sec): 3 clusters
  Score: Raw -508205.942617 + Penalty 2719.523520 = -505486.419096
  nChanged 144
		SP:Iteration 6Q (106063.020000 sec): 3 clusters
  Score: Raw -508270.570208 + Penalty 2719.523520 = -505551.046687
  nChanged 98
		SP:Iteration 7Q (106063.100000 sec): 3 clusters
  Score: Raw -508314.273809 + Penalty 2719.523520 = -505594.750289
  nChanged 95
		SP:Iteration 8Q (106063.170000 sec): 3 clusters
  Score: Raw -508356.764525 + Penalty 2719.523520 = -505637.241004
  nChanged 78
		SP:Iteration 9Q (106063.250000 sec): 3 clusters
  Score: Raw -508388.778723 + Penalty 2719.523520 = -505669.255203
  nChanged 70
		SP:Iteration 10Q (106063.320000 sec): 3 clusters
  Score: Raw -508417.952544 + Penalty 2719.523520 = -505698.429023
  nChanged 54
		SP:Iteration 11Q (106063.400000 sec): 3 clusters
  Score: Raw -508438.642408 + Penalty 2719.523520 = -505719.118887
  nChanged 49
		SP:Iteration 12Q (106063.480000 sec): 3 clusters
  Score: Raw -508458.785938 + Penalty 2719.523520 = -505739.262418
  nChanged 50
		SP:Iteration 13Q (106063.560000 sec): 3 clusters
  Score: Raw -508480.033347 + Penalty 2719.523520 = -505760.509827
  nChanged 51
		SP:Iteration 14Q (106063.630000 sec): 3 clusters
  Score: Raw -508499.764451 + Penalty 2719.523520 = -505780.240931
  nChanged 48
		SP:Iteration 15Q (106063.710000 sec): 3 clusters
  Score: Raw -508520.927871 + Penalty 2719.523520 = -505801.404351
  nChanged 44
		SP:Iteration 16Q (106063.790000 sec): 3 clusters
  Score: Raw -508543.233597 + Penalty 2719.523520 = -505823.710076
  nChanged 48
		SP:Iteration 17Q (106063.860000 sec): 3 clusters
  Score: Raw -508561.424893 + Penalty 2719.523520 = -505841.901373
  nChanged 38
		SP:Iteration 18Q (106063.940000 sec): 3 clusters
  Score: Raw -508574.848555 + Penalty 2719.523520 = -505855.325034
  nChanged 24
		SP:Iteration 19Q (106064.020000 sec): 3 clusters
  Score: Raw -508586.792866 + Penalty 2719.523520 = -505867.269346
  nChanged 23
		SP:Iteration 20F (106064.090000 sec): 3 clusters
  Score: Raw -508599.648482 + Penalty 2719.523520 = -505880.124961
  nChanged 37
		SP:Iteration 21Q (106064.170000 sec): 3 clusters
  Score: Raw -508621.981045 + Penalty 2719.523520 = -505902.457525
  nChanged 42
		SP:Iteration 22Q (106064.250000 sec): 3 clusters
  Score: Raw -508643.608080 + Penalty 2719.523520 = -505924.084560
  nChanged 37
		SP:Iteration 23Q (106064.320000 sec): 3 clusters
  Score: Raw -508663.447043 + Penalty 2719.523520 = -505943.923522
  nChanged 37
		SP:Iteration 24Q (106064.400000 sec): 3 clusters
  Score: Raw -508684.836444 + Penalty 2719.523520 = -505965.312924
  nChanged 33
		SP:Iteration 25Q (106064.480000 sec): 3 clusters
  Score: Raw -508702.904255 + Penalty 2719.523520 = -505983.380735
  nChanged 44
		SP:Iteration 26Q (106064.550000 sec): 3 clusters
  Score: Raw -508727.469792 + Penalty 2719.523520 = -506007.946272
  nChanged 46
		SP:Iteration 27Q (106064.630000 sec): 3 clusters
  Score: Raw -508752.090102 + Penalty 2719.523520 = -506032.566582
  nChanged 41
		SP:Iteration 28Q (106064.700000 sec): 3 clusters
  Score: Raw -508775.462055 + Penalty 2719.523520 = -506055.938534
  nChanged 40
		SP:Iteration 29Q (106064.780000 sec): 3 clusters
  Score: Raw -508812.028649 + Penalty 2719.523520 = -506092.505129
  nChanged 48
		SP:Iteration 30Q (106064.860000 sec): 3 clusters
  Score: Raw -508848.209215 + Penalty 2719.523520 = -506128.685695
  nChanged 57
		SP:Iteration 31Q (106064.930000 sec): 3 clusters
  Score: Raw -508883.697667 + Penalty 2719.523520 = -506164.174146
  nChanged 39
		SP:Iteration 32Q (106065.010000 sec): 3 clusters
  Score: Raw -508906.280117 + Penalty 2719.523520 = -506186.756596
  nChanged 37
		SP:Iteration 33Q (106065.080000 sec): 3 clusters
  Score: Raw -508932.683505 + Penalty 2719.523520 = -506213.159985
  nChanged 36
		SP:Iteration 34Q (106065.160000 sec): 3 clusters
  Score: Raw -508956.194653 + Penalty 2719.523520 = -506236.671133
  nChanged 29
		SP:Iteration 35Q (106065.230000 sec): 3 clusters
  Score: Raw -508971.616611 + Penalty 2719.523520 = -506252.093091
  nChanged 26
		SP:Iteration 36Q (106065.310000 sec): 3 clusters
  Score: Raw -508986.330813 + Penalty 2719.523520 = -506266.807293
  nChanged 21
		SP:Iteration 37Q (106065.380000 sec): 3 clusters
  Score: Raw -508998.680026 + Penalty 2719.523520 = -506279.156506
  nChanged 24
		SP:Iteration 38Q (106065.460000 sec): 3 clusters
  Score: Raw -509016.217018 + Penalty 2719.523520 = -506296.693498
  nChanged 28
		SP:Iteration 39Q (106065.530000 sec): 3 clusters
  Score: Raw -509033.598705 + Penalty 2719.523520 = -506314.075184
  nChanged 17
		SP:Iteration 40F (106065.610000 sec): 3 clusters
  Score: Raw -509044.853037 + Penalty 2719.523520 = -506325.329516
  nChanged 19
		SP:Iteration 41Q (106065.680000 sec): 3 clusters
  Score: Raw -509059.751160 + Penalty 2719.523520 = -506340.227639
  nChanged 25
		SP:Iteration 42Q (106065.760000 sec): 3 clusters
  Score: Raw -509074.762304 + Penalty 2719.523520 = -506355.238784
  nChanged 19
		SP:Iteration 43Q (106065.830000 sec): 3 clusters
  Score: Raw -509082.997314 + Penalty 2719.523520 = -506363.473794
  nChanged 16
		SP:Iteration 44Q (106065.910000 sec): 3 clusters
  Score: Raw -509096.490821 + Penalty 2719.523520 = -506376.967301
  nChanged 14
		SP:Iteration 45Q (106065.990000 sec): 3 clusters
  Score: Raw -509105.014018 + Penalty 2719.523520 = -506385.490498
  nChanged 13
		SP:Iteration 46Q (106066.060000 sec): 3 clusters
  Score: Raw -509110.602299 + Penalty 2719.523520 = -506391.078779
  nChanged 12
		SP:Iteration 47Q (106066.130000 sec): 3 clusters
  Score: Raw -509115.446001 + Penalty 2719.523520 = -506395.922481
  nChanged 9
		SP:Iteration 48Q (106066.210000 sec): 3 clusters
  Score: Raw -509119.700047 + Penalty 2719.523520 = -506400.176527
  nChanged 7
		SP:Iteration 49Q (106066.280000 sec): 3 clusters
  Score: Raw -509122.624215 + Penalty 2719.523520 = -506403.100695
  nChanged 6
		SP:Iteration 50Q (106066.350000 sec): 3 clusters
  Score: Raw -509125.987043 + Penalty 2719.523520 = -506406.463523
  nChanged 4
		SP:Iteration 51Q (106066.430000 sec): 3 clusters
  Score: Raw -509127.523490 + Penalty 2719.523520 = -506407.999970
  nChanged 1
		SP:Iteration 52Q (106066.500000 sec): 3 clusters
  Score: Raw -509128.618399 + Penalty 2719.523520 = -506409.094879
  nChanged 2
		SP:Iteration 53Q (106066.580000 sec): 3 clusters
  Score: Raw -509129.636960 + Penalty 2719.523520 = -506410.113439
  nChanged 3
		SP:Iteration 54Q (106066.650000 sec): 3 clusters
  Score: Raw -509130.677647 + Penalty 2719.523520 = -506411.154127
  nChanged 3
		SP:Iteration 55Q (106066.730000 sec): 3 clusters
  Score: Raw -509131.727019 + Penalty 2719.523520 = -506412.203499
  nChanged 2
		SP:Iteration 56Q (106066.800000 sec): 3 clusters
  Score: Raw -509132.236732 + Penalty 2719.523520 = -506412.713211
  nChanged 1
		SP:Iteration 57Q (106066.870000 sec): 3 clusters
  Score: Raw -509132.698700 + Penalty 2719.523520 = -506413.175180
  nChanged 2
		SP:Iteration 58Q (106066.950000 sec): 3 clusters
  Score: Raw -509133.215206 + Penalty 2719.523520 = -506413.691685
  nChanged 0
		SP:Iteration 59F (106067.020000 sec): 3 clusters
  Score: Raw -509133.215206 + Penalty 2719.523520 = -506413.691685
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 33 (12922 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106067.180000 sec): 2 clusters
  Score: Raw -1637486.019178 + Penalty 1538.336567 = -1635947.682612
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106067.390000 sec): 3 clusters
  Score: Raw -1630003.129504 + Penalty 3076.673133 = -1626926.456370
  nChanged 5606
		SP:Iteration 1F (106067.610000 sec): 3 clusters
  Score: Raw -1633102.860739 + Penalty 3076.673133 = -1630026.187606
  nChanged 843
		SP:Iteration 2F (106067.830000 sec): 3 clusters
  Score: Raw -1633515.016588 + Penalty 3076.673133 = -1630438.343455
  nChanged 797
		SP:Iteration 3F (106068.050000 sec): 3 clusters
  Score: Raw -1633974.181778 + Penalty 3076.673133 = -1630897.508645
  nChanged 846
		SP:Iteration 4F (106068.250000 sec): 3 clusters
  Score: Raw -1634530.492489 + Penalty 3076.673133 = -1631453.819356
  nChanged 875
		SP:Iteration 5F (106068.430000 sec): 3 clusters
  Score: Raw -1635184.265229 + Penalty 3076.673133 = -1632107.592096
  nChanged 796
		SP:Iteration 6F (106068.610000 sec): 3 clusters
  Score: Raw -1635859.350067 + Penalty 3076.673133 = -1632782.676934
  nChanged 656
		SP:Iteration 7F (106068.800000 sec): 3 clusters
  Score: Raw -1636477.061073 + Penalty 3076.673133 = -1633400.387939
  nChanged 479
		SP:Iteration 8Q (106068.990000 sec): 3 clusters
  Score: Raw -1636955.238572 + Penalty 3076.673133 = -1633878.565438
  nChanged 336
		SP:Iteration 9Q (106069.200000 sec): 3 clusters
  Score: Raw -1637308.982327 + Penalty 3076.673133 = -1634232.309194
  nChanged 229
		SP:Iteration 10Q (106069.380000 sec): 3 clusters
  Score: Raw -1637571.649147 + Penalty 3076.673133 = -1634494.976014
  nChanged 147
		SP:Iteration 11Q (106069.550000 sec): 3 clusters
  Score: Raw -1637733.220442 + Penalty 3076.673133 = -1634656.547309
  nChanged 110
		SP:Iteration 12Q (106069.750000 sec): 3 clusters
  Score: Raw -1637803.264600 + Penalty 3076.673133 = -1634726.591467
  nChanged 82
		SP:Iteration 13Q (106069.930000 sec): 3 clusters
  Score: Raw -1637846.829493 + Penalty 3076.673133 = -1634770.156360
  nChanged 70
		SP:Iteration 14Q (106070.090000 sec): 3 clusters
  Score: Raw -1637872.750920 + Penalty 3076.673133 = -1634796.077786
  nChanged 41
		SP:Iteration 15Q (106070.290000 sec): 3 clusters
  Score: Raw -1637888.286657 + Penalty 3076.673133 = -1634811.613524
  nChanged 40
		SP:Iteration 16Q (106070.460000 sec): 3 clusters
  Score: Raw -1637901.299735 + Penalty 3076.673133 = -1634824.626602
  nChanged 21
		SP:Iteration 17Q (106070.640000 sec): 3 clusters
  Score: Raw -1637908.022326 + Penalty 3076.673133 = -1634831.349193
  nChanged 12
		SP:Iteration 18Q (106070.830000 sec): 3 clusters
  Score: Raw -1637912.064703 + Penalty 3076.673133 = -1634835.391570
  nChanged 15
		SP:Iteration 19Q (106071.000000 sec): 3 clusters
  Score: Raw -1637916.209862 + Penalty 3076.673133 = -1634839.536729
  nChanged 9
		SP:Iteration 20F (106071.190000 sec): 3 clusters
  Score: Raw -1637918.690695 + Penalty 3076.673133 = -1634842.017561
  nChanged 5
		SP:Iteration 21Q (106071.390000 sec): 3 clusters
  Score: Raw -1637919.682195 + Penalty 3076.673133 = -1634843.009061
  nChanged 7
		SP:Iteration 22Q (106071.560000 sec): 3 clusters
  Score: Raw -1637920.811750 + Penalty 3076.673133 = -1634844.138617
  nChanged 4
		SP:Iteration 23Q (106071.730000 sec): 3 clusters
  Score: Raw -1637921.633908 + Penalty 3076.673133 = -1634844.960775
  nChanged 3
		SP:Iteration 24Q (106071.920000 sec): 3 clusters
  Score: Raw -1637922.226749 + Penalty 3076.673133 = -1634845.553615
  nChanged 4
		SP:Iteration 25Q (106072.090000 sec): 3 clusters
  Score: Raw -1637923.111925 + Penalty 3076.673133 = -1634846.438792
  nChanged 2
		SP:Iteration 26Q (106072.260000 sec): 3 clusters
  Score: Raw -1637923.449042 + Penalty 3076.673133 = -1634846.775908
  nChanged 1
		SP:Iteration 27Q (106072.460000 sec): 3 clusters
  Score: Raw -1637923.541595 + Penalty 3076.673133 = -1634846.868462
  nChanged 0
		SP:Iteration 28F (106072.650000 sec): 3 clusters
  Score: Raw -1637923.541595 + Penalty 3076.673133 = -1634846.868462
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 34 (701 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106072.720000 sec): 2 clusters
  Score: Raw -81625.520260 + Penalty 1064.782532 = -80560.737728
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106072.730000 sec): 3 clusters
  Score: Raw -81462.053282 + Penalty 2129.565063 = -79332.488218
  nChanged 192
		SP:Iteration 1F (106072.740000 sec): 3 clusters
  Score: Raw -81698.505846 + Penalty 2129.565063 = -79568.940783
  nChanged 54
		SP:Iteration 2F (106072.760000 sec): 3 clusters
  Score: Raw -81774.012201 + Penalty 2129.565063 = -79644.447137
  nChanged 28
		SP:Iteration 3Q (106072.770000 sec): 3 clusters
  Score: Raw -81814.526374 + Penalty 2129.565063 = -79684.961310
  nChanged 14
		SP:Iteration 4Q (106072.790000 sec): 3 clusters
  Score: Raw -81837.008253 + Penalty 2129.565063 = -79707.443190
  nChanged 18
		SP:Iteration 5Q (106072.800000 sec): 3 clusters
  Score: Raw -81857.330331 + Penalty 2129.565063 = -79727.765267
  nChanged 5
		SP:Iteration 6Q (106072.820000 sec): 3 clusters
  Score: Raw -81864.281066 + Penalty 2129.565063 = -79734.716003
  nChanged 4
		SP:Iteration 7Q (106072.830000 sec): 3 clusters
  Score: Raw -81868.774257 + Penalty 2129.565063 = -79739.209194
  nChanged 4
		SP:Iteration 8Q (106072.840000 sec): 3 clusters
  Score: Raw -81877.634894 + Penalty 2129.565063 = -79748.069831
  nChanged 6
		SP:Iteration 9Q (106072.860000 sec): 3 clusters
  Score: Raw -81885.677709 + Penalty 2129.565063 = -79756.112645
  nChanged 6
		SP:Iteration 10Q (106072.870000 sec): 3 clusters
  Score: Raw -81894.695804 + Penalty 2129.565063 = -79765.130741
  nChanged 6
		SP:Iteration 11Q (106072.890000 sec): 3 clusters
  Score: Raw -81919.447727 + Penalty 2129.565063 = -79789.882664
  nChanged 15
		SP:Iteration 12Q (106072.900000 sec): 3 clusters
  Score: Raw -81956.025841 + Penalty 2129.565063 = -79826.460778
  nChanged 14
		SP:Iteration 13Q (106072.920000 sec): 3 clusters
  Score: Raw -81995.371211 + Penalty 2129.565063 = -79865.806148
  nChanged 15
		SP:Iteration 14Q (106072.930000 sec): 3 clusters
  Score: Raw -82046.165532 + Penalty 2129.565063 = -79916.600468
  nChanged 18
		SP:Iteration 15Q (106072.940000 sec): 3 clusters
  Score: Raw -82096.194408 + Penalty 2129.565063 = -79966.629345
  nChanged 16
		SP:Iteration 16Q (106072.960000 sec): 3 clusters
  Score: Raw -82131.208946 + Penalty 2129.565063 = -80001.643882
  nChanged 18
		SP:Iteration 17Q (106072.970000 sec): 3 clusters
  Score: Raw -82158.127685 + Penalty 2129.565063 = -80028.562621
  nChanged 21
		SP:Iteration 18Q (106072.980000 sec): 3 clusters
  Score: Raw -82196.439271 + Penalty 2129.565063 = -80066.874208
  nChanged 22
		SP:Iteration 19Q (106073.000000 sec): 3 clusters
  Score: Raw -82243.113004 + Penalty 2129.565063 = -80113.547941
  nChanged 17
		SP:Iteration 20F (106073.010000 sec): 3 clusters
  Score: Raw -82283.157441 + Penalty 2129.565063 = -80153.592378
  nChanged 11
		SP:Iteration 21Q (106073.020000 sec): 3 clusters
  Score: Raw -82307.771276 + Penalty 2129.565063 = -80178.206212
  nChanged 6
		SP:Iteration 22Q (106073.040000 sec): 3 clusters
  Score: Raw -82323.140180 + Penalty 2129.565063 = -80193.575117
  nChanged 4
		SP:Iteration 23Q (106073.050000 sec): 3 clusters
  Score: Raw -82337.157314 + Penalty 2129.565063 = -80207.592251
  nChanged 4
		SP:Iteration 24Q (106073.060000 sec): 3 clusters
  Score: Raw -82343.615409 + Penalty 2129.565063 = -80214.050346
  nChanged 3
		SP:Iteration 25Q (106073.080000 sec): 3 clusters
  Score: Raw -82352.669170 + Penalty 2129.565063 = -80223.104107
  nChanged 2
		SP:Iteration 26Q (106073.090000 sec): 3 clusters
  Score: Raw -82355.064879 + Penalty 2129.565063 = -80225.499816
  nChanged 1
		SP:Iteration 27Q (106073.100000 sec): 3 clusters
  Score: Raw -82356.784033 + Penalty 2129.565063 = -80227.218969
  nChanged 0
		SP:Iteration 28F (106073.120000 sec): 3 clusters
  Score: Raw -82356.784033 + Penalty 2129.565063 = -80227.218969
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 35 (2462 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106073.190000 sec): 2 clusters
  Score: Raw -284106.190556 + Penalty 1268.918512 = -282837.272043
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106073.230000 sec): 3 clusters
  Score: Raw -283059.308615 + Penalty 2537.837025 = -280521.471590
  nChanged 932
		SP:Iteration 1F (106073.280000 sec): 3 clusters
  Score: Raw -283763.800776 + Penalty 2537.837025 = -281225.963752
  nChanged 259
		SP:Iteration 2F (106073.330000 sec): 3 clusters
  Score: Raw -284044.302667 + Penalty 2537.837025 = -281506.465642
  nChanged 182
		SP:Iteration 3F (106073.370000 sec): 3 clusters
  Score: Raw -284228.204487 + Penalty 2537.837025 = -281690.367463
  nChanged 125
		SP:Iteration 4F (106073.420000 sec): 3 clusters
  Score: Raw -284329.553539 + Penalty 2537.837025 = -281791.716514
  nChanged 111
		SP:Iteration 5Q (106073.460000 sec): 3 clusters
  Score: Raw -284433.958132 + Penalty 2537.837025 = -281896.121107
  nChanged 125
		SP:Iteration 6F (106073.510000 sec): 3 clusters
  Score: Raw -284544.575751 + Penalty 2537.837025 = -282006.738726
  nChanged 96
		SP:Iteration 7Q (106073.550000 sec): 3 clusters
  Score: Raw -284620.364692 + Penalty 2537.837025 = -282082.527668
  nChanged 72
		SP:Iteration 8Q (106073.590000 sec): 3 clusters
  Score: Raw -284672.601918 + Penalty 2537.837025 = -282134.764894
  nChanged 55
		SP:Iteration 9Q (106073.640000 sec): 3 clusters
  Score: Raw -284709.857049 + Penalty 2537.837025 = -282172.020025
  nChanged 40
		SP:Iteration 10Q (106073.680000 sec): 3 clusters
  Score: Raw -284735.801063 + Penalty 2537.837025 = -282197.964039
  nChanged 39
		SP:Iteration 11Q (106073.730000 sec): 3 clusters
  Score: Raw -284756.434209 + Penalty 2537.837025 = -282218.597184
  nChanged 23
		SP:Iteration 12Q (106073.770000 sec): 3 clusters
  Score: Raw -284768.800991 + Penalty 2537.837025 = -282230.963967
  nChanged 29
		SP:Iteration 13Q (106073.810000 sec): 3 clusters
  Score: Raw -284785.323687 + Penalty 2537.837025 = -282247.486662
  nChanged 19
		SP:Iteration 14Q (106073.860000 sec): 3 clusters
  Score: Raw -284796.348156 + Penalty 2537.837025 = -282258.511132
  nChanged 22
		SP:Iteration 15Q (106073.900000 sec): 3 clusters
  Score: Raw -284810.598838 + Penalty 2537.837025 = -282272.761813
  nChanged 20
		SP:Iteration 16Q (106073.950000 sec): 3 clusters
  Score: Raw -284824.524962 + Penalty 2537.837025 = -282286.687937
  nChanged 13
		SP:Iteration 17Q (106073.990000 sec): 3 clusters
  Score: Raw -284834.054710 + Penalty 2537.837025 = -282296.217685
  nChanged 13
		SP:Iteration 18Q (106074.030000 sec): 3 clusters
  Score: Raw -284841.936590 + Penalty 2537.837025 = -282304.099565
  nChanged 6
		SP:Iteration 19Q (106074.080000 sec): 3 clusters
  Score: Raw -284845.156239 + Penalty 2537.837025 = -282307.319214
  nChanged 3
		SP:Iteration 20F (106074.120000 sec): 3 clusters
  Score: Raw -284847.844692 + Penalty 2537.837025 = -282310.007667
  nChanged 7
		SP:Iteration 21Q (106074.170000 sec): 3 clusters
  Score: Raw -284852.539705 + Penalty 2537.837025 = -282314.702681
  nChanged 4
		SP:Iteration 22Q (106074.210000 sec): 3 clusters
  Score: Raw -284854.306386 + Penalty 2537.837025 = -282316.469361
  nChanged 4
		SP:Iteration 23Q (106074.250000 sec): 3 clusters
  Score: Raw -284856.797629 + Penalty 2537.837025 = -282318.960604
  nChanged 4
		SP:Iteration 24Q (106074.300000 sec): 3 clusters
  Score: Raw -284859.110423 + Penalty 2537.837025 = -282321.273398
  nChanged 2
		SP:Iteration 25Q (106074.340000 sec): 3 clusters
  Score: Raw -284860.085954 + Penalty 2537.837025 = -282322.248929
  nChanged 4
		SP:Iteration 26Q (106074.390000 sec): 3 clusters
  Score: Raw -284862.755186 + Penalty 2537.837025 = -282324.918161
  nChanged 5
		SP:Iteration 27Q (106074.430000 sec): 3 clusters
  Score: Raw -284866.823252 + Penalty 2537.837025 = -282328.986227
  nChanged 6
		SP:Iteration 28Q (106074.470000 sec): 3 clusters
  Score: Raw -284870.546820 + Penalty 2537.837025 = -282332.709795
  nChanged 2
		SP:Iteration 29Q (106074.520000 sec): 3 clusters
  Score: Raw -284871.524706 + Penalty 2537.837025 = -282333.687682
  nChanged 1
		SP:Iteration 30Q (106074.560000 sec): 3 clusters
  Score: Raw -284871.863234 + Penalty 2537.837025 = -282334.026209
  nChanged 1
		SP:Iteration 31Q (106074.610000 sec): 3 clusters
  Score: Raw -284872.478054 + Penalty 2537.837025 = -282334.641029
  nChanged 1
		SP:Iteration 32Q (106074.650000 sec): 3 clusters
  Score: Raw -284872.991768 + Penalty 2537.837025 = -282335.154743
  nChanged 2
		SP:Iteration 33Q (106074.690000 sec): 3 clusters
  Score: Raw -284874.369203 + Penalty 2537.837025 = -282336.532178
  nChanged 2
		SP:Iteration 34Q (106074.740000 sec): 3 clusters
  Score: Raw -284875.521384 + Penalty 2537.837025 = -282337.684359
  nChanged 1
		SP:Iteration 35Q (106074.780000 sec): 3 clusters
  Score: Raw -284875.829029 + Penalty 2537.837025 = -282337.992004
  nChanged 0
		SP:Iteration 36F (106074.830000 sec): 3 clusters
  Score: Raw -284875.829029 + Penalty 2537.837025 = -282337.992004
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 36 (32997 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106075.130000 sec): 2 clusters
  Score: Raw -4097483.379111 + Penalty 1690.677938 = -4095792.701173
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106075.470000 sec): 3 clusters
  Score: Raw -4076952.060143 + Penalty 3381.355876 = -4073570.704267
  nChanged 15364
		SP:Iteration 1F (106075.840000 sec): 3 clusters
  Score: Raw -4085880.841480 + Penalty 3381.355876 = -4082499.485604
  nChanged 1581
		SP:Iteration 2Q (106076.190000 sec): 3 clusters
  Score: Raw -4086462.150679 + Penalty 3381.355876 = -4083080.794803
  nChanged 1513
		SP:Iteration 3Q (106076.530000 sec): 3 clusters
  Score: Raw -4087133.037122 + Penalty 3381.355876 = -4083751.681245
  nChanged 1620
		SP:Iteration 4Q (106076.900000 sec): 3 clusters
  Score: Raw -4087994.489332 + Penalty 3381.355876 = -4084613.133456
  nChanged 1748
		SP:Iteration 5F (106077.250000 sec): 3 clusters
  Score: Raw -4089123.276708 + Penalty 3381.355876 = -4085741.920832
  nChanged 1854
		SP:Iteration 6F (106077.580000 sec): 3 clusters
  Score: Raw -4090541.291226 + Penalty 3381.355876 = -4087159.935350
  nChanged 1923
		SP:Iteration 7F (106077.940000 sec): 3 clusters
  Score: Raw -4092115.653434 + Penalty 3381.355876 = -4088734.297557
  nChanged 1808
		SP:Iteration 8F (106078.290000 sec): 3 clusters
  Score: Raw -4093646.842463 + Penalty 3381.355876 = -4090265.486587
  nChanged 1576
		SP:Iteration 9Q (106078.600000 sec): 3 clusters
  Score: Raw -4094973.992677 + Penalty 3381.355876 = -4091592.636800
  nChanged 1267
		SP:Iteration 10Q (106078.910000 sec): 3 clusters
  Score: Raw -4095926.586615 + Penalty 3381.355876 = -4092545.230739
  nChanged 975
		SP:Iteration 11Q (106079.260000 sec): 3 clusters
  Score: Raw -4096607.087295 + Penalty 3381.355876 = -4093225.731419
  nChanged 714
		SP:Iteration 12Q (106079.640000 sec): 3 clusters
  Score: Raw -4097077.574457 + Penalty 3381.355876 = -4093696.218580
  nChanged 488
		SP:Iteration 13Q (106079.940000 sec): 3 clusters
  Score: Raw -4097392.364194 + Penalty 3381.355876 = -4094011.008317
  nChanged 376
		SP:Iteration 14Q (106080.280000 sec): 3 clusters
  Score: Raw -4097632.844121 + Penalty 3381.355876 = -4094251.488245
  nChanged 285
		SP:Iteration 15Q (106080.600000 sec): 3 clusters
  Score: Raw -4097796.434854 + Penalty 3381.355876 = -4094415.078978
  nChanged 222
		SP:Iteration 16Q (106080.930000 sec): 3 clusters
  Score: Raw -4097923.760802 + Penalty 3381.355876 = -4094542.404926
  nChanged 137
		SP:Iteration 17Q (106081.220000 sec): 3 clusters
  Score: Raw -4097989.075747 + Penalty 3381.355876 = -4094607.719871
  nChanged 112
		SP:Iteration 18Q (106081.520000 sec): 3 clusters
  Score: Raw -4098028.518801 + Penalty 3381.355876 = -4094647.162925
  nChanged 78
		SP:Iteration 19Q (106081.810000 sec): 3 clusters
  Score: Raw -4098054.485927 + Penalty 3381.355876 = -4094673.130051
  nChanged 58
		SP:Iteration 20F (106082.160000 sec): 3 clusters
  Score: Raw -4098074.728144 + Penalty 3381.355876 = -4094693.372268
  nChanged 49
		SP:Iteration 21Q (106082.450000 sec): 3 clusters
  Score: Raw -4098091.522666 + Penalty 3381.355876 = -4094710.166790
  nChanged 30
		SP:Iteration 22Q (106082.750000 sec): 3 clusters
  Score: Raw -4098099.431116 + Penalty 3381.355876 = -4094718.075240
  nChanged 27
		SP:Iteration 23Q (106083.040000 sec): 3 clusters
  Score: Raw -4098106.779565 + Penalty 3381.355876 = -4094725.423689
  nChanged 17
		SP:Iteration 24Q (106083.340000 sec): 3 clusters
  Score: Raw -4098110.551800 + Penalty 3381.355876 = -4094729.195923
  nChanged 15
		SP:Iteration 25Q (106083.640000 sec): 3 clusters
  Score: Raw -4098113.650529 + Penalty 3381.355876 = -4094732.294652
  nChanged 9
		SP:Iteration 26Q (106083.930000 sec): 3 clusters
  Score: Raw -4098115.336280 + Penalty 3381.355876 = -4094733.980404
  nChanged 8
		SP:Iteration 27Q (106084.230000 sec): 3 clusters
  Score: Raw -4098116.831772 + Penalty 3381.355876 = -4094735.475896
  nChanged 5
		SP:Iteration 28Q (106084.520000 sec): 3 clusters
  Score: Raw -4098117.844151 + Penalty 3381.355876 = -4094736.488275
  nChanged 5
		SP:Iteration 29Q (106084.840000 sec): 3 clusters
  Score: Raw -4098119.132608 + Penalty 3381.355876 = -4094737.776732
  nChanged 3
		SP:Iteration 30Q (106085.130000 sec): 3 clusters
  Score: Raw -4098120.000984 + Penalty 3381.355876 = -4094738.645108
  nChanged 5
		SP:Iteration 31Q (106085.430000 sec): 3 clusters
  Score: Raw -4098121.344033 + Penalty 3381.355876 = -4094739.988157
  nChanged 4
		SP:Iteration 32Q (106085.750000 sec): 3 clusters
  Score: Raw -4098122.507488 + Penalty 3381.355876 = -4094741.151612
  nChanged 4
		SP:Iteration 33Q (106086.050000 sec): 3 clusters
  Score: Raw -4098123.658206 + Penalty 3381.355876 = -4094742.302330
  nChanged 6
		SP:Iteration 34Q (106086.350000 sec): 3 clusters
  Score: Raw -4098125.053045 + Penalty 3381.355876 = -4094743.697169
  nChanged 8
		SP:Iteration 35Q (106086.640000 sec): 3 clusters
  Score: Raw -4098127.156331 + Penalty 3381.355876 = -4094745.800455
  nChanged 12
		SP:Iteration 36Q (106086.940000 sec): 3 clusters
  Score: Raw -4098129.312927 + Penalty 3381.355876 = -4094747.957050
  nChanged 0
		SP:Iteration 37F (106087.290000 sec): 3 clusters
  Score: Raw -4098129.312927 + Penalty 3381.355876 = -4094747.957050
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 37 (4777 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106087.360000 sec): 2 clusters
  Score: Raw -537882.467769 + Penalty 1376.629802 = -536505.837967
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106087.470000 sec): 3 clusters
  Score: Raw -535444.907590 + Penalty 2753.259604 = -532691.647985
  nChanged 1963
		SP:Iteration 1F (106087.550000 sec): 3 clusters
  Score: Raw -536866.644834 + Penalty 2753.259604 = -534113.385230
  nChanged 445
		SP:Iteration 2F (106087.640000 sec): 3 clusters
  Score: Raw -537244.872252 + Penalty 2753.259604 = -534491.612648
  nChanged 336
		SP:Iteration 3F (106087.720000 sec): 3 clusters
  Score: Raw -537494.817321 + Penalty 2753.259604 = -534741.557716
  nChanged 248
		SP:Iteration 4F (106087.810000 sec): 3 clusters
  Score: Raw -537650.426679 + Penalty 2753.259604 = -534897.167075
  nChanged 160
		SP:Iteration 5Q (106087.890000 sec): 3 clusters
  Score: Raw -537742.629262 + Penalty 2753.259604 = -534989.369658
  nChanged 134
		SP:Iteration 6Q (106087.980000 sec): 3 clusters
  Score: Raw -537809.360803 + Penalty 2753.259604 = -535056.101199
  nChanged 99
		SP:Iteration 7Q (106088.070000 sec): 3 clusters
  Score: Raw -537866.263442 + Penalty 2753.259604 = -535113.003838
  nChanged 79
		SP:Iteration 8Q (106088.150000 sec): 3 clusters
  Score: Raw -537905.901751 + Penalty 2753.259604 = -535152.642146
  nChanged 54
		SP:Iteration 9Q (106088.230000 sec): 3 clusters
  Score: Raw -537930.474735 + Penalty 2753.259604 = -535177.215130
  nChanged 44
		SP:Iteration 10Q (106088.320000 sec): 3 clusters
  Score: Raw -537951.568747 + Penalty 2753.259604 = -535198.309142
  nChanged 44
		SP:Iteration 11Q (106088.400000 sec): 3 clusters
  Score: Raw -537970.676292 + Penalty 2753.259604 = -535217.416687
  nChanged 40
		SP:Iteration 12Q (106088.490000 sec): 3 clusters
  Score: Raw -537986.499071 + Penalty 2753.259604 = -535233.239467
  nChanged 33
		SP:Iteration 13Q (106088.570000 sec): 3 clusters
  Score: Raw -538006.813233 + Penalty 2753.259604 = -535253.553629
  nChanged 43
		SP:Iteration 14Q (106088.650000 sec): 3 clusters
  Score: Raw -538028.570373 + Penalty 2753.259604 = -535275.310768
  nChanged 33
		SP:Iteration 15Q (106088.740000 sec): 3 clusters
  Score: Raw -538043.171362 + Penalty 2753.259604 = -535289.911757
  nChanged 30
		SP:Iteration 16Q (106088.820000 sec): 3 clusters
  Score: Raw -538053.978077 + Penalty 2753.259604 = -535300.718472
  nChanged 23
		SP:Iteration 17Q (106088.910000 sec): 3 clusters
  Score: Raw -538062.829200 + Penalty 2753.259604 = -535309.569595
  nChanged 16
		SP:Iteration 18Q (106088.990000 sec): 3 clusters
  Score: Raw -538068.177160 + Penalty 2753.259604 = -535314.917555
  nChanged 19
		SP:Iteration 19Q (106089.070000 sec): 3 clusters
  Score: Raw -538074.382416 + Penalty 2753.259604 = -535321.122812
  nChanged 14
		SP:Iteration 20F (106089.160000 sec): 3 clusters
  Score: Raw -538078.904618 + Penalty 2753.259604 = -535325.645014
  nChanged 11
		SP:Iteration 21Q (106089.240000 sec): 3 clusters
  Score: Raw -538082.047244 + Penalty 2753.259604 = -535328.787640
  nChanged 7
		SP:Iteration 22Q (106089.330000 sec): 3 clusters
  Score: Raw -538084.228674 + Penalty 2753.259604 = -535330.969070
  nChanged 11
		SP:Iteration 23Q (106089.410000 sec): 3 clusters
  Score: Raw -538087.816964 + Penalty 2753.259604 = -535334.557360
  nChanged 7
		SP:Iteration 24Q (106089.490000 sec): 3 clusters
  Score: Raw -538090.292115 + Penalty 2753.259604 = -535337.032510
  nChanged 9
		SP:Iteration 25Q (106089.570000 sec): 3 clusters
  Score: Raw -538093.028605 + Penalty 2753.259604 = -535339.769001
  nChanged 8
		SP:Iteration 26Q (106089.660000 sec): 3 clusters
  Score: Raw -538095.664934 + Penalty 2753.259604 = -535342.405329
  nChanged 4
		SP:Iteration 27Q (106089.740000 sec): 3 clusters
  Score: Raw -538097.399004 + Penalty 2753.259604 = -535344.139400
  nChanged 7
		SP:Iteration 28Q (106089.820000 sec): 3 clusters
  Score: Raw -538099.729156 + Penalty 2753.259604 = -535346.469552
  nChanged 9
		SP:Iteration 29Q (106089.910000 sec): 3 clusters
  Score: Raw -538102.387930 + Penalty 2753.259604 = -535349.128326
  nChanged 7
		SP:Iteration 30Q (106089.990000 sec): 3 clusters
  Score: Raw -538104.451398 + Penalty 2753.259604 = -535351.191794
  nChanged 5
		SP:Iteration 31Q (106090.070000 sec): 3 clusters
  Score: Raw -538106.500163 + Penalty 2753.259604 = -535353.240558
  nChanged 6
		SP:Iteration 32Q (106090.150000 sec): 3 clusters
  Score: Raw -538108.571285 + Penalty 2753.259604 = -535355.311681
  nChanged 5
		SP:Iteration 33Q (106090.240000 sec): 3 clusters
  Score: Raw -538109.994870 + Penalty 2753.259604 = -535356.735266
  nChanged 3
		SP:Iteration 34Q (106090.320000 sec): 3 clusters
  Score: Raw -538111.050475 + Penalty 2753.259604 = -535357.790871
  nChanged 3
		SP:Iteration 35Q (106090.410000 sec): 3 clusters
  Score: Raw -538111.990579 + Penalty 2753.259604 = -535358.730974
  nChanged 2
		SP:Iteration 36Q (106090.490000 sec): 3 clusters
  Score: Raw -538112.457488 + Penalty 2753.259604 = -535359.197884
  nChanged 3
		SP:Iteration 37Q (106090.570000 sec): 3 clusters
  Score: Raw -538113.346643 + Penalty 2753.259604 = -535360.087039
  nChanged 6
		SP:Iteration 38Q (106090.650000 sec): 3 clusters
  Score: Raw -538115.222288 + Penalty 2753.259604 = -535361.962683
  nChanged 4
		SP:Iteration 39Q (106090.740000 sec): 3 clusters
  Score: Raw -538116.159186 + Penalty 2753.259604 = -535362.899582
  nChanged 2
		SP:Iteration 40F (106090.820000 sec): 3 clusters
  Score: Raw -538116.862950 + Penalty 2753.259604 = -535363.603346
  nChanged 6
		SP:Iteration 41Q (106090.910000 sec): 3 clusters
  Score: Raw -538119.180203 + Penalty 2753.259604 = -535365.920598
  nChanged 6
		SP:Iteration 42Q (106090.990000 sec): 3 clusters
  Score: Raw -538121.418915 + Penalty 2753.259604 = -535368.159311
  nChanged 11
		SP:Iteration 43Q (106091.070000 sec): 3 clusters
  Score: Raw -538124.561312 + Penalty 2753.259604 = -535371.301708
  nChanged 9
		SP:Iteration 44Q (106091.150000 sec): 3 clusters
  Score: Raw -538127.677356 + Penalty 2753.259604 = -535374.417752
  nChanged 8
		SP:Iteration 45Q (106091.240000 sec): 3 clusters
  Score: Raw -538130.322900 + Penalty 2753.259604 = -535377.063295
  nChanged 6
		SP:Iteration 46Q (106091.320000 sec): 3 clusters
  Score: Raw -538132.179339 + Penalty 2753.259604 = -535378.919735
  nChanged 3
		SP:Iteration 47Q (106091.400000 sec): 3 clusters
  Score: Raw -538132.904759 + Penalty 2753.259604 = -535379.645155
  nChanged 4
		SP:Iteration 48Q (106091.490000 sec): 3 clusters
  Score: Raw -538134.236909 + Penalty 2753.259604 = -535380.977304
  nChanged 4
		SP:Iteration 49Q (106091.570000 sec): 3 clusters
  Score: Raw -538135.222971 + Penalty 2753.259604 = -535381.963366
  nChanged 3
		SP:Iteration 50Q (106091.650000 sec): 3 clusters
  Score: Raw -538136.252084 + Penalty 2753.259604 = -535382.992479
  nChanged 4
		SP:Iteration 51Q (106091.730000 sec): 3 clusters
  Score: Raw -538137.265899 + Penalty 2753.259604 = -535384.006295
  nChanged 4
		SP:Iteration 52Q (106091.810000 sec): 3 clusters
  Score: Raw -538138.177940 + Penalty 2753.259604 = -535384.918335
  nChanged 1
		SP:Iteration 53Q (106091.900000 sec): 3 clusters
  Score: Raw -538138.543560 + Penalty 2753.259604 = -535385.283956
  nChanged 1
		SP:Iteration 54Q (106091.980000 sec): 3 clusters
  Score: Raw -538138.568360 + Penalty 2753.259604 = -535385.308756
  nChanged 0
		SP:Iteration 55F (106092.070000 sec): 3 clusters
  Score: Raw -538138.568360 + Penalty 2753.259604 = -535385.308756
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 38 (12951 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106092.200000 sec): 2 clusters
  Score: Raw -1561945.637902 + Penalty 1538.700846 = -1560406.937056
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106092.380000 sec): 3 clusters
  Score: Raw -1554383.569222 + Penalty 3077.401692 = -1551306.167530
  nChanged 5713
		SP:Iteration 1F (106092.550000 sec): 3 clusters
  Score: Raw -1557497.298242 + Penalty 3077.401692 = -1554419.896550
  nChanged 836
		SP:Iteration 2F (106092.750000 sec): 3 clusters
  Score: Raw -1557903.298404 + Penalty 3077.401692 = -1554825.896712
  nChanged 786
		SP:Iteration 3F (106092.930000 sec): 3 clusters
  Score: Raw -1558360.707741 + Penalty 3077.401692 = -1555283.306049
  nChanged 805
		SP:Iteration 4F (106093.100000 sec): 3 clusters
  Score: Raw -1558876.227194 + Penalty 3077.401692 = -1555798.825501
  nChanged 860
		SP:Iteration 5F (106093.300000 sec): 3 clusters
  Score: Raw -1559554.314408 + Penalty 3077.401692 = -1556476.912716
  nChanged 903
		SP:Iteration 6F (106093.480000 sec): 3 clusters
  Score: Raw -1560397.833936 + Penalty 3077.401692 = -1557320.432244
  nChanged 752
		SP:Iteration 7F (106093.650000 sec): 3 clusters
  Score: Raw -1561100.422742 + Penalty 3077.401692 = -1558023.021050
  nChanged 503
		SP:Iteration 8Q (106093.850000 sec): 3 clusters
  Score: Raw -1561514.959377 + Penalty 3077.401692 = -1558437.557685
  nChanged 348
		SP:Iteration 9Q (106094.010000 sec): 3 clusters
  Score: Raw -1561743.379207 + Penalty 3077.401692 = -1558665.977515
  nChanged 219
		SP:Iteration 10Q (106094.180000 sec): 3 clusters
  Score: Raw -1561867.422506 + Penalty 3077.401692 = -1558790.020814
  nChanged 152
		SP:Iteration 11Q (106094.370000 sec): 3 clusters
  Score: Raw -1561935.823855 + Penalty 3077.401692 = -1558858.422163
  nChanged 100
		SP:Iteration 12Q (106094.540000 sec): 3 clusters
  Score: Raw -1561974.797344 + Penalty 3077.401692 = -1558897.395652
  nChanged 78
		SP:Iteration 13Q (106094.730000 sec): 3 clusters
  Score: Raw -1561999.320293 + Penalty 3077.401692 = -1558921.918601
  nChanged 54
		SP:Iteration 14Q (106094.890000 sec): 3 clusters
  Score: Raw -1562016.960315 + Penalty 3077.401692 = -1558939.558623
  nChanged 54
		SP:Iteration 15Q (106095.050000 sec): 3 clusters
  Score: Raw -1562033.398154 + Penalty 3077.401692 = -1558955.996461
  nChanged 36
		SP:Iteration 16Q (106095.260000 sec): 3 clusters
  Score: Raw -1562046.394319 + Penalty 3077.401692 = -1558968.992626
  nChanged 37
		SP:Iteration 17Q (106095.420000 sec): 3 clusters
  Score: Raw -1562061.789128 + Penalty 3077.401692 = -1558984.387436
  nChanged 35
		SP:Iteration 18Q (106095.610000 sec): 3 clusters
  Score: Raw -1562074.676114 + Penalty 3077.401692 = -1558997.274422
  nChanged 32
		SP:Iteration 19Q (106095.780000 sec): 3 clusters
  Score: Raw -1562084.530811 + Penalty 3077.401692 = -1559007.129119
  nChanged 41
		SP:Iteration 20F (106095.960000 sec): 3 clusters
  Score: Raw -1562100.077621 + Penalty 3077.401692 = -1559022.675929
  nChanged 40
		SP:Iteration 21Q (106096.140000 sec): 3 clusters
  Score: Raw -1562114.781656 + Penalty 3077.401692 = -1559037.379963
  nChanged 37
		SP:Iteration 22Q (106096.310000 sec): 3 clusters
  Score: Raw -1562127.398194 + Penalty 3077.401692 = -1559049.996501
  nChanged 33
		SP:Iteration 23Q (106096.470000 sec): 3 clusters
  Score: Raw -1562141.557200 + Penalty 3077.401692 = -1559064.155507
  nChanged 40
		SP:Iteration 24Q (106096.660000 sec): 3 clusters
  Score: Raw -1562157.637035 + Penalty 3077.401692 = -1559080.235343
  nChanged 42
		SP:Iteration 25Q (106096.820000 sec): 3 clusters
  Score: Raw -1562179.433582 + Penalty 3077.401692 = -1559102.031890
  nChanged 39
		SP:Iteration 26Q (106096.990000 sec): 3 clusters
  Score: Raw -1562195.544776 + Penalty 3077.401692 = -1559118.143084
  nChanged 33
		SP:Iteration 27Q (106097.150000 sec): 3 clusters
  Score: Raw -1562208.187931 + Penalty 3077.401692 = -1559130.786239
  nChanged 36
		SP:Iteration 28Q (106097.310000 sec): 3 clusters
  Score: Raw -1562222.682205 + Penalty 3077.401692 = -1559145.280513
  nChanged 27
		SP:Iteration 29Q (106097.520000 sec): 3 clusters
  Score: Raw -1562234.336640 + Penalty 3077.401692 = -1559156.934948
  nChanged 30
		SP:Iteration 30Q (106097.680000 sec): 3 clusters
  Score: Raw -1562248.983208 + Penalty 3077.401692 = -1559171.581515
  nChanged 31
		SP:Iteration 31Q (106097.840000 sec): 3 clusters
  Score: Raw -1562264.043294 + Penalty 3077.401692 = -1559186.641602
  nChanged 34
		SP:Iteration 32Q (106098.030000 sec): 3 clusters
  Score: Raw -1562278.692028 + Penalty 3077.401692 = -1559201.290335
  nChanged 26
		SP:Iteration 33Q (106098.190000 sec): 3 clusters
  Score: Raw -1562289.601986 + Penalty 3077.401692 = -1559212.200293
  nChanged 24
		SP:Iteration 34Q (106098.360000 sec): 3 clusters
  Score: Raw -1562302.698667 + Penalty 3077.401692 = -1559225.296975
  nChanged 26
		SP:Iteration 35Q (106098.510000 sec): 3 clusters
  Score: Raw -1562316.493878 + Penalty 3077.401692 = -1559239.092185
  nChanged 27
		SP:Iteration 36Q (106098.700000 sec): 3 clusters
  Score: Raw -1562329.751810 + Penalty 3077.401692 = -1559252.350118
  nChanged 26
		SP:Iteration 37Q (106098.850000 sec): 3 clusters
  Score: Raw -1562341.111152 + Penalty 3077.401692 = -1559263.709460
  nChanged 20
		SP:Iteration 38Q (106099.020000 sec): 3 clusters
  Score: Raw -1562350.790673 + Penalty 3077.401692 = -1559273.388980
  nChanged 26
		SP:Iteration 39Q (106099.220000 sec): 3 clusters
  Score: Raw -1562365.722343 + Penalty 3077.401692 = -1559288.320651
  nChanged 25
		SP:Iteration 40F (106099.390000 sec): 3 clusters
  Score: Raw -1562376.942083 + Penalty 3077.401692 = -1559299.540391
  nChanged 19
		SP:Iteration 41Q (106099.550000 sec): 3 clusters
  Score: Raw -1562387.723273 + Penalty 3077.401692 = -1559310.321581
  nChanged 21
		SP:Iteration 42Q (106099.750000 sec): 3 clusters
  Score: Raw -1562398.946137 + Penalty 3077.401692 = -1559321.544445
  nChanged 19
		SP:Iteration 43Q (106099.910000 sec): 3 clusters
  Score: Raw -1562409.633637 + Penalty 3077.401692 = -1559332.231945
  nChanged 16
		SP:Iteration 44Q (106100.100000 sec): 3 clusters
  Score: Raw -1562417.312259 + Penalty 3077.401692 = -1559339.910567
  nChanged 13
		SP:Iteration 45Q (106100.250000 sec): 3 clusters
  Score: Raw -1562422.408576 + Penalty 3077.401692 = -1559345.006884
  nChanged 16
		SP:Iteration 46Q (106100.410000 sec): 3 clusters
  Score: Raw -1562428.551028 + Penalty 3077.401692 = -1559351.149336
  nChanged 18
		SP:Iteration 47Q (106100.600000 sec): 3 clusters
  Score: Raw -1562437.540094 + Penalty 3077.401692 = -1559360.138402
  nChanged 15
		SP:Iteration 48Q (106100.760000 sec): 3 clusters
  Score: Raw -1562443.522582 + Penalty 3077.401692 = -1559366.120890
  nChanged 15
		SP:Iteration 49Q (106100.950000 sec): 3 clusters
  Score: Raw -1562448.114507 + Penalty 3077.401692 = -1559370.712815
  nChanged 12
		SP:Iteration 50Q (106101.100000 sec): 3 clusters
  Score: Raw -1562456.866104 + Penalty 3077.401692 = -1559379.464412
  nChanged 13
		SP:Iteration 51Q (106101.290000 sec): 3 clusters
  Score: Raw -1562462.985877 + Penalty 3077.401692 = -1559385.584185
  nChanged 18
		SP:Iteration 52Q (106101.460000 sec): 3 clusters
  Score: Raw -1562469.677365 + Penalty 3077.401692 = -1559392.275673
  nChanged 13
		SP:Iteration 53Q (106101.620000 sec): 3 clusters
  Score: Raw -1562473.812338 + Penalty 3077.401692 = -1559396.410646
  nChanged 6
		SP:Iteration 54Q (106101.800000 sec): 3 clusters
  Score: Raw -1562475.068620 + Penalty 3077.401692 = -1559397.666927
  nChanged 7
		SP:Iteration 55Q (106101.960000 sec): 3 clusters
  Score: Raw -1562477.928891 + Penalty 3077.401692 = -1559400.527199
  nChanged 9
		SP:Iteration 56Q (106102.120000 sec): 3 clusters
  Score: Raw -1562480.300771 + Penalty 3077.401692 = -1559402.899078
  nChanged 7
		SP:Iteration 57Q (106102.310000 sec): 3 clusters
  Score: Raw -1562483.182958 + Penalty 3077.401692 = -1559405.781265
  nChanged 7
		SP:Iteration 58Q (106102.470000 sec): 3 clusters
  Score: Raw -1562486.356213 + Penalty 3077.401692 = -1559408.954521
  nChanged 9
		SP:Iteration 59Q (106102.630000 sec): 3 clusters
  Score: Raw -1562491.063603 + Penalty 3077.401692 = -1559413.661910
  nChanged 9
		SP:Iteration 60F (106102.810000 sec): 3 clusters
  Score: Raw -1562494.815457 + Penalty 3077.401692 = -1559417.413765
  nChanged 6
		SP:Iteration 61Q (106102.990000 sec): 3 clusters
  Score: Raw -1562496.824486 + Penalty 3077.401692 = -1559419.422793
  nChanged 5
		SP:Iteration 62Q (106103.150000 sec): 3 clusters
  Score: Raw -1562498.771080 + Penalty 3077.401692 = -1559421.369388
  nChanged 4
		SP:Iteration 63Q (106103.310000 sec): 3 clusters
  Score: Raw -1562500.645139 + Penalty 3077.401692 = -1559423.243446
  nChanged 5
		SP:Iteration 64Q (106103.490000 sec): 3 clusters
  Score: Raw -1562503.152508 + Penalty 3077.401692 = -1559425.750816
  nChanged 6
		SP:Iteration 65Q (106103.650000 sec): 3 clusters
  Score: Raw -1562505.265042 + Penalty 3077.401692 = -1559427.863350
  nChanged 5
		SP:Iteration 66Q (106103.810000 sec): 3 clusters
  Score: Raw -1562507.883669 + Penalty 3077.401692 = -1559430.481977
  nChanged 5
		SP:Iteration 67Q (106103.970000 sec): 3 clusters
  Score: Raw -1562510.499419 + Penalty 3077.401692 = -1559433.097726
  nChanged 6
		SP:Iteration 68Q (106104.150000 sec): 3 clusters
  Score: Raw -1562512.374471 + Penalty 3077.401692 = -1559434.972779
  nChanged 4
		SP:Iteration 69Q (106104.310000 sec): 3 clusters
  Score: Raw -1562514.941168 + Penalty 3077.401692 = -1559437.539475
  nChanged 4
		SP:Iteration 70Q (106104.490000 sec): 3 clusters
  Score: Raw -1562516.662392 + Penalty 3077.401692 = -1559439.260700
  nChanged 2
		SP:Iteration 71Q (106104.650000 sec): 3 clusters
  Score: Raw -1562517.147021 + Penalty 3077.401692 = -1559439.745329
  nChanged 0
		SP:Iteration 72F (106104.820000 sec): 3 clusters
  Score: Raw -1562517.147021 + Penalty 3077.401692 = -1559439.745329
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 39 (1564 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106104.900000 sec): 2 clusters
  Score: Raw -179425.798110 + Penalty 1195.187812 = -178230.610298
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106104.940000 sec): 3 clusters
  Score: Raw -178886.299678 + Penalty 2390.375624 = -176495.924053
  nChanged 527
		SP:Iteration 1F (106104.970000 sec): 3 clusters
  Score: Raw -179345.490089 + Penalty 2390.375624 = -176955.114464
  nChanged 133
		SP:Iteration 2F (106105.000000 sec): 3 clusters
  Score: Raw -179486.850423 + Penalty 2390.375624 = -177096.474798
  nChanged 79
		SP:Iteration 3F (106105.040000 sec): 3 clusters
  Score: Raw -179580.594733 + Penalty 2390.375624 = -177190.219109
  nChanged 78
		SP:Iteration 4Q (106105.070000 sec): 3 clusters
  Score: Raw -179660.616259 + Penalty 2390.375624 = -177270.240634
  nChanged 54
		SP:Iteration 5Q (106105.100000 sec): 3 clusters
  Score: Raw -179720.206549 + Penalty 2390.375624 = -177329.830925
  nChanged 51
		SP:Iteration 6Q (106105.130000 sec): 3 clusters
  Score: Raw -179780.562022 + Penalty 2390.375624 = -177390.186398
  nChanged 42
		SP:Iteration 7Q (106105.160000 sec): 3 clusters
  Score: Raw -179837.875129 + Penalty 2390.375624 = -177447.499504
  nChanged 47
		SP:Iteration 8Q (106105.180000 sec): 3 clusters
  Score: Raw -179893.909983 + Penalty 2390.375624 = -177503.534358
  nChanged 32
		SP:Iteration 9Q (106105.220000 sec): 3 clusters
  Score: Raw -179929.924259 + Penalty 2390.375624 = -177539.548635
  nChanged 34
		SP:Iteration 10Q (106105.240000 sec): 3 clusters
  Score: Raw -179959.712063 + Penalty 2390.375624 = -177569.336439
  nChanged 17
		SP:Iteration 11Q (106105.270000 sec): 3 clusters
  Score: Raw -179974.060245 + Penalty 2390.375624 = -177583.684621
  nChanged 15
		SP:Iteration 12Q (106105.300000 sec): 3 clusters
  Score: Raw -179982.100873 + Penalty 2390.375624 = -177591.725248
  nChanged 6
		SP:Iteration 13Q (106105.330000 sec): 3 clusters
  Score: Raw -179986.294000 + Penalty 2390.375624 = -177595.918376
  nChanged 4
		SP:Iteration 14Q (106105.360000 sec): 3 clusters
  Score: Raw -179989.180626 + Penalty 2390.375624 = -177598.805001
  nChanged 7
		SP:Iteration 15Q (106105.390000 sec): 3 clusters
  Score: Raw -179994.585716 + Penalty 2390.375624 = -177604.210092
  nChanged 6
		SP:Iteration 16Q (106105.420000 sec): 3 clusters
  Score: Raw -179999.716536 + Penalty 2390.375624 = -177609.340912
  nChanged 6
		SP:Iteration 17Q (106105.440000 sec): 3 clusters
  Score: Raw -180004.563676 + Penalty 2390.375624 = -177614.188052
  nChanged 4
		SP:Iteration 18Q (106105.470000 sec): 3 clusters
  Score: Raw -180008.022775 + Penalty 2390.375624 = -177617.647150
  nChanged 5
		SP:Iteration 19Q (106105.500000 sec): 3 clusters
  Score: Raw -180013.730381 + Penalty 2390.375624 = -177623.354757
  nChanged 4
		SP:Iteration 20F (106105.530000 sec): 3 clusters
  Score: Raw -180016.096826 + Penalty 2390.375624 = -177625.721201
  nChanged 1
		SP:Iteration 21Q (106105.560000 sec): 3 clusters
  Score: Raw -180016.398898 + Penalty 2390.375624 = -177626.023273
  nChanged 0
		SP:Iteration 22F (106105.590000 sec): 3 clusters
  Score: Raw -180016.398898 + Penalty 2390.375624 = -177626.023273
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 40 (3166 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106105.660000 sec): 2 clusters
  Score: Raw -340629.159568 + Penalty 1309.786439 = -339319.373129
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106105.720000 sec): 3 clusters
  Score: Raw -339193.560509 + Penalty 2619.572878 = -336573.987631
  nChanged 1188
		SP:Iteration 1F (106105.780000 sec): 3 clusters
  Score: Raw -340018.041539 + Penalty 2619.572878 = -337398.468661
  nChanged 288
		SP:Iteration 2F (106105.840000 sec): 3 clusters
  Score: Raw -340273.075830 + Penalty 2619.572878 = -337653.502952
  nChanged 206
		SP:Iteration 3F (106105.900000 sec): 3 clusters
  Score: Raw -340443.109472 + Penalty 2619.572878 = -337823.536594
  nChanged 170
		SP:Iteration 4F (106105.960000 sec): 3 clusters
  Score: Raw -340618.378892 + Penalty 2619.572878 = -337998.806014
  nChanged 183
		SP:Iteration 5F (106106.010000 sec): 3 clusters
  Score: Raw -340827.746870 + Penalty 2619.572878 = -338208.173991
  nChanged 165
		SP:Iteration 6F (106106.070000 sec): 3 clusters
  Score: Raw -341017.650628 + Penalty 2619.572878 = -338398.077750
  nChanged 141
		SP:Iteration 7Q (106106.120000 sec): 3 clusters
  Score: Raw -341140.172945 + Penalty 2619.572878 = -338520.600067
  nChanged 105
		SP:Iteration 8Q (106106.180000 sec): 3 clusters
  Score: Raw -341200.845046 + Penalty 2619.572878 = -338581.272168
  nChanged 54
		SP:Iteration 9Q (106106.240000 sec): 3 clusters
  Score: Raw -341226.153568 + Penalty 2619.572878 = -338606.580690
  nChanged 44
		SP:Iteration 10Q (106106.300000 sec): 3 clusters
  Score: Raw -341248.160901 + Penalty 2619.572878 = -338628.588023
  nChanged 27
		SP:Iteration 11Q (106106.350000 sec): 3 clusters
  Score: Raw -341261.925218 + Penalty 2619.572878 = -338642.352340
  nChanged 29
		SP:Iteration 12Q (106106.410000 sec): 3 clusters
  Score: Raw -341274.834759 + Penalty 2619.572878 = -338655.261881
  nChanged 29
		SP:Iteration 13Q (106106.460000 sec): 3 clusters
  Score: Raw -341284.735041 + Penalty 2619.572878 = -338665.162162
  nChanged 20
		SP:Iteration 14Q (106106.520000 sec): 3 clusters
  Score: Raw -341293.789056 + Penalty 2619.572878 = -338674.216178
  nChanged 18
		SP:Iteration 15Q (106106.580000 sec): 3 clusters
  Score: Raw -341299.717693 + Penalty 2619.572878 = -338680.144815
  nChanged 18
		SP:Iteration 16Q (106106.630000 sec): 3 clusters
  Score: Raw -341305.283805 + Penalty 2619.572878 = -338685.710927
  nChanged 11
		SP:Iteration 17Q (106106.690000 sec): 3 clusters
  Score: Raw -341307.866048 + Penalty 2619.572878 = -338688.293170
  nChanged 6
		SP:Iteration 18Q (106106.740000 sec): 3 clusters
  Score: Raw -341309.174035 + Penalty 2619.572878 = -338689.601157
  nChanged 5
		SP:Iteration 19Q (106106.800000 sec): 3 clusters
  Score: Raw -341310.597034 + Penalty 2619.572878 = -338691.024156
  nChanged 7
		SP:Iteration 20F (106106.860000 sec): 3 clusters
  Score: Raw -341313.783211 + Penalty 2619.572878 = -338694.210333
  nChanged 11
		SP:Iteration 21Q (106106.920000 sec): 3 clusters
  Score: Raw -341319.664708 + Penalty 2619.572878 = -338700.091830
  nChanged 12
		SP:Iteration 22Q (106106.970000 sec): 3 clusters
  Score: Raw -341324.759257 + Penalty 2619.572878 = -338705.186379
  nChanged 14
		SP:Iteration 23Q (106107.030000 sec): 3 clusters
  Score: Raw -341330.170621 + Penalty 2619.572878 = -338710.597743
  nChanged 13
		SP:Iteration 24Q (106107.080000 sec): 3 clusters
  Score: Raw -341333.685369 + Penalty 2619.572878 = -338714.112491
  nChanged 16
		SP:Iteration 25Q (106107.140000 sec): 3 clusters
  Score: Raw -341343.021602 + Penalty 2619.572878 = -338723.448724
  nChanged 17
		SP:Iteration 26Q (106107.200000 sec): 3 clusters
  Score: Raw -341348.531907 + Penalty 2619.572878 = -338728.959029
  nChanged 11
		SP:Iteration 27Q (106107.250000 sec): 3 clusters
  Score: Raw -341352.950726 + Penalty 2619.572878 = -338733.377848
  nChanged 13
		SP:Iteration 28Q (106107.310000 sec): 3 clusters
  Score: Raw -341358.348198 + Penalty 2619.572878 = -338738.775320
  nChanged 10
		SP:Iteration 29Q (106107.360000 sec): 3 clusters
  Score: Raw -341361.623563 + Penalty 2619.572878 = -338742.050685
  nChanged 8
		SP:Iteration 30Q (106107.420000 sec): 3 clusters
  Score: Raw -341362.946549 + Penalty 2619.572878 = -338743.373671
  nChanged 3
		SP:Iteration 31Q (106107.480000 sec): 3 clusters
  Score: Raw -341363.508472 + Penalty 2619.572878 = -338743.935594
  nChanged 3
		SP:Iteration 32Q (106107.540000 sec): 3 clusters
  Score: Raw -341364.696706 + Penalty 2619.572878 = -338745.123828
  nChanged 3
		SP:Iteration 33Q (106107.590000 sec): 3 clusters
  Score: Raw -341365.231801 + Penalty 2619.572878 = -338745.658923
  nChanged 4
		SP:Iteration 34Q (106107.650000 sec): 3 clusters
  Score: Raw -341366.181308 + Penalty 2619.572878 = -338746.608430
  nChanged 3
		SP:Iteration 35Q (106107.700000 sec): 3 clusters
  Score: Raw -341366.949941 + Penalty 2619.572878 = -338747.377063
  nChanged 3
		SP:Iteration 36Q (106107.760000 sec): 3 clusters
  Score: Raw -341367.543987 + Penalty 2619.572878 = -338747.971109
  nChanged 4
		SP:Iteration 37Q (106107.820000 sec): 3 clusters
  Score: Raw -341368.118176 + Penalty 2619.572878 = -338748.545298
  nChanged 2
		SP:Iteration 38Q (106107.870000 sec): 3 clusters
  Score: Raw -341368.685621 + Penalty 2619.572878 = -338749.112743
  nChanged 2
		SP:Iteration 39Q (106107.930000 sec): 3 clusters
  Score: Raw -341368.909351 + Penalty 2619.572878 = -338749.336473
  nChanged 3
		SP:Iteration 40F (106107.980000 sec): 3 clusters
  Score: Raw -341369.289449 + Penalty 2619.572878 = -338749.716571
  nChanged 2
		SP:Iteration 41Q (106108.040000 sec): 3 clusters
  Score: Raw -341369.638556 + Penalty 2619.572878 = -338750.065678
  nChanged 0
		SP:Iteration 42F (106108.100000 sec): 3 clusters
  Score: Raw -341369.638556 + Penalty 2619.572878 = -338750.065678
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 41 (10110 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106108.220000 sec): 2 clusters
  Score: Raw -1179500.212146 + Penalty 1498.458051 = -1178001.754096
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106108.380000 sec): 3 clusters
  Score: Raw -1173797.574648 + Penalty 2996.916101 = -1170800.658546
  nChanged 4357
		SP:Iteration 1F (106108.540000 sec): 3 clusters
  Score: Raw -1176257.092828 + Penalty 2996.916101 = -1173260.176727
  nChanged 715
		SP:Iteration 2F (106108.700000 sec): 3 clusters
  Score: Raw -1176672.568375 + Penalty 2996.916101 = -1173675.652274
  nChanged 663
		SP:Iteration 3F (106108.850000 sec): 3 clusters
  Score: Raw -1177093.058933 + Penalty 2996.916101 = -1174096.142832
  nChanged 646
		SP:Iteration 4F (106109.030000 sec): 3 clusters
  Score: Raw -1177527.733146 + Penalty 2996.916101 = -1174530.817045
  nChanged 583
		SP:Iteration 5F (106109.180000 sec): 3 clusters
  Score: Raw -1177886.929279 + Penalty 2996.916101 = -1174890.013178
  nChanged 531
		SP:Iteration 6F (106109.340000 sec): 3 clusters
  Score: Raw -1178188.350132 + Penalty 2996.916101 = -1175191.434030
  nChanged 407
		SP:Iteration 7Q (106109.520000 sec): 3 clusters
  Score: Raw -1178387.314509 + Penalty 2996.916101 = -1175390.398408
  nChanged 341
		SP:Iteration 8Q (106109.670000 sec): 3 clusters
  Score: Raw -1178536.379809 + Penalty 2996.916101 = -1175539.463708
  nChanged 263
		SP:Iteration 9Q (106109.840000 sec): 3 clusters
  Score: Raw -1178646.432874 + Penalty 2996.916101 = -1175649.516772
  nChanged 227
		SP:Iteration 10Q (106109.990000 sec): 3 clusters
  Score: Raw -1178732.298551 + Penalty 2996.916101 = -1175735.382449
  nChanged 193
		SP:Iteration 11Q (106110.130000 sec): 3 clusters
  Score: Raw -1178803.578463 + Penalty 2996.916101 = -1175806.662362
  nChanged 173
		SP:Iteration 12Q (106110.300000 sec): 3 clusters
  Score: Raw -1178872.067125 + Penalty 2996.916101 = -1175875.151024
  nChanged 175
		SP:Iteration 13Q (106110.450000 sec): 3 clusters
  Score: Raw -1178938.587430 + Penalty 2996.916101 = -1175941.671329
  nChanged 159
		SP:Iteration 14Q (106110.590000 sec): 3 clusters
  Score: Raw -1178991.895835 + Penalty 2996.916101 = -1175994.979733
  nChanged 136
		SP:Iteration 15Q (106110.760000 sec): 3 clusters
  Score: Raw -1179033.203111 + Penalty 2996.916101 = -1176036.287010
  nChanged 114
		SP:Iteration 16Q (106110.920000 sec): 3 clusters
  Score: Raw -1179063.981658 + Penalty 2996.916101 = -1176067.065557
  nChanged 92
		SP:Iteration 17Q (106111.050000 sec): 3 clusters
  Score: Raw -1179089.340246 + Penalty 2996.916101 = -1176092.424145
  nChanged 75
		SP:Iteration 18Q (106111.210000 sec): 3 clusters
  Score: Raw -1179110.531565 + Penalty 2996.916101 = -1176113.615464
  nChanged 61
		SP:Iteration 19Q (106111.370000 sec): 3 clusters
  Score: Raw -1179122.748358 + Penalty 2996.916101 = -1176125.832256
  nChanged 49
		SP:Iteration 20F (106111.520000 sec): 3 clusters
  Score: Raw -1179132.735803 + Penalty 2996.916101 = -1176135.819702
  nChanged 47
		SP:Iteration 21Q (106111.680000 sec): 3 clusters
  Score: Raw -1179142.482745 + Penalty 2996.916101 = -1176145.566643
  nChanged 40
		SP:Iteration 22Q (106111.840000 sec): 3 clusters
  Score: Raw -1179151.201184 + Penalty 2996.916101 = -1176154.285082
  nChanged 39
		SP:Iteration 23Q (106111.970000 sec): 3 clusters
  Score: Raw -1179157.911204 + Penalty 2996.916101 = -1176160.995103
  nChanged 19
		SP:Iteration 24Q (106112.130000 sec): 3 clusters
  Score: Raw -1179160.271827 + Penalty 2996.916101 = -1176163.355726
  nChanged 14
		SP:Iteration 25Q (106112.310000 sec): 3 clusters
  Score: Raw -1179161.871979 + Penalty 2996.916101 = -1176164.955877
  nChanged 11
		SP:Iteration 26Q (106112.450000 sec): 3 clusters
  Score: Raw -1179163.011952 + Penalty 2996.916101 = -1176166.095850
  nChanged 6
		SP:Iteration 27Q (106112.610000 sec): 3 clusters
  Score: Raw -1179163.928791 + Penalty 2996.916101 = -1176167.012690
  nChanged 12
		SP:Iteration 28Q (106112.770000 sec): 3 clusters
  Score: Raw -1179165.892901 + Penalty 2996.916101 = -1176168.976799
  nChanged 7
		SP:Iteration 29Q (106112.900000 sec): 3 clusters
  Score: Raw -1179166.887627 + Penalty 2996.916101 = -1176169.971526
  nChanged 10
		SP:Iteration 30Q (106113.060000 sec): 3 clusters
  Score: Raw -1179168.845950 + Penalty 2996.916101 = -1176171.929848
  nChanged 14
		SP:Iteration 31Q (106113.240000 sec): 3 clusters
  Score: Raw -1179171.249358 + Penalty 2996.916101 = -1176174.333257
  nChanged 17
		SP:Iteration 32Q (106113.390000 sec): 3 clusters
  Score: Raw -1179172.982670 + Penalty 2996.916101 = -1176176.066569
  nChanged 10
		SP:Iteration 33Q (106113.550000 sec): 3 clusters
  Score: Raw -1179174.216757 + Penalty 2996.916101 = -1176177.300655
  nChanged 11
		SP:Iteration 34Q (106113.700000 sec): 3 clusters
  Score: Raw -1179175.781480 + Penalty 2996.916101 = -1176178.865378
  nChanged 12
		SP:Iteration 35Q (106113.840000 sec): 3 clusters
  Score: Raw -1179177.084692 + Penalty 2996.916101 = -1176180.168591
  nChanged 10
		SP:Iteration 36Q (106114.000000 sec): 3 clusters
  Score: Raw -1179178.611410 + Penalty 2996.916101 = -1176181.695308
  nChanged 14
		SP:Iteration 37Q (106114.150000 sec): 3 clusters
  Score: Raw -1179180.275702 + Penalty 2996.916101 = -1176183.359601
  nChanged 15
		SP:Iteration 38Q (106114.290000 sec): 3 clusters
  Score: Raw -1179182.202756 + Penalty 2996.916101 = -1176185.286654
  nChanged 13
		SP:Iteration 39Q (106114.440000 sec): 3 clusters
  Score: Raw -1179184.092133 + Penalty 2996.916101 = -1176187.176032
  nChanged 9
		SP:Iteration 40F (106114.620000 sec): 3 clusters
  Score: Raw -1179185.339089 + Penalty 2996.916101 = -1176188.422988
  nChanged 9
		SP:Iteration 41Q (106114.770000 sec): 3 clusters
  Score: Raw -1179186.261831 + Penalty 2996.916101 = -1176189.345730
  nChanged 9
		SP:Iteration 42Q (106114.930000 sec): 3 clusters
  Score: Raw -1179187.557535 + Penalty 2996.916101 = -1176190.641434
  nChanged 11
		SP:Iteration 43Q (106115.090000 sec): 3 clusters
  Score: Raw -1179188.884324 + Penalty 2996.916101 = -1176191.968222
  nChanged 10
		SP:Iteration 44Q (106115.220000 sec): 3 clusters
  Score: Raw -1179190.311372 + Penalty 2996.916101 = -1176193.395271
  nChanged 10
		SP:Iteration 45Q (106115.380000 sec): 3 clusters
  Score: Raw -1179191.563765 + Penalty 2996.916101 = -1176194.647664
  nChanged 6
		SP:Iteration 46Q (106115.560000 sec): 3 clusters
  Score: Raw -1179192.156537 + Penalty 2996.916101 = -1176195.240435
  nChanged 7
		SP:Iteration 47Q (106115.710000 sec): 3 clusters
  Score: Raw -1179192.883634 + Penalty 2996.916101 = -1176195.967532
  nChanged 4
		SP:Iteration 48Q (106115.870000 sec): 3 clusters
  Score: Raw -1179193.207490 + Penalty 2996.916101 = -1176196.291389
  nChanged 3
		SP:Iteration 49Q (106116.020000 sec): 3 clusters
  Score: Raw -1179193.421470 + Penalty 2996.916101 = -1176196.505369
  nChanged 3
		SP:Iteration 50Q (106116.160000 sec): 3 clusters
  Score: Raw -1179193.756366 + Penalty 2996.916101 = -1176196.840264
  nChanged 6
		SP:Iteration 51Q (106116.320000 sec): 3 clusters
  Score: Raw -1179194.372578 + Penalty 2996.916101 = -1176197.456477
  nChanged 2
		SP:Iteration 52Q (106116.480000 sec): 3 clusters
  Score: Raw -1179194.465060 + Penalty 2996.916101 = -1176197.548958
  nChanged 1
		SP:Iteration 53Q (106116.610000 sec): 3 clusters
  Score: Raw -1179194.517633 + Penalty 2996.916101 = -1176197.601531
  nChanged 1
		SP:Iteration 54Q (106116.770000 sec): 3 clusters
  Score: Raw -1179194.661364 + Penalty 2996.916101 = -1176197.745263
  nChanged 1
		SP:Iteration 55Q (106116.950000 sec): 3 clusters
  Score: Raw -1179194.728108 + Penalty 2996.916101 = -1176197.812007
  nChanged 0
		SP:Iteration 56F (106117.100000 sec): 3 clusters
  Score: Raw -1179194.728108 + Penalty 2996.916101 = -1176197.812007
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 42 (3786 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106117.180000 sec): 2 clusters
  Score: Raw -419467.395822 + Penalty 1338.848116 = -418128.547706
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106117.260000 sec): 3 clusters
  Score: Raw -417634.715755 + Penalty 2677.696233 = -414957.019522
  nChanged 1432
		SP:Iteration 1F (106117.320000 sec): 3 clusters
  Score: Raw -418537.601715 + Penalty 2677.696233 = -415859.905482
  nChanged 332
		SP:Iteration 2F (106117.390000 sec): 3 clusters
  Score: Raw -418764.408915 + Penalty 2677.696233 = -416086.712682
  nChanged 246
		SP:Iteration 3F (106117.460000 sec): 3 clusters
  Score: Raw -418975.045746 + Penalty 2677.696233 = -416297.349513
  nChanged 224
		SP:Iteration 4F (106117.530000 sec): 3 clusters
  Score: Raw -419156.544159 + Penalty 2677.696233 = -416478.847926
  nChanged 202
		SP:Iteration 5F (106117.600000 sec): 3 clusters
  Score: Raw -419356.098815 + Penalty 2677.696233 = -416678.402582
  nChanged 188
		SP:Iteration 6Q (106117.660000 sec): 3 clusters
  Score: Raw -419541.910367 + Penalty 2677.696233 = -416864.214134
  nChanged 164
		SP:Iteration 7Q (106117.730000 sec): 3 clusters
  Score: Raw -419703.150094 + Penalty 2677.696233 = -417025.453862
  nChanged 133
		SP:Iteration 8Q (106117.800000 sec): 3 clusters
  Score: Raw -419813.435286 + Penalty 2677.696233 = -417135.739053
  nChanged 107
		SP:Iteration 9Q (106117.870000 sec): 3 clusters
  Score: Raw -419896.975395 + Penalty 2677.696233 = -417219.279163
  nChanged 75
		SP:Iteration 10Q (106117.930000 sec): 3 clusters
  Score: Raw -419951.258387 + Penalty 2677.696233 = -417273.562154
  nChanged 63
		SP:Iteration 11Q (106118.000000 sec): 3 clusters
  Score: Raw -420000.749172 + Penalty 2677.696233 = -417323.052939
  nChanged 70
		SP:Iteration 12Q (106118.070000 sec): 3 clusters
  Score: Raw -420049.635098 + Penalty 2677.696233 = -417371.938865
  nChanged 67
		SP:Iteration 13Q (106118.130000 sec): 3 clusters
  Score: Raw -420100.258031 + Penalty 2677.696233 = -417422.561799
  nChanged 64
		SP:Iteration 14Q (106118.200000 sec): 3 clusters
  Score: Raw -420155.147080 + Penalty 2677.696233 = -417477.450847
  nChanged 96
		SP:Iteration 15Q (106118.260000 sec): 3 clusters
  Score: Raw -420237.862427 + Penalty 2677.696233 = -417560.166195
  nChanged 94
		SP:Iteration 16Q (106118.330000 sec): 3 clusters
  Score: Raw -420330.284156 + Penalty 2677.696233 = -417652.587923
  nChanged 103
		SP:Iteration 17Q (106118.400000 sec): 3 clusters
  Score: Raw -420455.401193 + Penalty 2677.696233 = -417777.704960
  nChanged 92
		SP:Iteration 18Q (106118.460000 sec): 3 clusters
  Score: Raw -420565.225890 + Penalty 2677.696233 = -417887.529657
  nChanged 87
		SP:Iteration 19Q (106118.530000 sec): 3 clusters
  Score: Raw -420645.927674 + Penalty 2677.696233 = -417968.231442
  nChanged 65
		SP:Iteration 20F (106118.600000 sec): 3 clusters
  Score: Raw -420697.149621 + Penalty 2677.696233 = -418019.453388
  nChanged 40
		SP:Iteration 21Q (106118.660000 sec): 3 clusters
  Score: Raw -420717.897025 + Penalty 2677.696233 = -418040.200792
  nChanged 26
		SP:Iteration 22Q (106118.730000 sec): 3 clusters
  Score: Raw -420729.536435 + Penalty 2677.696233 = -418051.840202
  nChanged 15
		SP:Iteration 23Q (106118.790000 sec): 3 clusters
  Score: Raw -420734.845181 + Penalty 2677.696233 = -418057.148948
  nChanged 10
		SP:Iteration 24Q (106118.860000 sec): 3 clusters
  Score: Raw -420739.626705 + Penalty 2677.696233 = -418061.930473
  nChanged 8
		SP:Iteration 25Q (106118.920000 sec): 3 clusters
  Score: Raw -420744.523051 + Penalty 2677.696233 = -418066.826818
  nChanged 8
		SP:Iteration 26Q (106118.980000 sec): 3 clusters
  Score: Raw -420747.639794 + Penalty 2677.696233 = -418069.943561
  nChanged 5
		SP:Iteration 27Q (106119.050000 sec): 3 clusters
  Score: Raw -420748.874752 + Penalty 2677.696233 = -418071.178519
  nChanged 6
		SP:Iteration 28Q (106119.120000 sec): 3 clusters
  Score: Raw -420750.779175 + Penalty 2677.696233 = -418073.082942
  nChanged 8
		SP:Iteration 29Q (106119.180000 sec): 3 clusters
  Score: Raw -420753.397918 + Penalty 2677.696233 = -418075.701686
  nChanged 5
		SP:Iteration 30Q (106119.240000 sec): 3 clusters
  Score: Raw -420755.453448 + Penalty 2677.696233 = -418077.757215
  nChanged 4
		SP:Iteration 31Q (106119.310000 sec): 3 clusters
  Score: Raw -420756.449743 + Penalty 2677.696233 = -418078.753510
  nChanged 6
		SP:Iteration 32Q (106119.380000 sec): 3 clusters
  Score: Raw -420757.820629 + Penalty 2677.696233 = -418080.124396
  nChanged 2
		SP:Iteration 33Q (106119.440000 sec): 3 clusters
  Score: Raw -420758.466582 + Penalty 2677.696233 = -418080.770349
  nChanged 2
		SP:Iteration 34Q (106119.500000 sec): 3 clusters
  Score: Raw -420758.889287 + Penalty 2677.696233 = -418081.193054
  nChanged 2
		SP:Iteration 35Q (106119.570000 sec): 3 clusters
  Score: Raw -420759.128968 + Penalty 2677.696233 = -418081.432736
  nChanged 0
		SP:Iteration 36F (106119.640000 sec): 3 clusters
  Score: Raw -420759.128968 + Penalty 2677.696233 = -418081.432736
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 43 (4591 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106119.720000 sec): 2 clusters
  Score: Raw -484626.989119 + Penalty 1370.176136 = -483256.812983
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106119.810000 sec): 3 clusters
  Score: Raw -482373.031846 + Penalty 2740.352272 = -479632.679574
  nChanged 1834
		SP:Iteration 1F (106119.890000 sec): 3 clusters
  Score: Raw -483513.149443 + Penalty 2740.352272 = -480772.797171
  nChanged 398
		SP:Iteration 2F (106119.970000 sec): 3 clusters
  Score: Raw -483819.610328 + Penalty 2740.352272 = -481079.258057
  nChanged 313
		SP:Iteration 3F (106120.060000 sec): 3 clusters
  Score: Raw -484042.696011 + Penalty 2740.352272 = -481302.343739
  nChanged 261
		SP:Iteration 4F (106120.140000 sec): 3 clusters
  Score: Raw -484244.327791 + Penalty 2740.352272 = -481503.975519
  nChanged 210
		SP:Iteration 5Q (106120.220000 sec): 3 clusters
  Score: Raw -484407.947302 + Penalty 2740.352272 = -481667.595030
  nChanged 195
		SP:Iteration 6Q (106120.300000 sec): 3 clusters
  Score: Raw -484521.904067 + Penalty 2740.352272 = -481781.551795
  nChanged 147
		SP:Iteration 7Q (106120.380000 sec): 3 clusters
  Score: Raw -484599.801240 + Penalty 2740.352272 = -481859.448968
  nChanged 123
		SP:Iteration 8Q (106120.460000 sec): 3 clusters
  Score: Raw -484674.764387 + Penalty 2740.352272 = -481934.412115
  nChanged 116
		SP:Iteration 9Q (106120.550000 sec): 3 clusters
  Score: Raw -484756.461762 + Penalty 2740.352272 = -482016.109490
  nChanged 113
		SP:Iteration 10Q (106120.630000 sec): 3 clusters
  Score: Raw -484835.386687 + Penalty 2740.352272 = -482095.034415
  nChanged 104
		SP:Iteration 11Q (106120.710000 sec): 3 clusters
  Score: Raw -484891.091618 + Penalty 2740.352272 = -482150.739347
  nChanged 79
		SP:Iteration 12Q (106120.790000 sec): 3 clusters
  Score: Raw -484926.089361 + Penalty 2740.352272 = -482185.737089
  nChanged 55
		SP:Iteration 13Q (106120.870000 sec): 3 clusters
  Score: Raw -484950.636128 + Penalty 2740.352272 = -482210.283856
  nChanged 42
		SP:Iteration 14Q (106120.950000 sec): 3 clusters
  Score: Raw -484969.665596 + Penalty 2740.352272 = -482229.313325
  nChanged 43
		SP:Iteration 15Q (106121.030000 sec): 3 clusters
  Score: Raw -484984.681413 + Penalty 2740.352272 = -482244.329141
  nChanged 33
		SP:Iteration 16Q (106121.110000 sec): 3 clusters
  Score: Raw -484994.987012 + Penalty 2740.352272 = -482254.634740
  nChanged 30
		SP:Iteration 17Q (106121.190000 sec): 3 clusters
  Score: Raw -485007.260666 + Penalty 2740.352272 = -482266.908394
  nChanged 34
		SP:Iteration 18Q (106121.270000 sec): 3 clusters
  Score: Raw -485020.427667 + Penalty 2740.352272 = -482280.075395
  nChanged 32
		SP:Iteration 19Q (106121.350000 sec): 3 clusters
  Score: Raw -485030.500223 + Penalty 2740.352272 = -482290.147951
  nChanged 34
		SP:Iteration 20F (106121.430000 sec): 3 clusters
  Score: Raw -485043.531394 + Penalty 2740.352272 = -482303.179122
  nChanged 33
		SP:Iteration 21Q (106121.510000 sec): 3 clusters
  Score: Raw -485058.832686 + Penalty 2740.352272 = -482318.480414
  nChanged 34
		SP:Iteration 22Q (106121.590000 sec): 3 clusters
  Score: Raw -485069.323558 + Penalty 2740.352272 = -482328.971286
  nChanged 24
		SP:Iteration 23Q (106121.680000 sec): 3 clusters
  Score: Raw -485077.418779 + Penalty 2740.352272 = -482337.066507
  nChanged 24
		SP:Iteration 24Q (106121.760000 sec): 3 clusters
  Score: Raw -485087.309184 + Penalty 2740.352272 = -482346.956913
  nChanged 21
		SP:Iteration 25Q (106121.840000 sec): 3 clusters
  Score: Raw -485093.386640 + Penalty 2740.352272 = -482353.034368
  nChanged 16
		SP:Iteration 26Q (106121.920000 sec): 3 clusters
  Score: Raw -485099.734404 + Penalty 2740.352272 = -482359.382132
  nChanged 13
		SP:Iteration 27Q (106121.990000 sec): 3 clusters
  Score: Raw -485102.568165 + Penalty 2740.352272 = -482362.215894
  nChanged 9
		SP:Iteration 28Q (106122.070000 sec): 3 clusters
  Score: Raw -485105.117961 + Penalty 2740.352272 = -482364.765689
  nChanged 3
		SP:Iteration 29Q (106122.150000 sec): 3 clusters
  Score: Raw -485106.287064 + Penalty 2740.352272 = -482365.934792
  nChanged 4
		SP:Iteration 30Q (106122.230000 sec): 3 clusters
  Score: Raw -485107.508924 + Penalty 2740.352272 = -482367.156652
  nChanged 3
		SP:Iteration 31Q (106122.310000 sec): 3 clusters
  Score: Raw -485108.236882 + Penalty 2740.352272 = -482367.884610
  nChanged 3
		SP:Iteration 32Q (106122.390000 sec): 3 clusters
  Score: Raw -485108.728650 + Penalty 2740.352272 = -482368.376378
  nChanged 3
		SP:Iteration 33Q (106122.470000 sec): 3 clusters
  Score: Raw -485109.137725 + Penalty 2740.352272 = -482368.785453
  nChanged 0
		SP:Iteration 34F (106122.560000 sec): 3 clusters
  Score: Raw -485109.137725 + Penalty 2740.352272 = -482368.785453
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 44 (10881 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106122.700000 sec): 2 clusters
  Score: Raw -1245700.399390 + Penalty 1510.400682 = -1244189.998708
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106122.870000 sec): 3 clusters
  Score: Raw -1239549.832623 + Penalty 3020.801364 = -1236529.031259
  nChanged 4793
		SP:Iteration 1F (106123.010000 sec): 3 clusters
  Score: Raw -1242425.296055 + Penalty 3020.801364 = -1239404.494691
  nChanged 833
		SP:Iteration 2F (106123.190000 sec): 3 clusters
  Score: Raw -1242983.740188 + Penalty 3020.801364 = -1239962.938824
  nChanged 771
		SP:Iteration 3F (106123.340000 sec): 3 clusters
  Score: Raw -1243527.314111 + Penalty 3020.801364 = -1240506.512747
  nChanged 722
		SP:Iteration 4F (106123.500000 sec): 3 clusters
  Score: Raw -1243979.769975 + Penalty 3020.801364 = -1240958.968611
  nChanged 646
		SP:Iteration 5F (106123.670000 sec): 3 clusters
  Score: Raw -1244363.538668 + Penalty 3020.801364 = -1241342.737304
  nChanged 568
		SP:Iteration 6F (106123.820000 sec): 3 clusters
  Score: Raw -1244665.728176 + Penalty 3020.801364 = -1241644.926812
  nChanged 457
		SP:Iteration 7Q (106123.980000 sec): 3 clusters
  Score: Raw -1244872.866206 + Penalty 3020.801364 = -1241852.064842
  nChanged 356
		SP:Iteration 8Q (106124.130000 sec): 3 clusters
  Score: Raw -1245008.537890 + Penalty 3020.801364 = -1241987.736526
  nChanged 299
		SP:Iteration 9Q (106124.290000 sec): 3 clusters
  Score: Raw -1245117.676881 + Penalty 3020.801364 = -1242096.875517
  nChanged 268
		SP:Iteration 10Q (106124.470000 sec): 3 clusters
  Score: Raw -1245215.907564 + Penalty 3020.801364 = -1242195.106200
  nChanged 232
		SP:Iteration 11Q (106124.610000 sec): 3 clusters
  Score: Raw -1245294.084485 + Penalty 3020.801364 = -1242273.283121
  nChanged 215
		SP:Iteration 12Q (106124.770000 sec): 3 clusters
  Score: Raw -1245357.708746 + Penalty 3020.801364 = -1242336.907381
  nChanged 175
		SP:Iteration 13Q (106124.930000 sec): 3 clusters
  Score: Raw -1245403.805993 + Penalty 3020.801364 = -1242383.004629
  nChanged 139
		SP:Iteration 14Q (106125.080000 sec): 3 clusters
  Score: Raw -1245438.522479 + Penalty 3020.801364 = -1242417.721115
  nChanged 128
		SP:Iteration 15Q (106125.260000 sec): 3 clusters
  Score: Raw -1245469.270045 + Penalty 3020.801364 = -1242448.468681
  nChanged 123
		SP:Iteration 16Q (106125.410000 sec): 3 clusters
  Score: Raw -1245501.617096 + Penalty 3020.801364 = -1242480.815732
  nChanged 108
		SP:Iteration 17Q (106125.570000 sec): 3 clusters
  Score: Raw -1245526.795976 + Penalty 3020.801364 = -1242505.994611
  nChanged 102
		SP:Iteration 18Q (106125.720000 sec): 3 clusters
  Score: Raw -1245551.174682 + Penalty 3020.801364 = -1242530.373318
  nChanged 84
		SP:Iteration 19Q (106125.870000 sec): 3 clusters
  Score: Raw -1245569.451795 + Penalty 3020.801364 = -1242548.650431
  nChanged 84
		SP:Iteration 20F (106126.040000 sec): 3 clusters
  Score: Raw -1245587.447148 + Penalty 3020.801364 = -1242566.645784
  nChanged 73
		SP:Iteration 21Q (106126.190000 sec): 3 clusters
  Score: Raw -1245603.377316 + Penalty 3020.801364 = -1242582.575952
  nChanged 79
		SP:Iteration 22Q (106126.350000 sec): 3 clusters
  Score: Raw -1245620.007000 + Penalty 3020.801364 = -1242599.205636
  nChanged 78
		SP:Iteration 23Q (106126.530000 sec): 3 clusters
  Score: Raw -1245640.629204 + Penalty 3020.801364 = -1242619.827840
  nChanged 96
		SP:Iteration 24Q (106126.670000 sec): 3 clusters
  Score: Raw -1245665.220553 + Penalty 3020.801364 = -1242644.419189
  nChanged 99
		SP:Iteration 25Q (106126.830000 sec): 3 clusters
  Score: Raw -1245693.488392 + Penalty 3020.801364 = -1242672.687028
  nChanged 110
		SP:Iteration 26Q (106126.980000 sec): 3 clusters
  Score: Raw -1245729.878922 + Penalty 3020.801364 = -1242709.077558
  nChanged 112
		SP:Iteration 27Q (106127.130000 sec): 3 clusters
  Score: Raw -1245772.704973 + Penalty 3020.801364 = -1242751.903609
  nChanged 120
		SP:Iteration 28Q (106127.300000 sec): 3 clusters
  Score: Raw -1245822.791690 + Penalty 3020.801364 = -1242801.990326
  nChanged 119
		SP:Iteration 29Q (106127.450000 sec): 3 clusters
  Score: Raw -1245889.666708 + Penalty 3020.801364 = -1242868.865344
  nChanged 146
		SP:Iteration 30Q (106127.610000 sec): 3 clusters
  Score: Raw -1246002.502272 + Penalty 3020.801364 = -1242981.700908
  nChanged 149
		SP:Iteration 31Q (106127.760000 sec): 3 clusters
  Score: Raw -1246123.606702 + Penalty 3020.801364 = -1243102.805338
  nChanged 141
		SP:Iteration 32Q (106127.910000 sec): 3 clusters
  Score: Raw -1246235.317385 + Penalty 3020.801364 = -1243214.516021
  nChanged 130
		SP:Iteration 33Q (106128.080000 sec): 3 clusters
  Score: Raw -1246329.398991 + Penalty 3020.801364 = -1243308.597627
  nChanged 105
		SP:Iteration 34Q (106128.230000 sec): 3 clusters
  Score: Raw -1246388.129384 + Penalty 3020.801364 = -1243367.328020
  nChanged 86
		SP:Iteration 35Q (106128.380000 sec): 3 clusters
  Score: Raw -1246450.432001 + Penalty 3020.801364 = -1243429.630637
  nChanged 81
		SP:Iteration 36Q (106128.560000 sec): 3 clusters
  Score: Raw -1246497.823491 + Penalty 3020.801364 = -1243477.022127
  nChanged 64
		SP:Iteration 37Q (106128.700000 sec): 3 clusters
  Score: Raw -1246528.832881 + Penalty 3020.801364 = -1243508.031517
  nChanged 42
		SP:Iteration 38Q (106128.850000 sec): 3 clusters
  Score: Raw -1246553.485833 + Penalty 3020.801364 = -1243532.684469
  nChanged 39
		SP:Iteration 39Q (106129.020000 sec): 3 clusters
  Score: Raw -1246569.139649 + Penalty 3020.801364 = -1243548.338284
  nChanged 25
		SP:Iteration 40F (106129.170000 sec): 3 clusters
  Score: Raw -1246577.200734 + Penalty 3020.801364 = -1243556.399370
  nChanged 21
		SP:Iteration 41Q (106129.330000 sec): 3 clusters
  Score: Raw -1246583.968746 + Penalty 3020.801364 = -1243563.167382
  nChanged 19
		SP:Iteration 42Q (106129.470000 sec): 3 clusters
  Score: Raw -1246594.385557 + Penalty 3020.801364 = -1243573.584193
  nChanged 17
		SP:Iteration 43Q (106129.610000 sec): 3 clusters
  Score: Raw -1246602.451519 + Penalty 3020.801364 = -1243581.650155
  nChanged 17
		SP:Iteration 44Q (106129.790000 sec): 3 clusters
  Score: Raw -1246606.338807 + Penalty 3020.801364 = -1243585.537442
  nChanged 12
		SP:Iteration 45Q (106129.930000 sec): 3 clusters
  Score: Raw -1246609.968956 + Penalty 3020.801364 = -1243589.167592
  nChanged 11
		SP:Iteration 46Q (106130.080000 sec): 3 clusters
  Score: Raw -1246613.468025 + Penalty 3020.801364 = -1243592.666661
  nChanged 11
		SP:Iteration 47Q (106130.250000 sec): 3 clusters
  Score: Raw -1246617.931336 + Penalty 3020.801364 = -1243597.129972
  nChanged 10
		SP:Iteration 48Q (106130.400000 sec): 3 clusters
  Score: Raw -1246620.732509 + Penalty 3020.801364 = -1243599.931145
  nChanged 6
		SP:Iteration 49Q (106130.540000 sec): 3 clusters
  Score: Raw -1246622.108330 + Penalty 3020.801364 = -1243601.306966
  nChanged 6
		SP:Iteration 50Q (106130.710000 sec): 3 clusters
  Score: Raw -1246623.998099 + Penalty 3020.801364 = -1243603.196735
  nChanged 4
		SP:Iteration 51Q (106130.860000 sec): 3 clusters
  Score: Raw -1246625.585082 + Penalty 3020.801364 = -1243604.783718
  nChanged 4
		SP:Iteration 52Q (106131.000000 sec): 3 clusters
  Score: Raw -1246626.451270 + Penalty 3020.801364 = -1243605.649906
  nChanged 6
		SP:Iteration 53Q (106131.170000 sec): 3 clusters
  Score: Raw -1246627.704165 + Penalty 3020.801364 = -1243606.902801
  nChanged 4
		SP:Iteration 54Q (106131.320000 sec): 3 clusters
  Score: Raw -1246629.333912 + Penalty 3020.801364 = -1243608.532547
  nChanged 4
		SP:Iteration 55Q (106131.460000 sec): 3 clusters
  Score: Raw -1246630.612498 + Penalty 3020.801364 = -1243609.811134
  nChanged 6
		SP:Iteration 56Q (106131.630000 sec): 3 clusters
  Score: Raw -1246633.695274 + Penalty 3020.801364 = -1243612.893910
  nChanged 7
		SP:Iteration 57Q (106131.780000 sec): 3 clusters
  Score: Raw -1246635.626644 + Penalty 3020.801364 = -1243614.825280
  nChanged 5
		SP:Iteration 58Q (106131.930000 sec): 3 clusters
  Score: Raw -1246636.635594 + Penalty 3020.801364 = -1243615.834230
  nChanged 7
		SP:Iteration 59Q (106132.100000 sec): 3 clusters
  Score: Raw -1246638.869933 + Penalty 3020.801364 = -1243618.068569
  nChanged 8
		SP:Iteration 60F (106132.250000 sec): 3 clusters
  Score: Raw -1246642.191459 + Penalty 3020.801364 = -1243621.390095
  nChanged 5
		SP:Iteration 61Q (106132.400000 sec): 3 clusters
  Score: Raw -1246643.708888 + Penalty 3020.801364 = -1243622.907524
  nChanged 4
		SP:Iteration 62Q (106132.570000 sec): 3 clusters
  Score: Raw -1246644.835711 + Penalty 3020.801364 = -1243624.034347
  nChanged 5
		SP:Iteration 63Q (106132.710000 sec): 3 clusters
  Score: Raw -1246645.763826 + Penalty 3020.801364 = -1243624.962461
  nChanged 2
		SP:Iteration 64Q (106132.860000 sec): 3 clusters
  Score: Raw -1246646.122283 + Penalty 3020.801364 = -1243625.320919
  nChanged 2
		SP:Iteration 65Q (106133.020000 sec): 3 clusters
  Score: Raw -1246646.841771 + Penalty 3020.801364 = -1243626.040407
  nChanged 2
		SP:Iteration 66Q (106133.180000 sec): 3 clusters
  Score: Raw -1246647.886187 + Penalty 3020.801364 = -1243627.084823
  nChanged 4
		SP:Iteration 67Q (106133.390000 sec): 3 clusters
  Score: Raw -1246648.978293 + Penalty 3020.801364 = -1243628.176929
  nChanged 3
		SP:Iteration 68Q (106133.520000 sec): 3 clusters
  Score: Raw -1246649.425678 + Penalty 3020.801364 = -1243628.624314
  nChanged 2
		SP:Iteration 69Q (106133.680000 sec): 3 clusters
  Score: Raw -1246650.234634 + Penalty 3020.801364 = -1243629.433270
  nChanged 4
		SP:Iteration 70Q (106133.820000 sec): 3 clusters
  Score: Raw -1246650.901192 + Penalty 3020.801364 = -1243630.099828
  nChanged 2
		SP:Iteration 71Q (106133.970000 sec): 3 clusters
  Score: Raw -1246651.452294 + Penalty 3020.801364 = -1243630.650930
  nChanged 0
		SP:Iteration 72F (106134.150000 sec): 3 clusters
  Score: Raw -1246651.452294 + Penalty 3020.801364 = -1243630.650930
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 45 (2886 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106134.230000 sec): 2 clusters
  Score: Raw -336714.773897 + Penalty 1294.739345 = -335420.034552
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106134.290000 sec): 3 clusters
  Score: Raw -335347.668131 + Penalty 2589.478690 = -332758.189441
  nChanged 1143
		SP:Iteration 1F (106134.350000 sec): 3 clusters
  Score: Raw -336018.876975 + Penalty 2589.478690 = -333429.398284
  nChanged 224
		SP:Iteration 2F (106134.410000 sec): 3 clusters
  Score: Raw -336160.091126 + Penalty 2589.478690 = -333570.612436
  nChanged 139
		SP:Iteration 3Q (106134.460000 sec): 3 clusters
  Score: Raw -336238.404379 + Penalty 2589.478690 = -333648.925689
  nChanged 101
		SP:Iteration 4Q (106134.510000 sec): 3 clusters
  Score: Raw -336302.093017 + Penalty 2589.478690 = -333712.614327
  nChanged 82
		SP:Iteration 5Q (106134.560000 sec): 3 clusters
  Score: Raw -336348.630815 + Penalty 2589.478690 = -333759.152124
  nChanged 68
		SP:Iteration 6Q (106134.610000 sec): 3 clusters
  Score: Raw -336385.159780 + Penalty 2589.478690 = -333795.681090
  nChanged 64
		SP:Iteration 7Q (106134.670000 sec): 3 clusters
  Score: Raw -336420.715417 + Penalty 2589.478690 = -333831.236727
  nChanged 64
		SP:Iteration 8Q (106134.720000 sec): 3 clusters
  Score: Raw -336459.046333 + Penalty 2589.478690 = -333869.567643
  nChanged 92
		SP:Iteration 9Q (106134.770000 sec): 3 clusters
  Score: Raw -336517.261534 + Penalty 2589.478690 = -333927.782843
  nChanged 92
		SP:Iteration 10Q (106134.830000 sec): 3 clusters
  Score: Raw -336566.031878 + Penalty 2589.478690 = -333976.553188
  nChanged 90
		SP:Iteration 11Q (106134.880000 sec): 3 clusters
  Score: Raw -336621.052790 + Penalty 2589.478690 = -334031.574100
  nChanged 80
		SP:Iteration 12Q (106134.940000 sec): 3 clusters
  Score: Raw -336671.306171 + Penalty 2589.478690 = -334081.827481
  nChanged 72
		SP:Iteration 13Q (106134.990000 sec): 3 clusters
  Score: Raw -336712.119691 + Penalty 2589.478690 = -334122.641001
  nChanged 63
		SP:Iteration 14Q (106135.040000 sec): 3 clusters
  Score: Raw -336750.095230 + Penalty 2589.478690 = -334160.616540
  nChanged 44
		SP:Iteration 15Q (106135.090000 sec): 3 clusters
  Score: Raw -336775.866814 + Penalty 2589.478690 = -334186.388123
  nChanged 42
		SP:Iteration 16Q (106135.140000 sec): 3 clusters
  Score: Raw -336801.517513 + Penalty 2589.478690 = -334212.038823
  nChanged 45
		SP:Iteration 17Q (106135.200000 sec): 3 clusters
  Score: Raw -336831.344758 + Penalty 2589.478690 = -334241.866068
  nChanged 38
		SP:Iteration 18Q (106135.250000 sec): 3 clusters
  Score: Raw -336854.273919 + Penalty 2589.478690 = -334264.795228
  nChanged 37
		SP:Iteration 19Q (106135.300000 sec): 3 clusters
  Score: Raw -336872.942763 + Penalty 2589.478690 = -334283.464073
  nChanged 29
		SP:Iteration 20F (106135.360000 sec): 3 clusters
  Score: Raw -336891.116915 + Penalty 2589.478690 = -334301.638225
  nChanged 34
		SP:Iteration 21Q (106135.410000 sec): 3 clusters
  Score: Raw -336909.008454 + Penalty 2589.478690 = -334319.529764
  nChanged 26
		SP:Iteration 22Q (106135.460000 sec): 3 clusters
  Score: Raw -336924.346675 + Penalty 2589.478690 = -334334.867985
  nChanged 24
		SP:Iteration 23Q (106135.510000 sec): 3 clusters
  Score: Raw -336937.552475 + Penalty 2589.478690 = -334348.073785
  nChanged 26
		SP:Iteration 24Q (106135.560000 sec): 3 clusters
  Score: Raw -336950.754675 + Penalty 2589.478690 = -334361.275985
  nChanged 21
		SP:Iteration 25Q (106135.610000 sec): 3 clusters
  Score: Raw -336962.896576 + Penalty 2589.478690 = -334373.417886
  nChanged 19
		SP:Iteration 26Q (106135.660000 sec): 3 clusters
  Score: Raw -336975.727058 + Penalty 2589.478690 = -334386.248368
  nChanged 23
		SP:Iteration 27Q (106135.720000 sec): 3 clusters
  Score: Raw -336991.499066 + Penalty 2589.478690 = -334402.020376
  nChanged 15
		SP:Iteration 28Q (106135.770000 sec): 3 clusters
  Score: Raw -337005.736405 + Penalty 2589.478690 = -334416.257715
  nChanged 20
		SP:Iteration 29Q (106135.820000 sec): 3 clusters
  Score: Raw -337018.142861 + Penalty 2589.478690 = -334428.664171
  nChanged 18
		SP:Iteration 30Q (106135.870000 sec): 3 clusters
  Score: Raw -337031.068938 + Penalty 2589.478690 = -334441.590248
  nChanged 12
		SP:Iteration 31Q (106135.920000 sec): 3 clusters
  Score: Raw -337037.210237 + Penalty 2589.478690 = -334447.731547
  nChanged 10
		SP:Iteration 32Q (106135.980000 sec): 3 clusters
  Score: Raw -337043.935250 + Penalty 2589.478690 = -334454.456560
  nChanged 7
		SP:Iteration 33Q (106136.020000 sec): 3 clusters
  Score: Raw -337047.044296 + Penalty 2589.478690 = -334457.565606
  nChanged 7
		SP:Iteration 34Q (106136.080000 sec): 3 clusters
  Score: Raw -337050.371167 + Penalty 2589.478690 = -334460.892477
  nChanged 4
		SP:Iteration 35Q (106136.130000 sec): 3 clusters
  Score: Raw -337052.120075 + Penalty 2589.478690 = -334462.641385
  nChanged 2
		SP:Iteration 36Q (106136.180000 sec): 3 clusters
  Score: Raw -337053.541116 + Penalty 2589.478690 = -334464.062426
  nChanged 1
		SP:Iteration 37Q (106136.230000 sec): 3 clusters
  Score: Raw -337053.883121 + Penalty 2589.478690 = -334464.404430
  nChanged 0
		SP:Iteration 38F (106136.280000 sec): 3 clusters
  Score: Raw -337053.883121 + Penalty 2589.478690 = -334464.404430
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 46 (358 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106136.340000 sec): 2 clusters
  Score: Raw -40390.652857 + Penalty 955.586610 = -39435.066246
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106136.350000 sec): 3 clusters
  Score: Raw -40400.267083 + Penalty 1911.173221 = -38489.093862
  nChanged 64
		SP:Iteration 1F (106136.360000 sec): 3 clusters
  Score: Raw -40534.539554 + Penalty 1911.173221 = -38623.366333
  nChanged 29
		SP:Iteration 2F (106136.360000 sec): 3 clusters
  Score: Raw -40610.012041 + Penalty 1911.173221 = -38698.838820
  nChanged 9
		SP:Iteration 3Q (106136.370000 sec): 3 clusters
  Score: Raw -40624.845214 + Penalty 1911.173221 = -38713.671993
  nChanged 3
		SP:Iteration 4Q (106136.380000 sec): 3 clusters
  Score: Raw -40629.458699 + Penalty 1911.173221 = -38718.285479
  nChanged 0
		SP:Iteration 5F (106136.390000 sec): 3 clusters
  Score: Raw -40629.458699 + Penalty 1911.173221 = -38718.285479
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 47 (1151 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106136.450000 sec): 2 clusters
  Score: Raw -123183.649380 + Penalty 1145.362791 = -122038.286589
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106136.470000 sec): 3 clusters
  Score: Raw -122765.046393 + Penalty 2290.725583 = -120474.320810
  nChanged 368
		SP:Iteration 1F (106136.500000 sec): 3 clusters
  Score: Raw -123153.606002 + Penalty 2290.725583 = -120862.880419
  nChanged 117
		SP:Iteration 2F (106136.520000 sec): 3 clusters
  Score: Raw -123353.016450 + Penalty 2290.725583 = -121062.290867
  nChanged 94
		SP:Iteration 3F (106136.540000 sec): 3 clusters
  Score: Raw -123552.725711 + Penalty 2290.725583 = -121262.000128
  nChanged 78
		SP:Iteration 4F (106136.560000 sec): 3 clusters
  Score: Raw -123683.104859 + Penalty 2290.725583 = -121392.379276
  nChanged 50
		SP:Iteration 5Q (106136.580000 sec): 3 clusters
  Score: Raw -123791.369030 + Penalty 2290.725583 = -121500.643447
  nChanged 43
		SP:Iteration 6Q (106136.610000 sec): 3 clusters
  Score: Raw -123886.218454 + Penalty 2290.725583 = -121595.492871
  nChanged 42
		SP:Iteration 7Q (106136.630000 sec): 3 clusters
  Score: Raw -123965.838448 + Penalty 2290.725583 = -121675.112865
  nChanged 29
		SP:Iteration 8Q (106136.650000 sec): 3 clusters
  Score: Raw -124028.366990 + Penalty 2290.725583 = -121737.641407
  nChanged 26
		SP:Iteration 9Q (106136.670000 sec): 3 clusters
  Score: Raw -124099.232270 + Penalty 2290.725583 = -121808.506687
  nChanged 28
		SP:Iteration 10Q (106136.690000 sec): 3 clusters
  Score: Raw -124176.613256 + Penalty 2290.725583 = -121885.887673
  nChanged 31
		SP:Iteration 11Q (106136.710000 sec): 3 clusters
  Score: Raw -124221.126099 + Penalty 2290.725583 = -121930.400516
  nChanged 18
		SP:Iteration 12Q (106136.730000 sec): 3 clusters
  Score: Raw -124246.236302 + Penalty 2290.725583 = -121955.510719
  nChanged 8
		SP:Iteration 13Q (106136.750000 sec): 3 clusters
  Score: Raw -124252.304240 + Penalty 2290.725583 = -121961.578657
  nChanged 3
		SP:Iteration 14Q (106136.770000 sec): 3 clusters
  Score: Raw -124254.221088 + Penalty 2290.725583 = -121963.495505
  nChanged 0
		SP:Iteration 15F (106136.790000 sec): 3 clusters
  Score: Raw -124254.221088 + Penalty 2290.725583 = -121963.495505
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 48 (4541 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106136.870000 sec): 2 clusters
  Score: Raw -539099.316894 + Penalty 1368.396661 = -537730.920233
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106136.990000 sec): 3 clusters
  Score: Raw -536771.540019 + Penalty 2736.793323 = -534034.746697
  nChanged 1840
		SP:Iteration 1F (106137.080000 sec): 3 clusters
  Score: Raw -537823.534193 + Penalty 2736.793323 = -535086.740870
  nChanged 387
		SP:Iteration 2F (106137.170000 sec): 3 clusters
  Score: Raw -538101.238062 + Penalty 2736.793323 = -535364.444739
  nChanged 321
		SP:Iteration 3F (106137.250000 sec): 3 clusters
  Score: Raw -538333.162295 + Penalty 2736.793323 = -535596.368972
  nChanged 276
		SP:Iteration 4F (106137.340000 sec): 3 clusters
  Score: Raw -538530.918770 + Penalty 2736.793323 = -535794.125447
  nChanged 230
		SP:Iteration 5F (106137.420000 sec): 3 clusters
  Score: Raw -538683.686271 + Penalty 2736.793323 = -535946.892949
  nChanged 182
		SP:Iteration 6Q (106137.510000 sec): 3 clusters
  Score: Raw -538803.604673 + Penalty 2736.793323 = -536066.811351
  nChanged 146
		SP:Iteration 7Q (106137.590000 sec): 3 clusters
  Score: Raw -538907.593812 + Penalty 2736.793323 = -536170.800490
  nChanged 125
		SP:Iteration 8Q (106137.680000 sec): 3 clusters
  Score: Raw -538995.215833 + Penalty 2736.793323 = -536258.422510
  nChanged 103
		SP:Iteration 9Q (106137.770000 sec): 3 clusters
  Score: Raw -539056.661693 + Penalty 2736.793323 = -536319.868371
  nChanged 80
		SP:Iteration 10Q (106137.850000 sec): 3 clusters
  Score: Raw -539112.595138 + Penalty 2736.793323 = -536375.801815
  nChanged 83
		SP:Iteration 11Q (106137.940000 sec): 3 clusters
  Score: Raw -539174.663132 + Penalty 2736.793323 = -536437.869809
  nChanged 84
		SP:Iteration 12Q (106138.020000 sec): 3 clusters
  Score: Raw -539239.729915 + Penalty 2736.793323 = -536502.936592
  nChanged 79
		SP:Iteration 13Q (106138.110000 sec): 3 clusters
  Score: Raw -539288.109069 + Penalty 2736.793323 = -536551.315747
  nChanged 59
		SP:Iteration 14Q (106138.190000 sec): 3 clusters
  Score: Raw -539324.418181 + Penalty 2736.793323 = -536587.624858
  nChanged 61
		SP:Iteration 15Q (106138.270000 sec): 3 clusters
  Score: Raw -539366.679436 + Penalty 2736.793323 = -536629.886114
  nChanged 51
		SP:Iteration 16Q (106138.360000 sec): 3 clusters
  Score: Raw -539401.092080 + Penalty 2736.793323 = -536664.298757
  nChanged 38
		SP:Iteration 17Q (106138.440000 sec): 3 clusters
  Score: Raw -539423.328080 + Penalty 2736.793323 = -536686.534757
  nChanged 29
		SP:Iteration 18Q (106138.530000 sec): 3 clusters
  Score: Raw -539442.147217 + Penalty 2736.793323 = -536705.353895
  nChanged 30
		SP:Iteration 19Q (106138.610000 sec): 3 clusters
  Score: Raw -539460.753435 + Penalty 2736.793323 = -536723.960112
  nChanged 25
		SP:Iteration 20F (106138.690000 sec): 3 clusters
  Score: Raw -539471.695639 + Penalty 2736.793323 = -536734.902317
  nChanged 15
		SP:Iteration 21Q (106138.780000 sec): 3 clusters
  Score: Raw -539476.822859 + Penalty 2736.793323 = -536740.029537
  nChanged 15
		SP:Iteration 22Q (106138.860000 sec): 3 clusters
  Score: Raw -539482.113411 + Penalty 2736.793323 = -536745.320089
  nChanged 10
		SP:Iteration 23Q (106138.950000 sec): 3 clusters
  Score: Raw -539485.448300 + Penalty 2736.793323 = -536748.654977
  nChanged 8
		SP:Iteration 24Q (106139.030000 sec): 3 clusters
  Score: Raw -539488.248294 + Penalty 2736.793323 = -536751.454971
  nChanged 6
		SP:Iteration 25Q (106139.120000 sec): 3 clusters
  Score: Raw -539490.507882 + Penalty 2736.793323 = -536753.714560
  nChanged 6
		SP:Iteration 26Q (106139.200000 sec): 3 clusters
  Score: Raw -539492.669364 + Penalty 2736.793323 = -536755.876041
  nChanged 2
		SP:Iteration 27Q (106139.280000 sec): 3 clusters
  Score: Raw -539493.376528 + Penalty 2736.793323 = -536756.583205
  nChanged 2
		SP:Iteration 28Q (106139.360000 sec): 3 clusters
  Score: Raw -539493.960045 + Penalty 2736.793323 = -536757.166722
  nChanged 1
		SP:Iteration 29Q (106139.450000 sec): 3 clusters
  Score: Raw -539494.091049 + Penalty 2736.793323 = -536757.297726
  nChanged 1
		SP:Iteration 30Q (106139.530000 sec): 3 clusters
  Score: Raw -539494.639693 + Penalty 2736.793323 = -536757.846370
  nChanged 4
		SP:Iteration 31Q (106139.610000 sec): 3 clusters
  Score: Raw -539495.770510 + Penalty 2736.793323 = -536758.977187
  nChanged 4
		SP:Iteration 32Q (106139.700000 sec): 3 clusters
  Score: Raw -539497.128986 + Penalty 2736.793323 = -536760.335664
  nChanged 2
		SP:Iteration 33Q (106139.780000 sec): 3 clusters
  Score: Raw -539497.984006 + Penalty 2736.793323 = -536761.190684
  nChanged 5
		SP:Iteration 34Q (106139.860000 sec): 3 clusters
  Score: Raw -539499.390684 + Penalty 2736.793323 = -536762.597362
  nChanged 1
		SP:Iteration 35Q (106139.940000 sec): 3 clusters
  Score: Raw -539499.940144 + Penalty 2736.793323 = -536763.146821
  nChanged 2
		SP:Iteration 36Q (106140.030000 sec): 3 clusters
  Score: Raw -539500.466829 + Penalty 2736.793323 = -536763.673507
  nChanged 3
		SP:Iteration 37Q (106140.110000 sec): 3 clusters
  Score: Raw -539501.126891 + Penalty 2736.793323 = -536764.333568
  nChanged 1
		SP:Iteration 38Q (106140.190000 sec): 3 clusters
  Score: Raw -539501.287178 + Penalty 2736.793323 = -536764.493856
  nChanged 0
		SP:Iteration 39F (106140.280000 sec): 3 clusters
  Score: Raw -539501.287178 + Penalty 2736.793323 = -536764.493856
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 49 (351 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106140.340000 sec): 2 clusters
  Score: Raw -41496.594309 + Penalty 952.377761 = -40544.216548
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106140.340000 sec): 3 clusters
  Score: Raw -41517.235940 + Penalty 1904.755523 = -39612.480417
  nChanged 69
		SP:Iteration 1F (106140.350000 sec): 3 clusters
  Score: Raw -41635.190966 + Penalty 1904.755523 = -39730.435444
  nChanged 16
		SP:Iteration 2Q (106140.360000 sec): 3 clusters
  Score: Raw -41674.235258 + Penalty 1904.755523 = -39769.479736
  nChanged 6
		SP:Iteration 3Q (106140.370000 sec): 3 clusters
  Score: Raw -41693.331393 + Penalty 1904.755523 = -39788.575870
  nChanged 2
		SP:Iteration 4Q (106140.380000 sec): 3 clusters
  Score: Raw -41702.536338 + Penalty 1904.755523 = -39797.780816
  nChanged 2
		SP:Iteration 5Q (106140.380000 sec): 3 clusters
  Score: Raw -41705.220484 + Penalty 1904.755523 = -39800.464961
  nChanged 1
		SP:Iteration 6Q (106140.390000 sec): 3 clusters
  Score: Raw -41706.107835 + Penalty 1904.755523 = -39801.352313
  nChanged 0
		SP:Iteration 7F (106140.400000 sec): 3 clusters
  Score: Raw -41706.107835 + Penalty 1904.755523 = -39801.352313
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 50 (1948 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106140.460000 sec): 2 clusters
  Score: Raw -217273.419250 + Penalty 1230.865754 = -216042.553496
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106140.500000 sec): 3 clusters
  Score: Raw -216498.139206 + Penalty 2461.731507 = -214036.407699
  nChanged 671
		SP:Iteration 1F (106140.540000 sec): 3 clusters
  Score: Raw -217098.975569 + Penalty 2461.731507 = -214637.244062
  nChanged 185
		SP:Iteration 2F (106140.570000 sec): 3 clusters
  Score: Raw -217297.164636 + Penalty 2461.731507 = -214835.433129
  nChanged 125
		SP:Iteration 3F (106140.610000 sec): 3 clusters
  Score: Raw -217439.236428 + Penalty 2461.731507 = -214977.504921
  nChanged 94
		SP:Iteration 4Q (106140.640000 sec): 3 clusters
  Score: Raw -217543.079588 + Penalty 2461.731507 = -215081.348081
  nChanged 70
		SP:Iteration 5Q (106140.680000 sec): 3 clusters
  Score: Raw -217617.128570 + Penalty 2461.731507 = -215155.397063
  nChanged 57
		SP:Iteration 6Q (106140.720000 sec): 3 clusters
  Score: Raw -217667.486915 + Penalty 2461.731507 = -215205.755408
  nChanged 40
		SP:Iteration 7Q (106140.750000 sec): 3 clusters
  Score: Raw -217703.505618 + Penalty 2461.731507 = -215241.774111
  nChanged 35
		SP:Iteration 8Q (106140.780000 sec): 3 clusters
  Score: Raw -217733.756730 + Penalty 2461.731507 = -215272.025223
  nChanged 28
		SP:Iteration 9Q (106140.820000 sec): 3 clusters
  Score: Raw -217765.642992 + Penalty 2461.731507 = -215303.911485
  nChanged 30
		SP:Iteration 10Q (106140.860000 sec): 3 clusters
  Score: Raw -217787.798466 + Penalty 2461.731507 = -215326.066959
  nChanged 23
		SP:Iteration 11Q (106140.890000 sec): 3 clusters
  Score: Raw -217809.123247 + Penalty 2461.731507 = -215347.391740
  nChanged 33
		SP:Iteration 12Q (106140.920000 sec): 3 clusters
  Score: Raw -217840.123521 + Penalty 2461.731507 = -215378.392014
  nChanged 25
		SP:Iteration 13Q (106140.960000 sec): 3 clusters
  Score: Raw -217861.930665 + Penalty 2461.731507 = -215400.199158
  nChanged 29
		SP:Iteration 14Q (106140.990000 sec): 3 clusters
  Score: Raw -217882.243970 + Penalty 2461.731507 = -215420.512462
  nChanged 25
		SP:Iteration 15Q (106141.030000 sec): 3 clusters
  Score: Raw -217896.017496 + Penalty 2461.731507 = -215434.285989
  nChanged 18
		SP:Iteration 16Q (106141.060000 sec): 3 clusters
  Score: Raw -217904.853869 + Penalty 2461.731507 = -215443.122362
  nChanged 13
		SP:Iteration 17Q (106141.100000 sec): 3 clusters
  Score: Raw -217912.675421 + Penalty 2461.731507 = -215450.943914
  nChanged 11
		SP:Iteration 18Q (106141.130000 sec): 3 clusters
  Score: Raw -217919.455535 + Penalty 2461.731507 = -215457.724028
  nChanged 13
		SP:Iteration 19Q (106141.170000 sec): 3 clusters
  Score: Raw -217925.553833 + Penalty 2461.731507 = -215463.822326
  nChanged 11
		SP:Iteration 20F (106141.200000 sec): 3 clusters
  Score: Raw -217930.327730 + Penalty 2461.731507 = -215468.596223
  nChanged 10
		SP:Iteration 21Q (106141.240000 sec): 3 clusters
  Score: Raw -217935.886576 + Penalty 2461.731507 = -215474.155069
  nChanged 7
		SP:Iteration 22Q (106141.270000 sec): 3 clusters
  Score: Raw -217938.583631 + Penalty 2461.731507 = -215476.852124
  nChanged 4
		SP:Iteration 23Q (106141.310000 sec): 3 clusters
  Score: Raw -217942.151126 + Penalty 2461.731507 = -215480.419619
  nChanged 8
		SP:Iteration 24Q (106141.340000 sec): 3 clusters
  Score: Raw -217945.056692 + Penalty 2461.731507 = -215483.325185
  nChanged 10
		SP:Iteration 25Q (106141.380000 sec): 3 clusters
  Score: Raw -217949.694631 + Penalty 2461.731507 = -215487.963124
  nChanged 14
		SP:Iteration 26Q (106141.410000 sec): 3 clusters
  Score: Raw -217955.338053 + Penalty 2461.731507 = -215493.606545
  nChanged 11
		SP:Iteration 27Q (106141.450000 sec): 3 clusters
  Score: Raw -217960.158632 + Penalty 2461.731507 = -215498.427125
  nChanged 11
		SP:Iteration 28Q (106141.480000 sec): 3 clusters
  Score: Raw -217964.817671 + Penalty 2461.731507 = -215503.086164
  nChanged 10
		SP:Iteration 29Q (106141.520000 sec): 3 clusters
  Score: Raw -217969.578023 + Penalty 2461.731507 = -215507.846516
  nChanged 10
		SP:Iteration 30Q (106141.550000 sec): 3 clusters
  Score: Raw -217973.735328 + Penalty 2461.731507 = -215512.003820
  nChanged 11
		SP:Iteration 31Q (106141.590000 sec): 3 clusters
  Score: Raw -217981.222877 + Penalty 2461.731507 = -215519.491370
  nChanged 15
		SP:Iteration 32Q (106141.620000 sec): 3 clusters
  Score: Raw -217988.064386 + Penalty 2461.731507 = -215526.332878
  nChanged 21
		SP:Iteration 33Q (106141.660000 sec): 3 clusters
  Score: Raw -217998.300150 + Penalty 2461.731507 = -215536.568643
  nChanged 18
		SP:Iteration 34Q (106141.690000 sec): 3 clusters
  Score: Raw -218009.719052 + Penalty 2461.731507 = -215547.987545
  nChanged 24
		SP:Iteration 35Q (106141.720000 sec): 3 clusters
  Score: Raw -218022.226117 + Penalty 2461.731507 = -215560.494609
  nChanged 16
		SP:Iteration 36Q (106141.760000 sec): 3 clusters
  Score: Raw -218032.403312 + Penalty 2461.731507 = -215570.671804
  nChanged 16
		SP:Iteration 37Q (106141.800000 sec): 3 clusters
  Score: Raw -218041.564031 + Penalty 2461.731507 = -215579.832524
  nChanged 6
		SP:Iteration 38Q (106141.830000 sec): 3 clusters
  Score: Raw -218044.769972 + Penalty 2461.731507 = -215583.038465
  nChanged 4
		SP:Iteration 39Q (106141.860000 sec): 3 clusters
  Score: Raw -218047.020123 + Penalty 2461.731507 = -215585.288616
  nChanged 5
		SP:Iteration 40F (106141.900000 sec): 3 clusters
  Score: Raw -218050.712623 + Penalty 2461.731507 = -215588.981116
  nChanged 3
		SP:Iteration 41Q (106141.940000 sec): 3 clusters
  Score: Raw -218053.790127 + Penalty 2461.731507 = -215592.058620
  nChanged 4
		SP:Iteration 42Q (106141.970000 sec): 3 clusters
  Score: Raw -218055.262879 + Penalty 2461.731507 = -215593.531371
  nChanged 2
		SP:Iteration 43Q (106142.000000 sec): 3 clusters
  Score: Raw -218056.025087 + Penalty 2461.731507 = -215594.293580
  nChanged 5
		SP:Iteration 44Q (106142.040000 sec): 3 clusters
  Score: Raw -218058.573081 + Penalty 2461.731507 = -215596.841573
  nChanged 4
		SP:Iteration 45Q (106142.070000 sec): 3 clusters
  Score: Raw -218059.508839 + Penalty 2461.731507 = -215597.777331
  nChanged 1
		SP:Iteration 46Q (106142.110000 sec): 3 clusters
  Score: Raw -218060.369204 + Penalty 2461.731507 = -215598.637697
  nChanged 2
		SP:Iteration 47Q (106142.140000 sec): 3 clusters
  Score: Raw -218061.346663 + Penalty 2461.731507 = -215599.615155
  nChanged 1
		SP:Iteration 48Q (106142.180000 sec): 3 clusters
  Score: Raw -218062.048251 + Penalty 2461.731507 = -215600.316744
  nChanged 0
		SP:Iteration 49F (106142.210000 sec): 3 clusters
  Score: Raw -218062.048251 + Penalty 2461.731507 = -215600.316744
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 51 (2511 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106142.280000 sec): 2 clusters
  Score: Raw -299654.880059 + Penalty 1272.120908 = -298382.759151
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106142.330000 sec): 3 clusters
  Score: Raw -298470.456202 + Penalty 2544.241817 = -295926.214385
  nChanged 974
		SP:Iteration 1F (106142.380000 sec): 3 clusters
  Score: Raw -299075.269388 + Penalty 2544.241817 = -296531.027571
  nChanged 199
		SP:Iteration 2F (106142.420000 sec): 3 clusters
  Score: Raw -299210.830647 + Penalty 2544.241817 = -296666.588830
  nChanged 129
		SP:Iteration 3F (106142.470000 sec): 3 clusters
  Score: Raw -299296.593671 + Penalty 2544.241817 = -296752.351854
  nChanged 108
		SP:Iteration 4Q (106142.520000 sec): 3 clusters
  Score: Raw -299383.336887 + Penalty 2544.241817 = -296839.095070
  nChanged 105
		SP:Iteration 5Q (106142.560000 sec): 3 clusters
  Score: Raw -299470.519548 + Penalty 2544.241817 = -296926.277732
  nChanged 102
		SP:Iteration 6Q (106142.610000 sec): 3 clusters
  Score: Raw -299558.403347 + Penalty 2544.241817 = -297014.161531
  nChanged 102
		SP:Iteration 7Q (106142.660000 sec): 3 clusters
  Score: Raw -299652.255921 + Penalty 2544.241817 = -297108.014104
  nChanged 104
		SP:Iteration 8Q (106142.700000 sec): 3 clusters
  Score: Raw -299754.518369 + Penalty 2544.241817 = -297210.276553
  nChanged 82
		SP:Iteration 9Q (106142.750000 sec): 3 clusters
  Score: Raw -299833.975300 + Penalty 2544.241817 = -297289.733483
  nChanged 67
		SP:Iteration 10Q (106142.800000 sec): 3 clusters
  Score: Raw -299896.318011 + Penalty 2544.241817 = -297352.076194
  nChanged 59
		SP:Iteration 11Q (106142.840000 sec): 3 clusters
  Score: Raw -299943.399599 + Penalty 2544.241817 = -297399.157783
  nChanged 41
		SP:Iteration 12Q (106142.880000 sec): 3 clusters
  Score: Raw -299970.305579 + Penalty 2544.241817 = -297426.063763
  nChanged 34
		SP:Iteration 13Q (106142.930000 sec): 3 clusters
  Score: Raw -299994.712247 + Penalty 2544.241817 = -297450.470430
  nChanged 27
		SP:Iteration 14Q (106142.980000 sec): 3 clusters
  Score: Raw -300011.835679 + Penalty 2544.241817 = -297467.593863
  nChanged 26
		SP:Iteration 15Q (106143.020000 sec): 3 clusters
  Score: Raw -300028.421011 + Penalty 2544.241817 = -297484.179195
  nChanged 20
		SP:Iteration 16Q (106143.070000 sec): 3 clusters
  Score: Raw -300042.015354 + Penalty 2544.241817 = -297497.773537
  nChanged 21
		SP:Iteration 17Q (106143.110000 sec): 3 clusters
  Score: Raw -300056.846255 + Penalty 2544.241817 = -297512.604438
  nChanged 12
		SP:Iteration 18Q (106143.160000 sec): 3 clusters
  Score: Raw -300065.276117 + Penalty 2544.241817 = -297521.034300
  nChanged 15
		SP:Iteration 19Q (106143.200000 sec): 3 clusters
  Score: Raw -300077.640887 + Penalty 2544.241817 = -297533.399070
  nChanged 12
		SP:Iteration 20F (106143.250000 sec): 3 clusters
  Score: Raw -300086.259611 + Penalty 2544.241817 = -297542.017795
  nChanged 9
		SP:Iteration 21Q (106143.290000 sec): 3 clusters
  Score: Raw -300095.025429 + Penalty 2544.241817 = -297550.783612
  nChanged 5
		SP:Iteration 22Q (106143.340000 sec): 3 clusters
  Score: Raw -300098.579513 + Penalty 2544.241817 = -297554.337696
  nChanged 3
		SP:Iteration 23Q (106143.380000 sec): 3 clusters
  Score: Raw -300100.959717 + Penalty 2544.241817 = -297556.717900
  nChanged 4
		SP:Iteration 24Q (106143.430000 sec): 3 clusters
  Score: Raw -300103.400992 + Penalty 2544.241817 = -297559.159175
  nChanged 3
		SP:Iteration 25Q (106143.470000 sec): 3 clusters
  Score: Raw -300104.246719 + Penalty 2544.241817 = -297560.004902
  nChanged 0
		SP:Iteration 26F (106143.520000 sec): 3 clusters
  Score: Raw -300104.246719 + Penalty 2544.241817 = -297560.004902
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 52 (14594 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106143.690000 sec): 2 clusters
  Score: Raw -1741087.165381 + Penalty 1558.109437 = -1739529.055944
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106143.920000 sec): 3 clusters
  Score: Raw -1732581.913138 + Penalty 3116.218873 = -1729465.694264
  nChanged 6409
		SP:Iteration 1F (106144.150000 sec): 3 clusters
  Score: Raw -1735943.946931 + Penalty 3116.218873 = -1732827.728057
  nChanged 823
		SP:Iteration 2F (106144.400000 sec): 3 clusters
  Score: Raw -1736263.155955 + Penalty 3116.218873 = -1733146.937082
  nChanged 710
		SP:Iteration 3Q (106144.600000 sec): 3 clusters
  Score: Raw -1736552.173097 + Penalty 3116.218873 = -1733435.954223
  nChanged 672
		SP:Iteration 4Q (106144.790000 sec): 3 clusters
  Score: Raw -1736826.343368 + Penalty 3116.218873 = -1733710.124495
  nChanged 635
		SP:Iteration 5Q (106145.030000 sec): 3 clusters
  Score: Raw -1737109.569723 + Penalty 3116.218873 = -1733993.350849
  nChanged 661
		SP:Iteration 6Q (106145.270000 sec): 3 clusters
  Score: Raw -1737429.749986 + Penalty 3116.218873 = -1734313.531113
  nChanged 718
		SP:Iteration 7Q (106145.470000 sec): 3 clusters
  Score: Raw -1737840.488697 + Penalty 3116.218873 = -1734724.269823
  nChanged 805
		SP:Iteration 8F (106145.660000 sec): 3 clusters
  Score: Raw -1738362.994039 + Penalty 3116.218873 = -1735246.775165
  nChanged 884
		SP:Iteration 9F (106145.860000 sec): 3 clusters
  Score: Raw -1739033.408522 + Penalty 3116.218873 = -1735917.189649
  nChanged 847
		SP:Iteration 10F (106146.060000 sec): 3 clusters
  Score: Raw -1739743.515772 + Penalty 3116.218873 = -1736627.296898
  nChanged 680
		SP:Iteration 11Q (106146.300000 sec): 3 clusters
  Score: Raw -1740333.252861 + Penalty 3116.218873 = -1737217.033988
  nChanged 445
		SP:Iteration 12Q (106146.490000 sec): 3 clusters
  Score: Raw -1740733.182337 + Penalty 3116.218873 = -1737616.963463
  nChanged 262
		SP:Iteration 13Q (106146.680000 sec): 3 clusters
  Score: Raw -1740972.107440 + Penalty 3116.218873 = -1737855.888567
  nChanged 125
		SP:Iteration 14Q (106146.850000 sec): 3 clusters
  Score: Raw -1741083.217693 + Penalty 3116.218873 = -1737966.998819
  nChanged 68
		SP:Iteration 15Q (106147.080000 sec): 3 clusters
  Score: Raw -1741146.757724 + Penalty 3116.218873 = -1738030.538851
  nChanged 44
		SP:Iteration 16Q (106147.260000 sec): 3 clusters
  Score: Raw -1741195.695855 + Penalty 3116.218873 = -1738079.476982
  nChanged 20
		SP:Iteration 17Q (106147.490000 sec): 3 clusters
  Score: Raw -1741224.688986 + Penalty 3116.218873 = -1738108.470112
  nChanged 16
		SP:Iteration 18Q (106147.660000 sec): 3 clusters
  Score: Raw -1741246.161113 + Penalty 3116.218873 = -1738129.942239
  nChanged 11
		SP:Iteration 19Q (106147.890000 sec): 3 clusters
  Score: Raw -1741262.044146 + Penalty 3116.218873 = -1738145.825272
  nChanged 13
		SP:Iteration 20F (106148.090000 sec): 3 clusters
  Score: Raw -1741276.039549 + Penalty 3116.218873 = -1738159.820675
  nChanged 10
		SP:Iteration 21Q (106148.310000 sec): 3 clusters
  Score: Raw -1741289.751578 + Penalty 3116.218873 = -1738173.532704
  nChanged 8
		SP:Iteration 22Q (106148.490000 sec): 3 clusters
  Score: Raw -1741298.644158 + Penalty 3116.218873 = -1738182.425285
  nChanged 9
		SP:Iteration 23Q (106148.720000 sec): 3 clusters
  Score: Raw -1741307.700824 + Penalty 3116.218873 = -1738191.481951
  nChanged 1
		SP:Iteration 24Q (106148.890000 sec): 3 clusters
  Score: Raw -1741308.903954 + Penalty 3116.218873 = -1738192.685081
  nChanged 1
		SP:Iteration 25Q (106149.120000 sec): 3 clusters
  Score: Raw -1741310.601711 + Penalty 3116.218873 = -1738194.382838
  nChanged 4
		SP:Iteration 26Q (106149.290000 sec): 3 clusters
  Score: Raw -1741315.458377 + Penalty 3116.218873 = -1738199.239504
  nChanged 1
		SP:Iteration 27Q (106149.520000 sec): 3 clusters
  Score: Raw -1741316.009466 + Penalty 3116.218873 = -1738199.790593
  nChanged 0
		SP:Iteration 28F (106149.720000 sec): 3 clusters
  Score: Raw -1741316.009466 + Penalty 3116.218873 = -1738199.790593
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 53 (5581 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106149.810000 sec): 2 clusters
  Score: Raw -699442.474517 + Penalty 1401.907528 = -698040.566989
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106149.910000 sec): 3 clusters
  Score: Raw -696470.683488 + Penalty 2803.815057 = -693666.868431
  nChanged 2309
		SP:Iteration 1F (106150.000000 sec): 3 clusters
  Score: Raw -697755.970753 + Penalty 2803.815057 = -694952.155697
  nChanged 435
		SP:Iteration 2F (106150.100000 sec): 3 clusters
  Score: Raw -698007.878924 + Penalty 2803.815057 = -695204.063867
  nChanged 373
		SP:Iteration 3F (106150.200000 sec): 3 clusters
  Score: Raw -698237.651856 + Penalty 2803.815057 = -695433.836800
  nChanged 331
		SP:Iteration 4F (106150.300000 sec): 3 clusters
  Score: Raw -698447.663673 + Penalty 2803.815057 = -695643.848617
  nChanged 302
		SP:Iteration 5F (106150.390000 sec): 3 clusters
  Score: Raw -698643.044569 + Penalty 2803.815057 = -695839.229513
  nChanged 248
		SP:Iteration 6Q (106150.480000 sec): 3 clusters
  Score: Raw -698799.719680 + Penalty 2803.815057 = -695995.904623
  nChanged 226
		SP:Iteration 7Q (106150.580000 sec): 3 clusters
  Score: Raw -698928.740728 + Penalty 2803.815057 = -696124.925672
  nChanged 194
		SP:Iteration 8Q (106150.670000 sec): 3 clusters
  Score: Raw -699049.664437 + Penalty 2803.815057 = -696245.849381
  nChanged 184
		SP:Iteration 9Q (106150.770000 sec): 3 clusters
  Score: Raw -699163.956383 + Penalty 2803.815057 = -696360.141326
  nChanged 149
		SP:Iteration 10Q (106150.860000 sec): 3 clusters
  Score: Raw -699258.982720 + Penalty 2803.815057 = -696455.167664
  nChanged 117
		SP:Iteration 11Q (106150.960000 sec): 3 clusters
  Score: Raw -699323.843944 + Penalty 2803.815057 = -696520.028887
  nChanged 79
		SP:Iteration 12Q (106151.050000 sec): 3 clusters
  Score: Raw -699377.472706 + Penalty 2803.815057 = -696573.657649
  nChanged 67
		SP:Iteration 13Q (106151.150000 sec): 3 clusters
  Score: Raw -699421.810013 + Penalty 2803.815057 = -696617.994956
  nChanged 56
		SP:Iteration 14Q (106151.240000 sec): 3 clusters
  Score: Raw -699459.274425 + Penalty 2803.815057 = -696655.459369
  nChanged 55
		SP:Iteration 15Q (106151.330000 sec): 3 clusters
  Score: Raw -699494.232171 + Penalty 2803.815057 = -696690.417115
  nChanged 49
		SP:Iteration 16Q (106151.430000 sec): 3 clusters
  Score: Raw -699518.287696 + Penalty 2803.815057 = -696714.472639
  nChanged 23
		SP:Iteration 17Q (106151.520000 sec): 3 clusters
  Score: Raw -699532.549130 + Penalty 2803.815057 = -696728.734074
  nChanged 24
		SP:Iteration 18Q (106151.610000 sec): 3 clusters
  Score: Raw -699544.525080 + Penalty 2803.815057 = -696740.710024
  nChanged 20
		SP:Iteration 19Q (106151.710000 sec): 3 clusters
  Score: Raw -699552.012303 + Penalty 2803.815057 = -696748.197247
  nChanged 11
		SP:Iteration 20F (106151.800000 sec): 3 clusters
  Score: Raw -699557.537621 + Penalty 2803.815057 = -696753.722565
  nChanged 8
		SP:Iteration 21Q (106151.890000 sec): 3 clusters
  Score: Raw -699560.993835 + Penalty 2803.815057 = -696757.178778
  nChanged 6
		SP:Iteration 22Q (106151.980000 sec): 3 clusters
  Score: Raw -699564.174565 + Penalty 2803.815057 = -696760.359509
  nChanged 6
		SP:Iteration 23Q (106152.080000 sec): 3 clusters
  Score: Raw -699567.069572 + Penalty 2803.815057 = -696763.254515
  nChanged 3
		SP:Iteration 24Q (106152.170000 sec): 3 clusters
  Score: Raw -699569.130698 + Penalty 2803.815057 = -696765.315642
  nChanged 6
		SP:Iteration 25Q (106152.260000 sec): 3 clusters
  Score: Raw -699573.619765 + Penalty 2803.815057 = -696769.804708
  nChanged 12
		SP:Iteration 26Q (106152.360000 sec): 3 clusters
  Score: Raw -699579.702254 + Penalty 2803.815057 = -696775.887197
  nChanged 4
		SP:Iteration 27Q (106152.450000 sec): 3 clusters
  Score: Raw -699581.045933 + Penalty 2803.815057 = -696777.230876
  nChanged 3
		SP:Iteration 28Q (106152.540000 sec): 3 clusters
  Score: Raw -699582.867104 + Penalty 2803.815057 = -696779.052047
  nChanged 6
		SP:Iteration 29Q (106152.630000 sec): 3 clusters
  Score: Raw -699586.601448 + Penalty 2803.815057 = -696782.786392
  nChanged 2
		SP:Iteration 30Q (106152.720000 sec): 3 clusters
  Score: Raw -699587.240763 + Penalty 2803.815057 = -696783.425706
  nChanged 0
		SP:Iteration 31F (106152.820000 sec): 3 clusters
  Score: Raw -699587.240763 + Penalty 2803.815057 = -696783.425706
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 54 (16487 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106153.020000 sec): 2 clusters
  Score: Raw -1905792.930901 + Penalty 1577.928214 = -1904215.002687
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106153.230000 sec): 3 clusters
  Score: Raw -1896053.689930 + Penalty 3155.856428 = -1892897.833502
  nChanged 7367
		SP:Iteration 1F (106153.440000 sec): 3 clusters
  Score: Raw -1900376.802399 + Penalty 3155.856428 = -1897220.945971
  nChanged 1160
		SP:Iteration 2F (106153.640000 sec): 3 clusters
  Score: Raw -1901089.743222 + Penalty 3155.856428 = -1897933.886794
  nChanged 1188
		SP:Iteration 3F (106153.900000 sec): 3 clusters
  Score: Raw -1901969.405973 + Penalty 3155.856428 = -1898813.549545
  nChanged 1182
		SP:Iteration 4F (106154.100000 sec): 3 clusters
  Score: Raw -1902869.789186 + Penalty 3155.856428 = -1899713.932758
  nChanged 1102
		SP:Iteration 5F (106154.300000 sec): 3 clusters
  Score: Raw -1903660.404732 + Penalty 3155.856428 = -1900504.548304
  nChanged 914
		SP:Iteration 6F (106154.500000 sec): 3 clusters
  Score: Raw -1904252.178203 + Penalty 3155.856428 = -1901096.321775
  nChanged 778
		SP:Iteration 7Q (106154.760000 sec): 3 clusters
  Score: Raw -1904685.534434 + Penalty 3155.856428 = -1901529.678006
  nChanged 593
		SP:Iteration 8Q (106154.990000 sec): 3 clusters
  Score: Raw -1905023.092178 + Penalty 3155.856428 = -1901867.235750
  nChanged 485
		SP:Iteration 9Q (106155.190000 sec): 3 clusters
  Score: Raw -1905290.326641 + Penalty 3155.856428 = -1902134.470213
  nChanged 400
		SP:Iteration 10Q (106155.410000 sec): 3 clusters
  Score: Raw -1905519.640750 + Penalty 3155.856428 = -1902363.784322
  nChanged 351
		SP:Iteration 11Q (106155.660000 sec): 3 clusters
  Score: Raw -1905679.292521 + Penalty 3155.856428 = -1902523.436093
  nChanged 262
		SP:Iteration 12Q (106155.850000 sec): 3 clusters
  Score: Raw -1905760.319628 + Penalty 3155.856428 = -1902604.463200
  nChanged 178
		SP:Iteration 13Q (106156.050000 sec): 3 clusters
  Score: Raw -1905806.124705 + Penalty 3155.856428 = -1902650.268277
  nChanged 132
		SP:Iteration 14Q (106156.250000 sec): 3 clusters
  Score: Raw -1905837.889947 + Penalty 3155.856428 = -1902682.033519
  nChanged 96
		SP:Iteration 15Q (106156.520000 sec): 3 clusters
  Score: Raw -1905861.011488 + Penalty 3155.856428 = -1902705.155060
  nChanged 109
		SP:Iteration 16Q (106156.740000 sec): 3 clusters
  Score: Raw -1905882.363777 + Penalty 3155.856428 = -1902726.507349
  nChanged 73
		SP:Iteration 17Q (106156.930000 sec): 3 clusters
  Score: Raw -1905895.117009 + Penalty 3155.856428 = -1902739.260582
  nChanged 59
		SP:Iteration 18Q (106157.120000 sec): 3 clusters
  Score: Raw -1905907.480873 + Penalty 3155.856428 = -1902751.624445
  nChanged 77
		SP:Iteration 19Q (106157.350000 sec): 3 clusters
  Score: Raw -1905922.382065 + Penalty 3155.856428 = -1902766.525637
  nChanged 70
		SP:Iteration 20F (106157.590000 sec): 3 clusters
  Score: Raw -1905935.597552 + Penalty 3155.856428 = -1902779.741124
  nChanged 74
		SP:Iteration 21Q (106157.780000 sec): 3 clusters
  Score: Raw -1905947.482545 + Penalty 3155.856428 = -1902791.626117
  nChanged 58
		SP:Iteration 22Q (106157.970000 sec): 3 clusters
  Score: Raw -1905956.529697 + Penalty 3155.856428 = -1902800.673269
  nChanged 50
		SP:Iteration 23Q (106158.160000 sec): 3 clusters
  Score: Raw -1905964.512078 + Penalty 3155.856428 = -1902808.655650
  nChanged 42
		SP:Iteration 24Q (106158.360000 sec): 3 clusters
  Score: Raw -1905970.053807 + Penalty 3155.856428 = -1902814.197379
  nChanged 39
		SP:Iteration 25Q (106158.560000 sec): 3 clusters
  Score: Raw -1905976.126346 + Penalty 3155.856428 = -1902820.269918
  nChanged 44
		SP:Iteration 26Q (106158.820000 sec): 3 clusters
  Score: Raw -1905982.675780 + Penalty 3155.856428 = -1902826.819352
  nChanged 34
		SP:Iteration 27Q (106159.020000 sec): 3 clusters
  Score: Raw -1905986.689645 + Penalty 3155.856428 = -1902830.833217
  nChanged 26
		SP:Iteration 28Q (106159.210000 sec): 3 clusters
  Score: Raw -1905989.715077 + Penalty 3155.856428 = -1902833.858649
  nChanged 22
		SP:Iteration 29Q (106159.400000 sec): 3 clusters
  Score: Raw -1905992.511751 + Penalty 3155.856428 = -1902836.655323
  nChanged 23
		SP:Iteration 30Q (106159.610000 sec): 3 clusters
  Score: Raw -1905995.362224 + Penalty 3155.856428 = -1902839.505796
  nChanged 18
		SP:Iteration 31Q (106159.880000 sec): 3 clusters
  Score: Raw -1905997.316664 + Penalty 3155.856428 = -1902841.460236
  nChanged 25
		SP:Iteration 32Q (106160.100000 sec): 3 clusters
  Score: Raw -1906000.481164 + Penalty 3155.856428 = -1902844.624736
  nChanged 24
		SP:Iteration 33Q (106160.290000 sec): 3 clusters
  Score: Raw -1906003.742046 + Penalty 3155.856428 = -1902847.885618
  nChanged 20
		SP:Iteration 34Q (106160.490000 sec): 3 clusters
  Score: Raw -1906005.390359 + Penalty 3155.856428 = -1902849.533931
  nChanged 21
		SP:Iteration 35Q (106160.760000 sec): 3 clusters
  Score: Raw -1906007.160646 + Penalty 3155.856428 = -1902851.304218
  nChanged 18
		SP:Iteration 36Q (106160.950000 sec): 3 clusters
  Score: Raw -1906009.150645 + Penalty 3155.856428 = -1902853.294217
  nChanged 23
		SP:Iteration 37Q (106161.150000 sec): 3 clusters
  Score: Raw -1906011.499899 + Penalty 3155.856428 = -1902855.643471
  nChanged 17
		SP:Iteration 38Q (106161.330000 sec): 3 clusters
  Score: Raw -1906012.854428 + Penalty 3155.856428 = -1902856.998000
  nChanged 21
		SP:Iteration 39Q (106161.530000 sec): 3 clusters
  Score: Raw -1906015.095105 + Penalty 3155.856428 = -1902859.238677
  nChanged 21
		SP:Iteration 40F (106161.740000 sec): 3 clusters
  Score: Raw -1906018.186363 + Penalty 3155.856428 = -1902862.329935
  nChanged 13
		SP:Iteration 41Q (106162.000000 sec): 3 clusters
  Score: Raw -1906019.481314 + Penalty 3155.856428 = -1902863.624886
  nChanged 14
		SP:Iteration 42Q (106162.190000 sec): 3 clusters
  Score: Raw -1906020.595081 + Penalty 3155.856428 = -1902864.738653
  nChanged 17
		SP:Iteration 43Q (106162.390000 sec): 3 clusters
  Score: Raw -1906022.649120 + Penalty 3155.856428 = -1902866.792692
  nChanged 16
		SP:Iteration 44Q (106162.580000 sec): 3 clusters
  Score: Raw -1906024.334557 + Penalty 3155.856428 = -1902868.478129
  nChanged 26
		SP:Iteration 45Q (106162.770000 sec): 3 clusters
  Score: Raw -1906027.504520 + Penalty 3155.856428 = -1902871.648092
  nChanged 27
		SP:Iteration 46Q (106162.970000 sec): 3 clusters
  Score: Raw -1906030.619292 + Penalty 3155.856428 = -1902874.762864
  nChanged 23
		SP:Iteration 47Q (106163.230000 sec): 3 clusters
  Score: Raw -1906033.729899 + Penalty 3155.856428 = -1902877.873471
  nChanged 21
		SP:Iteration 48Q (106163.450000 sec): 3 clusters
  Score: Raw -1906037.450864 + Penalty 3155.856428 = -1902881.594436
  nChanged 29
		SP:Iteration 49Q (106163.640000 sec): 3 clusters
  Score: Raw -1906041.762197 + Penalty 3155.856428 = -1902885.905769
  nChanged 25
		SP:Iteration 50Q (106163.830000 sec): 3 clusters
  Score: Raw -1906044.692319 + Penalty 3155.856428 = -1902888.835891
  nChanged 24
		SP:Iteration 51Q (106164.040000 sec): 3 clusters
  Score: Raw -1906047.522328 + Penalty 3155.856428 = -1902891.665900
  nChanged 27
		SP:Iteration 52Q (106164.300000 sec): 3 clusters
  Score: Raw -1906051.251343 + Penalty 3155.856428 = -1902895.394915
  nChanged 33
		SP:Iteration 53Q (106164.510000 sec): 3 clusters
  Score: Raw -1906056.098811 + Penalty 3155.856428 = -1902900.242383
  nChanged 49
		SP:Iteration 54Q (106164.710000 sec): 3 clusters
  Score: Raw -1906064.059230 + Penalty 3155.856428 = -1902908.202803
  nChanged 53
		SP:Iteration 55Q (106164.900000 sec): 3 clusters
  Score: Raw -1906073.665679 + Penalty 3155.856428 = -1902917.809251
  nChanged 55
		SP:Iteration 56Q (106165.090000 sec): 3 clusters
  Score: Raw -1906082.920586 + Penalty 3155.856428 = -1902927.064158
  nChanged 53
		SP:Iteration 57Q (106165.350000 sec): 3 clusters
  Score: Raw -1906090.555301 + Penalty 3155.856428 = -1902934.698873
  nChanged 39
		SP:Iteration 58Q (106165.580000 sec): 3 clusters
  Score: Raw -1906096.110386 + Penalty 3155.856428 = -1902940.253958
  nChanged 42
		SP:Iteration 59Q (106165.760000 sec): 3 clusters
  Score: Raw -1906101.811747 + Penalty 3155.856428 = -1902945.955319
  nChanged 31
		SP:Iteration 60F (106165.960000 sec): 3 clusters
  Score: Raw -1906106.539997 + Penalty 3155.856428 = -1902950.683569
  nChanged 36
		SP:Iteration 61Q (106166.160000 sec): 3 clusters
  Score: Raw -1906111.650239 + Penalty 3155.856428 = -1902955.793811
  nChanged 34
		SP:Iteration 62Q (106166.420000 sec): 3 clusters
  Score: Raw -1906117.453999 + Penalty 3155.856428 = -1902961.597571
  nChanged 38
		SP:Iteration 63Q (106166.620000 sec): 3 clusters
  Score: Raw -1906123.964629 + Penalty 3155.856428 = -1902968.108201
  nChanged 40
		SP:Iteration 64Q (106166.800000 sec): 3 clusters
  Score: Raw -1906129.590892 + Penalty 3155.856428 = -1902973.734464
  nChanged 35
		SP:Iteration 65Q (106167.000000 sec): 3 clusters
  Score: Raw -1906134.394145 + Penalty 3155.856428 = -1902978.537717
  nChanged 37
		SP:Iteration 66Q (106167.190000 sec): 3 clusters
  Score: Raw -1906139.752816 + Penalty 3155.856428 = -1902983.896388
  nChanged 38
		SP:Iteration 67Q (106167.380000 sec): 3 clusters
  Score: Raw -1906145.752917 + Penalty 3155.856428 = -1902989.896489
  nChanged 33
		SP:Iteration 68Q (106167.640000 sec): 3 clusters
  Score: Raw -1906150.334647 + Penalty 3155.856428 = -1902994.478219
  nChanged 27
		SP:Iteration 69Q (106167.860000 sec): 3 clusters
  Score: Raw -1906154.514219 + Penalty 3155.856428 = -1902998.657791
  nChanged 34
		SP:Iteration 70Q (106168.050000 sec): 3 clusters
  Score: Raw -1906159.318113 + Penalty 3155.856428 = -1903003.461685
  nChanged 26
		SP:Iteration 71Q (106168.240000 sec): 3 clusters
  Score: Raw -1906162.778956 + Penalty 3155.856428 = -1903006.922528
  nChanged 30
		SP:Iteration 72Q (106168.430000 sec): 3 clusters
  Score: Raw -1906167.078002 + Penalty 3155.856428 = -1903011.221574
  nChanged 25
		SP:Iteration 73Q (106168.630000 sec): 3 clusters
  Score: Raw -1906170.074230 + Penalty 3155.856428 = -1903014.217802
  nChanged 26
		SP:Iteration 74Q (106168.880000 sec): 3 clusters
  Score: Raw -1906172.650691 + Penalty 3155.856428 = -1903016.794263
  nChanged 22
		SP:Iteration 75Q (106169.100000 sec): 3 clusters
  Score: Raw -1906174.857063 + Penalty 3155.856428 = -1903019.000635
  nChanged 17
		SP:Iteration 76Q (106169.290000 sec): 3 clusters
  Score: Raw -1906177.315109 + Penalty 3155.856428 = -1903021.458681
  nChanged 21
		SP:Iteration 77Q (106169.480000 sec): 3 clusters
  Score: Raw -1906180.651901 + Penalty 3155.856428 = -1903024.795473
  nChanged 28
		SP:Iteration 78Q (106169.680000 sec): 3 clusters
  Score: Raw -1906184.067190 + Penalty 3155.856428 = -1903028.210762
  nChanged 24
		SP:Iteration 79Q (106169.870000 sec): 3 clusters
  Score: Raw -1906187.152331 + Penalty 3155.856428 = -1903031.295903
  nChanged 20
		SP:Iteration 80F (106170.150000 sec): 3 clusters
  Score: Raw -1906189.155057 + Penalty 3155.856428 = -1903033.298629
  nChanged 18
		SP:Iteration 81Q (106170.340000 sec): 3 clusters
  Score: Raw -1906191.701007 + Penalty 3155.856428 = -1903035.844579
  nChanged 25
		SP:Iteration 82Q (106170.530000 sec): 3 clusters
  Score: Raw -1906195.698003 + Penalty 3155.856428 = -1903039.841575
  nChanged 31
		SP:Iteration 83Q (106170.720000 sec): 3 clusters
  Score: Raw -1906201.093340 + Penalty 3155.856428 = -1903045.236912
  nChanged 32
		SP:Iteration 84Q (106170.910000 sec): 3 clusters
  Score: Raw -1906206.362025 + Penalty 3155.856428 = -1903050.505597
  nChanged 32
		SP:Iteration 85Q (106171.110000 sec): 3 clusters
  Score: Raw -1906211.562904 + Penalty 3155.856428 = -1903055.706477
  nChanged 42
		SP:Iteration 86Q (106171.310000 sec): 3 clusters
  Score: Raw -1906217.913062 + Penalty 3155.856428 = -1903062.056634
  nChanged 35
		SP:Iteration 87Q (106171.570000 sec): 3 clusters
  Score: Raw -1906223.980613 + Penalty 3155.856428 = -1903068.124185
  nChanged 45
		SP:Iteration 88Q (106171.790000 sec): 3 clusters
  Score: Raw -1906231.366341 + Penalty 3155.856428 = -1903075.509913
  nChanged 36
		SP:Iteration 89Q (106171.970000 sec): 3 clusters
  Score: Raw -1906238.268837 + Penalty 3155.856428 = -1903082.412409
  nChanged 42
		SP:Iteration 90Q (106172.160000 sec): 3 clusters
  Score: Raw -1906244.802566 + Penalty 3155.856428 = -1903088.946138
  nChanged 29
		SP:Iteration 91Q (106172.360000 sec): 3 clusters
  Score: Raw -1906249.335200 + Penalty 3155.856428 = -1903093.478772
  nChanged 29
		SP:Iteration 92Q (106172.630000 sec): 3 clusters
  Score: Raw -1906255.179791 + Penalty 3155.856428 = -1903099.323363
  nChanged 33
		SP:Iteration 93Q (106172.850000 sec): 3 clusters
  Score: Raw -1906260.792048 + Penalty 3155.856428 = -1903104.935620
  nChanged 28
		SP:Iteration 94Q (106173.030000 sec): 3 clusters
  Score: Raw -1906265.045280 + Penalty 3155.856428 = -1903109.188852
  nChanged 22
		SP:Iteration 95Q (106173.230000 sec): 3 clusters
  Score: Raw -1906268.548661 + Penalty 3155.856428 = -1903112.692233
  nChanged 23
		SP:Iteration 96Q (106173.420000 sec): 3 clusters
  Score: Raw -1906271.940937 + Penalty 3155.856428 = -1903116.084509
  nChanged 22
		SP:Iteration 97Q (106173.680000 sec): 3 clusters
  Score: Raw -1906275.633806 + Penalty 3155.856428 = -1903119.777378
  nChanged 21
		SP:Iteration 98Q (106173.910000 sec): 3 clusters
  Score: Raw -1906278.693302 + Penalty 3155.856428 = -1903122.836874
  nChanged 11
		SP:Iteration 99Q (106174.090000 sec): 3 clusters
  Score: Raw -1906280.548351 + Penalty 3155.856428 = -1903124.691923
  nChanged 14
		SP:Iteration 100F (106174.300000 sec): 3 clusters
  Score: Raw -1906282.566407 + Penalty 3155.856428 = -1903126.709979
  nChanged 18
		SP:Iteration 101Q (106174.490000 sec): 3 clusters
  Score: Raw -1906284.835045 + Penalty 3155.856428 = -1903128.978617
  nChanged 19
		SP:Iteration 102Q (106174.730000 sec): 3 clusters
  Score: Raw -1906287.746495 + Penalty 3155.856428 = -1903131.890067
  nChanged 13
		SP:Iteration 103Q (106174.950000 sec): 3 clusters
  Score: Raw -1906289.250088 + Penalty 3155.856428 = -1903133.393660
  nChanged 9
		SP:Iteration 104Q (106175.140000 sec): 3 clusters
  Score: Raw -1906290.671818 + Penalty 3155.856428 = -1903134.815390
  nChanged 16
		SP:Iteration 105Q (106175.330000 sec): 3 clusters
  Score: Raw -1906293.063806 + Penalty 3155.856428 = -1903137.207378
  nChanged 13
		SP:Iteration 106Q (106175.520000 sec): 3 clusters
  Score: Raw -1906294.734178 + Penalty 3155.856428 = -1903138.877750
  nChanged 12
		SP:Iteration 107Q (106175.720000 sec): 3 clusters
  Score: Raw -1906296.172738 + Penalty 3155.856428 = -1903140.316310
  nChanged 17
		SP:Iteration 108Q (106175.910000 sec): 3 clusters
  Score: Raw -1906298.320150 + Penalty 3155.856428 = -1903142.463722
  nChanged 18
		SP:Iteration 109Q (106176.100000 sec): 3 clusters
  Score: Raw -1906300.552650 + Penalty 3155.856428 = -1903144.696222
  nChanged 14
		SP:Iteration 110Q (106176.350000 sec): 3 clusters
  Score: Raw -1906302.444068 + Penalty 3155.856428 = -1903146.587640
  nChanged 14
		SP:Iteration 111Q (106176.570000 sec): 3 clusters
  Score: Raw -1906304.289437 + Penalty 3155.856428 = -1903148.433009
  nChanged 17
		SP:Iteration 112Q (106176.760000 sec): 3 clusters
  Score: Raw -1906306.302429 + Penalty 3155.856428 = -1903150.446001
  nChanged 14
		SP:Iteration 113Q (106176.950000 sec): 3 clusters
  Score: Raw -1906308.200112 + Penalty 3155.856428 = -1903152.343684
  nChanged 20
		SP:Iteration 114Q (106177.140000 sec): 3 clusters
  Score: Raw -1906311.231947 + Penalty 3155.856428 = -1903155.375519
  nChanged 23
		SP:Iteration 115Q (106177.330000 sec): 3 clusters
  Score: Raw -1906314.599218 + Penalty 3155.856428 = -1903158.742790
  nChanged 20
		SP:Iteration 116Q (106177.510000 sec): 3 clusters
  Score: Raw -1906317.903317 + Penalty 3155.856428 = -1903162.046889
  nChanged 21
		SP:Iteration 117Q (106177.710000 sec): 3 clusters
  Score: Raw -1906320.895799 + Penalty 3155.856428 = -1903165.039371
  nChanged 24
		SP:Iteration 118Q (106177.970000 sec): 3 clusters
  Score: Raw -1906324.966320 + Penalty 3155.856428 = -1903169.109892
  nChanged 21
		SP:Iteration 119Q (106178.190000 sec): 3 clusters
  Score: Raw -1906327.973434 + Penalty 3155.856428 = -1903172.117006
  nChanged 14
		SP:Iteration 120F (106178.400000 sec): 3 clusters
  Score: Raw -1906330.308662 + Penalty 3155.856428 = -1903174.452234
  nChanged 17
		SP:Iteration 121Q (106178.590000 sec): 3 clusters
  Score: Raw -1906332.595186 + Penalty 3155.856428 = -1903176.738758
  nChanged 18
		SP:Iteration 122Q (106178.860000 sec): 3 clusters
  Score: Raw -1906334.770483 + Penalty 3155.856428 = -1903178.914055
  nChanged 11
		SP:Iteration 123Q (106179.080000 sec): 3 clusters
  Score: Raw -1906336.132627 + Penalty 3155.856428 = -1903180.276199
  nChanged 12
		SP:Iteration 124Q (106179.270000 sec): 3 clusters
  Score: Raw -1906337.620574 + Penalty 3155.856428 = -1903181.764146
  nChanged 15
		SP:Iteration 125Q (106179.460000 sec): 3 clusters
  Score: Raw -1906339.205085 + Penalty 3155.856428 = -1903183.348657
  nChanged 11
		SP:Iteration 126Q (106179.650000 sec): 3 clusters
  Score: Raw -1906340.207133 + Penalty 3155.856428 = -1903184.350705
  nChanged 7
		SP:Iteration 127Q (106179.840000 sec): 3 clusters
  Score: Raw -1906340.782928 + Penalty 3155.856428 = -1903184.926500
  nChanged 6
		SP:Iteration 128Q (106180.030000 sec): 3 clusters
  Score: Raw -1906341.737338 + Penalty 3155.856428 = -1903185.880911
  nChanged 10
		SP:Iteration 129Q (106180.280000 sec): 3 clusters
  Score: Raw -1906342.751065 + Penalty 3155.856428 = -1903186.894637
  nChanged 7
		SP:Iteration 130Q (106180.500000 sec): 3 clusters
  Score: Raw -1906343.636646 + Penalty 3155.856428 = -1903187.780218
  nChanged 11
		SP:Iteration 131Q (106180.690000 sec): 3 clusters
  Score: Raw -1906344.872829 + Penalty 3155.856428 = -1903189.016401
  nChanged 6
		SP:Iteration 132Q (106180.880000 sec): 3 clusters
  Score: Raw -1906345.541087 + Penalty 3155.856428 = -1903189.684659
  nChanged 8
		SP:Iteration 133Q (106181.060000 sec): 3 clusters
  Score: Raw -1906346.056640 + Penalty 3155.856428 = -1903190.200212
  nChanged 1
		SP:Iteration 134Q (106181.260000 sec): 3 clusters
  Score: Raw -1906346.162907 + Penalty 3155.856428 = -1903190.306479
  nChanged 4
		SP:Iteration 135Q (106181.450000 sec): 3 clusters
  Score: Raw -1906346.606273 + Penalty 3155.856428 = -1903190.749845
  nChanged 5
		SP:Iteration 136Q (106181.640000 sec): 3 clusters
  Score: Raw -1906347.167930 + Penalty 3155.856428 = -1903191.311502
  nChanged 8
		SP:Iteration 137Q (106181.890000 sec): 3 clusters
  Score: Raw -1906348.098662 + Penalty 3155.856428 = -1903192.242234
  nChanged 10
		SP:Iteration 138Q (106182.110000 sec): 3 clusters
  Score: Raw -1906349.106565 + Penalty 3155.856428 = -1903193.250137
  nChanged 11
		SP:Iteration 139Q (106182.300000 sec): 3 clusters
  Score: Raw -1906350.480485 + Penalty 3155.856428 = -1903194.624057
  nChanged 10
		SP:Iteration 140F (106182.500000 sec): 3 clusters
  Score: Raw -1906351.506348 + Penalty 3155.856428 = -1903195.649920
  nChanged 8
		SP:Iteration 141Q (106182.690000 sec): 3 clusters
  Score: Raw -1906352.226385 + Penalty 3155.856428 = -1903196.369957
  nChanged 4
		SP:Iteration 142Q (106182.880000 sec): 3 clusters
  Score: Raw -1906352.712513 + Penalty 3155.856428 = -1903196.856085
  nChanged 3
		SP:Iteration 143Q (106183.070000 sec): 3 clusters
  Score: Raw -1906353.173223 + Penalty 3155.856428 = -1903197.316795
  nChanged 6
		SP:Iteration 144Q (106183.260000 sec): 3 clusters
  Score: Raw -1906354.031838 + Penalty 3155.856428 = -1903198.175410
  nChanged 9
		SP:Iteration 145Q (106183.520000 sec): 3 clusters
  Score: Raw -1906355.189459 + Penalty 3155.856428 = -1903199.333031
  nChanged 9
		SP:Iteration 146Q (106183.740000 sec): 3 clusters
  Score: Raw -1906356.598340 + Penalty 3155.856428 = -1903200.741912
  nChanged 9
		SP:Iteration 147Q (106183.930000 sec): 3 clusters
  Score: Raw -1906357.304282 + Penalty 3155.856428 = -1903201.447854
  nChanged 7
		SP:Iteration 148Q (106184.120000 sec): 3 clusters
  Score: Raw -1906358.029819 + Penalty 3155.856428 = -1903202.173391
  nChanged 3
		SP:Iteration 149Q (106184.300000 sec): 3 clusters
  Score: Raw -1906358.222012 + Penalty 3155.856428 = -1903202.365585
  nChanged 2
		SP:Iteration 150Q (106184.490000 sec): 3 clusters
  Score: Raw -1906358.396889 + Penalty 3155.856428 = -1903202.540461
  nChanged 2
		SP:Iteration 151Q (106184.740000 sec): 3 clusters
  Score: Raw -1906358.591145 + Penalty 3155.856428 = -1903202.734717
  nChanged 1
		SP:Iteration 152Q (106184.960000 sec): 3 clusters
  Score: Raw -1906358.766385 + Penalty 3155.856428 = -1903202.909957
  nChanged 1
		SP:Iteration 153Q (106185.160000 sec): 3 clusters
  Score: Raw -1906358.841604 + Penalty 3155.856428 = -1903202.985176
  nChanged 1
		SP:Iteration 154Q (106185.350000 sec): 3 clusters
  Score: Raw -1906358.885852 + Penalty 3155.856428 = -1903203.029424
  nChanged 0
		SP:Iteration 155F (106185.550000 sec): 3 clusters
  Score: Raw -1906358.885852 + Penalty 3155.856428 = -1903203.029424
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 55 (4882 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106185.630000 sec): 2 clusters
  Score: Raw -585483.873257 + Penalty 1380.162916 = -584103.710341
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106185.730000 sec): 3 clusters
  Score: Raw -582962.021536 + Penalty 2760.325832 = -580201.695705
  nChanged 1964
		SP:Iteration 1F (106185.810000 sec): 3 clusters
  Score: Raw -583997.732326 + Penalty 2760.325832 = -581237.406495
  nChanged 332
		SP:Iteration 2F (106185.900000 sec): 3 clusters
  Score: Raw -584167.767821 + Penalty 2760.325832 = -581407.441990
  nChanged 249
		SP:Iteration 3F (106185.990000 sec): 3 clusters
  Score: Raw -584286.548848 + Penalty 2760.325832 = -581526.223017
  nChanged 200
		SP:Iteration 4Q (106186.080000 sec): 3 clusters
  Score: Raw -584376.619476 + Penalty 2760.325832 = -581616.293644
  nChanged 158
		SP:Iteration 5Q (106186.160000 sec): 3 clusters
  Score: Raw -584446.701024 + Penalty 2760.325832 = -581686.375193
  nChanged 153
		SP:Iteration 6Q (106186.250000 sec): 3 clusters
  Score: Raw -584516.695649 + Penalty 2760.325832 = -581756.369817
  nChanged 148
		SP:Iteration 7Q (106186.340000 sec): 3 clusters
  Score: Raw -584589.553539 + Penalty 2760.325832 = -581829.227707
  nChanged 165
		SP:Iteration 8Q (106186.420000 sec): 3 clusters
  Score: Raw -584682.614155 + Penalty 2760.325832 = -581922.288323
  nChanged 174
		SP:Iteration 9Q (106186.510000 sec): 3 clusters
  Score: Raw -584784.652386 + Penalty 2760.325832 = -582024.326555
  nChanged 171
		SP:Iteration 10Q (106186.600000 sec): 3 clusters
  Score: Raw -584894.399227 + Penalty 2760.325832 = -582134.073395
  nChanged 184
		SP:Iteration 11Q (106186.680000 sec): 3 clusters
  Score: Raw -585028.403744 + Penalty 2760.325832 = -582268.077912
  nChanged 167
		SP:Iteration 12Q (106186.770000 sec): 3 clusters
  Score: Raw -585147.900174 + Penalty 2760.325832 = -582387.574342
  nChanged 139
		SP:Iteration 13Q (106186.850000 sec): 3 clusters
  Score: Raw -585260.338919 + Penalty 2760.325832 = -582500.013087
  nChanged 124
		SP:Iteration 14Q (106186.940000 sec): 3 clusters
  Score: Raw -585376.007476 + Penalty 2760.325832 = -582615.681644
  nChanged 93
		SP:Iteration 15Q (106187.030000 sec): 3 clusters
  Score: Raw -585455.379901 + Penalty 2760.325832 = -582695.054069
  nChanged 63
		SP:Iteration 16Q (106187.110000 sec): 3 clusters
  Score: Raw -585514.517280 + Penalty 2760.325832 = -582754.191448
  nChanged 46
		SP:Iteration 17Q (106187.190000 sec): 3 clusters
  Score: Raw -585563.188685 + Penalty 2760.325832 = -582802.862853
  nChanged 34
		SP:Iteration 18Q (106187.270000 sec): 3 clusters
  Score: Raw -585598.622185 + Penalty 2760.325832 = -582838.296354
  nChanged 22
		SP:Iteration 19Q (106187.360000 sec): 3 clusters
  Score: Raw -585627.686509 + Penalty 2760.325832 = -582867.360677
  nChanged 18
		SP:Iteration 20F (106187.450000 sec): 3 clusters
  Score: Raw -585655.012019 + Penalty 2760.325832 = -582894.686188
  nChanged 17
		SP:Iteration 21Q (106187.530000 sec): 3 clusters
  Score: Raw -585685.738829 + Penalty 2760.325832 = -582925.412997
  nChanged 10
		SP:Iteration 22Q (106187.610000 sec): 3 clusters
  Score: Raw -585702.465580 + Penalty 2760.325832 = -582942.139749
  nChanged 8
		SP:Iteration 23Q (106187.690000 sec): 3 clusters
  Score: Raw -585714.439047 + Penalty 2760.325832 = -582954.113215
  nChanged 6
		SP:Iteration 24Q (106187.770000 sec): 3 clusters
  Score: Raw -585722.187011 + Penalty 2760.325832 = -582961.861179
  nChanged 5
		SP:Iteration 25Q (106187.860000 sec): 3 clusters
  Score: Raw -585727.127907 + Penalty 2760.325832 = -582966.802076
  nChanged 1
		SP:Iteration 26Q (106187.940000 sec): 3 clusters
  Score: Raw -585731.170477 + Penalty 2760.325832 = -582970.844645
  nChanged 3
		SP:Iteration 27Q (106188.020000 sec): 3 clusters
  Score: Raw -585738.567949 + Penalty 2760.325832 = -582978.242117
  nChanged 3
		SP:Iteration 28Q (106188.100000 sec): 3 clusters
  Score: Raw -585741.550812 + Penalty 2760.325832 = -582981.224980
  nChanged 3
		SP:Iteration 29Q (106188.190000 sec): 3 clusters
  Score: Raw -585745.640207 + Penalty 2760.325832 = -582985.314375
  nChanged 4
		SP:Iteration 30Q (106188.270000 sec): 3 clusters
  Score: Raw -585751.767691 + Penalty 2760.325832 = -582991.441859
  nChanged 2
		SP:Iteration 31Q (106188.350000 sec): 3 clusters
  Score: Raw -585753.046844 + Penalty 2760.325832 = -582992.721012
  nChanged 0
		SP:Iteration 32F (106188.440000 sec): 3 clusters
  Score: Raw -585753.046844 + Penalty 2760.325832 = -582992.721012
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 56 (6599 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106188.530000 sec): 2 clusters
  Score: Raw -740106.980406 + Penalty 1429.134428 = -738677.845979
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106188.680000 sec): 3 clusters
  Score: Raw -736464.482056 + Penalty 2858.268855 = -733606.213201
  nChanged 2803
		SP:Iteration 1F (106188.780000 sec): 3 clusters
  Score: Raw -738104.213500 + Penalty 2858.268855 = -735245.944645
  nChanged 526
		SP:Iteration 2F (106188.880000 sec): 3 clusters
  Score: Raw -738445.403563 + Penalty 2858.268855 = -735587.134708
  nChanged 437
		SP:Iteration 3F (106188.980000 sec): 3 clusters
  Score: Raw -738697.804561 + Penalty 2858.268855 = -735839.535705
  nChanged 362
		SP:Iteration 4F (106189.090000 sec): 3 clusters
  Score: Raw -738919.182142 + Penalty 2858.268855 = -736060.913287
  nChanged 344
		SP:Iteration 5F (106189.190000 sec): 3 clusters
  Score: Raw -739112.097013 + Penalty 2858.268855 = -736253.828158
  nChanged 315
		SP:Iteration 6Q (106189.290000 sec): 3 clusters
  Score: Raw -739284.724761 + Penalty 2858.268855 = -736426.455906
  nChanged 290
		SP:Iteration 7Q (106189.390000 sec): 3 clusters
  Score: Raw -739434.541566 + Penalty 2858.268855 = -736576.272711
  nChanged 250
		SP:Iteration 8Q (106189.500000 sec): 3 clusters
  Score: Raw -739553.037341 + Penalty 2858.268855 = -736694.768485
  nChanged 214
		SP:Iteration 9Q (106189.600000 sec): 3 clusters
  Score: Raw -739663.329918 + Penalty 2858.268855 = -736805.061062
  nChanged 204
		SP:Iteration 10Q (106189.700000 sec): 3 clusters
  Score: Raw -739766.714933 + Penalty 2858.268855 = -736908.446078
  nChanged 198
		SP:Iteration 11Q (106189.810000 sec): 3 clusters
  Score: Raw -739866.883954 + Penalty 2858.268855 = -737008.615099
  nChanged 195
		SP:Iteration 12Q (106189.910000 sec): 3 clusters
  Score: Raw -739966.323704 + Penalty 2858.268855 = -737108.054849
  nChanged 164
		SP:Iteration 13Q (106190.010000 sec): 3 clusters
  Score: Raw -740050.023901 + Penalty 2858.268855 = -737191.755046
  nChanged 146
		SP:Iteration 14Q (106190.110000 sec): 3 clusters
  Score: Raw -740128.192579 + Penalty 2858.268855 = -737269.923724
  nChanged 144
		SP:Iteration 15Q (106190.210000 sec): 3 clusters
  Score: Raw -740202.853910 + Penalty 2858.268855 = -737344.585055
  nChanged 138
		SP:Iteration 16Q (106190.320000 sec): 3 clusters
  Score: Raw -740277.183763 + Penalty 2858.268855 = -737418.914907
  nChanged 136
		SP:Iteration 17Q (106190.430000 sec): 3 clusters
  Score: Raw -740346.224998 + Penalty 2858.268855 = -737487.956143
  nChanged 127
		SP:Iteration 18Q (106190.540000 sec): 3 clusters
  Score: Raw -740408.907384 + Penalty 2858.268855 = -737550.638529
  nChanged 111
		SP:Iteration 19Q (106190.640000 sec): 3 clusters
  Score: Raw -740471.828772 + Penalty 2858.268855 = -737613.559917
  nChanged 94
		SP:Iteration 20F (106190.740000 sec): 3 clusters
  Score: Raw -740528.868303 + Penalty 2858.268855 = -737670.599448
  nChanged 75
		SP:Iteration 21Q (106190.840000 sec): 3 clusters
  Score: Raw -740577.842490 + Penalty 2858.268855 = -737719.573635
  nChanged 48
		SP:Iteration 22Q (106190.950000 sec): 3 clusters
  Score: Raw -740604.227261 + Penalty 2858.268855 = -737745.958405
  nChanged 41
		SP:Iteration 23Q (106191.050000 sec): 3 clusters
  Score: Raw -740630.831545 + Penalty 2858.268855 = -737772.562690
  nChanged 33
		SP:Iteration 24Q (106191.150000 sec): 3 clusters
  Score: Raw -740646.110404 + Penalty 2858.268855 = -737787.841549
  nChanged 21
		SP:Iteration 25Q (106191.250000 sec): 3 clusters
  Score: Raw -740656.690076 + Penalty 2858.268855 = -737798.421220
  nChanged 18
		SP:Iteration 26Q (106191.350000 sec): 3 clusters
  Score: Raw -740667.578688 + Penalty 2858.268855 = -737809.309833
  nChanged 26
		SP:Iteration 27Q (106191.450000 sec): 3 clusters
  Score: Raw -740681.759018 + Penalty 2858.268855 = -737823.490163
  nChanged 25
		SP:Iteration 28Q (106191.570000 sec): 3 clusters
  Score: Raw -740695.907047 + Penalty 2858.268855 = -737837.638191
  nChanged 23
		SP:Iteration 29Q (106191.680000 sec): 3 clusters
  Score: Raw -740708.813303 + Penalty 2858.268855 = -737850.544448
  nChanged 16
		SP:Iteration 30Q (106191.780000 sec): 3 clusters
  Score: Raw -740715.189821 + Penalty 2858.268855 = -737856.920966
  nChanged 9
		SP:Iteration 31Q (106191.880000 sec): 3 clusters
  Score: Raw -740721.216994 + Penalty 2858.268855 = -737862.948139
  nChanged 11
		SP:Iteration 32Q (106191.980000 sec): 3 clusters
  Score: Raw -740727.312747 + Penalty 2858.268855 = -737869.043891
  nChanged 13
		SP:Iteration 33Q (106192.080000 sec): 3 clusters
  Score: Raw -740733.069696 + Penalty 2858.268855 = -737874.800841
  nChanged 8
		SP:Iteration 34Q (106192.180000 sec): 3 clusters
  Score: Raw -740737.525738 + Penalty 2858.268855 = -737879.256882
  nChanged 9
		SP:Iteration 35Q (106192.280000 sec): 3 clusters
  Score: Raw -740741.778074 + Penalty 2858.268855 = -737883.509218
  nChanged 9
		SP:Iteration 36Q (106192.380000 sec): 3 clusters
  Score: Raw -740746.090541 + Penalty 2858.268855 = -737887.821686
  nChanged 6
		SP:Iteration 37Q (106192.480000 sec): 3 clusters
  Score: Raw -740749.568856 + Penalty 2858.268855 = -737891.300001
  nChanged 9
		SP:Iteration 38Q (106192.580000 sec): 3 clusters
  Score: Raw -740754.444862 + Penalty 2858.268855 = -737896.176007
  nChanged 9
		SP:Iteration 39Q (106192.670000 sec): 3 clusters
  Score: Raw -740760.998379 + Penalty 2858.268855 = -737902.729524
  nChanged 9
		SP:Iteration 40F (106192.780000 sec): 3 clusters
  Score: Raw -740766.978341 + Penalty 2858.268855 = -737908.709485
  nChanged 13
		SP:Iteration 41Q (106192.880000 sec): 3 clusters
  Score: Raw -740774.873702 + Penalty 2858.268855 = -737916.604847
  nChanged 6
		SP:Iteration 42Q (106192.970000 sec): 3 clusters
  Score: Raw -740778.158941 + Penalty 2858.268855 = -737919.890086
  nChanged 10
		SP:Iteration 43Q (106193.070000 sec): 3 clusters
  Score: Raw -740783.590107 + Penalty 2858.268855 = -737925.321252
  nChanged 6
		SP:Iteration 44Q (106193.170000 sec): 3 clusters
  Score: Raw -740785.940151 + Penalty 2858.268855 = -737927.671295
  nChanged 4
		SP:Iteration 45Q (106193.270000 sec): 3 clusters
  Score: Raw -740788.215382 + Penalty 2858.268855 = -737929.946526
  nChanged 4
		SP:Iteration 46Q (106193.370000 sec): 3 clusters
  Score: Raw -740790.520825 + Penalty 2858.268855 = -737932.251969
  nChanged 3
		SP:Iteration 47Q (106193.470000 sec): 3 clusters
  Score: Raw -740792.865249 + Penalty 2858.268855 = -737934.596394
  nChanged 1
		SP:Iteration 48Q (106193.570000 sec): 3 clusters
  Score: Raw -740793.120707 + Penalty 2858.268855 = -737934.851852
  nChanged 0
		SP:Iteration 49F (106193.670000 sec): 3 clusters
  Score: Raw -740793.120707 + Penalty 2858.268855 = -737934.851852
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 57 (3666 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106193.740000 sec): 2 clusters
  Score: Raw -442507.755426 + Penalty 1333.614170 = -441174.141256
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106193.810000 sec): 3 clusters
  Score: Raw -440681.223271 + Penalty 2667.228339 = -438013.994932
  nChanged 1469
		SP:Iteration 1F (106193.890000 sec): 3 clusters
  Score: Raw -441530.042749 + Penalty 2667.228339 = -438862.814410
  nChanged 289
		SP:Iteration 2F (106193.950000 sec): 3 clusters
  Score: Raw -441710.904561 + Penalty 2667.228339 = -439043.676222
  nChanged 205
		SP:Iteration 3F (106194.020000 sec): 3 clusters
  Score: Raw -441821.064887 + Penalty 2667.228339 = -439153.836548
  nChanged 143
		SP:Iteration 4Q (106194.090000 sec): 3 clusters
  Score: Raw -441891.006327 + Penalty 2667.228339 = -439223.777988
  nChanged 108
		SP:Iteration 5Q (106194.150000 sec): 3 clusters
  Score: Raw -441950.619154 + Penalty 2667.228339 = -439283.390815
  nChanged 110
		SP:Iteration 6Q (106194.220000 sec): 3 clusters
  Score: Raw -442013.105276 + Penalty 2667.228339 = -439345.876937
  nChanged 102
		SP:Iteration 7Q (106194.290000 sec): 3 clusters
  Score: Raw -442066.974435 + Penalty 2667.228339 = -439399.746095
  nChanged 94
		SP:Iteration 8Q (106194.350000 sec): 3 clusters
  Score: Raw -442110.464723 + Penalty 2667.228339 = -439443.236384
  nChanged 95
		SP:Iteration 9Q (106194.420000 sec): 3 clusters
  Score: Raw -442159.028631 + Penalty 2667.228339 = -439491.800292
  nChanged 86
		SP:Iteration 10Q (106194.490000 sec): 3 clusters
  Score: Raw -442208.149499 + Penalty 2667.228339 = -439540.921160
  nChanged 86
		SP:Iteration 11Q (106194.550000 sec): 3 clusters
  Score: Raw -442249.065002 + Penalty 2667.228339 = -439581.836663
  nChanged 72
		SP:Iteration 12Q (106194.620000 sec): 3 clusters
  Score: Raw -442279.812907 + Penalty 2667.228339 = -439612.584568
  nChanged 67
		SP:Iteration 13Q (106194.680000 sec): 3 clusters
  Score: Raw -442305.210379 + Penalty 2667.228339 = -439637.982040
  nChanged 53
		SP:Iteration 14Q (106194.750000 sec): 3 clusters
  Score: Raw -442325.753365 + Penalty 2667.228339 = -439658.525026
  nChanged 44
		SP:Iteration 15Q (106194.810000 sec): 3 clusters
  Score: Raw -442342.794468 + Penalty 2667.228339 = -439675.566129
  nChanged 48
		SP:Iteration 16Q (106194.880000 sec): 3 clusters
  Score: Raw -442357.685781 + Penalty 2667.228339 = -439690.457442
  nChanged 36
		SP:Iteration 17Q (106194.950000 sec): 3 clusters
  Score: Raw -442371.635714 + Penalty 2667.228339 = -439704.407375
  nChanged 45
		SP:Iteration 18Q (106195.010000 sec): 3 clusters
  Score: Raw -442388.515277 + Penalty 2667.228339 = -439721.286937
  nChanged 39
		SP:Iteration 19Q (106195.080000 sec): 3 clusters
  Score: Raw -442402.565342 + Penalty 2667.228339 = -439735.337003
  nChanged 30
		SP:Iteration 20F (106195.140000 sec): 3 clusters
  Score: Raw -442410.809369 + Penalty 2667.228339 = -439743.581029
  nChanged 24
		SP:Iteration 21Q (106195.210000 sec): 3 clusters
  Score: Raw -442416.998563 + Penalty 2667.228339 = -439749.770223
  nChanged 25
		SP:Iteration 22Q (106195.270000 sec): 3 clusters
  Score: Raw -442423.082864 + Penalty 2667.228339 = -439755.854525
  nChanged 28
		SP:Iteration 23Q (106195.340000 sec): 3 clusters
  Score: Raw -442430.090740 + Penalty 2667.228339 = -439762.862400
  nChanged 27
		SP:Iteration 24Q (106195.410000 sec): 3 clusters
  Score: Raw -442439.572252 + Penalty 2667.228339 = -439772.343912
  nChanged 26
		SP:Iteration 25Q (106195.470000 sec): 3 clusters
  Score: Raw -442448.554548 + Penalty 2667.228339 = -439781.326209
  nChanged 41
		SP:Iteration 26Q (106195.530000 sec): 3 clusters
  Score: Raw -442463.664442 + Penalty 2667.228339 = -439796.436102
  nChanged 36
		SP:Iteration 27Q (106195.600000 sec): 3 clusters
  Score: Raw -442474.697859 + Penalty 2667.228339 = -439807.469520
  nChanged 39
		SP:Iteration 28Q (106195.670000 sec): 3 clusters
  Score: Raw -442488.374157 + Penalty 2667.228339 = -439821.145818
  nChanged 52
		SP:Iteration 29Q (106195.730000 sec): 3 clusters
  Score: Raw -442505.898047 + Penalty 2667.228339 = -439838.669708
  nChanged 54
		SP:Iteration 30Q (106195.800000 sec): 3 clusters
  Score: Raw -442527.837566 + Penalty 2667.228339 = -439860.609227
  nChanged 57
		SP:Iteration 31Q (106195.860000 sec): 3 clusters
  Score: Raw -442556.731640 + Penalty 2667.228339 = -439889.503301
  nChanged 74
		SP:Iteration 32Q (106195.930000 sec): 3 clusters
  Score: Raw -442590.451307 + Penalty 2667.228339 = -439923.222968
  nChanged 57
		SP:Iteration 33Q (106195.990000 sec): 3 clusters
  Score: Raw -442616.514413 + Penalty 2667.228339 = -439949.286073
  nChanged 53
		SP:Iteration 34Q (106196.060000 sec): 3 clusters
  Score: Raw -442643.993250 + Penalty 2667.228339 = -439976.764910
  nChanged 53
		SP:Iteration 35Q (106196.130000 sec): 3 clusters
  Score: Raw -442672.362571 + Penalty 2667.228339 = -440005.134232
  nChanged 44
		SP:Iteration 36Q (106196.190000 sec): 3 clusters
  Score: Raw -442700.545852 + Penalty 2667.228339 = -440033.317513
  nChanged 52
		SP:Iteration 37Q (106196.250000 sec): 3 clusters
  Score: Raw -442736.449136 + Penalty 2667.228339 = -440069.220797
  nChanged 41
		SP:Iteration 38Q (106196.320000 sec): 3 clusters
  Score: Raw -442762.544711 + Penalty 2667.228339 = -440095.316372
  nChanged 28
		SP:Iteration 39Q (106196.380000 sec): 3 clusters
  Score: Raw -442778.475115 + Penalty 2667.228339 = -440111.246776
  nChanged 20
		SP:Iteration 40F (106196.450000 sec): 3 clusters
  Score: Raw -442789.243996 + Penalty 2667.228339 = -440122.015656
  nChanged 13
		SP:Iteration 41Q (106196.510000 sec): 3 clusters
  Score: Raw -442797.416281 + Penalty 2667.228339 = -440130.187942
  nChanged 12
		SP:Iteration 42Q (106196.580000 sec): 3 clusters
  Score: Raw -442802.172304 + Penalty 2667.228339 = -440134.943965
  nChanged 7
		SP:Iteration 43Q (106196.650000 sec): 3 clusters
  Score: Raw -442805.430241 + Penalty 2667.228339 = -440138.201901
  nChanged 9
		SP:Iteration 44Q (106196.710000 sec): 3 clusters
  Score: Raw -442809.738990 + Penalty 2667.228339 = -440142.510650
  nChanged 6
		SP:Iteration 45Q (106196.770000 sec): 3 clusters
  Score: Raw -442813.191768 + Penalty 2667.228339 = -440145.963429
  nChanged 3
		SP:Iteration 46Q (106196.840000 sec): 3 clusters
  Score: Raw -442814.918739 + Penalty 2667.228339 = -440147.690400
  nChanged 1
		SP:Iteration 47Q (106196.900000 sec): 3 clusters
  Score: Raw -442815.304459 + Penalty 2667.228339 = -440148.076120
  nChanged 3
		SP:Iteration 48Q (106196.970000 sec): 3 clusters
  Score: Raw -442816.555995 + Penalty 2667.228339 = -440149.327656
  nChanged 3
		SP:Iteration 49Q (106197.030000 sec): 3 clusters
  Score: Raw -442817.903912 + Penalty 2667.228339 = -440150.675573
  nChanged 3
		SP:Iteration 50Q (106197.090000 sec): 3 clusters
  Score: Raw -442820.657062 + Penalty 2667.228339 = -440153.428723
  nChanged 3
		SP:Iteration 51Q (106197.160000 sec): 3 clusters
  Score: Raw -442822.870913 + Penalty 2667.228339 = -440155.642573
  nChanged 4
		SP:Iteration 52Q (106197.220000 sec): 3 clusters
  Score: Raw -442824.851330 + Penalty 2667.228339 = -440157.622991
  nChanged 3
		SP:Iteration 53Q (106197.290000 sec): 3 clusters
  Score: Raw -442826.099562 + Penalty 2667.228339 = -440158.871223
  nChanged 1
		SP:Iteration 54Q (106197.350000 sec): 3 clusters
  Score: Raw -442826.809673 + Penalty 2667.228339 = -440159.581334
  nChanged 2
		SP:Iteration 55Q (106197.410000 sec): 3 clusters
  Score: Raw -442827.478992 + Penalty 2667.228339 = -440160.250652
  nChanged 1
		SP:Iteration 56Q (106197.480000 sec): 3 clusters
  Score: Raw -442828.256849 + Penalty 2667.228339 = -440161.028509
  nChanged 1
		SP:Iteration 57Q (106197.540000 sec): 3 clusters
  Score: Raw -442828.930069 + Penalty 2667.228339 = -440161.701730
  nChanged 0
		SP:Iteration 58F (106197.610000 sec): 3 clusters
  Score: Raw -442828.930069 + Penalty 2667.228339 = -440161.701730
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 58 (8804 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106197.710000 sec): 2 clusters
  Score: Raw -1122081.052192 + Penalty 1475.981234 = -1120605.070958
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106197.860000 sec): 3 clusters
  Score: Raw -1117227.855373 + Penalty 2951.962469 = -1114275.892904
  nChanged 3684
		SP:Iteration 1F (106197.980000 sec): 3 clusters
  Score: Raw -1119156.202840 + Penalty 2951.962469 = -1116204.240371
  nChanged 592
		SP:Iteration 2F (106198.110000 sec): 3 clusters
  Score: Raw -1119459.390714 + Penalty 2951.962469 = -1116507.428245
  nChanged 544
		SP:Iteration 3F (106198.240000 sec): 3 clusters
  Score: Raw -1119715.707319 + Penalty 2951.962469 = -1116763.744851
  nChanged 459
		SP:Iteration 4F (106198.380000 sec): 3 clusters
  Score: Raw -1119930.625368 + Penalty 2951.962469 = -1116978.662899
  nChanged 428
		SP:Iteration 5Q (106198.510000 sec): 3 clusters
  Score: Raw -1120122.707675 + Penalty 2951.962469 = -1117170.745206
  nChanged 373
		SP:Iteration 6Q (106198.650000 sec): 3 clusters
  Score: Raw -1120295.597546 + Penalty 2951.962469 = -1117343.635077
  nChanged 349
		SP:Iteration 7Q (106198.790000 sec): 3 clusters
  Score: Raw -1120451.823733 + Penalty 2951.962469 = -1117499.861264
  nChanged 286
		SP:Iteration 8Q (106198.910000 sec): 3 clusters
  Score: Raw -1120579.667550 + Penalty 2951.962469 = -1117627.705082
  nChanged 252
		SP:Iteration 9Q (106199.040000 sec): 3 clusters
  Score: Raw -1120689.138009 + Penalty 2951.962469 = -1117737.175541
  nChanged 251
		SP:Iteration 10Q (106199.170000 sec): 3 clusters
  Score: Raw -1120808.674100 + Penalty 2951.962469 = -1117856.711631
  nChanged 230
		SP:Iteration 11Q (106199.310000 sec): 3 clusters
  Score: Raw -1120927.345379 + Penalty 2951.962469 = -1117975.382910
  nChanged 262
		SP:Iteration 12Q (106199.450000 sec): 3 clusters
  Score: Raw -1121069.857706 + Penalty 2951.962469 = -1118117.895237
  nChanged 224
		SP:Iteration 13Q (106199.590000 sec): 3 clusters
  Score: Raw -1121201.925574 + Penalty 2951.962469 = -1118249.963105
  nChanged 235
		SP:Iteration 14Q (106199.720000 sec): 3 clusters
  Score: Raw -1121353.885915 + Penalty 2951.962469 = -1118401.923446
  nChanged 222
		SP:Iteration 15Q (106199.850000 sec): 3 clusters
  Score: Raw -1121497.095841 + Penalty 2951.962469 = -1118545.133372
  nChanged 220
		SP:Iteration 16Q (106199.980000 sec): 3 clusters
  Score: Raw -1121647.975618 + Penalty 2951.962469 = -1118696.013149
  nChanged 162
		SP:Iteration 17Q (106200.110000 sec): 3 clusters
  Score: Raw -1121763.621847 + Penalty 2951.962469 = -1118811.659378
  nChanged 136
		SP:Iteration 18Q (106200.250000 sec): 3 clusters
  Score: Raw -1121877.516244 + Penalty 2951.962469 = -1118925.553775
  nChanged 113
		SP:Iteration 19Q (106200.380000 sec): 3 clusters
  Score: Raw -1121963.102960 + Penalty 2951.962469 = -1119011.140491
  nChanged 87
		SP:Iteration 20F (106200.510000 sec): 3 clusters
  Score: Raw -1122034.359123 + Penalty 2951.962469 = -1119082.396654
  nChanged 63
		SP:Iteration 21Q (106200.640000 sec): 3 clusters
  Score: Raw -1122089.387654 + Penalty 2951.962469 = -1119137.425185
  nChanged 45
		SP:Iteration 22Q (106200.770000 sec): 3 clusters
  Score: Raw -1122130.333828 + Penalty 2951.962469 = -1119178.371359
  nChanged 33
		SP:Iteration 23Q (106200.900000 sec): 3 clusters
  Score: Raw -1122161.762526 + Penalty 2951.962469 = -1119209.800057
  nChanged 22
		SP:Iteration 24Q (106201.030000 sec): 3 clusters
  Score: Raw -1122186.203774 + Penalty 2951.962469 = -1119234.241305
  nChanged 16
		SP:Iteration 25Q (106201.150000 sec): 3 clusters
  Score: Raw -1122205.736629 + Penalty 2951.962469 = -1119253.774160
  nChanged 15
		SP:Iteration 26Q (106201.270000 sec): 3 clusters
  Score: Raw -1122220.958059 + Penalty 2951.962469 = -1119268.995590
  nChanged 18
		SP:Iteration 27Q (106201.400000 sec): 3 clusters
  Score: Raw -1122242.816091 + Penalty 2951.962469 = -1119290.853622
  nChanged 11
		SP:Iteration 28Q (106201.530000 sec): 3 clusters
  Score: Raw -1122256.124559 + Penalty 2951.962469 = -1119304.162090
  nChanged 11
		SP:Iteration 29Q (106201.660000 sec): 3 clusters
  Score: Raw -1122266.829187 + Penalty 2951.962469 = -1119314.866718
  nChanged 7
		SP:Iteration 30Q (106201.790000 sec): 3 clusters
  Score: Raw -1122272.758202 + Penalty 2951.962469 = -1119320.795733
  nChanged 2
		SP:Iteration 31Q (106201.920000 sec): 3 clusters
  Score: Raw -1122274.180417 + Penalty 2951.962469 = -1119322.217948
  nChanged 2
		SP:Iteration 32Q (106202.050000 sec): 3 clusters
  Score: Raw -1122274.921377 + Penalty 2951.962469 = -1119322.958909
  nChanged 1
		SP:Iteration 33Q (106202.180000 sec): 3 clusters
  Score: Raw -1122275.788263 + Penalty 2951.962469 = -1119323.825795
  nChanged 0
		SP:Iteration 34F (106202.320000 sec): 3 clusters
  Score: Raw -1122275.788263 + Penalty 2951.962469 = -1119323.825795
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 59 (4225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106202.420000 sec): 2 clusters
  Score: Raw -475614.145226 + Penalty 1356.675863 = -474257.469364
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106202.500000 sec): 3 clusters
  Score: Raw -473480.785891 + Penalty 2713.351725 = -470767.434166
  nChanged 1708
		SP:Iteration 1F (106202.580000 sec): 3 clusters
  Score: Raw -474468.436216 + Penalty 2713.351725 = -471755.084490
  nChanged 347
		SP:Iteration 2F (106202.660000 sec): 3 clusters
  Score: Raw -474726.780662 + Penalty 2713.351725 = -472013.428937
  nChanged 296
		SP:Iteration 3F (106202.740000 sec): 3 clusters
  Score: Raw -474945.920723 + Penalty 2713.351725 = -472232.568998
  nChanged 255
		SP:Iteration 4F (106202.820000 sec): 3 clusters
  Score: Raw -475170.217840 + Penalty 2713.351725 = -472456.866115
  nChanged 238
		SP:Iteration 5F (106202.900000 sec): 3 clusters
  Score: Raw -475374.105945 + Penalty 2713.351725 = -472660.754219
  nChanged 215
		SP:Iteration 6F (106202.980000 sec): 3 clusters
  Score: Raw -475538.898960 + Penalty 2713.351725 = -472825.547234
  nChanged 186
		SP:Iteration 7Q (106203.060000 sec): 3 clusters
  Score: Raw -475660.033937 + Penalty 2713.351725 = -472946.682211
  nChanged 159
		SP:Iteration 8Q (106203.140000 sec): 3 clusters
  Score: Raw -475760.260184 + Penalty 2713.351725 = -473046.908458
  nChanged 117
		SP:Iteration 9Q (106203.220000 sec): 3 clusters
  Score: Raw -475824.410624 + Penalty 2713.351725 = -473111.058898
  nChanged 79
		SP:Iteration 10Q (106203.300000 sec): 3 clusters
  Score: Raw -475866.733860 + Penalty 2713.351725 = -473153.382135
  nChanged 68
		SP:Iteration 11Q (106203.380000 sec): 3 clusters
  Score: Raw -475893.974770 + Penalty 2713.351725 = -473180.623044
  nChanged 43
		SP:Iteration 12Q (106203.460000 sec): 3 clusters
  Score: Raw -475910.053098 + Penalty 2713.351725 = -473196.701373
  nChanged 26
		SP:Iteration 13Q (106203.540000 sec): 3 clusters
  Score: Raw -475920.728498 + Penalty 2713.351725 = -473207.376773
  nChanged 22
		SP:Iteration 14Q (106203.620000 sec): 3 clusters
  Score: Raw -475931.258695 + Penalty 2713.351725 = -473217.906970
  nChanged 31
		SP:Iteration 15Q (106203.700000 sec): 3 clusters
  Score: Raw -475940.162998 + Penalty 2713.351725 = -473226.811273
  nChanged 16
		SP:Iteration 16Q (106203.780000 sec): 3 clusters
  Score: Raw -475946.795473 + Penalty 2713.351725 = -473233.443747
  nChanged 18
		SP:Iteration 17Q (106203.860000 sec): 3 clusters
  Score: Raw -475951.446462 + Penalty 2713.351725 = -473238.094737
  nChanged 10
		SP:Iteration 18Q (106203.940000 sec): 3 clusters
  Score: Raw -475955.266381 + Penalty 2713.351725 = -473241.914655
  nChanged 10
		SP:Iteration 19Q (106204.020000 sec): 3 clusters
  Score: Raw -475959.089729 + Penalty 2713.351725 = -473245.738004
  nChanged 11
		SP:Iteration 20F (106204.100000 sec): 3 clusters
  Score: Raw -475961.826835 + Penalty 2713.351725 = -473248.475110
  nChanged 11
		SP:Iteration 21Q (106204.180000 sec): 3 clusters
  Score: Raw -475964.330486 + Penalty 2713.351725 = -473250.978760
  nChanged 9
		SP:Iteration 22Q (106204.260000 sec): 3 clusters
  Score: Raw -475966.545271 + Penalty 2713.351725 = -473253.193545
  nChanged 4
		SP:Iteration 23Q (106204.330000 sec): 3 clusters
  Score: Raw -475967.300523 + Penalty 2713.351725 = -473253.948798
  nChanged 3
		SP:Iteration 24Q (106204.410000 sec): 3 clusters
  Score: Raw -475968.102152 + Penalty 2713.351725 = -473254.750427
  nChanged 2
		SP:Iteration 25Q (106204.490000 sec): 3 clusters
  Score: Raw -475968.867406 + Penalty 2713.351725 = -473255.515681
  nChanged 3
		SP:Iteration 26Q (106204.570000 sec): 3 clusters
  Score: Raw -475969.704256 + Penalty 2713.351725 = -473256.352531
  nChanged 5
		SP:Iteration 27Q (106204.650000 sec): 3 clusters
  Score: Raw -475971.553884 + Penalty 2713.351725 = -473258.202159
  nChanged 6
		SP:Iteration 28Q (106204.730000 sec): 3 clusters
  Score: Raw -475974.540158 + Penalty 2713.351725 = -473261.188432
  nChanged 6
		SP:Iteration 29Q (106204.800000 sec): 3 clusters
  Score: Raw -475976.536721 + Penalty 2713.351725 = -473263.184996
  nChanged 4
		SP:Iteration 30Q (106204.880000 sec): 3 clusters
  Score: Raw -475977.803102 + Penalty 2713.351725 = -473264.451376
  nChanged 7
		SP:Iteration 31Q (106204.960000 sec): 3 clusters
  Score: Raw -475979.644063 + Penalty 2713.351725 = -473266.292337
  nChanged 3
		SP:Iteration 32Q (106205.040000 sec): 3 clusters
  Score: Raw -475980.209165 + Penalty 2713.351725 = -473266.857439
  nChanged 1
		SP:Iteration 33Q (106205.120000 sec): 3 clusters
  Score: Raw -475980.466577 + Penalty 2713.351725 = -473267.114852
  nChanged 1
		SP:Iteration 34Q (106205.200000 sec): 3 clusters
  Score: Raw -475980.765325 + Penalty 2713.351725 = -473267.413599
  nChanged 2
		SP:Iteration 35Q (106205.280000 sec): 3 clusters
  Score: Raw -475981.525482 + Penalty 2713.351725 = -473268.173756
  nChanged 3
		SP:Iteration 36Q (106205.360000 sec): 3 clusters
  Score: Raw -475982.344494 + Penalty 2713.351725 = -473268.992769
  nChanged 2
		SP:Iteration 37Q (106205.430000 sec): 3 clusters
  Score: Raw -475982.533232 + Penalty 2713.351725 = -473269.181506
  nChanged 0
		SP:Iteration 38F (106205.510000 sec): 3 clusters
  Score: Raw -475982.533232 + Penalty 2713.351725 = -473269.181506
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 60 (611 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106205.570000 sec): 2 clusters
  Score: Raw -70162.801594 + Penalty 1042.453256 = -69120.348338
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106205.580000 sec): 3 clusters
  Score: Raw -70041.372595 + Penalty 2084.906512 = -67956.466083
  nChanged 142
		SP:Iteration 1F (106205.600000 sec): 3 clusters
  Score: Raw -70214.056551 + Penalty 2084.906512 = -68129.150039
  nChanged 45
		SP:Iteration 2F (106205.610000 sec): 3 clusters
  Score: Raw -70278.879786 + Penalty 2084.906512 = -68193.973274
  nChanged 25
		SP:Iteration 3Q (106205.620000 sec): 3 clusters
  Score: Raw -70313.173197 + Penalty 2084.906512 = -68228.266686
  nChanged 17
		SP:Iteration 4Q (106205.630000 sec): 3 clusters
  Score: Raw -70339.897688 + Penalty 2084.906512 = -68254.991177
  nChanged 3
		SP:Iteration 5Q (106205.640000 sec): 3 clusters
  Score: Raw -70345.468861 + Penalty 2084.906512 = -68260.562350
  nChanged 2
		SP:Iteration 6Q (106205.660000 sec): 3 clusters
  Score: Raw -70348.503043 + Penalty 2084.906512 = -68263.596532
  nChanged 2
		SP:Iteration 7Q (106205.670000 sec): 3 clusters
  Score: Raw -70358.410313 + Penalty 2084.906512 = -68273.503801
  nChanged 0
		SP:Iteration 8F (106205.680000 sec): 3 clusters
  Score: Raw -70358.410313 + Penalty 2084.906512 = -68273.503801
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 61 (6508 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106205.770000 sec): 2 clusters
  Score: Raw -770934.909912 + Penalty 1426.877964 = -769508.031948
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106205.900000 sec): 3 clusters
  Score: Raw -767443.429651 + Penalty 2853.755927 = -764589.673724
  nChanged 2727
		SP:Iteration 1F (106206.010000 sec): 3 clusters
  Score: Raw -769015.232542 + Penalty 2853.755927 = -766161.476615
  nChanged 478
		SP:Iteration 2F (106206.120000 sec): 3 clusters
  Score: Raw -769249.641216 + Penalty 2853.755927 = -766395.885289
  nChanged 325
		SP:Iteration 3Q (106206.220000 sec): 3 clusters
  Score: Raw -769386.694588 + Penalty 2853.755927 = -766532.938660
  nChanged 254
		SP:Iteration 4Q (106206.320000 sec): 3 clusters
  Score: Raw -769497.777961 + Penalty 2853.755927 = -766644.022034
  nChanged 235
		SP:Iteration 5Q (106206.420000 sec): 3 clusters
  Score: Raw -769599.595586 + Penalty 2853.755927 = -766745.839659
  nChanged 203
		SP:Iteration 6Q (106206.520000 sec): 3 clusters
  Score: Raw -769711.040907 + Penalty 2853.755927 = -766857.284980
  nChanged 228
		SP:Iteration 7Q (106206.620000 sec): 3 clusters
  Score: Raw -769826.595066 + Penalty 2853.755927 = -766972.839139
  nChanged 230
		SP:Iteration 8Q (106206.730000 sec): 3 clusters
  Score: Raw -769945.900709 + Penalty 2853.755927 = -767092.144782
  nChanged 223
		SP:Iteration 9Q (106206.840000 sec): 3 clusters
  Score: Raw -770056.215967 + Penalty 2853.755927 = -767202.460040
  nChanged 202
		SP:Iteration 10Q (106206.940000 sec): 3 clusters
  Score: Raw -770159.157833 + Penalty 2853.755927 = -767305.401906
  nChanged 173
		SP:Iteration 11Q (106207.040000 sec): 3 clusters
  Score: Raw -770248.603945 + Penalty 2853.755927 = -767394.848018
  nChanged 152
		SP:Iteration 12Q (106207.150000 sec): 3 clusters
  Score: Raw -770328.258532 + Penalty 2853.755927 = -767474.502605
  nChanged 174
		SP:Iteration 13Q (106207.250000 sec): 3 clusters
  Score: Raw -770407.879621 + Penalty 2853.755927 = -767554.123694
  nChanged 156
		SP:Iteration 14Q (106207.350000 sec): 3 clusters
  Score: Raw -770483.945547 + Penalty 2853.755927 = -767630.189620
  nChanged 161
		SP:Iteration 15Q (106207.450000 sec): 3 clusters
  Score: Raw -770547.615544 + Penalty 2853.755927 = -767693.859617
  nChanged 121
		SP:Iteration 16Q (106207.550000 sec): 3 clusters
  Score: Raw -770586.851450 + Penalty 2853.755927 = -767733.095523
  nChanged 107
		SP:Iteration 17Q (106207.650000 sec): 3 clusters
  Score: Raw -770625.273697 + Penalty 2853.755927 = -767771.517770
  nChanged 105
		SP:Iteration 18Q (106207.760000 sec): 3 clusters
  Score: Raw -770659.288903 + Penalty 2853.755927 = -767805.532975
  nChanged 94
		SP:Iteration 19Q (106207.860000 sec): 3 clusters
  Score: Raw -770693.059560 + Penalty 2853.755927 = -767839.303633
  nChanged 78
		SP:Iteration 20F (106207.970000 sec): 3 clusters
  Score: Raw -770713.793911 + Penalty 2853.755927 = -767860.037983
  nChanged 69
		SP:Iteration 21Q (106208.070000 sec): 3 clusters
  Score: Raw -770732.083817 + Penalty 2853.755927 = -767878.327890
  nChanged 58
		SP:Iteration 22Q (106208.170000 sec): 3 clusters
  Score: Raw -770749.415834 + Penalty 2853.755927 = -767895.659907
  nChanged 64
		SP:Iteration 23Q (106208.280000 sec): 3 clusters
  Score: Raw -770766.062543 + Penalty 2853.755927 = -767912.306616
  nChanged 42
		SP:Iteration 24Q (106208.380000 sec): 3 clusters
  Score: Raw -770775.986617 + Penalty 2853.755927 = -767922.230690
  nChanged 29
		SP:Iteration 25Q (106208.480000 sec): 3 clusters
  Score: Raw -770784.965467 + Penalty 2853.755927 = -767931.209540
  nChanged 32
		SP:Iteration 26Q (106208.580000 sec): 3 clusters
  Score: Raw -770793.199805 + Penalty 2853.755927 = -767939.443878
  nChanged 29
		SP:Iteration 27Q (106208.680000 sec): 3 clusters
  Score: Raw -770798.272391 + Penalty 2853.755927 = -767944.516464
  nChanged 27
		SP:Iteration 28Q (106208.780000 sec): 3 clusters
  Score: Raw -770804.679075 + Penalty 2853.755927 = -767950.923148
  nChanged 26
		SP:Iteration 29Q (106208.880000 sec): 3 clusters
  Score: Raw -770809.830315 + Penalty 2853.755927 = -767956.074388
  nChanged 25
		SP:Iteration 30Q (106208.980000 sec): 3 clusters
  Score: Raw -770815.541378 + Penalty 2853.755927 = -767961.785451
  nChanged 31
		SP:Iteration 31Q (106209.090000 sec): 3 clusters
  Score: Raw -770824.226359 + Penalty 2853.755927 = -767970.470432
  nChanged 30
		SP:Iteration 32Q (106209.190000 sec): 3 clusters
  Score: Raw -770831.893478 + Penalty 2853.755927 = -767978.137550
  nChanged 32
		SP:Iteration 33Q (106209.300000 sec): 3 clusters
  Score: Raw -770839.223335 + Penalty 2853.755927 = -767985.467408
  nChanged 32
		SP:Iteration 34Q (106209.400000 sec): 3 clusters
  Score: Raw -770846.114012 + Penalty 2853.755927 = -767992.358085
  nChanged 30
		SP:Iteration 35Q (106209.500000 sec): 3 clusters
  Score: Raw -770853.076938 + Penalty 2853.755927 = -767999.321011
  nChanged 28
		SP:Iteration 36Q (106209.600000 sec): 3 clusters
  Score: Raw -770859.728622 + Penalty 2853.755927 = -768005.972695
  nChanged 32
		SP:Iteration 37Q (106209.700000 sec): 3 clusters
  Score: Raw -770868.757030 + Penalty 2853.755927 = -768015.001103
  nChanged 33
		SP:Iteration 38Q (106209.800000 sec): 3 clusters
  Score: Raw -770878.911733 + Penalty 2853.755927 = -768025.155806
  nChanged 43
		SP:Iteration 39Q (106209.900000 sec): 3 clusters
  Score: Raw -770894.528601 + Penalty 2853.755927 = -768040.772674
  nChanged 48
		SP:Iteration 40F (106210.000000 sec): 3 clusters
  Score: Raw -770914.255914 + Penalty 2853.755927 = -768060.499987
  nChanged 40
		SP:Iteration 41Q (106210.110000 sec): 3 clusters
  Score: Raw -770931.272853 + Penalty 2853.755927 = -768077.516925
  nChanged 45
		SP:Iteration 42Q (106210.220000 sec): 3 clusters
  Score: Raw -770949.254844 + Penalty 2853.755927 = -768095.498917
  nChanged 42
		SP:Iteration 43Q (106210.320000 sec): 3 clusters
  Score: Raw -770962.612713 + Penalty 2853.755927 = -768108.856786
  nChanged 40
		SP:Iteration 44Q (106210.420000 sec): 3 clusters
  Score: Raw -770975.046538 + Penalty 2853.755927 = -768121.290611
  nChanged 41
		SP:Iteration 45Q (106210.520000 sec): 3 clusters
  Score: Raw -770990.611774 + Penalty 2853.755927 = -768136.855847
  nChanged 40
		SP:Iteration 46Q (106210.620000 sec): 3 clusters
  Score: Raw -771004.754264 + Penalty 2853.755927 = -768150.998337
  nChanged 42
		SP:Iteration 47Q (106210.720000 sec): 3 clusters
  Score: Raw -771019.838640 + Penalty 2853.755927 = -768166.082712
  nChanged 36
		SP:Iteration 48Q (106210.820000 sec): 3 clusters
  Score: Raw -771031.224671 + Penalty 2853.755927 = -768177.468743
  nChanged 29
		SP:Iteration 49Q (106210.920000 sec): 3 clusters
  Score: Raw -771042.552193 + Penalty 2853.755927 = -768188.796266
  nChanged 36
		SP:Iteration 50Q (106211.020000 sec): 3 clusters
  Score: Raw -771056.226983 + Penalty 2853.755927 = -768202.471055
  nChanged 50
		SP:Iteration 51Q (106211.120000 sec): 3 clusters
  Score: Raw -771073.422996 + Penalty 2853.755927 = -768219.667069
  nChanged 38
		SP:Iteration 52Q (106211.220000 sec): 3 clusters
  Score: Raw -771086.371245 + Penalty 2853.755927 = -768232.615318
  nChanged 34
		SP:Iteration 53Q (106211.330000 sec): 3 clusters
  Score: Raw -771100.425172 + Penalty 2853.755927 = -768246.669245
  nChanged 30
		SP:Iteration 54Q (106211.430000 sec): 3 clusters
  Score: Raw -771110.641272 + Penalty 2853.755927 = -768256.885344
  nChanged 24
		SP:Iteration 55Q (106211.520000 sec): 3 clusters
  Score: Raw -771117.404278 + Penalty 2853.755927 = -768263.648351
  nChanged 14
		SP:Iteration 56Q (106211.620000 sec): 3 clusters
  Score: Raw -771121.397340 + Penalty 2853.755927 = -768267.641412
  nChanged 16
		SP:Iteration 57Q (106211.720000 sec): 3 clusters
  Score: Raw -771125.708846 + Penalty 2853.755927 = -768271.952919
  nChanged 17
		SP:Iteration 58Q (106211.840000 sec): 3 clusters
  Score: Raw -771129.478261 + Penalty 2853.755927 = -768275.722334
  nChanged 13
		SP:Iteration 59Q (106211.930000 sec): 3 clusters
  Score: Raw -771131.897074 + Penalty 2853.755927 = -768278.141147
  nChanged 14
		SP:Iteration 60F (106212.040000 sec): 3 clusters
  Score: Raw -771135.325004 + Penalty 2853.755927 = -768281.569077
  nChanged 14
		SP:Iteration 61Q (106212.140000 sec): 3 clusters
  Score: Raw -771139.013360 + Penalty 2853.755927 = -768285.257433
  nChanged 14
		SP:Iteration 62Q (106212.240000 sec): 3 clusters
  Score: Raw -771141.891773 + Penalty 2853.755927 = -768288.135846
  nChanged 14
		SP:Iteration 63Q (106212.340000 sec): 3 clusters
  Score: Raw -771145.175628 + Penalty 2853.755927 = -768291.419700
  nChanged 10
		SP:Iteration 64Q (106212.440000 sec): 3 clusters
  Score: Raw -771147.236780 + Penalty 2853.755927 = -768293.480853
  nChanged 11
		SP:Iteration 65Q (106212.540000 sec): 3 clusters
  Score: Raw -771149.316654 + Penalty 2853.755927 = -768295.560727
  nChanged 11
		SP:Iteration 66Q (106212.630000 sec): 3 clusters
  Score: Raw -771151.736769 + Penalty 2853.755927 = -768297.980842
  nChanged 7
		SP:Iteration 67Q (106212.730000 sec): 3 clusters
  Score: Raw -771153.163682 + Penalty 2853.755927 = -768299.407755
  nChanged 5
		SP:Iteration 68Q (106212.830000 sec): 3 clusters
  Score: Raw -771154.598640 + Penalty 2853.755927 = -768300.842713
  nChanged 7
		SP:Iteration 69Q (106212.930000 sec): 3 clusters
  Score: Raw -771155.837915 + Penalty 2853.755927 = -768302.081987
  nChanged 7
		SP:Iteration 70Q (106213.030000 sec): 3 clusters
  Score: Raw -771157.017587 + Penalty 2853.755927 = -768303.261660
  nChanged 8
		SP:Iteration 71Q (106213.130000 sec): 3 clusters
  Score: Raw -771159.381614 + Penalty 2853.755927 = -768305.625687
  nChanged 14
		SP:Iteration 72Q (106213.230000 sec): 3 clusters
  Score: Raw -771163.376128 + Penalty 2853.755927 = -768309.620201
  nChanged 15
		SP:Iteration 73Q (106213.320000 sec): 3 clusters
  Score: Raw -771166.253939 + Penalty 2853.755927 = -768312.498012
  nChanged 12
		SP:Iteration 74Q (106213.420000 sec): 3 clusters
  Score: Raw -771168.991459 + Penalty 2853.755927 = -768315.235532
  nChanged 16
		SP:Iteration 75Q (106213.520000 sec): 3 clusters
  Score: Raw -771172.210508 + Penalty 2853.755927 = -768318.454581
  nChanged 10
		SP:Iteration 76Q (106213.620000 sec): 3 clusters
  Score: Raw -771174.499291 + Penalty 2853.755927 = -768320.743364
  nChanged 9
		SP:Iteration 77Q (106213.720000 sec): 3 clusters
  Score: Raw -771176.029675 + Penalty 2853.755927 = -768322.273748
  nChanged 5
		SP:Iteration 78Q (106213.840000 sec): 3 clusters
  Score: Raw -771176.988593 + Penalty 2853.755927 = -768323.232665
  nChanged 6
		SP:Iteration 79Q (106213.940000 sec): 3 clusters
  Score: Raw -771178.074303 + Penalty 2853.755927 = -768324.318375
  nChanged 5
		SP:Iteration 80F (106214.040000 sec): 3 clusters
  Score: Raw -771178.822540 + Penalty 2853.755927 = -768325.066613
  nChanged 4
		SP:Iteration 81Q (106214.140000 sec): 3 clusters
  Score: Raw -771179.409456 + Penalty 2853.755927 = -768325.653529
  nChanged 5
		SP:Iteration 82Q (106214.230000 sec): 3 clusters
  Score: Raw -771180.978867 + Penalty 2853.755927 = -768327.222940
  nChanged 9
		SP:Iteration 83Q (106214.330000 sec): 3 clusters
  Score: Raw -771184.104763 + Penalty 2853.755927 = -768330.348836
  nChanged 10
		SP:Iteration 84Q (106214.430000 sec): 3 clusters
  Score: Raw -771186.961411 + Penalty 2853.755927 = -768333.205484
  nChanged 10
		SP:Iteration 85Q (106214.530000 sec): 3 clusters
  Score: Raw -771190.791331 + Penalty 2853.755927 = -768337.035403
  nChanged 6
		SP:Iteration 86Q (106214.630000 sec): 3 clusters
  Score: Raw -771192.232013 + Penalty 2853.755927 = -768338.476085
  nChanged 2
		SP:Iteration 87Q (106214.720000 sec): 3 clusters
  Score: Raw -771192.563106 + Penalty 2853.755927 = -768338.807179
  nChanged 3
		SP:Iteration 88Q (106214.820000 sec): 3 clusters
  Score: Raw -771192.946629 + Penalty 2853.755927 = -768339.190702
  nChanged 3
		SP:Iteration 89Q (106214.920000 sec): 3 clusters
  Score: Raw -771193.389498 + Penalty 2853.755927 = -768339.633571
  nChanged 2
		SP:Iteration 90Q (106215.020000 sec): 3 clusters
  Score: Raw -771193.650039 + Penalty 2853.755927 = -768339.894112
  nChanged 1
		SP:Iteration 91Q (106215.120000 sec): 3 clusters
  Score: Raw -771194.090842 + Penalty 2853.755927 = -768340.334914
  nChanged 3
		SP:Iteration 92Q (106215.220000 sec): 3 clusters
  Score: Raw -771194.726030 + Penalty 2853.755927 = -768340.970102
  nChanged 1
		SP:Iteration 93Q (106215.320000 sec): 3 clusters
  Score: Raw -771195.155843 + Penalty 2853.755927 = -768341.399916
  nChanged 0
		SP:Iteration 94F (106215.420000 sec): 3 clusters
  Score: Raw -771195.155843 + Penalty 2853.755927 = -768341.399916
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 62 (5963 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106215.500000 sec): 2 clusters
  Score: Raw -708391.781295 + Penalty 1412.665961 = -706979.115334
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106215.630000 sec): 3 clusters
  Score: Raw -705232.293331 + Penalty 2825.331921 = -702406.961410
  nChanged 2456
		SP:Iteration 1F (106215.730000 sec): 3 clusters
  Score: Raw -706697.383528 + Penalty 2825.331921 = -703872.051607
  nChanged 533
		SP:Iteration 2F (106215.830000 sec): 3 clusters
  Score: Raw -707078.295368 + Penalty 2825.331921 = -704252.963446
  nChanged 410
		SP:Iteration 3F (106215.920000 sec): 3 clusters
  Score: Raw -707418.352575 + Penalty 2825.331921 = -704593.020654
  nChanged 336
		SP:Iteration 4F (106216.020000 sec): 3 clusters
  Score: Raw -707672.026726 + Penalty 2825.331921 = -704846.694805
  nChanged 319
		SP:Iteration 5F (106216.120000 sec): 3 clusters
  Score: Raw -707929.251340 + Penalty 2825.331921 = -705103.919419
  nChanged 306
		SP:Iteration 6F (106216.220000 sec): 3 clusters
  Score: Raw -708181.480715 + Penalty 2825.331921 = -705356.148794
  nChanged 270
		SP:Iteration 7Q (106216.320000 sec): 3 clusters
  Score: Raw -708395.986743 + Penalty 2825.331921 = -705570.654821
  nChanged 217
		SP:Iteration 8Q (106216.410000 sec): 3 clusters
  Score: Raw -708565.151749 + Penalty 2825.331921 = -705739.819828
  nChanged 183
		SP:Iteration 9Q (106216.510000 sec): 3 clusters
  Score: Raw -708729.019964 + Penalty 2825.331921 = -705903.688042
  nChanged 168
		SP:Iteration 10Q (106216.600000 sec): 3 clusters
  Score: Raw -708874.381482 + Penalty 2825.331921 = -706049.049561
  nChanged 121
		SP:Iteration 11Q (106216.700000 sec): 3 clusters
  Score: Raw -708949.072339 + Penalty 2825.331921 = -706123.740417
  nChanged 98
		SP:Iteration 12Q (106216.790000 sec): 3 clusters
  Score: Raw -708993.276857 + Penalty 2825.331921 = -706167.944936
  nChanged 71
		SP:Iteration 13Q (106216.880000 sec): 3 clusters
  Score: Raw -709028.096798 + Penalty 2825.331921 = -706202.764877
  nChanged 53
		SP:Iteration 14Q (106216.980000 sec): 3 clusters
  Score: Raw -709050.751073 + Penalty 2825.331921 = -706225.419151
  nChanged 51
		SP:Iteration 15Q (106217.080000 sec): 3 clusters
  Score: Raw -709065.963547 + Penalty 2825.331921 = -706240.631626
  nChanged 24
		SP:Iteration 16Q (106217.170000 sec): 3 clusters
  Score: Raw -709070.284202 + Penalty 2825.331921 = -706244.952280
  nChanged 14
		SP:Iteration 17Q (106217.260000 sec): 3 clusters
  Score: Raw -709073.456457 + Penalty 2825.331921 = -706248.124536
  nChanged 14
		SP:Iteration 18Q (106217.360000 sec): 3 clusters
  Score: Raw -709076.169832 + Penalty 2825.331921 = -706250.837911
  nChanged 9
		SP:Iteration 19Q (106217.450000 sec): 3 clusters
  Score: Raw -709077.625556 + Penalty 2825.331921 = -706252.293634
  nChanged 7
		SP:Iteration 20F (106217.550000 sec): 3 clusters
  Score: Raw -709080.314048 + Penalty 2825.331921 = -706254.982127
  nChanged 6
		SP:Iteration 21Q (106217.640000 sec): 3 clusters
  Score: Raw -709081.274456 + Penalty 2825.331921 = -706255.942535
  nChanged 2
		SP:Iteration 22Q (106217.740000 sec): 3 clusters
  Score: Raw -709081.541084 + Penalty 2825.331921 = -706256.209163
  nChanged 1
		SP:Iteration 23Q (106217.830000 sec): 3 clusters
  Score: Raw -709081.644365 + Penalty 2825.331921 = -706256.312443
  nChanged 1
		SP:Iteration 24Q (106217.930000 sec): 3 clusters
  Score: Raw -709081.837208 + Penalty 2825.331921 = -706256.505286
  nChanged 0
		SP:Iteration 25F (106218.030000 sec): 3 clusters
  Score: Raw -709081.837208 + Penalty 2825.331921 = -706256.505286
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 63 (19954 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106218.270000 sec): 2 clusters
  Score: Raw -2363338.972351 + Penalty 1608.942547 = -2361730.029804
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106218.530000 sec): 3 clusters
  Score: Raw -2351471.801233 + Penalty 3217.885094 = -2348253.916140
  nChanged 8964
		SP:Iteration 1F (106218.790000 sec): 3 clusters
  Score: Raw -2356870.797544 + Penalty 3217.885094 = -2353652.912450
  nChanged 1355
		SP:Iteration 2F (106219.050000 sec): 3 clusters
  Score: Raw -2357598.585712 + Penalty 3217.885094 = -2354380.700618
  nChanged 1304
		SP:Iteration 3F (106219.290000 sec): 3 clusters
  Score: Raw -2358302.922594 + Penalty 3217.885094 = -2355085.037500
  nChanged 1199
		SP:Iteration 4F (106219.560000 sec): 3 clusters
  Score: Raw -2358939.347421 + Penalty 3217.885094 = -2355721.462328
  nChanged 1107
		SP:Iteration 5F (106219.830000 sec): 3 clusters
  Score: Raw -2359499.568973 + Penalty 3217.885094 = -2356281.683879
  nChanged 938
		SP:Iteration 6Q (106220.080000 sec): 3 clusters
  Score: Raw -2359967.882511 + Penalty 3217.885094 = -2356749.997418
  nChanged 823
		SP:Iteration 7Q (106220.350000 sec): 3 clusters
  Score: Raw -2360393.054797 + Penalty 3217.885094 = -2357175.169704
  nChanged 765
		SP:Iteration 8Q (106220.610000 sec): 3 clusters
  Score: Raw -2360808.102319 + Penalty 3217.885094 = -2357590.217226
  nChanged 680
		SP:Iteration 9Q (106220.870000 sec): 3 clusters
  Score: Raw -2361218.974057 + Penalty 3217.885094 = -2358001.088964
  nChanged 612
		SP:Iteration 10Q (106221.140000 sec): 3 clusters
  Score: Raw -2361630.824577 + Penalty 3217.885094 = -2358412.939483
  nChanged 606
		SP:Iteration 11Q (106221.390000 sec): 3 clusters
  Score: Raw -2362084.434477 + Penalty 3217.885094 = -2358866.549383
  nChanged 487
		SP:Iteration 12Q (106221.620000 sec): 3 clusters
  Score: Raw -2362508.681213 + Penalty 3217.885094 = -2359290.796119
  nChanged 424
		SP:Iteration 13Q (106221.880000 sec): 3 clusters
  Score: Raw -2362871.564243 + Penalty 3217.885094 = -2359653.679149
  nChanged 386
		SP:Iteration 14Q (106222.120000 sec): 3 clusters
  Score: Raw -2363193.425847 + Penalty 3217.885094 = -2359975.540754
  nChanged 300
		SP:Iteration 15Q (106222.350000 sec): 3 clusters
  Score: Raw -2363423.031617 + Penalty 3217.885094 = -2360205.146523
  nChanged 251
		SP:Iteration 16Q (106222.600000 sec): 3 clusters
  Score: Raw -2363603.535570 + Penalty 3217.885094 = -2360385.650476
  nChanged 196
		SP:Iteration 17Q (106222.830000 sec): 3 clusters
  Score: Raw -2363766.585879 + Penalty 3217.885094 = -2360548.700786
  nChanged 173
		SP:Iteration 18Q (106223.060000 sec): 3 clusters
  Score: Raw -2363889.509260 + Penalty 3217.885094 = -2360671.624166
  nChanged 137
		SP:Iteration 19Q (106223.300000 sec): 3 clusters
  Score: Raw -2363955.935555 + Penalty 3217.885094 = -2360738.050461
  nChanged 103
		SP:Iteration 20F (106223.540000 sec): 3 clusters
  Score: Raw -2363990.532321 + Penalty 3217.885094 = -2360772.647228
  nChanged 64
		SP:Iteration 21Q (106223.790000 sec): 3 clusters
  Score: Raw -2364008.030472 + Penalty 3217.885094 = -2360790.145378
  nChanged 48
		SP:Iteration 22Q (106224.020000 sec): 3 clusters
  Score: Raw -2364019.611422 + Penalty 3217.885094 = -2360801.726328
  nChanged 23
		SP:Iteration 23Q (106224.240000 sec): 3 clusters
  Score: Raw -2364024.961297 + Penalty 3217.885094 = -2360807.076203
  nChanged 18
		SP:Iteration 24Q (106224.480000 sec): 3 clusters
  Score: Raw -2364027.655802 + Penalty 3217.885094 = -2360809.770708
  nChanged 15
		SP:Iteration 25Q (106224.700000 sec): 3 clusters
  Score: Raw -2364029.970503 + Penalty 3217.885094 = -2360812.085409
  nChanged 6
		SP:Iteration 26Q (106224.950000 sec): 3 clusters
  Score: Raw -2364030.453734 + Penalty 3217.885094 = -2360812.568640
  nChanged 3
		SP:Iteration 27Q (106225.180000 sec): 3 clusters
  Score: Raw -2364031.032617 + Penalty 3217.885094 = -2360813.147524
  nChanged 3
		SP:Iteration 28Q (106225.410000 sec): 3 clusters
  Score: Raw -2364031.356811 + Penalty 3217.885094 = -2360813.471717
  nChanged 1
		SP:Iteration 29Q (106225.650000 sec): 3 clusters
  Score: Raw -2364031.469161 + Penalty 3217.885094 = -2360813.584067
  nChanged 0
		SP:Iteration 30F (106225.890000 sec): 3 clusters
  Score: Raw -2364031.469161 + Penalty 3217.885094 = -2360813.584067
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 64 (708 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106225.950000 sec): 2 clusters
  Score: Raw -82979.076997 + Penalty 1066.397165 = -81912.679832
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106225.960000 sec): 3 clusters
  Score: Raw -82813.858520 + Penalty 2132.794330 = -80681.064189
  nChanged 192
		SP:Iteration 1F (106225.970000 sec): 3 clusters
  Score: Raw -83013.905622 + Penalty 2132.794330 = -80881.111292
  nChanged 41
		SP:Iteration 2F (106225.990000 sec): 3 clusters
  Score: Raw -83055.756199 + Penalty 2132.794330 = -80922.961869
  nChanged 22
		SP:Iteration 3Q (106226.010000 sec): 3 clusters
  Score: Raw -83082.361145 + Penalty 2132.794330 = -80949.566814
  nChanged 15
		SP:Iteration 4Q (106226.030000 sec): 3 clusters
  Score: Raw -83098.921826 + Penalty 2132.794330 = -80966.127495
  nChanged 12
		SP:Iteration 5Q (106226.050000 sec): 3 clusters
  Score: Raw -83110.380254 + Penalty 2132.794330 = -80977.585923
  nChanged 13
		SP:Iteration 6Q (106226.070000 sec): 3 clusters
  Score: Raw -83124.652612 + Penalty 2132.794330 = -80991.858281
  nChanged 14
		SP:Iteration 7Q (106226.090000 sec): 3 clusters
  Score: Raw -83145.929858 + Penalty 2132.794330 = -81013.135527
  nChanged 17
		SP:Iteration 8Q (106226.110000 sec): 3 clusters
  Score: Raw -83169.970161 + Penalty 2132.794330 = -81037.175830
  nChanged 19
		SP:Iteration 9Q (106226.120000 sec): 3 clusters
  Score: Raw -83191.623798 + Penalty 2132.794330 = -81058.829468
  nChanged 15
		SP:Iteration 10Q (106226.130000 sec): 3 clusters
  Score: Raw -83207.748342 + Penalty 2132.794330 = -81074.954012
  nChanged 9
		SP:Iteration 11Q (106226.150000 sec): 3 clusters
  Score: Raw -83216.263710 + Penalty 2132.794330 = -81083.469380
  nChanged 8
		SP:Iteration 12Q (106226.160000 sec): 3 clusters
  Score: Raw -83226.605151 + Penalty 2132.794330 = -81093.810821
  nChanged 9
		SP:Iteration 13Q (106226.170000 sec): 3 clusters
  Score: Raw -83236.102900 + Penalty 2132.794330 = -81103.308570
  nChanged 6
		SP:Iteration 14Q (106226.190000 sec): 3 clusters
  Score: Raw -83246.005344 + Penalty 2132.794330 = -81113.211013
  nChanged 7
		SP:Iteration 15Q (106226.200000 sec): 3 clusters
  Score: Raw -83252.293694 + Penalty 2132.794330 = -81119.499364
  nChanged 5
		SP:Iteration 16Q (106226.210000 sec): 3 clusters
  Score: Raw -83259.386608 + Penalty 2132.794330 = -81126.592278
  nChanged 1
		SP:Iteration 17Q (106226.230000 sec): 3 clusters
  Score: Raw -83263.881085 + Penalty 2132.794330 = -81131.086754
  nChanged 1
		SP:Iteration 18Q (106226.240000 sec): 3 clusters
  Score: Raw -83264.916775 + Penalty 2132.794330 = -81132.122444
  nChanged 0
		SP:Iteration 19F (106226.260000 sec): 3 clusters
  Score: Raw -83264.916775 + Penalty 2132.794330 = -81132.122444
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 65 (6674 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106226.360000 sec): 2 clusters
  Score: Raw -793730.622905 + Penalty 1430.970882 = -792299.652023
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106226.470000 sec): 3 clusters
  Score: Raw -790147.675470 + Penalty 2861.941764 = -787285.733706
  nChanged 2779
		SP:Iteration 1F (106226.580000 sec): 3 clusters
  Score: Raw -791655.507587 + Penalty 2861.941764 = -788793.565823
  nChanged 449
		SP:Iteration 2F (106226.680000 sec): 3 clusters
  Score: Raw -791892.634559 + Penalty 2861.941764 = -789030.692795
  nChanged 363
		SP:Iteration 3F (106226.780000 sec): 3 clusters
  Score: Raw -792096.134536 + Penalty 2861.941764 = -789234.192772
  nChanged 315
		SP:Iteration 4Q (106226.880000 sec): 3 clusters
  Score: Raw -792313.784030 + Penalty 2861.941764 = -789451.842266
  nChanged 332
		SP:Iteration 5Q (106226.990000 sec): 3 clusters
  Score: Raw -792572.712716 + Penalty 2861.941764 = -789710.770952
  nChanged 350
		SP:Iteration 6F (106227.090000 sec): 3 clusters
  Score: Raw -792828.797523 + Penalty 2861.941764 = -789966.855759
  nChanged 340
		SP:Iteration 7F (106227.200000 sec): 3 clusters
  Score: Raw -793063.671888 + Penalty 2861.941764 = -790201.730124
  nChanged 296
		SP:Iteration 8Q (106227.310000 sec): 3 clusters
  Score: Raw -793267.219979 + Penalty 2861.941764 = -790405.278215
  nChanged 291
		SP:Iteration 9Q (106227.420000 sec): 3 clusters
  Score: Raw -793439.808741 + Penalty 2861.941764 = -790577.866977
  nChanged 241
		SP:Iteration 10Q (106227.520000 sec): 3 clusters
  Score: Raw -793586.531883 + Penalty 2861.941764 = -790724.590119
  nChanged 201
		SP:Iteration 11Q (106227.630000 sec): 3 clusters
  Score: Raw -793687.085120 + Penalty 2861.941764 = -790825.143356
  nChanged 153
		SP:Iteration 12Q (106227.740000 sec): 3 clusters
  Score: Raw -793749.466735 + Penalty 2861.941764 = -790887.524971
  nChanged 110
		SP:Iteration 13Q (106227.840000 sec): 3 clusters
  Score: Raw -793784.215439 + Penalty 2861.941764 = -790922.273675
  nChanged 74
		SP:Iteration 14Q (106227.950000 sec): 3 clusters
  Score: Raw -793806.980586 + Penalty 2861.941764 = -790945.038822
  nChanged 70
		SP:Iteration 15Q (106228.060000 sec): 3 clusters
  Score: Raw -793833.853610 + Penalty 2861.941764 = -790971.911846
  nChanged 79
		SP:Iteration 16Q (106228.170000 sec): 3 clusters
  Score: Raw -793863.013438 + Penalty 2861.941764 = -791001.071674
  nChanged 65
		SP:Iteration 17Q (106228.280000 sec): 3 clusters
  Score: Raw -793883.469370 + Penalty 2861.941764 = -791021.527606
  nChanged 52
		SP:Iteration 18Q (106228.380000 sec): 3 clusters
  Score: Raw -793901.000630 + Penalty 2861.941764 = -791039.058866
  nChanged 51
		SP:Iteration 19Q (106228.490000 sec): 3 clusters
  Score: Raw -793915.434948 + Penalty 2861.941764 = -791053.493184
  nChanged 33
		SP:Iteration 20F (106228.600000 sec): 3 clusters
  Score: Raw -793922.973467 + Penalty 2861.941764 = -791061.031703
  nChanged 28
		SP:Iteration 21Q (106228.710000 sec): 3 clusters
  Score: Raw -793930.057066 + Penalty 2861.941764 = -791068.115302
  nChanged 26
		SP:Iteration 22Q (106228.820000 sec): 3 clusters
  Score: Raw -793938.209523 + Penalty 2861.941764 = -791076.267758
  nChanged 30
		SP:Iteration 23Q (106228.920000 sec): 3 clusters
  Score: Raw -793947.467981 + Penalty 2861.941764 = -791085.526217
  nChanged 32
		SP:Iteration 24Q (106229.030000 sec): 3 clusters
  Score: Raw -793956.803771 + Penalty 2861.941764 = -791094.862007
  nChanged 27
		SP:Iteration 25Q (106229.140000 sec): 3 clusters
  Score: Raw -793965.256546 + Penalty 2861.941764 = -791103.314782
  nChanged 31
		SP:Iteration 26Q (106229.240000 sec): 3 clusters
  Score: Raw -793975.732379 + Penalty 2861.941764 = -791113.790615
  nChanged 28
		SP:Iteration 27Q (106229.350000 sec): 3 clusters
  Score: Raw -793981.599278 + Penalty 2861.941764 = -791119.657514
  nChanged 23
		SP:Iteration 28Q (106229.460000 sec): 3 clusters
  Score: Raw -793987.761609 + Penalty 2861.941764 = -791125.819845
  nChanged 20
		SP:Iteration 29Q (106229.560000 sec): 3 clusters
  Score: Raw -793991.380846 + Penalty 2861.941764 = -791129.439082
  nChanged 20
		SP:Iteration 30Q (106229.670000 sec): 3 clusters
  Score: Raw -793994.456421 + Penalty 2861.941764 = -791132.514656
  nChanged 13
		SP:Iteration 31Q (106229.780000 sec): 3 clusters
  Score: Raw -793996.768836 + Penalty 2861.941764 = -791134.827072
  nChanged 11
		SP:Iteration 32Q (106229.880000 sec): 3 clusters
  Score: Raw -793998.373838 + Penalty 2861.941764 = -791136.432073
  nChanged 7
		SP:Iteration 33Q (106229.990000 sec): 3 clusters
  Score: Raw -793999.302577 + Penalty 2861.941764 = -791137.360813
  nChanged 4
		SP:Iteration 34Q (106230.100000 sec): 3 clusters
  Score: Raw -793999.944628 + Penalty 2861.941764 = -791138.002864
  nChanged 7
		SP:Iteration 35Q (106230.210000 sec): 3 clusters
  Score: Raw -794000.902503 + Penalty 2861.941764 = -791138.960738
  nChanged 4
		SP:Iteration 36Q (106230.320000 sec): 3 clusters
  Score: Raw -794001.550341 + Penalty 2861.941764 = -791139.608577
  nChanged 7
		SP:Iteration 37Q (106230.430000 sec): 3 clusters
  Score: Raw -794002.196541 + Penalty 2861.941764 = -791140.254776
  nChanged 4
		SP:Iteration 38Q (106230.540000 sec): 3 clusters
  Score: Raw -794002.644499 + Penalty 2861.941764 = -791140.702734
  nChanged 1
		SP:Iteration 39Q (106230.650000 sec): 3 clusters
  Score: Raw -794002.742161 + Penalty 2861.941764 = -791140.800396
  nChanged 1
		SP:Iteration 40F (106230.770000 sec): 3 clusters
  Score: Raw -794002.903056 + Penalty 2861.941764 = -791140.961292
  nChanged 3
		SP:Iteration 41Q (106230.880000 sec): 3 clusters
  Score: Raw -794003.459112 + Penalty 2861.941764 = -791141.517347
  nChanged 4
		SP:Iteration 42Q (106231.000000 sec): 3 clusters
  Score: Raw -794003.804307 + Penalty 2861.941764 = -791141.862543
  nChanged 1
		SP:Iteration 43Q (106231.110000 sec): 3 clusters
  Score: Raw -794003.940547 + Penalty 2861.941764 = -791141.998783
  nChanged 1
		SP:Iteration 44Q (106231.220000 sec): 3 clusters
  Score: Raw -794003.974718 + Penalty 2861.941764 = -791142.032954
  nChanged 1
		SP:Iteration 45Q (106231.340000 sec): 3 clusters
  Score: Raw -794004.181729 + Penalty 2861.941764 = -791142.239965
  nChanged 3
		SP:Iteration 46Q (106231.450000 sec): 3 clusters
  Score: Raw -794005.148969 + Penalty 2861.941764 = -791143.207205
  nChanged 3
		SP:Iteration 47Q (106231.560000 sec): 3 clusters
  Score: Raw -794005.841321 + Penalty 2861.941764 = -791143.899557
  nChanged 6
		SP:Iteration 48Q (106231.680000 sec): 3 clusters
  Score: Raw -794006.880348 + Penalty 2861.941764 = -791144.938584
  nChanged 4
		SP:Iteration 49Q (106231.790000 sec): 3 clusters
  Score: Raw -794007.399385 + Penalty 2861.941764 = -791145.457621
  nChanged 2
		SP:Iteration 50Q (106231.900000 sec): 3 clusters
  Score: Raw -794007.935157 + Penalty 2861.941764 = -791145.993393
  nChanged 5
		SP:Iteration 51Q (106232.020000 sec): 3 clusters
  Score: Raw -794008.665258 + Penalty 2861.941764 = -791146.723494
  nChanged 4
		SP:Iteration 52Q (106232.130000 sec): 3 clusters
  Score: Raw -794009.521215 + Penalty 2861.941764 = -791147.579451
  nChanged 2
		SP:Iteration 53Q (106232.240000 sec): 3 clusters
  Score: Raw -794009.801214 + Penalty 2861.941764 = -791147.859449
  nChanged 6
		SP:Iteration 54Q (106232.360000 sec): 3 clusters
  Score: Raw -794010.671357 + Penalty 2861.941764 = -791148.729593
  nChanged 4
		SP:Iteration 55Q (106232.470000 sec): 3 clusters
  Score: Raw -794011.449794 + Penalty 2861.941764 = -791149.508030
  nChanged 4
		SP:Iteration 56Q (106232.580000 sec): 3 clusters
  Score: Raw -794011.812023 + Penalty 2861.941764 = -791149.870259
  nChanged 3
		SP:Iteration 57Q (106232.690000 sec): 3 clusters
  Score: Raw -794012.221576 + Penalty 2861.941764 = -791150.279812
  nChanged 4
		SP:Iteration 58Q (106232.800000 sec): 3 clusters
  Score: Raw -794012.974351 + Penalty 2861.941764 = -791151.032587
  nChanged 5
		SP:Iteration 59Q (106232.910000 sec): 3 clusters
  Score: Raw -794013.749459 + Penalty 2861.941764 = -791151.807695
  nChanged 4
		SP:Iteration 60F (106233.030000 sec): 3 clusters
  Score: Raw -794014.400044 + Penalty 2861.941764 = -791152.458280
  nChanged 3
		SP:Iteration 61Q (106233.140000 sec): 3 clusters
  Score: Raw -794014.699848 + Penalty 2861.941764 = -791152.758084
  nChanged 0
		SP:Iteration 62F (106233.250000 sec): 3 clusters
  Score: Raw -794014.699848 + Penalty 2861.941764 = -791152.758084
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 66 (32426 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106233.510000 sec): 2 clusters
  Score: Raw -4054657.573569 + Penalty 1687.841325 = -4052969.732244
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106233.880000 sec): 3 clusters
  Score: Raw -4034582.600529 + Penalty 3375.682651 = -4031206.917878
  nChanged 15045
		SP:Iteration 1F (106234.220000 sec): 3 clusters
  Score: Raw -4042820.951706 + Penalty 3375.682651 = -4039445.269055
  nChanged 1545
		SP:Iteration 2Q (106234.540000 sec): 3 clusters
  Score: Raw -4043358.378903 + Penalty 3375.682651 = -4039982.696252
  nChanged 1545
		SP:Iteration 3Q (106234.860000 sec): 3 clusters
  Score: Raw -4043955.144135 + Penalty 3375.682651 = -4040579.461484
  nChanged 1670
		SP:Iteration 4F (106235.180000 sec): 3 clusters
  Score: Raw -4044712.347568 + Penalty 3375.682651 = -4041336.664917
  nChanged 1887
		SP:Iteration 5F (106235.500000 sec): 3 clusters
  Score: Raw -4045695.351665 + Penalty 3375.682651 = -4042319.669014
  nChanged 2043
		SP:Iteration 6F (106235.850000 sec): 3 clusters
  Score: Raw -4046838.672170 + Penalty 3375.682651 = -4043462.989519
  nChanged 2071
		SP:Iteration 7F (106236.210000 sec): 3 clusters
  Score: Raw -4047980.010257 + Penalty 3375.682651 = -4044604.327606
  nChanged 1836
		SP:Iteration 8F (106236.530000 sec): 3 clusters
  Score: Raw -4048923.986075 + Penalty 3375.682651 = -4045548.303425
  nChanged 1539
		SP:Iteration 9Q (106236.850000 sec): 3 clusters
  Score: Raw -4049617.054208 + Penalty 3375.682651 = -4046241.371557
  nChanged 1209
		SP:Iteration 10Q (106237.170000 sec): 3 clusters
  Score: Raw -4050079.461532 + Penalty 3375.682651 = -4046703.778881
  nChanged 955
		SP:Iteration 11Q (106237.490000 sec): 3 clusters
  Score: Raw -4050405.210982 + Penalty 3375.682651 = -4047029.528331
  nChanged 761
		SP:Iteration 12Q (106237.840000 sec): 3 clusters
  Score: Raw -4050663.995428 + Penalty 3375.682651 = -4047288.312777
  nChanged 715
		SP:Iteration 13Q (106238.180000 sec): 3 clusters
  Score: Raw -4050929.130645 + Penalty 3375.682651 = -4047553.447994
  nChanged 732
		SP:Iteration 14Q (106238.520000 sec): 3 clusters
  Score: Raw -4051220.396754 + Penalty 3375.682651 = -4047844.714103
  nChanged 747
		SP:Iteration 15Q (106238.840000 sec): 3 clusters
  Score: Raw -4051560.994931 + Penalty 3375.682651 = -4048185.312280
  nChanged 743
		SP:Iteration 16Q (106239.160000 sec): 3 clusters
  Score: Raw -4051917.303022 + Penalty 3375.682651 = -4048541.620371
  nChanged 743
		SP:Iteration 17Q (106239.520000 sec): 3 clusters
  Score: Raw -4052291.695115 + Penalty 3375.682651 = -4048916.012464
  nChanged 751
		SP:Iteration 18Q (106239.860000 sec): 3 clusters
  Score: Raw -4052692.460699 + Penalty 3375.682651 = -4049316.778048
  nChanged 672
		SP:Iteration 19Q (106240.180000 sec): 3 clusters
  Score: Raw -4053071.562362 + Penalty 3375.682651 = -4049695.879711
  nChanged 622
		SP:Iteration 20F (106240.500000 sec): 3 clusters
  Score: Raw -4053442.794602 + Penalty 3375.682651 = -4050067.111951
  nChanged 556
		SP:Iteration 21Q (106240.800000 sec): 3 clusters
  Score: Raw -4053783.269602 + Penalty 3375.682651 = -4050407.586951
  nChanged 456
		SP:Iteration 22Q (106241.110000 sec): 3 clusters
  Score: Raw -4054069.612692 + Penalty 3375.682651 = -4050693.930041
  nChanged 325
		SP:Iteration 23Q (106241.410000 sec): 3 clusters
  Score: Raw -4054268.583534 + Penalty 3375.682651 = -4050892.900883
  nChanged 234
		SP:Iteration 24Q (106241.710000 sec): 3 clusters
  Score: Raw -4054415.870779 + Penalty 3375.682651 = -4051040.188128
  nChanged 178
		SP:Iteration 25Q (106242.000000 sec): 3 clusters
  Score: Raw -4054530.767229 + Penalty 3375.682651 = -4051155.084578
  nChanged 131
		SP:Iteration 26Q (106242.290000 sec): 3 clusters
  Score: Raw -4054621.472766 + Penalty 3375.682651 = -4051245.790116
  nChanged 96
		SP:Iteration 27Q (106242.600000 sec): 3 clusters
  Score: Raw -4054692.271993 + Penalty 3375.682651 = -4051316.589342
  nChanged 83
		SP:Iteration 28Q (106242.920000 sec): 3 clusters
  Score: Raw -4054749.098876 + Penalty 3375.682651 = -4051373.416225
  nChanged 64
		SP:Iteration 29Q (106243.220000 sec): 3 clusters
  Score: Raw -4054796.513327 + Penalty 3375.682651 = -4051420.830676
  nChanged 46
		SP:Iteration 30Q (106243.510000 sec): 3 clusters
  Score: Raw -4054831.643055 + Penalty 3375.682651 = -4051455.960404
  nChanged 32
		SP:Iteration 31Q (106243.820000 sec): 3 clusters
  Score: Raw -4054853.793011 + Penalty 3375.682651 = -4051478.110360
  nChanged 24
		SP:Iteration 32Q (106244.130000 sec): 3 clusters
  Score: Raw -4054867.792866 + Penalty 3375.682651 = -4051492.110215
  nChanged 16
		SP:Iteration 33Q (106244.440000 sec): 3 clusters
  Score: Raw -4054877.664232 + Penalty 3375.682651 = -4051501.981581
  nChanged 10
		SP:Iteration 34Q (106244.750000 sec): 3 clusters
  Score: Raw -4054883.685065 + Penalty 3375.682651 = -4051508.002414
  nChanged 9
		SP:Iteration 35Q (106245.040000 sec): 3 clusters
  Score: Raw -4054889.329745 + Penalty 3375.682651 = -4051513.647094
  nChanged 7
		SP:Iteration 36Q (106245.340000 sec): 3 clusters
  Score: Raw -4054894.247701 + Penalty 3375.682651 = -4051518.565050
  nChanged 6
		SP:Iteration 37Q (106245.650000 sec): 3 clusters
  Score: Raw -4054898.081374 + Penalty 3375.682651 = -4051522.398723
  nChanged 5
		SP:Iteration 38Q (106245.960000 sec): 3 clusters
  Score: Raw -4054902.428917 + Penalty 3375.682651 = -4051526.746266
  nChanged 6
		SP:Iteration 39Q (106246.270000 sec): 3 clusters
  Score: Raw -4054905.420169 + Penalty 3375.682651 = -4051529.737518
  nChanged 5
		SP:Iteration 40F (106246.610000 sec): 3 clusters
  Score: Raw -4054909.166791 + Penalty 3375.682651 = -4051533.484140
  nChanged 5
		SP:Iteration 41Q (106246.900000 sec): 3 clusters
  Score: Raw -4054912.680480 + Penalty 3375.682651 = -4051536.997829
  nChanged 6
		SP:Iteration 42Q (106247.180000 sec): 3 clusters
  Score: Raw -4054916.401485 + Penalty 3375.682651 = -4051540.718834
  nChanged 8
		SP:Iteration 43Q (106247.490000 sec): 3 clusters
  Score: Raw -4054920.939569 + Penalty 3375.682651 = -4051545.256918
  nChanged 7
		SP:Iteration 44Q (106247.800000 sec): 3 clusters
  Score: Raw -4054924.294439 + Penalty 3375.682651 = -4051548.611788
  nChanged 2
		SP:Iteration 45Q (106248.100000 sec): 3 clusters
  Score: Raw -4054925.229178 + Penalty 3375.682651 = -4051549.546527
  nChanged 1
		SP:Iteration 46Q (106248.410000 sec): 3 clusters
  Score: Raw -4054925.630406 + Penalty 3375.682651 = -4051549.947755
  nChanged 0
		SP:Iteration 47F (106248.740000 sec): 3 clusters
  Score: Raw -4054925.630406 + Penalty 3375.682651 = -4051549.947755
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 67 (16728 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106248.900000 sec): 2 clusters
  Score: Raw -1951609.396276 + Penalty 1580.286377 = -1950029.109899
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106249.140000 sec): 3 clusters
  Score: Raw -1941778.099074 + Penalty 3160.572753 = -1938617.526321
  nChanged 7464
		SP:Iteration 1F (106249.360000 sec): 3 clusters
  Score: Raw -1946303.437590 + Penalty 3160.572753 = -1943142.864836
  nChanged 1203
		SP:Iteration 2F (106249.550000 sec): 3 clusters
  Score: Raw -1946986.896027 + Penalty 3160.572753 = -1943826.323273
  nChanged 1179
		SP:Iteration 3F (106249.740000 sec): 3 clusters
  Score: Raw -1947699.027783 + Penalty 3160.572753 = -1944538.455030
  nChanged 1070
		SP:Iteration 4F (106250.000000 sec): 3 clusters
  Score: Raw -1948329.007853 + Penalty 3160.572753 = -1945168.435100
  nChanged 921
		SP:Iteration 5F (106250.220000 sec): 3 clusters
  Score: Raw -1948837.573329 + Penalty 3160.572753 = -1945677.000575
  nChanged 759
		SP:Iteration 6Q (106250.400000 sec): 3 clusters
  Score: Raw -1949182.035909 + Penalty 3160.572753 = -1946021.463156
  nChanged 574
		SP:Iteration 7Q (106250.600000 sec): 3 clusters
  Score: Raw -1949443.184489 + Penalty 3160.572753 = -1946282.611736
  nChanged 543
		SP:Iteration 8Q (106250.790000 sec): 3 clusters
  Score: Raw -1949674.790467 + Penalty 3160.572753 = -1946514.217714
  nChanged 443
		SP:Iteration 9Q (106250.990000 sec): 3 clusters
  Score: Raw -1949869.237414 + Penalty 3160.572753 = -1946708.664660
  nChanged 387
		SP:Iteration 10Q (106251.250000 sec): 3 clusters
  Score: Raw -1950042.193687 + Penalty 3160.572753 = -1946881.620934
  nChanged 339
		SP:Iteration 11Q (106251.470000 sec): 3 clusters
  Score: Raw -1950209.864812 + Penalty 3160.572753 = -1947049.292059
  nChanged 370
		SP:Iteration 12Q (106251.660000 sec): 3 clusters
  Score: Raw -1950410.105527 + Penalty 3160.572753 = -1947249.532774
  nChanged 355
		SP:Iteration 13Q (106251.840000 sec): 3 clusters
  Score: Raw -1950618.056247 + Penalty 3160.572753 = -1947457.483493
  nChanged 381
		SP:Iteration 14Q (106252.030000 sec): 3 clusters
  Score: Raw -1950822.861513 + Penalty 3160.572753 = -1947662.288760
  nChanged 326
		SP:Iteration 15Q (106252.220000 sec): 3 clusters
  Score: Raw -1950966.773895 + Penalty 3160.572753 = -1947806.201142
  nChanged 264
		SP:Iteration 16Q (106252.480000 sec): 3 clusters
  Score: Raw -1951057.381055 + Penalty 3160.572753 = -1947896.808301
  nChanged 190
		SP:Iteration 17Q (106252.700000 sec): 3 clusters
  Score: Raw -1951123.290906 + Penalty 3160.572753 = -1947962.718152
  nChanged 153
		SP:Iteration 18Q (106252.880000 sec): 3 clusters
  Score: Raw -1951163.636113 + Penalty 3160.572753 = -1948003.063359
  nChanged 106
		SP:Iteration 19Q (106253.060000 sec): 3 clusters
  Score: Raw -1951185.469004 + Penalty 3160.572753 = -1948024.896250
  nChanged 90
		SP:Iteration 20F (106253.240000 sec): 3 clusters
  Score: Raw -1951203.756966 + Penalty 3160.572753 = -1948043.184213
  nChanged 69
		SP:Iteration 21Q (106253.430000 sec): 3 clusters
  Score: Raw -1951217.448713 + Penalty 3160.572753 = -1948056.875959
  nChanged 61
		SP:Iteration 22Q (106253.610000 sec): 3 clusters
  Score: Raw -1951227.608642 + Penalty 3160.572753 = -1948067.035888
  nChanged 56
		SP:Iteration 23Q (106253.790000 sec): 3 clusters
  Score: Raw -1951235.619107 + Penalty 3160.572753 = -1948075.046354
  nChanged 50
		SP:Iteration 24Q (106253.970000 sec): 3 clusters
  Score: Raw -1951242.731642 + Penalty 3160.572753 = -1948082.158889
  nChanged 37
		SP:Iteration 25Q (106254.160000 sec): 3 clusters
  Score: Raw -1951248.441463 + Penalty 3160.572753 = -1948087.868710
  nChanged 36
		SP:Iteration 26Q (106254.350000 sec): 3 clusters
  Score: Raw -1951253.776678 + Penalty 3160.572753 = -1948093.203925
  nChanged 26
		SP:Iteration 27Q (106254.610000 sec): 3 clusters
  Score: Raw -1951256.610459 + Penalty 3160.572753 = -1948096.037706
  nChanged 27
		SP:Iteration 28Q (106254.820000 sec): 3 clusters
  Score: Raw -1951259.962380 + Penalty 3160.572753 = -1948099.389626
  nChanged 26
		SP:Iteration 29Q (106255.000000 sec): 3 clusters
  Score: Raw -1951262.113586 + Penalty 3160.572753 = -1948101.540833
  nChanged 22
		SP:Iteration 30Q (106255.190000 sec): 3 clusters
  Score: Raw -1951264.503213 + Penalty 3160.572753 = -1948103.930460
  nChanged 15
		SP:Iteration 31Q (106255.370000 sec): 3 clusters
  Score: Raw -1951266.414871 + Penalty 3160.572753 = -1948105.842118
  nChanged 18
		SP:Iteration 32Q (106255.550000 sec): 3 clusters
  Score: Raw -1951268.170220 + Penalty 3160.572753 = -1948107.597467
  nChanged 14
		SP:Iteration 33Q (106255.730000 sec): 3 clusters
  Score: Raw -1951269.439738 + Penalty 3160.572753 = -1948108.866985
  nChanged 9
		SP:Iteration 34Q (106255.910000 sec): 3 clusters
  Score: Raw -1951270.084676 + Penalty 3160.572753 = -1948109.511923
  nChanged 2
		SP:Iteration 35Q (106256.090000 sec): 3 clusters
  Score: Raw -1951270.231784 + Penalty 3160.572753 = -1948109.659031
  nChanged 2
		SP:Iteration 36Q (106256.280000 sec): 3 clusters
  Score: Raw -1951270.385545 + Penalty 3160.572753 = -1948109.812792
  nChanged 5
		SP:Iteration 37Q (106256.460000 sec): 3 clusters
  Score: Raw -1951270.821524 + Penalty 3160.572753 = -1948110.248770
  nChanged 7
		SP:Iteration 38Q (106256.630000 sec): 3 clusters
  Score: Raw -1951271.411122 + Penalty 3160.572753 = -1948110.838369
  nChanged 6
		SP:Iteration 39Q (106256.820000 sec): 3 clusters
  Score: Raw -1951271.863017 + Penalty 3160.572753 = -1948111.290264
  nChanged 5
		SP:Iteration 40F (106257.010000 sec): 3 clusters
  Score: Raw -1951272.379407 + Penalty 3160.572753 = -1948111.806654
  nChanged 7
		SP:Iteration 41Q (106257.190000 sec): 3 clusters
  Score: Raw -1951272.937593 + Penalty 3160.572753 = -1948112.364840
  nChanged 8
		SP:Iteration 42Q (106257.370000 sec): 3 clusters
  Score: Raw -1951273.638234 + Penalty 3160.572753 = -1948113.065480
  nChanged 7
		SP:Iteration 43Q (106257.550000 sec): 3 clusters
  Score: Raw -1951274.375285 + Penalty 3160.572753 = -1948113.802532
  nChanged 13
		SP:Iteration 44Q (106257.740000 sec): 3 clusters
  Score: Raw -1951275.927729 + Penalty 3160.572753 = -1948115.354975
  nChanged 17
		SP:Iteration 45Q (106257.990000 sec): 3 clusters
  Score: Raw -1951277.813851 + Penalty 3160.572753 = -1948117.241097
  nChanged 14
		SP:Iteration 46Q (106258.210000 sec): 3 clusters
  Score: Raw -1951279.268475 + Penalty 3160.572753 = -1948118.695722
  nChanged 17
		SP:Iteration 47Q (106258.380000 sec): 3 clusters
  Score: Raw -1951281.204012 + Penalty 3160.572753 = -1948120.631259
  nChanged 21
		SP:Iteration 48Q (106258.570000 sec): 3 clusters
  Score: Raw -1951283.958983 + Penalty 3160.572753 = -1948123.386230
  nChanged 20
		SP:Iteration 49Q (106258.750000 sec): 3 clusters
  Score: Raw -1951286.098741 + Penalty 3160.572753 = -1948125.525988
  nChanged 16
		SP:Iteration 50Q (106258.930000 sec): 3 clusters
  Score: Raw -1951287.060567 + Penalty 3160.572753 = -1948126.487813
  nChanged 5
		SP:Iteration 51Q (106259.110000 sec): 3 clusters
  Score: Raw -1951287.414817 + Penalty 3160.572753 = -1948126.842063
  nChanged 3
		SP:Iteration 52Q (106259.290000 sec): 3 clusters
  Score: Raw -1951287.801966 + Penalty 3160.572753 = -1948127.229212
  nChanged 5
		SP:Iteration 53Q (106259.470000 sec): 3 clusters
  Score: Raw -1951288.220794 + Penalty 3160.572753 = -1948127.648040
  nChanged 6
		SP:Iteration 54Q (106259.650000 sec): 3 clusters
  Score: Raw -1951288.690355 + Penalty 3160.572753 = -1948128.117601
  nChanged 7
		SP:Iteration 55Q (106259.830000 sec): 3 clusters
  Score: Raw -1951289.267332 + Penalty 3160.572753 = -1948128.694578
  nChanged 4
		SP:Iteration 56Q (106260.010000 sec): 3 clusters
  Score: Raw -1951289.557731 + Penalty 3160.572753 = -1948128.984977
  nChanged 6
		SP:Iteration 57Q (106260.200000 sec): 3 clusters
  Score: Raw -1951290.049705 + Penalty 3160.572753 = -1948129.476952
  nChanged 9
		SP:Iteration 58Q (106260.380000 sec): 3 clusters
  Score: Raw -1951290.556684 + Penalty 3160.572753 = -1948129.983931
  nChanged 8
		SP:Iteration 59Q (106260.560000 sec): 3 clusters
  Score: Raw -1951291.168505 + Penalty 3160.572753 = -1948130.595751
  nChanged 3
		SP:Iteration 60F (106260.750000 sec): 3 clusters
  Score: Raw -1951291.365291 + Penalty 3160.572753 = -1948130.792538
  nChanged 3
		SP:Iteration 61Q (106260.930000 sec): 3 clusters
  Score: Raw -1951291.702276 + Penalty 3160.572753 = -1948131.129523
  nChanged 3
		SP:Iteration 62Q (106261.110000 sec): 3 clusters
  Score: Raw -1951292.084606 + Penalty 3160.572753 = -1948131.511853
  nChanged 9
		SP:Iteration 63Q (106261.290000 sec): 3 clusters
  Score: Raw -1951292.983548 + Penalty 3160.572753 = -1948132.410794
  nChanged 7
		SP:Iteration 64Q (106261.470000 sec): 3 clusters
  Score: Raw -1951294.096403 + Penalty 3160.572753 = -1948133.523649
  nChanged 14
		SP:Iteration 65Q (106261.650000 sec): 3 clusters
  Score: Raw -1951296.128386 + Penalty 3160.572753 = -1948135.555633
  nChanged 13
		SP:Iteration 66Q (106261.830000 sec): 3 clusters
  Score: Raw -1951297.623337 + Penalty 3160.572753 = -1948137.050584
  nChanged 16
		SP:Iteration 67Q (106262.010000 sec): 3 clusters
  Score: Raw -1951298.989286 + Penalty 3160.572753 = -1948138.416533
  nChanged 14
		SP:Iteration 68Q (106262.200000 sec): 3 clusters
  Score: Raw -1951300.463982 + Penalty 3160.572753 = -1948139.891229
  nChanged 15
		SP:Iteration 69Q (106262.450000 sec): 3 clusters
  Score: Raw -1951301.653673 + Penalty 3160.572753 = -1948141.080920
  nChanged 12
		SP:Iteration 70Q (106262.670000 sec): 3 clusters
  Score: Raw -1951302.457072 + Penalty 3160.572753 = -1948141.884318
  nChanged 10
		SP:Iteration 71Q (106262.850000 sec): 3 clusters
  Score: Raw -1951303.258314 + Penalty 3160.572753 = -1948142.685561
  nChanged 7
		SP:Iteration 72Q (106263.030000 sec): 3 clusters
  Score: Raw -1951303.783285 + Penalty 3160.572753 = -1948143.210532
  nChanged 5
		SP:Iteration 73Q (106263.210000 sec): 3 clusters
  Score: Raw -1951304.179004 + Penalty 3160.572753 = -1948143.606251
  nChanged 4
		SP:Iteration 74Q (106263.390000 sec): 3 clusters
  Score: Raw -1951304.353384 + Penalty 3160.572753 = -1948143.780631
  nChanged 6
		SP:Iteration 75Q (106263.570000 sec): 3 clusters
  Score: Raw -1951304.889165 + Penalty 3160.572753 = -1948144.316412
  nChanged 4
		SP:Iteration 76Q (106263.760000 sec): 3 clusters
  Score: Raw -1951305.113893 + Penalty 3160.572753 = -1948144.541140
  nChanged 1
		SP:Iteration 77Q (106263.940000 sec): 3 clusters
  Score: Raw -1951305.145516 + Penalty 3160.572753 = -1948144.572763
  nChanged 0
		SP:Iteration 78F (106264.130000 sec): 3 clusters
  Score: Raw -1951305.145516 + Penalty 3160.572753 = -1948144.572763
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 68 (8429 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106264.220000 sec): 2 clusters
  Score: Raw -988875.185769 + Penalty 1468.907931 = -987406.277839
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106264.370000 sec): 3 clusters
  Score: Raw -984081.557966 + Penalty 2937.815861 = -981143.742104
  nChanged 3659
		SP:Iteration 1F (106264.490000 sec): 3 clusters
  Score: Raw -986074.594151 + Penalty 2937.815861 = -983136.778289
  nChanged 546
		SP:Iteration 2F (106264.610000 sec): 3 clusters
  Score: Raw -986360.814606 + Penalty 2937.815861 = -983422.998744
  nChanged 482
		SP:Iteration 3F (106264.730000 sec): 3 clusters
  Score: Raw -986645.981242 + Penalty 2937.815861 = -983708.165381
  nChanged 481
		SP:Iteration 4F (106264.860000 sec): 3 clusters
  Score: Raw -986946.175624 + Penalty 2937.815861 = -984008.359763
  nChanged 487
		SP:Iteration 5F (106264.980000 sec): 3 clusters
  Score: Raw -987239.598443 + Penalty 2937.815861 = -984301.782581
  nChanged 490
		SP:Iteration 6F (106265.100000 sec): 3 clusters
  Score: Raw -987539.977387 + Penalty 2937.815861 = -984602.161525
  nChanged 469
		SP:Iteration 7F (106265.220000 sec): 3 clusters
  Score: Raw -987843.976009 + Penalty 2937.815861 = -984906.160147
  nChanged 461
		SP:Iteration 8F (106265.340000 sec): 3 clusters
  Score: Raw -988191.553354 + Penalty 2937.815861 = -985253.737492
  nChanged 458
		SP:Iteration 9F (106265.480000 sec): 3 clusters
  Score: Raw -988568.269013 + Penalty 2937.815861 = -985630.453152
  nChanged 380
		SP:Iteration 10Q (106265.600000 sec): 3 clusters
  Score: Raw -988945.473934 + Penalty 2937.815861 = -986007.658073
  nChanged 309
		SP:Iteration 11Q (106265.730000 sec): 3 clusters
  Score: Raw -989294.871294 + Penalty 2937.815861 = -986357.055432
  nChanged 199
		SP:Iteration 12Q (106265.860000 sec): 3 clusters
  Score: Raw -989476.040961 + Penalty 2937.815861 = -986538.225100
  nChanged 132
		SP:Iteration 13Q (106265.980000 sec): 3 clusters
  Score: Raw -989576.275171 + Penalty 2937.815861 = -986638.459309
  nChanged 90
		SP:Iteration 14Q (106266.110000 sec): 3 clusters
  Score: Raw -989633.432580 + Penalty 2937.815861 = -986695.616718
  nChanged 54
		SP:Iteration 15Q (106266.230000 sec): 3 clusters
  Score: Raw -989660.836197 + Penalty 2937.815861 = -986723.020335
  nChanged 35
		SP:Iteration 16Q (106266.360000 sec): 3 clusters
  Score: Raw -989680.649814 + Penalty 2937.815861 = -986742.833952
  nChanged 26
		SP:Iteration 17Q (106266.480000 sec): 3 clusters
  Score: Raw -989693.996099 + Penalty 2937.815861 = -986756.180238
  nChanged 25
		SP:Iteration 18Q (106266.600000 sec): 3 clusters
  Score: Raw -989703.875140 + Penalty 2937.815861 = -986766.059279
  nChanged 21
		SP:Iteration 19Q (106266.720000 sec): 3 clusters
  Score: Raw -989716.929841 + Penalty 2937.815861 = -986779.113979
  nChanged 22
		SP:Iteration 20F (106266.860000 sec): 3 clusters
  Score: Raw -989731.954566 + Penalty 2937.815861 = -986794.138705
  nChanged 25
		SP:Iteration 21Q (106266.980000 sec): 3 clusters
  Score: Raw -989745.840143 + Penalty 2937.815861 = -986808.024282
  nChanged 22
		SP:Iteration 22Q (106267.100000 sec): 3 clusters
  Score: Raw -989761.362682 + Penalty 2937.815861 = -986823.546821
  nChanged 31
		SP:Iteration 23Q (106267.220000 sec): 3 clusters
  Score: Raw -989789.849533 + Penalty 2937.815861 = -986852.033672
  nChanged 40
		SP:Iteration 24Q (106267.340000 sec): 3 clusters
  Score: Raw -989824.663123 + Penalty 2937.815861 = -986886.847261
  nChanged 32
		SP:Iteration 25Q (106267.460000 sec): 3 clusters
  Score: Raw -989847.911648 + Penalty 2937.815861 = -986910.095786
  nChanged 20
		SP:Iteration 26Q (106267.590000 sec): 3 clusters
  Score: Raw -989856.923214 + Penalty 2937.815861 = -986919.107352
  nChanged 11
		SP:Iteration 27Q (106267.710000 sec): 3 clusters
  Score: Raw -989861.796069 + Penalty 2937.815861 = -986923.980207
  nChanged 7
		SP:Iteration 28Q (106267.830000 sec): 3 clusters
  Score: Raw -989865.622365 + Penalty 2937.815861 = -986927.806503
  nChanged 4
		SP:Iteration 29Q (106267.950000 sec): 3 clusters
  Score: Raw -989866.917729 + Penalty 2937.815861 = -986929.101868
  nChanged 3
		SP:Iteration 30Q (106268.060000 sec): 3 clusters
  Score: Raw -989867.836719 + Penalty 2937.815861 = -986930.020858
  nChanged 1
		SP:Iteration 31Q (106268.180000 sec): 3 clusters
  Score: Raw -989868.297221 + Penalty 2937.815861 = -986930.481360
  nChanged 1
		SP:Iteration 32Q (106268.300000 sec): 3 clusters
  Score: Raw -989868.813447 + Penalty 2937.815861 = -986930.997585
  nChanged 0
		SP:Iteration 33F (106268.420000 sec): 3 clusters
  Score: Raw -989868.813447 + Penalty 2937.815861 = -986930.997585
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 69 (2551 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106268.490000 sec): 2 clusters
  Score: Raw -274045.342285 + Penalty 1274.689117 = -272770.653168
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106268.540000 sec): 3 clusters
  Score: Raw -272848.055023 + Penalty 2549.378233 = -270298.676790
  nChanged 936
		SP:Iteration 1F (106268.600000 sec): 3 clusters
  Score: Raw -273544.597880 + Penalty 2549.378233 = -270995.219647
  nChanged 239
		SP:Iteration 2F (106268.640000 sec): 3 clusters
  Score: Raw -273746.804838 + Penalty 2549.378233 = -271197.426605
  nChanged 148
		SP:Iteration 3F (106268.690000 sec): 3 clusters
  Score: Raw -273861.717301 + Penalty 2549.378233 = -271312.339068
  nChanged 105
		SP:Iteration 4Q (106268.740000 sec): 3 clusters
  Score: Raw -273934.176435 + Penalty 2549.378233 = -271384.798202
  nChanged 84
		SP:Iteration 5Q (106268.790000 sec): 3 clusters
  Score: Raw -273990.807383 + Penalty 2549.378233 = -271441.429150
  nChanged 66
		SP:Iteration 6Q (106268.840000 sec): 3 clusters
  Score: Raw -274036.872209 + Penalty 2549.378233 = -271487.493976
  nChanged 62
		SP:Iteration 7Q (106268.890000 sec): 3 clusters
  Score: Raw -274078.747644 + Penalty 2549.378233 = -271529.369411
  nChanged 67
		SP:Iteration 8Q (106268.940000 sec): 3 clusters
  Score: Raw -274122.904262 + Penalty 2549.378233 = -271573.526029
  nChanged 56
		SP:Iteration 9Q (106268.980000 sec): 3 clusters
  Score: Raw -274164.016702 + Penalty 2549.378233 = -271614.638469
  nChanged 59
		SP:Iteration 10Q (106269.030000 sec): 3 clusters
  Score: Raw -274210.419199 + Penalty 2549.378233 = -271661.040965
  nChanged 52
		SP:Iteration 11Q (106269.080000 sec): 3 clusters
  Score: Raw -274246.982994 + Penalty 2549.378233 = -271697.604760
  nChanged 41
		SP:Iteration 12Q (106269.130000 sec): 3 clusters
  Score: Raw -274280.146101 + Penalty 2549.378233 = -271730.767868
  nChanged 35
		SP:Iteration 13Q (106269.180000 sec): 3 clusters
  Score: Raw -274306.807494 + Penalty 2549.378233 = -271757.429260
  nChanged 25
		SP:Iteration 14Q (106269.230000 sec): 3 clusters
  Score: Raw -274317.624081 + Penalty 2549.378233 = -271768.245848
  nChanged 16
		SP:Iteration 15Q (106269.280000 sec): 3 clusters
  Score: Raw -274325.205254 + Penalty 2549.378233 = -271775.827021
  nChanged 19
		SP:Iteration 16Q (106269.320000 sec): 3 clusters
  Score: Raw -274338.495859 + Penalty 2549.378233 = -271789.117626
  nChanged 25
		SP:Iteration 17Q (106269.370000 sec): 3 clusters
  Score: Raw -274358.201876 + Penalty 2549.378233 = -271808.823643
  nChanged 23
		SP:Iteration 18Q (106269.420000 sec): 3 clusters
  Score: Raw -274372.009674 + Penalty 2549.378233 = -271822.631440
  nChanged 21
		SP:Iteration 19Q (106269.470000 sec): 3 clusters
  Score: Raw -274382.566039 + Penalty 2549.378233 = -271833.187806
  nChanged 17
		SP:Iteration 20F (106269.520000 sec): 3 clusters
  Score: Raw -274390.344030 + Penalty 2549.378233 = -271840.965796
  nChanged 21
		SP:Iteration 21Q (106269.570000 sec): 3 clusters
  Score: Raw -274401.855926 + Penalty 2549.378233 = -271852.477693
  nChanged 21
		SP:Iteration 22Q (106269.620000 sec): 3 clusters
  Score: Raw -274418.075602 + Penalty 2549.378233 = -271868.697369
  nChanged 27
		SP:Iteration 23Q (106269.670000 sec): 3 clusters
  Score: Raw -274436.055047 + Penalty 2549.378233 = -271886.676814
  nChanged 33
		SP:Iteration 24Q (106269.720000 sec): 3 clusters
  Score: Raw -274459.147661 + Penalty 2549.378233 = -271909.769427
  nChanged 27
		SP:Iteration 25Q (106269.770000 sec): 3 clusters
  Score: Raw -274482.386200 + Penalty 2549.378233 = -271933.007967
  nChanged 35
		SP:Iteration 26Q (106269.810000 sec): 3 clusters
  Score: Raw -274513.003486 + Penalty 2549.378233 = -271963.625253
  nChanged 26
		SP:Iteration 27Q (106269.860000 sec): 3 clusters
  Score: Raw -274548.627584 + Penalty 2549.378233 = -271999.249350
  nChanged 36
		SP:Iteration 28Q (106269.910000 sec): 3 clusters
  Score: Raw -274594.384536 + Penalty 2549.378233 = -272045.006303
  nChanged 51
		SP:Iteration 29Q (106269.960000 sec): 3 clusters
  Score: Raw -274659.286826 + Penalty 2549.378233 = -272109.908593
  nChanged 51
		SP:Iteration 30Q (106270.010000 sec): 3 clusters
  Score: Raw -274734.735722 + Penalty 2549.378233 = -272185.357488
  nChanged 43
		SP:Iteration 31Q (106270.050000 sec): 3 clusters
  Score: Raw -274786.259445 + Penalty 2549.378233 = -272236.881212
  nChanged 41
		SP:Iteration 32Q (106270.100000 sec): 3 clusters
  Score: Raw -274837.394019 + Penalty 2549.378233 = -272288.015786
  nChanged 45
		SP:Iteration 33Q (106270.150000 sec): 3 clusters
  Score: Raw -274888.115953 + Penalty 2549.378233 = -272338.737719
  nChanged 28
		SP:Iteration 34Q (106270.190000 sec): 3 clusters
  Score: Raw -274919.264039 + Penalty 2549.378233 = -272369.885805
  nChanged 26
		SP:Iteration 35Q (106270.240000 sec): 3 clusters
  Score: Raw -274960.309424 + Penalty 2549.378233 = -272410.931191
  nChanged 18
		SP:Iteration 36Q (106270.280000 sec): 3 clusters
  Score: Raw -274983.834030 + Penalty 2549.378233 = -272434.455796
  nChanged 15
		SP:Iteration 37Q (106270.330000 sec): 3 clusters
  Score: Raw -275001.939747 + Penalty 2549.378233 = -272452.561514
  nChanged 17
		SP:Iteration 38Q (106270.370000 sec): 3 clusters
  Score: Raw -275023.514844 + Penalty 2549.378233 = -272474.136611
  nChanged 18
		SP:Iteration 39Q (106270.420000 sec): 3 clusters
  Score: Raw -275040.145148 + Penalty 2549.378233 = -272490.766915
  nChanged 10
		SP:Iteration 40F (106270.470000 sec): 3 clusters
  Score: Raw -275049.214044 + Penalty 2549.378233 = -272499.835810
  nChanged 9
		SP:Iteration 41Q (106270.520000 sec): 3 clusters
  Score: Raw -275054.468381 + Penalty 2549.378233 = -272505.090148
  nChanged 6
		SP:Iteration 42Q (106270.560000 sec): 3 clusters
  Score: Raw -275056.935115 + Penalty 2549.378233 = -272507.556882
  nChanged 1
		SP:Iteration 43Q (106270.610000 sec): 3 clusters
  Score: Raw -275057.211024 + Penalty 2549.378233 = -272507.832790
  nChanged 1
		SP:Iteration 44Q (106270.650000 sec): 3 clusters
  Score: Raw -275057.520712 + Penalty 2549.378233 = -272508.142478
  nChanged 0
		SP:Iteration 45F (106270.710000 sec): 3 clusters
  Score: Raw -275057.520712 + Penalty 2549.378233 = -272508.142478
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 70 (4774 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106270.790000 sec): 2 clusters
  Score: Raw -516433.389614 + Penalty 1376.527719 = -515056.861895
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106270.900000 sec): 3 clusters
  Score: Raw -514009.660144 + Penalty 2753.055437 = -511256.604707
  nChanged 1941
		SP:Iteration 1F (106270.990000 sec): 3 clusters
  Score: Raw -515266.746719 + Penalty 2753.055437 = -512513.691282
  nChanged 412
		SP:Iteration 2F (106271.080000 sec): 3 clusters
  Score: Raw -515586.712012 + Penalty 2753.055437 = -512833.656575
  nChanged 343
		SP:Iteration 3F (106271.170000 sec): 3 clusters
  Score: Raw -515863.599560 + Penalty 2753.055437 = -513110.544123
  nChanged 281
		SP:Iteration 4F (106271.260000 sec): 3 clusters
  Score: Raw -516069.223467 + Penalty 2753.055437 = -513316.168030
  nChanged 224
		SP:Iteration 5Q (106271.350000 sec): 3 clusters
  Score: Raw -516203.280622 + Penalty 2753.055437 = -513450.225184
  nChanged 159
		SP:Iteration 6Q (106271.440000 sec): 3 clusters
  Score: Raw -516289.327134 + Penalty 2753.055437 = -513536.271696
  nChanged 124
		SP:Iteration 7Q (106271.530000 sec): 3 clusters
  Score: Raw -516355.006998 + Penalty 2753.055437 = -513601.951561
  nChanged 110
		SP:Iteration 8Q (106271.620000 sec): 3 clusters
  Score: Raw -516405.486837 + Penalty 2753.055437 = -513652.431400
  nChanged 80
		SP:Iteration 9Q (106271.710000 sec): 3 clusters
  Score: Raw -516440.111777 + Penalty 2753.055437 = -513687.056339
  nChanged 65
		SP:Iteration 10Q (106271.800000 sec): 3 clusters
  Score: Raw -516465.305419 + Penalty 2753.055437 = -513712.249982
  nChanged 59
		SP:Iteration 11Q (106271.890000 sec): 3 clusters
  Score: Raw -516482.197281 + Penalty 2753.055437 = -513729.141844
  nChanged 44
		SP:Iteration 12Q (106271.980000 sec): 3 clusters
  Score: Raw -516493.370045 + Penalty 2753.055437 = -513740.314608
  nChanged 31
		SP:Iteration 13Q (106272.070000 sec): 3 clusters
  Score: Raw -516501.433501 + Penalty 2753.055437 = -513748.378064
  nChanged 28
		SP:Iteration 14Q (106272.160000 sec): 3 clusters
  Score: Raw -516506.295184 + Penalty 2753.055437 = -513753.239747
  nChanged 15
		SP:Iteration 15Q (106272.250000 sec): 3 clusters
  Score: Raw -516509.002217 + Penalty 2753.055437 = -513755.946780
  nChanged 15
		SP:Iteration 16Q (106272.340000 sec): 3 clusters
  Score: Raw -516513.148982 + Penalty 2753.055437 = -513760.093544
  nChanged 19
		SP:Iteration 17Q (106272.430000 sec): 3 clusters
  Score: Raw -516519.112706 + Penalty 2753.055437 = -513766.057268
  nChanged 19
		SP:Iteration 18Q (106272.520000 sec): 3 clusters
  Score: Raw -516525.621364 + Penalty 2753.055437 = -513772.565927
  nChanged 27
		SP:Iteration 19Q (106272.610000 sec): 3 clusters
  Score: Raw -516535.579102 + Penalty 2753.055437 = -513782.523665
  nChanged 33
		SP:Iteration 20F (106272.700000 sec): 3 clusters
  Score: Raw -516548.162709 + Penalty 2753.055437 = -513795.107272
  nChanged 33
		SP:Iteration 21Q (106272.790000 sec): 3 clusters
  Score: Raw -516558.437734 + Penalty 2753.055437 = -513805.382296
  nChanged 25
		SP:Iteration 22Q (106272.880000 sec): 3 clusters
  Score: Raw -516568.561099 + Penalty 2753.055437 = -513815.505662
  nChanged 38
		SP:Iteration 23Q (106272.970000 sec): 3 clusters
  Score: Raw -516580.080124 + Penalty 2753.055437 = -513827.024687
  nChanged 29
		SP:Iteration 24Q (106273.070000 sec): 3 clusters
  Score: Raw -516588.070687 + Penalty 2753.055437 = -513835.015250
  nChanged 42
		SP:Iteration 25Q (106273.150000 sec): 3 clusters
  Score: Raw -516601.229379 + Penalty 2753.055437 = -513848.173942
  nChanged 41
		SP:Iteration 26Q (106273.250000 sec): 3 clusters
  Score: Raw -516612.979017 + Penalty 2753.055437 = -513859.923580
  nChanged 39
		SP:Iteration 27Q (106273.340000 sec): 3 clusters
  Score: Raw -516624.059148 + Penalty 2753.055437 = -513871.003710
  nChanged 34
		SP:Iteration 28Q (106273.430000 sec): 3 clusters
  Score: Raw -516633.740513 + Penalty 2753.055437 = -513880.685076
  nChanged 38
		SP:Iteration 29Q (106273.510000 sec): 3 clusters
  Score: Raw -516643.872652 + Penalty 2753.055437 = -513890.817215
  nChanged 38
		SP:Iteration 30Q (106273.610000 sec): 3 clusters
  Score: Raw -516652.337968 + Penalty 2753.055437 = -513899.282531
  nChanged 36
		SP:Iteration 31Q (106273.690000 sec): 3 clusters
  Score: Raw -516663.114198 + Penalty 2753.055437 = -513910.058761
  nChanged 41
		SP:Iteration 32Q (106273.790000 sec): 3 clusters
  Score: Raw -516676.142290 + Penalty 2753.055437 = -513923.086853
  nChanged 39
		SP:Iteration 33Q (106273.870000 sec): 3 clusters
  Score: Raw -516686.886652 + Penalty 2753.055437 = -513933.831215
  nChanged 41
		SP:Iteration 34Q (106273.960000 sec): 3 clusters
  Score: Raw -516697.682711 + Penalty 2753.055437 = -513944.627274
  nChanged 36
		SP:Iteration 35Q (106274.050000 sec): 3 clusters
  Score: Raw -516706.088706 + Penalty 2753.055437 = -513953.033269
  nChanged 26
		SP:Iteration 36Q (106274.140000 sec): 3 clusters
  Score: Raw -516712.117380 + Penalty 2753.055437 = -513959.061943
  nChanged 29
		SP:Iteration 37Q (106274.230000 sec): 3 clusters
  Score: Raw -516719.845432 + Penalty 2753.055437 = -513966.789995
  nChanged 27
		SP:Iteration 38Q (106274.320000 sec): 3 clusters
  Score: Raw -516729.219095 + Penalty 2753.055437 = -513976.163658
  nChanged 28
		SP:Iteration 39Q (106274.410000 sec): 3 clusters
  Score: Raw -516738.752516 + Penalty 2753.055437 = -513985.697079
  nChanged 31
		SP:Iteration 40F (106274.500000 sec): 3 clusters
  Score: Raw -516748.046227 + Penalty 2753.055437 = -513994.990790
  nChanged 28
		SP:Iteration 41Q (106274.590000 sec): 3 clusters
  Score: Raw -516756.091972 + Penalty 2753.055437 = -514003.036535
  nChanged 35
		SP:Iteration 42Q (106274.680000 sec): 3 clusters
  Score: Raw -516766.881699 + Penalty 2753.055437 = -514013.826262
  nChanged 43
		SP:Iteration 43Q (106274.770000 sec): 3 clusters
  Score: Raw -516782.437080 + Penalty 2753.055437 = -514029.381643
  nChanged 46
		SP:Iteration 44Q (106274.860000 sec): 3 clusters
  Score: Raw -516799.806394 + Penalty 2753.055437 = -514046.750957
  nChanged 52
		SP:Iteration 45Q (106274.950000 sec): 3 clusters
  Score: Raw -516819.963315 + Penalty 2753.055437 = -514066.907878
  nChanged 68
		SP:Iteration 46Q (106275.040000 sec): 3 clusters
  Score: Raw -516848.727588 + Penalty 2753.055437 = -514095.672150
  nChanged 62
		SP:Iteration 47Q (106275.130000 sec): 3 clusters
  Score: Raw -516878.106950 + Penalty 2753.055437 = -514125.051513
  nChanged 58
		SP:Iteration 48Q (106275.210000 sec): 3 clusters
  Score: Raw -516906.369250 + Penalty 2753.055437 = -514153.313813
  nChanged 66
		SP:Iteration 49Q (106275.310000 sec): 3 clusters
  Score: Raw -516935.742789 + Penalty 2753.055437 = -514182.687352
  nChanged 60
		SP:Iteration 50Q (106275.390000 sec): 3 clusters
  Score: Raw -516963.012103 + Penalty 2753.055437 = -514209.956666
  nChanged 54
		SP:Iteration 51Q (106275.480000 sec): 3 clusters
  Score: Raw -516984.295835 + Penalty 2753.055437 = -514231.240398
  nChanged 47
		SP:Iteration 52Q (106275.570000 sec): 3 clusters
  Score: Raw -517012.333342 + Penalty 2753.055437 = -514259.277905
  nChanged 51
		SP:Iteration 53Q (106275.660000 sec): 3 clusters
  Score: Raw -517043.425889 + Penalty 2753.055437 = -514290.370452
  nChanged 45
		SP:Iteration 54Q (106275.750000 sec): 3 clusters
  Score: Raw -517072.491424 + Penalty 2753.055437 = -514319.435987
  nChanged 47
		SP:Iteration 55Q (106275.830000 sec): 3 clusters
  Score: Raw -517102.624204 + Penalty 2753.055437 = -514349.568767
  nChanged 51
		SP:Iteration 56Q (106275.920000 sec): 3 clusters
  Score: Raw -517132.634794 + Penalty 2753.055437 = -514379.579357
  nChanged 41
		SP:Iteration 57Q (106276.010000 sec): 3 clusters
  Score: Raw -517155.479862 + Penalty 2753.055437 = -514402.424424
  nChanged 32
		SP:Iteration 58Q (106276.100000 sec): 3 clusters
  Score: Raw -517166.837626 + Penalty 2753.055437 = -514413.782189
  nChanged 24
		SP:Iteration 59Q (106276.190000 sec): 3 clusters
  Score: Raw -517175.949847 + Penalty 2753.055437 = -514422.894410
  nChanged 25
		SP:Iteration 60F (106276.270000 sec): 3 clusters
  Score: Raw -517183.239710 + Penalty 2753.055437 = -514430.184273
  nChanged 21
		SP:Iteration 61Q (106276.360000 sec): 3 clusters
  Score: Raw -517190.457149 + Penalty 2753.055437 = -514437.401712
  nChanged 15
		SP:Iteration 62Q (106276.450000 sec): 3 clusters
  Score: Raw -517194.646145 + Penalty 2753.055437 = -514441.590708
  nChanged 14
		SP:Iteration 63Q (106276.540000 sec): 3 clusters
  Score: Raw -517199.281583 + Penalty 2753.055437 = -514446.226145
  nChanged 7
		SP:Iteration 64Q (106276.630000 sec): 3 clusters
  Score: Raw -517201.336796 + Penalty 2753.055437 = -514448.281359
  nChanged 8
		SP:Iteration 65Q (106276.710000 sec): 3 clusters
  Score: Raw -517202.984148 + Penalty 2753.055437 = -514449.928711
  nChanged 2
		SP:Iteration 66Q (106276.800000 sec): 3 clusters
  Score: Raw -517203.242672 + Penalty 2753.055437 = -514450.187235
  nChanged 2
		SP:Iteration 67Q (106276.890000 sec): 3 clusters
  Score: Raw -517203.646175 + Penalty 2753.055437 = -514450.590738
  nChanged 3
		SP:Iteration 68Q (106276.970000 sec): 3 clusters
  Score: Raw -517204.402694 + Penalty 2753.055437 = -514451.347257
  nChanged 1
		SP:Iteration 69Q (106277.060000 sec): 3 clusters
  Score: Raw -517204.915085 + Penalty 2753.055437 = -514451.859647
  nChanged 1
		SP:Iteration 70Q (106277.150000 sec): 3 clusters
  Score: Raw -517206.779063 + Penalty 2753.055437 = -514453.723626
  nChanged 4
		SP:Iteration 71Q (106277.240000 sec): 3 clusters
  Score: Raw -517207.850176 + Penalty 2753.055437 = -514454.794738
  nChanged 2
		SP:Iteration 72Q (106277.330000 sec): 3 clusters
  Score: Raw -517208.652098 + Penalty 2753.055437 = -514455.596660
  nChanged 1
		SP:Iteration 73Q (106277.410000 sec): 3 clusters
  Score: Raw -517209.434925 + Penalty 2753.055437 = -514456.379488
  nChanged 3
		SP:Iteration 74Q (106277.500000 sec): 3 clusters
  Score: Raw -517210.652357 + Penalty 2753.055437 = -514457.596920
  nChanged 4
		SP:Iteration 75Q (106277.590000 sec): 3 clusters
  Score: Raw -517211.986528 + Penalty 2753.055437 = -514458.931091
  nChanged 3
		SP:Iteration 76Q (106277.680000 sec): 3 clusters
  Score: Raw -517212.582056 + Penalty 2753.055437 = -514459.526618
  nChanged 4
		SP:Iteration 77Q (106277.770000 sec): 3 clusters
  Score: Raw -517213.391085 + Penalty 2753.055437 = -514460.335648
  nChanged 4
		SP:Iteration 78Q (106277.850000 sec): 3 clusters
  Score: Raw -517214.855778 + Penalty 2753.055437 = -514461.800340
  nChanged 4
		SP:Iteration 79Q (106277.940000 sec): 3 clusters
  Score: Raw -517216.368402 + Penalty 2753.055437 = -514463.312965
  nChanged 3
		SP:Iteration 80F (106278.030000 sec): 3 clusters
  Score: Raw -517217.558303 + Penalty 2753.055437 = -514464.502865
  nChanged 1
		SP:Iteration 81Q (106278.120000 sec): 3 clusters
  Score: Raw -517217.913223 + Penalty 2753.055437 = -514464.857786
  nChanged 0
		SP:Iteration 82F (106278.210000 sec): 3 clusters
  Score: Raw -517217.913223 + Penalty 2753.055437 = -514464.857786
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 71 (490 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106278.260000 sec): 2 clusters
  Score: Raw -55922.753356 + Penalty 1006.590876 = -54916.162480
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106278.270000 sec): 3 clusters
  Score: Raw -55871.925100 + Penalty 2013.181752 = -53858.743348
  nChanged 99
		SP:Iteration 1F (106278.280000 sec): 3 clusters
  Score: Raw -56017.465053 + Penalty 2013.181752 = -54004.283301
  nChanged 26
		SP:Iteration 2F (106278.290000 sec): 3 clusters
  Score: Raw -56071.609797 + Penalty 2013.181752 = -54058.428045
  nChanged 18
		SP:Iteration 3Q (106278.310000 sec): 3 clusters
  Score: Raw -56113.108419 + Penalty 2013.181752 = -54099.926667
  nChanged 12
		SP:Iteration 4Q (106278.310000 sec): 3 clusters
  Score: Raw -56138.098898 + Penalty 2013.181752 = -54124.917146
  nChanged 9
		SP:Iteration 5Q (106278.330000 sec): 3 clusters
  Score: Raw -56150.281669 + Penalty 2013.181752 = -54137.099917
  nChanged 7
		SP:Iteration 6Q (106278.330000 sec): 3 clusters
  Score: Raw -56161.389031 + Penalty 2013.181752 = -54148.207279
  nChanged 5
		SP:Iteration 7Q (106278.350000 sec): 3 clusters
  Score: Raw -56171.906264 + Penalty 2013.181752 = -54158.724512
  nChanged 3
		SP:Iteration 8Q (106278.350000 sec): 3 clusters
  Score: Raw -56175.603613 + Penalty 2013.181752 = -54162.421861
  nChanged 2
		SP:Iteration 9Q (106278.370000 sec): 3 clusters
  Score: Raw -56179.051983 + Penalty 2013.181752 = -54165.870231
  nChanged 1
		SP:Iteration 10Q (106278.370000 sec): 3 clusters
  Score: Raw -56180.900960 + Penalty 2013.181752 = -54167.719208
  nChanged 1
		SP:Iteration 11Q (106278.390000 sec): 3 clusters
  Score: Raw -56185.480400 + Penalty 2013.181752 = -54172.298648
  nChanged 1
		SP:Iteration 12Q (106278.390000 sec): 3 clusters
  Score: Raw -56186.422045 + Penalty 2013.181752 = -54173.240293
  nChanged 0
		SP:Iteration 13F (106278.410000 sec): 3 clusters
  Score: Raw -56186.422045 + Penalty 2013.181752 = -54173.240293
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 72 (2038 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106278.470000 sec): 2 clusters
  Score: Raw -236378.384857 + Penalty 1238.205185 = -235140.179672
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106278.510000 sec): 3 clusters
  Score: Raw -235546.662105 + Penalty 2476.410369 = -233070.251736
  nChanged 702
		SP:Iteration 1F (106278.550000 sec): 3 clusters
  Score: Raw -236076.625297 + Penalty 2476.410369 = -233600.214928
  nChanged 186
		SP:Iteration 2F (106278.590000 sec): 3 clusters
  Score: Raw -236285.146536 + Penalty 2476.410369 = -233808.736166
  nChanged 134
		SP:Iteration 3F (106278.620000 sec): 3 clusters
  Score: Raw -236441.091078 + Penalty 2476.410369 = -233964.680709
  nChanged 106
		SP:Iteration 4F (106278.660000 sec): 3 clusters
  Score: Raw -236551.862796 + Penalty 2476.410369 = -234075.452426
  nChanged 87
		SP:Iteration 5Q (106278.700000 sec): 3 clusters
  Score: Raw -236654.539673 + Penalty 2476.410369 = -234178.129303
  nChanged 87
		SP:Iteration 6Q (106278.730000 sec): 3 clusters
  Score: Raw -236771.403423 + Penalty 2476.410369 = -234294.993053
  nChanged 84
		SP:Iteration 7Q (106278.770000 sec): 3 clusters
  Score: Raw -236851.185077 + Penalty 2476.410369 = -234374.774707
  nChanged 54
		SP:Iteration 8Q (106278.810000 sec): 3 clusters
  Score: Raw -236908.614389 + Penalty 2476.410369 = -234432.204020
  nChanged 46
		SP:Iteration 9Q (106278.840000 sec): 3 clusters
  Score: Raw -236963.010305 + Penalty 2476.410369 = -234486.599936
  nChanged 45
		SP:Iteration 10Q (106278.880000 sec): 3 clusters
  Score: Raw -237010.352246 + Penalty 2476.410369 = -234533.941876
  nChanged 33
		SP:Iteration 11Q (106278.910000 sec): 3 clusters
  Score: Raw -237046.072470 + Penalty 2476.410369 = -234569.662101
  nChanged 34
		SP:Iteration 12Q (106278.980000 sec): 3 clusters
  Score: Raw -237079.150185 + Penalty 2476.410369 = -234602.739816
  nChanged 25
		SP:Iteration 13Q (106279.010000 sec): 3 clusters
  Score: Raw -237095.789696 + Penalty 2476.410369 = -234619.379327
  nChanged 16
		SP:Iteration 14Q (106279.050000 sec): 3 clusters
  Score: Raw -237109.305161 + Penalty 2476.410369 = -234632.894791
  nChanged 12
		SP:Iteration 15Q (106279.090000 sec): 3 clusters
  Score: Raw -237118.283768 + Penalty 2476.410369 = -234641.873399
  nChanged 9
		SP:Iteration 16Q (106279.120000 sec): 3 clusters
  Score: Raw -237122.584829 + Penalty 2476.410369 = -234646.174459
  nChanged 1
		SP:Iteration 17Q (106279.160000 sec): 3 clusters
  Score: Raw -237122.774194 + Penalty 2476.410369 = -234646.363824
  nChanged 0
		SP:Iteration 18F (106279.190000 sec): 3 clusters
  Score: Raw -237122.774194 + Penalty 2476.410369 = -234646.363824
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 73 (3497 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106279.270000 sec): 2 clusters
  Score: Raw -393634.577735 + Penalty 1325.944870 = -392308.632866
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106279.340000 sec): 3 clusters
  Score: Raw -391894.125567 + Penalty 2651.889740 = -389242.235827
  nChanged 1373
		SP:Iteration 1F (106279.410000 sec): 3 clusters
  Score: Raw -392680.343648 + Penalty 2651.889740 = -390028.453909
  nChanged 290
		SP:Iteration 2F (106279.470000 sec): 3 clusters
  Score: Raw -392869.663809 + Penalty 2651.889740 = -390217.774070
  nChanged 201
		SP:Iteration 3F (106279.540000 sec): 3 clusters
  Score: Raw -393003.091032 + Penalty 2651.889740 = -390351.201292
  nChanged 173
		SP:Iteration 4Q (106279.600000 sec): 3 clusters
  Score: Raw -393127.705553 + Penalty 2651.889740 = -390475.815813
  nChanged 158
		SP:Iteration 5Q (106279.670000 sec): 3 clusters
  Score: Raw -393235.162116 + Penalty 2651.889740 = -390583.272376
  nChanged 116
		SP:Iteration 6Q (106279.730000 sec): 3 clusters
  Score: Raw -393306.150590 + Penalty 2651.889740 = -390654.260851
  nChanged 117
		SP:Iteration 7Q (106279.790000 sec): 3 clusters
  Score: Raw -393368.681198 + Penalty 2651.889740 = -390716.791458
  nChanged 97
		SP:Iteration 8Q (106279.850000 sec): 3 clusters
  Score: Raw -393419.817309 + Penalty 2651.889740 = -390767.927569
  nChanged 83
		SP:Iteration 9Q (106279.910000 sec): 3 clusters
  Score: Raw -393458.247390 + Penalty 2651.889740 = -390806.357651
  nChanged 69
		SP:Iteration 10Q (106279.980000 sec): 3 clusters
  Score: Raw -393487.543855 + Penalty 2651.889740 = -390835.654116
  nChanged 62
		SP:Iteration 11Q (106280.040000 sec): 3 clusters
  Score: Raw -393522.125250 + Penalty 2651.889740 = -390870.235511
  nChanged 48
		SP:Iteration 12Q (106280.110000 sec): 3 clusters
  Score: Raw -393545.997791 + Penalty 2651.889740 = -390894.108051
  nChanged 49
		SP:Iteration 13Q (106280.170000 sec): 3 clusters
  Score: Raw -393568.992980 + Penalty 2651.889740 = -390917.103240
  nChanged 48
		SP:Iteration 14Q (106280.230000 sec): 3 clusters
  Score: Raw -393589.895732 + Penalty 2651.889740 = -390938.005993
  nChanged 47
		SP:Iteration 15Q (106280.290000 sec): 3 clusters
  Score: Raw -393612.378976 + Penalty 2651.889740 = -390960.489237
  nChanged 53
		SP:Iteration 16Q (106280.360000 sec): 3 clusters
  Score: Raw -393642.243708 + Penalty 2651.889740 = -390990.353968
  nChanged 63
		SP:Iteration 17Q (106280.420000 sec): 3 clusters
  Score: Raw -393676.020826 + Penalty 2651.889740 = -391024.131086
  nChanged 59
		SP:Iteration 18Q (106280.480000 sec): 3 clusters
  Score: Raw -393701.463646 + Penalty 2651.889740 = -391049.573906
  nChanged 48
		SP:Iteration 19Q (106280.550000 sec): 3 clusters
  Score: Raw -393723.904106 + Penalty 2651.889740 = -391072.014366
  nChanged 48
		SP:Iteration 20F (106280.610000 sec): 3 clusters
  Score: Raw -393745.209789 + Penalty 2651.889740 = -391093.320050
  nChanged 44
		SP:Iteration 21Q (106280.670000 sec): 3 clusters
  Score: Raw -393766.492226 + Penalty 2651.889740 = -391114.602487
  nChanged 36
		SP:Iteration 22Q (106280.730000 sec): 3 clusters
  Score: Raw -393789.994343 + Penalty 2651.889740 = -391138.104603
  nChanged 42
		SP:Iteration 23Q (106280.790000 sec): 3 clusters
  Score: Raw -393811.052786 + Penalty 2651.889740 = -391159.163047
  nChanged 36
		SP:Iteration 24Q (106280.860000 sec): 3 clusters
  Score: Raw -393829.392921 + Penalty 2651.889740 = -391177.503182
  nChanged 28
		SP:Iteration 25Q (106280.920000 sec): 3 clusters
  Score: Raw -393845.383667 + Penalty 2651.889740 = -391193.493927
  nChanged 27
		SP:Iteration 26Q (106280.980000 sec): 3 clusters
  Score: Raw -393858.768532 + Penalty 2651.889740 = -391206.878793
  nChanged 34
		SP:Iteration 27Q (106281.040000 sec): 3 clusters
  Score: Raw -393878.941440 + Penalty 2651.889740 = -391227.051701
  nChanged 41
		SP:Iteration 28Q (106281.110000 sec): 3 clusters
  Score: Raw -393904.635387 + Penalty 2651.889740 = -391252.745647
  nChanged 39
		SP:Iteration 29Q (106281.170000 sec): 3 clusters
  Score: Raw -393925.865204 + Penalty 2651.889740 = -391273.975464
  nChanged 23
		SP:Iteration 30Q (106281.230000 sec): 3 clusters
  Score: Raw -393938.517808 + Penalty 2651.889740 = -391286.628069
  nChanged 17
		SP:Iteration 31Q (106281.290000 sec): 3 clusters
  Score: Raw -393944.199253 + Penalty 2651.889740 = -391292.309513
  nChanged 9
		SP:Iteration 32Q (106281.350000 sec): 3 clusters
  Score: Raw -393949.860686 + Penalty 2651.889740 = -391297.970946
  nChanged 9
		SP:Iteration 33Q (106281.410000 sec): 3 clusters
  Score: Raw -393954.325564 + Penalty 2651.889740 = -391302.435824
  nChanged 9
		SP:Iteration 34Q (106281.470000 sec): 3 clusters
  Score: Raw -393956.929355 + Penalty 2651.889740 = -391305.039616
  nChanged 4
		SP:Iteration 35Q (106281.540000 sec): 3 clusters
  Score: Raw -393960.354988 + Penalty 2651.889740 = -391308.465248
  nChanged 6
		SP:Iteration 36Q (106281.600000 sec): 3 clusters
  Score: Raw -393964.795001 + Penalty 2651.889740 = -391312.905261
  nChanged 5
		SP:Iteration 37Q (106281.660000 sec): 3 clusters
  Score: Raw -393967.366640 + Penalty 2651.889740 = -391315.476901
  nChanged 6
		SP:Iteration 38Q (106281.720000 sec): 3 clusters
  Score: Raw -393969.857177 + Penalty 2651.889740 = -391317.967437
  nChanged 5
		SP:Iteration 39Q (106281.790000 sec): 3 clusters
  Score: Raw -393971.720994 + Penalty 2651.889740 = -391319.831255
  nChanged 2
		SP:Iteration 40F (106281.850000 sec): 3 clusters
  Score: Raw -393972.438274 + Penalty 2651.889740 = -391320.548535
  nChanged 2
		SP:Iteration 41Q (106281.910000 sec): 3 clusters
  Score: Raw -393972.825199 + Penalty 2651.889740 = -391320.935459
  nChanged 2
		SP:Iteration 42Q (106281.970000 sec): 3 clusters
  Score: Raw -393973.316299 + Penalty 2651.889740 = -391321.426559
  nChanged 1
		SP:Iteration 43Q (106282.030000 sec): 3 clusters
  Score: Raw -393973.743555 + Penalty 2651.889740 = -391321.853815
  nChanged 1
		SP:Iteration 44Q (106282.100000 sec): 3 clusters
  Score: Raw -393974.157332 + Penalty 2651.889740 = -391322.267592
  nChanged 0
		SP:Iteration 45F (106282.160000 sec): 3 clusters
  Score: Raw -393974.157332 + Penalty 2651.889740 = -391322.267592
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 74 (8513 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106282.270000 sec): 2 clusters
  Score: Raw -960458.681127 + Penalty 1470.519324 = -958988.161803
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106282.400000 sec): 3 clusters
  Score: Raw -955762.042871 + Penalty 2941.038648 = -952821.004223
  nChanged 3659
		SP:Iteration 1F (106282.520000 sec): 3 clusters
  Score: Raw -957891.163932 + Penalty 2941.038648 = -954950.125284
  nChanged 572
		SP:Iteration 2F (106282.650000 sec): 3 clusters
  Score: Raw -958170.503890 + Penalty 2941.038648 = -955229.465242
  nChanged 490
		SP:Iteration 3F (106282.780000 sec): 3 clusters
  Score: Raw -958422.185356 + Penalty 2941.038648 = -955481.146708
  nChanged 397
		SP:Iteration 4Q (106282.910000 sec): 3 clusters
  Score: Raw -958614.441154 + Penalty 2941.038648 = -955673.402506
  nChanged 351
		SP:Iteration 5Q (106283.050000 sec): 3 clusters
  Score: Raw -958793.923684 + Penalty 2941.038648 = -955852.885036
  nChanged 324
		SP:Iteration 6Q (106283.170000 sec): 3 clusters
  Score: Raw -959005.317319 + Penalty 2941.038648 = -956064.278671
  nChanged 355
		SP:Iteration 7Q (106283.310000 sec): 3 clusters
  Score: Raw -959244.785376 + Penalty 2941.038648 = -956303.746728
  nChanged 345
		SP:Iteration 8Q (106283.440000 sec): 3 clusters
  Score: Raw -959488.651424 + Penalty 2941.038648 = -956547.612776
  nChanged 345
		SP:Iteration 9Q (106283.570000 sec): 3 clusters
  Score: Raw -959716.344607 + Penalty 2941.038648 = -956775.305960
  nChanged 316
		SP:Iteration 10Q (106283.690000 sec): 3 clusters
  Score: Raw -959898.813519 + Penalty 2941.038648 = -956957.774871
  nChanged 275
		SP:Iteration 11Q (106283.810000 sec): 3 clusters
  Score: Raw -960054.773966 + Penalty 2941.038648 = -957113.735318
  nChanged 247
		SP:Iteration 12Q (106283.930000 sec): 3 clusters
  Score: Raw -960178.587538 + Penalty 2941.038648 = -957237.548891
  nChanged 212
		SP:Iteration 13Q (106284.050000 sec): 3 clusters
  Score: Raw -960285.848306 + Penalty 2941.038648 = -957344.809658
  nChanged 188
		SP:Iteration 14Q (106284.180000 sec): 3 clusters
  Score: Raw -960371.184565 + Penalty 2941.038648 = -957430.145917
  nChanged 165
		SP:Iteration 15Q (106284.310000 sec): 3 clusters
  Score: Raw -960448.929766 + Penalty 2941.038648 = -957507.891118
  nChanged 125
		SP:Iteration 16Q (106284.440000 sec): 3 clusters
  Score: Raw -960492.980543 + Penalty 2941.038648 = -957551.941895
  nChanged 104
		SP:Iteration 17Q (106284.570000 sec): 3 clusters
  Score: Raw -960526.325228 + Penalty 2941.038648 = -957585.286580
  nChanged 77
		SP:Iteration 18Q (106284.700000 sec): 3 clusters
  Score: Raw -960548.227031 + Penalty 2941.038648 = -957607.188383
  nChanged 84
		SP:Iteration 19Q (106284.830000 sec): 3 clusters
  Score: Raw -960574.316171 + Penalty 2941.038648 = -957633.277523
  nChanged 84
		SP:Iteration 20F (106284.960000 sec): 3 clusters
  Score: Raw -960600.153191 + Penalty 2941.038648 = -957659.114543
  nChanged 64
		SP:Iteration 21Q (106285.090000 sec): 3 clusters
  Score: Raw -960614.590139 + Penalty 2941.038648 = -957673.551491
  nChanged 49
		SP:Iteration 22Q (106285.210000 sec): 3 clusters
  Score: Raw -960625.444809 + Penalty 2941.038648 = -957684.406161
  nChanged 54
		SP:Iteration 23Q (106285.340000 sec): 3 clusters
  Score: Raw -960638.218446 + Penalty 2941.038648 = -957697.179798
  nChanged 49
		SP:Iteration 24Q (106285.470000 sec): 3 clusters
  Score: Raw -960650.632886 + Penalty 2941.038648 = -957709.594238
  nChanged 44
		SP:Iteration 25Q (106285.580000 sec): 3 clusters
  Score: Raw -960658.309897 + Penalty 2941.038648 = -957717.271250
  nChanged 30
		SP:Iteration 26Q (106285.700000 sec): 3 clusters
  Score: Raw -960663.792203 + Penalty 2941.038648 = -957722.753555
  nChanged 24
		SP:Iteration 27Q (106285.820000 sec): 3 clusters
  Score: Raw -960668.478239 + Penalty 2941.038648 = -957727.439591
  nChanged 23
		SP:Iteration 28Q (106285.940000 sec): 3 clusters
  Score: Raw -960671.603182 + Penalty 2941.038648 = -957730.564534
  nChanged 12
		SP:Iteration 29Q (106286.070000 sec): 3 clusters
  Score: Raw -960673.209537 + Penalty 2941.038648 = -957732.170889
  nChanged 10
		SP:Iteration 30Q (106286.200000 sec): 3 clusters
  Score: Raw -960674.341469 + Penalty 2941.038648 = -957733.302821
  nChanged 6
		SP:Iteration 31Q (106286.330000 sec): 3 clusters
  Score: Raw -960675.238832 + Penalty 2941.038648 = -957734.200184
  nChanged 7
		SP:Iteration 32Q (106286.460000 sec): 3 clusters
  Score: Raw -960676.248360 + Penalty 2941.038648 = -957735.209712
  nChanged 6
		SP:Iteration 33Q (106286.580000 sec): 3 clusters
  Score: Raw -960676.959890 + Penalty 2941.038648 = -957735.921243
  nChanged 6
		SP:Iteration 34Q (106286.710000 sec): 3 clusters
  Score: Raw -960678.182995 + Penalty 2941.038648 = -957737.144347
  nChanged 9
		SP:Iteration 35Q (106286.840000 sec): 3 clusters
  Score: Raw -960679.681735 + Penalty 2941.038648 = -957738.643087
  nChanged 12
		SP:Iteration 36Q (106286.970000 sec): 3 clusters
  Score: Raw -960681.094564 + Penalty 2941.038648 = -957740.055916
  nChanged 5
		SP:Iteration 37Q (106287.100000 sec): 3 clusters
  Score: Raw -960681.645642 + Penalty 2941.038648 = -957740.606994
  nChanged 5
		SP:Iteration 38Q (106287.220000 sec): 3 clusters
  Score: Raw -960682.431283 + Penalty 2941.038648 = -957741.392635
  nChanged 3
		SP:Iteration 39Q (106287.350000 sec): 3 clusters
  Score: Raw -960682.679727 + Penalty 2941.038648 = -957741.641080
  nChanged 3
		SP:Iteration 40F (106287.470000 sec): 3 clusters
  Score: Raw -960683.310848 + Penalty 2941.038648 = -957742.272200
  nChanged 4
		SP:Iteration 41Q (106287.590000 sec): 3 clusters
  Score: Raw -960683.905505 + Penalty 2941.038648 = -957742.866857
  nChanged 1
		SP:Iteration 42Q (106287.710000 sec): 3 clusters
  Score: Raw -960684.060855 + Penalty 2941.038648 = -957743.022207
  nChanged 3
		SP:Iteration 43Q (106287.840000 sec): 3 clusters
  Score: Raw -960684.597332 + Penalty 2941.038648 = -957743.558685
  nChanged 1
		SP:Iteration 44Q (106287.970000 sec): 3 clusters
  Score: Raw -960684.705670 + Penalty 2941.038648 = -957743.667023
  nChanged 1
		SP:Iteration 45Q (106288.090000 sec): 3 clusters
  Score: Raw -960684.913519 + Penalty 2941.038648 = -957743.874871
  nChanged 3
		SP:Iteration 46Q (106288.220000 sec): 3 clusters
  Score: Raw -960685.307380 + Penalty 2941.038648 = -957744.268732
  nChanged 3
		SP:Iteration 47Q (106288.350000 sec): 3 clusters
  Score: Raw -960685.614878 + Penalty 2941.038648 = -957744.576230
  nChanged 1
		SP:Iteration 48Q (106288.480000 sec): 3 clusters
  Score: Raw -960685.702188 + Penalty 2941.038648 = -957744.663540
  nChanged 0
		SP:Iteration 49F (106288.610000 sec): 3 clusters
  Score: Raw -960685.702188 + Penalty 2941.038648 = -957744.663540
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 75 (1819 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106288.680000 sec): 2 clusters
  Score: Raw -204333.538100 + Penalty 1219.731854 = -203113.806246
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106288.720000 sec): 3 clusters
  Score: Raw -203601.348729 + Penalty 2439.463708 = -201161.885021
  nChanged 629
		SP:Iteration 1F (106288.750000 sec): 3 clusters
  Score: Raw -204047.461187 + Penalty 2439.463708 = -201607.997479
  nChanged 160
		SP:Iteration 2F (106288.790000 sec): 3 clusters
  Score: Raw -204206.510886 + Penalty 2439.463708 = -201767.047178
  nChanged 119
		SP:Iteration 3F (106288.830000 sec): 3 clusters
  Score: Raw -204318.061251 + Penalty 2439.463708 = -201878.597543
  nChanged 86
		SP:Iteration 4Q (106288.860000 sec): 3 clusters
  Score: Raw -204397.942618 + Penalty 2439.463708 = -201958.478910
  nChanged 62
		SP:Iteration 5Q (106288.900000 sec): 3 clusters
  Score: Raw -204458.488129 + Penalty 2439.463708 = -202019.024421
  nChanged 52
		SP:Iteration 6Q (106288.930000 sec): 3 clusters
  Score: Raw -204505.340921 + Penalty 2439.463708 = -202065.877213
  nChanged 48
		SP:Iteration 7Q (106288.970000 sec): 3 clusters
  Score: Raw -204545.493118 + Penalty 2439.463708 = -202106.029410
  nChanged 40
		SP:Iteration 8Q (106289.000000 sec): 3 clusters
  Score: Raw -204586.864955 + Penalty 2439.463708 = -202147.401247
  nChanged 38
		SP:Iteration 9Q (106289.040000 sec): 3 clusters
  Score: Raw -204636.608559 + Penalty 2439.463708 = -202197.144850
  nChanged 38
		SP:Iteration 10Q (106289.070000 sec): 3 clusters
  Score: Raw -204686.809134 + Penalty 2439.463708 = -202247.345426
  nChanged 51
		SP:Iteration 11Q (106289.110000 sec): 3 clusters
  Score: Raw -204753.108880 + Penalty 2439.463708 = -202313.645172
  nChanged 51
		SP:Iteration 12Q (106289.140000 sec): 3 clusters
  Score: Raw -204823.625317 + Penalty 2439.463708 = -202384.161609
  nChanged 55
		SP:Iteration 13Q (106289.180000 sec): 3 clusters
  Score: Raw -204907.225145 + Penalty 2439.463708 = -202467.761437
  nChanged 56
		SP:Iteration 14Q (106289.210000 sec): 3 clusters
  Score: Raw -204992.434056 + Penalty 2439.463708 = -202552.970348
  nChanged 35
		SP:Iteration 15Q (106289.250000 sec): 3 clusters
  Score: Raw -205043.882297 + Penalty 2439.463708 = -202604.418589
  nChanged 32
		SP:Iteration 16Q (106289.280000 sec): 3 clusters
  Score: Raw -205106.829485 + Penalty 2439.463708 = -202667.365777
  nChanged 28
		SP:Iteration 17Q (106289.310000 sec): 3 clusters
  Score: Raw -205158.105706 + Penalty 2439.463708 = -202718.641998
  nChanged 20
		SP:Iteration 18Q (106289.350000 sec): 3 clusters
  Score: Raw -205182.013132 + Penalty 2439.463708 = -202742.549424
  nChanged 12
		SP:Iteration 19Q (106289.380000 sec): 3 clusters
  Score: Raw -205191.982529 + Penalty 2439.463708 = -202752.518821
  nChanged 6
		SP:Iteration 20F (106289.420000 sec): 3 clusters
  Score: Raw -205195.049591 + Penalty 2439.463708 = -202755.585883
  nChanged 4
		SP:Iteration 21Q (106289.460000 sec): 3 clusters
  Score: Raw -205196.960203 + Penalty 2439.463708 = -202757.496495
  nChanged 1
		SP:Iteration 22Q (106289.490000 sec): 3 clusters
  Score: Raw -205198.616796 + Penalty 2439.463708 = -202759.153088
  nChanged 2
		SP:Iteration 23Q (106289.520000 sec): 3 clusters
  Score: Raw -205201.535169 + Penalty 2439.463708 = -202762.071461
  nChanged 0
		SP:Iteration 24F (106289.560000 sec): 3 clusters
  Score: Raw -205201.535169 + Penalty 2439.463708 = -202762.071461
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 76 (2156 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106289.620000 sec): 2 clusters
  Score: Raw -240928.843602 + Penalty 1247.351614 = -239681.491988
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106289.660000 sec): 3 clusters
  Score: Raw -240029.994923 + Penalty 2494.703228 = -237535.291695
  nChanged 739
		SP:Iteration 1F (106289.700000 sec): 3 clusters
  Score: Raw -240522.357838 + Penalty 2494.703228 = -238027.654610
  nChanged 190
		SP:Iteration 2F (106289.740000 sec): 3 clusters
  Score: Raw -240723.069065 + Penalty 2494.703228 = -238228.365837
  nChanged 153
		SP:Iteration 3F (106289.780000 sec): 3 clusters
  Score: Raw -240893.328942 + Penalty 2494.703228 = -238398.625715
  nChanged 138
		SP:Iteration 4F (106289.820000 sec): 3 clusters
  Score: Raw -241021.907199 + Penalty 2494.703228 = -238527.203971
  nChanged 97
		SP:Iteration 5Q (106289.860000 sec): 3 clusters
  Score: Raw -241108.678693 + Penalty 2494.703228 = -238613.975465
  nChanged 65
		SP:Iteration 6Q (106289.900000 sec): 3 clusters
  Score: Raw -241161.065169 + Penalty 2494.703228 = -238666.361941
  nChanged 50
		SP:Iteration 7Q (106289.940000 sec): 3 clusters
  Score: Raw -241201.041010 + Penalty 2494.703228 = -238706.337782
  nChanged 46
		SP:Iteration 8Q (106289.980000 sec): 3 clusters
  Score: Raw -241228.877438 + Penalty 2494.703228 = -238734.174210
  nChanged 34
		SP:Iteration 9Q (106290.020000 sec): 3 clusters
  Score: Raw -241248.856885 + Penalty 2494.703228 = -238754.153657
  nChanged 34
		SP:Iteration 10Q (106290.060000 sec): 3 clusters
  Score: Raw -241277.191781 + Penalty 2494.703228 = -238782.488553
  nChanged 27
		SP:Iteration 11Q (106290.100000 sec): 3 clusters
  Score: Raw -241297.858297 + Penalty 2494.703228 = -238803.155069
  nChanged 23
		SP:Iteration 12Q (106290.140000 sec): 3 clusters
  Score: Raw -241310.514049 + Penalty 2494.703228 = -238815.810821
  nChanged 26
		SP:Iteration 13Q (106290.180000 sec): 3 clusters
  Score: Raw -241328.258807 + Penalty 2494.703228 = -238833.555579
  nChanged 25
		SP:Iteration 14Q (106290.220000 sec): 3 clusters
  Score: Raw -241350.956912 + Penalty 2494.703228 = -238856.253684
  nChanged 32
		SP:Iteration 15Q (106290.260000 sec): 3 clusters
  Score: Raw -241383.023167 + Penalty 2494.703228 = -238888.319939
  nChanged 28
		SP:Iteration 16Q (106290.300000 sec): 3 clusters
  Score: Raw -241411.845428 + Penalty 2494.703228 = -238917.142200
  nChanged 29
		SP:Iteration 17Q (106290.340000 sec): 3 clusters
  Score: Raw -241432.410476 + Penalty 2494.703228 = -238937.707248
  nChanged 14
		SP:Iteration 18Q (106290.380000 sec): 3 clusters
  Score: Raw -241441.137973 + Penalty 2494.703228 = -238946.434745
  nChanged 14
		SP:Iteration 19Q (106290.420000 sec): 3 clusters
  Score: Raw -241449.507790 + Penalty 2494.703228 = -238954.804562
  nChanged 16
		SP:Iteration 20F (106290.460000 sec): 3 clusters
  Score: Raw -241457.903809 + Penalty 2494.703228 = -238963.200581
  nChanged 9
		SP:Iteration 21Q (106290.490000 sec): 3 clusters
  Score: Raw -241462.753819 + Penalty 2494.703228 = -238968.050591
  nChanged 5
		SP:Iteration 22Q (106290.530000 sec): 3 clusters
  Score: Raw -241464.583625 + Penalty 2494.703228 = -238969.880397
  nChanged 6
		SP:Iteration 23Q (106290.570000 sec): 3 clusters
  Score: Raw -241468.018597 + Penalty 2494.703228 = -238973.315369
  nChanged 7
		SP:Iteration 24Q (106290.620000 sec): 3 clusters
  Score: Raw -241472.556579 + Penalty 2494.703228 = -238977.853351
  nChanged 9
		SP:Iteration 25Q (106290.650000 sec): 3 clusters
  Score: Raw -241476.949762 + Penalty 2494.703228 = -238982.246535
  nChanged 10
		SP:Iteration 26Q (106290.690000 sec): 3 clusters
  Score: Raw -241482.796310 + Penalty 2494.703228 = -238988.093082
  nChanged 7
		SP:Iteration 27Q (106290.730000 sec): 3 clusters
  Score: Raw -241489.650189 + Penalty 2494.703228 = -238994.946961
  nChanged 7
		SP:Iteration 28Q (106290.770000 sec): 3 clusters
  Score: Raw -241494.777704 + Penalty 2494.703228 = -239000.074476
  nChanged 3
		SP:Iteration 29Q (106290.810000 sec): 3 clusters
  Score: Raw -241496.029733 + Penalty 2494.703228 = -239001.326505
  nChanged 3
		SP:Iteration 30Q (106290.850000 sec): 3 clusters
  Score: Raw -241497.818642 + Penalty 2494.703228 = -239003.115414
  nChanged 7
		SP:Iteration 31Q (106290.880000 sec): 3 clusters
  Score: Raw -241501.118936 + Penalty 2494.703228 = -239006.415708
  nChanged 7
		SP:Iteration 32Q (106290.920000 sec): 3 clusters
  Score: Raw -241505.079170 + Penalty 2494.703228 = -239010.375942
  nChanged 4
		SP:Iteration 33Q (106290.960000 sec): 3 clusters
  Score: Raw -241507.248738 + Penalty 2494.703228 = -239012.545510
  nChanged 4
		SP:Iteration 34Q (106291.000000 sec): 3 clusters
  Score: Raw -241509.398553 + Penalty 2494.703228 = -239014.695325
  nChanged 4
		SP:Iteration 35Q (106291.040000 sec): 3 clusters
  Score: Raw -241512.466227 + Penalty 2494.703228 = -239017.763000
  nChanged 7
		SP:Iteration 36Q (106291.080000 sec): 3 clusters
  Score: Raw -241517.731683 + Penalty 2494.703228 = -239023.028455
  nChanged 8
		SP:Iteration 37Q (106291.120000 sec): 3 clusters
  Score: Raw -241522.604127 + Penalty 2494.703228 = -239027.900899
  nChanged 8
		SP:Iteration 38Q (106291.160000 sec): 3 clusters
  Score: Raw -241528.289697 + Penalty 2494.703228 = -239033.586469
  nChanged 12
		SP:Iteration 39Q (106291.200000 sec): 3 clusters
  Score: Raw -241534.806153 + Penalty 2494.703228 = -239040.102925
  nChanged 12
		SP:Iteration 40F (106291.240000 sec): 3 clusters
  Score: Raw -241543.082154 + Penalty 2494.703228 = -239048.378927
  nChanged 12
		SP:Iteration 41Q (106291.280000 sec): 3 clusters
  Score: Raw -241551.298231 + Penalty 2494.703228 = -239056.595004
  nChanged 15
		SP:Iteration 42Q (106291.310000 sec): 3 clusters
  Score: Raw -241562.384782 + Penalty 2494.703228 = -239067.681554
  nChanged 14
		SP:Iteration 43Q (106291.350000 sec): 3 clusters
  Score: Raw -241572.548483 + Penalty 2494.703228 = -239077.845255
  nChanged 16
		SP:Iteration 44Q (106291.390000 sec): 3 clusters
  Score: Raw -241579.710868 + Penalty 2494.703228 = -239085.007640
  nChanged 9
		SP:Iteration 45Q (106291.430000 sec): 3 clusters
  Score: Raw -241583.386882 + Penalty 2494.703228 = -239088.683654
  nChanged 7
		SP:Iteration 46Q (106291.470000 sec): 3 clusters
  Score: Raw -241586.509284 + Penalty 2494.703228 = -239091.806056
  nChanged 5
		SP:Iteration 47Q (106291.510000 sec): 3 clusters
  Score: Raw -241589.681463 + Penalty 2494.703228 = -239094.978235
  nChanged 8
		SP:Iteration 48Q (106291.540000 sec): 3 clusters
  Score: Raw -241593.571267 + Penalty 2494.703228 = -239098.868040
  nChanged 3
		SP:Iteration 49Q (106291.580000 sec): 3 clusters
  Score: Raw -241595.501131 + Penalty 2494.703228 = -239100.797903
  nChanged 6
		SP:Iteration 50Q (106291.620000 sec): 3 clusters
  Score: Raw -241597.414152 + Penalty 2494.703228 = -239102.710925
  nChanged 3
		SP:Iteration 51Q (106291.660000 sec): 3 clusters
  Score: Raw -241598.799636 + Penalty 2494.703228 = -239104.096408
  nChanged 3
		SP:Iteration 52Q (106291.700000 sec): 3 clusters
  Score: Raw -241600.237741 + Penalty 2494.703228 = -239105.534513
  nChanged 8
		SP:Iteration 53Q (106291.740000 sec): 3 clusters
  Score: Raw -241604.896145 + Penalty 2494.703228 = -239110.192917
  nChanged 8
		SP:Iteration 54Q (106291.780000 sec): 3 clusters
  Score: Raw -241612.544907 + Penalty 2494.703228 = -239117.841679
  nChanged 10
		SP:Iteration 55Q (106291.820000 sec): 3 clusters
  Score: Raw -241623.581952 + Penalty 2494.703228 = -239128.878725
  nChanged 15
		SP:Iteration 56Q (106291.850000 sec): 3 clusters
  Score: Raw -241636.628209 + Penalty 2494.703228 = -239141.924981
  nChanged 17
		SP:Iteration 57Q (106291.890000 sec): 3 clusters
  Score: Raw -241656.987588 + Penalty 2494.703228 = -239162.284360
  nChanged 22
		SP:Iteration 58Q (106291.930000 sec): 3 clusters
  Score: Raw -241683.307349 + Penalty 2494.703228 = -239188.604121
  nChanged 22
		SP:Iteration 59Q (106291.970000 sec): 3 clusters
  Score: Raw -241705.911035 + Penalty 2494.703228 = -239211.207807
  nChanged 18
		SP:Iteration 60F (106292.010000 sec): 3 clusters
  Score: Raw -241725.464454 + Penalty 2494.703228 = -239230.761226
  nChanged 12
		SP:Iteration 61Q (106292.050000 sec): 3 clusters
  Score: Raw -241736.074039 + Penalty 2494.703228 = -239241.370811
  nChanged 10
		SP:Iteration 62Q (106292.080000 sec): 3 clusters
  Score: Raw -241740.979211 + Penalty 2494.703228 = -239246.275983
  nChanged 3
		SP:Iteration 63Q (106292.120000 sec): 3 clusters
  Score: Raw -241742.082575 + Penalty 2494.703228 = -239247.379347
  nChanged 1
		SP:Iteration 64Q (106292.160000 sec): 3 clusters
  Score: Raw -241742.484284 + Penalty 2494.703228 = -239247.781057
  nChanged 0
		SP:Iteration 65F (106292.200000 sec): 3 clusters
  Score: Raw -241742.484284 + Penalty 2494.703228 = -239247.781057
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 77 (438 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106292.260000 sec): 2 clusters
  Score: Raw -50577.353863 + Penalty 988.360573 = -49588.993290
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106292.270000 sec): 3 clusters
  Score: Raw -50551.804977 + Penalty 1976.721146 = -48575.083831
  nChanged 104
		SP:Iteration 1F (106292.280000 sec): 3 clusters
  Score: Raw -50711.037648 + Penalty 1976.721146 = -48734.316502
  nChanged 30
		SP:Iteration 2F (106292.280000 sec): 3 clusters
  Score: Raw -50759.264214 + Penalty 1976.721146 = -48782.543068
  nChanged 16
		SP:Iteration 3Q (106292.300000 sec): 3 clusters
  Score: Raw -50796.064740 + Penalty 1976.721146 = -48819.343594
  nChanged 10
		SP:Iteration 4Q (106292.300000 sec): 3 clusters
  Score: Raw -50815.664995 + Penalty 1976.721146 = -48838.943849
  nChanged 5
		SP:Iteration 5Q (106292.310000 sec): 3 clusters
  Score: Raw -50825.609468 + Penalty 1976.721146 = -48848.888322
  nChanged 1
		SP:Iteration 6Q (106292.320000 sec): 3 clusters
  Score: Raw -50826.732144 + Penalty 1976.721146 = -48850.010998
  nChanged 1
		SP:Iteration 7Q (106292.330000 sec): 3 clusters
  Score: Raw -50828.133745 + Penalty 1976.721146 = -48851.412599
  nChanged 1
		SP:Iteration 8Q (106292.340000 sec): 3 clusters
  Score: Raw -50828.970211 + Penalty 1976.721146 = -48852.249065
  nChanged 0
		SP:Iteration 9F (106292.350000 sec): 3 clusters
  Score: Raw -50828.970211 + Penalty 1976.721146 = -48852.249065
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 78 (642 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106292.400000 sec): 2 clusters
  Score: Raw -74215.272166 + Penalty 1050.495599 = -73164.776566
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106292.420000 sec): 3 clusters
  Score: Raw -74080.430975 + Penalty 2100.991199 = -71979.439777
  nChanged 168
		SP:Iteration 1F (106292.430000 sec): 3 clusters
  Score: Raw -74228.337920 + Penalty 2100.991199 = -72127.346722
  nChanged 28
		SP:Iteration 2Q (106292.440000 sec): 3 clusters
  Score: Raw -74259.883304 + Penalty 2100.991199 = -72158.892105
  nChanged 14
		SP:Iteration 3Q (106292.460000 sec): 3 clusters
  Score: Raw -74278.514319 + Penalty 2100.991199 = -72177.523120
  nChanged 16
		SP:Iteration 4Q (106292.470000 sec): 3 clusters
  Score: Raw -74299.558321 + Penalty 2100.991199 = -72198.567123
  nChanged 15
		SP:Iteration 5Q (106292.480000 sec): 3 clusters
  Score: Raw -74322.732526 + Penalty 2100.991199 = -72221.741327
  nChanged 12
		SP:Iteration 6Q (106292.490000 sec): 3 clusters
  Score: Raw -74341.255912 + Penalty 2100.991199 = -72240.264714
  nChanged 13
		SP:Iteration 7Q (106292.510000 sec): 3 clusters
  Score: Raw -74359.388986 + Penalty 2100.991199 = -72258.397787
  nChanged 7
		SP:Iteration 8Q (106292.520000 sec): 3 clusters
  Score: Raw -74368.479064 + Penalty 2100.991199 = -72267.487865
  nChanged 5
		SP:Iteration 9Q (106292.530000 sec): 3 clusters
  Score: Raw -74377.868827 + Penalty 2100.991199 = -72276.877628
  nChanged 4
		SP:Iteration 10Q (106292.540000 sec): 3 clusters
  Score: Raw -74385.755617 + Penalty 2100.991199 = -72284.764418
  nChanged 5
		SP:Iteration 11Q (106292.560000 sec): 3 clusters
  Score: Raw -74395.463886 + Penalty 2100.991199 = -72294.472688
  nChanged 3
		SP:Iteration 12Q (106292.570000 sec): 3 clusters
  Score: Raw -74400.161593 + Penalty 2100.991199 = -72299.170394
  nChanged 2
		SP:Iteration 13Q (106292.580000 sec): 3 clusters
  Score: Raw -74404.547291 + Penalty 2100.991199 = -72303.556092
  nChanged 5
		SP:Iteration 14Q (106292.600000 sec): 3 clusters
  Score: Raw -74411.889820 + Penalty 2100.991199 = -72310.898621
  nChanged 4
		SP:Iteration 15Q (106292.610000 sec): 3 clusters
  Score: Raw -74415.839844 + Penalty 2100.991199 = -72314.848645
  nChanged 1
		SP:Iteration 16Q (106292.620000 sec): 3 clusters
  Score: Raw -74417.049757 + Penalty 2100.991199 = -72316.058559
  nChanged 1
		SP:Iteration 17Q (106292.630000 sec): 3 clusters
  Score: Raw -74418.159050 + Penalty 2100.991199 = -72317.167851
  nChanged 0
		SP:Iteration 18F (106292.650000 sec): 3 clusters
  Score: Raw -74418.159050 + Penalty 2100.991199 = -72317.167851
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 79 (3530 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106292.720000 sec): 2 clusters
  Score: Raw -418369.218247 + Penalty 1327.471137 = -417041.747110
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106292.790000 sec): 3 clusters
  Score: Raw -416647.757032 + Penalty 2654.942274 = -413992.814758
  nChanged 1397
		SP:Iteration 1F (106292.860000 sec): 3 clusters
  Score: Raw -417534.536763 + Penalty 2654.942274 = -414879.594489
  nChanged 315
		SP:Iteration 2F (106292.930000 sec): 3 clusters
  Score: Raw -417775.502961 + Penalty 2654.942274 = -415120.560687
  nChanged 239
		SP:Iteration 3F (106292.990000 sec): 3 clusters
  Score: Raw -417962.854493 + Penalty 2654.942274 = -415307.912219
  nChanged 188
		SP:Iteration 4F (106293.060000 sec): 3 clusters
  Score: Raw -418107.844902 + Penalty 2654.942274 = -415452.902629
  nChanged 162
		SP:Iteration 5Q (106293.120000 sec): 3 clusters
  Score: Raw -418234.243654 + Penalty 2654.942274 = -415579.301380
  nChanged 145
		SP:Iteration 6Q (106293.180000 sec): 3 clusters
  Score: Raw -418352.670343 + Penalty 2654.942274 = -415697.728069
  nChanged 137
		SP:Iteration 7Q (106293.240000 sec): 3 clusters
  Score: Raw -418468.193698 + Penalty 2654.942274 = -415813.251425
  nChanged 128
		SP:Iteration 8Q (106293.310000 sec): 3 clusters
  Score: Raw -418562.620174 + Penalty 2654.942274 = -415907.677900
  nChanged 86
		SP:Iteration 9Q (106293.370000 sec): 3 clusters
  Score: Raw -418618.944267 + Penalty 2654.942274 = -415964.001994
  nChanged 65
		SP:Iteration 10Q (106293.430000 sec): 3 clusters
  Score: Raw -418654.578005 + Penalty 2654.942274 = -415999.635731
  nChanged 58
		SP:Iteration 11Q (106293.500000 sec): 3 clusters
  Score: Raw -418686.231338 + Penalty 2654.942274 = -416031.289064
  nChanged 46
		SP:Iteration 12Q (106293.560000 sec): 3 clusters
  Score: Raw -418714.804520 + Penalty 2654.942274 = -416059.862247
  nChanged 34
		SP:Iteration 13Q (106293.620000 sec): 3 clusters
  Score: Raw -418732.778840 + Penalty 2654.942274 = -416077.836566
  nChanged 34
		SP:Iteration 14Q (106293.680000 sec): 3 clusters
  Score: Raw -418746.497756 + Penalty 2654.942274 = -416091.555482
  nChanged 28
		SP:Iteration 15Q (106293.740000 sec): 3 clusters
  Score: Raw -418758.346765 + Penalty 2654.942274 = -416103.404491
  nChanged 21
		SP:Iteration 16Q (106293.810000 sec): 3 clusters
  Score: Raw -418767.065222 + Penalty 2654.942274 = -416112.122948
  nChanged 21
		SP:Iteration 17Q (106293.870000 sec): 3 clusters
  Score: Raw -418777.326383 + Penalty 2654.942274 = -416122.384109
  nChanged 20
		SP:Iteration 18Q (106293.930000 sec): 3 clusters
  Score: Raw -418783.894432 + Penalty 2654.942274 = -416128.952158
  nChanged 9
		SP:Iteration 19Q (106293.990000 sec): 3 clusters
  Score: Raw -418787.062149 + Penalty 2654.942274 = -416132.119875
  nChanged 12
		SP:Iteration 20F (106294.060000 sec): 3 clusters
  Score: Raw -418792.001117 + Penalty 2654.942274 = -416137.058844
  nChanged 14
		SP:Iteration 21Q (106294.120000 sec): 3 clusters
  Score: Raw -418800.022964 + Penalty 2654.942274 = -416145.080690
  nChanged 12
		SP:Iteration 22Q (106294.180000 sec): 3 clusters
  Score: Raw -418806.727964 + Penalty 2654.942274 = -416151.785690
  nChanged 16
		SP:Iteration 23Q (106294.240000 sec): 3 clusters
  Score: Raw -418814.177128 + Penalty 2654.942274 = -416159.234855
  nChanged 16
		SP:Iteration 24Q (106294.300000 sec): 3 clusters
  Score: Raw -418823.500361 + Penalty 2654.942274 = -416168.558087
  nChanged 16
		SP:Iteration 25Q (106294.370000 sec): 3 clusters
  Score: Raw -418830.604428 + Penalty 2654.942274 = -416175.662154
  nChanged 13
		SP:Iteration 26Q (106294.430000 sec): 3 clusters
  Score: Raw -418839.281391 + Penalty 2654.942274 = -416184.339117
  nChanged 15
		SP:Iteration 27Q (106294.490000 sec): 3 clusters
  Score: Raw -418844.330306 + Penalty 2654.942274 = -416189.388032
  nChanged 11
		SP:Iteration 28Q (106294.550000 sec): 3 clusters
  Score: Raw -418847.518484 + Penalty 2654.942274 = -416192.576210
  nChanged 10
		SP:Iteration 29Q (106294.620000 sec): 3 clusters
  Score: Raw -418849.685694 + Penalty 2654.942274 = -416194.743420
  nChanged 6
		SP:Iteration 30Q (106294.680000 sec): 3 clusters
  Score: Raw -418850.782805 + Penalty 2654.942274 = -416195.840532
  nChanged 2
		SP:Iteration 31Q (106294.740000 sec): 3 clusters
  Score: Raw -418851.190793 + Penalty 2654.942274 = -416196.248519
  nChanged 0
		SP:Iteration 32F (106294.800000 sec): 3 clusters
  Score: Raw -418851.190793 + Penalty 2654.942274 = -416196.248519
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 80 (1993 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106294.870000 sec): 2 clusters
  Score: Raw -221126.727596 + Penalty 1234.576902 = -219892.150694
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106294.910000 sec): 3 clusters
  Score: Raw -220308.644971 + Penalty 2469.153804 = -217839.491167
  nChanged 682
		SP:Iteration 1F (106294.940000 sec): 3 clusters
  Score: Raw -220783.694872 + Penalty 2469.153804 = -218314.541068
  nChanged 189
		SP:Iteration 2F (106294.980000 sec): 3 clusters
  Score: Raw -220959.905676 + Penalty 2469.153804 = -218490.751872
  nChanged 129
		SP:Iteration 3F (106295.020000 sec): 3 clusters
  Score: Raw -221084.590682 + Penalty 2469.153804 = -218615.436878
  nChanged 110
		SP:Iteration 4F (106295.060000 sec): 3 clusters
  Score: Raw -221207.602475 + Penalty 2469.153804 = -218738.448671
  nChanged 79
		SP:Iteration 5Q (106295.090000 sec): 3 clusters
  Score: Raw -221319.557289 + Penalty 2469.153804 = -218850.403485
  nChanged 83
		SP:Iteration 6Q (106295.130000 sec): 3 clusters
  Score: Raw -221427.206227 + Penalty 2469.153804 = -218958.052422
  nChanged 81
		SP:Iteration 7Q (106295.170000 sec): 3 clusters
  Score: Raw -221527.069639 + Penalty 2469.153804 = -219057.915835
  nChanged 69
		SP:Iteration 8Q (106295.200000 sec): 3 clusters
  Score: Raw -221606.178355 + Penalty 2469.153804 = -219137.024551
  nChanged 62
		SP:Iteration 9Q (106295.240000 sec): 3 clusters
  Score: Raw -221678.443864 + Penalty 2469.153804 = -219209.290060
  nChanged 55
		SP:Iteration 10Q (106295.270000 sec): 3 clusters
  Score: Raw -221745.199035 + Penalty 2469.153804 = -219276.045231
  nChanged 53
		SP:Iteration 11Q (106295.310000 sec): 3 clusters
  Score: Raw -221811.929584 + Penalty 2469.153804 = -219342.775780
  nChanged 51
		SP:Iteration 12Q (106295.340000 sec): 3 clusters
  Score: Raw -221865.329608 + Penalty 2469.153804 = -219396.175804
  nChanged 35
		SP:Iteration 13Q (106295.380000 sec): 3 clusters
  Score: Raw -221896.859640 + Penalty 2469.153804 = -219427.705836
  nChanged 20
		SP:Iteration 14Q (106295.410000 sec): 3 clusters
  Score: Raw -221914.272334 + Penalty 2469.153804 = -219445.118530
  nChanged 21
		SP:Iteration 15Q (106295.450000 sec): 3 clusters
  Score: Raw -221933.954105 + Penalty 2469.153804 = -219464.800301
  nChanged 22
		SP:Iteration 16Q (106295.480000 sec): 3 clusters
  Score: Raw -221948.328634 + Penalty 2469.153804 = -219479.174830
  nChanged 15
		SP:Iteration 17Q (106295.520000 sec): 3 clusters
  Score: Raw -221959.390166 + Penalty 2469.153804 = -219490.236362
  nChanged 18
		SP:Iteration 18Q (106295.550000 sec): 3 clusters
  Score: Raw -221970.875538 + Penalty 2469.153804 = -219501.721734
  nChanged 15
		SP:Iteration 19Q (106295.590000 sec): 3 clusters
  Score: Raw -221981.216138 + Penalty 2469.153804 = -219512.062334
  nChanged 18
		SP:Iteration 20F (106295.620000 sec): 3 clusters
  Score: Raw -221996.559767 + Penalty 2469.153804 = -219527.405962
  nChanged 17
		SP:Iteration 21Q (106295.660000 sec): 3 clusters
  Score: Raw -222006.949163 + Penalty 2469.153804 = -219537.795359
  nChanged 19
		SP:Iteration 22Q (106295.700000 sec): 3 clusters
  Score: Raw -222017.871565 + Penalty 2469.153804 = -219548.717761
  nChanged 11
		SP:Iteration 23Q (106295.730000 sec): 3 clusters
  Score: Raw -222024.837995 + Penalty 2469.153804 = -219555.684191
  nChanged 6
		SP:Iteration 24Q (106295.760000 sec): 3 clusters
  Score: Raw -222029.706458 + Penalty 2469.153804 = -219560.552654
  nChanged 6
		SP:Iteration 25Q (106295.800000 sec): 3 clusters
  Score: Raw -222032.267568 + Penalty 2469.153804 = -219563.113764
  nChanged 1
		SP:Iteration 26Q (106295.830000 sec): 3 clusters
  Score: Raw -222032.944789 + Penalty 2469.153804 = -219563.790985
  nChanged 2
		SP:Iteration 27Q (106295.870000 sec): 3 clusters
  Score: Raw -222033.312091 + Penalty 2469.153804 = -219564.158287
  nChanged 0
		SP:Iteration 28F (106295.900000 sec): 3 clusters
  Score: Raw -222033.312091 + Penalty 2469.153804 = -219564.158287
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 81 (5129 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106295.990000 sec): 2 clusters
  Score: Raw -620695.362502 + Penalty 1388.183223 = -619307.179279
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106296.090000 sec): 3 clusters
  Score: Raw -617999.605747 + Penalty 2776.366446 = -615223.239301
  nChanged 2110
		SP:Iteration 1F (106296.180000 sec): 3 clusters
  Score: Raw -619231.855643 + Penalty 2776.366446 = -616455.489197
  nChanged 344
		SP:Iteration 2F (106296.270000 sec): 3 clusters
  Score: Raw -619397.493646 + Penalty 2776.366446 = -616621.127200
  nChanged 262
		SP:Iteration 3F (106296.360000 sec): 3 clusters
  Score: Raw -619536.904011 + Penalty 2776.366446 = -616760.537565
  nChanged 218
		SP:Iteration 4Q (106296.450000 sec): 3 clusters
  Score: Raw -619625.678245 + Penalty 2776.366446 = -616849.311799
  nChanged 176
		SP:Iteration 5Q (106296.540000 sec): 3 clusters
  Score: Raw -619699.503718 + Penalty 2776.366446 = -616923.137272
  nChanged 155
		SP:Iteration 6Q (106296.630000 sec): 3 clusters
  Score: Raw -619768.175952 + Penalty 2776.366446 = -616991.809506
  nChanged 159
		SP:Iteration 7Q (106296.720000 sec): 3 clusters
  Score: Raw -619841.569815 + Penalty 2776.366446 = -617065.203369
  nChanged 148
		SP:Iteration 8Q (106296.810000 sec): 3 clusters
  Score: Raw -619907.756379 + Penalty 2776.366446 = -617131.389933
  nChanged 156
		SP:Iteration 9Q (106296.910000 sec): 3 clusters
  Score: Raw -619982.193769 + Penalty 2776.366446 = -617205.827323
  nChanged 148
		SP:Iteration 10Q (106296.990000 sec): 3 clusters
  Score: Raw -620056.614546 + Penalty 2776.366446 = -617280.248100
  nChanged 124
		SP:Iteration 11Q (106297.090000 sec): 3 clusters
  Score: Raw -620114.549678 + Penalty 2776.366446 = -617338.183233
  nChanged 118
		SP:Iteration 12Q (106297.180000 sec): 3 clusters
  Score: Raw -620164.456268 + Penalty 2776.366446 = -617388.089822
  nChanged 108
		SP:Iteration 13Q (106297.270000 sec): 3 clusters
  Score: Raw -620204.808647 + Penalty 2776.366446 = -617428.442201
  nChanged 82
		SP:Iteration 14Q (106297.360000 sec): 3 clusters
  Score: Raw -620235.582785 + Penalty 2776.366446 = -617459.216339
  nChanged 77
		SP:Iteration 15Q (106297.450000 sec): 3 clusters
  Score: Raw -620262.493947 + Penalty 2776.366446 = -617486.127501
  nChanged 73
		SP:Iteration 16Q (106297.540000 sec): 3 clusters
  Score: Raw -620284.177462 + Penalty 2776.366446 = -617507.811016
  nChanged 64
		SP:Iteration 17Q (106297.630000 sec): 3 clusters
  Score: Raw -620306.420171 + Penalty 2776.366446 = -617530.053725
  nChanged 54
		SP:Iteration 18Q (106297.720000 sec): 3 clusters
  Score: Raw -620321.986794 + Penalty 2776.366446 = -617545.620348
  nChanged 53
		SP:Iteration 19Q (106297.810000 sec): 3 clusters
  Score: Raw -620339.931259 + Penalty 2776.366446 = -617563.564813
  nChanged 49
		SP:Iteration 20F (106297.900000 sec): 3 clusters
  Score: Raw -620354.839226 + Penalty 2776.366446 = -617578.472780
  nChanged 40
		SP:Iteration 21Q (106297.990000 sec): 3 clusters
  Score: Raw -620367.212538 + Penalty 2776.366446 = -617590.846092
  nChanged 35
		SP:Iteration 22Q (106298.080000 sec): 3 clusters
  Score: Raw -620378.646703 + Penalty 2776.366446 = -617602.280257
  nChanged 33
		SP:Iteration 23Q (106298.170000 sec): 3 clusters
  Score: Raw -620388.364135 + Penalty 2776.366446 = -617611.997689
  nChanged 31
		SP:Iteration 24Q (106298.260000 sec): 3 clusters
  Score: Raw -620397.549313 + Penalty 2776.366446 = -617621.182867
  nChanged 28
		SP:Iteration 25Q (106298.350000 sec): 3 clusters
  Score: Raw -620405.316027 + Penalty 2776.366446 = -617628.949581
  nChanged 27
		SP:Iteration 26Q (106298.440000 sec): 3 clusters
  Score: Raw -620413.293600 + Penalty 2776.366446 = -617636.927154
  nChanged 31
		SP:Iteration 27Q (106298.530000 sec): 3 clusters
  Score: Raw -620421.331895 + Penalty 2776.366446 = -617644.965449
  nChanged 19
		SP:Iteration 28Q (106298.620000 sec): 3 clusters
  Score: Raw -620425.137375 + Penalty 2776.366446 = -617648.770929
  nChanged 13
		SP:Iteration 29Q (106298.710000 sec): 3 clusters
  Score: Raw -620427.727773 + Penalty 2776.366446 = -617651.361327
  nChanged 10
		SP:Iteration 30Q (106298.800000 sec): 3 clusters
  Score: Raw -620430.347930 + Penalty 2776.366446 = -617653.981484
  nChanged 13
		SP:Iteration 31Q (106298.890000 sec): 3 clusters
  Score: Raw -620434.716594 + Penalty 2776.366446 = -617658.350148
  nChanged 16
		SP:Iteration 32Q (106298.980000 sec): 3 clusters
  Score: Raw -620438.961968 + Penalty 2776.366446 = -617662.595522
  nChanged 19
		SP:Iteration 33Q (106299.070000 sec): 3 clusters
  Score: Raw -620443.267081 + Penalty 2776.366446 = -617666.900635
  nChanged 17
		SP:Iteration 34Q (106299.170000 sec): 3 clusters
  Score: Raw -620447.665878 + Penalty 2776.366446 = -617671.299432
  nChanged 20
		SP:Iteration 35Q (106299.250000 sec): 3 clusters
  Score: Raw -620452.650306 + Penalty 2776.366446 = -617676.283860
  nChanged 16
		SP:Iteration 36Q (106299.350000 sec): 3 clusters
  Score: Raw -620457.430500 + Penalty 2776.366446 = -617681.064054
  nChanged 22
		SP:Iteration 37Q (106299.430000 sec): 3 clusters
  Score: Raw -620463.861951 + Penalty 2776.366446 = -617687.495505
  nChanged 24
		SP:Iteration 38Q (106299.530000 sec): 3 clusters
  Score: Raw -620470.438349 + Penalty 2776.366446 = -617694.071903
  nChanged 31
		SP:Iteration 39Q (106299.620000 sec): 3 clusters
  Score: Raw -620477.545898 + Penalty 2776.366446 = -617701.179452
  nChanged 23
		SP:Iteration 40F (106299.710000 sec): 3 clusters
  Score: Raw -620484.126253 + Penalty 2776.366446 = -617707.759807
  nChanged 20
		SP:Iteration 41Q (106299.800000 sec): 3 clusters
  Score: Raw -620489.441458 + Penalty 2776.366446 = -617713.075012
  nChanged 18
		SP:Iteration 42Q (106299.890000 sec): 3 clusters
  Score: Raw -620495.011148 + Penalty 2776.366446 = -617718.644702
  nChanged 28
		SP:Iteration 43Q (106299.980000 sec): 3 clusters
  Score: Raw -620503.495182 + Penalty 2776.366446 = -617727.128736
  nChanged 24
		SP:Iteration 44Q (106300.070000 sec): 3 clusters
  Score: Raw -620510.427500 + Penalty 2776.366446 = -617734.061054
  nChanged 30
		SP:Iteration 45Q (106300.160000 sec): 3 clusters
  Score: Raw -620518.536119 + Penalty 2776.366446 = -617742.169673
  nChanged 36
		SP:Iteration 46Q (106300.250000 sec): 3 clusters
  Score: Raw -620529.741490 + Penalty 2776.366446 = -617753.375044
  nChanged 34
		SP:Iteration 47Q (106300.340000 sec): 3 clusters
  Score: Raw -620542.609432 + Penalty 2776.366446 = -617766.242986
  nChanged 40
		SP:Iteration 48Q (106300.430000 sec): 3 clusters
  Score: Raw -620555.523417 + Penalty 2776.366446 = -617779.156972
  nChanged 36
		SP:Iteration 49Q (106300.520000 sec): 3 clusters
  Score: Raw -620567.041529 + Penalty 2776.366446 = -617790.675083
  nChanged 39
		SP:Iteration 50Q (106300.610000 sec): 3 clusters
  Score: Raw -620578.843073 + Penalty 2776.366446 = -617802.476627
  nChanged 24
		SP:Iteration 51Q (106300.700000 sec): 3 clusters
  Score: Raw -620584.648966 + Penalty 2776.366446 = -617808.282520
  nChanged 24
		SP:Iteration 52Q (106300.790000 sec): 3 clusters
  Score: Raw -620593.169737 + Penalty 2776.366446 = -617816.803291
  nChanged 21
		SP:Iteration 53Q (106300.890000 sec): 3 clusters
  Score: Raw -620600.338691 + Penalty 2776.366446 = -617823.972245
  nChanged 29
		SP:Iteration 54Q (106300.970000 sec): 3 clusters
  Score: Raw -620609.076193 + Penalty 2776.366446 = -617832.709747
  nChanged 26
		SP:Iteration 55Q (106301.070000 sec): 3 clusters
  Score: Raw -620620.001644 + Penalty 2776.366446 = -617843.635198
  nChanged 25
		SP:Iteration 56Q (106301.160000 sec): 3 clusters
  Score: Raw -620630.003220 + Penalty 2776.366446 = -617853.636774
  nChanged 30
		SP:Iteration 57Q (106301.250000 sec): 3 clusters
  Score: Raw -620641.751085 + Penalty 2776.366446 = -617865.384639
  nChanged 28
		SP:Iteration 58Q (106301.340000 sec): 3 clusters
  Score: Raw -620653.664069 + Penalty 2776.366446 = -617877.297623
  nChanged 38
		SP:Iteration 59Q (106301.430000 sec): 3 clusters
  Score: Raw -620670.860089 + Penalty 2776.366446 = -617894.493643
  nChanged 47
		SP:Iteration 60F (106301.520000 sec): 3 clusters
  Score: Raw -620692.538600 + Penalty 2776.366446 = -617916.172154
  nChanged 45
		SP:Iteration 61Q (106301.610000 sec): 3 clusters
  Score: Raw -620711.109276 + Penalty 2776.366446 = -617934.742830
  nChanged 30
		SP:Iteration 62Q (106301.700000 sec): 3 clusters
  Score: Raw -620721.025010 + Penalty 2776.366446 = -617944.658564
  nChanged 28
		SP:Iteration 63Q (106301.790000 sec): 3 clusters
  Score: Raw -620732.661384 + Penalty 2776.366446 = -617956.294938
  nChanged 26
		SP:Iteration 64Q (106301.880000 sec): 3 clusters
  Score: Raw -620740.069587 + Penalty 2776.366446 = -617963.703141
  nChanged 19
		SP:Iteration 65Q (106301.970000 sec): 3 clusters
  Score: Raw -620747.612133 + Penalty 2776.366446 = -617971.245687
  nChanged 23
		SP:Iteration 66Q (106302.060000 sec): 3 clusters
  Score: Raw -620759.694408 + Penalty 2776.366446 = -617983.327962
  nChanged 26
		SP:Iteration 67Q (106302.150000 sec): 3 clusters
  Score: Raw -620770.514873 + Penalty 2776.366446 = -617994.148427
  nChanged 19
		SP:Iteration 68Q (106302.240000 sec): 3 clusters
  Score: Raw -620780.073858 + Penalty 2776.366446 = -618003.707412
  nChanged 22
		SP:Iteration 69Q (106302.330000 sec): 3 clusters
  Score: Raw -620790.011298 + Penalty 2776.366446 = -618013.644852
  nChanged 22
		SP:Iteration 70Q (106302.420000 sec): 3 clusters
  Score: Raw -620798.795516 + Penalty 2776.366446 = -618022.429070
  nChanged 17
		SP:Iteration 71Q (106302.510000 sec): 3 clusters
  Score: Raw -620807.112105 + Penalty 2776.366446 = -618030.745659
  nChanged 17
		SP:Iteration 72Q (106302.600000 sec): 3 clusters
  Score: Raw -620813.863424 + Penalty 2776.366446 = -618037.496979
  nChanged 14
		SP:Iteration 73Q (106302.690000 sec): 3 clusters
  Score: Raw -620820.001707 + Penalty 2776.366446 = -618043.635261
  nChanged 18
		SP:Iteration 74Q (106302.780000 sec): 3 clusters
  Score: Raw -620830.355684 + Penalty 2776.366446 = -618053.989238
  nChanged 21
		SP:Iteration 75Q (106302.870000 sec): 3 clusters
  Score: Raw -620841.725278 + Penalty 2776.366446 = -618065.358832
  nChanged 22
		SP:Iteration 76Q (106302.960000 sec): 3 clusters
  Score: Raw -620852.639844 + Penalty 2776.366446 = -618076.273398
  nChanged 23
		SP:Iteration 77Q (106303.050000 sec): 3 clusters
  Score: Raw -620865.994292 + Penalty 2776.366446 = -618089.627846
  nChanged 19
		SP:Iteration 78Q (106303.140000 sec): 3 clusters
  Score: Raw -620876.727882 + Penalty 2776.366446 = -618100.361436
  nChanged 18
		SP:Iteration 79Q (106303.230000 sec): 3 clusters
  Score: Raw -620887.586191 + Penalty 2776.366446 = -618111.219745
  nChanged 12
		SP:Iteration 80F (106303.320000 sec): 3 clusters
  Score: Raw -620896.038573 + Penalty 2776.366446 = -618119.672127
  nChanged 10
		SP:Iteration 81Q (106303.410000 sec): 3 clusters
  Score: Raw -620901.335257 + Penalty 2776.366446 = -618124.968811
  nChanged 11
		SP:Iteration 82Q (106303.490000 sec): 3 clusters
  Score: Raw -620905.056176 + Penalty 2776.366446 = -618128.689730
  nChanged 7
		SP:Iteration 83Q (106303.580000 sec): 3 clusters
  Score: Raw -620907.773026 + Penalty 2776.366446 = -618131.406580
  nChanged 4
		SP:Iteration 84Q (106303.670000 sec): 3 clusters
  Score: Raw -620910.200469 + Penalty 2776.366446 = -618133.834023
  nChanged 7
		SP:Iteration 85Q (106303.760000 sec): 3 clusters
  Score: Raw -620915.132255 + Penalty 2776.366446 = -618138.765809
  nChanged 9
		SP:Iteration 86Q (106303.850000 sec): 3 clusters
  Score: Raw -620919.455237 + Penalty 2776.366446 = -618143.088791
  nChanged 4
		SP:Iteration 87Q (106303.940000 sec): 3 clusters
  Score: Raw -620921.829917 + Penalty 2776.366446 = -618145.463471
  nChanged 1
		SP:Iteration 88Q (106304.030000 sec): 3 clusters
  Score: Raw -620922.346615 + Penalty 2776.366446 = -618145.980169
  nChanged 1
		SP:Iteration 89Q (106304.110000 sec): 3 clusters
  Score: Raw -620922.748323 + Penalty 2776.366446 = -618146.381877
  nChanged 2
		SP:Iteration 90Q (106304.200000 sec): 3 clusters
  Score: Raw -620924.336737 + Penalty 2776.366446 = -618147.970291
  nChanged 3
		SP:Iteration 91Q (106304.290000 sec): 3 clusters
  Score: Raw -620925.824750 + Penalty 2776.366446 = -618149.458304
  nChanged 4
		SP:Iteration 92Q (106304.370000 sec): 3 clusters
  Score: Raw -620927.825043 + Penalty 2776.366446 = -618151.458597
  nChanged 8
		SP:Iteration 93Q (106304.460000 sec): 3 clusters
  Score: Raw -620931.829953 + Penalty 2776.366446 = -618155.463507
  nChanged 10
		SP:Iteration 94Q (106304.550000 sec): 3 clusters
  Score: Raw -620938.679795 + Penalty 2776.366446 = -618162.313349
  nChanged 10
		SP:Iteration 95Q (106304.640000 sec): 3 clusters
  Score: Raw -620944.906966 + Penalty 2776.366446 = -618168.540520
  nChanged 9
		SP:Iteration 96Q (106304.720000 sec): 3 clusters
  Score: Raw -620949.374673 + Penalty 2776.366446 = -618173.008227
  nChanged 5
		SP:Iteration 97Q (106304.810000 sec): 3 clusters
  Score: Raw -620951.955223 + Penalty 2776.366446 = -618175.588777
  nChanged 4
		SP:Iteration 98Q (106304.900000 sec): 3 clusters
  Score: Raw -620954.102019 + Penalty 2776.366446 = -618177.735573
  nChanged 3
		SP:Iteration 99Q (106304.990000 sec): 3 clusters
  Score: Raw -620956.377426 + Penalty 2776.366446 = -618180.010980
  nChanged 1
		SP:Iteration 100F (106305.070000 sec): 3 clusters
  Score: Raw -620956.611847 + Penalty 2776.366446 = -618180.245401
  nChanged 2
		SP:Iteration 101Q (106305.160000 sec): 3 clusters
  Score: Raw -620957.500320 + Penalty 2776.366446 = -618181.133874
  nChanged 1
		SP:Iteration 102Q (106305.250000 sec): 3 clusters
  Score: Raw -620957.840998 + Penalty 2776.366446 = -618181.474552
  nChanged 0
		SP:Iteration 103F (106305.340000 sec): 3 clusters
  Score: Raw -620957.840998 + Penalty 2776.366446 = -618181.474552
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 82 (1029 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106305.400000 sec): 2 clusters
  Score: Raw -119257.201431 + Penalty 1127.155695 = -118130.045737
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106305.420000 sec): 3 clusters
  Score: Raw -118972.995400 + Penalty 2254.311389 = -116718.684011
  nChanged 328
		SP:Iteration 1F (106305.440000 sec): 3 clusters
  Score: Raw -119323.616026 + Penalty 2254.311389 = -117069.304637
  nChanged 76
		SP:Iteration 2F (106305.460000 sec): 3 clusters
  Score: Raw -119430.845441 + Penalty 2254.311389 = -117176.534052
  nChanged 46
		SP:Iteration 3Q (106305.480000 sec): 3 clusters
  Score: Raw -119480.350869 + Penalty 2254.311389 = -117226.039480
  nChanged 28
		SP:Iteration 4Q (106305.500000 sec): 3 clusters
  Score: Raw -119513.282755 + Penalty 2254.311389 = -117258.971366
  nChanged 17
		SP:Iteration 5Q (106305.520000 sec): 3 clusters
  Score: Raw -119527.939915 + Penalty 2254.311389 = -117273.628526
  nChanged 14
		SP:Iteration 6Q (106305.540000 sec): 3 clusters
  Score: Raw -119541.009951 + Penalty 2254.311389 = -117286.698562
  nChanged 12
		SP:Iteration 7Q (106305.560000 sec): 3 clusters
  Score: Raw -119556.964563 + Penalty 2254.311389 = -117302.653174
  nChanged 10
		SP:Iteration 8Q (106305.580000 sec): 3 clusters
  Score: Raw -119573.887588 + Penalty 2254.311389 = -117319.576199
  nChanged 12
		SP:Iteration 9Q (106305.600000 sec): 3 clusters
  Score: Raw -119584.886748 + Penalty 2254.311389 = -117330.575359
  nChanged 8
		SP:Iteration 10Q (106305.620000 sec): 3 clusters
  Score: Raw -119596.129080 + Penalty 2254.311389 = -117341.817691
  nChanged 8
		SP:Iteration 11Q (106305.640000 sec): 3 clusters
  Score: Raw -119603.398232 + Penalty 2254.311389 = -117349.086843
  nChanged 5
		SP:Iteration 12Q (106305.660000 sec): 3 clusters
  Score: Raw -119608.726470 + Penalty 2254.311389 = -117354.415081
  nChanged 4
		SP:Iteration 13Q (106305.680000 sec): 3 clusters
  Score: Raw -119612.452909 + Penalty 2254.311389 = -117358.141520
  nChanged 0
		SP:Iteration 14F (106305.700000 sec): 3 clusters
  Score: Raw -119612.452909 + Penalty 2254.311389 = -117358.141520
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 83 (6257 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106305.820000 sec): 2 clusters
  Score: Raw -667690.577630 + Penalty 1420.486619 = -666270.091011
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106305.930000 sec): 3 clusters
  Score: Raw -664334.249826 + Penalty 2840.973238 = -661493.276588
  nChanged 2606
		SP:Iteration 1F (106306.040000 sec): 3 clusters
  Score: Raw -665891.706252 + Penalty 2840.973238 = -663050.733015
  nChanged 519
		SP:Iteration 2F (106306.150000 sec): 3 clusters
  Score: Raw -666250.456123 + Penalty 2840.973238 = -663409.482885
  nChanged 419
		SP:Iteration 3F (106306.250000 sec): 3 clusters
  Score: Raw -666510.755918 + Penalty 2840.973238 = -663669.782681
  nChanged 352
		SP:Iteration 4F (106306.360000 sec): 3 clusters
  Score: Raw -666722.273661 + Penalty 2840.973238 = -663881.300423
  nChanged 298
		SP:Iteration 5Q (106306.460000 sec): 3 clusters
  Score: Raw -666868.295151 + Penalty 2840.973238 = -664027.321914
  nChanged 240
		SP:Iteration 6Q (106306.570000 sec): 3 clusters
  Score: Raw -666979.836541 + Penalty 2840.973238 = -664138.863304
  nChanged 205
		SP:Iteration 7Q (106306.670000 sec): 3 clusters
  Score: Raw -667084.375438 + Penalty 2840.973238 = -664243.402200
  nChanged 182
		SP:Iteration 8Q (106306.780000 sec): 3 clusters
  Score: Raw -667185.658452 + Penalty 2840.973238 = -664344.685214
  nChanged 181
		SP:Iteration 9Q (106306.890000 sec): 3 clusters
  Score: Raw -667289.639229 + Penalty 2840.973238 = -664448.665991
  nChanged 183
		SP:Iteration 10Q (106306.990000 sec): 3 clusters
  Score: Raw -667398.460416 + Penalty 2840.973238 = -664557.487178
  nChanged 193
		SP:Iteration 11Q (106307.090000 sec): 3 clusters
  Score: Raw -667504.967662 + Penalty 2840.973238 = -664663.994424
  nChanged 176
		SP:Iteration 12Q (106307.200000 sec): 3 clusters
  Score: Raw -667609.604912 + Penalty 2840.973238 = -664768.631675
  nChanged 169
		SP:Iteration 13Q (106307.310000 sec): 3 clusters
  Score: Raw -667721.541415 + Penalty 2840.973238 = -664880.568177
  nChanged 175
		SP:Iteration 14Q (106307.410000 sec): 3 clusters
  Score: Raw -667817.326453 + Penalty 2840.973238 = -664976.353215
  nChanged 129
		SP:Iteration 15Q (106307.510000 sec): 3 clusters
  Score: Raw -667877.695098 + Penalty 2840.973238 = -665036.721860
  nChanged 103
		SP:Iteration 16Q (106307.610000 sec): 3 clusters
  Score: Raw -667919.667119 + Penalty 2840.973238 = -665078.693882
  nChanged 79
		SP:Iteration 17Q (106307.720000 sec): 3 clusters
  Score: Raw -667942.906409 + Penalty 2840.973238 = -665101.933171
  nChanged 56
		SP:Iteration 18Q (106307.820000 sec): 3 clusters
  Score: Raw -667959.246124 + Penalty 2840.973238 = -665118.272886
  nChanged 53
		SP:Iteration 19Q (106307.930000 sec): 3 clusters
  Score: Raw -667978.317215 + Penalty 2840.973238 = -665137.343978
  nChanged 60
		SP:Iteration 20F (106308.040000 sec): 3 clusters
  Score: Raw -668001.077232 + Penalty 2840.973238 = -665160.103994
  nChanged 44
		SP:Iteration 21Q (106308.140000 sec): 3 clusters
  Score: Raw -668015.645399 + Penalty 2840.973238 = -665174.672161
  nChanged 37
		SP:Iteration 22Q (106308.250000 sec): 3 clusters
  Score: Raw -668028.089549 + Penalty 2840.973238 = -665187.116311
  nChanged 36
		SP:Iteration 23Q (106308.350000 sec): 3 clusters
  Score: Raw -668040.145582 + Penalty 2840.973238 = -665199.172345
  nChanged 41
		SP:Iteration 24Q (106308.450000 sec): 3 clusters
  Score: Raw -668054.083437 + Penalty 2840.973238 = -665213.110199
  nChanged 38
		SP:Iteration 25Q (106308.550000 sec): 3 clusters
  Score: Raw -668067.150961 + Penalty 2840.973238 = -665226.177723
  nChanged 34
		SP:Iteration 26Q (106308.650000 sec): 3 clusters
  Score: Raw -668082.304896 + Penalty 2840.973238 = -665241.331659
  nChanged 31
		SP:Iteration 27Q (106308.760000 sec): 3 clusters
  Score: Raw -668089.815870 + Penalty 2840.973238 = -665248.842632
  nChanged 26
		SP:Iteration 28Q (106308.860000 sec): 3 clusters
  Score: Raw -668097.873271 + Penalty 2840.973238 = -665256.900034
  nChanged 24
		SP:Iteration 29Q (106308.970000 sec): 3 clusters
  Score: Raw -668104.643793 + Penalty 2840.973238 = -665263.670555
  nChanged 16
		SP:Iteration 30Q (106309.070000 sec): 3 clusters
  Score: Raw -668108.931860 + Penalty 2840.973238 = -665267.958623
  nChanged 15
		SP:Iteration 31Q (106309.170000 sec): 3 clusters
  Score: Raw -668112.535135 + Penalty 2840.973238 = -665271.561897
  nChanged 12
		SP:Iteration 32Q (106309.270000 sec): 3 clusters
  Score: Raw -668115.414354 + Penalty 2840.973238 = -665274.441116
  nChanged 18
		SP:Iteration 33Q (106309.380000 sec): 3 clusters
  Score: Raw -668118.632745 + Penalty 2840.973238 = -665277.659508
  nChanged 13
		SP:Iteration 34Q (106309.480000 sec): 3 clusters
  Score: Raw -668121.350308 + Penalty 2840.973238 = -665280.377071
  nChanged 13
		SP:Iteration 35Q (106309.580000 sec): 3 clusters
  Score: Raw -668123.809494 + Penalty 2840.973238 = -665282.836256
  nChanged 8
		SP:Iteration 36Q (106309.690000 sec): 3 clusters
  Score: Raw -668125.374841 + Penalty 2840.973238 = -665284.401603
  nChanged 7
		SP:Iteration 37Q (106309.790000 sec): 3 clusters
  Score: Raw -668126.585687 + Penalty 2840.973238 = -665285.612449
  nChanged 9
		SP:Iteration 38Q (106309.890000 sec): 3 clusters
  Score: Raw -668128.253416 + Penalty 2840.973238 = -665287.280178
  nChanged 10
		SP:Iteration 39Q (106310.000000 sec): 3 clusters
  Score: Raw -668130.189345 + Penalty 2840.973238 = -665289.216108
  nChanged 9
		SP:Iteration 40F (106310.110000 sec): 3 clusters
  Score: Raw -668132.323302 + Penalty 2840.973238 = -665291.350064
  nChanged 8
		SP:Iteration 41Q (106310.210000 sec): 3 clusters
  Score: Raw -668134.002097 + Penalty 2840.973238 = -665293.028860
  nChanged 9
		SP:Iteration 42Q (106310.310000 sec): 3 clusters
  Score: Raw -668136.016680 + Penalty 2840.973238 = -665295.043442
  nChanged 11
		SP:Iteration 43Q (106310.420000 sec): 3 clusters
  Score: Raw -668139.298316 + Penalty 2840.973238 = -665298.325079
  nChanged 14
		SP:Iteration 44Q (106310.520000 sec): 3 clusters
  Score: Raw -668141.852643 + Penalty 2840.973238 = -665300.879406
  nChanged 15
		SP:Iteration 45Q (106310.620000 sec): 3 clusters
  Score: Raw -668144.474235 + Penalty 2840.973238 = -665303.500997
  nChanged 13
		SP:Iteration 46Q (106310.730000 sec): 3 clusters
  Score: Raw -668147.687186 + Penalty 2840.973238 = -665306.713948
  nChanged 17
		SP:Iteration 47Q (106310.820000 sec): 3 clusters
  Score: Raw -668150.486126 + Penalty 2840.973238 = -665309.512889
  nChanged 12
		SP:Iteration 48Q (106310.930000 sec): 3 clusters
  Score: Raw -668152.071544 + Penalty 2840.973238 = -665311.098307
  nChanged 4
		SP:Iteration 49Q (106311.030000 sec): 3 clusters
  Score: Raw -668152.522221 + Penalty 2840.973238 = -665311.548983
  nChanged 3
		SP:Iteration 50Q (106311.130000 sec): 3 clusters
  Score: Raw -668153.011537 + Penalty 2840.973238 = -665312.038299
  nChanged 3
		SP:Iteration 51Q (106311.230000 sec): 3 clusters
  Score: Raw -668153.555633 + Penalty 2840.973238 = -665312.582395
  nChanged 6
		SP:Iteration 52Q (106311.340000 sec): 3 clusters
  Score: Raw -668154.791093 + Penalty 2840.973238 = -665313.817856
  nChanged 6
		SP:Iteration 53Q (106311.440000 sec): 3 clusters
  Score: Raw -668156.615182 + Penalty 2840.973238 = -665315.641944
  nChanged 6
		SP:Iteration 54Q (106311.540000 sec): 3 clusters
  Score: Raw -668158.016067 + Penalty 2840.973238 = -665317.042830
  nChanged 4
		SP:Iteration 55Q (106311.640000 sec): 3 clusters
  Score: Raw -668158.743162 + Penalty 2840.973238 = -665317.769925
  nChanged 5
		SP:Iteration 56Q (106311.750000 sec): 3 clusters
  Score: Raw -668159.516744 + Penalty 2840.973238 = -665318.543506
  nChanged 4
		SP:Iteration 57Q (106311.860000 sec): 3 clusters
  Score: Raw -668160.072631 + Penalty 2840.973238 = -665319.099393
  nChanged 2
		SP:Iteration 58Q (106311.960000 sec): 3 clusters
  Score: Raw -668160.455669 + Penalty 2840.973238 = -665319.482431
  nChanged 2
		SP:Iteration 59Q (106312.060000 sec): 3 clusters
  Score: Raw -668160.760061 + Penalty 2840.973238 = -665319.786824
  nChanged 2
		SP:Iteration 60F (106312.170000 sec): 3 clusters
  Score: Raw -668161.084086 + Penalty 2840.973238 = -665320.110848
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 84 (5462 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106312.250000 sec): 2 clusters
  Score: Raw -621369.019838 + Penalty 1398.405174 = -619970.614664
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106312.350000 sec): 3 clusters
  Score: Raw -618468.170904 + Penalty 2796.810348 = -615671.360556
  nChanged 2251
		SP:Iteration 1F (106312.440000 sec): 3 clusters
  Score: Raw -619773.304720 + Penalty 2796.810348 = -616976.494372
  nChanged 425
		SP:Iteration 2F (106312.540000 sec): 3 clusters
  Score: Raw -620040.983025 + Penalty 2796.810348 = -617244.172676
  nChanged 357
		SP:Iteration 3F (106312.630000 sec): 3 clusters
  Score: Raw -620280.949735 + Penalty 2796.810348 = -617484.139387
  nChanged 268
		SP:Iteration 4Q (106312.720000 sec): 3 clusters
  Score: Raw -620436.452383 + Penalty 2796.810348 = -617639.642035
  nChanged 216
		SP:Iteration 5Q (106312.810000 sec): 3 clusters
  Score: Raw -620563.204191 + Penalty 2796.810348 = -617766.393843
  nChanged 194
		SP:Iteration 6Q (106312.910000 sec): 3 clusters
  Score: Raw -620693.989191 + Penalty 2796.810348 = -617897.178843
  nChanged 203
		SP:Iteration 7Q (106313.000000 sec): 3 clusters
  Score: Raw -620810.737829 + Penalty 2796.810348 = -618013.927481
  nChanged 183
		SP:Iteration 8Q (106313.090000 sec): 3 clusters
  Score: Raw -620908.624676 + Penalty 2796.810348 = -618111.814328
  nChanged 153
		SP:Iteration 9Q (106313.190000 sec): 3 clusters
  Score: Raw -620986.388192 + Penalty 2796.810348 = -618189.577844
  nChanged 134
		SP:Iteration 10Q (106313.280000 sec): 3 clusters
  Score: Raw -621044.097415 + Penalty 2796.810348 = -618247.287067
  nChanged 112
		SP:Iteration 11Q (106313.370000 sec): 3 clusters
  Score: Raw -621095.017531 + Penalty 2796.810348 = -618298.207183
  nChanged 108
		SP:Iteration 12Q (106313.460000 sec): 3 clusters
  Score: Raw -621140.716346 + Penalty 2796.810348 = -618343.905998
  nChanged 91
		SP:Iteration 13Q (106313.550000 sec): 3 clusters
  Score: Raw -621173.801976 + Penalty 2796.810348 = -618376.991628
  nChanged 80
		SP:Iteration 14Q (106313.650000 sec): 3 clusters
  Score: Raw -621212.647139 + Penalty 2796.810348 = -618415.836791
  nChanged 83
		SP:Iteration 15Q (106313.740000 sec): 3 clusters
  Score: Raw -621246.876058 + Penalty 2796.810348 = -618450.065710
  nChanged 79
		SP:Iteration 16Q (106313.830000 sec): 3 clusters
  Score: Raw -621287.608949 + Penalty 2796.810348 = -618490.798601
  nChanged 89
		SP:Iteration 17Q (106313.920000 sec): 3 clusters
  Score: Raw -621335.093997 + Penalty 2796.810348 = -618538.283649
  nChanged 86
		SP:Iteration 18Q (106314.010000 sec): 3 clusters
  Score: Raw -621382.103788 + Penalty 2796.810348 = -618585.293440
  nChanged 91
		SP:Iteration 19Q (106314.100000 sec): 3 clusters
  Score: Raw -621425.363844 + Penalty 2796.810348 = -618628.553496
  nChanged 74
		SP:Iteration 20F (106314.190000 sec): 3 clusters
  Score: Raw -621472.549364 + Penalty 2796.810348 = -618675.739016
  nChanged 77
		SP:Iteration 21Q (106314.290000 sec): 3 clusters
  Score: Raw -621515.628989 + Penalty 2796.810348 = -618718.818641
  nChanged 71
		SP:Iteration 22Q (106314.370000 sec): 3 clusters
  Score: Raw -621551.566452 + Penalty 2796.810348 = -618754.756104
  nChanged 69
		SP:Iteration 23Q (106314.470000 sec): 3 clusters
  Score: Raw -621587.718157 + Penalty 2796.810348 = -618790.907809
  nChanged 68
		SP:Iteration 24Q (106314.560000 sec): 3 clusters
  Score: Raw -621617.531582 + Penalty 2796.810348 = -618820.721233
  nChanged 56
		SP:Iteration 25Q (106314.650000 sec): 3 clusters
  Score: Raw -621639.828490 + Penalty 2796.810348 = -618843.018142
  nChanged 41
		SP:Iteration 26Q (106314.740000 sec): 3 clusters
  Score: Raw -621652.450087 + Penalty 2796.810348 = -618855.639739
  nChanged 29
		SP:Iteration 27Q (106314.830000 sec): 3 clusters
  Score: Raw -621661.485083 + Penalty 2796.810348 = -618864.674735
  nChanged 30
		SP:Iteration 28Q (106314.910000 sec): 3 clusters
  Score: Raw -621671.629292 + Penalty 2796.810348 = -618874.818944
  nChanged 24
		SP:Iteration 29Q (106315.010000 sec): 3 clusters
  Score: Raw -621681.646547 + Penalty 2796.810348 = -618884.836199
  nChanged 27
		SP:Iteration 30Q (106315.100000 sec): 3 clusters
  Score: Raw -621691.241488 + Penalty 2796.810348 = -618894.431140
  nChanged 23
		SP:Iteration 31Q (106315.190000 sec): 3 clusters
  Score: Raw -621697.732209 + Penalty 2796.810348 = -618900.921860
  nChanged 23
		SP:Iteration 32Q (106315.270000 sec): 3 clusters
  Score: Raw -621705.733564 + Penalty 2796.810348 = -618908.923216
  nChanged 24
		SP:Iteration 33Q (106315.370000 sec): 3 clusters
  Score: Raw -621713.261741 + Penalty 2796.810348 = -618916.451393
  nChanged 30
		SP:Iteration 34Q (106315.450000 sec): 3 clusters
  Score: Raw -621724.791284 + Penalty 2796.810348 = -618927.980936
  nChanged 25
		SP:Iteration 35Q (106315.540000 sec): 3 clusters
  Score: Raw -621732.969101 + Penalty 2796.810348 = -618936.158753
  nChanged 28
		SP:Iteration 36Q (106315.630000 sec): 3 clusters
  Score: Raw -621742.226031 + Penalty 2796.810348 = -618945.415683
  nChanged 17
		SP:Iteration 37Q (106315.720000 sec): 3 clusters
  Score: Raw -621746.346542 + Penalty 2796.810348 = -618949.536193
  nChanged 14
		SP:Iteration 38Q (106315.810000 sec): 3 clusters
  Score: Raw -621749.210531 + Penalty 2796.810348 = -618952.400183
  nChanged 8
		SP:Iteration 39Q (106315.900000 sec): 3 clusters
  Score: Raw -621750.951250 + Penalty 2796.810348 = -618954.140902
  nChanged 8
		SP:Iteration 40F (106315.990000 sec): 3 clusters
  Score: Raw -621752.547813 + Penalty 2796.810348 = -618955.737465
  nChanged 5
		SP:Iteration 41Q (106316.080000 sec): 3 clusters
  Score: Raw -621753.653838 + Penalty 2796.810348 = -618956.843490
  nChanged 4
		SP:Iteration 42Q (106316.170000 sec): 3 clusters
  Score: Raw -621754.225326 + Penalty 2796.810348 = -618957.414977
  nChanged 3
		SP:Iteration 43Q (106316.260000 sec): 3 clusters
  Score: Raw -621754.794803 + Penalty 2796.810348 = -618957.984455
  nChanged 4
		SP:Iteration 44Q (106316.350000 sec): 3 clusters
  Score: Raw -621756.136379 + Penalty 2796.810348 = -618959.326031
  nChanged 4
		SP:Iteration 45Q (106316.440000 sec): 3 clusters
  Score: Raw -621756.727756 + Penalty 2796.810348 = -618959.917407
  nChanged 2
		SP:Iteration 46Q (106316.530000 sec): 3 clusters
  Score: Raw -621757.290187 + Penalty 2796.810348 = -618960.479838
  nChanged 1
		SP:Iteration 47Q (106316.620000 sec): 3 clusters
  Score: Raw -621757.351741 + Penalty 2796.810348 = -618960.541393
  nChanged 1
		SP:Iteration 48Q (106316.710000 sec): 3 clusters
  Score: Raw -621757.436550 + Penalty 2796.810348 = -618960.626202
  nChanged 1
		SP:Iteration 49Q (106316.790000 sec): 3 clusters
  Score: Raw -621757.944350 + Penalty 2796.810348 = -618961.134002
  nChanged 1
		SP:Iteration 50Q (106316.880000 sec): 3 clusters
  Score: Raw -621758.248556 + Penalty 2796.810348 = -618961.438207
  nChanged 2
		SP:Iteration 51Q (106316.970000 sec): 3 clusters
  Score: Raw -621758.555454 + Penalty 2796.810348 = -618961.745106
  nChanged 2
		SP:Iteration 52Q (106317.060000 sec): 3 clusters
  Score: Raw -621758.878226 + Penalty 2796.810348 = -618962.067878
  nChanged 1
		SP:Iteration 53Q (106317.150000 sec): 3 clusters
  Score: Raw -621759.011650 + Penalty 2796.810348 = -618962.201302
  nChanged 2
		SP:Iteration 54Q (106317.240000 sec): 3 clusters
  Score: Raw -621759.239376 + Penalty 2796.810348 = -618962.429028
  nChanged 2
		SP:Iteration 55Q (106317.340000 sec): 3 clusters
  Score: Raw -621759.379408 + Penalty 2796.810348 = -618962.569060
  nChanged 0
		SP:Iteration 56F (106317.430000 sec): 3 clusters
  Score: Raw -621759.379408 + Penalty 2796.810348 = -618962.569060
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 85 (1566 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106317.490000 sec): 2 clusters
  Score: Raw -181456.739974 + Penalty 1195.395480 = -180261.344494
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106317.520000 sec): 3 clusters
  Score: Raw -180849.311696 + Penalty 2390.790960 = -178458.520736
  nChanged 520
		SP:Iteration 1F (106317.550000 sec): 3 clusters
  Score: Raw -181328.055909 + Penalty 2390.790960 = -178937.264949
  nChanged 134
		SP:Iteration 2F (106317.580000 sec): 3 clusters
  Score: Raw -181455.719156 + Penalty 2390.790960 = -179064.928196
  nChanged 63
		SP:Iteration 3Q (106317.610000 sec): 3 clusters
  Score: Raw -181518.572407 + Penalty 2390.790960 = -179127.781447
  nChanged 49
		SP:Iteration 4Q (106317.640000 sec): 3 clusters
  Score: Raw -181558.864589 + Penalty 2390.790960 = -179168.073629
  nChanged 40
		SP:Iteration 5Q (106317.670000 sec): 3 clusters
  Score: Raw -181592.967985 + Penalty 2390.790960 = -179202.177025
  nChanged 33
		SP:Iteration 6Q (106317.700000 sec): 3 clusters
  Score: Raw -181623.894356 + Penalty 2390.790960 = -179233.103396
  nChanged 27
		SP:Iteration 7Q (106317.730000 sec): 3 clusters
  Score: Raw -181641.777007 + Penalty 2390.790960 = -179250.986047
  nChanged 15
		SP:Iteration 8Q (106317.760000 sec): 3 clusters
  Score: Raw -181653.096038 + Penalty 2390.790960 = -179262.305079
  nChanged 8
		SP:Iteration 9Q (106317.780000 sec): 3 clusters
  Score: Raw -181658.452924 + Penalty 2390.790960 = -179267.661964
  nChanged 9
		SP:Iteration 10Q (106317.810000 sec): 3 clusters
  Score: Raw -181662.755773 + Penalty 2390.790960 = -179271.964813
  nChanged 4
		SP:Iteration 11Q (106317.840000 sec): 3 clusters
  Score: Raw -181664.656973 + Penalty 2390.790960 = -179273.866013
  nChanged 1
		SP:Iteration 12Q (106317.870000 sec): 3 clusters
  Score: Raw -181664.857252 + Penalty 2390.790960 = -179274.066292
  nChanged 1
		SP:Iteration 13Q (106317.900000 sec): 3 clusters
  Score: Raw -181665.762928 + Penalty 2390.790960 = -179274.971968
  nChanged 2
		SP:Iteration 14Q (106317.930000 sec): 3 clusters
  Score: Raw -181666.944266 + Penalty 2390.790960 = -179276.153306
  nChanged 4
		SP:Iteration 15Q (106317.960000 sec): 3 clusters
  Score: Raw -181668.960081 + Penalty 2390.790960 = -179278.169121
  nChanged 3
		SP:Iteration 16Q (106317.990000 sec): 3 clusters
  Score: Raw -181670.199438 + Penalty 2390.790960 = -179279.408478
  nChanged 0
		SP:Iteration 17F (106318.020000 sec): 3 clusters
  Score: Raw -181670.199438 + Penalty 2390.790960 = -179279.408478
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 86 (710 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106318.070000 sec): 2 clusters
  Score: Raw -80885.074213 + Penalty 1066.855558 = -79818.218655
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106318.090000 sec): 3 clusters
  Score: Raw -80735.018482 + Penalty 2133.711115 = -78601.307367
  nChanged 195
		SP:Iteration 1F (106318.100000 sec): 3 clusters
  Score: Raw -80973.116315 + Penalty 2133.711115 = -78839.405199
  nChanged 55
		SP:Iteration 2F (106318.120000 sec): 3 clusters
  Score: Raw -81039.791624 + Penalty 2133.711115 = -78906.080509
  nChanged 24
		SP:Iteration 3Q (106318.130000 sec): 3 clusters
  Score: Raw -81069.114030 + Penalty 2133.711115 = -78935.402915
  nChanged 17
		SP:Iteration 4Q (106318.140000 sec): 3 clusters
  Score: Raw -81093.304826 + Penalty 2133.711115 = -78959.593711
  nChanged 19
		SP:Iteration 5Q (106318.160000 sec): 3 clusters
  Score: Raw -81120.014734 + Penalty 2133.711115 = -78986.303619
  nChanged 14
		SP:Iteration 6Q (106318.170000 sec): 3 clusters
  Score: Raw -81156.708636 + Penalty 2133.711115 = -79022.997521
  nChanged 16
		SP:Iteration 7Q (106318.190000 sec): 3 clusters
  Score: Raw -81199.001870 + Penalty 2133.711115 = -79065.290755
  nChanged 12
		SP:Iteration 8Q (106318.200000 sec): 3 clusters
  Score: Raw -81218.357896 + Penalty 2133.711115 = -79084.646781
  nChanged 8
		SP:Iteration 9Q (106318.210000 sec): 3 clusters
  Score: Raw -81235.415401 + Penalty 2133.711115 = -79101.704285
  nChanged 6
		SP:Iteration 10Q (106318.230000 sec): 3 clusters
  Score: Raw -81250.862788 + Penalty 2133.711115 = -79117.151672
  nChanged 8
		SP:Iteration 11Q (106318.240000 sec): 3 clusters
  Score: Raw -81262.228834 + Penalty 2133.711115 = -79128.517719
  nChanged 8
		SP:Iteration 12Q (106318.260000 sec): 3 clusters
  Score: Raw -81287.893253 + Penalty 2133.711115 = -79154.182138
  nChanged 7
		SP:Iteration 13Q (106318.270000 sec): 3 clusters
  Score: Raw -81306.137305 + Penalty 2133.711115 = -79172.426190
  nChanged 8
		SP:Iteration 14Q (106318.280000 sec): 3 clusters
  Score: Raw -81317.883834 + Penalty 2133.711115 = -79184.172719
  nChanged 6
		SP:Iteration 15Q (106318.300000 sec): 3 clusters
  Score: Raw -81325.361730 + Penalty 2133.711115 = -79191.650615
  nChanged 5
		SP:Iteration 16Q (106318.310000 sec): 3 clusters
  Score: Raw -81334.939398 + Penalty 2133.711115 = -79201.228282
  nChanged 7
		SP:Iteration 17Q (106318.320000 sec): 3 clusters
  Score: Raw -81348.570269 + Penalty 2133.711115 = -79214.859154
  nChanged 8
		SP:Iteration 18Q (106318.340000 sec): 3 clusters
  Score: Raw -81359.323589 + Penalty 2133.711115 = -79225.612473
  nChanged 5
		SP:Iteration 19Q (106318.350000 sec): 3 clusters
  Score: Raw -81363.987283 + Penalty 2133.711115 = -79230.276167
  nChanged 2
		SP:Iteration 20F (106318.360000 sec): 3 clusters
  Score: Raw -81367.414079 + Penalty 2133.711115 = -79233.702963
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 87 (221 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106318.410000 sec): 2 clusters
  Score: Raw -21929.000803 + Penalty 877.201439 = -21051.799364
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106318.410000 sec): 3 clusters
  Score: Raw -22072.902520 + Penalty 1754.402878 = -20318.499642
  nChanged 33
		SP:Iteration 1F (106318.420000 sec): 3 clusters
  Score: Raw -22193.704184 + Penalty 1754.402878 = -20439.301306
  nChanged 9
		SP:Iteration 2Q (106318.420000 sec): 3 clusters
  Score: Raw -22232.240591 + Penalty 1754.402878 = -20477.837713
  nChanged 4
		SP:Iteration 3Q (106318.430000 sec): 3 clusters
  Score: Raw -22329.028754 + Penalty 1754.402878 = -20574.625876
  nChanged 9
		SP:Iteration 4Q (106318.430000 sec): 3 clusters
  Score: Raw -22356.425495 + Penalty 1754.402878 = -20602.022617
  nChanged 2
		SP:Iteration 5Q (106318.440000 sec): 3 clusters
  Score: Raw -22366.206751 + Penalty 1754.402878 = -20611.803873
  nChanged 2
		SP:Iteration 6Q (106318.440000 sec): 3 clusters
  Score: Raw -22372.313954 + Penalty 1754.402878 = -20617.911076
  nChanged 1
		SP:Iteration 7Q (106318.450000 sec): 3 clusters
  Score: Raw -22373.077888 + Penalty 1754.402878 = -20618.675010
  nChanged 1
		SP:Iteration 8Q (106318.450000 sec): 3 clusters
  Score: Raw -22373.703710 + Penalty 1754.402878 = -20619.300832
  nChanged 0
		SP:Iteration 9F (106318.460000 sec): 3 clusters
  Score: Raw -22373.703710 + Penalty 1754.402878 = -20619.300832
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 88 (3350 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106318.540000 sec): 2 clusters
  Score: Raw -416467.927967 + Penalty 1318.966289 = -415148.961678
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106318.610000 sec): 3 clusters
  Score: Raw -414792.004110 + Penalty 2637.932578 = -412154.071532
  nChanged 1355
		SP:Iteration 1F (106318.680000 sec): 3 clusters
  Score: Raw -415568.462324 + Penalty 2637.932578 = -412930.529746
  nChanged 269
		SP:Iteration 2F (106318.740000 sec): 3 clusters
  Score: Raw -415722.070662 + Penalty 2637.932578 = -413084.138084
  nChanged 160
		SP:Iteration 3Q (106318.800000 sec): 3 clusters
  Score: Raw -415798.737091 + Penalty 2637.932578 = -413160.804513
  nChanged 118
		SP:Iteration 4Q (106318.870000 sec): 3 clusters
  Score: Raw -415855.460557 + Penalty 2637.932578 = -413217.527979
  nChanged 99
		SP:Iteration 5Q (106318.930000 sec): 3 clusters
  Score: Raw -415903.660569 + Penalty 2637.932578 = -413265.727991
  nChanged 92
		SP:Iteration 6Q (106319.000000 sec): 3 clusters
  Score: Raw -415946.530110 + Penalty 2637.932578 = -413308.597532
  nChanged 69
		SP:Iteration 7Q (106319.060000 sec): 3 clusters
  Score: Raw -415976.743472 + Penalty 2637.932578 = -413338.810894
  nChanged 62
		SP:Iteration 8Q (106319.120000 sec): 3 clusters
  Score: Raw -416005.655478 + Penalty 2637.932578 = -413367.722900
  nChanged 58
		SP:Iteration 9Q (106319.190000 sec): 3 clusters
  Score: Raw -416029.624294 + Penalty 2637.932578 = -413391.691716
  nChanged 46
		SP:Iteration 10Q (106319.250000 sec): 3 clusters
  Score: Raw -416046.372317 + Penalty 2637.932578 = -413408.439739
  nChanged 38
		SP:Iteration 11Q (106319.320000 sec): 3 clusters
  Score: Raw -416061.703044 + Penalty 2637.932578 = -413423.770466
  nChanged 39
		SP:Iteration 12Q (106319.380000 sec): 3 clusters
  Score: Raw -416075.623807 + Penalty 2637.932578 = -413437.691229
  nChanged 37
		SP:Iteration 13Q (106319.440000 sec): 3 clusters
  Score: Raw -416088.479376 + Penalty 2637.932578 = -413450.546798
  nChanged 38
		SP:Iteration 14Q (106319.510000 sec): 3 clusters
  Score: Raw -416102.068031 + Penalty 2637.932578 = -413464.135453
  nChanged 27
		SP:Iteration 15Q (106319.570000 sec): 3 clusters
  Score: Raw -416112.740813 + Penalty 2637.932578 = -413474.808235
  nChanged 28
		SP:Iteration 16Q (106319.640000 sec): 3 clusters
  Score: Raw -416124.227746 + Penalty 2637.932578 = -413486.295168
  nChanged 29
		SP:Iteration 17Q (106319.700000 sec): 3 clusters
  Score: Raw -416134.284866 + Penalty 2637.932578 = -413496.352288
  nChanged 27
		SP:Iteration 18Q (106319.760000 sec): 3 clusters
  Score: Raw -416144.509179 + Penalty 2637.932578 = -413506.576601
  nChanged 30
		SP:Iteration 19Q (106319.830000 sec): 3 clusters
  Score: Raw -416156.924073 + Penalty 2637.932578 = -413518.991495
  nChanged 33
		SP:Iteration 20F (106319.890000 sec): 3 clusters
  Score: Raw -416170.454053 + Penalty 2637.932578 = -413532.521475
  nChanged 35
		SP:Iteration 21Q (106319.960000 sec): 3 clusters
  Score: Raw -416185.466653 + Penalty 2637.932578 = -413547.534075
  nChanged 32
		SP:Iteration 22Q (106320.020000 sec): 3 clusters
  Score: Raw -416197.231725 + Penalty 2637.932578 = -413559.299147
  nChanged 27
		SP:Iteration 23Q (106320.080000 sec): 3 clusters
  Score: Raw -416207.471530 + Penalty 2637.932578 = -413569.538952
  nChanged 24
		SP:Iteration 24Q (106320.150000 sec): 3 clusters
  Score: Raw -416217.332724 + Penalty 2637.932578 = -413579.400146
  nChanged 28
		SP:Iteration 25Q (106320.210000 sec): 3 clusters
  Score: Raw -416226.039319 + Penalty 2637.932578 = -413588.106741
  nChanged 16
		SP:Iteration 26Q (106320.280000 sec): 3 clusters
  Score: Raw -416233.341914 + Penalty 2637.932578 = -413595.409336
  nChanged 18
		SP:Iteration 27Q (106320.340000 sec): 3 clusters
  Score: Raw -416239.505273 + Penalty 2637.932578 = -413601.572695
  nChanged 21
		SP:Iteration 28Q (106320.400000 sec): 3 clusters
  Score: Raw -416246.658389 + Penalty 2637.932578 = -413608.725811
  nChanged 12
		SP:Iteration 29Q (106320.470000 sec): 3 clusters
  Score: Raw -416249.709810 + Penalty 2637.932578 = -413611.777232
  nChanged 7
		SP:Iteration 30Q (106320.530000 sec): 3 clusters
  Score: Raw -416252.002576 + Penalty 2637.932578 = -413614.069998
  nChanged 6
		SP:Iteration 31Q (106320.600000 sec): 3 clusters
  Score: Raw -416253.618347 + Penalty 2637.932578 = -413615.685769
  nChanged 6
		SP:Iteration 32Q (106320.660000 sec): 3 clusters
  Score: Raw -416255.390916 + Penalty 2637.932578 = -413617.458338
  nChanged 7
		SP:Iteration 33Q (106320.720000 sec): 3 clusters
  Score: Raw -416257.542004 + Penalty 2637.932578 = -413619.609426
  nChanged 7
		SP:Iteration 34Q (106320.790000 sec): 3 clusters
  Score: Raw -416259.908172 + Penalty 2637.932578 = -413621.975594
  nChanged 6
		SP:Iteration 35Q (106320.850000 sec): 3 clusters
  Score: Raw -416261.009793 + Penalty 2637.932578 = -413623.077215
  nChanged 2
		SP:Iteration 36Q (106320.920000 sec): 3 clusters
  Score: Raw -416261.418991 + Penalty 2637.932578 = -413623.486412
  nChanged 2
		SP:Iteration 37Q (106320.980000 sec): 3 clusters
  Score: Raw -416262.379932 + Penalty 2637.932578 = -413624.447354
  nChanged 4
		SP:Iteration 38Q (106321.040000 sec): 3 clusters
  Score: Raw -416263.013068 + Penalty 2637.932578 = -413625.080490
  nChanged 2
		SP:Iteration 39Q (106321.110000 sec): 3 clusters
  Score: Raw -416263.670416 + Penalty 2637.932578 = -413625.737838
  nChanged 3
		SP:Iteration 40F (106321.170000 sec): 3 clusters
  Score: Raw -416264.628834 + Penalty 2637.932578 = -413626.696256
  nChanged 2
		SP:Iteration 41Q (106321.240000 sec): 3 clusters
  Score: Raw -416265.523943 + Penalty 2637.932578 = -413627.591365
  nChanged 2
		SP:Iteration 42Q (106321.300000 sec): 3 clusters
  Score: Raw -416265.975466 + Penalty 2637.932578 = -413628.042888
  nChanged 4
		SP:Iteration 43Q (106321.360000 sec): 3 clusters
  Score: Raw -416267.227902 + Penalty 2637.932578 = -413629.295324
  nChanged 3
		SP:Iteration 44Q (106321.430000 sec): 3 clusters
  Score: Raw -416268.912689 + Penalty 2637.932578 = -413630.980111
  nChanged 5
		SP:Iteration 45Q (106321.490000 sec): 3 clusters
  Score: Raw -416271.967742 + Penalty 2637.932578 = -413634.035164
  nChanged 11
		SP:Iteration 46Q (106321.560000 sec): 3 clusters
  Score: Raw -416276.963454 + Penalty 2637.932578 = -413639.030876
  nChanged 12
		SP:Iteration 47Q (106321.620000 sec): 3 clusters
  Score: Raw -416280.773850 + Penalty 2637.932578 = -413642.841272
  nChanged 12
		SP:Iteration 48Q (106321.680000 sec): 3 clusters
  Score: Raw -416283.927390 + Penalty 2637.932578 = -413645.994812
  nChanged 8
		SP:Iteration 49Q (106321.750000 sec): 3 clusters
  Score: Raw -416286.892346 + Penalty 2637.932578 = -413648.959768
  nChanged 7
		SP:Iteration 50Q (106321.810000 sec): 3 clusters
  Score: Raw -416290.938514 + Penalty 2637.932578 = -413653.005935
  nChanged 4
		SP:Iteration 51Q (106321.880000 sec): 3 clusters
  Score: Raw -416292.399246 + Penalty 2637.932578 = -413654.466668
  nChanged 1
		SP:Iteration 52Q (106321.940000 sec): 3 clusters
  Score: Raw -416292.606893 + Penalty 2637.932578 = -413654.674315
  nChanged 0
		SP:Iteration 53F (106322.000000 sec): 3 clusters
  Score: Raw -416292.606893 + Penalty 2637.932578 = -413654.674315
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 89 (347 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106322.060000 sec): 2 clusters
  Score: Raw -34071.826769 + Penalty 950.515277 = -33121.311492
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106322.070000 sec): 3 clusters
  Score: Raw -34158.681524 + Penalty 1901.030553 = -32257.650971
  nChanged 77
		SP:Iteration 1F (106322.080000 sec): 3 clusters
  Score: Raw -34370.977288 + Penalty 1901.030553 = -32469.946734
  nChanged 21
		SP:Iteration 2F (106322.080000 sec): 3 clusters
  Score: Raw -34428.094643 + Penalty 1901.030553 = -32527.064089
  nChanged 12
		SP:Iteration 3Q (106322.090000 sec): 3 clusters
  Score: Raw -34483.121343 + Penalty 1901.030553 = -32582.090790
  nChanged 13
		SP:Iteration 4Q (106322.100000 sec): 3 clusters
  Score: Raw -34508.194960 + Penalty 1901.030553 = -32607.164406
  nChanged 4
		SP:Iteration 5Q (106322.110000 sec): 3 clusters
  Score: Raw -34525.767948 + Penalty 1901.030553 = -32624.737394
  nChanged 5
		SP:Iteration 6Q (106322.120000 sec): 3 clusters
  Score: Raw -34539.026714 + Penalty 1901.030553 = -32637.996161
  nChanged 4
		SP:Iteration 7Q (106322.120000 sec): 3 clusters
  Score: Raw -34573.367157 + Penalty 1901.030553 = -32672.336603
  nChanged 3
		SP:Iteration 8Q (106322.130000 sec): 3 clusters
  Score: Raw -34588.525877 + Penalty 1901.030553 = -32687.495324
  nChanged 4
		SP:Iteration 9Q (106322.140000 sec): 3 clusters
  Score: Raw -34608.808573 + Penalty 1901.030553 = -32707.778020
  nChanged 3
		SP:Iteration 10Q (106322.140000 sec): 3 clusters
  Score: Raw -34615.830255 + Penalty 1901.030553 = -32714.799702
  nChanged 2
		SP:Iteration 11Q (106322.150000 sec): 3 clusters
  Score: Raw -34619.692235 + Penalty 1901.030553 = -32718.661681
  nChanged 1
		SP:Iteration 12Q (106322.160000 sec): 3 clusters
  Score: Raw -34621.450318 + Penalty 1901.030553 = -32720.419765
  nChanged 1
		SP:Iteration 13Q (106322.170000 sec): 3 clusters
  Score: Raw -34624.452525 + Penalty 1901.030553 = -32723.421972
  nChanged 1
		SP:Iteration 14Q (106322.180000 sec): 3 clusters
  Score: Raw -34626.209316 + Penalty 1901.030553 = -32725.178762
  nChanged 0
		SP:Iteration 15F (106322.180000 sec): 3 clusters
  Score: Raw -34626.209316 + Penalty 1901.030553 = -32725.178762
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 90 (1169 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106322.250000 sec): 2 clusters
  Score: Raw -135217.989996 + Penalty 1147.884394 = -134070.105602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106322.270000 sec): 3 clusters
  Score: Raw -134816.021956 + Penalty 2295.768787 = -132520.253168
  nChanged 382
		SP:Iteration 1F (106322.290000 sec): 3 clusters
  Score: Raw -135132.530527 + Penalty 2295.768787 = -132836.761739
  nChanged 100
		SP:Iteration 2F (106322.320000 sec): 3 clusters
  Score: Raw -135253.304693 + Penalty 2295.768787 = -132957.535906
  nChanged 63
		SP:Iteration 3F (106322.340000 sec): 3 clusters
  Score: Raw -135319.056130 + Penalty 2295.768787 = -133023.287342
  nChanged 44
		SP:Iteration 4Q (106322.360000 sec): 3 clusters
  Score: Raw -135361.539225 + Penalty 2295.768787 = -133065.770438
  nChanged 37
		SP:Iteration 5Q (106322.380000 sec): 3 clusters
  Score: Raw -135402.607466 + Penalty 2295.768787 = -133106.838679
  nChanged 41
		SP:Iteration 6Q (106322.400000 sec): 3 clusters
  Score: Raw -135451.952862 + Penalty 2295.768787 = -133156.184075
  nChanged 28
		SP:Iteration 7Q (106322.420000 sec): 3 clusters
  Score: Raw -135487.849378 + Penalty 2295.768787 = -133192.080590
  nChanged 35
		SP:Iteration 8Q (106322.450000 sec): 3 clusters
  Score: Raw -135536.032974 + Penalty 2295.768787 = -133240.264186
  nChanged 32
		SP:Iteration 9Q (106322.470000 sec): 3 clusters
  Score: Raw -135567.723247 + Penalty 2295.768787 = -133271.954459
  nChanged 26
		SP:Iteration 10Q (106322.490000 sec): 3 clusters
  Score: Raw -135592.627591 + Penalty 2295.768787 = -133296.858804
  nChanged 24
		SP:Iteration 11Q (106322.510000 sec): 3 clusters
  Score: Raw -135618.675284 + Penalty 2295.768787 = -133322.906496
  nChanged 13
		SP:Iteration 12Q (106322.540000 sec): 3 clusters
  Score: Raw -135630.851023 + Penalty 2295.768787 = -133335.082235
  nChanged 7
		SP:Iteration 13Q (106322.560000 sec): 3 clusters
  Score: Raw -135638.715312 + Penalty 2295.768787 = -133342.946524
  nChanged 6
		SP:Iteration 14Q (106322.580000 sec): 3 clusters
  Score: Raw -135648.180832 + Penalty 2295.768787 = -133352.412045
  nChanged 9
		SP:Iteration 15Q (106322.600000 sec): 3 clusters
  Score: Raw -135659.936469 + Penalty 2295.768787 = -133364.167682
  nChanged 7
		SP:Iteration 16Q (106322.620000 sec): 3 clusters
  Score: Raw -135667.559690 + Penalty 2295.768787 = -133371.790902
  nChanged 9
		SP:Iteration 17Q (106322.640000 sec): 3 clusters
  Score: Raw -135675.007887 + Penalty 2295.768787 = -133379.239100
  nChanged 2
		SP:Iteration 18Q (106322.660000 sec): 3 clusters
  Score: Raw -135677.769290 + Penalty 2295.768787 = -133382.000502
  nChanged 3
		SP:Iteration 19Q (106322.690000 sec): 3 clusters
  Score: Raw -135682.344720 + Penalty 2295.768787 = -133386.575932
  nChanged 6
		SP:Iteration 20F (106322.710000 sec): 3 clusters
  Score: Raw -135687.548233 + Penalty 2295.768787 = -133391.779446
  nChanged 5
		SP:Iteration 21Q (106322.730000 sec): 3 clusters
  Score: Raw -135693.333498 + Penalty 2295.768787 = -133397.564711
  nChanged 3
		SP:Iteration 22Q (106322.750000 sec): 3 clusters
  Score: Raw -135697.572886 + Penalty 2295.768787 = -133401.804098
  nChanged 3
		SP:Iteration 23Q (106322.780000 sec): 3 clusters
  Score: Raw -135700.508048 + Penalty 2295.768787 = -133404.739261
  nChanged 2
		SP:Iteration 24Q (106322.800000 sec): 3 clusters
  Score: Raw -135702.764846 + Penalty 2295.768787 = -133406.996059
  nChanged 3
		SP:Iteration 25Q (106322.820000 sec): 3 clusters
  Score: Raw -135705.701534 + Penalty 2295.768787 = -133409.932746
  nChanged 2
		SP:Iteration 26Q (106322.840000 sec): 3 clusters
  Score: Raw -135706.863316 + Penalty 2295.768787 = -133411.094528
  nChanged 0
		SP:Iteration 27F (106322.860000 sec): 3 clusters
  Score: Raw -135706.863316 + Penalty 2295.768787 = -133411.094528
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 91 (10401 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106323.020000 sec): 2 clusters
  Score: Raw -1205804.261120 + Penalty 1503.069301 = -1204301.191820
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106323.200000 sec): 3 clusters
  Score: Raw -1199907.566083 + Penalty 3006.138601 = -1196901.427482
  nChanged 4537
		SP:Iteration 1F (106323.340000 sec): 3 clusters
  Score: Raw -1202865.717505 + Penalty 3006.138601 = -1199859.578904
  nChanged 961
		SP:Iteration 2F (106323.510000 sec): 3 clusters
  Score: Raw -1203601.177248 + Penalty 3006.138601 = -1200595.038647
  nChanged 824
		SP:Iteration 3F (106323.660000 sec): 3 clusters
  Score: Raw -1204189.056107 + Penalty 3006.138601 = -1201182.917506
  nChanged 706
		SP:Iteration 4F (106323.830000 sec): 3 clusters
  Score: Raw -1204622.199778 + Penalty 3006.138601 = -1201616.061177
  nChanged 488
		SP:Iteration 5Q (106323.990000 sec): 3 clusters
  Score: Raw -1204868.326729 + Penalty 3006.138601 = -1201862.188128
  nChanged 359
		SP:Iteration 6Q (106324.140000 sec): 3 clusters
  Score: Raw -1205018.714094 + Penalty 3006.138601 = -1202012.575492
  nChanged 267
		SP:Iteration 7Q (106324.320000 sec): 3 clusters
  Score: Raw -1205128.185737 + Penalty 3006.138601 = -1202122.047136
  nChanged 223
		SP:Iteration 8Q (106324.480000 sec): 3 clusters
  Score: Raw -1205215.046024 + Penalty 3006.138601 = -1202208.907423
  nChanged 199
		SP:Iteration 9Q (106324.640000 sec): 3 clusters
  Score: Raw -1205284.332982 + Penalty 3006.138601 = -1202278.194381
  nChanged 188
		SP:Iteration 10Q (106324.800000 sec): 3 clusters
  Score: Raw -1205349.306216 + Penalty 3006.138601 = -1202343.167615
  nChanged 184
		SP:Iteration 11Q (106324.950000 sec): 3 clusters
  Score: Raw -1205410.855627 + Penalty 3006.138601 = -1202404.717026
  nChanged 156
		SP:Iteration 12Q (106325.120000 sec): 3 clusters
  Score: Raw -1205461.267189 + Penalty 3006.138601 = -1202455.128588
  nChanged 157
		SP:Iteration 13Q (106325.290000 sec): 3 clusters
  Score: Raw -1205507.654303 + Penalty 3006.138601 = -1202501.515702
  nChanged 128
		SP:Iteration 14Q (106325.450000 sec): 3 clusters
  Score: Raw -1205551.081592 + Penalty 3006.138601 = -1202544.942991
  nChanged 147
		SP:Iteration 15Q (106325.630000 sec): 3 clusters
  Score: Raw -1205600.710718 + Penalty 3006.138601 = -1202594.572117
  nChanged 162
		SP:Iteration 16Q (106325.780000 sec): 3 clusters
  Score: Raw -1205660.230122 + Penalty 3006.138601 = -1202654.091521
  nChanged 166
		SP:Iteration 17Q (106325.930000 sec): 3 clusters
  Score: Raw -1205714.926043 + Penalty 3006.138601 = -1202708.787442
  nChanged 132
		SP:Iteration 18Q (106326.090000 sec): 3 clusters
  Score: Raw -1205766.838380 + Penalty 3006.138601 = -1202760.699779
  nChanged 150
		SP:Iteration 19Q (106326.250000 sec): 3 clusters
  Score: Raw -1205829.168707 + Penalty 3006.138601 = -1202823.030106
  nChanged 144
		SP:Iteration 20F (106326.430000 sec): 3 clusters
  Score: Raw -1205892.029267 + Penalty 3006.138601 = -1202885.890666
  nChanged 151
		SP:Iteration 21Q (106326.570000 sec): 3 clusters
  Score: Raw -1205958.559247 + Penalty 3006.138601 = -1202952.420646
  nChanged 137
		SP:Iteration 22Q (106326.730000 sec): 3 clusters
  Score: Raw -1206015.828269 + Penalty 3006.138601 = -1203009.689668
  nChanged 138
		SP:Iteration 23Q (106326.890000 sec): 3 clusters
  Score: Raw -1206076.761607 + Penalty 3006.138601 = -1203070.623006
  nChanged 132
		SP:Iteration 24Q (106327.040000 sec): 3 clusters
  Score: Raw -1206146.160346 + Penalty 3006.138601 = -1203140.021745
  nChanged 129
		SP:Iteration 25Q (106327.220000 sec): 3 clusters
  Score: Raw -1206214.046216 + Penalty 3006.138601 = -1203207.907615
  nChanged 122
		SP:Iteration 26Q (106327.370000 sec): 3 clusters
  Score: Raw -1206283.863187 + Penalty 3006.138601 = -1203277.724586
  nChanged 118
		SP:Iteration 27Q (106327.530000 sec): 3 clusters
  Score: Raw -1206358.476552 + Penalty 3006.138601 = -1203352.337950
  nChanged 120
		SP:Iteration 28Q (106327.710000 sec): 3 clusters
  Score: Raw -1206461.920609 + Penalty 3006.138601 = -1203455.782008
  nChanged 115
		SP:Iteration 29Q (106327.850000 sec): 3 clusters
  Score: Raw -1206548.755426 + Penalty 3006.138601 = -1203542.616825
  nChanged 102
		SP:Iteration 30Q (106328.010000 sec): 3 clusters
  Score: Raw -1206607.682666 + Penalty 3006.138601 = -1203601.544065
  nChanged 79
		SP:Iteration 31Q (106328.160000 sec): 3 clusters
  Score: Raw -1206646.485283 + Penalty 3006.138601 = -1203640.346682
  nChanged 68
		SP:Iteration 32Q (106328.300000 sec): 3 clusters
  Score: Raw -1206676.158020 + Penalty 3006.138601 = -1203670.019419
  nChanged 59
		SP:Iteration 33Q (106328.470000 sec): 3 clusters
  Score: Raw -1206703.833830 + Penalty 3006.138601 = -1203697.695229
  nChanged 64
		SP:Iteration 34Q (106328.620000 sec): 3 clusters
  Score: Raw -1206736.395926 + Penalty 3006.138601 = -1203730.257325
  nChanged 69
		SP:Iteration 35Q (106328.760000 sec): 3 clusters
  Score: Raw -1206787.644205 + Penalty 3006.138601 = -1203781.505604
  nChanged 76
		SP:Iteration 36Q (106328.930000 sec): 3 clusters
  Score: Raw -1206831.859643 + Penalty 3006.138601 = -1203825.721041
  nChanged 69
		SP:Iteration 37Q (106329.080000 sec): 3 clusters
  Score: Raw -1206884.943458 + Penalty 3006.138601 = -1203878.804857
  nChanged 80
		SP:Iteration 38Q (106329.220000 sec): 3 clusters
  Score: Raw -1206947.485426 + Penalty 3006.138601 = -1203941.346825
  nChanged 61
		SP:Iteration 39Q (106329.390000 sec): 3 clusters
  Score: Raw -1206984.419084 + Penalty 3006.138601 = -1203978.280483
  nChanged 45
		SP:Iteration 40F (106329.550000 sec): 3 clusters
  Score: Raw -1207008.151956 + Penalty 3006.138601 = -1204002.013355
  nChanged 43
		SP:Iteration 41Q (106329.680000 sec): 3 clusters
  Score: Raw -1207025.246400 + Penalty 3006.138601 = -1204019.107799
  nChanged 27
		SP:Iteration 42Q (106329.840000 sec): 3 clusters
  Score: Raw -1207034.931411 + Penalty 3006.138601 = -1204028.792810
  nChanged 20
		SP:Iteration 43Q (106330.010000 sec): 3 clusters
  Score: Raw -1207041.924674 + Penalty 3006.138601 = -1204035.786073
  nChanged 11
		SP:Iteration 44Q (106330.150000 sec): 3 clusters
  Score: Raw -1207045.432204 + Penalty 3006.138601 = -1204039.293603
  nChanged 12
		SP:Iteration 45Q (106330.300000 sec): 3 clusters
  Score: Raw -1207048.624417 + Penalty 3006.138601 = -1204042.485815
  nChanged 9
		SP:Iteration 46Q (106330.470000 sec): 3 clusters
  Score: Raw -1207051.067422 + Penalty 3006.138601 = -1204044.928821
  nChanged 10
		SP:Iteration 47Q (106330.610000 sec): 3 clusters
  Score: Raw -1207053.652377 + Penalty 3006.138601 = -1204047.513776
  nChanged 6
		SP:Iteration 48Q (106330.760000 sec): 3 clusters
  Score: Raw -1207055.787690 + Penalty 3006.138601 = -1204049.649089
  nChanged 5
		SP:Iteration 49Q (106330.940000 sec): 3 clusters
  Score: Raw -1207057.170414 + Penalty 3006.138601 = -1204051.031813
  nChanged 3
		SP:Iteration 50Q (106331.080000 sec): 3 clusters
  Score: Raw -1207057.908120 + Penalty 3006.138601 = -1204051.769519
  nChanged 2
		SP:Iteration 51Q (106331.220000 sec): 3 clusters
  Score: Raw -1207058.336148 + Penalty 3006.138601 = -1204052.197546
  nChanged 0
		SP:Iteration 52F (106331.400000 sec): 3 clusters
  Score: Raw -1207058.336148 + Penalty 3006.138601 = -1204052.197546
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 92 (4488 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106331.490000 sec): 2 clusters
  Score: Raw -524951.997538 + Penalty 1366.488898 = -523585.508640
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106331.600000 sec): 3 clusters
  Score: Raw -522686.766706 + Penalty 2732.977795 = -519953.788911
  nChanged 1752
		SP:Iteration 1F (106331.680000 sec): 3 clusters
  Score: Raw -523673.385755 + Penalty 2732.977795 = -520940.407960
  nChanged 328
		SP:Iteration 2F (106331.760000 sec): 3 clusters
  Score: Raw -523888.577720 + Penalty 2732.977795 = -521155.599925
  nChanged 274
		SP:Iteration 3F (106331.840000 sec): 3 clusters
  Score: Raw -524085.432509 + Penalty 2732.977795 = -521352.454713
  nChanged 230
		SP:Iteration 4F (106331.920000 sec): 3 clusters
  Score: Raw -524249.356013 + Penalty 2732.977795 = -521516.378217
  nChanged 204
		SP:Iteration 5Q (106332.000000 sec): 3 clusters
  Score: Raw -524378.486631 + Penalty 2732.977795 = -521645.508836
  nChanged 177
		SP:Iteration 6Q (106332.080000 sec): 3 clusters
  Score: Raw -524482.999928 + Penalty 2732.977795 = -521750.022133
  nChanged 152
		SP:Iteration 7Q (106332.160000 sec): 3 clusters
  Score: Raw -524561.048983 + Penalty 2732.977795 = -521828.071187
  nChanged 129
		SP:Iteration 8Q (106332.240000 sec): 3 clusters
  Score: Raw -524623.651488 + Penalty 2732.977795 = -521890.673692
  nChanged 103
		SP:Iteration 9Q (106332.320000 sec): 3 clusters
  Score: Raw -524673.209179 + Penalty 2732.977795 = -521940.231383
  nChanged 105
		SP:Iteration 10Q (106332.400000 sec): 3 clusters
  Score: Raw -524714.276503 + Penalty 2732.977795 = -521981.298707
  nChanged 76
		SP:Iteration 11Q (106332.480000 sec): 3 clusters
  Score: Raw -524747.245396 + Penalty 2732.977795 = -522014.267600
  nChanged 73
		SP:Iteration 12Q (106332.560000 sec): 3 clusters
  Score: Raw -524777.601769 + Penalty 2732.977795 = -522044.623973
  nChanged 68
		SP:Iteration 13Q (106332.640000 sec): 3 clusters
  Score: Raw -524798.843734 + Penalty 2732.977795 = -522065.865939
  nChanged 49
		SP:Iteration 14Q (106332.720000 sec): 3 clusters
  Score: Raw -524812.592596 + Penalty 2732.977795 = -522079.614800
  nChanged 27
		SP:Iteration 15Q (106332.800000 sec): 3 clusters
  Score: Raw -524820.061985 + Penalty 2732.977795 = -522087.084189
  nChanged 30
		SP:Iteration 16Q (106332.880000 sec): 3 clusters
  Score: Raw -524828.077798 + Penalty 2732.977795 = -522095.100002
  nChanged 20
		SP:Iteration 17Q (106332.960000 sec): 3 clusters
  Score: Raw -524832.844895 + Penalty 2732.977795 = -522099.867100
  nChanged 22
		SP:Iteration 18Q (106333.040000 sec): 3 clusters
  Score: Raw -524838.342407 + Penalty 2732.977795 = -522105.364612
  nChanged 19
		SP:Iteration 19Q (106333.120000 sec): 3 clusters
  Score: Raw -524843.489517 + Penalty 2732.977795 = -522110.511721
  nChanged 19
		SP:Iteration 20F (106333.200000 sec): 3 clusters
  Score: Raw -524847.988676 + Penalty 2732.977795 = -522115.010881
  nChanged 18
		SP:Iteration 21Q (106333.280000 sec): 3 clusters
  Score: Raw -524852.838874 + Penalty 2732.977795 = -522119.861079
  nChanged 17
		SP:Iteration 22Q (106333.360000 sec): 3 clusters
  Score: Raw -524857.084735 + Penalty 2732.977795 = -522124.106939
  nChanged 15
		SP:Iteration 23Q (106333.440000 sec): 3 clusters
  Score: Raw -524862.500992 + Penalty 2732.977795 = -522129.523197
  nChanged 14
		SP:Iteration 24Q (106333.520000 sec): 3 clusters
  Score: Raw -524865.879342 + Penalty 2732.977795 = -522132.901547
  nChanged 15
		SP:Iteration 25Q (106333.600000 sec): 3 clusters
  Score: Raw -524870.619664 + Penalty 2732.977795 = -522137.641868
  nChanged 19
		SP:Iteration 26Q (106333.680000 sec): 3 clusters
  Score: Raw -524874.956513 + Penalty 2732.977795 = -522141.978717
  nChanged 9
		SP:Iteration 27Q (106333.760000 sec): 3 clusters
  Score: Raw -524877.408686 + Penalty 2732.977795 = -522144.430890
  nChanged 6
		SP:Iteration 28Q (106333.840000 sec): 3 clusters
  Score: Raw -524878.962037 + Penalty 2732.977795 = -522145.984242
  nChanged 11
		SP:Iteration 29Q (106333.920000 sec): 3 clusters
  Score: Raw -524881.365596 + Penalty 2732.977795 = -522148.387800
  nChanged 6
		SP:Iteration 30Q (106334.000000 sec): 3 clusters
  Score: Raw -524882.677904 + Penalty 2732.977795 = -522149.700109
  nChanged 7
		SP:Iteration 31Q (106334.080000 sec): 3 clusters
  Score: Raw -524884.783379 + Penalty 2732.977795 = -522151.805584
  nChanged 6
		SP:Iteration 32Q (106334.160000 sec): 3 clusters
  Score: Raw -524885.965197 + Penalty 2732.977795 = -522152.987402
  nChanged 7
		SP:Iteration 33Q (106334.240000 sec): 3 clusters
  Score: Raw -524887.122343 + Penalty 2732.977795 = -522154.144548
  nChanged 7
		SP:Iteration 34Q (106334.320000 sec): 3 clusters
  Score: Raw -524888.422579 + Penalty 2732.977795 = -522155.444784
  nChanged 7
		SP:Iteration 35Q (106334.400000 sec): 3 clusters
  Score: Raw -524890.327866 + Penalty 2732.977795 = -522157.350071
  nChanged 7
		SP:Iteration 36Q (106334.480000 sec): 3 clusters
  Score: Raw -524892.166216 + Penalty 2732.977795 = -522159.188421
  nChanged 9
		SP:Iteration 37Q (106334.560000 sec): 3 clusters
  Score: Raw -524894.237268 + Penalty 2732.977795 = -522161.259473
  nChanged 10
		SP:Iteration 38Q (106334.640000 sec): 3 clusters
  Score: Raw -524896.937891 + Penalty 2732.977795 = -522163.960096
  nChanged 10
		SP:Iteration 39Q (106334.720000 sec): 3 clusters
  Score: Raw -524899.551870 + Penalty 2732.977795 = -522166.574075
  nChanged 8
		SP:Iteration 40F (106334.800000 sec): 3 clusters
  Score: Raw -524901.820526 + Penalty 2732.977795 = -522168.842731
  nChanged 8
		SP:Iteration 41Q (106334.880000 sec): 3 clusters
  Score: Raw -524903.499873 + Penalty 2732.977795 = -522170.522078
  nChanged 6
		SP:Iteration 42Q (106334.960000 sec): 3 clusters
  Score: Raw -524905.183391 + Penalty 2732.977795 = -522172.205595
  nChanged 7
		SP:Iteration 43Q (106335.040000 sec): 3 clusters
  Score: Raw -524907.113855 + Penalty 2732.977795 = -522174.136059
  nChanged 11
		SP:Iteration 44Q (106335.120000 sec): 3 clusters
  Score: Raw -524909.801913 + Penalty 2732.977795 = -522176.824118
  nChanged 4
		SP:Iteration 45Q (106335.200000 sec): 3 clusters
  Score: Raw -524910.655789 + Penalty 2732.977795 = -522177.677994
  nChanged 4
		SP:Iteration 46Q (106335.280000 sec): 3 clusters
  Score: Raw -524911.505189 + Penalty 2732.977795 = -522178.527393
  nChanged 4
		SP:Iteration 47Q (106335.360000 sec): 3 clusters
  Score: Raw -524912.254962 + Penalty 2732.977795 = -522179.277167
  nChanged 4
		SP:Iteration 48Q (106335.440000 sec): 3 clusters
  Score: Raw -524913.518153 + Penalty 2732.977795 = -522180.540357
  nChanged 7
		SP:Iteration 49Q (106335.520000 sec): 3 clusters
  Score: Raw -524915.899585 + Penalty 2732.977795 = -522182.921789
  nChanged 8
		SP:Iteration 50Q (106335.600000 sec): 3 clusters
  Score: Raw -524917.920320 + Penalty 2732.977795 = -522184.942525
  nChanged 8
		SP:Iteration 51Q (106335.690000 sec): 3 clusters
  Score: Raw -524920.100901 + Penalty 2732.977795 = -522187.123105
  nChanged 5
		SP:Iteration 52Q (106335.770000 sec): 3 clusters
  Score: Raw -524921.651371 + Penalty 2732.977795 = -522188.673575
  nChanged 9
		SP:Iteration 53Q (106335.850000 sec): 3 clusters
  Score: Raw -524923.682150 + Penalty 2732.977795 = -522190.704355
  nChanged 5
		SP:Iteration 54Q (106335.930000 sec): 3 clusters
  Score: Raw -524925.499311 + Penalty 2732.977795 = -522192.521516
  nChanged 7
		SP:Iteration 55Q (106336.010000 sec): 3 clusters
  Score: Raw -524927.857250 + Penalty 2732.977795 = -522194.879455
  nChanged 10
		SP:Iteration 56Q (106336.090000 sec): 3 clusters
  Score: Raw -524930.796061 + Penalty 2732.977795 = -522197.818265
  nChanged 13
		SP:Iteration 57Q (106336.170000 sec): 3 clusters
  Score: Raw -524934.127900 + Penalty 2732.977795 = -522201.150105
  nChanged 15
		SP:Iteration 58Q (106336.250000 sec): 3 clusters
  Score: Raw -524939.173474 + Penalty 2732.977795 = -522206.195679
  nChanged 11
		SP:Iteration 59Q (106336.330000 sec): 3 clusters
  Score: Raw -524942.190294 + Penalty 2732.977795 = -522209.212498
  nChanged 11
		SP:Iteration 60F (106336.410000 sec): 3 clusters
  Score: Raw -524946.024489 + Penalty 2732.977795 = -522213.046694
  nChanged 11
		SP:Iteration 61Q (106336.490000 sec): 3 clusters
  Score: Raw -524949.463535 + Penalty 2732.977795 = -522216.485739
  nChanged 12
		SP:Iteration 62Q (106336.570000 sec): 3 clusters
  Score: Raw -524952.322850 + Penalty 2732.977795 = -522219.345055
  nChanged 9
		SP:Iteration 63Q (106336.650000 sec): 3 clusters
  Score: Raw -524955.740419 + Penalty 2732.977795 = -522222.762623
  nChanged 17
		SP:Iteration 64Q (106336.730000 sec): 3 clusters
  Score: Raw -524960.724741 + Penalty 2732.977795 = -522227.746946
  nChanged 14
		SP:Iteration 65Q (106336.810000 sec): 3 clusters
  Score: Raw -524964.825531 + Penalty 2732.977795 = -522231.847736
  nChanged 14
		SP:Iteration 66Q (106336.890000 sec): 3 clusters
  Score: Raw -524970.795738 + Penalty 2732.977795 = -522237.817942
  nChanged 22
		SP:Iteration 67Q (106336.970000 sec): 3 clusters
  Score: Raw -524977.701548 + Penalty 2732.977795 = -522244.723753
  nChanged 21
		SP:Iteration 68Q (106337.050000 sec): 3 clusters
  Score: Raw -524985.829133 + Penalty 2732.977795 = -522252.851338
  nChanged 20
		SP:Iteration 69Q (106337.130000 sec): 3 clusters
  Score: Raw -524992.286915 + Penalty 2732.977795 = -522259.309120
  nChanged 26
		SP:Iteration 70Q (106337.210000 sec): 3 clusters
  Score: Raw -524999.572462 + Penalty 2732.977795 = -522266.594666
  nChanged 28
		SP:Iteration 71Q (106337.290000 sec): 3 clusters
  Score: Raw -525008.590859 + Penalty 2732.977795 = -522275.613064
  nChanged 26
		SP:Iteration 72Q (106337.370000 sec): 3 clusters
  Score: Raw -525017.907169 + Penalty 2732.977795 = -522284.929373
  nChanged 20
		SP:Iteration 73Q (106337.450000 sec): 3 clusters
  Score: Raw -525023.528978 + Penalty 2732.977795 = -522290.551182
  nChanged 21
		SP:Iteration 74Q (106337.530000 sec): 3 clusters
  Score: Raw -525029.761126 + Penalty 2732.977795 = -522296.783331
  nChanged 20
		SP:Iteration 75Q (106337.610000 sec): 3 clusters
  Score: Raw -525035.358314 + Penalty 2732.977795 = -522302.380519
  nChanged 15
		SP:Iteration 76Q (106337.690000 sec): 3 clusters
  Score: Raw -525040.408755 + Penalty 2732.977795 = -522307.430959
  nChanged 22
		SP:Iteration 77Q (106337.770000 sec): 3 clusters
  Score: Raw -525046.329583 + Penalty 2732.977795 = -522313.351788
  nChanged 16
		SP:Iteration 78Q (106337.850000 sec): 3 clusters
  Score: Raw -525051.154218 + Penalty 2732.977795 = -522318.176422
  nChanged 15
		SP:Iteration 79Q (106337.930000 sec): 3 clusters
  Score: Raw -525056.861577 + Penalty 2732.977795 = -522323.883781
  nChanged 14
		SP:Iteration 80F (106338.010000 sec): 3 clusters
  Score: Raw -525061.633014 + Penalty 2732.977795 = -522328.655219
  nChanged 16
		SP:Iteration 81Q (106338.090000 sec): 3 clusters
  Score: Raw -525067.068531 + Penalty 2732.977795 = -522334.090735
  nChanged 17
		SP:Iteration 82Q (106338.170000 sec): 3 clusters
  Score: Raw -525073.894841 + Penalty 2732.977795 = -522340.917046
  nChanged 16
		SP:Iteration 83Q (106338.250000 sec): 3 clusters
  Score: Raw -525080.422641 + Penalty 2732.977795 = -522347.444845
  nChanged 21
		SP:Iteration 84Q (106338.330000 sec): 3 clusters
  Score: Raw -525087.263197 + Penalty 2732.977795 = -522354.285402
  nChanged 24
		SP:Iteration 85Q (106338.410000 sec): 3 clusters
  Score: Raw -525094.715149 + Penalty 2732.977795 = -522361.737354
  nChanged 24
		SP:Iteration 86Q (106338.490000 sec): 3 clusters
  Score: Raw -525102.182123 + Penalty 2732.977795 = -522369.204328
  nChanged 20
		SP:Iteration 87Q (106338.570000 sec): 3 clusters
  Score: Raw -525108.092295 + Penalty 2732.977795 = -522375.114499
  nChanged 20
		SP:Iteration 88Q (106338.650000 sec): 3 clusters
  Score: Raw -525114.063881 + Penalty 2732.977795 = -522381.086086
  nChanged 16
		SP:Iteration 89Q (106338.730000 sec): 3 clusters
  Score: Raw -525119.277805 + Penalty 2732.977795 = -522386.300010
  nChanged 17
		SP:Iteration 90Q (106338.810000 sec): 3 clusters
  Score: Raw -525126.002461 + Penalty 2732.977795 = -522393.024665
  nChanged 16
		SP:Iteration 91Q (106338.890000 sec): 3 clusters
  Score: Raw -525131.518053 + Penalty 2732.977795 = -522398.540258
  nChanged 19
		SP:Iteration 92Q (106338.970000 sec): 3 clusters
  Score: Raw -525139.390596 + Penalty 2732.977795 = -522406.412800
  nChanged 19
		SP:Iteration 93Q (106339.050000 sec): 3 clusters
  Score: Raw -525147.026965 + Penalty 2732.977795 = -522414.049169
  nChanged 15
		SP:Iteration 94Q (106339.130000 sec): 3 clusters
  Score: Raw -525152.670844 + Penalty 2732.977795 = -522419.693048
  nChanged 22
		SP:Iteration 95Q (106339.210000 sec): 3 clusters
  Score: Raw -525159.966037 + Penalty 2732.977795 = -522426.988242
  nChanged 16
		SP:Iteration 96Q (106339.290000 sec): 3 clusters
  Score: Raw -525165.973982 + Penalty 2732.977795 = -522432.996186
  nChanged 15
		SP:Iteration 97Q (106339.360000 sec): 3 clusters
  Score: Raw -525172.604906 + Penalty 2732.977795 = -522439.627111
  nChanged 9
		SP:Iteration 98Q (106339.440000 sec): 3 clusters
  Score: Raw -525175.904470 + Penalty 2732.977795 = -522442.926675
  nChanged 8
		SP:Iteration 99Q (106339.520000 sec): 3 clusters
  Score: Raw -525179.739927 + Penalty 2732.977795 = -522446.762131
  nChanged 8
		SP:Iteration 100F (106339.600000 sec): 3 clusters
  Score: Raw -525184.288235 + Penalty 2732.977795 = -522451.310440
  nChanged 8
		SP:Iteration 101Q (106339.680000 sec): 3 clusters
  Score: Raw -525187.009088 + Penalty 2732.977795 = -522454.031292
  nChanged 6
		SP:Iteration 102Q (106339.760000 sec): 3 clusters
  Score: Raw -525188.920918 + Penalty 2732.977795 = -522455.943123
  nChanged 9
		SP:Iteration 103Q (106339.840000 sec): 3 clusters
  Score: Raw -525192.029088 + Penalty 2732.977795 = -522459.051292
  nChanged 9
		SP:Iteration 104Q (106339.920000 sec): 3 clusters
  Score: Raw -525194.618669 + Penalty 2732.977795 = -522461.640874
  nChanged 8
		SP:Iteration 105Q (106340.000000 sec): 3 clusters
  Score: Raw -525196.523090 + Penalty 2732.977795 = -522463.545295
  nChanged 9
		SP:Iteration 106Q (106340.080000 sec): 3 clusters
  Score: Raw -525198.321014 + Penalty 2732.977795 = -522465.343219
  nChanged 5
		SP:Iteration 107Q (106340.160000 sec): 3 clusters
  Score: Raw -525199.174129 + Penalty 2732.977795 = -522466.196334
  nChanged 4
		SP:Iteration 108Q (106340.240000 sec): 3 clusters
  Score: Raw -525199.878307 + Penalty 2732.977795 = -522466.900512
  nChanged 2
		SP:Iteration 109Q (106340.320000 sec): 3 clusters
  Score: Raw -525200.433036 + Penalty 2732.977795 = -522467.455241
  nChanged 2
		SP:Iteration 110Q (106340.400000 sec): 3 clusters
  Score: Raw -525200.813482 + Penalty 2732.977795 = -522467.835686
  nChanged 1
		SP:Iteration 111Q (106340.480000 sec): 3 clusters
  Score: Raw -525201.017136 + Penalty 2732.977795 = -522468.039341
  nChanged 0
		SP:Iteration 112F (106340.560000 sec): 3 clusters
  Score: Raw -525201.017136 + Penalty 2732.977795 = -522468.039341
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 93 (7960 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106340.660000 sec): 2 clusters
  Score: Raw -944571.342247 + Penalty 1459.604945 = -943111.737302
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106340.810000 sec): 3 clusters
  Score: Raw -940198.828834 + Penalty 2919.209891 = -937279.618943
  nChanged 3379
		SP:Iteration 1F (106340.940000 sec): 3 clusters
  Score: Raw -942174.078136 + Penalty 2919.209891 = -939254.868245
  nChanged 561
		SP:Iteration 2F (106341.060000 sec): 3 clusters
  Score: Raw -942540.709039 + Penalty 2919.209891 = -939621.499149
  nChanged 529
		SP:Iteration 3F (106341.180000 sec): 3 clusters
  Score: Raw -942905.326190 + Penalty 2919.209891 = -939986.116300
  nChanged 509
		SP:Iteration 4F (106341.310000 sec): 3 clusters
  Score: Raw -943279.616797 + Penalty 2919.209891 = -940360.406906
  nChanged 470
		SP:Iteration 5F (106341.440000 sec): 3 clusters
  Score: Raw -943608.629261 + Penalty 2919.209891 = -940689.419370
  nChanged 394
		SP:Iteration 6Q (106341.560000 sec): 3 clusters
  Score: Raw -943883.746887 + Penalty 2919.209891 = -940964.536996
  nChanged 358
		SP:Iteration 7Q (106341.690000 sec): 3 clusters
  Score: Raw -944122.838324 + Penalty 2919.209891 = -941203.628434
  nChanged 289
		SP:Iteration 8Q (106341.810000 sec): 3 clusters
  Score: Raw -944332.149446 + Penalty 2919.209891 = -941412.939555
  nChanged 270
		SP:Iteration 9Q (106341.940000 sec): 3 clusters
  Score: Raw -944492.424522 + Penalty 2919.209891 = -941573.214631
  nChanged 208
		SP:Iteration 10Q (106342.060000 sec): 3 clusters
  Score: Raw -944599.780334 + Penalty 2919.209891 = -941680.570444
  nChanged 155
		SP:Iteration 11Q (106342.190000 sec): 3 clusters
  Score: Raw -944676.342060 + Penalty 2919.209891 = -941757.132170
  nChanged 138
		SP:Iteration 12Q (106342.310000 sec): 3 clusters
  Score: Raw -944747.181231 + Penalty 2919.209891 = -941827.971341
  nChanged 144
		SP:Iteration 13Q (106342.440000 sec): 3 clusters
  Score: Raw -944804.311590 + Penalty 2919.209891 = -941885.101700
  nChanged 98
		SP:Iteration 14Q (106342.560000 sec): 3 clusters
  Score: Raw -944840.744342 + Penalty 2919.209891 = -941921.534451
  nChanged 85
		SP:Iteration 15Q (106342.680000 sec): 3 clusters
  Score: Raw -944868.756370 + Penalty 2919.209891 = -941949.546479
  nChanged 84
		SP:Iteration 16Q (106342.800000 sec): 3 clusters
  Score: Raw -944896.329702 + Penalty 2919.209891 = -941977.119812
  nChanged 68
		SP:Iteration 17Q (106342.930000 sec): 3 clusters
  Score: Raw -944915.652108 + Penalty 2919.209891 = -941996.442217
  nChanged 45
		SP:Iteration 18Q (106343.050000 sec): 3 clusters
  Score: Raw -944927.508828 + Penalty 2919.209891 = -942008.298937
  nChanged 39
		SP:Iteration 19Q (106343.180000 sec): 3 clusters
  Score: Raw -944937.219658 + Penalty 2919.209891 = -942018.009767
  nChanged 31
		SP:Iteration 20F (106343.300000 sec): 3 clusters
  Score: Raw -944946.290389 + Penalty 2919.209891 = -942027.080499
  nChanged 29
		SP:Iteration 21Q (106343.430000 sec): 3 clusters
  Score: Raw -944954.987009 + Penalty 2919.209891 = -942035.777118
  nChanged 34
		SP:Iteration 22Q (106343.550000 sec): 3 clusters
  Score: Raw -944966.999911 + Penalty 2919.209891 = -942047.790021
  nChanged 40
		SP:Iteration 23Q (106343.680000 sec): 3 clusters
  Score: Raw -944979.876118 + Penalty 2919.209891 = -942060.666228
  nChanged 48
		SP:Iteration 24Q (106343.800000 sec): 3 clusters
  Score: Raw -944991.122799 + Penalty 2919.209891 = -942071.912908
  nChanged 36
		SP:Iteration 25Q (106343.920000 sec): 3 clusters
  Score: Raw -944998.173604 + Penalty 2919.209891 = -942078.963713
  nChanged 33
		SP:Iteration 26Q (106344.050000 sec): 3 clusters
  Score: Raw -945005.347650 + Penalty 2919.209891 = -942086.137759
  nChanged 26
		SP:Iteration 27Q (106344.170000 sec): 3 clusters
  Score: Raw -945009.189018 + Penalty 2919.209891 = -942089.979128
  nChanged 15
		SP:Iteration 28Q (106344.290000 sec): 3 clusters
  Score: Raw -945011.034629 + Penalty 2919.209891 = -942091.824738
  nChanged 9
		SP:Iteration 29Q (106344.410000 sec): 3 clusters
  Score: Raw -945012.542871 + Penalty 2919.209891 = -942093.332981
  nChanged 8
		SP:Iteration 30Q (106344.530000 sec): 3 clusters
  Score: Raw -945013.337469 + Penalty 2919.209891 = -942094.127578
  nChanged 5
		SP:Iteration 31Q (106344.660000 sec): 3 clusters
  Score: Raw -945014.264652 + Penalty 2919.209891 = -942095.054762
  nChanged 5
		SP:Iteration 32Q (106344.780000 sec): 3 clusters
  Score: Raw -945014.681107 + Penalty 2919.209891 = -942095.471216
  nChanged 1
		SP:Iteration 33Q (106344.910000 sec): 3 clusters
  Score: Raw -945014.723181 + Penalty 2919.209891 = -942095.513290
  nChanged 1
		SP:Iteration 34Q (106345.030000 sec): 3 clusters
  Score: Raw -945014.797177 + Penalty 2919.209891 = -942095.587287
  nChanged 1
		SP:Iteration 35Q (106345.150000 sec): 3 clusters
  Score: Raw -945014.901677 + Penalty 2919.209891 = -942095.691786
  nChanged 0
		SP:Iteration 36F (106345.270000 sec): 3 clusters
  Score: Raw -945014.901677 + Penalty 2919.209891 = -942095.691786
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 94 (3190 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106345.350000 sec): 2 clusters
  Score: Raw -356350.830871 + Penalty 1311.013632 = -355039.817239
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106345.420000 sec): 3 clusters
  Score: Raw -354855.925748 + Penalty 2622.027264 = -352233.898484
  nChanged 1214
		SP:Iteration 1F (106345.480000 sec): 3 clusters
  Score: Raw -355512.951241 + Penalty 2622.027264 = -352890.923978
  nChanged 216
		SP:Iteration 2F (106345.530000 sec): 3 clusters
  Score: Raw -355641.927123 + Penalty 2622.027264 = -353019.899860
  nChanged 159
		SP:Iteration 3Q (106345.590000 sec): 3 clusters
  Score: Raw -355749.917772 + Penalty 2622.027264 = -353127.890508
  nChanged 153
		SP:Iteration 4Q (106345.650000 sec): 3 clusters
  Score: Raw -355856.209013 + Penalty 2622.027264 = -353234.181749
  nChanged 125
		SP:Iteration 5Q (106345.710000 sec): 3 clusters
  Score: Raw -355937.232137 + Penalty 2622.027264 = -353315.204873
  nChanged 128
		SP:Iteration 6Q (106345.770000 sec): 3 clusters
  Score: Raw -356026.385567 + Penalty 2622.027264 = -353404.358303
  nChanged 108
		SP:Iteration 7Q (106345.830000 sec): 3 clusters
  Score: Raw -356098.663210 + Penalty 2622.027264 = -353476.635946
  nChanged 109
		SP:Iteration 8Q (106345.880000 sec): 3 clusters
  Score: Raw -356164.850017 + Penalty 2622.027264 = -353542.822753
  nChanged 109
		SP:Iteration 9Q (106345.940000 sec): 3 clusters
  Score: Raw -356261.512638 + Penalty 2622.027264 = -353639.485374
  nChanged 116
		SP:Iteration 10Q (106346.000000 sec): 3 clusters
  Score: Raw -356388.665519 + Penalty 2622.027264 = -353766.638256
  nChanged 115
		SP:Iteration 11Q (106346.050000 sec): 3 clusters
  Score: Raw -356502.096516 + Penalty 2622.027264 = -353880.069253
  nChanged 100
		SP:Iteration 12Q (106346.110000 sec): 3 clusters
  Score: Raw -356603.161841 + Penalty 2622.027264 = -353981.134578
  nChanged 117
		SP:Iteration 13Q (106346.170000 sec): 3 clusters
  Score: Raw -356716.112341 + Penalty 2622.027264 = -354094.085077
  nChanged 98
		SP:Iteration 14Q (106346.230000 sec): 3 clusters
  Score: Raw -356820.808244 + Penalty 2622.027264 = -354198.780980
  nChanged 78
		SP:Iteration 15Q (106346.280000 sec): 3 clusters
  Score: Raw -356898.221510 + Penalty 2622.027264 = -354276.194246
  nChanged 77
		SP:Iteration 16Q (106346.340000 sec): 3 clusters
  Score: Raw -356973.643812 + Penalty 2622.027264 = -354351.616548
  nChanged 73
		SP:Iteration 17Q (106346.400000 sec): 3 clusters
  Score: Raw -357036.652893 + Penalty 2622.027264 = -354414.625629
  nChanged 60
		SP:Iteration 18Q (106346.450000 sec): 3 clusters
  Score: Raw -357073.703946 + Penalty 2622.027264 = -354451.676683
  nChanged 40
		SP:Iteration 19Q (106346.510000 sec): 3 clusters
  Score: Raw -357096.064895 + Penalty 2622.027264 = -354474.037631
  nChanged 26
		SP:Iteration 20F (106346.570000 sec): 3 clusters
  Score: Raw -357108.902848 + Penalty 2622.027264 = -354486.875584
  nChanged 12
		SP:Iteration 21Q (106346.620000 sec): 3 clusters
  Score: Raw -357116.102349 + Penalty 2622.027264 = -354494.075085
  nChanged 12
		SP:Iteration 22Q (106346.680000 sec): 3 clusters
  Score: Raw -357120.987710 + Penalty 2622.027264 = -354498.960446
  nChanged 17
		SP:Iteration 23Q (106346.730000 sec): 3 clusters
  Score: Raw -357128.710621 + Penalty 2622.027264 = -354506.683358
  nChanged 11
		SP:Iteration 24Q (106346.790000 sec): 3 clusters
  Score: Raw -357132.376412 + Penalty 2622.027264 = -354510.349148
  nChanged 14
		SP:Iteration 25Q (106346.850000 sec): 3 clusters
  Score: Raw -357136.293840 + Penalty 2622.027264 = -354514.266576
  nChanged 3
		SP:Iteration 26Q (106346.900000 sec): 3 clusters
  Score: Raw -357137.380382 + Penalty 2622.027264 = -354515.353118
  nChanged 3
		SP:Iteration 27Q (106346.960000 sec): 3 clusters
  Score: Raw -357138.027433 + Penalty 2622.027264 = -354516.000169
  nChanged 2
		SP:Iteration 28Q (106347.010000 sec): 3 clusters
  Score: Raw -357138.657457 + Penalty 2622.027264 = -354516.630193
  nChanged 2
		SP:Iteration 29Q (106347.070000 sec): 3 clusters
  Score: Raw -357139.444714 + Penalty 2622.027264 = -354517.417450
  nChanged 1
		SP:Iteration 30Q (106347.120000 sec): 3 clusters
  Score: Raw -357139.779397 + Penalty 2622.027264 = -354517.752133
  nChanged 1
		SP:Iteration 31Q (106347.180000 sec): 3 clusters
  Score: Raw -357139.894394 + Penalty 2622.027264 = -354517.867130
  nChanged 0
		SP:Iteration 32F (106347.240000 sec): 3 clusters
  Score: Raw -357139.894394 + Penalty 2622.027264 = -354517.867130
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 95 (1595 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106347.300000 sec): 2 clusters
  Score: Raw -181429.328324 + Penalty 1198.377215 = -180230.951109
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106347.330000 sec): 3 clusters
  Score: Raw -180827.881293 + Penalty 2396.754430 = -178431.126863
  nChanged 563
		SP:Iteration 1F (106347.360000 sec): 3 clusters
  Score: Raw -181294.613643 + Penalty 2396.754430 = -178897.859213
  nChanged 149
		SP:Iteration 2F (106347.390000 sec): 3 clusters
  Score: Raw -181546.232271 + Penalty 2396.754430 = -179149.477841
  nChanged 129
		SP:Iteration 3F (106347.420000 sec): 3 clusters
  Score: Raw -181802.091929 + Penalty 2396.754430 = -179405.337499
  nChanged 113
		SP:Iteration 4F (106347.450000 sec): 3 clusters
  Score: Raw -181953.993101 + Penalty 2396.754430 = -179557.238671
  nChanged 77
		SP:Iteration 5Q (106347.480000 sec): 3 clusters
  Score: Raw -182031.770883 + Penalty 2396.754430 = -179635.016453
  nChanged 38
		SP:Iteration 6Q (106347.510000 sec): 3 clusters
  Score: Raw -182063.816102 + Penalty 2396.754430 = -179667.061672
  nChanged 29
		SP:Iteration 7Q (106347.540000 sec): 3 clusters
  Score: Raw -182095.552656 + Penalty 2396.754430 = -179698.798227
  nChanged 24
		SP:Iteration 8Q (106347.570000 sec): 3 clusters
  Score: Raw -182119.225239 + Penalty 2396.754430 = -179722.470809
  nChanged 21
		SP:Iteration 9Q (106347.590000 sec): 3 clusters
  Score: Raw -182143.936486 + Penalty 2396.754430 = -179747.182056
  nChanged 14
		SP:Iteration 10Q (106347.620000 sec): 3 clusters
  Score: Raw -182156.162029 + Penalty 2396.754430 = -179759.407600
  nChanged 12
		SP:Iteration 11Q (106347.650000 sec): 3 clusters
  Score: Raw -182167.037592 + Penalty 2396.754430 = -179770.283162
  nChanged 6
		SP:Iteration 12Q (106347.680000 sec): 3 clusters
  Score: Raw -182170.569270 + Penalty 2396.754430 = -179773.814840
  nChanged 1
		SP:Iteration 13Q (106347.710000 sec): 3 clusters
  Score: Raw -182171.371160 + Penalty 2396.754430 = -179774.616730
  nChanged 2
		SP:Iteration 14Q (106347.740000 sec): 3 clusters
  Score: Raw -182172.316792 + Penalty 2396.754430 = -179775.562362
  nChanged 1
		SP:Iteration 15Q (106347.770000 sec): 3 clusters
  Score: Raw -182173.561917 + Penalty 2396.754430 = -179776.807487
  nChanged 1
		SP:Iteration 16Q (106347.800000 sec): 3 clusters
  Score: Raw -182174.542919 + Penalty 2396.754430 = -179777.788490
  nChanged 1
		SP:Iteration 17Q (106347.830000 sec): 3 clusters
  Score: Raw -182175.343294 + Penalty 2396.754430 = -179778.588864
  nChanged 0
		SP:Iteration 18F (106347.850000 sec): 3 clusters
  Score: Raw -182175.343294 + Penalty 2396.754430 = -179778.588864
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 96 (323 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106347.910000 sec): 2 clusters
  Score: Raw -36976.582172 + Penalty 938.868503 = -36037.713669
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106347.910000 sec): 3 clusters
  Score: Raw -36997.336595 + Penalty 1877.737005 = -35119.599590
  nChanged 59
		SP:Iteration 1F (106347.920000 sec): 3 clusters
  Score: Raw -37102.232611 + Penalty 1877.737005 = -35224.495606
  nChanged 17
		SP:Iteration 2F (106347.930000 sec): 3 clusters
  Score: Raw -37133.211925 + Penalty 1877.737005 = -35255.474920
  nChanged 7
		SP:Iteration 3Q (106347.930000 sec): 3 clusters
  Score: Raw -37151.420636 + Penalty 1877.737005 = -35273.683631
  nChanged 4
		SP:Iteration 4Q (106347.940000 sec): 3 clusters
  Score: Raw -37156.550100 + Penalty 1877.737005 = -35278.813095
  nChanged 3
		SP:Iteration 5Q (106347.950000 sec): 3 clusters
  Score: Raw -37161.314955 + Penalty 1877.737005 = -35283.577950
  nChanged 2
		SP:Iteration 6Q (106347.960000 sec): 3 clusters
  Score: Raw -37163.248365 + Penalty 1877.737005 = -35285.511360
  nChanged 2
		SP:Iteration 7Q (106347.960000 sec): 3 clusters
  Score: Raw -37169.698771 + Penalty 1877.737005 = -35291.961766
  nChanged 1
		SP:Iteration 8Q (106347.970000 sec): 3 clusters
  Score: Raw -37170.883349 + Penalty 1877.737005 = -35293.146344
  nChanged 1
		SP:Iteration 9Q (106347.980000 sec): 3 clusters
  Score: Raw -37172.783740 + Penalty 1877.737005 = -35295.046735
  nChanged 0
		SP:Iteration 10F (106347.990000 sec): 3 clusters
  Score: Raw -37172.783740 + Penalty 1877.737005 = -35295.046735
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 97 (3545 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106348.060000 sec): 2 clusters
  Score: Raw -408228.475283 + Penalty 1328.160184 = -406900.315100
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106348.140000 sec): 3 clusters
  Score: Raw -406466.006894 + Penalty 2656.320368 = -403809.686526
  nChanged 1380
		SP:Iteration 1F (106348.210000 sec): 3 clusters
  Score: Raw -407295.388226 + Penalty 2656.320368 = -404639.067858
  nChanged 326
		SP:Iteration 2F (106348.280000 sec): 3 clusters
  Score: Raw -407612.790904 + Penalty 2656.320368 = -404956.470537
  nChanged 315
		SP:Iteration 3F (106348.350000 sec): 3 clusters
  Score: Raw -407955.704128 + Penalty 2656.320368 = -405299.383760
  nChanged 274
		SP:Iteration 4F (106348.420000 sec): 3 clusters
  Score: Raw -408262.989400 + Penalty 2656.320368 = -405606.669032
  nChanged 240
		SP:Iteration 5F (106348.490000 sec): 3 clusters
  Score: Raw -408495.089581 + Penalty 2656.320368 = -405838.769213
  nChanged 179
		SP:Iteration 6F (106348.550000 sec): 3 clusters
  Score: Raw -408655.049006 + Penalty 2656.320368 = -405998.728639
  nChanged 150
		SP:Iteration 7Q (106348.620000 sec): 3 clusters
  Score: Raw -408791.512134 + Penalty 2656.320368 = -406135.191766
  nChanged 121
		SP:Iteration 8Q (106348.690000 sec): 3 clusters
  Score: Raw -408879.871800 + Penalty 2656.320368 = -406223.551432
  nChanged 88
		SP:Iteration 9Q (106348.750000 sec): 3 clusters
  Score: Raw -408937.661199 + Penalty 2656.320368 = -406281.340832
  nChanged 61
		SP:Iteration 10Q (106348.820000 sec): 3 clusters
  Score: Raw -408967.620350 + Penalty 2656.320368 = -406311.299982
  nChanged 47
		SP:Iteration 11Q (106348.890000 sec): 3 clusters
  Score: Raw -408987.414438 + Penalty 2656.320368 = -406331.094070
  nChanged 42
		SP:Iteration 12Q (106348.950000 sec): 3 clusters
  Score: Raw -409008.299667 + Penalty 2656.320368 = -406351.979299
  nChanged 47
		SP:Iteration 13Q (106349.020000 sec): 3 clusters
  Score: Raw -409029.652261 + Penalty 2656.320368 = -406373.331894
  nChanged 32
		SP:Iteration 14Q (106349.080000 sec): 3 clusters
  Score: Raw -409043.972726 + Penalty 2656.320368 = -406387.652358
  nChanged 28
		SP:Iteration 15Q (106349.150000 sec): 3 clusters
  Score: Raw -409052.084026 + Penalty 2656.320368 = -406395.763658
  nChanged 15
		SP:Iteration 16Q (106349.220000 sec): 3 clusters
  Score: Raw -409059.975343 + Penalty 2656.320368 = -406403.654975
  nChanged 21
		SP:Iteration 17Q (106349.280000 sec): 3 clusters
  Score: Raw -409068.351879 + Penalty 2656.320368 = -406412.031512
  nChanged 24
		SP:Iteration 18Q (106349.350000 sec): 3 clusters
  Score: Raw -409077.027342 + Penalty 2656.320368 = -406420.706975
  nChanged 25
		SP:Iteration 19Q (106349.420000 sec): 3 clusters
  Score: Raw -409086.465326 + Penalty 2656.320368 = -406430.144958
  nChanged 25
		SP:Iteration 20F (106349.490000 sec): 3 clusters
  Score: Raw -409095.270986 + Penalty 2656.320368 = -406438.950619
  nChanged 16
		SP:Iteration 21Q (106349.550000 sec): 3 clusters
  Score: Raw -409102.207796 + Penalty 2656.320368 = -406445.887428
  nChanged 25
		SP:Iteration 22Q (106349.610000 sec): 3 clusters
  Score: Raw -409113.144431 + Penalty 2656.320368 = -406456.824064
  nChanged 26
		SP:Iteration 23Q (106349.680000 sec): 3 clusters
  Score: Raw -409122.464412 + Penalty 2656.320368 = -406466.144044
  nChanged 27
		SP:Iteration 24Q (106349.750000 sec): 3 clusters
  Score: Raw -409131.270693 + Penalty 2656.320368 = -406474.950325
  nChanged 30
		SP:Iteration 25Q (106349.810000 sec): 3 clusters
  Score: Raw -409142.140821 + Penalty 2656.320368 = -406485.820453
  nChanged 26
		SP:Iteration 26Q (106349.880000 sec): 3 clusters
  Score: Raw -409151.933457 + Penalty 2656.320368 = -406495.613089
  nChanged 33
		SP:Iteration 27Q (106349.950000 sec): 3 clusters
  Score: Raw -409167.253394 + Penalty 2656.320368 = -406510.933027
  nChanged 36
		SP:Iteration 28Q (106350.010000 sec): 3 clusters
  Score: Raw -409187.623724 + Penalty 2656.320368 = -406531.303357
  nChanged 40
		SP:Iteration 29Q (106350.080000 sec): 3 clusters
  Score: Raw -409208.179471 + Penalty 2656.320368 = -406551.859103
  nChanged 37
		SP:Iteration 30Q (106350.140000 sec): 3 clusters
  Score: Raw -409231.715799 + Penalty 2656.320368 = -406575.395431
  nChanged 52
		SP:Iteration 31Q (106350.210000 sec): 3 clusters
  Score: Raw -409266.972886 + Penalty 2656.320368 = -406610.652518
  nChanged 54
		SP:Iteration 32Q (106350.270000 sec): 3 clusters
  Score: Raw -409298.691496 + Penalty 2656.320368 = -406642.371128
  nChanged 36
		SP:Iteration 33Q (106350.340000 sec): 3 clusters
  Score: Raw -409318.062591 + Penalty 2656.320368 = -406661.742223
  nChanged 37
		SP:Iteration 34Q (106350.400000 sec): 3 clusters
  Score: Raw -409336.859751 + Penalty 2656.320368 = -406680.539384
  nChanged 30
		SP:Iteration 35Q (106350.470000 sec): 3 clusters
  Score: Raw -409351.897961 + Penalty 2656.320368 = -406695.577594
  nChanged 32
		SP:Iteration 36Q (106350.530000 sec): 3 clusters
  Score: Raw -409368.996143 + Penalty 2656.320368 = -406712.675776
  nChanged 29
		SP:Iteration 37Q (106350.600000 sec): 3 clusters
  Score: Raw -409383.838461 + Penalty 2656.320368 = -406727.518093
  nChanged 34
		SP:Iteration 38Q (106350.660000 sec): 3 clusters
  Score: Raw -409403.819725 + Penalty 2656.320368 = -406747.499357
  nChanged 32
		SP:Iteration 39Q (106350.730000 sec): 3 clusters
  Score: Raw -409423.713089 + Penalty 2656.320368 = -406767.392721
  nChanged 26
		SP:Iteration 40F (106350.800000 sec): 3 clusters
  Score: Raw -409441.677578 + Penalty 2656.320368 = -406785.357211
  nChanged 26
		SP:Iteration 41Q (106350.860000 sec): 3 clusters
  Score: Raw -409460.385083 + Penalty 2656.320368 = -406804.064715
  nChanged 29
		SP:Iteration 42Q (106350.930000 sec): 3 clusters
  Score: Raw -409479.720978 + Penalty 2656.320368 = -406823.400611
  nChanged 26
		SP:Iteration 43Q (106350.990000 sec): 3 clusters
  Score: Raw -409495.591422 + Penalty 2656.320368 = -406839.271054
  nChanged 25
		SP:Iteration 44Q (106351.060000 sec): 3 clusters
  Score: Raw -409512.448258 + Penalty 2656.320368 = -406856.127890
  nChanged 30
		SP:Iteration 45Q (106351.120000 sec): 3 clusters
  Score: Raw -409544.420322 + Penalty 2656.320368 = -406888.099955
  nChanged 38
		SP:Iteration 46Q (106351.190000 sec): 3 clusters
  Score: Raw -409569.340291 + Penalty 2656.320368 = -406913.019924
  nChanged 22
		SP:Iteration 47Q (106351.250000 sec): 3 clusters
  Score: Raw -409584.190927 + Penalty 2656.320368 = -406927.870559
  nChanged 16
		SP:Iteration 48Q (106351.310000 sec): 3 clusters
  Score: Raw -409591.704830 + Penalty 2656.320368 = -406935.384463
  nChanged 15
		SP:Iteration 49Q (106351.380000 sec): 3 clusters
  Score: Raw -409597.322312 + Penalty 2656.320368 = -406941.001945
  nChanged 16
		SP:Iteration 50Q (106351.450000 sec): 3 clusters
  Score: Raw -409605.390993 + Penalty 2656.320368 = -406949.070626
  nChanged 10
		SP:Iteration 51Q (106351.510000 sec): 3 clusters
  Score: Raw -409609.010323 + Penalty 2656.320368 = -406952.689955
  nChanged 6
		SP:Iteration 52Q (106351.570000 sec): 3 clusters
  Score: Raw -409610.951761 + Penalty 2656.320368 = -406954.631394
  nChanged 3
		SP:Iteration 53Q (106351.640000 sec): 3 clusters
  Score: Raw -409611.454295 + Penalty 2656.320368 = -406955.133927
  nChanged 1
		SP:Iteration 54Q (106351.700000 sec): 3 clusters
  Score: Raw -409611.781576 + Penalty 2656.320368 = -406955.461208
  nChanged 3
		SP:Iteration 55Q (106351.770000 sec): 3 clusters
  Score: Raw -409612.336838 + Penalty 2656.320368 = -406956.016471
  nChanged 4
		SP:Iteration 56Q (106351.830000 sec): 3 clusters
  Score: Raw -409613.070715 + Penalty 2656.320368 = -406956.750348
  nChanged 1
		SP:Iteration 57Q (106351.890000 sec): 3 clusters
  Score: Raw -409613.338747 + Penalty 2656.320368 = -406957.018380
  nChanged 1
		SP:Iteration 58Q (106351.960000 sec): 3 clusters
  Score: Raw -409613.921540 + Penalty 2656.320368 = -406957.601173
  nChanged 1
		SP:Iteration 59Q (106352.030000 sec): 3 clusters
  Score: Raw -409614.402738 + Penalty 2656.320368 = -406958.082371
  nChanged 2
		SP:Iteration 60F (106352.090000 sec): 3 clusters
  Score: Raw -409614.765711 + Penalty 2656.320368 = -406958.445344
  nChanged 2
		SP:Iteration 61Q (106352.160000 sec): 3 clusters
  Score: Raw -409615.196350 + Penalty 2656.320368 = -406958.875983
  nChanged 2
		SP:Iteration 62Q (106352.220000 sec): 3 clusters
  Score: Raw -409615.634741 + Penalty 2656.320368 = -406959.314373
  nChanged 2
		SP:Iteration 63Q (106352.290000 sec): 3 clusters
  Score: Raw -409616.180833 + Penalty 2656.320368 = -406959.860465
  nChanged 2
		SP:Iteration 64Q (106352.350000 sec): 3 clusters
  Score: Raw -409616.724819 + Penalty 2656.320368 = -406960.404451
  nChanged 0
		SP:Iteration 65F (106352.420000 sec): 3 clusters
  Score: Raw -409616.724819 + Penalty 2656.320368 = -406960.404451
  nChanged 0
  Score: Raw -119178914.631480 + Penalty 274544.754863 = -118904369.876618

Splitting cluster 97 changes total score from -118905231.993925 to -118904369.876618

 So it's not getting split.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 98 (10969 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106719.570000 sec): 2 clusters
  Score: Raw -1266268.800901 + Penalty 1511.709614 = -1264757.091287
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106719.730000 sec): 3 clusters
  Score: Raw -1259980.054052 + Penalty 3023.419227 = -1256956.634825
  nChanged 4807
		SP:Iteration 1F (106719.880000 sec): 3 clusters
  Score: Raw -1263032.789611 + Penalty 3023.419227 = -1260009.370384
  nChanged 885
		SP:Iteration 2F (106720.040000 sec): 3 clusters
  Score: Raw -1263698.575309 + Penalty 3023.419227 = -1260675.156081
  nChanged 854
		SP:Iteration 3F (106720.190000 sec): 3 clusters
  Score: Raw -1264324.392511 + Penalty 3023.419227 = -1261300.973284
  nChanged 708
		SP:Iteration 4F (106720.370000 sec): 3 clusters
  Score: Raw -1264799.884653 + Penalty 3023.419227 = -1261776.465426
  nChanged 557
		SP:Iteration 5F (106720.520000 sec): 3 clusters
  Score: Raw -1265129.486453 + Penalty 3023.419227 = -1262106.067226
  nChanged 434
		SP:Iteration 6Q (106720.680000 sec): 3 clusters
  Score: Raw -1265367.430263 + Penalty 3023.419227 = -1262344.011036
  nChanged 363
		SP:Iteration 7Q (106720.860000 sec): 3 clusters
  Score: Raw -1265575.306132 + Penalty 3023.419227 = -1262551.886904
  nChanged 303
		SP:Iteration 8Q (106721.010000 sec): 3 clusters
  Score: Raw -1265751.705183 + Penalty 3023.419227 = -1262728.285955
  nChanged 274
		SP:Iteration 9Q (106721.170000 sec): 3 clusters
  Score: Raw -1265896.509914 + Penalty 3023.419227 = -1262873.090687
  nChanged 242
		SP:Iteration 10Q (106721.310000 sec): 3 clusters
  Score: Raw -1266034.064667 + Penalty 3023.419227 = -1263010.645439
  nChanged 216
		SP:Iteration 11Q (106721.460000 sec): 3 clusters
  Score: Raw -1266145.997478 + Penalty 3023.419227 = -1263122.578251
  nChanged 182
		SP:Iteration 12Q (106721.640000 sec): 3 clusters
  Score: Raw -1266241.805564 + Penalty 3023.419227 = -1263218.386337
  nChanged 158
		SP:Iteration 13Q (106721.780000 sec): 3 clusters
  Score: Raw -1266325.726547 + Penalty 3023.419227 = -1263302.307320
  nChanged 131
		SP:Iteration 14Q (106721.930000 sec): 3 clusters
  Score: Raw -1266385.208678 + Penalty 3023.419227 = -1263361.789451
  nChanged 89
		SP:Iteration 15Q (106722.080000 sec): 3 clusters
  Score: Raw -1266424.589116 + Penalty 3023.419227 = -1263401.169888
  nChanged 79
		SP:Iteration 16Q (106722.220000 sec): 3 clusters
  Score: Raw -1266461.462662 + Penalty 3023.419227 = -1263438.043435
  nChanged 75
		SP:Iteration 17Q (106722.390000 sec): 3 clusters
  Score: Raw -1266495.118823 + Penalty 3023.419227 = -1263471.699595
  nChanged 68
		SP:Iteration 18Q (106722.540000 sec): 3 clusters
  Score: Raw -1266522.014300 + Penalty 3023.419227 = -1263498.595073
  nChanged 74
		SP:Iteration 19Q (106722.680000 sec): 3 clusters
  Score: Raw -1266553.184064 + Penalty 3023.419227 = -1263529.764837
  nChanged 72
		SP:Iteration 20F (106722.860000 sec): 3 clusters
  Score: Raw -1266579.426964 + Penalty 3023.419227 = -1263556.007737
  nChanged 62
		SP:Iteration 21Q (106723.010000 sec): 3 clusters
  Score: Raw -1266606.155403 + Penalty 3023.419227 = -1263582.736176
  nChanged 62
		SP:Iteration 22Q (106723.150000 sec): 3 clusters
  Score: Raw -1266635.347660 + Penalty 3023.419227 = -1263611.928433
  nChanged 59
		SP:Iteration 23Q (106723.320000 sec): 3 clusters
  Score: Raw -1266659.343150 + Penalty 3023.419227 = -1263635.923923
  nChanged 55
		SP:Iteration 24Q (106723.460000 sec): 3 clusters
  Score: Raw -1266691.460681 + Penalty 3023.419227 = -1263668.041454
  nChanged 51
		SP:Iteration 25Q (106723.600000 sec): 3 clusters
  Score: Raw -1266722.298781 + Penalty 3023.419227 = -1263698.879553
  nChanged 50
		SP:Iteration 26Q (106723.780000 sec): 3 clusters
  Score: Raw -1266748.750446 + Penalty 3023.419227 = -1263725.331218
  nChanged 46
		SP:Iteration 27Q (106723.920000 sec): 3 clusters
  Score: Raw -1266772.344850 + Penalty 3023.419227 = -1263748.925622
  nChanged 41
		SP:Iteration 28Q (106724.060000 sec): 3 clusters
  Score: Raw -1266789.032471 + Penalty 3023.419227 = -1263765.613244
  nChanged 30
		SP:Iteration 29Q (106724.230000 sec): 3 clusters
  Score: Raw -1266804.483059 + Penalty 3023.419227 = -1263781.063832
  nChanged 39
		SP:Iteration 30Q (106724.370000 sec): 3 clusters
  Score: Raw -1266825.167401 + Penalty 3023.419227 = -1263801.748174
  nChanged 31
		SP:Iteration 31Q (106724.510000 sec): 3 clusters
  Score: Raw -1266844.594507 + Penalty 3023.419227 = -1263821.175280
  nChanged 27
		SP:Iteration 32Q (106724.680000 sec): 3 clusters
  Score: Raw -1266859.887983 + Penalty 3023.419227 = -1263836.468756
  nChanged 19
		SP:Iteration 33Q (106724.830000 sec): 3 clusters
  Score: Raw -1266867.144500 + Penalty 3023.419227 = -1263843.725273
  nChanged 9
		SP:Iteration 34Q (106724.970000 sec): 3 clusters
  Score: Raw -1266873.210527 + Penalty 3023.419227 = -1263849.791299
  nChanged 18
		SP:Iteration 35Q (106725.140000 sec): 3 clusters
  Score: Raw -1266883.843733 + Penalty 3023.419227 = -1263860.424506
  nChanged 21
		SP:Iteration 36Q (106725.280000 sec): 3 clusters
  Score: Raw -1266894.654230 + Penalty 3023.419227 = -1263871.235003
  nChanged 23
		SP:Iteration 37Q (106725.420000 sec): 3 clusters
  Score: Raw -1266907.885915 + Penalty 3023.419227 = -1263884.466688
  nChanged 12
		SP:Iteration 38Q (106725.590000 sec): 3 clusters
  Score: Raw -1266913.639622 + Penalty 3023.419227 = -1263890.220395
  nChanged 10
		SP:Iteration 39Q (106725.740000 sec): 3 clusters
  Score: Raw -1266919.157874 + Penalty 3023.419227 = -1263895.738646
  nChanged 8
		SP:Iteration 40F (106725.880000 sec): 3 clusters
  Score: Raw -1266922.619080 + Penalty 3023.419227 = -1263899.199852
  nChanged 2
		SP:Iteration 41Q (106726.060000 sec): 3 clusters
  Score: Raw -1266923.525705 + Penalty 3023.419227 = -1263900.106478
  nChanged 2
		SP:Iteration 42Q (106726.200000 sec): 3 clusters
  Score: Raw -1266925.245668 + Penalty 3023.419227 = -1263901.826441
  nChanged 8
		SP:Iteration 43Q (106726.340000 sec): 3 clusters
  Score: Raw -1266927.796754 + Penalty 3023.419227 = -1263904.377526
  nChanged 2
		SP:Iteration 44Q (106726.510000 sec): 3 clusters
  Score: Raw -1266928.315940 + Penalty 3023.419227 = -1263904.896712
  nChanged 2
		SP:Iteration 45Q (106726.650000 sec): 3 clusters
  Score: Raw -1266929.985554 + Penalty 3023.419227 = -1263906.566327
  nChanged 6
		SP:Iteration 46Q (106726.800000 sec): 3 clusters
  Score: Raw -1266933.732877 + Penalty 3023.419227 = -1263910.313650
  nChanged 3
		SP:Iteration 47Q (106726.970000 sec): 3 clusters
  Score: Raw -1266934.340628 + Penalty 3023.419227 = -1263910.921400
  nChanged 2
		SP:Iteration 48Q (106727.100000 sec): 3 clusters
  Score: Raw -1266935.744526 + Penalty 3023.419227 = -1263912.325299
  nChanged 6
		SP:Iteration 49Q (106727.240000 sec): 3 clusters
  Score: Raw -1266942.843911 + Penalty 3023.419227 = -1263919.424684
  nChanged 10
		SP:Iteration 50Q (106727.410000 sec): 3 clusters
  Score: Raw -1266949.248552 + Penalty 3023.419227 = -1263925.829325
  nChanged 13
		SP:Iteration 51Q (106727.550000 sec): 3 clusters
  Score: Raw -1266956.456833 + Penalty 3023.419227 = -1263933.037606
  nChanged 10
		SP:Iteration 52Q (106727.700000 sec): 3 clusters
  Score: Raw -1266960.678382 + Penalty 3023.419227 = -1263937.259155
  nChanged 9
		SP:Iteration 53Q (106727.870000 sec): 3 clusters
  Score: Raw -1266964.548140 + Penalty 3023.419227 = -1263941.128913
  nChanged 13
		SP:Iteration 54Q (106728.000000 sec): 3 clusters
  Score: Raw -1266970.705085 + Penalty 3023.419227 = -1263947.285858
  nChanged 10
		SP:Iteration 55Q (106728.140000 sec): 3 clusters
  Score: Raw -1266975.233820 + Penalty 3023.419227 = -1263951.814593
  nChanged 11
		SP:Iteration 56Q (106728.310000 sec): 3 clusters
  Score: Raw -1266981.609425 + Penalty 3023.419227 = -1263958.190198
  nChanged 8
		SP:Iteration 57Q (106728.440000 sec): 3 clusters
  Score: Raw -1266985.385804 + Penalty 3023.419227 = -1263961.966577
  nChanged 8
		SP:Iteration 58Q (106728.590000 sec): 3 clusters
  Score: Raw -1266989.810776 + Penalty 3023.419227 = -1263966.391548
  nChanged 5
		SP:Iteration 59Q (106728.760000 sec): 3 clusters
  Score: Raw -1266991.654817 + Penalty 3023.419227 = -1263968.235590
  nChanged 2
		SP:Iteration 60F (106728.910000 sec): 3 clusters
  Score: Raw -1266992.227542 + Penalty 3023.419227 = -1263968.808315
  nChanged 2
		SP:Iteration 61Q (106729.060000 sec): 3 clusters
  Score: Raw -1266992.849074 + Penalty 3023.419227 = -1263969.429846
  nChanged 2
		SP:Iteration 62Q (106729.230000 sec): 3 clusters
  Score: Raw -1266993.437582 + Penalty 3023.419227 = -1263970.018355
  nChanged 1
		SP:Iteration 63Q (106729.370000 sec): 3 clusters
  Score: Raw -1266993.925634 + Penalty 3023.419227 = -1263970.506407
  nChanged 0
		SP:Iteration 64F (106729.530000 sec): 3 clusters
  Score: Raw -1266993.925634 + Penalty 3023.419227 = -1263970.506407
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 99 (1205 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106729.610000 sec): 2 clusters
  Score: Raw -139124.033777 + Penalty 1152.813162 = -137971.220615
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106729.630000 sec): 3 clusters
  Score: Raw -138687.979662 + Penalty 2305.626325 = -136382.353337
  nChanged 427
		SP:Iteration 1F (106729.660000 sec): 3 clusters
  Score: Raw -139001.405244 + Penalty 2305.626325 = -136695.778919
  nChanged 94
		SP:Iteration 2F (106729.680000 sec): 3 clusters
  Score: Raw -139095.774629 + Penalty 2305.626325 = -136790.148304
  nChanged 59
		SP:Iteration 3Q (106729.700000 sec): 3 clusters
  Score: Raw -139153.154523 + Penalty 2305.626325 = -136847.528198
  nChanged 42
		SP:Iteration 4Q (106729.720000 sec): 3 clusters
  Score: Raw -139195.221113 + Penalty 2305.626325 = -136889.594788
  nChanged 38
		SP:Iteration 5Q (106729.750000 sec): 3 clusters
  Score: Raw -139225.260437 + Penalty 2305.626325 = -136919.634112
  nChanged 30
		SP:Iteration 6Q (106729.770000 sec): 3 clusters
  Score: Raw -139253.855967 + Penalty 2305.626325 = -136948.229642
  nChanged 21
		SP:Iteration 7Q (106729.800000 sec): 3 clusters
  Score: Raw -139272.979691 + Penalty 2305.626325 = -136967.353366
  nChanged 13
		SP:Iteration 8Q (106729.820000 sec): 3 clusters
  Score: Raw -139280.219818 + Penalty 2305.626325 = -136974.593494
  nChanged 8
		SP:Iteration 9Q (106729.840000 sec): 3 clusters
  Score: Raw -139285.773918 + Penalty 2305.626325 = -136980.147593
  nChanged 8
		SP:Iteration 10Q (106729.860000 sec): 3 clusters
  Score: Raw -139292.933203 + Penalty 2305.626325 = -136987.306878
  nChanged 3
		SP:Iteration 11Q (106729.890000 sec): 3 clusters
  Score: Raw -139295.331298 + Penalty 2305.626325 = -136989.704973
  nChanged 3
		SP:Iteration 12Q (106729.910000 sec): 3 clusters
  Score: Raw -139297.304389 + Penalty 2305.626325 = -136991.678064
  nChanged 2
		SP:Iteration 13Q (106729.940000 sec): 3 clusters
  Score: Raw -139297.928664 + Penalty 2305.626325 = -136992.302339
  nChanged 3
		SP:Iteration 14Q (106729.960000 sec): 3 clusters
  Score: Raw -139299.533698 + Penalty 2305.626325 = -136993.907373
  nChanged 1
		SP:Iteration 15Q (106729.980000 sec): 3 clusters
  Score: Raw -139300.588619 + Penalty 2305.626325 = -136994.962294
  nChanged 1
		SP:Iteration 16Q (106730.000000 sec): 3 clusters
  Score: Raw -139300.879072 + Penalty 2305.626325 = -136995.252747
  nChanged 1
		SP:Iteration 17Q (106730.020000 sec): 3 clusters
  Score: Raw -139301.441903 + Penalty 2305.626325 = -136995.815578
  nChanged 2
		SP:Iteration 18Q (106730.050000 sec): 3 clusters
  Score: Raw -139302.568661 + Penalty 2305.626325 = -136996.942336
  nChanged 1
		SP:Iteration 19Q (106730.070000 sec): 3 clusters
  Score: Raw -139302.919665 + Penalty 2305.626325 = -136997.293340
  nChanged 1
		SP:Iteration 20F (106730.100000 sec): 3 clusters
  Score: Raw -139303.133527 + Penalty 2305.626325 = -136997.507202
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 100 (83393 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106730.770000 sec): 2 clusters
  Score: Raw -10398270.760689 + Penalty 1841.339443 = -10396429.421245
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106731.520000 sec): 3 clusters
  Score: Raw -10344293.676379 + Penalty 3682.678887 = -10340610.997492
  nChanged 39727
		SP:Iteration 1F (106732.270000 sec): 3 clusters
  Score: Raw -10367617.543350 + Penalty 3682.678887 = -10363934.864463
  nChanged 3586
		SP:Iteration 2Q (106732.980000 sec): 3 clusters
  Score: Raw -10368898.487691 + Penalty 3682.678887 = -10365215.808804
  nChanged 3996
		SP:Iteration 3Q (106733.730000 sec): 3 clusters
  Score: Raw -10370582.300953 + Penalty 3682.678887 = -10366899.622066
  nChanged 4529
		SP:Iteration 4F (106734.480000 sec): 3 clusters
  Score: Raw -10372861.447529 + Penalty 3682.678887 = -10369178.768642
  nChanged 4815
		SP:Iteration 5F (106735.200000 sec): 3 clusters
  Score: Raw -10375545.625321 + Penalty 3682.678887 = -10371862.946434
  nChanged 4990
		SP:Iteration 6F (106735.950000 sec): 3 clusters
  Score: Raw -10378631.560164 + Penalty 3682.678887 = -10374948.881278
  nChanged 4858
		SP:Iteration 7F (106736.660000 sec): 3 clusters
  Score: Raw -10382004.710029 + Penalty 3682.678887 = -10378322.031142
  nChanged 4734
		SP:Iteration 8F (106737.420000 sec): 3 clusters
  Score: Raw -10385467.228412 + Penalty 3682.678887 = -10381784.549525
  nChanged 4450
		SP:Iteration 9F (106738.180000 sec): 3 clusters
  Score: Raw -10388495.408827 + Penalty 3682.678887 = -10384812.729940
  nChanged 3965
		SP:Iteration 10Q (106738.870000 sec): 3 clusters
  Score: Raw -10390821.731295 + Penalty 3682.678887 = -10387139.052408
  nChanged 3460
		SP:Iteration 11Q (106739.590000 sec): 3 clusters
  Score: Raw -10392624.691193 + Penalty 3682.678887 = -10388942.012306
  nChanged 3103
		SP:Iteration 12Q (106740.290000 sec): 3 clusters
  Score: Raw -10394115.966043 + Penalty 3682.678887 = -10390433.287156
  nChanged 2719
		SP:Iteration 13Q (106741.010000 sec): 3 clusters
  Score: Raw -10395308.609868 + Penalty 3682.678887 = -10391625.930981
  nChanged 2315
		SP:Iteration 14Q (106741.720000 sec): 3 clusters
  Score: Raw -10396238.692154 + Penalty 3682.678887 = -10392556.013267
  nChanged 1952
		SP:Iteration 15Q (106742.410000 sec): 3 clusters
  Score: Raw -10396972.830217 + Penalty 3682.678887 = -10393290.151330
  nChanged 1608
		SP:Iteration 16Q (106743.090000 sec): 3 clusters
  Score: Raw -10397538.281984 + Penalty 3682.678887 = -10393855.603097
  nChanged 1267
		SP:Iteration 17Q (106743.740000 sec): 3 clusters
  Score: Raw -10397943.727661 + Penalty 3682.678887 = -10394261.048774
  nChanged 961
		SP:Iteration 18Q (106744.410000 sec): 3 clusters
  Score: Raw -10398231.897053 + Penalty 3682.678887 = -10394549.218167
  nChanged 808
		SP:Iteration 19Q (106745.110000 sec): 3 clusters
  Score: Raw -10398471.362228 + Penalty 3682.678887 = -10394788.683341
  nChanged 589
		SP:Iteration 20F (106745.840000 sec): 3 clusters
  Score: Raw -10398626.146497 + Penalty 3682.678887 = -10394943.467610
  nChanged 452
		SP:Iteration 21Q (106746.510000 sec): 3 clusters
  Score: Raw -10398740.747507 + Penalty 3682.678887 = -10395058.068620
  nChanged 361
		SP:Iteration 22Q (106747.190000 sec): 3 clusters
  Score: Raw -10398828.699440 + Penalty 3682.678887 = -10395146.020553
  nChanged 292
		SP:Iteration 23Q (106747.850000 sec): 3 clusters
  Score: Raw -10398895.424205 + Penalty 3682.678887 = -10395212.745318
  nChanged 240
		SP:Iteration 24Q (106748.510000 sec): 3 clusters
  Score: Raw -10398946.303041 + Penalty 3682.678887 = -10395263.624154
  nChanged 206
		SP:Iteration 25Q (106749.160000 sec): 3 clusters
  Score: Raw -10398988.160389 + Penalty 3682.678887 = -10395305.481502
  nChanged 176
		SP:Iteration 26Q (106749.790000 sec): 3 clusters
  Score: Raw -10399025.719583 + Penalty 3682.678887 = -10395343.040696
  nChanged 137
		SP:Iteration 27Q (106750.460000 sec): 3 clusters
  Score: Raw -10399052.798515 + Penalty 3682.678887 = -10395370.119629
  nChanged 114
		SP:Iteration 28Q (106751.090000 sec): 3 clusters
  Score: Raw -10399072.737896 + Penalty 3682.678887 = -10395390.059009
  nChanged 95
		SP:Iteration 29Q (106751.730000 sec): 3 clusters
  Score: Raw -10399088.716928 + Penalty 3682.678887 = -10395406.038041
  nChanged 85
		SP:Iteration 30Q (106752.380000 sec): 3 clusters
  Score: Raw -10399100.958945 + Penalty 3682.678887 = -10395418.280058
  nChanged 60
		SP:Iteration 31Q (106753.020000 sec): 3 clusters
  Score: Raw -10399108.630399 + Penalty 3682.678887 = -10395425.951512
  nChanged 41
		SP:Iteration 32Q (106753.680000 sec): 3 clusters
  Score: Raw -10399113.880003 + Penalty 3682.678887 = -10395431.201116
  nChanged 39
		SP:Iteration 33Q (106754.320000 sec): 3 clusters
  Score: Raw -10399119.050426 + Penalty 3682.678887 = -10395436.371540
  nChanged 43
		SP:Iteration 34Q (106754.960000 sec): 3 clusters
  Score: Raw -10399125.825922 + Penalty 3682.678887 = -10395443.147035
  nChanged 39
		SP:Iteration 35Q (106755.620000 sec): 3 clusters
  Score: Raw -10399131.910154 + Penalty 3682.678887 = -10395449.231267
  nChanged 41
		SP:Iteration 36Q (106756.250000 sec): 3 clusters
  Score: Raw -10399138.436062 + Penalty 3682.678887 = -10395455.757175
  nChanged 49
		SP:Iteration 37Q (106756.910000 sec): 3 clusters
  Score: Raw -10399147.497206 + Penalty 3682.678887 = -10395464.818319
  nChanged 48
		SP:Iteration 38Q (106757.540000 sec): 3 clusters
  Score: Raw -10399154.441179 + Penalty 3682.678887 = -10395471.762292
  nChanged 31
		SP:Iteration 39Q (106758.200000 sec): 3 clusters
  Score: Raw -10399158.263368 + Penalty 3682.678887 = -10395475.584481
  nChanged 14
		SP:Iteration 40F (106758.900000 sec): 3 clusters
  Score: Raw -10399160.006565 + Penalty 3682.678887 = -10395477.327678
  nChanged 15
		SP:Iteration 41Q (106759.570000 sec): 3 clusters
  Score: Raw -10399161.814836 + Penalty 3682.678887 = -10395479.135949
  nChanged 12
		SP:Iteration 42Q (106760.250000 sec): 3 clusters
  Score: Raw -10399163.235059 + Penalty 3682.678887 = -10395480.556172
  nChanged 11
		SP:Iteration 43Q (106760.920000 sec): 3 clusters
  Score: Raw -10399164.331469 + Penalty 3682.678887 = -10395481.652583
  nChanged 3
		SP:Iteration 44Q (106761.580000 sec): 3 clusters
  Score: Raw -10399164.593079 + Penalty 3682.678887 = -10395481.914192
  nChanged 3
		SP:Iteration 45Q (106762.220000 sec): 3 clusters
  Score: Raw -10399164.819518 + Penalty 3682.678887 = -10395482.140631
  nChanged 4
		SP:Iteration 46Q (106762.880000 sec): 3 clusters
  Score: Raw -10399165.207929 + Penalty 3682.678887 = -10395482.529042
  nChanged 6
		SP:Iteration 47Q (106763.520000 sec): 3 clusters
  Score: Raw -10399165.759879 + Penalty 3682.678887 = -10395483.080992
  nChanged 6
		SP:Iteration 48Q (106764.170000 sec): 3 clusters
  Score: Raw -10399166.479396 + Penalty 3682.678887 = -10395483.800509
  nChanged 5
		SP:Iteration 49Q (106764.800000 sec): 3 clusters
  Score: Raw -10399166.926425 + Penalty 3682.678887 = -10395484.247538
  nChanged 3
		SP:Iteration 50Q (106765.460000 sec): 3 clusters
  Score: Raw -10399167.165744 + Penalty 3682.678887 = -10395484.486857
  nChanged 2
		SP:Iteration 51Q (106766.120000 sec): 3 clusters
  Score: Raw -10399167.377778 + Penalty 3682.678887 = -10395484.698891
  nChanged 3
		SP:Iteration 52Q (106766.760000 sec): 3 clusters
  Score: Raw -10399167.716088 + Penalty 3682.678887 = -10395485.037201
  nChanged 0
		SP:Iteration 53F (106767.480000 sec): 3 clusters
  Score: Raw -10399167.716088 + Penalty 3682.678887 = -10395485.037201
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 101 (64041 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106767.850000 sec): 2 clusters
  Score: Raw -7978957.770456 + Penalty 1798.432802 = -7977159.337654
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106768.450000 sec): 3 clusters
  Score: Raw -7937970.425105 + Penalty 3596.865604 = -7934373.559500
  nChanged 30240
		SP:Iteration 1F (106769.030000 sec): 3 clusters
  Score: Raw -7955855.208134 + Penalty 3596.865604 = -7952258.342530
  nChanged 2971
		SP:Iteration 2Q (106769.610000 sec): 3 clusters
  Score: Raw -7956957.985666 + Penalty 3596.865604 = -7953361.120061
  nChanged 3436
		SP:Iteration 3F (106770.170000 sec): 3 clusters
  Score: Raw -7958499.995585 + Penalty 3596.865604 = -7954903.129981
  nChanged 4010
		SP:Iteration 4F (106770.730000 sec): 3 clusters
  Score: Raw -7960767.430344 + Penalty 3596.865604 = -7957170.564739
  nChanged 4544
		SP:Iteration 5F (106771.280000 sec): 3 clusters
  Score: Raw -7963766.766927 + Penalty 3596.865604 = -7960169.901322
  nChanged 4620
		SP:Iteration 6F (106771.860000 sec): 3 clusters
  Score: Raw -7967253.731629 + Penalty 3596.865604 = -7963656.866025
  nChanged 4394
		SP:Iteration 7F (106772.420000 sec): 3 clusters
  Score: Raw -7970927.200546 + Penalty 3596.865604 = -7967330.334942
  nChanged 3682
		SP:Iteration 8F (106772.990000 sec): 3 clusters
  Score: Raw -7974306.138784 + Penalty 3596.865604 = -7970709.273180
  nChanged 2621
		SP:Iteration 9Q (106773.560000 sec): 3 clusters
  Score: Raw -7976809.024562 + Penalty 3596.865604 = -7973212.158958
  nChanged 1480
		SP:Iteration 10Q (106774.100000 sec): 3 clusters
  Score: Raw -7978193.532218 + Penalty 3596.865604 = -7974596.666614
  nChanged 598
		SP:Iteration 11Q (106774.650000 sec): 3 clusters
  Score: Raw -7978732.317303 + Penalty 3596.865604 = -7975135.451699
  nChanged 261
		SP:Iteration 12Q (106775.180000 sec): 3 clusters
  Score: Raw -7978959.731013 + Penalty 3596.865604 = -7975362.865409
  nChanged 123
		SP:Iteration 13Q (106775.680000 sec): 3 clusters
  Score: Raw -7979071.510475 + Penalty 3596.865604 = -7975474.644871
  nChanged 78
		SP:Iteration 14Q (106776.220000 sec): 3 clusters
  Score: Raw -7979133.728537 + Penalty 3596.865604 = -7975536.862932
  nChanged 39
		SP:Iteration 15Q (106776.750000 sec): 3 clusters
  Score: Raw -7979172.588100 + Penalty 3596.865604 = -7975575.722496
  nChanged 34
		SP:Iteration 16Q (106777.240000 sec): 3 clusters
  Score: Raw -7979200.271133 + Penalty 3596.865604 = -7975603.405529
  nChanged 21
		SP:Iteration 17Q (106777.770000 sec): 3 clusters
  Score: Raw -7979219.253832 + Penalty 3596.865604 = -7975622.388227
  nChanged 15
		SP:Iteration 18Q (106778.260000 sec): 3 clusters
  Score: Raw -7979230.397943 + Penalty 3596.865604 = -7975633.532339
  nChanged 10
		SP:Iteration 19Q (106778.790000 sec): 3 clusters
  Score: Raw -7979237.009076 + Penalty 3596.865604 = -7975640.143471
  nChanged 5
		SP:Iteration 20F (106779.370000 sec): 3 clusters
  Score: Raw -7979239.828272 + Penalty 3596.865604 = -7975642.962668
  nChanged 2
		SP:Iteration 21Q (106779.860000 sec): 3 clusters
  Score: Raw -7979241.043023 + Penalty 3596.865604 = -7975644.177418
  nChanged 2
		SP:Iteration 22Q (106780.390000 sec): 3 clusters
  Score: Raw -7979242.107014 + Penalty 3596.865604 = -7975645.241409
  nChanged 3
		SP:Iteration 23Q (106780.880000 sec): 3 clusters
  Score: Raw -7979245.083514 + Penalty 3596.865604 = -7975648.217910
  nChanged 2
		SP:Iteration 24Q (106781.390000 sec): 3 clusters
  Score: Raw -7979246.993604 + Penalty 3596.865604 = -7975650.128000
  nChanged 1
		SP:Iteration 25Q (106781.880000 sec): 3 clusters
  Score: Raw -7979247.682762 + Penalty 3596.865604 = -7975650.817158
  nChanged 2
		SP:Iteration 26Q (106782.380000 sec): 3 clusters
  Score: Raw -7979249.684517 + Penalty 3596.865604 = -7975652.818913
  nChanged 2
		SP:Iteration 27Q (106782.870000 sec): 3 clusters
  Score: Raw -7979250.748676 + Penalty 3596.865604 = -7975653.883072
  nChanged 2
		SP:Iteration 28Q (106783.400000 sec): 3 clusters
  Score: Raw -7979252.125771 + Penalty 3596.865604 = -7975655.260167
  nChanged 2
		SP:Iteration 29Q (106783.890000 sec): 3 clusters
  Score: Raw -7979254.183642 + Penalty 3596.865604 = -7975657.318038
  nChanged 2
		SP:Iteration 30Q (106784.420000 sec): 3 clusters
  Score: Raw -7979256.631853 + Penalty 3596.865604 = -7975659.766249
  nChanged 1
		SP:Iteration 31Q (106784.910000 sec): 3 clusters
  Score: Raw -7979256.806649 + Penalty 3596.865604 = -7975659.941045
  nChanged 1
		SP:Iteration 32Q (106785.420000 sec): 3 clusters
  Score: Raw -7979257.144103 + Penalty 3596.865604 = -7975660.278499
  nChanged 0
		SP:Iteration 33F (106785.970000 sec): 3 clusters
  Score: Raw -7979257.144103 + Penalty 3596.865604 = -7975660.278499
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 102 (5913 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106786.050000 sec): 2 clusters
  Score: Raw -700791.952552 + Penalty 1411.297647 = -699380.654905
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106786.170000 sec): 3 clusters
  Score: Raw -697624.760645 + Penalty 2822.595294 = -694802.165351
  nChanged 2447
		SP:Iteration 1F (106786.270000 sec): 3 clusters
  Score: Raw -699087.016996 + Penalty 2822.595294 = -696264.421703
  nChanged 433
		SP:Iteration 2F (106786.370000 sec): 3 clusters
  Score: Raw -699351.767038 + Penalty 2822.595294 = -696529.171744
  nChanged 349
		SP:Iteration 3F (106786.470000 sec): 3 clusters
  Score: Raw -699561.399860 + Penalty 2822.595294 = -696738.804566
  nChanged 300
		SP:Iteration 4F (106786.570000 sec): 3 clusters
  Score: Raw -699750.223525 + Penalty 2822.595294 = -696927.628231
  nChanged 280
		SP:Iteration 5Q (106786.660000 sec): 3 clusters
  Score: Raw -699914.614503 + Penalty 2822.595294 = -697092.019210
  nChanged 233
		SP:Iteration 6Q (106786.760000 sec): 3 clusters
  Score: Raw -700063.320522 + Penalty 2822.595294 = -697240.725228
  nChanged 219
		SP:Iteration 7Q (106786.850000 sec): 3 clusters
  Score: Raw -700216.700132 + Penalty 2822.595294 = -697394.104839
  nChanged 230
		SP:Iteration 8Q (106786.950000 sec): 3 clusters
  Score: Raw -700399.322647 + Penalty 2822.595294 = -697576.727354
  nChanged 222
		SP:Iteration 9Q (106787.050000 sec): 3 clusters
  Score: Raw -700590.284747 + Penalty 2822.595294 = -697767.689454
  nChanged 219
		SP:Iteration 10Q (106787.140000 sec): 3 clusters
  Score: Raw -700755.293746 + Penalty 2822.595294 = -697932.698453
  nChanged 188
		SP:Iteration 11Q (106787.240000 sec): 3 clusters
  Score: Raw -700890.302640 + Penalty 2822.595294 = -698067.707346
  nChanged 139
		SP:Iteration 12Q (106787.330000 sec): 3 clusters
  Score: Raw -700990.218776 + Penalty 2822.595294 = -698167.623483
  nChanged 114
		SP:Iteration 13Q (106787.430000 sec): 3 clusters
  Score: Raw -701068.929566 + Penalty 2822.595294 = -698246.334273
  nChanged 110
		SP:Iteration 14Q (106787.520000 sec): 3 clusters
  Score: Raw -701136.308211 + Penalty 2822.595294 = -698313.712918
  nChanged 90
		SP:Iteration 15Q (106787.620000 sec): 3 clusters
  Score: Raw -701191.313505 + Penalty 2822.595294 = -698368.718212
  nChanged 79
		SP:Iteration 16Q (106787.710000 sec): 3 clusters
  Score: Raw -701229.647242 + Penalty 2822.595294 = -698407.051948
  nChanged 59
		SP:Iteration 17Q (106787.810000 sec): 3 clusters
  Score: Raw -701255.124029 + Penalty 2822.595294 = -698432.528735
  nChanged 45
		SP:Iteration 18Q (106787.910000 sec): 3 clusters
  Score: Raw -701275.474950 + Penalty 2822.595294 = -698452.879656
  nChanged 40
		SP:Iteration 19Q (106788.000000 sec): 3 clusters
  Score: Raw -701291.268549 + Penalty 2822.595294 = -698468.673255
  nChanged 36
		SP:Iteration 20F (106788.100000 sec): 3 clusters
  Score: Raw -701305.549604 + Penalty 2822.595294 = -698482.954310
  nChanged 28
		SP:Iteration 21Q (106788.190000 sec): 3 clusters
  Score: Raw -701316.679547 + Penalty 2822.595294 = -698494.084253
  nChanged 22
		SP:Iteration 22Q (106788.290000 sec): 3 clusters
  Score: Raw -701325.934098 + Penalty 2822.595294 = -698503.338804
  nChanged 26
		SP:Iteration 23Q (106788.380000 sec): 3 clusters
  Score: Raw -701333.796744 + Penalty 2822.595294 = -698511.201451
  nChanged 16
		SP:Iteration 24Q (106788.470000 sec): 3 clusters
  Score: Raw -701337.720563 + Penalty 2822.595294 = -698515.125269
  nChanged 14
		SP:Iteration 25Q (106788.570000 sec): 3 clusters
  Score: Raw -701340.921285 + Penalty 2822.595294 = -698518.325991
  nChanged 8
		SP:Iteration 26Q (106788.660000 sec): 3 clusters
  Score: Raw -701342.066727 + Penalty 2822.595294 = -698519.471434
  nChanged 3
		SP:Iteration 27Q (106788.760000 sec): 3 clusters
  Score: Raw -701342.724544 + Penalty 2822.595294 = -698520.129250
  nChanged 6
		SP:Iteration 28Q (106788.850000 sec): 3 clusters
  Score: Raw -701343.578269 + Penalty 2822.595294 = -698520.982976
  nChanged 4
		SP:Iteration 29Q (106788.950000 sec): 3 clusters
  Score: Raw -701344.259508 + Penalty 2822.595294 = -698521.664214
  nChanged 3
		SP:Iteration 30Q (106789.040000 sec): 3 clusters
  Score: Raw -701344.806105 + Penalty 2822.595294 = -698522.210811
  nChanged 3
		SP:Iteration 31Q (106789.140000 sec): 3 clusters
  Score: Raw -701345.567987 + Penalty 2822.595294 = -698522.972693
  nChanged 2
		SP:Iteration 32Q (106789.230000 sec): 3 clusters
  Score: Raw -701346.025044 + Penalty 2822.595294 = -698523.429751
  nChanged 1
		SP:Iteration 33Q (106789.330000 sec): 3 clusters
  Score: Raw -701346.257691 + Penalty 2822.595294 = -698523.662397
  nChanged 0
		SP:Iteration 34F (106789.430000 sec): 3 clusters
  Score: Raw -701346.257691 + Penalty 2822.595294 = -698523.662397
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 103 (3132 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106789.490000 sec): 2 clusters
  Score: Raw -352841.955891 + Penalty 1308.031897 = -351533.923994
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106789.550000 sec): 3 clusters
  Score: Raw -351412.148454 + Penalty 2616.063794 = -348796.084660
  nChanged 1183
		SP:Iteration 1F (106789.610000 sec): 3 clusters
  Score: Raw -352143.170030 + Penalty 2616.063794 = -349527.106236
  nChanged 281
		SP:Iteration 2F (106789.670000 sec): 3 clusters
  Score: Raw -352402.795517 + Penalty 2616.063794 = -349786.731723
  nChanged 256
		SP:Iteration 3F (106789.730000 sec): 3 clusters
  Score: Raw -352688.538972 + Penalty 2616.063794 = -350072.475178
  nChanged 228
		SP:Iteration 4F (106789.790000 sec): 3 clusters
  Score: Raw -352913.117328 + Penalty 2616.063794 = -350297.053534
  nChanged 170
		SP:Iteration 5F (106789.840000 sec): 3 clusters
  Score: Raw -353086.664338 + Penalty 2616.063794 = -350470.600544
  nChanged 123
		SP:Iteration 6Q (106789.900000 sec): 3 clusters
  Score: Raw -353171.653849 + Penalty 2616.063794 = -350555.590055
  nChanged 88
		SP:Iteration 7Q (106789.960000 sec): 3 clusters
  Score: Raw -353240.926318 + Penalty 2616.063794 = -350624.862525
  nChanged 68
		SP:Iteration 8Q (106790.010000 sec): 3 clusters
  Score: Raw -353288.310887 + Penalty 2616.063794 = -350672.247093
  nChanged 51
		SP:Iteration 9Q (106790.070000 sec): 3 clusters
  Score: Raw -353316.712958 + Penalty 2616.063794 = -350700.649164
  nChanged 40
		SP:Iteration 10Q (106790.130000 sec): 3 clusters
  Score: Raw -353339.325503 + Penalty 2616.063794 = -350723.261709
  nChanged 32
		SP:Iteration 11Q (106790.190000 sec): 3 clusters
  Score: Raw -353359.201075 + Penalty 2616.063794 = -350743.137281
  nChanged 30
		SP:Iteration 12Q (106790.240000 sec): 3 clusters
  Score: Raw -353380.076336 + Penalty 2616.063794 = -350764.012542
  nChanged 24
		SP:Iteration 13Q (106790.300000 sec): 3 clusters
  Score: Raw -353396.206622 + Penalty 2616.063794 = -350780.142829
  nChanged 21
		SP:Iteration 14Q (106790.350000 sec): 3 clusters
  Score: Raw -353405.724790 + Penalty 2616.063794 = -350789.660996
  nChanged 17
		SP:Iteration 15Q (106790.410000 sec): 3 clusters
  Score: Raw -353414.788822 + Penalty 2616.063794 = -350798.725029
  nChanged 14
		SP:Iteration 16Q (106790.470000 sec): 3 clusters
  Score: Raw -353422.368851 + Penalty 2616.063794 = -350806.305057
  nChanged 13
		SP:Iteration 17Q (106790.530000 sec): 3 clusters
  Score: Raw -353429.548796 + Penalty 2616.063794 = -350813.485002
  nChanged 13
		SP:Iteration 18Q (106790.580000 sec): 3 clusters
  Score: Raw -353436.483241 + Penalty 2616.063794 = -350820.419447
  nChanged 8
		SP:Iteration 19Q (106790.640000 sec): 3 clusters
  Score: Raw -353440.039140 + Penalty 2616.063794 = -350823.975347
  nChanged 6
		SP:Iteration 20F (106790.690000 sec): 3 clusters
  Score: Raw -353441.840016 + Penalty 2616.063794 = -350825.776222
  nChanged 3
		SP:Iteration 21Q (106790.750000 sec): 3 clusters
  Score: Raw -353442.561920 + Penalty 2616.063794 = -350826.498126
  nChanged 3
		SP:Iteration 22Q (106790.810000 sec): 3 clusters
  Score: Raw -353443.601115 + Penalty 2616.063794 = -350827.537322
  nChanged 3
		SP:Iteration 23Q (106790.870000 sec): 3 clusters
  Score: Raw -353444.808964 + Penalty 2616.063794 = -350828.745170
  nChanged 3
		SP:Iteration 24Q (106790.920000 sec): 3 clusters
  Score: Raw -353445.717734 + Penalty 2616.063794 = -350829.653940
  nChanged 0
		SP:Iteration 25F (106790.980000 sec): 3 clusters
  Score: Raw -353445.717734 + Penalty 2616.063794 = -350829.653940
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 104 (5299 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106791.060000 sec): 2 clusters
  Score: Raw -631519.259537 + Penalty 1393.481928 = -630125.777609
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106791.160000 sec): 3 clusters
  Score: Raw -628792.851516 + Penalty 2786.963856 = -626005.887660
  nChanged 2134
		SP:Iteration 1F (106791.250000 sec): 3 clusters
  Score: Raw -630027.303441 + Penalty 2786.963856 = -627240.339586
  nChanged 419
		SP:Iteration 2F (106791.350000 sec): 3 clusters
  Score: Raw -630307.047600 + Penalty 2786.963856 = -627520.083744
  nChanged 359
		SP:Iteration 3F (106791.440000 sec): 3 clusters
  Score: Raw -630543.160521 + Penalty 2786.963856 = -627756.196665
  nChanged 308
		SP:Iteration 4F (106791.530000 sec): 3 clusters
  Score: Raw -630739.353954 + Penalty 2786.963856 = -627952.390098
  nChanged 259
		SP:Iteration 5Q (106791.630000 sec): 3 clusters
  Score: Raw -630918.399305 + Penalty 2786.963856 = -628131.435449
  nChanged 240
		SP:Iteration 6Q (106791.720000 sec): 3 clusters
  Score: Raw -631112.834163 + Penalty 2786.963856 = -628325.870307
  nChanged 245
		SP:Iteration 7Q (106791.810000 sec): 3 clusters
  Score: Raw -631339.365414 + Penalty 2786.963856 = -628552.401558
  nChanged 240
		SP:Iteration 8Q (106791.910000 sec): 3 clusters
  Score: Raw -631554.962733 + Penalty 2786.963856 = -628767.998877
  nChanged 204
		SP:Iteration 9Q (106792.000000 sec): 3 clusters
  Score: Raw -631776.954106 + Penalty 2786.963856 = -628989.990250
  nChanged 189
		SP:Iteration 10Q (106792.090000 sec): 3 clusters
  Score: Raw -631984.157772 + Penalty 2786.963856 = -629197.193917
  nChanged 152
		SP:Iteration 11Q (106792.190000 sec): 3 clusters
  Score: Raw -632131.906625 + Penalty 2786.963856 = -629344.942769
  nChanged 131
		SP:Iteration 12Q (106792.280000 sec): 3 clusters
  Score: Raw -632244.442954 + Penalty 2786.963856 = -629457.479098
  nChanged 106
		SP:Iteration 13Q (106792.370000 sec): 3 clusters
  Score: Raw -632323.558944 + Penalty 2786.963856 = -629536.595088
  nChanged 80
		SP:Iteration 14Q (106792.460000 sec): 3 clusters
  Score: Raw -632385.703553 + Penalty 2786.963856 = -629598.739697
  nChanged 73
		SP:Iteration 15Q (106792.550000 sec): 3 clusters
  Score: Raw -632434.312323 + Penalty 2786.963856 = -629647.348467
  nChanged 51
		SP:Iteration 16Q (106792.640000 sec): 3 clusters
  Score: Raw -632466.387908 + Penalty 2786.963856 = -629679.424052
  nChanged 40
		SP:Iteration 17Q (106792.730000 sec): 3 clusters
  Score: Raw -632493.857583 + Penalty 2786.963856 = -629706.893727
  nChanged 39
		SP:Iteration 18Q (106792.820000 sec): 3 clusters
  Score: Raw -632518.432462 + Penalty 2786.963856 = -629731.468606
  nChanged 23
		SP:Iteration 19Q (106792.910000 sec): 3 clusters
  Score: Raw -632528.484217 + Penalty 2786.963856 = -629741.520362
  nChanged 16
		SP:Iteration 20F (106793.000000 sec): 3 clusters
  Score: Raw -632534.663398 + Penalty 2786.963856 = -629747.699542
  nChanged 18
		SP:Iteration 21Q (106793.090000 sec): 3 clusters
  Score: Raw -632541.156512 + Penalty 2786.963856 = -629754.192657
  nChanged 19
		SP:Iteration 22Q (106793.180000 sec): 3 clusters
  Score: Raw -632550.372817 + Penalty 2786.963856 = -629763.408961
  nChanged 17
		SP:Iteration 23Q (106793.270000 sec): 3 clusters
  Score: Raw -632558.619419 + Penalty 2786.963856 = -629771.655563
  nChanged 16
		SP:Iteration 24Q (106793.360000 sec): 3 clusters
  Score: Raw -632564.304582 + Penalty 2786.963856 = -629777.340727
  nChanged 11
		SP:Iteration 25Q (106793.450000 sec): 3 clusters
  Score: Raw -632567.188884 + Penalty 2786.963856 = -629780.225028
  nChanged 8
		SP:Iteration 26Q (106793.540000 sec): 3 clusters
  Score: Raw -632569.881812 + Penalty 2786.963856 = -629782.917956
  nChanged 6
		SP:Iteration 27Q (106793.630000 sec): 3 clusters
  Score: Raw -632571.145807 + Penalty 2786.963856 = -629784.181951
  nChanged 1
		SP:Iteration 28Q (106793.710000 sec): 3 clusters
  Score: Raw -632571.253068 + Penalty 2786.963856 = -629784.289212
  nChanged 1
		SP:Iteration 29Q (106793.800000 sec): 3 clusters
  Score: Raw -632571.293663 + Penalty 2786.963856 = -629784.329807
  nChanged 0
		SP:Iteration 30F (106793.900000 sec): 3 clusters
  Score: Raw -632571.293663 + Penalty 2786.963856 = -629784.329807
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 105 (2521 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106793.970000 sec): 2 clusters
  Score: Raw -298092.099512 + Penalty 1272.766776 = -296819.332736
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106794.010000 sec): 3 clusters
  Score: Raw -296952.048682 + Penalty 2545.533551 = -294406.515131
  nChanged 927
		SP:Iteration 1F (106794.060000 sec): 3 clusters
  Score: Raw -297534.656036 + Penalty 2545.533551 = -294989.122485
  nChanged 219
		SP:Iteration 2F (106794.110000 sec): 3 clusters
  Score: Raw -297732.877806 + Penalty 2545.533551 = -295187.344254
  nChanged 155
		SP:Iteration 3F (106794.150000 sec): 3 clusters
  Score: Raw -297909.622551 + Penalty 2545.533551 = -295364.089000
  nChanged 134
		SP:Iteration 4F (106794.200000 sec): 3 clusters
  Score: Raw -298049.074145 + Penalty 2545.533551 = -295503.540593
  nChanged 129
		SP:Iteration 5F (106794.250000 sec): 3 clusters
  Score: Raw -298189.633293 + Penalty 2545.533551 = -295644.099742
  nChanged 120
		SP:Iteration 6Q (106794.290000 sec): 3 clusters
  Score: Raw -298302.831755 + Penalty 2545.533551 = -295757.298204
  nChanged 97
		SP:Iteration 7Q (106794.340000 sec): 3 clusters
  Score: Raw -298359.861806 + Penalty 2545.533551 = -295814.328255
  nChanged 62
		SP:Iteration 8Q (106794.380000 sec): 3 clusters
  Score: Raw -298399.863748 + Penalty 2545.533551 = -295854.330197
  nChanged 47
		SP:Iteration 9Q (106794.430000 sec): 3 clusters
  Score: Raw -298431.475005 + Penalty 2545.533551 = -295885.941454
  nChanged 31
		SP:Iteration 10Q (106794.470000 sec): 3 clusters
  Score: Raw -298447.767005 + Penalty 2545.533551 = -295902.233453
  nChanged 27
		SP:Iteration 11Q (106794.520000 sec): 3 clusters
  Score: Raw -298460.461628 + Penalty 2545.533551 = -295914.928077
  nChanged 19
		SP:Iteration 12Q (106794.560000 sec): 3 clusters
  Score: Raw -298468.050768 + Penalty 2545.533551 = -295922.517217
  nChanged 19
		SP:Iteration 13Q (106794.610000 sec): 3 clusters
  Score: Raw -298476.635038 + Penalty 2545.533551 = -295931.101487
  nChanged 19
		SP:Iteration 14Q (106794.650000 sec): 3 clusters
  Score: Raw -298484.545903 + Penalty 2545.533551 = -295939.012352
  nChanged 23
		SP:Iteration 15Q (106794.700000 sec): 3 clusters
  Score: Raw -298496.523329 + Penalty 2545.533551 = -295950.989778
  nChanged 21
		SP:Iteration 16Q (106794.740000 sec): 3 clusters
  Score: Raw -298503.561422 + Penalty 2545.533551 = -295958.027871
  nChanged 10
		SP:Iteration 17Q (106794.790000 sec): 3 clusters
  Score: Raw -298508.767594 + Penalty 2545.533551 = -295963.234043
  nChanged 7
		SP:Iteration 18Q (106794.830000 sec): 3 clusters
  Score: Raw -298510.596217 + Penalty 2545.533551 = -295965.062666
  nChanged 7
		SP:Iteration 19Q (106794.880000 sec): 3 clusters
  Score: Raw -298513.954782 + Penalty 2545.533551 = -295968.421230
  nChanged 5
		SP:Iteration 20F (106794.920000 sec): 3 clusters
  Score: Raw -298516.936600 + Penalty 2545.533551 = -295971.403049
  nChanged 8
		SP:Iteration 21Q (106794.970000 sec): 3 clusters
  Score: Raw -298521.082898 + Penalty 2545.533551 = -295975.549346
  nChanged 8
		SP:Iteration 22Q (106795.010000 sec): 3 clusters
  Score: Raw -298524.133531 + Penalty 2545.533551 = -295978.599980
  nChanged 6
		SP:Iteration 23Q (106795.060000 sec): 3 clusters
  Score: Raw -298526.924775 + Penalty 2545.533551 = -295981.391224
  nChanged 5
		SP:Iteration 24Q (106795.100000 sec): 3 clusters
  Score: Raw -298530.793623 + Penalty 2545.533551 = -295985.260072
  nChanged 10
		SP:Iteration 25Q (106795.150000 sec): 3 clusters
  Score: Raw -298535.449659 + Penalty 2545.533551 = -295989.916107
  nChanged 11
		SP:Iteration 26Q (106795.190000 sec): 3 clusters
  Score: Raw -298541.515639 + Penalty 2545.533551 = -295995.982087
  nChanged 8
		SP:Iteration 27Q (106795.240000 sec): 3 clusters
  Score: Raw -298545.244583 + Penalty 2545.533551 = -295999.711032
  nChanged 6
		SP:Iteration 28Q (106795.280000 sec): 3 clusters
  Score: Raw -298546.634729 + Penalty 2545.533551 = -296001.101177
  nChanged 2
		SP:Iteration 29Q (106795.330000 sec): 3 clusters
  Score: Raw -298547.080849 + Penalty 2545.533551 = -296001.547297
  nChanged 0
		SP:Iteration 30F (106795.370000 sec): 3 clusters
  Score: Raw -298547.080849 + Penalty 2545.533551 = -296001.547297
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 106 (1877 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106795.440000 sec): 2 clusters
  Score: Raw -216590.510559 + Penalty 1224.832381 = -215365.678178
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106795.470000 sec): 3 clusters
  Score: Raw -215819.366486 + Penalty 2449.664762 = -213369.701724
  nChanged 637
		SP:Iteration 1F (106795.510000 sec): 3 clusters
  Score: Raw -216244.804811 + Penalty 2449.664762 = -213795.140049
  nChanged 157
		SP:Iteration 2F (106795.540000 sec): 3 clusters
  Score: Raw -216374.726595 + Penalty 2449.664762 = -213925.061833
  nChanged 93
		SP:Iteration 3Q (106795.580000 sec): 3 clusters
  Score: Raw -216461.608294 + Penalty 2449.664762 = -214011.943532
  nChanged 85
		SP:Iteration 4Q (106795.610000 sec): 3 clusters
  Score: Raw -216535.139282 + Penalty 2449.664762 = -214085.474520
  nChanged 62
		SP:Iteration 5Q (106795.650000 sec): 3 clusters
  Score: Raw -216592.048439 + Penalty 2449.664762 = -214142.383677
  nChanged 51
		SP:Iteration 6Q (106795.680000 sec): 3 clusters
  Score: Raw -216634.308898 + Penalty 2449.664762 = -214184.644136
  nChanged 43
		SP:Iteration 7Q (106795.720000 sec): 3 clusters
  Score: Raw -216667.386583 + Penalty 2449.664762 = -214217.721821
  nChanged 39
		SP:Iteration 8Q (106795.750000 sec): 3 clusters
  Score: Raw -216695.279421 + Penalty 2449.664762 = -214245.614659
  nChanged 33
		SP:Iteration 9Q (106795.790000 sec): 3 clusters
  Score: Raw -216718.077855 + Penalty 2449.664762 = -214268.413093
  nChanged 29
		SP:Iteration 10Q (106795.820000 sec): 3 clusters
  Score: Raw -216736.720918 + Penalty 2449.664762 = -214287.056156
  nChanged 17
		SP:Iteration 11Q (106795.850000 sec): 3 clusters
  Score: Raw -216744.753318 + Penalty 2449.664762 = -214295.088556
  nChanged 9
		SP:Iteration 12Q (106795.890000 sec): 3 clusters
  Score: Raw -216748.538191 + Penalty 2449.664762 = -214298.873429
  nChanged 6
		SP:Iteration 13Q (106795.930000 sec): 3 clusters
  Score: Raw -216750.558128 + Penalty 2449.664762 = -214300.893366
  nChanged 4
		SP:Iteration 14Q (106795.960000 sec): 3 clusters
  Score: Raw -216752.397659 + Penalty 2449.664762 = -214302.732897
  nChanged 3
		SP:Iteration 15Q (106795.990000 sec): 3 clusters
  Score: Raw -216753.299447 + Penalty 2449.664762 = -214303.634685
  nChanged 2
		SP:Iteration 16Q (106796.030000 sec): 3 clusters
  Score: Raw -216754.316429 + Penalty 2449.664762 = -214304.651667
  nChanged 2
		SP:Iteration 17Q (106796.060000 sec): 3 clusters
  Score: Raw -216755.574437 + Penalty 2449.664762 = -214305.909675
  nChanged 1
		SP:Iteration 18Q (106796.100000 sec): 3 clusters
  Score: Raw -216756.145443 + Penalty 2449.664762 = -214306.480681
  nChanged 1
		SP:Iteration 19Q (106796.130000 sec): 3 clusters
  Score: Raw -216756.759890 + Penalty 2449.664762 = -214307.095128
  nChanged 0
		SP:Iteration 20F (106796.170000 sec): 3 clusters
  Score: Raw -216756.759890 + Penalty 2449.664762 = -214307.095128
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 107 (5360 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106796.250000 sec): 2 clusters
  Score: Raw -661398.906382 + Penalty 1395.341879 = -660003.564503
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106796.350000 sec): 3 clusters
  Score: Raw -658563.265525 + Penalty 2790.683758 = -655772.581767
  nChanged 2203
		SP:Iteration 1F (106796.440000 sec): 3 clusters
  Score: Raw -659757.358549 + Penalty 2790.683758 = -656966.674792
  nChanged 364
		SP:Iteration 2F (106796.530000 sec): 3 clusters
  Score: Raw -659938.113509 + Penalty 2790.683758 = -657147.429751
  nChanged 297
		SP:Iteration 3F (106796.630000 sec): 3 clusters
  Score: Raw -660106.065798 + Penalty 2790.683758 = -657315.382040
  nChanged 287
		SP:Iteration 4F (106796.720000 sec): 3 clusters
  Score: Raw -660300.493230 + Penalty 2790.683758 = -657509.809473
  nChanged 329
		SP:Iteration 5F (106796.810000 sec): 3 clusters
  Score: Raw -660556.091219 + Penalty 2790.683758 = -657765.407461
  nChanged 339
		SP:Iteration 6F (106796.900000 sec): 3 clusters
  Score: Raw -660830.022996 + Penalty 2790.683758 = -658039.339238
  nChanged 304
		SP:Iteration 7F (106796.990000 sec): 3 clusters
  Score: Raw -661060.496277 + Penalty 2790.683758 = -658269.812520
  nChanged 244
		SP:Iteration 8Q (106797.090000 sec): 3 clusters
  Score: Raw -661233.214335 + Penalty 2790.683758 = -658442.530578
  nChanged 178
		SP:Iteration 9Q (106797.180000 sec): 3 clusters
  Score: Raw -661348.866795 + Penalty 2790.683758 = -658558.183038
  nChanged 126
		SP:Iteration 10Q (106797.270000 sec): 3 clusters
  Score: Raw -661424.597334 + Penalty 2790.683758 = -658633.913576
  nChanged 99
		SP:Iteration 11Q (106797.370000 sec): 3 clusters
  Score: Raw -661482.546590 + Penalty 2790.683758 = -658691.862833
  nChanged 72
		SP:Iteration 12Q (106797.460000 sec): 3 clusters
  Score: Raw -661519.066844 + Penalty 2790.683758 = -658728.383086
  nChanged 48
		SP:Iteration 13Q (106797.550000 sec): 3 clusters
  Score: Raw -661542.979807 + Penalty 2790.683758 = -658752.296049
  nChanged 46
		SP:Iteration 14Q (106797.640000 sec): 3 clusters
  Score: Raw -661568.625747 + Penalty 2790.683758 = -658777.941989
  nChanged 26
		SP:Iteration 15Q (106797.730000 sec): 3 clusters
  Score: Raw -661582.037465 + Penalty 2790.683758 = -658791.353707
  nChanged 26
		SP:Iteration 16Q (106797.830000 sec): 3 clusters
  Score: Raw -661593.801070 + Penalty 2790.683758 = -658803.117313
  nChanged 17
		SP:Iteration 17Q (106797.920000 sec): 3 clusters
  Score: Raw -661599.957645 + Penalty 2790.683758 = -658809.273887
  nChanged 12
		SP:Iteration 18Q (106798.010000 sec): 3 clusters
  Score: Raw -661605.806350 + Penalty 2790.683758 = -658815.122593
  nChanged 15
		SP:Iteration 19Q (106798.100000 sec): 3 clusters
  Score: Raw -661612.880702 + Penalty 2790.683758 = -658822.196945
  nChanged 15
		SP:Iteration 20F (106798.190000 sec): 3 clusters
  Score: Raw -661620.165813 + Penalty 2790.683758 = -658829.482055
  nChanged 18
		SP:Iteration 21Q (106798.290000 sec): 3 clusters
  Score: Raw -661628.641918 + Penalty 2790.683758 = -658837.958160
  nChanged 18
		SP:Iteration 22Q (106798.370000 sec): 3 clusters
  Score: Raw -661635.956628 + Penalty 2790.683758 = -658845.272870
  nChanged 9
		SP:Iteration 23Q (106798.470000 sec): 3 clusters
  Score: Raw -661638.132792 + Penalty 2790.683758 = -658847.449034
  nChanged 5
		SP:Iteration 24Q (106798.560000 sec): 3 clusters
  Score: Raw -661640.264041 + Penalty 2790.683758 = -658849.580284
  nChanged 5
		SP:Iteration 25Q (106798.650000 sec): 3 clusters
  Score: Raw -661641.811337 + Penalty 2790.683758 = -658851.127579
  nChanged 6
		SP:Iteration 26Q (106798.740000 sec): 3 clusters
  Score: Raw -661643.307859 + Penalty 2790.683758 = -658852.624101
  nChanged 2
		SP:Iteration 27Q (106798.830000 sec): 3 clusters
  Score: Raw -661644.194095 + Penalty 2790.683758 = -658853.510338
  nChanged 2
		SP:Iteration 28Q (106798.920000 sec): 3 clusters
  Score: Raw -661644.912486 + Penalty 2790.683758 = -658854.228729
  nChanged 2
		SP:Iteration 29Q (106799.010000 sec): 3 clusters
  Score: Raw -661645.665329 + Penalty 2790.683758 = -658854.981571
  nChanged 0
		SP:Iteration 30F (106799.110000 sec): 3 clusters
  Score: Raw -661645.665329 + Penalty 2790.683758 = -658854.981571
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 108 (792 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106799.160000 sec): 2 clusters
  Score: Raw -79649.380673 + Penalty 1084.616226 = -78564.764446
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106799.180000 sec): 3 clusters
  Score: Raw -79459.720126 + Penalty 2169.232452 = -77290.487673
  nChanged 214
		SP:Iteration 1F (106799.190000 sec): 3 clusters
  Score: Raw -79704.963346 + Penalty 2169.232452 = -77535.730894
  nChanged 63
		SP:Iteration 2F (106799.210000 sec): 3 clusters
  Score: Raw -79824.676561 + Penalty 2169.232452 = -77655.444109
  nChanged 50
		SP:Iteration 3F (106799.230000 sec): 3 clusters
  Score: Raw -79912.151922 + Penalty 2169.232452 = -77742.919470
  nChanged 41
		SP:Iteration 4F (106799.240000 sec): 3 clusters
  Score: Raw -79986.956733 + Penalty 2169.232452 = -77817.724281
  nChanged 24
		SP:Iteration 5Q (106799.260000 sec): 3 clusters
  Score: Raw -80017.966308 + Penalty 2169.232452 = -77848.733856
  nChanged 20
		SP:Iteration 6Q (106799.270000 sec): 3 clusters
  Score: Raw -80044.776472 + Penalty 2169.232452 = -77875.544020
  nChanged 14
		SP:Iteration 7Q (106799.290000 sec): 3 clusters
  Score: Raw -80062.949161 + Penalty 2169.232452 = -77893.716709
  nChanged 4
		SP:Iteration 8Q (106799.300000 sec): 3 clusters
  Score: Raw -80067.514400 + Penalty 2169.232452 = -77898.281948
  nChanged 3
		SP:Iteration 9Q (106799.320000 sec): 3 clusters
  Score: Raw -80072.878889 + Penalty 2169.232452 = -77903.646437
  nChanged 2
		SP:Iteration 10Q (106799.330000 sec): 3 clusters
  Score: Raw -80075.216364 + Penalty 2169.232452 = -77905.983912
  nChanged 3
		SP:Iteration 11Q (106799.350000 sec): 3 clusters
  Score: Raw -80077.539195 + Penalty 2169.232452 = -77908.306742
  nChanged 4
		SP:Iteration 12Q (106799.360000 sec): 3 clusters
  Score: Raw -80081.809610 + Penalty 2169.232452 = -77912.577158
  nChanged 1
		SP:Iteration 13Q (106799.380000 sec): 3 clusters
  Score: Raw -80082.661715 + Penalty 2169.232452 = -77913.429263
  nChanged 2
		SP:Iteration 14Q (106799.390000 sec): 3 clusters
  Score: Raw -80085.676371 + Penalty 2169.232452 = -77916.443918
  nChanged 2
		SP:Iteration 15Q (106799.410000 sec): 3 clusters
  Score: Raw -80090.375445 + Penalty 2169.232452 = -77921.142993
  nChanged 2
		SP:Iteration 16Q (106799.430000 sec): 3 clusters
  Score: Raw -80091.947000 + Penalty 2169.232452 = -77922.714547
  nChanged 0
		SP:Iteration 17F (106799.440000 sec): 3 clusters
  Score: Raw -80091.947000 + Penalty 2169.232452 = -77922.714547
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 109 (3053 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106799.510000 sec): 2 clusters
  Score: Raw -339248.422699 + Penalty 1303.880499 = -337944.542201
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106799.570000 sec): 3 clusters
  Score: Raw -337753.288658 + Penalty 2607.760998 = -335145.527660
  nChanged 1206
		SP:Iteration 1F (106799.630000 sec): 3 clusters
  Score: Raw -338512.175966 + Penalty 2607.760998 = -335904.414969
  nChanged 284
		SP:Iteration 2F (106799.690000 sec): 3 clusters
  Score: Raw -338727.385798 + Penalty 2607.760998 = -336119.624800
  nChanged 184
		SP:Iteration 3F (106799.740000 sec): 3 clusters
  Score: Raw -338879.567098 + Penalty 2607.760998 = -336271.806100
  nChanged 155
		SP:Iteration 4F (106799.800000 sec): 3 clusters
  Score: Raw -339009.717385 + Penalty 2607.760998 = -336401.956388
  nChanged 131
		SP:Iteration 5Q (106799.850000 sec): 3 clusters
  Score: Raw -339111.182308 + Penalty 2607.760998 = -336503.421311
  nChanged 113
		SP:Iteration 6Q (106799.910000 sec): 3 clusters
  Score: Raw -339211.091143 + Penalty 2607.760998 = -336603.330145
  nChanged 98
		SP:Iteration 7Q (106799.960000 sec): 3 clusters
  Score: Raw -339275.397393 + Penalty 2607.760998 = -336667.636396
  nChanged 71
		SP:Iteration 8Q (106800.020000 sec): 3 clusters
  Score: Raw -339322.710916 + Penalty 2607.760998 = -336714.949918
  nChanged 55
		SP:Iteration 9Q (106800.070000 sec): 3 clusters
  Score: Raw -339359.629586 + Penalty 2607.760998 = -336751.868588
  nChanged 52
		SP:Iteration 10Q (106800.130000 sec): 3 clusters
  Score: Raw -339383.012342 + Penalty 2607.760998 = -336775.251344
  nChanged 28
		SP:Iteration 11Q (106800.180000 sec): 3 clusters
  Score: Raw -339397.116142 + Penalty 2607.760998 = -336789.355145
  nChanged 20
		SP:Iteration 12Q (106800.240000 sec): 3 clusters
  Score: Raw -339406.419660 + Penalty 2607.760998 = -336798.658662
  nChanged 25
		SP:Iteration 13Q (106800.290000 sec): 3 clusters
  Score: Raw -339418.574312 + Penalty 2607.760998 = -336810.813314
  nChanged 18
		SP:Iteration 14Q (106800.350000 sec): 3 clusters
  Score: Raw -339428.963044 + Penalty 2607.760998 = -336821.202046
  nChanged 20
		SP:Iteration 15Q (106800.400000 sec): 3 clusters
  Score: Raw -339441.425059 + Penalty 2607.760998 = -336833.664061
  nChanged 26
		SP:Iteration 16Q (106800.450000 sec): 3 clusters
  Score: Raw -339451.864969 + Penalty 2607.760998 = -336844.103972
  nChanged 22
		SP:Iteration 17Q (106800.510000 sec): 3 clusters
  Score: Raw -339457.305535 + Penalty 2607.760998 = -336849.544537
  nChanged 17
		SP:Iteration 18Q (106800.570000 sec): 3 clusters
  Score: Raw -339464.335019 + Penalty 2607.760998 = -336856.574022
  nChanged 13
		SP:Iteration 19Q (106800.620000 sec): 3 clusters
  Score: Raw -339470.129472 + Penalty 2607.760998 = -336862.368474
  nChanged 16
		SP:Iteration 20F (106800.670000 sec): 3 clusters
  Score: Raw -339476.957521 + Penalty 2607.760998 = -336869.196523
  nChanged 12
		SP:Iteration 21Q (106800.730000 sec): 3 clusters
  Score: Raw -339481.535868 + Penalty 2607.760998 = -336873.774870
  nChanged 8
		SP:Iteration 22Q (106800.780000 sec): 3 clusters
  Score: Raw -339483.966737 + Penalty 2607.760998 = -336876.205739
  nChanged 4
		SP:Iteration 23Q (106800.840000 sec): 3 clusters
  Score: Raw -339485.068394 + Penalty 2607.760998 = -336877.307397
  nChanged 1
		SP:Iteration 24Q (106800.890000 sec): 3 clusters
  Score: Raw -339485.293549 + Penalty 2607.760998 = -336877.532551
  nChanged 1
		SP:Iteration 25Q (106800.950000 sec): 3 clusters
  Score: Raw -339485.969601 + Penalty 2607.760998 = -336878.208603
  nChanged 1
		SP:Iteration 26Q (106801.000000 sec): 3 clusters
  Score: Raw -339486.103479 + Penalty 2607.760998 = -336878.342481
  nChanged 1
		SP:Iteration 27Q (106801.050000 sec): 3 clusters
  Score: Raw -339486.250613 + Penalty 2607.760998 = -336878.489615
  nChanged 1
		SP:Iteration 28Q (106801.110000 sec): 3 clusters
  Score: Raw -339486.324839 + Penalty 2607.760998 = -336878.563841
  nChanged 1
		SP:Iteration 29Q (106801.170000 sec): 3 clusters
  Score: Raw -339486.468489 + Penalty 2607.760998 = -336878.707491
  nChanged 0
		SP:Iteration 30F (106801.220000 sec): 3 clusters
  Score: Raw -339486.468489 + Penalty 2607.760998 = -336878.707491
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 110 (1961 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106801.280000 sec): 2 clusters
  Score: Raw -218140.085280 + Penalty 1231.946597 = -216908.138684
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106801.320000 sec): 3 clusters
  Score: Raw -217315.274254 + Penalty 2463.893194 = -214851.381060
  nChanged 704
		SP:Iteration 1F (106801.360000 sec): 3 clusters
  Score: Raw -217842.511322 + Penalty 2463.893194 = -215378.618128
  nChanged 187
		SP:Iteration 2F (106801.400000 sec): 3 clusters
  Score: Raw -218041.343895 + Penalty 2463.893194 = -215577.450702
  nChanged 136
		SP:Iteration 3F (106801.440000 sec): 3 clusters
  Score: Raw -218173.206614 + Penalty 2463.893194 = -215709.313421
  nChanged 97
		SP:Iteration 4Q (106801.480000 sec): 3 clusters
  Score: Raw -218245.319380 + Penalty 2463.893194 = -215781.426186
  nChanged 60
		SP:Iteration 5Q (106801.510000 sec): 3 clusters
  Score: Raw -218289.283097 + Penalty 2463.893194 = -215825.389904
  nChanged 52
		SP:Iteration 6Q (106801.550000 sec): 3 clusters
  Score: Raw -218323.516188 + Penalty 2463.893194 = -215859.622994
  nChanged 39
		SP:Iteration 7Q (106801.590000 sec): 3 clusters
  Score: Raw -218355.833529 + Penalty 2463.893194 = -215891.940336
  nChanged 38
		SP:Iteration 8Q (106801.630000 sec): 3 clusters
  Score: Raw -218385.757909 + Penalty 2463.893194 = -215921.864715
  nChanged 39
		SP:Iteration 9Q (106801.670000 sec): 3 clusters
  Score: Raw -218424.208226 + Penalty 2463.893194 = -215960.315032
  nChanged 35
		SP:Iteration 10Q (106801.700000 sec): 3 clusters
  Score: Raw -218455.276379 + Penalty 2463.893194 = -215991.383186
  nChanged 29
		SP:Iteration 11Q (106801.740000 sec): 3 clusters
  Score: Raw -218481.531531 + Penalty 2463.893194 = -216017.638337
  nChanged 35
		SP:Iteration 12Q (106801.780000 sec): 3 clusters
  Score: Raw -218507.706421 + Penalty 2463.893194 = -216043.813227
  nChanged 25
		SP:Iteration 13Q (106801.820000 sec): 3 clusters
  Score: Raw -218527.739733 + Penalty 2463.893194 = -216063.846540
  nChanged 15
		SP:Iteration 14Q (106801.850000 sec): 3 clusters
  Score: Raw -218538.741205 + Penalty 2463.893194 = -216074.848012
  nChanged 17
		SP:Iteration 15Q (106801.890000 sec): 3 clusters
  Score: Raw -218550.296625 + Penalty 2463.893194 = -216086.403432
  nChanged 9
		SP:Iteration 16Q (106801.930000 sec): 3 clusters
  Score: Raw -218555.904299 + Penalty 2463.893194 = -216092.011106
  nChanged 11
		SP:Iteration 17Q (106801.970000 sec): 3 clusters
  Score: Raw -218565.679715 + Penalty 2463.893194 = -216101.786521
  nChanged 12
		SP:Iteration 18Q (106802.000000 sec): 3 clusters
  Score: Raw -218573.442333 + Penalty 2463.893194 = -216109.549140
  nChanged 16
		SP:Iteration 19Q (106802.040000 sec): 3 clusters
  Score: Raw -218582.130270 + Penalty 2463.893194 = -216118.237076
  nChanged 12
		SP:Iteration 20F (106802.080000 sec): 3 clusters
  Score: Raw -218591.068628 + Penalty 2463.893194 = -216127.175434
  nChanged 14
		SP:Iteration 21Q (106802.110000 sec): 3 clusters
  Score: Raw -218600.983721 + Penalty 2463.893194 = -216137.090528
  nChanged 18
		SP:Iteration 22Q (106802.150000 sec): 3 clusters
  Score: Raw -218616.788244 + Penalty 2463.893194 = -216152.895050
  nChanged 26
		SP:Iteration 23Q (106802.190000 sec): 3 clusters
  Score: Raw -218643.200453 + Penalty 2463.893194 = -216179.307259
  nChanged 30
		SP:Iteration 24Q (106802.230000 sec): 3 clusters
  Score: Raw -218673.656184 + Penalty 2463.893194 = -216209.762990
  nChanged 26
		SP:Iteration 25Q (106802.260000 sec): 3 clusters
  Score: Raw -218714.041377 + Penalty 2463.893194 = -216250.148184
  nChanged 37
		SP:Iteration 26Q (106802.300000 sec): 3 clusters
  Score: Raw -218760.455593 + Penalty 2463.893194 = -216296.562399
  nChanged 32
		SP:Iteration 27Q (106802.340000 sec): 3 clusters
  Score: Raw -218811.331515 + Penalty 2463.893194 = -216347.438321
  nChanged 25
		SP:Iteration 28Q (106802.370000 sec): 3 clusters
  Score: Raw -218845.542763 + Penalty 2463.893194 = -216381.649570
  nChanged 26
		SP:Iteration 29Q (106802.410000 sec): 3 clusters
  Score: Raw -218883.915910 + Penalty 2463.893194 = -216420.022717
  nChanged 18
		SP:Iteration 30Q (106802.450000 sec): 3 clusters
  Score: Raw -218904.145632 + Penalty 2463.893194 = -216440.252438
  nChanged 19
		SP:Iteration 31Q (106802.480000 sec): 3 clusters
  Score: Raw -218930.024683 + Penalty 2463.893194 = -216466.131489
  nChanged 15
		SP:Iteration 32Q (106802.520000 sec): 3 clusters
  Score: Raw -218944.602424 + Penalty 2463.893194 = -216480.709230
  nChanged 11
		SP:Iteration 33Q (106802.550000 sec): 3 clusters
  Score: Raw -218958.843618 + Penalty 2463.893194 = -216494.950425
  nChanged 5
		SP:Iteration 34Q (106802.590000 sec): 3 clusters
  Score: Raw -218963.072652 + Penalty 2463.893194 = -216499.179458
  nChanged 5
		SP:Iteration 35Q (106802.620000 sec): 3 clusters
  Score: Raw -218969.244102 + Penalty 2463.893194 = -216505.350908
  nChanged 5
		SP:Iteration 36Q (106802.660000 sec): 3 clusters
  Score: Raw -218976.317658 + Penalty 2463.893194 = -216512.424464
  nChanged 7
		SP:Iteration 37Q (106802.690000 sec): 3 clusters
  Score: Raw -218983.225799 + Penalty 2463.893194 = -216519.332605
  nChanged 7
		SP:Iteration 38Q (106802.730000 sec): 3 clusters
  Score: Raw -218990.247434 + Penalty 2463.893194 = -216526.354240
  nChanged 4
		SP:Iteration 39Q (106802.770000 sec): 3 clusters
  Score: Raw -218994.743243 + Penalty 2463.893194 = -216530.850049
  nChanged 1
		SP:Iteration 40F (106802.810000 sec): 3 clusters
  Score: Raw -218997.334393 + Penalty 2463.893194 = -216533.441200
  nChanged 4
		SP:Iteration 41Q (106802.840000 sec): 3 clusters
  Score: Raw -219007.777689 + Penalty 2463.893194 = -216543.884495
  nChanged 3
		SP:Iteration 42Q (106802.870000 sec): 3 clusters
  Score: Raw -219016.120776 + Penalty 2463.893194 = -216552.227582
  nChanged 3
		SP:Iteration 43Q (106802.910000 sec): 3 clusters
  Score: Raw -219019.243268 + Penalty 2463.893194 = -216555.350074
  nChanged 2
		SP:Iteration 44Q (106802.950000 sec): 3 clusters
  Score: Raw -219020.259166 + Penalty 2463.893194 = -216556.365972
  nChanged 2
		SP:Iteration 45Q (106802.980000 sec): 3 clusters
  Score: Raw -219022.096754 + Penalty 2463.893194 = -216558.203561
  nChanged 1
		SP:Iteration 46Q (106803.020000 sec): 3 clusters
  Score: Raw -219022.746510 + Penalty 2463.893194 = -216558.853316
  nChanged 1
		SP:Iteration 47Q (106803.050000 sec): 3 clusters
  Score: Raw -219023.194366 + Penalty 2463.893194 = -216559.301172
  nChanged 0
		SP:Iteration 48F (106803.090000 sec): 3 clusters
  Score: Raw -219023.194366 + Penalty 2463.893194 = -216559.301172
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 111 (1379 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106803.150000 sec): 2 clusters
  Score: Raw -138902.335415 + Penalty 1174.731005 = -137727.604410
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106803.180000 sec): 3 clusters
  Score: Raw -138458.698776 + Penalty 2349.462010 = -136109.236766
  nChanged 462
		SP:Iteration 1F (106803.210000 sec): 3 clusters
  Score: Raw -138933.199531 + Penalty 2349.462010 = -136583.737520
  nChanged 123
		SP:Iteration 2F (106803.230000 sec): 3 clusters
  Score: Raw -139065.693420 + Penalty 2349.462010 = -136716.231410
  nChanged 68
		SP:Iteration 3Q (106803.260000 sec): 3 clusters
  Score: Raw -139138.322953 + Penalty 2349.462010 = -136788.860943
  nChanged 45
		SP:Iteration 4Q (106803.280000 sec): 3 clusters
  Score: Raw -139192.283815 + Penalty 2349.462010 = -136842.821805
  nChanged 35
		SP:Iteration 5Q (106803.310000 sec): 3 clusters
  Score: Raw -139224.889315 + Penalty 2349.462010 = -136875.427305
  nChanged 21
		SP:Iteration 6Q (106803.330000 sec): 3 clusters
  Score: Raw -139241.072906 + Penalty 2349.462010 = -136891.610896
  nChanged 13
		SP:Iteration 7Q (106803.360000 sec): 3 clusters
  Score: Raw -139250.031224 + Penalty 2349.462010 = -136900.569214
  nChanged 9
		SP:Iteration 8Q (106803.390000 sec): 3 clusters
  Score: Raw -139259.357238 + Penalty 2349.462010 = -136909.895228
  nChanged 7
		SP:Iteration 9Q (106803.410000 sec): 3 clusters
  Score: Raw -139263.303778 + Penalty 2349.462010 = -136913.841768
  nChanged 4
		SP:Iteration 10Q (106803.440000 sec): 3 clusters
  Score: Raw -139267.246598 + Penalty 2349.462010 = -136917.784588
  nChanged 4
		SP:Iteration 11Q (106803.470000 sec): 3 clusters
  Score: Raw -139269.461819 + Penalty 2349.462010 = -136919.999809
  nChanged 1
		SP:Iteration 12Q (106803.490000 sec): 3 clusters
  Score: Raw -139270.103856 + Penalty 2349.462010 = -136920.641846
  nChanged 2
		SP:Iteration 13Q (106803.510000 sec): 3 clusters
  Score: Raw -139271.475710 + Penalty 2349.462010 = -136922.013699
  nChanged 4
		SP:Iteration 14Q (106803.540000 sec): 3 clusters
  Score: Raw -139273.200581 + Penalty 2349.462010 = -136923.738571
  nChanged 0
		SP:Iteration 15F (106803.570000 sec): 3 clusters
  Score: Raw -139273.200581 + Penalty 2349.462010 = -136923.738571
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 112 (1175 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106803.630000 sec): 2 clusters
  Score: Raw -133974.219433 + Penalty 1148.716307 = -132825.503126
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106803.650000 sec): 3 clusters
  Score: Raw -133557.397809 + Penalty 2297.432614 = -131259.965195
  nChanged 378
		SP:Iteration 1F (106803.670000 sec): 3 clusters
  Score: Raw -133886.656024 + Penalty 2297.432614 = -131589.223410
  nChanged 93
		SP:Iteration 2F (106803.700000 sec): 3 clusters
  Score: Raw -133983.988597 + Penalty 2297.432614 = -131686.555984
  nChanged 64
		SP:Iteration 3F (106803.720000 sec): 3 clusters
  Score: Raw -134077.861352 + Penalty 2297.432614 = -131780.428738
  nChanged 58
		SP:Iteration 4Q (106803.740000 sec): 3 clusters
  Score: Raw -134171.047015 + Penalty 2297.432614 = -131873.614401
  nChanged 53
		SP:Iteration 5Q (106803.760000 sec): 3 clusters
  Score: Raw -134264.111624 + Penalty 2297.432614 = -131966.679010
  nChanged 52
		SP:Iteration 6Q (106803.790000 sec): 3 clusters
  Score: Raw -134369.572902 + Penalty 2297.432614 = -132072.140288
  nChanged 38
		SP:Iteration 7Q (106803.810000 sec): 3 clusters
  Score: Raw -134455.450031 + Penalty 2297.432614 = -132158.017417
  nChanged 35
		SP:Iteration 8Q (106803.830000 sec): 3 clusters
  Score: Raw -134570.183143 + Penalty 2297.432614 = -132272.750529
  nChanged 39
		SP:Iteration 9Q (106803.850000 sec): 3 clusters
  Score: Raw -134647.003076 + Penalty 2297.432614 = -132349.570462
  nChanged 26
		SP:Iteration 10Q (106803.870000 sec): 3 clusters
  Score: Raw -134677.710912 + Penalty 2297.432614 = -132380.278298
  nChanged 16
		SP:Iteration 11Q (106803.890000 sec): 3 clusters
  Score: Raw -134694.459736 + Penalty 2297.432614 = -132397.027123
  nChanged 13
		SP:Iteration 12Q (106803.910000 sec): 3 clusters
  Score: Raw -134706.603238 + Penalty 2297.432614 = -132409.170625
  nChanged 7
		SP:Iteration 13Q (106803.940000 sec): 3 clusters
  Score: Raw -134715.331925 + Penalty 2297.432614 = -132417.899311
  nChanged 6
		SP:Iteration 14Q (106803.960000 sec): 3 clusters
  Score: Raw -134723.109871 + Penalty 2297.432614 = -132425.677257
  nChanged 4
		SP:Iteration 15Q (106803.980000 sec): 3 clusters
  Score: Raw -134725.811140 + Penalty 2297.432614 = -132428.378526
  nChanged 2
		SP:Iteration 16Q (106804.000000 sec): 3 clusters
  Score: Raw -134727.589279 + Penalty 2297.432614 = -132430.156666
  nChanged 2
		SP:Iteration 17Q (106804.020000 sec): 3 clusters
  Score: Raw -134728.664356 + Penalty 2297.432614 = -132431.231743
  nChanged 2
		SP:Iteration 18Q (106804.050000 sec): 3 clusters
  Score: Raw -134730.001715 + Penalty 2297.432614 = -132432.569102
  nChanged 1
		SP:Iteration 19Q (106804.070000 sec): 3 clusters
  Score: Raw -134730.415537 + Penalty 2297.432614 = -132432.982923
  nChanged 0
		SP:Iteration 20F (106804.090000 sec): 3 clusters
  Score: Raw -134730.415537 + Penalty 2297.432614 = -132432.982923
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 113 (3864 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106804.170000 sec): 2 clusters
  Score: Raw -445963.434358 + Penalty 1342.161957 = -444621.272402
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106804.240000 sec): 3 clusters
  Score: Raw -443977.785125 + Penalty 2684.323913 = -441293.461212
  nChanged 1550
		SP:Iteration 1F (106804.310000 sec): 3 clusters
  Score: Raw -444942.491696 + Penalty 2684.323913 = -442258.167783
  nChanged 356
		SP:Iteration 2F (106804.380000 sec): 3 clusters
  Score: Raw -445209.907480 + Penalty 2684.323913 = -442525.583566
  nChanged 278
		SP:Iteration 3F (106804.450000 sec): 3 clusters
  Score: Raw -445405.563954 + Penalty 2684.323913 = -442721.240040
  nChanged 218
		SP:Iteration 4F (106804.520000 sec): 3 clusters
  Score: Raw -445566.631037 + Penalty 2684.323913 = -442882.307123
  nChanged 173
		SP:Iteration 5Q (106804.590000 sec): 3 clusters
  Score: Raw -445669.331648 + Penalty 2684.323913 = -442985.007735
  nChanged 113
		SP:Iteration 6Q (106804.660000 sec): 3 clusters
  Score: Raw -445736.285439 + Penalty 2684.323913 = -443051.961526
  nChanged 109
		SP:Iteration 7Q (106804.730000 sec): 3 clusters
  Score: Raw -445789.563847 + Penalty 2684.323913 = -443105.239934
  nChanged 81
		SP:Iteration 8Q (106804.800000 sec): 3 clusters
  Score: Raw -445824.872625 + Penalty 2684.323913 = -443140.548711
  nChanged 56
		SP:Iteration 9Q (106804.870000 sec): 3 clusters
  Score: Raw -445853.139464 + Penalty 2684.323913 = -443168.815550
  nChanged 63
		SP:Iteration 10Q (106804.940000 sec): 3 clusters
  Score: Raw -445879.572091 + Penalty 2684.323913 = -443195.248177
  nChanged 57
		SP:Iteration 11Q (106805.010000 sec): 3 clusters
  Score: Raw -445913.183889 + Penalty 2684.323913 = -443228.859975
  nChanged 69
		SP:Iteration 12Q (106805.080000 sec): 3 clusters
  Score: Raw -445952.620172 + Penalty 2684.323913 = -443268.296258
  nChanged 73
		SP:Iteration 13Q (106805.150000 sec): 3 clusters
  Score: Raw -445995.326527 + Penalty 2684.323913 = -443311.002613
  nChanged 72
		SP:Iteration 14Q (106805.220000 sec): 3 clusters
  Score: Raw -446029.627066 + Penalty 2684.323913 = -443345.303152
  nChanged 56
		SP:Iteration 15Q (106805.290000 sec): 3 clusters
  Score: Raw -446058.216204 + Penalty 2684.323913 = -443373.892291
  nChanged 54
		SP:Iteration 16Q (106805.360000 sec): 3 clusters
  Score: Raw -446081.248121 + Penalty 2684.323913 = -443396.924208
  nChanged 43
		SP:Iteration 17Q (106805.430000 sec): 3 clusters
  Score: Raw -446101.218485 + Penalty 2684.323913 = -443416.894571
  nChanged 44
		SP:Iteration 18Q (106805.500000 sec): 3 clusters
  Score: Raw -446120.338402 + Penalty 2684.323913 = -443436.014489
  nChanged 44
		SP:Iteration 19Q (106805.570000 sec): 3 clusters
  Score: Raw -446139.600380 + Penalty 2684.323913 = -443455.276467
  nChanged 57
		SP:Iteration 20F (106805.630000 sec): 3 clusters
  Score: Raw -446162.404714 + Penalty 2684.323913 = -443478.080801
  nChanged 39
		SP:Iteration 21Q (106805.710000 sec): 3 clusters
  Score: Raw -446177.911836 + Penalty 2684.323913 = -443493.587922
  nChanged 46
		SP:Iteration 22Q (106805.770000 sec): 3 clusters
  Score: Raw -446197.782383 + Penalty 2684.323913 = -443513.458470
  nChanged 48
		SP:Iteration 23Q (106805.840000 sec): 3 clusters
  Score: Raw -446221.381828 + Penalty 2684.323913 = -443537.057914
  nChanged 51
		SP:Iteration 24Q (106805.910000 sec): 3 clusters
  Score: Raw -446245.066722 + Penalty 2684.323913 = -443560.742808
  nChanged 42
		SP:Iteration 25Q (106805.980000 sec): 3 clusters
  Score: Raw -446272.452306 + Penalty 2684.323913 = -443588.128392
  nChanged 57
		SP:Iteration 26Q (106806.050000 sec): 3 clusters
  Score: Raw -446310.250017 + Penalty 2684.323913 = -443625.926103
  nChanged 67
		SP:Iteration 27Q (106806.120000 sec): 3 clusters
  Score: Raw -446352.119658 + Penalty 2684.323913 = -443667.795744
  nChanged 58
		SP:Iteration 28Q (106806.190000 sec): 3 clusters
  Score: Raw -446386.194313 + Penalty 2684.323913 = -443701.870399
  nChanged 41
		SP:Iteration 29Q (106806.250000 sec): 3 clusters
  Score: Raw -446408.627453 + Penalty 2684.323913 = -443724.303540
  nChanged 39
		SP:Iteration 30Q (106806.330000 sec): 3 clusters
  Score: Raw -446427.520314 + Penalty 2684.323913 = -443743.196400
  nChanged 35
		SP:Iteration 31Q (106806.390000 sec): 3 clusters
  Score: Raw -446440.367345 + Penalty 2684.323913 = -443756.043432
  nChanged 26
		SP:Iteration 32Q (106806.460000 sec): 3 clusters
  Score: Raw -446450.408218 + Penalty 2684.323913 = -443766.084305
  nChanged 25
		SP:Iteration 33Q (106806.530000 sec): 3 clusters
  Score: Raw -446461.681967 + Penalty 2684.323913 = -443777.358053
  nChanged 22
		SP:Iteration 34Q (106806.600000 sec): 3 clusters
  Score: Raw -446470.319828 + Penalty 2684.323913 = -443785.995915
  nChanged 15
		SP:Iteration 35Q (106806.670000 sec): 3 clusters
  Score: Raw -446474.981162 + Penalty 2684.323913 = -443790.657249
  nChanged 10
		SP:Iteration 36Q (106806.730000 sec): 3 clusters
  Score: Raw -446479.741156 + Penalty 2684.323913 = -443795.417242
  nChanged 10
		SP:Iteration 37Q (106806.800000 sec): 3 clusters
  Score: Raw -446482.940038 + Penalty 2684.323913 = -443798.616124
  nChanged 13
		SP:Iteration 38Q (106806.870000 sec): 3 clusters
  Score: Raw -446486.416488 + Penalty 2684.323913 = -443802.092575
  nChanged 10
		SP:Iteration 39Q (106806.930000 sec): 3 clusters
  Score: Raw -446488.863498 + Penalty 2684.323913 = -443804.539584
  nChanged 3
		SP:Iteration 40F (106807.010000 sec): 3 clusters
  Score: Raw -446489.516799 + Penalty 2684.323913 = -443805.192885
  nChanged 1
		SP:Iteration 41Q (106807.070000 sec): 3 clusters
  Score: Raw -446489.595557 + Penalty 2684.323913 = -443805.271644
  nChanged 2
		SP:Iteration 42Q (106807.140000 sec): 3 clusters
  Score: Raw -446489.782825 + Penalty 2684.323913 = -443805.458911
  nChanged 2
		SP:Iteration 43Q (106807.210000 sec): 3 clusters
  Score: Raw -446490.202243 + Penalty 2684.323913 = -443805.878330
  nChanged 0
		SP:Iteration 44F (106807.280000 sec): 3 clusters
  Score: Raw -446490.202243 + Penalty 2684.323913 = -443805.878330
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 114 (9924 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106807.400000 sec): 2 clusters
  Score: Raw -1171589.774316 + Penalty 1495.440594 = -1170094.333722
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106807.580000 sec): 3 clusters
  Score: Raw -1166003.844793 + Penalty 2990.881187 = -1163012.963606
  nChanged 4263
		SP:Iteration 1F (106807.710000 sec): 3 clusters
  Score: Raw -1168299.493143 + Penalty 2990.881187 = -1165308.611956
  nChanged 571
		SP:Iteration 2F (106807.840000 sec): 3 clusters
  Score: Raw -1168550.657454 + Penalty 2990.881187 = -1165559.776267
  nChanged 498
		SP:Iteration 3F (106807.990000 sec): 3 clusters
  Score: Raw -1168783.816486 + Penalty 2990.881187 = -1165792.935299
  nChanged 469
		SP:Iteration 4Q (106808.160000 sec): 3 clusters
  Score: Raw -1169025.397883 + Penalty 2990.881187 = -1166034.516696
  nChanged 474
		SP:Iteration 5Q (106808.310000 sec): 3 clusters
  Score: Raw -1169261.779342 + Penalty 2990.881187 = -1166270.898155
  nChanged 470
		SP:Iteration 6Q (106808.440000 sec): 3 clusters
  Score: Raw -1169476.747370 + Penalty 2990.881187 = -1166485.866183
  nChanged 395
		SP:Iteration 7Q (106808.600000 sec): 3 clusters
  Score: Raw -1169638.253912 + Penalty 2990.881187 = -1166647.372725
  nChanged 350
		SP:Iteration 8Q (106808.770000 sec): 3 clusters
  Score: Raw -1169772.986356 + Penalty 2990.881187 = -1166782.105169
  nChanged 312
		SP:Iteration 9Q (106808.910000 sec): 3 clusters
  Score: Raw -1169876.519887 + Penalty 2990.881187 = -1166885.638700
  nChanged 247
		SP:Iteration 10Q (106809.050000 sec): 3 clusters
  Score: Raw -1169961.551225 + Penalty 2990.881187 = -1166970.670038
  nChanged 245
		SP:Iteration 11Q (106809.220000 sec): 3 clusters
  Score: Raw -1170036.183256 + Penalty 2990.881187 = -1167045.302069
  nChanged 208
		SP:Iteration 12Q (106809.370000 sec): 3 clusters
  Score: Raw -1170094.244557 + Penalty 2990.881187 = -1167103.363370
  nChanged 175
		SP:Iteration 13Q (106809.500000 sec): 3 clusters
  Score: Raw -1170141.736404 + Penalty 2990.881187 = -1167150.855217
  nChanged 140
		SP:Iteration 14Q (106809.640000 sec): 3 clusters
  Score: Raw -1170177.203055 + Penalty 2990.881187 = -1167186.321868
  nChanged 124
		SP:Iteration 15Q (106809.810000 sec): 3 clusters
  Score: Raw -1170207.019592 + Penalty 2990.881187 = -1167216.138405
  nChanged 115
		SP:Iteration 16Q (106809.960000 sec): 3 clusters
  Score: Raw -1170230.236746 + Penalty 2990.881187 = -1167239.355558
  nChanged 95
		SP:Iteration 17Q (106810.080000 sec): 3 clusters
  Score: Raw -1170250.437122 + Penalty 2990.881187 = -1167259.555935
  nChanged 90
		SP:Iteration 18Q (106810.230000 sec): 3 clusters
  Score: Raw -1170271.312491 + Penalty 2990.881187 = -1167280.431304
  nChanged 76
		SP:Iteration 19Q (106810.400000 sec): 3 clusters
  Score: Raw -1170286.121275 + Penalty 2990.881187 = -1167295.240088
  nChanged 66
		SP:Iteration 20F (106810.550000 sec): 3 clusters
  Score: Raw -1170298.156379 + Penalty 2990.881187 = -1167307.275192
  nChanged 57
		SP:Iteration 21Q (106810.680000 sec): 3 clusters
  Score: Raw -1170308.611275 + Penalty 2990.881187 = -1167317.730088
  nChanged 60
		SP:Iteration 22Q (106810.840000 sec): 3 clusters
  Score: Raw -1170317.461373 + Penalty 2990.881187 = -1167326.580186
  nChanged 47
		SP:Iteration 23Q (106811.010000 sec): 3 clusters
  Score: Raw -1170326.133372 + Penalty 2990.881187 = -1167335.252185
  nChanged 52
		SP:Iteration 24Q (106811.150000 sec): 3 clusters
  Score: Raw -1170336.403049 + Penalty 2990.881187 = -1167345.521862
  nChanged 44
		SP:Iteration 25Q (106811.290000 sec): 3 clusters
  Score: Raw -1170342.872333 + Penalty 2990.881187 = -1167351.991145
  nChanged 37
		SP:Iteration 26Q (106811.450000 sec): 3 clusters
  Score: Raw -1170348.748540 + Penalty 2990.881187 = -1167357.867353
  nChanged 31
		SP:Iteration 27Q (106811.600000 sec): 3 clusters
  Score: Raw -1170354.042061 + Penalty 2990.881187 = -1167363.160874
  nChanged 29
		SP:Iteration 28Q (106811.730000 sec): 3 clusters
  Score: Raw -1170360.253065 + Penalty 2990.881187 = -1167369.371878
  nChanged 31
		SP:Iteration 29Q (106811.870000 sec): 3 clusters
  Score: Raw -1170365.957870 + Penalty 2990.881187 = -1167375.076683
  nChanged 36
		SP:Iteration 30Q (106812.040000 sec): 3 clusters
  Score: Raw -1170371.570647 + Penalty 2990.881187 = -1167380.689460
  nChanged 38
		SP:Iteration 31Q (106812.190000 sec): 3 clusters
  Score: Raw -1170377.495295 + Penalty 2990.881187 = -1167386.614108
  nChanged 40
		SP:Iteration 32Q (106812.320000 sec): 3 clusters
  Score: Raw -1170384.316969 + Penalty 2990.881187 = -1167393.435782
  nChanged 35
		SP:Iteration 33Q (106812.460000 sec): 3 clusters
  Score: Raw -1170389.762713 + Penalty 2990.881187 = -1167398.881526
  nChanged 31
		SP:Iteration 34Q (106812.630000 sec): 3 clusters
  Score: Raw -1170395.163878 + Penalty 2990.881187 = -1167404.282691
  nChanged 40
		SP:Iteration 35Q (106812.780000 sec): 3 clusters
  Score: Raw -1170403.470881 + Penalty 2990.881187 = -1167412.589694
  nChanged 43
		SP:Iteration 36Q (106812.910000 sec): 3 clusters
  Score: Raw -1170413.269400 + Penalty 2990.881187 = -1167422.388213
  nChanged 41
		SP:Iteration 37Q (106813.070000 sec): 3 clusters
  Score: Raw -1170420.469171 + Penalty 2990.881187 = -1167429.587984
  nChanged 38
		SP:Iteration 38Q (106813.240000 sec): 3 clusters
  Score: Raw -1170428.928656 + Penalty 2990.881187 = -1167438.047469
  nChanged 54
		SP:Iteration 39Q (106813.380000 sec): 3 clusters
  Score: Raw -1170444.793040 + Penalty 2990.881187 = -1167453.911853
  nChanged 51
		SP:Iteration 40F (106813.520000 sec): 3 clusters
  Score: Raw -1170461.691204 + Penalty 2990.881187 = -1167470.810017
  nChanged 72
		SP:Iteration 41Q (106813.680000 sec): 3 clusters
  Score: Raw -1170485.065929 + Penalty 2990.881187 = -1167494.184742
  nChanged 86
		SP:Iteration 42Q (106813.830000 sec): 3 clusters
  Score: Raw -1170513.289885 + Penalty 2990.881187 = -1167522.408698
  nChanged 87
		SP:Iteration 43Q (106813.960000 sec): 3 clusters
  Score: Raw -1170540.412759 + Penalty 2990.881187 = -1167549.531572
  nChanged 79
		SP:Iteration 44Q (106814.100000 sec): 3 clusters
  Score: Raw -1170562.092628 + Penalty 2990.881187 = -1167571.211441
  nChanged 76
		SP:Iteration 45Q (106814.270000 sec): 3 clusters
  Score: Raw -1170585.888064 + Penalty 2990.881187 = -1167595.006877
  nChanged 80
		SP:Iteration 46Q (106814.420000 sec): 3 clusters
  Score: Raw -1170610.568506 + Penalty 2990.881187 = -1167619.687319
  nChanged 93
		SP:Iteration 47Q (106814.550000 sec): 3 clusters
  Score: Raw -1170635.375539 + Penalty 2990.881187 = -1167644.494352
  nChanged 99
		SP:Iteration 48Q (106814.700000 sec): 3 clusters
  Score: Raw -1170660.321815 + Penalty 2990.881187 = -1167669.440627
  nChanged 87
		SP:Iteration 49Q (106814.900000 sec): 3 clusters
  Score: Raw -1170678.872126 + Penalty 2990.881187 = -1167687.990939
  nChanged 73
		SP:Iteration 50Q (106815.030000 sec): 3 clusters
  Score: Raw -1170695.562343 + Penalty 2990.881187 = -1167704.681156
  nChanged 58
		SP:Iteration 51Q (106815.170000 sec): 3 clusters
  Score: Raw -1170711.460103 + Penalty 2990.881187 = -1167720.578916
  nChanged 78
		SP:Iteration 52Q (106815.320000 sec): 3 clusters
  Score: Raw -1170731.045692 + Penalty 2990.881187 = -1167740.164505
  nChanged 83
		SP:Iteration 53Q (106815.450000 sec): 3 clusters
  Score: Raw -1170752.081465 + Penalty 2990.881187 = -1167761.200278
  nChanged 80
		SP:Iteration 54Q (106815.590000 sec): 3 clusters
  Score: Raw -1170772.268134 + Penalty 2990.881187 = -1167781.386947
  nChanged 86
		SP:Iteration 55Q (106815.760000 sec): 3 clusters
  Score: Raw -1170792.519407 + Penalty 2990.881187 = -1167801.638220
  nChanged 70
		SP:Iteration 56Q (106815.900000 sec): 3 clusters
  Score: Raw -1170808.660776 + Penalty 2990.881187 = -1167817.779589
  nChanged 69
		SP:Iteration 57Q (106816.030000 sec): 3 clusters
  Score: Raw -1170822.073551 + Penalty 2990.881187 = -1167831.192364
  nChanged 63
		SP:Iteration 58Q (106816.170000 sec): 3 clusters
  Score: Raw -1170835.294784 + Penalty 2990.881187 = -1167844.413597
  nChanged 60
		SP:Iteration 59Q (106816.340000 sec): 3 clusters
  Score: Raw -1170846.478068 + Penalty 2990.881187 = -1167855.596881
  nChanged 56
		SP:Iteration 60F (106816.490000 sec): 3 clusters
  Score: Raw -1170855.939777 + Penalty 2990.881187 = -1167865.058589
  nChanged 44
		SP:Iteration 61Q (106816.610000 sec): 3 clusters
  Score: Raw -1170863.592278 + Penalty 2990.881187 = -1167872.711091
  nChanged 52
		SP:Iteration 62Q (106816.750000 sec): 3 clusters
  Score: Raw -1170872.973996 + Penalty 2990.881187 = -1167882.092809
  nChanged 55
		SP:Iteration 63Q (106816.920000 sec): 3 clusters
  Score: Raw -1170884.416637 + Penalty 2990.881187 = -1167893.535450
  nChanged 62
		SP:Iteration 64Q (106817.060000 sec): 3 clusters
  Score: Raw -1170897.966392 + Penalty 2990.881187 = -1167907.085205
  nChanged 59
		SP:Iteration 65Q (106817.190000 sec): 3 clusters
  Score: Raw -1170909.064246 + Penalty 2990.881187 = -1167918.183059
  nChanged 65
		SP:Iteration 66Q (106817.330000 sec): 3 clusters
  Score: Raw -1170924.038126 + Penalty 2990.881187 = -1167933.156939
  nChanged 77
		SP:Iteration 67Q (106817.490000 sec): 3 clusters
  Score: Raw -1170943.101111 + Penalty 2990.881187 = -1167952.219924
  nChanged 89
		SP:Iteration 68Q (106817.640000 sec): 3 clusters
  Score: Raw -1170964.515043 + Penalty 2990.881187 = -1167973.633856
  nChanged 91
		SP:Iteration 69Q (106817.760000 sec): 3 clusters
  Score: Raw -1170988.535952 + Penalty 2990.881187 = -1167997.654765
  nChanged 105
		SP:Iteration 70Q (106817.900000 sec): 3 clusters
  Score: Raw -1171019.546899 + Penalty 2990.881187 = -1168028.665712
  nChanged 116
		SP:Iteration 71Q (106818.070000 sec): 3 clusters
  Score: Raw -1171051.568371 + Penalty 2990.881187 = -1168060.687184
  nChanged 122
		SP:Iteration 72Q (106818.230000 sec): 3 clusters
  Score: Raw -1171091.473026 + Penalty 2990.881187 = -1168100.591839
  nChanged 144
		SP:Iteration 73Q (106818.370000 sec): 3 clusters
  Score: Raw -1171143.453659 + Penalty 2990.881187 = -1168152.572472
  nChanged 145
		SP:Iteration 74Q (106818.500000 sec): 3 clusters
  Score: Raw -1171195.212427 + Penalty 2990.881187 = -1168204.331240
  nChanged 135
		SP:Iteration 75Q (106818.670000 sec): 3 clusters
  Score: Raw -1171239.432499 + Penalty 2990.881187 = -1168248.551312
  nChanged 138
		SP:Iteration 76Q (106818.810000 sec): 3 clusters
  Score: Raw -1171289.991602 + Penalty 2990.881187 = -1168299.110415
  nChanged 142
		SP:Iteration 77Q (106818.930000 sec): 3 clusters
  Score: Raw -1171341.525541 + Penalty 2990.881187 = -1168350.644354
  nChanged 126
		SP:Iteration 78Q (106819.070000 sec): 3 clusters
  Score: Raw -1171389.374038 + Penalty 2990.881187 = -1168398.492850
  nChanged 127
		SP:Iteration 79Q (106819.230000 sec): 3 clusters
  Score: Raw -1171433.602039 + Penalty 2990.881187 = -1168442.720852
  nChanged 115
		SP:Iteration 80F (106819.400000 sec): 3 clusters
  Score: Raw -1171472.464526 + Penalty 2990.881187 = -1168481.583339
  nChanged 119
		SP:Iteration 81Q (106819.530000 sec): 3 clusters
  Score: Raw -1171513.542660 + Penalty 2990.881187 = -1168522.661473
  nChanged 115
		SP:Iteration 82Q (106819.670000 sec): 3 clusters
  Score: Raw -1171553.901910 + Penalty 2990.881187 = -1168563.020723
  nChanged 103
		SP:Iteration 83Q (106819.820000 sec): 3 clusters
  Score: Raw -1171593.792526 + Penalty 2990.881187 = -1168602.911339
  nChanged 107
		SP:Iteration 84Q (106819.980000 sec): 3 clusters
  Score: Raw -1171634.875101 + Penalty 2990.881187 = -1168643.993914
  nChanged 94
		SP:Iteration 85Q (106820.120000 sec): 3 clusters
  Score: Raw -1171669.465226 + Penalty 2990.881187 = -1168678.584039
  nChanged 106
		SP:Iteration 86Q (106820.250000 sec): 3 clusters
  Score: Raw -1171713.349140 + Penalty 2990.881187 = -1168722.467953
  nChanged 98
		SP:Iteration 87Q (106820.410000 sec): 3 clusters
  Score: Raw -1171757.964758 + Penalty 2990.881187 = -1168767.083570
  nChanged 98
		SP:Iteration 88Q (106820.570000 sec): 3 clusters
  Score: Raw -1171795.129340 + Penalty 2990.881187 = -1168804.248153
  nChanged 81
		SP:Iteration 89Q (106820.710000 sec): 3 clusters
  Score: Raw -1171821.993765 + Penalty 2990.881187 = -1168831.112578
  nChanged 69
		SP:Iteration 90Q (106820.830000 sec): 3 clusters
  Score: Raw -1171841.497632 + Penalty 2990.881187 = -1168850.616445
  nChanged 53
		SP:Iteration 91Q (106820.980000 sec): 3 clusters
  Score: Raw -1171859.120341 + Penalty 2990.881187 = -1168868.239154
  nChanged 54
		SP:Iteration 92Q (106821.140000 sec): 3 clusters
  Score: Raw -1171875.677085 + Penalty 2990.881187 = -1168884.795897
  nChanged 45
		SP:Iteration 93Q (106821.290000 sec): 3 clusters
  Score: Raw -1171890.523556 + Penalty 2990.881187 = -1168899.642369
  nChanged 41
		SP:Iteration 94Q (106821.410000 sec): 3 clusters
  Score: Raw -1171903.987388 + Penalty 2990.881187 = -1168913.106201
  nChanged 35
		SP:Iteration 95Q (106821.540000 sec): 3 clusters
  Score: Raw -1171914.679825 + Penalty 2990.881187 = -1168923.798637
  nChanged 31
		SP:Iteration 96Q (106821.700000 sec): 3 clusters
  Score: Raw -1171924.899208 + Penalty 2990.881187 = -1168934.018021
  nChanged 34
		SP:Iteration 97Q (106821.860000 sec): 3 clusters
  Score: Raw -1171937.912441 + Penalty 2990.881187 = -1168947.031254
  nChanged 43
		SP:Iteration 98Q (106821.990000 sec): 3 clusters
  Score: Raw -1171953.649595 + Penalty 2990.881187 = -1168962.768408
  nChanged 43
		SP:Iteration 99Q (106822.120000 sec): 3 clusters
  Score: Raw -1171968.048423 + Penalty 2990.881187 = -1168977.167236
  nChanged 28
		SP:Iteration 100F (106822.270000 sec): 3 clusters
  Score: Raw -1171979.324160 + Penalty 2990.881187 = -1168988.442973
  nChanged 31
		SP:Iteration 101Q (106822.430000 sec): 3 clusters
  Score: Raw -1171990.691699 + Penalty 2990.881187 = -1168999.810512
  nChanged 32
		SP:Iteration 102Q (106822.570000 sec): 3 clusters
  Score: Raw -1172001.114681 + Penalty 2990.881187 = -1169010.233494
  nChanged 18
		SP:Iteration 103Q (106822.690000 sec): 3 clusters
  Score: Raw -1172007.728647 + Penalty 2990.881187 = -1169016.847460
  nChanged 17
		SP:Iteration 104Q (106822.820000 sec): 3 clusters
  Score: Raw -1172012.090686 + Penalty 2990.881187 = -1169021.209499
  nChanged 15
		SP:Iteration 105Q (106822.980000 sec): 3 clusters
  Score: Raw -1172015.639703 + Penalty 2990.881187 = -1169024.758516
  nChanged 8
		SP:Iteration 106Q (106823.140000 sec): 3 clusters
  Score: Raw -1172017.572557 + Penalty 2990.881187 = -1169026.691370
  nChanged 6
		SP:Iteration 107Q (106823.280000 sec): 3 clusters
  Score: Raw -1172019.585747 + Penalty 2990.881187 = -1169028.704560
  nChanged 9
		SP:Iteration 108Q (106823.400000 sec): 3 clusters
  Score: Raw -1172022.428095 + Penalty 2990.881187 = -1169031.546908
  nChanged 3
		SP:Iteration 109Q (106823.550000 sec): 3 clusters
  Score: Raw -1172023.385034 + Penalty 2990.881187 = -1169032.503847
  nChanged 4
		SP:Iteration 110Q (106823.710000 sec): 3 clusters
  Score: Raw -1172024.233725 + Penalty 2990.881187 = -1169033.352538
  nChanged 4
		SP:Iteration 111Q (106823.870000 sec): 3 clusters
  Score: Raw -1172025.061437 + Penalty 2990.881187 = -1169034.180250
  nChanged 6
		SP:Iteration 112Q (106824.000000 sec): 3 clusters
  Score: Raw -1172027.237935 + Penalty 2990.881187 = -1169036.356748
  nChanged 10
		SP:Iteration 113Q (106824.130000 sec): 3 clusters
  Score: Raw -1172029.780387 + Penalty 2990.881187 = -1169038.899200
  nChanged 7
		SP:Iteration 114Q (106824.290000 sec): 3 clusters
  Score: Raw -1172031.286083 + Penalty 2990.881187 = -1169040.404896
  nChanged 5
		SP:Iteration 115Q (106824.450000 sec): 3 clusters
  Score: Raw -1172032.478433 + Penalty 2990.881187 = -1169041.597246
  nChanged 7
		SP:Iteration 116Q (106824.590000 sec): 3 clusters
  Score: Raw -1172034.744832 + Penalty 2990.881187 = -1169043.863645
  nChanged 6
		SP:Iteration 117Q (106824.710000 sec): 3 clusters
  Score: Raw -1172036.251661 + Penalty 2990.881187 = -1169045.370473
  nChanged 7
		SP:Iteration 118Q (106824.870000 sec): 3 clusters
  Score: Raw -1172038.594999 + Penalty 2990.881187 = -1169047.713812
  nChanged 3
		SP:Iteration 119Q (106825.030000 sec): 3 clusters
  Score: Raw -1172039.418084 + Penalty 2990.881187 = -1169048.536897
  nChanged 0
		SP:Iteration 120F (106825.180000 sec): 3 clusters
  Score: Raw -1172039.418084 + Penalty 2990.881187 = -1169048.536897
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 115 (2338 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106825.240000 sec): 2 clusters
  Score: Raw -257736.148478 + Penalty 1260.520811 = -256475.627667
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106825.290000 sec): 3 clusters
  Score: Raw -256733.334289 + Penalty 2521.041621 = -254212.292668
  nChanged 887
		SP:Iteration 1F (106825.340000 sec): 3 clusters
  Score: Raw -257562.073070 + Penalty 2521.041621 = -255041.031449
  nChanged 289
		SP:Iteration 2F (106825.380000 sec): 3 clusters
  Score: Raw -257997.171965 + Penalty 2521.041621 = -255476.130344
  nChanged 192
		SP:Iteration 3F (106825.430000 sec): 3 clusters
  Score: Raw -258255.812171 + Penalty 2521.041621 = -255734.770550
  nChanged 144
		SP:Iteration 4F (106825.480000 sec): 3 clusters
  Score: Raw -258422.729463 + Penalty 2521.041621 = -255901.687842
  nChanged 93
		SP:Iteration 5Q (106825.520000 sec): 3 clusters
  Score: Raw -258499.180465 + Penalty 2521.041621 = -255978.138844
  nChanged 70
		SP:Iteration 6Q (106825.560000 sec): 3 clusters
  Score: Raw -258542.172222 + Penalty 2521.041621 = -256021.130601
  nChanged 38
		SP:Iteration 7Q (106825.600000 sec): 3 clusters
  Score: Raw -258562.281474 + Penalty 2521.041621 = -256041.239853
  nChanged 31
		SP:Iteration 8Q (106825.640000 sec): 3 clusters
  Score: Raw -258581.592673 + Penalty 2521.041621 = -256060.551052
  nChanged 28
		SP:Iteration 9Q (106825.680000 sec): 3 clusters
  Score: Raw -258600.441705 + Penalty 2521.041621 = -256079.400083
  nChanged 20
		SP:Iteration 10Q (106825.730000 sec): 3 clusters
  Score: Raw -258616.797637 + Penalty 2521.041621 = -256095.756016
  nChanged 30
		SP:Iteration 11Q (106825.770000 sec): 3 clusters
  Score: Raw -258635.611802 + Penalty 2521.041621 = -256114.570180
  nChanged 17
		SP:Iteration 12Q (106825.800000 sec): 3 clusters
  Score: Raw -258643.959947 + Penalty 2521.041621 = -256122.918325
  nChanged 10
		SP:Iteration 13Q (106825.850000 sec): 3 clusters
  Score: Raw -258648.887495 + Penalty 2521.041621 = -256127.845873
  nChanged 5
		SP:Iteration 14Q (106825.890000 sec): 3 clusters
  Score: Raw -258650.416885 + Penalty 2521.041621 = -256129.375264
  nChanged 2
		SP:Iteration 15Q (106825.930000 sec): 3 clusters
  Score: Raw -258651.199703 + Penalty 2521.041621 = -256130.158082
  nChanged 4
		SP:Iteration 16Q (106825.970000 sec): 3 clusters
  Score: Raw -258653.052613 + Penalty 2521.041621 = -256132.010992
  nChanged 3
		SP:Iteration 17Q (106826.020000 sec): 3 clusters
  Score: Raw -258653.747600 + Penalty 2521.041621 = -256132.705979
  nChanged 0
		SP:Iteration 18F (106826.060000 sec): 3 clusters
  Score: Raw -258653.747600 + Penalty 2521.041621 = -256132.705979
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 116 (2435 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106826.120000 sec): 2 clusters
  Score: Raw -273184.042975 + Penalty 1267.126581 = -271916.916394
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106826.170000 sec): 3 clusters
  Score: Raw -272047.808803 + Penalty 2534.253162 = -269513.555641
  nChanged 907
		SP:Iteration 1F (106826.220000 sec): 3 clusters
  Score: Raw -272574.116809 + Penalty 2534.253162 = -270039.863648
  nChanged 190
		SP:Iteration 2F (106826.260000 sec): 3 clusters
  Score: Raw -272712.962782 + Penalty 2534.253162 = -270178.709621
  nChanged 137
		SP:Iteration 3F (106826.310000 sec): 3 clusters
  Score: Raw -272822.588186 + Penalty 2534.253162 = -270288.335024
  nChanged 136
		SP:Iteration 4F (106826.350000 sec): 3 clusters
  Score: Raw -272932.938081 + Penalty 2534.253162 = -270398.684919
  nChanged 121
		SP:Iteration 5Q (106826.400000 sec): 3 clusters
  Score: Raw -273029.639159 + Penalty 2534.253162 = -270495.385997
  nChanged 98
		SP:Iteration 6Q (106826.440000 sec): 3 clusters
  Score: Raw -273110.908949 + Penalty 2534.253162 = -270576.655788
  nChanged 89
		SP:Iteration 7Q (106826.490000 sec): 3 clusters
  Score: Raw -273167.917656 + Penalty 2534.253162 = -270633.664495
  nChanged 67
		SP:Iteration 8Q (106826.530000 sec): 3 clusters
  Score: Raw -273208.524609 + Penalty 2534.253162 = -270674.271448
  nChanged 57
		SP:Iteration 9Q (106826.580000 sec): 3 clusters
  Score: Raw -273244.066015 + Penalty 2534.253162 = -270709.812854
  nChanged 46
		SP:Iteration 10Q (106826.620000 sec): 3 clusters
  Score: Raw -273268.573437 + Penalty 2534.253162 = -270734.320276
  nChanged 28
		SP:Iteration 11Q (106826.660000 sec): 3 clusters
  Score: Raw -273280.721322 + Penalty 2534.253162 = -270746.468160
  nChanged 15
		SP:Iteration 12Q (106826.710000 sec): 3 clusters
  Score: Raw -273285.990242 + Penalty 2534.253162 = -270751.737081
  nChanged 15
		SP:Iteration 13Q (106826.760000 sec): 3 clusters
  Score: Raw -273293.380328 + Penalty 2534.253162 = -270759.127166
  nChanged 18
		SP:Iteration 14Q (106826.800000 sec): 3 clusters
  Score: Raw -273302.736738 + Penalty 2534.253162 = -270768.483576
  nChanged 19
		SP:Iteration 15Q (106826.840000 sec): 3 clusters
  Score: Raw -273312.532497 + Penalty 2534.253162 = -270778.279335
  nChanged 17
		SP:Iteration 16Q (106826.890000 sec): 3 clusters
  Score: Raw -273319.437085 + Penalty 2534.253162 = -270785.183923
  nChanged 9
		SP:Iteration 17Q (106826.930000 sec): 3 clusters
  Score: Raw -273323.684089 + Penalty 2534.253162 = -270789.430928
  nChanged 8
		SP:Iteration 18Q (106826.980000 sec): 3 clusters
  Score: Raw -273326.871965 + Penalty 2534.253162 = -270792.618804
  nChanged 6
		SP:Iteration 19Q (106827.020000 sec): 3 clusters
  Score: Raw -273329.316810 + Penalty 2534.253162 = -270795.063649
  nChanged 8
		SP:Iteration 20F (106827.060000 sec): 3 clusters
  Score: Raw -273332.741627 + Penalty 2534.253162 = -270798.488465
  nChanged 7
		SP:Iteration 21Q (106827.110000 sec): 3 clusters
  Score: Raw -273335.815393 + Penalty 2534.253162 = -270801.562232
  nChanged 9
		SP:Iteration 22Q (106827.150000 sec): 3 clusters
  Score: Raw -273340.421294 + Penalty 2534.253162 = -270806.168132
  nChanged 8
		SP:Iteration 23Q (106827.200000 sec): 3 clusters
  Score: Raw -273344.805884 + Penalty 2534.253162 = -270810.552722
  nChanged 4
		SP:Iteration 24Q (106827.240000 sec): 3 clusters
  Score: Raw -273346.042858 + Penalty 2534.253162 = -270811.789696
  nChanged 6
		SP:Iteration 25Q (106827.290000 sec): 3 clusters
  Score: Raw -273347.466241 + Penalty 2534.253162 = -270813.213080
  nChanged 2
		SP:Iteration 26Q (106827.330000 sec): 3 clusters
  Score: Raw -273347.914306 + Penalty 2534.253162 = -270813.661144
  nChanged 0
		SP:Iteration 27F (106827.380000 sec): 3 clusters
  Score: Raw -273347.914306 + Penalty 2534.253162 = -270813.661144
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 117 (3299 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106827.450000 sec): 2 clusters
  Score: Raw -369398.394846 + Penalty 1316.473384 = -368081.921461
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106827.510000 sec): 3 clusters
  Score: Raw -367755.204526 + Penalty 2632.946768 = -365122.257758
  nChanged 1304
		SP:Iteration 1F (106827.570000 sec): 3 clusters
  Score: Raw -368530.695151 + Penalty 2632.946768 = -365897.748383
  nChanged 272
		SP:Iteration 2F (106827.630000 sec): 3 clusters
  Score: Raw -368724.774358 + Penalty 2632.946768 = -366091.827590
  nChanged 199
		SP:Iteration 3F (106827.690000 sec): 3 clusters
  Score: Raw -368865.354100 + Penalty 2632.946768 = -366232.407332
  nChanged 165
		SP:Iteration 4F (106827.750000 sec): 3 clusters
  Score: Raw -368963.893106 + Penalty 2632.946768 = -366330.946338
  nChanged 122
		SP:Iteration 5Q (106827.810000 sec): 3 clusters
  Score: Raw -369026.081944 + Penalty 2632.946768 = -366393.135175
  nChanged 100
		SP:Iteration 6Q (106827.870000 sec): 3 clusters
  Score: Raw -369081.092265 + Penalty 2632.946768 = -366448.145497
  nChanged 98
		SP:Iteration 7Q (106827.930000 sec): 3 clusters
  Score: Raw -369139.469512 + Penalty 2632.946768 = -366506.522744
  nChanged 83
		SP:Iteration 8Q (106827.990000 sec): 3 clusters
  Score: Raw -369182.659966 + Penalty 2632.946768 = -366549.713198
  nChanged 79
		SP:Iteration 9Q (106828.050000 sec): 3 clusters
  Score: Raw -369231.622530 + Penalty 2632.946768 = -366598.675762
  nChanged 70
		SP:Iteration 10Q (106828.110000 sec): 3 clusters
  Score: Raw -369265.786056 + Penalty 2632.946768 = -366632.839288
  nChanged 60
		SP:Iteration 11Q (106828.170000 sec): 3 clusters
  Score: Raw -369297.439169 + Penalty 2632.946768 = -366664.492401
  nChanged 49
		SP:Iteration 12Q (106828.230000 sec): 3 clusters
  Score: Raw -369319.214700 + Penalty 2632.946768 = -366686.267932
  nChanged 42
		SP:Iteration 13Q (106828.290000 sec): 3 clusters
  Score: Raw -369341.602621 + Penalty 2632.946768 = -366708.655853
  nChanged 40
		SP:Iteration 14Q (106828.350000 sec): 3 clusters
  Score: Raw -369363.653194 + Penalty 2632.946768 = -366730.706425
  nChanged 33
		SP:Iteration 15Q (106828.410000 sec): 3 clusters
  Score: Raw -369378.735281 + Penalty 2632.946768 = -366745.788513
  nChanged 28
		SP:Iteration 16Q (106828.470000 sec): 3 clusters
  Score: Raw -369392.308298 + Penalty 2632.946768 = -366759.361530
  nChanged 27
		SP:Iteration 17Q (106828.530000 sec): 3 clusters
  Score: Raw -369404.041616 + Penalty 2632.946768 = -366771.094848
  nChanged 23
		SP:Iteration 18Q (106828.590000 sec): 3 clusters
  Score: Raw -369413.645925 + Penalty 2632.946768 = -366780.699157
  nChanged 20
		SP:Iteration 19Q (106828.650000 sec): 3 clusters
  Score: Raw -369422.256899 + Penalty 2632.946768 = -366789.310131
  nChanged 14
		SP:Iteration 20F (106828.710000 sec): 3 clusters
  Score: Raw -369428.527036 + Penalty 2632.946768 = -366795.580268
  nChanged 16
		SP:Iteration 21Q (106828.770000 sec): 3 clusters
  Score: Raw -369435.344468 + Penalty 2632.946768 = -366802.397700
  nChanged 13
		SP:Iteration 22Q (106828.830000 sec): 3 clusters
  Score: Raw -369439.905144 + Penalty 2632.946768 = -366806.958376
  nChanged 10
		SP:Iteration 23Q (106828.890000 sec): 3 clusters
  Score: Raw -369444.113729 + Penalty 2632.946768 = -366811.166960
  nChanged 12
		SP:Iteration 24Q (106828.950000 sec): 3 clusters
  Score: Raw -369449.167254 + Penalty 2632.946768 = -366816.220486
  nChanged 11
		SP:Iteration 25Q (106829.010000 sec): 3 clusters
  Score: Raw -369457.109080 + Penalty 2632.946768 = -366824.162312
  nChanged 13
		SP:Iteration 26Q (106829.070000 sec): 3 clusters
  Score: Raw -369463.882361 + Penalty 2632.946768 = -366830.935592
  nChanged 5
		SP:Iteration 27Q (106829.130000 sec): 3 clusters
  Score: Raw -369467.266067 + Penalty 2632.946768 = -366834.319299
  nChanged 7
		SP:Iteration 28Q (106829.190000 sec): 3 clusters
  Score: Raw -369470.507129 + Penalty 2632.946768 = -366837.560360
  nChanged 11
		SP:Iteration 29Q (106829.240000 sec): 3 clusters
  Score: Raw -369478.741259 + Penalty 2632.946768 = -366845.794491
  nChanged 17
		SP:Iteration 30Q (106829.300000 sec): 3 clusters
  Score: Raw -369488.113369 + Penalty 2632.946768 = -366855.166601
  nChanged 11
		SP:Iteration 31Q (106829.360000 sec): 3 clusters
  Score: Raw -369493.586120 + Penalty 2632.946768 = -366860.639352
  nChanged 8
		SP:Iteration 32Q (106829.420000 sec): 3 clusters
  Score: Raw -369496.680712 + Penalty 2632.946768 = -366863.733944
  nChanged 3
		SP:Iteration 33Q (106829.480000 sec): 3 clusters
  Score: Raw -369498.305618 + Penalty 2632.946768 = -366865.358850
  nChanged 4
		SP:Iteration 34Q (106829.540000 sec): 3 clusters
  Score: Raw -369499.519238 + Penalty 2632.946768 = -366866.572470
  nChanged 6
		SP:Iteration 35Q (106829.600000 sec): 3 clusters
  Score: Raw -369501.905588 + Penalty 2632.946768 = -366868.958820
  nChanged 6
		SP:Iteration 36Q (106829.660000 sec): 3 clusters
  Score: Raw -369504.076328 + Penalty 2632.946768 = -366871.129560
  nChanged 4
		SP:Iteration 37Q (106829.720000 sec): 3 clusters
  Score: Raw -369505.859274 + Penalty 2632.946768 = -366872.912506
  nChanged 3
		SP:Iteration 38Q (106829.780000 sec): 3 clusters
  Score: Raw -369507.674152 + Penalty 2632.946768 = -366874.727384
  nChanged 2
		SP:Iteration 39Q (106829.840000 sec): 3 clusters
  Score: Raw -369508.248596 + Penalty 2632.946768 = -366875.301828
  nChanged 4
		SP:Iteration 40F (106829.900000 sec): 3 clusters
  Score: Raw -369510.192083 + Penalty 2632.946768 = -366877.245315
  nChanged 5
		SP:Iteration 41Q (106829.960000 sec): 3 clusters
  Score: Raw -369511.863554 + Penalty 2632.946768 = -366878.916785
  nChanged 5
		SP:Iteration 42Q (106830.020000 sec): 3 clusters
  Score: Raw -369514.818839 + Penalty 2632.946768 = -366881.872070
  nChanged 3
		SP:Iteration 43Q (106830.080000 sec): 3 clusters
  Score: Raw -369516.663368 + Penalty 2632.946768 = -366883.716600
  nChanged 5
		SP:Iteration 44Q (106830.140000 sec): 3 clusters
  Score: Raw -369519.469619 + Penalty 2632.946768 = -366886.522851
  nChanged 6
		SP:Iteration 45Q (106830.200000 sec): 3 clusters
  Score: Raw -369521.869458 + Penalty 2632.946768 = -366888.922690
  nChanged 2
		SP:Iteration 46Q (106830.260000 sec): 3 clusters
  Score: Raw -369522.497163 + Penalty 2632.946768 = -366889.550395
  nChanged 0
		SP:Iteration 47F (106830.320000 sec): 3 clusters
  Score: Raw -369522.497163 + Penalty 2632.946768 = -366889.550395
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 118 (50428 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106830.720000 sec): 2 clusters
  Score: Raw -6331577.809730 + Penalty 1759.599051 = -6329818.210678
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106831.270000 sec): 3 clusters
  Score: Raw -6299644.786644 + Penalty 3519.198103 = -6296125.588541
  nChanged 23698
		SP:Iteration 1F (106831.820000 sec): 3 clusters
  Score: Raw -6312935.571270 + Penalty 3519.198103 = -6309416.373167
  nChanged 2015
		SP:Iteration 2Q (106832.380000 sec): 3 clusters
  Score: Raw -6313546.214791 + Penalty 3519.198103 = -6310027.016688
  nChanged 2089
		SP:Iteration 3Q (106832.930000 sec): 3 clusters
  Score: Raw -6314302.050589 + Penalty 3519.198103 = -6310782.852486
  nChanged 2333
		SP:Iteration 4Q (106833.480000 sec): 3 clusters
  Score: Raw -6315372.969628 + Penalty 3519.198103 = -6311853.771525
  nChanged 2826
		SP:Iteration 5F (106834.040000 sec): 3 clusters
  Score: Raw -6316845.370884 + Penalty 3519.198103 = -6313326.172781
  nChanged 2999
		SP:Iteration 6F (106834.590000 sec): 3 clusters
  Score: Raw -6318528.207072 + Penalty 3519.198103 = -6315009.008970
  nChanged 3065
		SP:Iteration 7F (106835.150000 sec): 3 clusters
  Score: Raw -6320370.203984 + Penalty 3519.198103 = -6316851.005881
  nChanged 2913
		SP:Iteration 8F (106835.700000 sec): 3 clusters
  Score: Raw -6322149.634727 + Penalty 3519.198103 = -6318630.436624
  nChanged 2666
		SP:Iteration 9F (106836.260000 sec): 3 clusters
  Score: Raw -6323703.253123 + Penalty 3519.198103 = -6320184.055020
  nChanged 2345
		SP:Iteration 10Q (106836.800000 sec): 3 clusters
  Score: Raw -6324928.509295 + Penalty 3519.198103 = -6321409.311192
  nChanged 2001
		SP:Iteration 11Q (106837.300000 sec): 3 clusters
  Score: Raw -6325850.304905 + Penalty 3519.198103 = -6322331.106802
  nChanged 1819
		SP:Iteration 12Q (106837.820000 sec): 3 clusters
  Score: Raw -6326626.426994 + Penalty 3519.198103 = -6323107.228891
  nChanged 1759
		SP:Iteration 13Q (106838.360000 sec): 3 clusters
  Score: Raw -6327346.740606 + Penalty 3519.198103 = -6323827.542503
  nChanged 1719
		SP:Iteration 14Q (106838.900000 sec): 3 clusters
  Score: Raw -6328047.836517 + Penalty 3519.198103 = -6324528.638414
  nChanged 1655
		SP:Iteration 15Q (106839.380000 sec): 3 clusters
  Score: Raw -6328724.536436 + Penalty 3519.198103 = -6325205.338333
  nChanged 1534
		SP:Iteration 16Q (106839.880000 sec): 3 clusters
  Score: Raw -6329339.537803 + Penalty 3519.198103 = -6325820.339700
  nChanged 1374
		SP:Iteration 17Q (106840.360000 sec): 3 clusters
  Score: Raw -6329871.227230 + Penalty 3519.198103 = -6326352.029127
  nChanged 1218
		SP:Iteration 18Q (106840.850000 sec): 3 clusters
  Score: Raw -6330336.741238 + Penalty 3519.198103 = -6326817.543135
  nChanged 1034
		SP:Iteration 19Q (106841.330000 sec): 3 clusters
  Score: Raw -6330713.380280 + Penalty 3519.198103 = -6327194.182177
  nChanged 838
		SP:Iteration 20F (106841.880000 sec): 3 clusters
  Score: Raw -6331007.677201 + Penalty 3519.198103 = -6327488.479098
  nChanged 678
		SP:Iteration 21Q (106842.390000 sec): 3 clusters
  Score: Raw -6331231.121475 + Penalty 3519.198103 = -6327711.923372
  nChanged 512
		SP:Iteration 22Q (106842.850000 sec): 3 clusters
  Score: Raw -6331391.913919 + Penalty 3519.198103 = -6327872.715816
  nChanged 408
		SP:Iteration 23Q (106843.350000 sec): 3 clusters
  Score: Raw -6331512.755171 + Penalty 3519.198103 = -6327993.557068
  nChanged 362
		SP:Iteration 24Q (106843.810000 sec): 3 clusters
  Score: Raw -6331622.155893 + Penalty 3519.198103 = -6328102.957790
  nChanged 283
		SP:Iteration 25Q (106844.290000 sec): 3 clusters
  Score: Raw -6331706.624245 + Penalty 3519.198103 = -6328187.426142
  nChanged 237
		SP:Iteration 26Q (106844.770000 sec): 3 clusters
  Score: Raw -6331775.834554 + Penalty 3519.198103 = -6328256.636451
  nChanged 195
		SP:Iteration 27Q (106845.220000 sec): 3 clusters
  Score: Raw -6331830.948553 + Penalty 3519.198103 = -6328311.750450
  nChanged 159
		SP:Iteration 28Q (106845.720000 sec): 3 clusters
  Score: Raw -6331877.245452 + Penalty 3519.198103 = -6328358.047349
  nChanged 130
		SP:Iteration 29Q (106846.190000 sec): 3 clusters
  Score: Raw -6331914.738881 + Penalty 3519.198103 = -6328395.540778
  nChanged 121
		SP:Iteration 30Q (106846.650000 sec): 3 clusters
  Score: Raw -6331949.937059 + Penalty 3519.198103 = -6328430.738956
  nChanged 102
		SP:Iteration 31Q (106847.140000 sec): 3 clusters
  Score: Raw -6331977.727514 + Penalty 3519.198103 = -6328458.529411
  nChanged 77
		SP:Iteration 32Q (106847.590000 sec): 3 clusters
  Score: Raw -6331999.055666 + Penalty 3519.198103 = -6328479.857563
  nChanged 74
		SP:Iteration 33Q (106848.050000 sec): 3 clusters
  Score: Raw -6332017.536034 + Penalty 3519.198103 = -6328498.337931
  nChanged 68
		SP:Iteration 34Q (106848.540000 sec): 3 clusters
  Score: Raw -6332033.510771 + Penalty 3519.198103 = -6328514.312668
  nChanged 56
		SP:Iteration 35Q (106849.010000 sec): 3 clusters
  Score: Raw -6332045.699395 + Penalty 3519.198103 = -6328526.501292
  nChanged 33
		SP:Iteration 36Q (106849.460000 sec): 3 clusters
  Score: Raw -6332052.462574 + Penalty 3519.198103 = -6328533.264471
  nChanged 32
		SP:Iteration 37Q (106849.960000 sec): 3 clusters
  Score: Raw -6332058.327200 + Penalty 3519.198103 = -6328539.129097
  nChanged 21
		SP:Iteration 38Q (106850.410000 sec): 3 clusters
  Score: Raw -6332062.007230 + Penalty 3519.198103 = -6328542.809127
  nChanged 18
		SP:Iteration 39Q (106850.860000 sec): 3 clusters
  Score: Raw -6332065.119134 + Penalty 3519.198103 = -6328545.921031
  nChanged 14
		SP:Iteration 40F (106851.420000 sec): 3 clusters
  Score: Raw -6332067.466762 + Penalty 3519.198103 = -6328548.268659
  nChanged 11
		SP:Iteration 41Q (106851.860000 sec): 3 clusters
  Score: Raw -6332069.352448 + Penalty 3519.198103 = -6328550.154345
  nChanged 10
		SP:Iteration 42Q (106852.360000 sec): 3 clusters
  Score: Raw -6332070.778789 + Penalty 3519.198103 = -6328551.580686
  nChanged 10
		SP:Iteration 43Q (106852.810000 sec): 3 clusters
  Score: Raw -6332072.557760 + Penalty 3519.198103 = -6328553.359657
  nChanged 14
		SP:Iteration 44Q (106853.260000 sec): 3 clusters
  Score: Raw -6332074.864899 + Penalty 3519.198103 = -6328555.666796
  nChanged 7
		SP:Iteration 45Q (106853.750000 sec): 3 clusters
  Score: Raw -6332075.814697 + Penalty 3519.198103 = -6328556.616594
  nChanged 6
		SP:Iteration 46Q (106854.220000 sec): 3 clusters
  Score: Raw -6332077.092113 + Penalty 3519.198103 = -6328557.894010
  nChanged 7
		SP:Iteration 47Q (106854.670000 sec): 3 clusters
  Score: Raw -6332078.544283 + Penalty 3519.198103 = -6328559.346180
  nChanged 8
		SP:Iteration 48Q (106855.160000 sec): 3 clusters
  Score: Raw -6332079.757657 + Penalty 3519.198103 = -6328560.559554
  nChanged 6
		SP:Iteration 49Q (106855.630000 sec): 3 clusters
  Score: Raw -6332080.869690 + Penalty 3519.198103 = -6328561.671587
  nChanged 9
		SP:Iteration 50Q (106856.080000 sec): 3 clusters
  Score: Raw -6332082.398327 + Penalty 3519.198103 = -6328563.200224
  nChanged 10
		SP:Iteration 51Q (106856.570000 sec): 3 clusters
  Score: Raw -6332084.318219 + Penalty 3519.198103 = -6328565.120116
  nChanged 12
		SP:Iteration 52Q (106857.020000 sec): 3 clusters
  Score: Raw -6332086.814317 + Penalty 3519.198103 = -6328567.616214
  nChanged 9
		SP:Iteration 53Q (106857.470000 sec): 3 clusters
  Score: Raw -6332088.613920 + Penalty 3519.198103 = -6328569.415817
  nChanged 12
		SP:Iteration 54Q (106857.960000 sec): 3 clusters
  Score: Raw -6332091.366093 + Penalty 3519.198103 = -6328572.167990
  nChanged 17
		SP:Iteration 55Q (106858.430000 sec): 3 clusters
  Score: Raw -6332094.784400 + Penalty 3519.198103 = -6328575.586297
  nChanged 16
		SP:Iteration 56Q (106858.880000 sec): 3 clusters
  Score: Raw -6332097.890753 + Penalty 3519.198103 = -6328578.692650
  nChanged 8
		SP:Iteration 57Q (106859.370000 sec): 3 clusters
  Score: Raw -6332099.160851 + Penalty 3519.198103 = -6328579.962748
  nChanged 11
		SP:Iteration 58Q (106859.840000 sec): 3 clusters
  Score: Raw -6332101.093940 + Penalty 3519.198103 = -6328581.895837
  nChanged 7
		SP:Iteration 59Q (106860.290000 sec): 3 clusters
  Score: Raw -6332102.135972 + Penalty 3519.198103 = -6328582.937869
  nChanged 7
		SP:Iteration 60F (106860.840000 sec): 3 clusters
  Score: Raw -6332103.631489 + Penalty 3519.198103 = -6328584.433386
  nChanged 10
		SP:Iteration 61Q (106861.340000 sec): 3 clusters
  Score: Raw -6332106.223063 + Penalty 3519.198103 = -6328587.024960
  nChanged 10
		SP:Iteration 62Q (106861.810000 sec): 3 clusters
  Score: Raw -6332108.143995 + Penalty 3519.198103 = -6328588.945892
  nChanged 3
		SP:Iteration 63Q (106862.260000 sec): 3 clusters
  Score: Raw -6332108.603351 + Penalty 3519.198103 = -6328589.405248
  nChanged 6
		SP:Iteration 64Q (106862.740000 sec): 3 clusters
  Score: Raw -6332109.582595 + Penalty 3519.198103 = -6328590.384492
  nChanged 7
		SP:Iteration 65Q (106863.200000 sec): 3 clusters
  Score: Raw -6332110.811385 + Penalty 3519.198103 = -6328591.613282
  nChanged 5
		SP:Iteration 66Q (106863.650000 sec): 3 clusters
  Score: Raw -6332111.620998 + Penalty 3519.198103 = -6328592.422895
  nChanged 2
		SP:Iteration 67Q (106864.100000 sec): 3 clusters
  Score: Raw -6332111.840944 + Penalty 3519.198103 = -6328592.642841
  nChanged 0
		SP:Iteration 68F (106864.640000 sec): 3 clusters
  Score: Raw -6332111.840944 + Penalty 3519.198103 = -6328592.642841
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 119 (791 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106864.690000 sec): 2 clusters
  Score: Raw -92952.610693 + Penalty 1084.410920 = -91868.199773
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106864.710000 sec): 3 clusters
  Score: Raw -92747.250264 + Penalty 2168.821840 = -90578.428425
  nChanged 209
		SP:Iteration 1F (106864.730000 sec): 3 clusters
  Score: Raw -92953.320224 + Penalty 2168.821840 = -90784.498384
  nChanged 61
		SP:Iteration 2F (106864.750000 sec): 3 clusters
  Score: Raw -93044.209715 + Penalty 2168.821840 = -90875.387876
  nChanged 29
		SP:Iteration 3Q (106864.770000 sec): 3 clusters
  Score: Raw -93076.849246 + Penalty 2168.821840 = -90908.027406
  nChanged 14
		SP:Iteration 4Q (106864.790000 sec): 3 clusters
  Score: Raw -93094.805610 + Penalty 2168.821840 = -90925.983770
  nChanged 13
		SP:Iteration 5Q (106864.810000 sec): 3 clusters
  Score: Raw -93110.804091 + Penalty 2168.821840 = -90941.982252
  nChanged 10
		SP:Iteration 6Q (106864.820000 sec): 3 clusters
  Score: Raw -93122.246554 + Penalty 2168.821840 = -90953.424715
  nChanged 8
		SP:Iteration 7Q (106864.840000 sec): 3 clusters
  Score: Raw -93131.268120 + Penalty 2168.821840 = -90962.446280
  nChanged 5
		SP:Iteration 8Q (106864.850000 sec): 3 clusters
  Score: Raw -93134.691543 + Penalty 2168.821840 = -90965.869704
  nChanged 3
		SP:Iteration 9Q (106864.870000 sec): 3 clusters
  Score: Raw -93137.799983 + Penalty 2168.821840 = -90968.978144
  nChanged 5
		SP:Iteration 10Q (106864.880000 sec): 3 clusters
  Score: Raw -93147.575444 + Penalty 2168.821840 = -90978.753605
  nChanged 4
		SP:Iteration 11Q (106864.900000 sec): 3 clusters
  Score: Raw -93152.378341 + Penalty 2168.821840 = -90983.556501
  nChanged 5
		SP:Iteration 12Q (106864.920000 sec): 3 clusters
  Score: Raw -93160.703503 + Penalty 2168.821840 = -90991.881664
  nChanged 9
		SP:Iteration 13Q (106864.930000 sec): 3 clusters
  Score: Raw -93171.756435 + Penalty 2168.821840 = -91002.934595
  nChanged 6
		SP:Iteration 14Q (106864.940000 sec): 3 clusters
  Score: Raw -93176.402620 + Penalty 2168.821840 = -91007.580781
  nChanged 4
		SP:Iteration 15Q (106864.960000 sec): 3 clusters
  Score: Raw -93180.148642 + Penalty 2168.821840 = -91011.326802
  nChanged 3
		SP:Iteration 16Q (106864.980000 sec): 3 clusters
  Score: Raw -93183.394951 + Penalty 2168.821840 = -91014.573111
  nChanged 3
		SP:Iteration 17Q (106864.990000 sec): 3 clusters
  Score: Raw -93187.133838 + Penalty 2168.821840 = -91018.311998
  nChanged 1
		SP:Iteration 18Q (106865.000000 sec): 3 clusters
  Score: Raw -93189.331850 + Penalty 2168.821840 = -91020.510010
  nChanged 1
		SP:Iteration 19Q (106865.020000 sec): 3 clusters
  Score: Raw -93190.452679 + Penalty 2168.821840 = -91021.630839
  nChanged 1
		SP:Iteration 20F (106865.040000 sec): 3 clusters
  Score: Raw -93192.829517 + Penalty 2168.821840 = -91024.007677
  nChanged 3
		SP:Iteration 21Q (106865.050000 sec): 3 clusters
  Score: Raw -93201.390482 + Penalty 2168.821840 = -91032.568643
  nChanged 5
		SP:Iteration 22Q (106865.070000 sec): 3 clusters
  Score: Raw -93210.034231 + Penalty 2168.821840 = -91041.212391
  nChanged 5
		SP:Iteration 23Q (106865.080000 sec): 3 clusters
  Score: Raw -93216.809837 + Penalty 2168.821840 = -91047.987997
  nChanged 7
		SP:Iteration 24Q (106865.100000 sec): 3 clusters
  Score: Raw -93229.439408 + Penalty 2168.821840 = -91060.617569
  nChanged 4
		SP:Iteration 25Q (106865.110000 sec): 3 clusters
  Score: Raw -93239.486159 + Penalty 2168.821840 = -91070.664320
  nChanged 9
		SP:Iteration 26Q (106865.130000 sec): 3 clusters
  Score: Raw -93261.902086 + Penalty 2168.821840 = -91093.080246
  nChanged 7
		SP:Iteration 27Q (106865.140000 sec): 3 clusters
  Score: Raw -93278.652142 + Penalty 2168.821840 = -91109.830302
  nChanged 3
		SP:Iteration 28Q (106865.160000 sec): 3 clusters
  Score: Raw -93282.131328 + Penalty 2168.821840 = -91113.309488
  nChanged 0
		SP:Iteration 29F (106865.170000 sec): 3 clusters
  Score: Raw -93282.131328 + Penalty 2168.821840 = -91113.309488
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 120 (7027 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106865.270000 sec): 2 clusters
  Score: Raw -805379.435645 + Penalty 1439.346212 = -803940.089433
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106865.410000 sec): 3 clusters
  Score: Raw -801589.702390 + Penalty 2878.692424 = -798711.009965
  nChanged 2966
		SP:Iteration 1F (106865.520000 sec): 3 clusters
  Score: Raw -803425.788867 + Penalty 2878.692424 = -800547.096443
  nChanged 637
		SP:Iteration 2F (106865.620000 sec): 3 clusters
  Score: Raw -803973.724390 + Penalty 2878.692424 = -801095.031966
  nChanged 611
		SP:Iteration 3F (106865.720000 sec): 3 clusters
  Score: Raw -804507.491771 + Penalty 2878.692424 = -801628.799347
  nChanged 543
		SP:Iteration 4F (106865.830000 sec): 3 clusters
  Score: Raw -804941.900527 + Penalty 2878.692424 = -802063.208103
  nChanged 398
		SP:Iteration 5F (106865.940000 sec): 3 clusters
  Score: Raw -805217.922903 + Penalty 2878.692424 = -802339.230479
  nChanged 266
		SP:Iteration 6Q (106866.050000 sec): 3 clusters
  Score: Raw -805378.307356 + Penalty 2878.692424 = -802499.614931
  nChanged 184
		SP:Iteration 7Q (106866.160000 sec): 3 clusters
  Score: Raw -805482.567859 + Penalty 2878.692424 = -802603.875435
  nChanged 132
		SP:Iteration 8Q (106866.280000 sec): 3 clusters
  Score: Raw -805548.036031 + Penalty 2878.692424 = -802669.343607
  nChanged 84
		SP:Iteration 9Q (106866.400000 sec): 3 clusters
  Score: Raw -805587.945187 + Penalty 2878.692424 = -802709.252763
  nChanged 65
		SP:Iteration 10Q (106866.510000 sec): 3 clusters
  Score: Raw -805619.902967 + Penalty 2878.692424 = -802741.210543
  nChanged 59
		SP:Iteration 11Q (106866.630000 sec): 3 clusters
  Score: Raw -805650.895114 + Penalty 2878.692424 = -802772.202690
  nChanged 49
		SP:Iteration 12Q (106866.750000 sec): 3 clusters
  Score: Raw -805672.531765 + Penalty 2878.692424 = -802793.839341
  nChanged 43
		SP:Iteration 13Q (106866.870000 sec): 3 clusters
  Score: Raw -805691.995160 + Penalty 2878.692424 = -802813.302736
  nChanged 35
		SP:Iteration 14Q (106866.990000 sec): 3 clusters
  Score: Raw -805708.412143 + Penalty 2878.692424 = -802829.719719
  nChanged 28
		SP:Iteration 15Q (106867.100000 sec): 3 clusters
  Score: Raw -805723.621277 + Penalty 2878.692424 = -802844.928853
  nChanged 33
		SP:Iteration 16Q (106867.220000 sec): 3 clusters
  Score: Raw -805741.004795 + Penalty 2878.692424 = -802862.312371
  nChanged 31
		SP:Iteration 17Q (106867.330000 sec): 3 clusters
  Score: Raw -805758.437029 + Penalty 2878.692424 = -802879.744605
  nChanged 35
		SP:Iteration 18Q (106867.450000 sec): 3 clusters
  Score: Raw -805772.565742 + Penalty 2878.692424 = -802893.873318
  nChanged 18
		SP:Iteration 19Q (106867.570000 sec): 3 clusters
  Score: Raw -805781.234723 + Penalty 2878.692424 = -802902.542299
  nChanged 19
		SP:Iteration 20F (106867.690000 sec): 3 clusters
  Score: Raw -805788.312599 + Penalty 2878.692424 = -802909.620175
  nChanged 10
		SP:Iteration 21Q (106867.800000 sec): 3 clusters
  Score: Raw -805791.748499 + Penalty 2878.692424 = -802913.056075
  nChanged 12
		SP:Iteration 22Q (106867.910000 sec): 3 clusters
  Score: Raw -805795.398038 + Penalty 2878.692424 = -802916.705614
  nChanged 8
		SP:Iteration 23Q (106868.030000 sec): 3 clusters
  Score: Raw -805799.429733 + Penalty 2878.692424 = -802920.737309
  nChanged 11
		SP:Iteration 24Q (106868.140000 sec): 3 clusters
  Score: Raw -805804.597647 + Penalty 2878.692424 = -802925.905223
  nChanged 12
		SP:Iteration 25Q (106868.260000 sec): 3 clusters
  Score: Raw -805808.856896 + Penalty 2878.692424 = -802930.164472
  nChanged 7
		SP:Iteration 26Q (106868.370000 sec): 3 clusters
  Score: Raw -805811.535829 + Penalty 2878.692424 = -802932.843404
  nChanged 6
		SP:Iteration 27Q (106868.490000 sec): 3 clusters
  Score: Raw -805814.271546 + Penalty 2878.692424 = -802935.579122
  nChanged 5
		SP:Iteration 28Q (106868.610000 sec): 3 clusters
  Score: Raw -805815.804884 + Penalty 2878.692424 = -802937.112459
  nChanged 3
		SP:Iteration 29Q (106868.720000 sec): 3 clusters
  Score: Raw -805816.839931 + Penalty 2878.692424 = -802938.147507
  nChanged 6
		SP:Iteration 30Q (106868.840000 sec): 3 clusters
  Score: Raw -805819.282129 + Penalty 2878.692424 = -802940.589705
  nChanged 8
		SP:Iteration 31Q (106868.950000 sec): 3 clusters
  Score: Raw -805824.608528 + Penalty 2878.692424 = -802945.916104
  nChanged 12
		SP:Iteration 32Q (106869.070000 sec): 3 clusters
  Score: Raw -805832.532105 + Penalty 2878.692424 = -802953.839681
  nChanged 13
		SP:Iteration 33Q (106869.180000 sec): 3 clusters
  Score: Raw -805840.314223 + Penalty 2878.692424 = -802961.621799
  nChanged 15
		SP:Iteration 34Q (106869.300000 sec): 3 clusters
  Score: Raw -805846.490429 + Penalty 2878.692424 = -802967.798005
  nChanged 13
		SP:Iteration 35Q (106869.410000 sec): 3 clusters
  Score: Raw -805851.413480 + Penalty 2878.692424 = -802972.721056
  nChanged 7
		SP:Iteration 36Q (106869.520000 sec): 3 clusters
  Score: Raw -805853.134269 + Penalty 2878.692424 = -802974.441845
  nChanged 6
		SP:Iteration 37Q (106869.640000 sec): 3 clusters
  Score: Raw -805855.581471 + Penalty 2878.692424 = -802976.889047
  nChanged 9
		SP:Iteration 38Q (106869.750000 sec): 3 clusters
  Score: Raw -805859.518508 + Penalty 2878.692424 = -802980.826084
  nChanged 6
		SP:Iteration 39Q (106869.870000 sec): 3 clusters
  Score: Raw -805861.613944 + Penalty 2878.692424 = -802982.921520
  nChanged 4
		SP:Iteration 40F (106869.990000 sec): 3 clusters
  Score: Raw -805863.143438 + Penalty 2878.692424 = -802984.451014
  nChanged 4
		SP:Iteration 41Q (106870.100000 sec): 3 clusters
  Score: Raw -805863.980690 + Penalty 2878.692424 = -802985.288266
  nChanged 1
		SP:Iteration 42Q (106870.210000 sec): 3 clusters
  Score: Raw -805864.064960 + Penalty 2878.692424 = -802985.372535
  nChanged 0
		SP:Iteration 43F (106870.330000 sec): 3 clusters
  Score: Raw -805864.064960 + Penalty 2878.692424 = -802985.372535
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 121 (1509 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106870.400000 sec): 2 clusters
  Score: Raw -173796.148802 + Penalty 1189.370400 = -172606.778403
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106870.430000 sec): 3 clusters
  Score: Raw -173231.824911 + Penalty 2378.740799 = -170853.084112
  nChanged 505
		SP:Iteration 1F (106870.460000 sec): 3 clusters
  Score: Raw -173619.757043 + Penalty 2378.740799 = -171241.016243
  nChanged 128
		SP:Iteration 2F (106870.490000 sec): 3 clusters
  Score: Raw -173718.577942 + Penalty 2378.740799 = -171339.837143
  nChanged 80
		SP:Iteration 3F (106870.520000 sec): 3 clusters
  Score: Raw -173786.679436 + Penalty 2378.740799 = -171407.938637
  nChanged 48
		SP:Iteration 4Q (106870.550000 sec): 3 clusters
  Score: Raw -173817.140523 + Penalty 2378.740799 = -171438.399724
  nChanged 28
		SP:Iteration 5Q (106870.580000 sec): 3 clusters
  Score: Raw -173835.349126 + Penalty 2378.740799 = -171456.608327
  nChanged 25
		SP:Iteration 6Q (106870.600000 sec): 3 clusters
  Score: Raw -173854.590478 + Penalty 2378.740799 = -171475.849679
  nChanged 28
		SP:Iteration 7Q (106870.630000 sec): 3 clusters
  Score: Raw -173878.555767 + Penalty 2378.740799 = -171499.814968
  nChanged 27
		SP:Iteration 8Q (106870.660000 sec): 3 clusters
  Score: Raw -173898.675249 + Penalty 2378.740799 = -171519.934450
  nChanged 18
		SP:Iteration 9Q (106870.690000 sec): 3 clusters
  Score: Raw -173912.418730 + Penalty 2378.740799 = -171533.677930
  nChanged 16
		SP:Iteration 10Q (106870.720000 sec): 3 clusters
  Score: Raw -173919.263958 + Penalty 2378.740799 = -171540.523158
  nChanged 13
		SP:Iteration 11Q (106870.740000 sec): 3 clusters
  Score: Raw -173925.412352 + Penalty 2378.740799 = -171546.671553
  nChanged 9
		SP:Iteration 12Q (106870.770000 sec): 3 clusters
  Score: Raw -173930.006590 + Penalty 2378.740799 = -171551.265791
  nChanged 7
		SP:Iteration 13Q (106870.800000 sec): 3 clusters
  Score: Raw -173932.388243 + Penalty 2378.740799 = -171553.647444
  nChanged 5
		SP:Iteration 14Q (106870.830000 sec): 3 clusters
  Score: Raw -173935.022263 + Penalty 2378.740799 = -171556.281464
  nChanged 6
		SP:Iteration 15Q (106870.860000 sec): 3 clusters
  Score: Raw -173940.141982 + Penalty 2378.740799 = -171561.401183
  nChanged 10
		SP:Iteration 16Q (106870.880000 sec): 3 clusters
  Score: Raw -173947.795990 + Penalty 2378.740799 = -171569.055191
  nChanged 13
		SP:Iteration 17Q (106870.910000 sec): 3 clusters
  Score: Raw -173956.190947 + Penalty 2378.740799 = -171577.450147
  nChanged 11
		SP:Iteration 18Q (106870.940000 sec): 3 clusters
  Score: Raw -173961.098553 + Penalty 2378.740799 = -171582.357754
  nChanged 13
		SP:Iteration 19Q (106870.960000 sec): 3 clusters
  Score: Raw -173969.016721 + Penalty 2378.740799 = -171590.275922
  nChanged 10
		SP:Iteration 20F (106871.000000 sec): 3 clusters
  Score: Raw -173973.702460 + Penalty 2378.740799 = -171594.961661
  nChanged 12
		SP:Iteration 21Q (106871.020000 sec): 3 clusters
  Score: Raw -173979.285412 + Penalty 2378.740799 = -171600.544613
  nChanged 12
		SP:Iteration 22Q (106871.050000 sec): 3 clusters
  Score: Raw -173985.138498 + Penalty 2378.740799 = -171606.397699
  nChanged 6
		SP:Iteration 23Q (106871.080000 sec): 3 clusters
  Score: Raw -173987.915438 + Penalty 2378.740799 = -171609.174639
  nChanged 5
		SP:Iteration 24Q (106871.110000 sec): 3 clusters
  Score: Raw -173989.692594 + Penalty 2378.740799 = -171610.951794
  nChanged 3
		SP:Iteration 25Q (106871.130000 sec): 3 clusters
  Score: Raw -173990.884067 + Penalty 2378.740799 = -171612.143268
  nChanged 1
		SP:Iteration 26Q (106871.160000 sec): 3 clusters
  Score: Raw -173991.155956 + Penalty 2378.740799 = -171612.415157
  nChanged 4
		SP:Iteration 27Q (106871.190000 sec): 3 clusters
  Score: Raw -173993.652561 + Penalty 2378.740799 = -171614.911761
  nChanged 4
		SP:Iteration 28Q (106871.220000 sec): 3 clusters
  Score: Raw -173997.522727 + Penalty 2378.740799 = -171618.781928
  nChanged 4
		SP:Iteration 29Q (106871.240000 sec): 3 clusters
  Score: Raw -174001.416574 + Penalty 2378.740799 = -171622.675775
  nChanged 4
		SP:Iteration 30Q (106871.270000 sec): 3 clusters
  Score: Raw -174003.544722 + Penalty 2378.740799 = -171624.803923
  nChanged 4
		SP:Iteration 31Q (106871.300000 sec): 3 clusters
  Score: Raw -174005.267678 + Penalty 2378.740799 = -171626.526879
  nChanged 1
		SP:Iteration 32Q (106871.330000 sec): 3 clusters
  Score: Raw -174005.783048 + Penalty 2378.740799 = -171627.042249
  nChanged 0
		SP:Iteration 33F (106871.360000 sec): 3 clusters
  Score: Raw -174005.783048 + Penalty 2378.740799 = -171627.042249
  nChanged 0
Time taken for this iteration:106857.650000 seconds.
 20->122 Clusters: Score -118905231.993925, best is 100000000000000005366162204393472.000000
THE BEST YET!


Starting from 21 clusters...
------ Clustering full data set of 1033448 points ------
	SP: Assigned 21 initial classes randomly.
Deleting Class 9 (3680 points): Lose 232.840130 but Gain 2250.366843
Iteration 0F (106944.410000 sec): 20 clusters
  Score: Raw -105643216.957637 + Penalty 42756.970020 = -105600459.987618
  nChanged 980272
Iteration 1F (107013.090000 sec): 20 clusters
  Score: Raw -112070700.508734 + Penalty 42756.970020 = -112027943.538715
  nChanged 513966
Iteration 2F (107081.690000 sec): 20 clusters
  Score: Raw -114644460.052000 + Penalty 42756.970020 = -114601703.081981
  nChanged 298451
Iteration 3F (107150.340000 sec): 20 clusters
  Score: Raw -116034971.723572 + Penalty 42756.970020 = -115992214.753552
  nChanged 155945
Iteration 4F (107219.180000 sec): 20 clusters
  Score: Raw -116561614.095435 + Penalty 42756.970020 = -116518857.125416
  nChanged 101885
Iteration 5F (107287.600000 sec): 20 clusters
  Score: Raw -116919689.712508 + Penalty 42756.970020 = -116876932.742489
  nChanged 73312
Iteration 6F (107356.210000 sec): 20 clusters
  Score: Raw -117106223.821555 + Penalty 42756.970020 = -117063466.851536
  nChanged 64102
Iteration 7F (107424.770000 sec): 20 clusters
  Score: Raw -117206100.749105 + Penalty 42756.970020 = -117163343.779086
  nChanged 53090
Iteration 8F (107493.400000 sec): 20 clusters
  Score: Raw -117287871.744328 + Penalty 42756.970020 = -117245114.774308
  nChanged 47083
Iteration 9Q (107543.330000 sec): 20 clusters
  Score: Raw -117370258.518414 + Penalty 42756.970020 = -117327501.548394
  nChanged 42785
Iteration 10Q (107593.280000 sec): 20 clusters
  Score: Raw -117442497.862578 + Penalty 42756.970020 = -117399740.892559
  nChanged 38592
Iteration 11Q (107643.020000 sec): 20 clusters
  Score: Raw -117486451.152443 + Penalty 42756.970020 = -117443694.182424
  nChanged 32388
Iteration 12Q (107692.840000 sec): 20 clusters
  Score: Raw -117512343.122239 + Penalty 42756.970020 = -117469586.152220
  nChanged 27367
Iteration 13Q (107742.730000 sec): 20 clusters
  Score: Raw -117529425.811918 + Penalty 42756.970020 = -117486668.841899
  nChanged 24405
Iteration 14Q (107792.550000 sec): 20 clusters
  Score: Raw -117543826.281296 + Penalty 42756.970020 = -117501069.311276
  nChanged 22794
Iteration 15Q (107842.390000 sec): 20 clusters
  Score: Raw -117559044.056655 + Penalty 42756.970020 = -117516287.086635
  nChanged 21888
Iteration 16Q (107892.370000 sec): 20 clusters
  Score: Raw -117569631.261281 + Penalty 42756.970020 = -117526874.291261
  nChanged 21240
Iteration 17Q (107942.250000 sec): 20 clusters
  Score: Raw -117579785.516758 + Penalty 42756.970020 = -117537028.546739
  nChanged 20751
Iteration 18Q (107992.020000 sec): 20 clusters
  Score: Raw -117589558.640659 + Penalty 42756.970020 = -117546801.670640
  nChanged 20268
Iteration 19Q (108041.890000 sec): 20 clusters
  Score: Raw -117598847.950375 + Penalty 42756.970020 = -117556090.980356
  nChanged 19645
Writing temp clu file 
Because OldScore, -117546801.670640, is greater than current (better) Score,-117556090.980356 
 Memory request: 0.00 GB would take us to total of 3.81 GB.
Compute initial score before splitting:   Score: Raw -117598847.950375 + Penalty 42756.970020 = -117556090.980356
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 1 (25310 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108042.790000 sec): 2 clusters
  Score: Raw -2954471.232573 + Penalty 1647.580164 = -2952823.652409
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108043.090000 sec): 3 clusters
  Score: Raw -2939036.487058 + Penalty 3295.160327 = -2935741.326730
  nChanged 11689
		SP:Iteration 1F (108043.400000 sec): 3 clusters
  Score: Raw -2947444.545579 + Penalty 3295.160327 = -2944149.385252
  nChanged 3325
		SP:Iteration 2F (108043.690000 sec): 3 clusters
  Score: Raw -2955988.911437 + Penalty 3295.160327 = -2952693.751110
  nChanged 4337
		SP:Iteration 3F (108043.950000 sec): 3 clusters
  Score: Raw -2967733.135403 + Penalty 3295.160327 = -2964437.975076
  nChanged 2626
		SP:Iteration 4F (108044.270000 sec): 3 clusters
  Score: Raw -2971691.269704 + Penalty 3295.160327 = -2968396.109377
  nChanged 1218
		SP:Iteration 5Q (108044.510000 sec): 3 clusters
  Score: Raw -2972624.344135 + Penalty 3295.160327 = -2969329.183808
  nChanged 648
		SP:Iteration 6Q (108044.750000 sec): 3 clusters
  Score: Raw -2972987.968840 + Penalty 3295.160327 = -2969692.808513
  nChanged 446
		SP:Iteration 7Q (108045.000000 sec): 3 clusters
  Score: Raw -2973219.482995 + Penalty 3295.160327 = -2969924.322668
  nChanged 390
		SP:Iteration 8Q (108045.240000 sec): 3 clusters
  Score: Raw -2973411.232802 + Penalty 3295.160327 = -2970116.072474
  nChanged 351
		SP:Iteration 9Q (108045.490000 sec): 3 clusters
  Score: Raw -2973574.175044 + Penalty 3295.160327 = -2970279.014717
  nChanged 316
		SP:Iteration 10Q (108045.740000 sec): 3 clusters
  Score: Raw -2973704.506986 + Penalty 3295.160327 = -2970409.346658
  nChanged 276
		SP:Iteration 11Q (108046.030000 sec): 3 clusters
  Score: Raw -2973804.039794 + Penalty 3295.160327 = -2970508.879466
  nChanged 234
		SP:Iteration 12Q (108046.300000 sec): 3 clusters
  Score: Raw -2973874.641451 + Penalty 3295.160327 = -2970579.481124
  nChanged 192
		SP:Iteration 13Q (108046.570000 sec): 3 clusters
  Score: Raw -2973925.054575 + Penalty 3295.160327 = -2970629.894248
  nChanged 148
		SP:Iteration 14Q (108046.810000 sec): 3 clusters
  Score: Raw -2973950.952266 + Penalty 3295.160327 = -2970655.791938
  nChanged 101
		SP:Iteration 15Q (108047.060000 sec): 3 clusters
  Score: Raw -2973966.036900 + Penalty 3295.160327 = -2970670.876573
  nChanged 75
		SP:Iteration 16Q (108047.310000 sec): 3 clusters
  Score: Raw -2973975.619995 + Penalty 3295.160327 = -2970680.459668
  nChanged 65
		SP:Iteration 17Q (108047.550000 sec): 3 clusters
  Score: Raw -2973982.341072 + Penalty 3295.160327 = -2970687.180745
  nChanged 52
		SP:Iteration 18Q (108047.840000 sec): 3 clusters
  Score: Raw -2973987.134060 + Penalty 3295.160327 = -2970691.973732
  nChanged 42
		SP:Iteration 19Q (108048.110000 sec): 3 clusters
  Score: Raw -2973990.830161 + Penalty 3295.160327 = -2970695.669833
  nChanged 39
		SP:Iteration 20F (108048.400000 sec): 3 clusters
  Score: Raw -2973994.155403 + Penalty 3295.160327 = -2970698.995076
  nChanged 26
		SP:Iteration 21Q (108048.650000 sec): 3 clusters
  Score: Raw -2973995.991048 + Penalty 3295.160327 = -2970700.830720
  nChanged 27
		SP:Iteration 22Q (108048.930000 sec): 3 clusters
  Score: Raw -2973997.769309 + Penalty 3295.160327 = -2970702.608981
  nChanged 26
		SP:Iteration 23Q (108049.200000 sec): 3 clusters
  Score: Raw -2973999.612740 + Penalty 3295.160327 = -2970704.452413
  nChanged 25
		SP:Iteration 24Q (108049.470000 sec): 3 clusters
  Score: Raw -2974001.427585 + Penalty 3295.160327 = -2970706.267258
  nChanged 29
		SP:Iteration 25Q (108049.720000 sec): 3 clusters
  Score: Raw -2974004.113431 + Penalty 3295.160327 = -2970708.953104
  nChanged 27
		SP:Iteration 26Q (108049.970000 sec): 3 clusters
  Score: Raw -2974006.492076 + Penalty 3295.160327 = -2970711.331749
  nChanged 26
		SP:Iteration 27Q (108050.210000 sec): 3 clusters
  Score: Raw -2974008.195798 + Penalty 3295.160327 = -2970713.035471
  nChanged 17
		SP:Iteration 28Q (108050.460000 sec): 3 clusters
  Score: Raw -2974009.286251 + Penalty 3295.160327 = -2970714.125924
  nChanged 14
		SP:Iteration 29Q (108050.720000 sec): 3 clusters
  Score: Raw -2974010.097930 + Penalty 3295.160327 = -2970714.937602
  nChanged 15
		SP:Iteration 30Q (108051.020000 sec): 3 clusters
  Score: Raw -2974011.038501 + Penalty 3295.160327 = -2970715.878173
  nChanged 15
		SP:Iteration 31Q (108051.290000 sec): 3 clusters
  Score: Raw -2974012.127548 + Penalty 3295.160327 = -2970716.967221
  nChanged 17
		SP:Iteration 32Q (108051.530000 sec): 3 clusters
  Score: Raw -2974013.269741 + Penalty 3295.160327 = -2970718.109413
  nChanged 14
		SP:Iteration 33Q (108051.780000 sec): 3 clusters
  Score: Raw -2974013.973036 + Penalty 3295.160327 = -2970718.812709
  nChanged 9
		SP:Iteration 34Q (108052.070000 sec): 3 clusters
  Score: Raw -2974014.470703 + Penalty 3295.160327 = -2970719.310376
  nChanged 11
		SP:Iteration 35Q (108052.360000 sec): 3 clusters
  Score: Raw -2974014.911832 + Penalty 3295.160327 = -2970719.751505
  nChanged 9
		SP:Iteration 36Q (108052.600000 sec): 3 clusters
  Score: Raw -2974015.429044 + Penalty 3295.160327 = -2970720.268717
  nChanged 8
		SP:Iteration 37Q (108052.840000 sec): 3 clusters
  Score: Raw -2974015.820982 + Penalty 3295.160327 = -2970720.660654
  nChanged 9
		SP:Iteration 38Q (108053.080000 sec): 3 clusters
  Score: Raw -2974016.213443 + Penalty 3295.160327 = -2970721.053116
  nChanged 5
		SP:Iteration 39Q (108053.330000 sec): 3 clusters
  Score: Raw -2974016.516520 + Penalty 3295.160327 = -2970721.356193
  nChanged 10
		SP:Iteration 40F (108053.580000 sec): 3 clusters
  Score: Raw -2974017.261280 + Penalty 3295.160327 = -2970722.100952
  nChanged 8
		SP:Iteration 41Q (108053.830000 sec): 3 clusters
  Score: Raw -2974017.726177 + Penalty 3295.160327 = -2970722.565850
  nChanged 6
		SP:Iteration 42Q (108054.080000 sec): 3 clusters
  Score: Raw -2974018.070483 + Penalty 3295.160327 = -2970722.910155
  nChanged 4
		SP:Iteration 43Q (108054.380000 sec): 3 clusters
  Score: Raw -2974018.313633 + Penalty 3295.160327 = -2970723.153305
  nChanged 3
		SP:Iteration 44Q (108054.650000 sec): 3 clusters
  Score: Raw -2974018.452671 + Penalty 3295.160327 = -2970723.292344
  nChanged 2
		SP:Iteration 45Q (108054.920000 sec): 3 clusters
  Score: Raw -2974018.550761 + Penalty 3295.160327 = -2970723.390434
  nChanged 2
		SP:Iteration 46Q (108055.170000 sec): 3 clusters
  Score: Raw -2974018.631920 + Penalty 3295.160327 = -2970723.471592
  nChanged 1
		SP:Iteration 47Q (108055.410000 sec): 3 clusters
  Score: Raw -2974018.653314 + Penalty 3295.160327 = -2970723.492987
  nChanged 0
		SP:Iteration 48F (108055.680000 sec): 3 clusters
  Score: Raw -2974018.653314 + Penalty 3295.160327 = -2970723.492987
  nChanged 0
  Score: Raw -117622754.488344 + Penalty 45007.336863 = -117577747.151481

Splitting cluster 1 changes total score from -117556090.980356 to -117577747.151481

 So it's getting split into cluster 9.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 2 (46612 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108117.130000 sec): 2 clusters
  Score: Raw -5262482.839146 + Penalty 1746.812161 = -5260736.026985
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108117.570000 sec): 3 clusters
  Score: Raw -5233064.915927 + Penalty 3493.624322 = -5229571.291606
  nChanged 21733
		SP:Iteration 1F (108118.020000 sec): 3 clusters
  Score: Raw -5246070.228673 + Penalty 3493.624322 = -5242576.604352
  nChanged 3147
		SP:Iteration 2F (108118.480000 sec): 3 clusters
  Score: Raw -5248009.394511 + Penalty 3493.624322 = -5244515.770189
  nChanged 3666
		SP:Iteration 3F (108118.910000 sec): 3 clusters
  Score: Raw -5250909.517338 + Penalty 3493.624322 = -5247415.893016
  nChanged 4032
		SP:Iteration 4F (108119.360000 sec): 3 clusters
  Score: Raw -5254349.022409 + Penalty 3493.624322 = -5250855.398088
  nChanged 3764
		SP:Iteration 5F (108119.820000 sec): 3 clusters
  Score: Raw -5257574.558810 + Penalty 3493.624322 = -5254080.934488
  nChanged 3008
		SP:Iteration 6F (108120.270000 sec): 3 clusters
  Score: Raw -5259804.082580 + Penalty 3493.624322 = -5256310.458258
  nChanged 2263
		SP:Iteration 7Q (108120.710000 sec): 3 clusters
  Score: Raw -5261522.879656 + Penalty 3493.624322 = -5258029.255335
  nChanged 2155
		SP:Iteration 8Q (108121.130000 sec): 3 clusters
  Score: Raw -5263685.060387 + Penalty 3493.624322 = -5260191.436065
  nChanged 2786
		SP:Iteration 9F (108121.590000 sec): 3 clusters
  Score: Raw -5268064.960316 + Penalty 3493.624322 = -5264571.335994
  nChanged 3403
		SP:Iteration 10F (108122.050000 sec): 3 clusters
  Score: Raw -5274813.275744 + Penalty 3493.624322 = -5271319.651423
  nChanged 2631
		SP:Iteration 11F (108122.500000 sec): 3 clusters
  Score: Raw -5278707.468820 + Penalty 3493.624322 = -5275213.844498
  nChanged 1651
		SP:Iteration 12Q (108122.930000 sec): 3 clusters
  Score: Raw -5280028.911452 + Penalty 3493.624322 = -5276535.287130
  nChanged 1020
		SP:Iteration 13Q (108123.350000 sec): 3 clusters
  Score: Raw -5280642.058112 + Penalty 3493.624322 = -5277148.433790
  nChanged 735
		SP:Iteration 14Q (108123.800000 sec): 3 clusters
  Score: Raw -5281031.789468 + Penalty 3493.624322 = -5277538.165147
  nChanged 563
		SP:Iteration 15Q (108124.240000 sec): 3 clusters
  Score: Raw -5281291.723648 + Penalty 3493.624322 = -5277798.099326
  nChanged 510
		SP:Iteration 16Q (108124.690000 sec): 3 clusters
  Score: Raw -5281555.316399 + Penalty 3493.624322 = -5278061.692078
  nChanged 503
		SP:Iteration 17Q (108125.140000 sec): 3 clusters
  Score: Raw -5281829.810280 + Penalty 3493.624322 = -5278336.185959
  nChanged 513
		SP:Iteration 18Q (108125.580000 sec): 3 clusters
  Score: Raw -5282078.175618 + Penalty 3493.624322 = -5278584.551296
  nChanged 454
		SP:Iteration 19Q (108126.030000 sec): 3 clusters
  Score: Raw -5282258.667925 + Penalty 3493.624322 = -5278765.043604
  nChanged 414
		SP:Iteration 20F (108126.460000 sec): 3 clusters
  Score: Raw -5282404.211940 + Penalty 3493.624322 = -5278910.587619
  nChanged 391
		SP:Iteration 21Q (108126.850000 sec): 3 clusters
  Score: Raw -5282547.021895 + Penalty 3493.624322 = -5279053.397573
  nChanged 396
		SP:Iteration 22Q (108127.270000 sec): 3 clusters
  Score: Raw -5282709.872098 + Penalty 3493.624322 = -5279216.247776
  nChanged 418
		SP:Iteration 23Q (108127.720000 sec): 3 clusters
  Score: Raw -5282901.579159 + Penalty 3493.624322 = -5279407.954838
  nChanged 443
		SP:Iteration 24Q (108128.150000 sec): 3 clusters
  Score: Raw -5283098.252236 + Penalty 3493.624322 = -5279604.627915
  nChanged 424
		SP:Iteration 25Q (108128.580000 sec): 3 clusters
  Score: Raw -5283280.533693 + Penalty 3493.624322 = -5279786.909371
  nChanged 414
		SP:Iteration 26Q (108128.970000 sec): 3 clusters
  Score: Raw -5283452.979562 + Penalty 3493.624322 = -5279959.355240
  nChanged 378
		SP:Iteration 27Q (108129.380000 sec): 3 clusters
  Score: Raw -5283605.833951 + Penalty 3493.624322 = -5280112.209630
  nChanged 362
		SP:Iteration 28Q (108129.820000 sec): 3 clusters
  Score: Raw -5283749.602222 + Penalty 3493.624322 = -5280255.977900
  nChanged 341
		SP:Iteration 29Q (108130.240000 sec): 3 clusters
  Score: Raw -5283890.756410 + Penalty 3493.624322 = -5280397.132088
  nChanged 330
		SP:Iteration 30Q (108130.620000 sec): 3 clusters
  Score: Raw -5284036.687386 + Penalty 3493.624322 = -5280543.063064
  nChanged 297
		SP:Iteration 31Q (108131.060000 sec): 3 clusters
  Score: Raw -5284171.688058 + Penalty 3493.624322 = -5280678.063737
  nChanged 292
		SP:Iteration 32Q (108131.490000 sec): 3 clusters
  Score: Raw -5284302.426326 + Penalty 3493.624322 = -5280808.802004
  nChanged 273
		SP:Iteration 33Q (108131.920000 sec): 3 clusters
  Score: Raw -5284426.882362 + Penalty 3493.624322 = -5280933.258040
  nChanged 258
		SP:Iteration 34Q (108132.300000 sec): 3 clusters
  Score: Raw -5284544.712213 + Penalty 3493.624322 = -5281051.087891
  nChanged 215
		SP:Iteration 35Q (108132.710000 sec): 3 clusters
  Score: Raw -5284645.020781 + Penalty 3493.624322 = -5281151.396460
  nChanged 166
		SP:Iteration 36Q (108133.100000 sec): 3 clusters
  Score: Raw -5284725.018822 + Penalty 3493.624322 = -5281231.394500
  nChanged 118
		SP:Iteration 37Q (108133.500000 sec): 3 clusters
  Score: Raw -5284775.322281 + Penalty 3493.624322 = -5281281.697959
  nChanged 68
		SP:Iteration 38Q (108133.930000 sec): 3 clusters
  Score: Raw -5284811.506300 + Penalty 3493.624322 = -5281317.881978
  nChanged 64
		SP:Iteration 39Q (108134.340000 sec): 3 clusters
  Score: Raw -5284836.458160 + Penalty 3493.624322 = -5281342.833838
  nChanged 41
		SP:Iteration 40F (108134.770000 sec): 3 clusters
  Score: Raw -5285051.920983 + Penalty 3493.624322 = -5281558.296662
  nChanged 186
		SP:Iteration 41Q (108135.170000 sec): 3 clusters
  Score: Raw -5285263.588387 + Penalty 3493.624322 = -5281769.964065
  nChanged 179
		SP:Iteration 42Q (108135.600000 sec): 3 clusters
  Score: Raw -5285356.434161 + Penalty 3493.624322 = -5281862.809839
  nChanged 138
		SP:Iteration 43Q (108136.030000 sec): 3 clusters
  Score: Raw -5285389.176081 + Penalty 3493.624322 = -5281895.551760
  nChanged 95
		SP:Iteration 44Q (108136.410000 sec): 3 clusters
  Score: Raw -5285403.683334 + Penalty 3493.624322 = -5281910.059012
  nChanged 65
		SP:Iteration 45Q (108136.820000 sec): 3 clusters
  Score: Raw -5285409.749132 + Penalty 3493.624322 = -5281916.124810
  nChanged 39
		SP:Iteration 46Q (108137.250000 sec): 3 clusters
  Score: Raw -5285412.002898 + Penalty 3493.624322 = -5281918.378576
  nChanged 23
		SP:Iteration 47Q (108137.630000 sec): 3 clusters
  Score: Raw -5285413.129229 + Penalty 3493.624322 = -5281919.504907
  nChanged 20
		SP:Iteration 48Q (108138.050000 sec): 3 clusters
  Score: Raw -5285414.068060 + Penalty 3493.624322 = -5281920.443739
  nChanged 15
		SP:Iteration 49Q (108138.480000 sec): 3 clusters
  Score: Raw -5285414.597555 + Penalty 3493.624322 = -5281920.973234
  nChanged 7
		SP:Iteration 50Q (108138.850000 sec): 3 clusters
  Score: Raw -5285414.819420 + Penalty 3493.624322 = -5281921.195098
  nChanged 5
		SP:Iteration 51Q (108139.260000 sec): 3 clusters
  Score: Raw -5285415.009727 + Penalty 3493.624322 = -5281921.385405
  nChanged 8
		SP:Iteration 52Q (108139.680000 sec): 3 clusters
  Score: Raw -5285415.282903 + Penalty 3493.624322 = -5281921.658582
  nChanged 6
		SP:Iteration 53Q (108140.060000 sec): 3 clusters
  Score: Raw -5285415.471393 + Penalty 3493.624322 = -5281921.847071
  nChanged 4
		SP:Iteration 54Q (108140.470000 sec): 3 clusters
  Score: Raw -5285415.597144 + Penalty 3493.624322 = -5281921.972823
  nChanged 1
		SP:Iteration 55Q (108140.850000 sec): 3 clusters
  Score: Raw -5285415.606542 + Penalty 3493.624322 = -5281921.982220
  nChanged 0
		SP:Iteration 56F (108141.300000 sec): 3 clusters
  Score: Raw -5285415.606542 + Penalty 3493.624322 = -5281921.982220
  nChanged 0
  Score: Raw -117645687.255739 + Penalty 47257.703706 = -117598429.552033

Splitting cluster 2 changes total score from -117556090.980356 to -117598429.552033

 So it's getting split into cluster 21.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 3 (126611 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108205.760000 sec): 2 clusters
  Score: Raw -14695268.351607 + Penalty 1909.192134 = -14693359.159473
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108206.830000 sec): 3 clusters
  Score: Raw -14612381.462994 + Penalty 3818.384269 = -14608563.078725
  nChanged 61244
		SP:Iteration 1F (108207.910000 sec): 3 clusters
  Score: Raw -14666858.721481 + Penalty 3818.384269 = -14663040.337212
  nChanged 17160
		SP:Iteration 2F (108208.980000 sec): 3 clusters
  Score: Raw -14690429.795595 + Penalty 3818.384269 = -14686611.411326
  nChanged 15221
		SP:Iteration 3F (108210.060000 sec): 3 clusters
  Score: Raw -14707480.589889 + Penalty 3818.384269 = -14703662.205620
  nChanged 9450
		SP:Iteration 4F (108211.120000 sec): 3 clusters
  Score: Raw -14715685.103608 + Penalty 3818.384269 = -14711866.719339
  nChanged 5392
		SP:Iteration 5Q (108212.200000 sec): 3 clusters
  Score: Raw -14720066.994445 + Penalty 3818.384269 = -14716248.610176
  nChanged 3416
		SP:Iteration 6Q (108213.280000 sec): 3 clusters
  Score: Raw -14722257.101653 + Penalty 3818.384269 = -14718438.717385
  nChanged 2334
		SP:Iteration 7Q (108214.340000 sec): 3 clusters
  Score: Raw -14723640.386845 + Penalty 3818.384269 = -14719822.002577
  nChanged 1829
		SP:Iteration 8Q (108215.420000 sec): 3 clusters
  Score: Raw -14725356.916731 + Penalty 3818.384269 = -14721538.532462
  nChanged 1836
		SP:Iteration 9Q (108216.500000 sec): 3 clusters
  Score: Raw -14727576.565823 + Penalty 3818.384269 = -14723758.181554
  nChanged 1852
		SP:Iteration 10Q (108217.580000 sec): 3 clusters
  Score: Raw -14728803.633919 + Penalty 3818.384269 = -14724985.249650
  nChanged 1483
		SP:Iteration 11Q (108218.640000 sec): 3 clusters
  Score: Raw -14729537.413632 + Penalty 3818.384269 = -14725719.029363
  nChanged 1347
		SP:Iteration 12Q (108219.710000 sec): 3 clusters
  Score: Raw -14730178.727994 + Penalty 3818.384269 = -14726360.343726
  nChanged 1224
		SP:Iteration 13Q (108220.780000 sec): 3 clusters
  Score: Raw -14730980.847308 + Penalty 3818.384269 = -14727162.463039
  nChanged 1314
		SP:Iteration 14Q (108221.840000 sec): 3 clusters
  Score: Raw -14732317.501292 + Penalty 3818.384269 = -14728499.117023
  nChanged 1520
		SP:Iteration 15Q (108222.910000 sec): 3 clusters
  Score: Raw -14734279.968690 + Penalty 3818.384269 = -14730461.584421
  nChanged 1633
		SP:Iteration 16Q (108223.980000 sec): 3 clusters
  Score: Raw -14735897.843360 + Penalty 3818.384269 = -14732079.459091
  nChanged 1472
		SP:Iteration 17Q (108224.990000 sec): 3 clusters
  Score: Raw -14736581.895688 + Penalty 3818.384269 = -14732763.511419
  nChanged 1226
		SP:Iteration 18Q (108226.010000 sec): 3 clusters
  Score: Raw -14736794.704625 + Penalty 3818.384269 = -14732976.320356
  nChanged 807
		SP:Iteration 19Q (108227.050000 sec): 3 clusters
  Score: Raw -14736883.489685 + Penalty 3818.384269 = -14733065.105417
  nChanged 632
		SP:Iteration 20F (108228.090000 sec): 3 clusters
  Score: Raw -14736938.320745 + Penalty 3818.384269 = -14733119.936476
  nChanged 512
		SP:Iteration 21Q (108229.110000 sec): 3 clusters
  Score: Raw -14736973.680887 + Penalty 3818.384269 = -14733155.296619
  nChanged 432
		SP:Iteration 22Q (108230.140000 sec): 3 clusters
  Score: Raw -14736999.477945 + Penalty 3818.384269 = -14733181.093677
  nChanged 339
		SP:Iteration 23Q (108231.140000 sec): 3 clusters
  Score: Raw -14737016.626538 + Penalty 3818.384269 = -14733198.242269
  nChanged 280
		SP:Iteration 24Q (108232.180000 sec): 3 clusters
  Score: Raw -14737027.796874 + Penalty 3818.384269 = -14733209.412605
  nChanged 236
		SP:Iteration 25Q (108233.200000 sec): 3 clusters
  Score: Raw -14737036.276512 + Penalty 3818.384269 = -14733217.892243
  nChanged 200
		SP:Iteration 26Q (108234.240000 sec): 3 clusters
  Score: Raw -14737042.795092 + Penalty 3818.384269 = -14733224.410824
  nChanged 192
		SP:Iteration 27Q (108235.240000 sec): 3 clusters
  Score: Raw -14737048.720661 + Penalty 3818.384269 = -14733230.336392
  nChanged 150
		SP:Iteration 28Q (108236.260000 sec): 3 clusters
  Score: Raw -14737052.290049 + Penalty 3818.384269 = -14733233.905781
  nChanged 105
		SP:Iteration 29Q (108237.300000 sec): 3 clusters
  Score: Raw -14737054.410768 + Penalty 3818.384269 = -14733236.026500
  nChanged 91
		SP:Iteration 30Q (108238.280000 sec): 3 clusters
  Score: Raw -14737056.356586 + Penalty 3818.384269 = -14733237.972317
  nChanged 83
		SP:Iteration 31Q (108239.320000 sec): 3 clusters
  Score: Raw -14737057.921128 + Penalty 3818.384269 = -14733239.536860
  nChanged 79
		SP:Iteration 32Q (108240.310000 sec): 3 clusters
  Score: Raw -14737059.378526 + Penalty 3818.384269 = -14733240.994257
  nChanged 77
		SP:Iteration 33Q (108241.350000 sec): 3 clusters
  Score: Raw -14737060.730120 + Penalty 3818.384269 = -14733242.345851
  nChanged 74
		SP:Iteration 34Q (108242.400000 sec): 3 clusters
  Score: Raw -14737062.105426 + Penalty 3818.384269 = -14733243.721158
  nChanged 72
		SP:Iteration 35Q (108243.390000 sec): 3 clusters
  Score: Raw -14737063.296095 + Penalty 3818.384269 = -14733244.911827
  nChanged 66
		SP:Iteration 36Q (108244.430000 sec): 3 clusters
  Score: Raw -14737064.387467 + Penalty 3818.384269 = -14733246.003199
  nChanged 60
		SP:Iteration 37Q (108245.430000 sec): 3 clusters
  Score: Raw -14737065.301141 + Penalty 3818.384269 = -14733246.916872
  nChanged 57
		SP:Iteration 38Q (108246.440000 sec): 3 clusters
  Score: Raw -14737066.149640 + Penalty 3818.384269 = -14733247.765372
  nChanged 52
		SP:Iteration 39Q (108247.440000 sec): 3 clusters
  Score: Raw -14737066.859494 + Penalty 3818.384269 = -14733248.475226
  nChanged 47
		SP:Iteration 40F (108248.500000 sec): 3 clusters
  Score: Raw -14737067.483441 + Penalty 3818.384269 = -14733249.099173
  nChanged 42
		SP:Iteration 41Q (108249.540000 sec): 3 clusters
  Score: Raw -14737067.966220 + Penalty 3818.384269 = -14733249.581952
  nChanged 31
		SP:Iteration 42Q (108250.540000 sec): 3 clusters
  Score: Raw -14737068.333274 + Penalty 3818.384269 = -14733249.949005
  nChanged 33
		SP:Iteration 43Q (108251.560000 sec): 3 clusters
  Score: Raw -14737068.814961 + Penalty 3818.384269 = -14733250.430692
  nChanged 29
		SP:Iteration 44Q (108252.580000 sec): 3 clusters
  Score: Raw -14737069.187513 + Penalty 3818.384269 = -14733250.803244
  nChanged 28
		SP:Iteration 45Q (108253.610000 sec): 3 clusters
  Score: Raw -14737069.497569 + Penalty 3818.384269 = -14733251.113301
  nChanged 26
		SP:Iteration 46Q (108254.650000 sec): 3 clusters
  Score: Raw -14737069.783237 + Penalty 3818.384269 = -14733251.398969
  nChanged 24
		SP:Iteration 47Q (108255.700000 sec): 3 clusters
  Score: Raw -14737070.039510 + Penalty 3818.384269 = -14733251.655241
  nChanged 16
		SP:Iteration 48Q (108256.690000 sec): 3 clusters
  Score: Raw -14737070.200653 + Penalty 3818.384269 = -14733251.816384
  nChanged 11
		SP:Iteration 49Q (108257.740000 sec): 3 clusters
  Score: Raw -14737070.352184 + Penalty 3818.384269 = -14733251.967916
  nChanged 12
		SP:Iteration 50Q (108258.730000 sec): 3 clusters
  Score: Raw -14737070.464010 + Penalty 3818.384269 = -14733252.079741
  nChanged 13
		SP:Iteration 51Q (108259.750000 sec): 3 clusters
  Score: Raw -14737070.597389 + Penalty 3818.384269 = -14733252.213120
  nChanged 10
		SP:Iteration 52Q (108260.750000 sec): 3 clusters
  Score: Raw -14737070.757313 + Penalty 3818.384269 = -14733252.373044
  nChanged 12
		SP:Iteration 53Q (108261.750000 sec): 3 clusters
  Score: Raw -14737070.907785 + Penalty 3818.384269 = -14733252.523516
  nChanged 10
		SP:Iteration 54Q (108262.750000 sec): 3 clusters
  Score: Raw -14737070.969696 + Penalty 3818.384269 = -14733252.585427
  nChanged 7
		SP:Iteration 55Q (108263.770000 sec): 3 clusters
  Score: Raw -14737071.021698 + Penalty 3818.384269 = -14733252.637430
  nChanged 6
		SP:Iteration 56Q (108264.810000 sec): 3 clusters
  Score: Raw -14737071.070973 + Penalty 3818.384269 = -14733252.686705
  nChanged 2
		SP:Iteration 57Q (108265.840000 sec): 3 clusters
  Score: Raw -14737071.081640 + Penalty 3818.384269 = -14733252.697371
  nChanged 1
		SP:Iteration 58Q (108266.890000 sec): 3 clusters
  Score: Raw -14737071.088030 + Penalty 3818.384269 = -14733252.703761
  nChanged 0
		SP:Iteration 59F (108267.920000 sec): 3 clusters
  Score: Raw -14737071.088030 + Penalty 3818.384269 = -14733252.703761
  nChanged 0
  Score: Raw -117687489.992165 + Penalty 49508.070549 = -117637981.921616

Splitting cluster 3 changes total score from -117556090.980356 to -117637981.921616

 So it's getting split into cluster 22.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 4 (86674 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108335.600000 sec): 2 clusters
  Score: Raw -10639588.240550 + Penalty 1847.610250 = -10637740.630300
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108336.370000 sec): 3 clusters
  Score: Raw -10583775.388339 + Penalty 3695.220501 = -10580080.167839
  nChanged 41180
		SP:Iteration 1F (108337.130000 sec): 3 clusters
  Score: Raw -10613443.346042 + Penalty 3695.220501 = -10609748.125541
  nChanged 7580
		SP:Iteration 2F (108337.880000 sec): 3 clusters
  Score: Raw -10621716.733910 + Penalty 3695.220501 = -10618021.513410
  nChanged 8136
		SP:Iteration 3F (108338.640000 sec): 3 clusters
  Score: Raw -10632291.215128 + Penalty 3695.220501 = -10628595.994627
  nChanged 7871
		SP:Iteration 4F (108339.420000 sec): 3 clusters
  Score: Raw -10643354.575014 + Penalty 3695.220501 = -10639659.354513
  nChanged 7011
		SP:Iteration 5F (108340.170000 sec): 3 clusters
  Score: Raw -10659751.160350 + Penalty 3695.220501 = -10656055.939849
  nChanged 6522
		SP:Iteration 6F (108340.920000 sec): 3 clusters
  Score: Raw -10711823.905541 + Penalty 3695.220501 = -10708128.685041
  nChanged 5562
		SP:Iteration 7F (108341.680000 sec): 3 clusters
  Score: Raw -10735737.269892 + Penalty 3695.220501 = -10732042.049391
  nChanged 3077
		SP:Iteration 8Q (108342.360000 sec): 3 clusters
  Score: Raw -10758256.952587 + Penalty 3695.220501 = -10754561.732087
  nChanged 520
		SP:Iteration 9Q (108342.980000 sec): 3 clusters
  Score: Raw -10765986.618234 + Penalty 3695.220501 = -10762291.397733
  nChanged 45
		SP:Iteration 10Q (108343.610000 sec): 3 clusters
  Score: Raw -10766094.728312 + Penalty 3695.220501 = -10762399.507811
  nChanged 2
		SP:Iteration 11Q (108344.230000 sec): 3 clusters
  Score: Raw -10766095.039052 + Penalty 3695.220501 = -10762399.818552
  nChanged 0
		SP:Iteration 12F (108344.960000 sec): 3 clusters
  Score: Raw -10766095.039052 + Penalty 3695.220501 = -10762399.818552
  nChanged 0
  Score: Raw -117813996.790666 + Penalty 51758.437392 = -117762238.353274

Splitting cluster 4 changes total score from -117556090.980356 to -117762238.353274

 So it's getting split into cluster 23.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 5 (51607 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108415.440000 sec): 2 clusters
  Score: Raw -5965668.067478 + Penalty 1763.354548 = -5963904.712930
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108415.970000 sec): 3 clusters
  Score: Raw -5933255.850291 + Penalty 3526.709095 = -5929729.141196
  nChanged 24354
		SP:Iteration 1F (108416.430000 sec): 3 clusters
  Score: Raw -5954452.297480 + Penalty 3526.709095 = -5950925.588385
  nChanged 5945
		SP:Iteration 2F (108416.940000 sec): 3 clusters
  Score: Raw -5962336.262901 + Penalty 3526.709095 = -5958809.553806
  nChanged 6278
		SP:Iteration 3F (108417.400000 sec): 3 clusters
  Score: Raw -5970769.628179 + Penalty 3526.709095 = -5967242.919084
  nChanged 5510
		SP:Iteration 4F (108417.890000 sec): 3 clusters
  Score: Raw -5977339.118410 + Penalty 3526.709095 = -5973812.409315
  nChanged 3736
		SP:Iteration 5F (108418.350000 sec): 3 clusters
  Score: Raw -5980445.822187 + Penalty 3526.709095 = -5976919.113092
  nChanged 2265
		SP:Iteration 6Q (108418.830000 sec): 3 clusters
  Score: Raw -5982584.466150 + Penalty 3526.709095 = -5979057.757055
  nChanged 1653
		SP:Iteration 7Q (108419.280000 sec): 3 clusters
  Score: Raw -5984356.098343 + Penalty 3526.709095 = -5980829.389247
  nChanged 1384
		SP:Iteration 8Q (108419.780000 sec): 3 clusters
  Score: Raw -5985669.854919 + Penalty 3526.709095 = -5982143.145824
  nChanged 1106
		SP:Iteration 9Q (108420.220000 sec): 3 clusters
  Score: Raw -5986535.171670 + Penalty 3526.709095 = -5983008.462575
  nChanged 868
		SP:Iteration 10Q (108420.720000 sec): 3 clusters
  Score: Raw -5986810.190110 + Penalty 3526.709095 = -5983283.481014
  nChanged 540
		SP:Iteration 11Q (108421.160000 sec): 3 clusters
  Score: Raw -5986896.704362 + Penalty 3526.709095 = -5983369.995267
  nChanged 354
		SP:Iteration 12Q (108421.660000 sec): 3 clusters
  Score: Raw -5986930.941616 + Penalty 3526.709095 = -5983404.232521
  nChanged 208
		SP:Iteration 13Q (108422.110000 sec): 3 clusters
  Score: Raw -5986950.483461 + Penalty 3526.709095 = -5983423.774365
  nChanged 160
		SP:Iteration 14Q (108422.600000 sec): 3 clusters
  Score: Raw -5986965.081031 + Penalty 3526.709095 = -5983438.371936
  nChanged 161
		SP:Iteration 15Q (108423.050000 sec): 3 clusters
  Score: Raw -5986979.294713 + Penalty 3526.709095 = -5983452.585618
  nChanged 160
		SP:Iteration 16Q (108423.560000 sec): 3 clusters
  Score: Raw -5986991.931403 + Penalty 3526.709095 = -5983465.222307
  nChanged 146
		SP:Iteration 17Q (108424.000000 sec): 3 clusters
  Score: Raw -5987002.713199 + Penalty 3526.709095 = -5983476.004103
  nChanged 138
		SP:Iteration 18Q (108424.500000 sec): 3 clusters
  Score: Raw -5987012.978176 + Penalty 3526.709095 = -5983486.269080
  nChanged 129
		SP:Iteration 19Q (108424.940000 sec): 3 clusters
  Score: Raw -5987021.857999 + Penalty 3526.709095 = -5983495.148904
  nChanged 117
		SP:Iteration 20F (108425.460000 sec): 3 clusters
  Score: Raw -5987032.700067 + Penalty 3526.709095 = -5983505.990971
  nChanged 124
		SP:Iteration 21Q (108425.900000 sec): 3 clusters
  Score: Raw -5987043.390982 + Penalty 3526.709095 = -5983516.681886
  nChanged 126
		SP:Iteration 22Q (108426.400000 sec): 3 clusters
  Score: Raw -5987053.811906 + Penalty 3526.709095 = -5983527.102811
  nChanged 126
		SP:Iteration 23Q (108426.850000 sec): 3 clusters
  Score: Raw -5987064.245503 + Penalty 3526.709095 = -5983537.536407
  nChanged 122
		SP:Iteration 24Q (108427.340000 sec): 3 clusters
  Score: Raw -5987072.812105 + Penalty 3526.709095 = -5983546.103009
  nChanged 103
		SP:Iteration 25Q (108427.790000 sec): 3 clusters
  Score: Raw -5987078.794477 + Penalty 3526.709095 = -5983552.085382
  nChanged 88
		SP:Iteration 26Q (108428.280000 sec): 3 clusters
  Score: Raw -5987083.475942 + Penalty 3526.709095 = -5983556.766847
  nChanged 72
		SP:Iteration 27Q (108428.730000 sec): 3 clusters
  Score: Raw -5987086.587375 + Penalty 3526.709095 = -5983559.878280
  nChanged 53
		SP:Iteration 28Q (108429.220000 sec): 3 clusters
  Score: Raw -5987088.969122 + Penalty 3526.709095 = -5983562.260027
  nChanged 52
		SP:Iteration 29Q (108429.680000 sec): 3 clusters
  Score: Raw -5987091.280720 + Penalty 3526.709095 = -5983564.571625
  nChanged 54
		SP:Iteration 30Q (108430.170000 sec): 3 clusters
  Score: Raw -5987093.400914 + Penalty 3526.709095 = -5983566.691818
  nChanged 50
		SP:Iteration 31Q (108430.620000 sec): 3 clusters
  Score: Raw -5987095.023342 + Penalty 3526.709095 = -5983568.314247
  nChanged 42
		SP:Iteration 32Q (108431.110000 sec): 3 clusters
  Score: Raw -5987096.481202 + Penalty 3526.709095 = -5983569.772107
  nChanged 40
		SP:Iteration 33Q (108431.580000 sec): 3 clusters
  Score: Raw -5987097.703167 + Penalty 3526.709095 = -5983570.994071
  nChanged 38
		SP:Iteration 34Q (108432.080000 sec): 3 clusters
  Score: Raw -5987099.160523 + Penalty 3526.709095 = -5983572.451427
  nChanged 26
		SP:Iteration 35Q (108432.530000 sec): 3 clusters
  Score: Raw -5987100.118536 + Penalty 3526.709095 = -5983573.409441
  nChanged 35
		SP:Iteration 36Q (108433.020000 sec): 3 clusters
  Score: Raw -5987101.629041 + Penalty 3526.709095 = -5983574.919945
  nChanged 43
		SP:Iteration 37Q (108433.470000 sec): 3 clusters
  Score: Raw -5987103.255169 + Penalty 3526.709095 = -5983576.546074
  nChanged 50
		SP:Iteration 38Q (108433.960000 sec): 3 clusters
  Score: Raw -5987105.755142 + Penalty 3526.709095 = -5983579.046047
  nChanged 47
		SP:Iteration 39Q (108434.410000 sec): 3 clusters
  Score: Raw -5987107.660479 + Penalty 3526.709095 = -5983580.951383
  nChanged 39
		SP:Iteration 40F (108434.910000 sec): 3 clusters
  Score: Raw -5987109.443988 + Penalty 3526.709095 = -5983582.734892
  nChanged 37
		SP:Iteration 41Q (108435.370000 sec): 3 clusters
  Score: Raw -5987110.767900 + Penalty 3526.709095 = -5983584.058805
  nChanged 27
		SP:Iteration 42Q (108435.860000 sec): 3 clusters
  Score: Raw -5987111.590345 + Penalty 3526.709095 = -5983584.881250
  nChanged 24
		SP:Iteration 43Q (108436.300000 sec): 3 clusters
  Score: Raw -5987112.303736 + Penalty 3526.709095 = -5983585.594641
  nChanged 20
		SP:Iteration 44Q (108436.750000 sec): 3 clusters
  Score: Raw -5987113.000297 + Penalty 3526.709095 = -5983586.291202
  nChanged 19
		SP:Iteration 45Q (108437.240000 sec): 3 clusters
  Score: Raw -5987113.481072 + Penalty 3526.709095 = -5983586.771977
  nChanged 8
		SP:Iteration 46Q (108437.690000 sec): 3 clusters
  Score: Raw -5987113.688437 + Penalty 3526.709095 = -5983586.979342
  nChanged 10
		SP:Iteration 47Q (108438.180000 sec): 3 clusters
  Score: Raw -5987114.123634 + Penalty 3526.709095 = -5983587.414539
  nChanged 9
		SP:Iteration 48Q (108438.630000 sec): 3 clusters
  Score: Raw -5987114.302853 + Penalty 3526.709095 = -5983587.593758
  nChanged 8
		SP:Iteration 49Q (108439.120000 sec): 3 clusters
  Score: Raw -5987114.539494 + Penalty 3526.709095 = -5983587.830398
  nChanged 5
		SP:Iteration 50Q (108439.570000 sec): 3 clusters
  Score: Raw -5987114.771076 + Penalty 3526.709095 = -5983588.061980
  nChanged 4
		SP:Iteration 51Q (108440.060000 sec): 3 clusters
  Score: Raw -5987114.848527 + Penalty 3526.709095 = -5983588.139431
  nChanged 3
		SP:Iteration 52Q (108440.500000 sec): 3 clusters
  Score: Raw -5987114.944497 + Penalty 3526.709095 = -5983588.235402
  nChanged 4
		SP:Iteration 53Q (108440.950000 sec): 3 clusters
  Score: Raw -5987115.015085 + Penalty 3526.709095 = -5983588.305989
  nChanged 1
		SP:Iteration 54Q (108441.440000 sec): 3 clusters
  Score: Raw -5987115.020073 + Penalty 3526.709095 = -5983588.310977
  nChanged 0
		SP:Iteration 55F (108441.910000 sec): 3 clusters
  Score: Raw -5987115.020073 + Penalty 3526.709095 = -5983588.310977
  nChanged 0
  Score: Raw -117835443.743259 + Penalty 54008.804235 = -117781434.939024

Splitting cluster 5 changes total score from -117556090.980356 to -117781434.939024

 So it's getting split into cluster 24.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 6 (21188 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108515.040000 sec): 2 clusters
  Score: Raw -2190710.128640 + Penalty 1618.693418 = -2189091.435222
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108515.330000 sec): 3 clusters
  Score: Raw -2178153.145230 + Penalty 3237.386835 = -2174915.758395
  nChanged 9823
		SP:Iteration 1F (108515.560000 sec): 3 clusters
  Score: Raw -2187938.082501 + Penalty 3237.386835 = -2184700.695665
  nChanged 2905
		SP:Iteration 2F (108515.830000 sec): 3 clusters
  Score: Raw -2193239.095210 + Penalty 3237.386835 = -2190001.708375
  nChanged 2479
		SP:Iteration 3F (108516.090000 sec): 3 clusters
  Score: Raw -2197613.312350 + Penalty 3237.386835 = -2194375.925515
  nChanged 1807
		SP:Iteration 4F (108516.360000 sec): 3 clusters
  Score: Raw -2199713.637713 + Penalty 3237.386835 = -2196476.250878
  nChanged 1126
		SP:Iteration 5F (108516.590000 sec): 3 clusters
  Score: Raw -2200642.840191 + Penalty 3237.386835 = -2197405.453355
  nChanged 722
		SP:Iteration 6Q (108516.830000 sec): 3 clusters
  Score: Raw -2201166.511847 + Penalty 3237.386835 = -2197929.125011
  nChanged 498
		SP:Iteration 7Q (108517.050000 sec): 3 clusters
  Score: Raw -2201488.432923 + Penalty 3237.386835 = -2198251.046088
  nChanged 353
		SP:Iteration 8Q (108517.270000 sec): 3 clusters
  Score: Raw -2201654.608013 + Penalty 3237.386835 = -2198417.221177
  nChanged 224
		SP:Iteration 9Q (108517.510000 sec): 3 clusters
  Score: Raw -2201731.964526 + Penalty 3237.386835 = -2198494.577691
  nChanged 158
		SP:Iteration 10Q (108517.770000 sec): 3 clusters
  Score: Raw -2201785.655928 + Penalty 3237.386835 = -2198548.269092
  nChanged 146
		SP:Iteration 11Q (108518.020000 sec): 3 clusters
  Score: Raw -2201834.977704 + Penalty 3237.386835 = -2198597.590868
  nChanged 129
		SP:Iteration 12Q (108518.250000 sec): 3 clusters
  Score: Raw -2201905.037786 + Penalty 3237.386835 = -2198667.650950
  nChanged 147
		SP:Iteration 13Q (108518.490000 sec): 3 clusters
  Score: Raw -2202019.523855 + Penalty 3237.386835 = -2198782.137020
  nChanged 156
		SP:Iteration 14Q (108518.710000 sec): 3 clusters
  Score: Raw -2202220.367039 + Penalty 3237.386835 = -2198982.980203
  nChanged 185
		SP:Iteration 15Q (108518.930000 sec): 3 clusters
  Score: Raw -2202487.381746 + Penalty 3237.386835 = -2199249.994911
  nChanged 198
		SP:Iteration 16Q (108519.170000 sec): 3 clusters
  Score: Raw -2202578.789337 + Penalty 3237.386835 = -2199341.402502
  nChanged 151
		SP:Iteration 17Q (108519.430000 sec): 3 clusters
  Score: Raw -2202610.044220 + Penalty 3237.386835 = -2199372.657385
  nChanged 90
		SP:Iteration 18Q (108519.680000 sec): 3 clusters
  Score: Raw -2202623.574618 + Penalty 3237.386835 = -2199386.187783
  nChanged 81
		SP:Iteration 19Q (108519.900000 sec): 3 clusters
  Score: Raw -2202635.796951 + Penalty 3237.386835 = -2199398.410115
  nChanged 60
		SP:Iteration 20F (108520.150000 sec): 3 clusters
  Score: Raw -2202646.302354 + Penalty 3237.386835 = -2199408.915519
  nChanged 71
		SP:Iteration 21Q (108520.370000 sec): 3 clusters
  Score: Raw -2202659.654275 + Penalty 3237.386835 = -2199422.267440
  nChanged 67
		SP:Iteration 22Q (108520.630000 sec): 3 clusters
  Score: Raw -2202670.652205 + Penalty 3237.386835 = -2199433.265370
  nChanged 56
		SP:Iteration 23Q (108520.850000 sec): 3 clusters
  Score: Raw -2202680.812756 + Penalty 3237.386835 = -2199443.425921
  nChanged 61
		SP:Iteration 24Q (108521.070000 sec): 3 clusters
  Score: Raw -2202697.041113 + Penalty 3237.386835 = -2199459.654277
  nChanged 61
		SP:Iteration 25Q (108521.320000 sec): 3 clusters
  Score: Raw -2202714.748514 + Penalty 3237.386835 = -2199477.361678
  nChanged 66
		SP:Iteration 26Q (108521.540000 sec): 3 clusters
  Score: Raw -2202726.605559 + Penalty 3237.386835 = -2199489.218724
  nChanged 64
		SP:Iteration 27Q (108521.780000 sec): 3 clusters
  Score: Raw -2202737.503011 + Penalty 3237.386835 = -2199500.116176
  nChanged 57
		SP:Iteration 28Q (108522.030000 sec): 3 clusters
  Score: Raw -2202747.422131 + Penalty 3237.386835 = -2199510.035295
  nChanged 55
		SP:Iteration 29Q (108522.290000 sec): 3 clusters
  Score: Raw -2202762.140556 + Penalty 3237.386835 = -2199524.753721
  nChanged 56
		SP:Iteration 30Q (108522.500000 sec): 3 clusters
  Score: Raw -2202780.685185 + Penalty 3237.386835 = -2199543.298349
  nChanged 63
		SP:Iteration 31Q (108522.750000 sec): 3 clusters
  Score: Raw -2202791.140326 + Penalty 3237.386835 = -2199553.753491
  nChanged 50
		SP:Iteration 32Q (108523.000000 sec): 3 clusters
  Score: Raw -2202799.152857 + Penalty 3237.386835 = -2199561.766021
  nChanged 38
		SP:Iteration 33Q (108523.250000 sec): 3 clusters
  Score: Raw -2202806.244255 + Penalty 3237.386835 = -2199568.857420
  nChanged 43
		SP:Iteration 34Q (108523.470000 sec): 3 clusters
  Score: Raw -2202813.628016 + Penalty 3237.386835 = -2199576.241181
  nChanged 50
		SP:Iteration 35Q (108523.710000 sec): 3 clusters
  Score: Raw -2202822.115547 + Penalty 3237.386835 = -2199584.728711
  nChanged 46
		SP:Iteration 36Q (108523.950000 sec): 3 clusters
  Score: Raw -2202830.543122 + Penalty 3237.386835 = -2199593.156286
  nChanged 47
		SP:Iteration 37Q (108524.210000 sec): 3 clusters
  Score: Raw -2202838.586505 + Penalty 3237.386835 = -2199601.199669
  nChanged 45
		SP:Iteration 38Q (108524.430000 sec): 3 clusters
  Score: Raw -2202844.228641 + Penalty 3237.386835 = -2199606.841806
  nChanged 34
		SP:Iteration 39Q (108524.670000 sec): 3 clusters
  Score: Raw -2202848.758717 + Penalty 3237.386835 = -2199611.371882
  nChanged 29
		SP:Iteration 40F (108524.930000 sec): 3 clusters
  Score: Raw -2202852.765094 + Penalty 3237.386835 = -2199615.378259
  nChanged 34
		SP:Iteration 41Q (108525.190000 sec): 3 clusters
  Score: Raw -2202855.521318 + Penalty 3237.386835 = -2199618.134483
  nChanged 19
		SP:Iteration 42Q (108525.440000 sec): 3 clusters
  Score: Raw -2202857.424925 + Penalty 3237.386835 = -2199620.038090
  nChanged 25
		SP:Iteration 43Q (108525.660000 sec): 3 clusters
  Score: Raw -2202861.048824 + Penalty 3237.386835 = -2199623.661988
  nChanged 26
		SP:Iteration 44Q (108525.880000 sec): 3 clusters
  Score: Raw -2202864.713292 + Penalty 3237.386835 = -2199627.326457
  nChanged 31
		SP:Iteration 45Q (108526.130000 sec): 3 clusters
  Score: Raw -2202868.438198 + Penalty 3237.386835 = -2199631.051363
  nChanged 35
		SP:Iteration 46Q (108526.350000 sec): 3 clusters
  Score: Raw -2202872.574975 + Penalty 3237.386835 = -2199635.188140
  nChanged 27
		SP:Iteration 47Q (108526.570000 sec): 3 clusters
  Score: Raw -2202877.691013 + Penalty 3237.386835 = -2199640.304178
  nChanged 32
		SP:Iteration 48Q (108526.820000 sec): 3 clusters
  Score: Raw -2202883.740267 + Penalty 3237.386835 = -2199646.353431
  nChanged 34
		SP:Iteration 49Q (108527.030000 sec): 3 clusters
  Score: Raw -2202888.569809 + Penalty 3237.386835 = -2199651.182974
  nChanged 24
		SP:Iteration 50Q (108527.280000 sec): 3 clusters
  Score: Raw -2202894.638409 + Penalty 3237.386835 = -2199657.251573
  nChanged 31
		SP:Iteration 51Q (108527.530000 sec): 3 clusters
  Score: Raw -2202898.974704 + Penalty 3237.386835 = -2199661.587868
  nChanged 26
		SP:Iteration 52Q (108527.780000 sec): 3 clusters
  Score: Raw -2202901.104623 + Penalty 3237.386835 = -2199663.717788
  nChanged 14
		SP:Iteration 53Q (108528.000000 sec): 3 clusters
  Score: Raw -2202902.449468 + Penalty 3237.386835 = -2199665.062633
  nChanged 17
		SP:Iteration 54Q (108528.220000 sec): 3 clusters
  Score: Raw -2202903.565102 + Penalty 3237.386835 = -2199666.178266
  nChanged 14
		SP:Iteration 55Q (108528.470000 sec): 3 clusters
  Score: Raw -2202904.830309 + Penalty 3237.386835 = -2199667.443473
  nChanged 13
		SP:Iteration 56Q (108528.690000 sec): 3 clusters
  Score: Raw -2202905.953919 + Penalty 3237.386835 = -2199668.567084
  nChanged 13
		SP:Iteration 57Q (108528.910000 sec): 3 clusters
  Score: Raw -2202907.143794 + Penalty 3237.386835 = -2199669.756959
  nChanged 12
		SP:Iteration 58Q (108529.160000 sec): 3 clusters
  Score: Raw -2202907.752911 + Penalty 3237.386835 = -2199670.366076
  nChanged 11
		SP:Iteration 59Q (108529.370000 sec): 3 clusters
  Score: Raw -2202908.280029 + Penalty 3237.386835 = -2199670.893193
  nChanged 4
		SP:Iteration 60F (108529.610000 sec): 3 clusters
  Score: Raw -2202908.472114 + Penalty 3237.386835 = -2199671.085279
  nChanged 2
		SP:Iteration 61Q (108529.860000 sec): 3 clusters
  Score: Raw -2202908.523604 + Penalty 3237.386835 = -2199671.136768
  nChanged 1
		SP:Iteration 62Q (108530.080000 sec): 3 clusters
  Score: Raw -2202908.546788 + Penalty 3237.386835 = -2199671.159953
  nChanged 1
		SP:Iteration 63Q (108530.320000 sec): 3 clusters
  Score: Raw -2202908.598674 + Penalty 3237.386835 = -2199671.211838
  nChanged 0
		SP:Iteration 64F (108530.580000 sec): 3 clusters
  Score: Raw -2202908.598674 + Penalty 3237.386835 = -2199671.211838
  nChanged 0
  Score: Raw -117847642.213293 + Penalty 56259.171078 = -117791383.042215

Splitting cluster 6 changes total score from -117556090.980356 to -117791383.042215

 So it's getting split into cluster 25.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 7 (8131 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108606.500000 sec): 2 clusters
  Score: Raw -830935.547242 + Penalty 1463.058869 = -829472.488373
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108606.660000 sec): 3 clusters
  Score: Raw -826855.415599 + Penalty 2926.117739 = -823929.297860
  nChanged 3480
		SP:Iteration 1F (108606.770000 sec): 3 clusters
  Score: Raw -833756.133221 + Penalty 2926.117739 = -830830.015482
  nChanged 1403
		SP:Iteration 2F (108606.900000 sec): 3 clusters
  Score: Raw -842167.254166 + Penalty 2926.117739 = -839241.136427
  nChanged 1446
		SP:Iteration 3F (108607.030000 sec): 3 clusters
  Score: Raw -845279.397114 + Penalty 2926.117739 = -842353.279375
  nChanged 743
		SP:Iteration 4F (108607.150000 sec): 3 clusters
  Score: Raw -846834.853048 + Penalty 2926.117739 = -843908.735309
  nChanged 394
		SP:Iteration 5Q (108607.270000 sec): 3 clusters
  Score: Raw -847786.728626 + Penalty 2926.117739 = -844860.610887
  nChanged 266
		SP:Iteration 6Q (108607.390000 sec): 3 clusters
  Score: Raw -848300.512800 + Penalty 2926.117739 = -845374.395061
  nChanged 127
		SP:Iteration 7Q (108607.510000 sec): 3 clusters
  Score: Raw -848572.756039 + Penalty 2926.117739 = -845646.638300
  nChanged 77
		SP:Iteration 8Q (108607.620000 sec): 3 clusters
  Score: Raw -848781.972114 + Penalty 2926.117739 = -845855.854375
  nChanged 54
		SP:Iteration 9Q (108607.740000 sec): 3 clusters
  Score: Raw -848965.452870 + Penalty 2926.117739 = -846039.335131
  nChanged 38
		SP:Iteration 10Q (108607.850000 sec): 3 clusters
  Score: Raw -849084.541961 + Penalty 2926.117739 = -846158.424222
  nChanged 23
		SP:Iteration 11Q (108607.970000 sec): 3 clusters
  Score: Raw -849209.280788 + Penalty 2926.117739 = -846283.163050
  nChanged 15
		SP:Iteration 12Q (108608.080000 sec): 3 clusters
  Score: Raw -849261.298959 + Penalty 2926.117739 = -846335.181220
  nChanged 8
		SP:Iteration 13Q (108608.200000 sec): 3 clusters
  Score: Raw -849279.153078 + Penalty 2926.117739 = -846353.035339
  nChanged 4
		SP:Iteration 14Q (108608.310000 sec): 3 clusters
  Score: Raw -849293.710123 + Penalty 2926.117739 = -846367.592384
  nChanged 4
		SP:Iteration 15Q (108608.420000 sec): 3 clusters
  Score: Raw -849303.311772 + Penalty 2926.117739 = -846377.194033
  nChanged 6
		SP:Iteration 16Q (108608.540000 sec): 3 clusters
  Score: Raw -849309.638644 + Penalty 2926.117739 = -846383.520905
  nChanged 1
		SP:Iteration 17Q (108608.650000 sec): 3 clusters
  Score: Raw -849313.657184 + Penalty 2926.117739 = -846387.539445
  nChanged 1
		SP:Iteration 18Q (108608.770000 sec): 3 clusters
  Score: Raw -849319.490443 + Penalty 2926.117739 = -846393.372704
  nChanged 2
		SP:Iteration 19Q (108608.890000 sec): 3 clusters
  Score: Raw -849324.261028 + Penalty 2926.117739 = -846398.143289
  nChanged 1
		SP:Iteration 20F (108609.010000 sec): 3 clusters
  Score: Raw -849337.111199 + Penalty 2926.117739 = -846410.993460
  nChanged 5
		SP:Iteration 21Q (108609.130000 sec): 3 clusters
  Score: Raw -849372.803139 + Penalty 2926.117739 = -846446.685401
  nChanged 8
		SP:Iteration 22Q (108609.240000 sec): 3 clusters
  Score: Raw -849460.158652 + Penalty 2926.117739 = -846534.040914
  nChanged 5
		SP:Iteration 23Q (108609.360000 sec): 3 clusters
  Score: Raw -849531.226542 + Penalty 2926.117739 = -846605.108803
  nChanged 4
		SP:Iteration 24Q (108609.470000 sec): 3 clusters
  Score: Raw -849550.712968 + Penalty 2926.117739 = -846624.595229
  nChanged 3
		SP:Iteration 25Q (108609.590000 sec): 3 clusters
  Score: Raw -849565.627910 + Penalty 2926.117739 = -846639.510171
  nChanged 4
		SP:Iteration 26Q (108609.700000 sec): 3 clusters
  Score: Raw -849572.741370 + Penalty 2926.117739 = -846646.623631
  nChanged 1
		SP:Iteration 27Q (108609.810000 sec): 3 clusters
  Score: Raw -849581.439877 + Penalty 2926.117739 = -846655.322138
  nChanged 4
		SP:Iteration 28Q (108609.930000 sec): 3 clusters
  Score: Raw -849599.988395 + Penalty 2926.117739 = -846673.870656
  nChanged 5
		SP:Iteration 29Q (108610.040000 sec): 3 clusters
  Score: Raw -849616.250226 + Penalty 2926.117739 = -846690.132487
  nChanged 1
		SP:Iteration 30Q (108610.150000 sec): 3 clusters
  Score: Raw -849616.779798 + Penalty 2926.117739 = -846690.662059
  nChanged 1
		SP:Iteration 31Q (108610.270000 sec): 3 clusters
  Score: Raw -849617.971588 + Penalty 2926.117739 = -846691.853849
  nChanged 2
		SP:Iteration 32Q (108610.380000 sec): 3 clusters
  Score: Raw -849623.470063 + Penalty 2926.117739 = -846697.352325
  nChanged 3
		SP:Iteration 33Q (108610.490000 sec): 3 clusters
  Score: Raw -849650.363222 + Penalty 2926.117739 = -846724.245483
  nChanged 3
		SP:Iteration 34Q (108610.600000 sec): 3 clusters
  Score: Raw -849656.311215 + Penalty 2926.117739 = -846730.193476
  nChanged 2
		SP:Iteration 35Q (108610.720000 sec): 3 clusters
  Score: Raw -849659.368494 + Penalty 2926.117739 = -846733.250755
  nChanged 2
		SP:Iteration 36Q (108610.830000 sec): 3 clusters
  Score: Raw -849665.671854 + Penalty 2926.117739 = -846739.554115
  nChanged 3
		SP:Iteration 37Q (108610.950000 sec): 3 clusters
  Score: Raw -849675.588054 + Penalty 2926.117739 = -846749.470316
  nChanged 3
		SP:Iteration 38Q (108611.070000 sec): 3 clusters
  Score: Raw -849683.779989 + Penalty 2926.117739 = -846757.662250
  nChanged 4
		SP:Iteration 39Q (108611.190000 sec): 3 clusters
  Score: Raw -849695.655876 + Penalty 2926.117739 = -846769.538137
  nChanged 2
		SP:Iteration 40F (108611.310000 sec): 3 clusters
  Score: Raw -849701.744350 + Penalty 2926.117739 = -846775.626611
  nChanged 3
		SP:Iteration 41Q (108611.430000 sec): 3 clusters
  Score: Raw -849716.782113 + Penalty 2926.117739 = -846790.664375
  nChanged 2
		SP:Iteration 42Q (108611.540000 sec): 3 clusters
  Score: Raw -849725.412617 + Penalty 2926.117739 = -846799.294878
  nChanged 2
		SP:Iteration 43Q (108611.650000 sec): 3 clusters
  Score: Raw -849729.416946 + Penalty 2926.117739 = -846803.299207
  nChanged 1
		SP:Iteration 44Q (108611.770000 sec): 3 clusters
  Score: Raw -849732.002649 + Penalty 2926.117739 = -846805.884910
  nChanged 0
		SP:Iteration 45F (108611.890000 sec): 3 clusters
  Score: Raw -849732.002649 + Penalty 2926.117739 = -846805.884910
  nChanged 0
  Score: Raw -117866438.668700 + Penalty 58509.537922 = -117807929.130778

Splitting cluster 7 changes total score from -117556090.980356 to -117807929.130778

 So it's getting split into cluster 26.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 8 (3263 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108692.110000 sec): 2 clusters
  Score: Raw -343395.564874 + Penalty 1314.690373 = -342080.874501
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108692.190000 sec): 3 clusters
  Score: Raw -342117.240306 + Penalty 2629.380746 = -339487.859560
  nChanged 1367
		SP:Iteration 1F (108692.250000 sec): 3 clusters
  Score: Raw -343694.288246 + Penalty 2629.380746 = -341064.907500
  nChanged 489
		SP:Iteration 2F (108692.310000 sec): 3 clusters
  Score: Raw -344878.700203 + Penalty 2629.380746 = -342249.319457
  nChanged 419
		SP:Iteration 3F (108692.370000 sec): 3 clusters
  Score: Raw -346184.875902 + Penalty 2629.380746 = -343555.495155
  nChanged 252
		SP:Iteration 4F (108692.420000 sec): 3 clusters
  Score: Raw -346951.417066 + Penalty 2629.380746 = -344322.036320
  nChanged 181
		SP:Iteration 5F (108692.480000 sec): 3 clusters
  Score: Raw -347491.669697 + Penalty 2629.380746 = -344862.288951
  nChanged 128
		SP:Iteration 6Q (108692.540000 sec): 3 clusters
  Score: Raw -347844.314738 + Penalty 2629.380746 = -345214.933992
  nChanged 84
		SP:Iteration 7Q (108692.600000 sec): 3 clusters
  Score: Raw -348054.783488 + Penalty 2629.380746 = -345425.402741
  nChanged 88
		SP:Iteration 8Q (108692.660000 sec): 3 clusters
  Score: Raw -348266.173823 + Penalty 2629.380746 = -345636.793076
  nChanged 76
		SP:Iteration 9Q (108692.720000 sec): 3 clusters
  Score: Raw -348486.586756 + Penalty 2629.380746 = -345857.206009
  nChanged 58
		SP:Iteration 10Q (108692.780000 sec): 3 clusters
  Score: Raw -348643.839657 + Penalty 2629.380746 = -346014.458911
  nChanged 39
		SP:Iteration 11Q (108692.830000 sec): 3 clusters
  Score: Raw -348745.399214 + Penalty 2629.380746 = -346116.018467
  nChanged 30
		SP:Iteration 12Q (108692.890000 sec): 3 clusters
  Score: Raw -348790.982703 + Penalty 2629.380746 = -346161.601957
  nChanged 15
		SP:Iteration 13Q (108692.950000 sec): 3 clusters
  Score: Raw -348800.356368 + Penalty 2629.380746 = -346170.975622
  nChanged 7
		SP:Iteration 14Q (108693.000000 sec): 3 clusters
  Score: Raw -348804.436128 + Penalty 2629.380746 = -346175.055382
  nChanged 9
		SP:Iteration 15Q (108693.060000 sec): 3 clusters
  Score: Raw -348809.579139 + Penalty 2629.380746 = -346180.198393
  nChanged 2
		SP:Iteration 16Q (108693.120000 sec): 3 clusters
  Score: Raw -348810.166837 + Penalty 2629.380746 = -346180.786091
  nChanged 1
		SP:Iteration 17Q (108693.180000 sec): 3 clusters
  Score: Raw -348810.240683 + Penalty 2629.380746 = -346180.859936
  nChanged 0
		SP:Iteration 18F (108693.240000 sec): 3 clusters
  Score: Raw -348824.976612 + Penalty 2629.380746 = -346195.595866
  nChanged 6
		SP:Iteration 19Q (108693.300000 sec): 3 clusters
  Score: Raw -349036.576539 + Penalty 2629.380746 = -346407.195793
  nChanged 13
		SP:Iteration 20F (108693.360000 sec): 3 clusters
  Score: Raw -349186.424744 + Penalty 2629.380746 = -346557.043998
  nChanged 9
		SP:Iteration 21Q (108693.410000 sec): 3 clusters
  Score: Raw -349195.516450 + Penalty 2629.380746 = -346566.135704
  nChanged 6
		SP:Iteration 22Q (108693.470000 sec): 3 clusters
  Score: Raw -349197.783225 + Penalty 2629.380746 = -346568.402478
  nChanged 2
		SP:Iteration 23Q (108693.530000 sec): 3 clusters
  Score: Raw -349198.201173 + Penalty 2629.380746 = -346568.820426
  nChanged 0
		SP:Iteration 24F (108693.590000 sec): 3 clusters
  Score: Raw -349198.201173 + Penalty 2629.380746 = -346568.820426
  nChanged 0
  Score: Raw -117872241.304998 + Penalty 60759.904765 = -117811481.400234

Splitting cluster 8 changes total score from -117556090.980356 to -117811481.400234

 So it's getting split into cluster 27.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 10 (28840 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108776.090000 sec): 2 clusters
  Score: Raw -3221660.241487 + Penalty 1668.796771 = -3219991.444716
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108776.420000 sec): 3 clusters
  Score: Raw -3204033.385562 + Penalty 3337.593542 = -3200695.792019
  nChanged 13265
		SP:Iteration 1F (108776.760000 sec): 3 clusters
  Score: Raw -3212850.185794 + Penalty 3337.593542 = -3209512.592252
  nChanged 2808
		SP:Iteration 2F (108777.090000 sec): 3 clusters
  Score: Raw -3216460.209766 + Penalty 3337.593542 = -3213122.616224
  nChanged 3470
		SP:Iteration 3F (108777.430000 sec): 3 clusters
  Score: Raw -3221908.995770 + Penalty 3337.593542 = -3218571.402228
  nChanged 3024
		SP:Iteration 4F (108777.760000 sec): 3 clusters
  Score: Raw -3226099.435847 + Penalty 3337.593542 = -3222761.842305
  nChanged 1983
		SP:Iteration 5F (108778.100000 sec): 3 clusters
  Score: Raw -3228181.927792 + Penalty 3337.593542 = -3224844.334250
  nChanged 1258
		SP:Iteration 6Q (108778.420000 sec): 3 clusters
  Score: Raw -3229254.038076 + Penalty 3337.593542 = -3225916.444534
  nChanged 733
		SP:Iteration 7Q (108778.720000 sec): 3 clusters
  Score: Raw -3229601.326607 + Penalty 3337.593542 = -3226263.733065
  nChanged 395
		SP:Iteration 8Q (108779.000000 sec): 3 clusters
  Score: Raw -3229690.181180 + Penalty 3337.593542 = -3226352.587637
  nChanged 199
		SP:Iteration 9Q (108779.300000 sec): 3 clusters
  Score: Raw -3229724.111207 + Penalty 3337.593542 = -3226386.517665
  nChanged 137
		SP:Iteration 10Q (108779.610000 sec): 3 clusters
  Score: Raw -3229741.394220 + Penalty 3337.593542 = -3226403.800678
  nChanged 103
		SP:Iteration 11Q (108779.880000 sec): 3 clusters
  Score: Raw -3229758.691413 + Penalty 3337.593542 = -3226421.097871
  nChanged 96
		SP:Iteration 12Q (108780.210000 sec): 3 clusters
  Score: Raw -3229774.963413 + Penalty 3337.593542 = -3226437.369871
  nChanged 86
		SP:Iteration 13Q (108780.530000 sec): 3 clusters
  Score: Raw -3229793.465476 + Penalty 3337.593542 = -3226455.871934
  nChanged 111
		SP:Iteration 14Q (108780.840000 sec): 3 clusters
  Score: Raw -3229821.159411 + Penalty 3337.593542 = -3226483.565869
  nChanged 115
		SP:Iteration 15Q (108781.120000 sec): 3 clusters
  Score: Raw -3229854.363621 + Penalty 3337.593542 = -3226516.770079
  nChanged 112
		SP:Iteration 16Q (108781.420000 sec): 3 clusters
  Score: Raw -3229887.515137 + Penalty 3337.593542 = -3226549.921595
  nChanged 120
		SP:Iteration 17Q (108781.720000 sec): 3 clusters
  Score: Raw -3229922.386759 + Penalty 3337.593542 = -3226584.793217
  nChanged 127
		SP:Iteration 18Q (108781.990000 sec): 3 clusters
  Score: Raw -3229959.550642 + Penalty 3337.593542 = -3226621.957100
  nChanged 134
		SP:Iteration 19Q (108782.320000 sec): 3 clusters
  Score: Raw -3229994.859867 + Penalty 3337.593542 = -3226657.266325
  nChanged 121
		SP:Iteration 20F (108782.650000 sec): 3 clusters
  Score: Raw -3230019.514251 + Penalty 3337.593542 = -3226681.920709
  nChanged 106
		SP:Iteration 21Q (108782.960000 sec): 3 clusters
  Score: Raw -3230034.426073 + Penalty 3337.593542 = -3226696.832531
  nChanged 90
		SP:Iteration 22Q (108783.240000 sec): 3 clusters
  Score: Raw -3230045.224293 + Penalty 3337.593542 = -3226707.630751
  nChanged 56
		SP:Iteration 23Q (108783.540000 sec): 3 clusters
  Score: Raw -3230051.379703 + Penalty 3337.593542 = -3226713.786160
  nChanged 62
		SP:Iteration 24Q (108783.860000 sec): 3 clusters
  Score: Raw -3230057.909477 + Penalty 3337.593542 = -3226720.315934
  nChanged 50
		SP:Iteration 25Q (108784.140000 sec): 3 clusters
  Score: Raw -3230062.042692 + Penalty 3337.593542 = -3226724.449150
  nChanged 36
		SP:Iteration 26Q (108784.440000 sec): 3 clusters
  Score: Raw -3230064.573297 + Penalty 3337.593542 = -3226726.979755
  nChanged 29
		SP:Iteration 27Q (108784.760000 sec): 3 clusters
  Score: Raw -3230067.276386 + Penalty 3337.593542 = -3226729.682844
  nChanged 32
		SP:Iteration 28Q (108785.040000 sec): 3 clusters
  Score: Raw -3230069.687535 + Penalty 3337.593542 = -3226732.093993
  nChanged 20
		SP:Iteration 29Q (108785.340000 sec): 3 clusters
  Score: Raw -3230071.270638 + Penalty 3337.593542 = -3226733.677096
  nChanged 25
		SP:Iteration 30Q (108785.670000 sec): 3 clusters
  Score: Raw -3230073.238044 + Penalty 3337.593542 = -3226735.644502
  nChanged 18
		SP:Iteration 31Q (108785.990000 sec): 3 clusters
  Score: Raw -3230074.807544 + Penalty 3337.593542 = -3226737.214002
  nChanged 16
		SP:Iteration 32Q (108786.270000 sec): 3 clusters
  Score: Raw -3230075.824310 + Penalty 3337.593542 = -3226738.230767
  nChanged 14
		SP:Iteration 33Q (108786.570000 sec): 3 clusters
  Score: Raw -3230076.532830 + Penalty 3337.593542 = -3226738.939288
  nChanged 8
		SP:Iteration 34Q (108786.900000 sec): 3 clusters
  Score: Raw -3230076.798946 + Penalty 3337.593542 = -3226739.205403
  nChanged 4
		SP:Iteration 35Q (108787.210000 sec): 3 clusters
  Score: Raw -3230076.943392 + Penalty 3337.593542 = -3226739.349850
  nChanged 4
		SP:Iteration 36Q (108787.490000 sec): 3 clusters
  Score: Raw -3230077.108587 + Penalty 3337.593542 = -3226739.515045
  nChanged 4
		SP:Iteration 37Q (108787.790000 sec): 3 clusters
  Score: Raw -3230077.239823 + Penalty 3337.593542 = -3226739.646280
  nChanged 4
		SP:Iteration 38Q (108788.130000 sec): 3 clusters
  Score: Raw -3230077.403680 + Penalty 3337.593542 = -3226739.810138
  nChanged 2
		SP:Iteration 39Q (108788.460000 sec): 3 clusters
  Score: Raw -3230077.498533 + Penalty 3337.593542 = -3226739.904991
  nChanged 1
		SP:Iteration 40F (108788.790000 sec): 3 clusters
  Score: Raw -3230077.559870 + Penalty 3337.593542 = -3226739.966328
  nChanged 1
		SP:Iteration 41Q (108789.120000 sec): 3 clusters
  Score: Raw -3230077.571743 + Penalty 3337.593542 = -3226739.978201
  nChanged 0
		SP:Iteration 42F (108789.410000 sec): 3 clusters
  Score: Raw -3230077.571743 + Penalty 3337.593542 = -3226739.978201
  nChanged 0
  Score: Raw -117880658.635254 + Penalty 63010.271608 = -117817648.363646

Splitting cluster 10 changes total score from -117556090.980356 to -117817648.363646

 So it's getting split into cluster 28.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 11 (135490 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108891.930000 sec): 2 clusters
  Score: Raw -16097415.401329 + Penalty 1920.206131 = -16095495.195197
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108893.040000 sec): 3 clusters
  Score: Raw -16008450.291975 + Penalty 3840.412263 = -16004609.879713
  nChanged 65255
		SP:Iteration 1F (108894.180000 sec): 3 clusters
  Score: Raw -16047508.530117 + Penalty 3840.412263 = -16043668.117854
  nChanged 4944
		SP:Iteration 2Q (108895.320000 sec): 3 clusters
  Score: Raw -16049118.461657 + Penalty 3840.412263 = -16045278.049395
  nChanged 6003
		SP:Iteration 3Q (108896.460000 sec): 3 clusters
  Score: Raw -16051710.256414 + Penalty 3840.412263 = -16047869.844151
  nChanged 7287
		SP:Iteration 4F (108897.570000 sec): 3 clusters
  Score: Raw -16055813.910284 + Penalty 3840.412263 = -16051973.498021
  nChanged 8480
		SP:Iteration 5F (108898.670000 sec): 3 clusters
  Score: Raw -16061551.359243 + Penalty 3840.412263 = -16057710.946981
  nChanged 9035
		SP:Iteration 6F (108899.800000 sec): 3 clusters
  Score: Raw -16068064.163121 + Penalty 3840.412263 = -16064223.750859
  nChanged 8464
		SP:Iteration 7F (108900.930000 sec): 3 clusters
  Score: Raw -16074217.497756 + Penalty 3840.412263 = -16070377.085493
  nChanged 7056
		SP:Iteration 8F (108902.060000 sec): 3 clusters
  Score: Raw -16079125.998345 + Penalty 3840.412263 = -16075285.586083
  nChanged 5649
		SP:Iteration 9Q (108903.170000 sec): 3 clusters
  Score: Raw -16082882.457030 + Penalty 3840.412263 = -16079042.044767
  nChanged 4526
		SP:Iteration 10Q (108904.240000 sec): 3 clusters
  Score: Raw -16085745.845807 + Penalty 3840.412263 = -16081905.433544
  nChanged 3747
		SP:Iteration 11Q (108905.320000 sec): 3 clusters
  Score: Raw -16088053.762353 + Penalty 3840.412263 = -16084213.350090
  nChanged 3297
		SP:Iteration 12Q (108906.370000 sec): 3 clusters
  Score: Raw -16090076.382106 + Penalty 3840.412263 = -16086235.969843
  nChanged 2825
		SP:Iteration 13Q (108907.390000 sec): 3 clusters
  Score: Raw -16091824.449367 + Penalty 3840.412263 = -16087984.037104
  nChanged 2417
		SP:Iteration 14Q (108908.440000 sec): 3 clusters
  Score: Raw -16093319.495275 + Penalty 3840.412263 = -16089479.083013
  nChanged 1977
		SP:Iteration 15Q (108909.480000 sec): 3 clusters
  Score: Raw -16094585.713376 + Penalty 3840.412263 = -16090745.301113
  nChanged 1582
		SP:Iteration 16Q (108910.520000 sec): 3 clusters
  Score: Raw -16095636.554440 + Penalty 3840.412263 = -16091796.142177
  nChanged 1180
		SP:Iteration 17Q (108911.550000 sec): 3 clusters
  Score: Raw -16096431.031320 + Penalty 3840.412263 = -16092590.619057
  nChanged 845
		SP:Iteration 18Q (108912.580000 sec): 3 clusters
  Score: Raw -16096979.159134 + Penalty 3840.412263 = -16093138.746871
  nChanged 615
		SP:Iteration 19Q (108913.590000 sec): 3 clusters
  Score: Raw -16097350.723124 + Penalty 3840.412263 = -16093510.310861
  nChanged 432
		SP:Iteration 20F (108914.690000 sec): 3 clusters
  Score: Raw -16097588.376936 + Penalty 3840.412263 = -16093747.964673
  nChanged 285
		SP:Iteration 21Q (108915.710000 sec): 3 clusters
  Score: Raw -16097730.537018 + Penalty 3840.412263 = -16093890.124755
  nChanged 198
		SP:Iteration 22Q (108916.740000 sec): 3 clusters
  Score: Raw -16097811.856757 + Penalty 3840.412263 = -16093971.444494
  nChanged 141
		SP:Iteration 23Q (108917.770000 sec): 3 clusters
  Score: Raw -16097859.977272 + Penalty 3840.412263 = -16094019.565009
  nChanged 102
		SP:Iteration 24Q (108918.810000 sec): 3 clusters
  Score: Raw -16097890.985748 + Penalty 3840.412263 = -16094050.573485
  nChanged 79
		SP:Iteration 25Q (108919.850000 sec): 3 clusters
  Score: Raw -16097920.296173 + Penalty 3840.412263 = -16094079.883910
  nChanged 74
		SP:Iteration 26Q (108920.850000 sec): 3 clusters
  Score: Raw -16097948.234047 + Penalty 3840.412263 = -16094107.821784
  nChanged 64
		SP:Iteration 27Q (108921.870000 sec): 3 clusters
  Score: Raw -16097968.639838 + Penalty 3840.412263 = -16094128.227575
  nChanged 49
		SP:Iteration 28Q (108922.880000 sec): 3 clusters
  Score: Raw -16097984.918988 + Penalty 3840.412263 = -16094144.506726
  nChanged 44
		SP:Iteration 29Q (108923.900000 sec): 3 clusters
  Score: Raw -16097997.328261 + Penalty 3840.412263 = -16094156.915999
  nChanged 36
		SP:Iteration 30Q (108924.910000 sec): 3 clusters
  Score: Raw -16098008.675431 + Penalty 3840.412263 = -16094168.263169
  nChanged 31
		SP:Iteration 31Q (108925.920000 sec): 3 clusters
  Score: Raw -16098016.771031 + Penalty 3840.412263 = -16094176.358768
  nChanged 23
		SP:Iteration 32Q (108926.930000 sec): 3 clusters
  Score: Raw -16098023.109805 + Penalty 3840.412263 = -16094182.697543
  nChanged 19
		SP:Iteration 33Q (108927.960000 sec): 3 clusters
  Score: Raw -16098028.454670 + Penalty 3840.412263 = -16094188.042407
  nChanged 15
		SP:Iteration 34Q (108928.970000 sec): 3 clusters
  Score: Raw -16098032.562499 + Penalty 3840.412263 = -16094192.150237
  nChanged 15
		SP:Iteration 35Q (108929.980000 sec): 3 clusters
  Score: Raw -16098035.830828 + Penalty 3840.412263 = -16094195.418566
  nChanged 6
		SP:Iteration 36Q (108931.000000 sec): 3 clusters
  Score: Raw -16098037.107249 + Penalty 3840.412263 = -16094196.694986
  nChanged 2
		SP:Iteration 37Q (108932.020000 sec): 3 clusters
  Score: Raw -16098037.381371 + Penalty 3840.412263 = -16094196.969108
  nChanged 1
		SP:Iteration 38Q (108933.040000 sec): 3 clusters
  Score: Raw -16098037.538140 + Penalty 3840.412263 = -16094197.125877
  nChanged 2
		SP:Iteration 39Q (108934.050000 sec): 3 clusters
  Score: Raw -16098037.942849 + Penalty 3840.412263 = -16094197.530587
  nChanged 1
		SP:Iteration 40F (108935.150000 sec): 3 clusters
  Score: Raw -16098038.202157 + Penalty 3840.412263 = -16094197.789894
  nChanged 1
		SP:Iteration 41Q (108936.200000 sec): 3 clusters
  Score: Raw -16098038.540871 + Penalty 3840.412263 = -16094198.128608
  nChanged 2
		SP:Iteration 42Q (108937.240000 sec): 3 clusters
  Score: Raw -16098039.002624 + Penalty 3840.412263 = -16094198.590361
  nChanged 2
		SP:Iteration 43Q (108938.260000 sec): 3 clusters
  Score: Raw -16098039.671167 + Penalty 3840.412263 = -16094199.258904
  nChanged 3
		SP:Iteration 44Q (108939.280000 sec): 3 clusters
  Score: Raw -16098040.116903 + Penalty 3840.412263 = -16094199.704641
  nChanged 2
		SP:Iteration 45Q (108940.290000 sec): 3 clusters
  Score: Raw -16098040.429774 + Penalty 3840.412263 = -16094200.017511
  nChanged 2
		SP:Iteration 46Q (108941.320000 sec): 3 clusters
  Score: Raw -16098040.693861 + Penalty 3840.412263 = -16094200.281598
  nChanged 1
		SP:Iteration 47Q (108942.330000 sec): 3 clusters
  Score: Raw -16098040.797118 + Penalty 3840.412263 = -16094200.384855
  nChanged 0
		SP:Iteration 48F (108943.450000 sec): 3 clusters
  Score: Raw -16098040.797118 + Penalty 3840.412263 = -16094200.384855
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 12 (95233 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108944.030000 sec): 2 clusters
  Score: Raw -10539198.821739 + Penalty 1862.913292 = -10537335.908447
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108944.890000 sec): 3 clusters
  Score: Raw -10477575.424450 + Penalty 3725.826585 = -10473849.597865
  nChanged 45582
		SP:Iteration 1F (108945.710000 sec): 3 clusters
  Score: Raw -10509533.104122 + Penalty 3725.826585 = -10505807.277537
  nChanged 8525
		SP:Iteration 2F (108946.520000 sec): 3 clusters
  Score: Raw -10518291.668557 + Penalty 3725.826585 = -10514565.841972
  nChanged 9165
		SP:Iteration 3F (108947.340000 sec): 3 clusters
  Score: Raw -10527456.434269 + Penalty 3725.826585 = -10523730.607684
  nChanged 8271
		SP:Iteration 4F (108948.160000 sec): 3 clusters
  Score: Raw -10534488.822017 + Penalty 3725.826585 = -10530762.995433
  nChanged 6928
		SP:Iteration 5F (108948.980000 sec): 3 clusters
  Score: Raw -10539635.591732 + Penalty 3725.826585 = -10535909.765147
  nChanged 5498
		SP:Iteration 6F (108949.810000 sec): 3 clusters
  Score: Raw -10543006.514030 + Penalty 3725.826585 = -10539280.687445
  nChanged 4229
		SP:Iteration 7Q (108950.630000 sec): 3 clusters
  Score: Raw -10545286.177971 + Penalty 3725.826585 = -10541560.351386
  nChanged 3293
		SP:Iteration 8Q (108951.440000 sec): 3 clusters
  Score: Raw -10547041.605706 + Penalty 3725.826585 = -10543315.779122
  nChanged 2809
		SP:Iteration 9Q (108952.250000 sec): 3 clusters
  Score: Raw -10548628.385884 + Penalty 3725.826585 = -10544902.559299
  nChanged 2467
		SP:Iteration 10Q (108953.060000 sec): 3 clusters
  Score: Raw -10550081.472373 + Penalty 3725.826585 = -10546355.645789
  nChanged 2254
		SP:Iteration 11Q (108953.900000 sec): 3 clusters
  Score: Raw -10551336.221010 + Penalty 3725.826585 = -10547610.394426
  nChanged 2021
		SP:Iteration 12Q (108954.710000 sec): 3 clusters
  Score: Raw -10552290.966358 + Penalty 3725.826585 = -10548565.139773
  nChanged 1751
		SP:Iteration 13Q (108955.540000 sec): 3 clusters
  Score: Raw -10553064.335702 + Penalty 3725.826585 = -10549338.509117
  nChanged 1525
		SP:Iteration 14Q (108956.350000 sec): 3 clusters
  Score: Raw -10553726.598004 + Penalty 3725.826585 = -10550000.771419
  nChanged 1414
		SP:Iteration 15Q (108957.170000 sec): 3 clusters
  Score: Raw -10554335.030851 + Penalty 3725.826585 = -10550609.204266
  nChanged 1292
		SP:Iteration 16Q (108958.000000 sec): 3 clusters
  Score: Raw -10554999.747770 + Penalty 3725.826585 = -10551273.921186
  nChanged 1211
		SP:Iteration 17Q (108958.810000 sec): 3 clusters
  Score: Raw -10555811.861864 + Penalty 3725.826585 = -10552086.035279
  nChanged 1207
		SP:Iteration 18Q (108959.630000 sec): 3 clusters
  Score: Raw -10556553.924326 + Penalty 3725.826585 = -10552828.097741
  nChanged 1053
		SP:Iteration 19Q (108960.450000 sec): 3 clusters
  Score: Raw -10557028.193085 + Penalty 3725.826585 = -10553302.366500
  nChanged 837
		SP:Iteration 20F (108961.310000 sec): 3 clusters
  Score: Raw -10557318.642819 + Penalty 3725.826585 = -10553592.816234
  nChanged 670
		SP:Iteration 21Q (108962.110000 sec): 3 clusters
  Score: Raw -10557489.076680 + Penalty 3725.826585 = -10553763.250095
  nChanged 526
		SP:Iteration 22Q (108962.920000 sec): 3 clusters
  Score: Raw -10557601.569180 + Penalty 3725.826585 = -10553875.742595
  nChanged 476
		SP:Iteration 23Q (108963.750000 sec): 3 clusters
  Score: Raw -10557681.712705 + Penalty 3725.826585 = -10553955.886120
  nChanged 410
		SP:Iteration 24Q (108964.570000 sec): 3 clusters
  Score: Raw -10557741.978179 + Penalty 3725.826585 = -10554016.151594
  nChanged 321
		SP:Iteration 25Q (108965.390000 sec): 3 clusters
  Score: Raw -10557776.817663 + Penalty 3725.826585 = -10554050.991078
  nChanged 299
		SP:Iteration 26Q (108966.210000 sec): 3 clusters
  Score: Raw -10557805.026987 + Penalty 3725.826585 = -10554079.200402
  nChanged 260
		SP:Iteration 27Q (108967.000000 sec): 3 clusters
  Score: Raw -10557826.967247 + Penalty 3725.826585 = -10554101.140663
  nChanged 203
		SP:Iteration 28Q (108967.830000 sec): 3 clusters
  Score: Raw -10557842.776971 + Penalty 3725.826585 = -10554116.950386
  nChanged 193
		SP:Iteration 29Q (108968.640000 sec): 3 clusters
  Score: Raw -10557857.414324 + Penalty 3725.826585 = -10554131.587739
  nChanged 163
		SP:Iteration 30Q (108969.450000 sec): 3 clusters
  Score: Raw -10557868.938158 + Penalty 3725.826585 = -10554143.111574
  nChanged 162
		SP:Iteration 31Q (108970.270000 sec): 3 clusters
  Score: Raw -10557877.908126 + Penalty 3725.826585 = -10554152.081542
  nChanged 138
		SP:Iteration 32Q (108971.090000 sec): 3 clusters
  Score: Raw -10557886.771063 + Penalty 3725.826585 = -10554160.944479
  nChanged 134
		SP:Iteration 33Q (108971.910000 sec): 3 clusters
  Score: Raw -10557894.267232 + Penalty 3725.826585 = -10554168.440647
  nChanged 112
		SP:Iteration 34Q (108972.710000 sec): 3 clusters
  Score: Raw -10557899.583411 + Penalty 3725.826585 = -10554173.756826
  nChanged 101
		SP:Iteration 35Q (108973.510000 sec): 3 clusters
  Score: Raw -10557904.615415 + Penalty 3725.826585 = -10554178.788831
  nChanged 102
		SP:Iteration 36Q (108974.300000 sec): 3 clusters
  Score: Raw -10557911.541203 + Penalty 3725.826585 = -10554185.714618
  nChanged 111
		SP:Iteration 37Q (108975.120000 sec): 3 clusters
  Score: Raw -10557919.602508 + Penalty 3725.826585 = -10554193.775923
  nChanged 99
		SP:Iteration 38Q (108975.940000 sec): 3 clusters
  Score: Raw -10557927.431589 + Penalty 3725.826585 = -10554201.605004
  nChanged 106
		SP:Iteration 39Q (108976.760000 sec): 3 clusters
  Score: Raw -10557936.170244 + Penalty 3725.826585 = -10554210.343659
  nChanged 111
		SP:Iteration 40F (108977.620000 sec): 3 clusters
  Score: Raw -10557946.038139 + Penalty 3725.826585 = -10554220.211554
  nChanged 125
		SP:Iteration 41Q (108978.420000 sec): 3 clusters
  Score: Raw -10557958.799528 + Penalty 3725.826585 = -10554232.972944
  nChanged 149
		SP:Iteration 42Q (108979.240000 sec): 3 clusters
  Score: Raw -10557977.434061 + Penalty 3725.826585 = -10554251.607476
  nChanged 188
		SP:Iteration 43Q (108980.060000 sec): 3 clusters
  Score: Raw -10558005.919034 + Penalty 3725.826585 = -10554280.092449
  nChanged 221
		SP:Iteration 44Q (108980.880000 sec): 3 clusters
  Score: Raw -10558053.812331 + Penalty 3725.826585 = -10554327.985746
  nChanged 293
		SP:Iteration 45Q (108981.700000 sec): 3 clusters
  Score: Raw -10558142.285147 + Penalty 3725.826585 = -10554416.458562
  nChanged 390
		SP:Iteration 46Q (108982.520000 sec): 3 clusters
  Score: Raw -10558311.813909 + Penalty 3725.826585 = -10554585.987324
  nChanged 496
		SP:Iteration 47Q (108983.340000 sec): 3 clusters
  Score: Raw -10558695.880258 + Penalty 3725.826585 = -10554970.053673
  nChanged 691
		SP:Iteration 48Q (108984.160000 sec): 3 clusters
  Score: Raw -10559366.160424 + Penalty 3725.826585 = -10555640.333839
  nChanged 864
		SP:Iteration 49Q (108984.980000 sec): 3 clusters
  Score: Raw -10560043.457900 + Penalty 3725.826585 = -10556317.631315
  nChanged 793
		SP:Iteration 50Q (108985.800000 sec): 3 clusters
  Score: Raw -10560438.707046 + Penalty 3725.826585 = -10556712.880461
  nChanged 621
		SP:Iteration 51Q (108986.620000 sec): 3 clusters
  Score: Raw -10560629.573653 + Penalty 3725.826585 = -10556903.747068
  nChanged 456
		SP:Iteration 52Q (108987.430000 sec): 3 clusters
  Score: Raw -10560730.827492 + Penalty 3725.826585 = -10557005.000908
  nChanged 351
		SP:Iteration 53Q (108988.250000 sec): 3 clusters
  Score: Raw -10560790.447127 + Penalty 3725.826585 = -10557064.620542
  nChanged 285
		SP:Iteration 54Q (108989.060000 sec): 3 clusters
  Score: Raw -10560825.639455 + Penalty 3725.826585 = -10557099.812870
  nChanged 255
		SP:Iteration 55Q (108989.870000 sec): 3 clusters
  Score: Raw -10560852.404727 + Penalty 3725.826585 = -10557126.578142
  nChanged 218
		SP:Iteration 56Q (108990.640000 sec): 3 clusters
  Score: Raw -10560873.826643 + Penalty 3725.826585 = -10557148.000058
  nChanged 200
		SP:Iteration 57Q (108991.430000 sec): 3 clusters
  Score: Raw -10560892.035177 + Penalty 3725.826585 = -10557166.208592
  nChanged 183
		SP:Iteration 58Q (108992.210000 sec): 3 clusters
  Score: Raw -10560907.309213 + Penalty 3725.826585 = -10557181.482628
  nChanged 172
		SP:Iteration 59Q (108993.030000 sec): 3 clusters
  Score: Raw -10560921.080775 + Penalty 3725.826585 = -10557195.254190
  nChanged 149
		SP:Iteration 60F (108993.880000 sec): 3 clusters
  Score: Raw -10560929.942539 + Penalty 3725.826585 = -10557204.115954
  nChanged 120
		SP:Iteration 61Q (108994.670000 sec): 3 clusters
  Score: Raw -10560935.147518 + Penalty 3725.826585 = -10557209.320933
  nChanged 89
		SP:Iteration 62Q (108995.470000 sec): 3 clusters
  Score: Raw -10560939.474391 + Penalty 3725.826585 = -10557213.647806
  nChanged 70
		SP:Iteration 63Q (108996.270000 sec): 3 clusters
  Score: Raw -10560942.807124 + Penalty 3725.826585 = -10557216.980539
  nChanged 58
		SP:Iteration 64Q (108997.040000 sec): 3 clusters
  Score: Raw -10560945.104275 + Penalty 3725.826585 = -10557219.277690
  nChanged 41
		SP:Iteration 65Q (108997.830000 sec): 3 clusters
  Score: Raw -10560946.566899 + Penalty 3725.826585 = -10557220.740314
  nChanged 48
		SP:Iteration 66Q (108998.620000 sec): 3 clusters
  Score: Raw -10560947.926889 + Penalty 3725.826585 = -10557222.100304
  nChanged 34
		SP:Iteration 67Q (108999.430000 sec): 3 clusters
  Score: Raw -10560949.115212 + Penalty 3725.826585 = -10557223.288627
  nChanged 28
		SP:Iteration 68Q (109000.230000 sec): 3 clusters
  Score: Raw -10560949.959065 + Penalty 3725.826585 = -10557224.132480
  nChanged 29
		SP:Iteration 69Q (109001.000000 sec): 3 clusters
  Score: Raw -10560950.626898 + Penalty 3725.826585 = -10557224.800313
  nChanged 16
		SP:Iteration 70Q (109001.790000 sec): 3 clusters
  Score: Raw -10560951.080048 + Penalty 3725.826585 = -10557225.253463
  nChanged 17
		SP:Iteration 71Q (109002.570000 sec): 3 clusters
  Score: Raw -10560951.542724 + Penalty 3725.826585 = -10557225.716139
  nChanged 14
		SP:Iteration 72Q (109003.350000 sec): 3 clusters
  Score: Raw -10560951.806156 + Penalty 3725.826585 = -10557225.979571
  nChanged 9
		SP:Iteration 73Q (109004.100000 sec): 3 clusters
  Score: Raw -10560952.001532 + Penalty 3725.826585 = -10557226.174947
  nChanged 13
		SP:Iteration 74Q (109004.870000 sec): 3 clusters
  Score: Raw -10560952.387585 + Penalty 3725.826585 = -10557226.561000
  nChanged 10
		SP:Iteration 75Q (109005.660000 sec): 3 clusters
  Score: Raw -10560952.623852 + Penalty 3725.826585 = -10557226.797267
  nChanged 4
		SP:Iteration 76Q (109006.400000 sec): 3 clusters
  Score: Raw -10560952.675920 + Penalty 3725.826585 = -10557226.849335
  nChanged 4
		SP:Iteration 77Q (109007.190000 sec): 3 clusters
  Score: Raw -10560952.713726 + Penalty 3725.826585 = -10557226.887142
  nChanged 0
		SP:Iteration 78F (109008.040000 sec): 3 clusters
  Score: Raw -10560952.713726 + Penalty 3725.826585 = -10557226.887142
  nChanged 0
  Score: Raw -117902412.527243 + Penalty 65260.638451 = -117837151.888792

Splitting cluster 12 changes total score from -117556090.980356 to -117837151.888792

 So it's getting split into cluster 29.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 13 (119253 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (109097.180000 sec): 2 clusters
  Score: Raw -14815005.973845 + Penalty 1899.462917 = -14813106.510929
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (109098.190000 sec): 3 clusters
  Score: Raw -14736941.062884 + Penalty 3798.925834 = -14733142.137050
  nChanged 57210
		SP:Iteration 1F (109099.290000 sec): 3 clusters
  Score: Raw -14771127.727110 + Penalty 3798.925834 = -14767328.801276
  nChanged 5391
		SP:Iteration 2Q (109100.300000 sec): 3 clusters
  Score: Raw -14775405.958331 + Penalty 3798.925834 = -14771607.032497
  nChanged 9236
		SP:Iteration 3F (109101.410000 sec): 3 clusters
  Score: Raw -14794070.139999 + Penalty 3798.925834 = -14790271.214165
  nChanged 16697
		SP:Iteration 4F (109102.450000 sec): 3 clusters
  Score: Raw -14883158.732259 + Penalty 3798.925834 = -14879359.806425
  nChanged 21452
		SP:Iteration 5F (109103.450000 sec): 3 clusters
  Score: Raw -14954275.272299 + Penalty 3798.925834 = -14950476.346465
  nChanged 5592
		SP:Iteration 6Q (109104.440000 sec): 3 clusters
  Score: Raw -14977609.801657 + Penalty 3798.925834 = -14973810.875823
  nChanged 832
		SP:Iteration 7Q (109105.320000 sec): 3 clusters
  Score: Raw -14994519.780147 + Penalty 3798.925834 = -14990720.854313
  nChanged 131
		SP:Iteration 8Q (109106.200000 sec): 3 clusters
  Score: Raw -14998044.092038 + Penalty 3798.925834 = -14994245.166204
  nChanged 11
		SP:Iteration 9Q (109107.090000 sec): 3 clusters
  Score: Raw -14998173.549542 + Penalty 3798.925834 = -14994374.623708
  nChanged 1
		SP:Iteration 10Q (109107.940000 sec): 3 clusters
  Score: Raw -14998181.918657 + Penalty 3798.925834 = -14994382.992823
  nChanged 1
		SP:Iteration 11Q (109108.850000 sec): 3 clusters
  Score: Raw -14998182.671095 + Penalty 3798.925834 = -14994383.745261
  nChanged 0
		SP:Iteration 12F (109109.870000 sec): 3 clusters
  Score: Raw -14998185.109250 + Penalty 3798.925834 = -14994386.183416
  nChanged 1
		SP:Iteration 13Q (109110.750000 sec): 3 clusters
  Score: Raw -14998186.676226 + Penalty 3798.925834 = -14994387.750392
  nChanged 1
		SP:Iteration 14Q (109111.600000 sec): 3 clusters
  Score: Raw -14998187.185061 + Penalty 3798.925834 = -14994388.259227
  nChanged 0
		SP:Iteration 15F (109112.630000 sec): 3 clusters
  Score: Raw -14998187.185061 + Penalty 3798.925834 = -14994388.259227
  nChanged 0
  Score: Raw -118085593.738458 + Penalty 67511.005294 = -118018082.733164

Splitting cluster 13 changes total score from -117556090.980356 to -118018082.733164

 So it's getting split into cluster 30.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 14 (68279 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (109204.230000 sec): 2 clusters
  Score: Raw -7755036.348440 + Penalty 1808.845599 = -7753227.502841
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (109204.860000 sec): 3 clusters
  Score: Raw -7711371.137151 + Penalty 3617.691198 = -7707753.445953
  nChanged 32567
		SP:Iteration 1F (109205.500000 sec): 3 clusters
  Score: Raw -7735881.498695 + Penalty 3617.691198 = -7732263.807498
  nChanged 6593
		SP:Iteration 2F (109206.100000 sec): 3 clusters
  Score: Raw -7744489.643771 + Penalty 3617.691198 = -7740871.952573
  nChanged 8356
		SP:Iteration 3F (109206.710000 sec): 3 clusters
  Score: Raw -7760463.897028 + Penalty 3617.691198 = -7756846.205830
  nChanged 8423
		SP:Iteration 4F (109207.350000 sec): 3 clusters
  Score: Raw -7775776.293847 + Penalty 3617.691198 = -7772158.602650
  nChanged 5426
		SP:Iteration 5F (109207.940000 sec): 3 clusters
  Score: Raw -7783094.830217 + Penalty 3617.691198 = -7779477.139019
  nChanged 3496
		SP:Iteration 6F (109208.610000 sec): 3 clusters
  Score: Raw -7787547.859563 + Penalty 3617.691198 = -7783930.168365
  nChanged 2804
		SP:Iteration 7Q (109209.190000 sec): 3 clusters
  Score: Raw -7791756.221612 + Penalty 3617.691198 = -7788138.530414
  nChanged 2420
		SP:Iteration 8Q (109209.730000 sec): 3 clusters
  Score: Raw -7795706.630920 + Penalty 3617.691198 = -7792088.939722
  nChanged 2066
		SP:Iteration 9Q (109210.260000 sec): 3 clusters
  Score: Raw -7799791.411084 + Penalty 3617.691198 = -7796173.719887
  nChanged 1967
		SP:Iteration 10Q (109210.800000 sec): 3 clusters
  Score: Raw -7804556.746881 + Penalty 3617.691198 = -7800939.055683
  nChanged 1467
		SP:Iteration 11Q (109211.360000 sec): 3 clusters
  Score: Raw -7808001.590671 + Penalty 3617.691198 = -7804383.899473
  nChanged 814
		SP:Iteration 12Q (109211.910000 sec): 3 clusters
  Score: Raw -7809255.828827 + Penalty 3617.691198 = -7805638.137629
  nChanged 371
		SP:Iteration 13Q (109212.450000 sec): 3 clusters
  Score: Raw -7809575.074263 + Penalty 3617.691198 = -7805957.383065
  nChanged 129
		SP:Iteration 14Q (109212.990000 sec): 3 clusters
  Score: Raw -7809656.364830 + Penalty 3617.691198 = -7806038.673632
  nChanged 66
		SP:Iteration 15Q (109213.520000 sec): 3 clusters
  Score: Raw -7809704.838075 + Penalty 3617.691198 = -7806087.146877
  nChanged 47
		SP:Iteration 16Q (109214.010000 sec): 3 clusters
  Score: Raw -7809741.415448 + Penalty 3617.691198 = -7806123.724250
  nChanged 47
		SP:Iteration 17Q (109214.550000 sec): 3 clusters
  Score: Raw -7809777.213908 + Penalty 3617.691198 = -7806159.522711
  nChanged 49
		SP:Iteration 18Q (109215.140000 sec): 3 clusters
  Score: Raw -7809819.263035 + Penalty 3617.691198 = -7806201.571837
  nChanged 39
		SP:Iteration 19Q (109215.690000 sec): 3 clusters
  Score: Raw -7809847.034293 + Penalty 3617.691198 = -7806229.343095
  nChanged 31
		SP:Iteration 20F (109216.330000 sec): 3 clusters
  Score: Raw -7810253.783538 + Penalty 3617.691198 = -7806636.092341
  nChanged 223
		SP:Iteration 21Q (109216.840000 sec): 3 clusters
  Score: Raw -7810813.725244 + Penalty 3617.691198 = -7807196.034046
  nChanged 227
		SP:Iteration 22Q (109217.340000 sec): 3 clusters
  Score: Raw -7811248.554547 + Penalty 3617.691198 = -7807630.863349
  nChanged 195
		SP:Iteration 23Q (109217.850000 sec): 3 clusters
  Score: Raw -7811550.255901 + Penalty 3617.691198 = -7807932.564704
  nChanged 174
		SP:Iteration 24Q (109218.380000 sec): 3 clusters
  Score: Raw -7811805.881724 + Penalty 3617.691198 = -7808188.190527
  nChanged 122
		SP:Iteration 25Q (109218.900000 sec): 3 clusters
  Score: Raw -7811952.337836 + Penalty 3617.691198 = -7808334.646639
  nChanged 82
		SP:Iteration 26Q (109219.430000 sec): 3 clusters
  Score: Raw -7812011.048864 + Penalty 3617.691198 = -7808393.357666
  nChanged 47
		SP:Iteration 27Q (109219.940000 sec): 3 clusters
  Score: Raw -7812047.883667 + Penalty 3617.691198 = -7808430.192469
  nChanged 25
		SP:Iteration 28Q (109220.460000 sec): 3 clusters
  Score: Raw -7812064.313148 + Penalty 3617.691198 = -7808446.621951
  nChanged 18
		SP:Iteration 29Q (109220.990000 sec): 3 clusters
  Score: Raw -7812067.071412 + Penalty 3617.691198 = -7808449.380214
  nChanged 9
		SP:Iteration 30Q (109221.520000 sec): 3 clusters
  Score: Raw -7812067.475273 + Penalty 3617.691198 = -7808449.784075
  nChanged 4
		SP:Iteration 31Q (109222.040000 sec): 3 clusters
  Score: Raw -7812067.711117 + Penalty 3617.691198 = -7808450.019920
  nChanged 2
		SP:Iteration 32Q (109222.570000 sec): 3 clusters
  Score: Raw -7812067.768081 + Penalty 3617.691198 = -7808450.076884
  nChanged 0
		SP:Iteration 33F (109223.180000 sec): 3 clusters
  Score: Raw -7812166.022855 + Penalty 3617.691198 = -7808548.331658
  nChanged 44
		SP:Iteration 34Q (109223.730000 sec): 3 clusters
  Score: Raw -7812247.089906 + Penalty 3617.691198 = -7808629.398708
  nChanged 37
		SP:Iteration 35Q (109224.260000 sec): 3 clusters
  Score: Raw -7812273.027369 + Penalty 3617.691198 = -7808655.336172
  nChanged 30
		SP:Iteration 36Q (109224.790000 sec): 3 clusters
  Score: Raw -7812294.904915 + Penalty 3617.691198 = -7808677.213717
  nChanged 24
		SP:Iteration 37Q (109225.310000 sec): 3 clusters
  Score: Raw -7812305.219646 + Penalty 3617.691198 = -7808687.528449
  nChanged 20
		SP:Iteration 38Q (109225.840000 sec): 3 clusters
  Score: Raw -7812309.723342 + Penalty 3617.691198 = -7808692.032144
  nChanged 11
		SP:Iteration 39Q (109226.360000 sec): 3 clusters
  Score: Raw -7812311.601546 + Penalty 3617.691198 = -7808693.910348
  nChanged 9
		SP:Iteration 40F (109226.980000 sec): 3 clusters
  Score: Raw -7812312.653257 + Penalty 3617.691198 = -7808694.962059
  nChanged 7
		SP:Iteration 41Q (109227.530000 sec): 3 clusters
  Score: Raw -7812313.095383 + Penalty 3617.691198 = -7808695.404186
  nChanged 2
		SP:Iteration 42Q (109228.080000 sec): 3 clusters
  Score: Raw -7812313.217593 + Penalty 3617.691198 = -7808695.526395
  nChanged 1
		SP:Iteration 43Q (109228.600000 sec): 3 clusters
  Score: Raw -7812313.253584 + Penalty 3617.691198 = -7808695.562386
  nChanged 0
		SP:Iteration 44F (109229.220000 sec): 3 clusters
  Score: Raw -7812313.253584 + Penalty 3617.691198 = -7808695.562386
  nChanged 0
  Score: Raw -118142870.643602 + Penalty 69761.372137 = -118073109.271464

Splitting cluster 14 changes total score from -117556090.980356 to -118073109.271464

 So it's getting split into cluster 31.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 15 (42295 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (109323.570000 sec): 2 clusters
  Score: Raw -5058510.854028 + Penalty 1731.018925 = -5056779.835103
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (109324.020000 sec): 3 clusters
  Score: Raw -5032100.391054 + Penalty 3462.037850 = -5028638.353204
  nChanged 19698
		SP:Iteration 1F (109324.420000 sec): 3 clusters
  Score: Raw -5044734.801030 + Penalty 3462.037850 = -5041272.763179
  nChanged 3285
		SP:Iteration 2F (109324.850000 sec): 3 clusters
  Score: Raw -5048045.672315 + Penalty 3462.037850 = -5044583.634465
  nChanged 4010
		SP:Iteration 3F (109325.250000 sec): 3 clusters
  Score: Raw -5052949.677393 + Penalty 3462.037850 = -5049487.639543
  nChanged 4460
		SP:Iteration 4F (109325.680000 sec): 3 clusters
  Score: Raw -5058870.652988 + Penalty 3462.037850 = -5055408.615137
  nChanged 4170
		SP:Iteration 5F (109326.110000 sec): 3 clusters
  Score: Raw -5064061.520056 + Penalty 3462.037850 = -5060599.482206
  nChanged 3267
		SP:Iteration 6F (109326.540000 sec): 3 clusters
  Score: Raw -5066994.364488 + Penalty 3462.037850 = -5063532.326638
  nChanged 2108
		SP:Iteration 7Q (109326.910000 sec): 3 clusters
  Score: Raw -5068201.379095 + Penalty 3462.037850 = -5064739.341245
  nChanged 1279
		SP:Iteration 8Q (109327.330000 sec): 3 clusters
  Score: Raw -5068755.229545 + Penalty 3462.037850 = -5065293.191695
  nChanged 842
		SP:Iteration 9Q (109327.730000 sec): 3 clusters
  Score: Raw -5069122.784022 + Penalty 3462.037850 = -5065660.746172
  nChanged 633
		SP:Iteration 10Q (109328.110000 sec): 3 clusters
  Score: Raw -5069423.509260 + Penalty 3462.037850 = -5065961.471409
  nChanged 498
		SP:Iteration 11Q (109328.520000 sec): 3 clusters
  Score: Raw -5069717.303003 + Penalty 3462.037850 = -5066255.265153
  nChanged 493
		SP:Iteration 12Q (109328.920000 sec): 3 clusters
  Score: Raw -5070033.941025 + Penalty 3462.037850 = -5066571.903175
  nChanged 479
		SP:Iteration 13Q (109329.300000 sec): 3 clusters
  Score: Raw -5070336.985206 + Penalty 3462.037850 = -5066874.947356
  nChanged 448
		SP:Iteration 14Q (109329.670000 sec): 3 clusters
  Score: Raw -5070650.646106 + Penalty 3462.037850 = -5067188.608255
  nChanged 397
		SP:Iteration 15Q (109330.100000 sec): 3 clusters
  Score: Raw -5071042.683329 + Penalty 3462.037850 = -5067580.645479
  nChanged 450
		SP:Iteration 16Q (109330.490000 sec): 3 clusters
  Score: Raw -5071470.155525 + Penalty 3462.037850 = -5068008.117675
  nChanged 482
		SP:Iteration 17Q (109330.870000 sec): 3 clusters
  Score: Raw -5071851.083791 + Penalty 3462.037850 = -5068389.045940
  nChanged 456
		SP:Iteration 18Q (109331.290000 sec): 3 clusters
  Score: Raw -5072146.216342 + Penalty 3462.037850 = -5068684.178491
  nChanged 413
		SP:Iteration 19Q (109331.680000 sec): 3 clusters
  Score: Raw -5072377.316466 + Penalty 3462.037850 = -5068915.278615
  nChanged 352
		SP:Iteration 20F (109332.070000 sec): 3 clusters
  Score: Raw -5072555.244916 + Penalty 3462.037850 = -5069093.207065
  nChanged 308
		SP:Iteration 21Q (109332.490000 sec): 3 clusters
  Score: Raw -5072684.510049 + Penalty 3462.037850 = -5069222.472199
  nChanged 291
		SP:Iteration 22Q (109332.890000 sec): 3 clusters
  Score: Raw -5072756.800644 + Penalty 3462.037850 = -5069294.762794
  nChanged 241
		SP:Iteration 23Q (109333.260000 sec): 3 clusters
  Score: Raw -5072802.964752 + Penalty 3462.037850 = -5069340.926902
  nChanged 182
		SP:Iteration 24Q (109333.630000 sec): 3 clusters
  Score: Raw -5072825.078989 + Penalty 3462.037850 = -5069363.041139
  nChanged 140
		SP:Iteration 25Q (109334.030000 sec): 3 clusters
  Score: Raw -5072837.811796 + Penalty 3462.037850 = -5069375.773946
  nChanged 95
		SP:Iteration 26Q (109334.430000 sec): 3 clusters
  Score: Raw -5072845.325776 + Penalty 3462.037850 = -5069383.287926
  nChanged 79
		SP:Iteration 27Q (109334.800000 sec): 3 clusters
  Score: Raw -5072851.326215 + Penalty 3462.037850 = -5069389.288365
  nChanged 71
		SP:Iteration 28Q (109335.170000 sec): 3 clusters
  Score: Raw -5072856.221975 + Penalty 3462.037850 = -5069394.184125
  nChanged 58
		SP:Iteration 29Q (109335.590000 sec): 3 clusters
  Score: Raw -5072859.497712 + Penalty 3462.037850 = -5069397.459862
  nChanged 40
		SP:Iteration 30Q (109335.980000 sec): 3 clusters
  Score: Raw -5072861.381874 + Penalty 3462.037850 = -5069399.344024
  nChanged 30
		SP:Iteration 31Q (109336.350000 sec): 3 clusters
  Score: Raw -5072862.858428 + Penalty 3462.037850 = -5069400.820578
  nChanged 19
		SP:Iteration 32Q (109336.730000 sec): 3 clusters
  Score: Raw -5072863.678697 + Penalty 3462.037850 = -5069401.640847
  nChanged 15
		SP:Iteration 33Q (109337.130000 sec): 3 clusters
  Score: Raw -5072864.124765 + Penalty 3462.037850 = -5069402.086915
  nChanged 9
		SP:Iteration 34Q (109337.520000 sec): 3 clusters
  Score: Raw -5072864.414889 + Penalty 3462.037850 = -5069402.377039
  nChanged 6
		SP:Iteration 35Q (109337.910000 sec): 3 clusters
  Score: Raw -5072864.601165 + Penalty 3462.037850 = -5069402.563314
  nChanged 6
		SP:Iteration 36Q (109338.280000 sec): 3 clusters
  Score: Raw -5072864.751055 + Penalty 3462.037850 = -5069402.713205
  nChanged 5
		SP:Iteration 37Q (109338.800000 sec): 3 clusters
  Score: Raw -5072864.945622 + Penalty 3462.037850 = -5069402.907772
  nChanged 4
		SP:Iteration 38Q (109339.200000 sec): 3 clusters
  Score: Raw -5072865.121764 + Penalty 3462.037850 = -5069403.083914
  nChanged 5
		SP:Iteration 39Q (109339.570000 sec): 3 clusters
  Score: Raw -5072865.255472 + Penalty 3462.037850 = -5069403.217621
  nChanged 1
		SP:Iteration 40F (109339.960000 sec): 3 clusters
  Score: Raw -5072865.278128 + Penalty 3462.037850 = -5069403.240278
  nChanged 1
		SP:Iteration 41Q (109340.380000 sec): 3 clusters
  Score: Raw -5072865.295866 + Penalty 3462.037850 = -5069403.258016
  nChanged 1
		SP:Iteration 42Q (109340.770000 sec): 3 clusters
  Score: Raw -5072865.317160 + Penalty 3462.037850 = -5069403.279310
  nChanged 0
		SP:Iteration 43F (109341.170000 sec): 3 clusters
  Score: Raw -5072865.317160 + Penalty 3462.037850 = -5069403.279310
  nChanged 0
  Score: Raw -118157225.106734 + Penalty 72011.738980 = -118085213.367754

Splitting cluster 15 changes total score from -117556090.980356 to -118085213.367754

 So it's getting split into cluster 32.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 16 (19090 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (109437.950000 sec): 2 clusters
  Score: Raw -2174311.472410 + Penalty 1601.749486 = -2172709.722923
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (109438.210000 sec): 3 clusters
  Score: Raw -2163149.496318 + Penalty 3203.498973 = -2159945.997345
  nChanged 8793
		SP:Iteration 1F (109438.430000 sec): 3 clusters
  Score: Raw -2175639.535327 + Penalty 3203.498973 = -2172436.036354
  nChanged 4184
		SP:Iteration 2F (109438.650000 sec): 3 clusters
  Score: Raw -2194896.518758 + Penalty 3203.498973 = -2191693.019785
  nChanged 2646
		SP:Iteration 3F (109438.870000 sec): 3 clusters
  Score: Raw -2204280.756638 + Penalty 3203.498973 = -2201077.257665
  nChanged 730
		SP:Iteration 4Q (109439.100000 sec): 3 clusters
  Score: Raw -2204924.359063 + Penalty 3203.498973 = -2201720.860090
  nChanged 238
		SP:Iteration 5Q (109439.310000 sec): 3 clusters
  Score: Raw -2205044.544618 + Penalty 3203.498973 = -2201841.045645
  nChanged 98
		SP:Iteration 6Q (109439.550000 sec): 3 clusters
  Score: Raw -2205077.526199 + Penalty 3203.498973 = -2201874.027226
  nChanged 52
		SP:Iteration 7Q (109439.740000 sec): 3 clusters
  Score: Raw -2205090.850821 + Penalty 3203.498973 = -2201887.351848
  nChanged 33
		SP:Iteration 8Q (109439.930000 sec): 3 clusters
  Score: Raw -2205096.230481 + Penalty 3203.498973 = -2201892.731508
  nChanged 16
		SP:Iteration 9Q (109440.180000 sec): 3 clusters
  Score: Raw -2205098.620331 + Penalty 3203.498973 = -2201895.121358
  nChanged 13
		SP:Iteration 10Q (109440.380000 sec): 3 clusters
  Score: Raw -2205100.337434 + Penalty 3203.498973 = -2201896.838462
  nChanged 14
		SP:Iteration 11Q (109440.590000 sec): 3 clusters
  Score: Raw -2205102.527587 + Penalty 3203.498973 = -2201899.028614
  nChanged 12
		SP:Iteration 12Q (109440.820000 sec): 3 clusters
  Score: Raw -2205104.249786 + Penalty 3203.498973 = -2201900.750813
  nChanged 8
		SP:Iteration 13Q (109441.010000 sec): 3 clusters
  Score: Raw -2205104.625140 + Penalty 3203.498973 = -2201901.126167
  nChanged 5
		SP:Iteration 14Q (109441.270000 sec): 3 clusters
  Score: Raw -2205104.880033 + Penalty 3203.498973 = -2201901.381061
  nChanged 3
		SP:Iteration 15Q (109441.470000 sec): 3 clusters
  Score: Raw -2205105.240321 + Penalty 3203.498973 = -2201901.741348
  nChanged 2
		SP:Iteration 16Q (109441.670000 sec): 3 clusters
  Score: Raw -2205105.334375 + Penalty 3203.498973 = -2201901.835402
  nChanged 0
		SP:Iteration 17F (109441.920000 sec): 3 clusters
  Score: Raw -2205105.334375 + Penalty 3203.498973 = -2201901.835402
  nChanged 0
  Score: Raw -118188018.968700 + Penalty 74262.105823 = -118113756.862876

Splitting cluster 16 changes total score from -117556090.980356 to -118113756.862876

 So it's getting split into cluster 33.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 17 (5479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (109542.130000 sec): 2 clusters
  Score: Raw -566998.874120 + Penalty 1398.910156 = -565599.963965
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (109542.240000 sec): 3 clusters
  Score: Raw -564682.532727 + Penalty 2797.820311 = -561884.712415
  nChanged 2304
		SP:Iteration 1F (109542.330000 sec): 3 clusters
  Score: Raw -571137.167033 + Penalty 2797.820311 = -568339.346722
  nChanged 936
		SP:Iteration 2F (109542.420000 sec): 3 clusters
  Score: Raw -574281.651818 + Penalty 2797.820311 = -571483.831507
  nChanged 456
		SP:Iteration 3F (109542.520000 sec): 3 clusters
  Score: Raw -575721.572524 + Penalty 2797.820311 = -572923.752212
  nChanged 279
		SP:Iteration 4F (109542.610000 sec): 3 clusters
  Score: Raw -576820.693955 + Penalty 2797.820311 = -574022.873644
  nChanged 317
		SP:Iteration 5F (109542.700000 sec): 3 clusters
  Score: Raw -578422.938411 + Penalty 2797.820311 = -575625.118099
  nChanged 265
		SP:Iteration 6Q (109542.790000 sec): 3 clusters
  Score: Raw -579835.668503 + Penalty 2797.820311 = -577037.848192
  nChanged 223
		SP:Iteration 7Q (109542.880000 sec): 3 clusters
  Score: Raw -580941.622825 + Penalty 2797.820311 = -578143.802513
  nChanged 193
		SP:Iteration 8Q (109542.970000 sec): 3 clusters
  Score: Raw -582108.399005 + Penalty 2797.820311 = -579310.578694
  nChanged 156
		SP:Iteration 9Q (109543.050000 sec): 3 clusters
  Score: Raw -583927.523445 + Penalty 2797.820311 = -581129.703134
  nChanged 68
		SP:Iteration 10Q (109543.140000 sec): 3 clusters
  Score: Raw -585311.679450 + Penalty 2797.820311 = -582513.859139
  nChanged 35
		SP:Iteration 11Q (109543.230000 sec): 3 clusters
  Score: Raw -586414.488004 + Penalty 2797.820311 = -583616.667693
  nChanged 33
		SP:Iteration 12Q (109543.310000 sec): 3 clusters
  Score: Raw -588332.588309 + Penalty 2797.820311 = -585534.767998
  nChanged 14
		SP:Iteration 13Q (109543.400000 sec): 3 clusters
  Score: Raw -588343.887360 + Penalty 2797.820311 = -585546.067048
  nChanged 6
		SP:Iteration 14Q (109543.490000 sec): 3 clusters
  Score: Raw -588345.397391 + Penalty 2797.820311 = -585547.577080
  nChanged 2
		SP:Iteration 15Q (109543.570000 sec): 3 clusters
  Score: Raw -588349.912662 + Penalty 2797.820311 = -585552.092351
  nChanged 2
		SP:Iteration 16Q (109543.660000 sec): 3 clusters
  Score: Raw -588350.137673 + Penalty 2797.820311 = -585552.317362
  nChanged 0
		SP:Iteration 17F (109543.750000 sec): 3 clusters
  Score: Raw -588393.187221 + Penalty 2797.820311 = -585595.366910
  nChanged 45
		SP:Iteration 18Q (109543.840000 sec): 3 clusters
  Score: Raw -588508.155610 + Penalty 2797.820311 = -585710.335299
  nChanged 71
		SP:Iteration 19Q (109543.930000 sec): 3 clusters
  Score: Raw -588772.015294 + Penalty 2797.820311 = -585974.194982
  nChanged 88
		SP:Iteration 20F (109544.020000 sec): 3 clusters
  Score: Raw -589200.255261 + Penalty 2797.820311 = -586402.434949
  nChanged 56
		SP:Iteration 21Q (109544.110000 sec): 3 clusters
  Score: Raw -589506.401129 + Penalty 2797.820311 = -586708.580817
  nChanged 24
		SP:Iteration 22Q (109544.190000 sec): 3 clusters
  Score: Raw -589663.798439 + Penalty 2797.820311 = -586865.978127
  nChanged 13
		SP:Iteration 23Q (109544.280000 sec): 3 clusters
  Score: Raw -589757.555963 + Penalty 2797.820311 = -586959.735651
  nChanged 7
		SP:Iteration 24Q (109544.360000 sec): 3 clusters
  Score: Raw -589859.863059 + Penalty 2797.820311 = -587062.042748
  nChanged 6
		SP:Iteration 25Q (109544.450000 sec): 3 clusters
  Score: Raw -589948.954880 + Penalty 2797.820311 = -587151.134569
  nChanged 4
		SP:Iteration 26Q (109544.540000 sec): 3 clusters
  Score: Raw -590013.071101 + Penalty 2797.820311 = -587215.250790
  nChanged 4
		SP:Iteration 27Q (109544.620000 sec): 3 clusters
  Score: Raw -590112.973753 + Penalty 2797.820311 = -587315.153441
  nChanged 6
		SP:Iteration 28Q (109544.710000 sec): 3 clusters
  Score: Raw -590182.045306 + Penalty 2797.820311 = -587384.224995
  nChanged 1
		SP:Iteration 29Q (109544.800000 sec): 3 clusters
  Score: Raw -590231.973965 + Penalty 2797.820311 = -587434.153654
  nChanged 3
		SP:Iteration 30Q (109544.880000 sec): 3 clusters
  Score: Raw -590260.974812 + Penalty 2797.820311 = -587463.154500
  nChanged 2
		SP:Iteration 31Q (109544.970000 sec): 3 clusters
  Score: Raw -590325.509019 + Penalty 2797.820311 = -587527.688707
  nChanged 2
		SP:Iteration 32Q (109545.050000 sec): 3 clusters
  Score: Raw -590395.454108 + Penalty 2797.820311 = -587597.633797
  nChanged 2
		SP:Iteration 33Q (109545.140000 sec): 3 clusters
  Score: Raw -590455.696743 + Penalty 2797.820311 = -587657.876431
  nChanged 4
		SP:Iteration 34Q (109545.230000 sec): 3 clusters
  Score: Raw -590552.949658 + Penalty 2797.820311 = -587755.129346
  nChanged 4
		SP:Iteration 35Q (109545.310000 sec): 3 clusters
  Score: Raw -590825.943993 + Penalty 2797.820311 = -588028.123681
  nChanged 4
		SP:Iteration 36Q (109545.400000 sec): 3 clusters
  Score: Raw -590905.634981 + Penalty 2797.820311 = -588107.814670
  nChanged 2
		SP:Iteration 37Q (109545.490000 sec): 3 clusters
  Score: Raw -590936.299652 + Penalty 2797.820311 = -588138.479340
  nChanged 2
		SP:Iteration 38Q (109545.570000 sec): 3 clusters
  Score: Raw -590941.571552 + Penalty 2797.820311 = -588143.751241
  nChanged 1
		SP:Iteration 39Q (109545.660000 sec): 3 clusters
  Score: Raw -590942.022116 + Penalty 2797.820311 = -588144.201804
  nChanged 0
		SP:Iteration 40F (109545.750000 sec): 3 clusters
  Score: Raw -590942.022116 + Penalty 2797.820311 = -588144.201804
  nChanged 0
  Score: Raw -118211962.116695 + Penalty 76512.472667 = -118135449.644028

Splitting cluster 17 changes total score from -117556090.980356 to -118135449.644028

 So it's getting split into cluster 34.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 18 (50197 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (109649.290000 sec): 2 clusters
  Score: Raw -6094504.141846 + Penalty 1758.852963 = -6092745.288882
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (109649.810000 sec): 3 clusters
  Score: Raw -6062860.253299 + Penalty 3517.705926 = -6059342.547372
  nChanged 23737
		SP:Iteration 1F (109650.340000 sec): 3 clusters
  Score: Raw -6079559.341704 + Penalty 3517.705926 = -6076041.635777
  nChanged 4587
		SP:Iteration 2F (109650.870000 sec): 3 clusters
  Score: Raw -6095707.278232 + Penalty 3517.705926 = -6092189.572305
  nChanged 6038
		SP:Iteration 3F (109651.420000 sec): 3 clusters
  Score: Raw -6120241.539252 + Penalty 3517.705926 = -6116723.833325
  nChanged 9225
		SP:Iteration 4F (109651.980000 sec): 3 clusters
  Score: Raw -6133264.968479 + Penalty 3517.705926 = -6129747.262553
  nChanged 4741
		SP:Iteration 5F (109652.530000 sec): 3 clusters
  Score: Raw -6138034.443712 + Penalty 3517.705926 = -6134516.737785
  nChanged 2109
		SP:Iteration 6Q (109653.060000 sec): 3 clusters
  Score: Raw -6140065.306825 + Penalty 3517.705926 = -6136547.600899
  nChanged 1318
		SP:Iteration 7Q (109653.550000 sec): 3 clusters
  Score: Raw -6141699.812309 + Penalty 3517.705926 = -6138182.106383
  nChanged 906
		SP:Iteration 8Q (109654.050000 sec): 3 clusters
  Score: Raw -6143099.261296 + Penalty 3517.705926 = -6139581.555370
  nChanged 623
		SP:Iteration 9Q (109654.560000 sec): 3 clusters
  Score: Raw -6144577.745533 + Penalty 3517.705926 = -6141060.039607
  nChanged 372
		SP:Iteration 10Q (109655.020000 sec): 3 clusters
  Score: Raw -6146625.915250 + Penalty 3517.705926 = -6143108.209323
  nChanged 185
		SP:Iteration 11Q (109655.500000 sec): 3 clusters
  Score: Raw -6148943.220477 + Penalty 3517.705926 = -6145425.514550
  nChanged 54
		SP:Iteration 12Q (109655.950000 sec): 3 clusters
  Score: Raw -6149876.590152 + Penalty 3517.705926 = -6146358.884225
  nChanged 12
		SP:Iteration 13Q (109656.380000 sec): 3 clusters
  Score: Raw -6149957.394506 + Penalty 3517.705926 = -6146439.688580
  nChanged 4
		SP:Iteration 14Q (109656.810000 sec): 3 clusters
  Score: Raw -6149967.094529 + Penalty 3517.705926 = -6146449.388602
  nChanged 2
		SP:Iteration 15Q (109657.230000 sec): 3 clusters
  Score: Raw -6149968.826394 + Penalty 3517.705926 = -6146451.120467
  nChanged 0
		SP:Iteration 16F (109657.780000 sec): 3 clusters
  Score: Raw -6149971.666261 + Penalty 3517.705926 = -6146453.960335
  nChanged 1
		SP:Iteration 17Q (109658.210000 sec): 3 clusters
  Score: Raw -6149972.415813 + Penalty 3517.705926 = -6146454.709887
  nChanged 0
		SP:Iteration 18F (109658.720000 sec): 3 clusters
  Score: Raw -6149972.415813 + Penalty 3517.705926 = -6146454.709887
  nChanged 0
  Score: Raw -118267430.390662 + Penalty 78762.839510 = -118188667.551153

Splitting cluster 18 changes total score from -117556090.980356 to -118188667.551153

 So it's getting split into cluster 35.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 19 (69940 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (109764.060000 sec): 2 clusters
  Score: Raw -8115300.021186 + Penalty 1812.751364 = -8113487.269821
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (109764.780000 sec): 3 clusters
  Score: Raw -8070059.098801 + Penalty 3625.502728 = -8066433.596072
  nChanged 33247
		SP:Iteration 1F (109765.460000 sec): 3 clusters
  Score: Raw -8092339.122788 + Penalty 3625.502728 = -8088713.620059
  nChanged 4997
		SP:Iteration 2F (109766.180000 sec): 3 clusters
  Score: Raw -8097505.694284 + Penalty 3625.502728 = -8093880.191555
  nChanged 6517
		SP:Iteration 3F (109766.870000 sec): 3 clusters
  Score: Raw -8104954.929037 + Penalty 3625.502728 = -8101329.426309
  nChanged 7561
		SP:Iteration 4F (109767.550000 sec): 3 clusters
  Score: Raw -8115062.988067 + Penalty 3625.502728 = -8111437.485339
  nChanged 6896
		SP:Iteration 5F (109768.260000 sec): 3 clusters
  Score: Raw -8123487.110925 + Penalty 3625.502728 = -8119861.608197
  nChanged 5300
		SP:Iteration 6F (109768.950000 sec): 3 clusters
  Score: Raw -8129016.924247 + Penalty 3625.502728 = -8125391.421518
  nChanged 4506
		SP:Iteration 7F (109769.630000 sec): 3 clusters
  Score: Raw -8134192.819715 + Penalty 3625.502728 = -8130567.316987
  nChanged 4874
		SP:Iteration 8F (109770.340000 sec): 3 clusters
  Score: Raw -8140559.877261 + Penalty 3625.502728 = -8136934.374532
  nChanged 4525
		SP:Iteration 9F (109771.040000 sec): 3 clusters
  Score: Raw -8145250.731977 + Penalty 3625.502728 = -8141625.229249
  nChanged 2849
		SP:Iteration 10Q (109771.680000 sec): 3 clusters
  Score: Raw -8146656.409653 + Penalty 3625.502728 = -8143030.906924
  nChanged 1360
		SP:Iteration 11Q (109772.300000 sec): 3 clusters
  Score: Raw -8146977.182911 + Penalty 3625.502728 = -8143351.680183
  nChanged 657
		SP:Iteration 12Q (109772.940000 sec): 3 clusters
  Score: Raw -8147064.362300 + Penalty 3625.502728 = -8143438.859572
  nChanged 340
		SP:Iteration 13Q (109773.590000 sec): 3 clusters
  Score: Raw -8147090.723254 + Penalty 3625.502728 = -8143465.220526
  nChanged 171
		SP:Iteration 14Q (109774.240000 sec): 3 clusters
  Score: Raw -8147100.968678 + Penalty 3625.502728 = -8143475.465950
  nChanged 97
		SP:Iteration 15Q (109774.890000 sec): 3 clusters
  Score: Raw -8147105.261626 + Penalty 3625.502728 = -8143479.758897
  nChanged 72
		SP:Iteration 16Q (109775.540000 sec): 3 clusters
  Score: Raw -8147107.718395 + Penalty 3625.502728 = -8143482.215667
  nChanged 47
		SP:Iteration 17Q (109776.180000 sec): 3 clusters
  Score: Raw -8147108.773120 + Penalty 3625.502728 = -8143483.270391
  nChanged 28
		SP:Iteration 18Q (109776.820000 sec): 3 clusters
  Score: Raw -8147109.464510 + Penalty 3625.502728 = -8143483.961782
  nChanged 13
		SP:Iteration 19Q (109777.470000 sec): 3 clusters
  Score: Raw -8147109.643144 + Penalty 3625.502728 = -8143484.140416
  nChanged 10
		SP:Iteration 20F (109778.170000 sec): 3 clusters
  Score: Raw -8147109.754095 + Penalty 3625.502728 = -8143484.251366
  nChanged 3
		SP:Iteration 21Q (109778.800000 sec): 3 clusters
  Score: Raw -8147109.807117 + Penalty 3625.502728 = -8143484.304388
  nChanged 4
		SP:Iteration 22Q (109779.430000 sec): 3 clusters
  Score: Raw -8147109.882877 + Penalty 3625.502728 = -8143484.380149
  nChanged 4
		SP:Iteration 23Q (109780.080000 sec): 3 clusters
  Score: Raw -8147109.933296 + Penalty 3625.502728 = -8143484.430568
  nChanged 7
		SP:Iteration 24Q (109780.730000 sec): 3 clusters
  Score: Raw -8147110.055058 + Penalty 3625.502728 = -8143484.552330
  nChanged 7
		SP:Iteration 25Q (109781.380000 sec): 3 clusters
  Score: Raw -8147110.268702 + Penalty 3625.502728 = -8143484.765973
  nChanged 8
		SP:Iteration 26Q (109782.020000 sec): 3 clusters
  Score: Raw -8147110.446984 + Penalty 3625.502728 = -8143484.944255
  nChanged 7
		SP:Iteration 27Q (109782.670000 sec): 3 clusters
  Score: Raw -8147110.594101 + Penalty 3625.502728 = -8143485.091373
  nChanged 5
		SP:Iteration 28Q (109783.320000 sec): 3 clusters
  Score: Raw -8147110.671821 + Penalty 3625.502728 = -8143485.169093
  nChanged 4
		SP:Iteration 29Q (109783.980000 sec): 3 clusters
  Score: Raw -8147110.745219 + Penalty 3625.502728 = -8143485.242491
  nChanged 5
		SP:Iteration 30Q (109784.630000 sec): 3 clusters
  Score: Raw -8147110.802937 + Penalty 3625.502728 = -8143485.300209
  nChanged 4
		SP:Iteration 31Q (109785.280000 sec): 3 clusters
  Score: Raw -8147110.875384 + Penalty 3625.502728 = -8143485.372655
  nChanged 5
		SP:Iteration 32Q (109785.930000 sec): 3 clusters
  Score: Raw -8147110.955548 + Penalty 3625.502728 = -8143485.452820
  nChanged 5
		SP:Iteration 33Q (109786.560000 sec): 3 clusters
  Score: Raw -8147111.010206 + Penalty 3625.502728 = -8143485.507477
  nChanged 3
		SP:Iteration 34Q (109787.210000 sec): 3 clusters
  Score: Raw -8147111.034293 + Penalty 3625.502728 = -8143485.531565
  nChanged 0
		SP:Iteration 35F (109787.910000 sec): 3 clusters
  Score: Raw -8147111.034293 + Penalty 3625.502728 = -8143485.531565
  nChanged 0
  Score: Raw -118299241.403770 + Penalty 81013.206353 = -118218228.197417

Splitting cluster 19 changes total score from -117556090.980356 to -118218228.197417

 So it's getting split into cluster 36.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 20 (29855 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (109897.230000 sec): 2 clusters
  Score: Raw -3032518.448012 + Penalty 1674.417486 = -3030844.030525
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (109897.560000 sec): 3 clusters
  Score: Raw -3014342.138862 + Penalty 3348.834973 = -3010993.303889
  nChanged 13907
		SP:Iteration 1F (109897.880000 sec): 3 clusters
  Score: Raw -3030607.879566 + Penalty 3348.834973 = -3027259.044593
  nChanged 4777
		SP:Iteration 2F (109898.210000 sec): 3 clusters
  Score: Raw -3043889.183773 + Penalty 3348.834973 = -3040540.348800
  nChanged 4448
		SP:Iteration 3F (109898.540000 sec): 3 clusters
  Score: Raw -3057071.630927 + Penalty 3348.834973 = -3053722.795954
  nChanged 2723
		SP:Iteration 4F (109898.880000 sec): 3 clusters
  Score: Raw -3062754.057511 + Penalty 3348.834973 = -3059405.222538
  nChanged 1339
		SP:Iteration 5Q (109899.170000 sec): 3 clusters
  Score: Raw -3064209.216392 + Penalty 3348.834973 = -3060860.381419
  nChanged 811
		SP:Iteration 6Q (109899.490000 sec): 3 clusters
  Score: Raw -3064988.095070 + Penalty 3348.834973 = -3061639.260097
  nChanged 653
		SP:Iteration 7Q (109899.760000 sec): 3 clusters
  Score: Raw -3065666.635427 + Penalty 3348.834973 = -3062317.800454
  nChanged 596
		SP:Iteration 8Q (109900.050000 sec): 3 clusters
  Score: Raw -3066324.665459 + Penalty 3348.834973 = -3062975.830487
  nChanged 506
		SP:Iteration 9Q (109900.360000 sec): 3 clusters
  Score: Raw -3066902.655156 + Penalty 3348.834973 = -3063553.820183
  nChanged 424
		SP:Iteration 10Q (109900.680000 sec): 3 clusters
  Score: Raw -3067307.349524 + Penalty 3348.834973 = -3063958.514551
  nChanged 327
		SP:Iteration 11Q (109900.950000 sec): 3 clusters
  Score: Raw -3067538.726173 + Penalty 3348.834973 = -3064189.891200
  nChanged 244
		SP:Iteration 12Q (109901.250000 sec): 3 clusters
  Score: Raw -3067671.601478 + Penalty 3348.834973 = -3064322.766505
  nChanged 196
		SP:Iteration 13Q (109901.560000 sec): 3 clusters
  Score: Raw -3067773.816846 + Penalty 3348.834973 = -3064424.981873
  nChanged 138
		SP:Iteration 14Q (109901.840000 sec): 3 clusters
  Score: Raw -3067849.360032 + Penalty 3348.834973 = -3064500.525059
  nChanged 111
		SP:Iteration 15Q (109902.130000 sec): 3 clusters
  Score: Raw -3067910.012427 + Penalty 3348.834973 = -3064561.177454
  nChanged 112
		SP:Iteration 16Q (109902.450000 sec): 3 clusters
  Score: Raw -3067959.560134 + Penalty 3348.834973 = -3064610.725161
  nChanged 87
		SP:Iteration 17Q (109902.760000 sec): 3 clusters
  Score: Raw -3067990.259073 + Penalty 3348.834973 = -3064641.424100
  nChanged 76
		SP:Iteration 18Q (109903.070000 sec): 3 clusters
  Score: Raw -3068029.420711 + Penalty 3348.834973 = -3064680.585738
  nChanged 81
		SP:Iteration 19Q (109903.340000 sec): 3 clusters
  Score: Raw -3068069.095990 + Penalty 3348.834973 = -3064720.261017
  nChanged 70
		SP:Iteration 20F (109903.670000 sec): 3 clusters
  Score: Raw -3068211.450737 + Penalty 3348.834973 = -3064862.615764
  nChanged 128
		SP:Iteration 21Q (109903.980000 sec): 3 clusters
  Score: Raw -3068302.639251 + Penalty 3348.834973 = -3064953.804278
  nChanged 153
		SP:Iteration 22Q (109904.300000 sec): 3 clusters
  Score: Raw -3068360.770366 + Penalty 3348.834973 = -3065011.935393
  nChanged 128
		SP:Iteration 23Q (109904.610000 sec): 3 clusters
  Score: Raw -3068388.230676 + Penalty 3348.834973 = -3065039.395703
  nChanged 92
		SP:Iteration 24Q (109904.880000 sec): 3 clusters
  Score: Raw -3068406.167404 + Penalty 3348.834973 = -3065057.332431
  nChanged 71
		SP:Iteration 25Q (109905.170000 sec): 3 clusters
  Score: Raw -3068417.746978 + Penalty 3348.834973 = -3065068.912005
  nChanged 62
		SP:Iteration 26Q (109905.480000 sec): 3 clusters
  Score: Raw -3068426.393182 + Penalty 3348.834973 = -3065077.558209
  nChanged 48
		SP:Iteration 27Q (109905.750000 sec): 3 clusters
  Score: Raw -3068432.823437 + Penalty 3348.834973 = -3065083.988464
  nChanged 52
		SP:Iteration 28Q (109906.040000 sec): 3 clusters
  Score: Raw -3068441.874721 + Penalty 3348.834973 = -3065093.039748
  nChanged 56
		SP:Iteration 29Q (109906.350000 sec): 3 clusters
  Score: Raw -3068449.821592 + Penalty 3348.834973 = -3065100.986619
  nChanged 53
		SP:Iteration 30Q (109906.630000 sec): 3 clusters
  Score: Raw -3068456.916152 + Penalty 3348.834973 = -3065108.081179
  nChanged 51
		SP:Iteration 31Q (109906.920000 sec): 3 clusters
  Score: Raw -3068462.958480 + Penalty 3348.834973 = -3065114.123507
  nChanged 39
		SP:Iteration 32Q (109907.230000 sec): 3 clusters
  Score: Raw -3068471.124171 + Penalty 3348.834973 = -3065122.289198
  nChanged 55
		SP:Iteration 33Q (109907.550000 sec): 3 clusters
  Score: Raw -3068485.605335 + Penalty 3348.834973 = -3065136.770362
  nChanged 60
		SP:Iteration 34Q (109907.820000 sec): 3 clusters
  Score: Raw -3068504.942247 + Penalty 3348.834973 = -3065156.107274
  nChanged 71
		SP:Iteration 35Q (109908.110000 sec): 3 clusters
  Score: Raw -3068542.018240 + Penalty 3348.834973 = -3065193.183267
  nChanged 106
		SP:Iteration 36Q (109908.430000 sec): 3 clusters
  Score: Raw -3068603.284081 + Penalty 3348.834973 = -3065254.449108
  nChanged 120
		SP:Iteration 37Q (109908.720000 sec): 3 clusters
  Score: Raw -3068683.674140 + Penalty 3348.834973 = -3065334.839168
  nChanged 145
		SP:Iteration 38Q (109908.990000 sec): 3 clusters
  Score: Raw -3068782.289297 + Penalty 3348.834973 = -3065433.454324
  nChanged 151
		SP:Iteration 39Q (109909.310000 sec): 3 clusters
  Score: Raw -3068861.762757 + Penalty 3348.834973 = -3065512.927784
  nChanged 149
		SP:Iteration 40F (109909.640000 sec): 3 clusters
  Score: Raw -3068977.055609 + Penalty 3348.834973 = -3065628.220636
  nChanged 190
		SP:Iteration 41Q (109909.950000 sec): 3 clusters
  Score: Raw -3069468.401985 + Penalty 3348.834973 = -3066119.567012
  nChanged 327
		SP:Iteration 42Q (109910.230000 sec): 3 clusters
  Score: Raw -3071107.245969 + Penalty 3348.834973 = -3067758.410996
  nChanged 297
		SP:Iteration 43Q (109910.520000 sec): 3 clusters
  Score: Raw -3071336.259626 + Penalty 3348.834973 = -3067987.424653
  nChanged 138
		SP:Iteration 44Q (109910.830000 sec): 3 clusters
  Score: Raw -3071360.935499 + Penalty 3348.834973 = -3068012.100526
  nChanged 59
		SP:Iteration 45Q (109911.140000 sec): 3 clusters
  Score: Raw -3071371.402156 + Penalty 3348.834973 = -3068022.567183
  nChanged 33
		SP:Iteration 46Q (109911.410000 sec): 3 clusters
  Score: Raw -3071374.003893 + Penalty 3348.834973 = -3068025.168920
  nChanged 13
		SP:Iteration 47Q (109911.700000 sec): 3 clusters
  Score: Raw -3071376.480496 + Penalty 3348.834973 = -3068027.645523
  nChanged 11
		SP:Iteration 48Q (109912.010000 sec): 3 clusters
  Score: Raw -3071377.744277 + Penalty 3348.834973 = -3068028.909304
  nChanged 5
		SP:Iteration 49Q (109912.280000 sec): 3 clusters
  Score: Raw -3071377.867577 + Penalty 3348.834973 = -3068029.032604
  nChanged 1
		SP:Iteration 50Q (109912.570000 sec): 3 clusters
  Score: Raw -3071377.905055 + Penalty 3348.834973 = -3068029.070082
  nChanged 1
		SP:Iteration 51Q (109912.880000 sec): 3 clusters
  Score: Raw -3071377.933160 + Penalty 3348.834973 = -3068029.098187
  nChanged 0
		SP:Iteration 52F (109913.180000 sec): 3 clusters
  Score: Raw -3071377.933160 + Penalty 3348.834973 = -3068029.098187
  nChanged 0
  Score: Raw -118338100.888917 + Penalty 83263.573196 = -118254837.315721

Splitting cluster 20 changes total score from -117556090.980356 to -118254837.315721

 So it's getting split into cluster 37.
Iteration 20F (110157.440000 sec): 38 clusters
  Score: Raw -118428222.934774 + Penalty 83263.573196 = -118344959.361578
  nChanged 73413
Iteration 21F (110290.430000 sec): 38 clusters
  Score: Raw -118475244.169489 + Penalty 83263.573196 = -118391980.596293
  nChanged 35758
Iteration 22Q (110408.910000 sec): 38 clusters
  Score: Raw -118493948.648515 + Penalty 83263.573196 = -118410685.075319
  nChanged 25732
Iteration 23Q (110513.790000 sec): 38 clusters
  Score: Raw -118505895.772914 + Penalty 83263.573196 = -118422632.199718
  nChanged 21487
Iteration 24Q (110608.990000 sec): 38 clusters
  Score: Raw -118515564.065211 + Penalty 83263.573196 = -118432300.492015
  nChanged 19055
Iteration 25Q (110709.750000 sec): 38 clusters
  Score: Raw -118523930.294808 + Penalty 83263.573196 = -118440666.721612
  nChanged 17457
Iteration 26Q (110804.350000 sec): 38 clusters
  Score: Raw -118531930.606863 + Penalty 83263.573196 = -118448667.033667
  nChanged 16187
Iteration 27Q (110908.460000 sec): 38 clusters
  Score: Raw -118539865.662545 + Penalty 83263.573196 = -118456602.089349
  nChanged 14471
Iteration 28Q (111003.790000 sec): 38 clusters
  Score: Raw -118547309.602406 + Penalty 83263.573196 = -118464046.029210
  nChanged 13082
Iteration 29Q (111105.210000 sec): 38 clusters
  Score: Raw -118553461.067599 + Penalty 83263.573196 = -118470197.494403
  nChanged 11680
Iteration 30Q (111200.460000 sec): 38 clusters
  Score: Raw -118559148.027998 + Penalty 83263.573196 = -118475884.454802
  nChanged 10537
Iteration 31Q (111325.800000 sec): 38 clusters
  Score: Raw -118565913.247293 + Penalty 83263.573196 = -118482649.674097
  nChanged 9511
Iteration 32Q (111420.800000 sec): 38 clusters
  Score: Raw -118571649.913159 + Penalty 83263.573196 = -118488386.339963
  nChanged 8746
Iteration 33Q (111521.290000 sec): 38 clusters
  Score: Raw -118585054.109329 + Penalty 83263.573196 = -118501790.536133
  nChanged 8320
Iteration 34Q (111615.750000 sec): 38 clusters
  Score: Raw -118590691.565008 + Penalty 83263.573196 = -118507427.991812
  nChanged 7555
Iteration 35Q (111740.950000 sec): 38 clusters
  Score: Raw -118593365.711621 + Penalty 83263.573196 = -118510102.138425
  nChanged 6677
Iteration 36Q (111835.880000 sec): 38 clusters
  Score: Raw -118595636.322401 + Penalty 83263.573196 = -118512372.749205
  nChanged 6278
Iteration 37Q (111937.430000 sec): 38 clusters
  Score: Raw -118597742.391998 + Penalty 83263.573196 = -118514478.818802
  nChanged 5898
Iteration 38Q (112032.760000 sec): 38 clusters
  Score: Raw -118599763.053903 + Penalty 83263.573196 = -118516499.480707
  nChanged 5592
Iteration 39Q (112133.150000 sec): 38 clusters
  Score: Raw -118602091.092871 + Penalty 83263.573196 = -118518827.519675
  nChanged 5147
Iteration 40F (112265.190000 sec): 38 clusters
  Score: Raw -118607499.006245 + Penalty 83263.573196 = -118524235.433049
  nChanged 6681
Iteration 41Q (112366.470000 sec): 38 clusters
  Score: Raw -118611649.816799 + Penalty 83263.573196 = -118528386.243603
  nChanged 6679
Iteration 42Q (112464.670000 sec): 38 clusters
  Score: Raw -118614782.080326 + Penalty 83263.573196 = -118531518.507130
  nChanged 5959
Iteration 43Q (112592.000000 sec): 38 clusters
  Score: Raw -118618200.960028 + Penalty 83263.573196 = -118534937.386832
  nChanged 5426
Iteration 44Q (112711.890000 sec): 38 clusters
  Score: Raw -118622419.005352 + Penalty 83263.573196 = -118539155.432156
  nChanged 4919
Iteration 45Q (112807.100000 sec): 38 clusters
  Score: Raw -118624810.186849 + Penalty 83263.573196 = -118541546.613653
  nChanged 4639
Iteration 46Q (112902.290000 sec): 38 clusters
  Score: Raw -118626675.408236 + Penalty 83263.573196 = -118543411.835040
  nChanged 4402
Iteration 47Q (112997.390000 sec): 38 clusters
  Score: Raw -118628628.987289 + Penalty 83263.573196 = -118545365.414093
  nChanged 4165
Iteration 48Q (113092.760000 sec): 38 clusters
  Score: Raw -118629870.619628 + Penalty 83263.573196 = -118546607.046432
  nChanged 3729
Iteration 49Q (113188.090000 sec): 38 clusters
  Score: Raw -118630748.195106 + Penalty 83263.573196 = -118547484.621910
  nChanged 3138
Iteration 50Q (113283.410000 sec): 38 clusters
  Score: Raw -118631435.482160 + Penalty 83263.573196 = -118548171.908964
  nChanged 2715
Iteration 51Q (113378.590000 sec): 38 clusters
  Score: Raw -118631987.357077 + Penalty 83263.573196 = -118548723.783881
  nChanged 2392
Iteration 52Q (113473.840000 sec): 38 clusters
  Score: Raw -118632416.803897 + Penalty 83263.573196 = -118549153.230701
  nChanged 2131
Iteration 53Q (113568.910000 sec): 38 clusters
  Score: Raw -118632790.529116 + Penalty 83263.573196 = -118549526.955920
  nChanged 1963
Iteration 54Q (113664.180000 sec): 38 clusters
  Score: Raw -118633093.313990 + Penalty 83263.573196 = -118549829.740794
  nChanged 1771
Iteration 55Q (113759.250000 sec): 38 clusters
  Score: Raw -118633356.491838 + Penalty 83263.573196 = -118550092.918642
  nChanged 1502
Iteration 56Q (113854.580000 sec): 38 clusters
  Score: Raw -118633551.562376 + Penalty 83263.573196 = -118550287.989180
  nChanged 1406
Iteration 57Q (113949.800000 sec): 38 clusters
  Score: Raw -118633700.233843 + Penalty 83263.573196 = -118550436.660647
  nChanged 1120
Iteration 58Q (114045.010000 sec): 38 clusters
  Score: Raw -118633814.299872 + Penalty 83263.573196 = -118550550.726676
  nChanged 1011
Writing temp clu file 
Because OldScore, -118550436.660647, is greater than current (better) Score,-118550550.726676 
 Memory request: 0.00 GB would take us to total of 3.81 GB.
Compute initial score before splitting:   Score: Raw -118633814.299872 + Penalty 83263.573196 = -118550550.726676
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 1 (15892 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114045.830000 sec): 2 clusters
  Score: Raw -1877208.211855 + Penalty 1571.955307 = -1875636.256549
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114046.030000 sec): 3 clusters
  Score: Raw -1868025.899492 + Penalty 3143.910613 = -1864881.988879
  nChanged 7036
		SP:Iteration 1F (114046.210000 sec): 3 clusters
  Score: Raw -1872405.444632 + Penalty 3143.910613 = -1869261.534019
  nChanged 1366
		SP:Iteration 2F (114046.400000 sec): 3 clusters
  Score: Raw -1873713.983559 + Penalty 3143.910613 = -1870570.072946
  nChanged 1396
		SP:Iteration 3F (114046.580000 sec): 3 clusters
  Score: Raw -1875159.014905 + Penalty 3143.910613 = -1872015.104292
  nChanged 1287
		SP:Iteration 4F (114046.770000 sec): 3 clusters
  Score: Raw -1876305.826702 + Penalty 3143.910613 = -1873161.916089
  nChanged 1067
		SP:Iteration 5F (114046.950000 sec): 3 clusters
  Score: Raw -1877135.361218 + Penalty 3143.910613 = -1873991.450605
  nChanged 903
		SP:Iteration 6F (114047.160000 sec): 3 clusters
  Score: Raw -1877899.699210 + Penalty 3143.910613 = -1874755.788597
  nChanged 908
		SP:Iteration 7F (114047.340000 sec): 3 clusters
  Score: Raw -1878972.971558 + Penalty 3143.910613 = -1875829.060945
  nChanged 1010
		SP:Iteration 8F (114047.530000 sec): 3 clusters
  Score: Raw -1880415.218463 + Penalty 3143.910613 = -1877271.307850
  nChanged 864
		SP:Iteration 9F (114047.710000 sec): 3 clusters
  Score: Raw -1881410.653012 + Penalty 3143.910613 = -1878266.742399
  nChanged 527
		SP:Iteration 10Q (114047.890000 sec): 3 clusters
  Score: Raw -1881781.163947 + Penalty 3143.910613 = -1878637.253334
  nChanged 275
		SP:Iteration 11Q (114048.090000 sec): 3 clusters
  Score: Raw -1881937.986873 + Penalty 3143.910613 = -1878794.076260
  nChanged 164
		SP:Iteration 12Q (114048.260000 sec): 3 clusters
  Score: Raw -1882043.886067 + Penalty 3143.910613 = -1878899.975454
  nChanged 141
		SP:Iteration 13Q (114048.470000 sec): 3 clusters
  Score: Raw -1882101.244913 + Penalty 3143.910613 = -1878957.334300
  nChanged 81
		SP:Iteration 14Q (114048.640000 sec): 3 clusters
  Score: Raw -1882131.198747 + Penalty 3143.910613 = -1878987.288134
  nChanged 63
		SP:Iteration 15Q (114048.840000 sec): 3 clusters
  Score: Raw -1882161.470456 + Penalty 3143.910613 = -1879017.559843
  nChanged 69
		SP:Iteration 16Q (114049.010000 sec): 3 clusters
  Score: Raw -1882197.569598 + Penalty 3143.910613 = -1879053.658985
  nChanged 80
		SP:Iteration 17Q (114049.210000 sec): 3 clusters
  Score: Raw -1882239.027586 + Penalty 3143.910613 = -1879095.116973
  nChanged 73
		SP:Iteration 18Q (114049.410000 sec): 3 clusters
  Score: Raw -1882288.861575 + Penalty 3143.910613 = -1879144.950962
  nChanged 101
		SP:Iteration 19Q (114049.590000 sec): 3 clusters
  Score: Raw -1882372.172609 + Penalty 3143.910613 = -1879228.261996
  nChanged 128
		SP:Iteration 20F (114049.790000 sec): 3 clusters
  Score: Raw -1882506.811375 + Penalty 3143.910613 = -1879362.900762
  nChanged 132
		SP:Iteration 21Q (114049.960000 sec): 3 clusters
  Score: Raw -1882640.368329 + Penalty 3143.910613 = -1879496.457716
  nChanged 115
		SP:Iteration 22Q (114050.160000 sec): 3 clusters
  Score: Raw -1882715.175466 + Penalty 3143.910613 = -1879571.264853
  nChanged 74
		SP:Iteration 23Q (114050.330000 sec): 3 clusters
  Score: Raw -1882751.361201 + Penalty 3143.910613 = -1879607.450588
  nChanged 55
		SP:Iteration 24Q (114050.520000 sec): 3 clusters
  Score: Raw -1882773.521041 + Penalty 3143.910613 = -1879629.610428
  nChanged 56
		SP:Iteration 25Q (114050.720000 sec): 3 clusters
  Score: Raw -1882792.847680 + Penalty 3143.910613 = -1879648.937066
  nChanged 43
		SP:Iteration 26Q (114050.880000 sec): 3 clusters
  Score: Raw -1882803.609141 + Penalty 3143.910613 = -1879659.698528
  nChanged 34
		SP:Iteration 27Q (114051.080000 sec): 3 clusters
  Score: Raw -1882811.017269 + Penalty 3143.910613 = -1879667.106656
  nChanged 26
		SP:Iteration 28Q (114051.270000 sec): 3 clusters
  Score: Raw -1882816.253012 + Penalty 3143.910613 = -1879672.342399
  nChanged 15
		SP:Iteration 29Q (114051.440000 sec): 3 clusters
  Score: Raw -1882817.854008 + Penalty 3143.910613 = -1879673.943395
  nChanged 9
		SP:Iteration 30Q (114051.630000 sec): 3 clusters
  Score: Raw -1882818.881417 + Penalty 3143.910613 = -1879674.970804
  nChanged 3
		SP:Iteration 31Q (114051.820000 sec): 3 clusters
  Score: Raw -1882819.351351 + Penalty 3143.910613 = -1879675.440738
  nChanged 4
		SP:Iteration 32Q (114052.010000 sec): 3 clusters
  Score: Raw -1882819.665047 + Penalty 3143.910613 = -1879675.754434
  nChanged 3
		SP:Iteration 33Q (114052.180000 sec): 3 clusters
  Score: Raw -1882820.017254 + Penalty 3143.910613 = -1879676.106641
  nChanged 5
		SP:Iteration 34Q (114052.380000 sec): 3 clusters
  Score: Raw -1882820.808150 + Penalty 3143.910613 = -1879676.897537
  nChanged 6
		SP:Iteration 35Q (114052.570000 sec): 3 clusters
  Score: Raw -1882821.584503 + Penalty 3143.910613 = -1879677.673890
  nChanged 3
		SP:Iteration 36Q (114052.760000 sec): 3 clusters
  Score: Raw -1882821.893272 + Penalty 3143.910613 = -1879677.982659
  nChanged 0
		SP:Iteration 37F (114052.970000 sec): 3 clusters
  Score: Raw -1882821.893272 + Penalty 3143.910613 = -1879677.982659
  nChanged 0
  Score: Raw -118639478.109035 + Penalty 85513.940039 = -118553964.168995

Splitting cluster 1 changes total score from -118550550.726676 to -118553964.168995

 So it's getting split into cluster 38.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 2 (22387 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114169.580000 sec): 2 clusters
  Score: Raw -2566928.017898 + Penalty 1627.638303 = -2565300.379595
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114169.850000 sec): 3 clusters
  Score: Raw -2553415.568504 + Penalty 3255.276606 = -2550160.291897
  nChanged 10264
		SP:Iteration 1F (114170.120000 sec): 3 clusters
  Score: Raw -2560070.064819 + Penalty 3255.276606 = -2556814.788213
  nChanged 2075
		SP:Iteration 2F (114170.390000 sec): 3 clusters
  Score: Raw -2561992.838418 + Penalty 3255.276606 = -2558737.561811
  nChanged 2187
		SP:Iteration 3F (114170.650000 sec): 3 clusters
  Score: Raw -2564083.958200 + Penalty 3255.276606 = -2560828.681594
  nChanged 1906
		SP:Iteration 4F (114170.920000 sec): 3 clusters
  Score: Raw -2565665.980382 + Penalty 3255.276606 = -2562410.703776
  nChanged 1512
		SP:Iteration 5F (114171.180000 sec): 3 clusters
  Score: Raw -2566684.098248 + Penalty 3255.276606 = -2563428.821642
  nChanged 1058
		SP:Iteration 6Q (114171.450000 sec): 3 clusters
  Score: Raw -2567265.392221 + Penalty 3255.276606 = -2564010.115614
  nChanged 792
		SP:Iteration 7Q (114171.710000 sec): 3 clusters
  Score: Raw -2567677.411032 + Penalty 3255.276606 = -2564422.134425
  nChanged 581
		SP:Iteration 8Q (114171.970000 sec): 3 clusters
  Score: Raw -2567975.440319 + Penalty 3255.276606 = -2564720.163713
  nChanged 528
		SP:Iteration 9Q (114172.240000 sec): 3 clusters
  Score: Raw -2568287.883740 + Penalty 3255.276606 = -2565032.607133
  nChanged 455
		SP:Iteration 10Q (114172.500000 sec): 3 clusters
  Score: Raw -2568536.021138 + Penalty 3255.276606 = -2565280.744531
  nChanged 380
		SP:Iteration 11Q (114172.760000 sec): 3 clusters
  Score: Raw -2568728.135330 + Penalty 3255.276606 = -2565472.858723
  nChanged 335
		SP:Iteration 12Q (114173.000000 sec): 3 clusters
  Score: Raw -2568887.956591 + Penalty 3255.276606 = -2565632.679985
  nChanged 260
		SP:Iteration 13Q (114173.240000 sec): 3 clusters
  Score: Raw -2568997.253190 + Penalty 3255.276606 = -2565741.976584
  nChanged 198
		SP:Iteration 14Q (114173.530000 sec): 3 clusters
  Score: Raw -2569073.989011 + Penalty 3255.276606 = -2565818.712404
  nChanged 188
		SP:Iteration 15Q (114173.770000 sec): 3 clusters
  Score: Raw -2569143.910312 + Penalty 3255.276606 = -2565888.633706
  nChanged 177
		SP:Iteration 16Q (114174.050000 sec): 3 clusters
  Score: Raw -2569196.889207 + Penalty 3255.276606 = -2565941.612600
  nChanged 125
		SP:Iteration 17Q (114174.330000 sec): 3 clusters
  Score: Raw -2569225.778996 + Penalty 3255.276606 = -2565970.502390
  nChanged 96
		SP:Iteration 18Q (114174.570000 sec): 3 clusters
  Score: Raw -2569245.283335 + Penalty 3255.276606 = -2565990.006729
  nChanged 84
		SP:Iteration 19Q (114174.850000 sec): 3 clusters
  Score: Raw -2569262.359121 + Penalty 3255.276606 = -2566007.082515
  nChanged 75
		SP:Iteration 20F (114175.100000 sec): 3 clusters
  Score: Raw -2569276.839166 + Penalty 3255.276606 = -2566021.562559
  nChanged 77
		SP:Iteration 21Q (114175.380000 sec): 3 clusters
  Score: Raw -2569289.262451 + Penalty 3255.276606 = -2566033.985844
  nChanged 60
		SP:Iteration 22Q (114175.660000 sec): 3 clusters
  Score: Raw -2569298.490011 + Penalty 3255.276606 = -2566043.213404
  nChanged 56
		SP:Iteration 23Q (114175.890000 sec): 3 clusters
  Score: Raw -2569309.593305 + Penalty 3255.276606 = -2566054.316699
  nChanged 51
		SP:Iteration 24Q (114176.170000 sec): 3 clusters
  Score: Raw -2569319.709718 + Penalty 3255.276606 = -2566064.433111
  nChanged 49
		SP:Iteration 25Q (114176.450000 sec): 3 clusters
  Score: Raw -2569326.595337 + Penalty 3255.276606 = -2566071.318731
  nChanged 42
		SP:Iteration 26Q (114176.690000 sec): 3 clusters
  Score: Raw -2569331.631476 + Penalty 3255.276606 = -2566076.354870
  nChanged 26
		SP:Iteration 27Q (114176.970000 sec): 3 clusters
  Score: Raw -2569335.372103 + Penalty 3255.276606 = -2566080.095496
  nChanged 33
		SP:Iteration 28Q (114177.250000 sec): 3 clusters
  Score: Raw -2569338.928299 + Penalty 3255.276606 = -2566083.651692
  nChanged 26
		SP:Iteration 29Q (114177.480000 sec): 3 clusters
  Score: Raw -2569341.999698 + Penalty 3255.276606 = -2566086.723092
  nChanged 24
		SP:Iteration 30Q (114177.760000 sec): 3 clusters
  Score: Raw -2569344.768688 + Penalty 3255.276606 = -2566089.492081
  nChanged 17
		SP:Iteration 31Q (114178.030000 sec): 3 clusters
  Score: Raw -2569346.653016 + Penalty 3255.276606 = -2566091.376410
  nChanged 18
		SP:Iteration 32Q (114178.270000 sec): 3 clusters
  Score: Raw -2569348.502159 + Penalty 3255.276606 = -2566093.225552
  nChanged 10
		SP:Iteration 33Q (114178.550000 sec): 3 clusters
  Score: Raw -2569349.369906 + Penalty 3255.276606 = -2566094.093299
  nChanged 14
		SP:Iteration 34Q (114178.830000 sec): 3 clusters
  Score: Raw -2569351.179495 + Penalty 3255.276606 = -2566095.902888
  nChanged 22
		SP:Iteration 35Q (114179.100000 sec): 3 clusters
  Score: Raw -2569353.779226 + Penalty 3255.276606 = -2566098.502619
  nChanged 18
		SP:Iteration 36Q (114179.350000 sec): 3 clusters
  Score: Raw -2569355.564934 + Penalty 3255.276606 = -2566100.288328
  nChanged 18
		SP:Iteration 37Q (114179.620000 sec): 3 clusters
  Score: Raw -2569357.486832 + Penalty 3255.276606 = -2566102.210226
  nChanged 21
		SP:Iteration 38Q (114179.900000 sec): 3 clusters
  Score: Raw -2569359.467830 + Penalty 3255.276606 = -2566104.191223
  nChanged 20
		SP:Iteration 39Q (114180.140000 sec): 3 clusters
  Score: Raw -2569361.666995 + Penalty 3255.276606 = -2566106.390389
  nChanged 13
		SP:Iteration 40F (114180.420000 sec): 3 clusters
  Score: Raw -2569363.042391 + Penalty 3255.276606 = -2566107.765785
  nChanged 10
		SP:Iteration 41Q (114180.660000 sec): 3 clusters
  Score: Raw -2569364.214823 + Penalty 3255.276606 = -2566108.938217
  nChanged 13
		SP:Iteration 42Q (114180.930000 sec): 3 clusters
  Score: Raw -2569365.176592 + Penalty 3255.276606 = -2566109.899985
  nChanged 13
		SP:Iteration 43Q (114181.210000 sec): 3 clusters
  Score: Raw -2569366.368801 + Penalty 3255.276606 = -2566111.092195
  nChanged 8
		SP:Iteration 44Q (114181.490000 sec): 3 clusters
  Score: Raw -2569367.138573 + Penalty 3255.276606 = -2566111.861966
  nChanged 4
		SP:Iteration 45Q (114181.720000 sec): 3 clusters
  Score: Raw -2569367.512039 + Penalty 3255.276606 = -2566112.235432
  nChanged 8
		SP:Iteration 46Q (114182.000000 sec): 3 clusters
  Score: Raw -2569368.662343 + Penalty 3255.276606 = -2566113.385736
  nChanged 8
		SP:Iteration 47Q (114182.280000 sec): 3 clusters
  Score: Raw -2569369.510067 + Penalty 3255.276606 = -2566114.233460
  nChanged 6
		SP:Iteration 48Q (114182.510000 sec): 3 clusters
  Score: Raw -2569370.117666 + Penalty 3255.276606 = -2566114.841060
  nChanged 11
		SP:Iteration 49Q (114182.790000 sec): 3 clusters
  Score: Raw -2569371.048143 + Penalty 3255.276606 = -2566115.771537
  nChanged 8
		SP:Iteration 50Q (114183.070000 sec): 3 clusters
  Score: Raw -2569371.841177 + Penalty 3255.276606 = -2566116.564571
  nChanged 10
		SP:Iteration 51Q (114183.350000 sec): 3 clusters
  Score: Raw -2569372.723290 + Penalty 3255.276606 = -2566117.446684
  nChanged 8
		SP:Iteration 52Q (114183.570000 sec): 3 clusters
  Score: Raw -2569373.559255 + Penalty 3255.276606 = -2566118.282649
  nChanged 5
		SP:Iteration 53Q (114183.850000 sec): 3 clusters
  Score: Raw -2569373.991931 + Penalty 3255.276606 = -2566118.715325
  nChanged 5
		SP:Iteration 54Q (114184.130000 sec): 3 clusters
  Score: Raw -2569374.377937 + Penalty 3255.276606 = -2566119.101330
  nChanged 7
		SP:Iteration 55Q (114184.400000 sec): 3 clusters
  Score: Raw -2569374.820718 + Penalty 3255.276606 = -2566119.544112
  nChanged 4
		SP:Iteration 56Q (114184.640000 sec): 3 clusters
  Score: Raw -2569375.076517 + Penalty 3255.276606 = -2566119.799911
  nChanged 2
		SP:Iteration 57Q (114184.910000 sec): 3 clusters
  Score: Raw -2569375.162208 + Penalty 3255.276606 = -2566119.885601
  nChanged 2
		SP:Iteration 58Q (114185.190000 sec): 3 clusters
  Score: Raw -2569375.243507 + Penalty 3255.276606 = -2566119.966900
  nChanged 0
		SP:Iteration 59F (114185.480000 sec): 3 clusters
  Score: Raw -2569375.243507 + Penalty 3255.276606 = -2566119.966900
  nChanged 0
  Score: Raw -118641925.334643 + Penalty 87764.306882 = -118554161.027761

Splitting cluster 2 changes total score from -118550550.726676 to -118554161.027761

 So it's getting split into cluster 39.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 3 (32505 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114305.430000 sec): 2 clusters
  Score: Raw -3731344.797865 + Penalty 1688.236745 = -3729656.561120
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114305.810000 sec): 3 clusters
  Score: Raw -3711271.956228 + Penalty 3376.473491 = -3707895.482737
  nChanged 14967
		SP:Iteration 1F (114306.150000 sec): 3 clusters
  Score: Raw -3722945.240041 + Penalty 3376.473491 = -3719568.766550
  nChanged 3451
		SP:Iteration 2F (114306.470000 sec): 3 clusters
  Score: Raw -3726991.280325 + Penalty 3376.473491 = -3723614.806834
  nChanged 3372
		SP:Iteration 3F (114306.800000 sec): 3 clusters
  Score: Raw -3730417.848573 + Penalty 3376.473491 = -3727041.375082
  nChanged 2656
		SP:Iteration 4F (114307.120000 sec): 3 clusters
  Score: Raw -3732475.970774 + Penalty 3376.473491 = -3729099.497283
  nChanged 1858
		SP:Iteration 5F (114307.480000 sec): 3 clusters
  Score: Raw -3733550.135136 + Penalty 3376.473491 = -3730173.661645
  nChanged 1334
		SP:Iteration 6Q (114307.810000 sec): 3 clusters
  Score: Raw -3734140.833849 + Penalty 3376.473491 = -3730764.360358
  nChanged 976
		SP:Iteration 7Q (114308.130000 sec): 3 clusters
  Score: Raw -3734542.064217 + Penalty 3376.473491 = -3731165.590727
  nChanged 758
		SP:Iteration 8Q (114308.440000 sec): 3 clusters
  Score: Raw -3734820.409129 + Penalty 3376.473491 = -3731443.935639
  nChanged 592
		SP:Iteration 9Q (114308.760000 sec): 3 clusters
  Score: Raw -3734998.775437 + Penalty 3376.473491 = -3731622.301946
  nChanged 474
		SP:Iteration 10Q (114309.060000 sec): 3 clusters
  Score: Raw -3735126.531825 + Penalty 3376.473491 = -3731750.058334
  nChanged 385
		SP:Iteration 11Q (114309.380000 sec): 3 clusters
  Score: Raw -3735222.266025 + Penalty 3376.473491 = -3731845.792534
  nChanged 346
		SP:Iteration 12Q (114309.690000 sec): 3 clusters
  Score: Raw -3735303.426499 + Penalty 3376.473491 = -3731926.953008
  nChanged 340
		SP:Iteration 13Q (114310.000000 sec): 3 clusters
  Score: Raw -3735391.439910 + Penalty 3376.473491 = -3732014.966419
  nChanged 302
		SP:Iteration 14Q (114310.300000 sec): 3 clusters
  Score: Raw -3735490.841438 + Penalty 3376.473491 = -3732114.367947
  nChanged 314
		SP:Iteration 15Q (114310.620000 sec): 3 clusters
  Score: Raw -3735601.548656 + Penalty 3376.473491 = -3732225.075165
  nChanged 290
		SP:Iteration 16Q (114310.960000 sec): 3 clusters
  Score: Raw -3735701.858288 + Penalty 3376.473491 = -3732325.384797
  nChanged 295
		SP:Iteration 17Q (114311.320000 sec): 3 clusters
  Score: Raw -3735759.455771 + Penalty 3376.473491 = -3732382.982280
  nChanged 226
		SP:Iteration 18Q (114311.650000 sec): 3 clusters
  Score: Raw -3735789.759273 + Penalty 3376.473491 = -3732413.285782
  nChanged 140
		SP:Iteration 19Q (114311.960000 sec): 3 clusters
  Score: Raw -3735802.659994 + Penalty 3376.473491 = -3732426.186503
  nChanged 103
		SP:Iteration 20F (114312.280000 sec): 3 clusters
  Score: Raw -3735811.793287 + Penalty 3376.473491 = -3732435.319796
  nChanged 103
		SP:Iteration 21Q (114312.590000 sec): 3 clusters
  Score: Raw -3735820.253783 + Penalty 3376.473491 = -3732443.780292
  nChanged 83
		SP:Iteration 22Q (114312.910000 sec): 3 clusters
  Score: Raw -3735826.084205 + Penalty 3376.473491 = -3732449.610714
  nChanged 66
		SP:Iteration 23Q (114313.210000 sec): 3 clusters
  Score: Raw -3735830.011558 + Penalty 3376.473491 = -3732453.538067
  nChanged 54
		SP:Iteration 24Q (114313.520000 sec): 3 clusters
  Score: Raw -3735834.093581 + Penalty 3376.473491 = -3732457.620090
  nChanged 71
		SP:Iteration 25Q (114313.830000 sec): 3 clusters
  Score: Raw -3735838.410567 + Penalty 3376.473491 = -3732461.937076
  nChanged 46
		SP:Iteration 26Q (114314.190000 sec): 3 clusters
  Score: Raw -3735840.646514 + Penalty 3376.473491 = -3732464.173023
  nChanged 48
		SP:Iteration 27Q (114314.540000 sec): 3 clusters
  Score: Raw -3735843.939434 + Penalty 3376.473491 = -3732467.465943
  nChanged 47
		SP:Iteration 28Q (114314.880000 sec): 3 clusters
  Score: Raw -3735846.582091 + Penalty 3376.473491 = -3732470.108600
  nChanged 37
		SP:Iteration 29Q (114315.190000 sec): 3 clusters
  Score: Raw -3735848.275462 + Penalty 3376.473491 = -3732471.801971
  nChanged 35
		SP:Iteration 30Q (114315.500000 sec): 3 clusters
  Score: Raw -3735850.717801 + Penalty 3376.473491 = -3732474.244310
  nChanged 48
		SP:Iteration 31Q (114315.810000 sec): 3 clusters
  Score: Raw -3735854.423743 + Penalty 3376.473491 = -3732477.950253
  nChanged 48
		SP:Iteration 32Q (114316.120000 sec): 3 clusters
  Score: Raw -3735857.271292 + Penalty 3376.473491 = -3732480.797801
  nChanged 42
		SP:Iteration 33Q (114316.430000 sec): 3 clusters
  Score: Raw -3735859.320983 + Penalty 3376.473491 = -3732482.847492
  nChanged 29
		SP:Iteration 34Q (114316.780000 sec): 3 clusters
  Score: Raw -3735861.289958 + Penalty 3376.473491 = -3732484.816467
  nChanged 24
		SP:Iteration 35Q (114317.130000 sec): 3 clusters
  Score: Raw -3735863.833083 + Penalty 3376.473491 = -3732487.359593
  nChanged 43
		SP:Iteration 36Q (114317.460000 sec): 3 clusters
  Score: Raw -3735868.935319 + Penalty 3376.473491 = -3732492.461828
  nChanged 52
		SP:Iteration 37Q (114317.770000 sec): 3 clusters
  Score: Raw -3735873.039219 + Penalty 3376.473491 = -3732496.565729
  nChanged 42
		SP:Iteration 38Q (114318.080000 sec): 3 clusters
  Score: Raw -3735878.073260 + Penalty 3376.473491 = -3732501.599770
  nChanged 53
		SP:Iteration 39Q (114318.390000 sec): 3 clusters
  Score: Raw -3735885.846088 + Penalty 3376.473491 = -3732509.372597
  nChanged 62
		SP:Iteration 40F (114318.710000 sec): 3 clusters
  Score: Raw -3735896.477885 + Penalty 3376.473491 = -3732520.004395
  nChanged 72
		SP:Iteration 41Q (114319.020000 sec): 3 clusters
  Score: Raw -3735908.262160 + Penalty 3376.473491 = -3732531.788669
  nChanged 86
		SP:Iteration 42Q (114319.330000 sec): 3 clusters
  Score: Raw -3735935.573732 + Penalty 3376.473491 = -3732559.100241
  nChanged 119
		SP:Iteration 43Q (114319.640000 sec): 3 clusters
  Score: Raw -3735963.512653 + Penalty 3376.473491 = -3732587.039162
  nChanged 138
		SP:Iteration 44Q (114319.950000 sec): 3 clusters
  Score: Raw -3735985.088117 + Penalty 3376.473491 = -3732608.614627
  nChanged 115
		SP:Iteration 45Q (114320.250000 sec): 3 clusters
  Score: Raw -3735996.539620 + Penalty 3376.473491 = -3732620.066130
  nChanged 76
		SP:Iteration 46Q (114320.610000 sec): 3 clusters
  Score: Raw -3736001.724956 + Penalty 3376.473491 = -3732625.251465
  nChanged 54
		SP:Iteration 47Q (114320.940000 sec): 3 clusters
  Score: Raw -3736004.245836 + Penalty 3376.473491 = -3732627.772345
  nChanged 31
		SP:Iteration 48Q (114321.270000 sec): 3 clusters
  Score: Raw -3736005.873280 + Penalty 3376.473491 = -3732629.399789
  nChanged 28
		SP:Iteration 49Q (114321.580000 sec): 3 clusters
  Score: Raw -3736006.980700 + Penalty 3376.473491 = -3732630.507209
  nChanged 21
		SP:Iteration 50Q (114321.890000 sec): 3 clusters
  Score: Raw -3736007.903659 + Penalty 3376.473491 = -3732631.430168
  nChanged 20
		SP:Iteration 51Q (114322.200000 sec): 3 clusters
  Score: Raw -3736008.603962 + Penalty 3376.473491 = -3732632.130471
  nChanged 14
		SP:Iteration 52Q (114322.510000 sec): 3 clusters
  Score: Raw -3736009.172129 + Penalty 3376.473491 = -3732632.698638
  nChanged 8
		SP:Iteration 53Q (114322.820000 sec): 3 clusters
  Score: Raw -3736009.414011 + Penalty 3376.473491 = -3732632.940520
  nChanged 5
		SP:Iteration 54Q (114323.130000 sec): 3 clusters
  Score: Raw -3736009.631367 + Penalty 3376.473491 = -3732633.157876
  nChanged 4
		SP:Iteration 55Q (114323.440000 sec): 3 clusters
  Score: Raw -3736009.769384 + Penalty 3376.473491 = -3732633.295893
  nChanged 5
		SP:Iteration 56Q (114323.750000 sec): 3 clusters
  Score: Raw -3736009.880770 + Penalty 3376.473491 = -3732633.407279
  nChanged 4
		SP:Iteration 57Q (114324.060000 sec): 3 clusters
  Score: Raw -3736009.961677 + Penalty 3376.473491 = -3732633.488186
  nChanged 2
		SP:Iteration 58Q (114324.370000 sec): 3 clusters
  Score: Raw -3736010.002973 + Penalty 3376.473491 = -3732633.529482
  nChanged 0
		SP:Iteration 59F (114324.690000 sec): 3 clusters
  Score: Raw -3736010.002973 + Penalty 3376.473491 = -3732633.529482
  nChanged 0
  Score: Raw -118646590.539750 + Penalty 90014.673725 = -118556575.866025

Splitting cluster 3 changes total score from -118550550.726676 to -118556575.866025

 So it's getting split into cluster 40.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 4 (49195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114446.890000 sec): 2 clusters
  Score: Raw -5990659.295049 + Penalty 1755.576432 = -5988903.718618
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114447.350000 sec): 3 clusters
  Score: Raw -5959564.880967 + Penalty 3511.152863 = -5956053.728104
  nChanged 23053
		SP:Iteration 1F (114447.800000 sec): 3 clusters
  Score: Raw -5973028.379943 + Penalty 3511.152863 = -5969517.227080
  nChanged 2805
		SP:Iteration 2F (114448.290000 sec): 3 clusters
  Score: Raw -5974985.285102 + Penalty 3511.152863 = -5971474.132239
  nChanged 3486
		SP:Iteration 3F (114448.760000 sec): 3 clusters
  Score: Raw -5978325.122427 + Penalty 3511.152863 = -5974813.969564
  nChanged 4510
		SP:Iteration 4F (114449.210000 sec): 3 clusters
  Score: Raw -5983326.429573 + Penalty 3511.152863 = -5979815.276710
  nChanged 5072
		SP:Iteration 5F (114449.700000 sec): 3 clusters
  Score: Raw -5988361.559171 + Penalty 3511.152863 = -5984850.406308
  nChanged 4416
		SP:Iteration 6F (114450.180000 sec): 3 clusters
  Score: Raw -5991621.488478 + Penalty 3511.152863 = -5988110.335615
  nChanged 2845
		SP:Iteration 7F (114450.620000 sec): 3 clusters
  Score: Raw -5992958.672768 + Penalty 3511.152863 = -5989447.519905
  nChanged 1653
		SP:Iteration 8Q (114451.100000 sec): 3 clusters
  Score: Raw -5993456.316869 + Penalty 3511.152863 = -5989945.164006
  nChanged 944
		SP:Iteration 9Q (114451.570000 sec): 3 clusters
  Score: Raw -5993637.125321 + Penalty 3511.152863 = -5990125.972457
  nChanged 558
		SP:Iteration 10Q (114452.030000 sec): 3 clusters
  Score: Raw -5993725.320371 + Penalty 3511.152863 = -5990214.167507
  nChanged 378
		SP:Iteration 11Q (114452.470000 sec): 3 clusters
  Score: Raw -5993781.717199 + Penalty 3511.152863 = -5990270.564336
  nChanged 321
		SP:Iteration 12Q (114452.910000 sec): 3 clusters
  Score: Raw -5993819.217305 + Penalty 3511.152863 = -5990308.064442
  nChanged 247
		SP:Iteration 13Q (114453.430000 sec): 3 clusters
  Score: Raw -5993843.242483 + Penalty 3511.152863 = -5990332.089620
  nChanged 219
		SP:Iteration 14Q (114453.870000 sec): 3 clusters
  Score: Raw -5993862.568469 + Penalty 3511.152863 = -5990351.415606
  nChanged 196
		SP:Iteration 15Q (114454.310000 sec): 3 clusters
  Score: Raw -5993878.362577 + Penalty 3511.152863 = -5990367.209713
  nChanged 160
		SP:Iteration 16Q (114454.750000 sec): 3 clusters
  Score: Raw -5993889.856423 + Penalty 3511.152863 = -5990378.703560
  nChanged 146
		SP:Iteration 17Q (114455.190000 sec): 3 clusters
  Score: Raw -5993899.792496 + Penalty 3511.152863 = -5990388.639633
  nChanged 122
		SP:Iteration 18Q (114455.660000 sec): 3 clusters
  Score: Raw -5993906.930267 + Penalty 3511.152863 = -5990395.777404
  nChanged 107
		SP:Iteration 19Q (114456.150000 sec): 3 clusters
  Score: Raw -5993913.789749 + Penalty 3511.152863 = -5990402.636885
  nChanged 101
		SP:Iteration 20F (114456.600000 sec): 3 clusters
  Score: Raw -5993919.885374 + Penalty 3511.152863 = -5990408.732511
  nChanged 109
		SP:Iteration 21Q (114457.040000 sec): 3 clusters
  Score: Raw -5993926.435802 + Penalty 3511.152863 = -5990415.282939
  nChanged 97
		SP:Iteration 22Q (114457.510000 sec): 3 clusters
  Score: Raw -5993933.834760 + Penalty 3511.152863 = -5990422.681897
  nChanged 104
		SP:Iteration 23Q (114457.970000 sec): 3 clusters
  Score: Raw -5993941.225145 + Penalty 3511.152863 = -5990430.072282
  nChanged 93
		SP:Iteration 24Q (114458.440000 sec): 3 clusters
  Score: Raw -5993947.075302 + Penalty 3511.152863 = -5990435.922439
  nChanged 81
		SP:Iteration 25Q (114458.880000 sec): 3 clusters
  Score: Raw -5993952.289560 + Penalty 3511.152863 = -5990441.136697
  nChanged 85
		SP:Iteration 26Q (114459.380000 sec): 3 clusters
  Score: Raw -5993957.697270 + Penalty 3511.152863 = -5990446.544407
  nChanged 92
		SP:Iteration 27Q (114459.850000 sec): 3 clusters
  Score: Raw -5993962.914865 + Penalty 3511.152863 = -5990451.762001
  nChanged 86
		SP:Iteration 28Q (114460.290000 sec): 3 clusters
  Score: Raw -5993967.496216 + Penalty 3511.152863 = -5990456.343353
  nChanged 83
		SP:Iteration 29Q (114460.730000 sec): 3 clusters
  Score: Raw -5993972.685302 + Penalty 3511.152863 = -5990461.532439
  nChanged 79
		SP:Iteration 30Q (114461.200000 sec): 3 clusters
  Score: Raw -5993977.605853 + Penalty 3511.152863 = -5990466.452990
  nChanged 83
		SP:Iteration 31Q (114461.690000 sec): 3 clusters
  Score: Raw -5993983.456025 + Penalty 3511.152863 = -5990472.303162
  nChanged 93
		SP:Iteration 32Q (114462.130000 sec): 3 clusters
  Score: Raw -5993989.678954 + Penalty 3511.152863 = -5990478.526091
  nChanged 90
		SP:Iteration 33Q (114462.570000 sec): 3 clusters
  Score: Raw -5993995.478007 + Penalty 3511.152863 = -5990484.325144
  nChanged 78
		SP:Iteration 34Q (114463.020000 sec): 3 clusters
  Score: Raw -5993999.971907 + Penalty 3511.152863 = -5990488.819044
  nChanged 62
		SP:Iteration 35Q (114463.500000 sec): 3 clusters
  Score: Raw -5994003.323311 + Penalty 3511.152863 = -5990492.170448
  nChanged 75
		SP:Iteration 36Q (114463.960000 sec): 3 clusters
  Score: Raw -5994007.158052 + Penalty 3511.152863 = -5990496.005189
  nChanged 76
		SP:Iteration 37Q (114464.400000 sec): 3 clusters
  Score: Raw -5994011.111106 + Penalty 3511.152863 = -5990499.958243
  nChanged 59
		SP:Iteration 38Q (114464.850000 sec): 3 clusters
  Score: Raw -5994013.959388 + Penalty 3511.152863 = -5990502.806525
  nChanged 68
		SP:Iteration 39Q (114465.290000 sec): 3 clusters
  Score: Raw -5994017.111531 + Penalty 3511.152863 = -5990505.958668
  nChanged 57
		SP:Iteration 40F (114465.770000 sec): 3 clusters
  Score: Raw -5994019.882920 + Penalty 3511.152863 = -5990508.730057
  nChanged 52
		SP:Iteration 41Q (114466.230000 sec): 3 clusters
  Score: Raw -5994022.177428 + Penalty 3511.152863 = -5990511.024565
  nChanged 61
		SP:Iteration 42Q (114466.700000 sec): 3 clusters
  Score: Raw -5994025.074784 + Penalty 3511.152863 = -5990513.921921
  nChanged 56
		SP:Iteration 43Q (114467.140000 sec): 3 clusters
  Score: Raw -5994027.524553 + Penalty 3511.152863 = -5990516.371690
  nChanged 60
		SP:Iteration 44Q (114467.610000 sec): 3 clusters
  Score: Raw -5994029.802050 + Penalty 3511.152863 = -5990518.649187
  nChanged 40
		SP:Iteration 45Q (114468.070000 sec): 3 clusters
  Score: Raw -5994031.148670 + Penalty 3511.152863 = -5990519.995807
  nChanged 47
		SP:Iteration 46Q (114468.540000 sec): 3 clusters
  Score: Raw -5994033.148962 + Penalty 3511.152863 = -5990521.996098
  nChanged 50
		SP:Iteration 47Q (114468.980000 sec): 3 clusters
  Score: Raw -5994035.479089 + Penalty 3511.152863 = -5990524.326226
  nChanged 48
		SP:Iteration 48Q (114469.470000 sec): 3 clusters
  Score: Raw -5994037.274880 + Penalty 3511.152863 = -5990526.122017
  nChanged 42
		SP:Iteration 49Q (114469.930000 sec): 3 clusters
  Score: Raw -5994039.108536 + Penalty 3511.152863 = -5990527.955673
  nChanged 46
		SP:Iteration 50Q (114470.380000 sec): 3 clusters
  Score: Raw -5994041.058709 + Penalty 3511.152863 = -5990529.905846
  nChanged 41
		SP:Iteration 51Q (114470.820000 sec): 3 clusters
  Score: Raw -5994043.111925 + Penalty 3511.152863 = -5990531.959061
  nChanged 42
		SP:Iteration 52Q (114471.260000 sec): 3 clusters
  Score: Raw -5994045.214811 + Penalty 3511.152863 = -5990534.061948
  nChanged 41
		SP:Iteration 53Q (114471.750000 sec): 3 clusters
  Score: Raw -5994047.009903 + Penalty 3511.152863 = -5990535.857040
  nChanged 37
		SP:Iteration 54Q (114472.210000 sec): 3 clusters
  Score: Raw -5994048.845935 + Penalty 3511.152863 = -5990537.693071
  nChanged 35
		SP:Iteration 55Q (114472.660000 sec): 3 clusters
  Score: Raw -5994050.220575 + Penalty 3511.152863 = -5990539.067712
  nChanged 35
		SP:Iteration 56Q (114473.100000 sec): 3 clusters
  Score: Raw -5994051.758567 + Penalty 3511.152863 = -5990540.605704
  nChanged 29
		SP:Iteration 57Q (114473.540000 sec): 3 clusters
  Score: Raw -5994052.951938 + Penalty 3511.152863 = -5990541.799075
  nChanged 25
		SP:Iteration 58Q (114474.030000 sec): 3 clusters
  Score: Raw -5994053.699911 + Penalty 3511.152863 = -5990542.547048
  nChanged 15
		SP:Iteration 59Q (114474.490000 sec): 3 clusters
  Score: Raw -5994054.163969 + Penalty 3511.152863 = -5990543.011105
  nChanged 17
		SP:Iteration 60F (114474.970000 sec): 3 clusters
  Score: Raw -5994054.671104 + Penalty 3511.152863 = -5990543.518241
  nChanged 12
		SP:Iteration 61Q (114475.460000 sec): 3 clusters
  Score: Raw -5994055.208400 + Penalty 3511.152863 = -5990544.055536
  nChanged 16
		SP:Iteration 62Q (114475.920000 sec): 3 clusters
  Score: Raw -5994055.879397 + Penalty 3511.152863 = -5990544.726534
  nChanged 18
		SP:Iteration 63Q (114476.370000 sec): 3 clusters
  Score: Raw -5994056.681076 + Penalty 3511.152863 = -5990545.528212
  nChanged 22
		SP:Iteration 64Q (114476.830000 sec): 3 clusters
  Score: Raw -5994057.623942 + Penalty 3511.152863 = -5990546.471079
  nChanged 21
		SP:Iteration 65Q (114477.320000 sec): 3 clusters
  Score: Raw -5994058.651929 + Penalty 3511.152863 = -5990547.499066
  nChanged 26
		SP:Iteration 66Q (114477.760000 sec): 3 clusters
  Score: Raw -5994059.941998 + Penalty 3511.152863 = -5990548.789134
  nChanged 24
		SP:Iteration 67Q (114478.210000 sec): 3 clusters
  Score: Raw -5994060.908296 + Penalty 3511.152863 = -5990549.755433
  nChanged 28
		SP:Iteration 68Q (114478.650000 sec): 3 clusters
  Score: Raw -5994062.004054 + Penalty 3511.152863 = -5990550.851191
  nChanged 17
		SP:Iteration 69Q (114479.140000 sec): 3 clusters
  Score: Raw -5994062.657557 + Penalty 3511.152863 = -5990551.504693
  nChanged 12
		SP:Iteration 70Q (114479.600000 sec): 3 clusters
  Score: Raw -5994063.052508 + Penalty 3511.152863 = -5990551.899645
  nChanged 12
		SP:Iteration 71Q (114480.040000 sec): 3 clusters
  Score: Raw -5994063.541143 + Penalty 3511.152863 = -5990552.388280
  nChanged 15
		SP:Iteration 72Q (114480.490000 sec): 3 clusters
  Score: Raw -5994064.013293 + Penalty 3511.152863 = -5990552.860430
  nChanged 9
		SP:Iteration 73Q (114480.930000 sec): 3 clusters
  Score: Raw -5994064.258645 + Penalty 3511.152863 = -5990553.105782
  nChanged 11
		SP:Iteration 74Q (114481.410000 sec): 3 clusters
  Score: Raw -5994064.556373 + Penalty 3511.152863 = -5990553.403510
  nChanged 5
		SP:Iteration 75Q (114481.870000 sec): 3 clusters
  Score: Raw -5994064.744833 + Penalty 3511.152863 = -5990553.591970
  nChanged 8
		SP:Iteration 76Q (114482.310000 sec): 3 clusters
  Score: Raw -5994065.104405 + Penalty 3511.152863 = -5990553.951542
  nChanged 10
		SP:Iteration 77Q (114482.750000 sec): 3 clusters
  Score: Raw -5994065.472290 + Penalty 3511.152863 = -5990554.319427
  nChanged 9
		SP:Iteration 78Q (114483.190000 sec): 3 clusters
  Score: Raw -5994065.728400 + Penalty 3511.152863 = -5990554.575537
  nChanged 7
		SP:Iteration 79Q (114483.630000 sec): 3 clusters
  Score: Raw -5994065.955001 + Penalty 3511.152863 = -5990554.802138
  nChanged 9
		SP:Iteration 80F (114484.120000 sec): 3 clusters
  Score: Raw -5994066.302444 + Penalty 3511.152863 = -5990555.149581
  nChanged 14
		SP:Iteration 81Q (114484.580000 sec): 3 clusters
  Score: Raw -5994066.819939 + Penalty 3511.152863 = -5990555.667076
  nChanged 10
		SP:Iteration 82Q (114485.020000 sec): 3 clusters
  Score: Raw -5994067.159110 + Penalty 3511.152863 = -5990556.006246
  nChanged 6
		SP:Iteration 83Q (114485.460000 sec): 3 clusters
  Score: Raw -5994067.342064 + Penalty 3511.152863 = -5990556.189201
  nChanged 3
		SP:Iteration 84Q (114485.900000 sec): 3 clusters
  Score: Raw -5994067.466594 + Penalty 3511.152863 = -5990556.313731
  nChanged 8
		SP:Iteration 85Q (114486.390000 sec): 3 clusters
  Score: Raw -5994067.802420 + Penalty 3511.152863 = -5990556.649557
  nChanged 8
		SP:Iteration 86Q (114486.850000 sec): 3 clusters
  Score: Raw -5994068.123805 + Penalty 3511.152863 = -5990556.970941
  nChanged 11
		SP:Iteration 87Q (114487.300000 sec): 3 clusters
  Score: Raw -5994068.474534 + Penalty 3511.152863 = -5990557.321671
  nChanged 9
		SP:Iteration 88Q (114487.750000 sec): 3 clusters
  Score: Raw -5994068.879074 + Penalty 3511.152863 = -5990557.726210
  nChanged 12
		SP:Iteration 89Q (114488.190000 sec): 3 clusters
  Score: Raw -5994069.419755 + Penalty 3511.152863 = -5990558.266892
  nChanged 11
		SP:Iteration 90Q (114488.670000 sec): 3 clusters
  Score: Raw -5994069.900472 + Penalty 3511.152863 = -5990558.747609
  nChanged 13
		SP:Iteration 91Q (114489.140000 sec): 3 clusters
  Score: Raw -5994070.478066 + Penalty 3511.152863 = -5990559.325203
  nChanged 16
		SP:Iteration 92Q (114489.580000 sec): 3 clusters
  Score: Raw -5994071.093224 + Penalty 3511.152863 = -5990559.940361
  nChanged 17
		SP:Iteration 93Q (114490.020000 sec): 3 clusters
  Score: Raw -5994071.779059 + Penalty 3511.152863 = -5990560.626196
  nChanged 23
		SP:Iteration 94Q (114490.460000 sec): 3 clusters
  Score: Raw -5994072.714881 + Penalty 3511.152863 = -5990561.562018
  nChanged 26
		SP:Iteration 95Q (114490.940000 sec): 3 clusters
  Score: Raw -5994073.863566 + Penalty 3511.152863 = -5990562.710703
  nChanged 20
		SP:Iteration 96Q (114491.400000 sec): 3 clusters
  Score: Raw -5994074.791175 + Penalty 3511.152863 = -5990563.638312
  nChanged 22
		SP:Iteration 97Q (114491.860000 sec): 3 clusters
  Score: Raw -5994076.006153 + Penalty 3511.152863 = -5990564.853289
  nChanged 20
		SP:Iteration 98Q (114492.310000 sec): 3 clusters
  Score: Raw -5994077.092599 + Penalty 3511.152863 = -5990565.939736
  nChanged 24
		SP:Iteration 99Q (114492.800000 sec): 3 clusters
  Score: Raw -5994078.352859 + Penalty 3511.152863 = -5990567.199996
  nChanged 27
		SP:Iteration 100F (114493.270000 sec): 3 clusters
  Score: Raw -5994079.813001 + Penalty 3511.152863 = -5990568.660138
  nChanged 41
		SP:Iteration 101Q (114493.710000 sec): 3 clusters
  Score: Raw -5994083.158713 + Penalty 3511.152863 = -5990572.005850
  nChanged 51
		SP:Iteration 102Q (114494.160000 sec): 3 clusters
  Score: Raw -5994088.265854 + Penalty 3511.152863 = -5990577.112991
  nChanged 61
		SP:Iteration 103Q (114494.640000 sec): 3 clusters
  Score: Raw -5994095.016266 + Penalty 3511.152863 = -5990583.863402
  nChanged 72
		SP:Iteration 104Q (114495.110000 sec): 3 clusters
  Score: Raw -5994102.570535 + Penalty 3511.152863 = -5990591.417671
  nChanged 79
		SP:Iteration 105Q (114495.550000 sec): 3 clusters
  Score: Raw -5994110.381922 + Penalty 3511.152863 = -5990599.229059
  nChanged 88
		SP:Iteration 106Q (114496.000000 sec): 3 clusters
  Score: Raw -5994119.682808 + Penalty 3511.152863 = -5990608.529944
  nChanged 70
		SP:Iteration 107Q (114496.440000 sec): 3 clusters
  Score: Raw -5994126.982643 + Penalty 3511.152863 = -5990615.829780
  nChanged 75
		SP:Iteration 108Q (114496.930000 sec): 3 clusters
  Score: Raw -5994135.932941 + Penalty 3511.152863 = -5990624.780078
  nChanged 68
		SP:Iteration 109Q (114497.390000 sec): 3 clusters
  Score: Raw -5994145.250998 + Penalty 3511.152863 = -5990634.098135
  nChanged 75
		SP:Iteration 110Q (114497.840000 sec): 3 clusters
  Score: Raw -5994155.252416 + Penalty 3511.152863 = -5990644.099553
  nChanged 83
		SP:Iteration 111Q (114498.280000 sec): 3 clusters
  Score: Raw -5994167.829407 + Penalty 3511.152863 = -5990656.676544
  nChanged 106
		SP:Iteration 112Q (114498.770000 sec): 3 clusters
  Score: Raw -5994182.799411 + Penalty 3511.152863 = -5990671.646548
  nChanged 102
		SP:Iteration 113Q (114499.240000 sec): 3 clusters
  Score: Raw -5994195.725703 + Penalty 3511.152863 = -5990684.572840
  nChanged 101
		SP:Iteration 114Q (114499.680000 sec): 3 clusters
  Score: Raw -5994209.690841 + Penalty 3511.152863 = -5990698.537978
  nChanged 112
		SP:Iteration 115Q (114500.120000 sec): 3 clusters
  Score: Raw -5994227.560770 + Penalty 3511.152863 = -5990716.407907
  nChanged 120
		SP:Iteration 116Q (114500.610000 sec): 3 clusters
  Score: Raw -5994242.849053 + Penalty 3511.152863 = -5990731.696189
  nChanged 126
		SP:Iteration 117Q (114501.080000 sec): 3 clusters
  Score: Raw -5994261.777915 + Penalty 3511.152863 = -5990750.625051
  nChanged 123
		SP:Iteration 118Q (114501.520000 sec): 3 clusters
  Score: Raw -5994279.425513 + Penalty 3511.152863 = -5990768.272650
  nChanged 149
		SP:Iteration 119Q (114501.960000 sec): 3 clusters
  Score: Raw -5994302.225319 + Penalty 3511.152863 = -5990791.072456
  nChanged 138
		SP:Iteration 120F (114502.440000 sec): 3 clusters
  Score: Raw -5994320.777787 + Penalty 3511.152863 = -5990809.624923
  nChanged 118
		SP:Iteration 121Q (114502.910000 sec): 3 clusters
  Score: Raw -5994334.357988 + Penalty 3511.152863 = -5990823.205124
  nChanged 118
		SP:Iteration 122Q (114503.370000 sec): 3 clusters
  Score: Raw -5994347.194880 + Penalty 3511.152863 = -5990836.042017
  nChanged 116
		SP:Iteration 123Q (114503.840000 sec): 3 clusters
  Score: Raw -5994361.718123 + Penalty 3511.152863 = -5990850.565260
  nChanged 115
		SP:Iteration 124Q (114504.330000 sec): 3 clusters
  Score: Raw -5994375.091578 + Penalty 3511.152863 = -5990863.938715
  nChanged 121
		SP:Iteration 125Q (114504.800000 sec): 3 clusters
  Score: Raw -5994396.107231 + Penalty 3511.152863 = -5990884.954368
  nChanged 148
		SP:Iteration 126Q (114505.240000 sec): 3 clusters
  Score: Raw -5994425.363249 + Penalty 3511.152863 = -5990914.210385
  nChanged 174
		SP:Iteration 127Q (114505.680000 sec): 3 clusters
  Score: Raw -5994458.240689 + Penalty 3511.152863 = -5990947.087826
  nChanged 153
		SP:Iteration 128Q (114506.170000 sec): 3 clusters
  Score: Raw -5994485.174182 + Penalty 3511.152863 = -5990974.021319
  nChanged 158
		SP:Iteration 129Q (114506.630000 sec): 3 clusters
  Score: Raw -5994517.001406 + Penalty 3511.152863 = -5991005.848543
  nChanged 164
		SP:Iteration 130Q (114507.070000 sec): 3 clusters
  Score: Raw -5994562.927633 + Penalty 3511.152863 = -5991051.774770
  nChanged 178
		SP:Iteration 131Q (114507.510000 sec): 3 clusters
  Score: Raw -5994617.067346 + Penalty 3511.152863 = -5991105.914483
  nChanged 178
		SP:Iteration 132Q (114507.950000 sec): 3 clusters
  Score: Raw -5994671.466108 + Penalty 3511.152863 = -5991160.313245
  nChanged 191
		SP:Iteration 133Q (114508.380000 sec): 3 clusters
  Score: Raw -5994736.818884 + Penalty 3511.152863 = -5991225.666021
  nChanged 184
		SP:Iteration 134Q (114508.840000 sec): 3 clusters
  Score: Raw -5994799.472995 + Penalty 3511.152863 = -5991288.320132
  nChanged 208
		SP:Iteration 135Q (114509.270000 sec): 3 clusters
  Score: Raw -5994857.631022 + Penalty 3511.152863 = -5991346.478159
  nChanged 174
		SP:Iteration 136Q (114509.700000 sec): 3 clusters
  Score: Raw -5994908.179516 + Penalty 3511.152863 = -5991397.026653
  nChanged 172
		SP:Iteration 137Q (114510.120000 sec): 3 clusters
  Score: Raw -5994943.747068 + Penalty 3511.152863 = -5991432.594205
  nChanged 175
		SP:Iteration 138Q (114510.550000 sec): 3 clusters
  Score: Raw -5994976.942944 + Penalty 3511.152863 = -5991465.790081
  nChanged 168
		SP:Iteration 139Q (114510.970000 sec): 3 clusters
  Score: Raw -5995009.312121 + Penalty 3511.152863 = -5991498.159258
  nChanged 144
		SP:Iteration 140F (114511.440000 sec): 3 clusters
  Score: Raw -5995035.117617 + Penalty 3511.152863 = -5991523.964754
  nChanged 121
		SP:Iteration 141Q (114511.860000 sec): 3 clusters
  Score: Raw -5995054.598589 + Penalty 3511.152863 = -5991543.445726
  nChanged 119
		SP:Iteration 142Q (114512.280000 sec): 3 clusters
  Score: Raw -5995073.436660 + Penalty 3511.152863 = -5991562.283797
  nChanged 107
		SP:Iteration 143Q (114512.690000 sec): 3 clusters
  Score: Raw -5995086.817078 + Penalty 3511.152863 = -5991575.664215
  nChanged 79
		SP:Iteration 144Q (114513.110000 sec): 3 clusters
  Score: Raw -5995094.798502 + Penalty 3511.152863 = -5991583.645638
  nChanged 63
		SP:Iteration 145Q (114513.530000 sec): 3 clusters
  Score: Raw -5995100.656633 + Penalty 3511.152863 = -5991589.503770
  nChanged 53
		SP:Iteration 146Q (114513.960000 sec): 3 clusters
  Score: Raw -5995104.171305 + Penalty 3511.152863 = -5991593.018442
  nChanged 43
		SP:Iteration 147Q (114514.380000 sec): 3 clusters
  Score: Raw -5995107.204836 + Penalty 3511.152863 = -5991596.051973
  nChanged 36
		SP:Iteration 148Q (114514.810000 sec): 3 clusters
  Score: Raw -5995109.935371 + Penalty 3511.152863 = -5991598.782508
  nChanged 28
		SP:Iteration 149Q (114515.250000 sec): 3 clusters
  Score: Raw -5995112.117694 + Penalty 3511.152863 = -5991600.964830
  nChanged 23
		SP:Iteration 150Q (114515.670000 sec): 3 clusters
  Score: Raw -5995113.700661 + Penalty 3511.152863 = -5991602.547798
  nChanged 24
		SP:Iteration 151Q (114516.100000 sec): 3 clusters
  Score: Raw -5995115.374120 + Penalty 3511.152863 = -5991604.221257
  nChanged 23
		SP:Iteration 152Q (114516.540000 sec): 3 clusters
  Score: Raw -5995116.842048 + Penalty 3511.152863 = -5991605.689185
  nChanged 24
		SP:Iteration 153Q (114516.950000 sec): 3 clusters
  Score: Raw -5995118.260627 + Penalty 3511.152863 = -5991607.107764
  nChanged 17
		SP:Iteration 154Q (114517.380000 sec): 3 clusters
  Score: Raw -5995119.466523 + Penalty 3511.152863 = -5991608.313660
  nChanged 19
		SP:Iteration 155Q (114517.820000 sec): 3 clusters
  Score: Raw -5995120.854778 + Penalty 3511.152863 = -5991609.701914
  nChanged 18
		SP:Iteration 156Q (114518.230000 sec): 3 clusters
  Score: Raw -5995122.128903 + Penalty 3511.152863 = -5991610.976040
  nChanged 21
		SP:Iteration 157Q (114518.660000 sec): 3 clusters
  Score: Raw -5995123.328250 + Penalty 3511.152863 = -5991612.175387
  nChanged 19
		SP:Iteration 158Q (114519.100000 sec): 3 clusters
  Score: Raw -5995124.395917 + Penalty 3511.152863 = -5991613.243054
  nChanged 14
		SP:Iteration 159Q (114519.520000 sec): 3 clusters
  Score: Raw -5995125.056502 + Penalty 3511.152863 = -5991613.903639
  nChanged 16
		SP:Iteration 160F (114519.990000 sec): 3 clusters
  Score: Raw -5995125.839767 + Penalty 3511.152863 = -5991614.686904
  nChanged 13
		SP:Iteration 161Q (114520.400000 sec): 3 clusters
  Score: Raw -5995126.517108 + Penalty 3511.152863 = -5991615.364245
  nChanged 9
		SP:Iteration 162Q (114520.810000 sec): 3 clusters
  Score: Raw -5995127.071398 + Penalty 3511.152863 = -5991615.918535
  nChanged 10
		SP:Iteration 163Q (114521.230000 sec): 3 clusters
  Score: Raw -5995127.477997 + Penalty 3511.152863 = -5991616.325134
  nChanged 9
		SP:Iteration 164Q (114521.660000 sec): 3 clusters
  Score: Raw -5995127.887307 + Penalty 3511.152863 = -5991616.734444
  nChanged 12
		SP:Iteration 165Q (114522.100000 sec): 3 clusters
  Score: Raw -5995128.734335 + Penalty 3511.152863 = -5991617.581472
  nChanged 19
		SP:Iteration 166Q (114522.510000 sec): 3 clusters
  Score: Raw -5995129.808608 + Penalty 3511.152863 = -5991618.655745
  nChanged 11
		SP:Iteration 167Q (114522.940000 sec): 3 clusters
  Score: Raw -5995130.575176 + Penalty 3511.152863 = -5991619.422312
  nChanged 18
		SP:Iteration 168Q (114523.370000 sec): 3 clusters
  Score: Raw -5995132.227196 + Penalty 3511.152863 = -5991621.074333
  nChanged 18
		SP:Iteration 169Q (114523.810000 sec): 3 clusters
  Score: Raw -5995134.227032 + Penalty 3511.152863 = -5991623.074169
  nChanged 26
		SP:Iteration 170Q (114524.220000 sec): 3 clusters
  Score: Raw -5995136.684061 + Penalty 3511.152863 = -5991625.531198
  nChanged 27
		SP:Iteration 171Q (114524.650000 sec): 3 clusters
  Score: Raw -5995139.920345 + Penalty 3511.152863 = -5991628.767482
  nChanged 39
		SP:Iteration 172Q (114525.090000 sec): 3 clusters
  Score: Raw -5995143.848617 + Penalty 3511.152863 = -5991632.695754
  nChanged 33
		SP:Iteration 173Q (114525.500000 sec): 3 clusters
  Score: Raw -5995146.382872 + Penalty 3511.152863 = -5991635.230008
  nChanged 31
		SP:Iteration 174Q (114525.930000 sec): 3 clusters
  Score: Raw -5995149.148298 + Penalty 3511.152863 = -5991637.995435
  nChanged 29
		SP:Iteration 175Q (114526.360000 sec): 3 clusters
  Score: Raw -5995151.731340 + Penalty 3511.152863 = -5991640.578477
  nChanged 25
		SP:Iteration 176Q (114526.790000 sec): 3 clusters
  Score: Raw -5995153.529169 + Penalty 3511.152863 = -5991642.376306
  nChanged 18
		SP:Iteration 177Q (114527.220000 sec): 3 clusters
  Score: Raw -5995154.608927 + Penalty 3511.152863 = -5991643.456064
  nChanged 11
		SP:Iteration 178Q (114527.650000 sec): 3 clusters
  Score: Raw -5995154.947893 + Penalty 3511.152863 = -5991643.795029
  nChanged 4
		SP:Iteration 179Q (114528.060000 sec): 3 clusters
  Score: Raw -5995155.145620 + Penalty 3511.152863 = -5991643.992756
  nChanged 3
		SP:Iteration 180F (114528.530000 sec): 3 clusters
  Score: Raw -5995155.311180 + Penalty 3511.152863 = -5991644.158317
  nChanged 4
		SP:Iteration 181Q (114528.940000 sec): 3 clusters
  Score: Raw -5995155.457474 + Penalty 3511.152863 = -5991644.304610
  nChanged 5
		SP:Iteration 182Q (114529.350000 sec): 3 clusters
  Score: Raw -5995155.618981 + Penalty 3511.152863 = -5991644.466117
  nChanged 7
		SP:Iteration 183Q (114529.780000 sec): 3 clusters
  Score: Raw -5995155.900419 + Penalty 3511.152863 = -5991644.747556
  nChanged 7
		SP:Iteration 184Q (114530.210000 sec): 3 clusters
  Score: Raw -5995156.156932 + Penalty 3511.152863 = -5991645.004069
  nChanged 3
		SP:Iteration 185Q (114530.640000 sec): 3 clusters
  Score: Raw -5995156.280025 + Penalty 3511.152863 = -5991645.127162
  nChanged 7
		SP:Iteration 186Q (114531.060000 sec): 3 clusters
  Score: Raw -5995156.740404 + Penalty 3511.152863 = -5991645.587541
  nChanged 6
		SP:Iteration 187Q (114531.490000 sec): 3 clusters
  Score: Raw -5995156.889594 + Penalty 3511.152863 = -5991645.736731
  nChanged 5
		SP:Iteration 188Q (114531.920000 sec): 3 clusters
  Score: Raw -5995157.052160 + Penalty 3511.152863 = -5991645.899297
  nChanged 3
		SP:Iteration 189Q (114532.350000 sec): 3 clusters
  Score: Raw -5995157.138727 + Penalty 3511.152863 = -5991645.985863
  nChanged 0
		SP:Iteration 190F (114532.820000 sec): 3 clusters
  Score: Raw -5995157.138727 + Penalty 3511.152863 = -5991645.985863
  nChanged 0
  Score: Raw -118651088.383429 + Penalty 92265.040569 = -118558823.342860

Splitting cluster 4 changes total score from -118550550.726676 to -118558823.342860

 So it's getting split into cluster 41.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 5 (31095 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114657.500000 sec): 2 clusters
  Score: Raw -3553369.841372 + Penalty 1681.030376 = -3551688.810996
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114657.820000 sec): 3 clusters
  Score: Raw -3534355.849904 + Penalty 3362.060752 = -3530993.789152
  nChanged 14338
		SP:Iteration 1F (114658.140000 sec): 3 clusters
  Score: Raw -3544371.925159 + Penalty 3362.060752 = -3541009.864407
  nChanged 3054
		SP:Iteration 2F (114658.440000 sec): 3 clusters
  Score: Raw -3547670.726542 + Penalty 3362.060752 = -3544308.665790
  nChanged 2993
		SP:Iteration 3F (114658.780000 sec): 3 clusters
  Score: Raw -3550584.100624 + Penalty 3362.060752 = -3547222.039872
  nChanged 2423
		SP:Iteration 4F (114659.090000 sec): 3 clusters
  Score: Raw -3552448.149970 + Penalty 3362.060752 = -3549086.089218
  nChanged 1760
		SP:Iteration 5F (114659.400000 sec): 3 clusters
  Score: Raw -3553508.719874 + Penalty 3362.060752 = -3550146.659123
  nChanged 1266
		SP:Iteration 6Q (114659.720000 sec): 3 clusters
  Score: Raw -3554174.246980 + Penalty 3362.060752 = -3550812.186229
  nChanged 953
		SP:Iteration 7Q (114660.050000 sec): 3 clusters
  Score: Raw -3554656.066965 + Penalty 3362.060752 = -3551294.006214
  nChanged 757
		SP:Iteration 8Q (114660.370000 sec): 3 clusters
  Score: Raw -3555064.897564 + Penalty 3362.060752 = -3551702.836812
  nChanged 677
		SP:Iteration 9Q (114660.690000 sec): 3 clusters
  Score: Raw -3555538.270745 + Penalty 3362.060752 = -3552176.209993
  nChanged 629
		SP:Iteration 10Q (114661.010000 sec): 3 clusters
  Score: Raw -3555929.537820 + Penalty 3362.060752 = -3552567.477068
  nChanged 548
		SP:Iteration 11Q (114661.340000 sec): 3 clusters
  Score: Raw -3556160.215155 + Penalty 3362.060752 = -3552798.154403
  nChanged 456
		SP:Iteration 12Q (114661.650000 sec): 3 clusters
  Score: Raw -3556357.032703 + Penalty 3362.060752 = -3552994.971952
  nChanged 407
		SP:Iteration 13Q (114661.970000 sec): 3 clusters
  Score: Raw -3556508.927992 + Penalty 3362.060752 = -3553146.867240
  nChanged 323
		SP:Iteration 14Q (114662.290000 sec): 3 clusters
  Score: Raw -3556626.394846 + Penalty 3362.060752 = -3553264.334094
  nChanged 288
		SP:Iteration 15Q (114662.610000 sec): 3 clusters
  Score: Raw -3556734.954198 + Penalty 3362.060752 = -3553372.893446
  nChanged 269
		SP:Iteration 16Q (114662.920000 sec): 3 clusters
  Score: Raw -3556834.684196 + Penalty 3362.060752 = -3553472.623444
  nChanged 254
		SP:Iteration 17Q (114663.240000 sec): 3 clusters
  Score: Raw -3556927.213499 + Penalty 3362.060752 = -3553565.152747
  nChanged 239
		SP:Iteration 18Q (114663.550000 sec): 3 clusters
  Score: Raw -3556999.665565 + Penalty 3362.060752 = -3553637.604813
  nChanged 202
		SP:Iteration 19Q (114663.870000 sec): 3 clusters
  Score: Raw -3557049.245321 + Penalty 3362.060752 = -3553687.184569
  nChanged 173
		SP:Iteration 20F (114664.200000 sec): 3 clusters
  Score: Raw -3557080.709298 + Penalty 3362.060752 = -3553718.648546
  nChanged 152
		SP:Iteration 21Q (114664.520000 sec): 3 clusters
  Score: Raw -3557108.487500 + Penalty 3362.060752 = -3553746.426748
  nChanged 140
		SP:Iteration 22Q (114664.830000 sec): 3 clusters
  Score: Raw -3557133.701740 + Penalty 3362.060752 = -3553771.640988
  nChanged 146
		SP:Iteration 23Q (114665.150000 sec): 3 clusters
  Score: Raw -3557165.583981 + Penalty 3362.060752 = -3553803.523229
  nChanged 141
		SP:Iteration 24Q (114665.460000 sec): 3 clusters
  Score: Raw -3557196.010276 + Penalty 3362.060752 = -3553833.949524
  nChanged 127
		SP:Iteration 25Q (114665.770000 sec): 3 clusters
  Score: Raw -3557223.817393 + Penalty 3362.060752 = -3553861.756641
  nChanged 127
		SP:Iteration 26Q (114666.090000 sec): 3 clusters
  Score: Raw -3557248.873265 + Penalty 3362.060752 = -3553886.812513
  nChanged 125
		SP:Iteration 27Q (114666.400000 sec): 3 clusters
  Score: Raw -3557278.094222 + Penalty 3362.060752 = -3553916.033470
  nChanged 125
		SP:Iteration 28Q (114666.740000 sec): 3 clusters
  Score: Raw -3557309.780684 + Penalty 3362.060752 = -3553947.719932
  nChanged 146
		SP:Iteration 29Q (114667.130000 sec): 3 clusters
  Score: Raw -3557346.563181 + Penalty 3362.060752 = -3553984.502429
  nChanged 145
		SP:Iteration 30Q (114667.460000 sec): 3 clusters
  Score: Raw -3557382.047286 + Penalty 3362.060752 = -3554019.986534
  nChanged 131
		SP:Iteration 31Q (114667.800000 sec): 3 clusters
  Score: Raw -3557415.140518 + Penalty 3362.060752 = -3554053.079766
  nChanged 118
		SP:Iteration 32Q (114668.130000 sec): 3 clusters
  Score: Raw -3557443.070929 + Penalty 3362.060752 = -3554081.010177
  nChanged 104
		SP:Iteration 33Q (114668.440000 sec): 3 clusters
  Score: Raw -3557464.488591 + Penalty 3362.060752 = -3554102.427839
  nChanged 108
		SP:Iteration 34Q (114668.770000 sec): 3 clusters
  Score: Raw -3557483.395987 + Penalty 3362.060752 = -3554121.335235
  nChanged 82
		SP:Iteration 35Q (114669.080000 sec): 3 clusters
  Score: Raw -3557498.334785 + Penalty 3362.060752 = -3554136.274033
  nChanged 80
		SP:Iteration 36Q (114669.420000 sec): 3 clusters
  Score: Raw -3557511.288078 + Penalty 3362.060752 = -3554149.227326
  nChanged 63
		SP:Iteration 37Q (114669.720000 sec): 3 clusters
  Score: Raw -3557520.905567 + Penalty 3362.060752 = -3554158.844815
  nChanged 62
		SP:Iteration 38Q (114670.020000 sec): 3 clusters
  Score: Raw -3557529.534883 + Penalty 3362.060752 = -3554167.474131
  nChanged 51
		SP:Iteration 39Q (114670.360000 sec): 3 clusters
  Score: Raw -3557541.134834 + Penalty 3362.060752 = -3554179.074082
  nChanged 70
		SP:Iteration 40F (114670.710000 sec): 3 clusters
  Score: Raw -3557560.818479 + Penalty 3362.060752 = -3554198.757727
  nChanged 86
		SP:Iteration 41Q (114671.020000 sec): 3 clusters
  Score: Raw -3557581.559801 + Penalty 3362.060752 = -3554219.499049
  nChanged 86
		SP:Iteration 42Q (114671.360000 sec): 3 clusters
  Score: Raw -3557603.923446 + Penalty 3362.060752 = -3554241.862695
  nChanged 86
		SP:Iteration 43Q (114671.670000 sec): 3 clusters
  Score: Raw -3557623.171431 + Penalty 3362.060752 = -3554261.110679
  nChanged 79
		SP:Iteration 44Q (114671.980000 sec): 3 clusters
  Score: Raw -3557647.923283 + Penalty 3362.060752 = -3554285.862531
  nChanged 87
		SP:Iteration 45Q (114672.280000 sec): 3 clusters
  Score: Raw -3557678.164964 + Penalty 3362.060752 = -3554316.104212
  nChanged 94
		SP:Iteration 46Q (114672.590000 sec): 3 clusters
  Score: Raw -3557712.199325 + Penalty 3362.060752 = -3554350.138573
  nChanged 94
		SP:Iteration 47Q (114672.920000 sec): 3 clusters
  Score: Raw -3557751.362677 + Penalty 3362.060752 = -3554389.301925
  nChanged 97
		SP:Iteration 48Q (114673.230000 sec): 3 clusters
  Score: Raw -3557784.193352 + Penalty 3362.060752 = -3554422.132600
  nChanged 81
		SP:Iteration 49Q (114673.560000 sec): 3 clusters
  Score: Raw -3557808.526741 + Penalty 3362.060752 = -3554446.465990
  nChanged 76
		SP:Iteration 50Q (114673.870000 sec): 3 clusters
  Score: Raw -3557826.988532 + Penalty 3362.060752 = -3554464.927780
  nChanged 64
		SP:Iteration 51Q (114674.200000 sec): 3 clusters
  Score: Raw -3557843.149150 + Penalty 3362.060752 = -3554481.088398
  nChanged 58
		SP:Iteration 52Q (114674.510000 sec): 3 clusters
  Score: Raw -3557852.426241 + Penalty 3362.060752 = -3554490.365489
  nChanged 44
		SP:Iteration 53Q (114674.830000 sec): 3 clusters
  Score: Raw -3557858.965801 + Penalty 3362.060752 = -3554496.905049
  nChanged 50
		SP:Iteration 54Q (114675.150000 sec): 3 clusters
  Score: Raw -3557866.397950 + Penalty 3362.060752 = -3554504.337198
  nChanged 39
		SP:Iteration 55Q (114675.480000 sec): 3 clusters
  Score: Raw -3557871.370945 + Penalty 3362.060752 = -3554509.310194
  nChanged 24
		SP:Iteration 56Q (114675.790000 sec): 3 clusters
  Score: Raw -3557874.510903 + Penalty 3362.060752 = -3554512.450151
  nChanged 27
		SP:Iteration 57Q (114676.100000 sec): 3 clusters
  Score: Raw -3557878.726422 + Penalty 3362.060752 = -3554516.665670
  nChanged 33
		SP:Iteration 58Q (114676.430000 sec): 3 clusters
  Score: Raw -3557885.011632 + Penalty 3362.060752 = -3554522.950880
  nChanged 32
		SP:Iteration 59Q (114676.760000 sec): 3 clusters
  Score: Raw -3557889.160230 + Penalty 3362.060752 = -3554527.099478
  nChanged 28
		SP:Iteration 60F (114677.100000 sec): 3 clusters
  Score: Raw -3557892.900703 + Penalty 3362.060752 = -3554530.839951
  nChanged 23
		SP:Iteration 61Q (114677.400000 sec): 3 clusters
  Score: Raw -3557896.610369 + Penalty 3362.060752 = -3554534.549617
  nChanged 27
		SP:Iteration 62Q (114677.710000 sec): 3 clusters
  Score: Raw -3557901.431786 + Penalty 3362.060752 = -3554539.371034
  nChanged 29
		SP:Iteration 63Q (114678.010000 sec): 3 clusters
  Score: Raw -3557907.132677 + Penalty 3362.060752 = -3554545.071925
  nChanged 41
		SP:Iteration 64Q (114678.340000 sec): 3 clusters
  Score: Raw -3557916.466144 + Penalty 3362.060752 = -3554554.405392
  nChanged 44
		SP:Iteration 65Q (114678.670000 sec): 3 clusters
  Score: Raw -3557927.668458 + Penalty 3362.060752 = -3554565.607706
  nChanged 40
		SP:Iteration 66Q (114678.980000 sec): 3 clusters
  Score: Raw -3557938.754443 + Penalty 3362.060752 = -3554576.693691
  nChanged 46
		SP:Iteration 67Q (114679.310000 sec): 3 clusters
  Score: Raw -3557952.116118 + Penalty 3362.060752 = -3554590.055366
  nChanged 56
		SP:Iteration 68Q (114679.610000 sec): 3 clusters
  Score: Raw -3557963.598531 + Penalty 3362.060752 = -3554601.537779
  nChanged 40
		SP:Iteration 69Q (114679.940000 sec): 3 clusters
  Score: Raw -3557974.283255 + Penalty 3362.060752 = -3554612.222503
  nChanged 48
		SP:Iteration 70Q (114680.270000 sec): 3 clusters
  Score: Raw -3557988.205976 + Penalty 3362.060752 = -3554626.145224
  nChanged 44
		SP:Iteration 71Q (114680.580000 sec): 3 clusters
  Score: Raw -3558000.327532 + Penalty 3362.060752 = -3554638.266780
  nChanged 45
		SP:Iteration 72Q (114680.900000 sec): 3 clusters
  Score: Raw -3558010.327978 + Penalty 3362.060752 = -3554648.267226
  nChanged 39
		SP:Iteration 73Q (114681.230000 sec): 3 clusters
  Score: Raw -3558019.551083 + Penalty 3362.060752 = -3554657.490331
  nChanged 35
		SP:Iteration 74Q (114681.540000 sec): 3 clusters
  Score: Raw -3558025.640922 + Penalty 3362.060752 = -3554663.580170
  nChanged 27
		SP:Iteration 75Q (114681.870000 sec): 3 clusters
  Score: Raw -3558029.176355 + Penalty 3362.060752 = -3554667.115603
  nChanged 9
		SP:Iteration 76Q (114682.170000 sec): 3 clusters
  Score: Raw -3558030.123542 + Penalty 3362.060752 = -3554668.062790
  nChanged 7
		SP:Iteration 77Q (114682.500000 sec): 3 clusters
  Score: Raw -3558030.930548 + Penalty 3362.060752 = -3554668.869796
  nChanged 7
		SP:Iteration 78Q (114682.830000 sec): 3 clusters
  Score: Raw -3558031.654838 + Penalty 3362.060752 = -3554669.594086
  nChanged 12
		SP:Iteration 79Q (114683.130000 sec): 3 clusters
  Score: Raw -3558032.883732 + Penalty 3362.060752 = -3554670.822980
  nChanged 4
		SP:Iteration 80F (114683.490000 sec): 3 clusters
  Score: Raw -3558033.511620 + Penalty 3362.060752 = -3554671.450868
  nChanged 3
		SP:Iteration 81Q (114683.790000 sec): 3 clusters
  Score: Raw -3558034.208797 + Penalty 3362.060752 = -3554672.148045
  nChanged 6
		SP:Iteration 82Q (114684.100000 sec): 3 clusters
  Score: Raw -3558034.965608 + Penalty 3362.060752 = -3554672.904856
  nChanged 3
		SP:Iteration 83Q (114684.430000 sec): 3 clusters
  Score: Raw -3558035.127115 + Penalty 3362.060752 = -3554673.066363
  nChanged 0
		SP:Iteration 84F (114684.760000 sec): 3 clusters
  Score: Raw -3558035.127115 + Penalty 3362.060752 = -3554673.066363
  nChanged 0
  Score: Raw -118655753.669173 + Penalty 94515.407412 = -118561238.261761

Splitting cluster 5 changes total score from -118550550.726676 to -118561238.261761

 So it's getting split into cluster 42.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 6 (6064 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114813.340000 sec): 2 clusters
  Score: Raw -642711.114149 + Penalty 1415.395301 = -641295.718848
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114813.450000 sec): 3 clusters
  Score: Raw -639565.199617 + Penalty 2830.790601 = -636734.409015
  nChanged 2603
		SP:Iteration 1F (114813.550000 sec): 3 clusters
  Score: Raw -641664.023959 + Penalty 2830.790601 = -638833.233358
  nChanged 745
		SP:Iteration 2F (114813.640000 sec): 3 clusters
  Score: Raw -642801.057371 + Penalty 2830.790601 = -639970.266769
  nChanged 690
		SP:Iteration 3F (114813.740000 sec): 3 clusters
  Score: Raw -643835.951722 + Penalty 2830.790601 = -641005.161121
  nChanged 493
		SP:Iteration 4F (114813.840000 sec): 3 clusters
  Score: Raw -644330.426826 + Penalty 2830.790601 = -641499.636225
  nChanged 295
		SP:Iteration 5Q (114813.940000 sec): 3 clusters
  Score: Raw -644543.373242 + Penalty 2830.790601 = -641712.582641
  nChanged 171
		SP:Iteration 6Q (114814.030000 sec): 3 clusters
  Score: Raw -644650.865115 + Penalty 2830.790601 = -641820.074514
  nChanged 115
		SP:Iteration 7Q (114814.130000 sec): 3 clusters
  Score: Raw -644733.483642 + Penalty 2830.790601 = -641902.693041
  nChanged 105
		SP:Iteration 8Q (114814.220000 sec): 3 clusters
  Score: Raw -644804.721995 + Penalty 2830.790601 = -641973.931394
  nChanged 82
		SP:Iteration 9Q (114814.320000 sec): 3 clusters
  Score: Raw -644859.804700 + Penalty 2830.790601 = -642029.014098
  nChanged 73
		SP:Iteration 10Q (114814.410000 sec): 3 clusters
  Score: Raw -644902.561173 + Penalty 2830.790601 = -642071.770571
  nChanged 72
		SP:Iteration 11Q (114814.510000 sec): 3 clusters
  Score: Raw -644952.528304 + Penalty 2830.790601 = -642121.737703
  nChanged 66
		SP:Iteration 12Q (114814.600000 sec): 3 clusters
  Score: Raw -644994.488675 + Penalty 2830.790601 = -642163.698073
  nChanged 71
		SP:Iteration 13Q (114814.700000 sec): 3 clusters
  Score: Raw -645032.693533 + Penalty 2830.790601 = -642201.902932
  nChanged 60
		SP:Iteration 14Q (114814.800000 sec): 3 clusters
  Score: Raw -645062.680895 + Penalty 2830.790601 = -642231.890294
  nChanged 48
		SP:Iteration 15Q (114814.890000 sec): 3 clusters
  Score: Raw -645082.483101 + Penalty 2830.790601 = -642251.692500
  nChanged 48
		SP:Iteration 16Q (114814.990000 sec): 3 clusters
  Score: Raw -645102.862177 + Penalty 2830.790601 = -642272.071576
  nChanged 35
		SP:Iteration 17Q (114815.080000 sec): 3 clusters
  Score: Raw -645119.126466 + Penalty 2830.790601 = -642288.335864
  nChanged 44
		SP:Iteration 18Q (114815.180000 sec): 3 clusters
  Score: Raw -645137.971110 + Penalty 2830.790601 = -642307.180508
  nChanged 45
		SP:Iteration 19Q (114815.270000 sec): 3 clusters
  Score: Raw -645156.123212 + Penalty 2830.790601 = -642325.332611
  nChanged 44
		SP:Iteration 20F (114815.370000 sec): 3 clusters
  Score: Raw -645181.900895 + Penalty 2830.790601 = -642351.110294
  nChanged 49
		SP:Iteration 21Q (114815.460000 sec): 3 clusters
  Score: Raw -645217.742113 + Penalty 2830.790601 = -642386.951512
  nChanged 46
		SP:Iteration 22Q (114815.560000 sec): 3 clusters
  Score: Raw -645245.444536 + Penalty 2830.790601 = -642414.653935
  nChanged 49
		SP:Iteration 23Q (114815.650000 sec): 3 clusters
  Score: Raw -645270.995873 + Penalty 2830.790601 = -642440.205272
  nChanged 49
		SP:Iteration 24Q (114815.750000 sec): 3 clusters
  Score: Raw -645297.589227 + Penalty 2830.790601 = -642466.798625
  nChanged 54
		SP:Iteration 25Q (114815.840000 sec): 3 clusters
  Score: Raw -645322.758183 + Penalty 2830.790601 = -642491.967582
  nChanged 48
		SP:Iteration 26Q (114815.930000 sec): 3 clusters
  Score: Raw -645350.297779 + Penalty 2830.790601 = -642519.507178
  nChanged 39
		SP:Iteration 27Q (114816.030000 sec): 3 clusters
  Score: Raw -645383.529211 + Penalty 2830.790601 = -642552.738609
  nChanged 36
		SP:Iteration 28Q (114816.120000 sec): 3 clusters
  Score: Raw -645420.371809 + Penalty 2830.790601 = -642589.581208
  nChanged 34
		SP:Iteration 29Q (114816.220000 sec): 3 clusters
  Score: Raw -645462.644548 + Penalty 2830.790601 = -642631.853947
  nChanged 35
		SP:Iteration 30Q (114816.320000 sec): 3 clusters
  Score: Raw -645476.338180 + Penalty 2830.790601 = -642645.547578
  nChanged 23
		SP:Iteration 31Q (114816.410000 sec): 3 clusters
  Score: Raw -645483.386168 + Penalty 2830.790601 = -642652.595567
  nChanged 27
		SP:Iteration 32Q (114816.510000 sec): 3 clusters
  Score: Raw -645493.427408 + Penalty 2830.790601 = -642662.636806
  nChanged 30
		SP:Iteration 33Q (114816.610000 sec): 3 clusters
  Score: Raw -645504.826803 + Penalty 2830.790601 = -642674.036201
  nChanged 21
		SP:Iteration 34Q (114816.700000 sec): 3 clusters
  Score: Raw -645512.735947 + Penalty 2830.790601 = -642681.945346
  nChanged 19
		SP:Iteration 35Q (114816.800000 sec): 3 clusters
  Score: Raw -645519.661126 + Penalty 2830.790601 = -642688.870525
  nChanged 22
		SP:Iteration 36Q (114816.890000 sec): 3 clusters
  Score: Raw -645530.538143 + Penalty 2830.790601 = -642699.747542
  nChanged 23
		SP:Iteration 37Q (114816.990000 sec): 3 clusters
  Score: Raw -645540.440227 + Penalty 2830.790601 = -642709.649625
  nChanged 24
		SP:Iteration 38Q (114817.090000 sec): 3 clusters
  Score: Raw -645554.223214 + Penalty 2830.790601 = -642723.432612
  nChanged 33
		SP:Iteration 39Q (114817.180000 sec): 3 clusters
  Score: Raw -645572.777066 + Penalty 2830.790601 = -642741.986465
  nChanged 40
		SP:Iteration 40F (114817.280000 sec): 3 clusters
  Score: Raw -645598.352938 + Penalty 2830.790601 = -642767.562337
  nChanged 47
		SP:Iteration 41Q (114817.380000 sec): 3 clusters
  Score: Raw -645635.376919 + Penalty 2830.790601 = -642804.586318
  nChanged 50
		SP:Iteration 42Q (114817.480000 sec): 3 clusters
  Score: Raw -645681.018810 + Penalty 2830.790601 = -642850.228209
  nChanged 57
		SP:Iteration 43Q (114817.570000 sec): 3 clusters
  Score: Raw -645738.844399 + Penalty 2830.790601 = -642908.053798
  nChanged 68
		SP:Iteration 44Q (114817.670000 sec): 3 clusters
  Score: Raw -645791.168836 + Penalty 2830.790601 = -642960.378234
  nChanged 64
		SP:Iteration 45Q (114817.770000 sec): 3 clusters
  Score: Raw -645831.896984 + Penalty 2830.790601 = -643001.106383
  nChanged 54
		SP:Iteration 46Q (114817.870000 sec): 3 clusters
  Score: Raw -645857.374879 + Penalty 2830.790601 = -643026.584277
  nChanged 49
		SP:Iteration 47Q (114817.960000 sec): 3 clusters
  Score: Raw -645878.857490 + Penalty 2830.790601 = -643048.066889
  nChanged 40
		SP:Iteration 48Q (114818.050000 sec): 3 clusters
  Score: Raw -645906.301267 + Penalty 2830.790601 = -643075.510666
  nChanged 43
		SP:Iteration 49Q (114818.160000 sec): 3 clusters
  Score: Raw -645938.697644 + Penalty 2830.790601 = -643107.907043
  nChanged 55
		SP:Iteration 50Q (114818.250000 sec): 3 clusters
  Score: Raw -645991.369744 + Penalty 2830.790601 = -643160.579142
  nChanged 64
		SP:Iteration 51Q (114818.350000 sec): 3 clusters
  Score: Raw -646062.091908 + Penalty 2830.790601 = -643231.301307
  nChanged 82
		SP:Iteration 52Q (114818.440000 sec): 3 clusters
  Score: Raw -646196.710864 + Penalty 2830.790601 = -643365.920263
  nChanged 93
		SP:Iteration 53Q (114818.540000 sec): 3 clusters
  Score: Raw -646354.723297 + Penalty 2830.790601 = -643523.932695
  nChanged 92
		SP:Iteration 54Q (114818.640000 sec): 3 clusters
  Score: Raw -646490.503363 + Penalty 2830.790601 = -643659.712762
  nChanged 73
		SP:Iteration 55Q (114818.740000 sec): 3 clusters
  Score: Raw -646545.605826 + Penalty 2830.790601 = -643714.815224
  nChanged 44
		SP:Iteration 56Q (114818.830000 sec): 3 clusters
  Score: Raw -646561.956007 + Penalty 2830.790601 = -643731.165406
  nChanged 26
		SP:Iteration 57Q (114818.930000 sec): 3 clusters
  Score: Raw -646572.897804 + Penalty 2830.790601 = -643742.107203
  nChanged 22
		SP:Iteration 58Q (114819.030000 sec): 3 clusters
  Score: Raw -646583.028675 + Penalty 2830.790601 = -643752.238074
  nChanged 21
		SP:Iteration 59Q (114819.120000 sec): 3 clusters
  Score: Raw -646590.218177 + Penalty 2830.790601 = -643759.427575
  nChanged 10
		SP:Iteration 60F (114819.220000 sec): 3 clusters
  Score: Raw -646592.351382 + Penalty 2830.790601 = -643761.560781
  nChanged 6
		SP:Iteration 61Q (114819.330000 sec): 3 clusters
  Score: Raw -646593.753487 + Penalty 2830.790601 = -643762.962885
  nChanged 7
		SP:Iteration 62Q (114819.420000 sec): 3 clusters
  Score: Raw -646595.151846 + Penalty 2830.790601 = -643764.361245
  nChanged 10
		SP:Iteration 63Q (114819.520000 sec): 3 clusters
  Score: Raw -646597.326945 + Penalty 2830.790601 = -643766.536343
  nChanged 6
		SP:Iteration 64Q (114819.610000 sec): 3 clusters
  Score: Raw -646599.053722 + Penalty 2830.790601 = -643768.263120
  nChanged 7
		SP:Iteration 65Q (114819.710000 sec): 3 clusters
  Score: Raw -646601.262008 + Penalty 2830.790601 = -643770.471407
  nChanged 9
		SP:Iteration 66Q (114819.810000 sec): 3 clusters
  Score: Raw -646603.748533 + Penalty 2830.790601 = -643772.957932
  nChanged 12
		SP:Iteration 67Q (114819.900000 sec): 3 clusters
  Score: Raw -646608.126393 + Penalty 2830.790601 = -643777.335791
  nChanged 13
		SP:Iteration 68Q (114820.000000 sec): 3 clusters
  Score: Raw -646613.546954 + Penalty 2830.790601 = -643782.756352
  nChanged 23
		SP:Iteration 69Q (114820.090000 sec): 3 clusters
  Score: Raw -646624.945164 + Penalty 2830.790601 = -643794.154563
  nChanged 22
		SP:Iteration 70Q (114820.180000 sec): 3 clusters
  Score: Raw -646637.733136 + Penalty 2830.790601 = -643806.942534
  nChanged 23
		SP:Iteration 71Q (114820.270000 sec): 3 clusters
  Score: Raw -646654.955569 + Penalty 2830.790601 = -643824.164967
  nChanged 35
		SP:Iteration 72Q (114820.370000 sec): 3 clusters
  Score: Raw -646680.774982 + Penalty 2830.790601 = -643849.984381
  nChanged 37
		SP:Iteration 73Q (114820.470000 sec): 3 clusters
  Score: Raw -646704.602672 + Penalty 2830.790601 = -643873.812071
  nChanged 43
		SP:Iteration 74Q (114820.560000 sec): 3 clusters
  Score: Raw -646730.217509 + Penalty 2830.790601 = -643899.426907
  nChanged 37
		SP:Iteration 75Q (114820.650000 sec): 3 clusters
  Score: Raw -646742.817325 + Penalty 2830.790601 = -643912.026724
  nChanged 19
		SP:Iteration 76Q (114820.750000 sec): 3 clusters
  Score: Raw -646748.454278 + Penalty 2830.790601 = -643917.663677
  nChanged 11
		SP:Iteration 77Q (114820.840000 sec): 3 clusters
  Score: Raw -646752.293561 + Penalty 2830.790601 = -643921.502960
  nChanged 10
		SP:Iteration 78Q (114820.940000 sec): 3 clusters
  Score: Raw -646755.078401 + Penalty 2830.790601 = -643924.287800
  nChanged 5
		SP:Iteration 79Q (114821.030000 sec): 3 clusters
  Score: Raw -646756.187546 + Penalty 2830.790601 = -643925.396945
  nChanged 4
		SP:Iteration 80F (114821.130000 sec): 3 clusters
  Score: Raw -646758.466836 + Penalty 2830.790601 = -643927.676235
  nChanged 11
		SP:Iteration 81Q (114821.230000 sec): 3 clusters
  Score: Raw -646764.188447 + Penalty 2830.790601 = -643933.397846
  nChanged 12
		SP:Iteration 82Q (114821.320000 sec): 3 clusters
  Score: Raw -646768.913559 + Penalty 2830.790601 = -643938.122958
  nChanged 9
		SP:Iteration 83Q (114821.420000 sec): 3 clusters
  Score: Raw -646771.352217 + Penalty 2830.790601 = -643940.561616
  nChanged 5
		SP:Iteration 84Q (114821.510000 sec): 3 clusters
  Score: Raw -646773.477280 + Penalty 2830.790601 = -643942.686679
  nChanged 6
		SP:Iteration 85Q (114821.610000 sec): 3 clusters
  Score: Raw -646775.760411 + Penalty 2830.790601 = -643944.969810
  nChanged 4
		SP:Iteration 86Q (114821.700000 sec): 3 clusters
  Score: Raw -646776.725611 + Penalty 2830.790601 = -643945.935009
  nChanged 3
		SP:Iteration 87Q (114821.800000 sec): 3 clusters
  Score: Raw -646777.245913 + Penalty 2830.790601 = -643946.455312
  nChanged 1
		SP:Iteration 88Q (114821.900000 sec): 3 clusters
  Score: Raw -646777.457031 + Penalty 2830.790601 = -643946.666430
  nChanged 2
		SP:Iteration 89Q (114821.990000 sec): 3 clusters
  Score: Raw -646778.078054 + Penalty 2830.790601 = -643947.287452
  nChanged 3
		SP:Iteration 90Q (114822.080000 sec): 3 clusters
  Score: Raw -646778.729383 + Penalty 2830.790601 = -643947.938782
  nChanged 0
		SP:Iteration 91F (114822.180000 sec): 3 clusters
  Score: Raw -646778.729383 + Penalty 2830.790601 = -643947.938782
  nChanged 0
  Score: Raw -118659821.284407 + Penalty 96765.774255 = -118563055.510153

Splitting cluster 6 changes total score from -118550550.726676 to -118563055.510153

 So it's getting split into cluster 43.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 7 (543 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114977.230000 sec): 2 clusters
  Score: Raw -58979.422618 + Penalty 1023.280264 = -57956.142354
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114977.240000 sec): 3 clusters
  Score: Raw -59008.789214 + Penalty 2046.560529 = -56962.228685
  nChanged 160
		SP:Iteration 1F (114977.260000 sec): 3 clusters
  Score: Raw -59299.572795 + Penalty 2046.560529 = -57253.012266
  nChanged 62
		SP:Iteration 2F (114977.270000 sec): 3 clusters
  Score: Raw -59432.763721 + Penalty 2046.560529 = -57386.203192
  nChanged 48
		SP:Iteration 3F (114977.290000 sec): 3 clusters
  Score: Raw -59587.128083 + Penalty 2046.560529 = -57540.567554
  nChanged 32
		SP:Iteration 4F (114977.300000 sec): 3 clusters
  Score: Raw -59756.294985 + Penalty 2046.560529 = -57709.734456
  nChanged 28
		SP:Iteration 5F (114977.320000 sec): 3 clusters
  Score: Raw -59879.248965 + Penalty 2046.560529 = -57832.688436
  nChanged 22
		SP:Iteration 6Q (114977.330000 sec): 3 clusters
  Score: Raw -59990.493033 + Penalty 2046.560529 = -57943.932504
  nChanged 14
		SP:Iteration 7Q (114977.340000 sec): 3 clusters
  Score: Raw -60079.416584 + Penalty 2046.560529 = -58032.856055
  nChanged 5
		SP:Iteration 8Q (114977.350000 sec): 3 clusters
  Score: Raw -60111.860641 + Penalty 2046.560529 = -58065.300112
  nChanged 3
		SP:Iteration 9Q (114977.370000 sec): 3 clusters
  Score: Raw -60132.948599 + Penalty 2046.560529 = -58086.388070
  nChanged 3
		SP:Iteration 10Q (114977.370000 sec): 3 clusters
  Score: Raw -60154.015420 + Penalty 2046.560529 = -58107.454891
  nChanged 5
		SP:Iteration 11Q (114977.390000 sec): 3 clusters
  Score: Raw -60163.505303 + Penalty 2046.560529 = -58116.944774
  nChanged 2
		SP:Iteration 12Q (114977.400000 sec): 3 clusters
  Score: Raw -60165.830547 + Penalty 2046.560529 = -58119.270018
  nChanged 2
		SP:Iteration 13Q (114977.410000 sec): 3 clusters
  Score: Raw -60171.408145 + Penalty 2046.560529 = -58124.847616
  nChanged 5
		SP:Iteration 14Q (114977.420000 sec): 3 clusters
  Score: Raw -60187.062298 + Penalty 2046.560529 = -58140.501769
  nChanged 6
		SP:Iteration 15Q (114977.430000 sec): 3 clusters
  Score: Raw -60211.613991 + Penalty 2046.560529 = -58165.053462
  nChanged 3
		SP:Iteration 16Q (114977.440000 sec): 3 clusters
  Score: Raw -60219.150964 + Penalty 2046.560529 = -58172.590435
  nChanged 4
		SP:Iteration 17Q (114977.450000 sec): 3 clusters
  Score: Raw -60237.721050 + Penalty 2046.560529 = -58191.160521
  nChanged 3
		SP:Iteration 18Q (114977.470000 sec): 3 clusters
  Score: Raw -60250.389012 + Penalty 2046.560529 = -58203.828483
  nChanged 2
		SP:Iteration 19Q (114977.470000 sec): 3 clusters
  Score: Raw -60253.942062 + Penalty 2046.560529 = -58207.381533
  nChanged 0
		SP:Iteration 20F (114977.490000 sec): 3 clusters
  Score: Raw -60257.493605 + Penalty 2046.560529 = -58210.933076
  nChanged 2
		SP:Iteration 21Q (114977.500000 sec): 3 clusters
  Score: Raw -60296.810419 + Penalty 2046.560529 = -58250.249890
  nChanged 3
		SP:Iteration 22Q (114977.510000 sec): 3 clusters
  Score: Raw -60303.124377 + Penalty 2046.560529 = -58256.563848
  nChanged 1
		SP:Iteration 23Q (114977.520000 sec): 3 clusters
  Score: Raw -60307.353582 + Penalty 2046.560529 = -58260.793053
  nChanged 4
		SP:Iteration 24Q (114977.530000 sec): 3 clusters
  Score: Raw -60314.954088 + Penalty 2046.560529 = -58268.393559
  nChanged 3
		SP:Iteration 25Q (114977.540000 sec): 3 clusters
  Score: Raw -60320.982533 + Penalty 2046.560529 = -58274.422004
  nChanged 2
		SP:Iteration 26Q (114977.550000 sec): 3 clusters
  Score: Raw -60323.727766 + Penalty 2046.560529 = -58277.167237
  nChanged 0
		SP:Iteration 27F (114977.570000 sec): 3 clusters
  Score: Raw -60323.727766 + Penalty 2046.560529 = -58277.167237
  nChanged 0
  Score: Raw -118661165.589555 + Penalty 99016.141098 = -118562149.448457

Splitting cluster 7 changes total score from -118550550.726676 to -118562149.448457

 So it's getting split into cluster 44.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 8 (1592 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115112.540000 sec): 2 clusters
  Score: Raw -174314.180784 + Penalty 1198.071285 = -173116.109500
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115112.580000 sec): 3 clusters
  Score: Raw -173882.651416 + Penalty 2396.142569 = -171486.508847
  nChanged 596
		SP:Iteration 1F (115112.620000 sec): 3 clusters
  Score: Raw -175062.017239 + Penalty 2396.142569 = -172665.874670
  nChanged 223
		SP:Iteration 2F (115112.660000 sec): 3 clusters
  Score: Raw -175563.360294 + Penalty 2396.142569 = -173167.217725
  nChanged 114
		SP:Iteration 3F (115112.680000 sec): 3 clusters
  Score: Raw -175762.861940 + Penalty 2396.142569 = -173366.719371
  nChanged 46
		SP:Iteration 4Q (115112.720000 sec): 3 clusters
  Score: Raw -175819.041421 + Penalty 2396.142569 = -173422.898852
  nChanged 29
		SP:Iteration 5Q (115112.740000 sec): 3 clusters
  Score: Raw -175862.309580 + Penalty 2396.142569 = -173466.167010
  nChanged 19
		SP:Iteration 6Q (115112.770000 sec): 3 clusters
  Score: Raw -175897.888754 + Penalty 2396.142569 = -173501.746185
  nChanged 12
		SP:Iteration 7Q (115112.800000 sec): 3 clusters
  Score: Raw -175926.524556 + Penalty 2396.142569 = -173530.381987
  nChanged 9
		SP:Iteration 8Q (115112.830000 sec): 3 clusters
  Score: Raw -175949.798041 + Penalty 2396.142569 = -173553.655472
  nChanged 7
		SP:Iteration 9Q (115112.860000 sec): 3 clusters
  Score: Raw -175956.939890 + Penalty 2396.142569 = -173560.797321
  nChanged 6
		SP:Iteration 10Q (115112.890000 sec): 3 clusters
  Score: Raw -175962.358581 + Penalty 2396.142569 = -173566.216012
  nChanged 3
		SP:Iteration 11Q (115112.920000 sec): 3 clusters
  Score: Raw -175965.188681 + Penalty 2396.142569 = -173569.046112
  nChanged 1
		SP:Iteration 12Q (115112.940000 sec): 3 clusters
  Score: Raw -175969.831113 + Penalty 2396.142569 = -173573.688544
  nChanged 0
		SP:Iteration 13F (115112.980000 sec): 3 clusters
  Score: Raw -175969.831113 + Penalty 2396.142569 = -173573.688544
  nChanged 0
  Score: Raw -118662821.239884 + Penalty 101266.507941 = -118561554.731943

Splitting cluster 8 changes total score from -118550550.726676 to -118561554.731943

 So it's getting split into cluster 45.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 9 (12836 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115252.570000 sec): 2 clusters
  Score: Raw -1601322.658111 + Penalty 1537.251463 = -1599785.406648
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115252.740000 sec): 3 clusters
  Score: Raw -1594006.824087 + Penalty 3074.502926 = -1590932.321162
  nChanged 5697
		SP:Iteration 1F (115252.910000 sec): 3 clusters
  Score: Raw -1599222.046178 + Penalty 3074.502926 = -1596147.543252
  nChanged 1780
		SP:Iteration 2F (115253.100000 sec): 3 clusters
  Score: Raw -1601647.964955 + Penalty 3074.502926 = -1598573.462029
  nChanged 1264
		SP:Iteration 3F (115253.270000 sec): 3 clusters
  Score: Raw -1602759.072706 + Penalty 3074.502926 = -1599684.569780
  nChanged 669
		SP:Iteration 4F (115253.450000 sec): 3 clusters
  Score: Raw -1603112.473097 + Penalty 3074.502926 = -1600037.970171
  nChanged 379
		SP:Iteration 5Q (115253.650000 sec): 3 clusters
  Score: Raw -1603237.065659 + Penalty 3074.502926 = -1600162.562734
  nChanged 190
		SP:Iteration 6Q (115253.830000 sec): 3 clusters
  Score: Raw -1603280.974351 + Penalty 3074.502926 = -1600206.471425
  nChanged 115
		SP:Iteration 7Q (115253.990000 sec): 3 clusters
  Score: Raw -1603302.366897 + Penalty 3074.502926 = -1600227.863972
  nChanged 81
		SP:Iteration 8Q (115254.190000 sec): 3 clusters
  Score: Raw -1603314.723318 + Penalty 3074.502926 = -1600240.220393
  nChanged 52
		SP:Iteration 9Q (115254.370000 sec): 3 clusters
  Score: Raw -1603324.496910 + Penalty 3074.502926 = -1600249.993984
  nChanged 46
		SP:Iteration 10Q (115254.540000 sec): 3 clusters
  Score: Raw -1603331.168757 + Penalty 3074.502926 = -1600256.665831
  nChanged 30
		SP:Iteration 11Q (115254.730000 sec): 3 clusters
  Score: Raw -1603335.102185 + Penalty 3074.502926 = -1600260.599260
  nChanged 23
		SP:Iteration 12Q (115254.890000 sec): 3 clusters
  Score: Raw -1603336.989032 + Penalty 3074.502926 = -1600262.486106
  nChanged 11
		SP:Iteration 13Q (115255.090000 sec): 3 clusters
  Score: Raw -1603337.790848 + Penalty 3074.502926 = -1600263.287923
  nChanged 13
		SP:Iteration 14Q (115255.260000 sec): 3 clusters
  Score: Raw -1603338.775869 + Penalty 3074.502926 = -1600264.272943
  nChanged 10
		SP:Iteration 15Q (115255.430000 sec): 3 clusters
  Score: Raw -1603339.554745 + Penalty 3074.502926 = -1600265.051819
  nChanged 11
		SP:Iteration 16Q (115255.630000 sec): 3 clusters
  Score: Raw -1603340.311303 + Penalty 3074.502926 = -1600265.808377
  nChanged 6
		SP:Iteration 17Q (115255.810000 sec): 3 clusters
  Score: Raw -1603340.831460 + Penalty 3074.502926 = -1600266.328534
  nChanged 9
		SP:Iteration 18Q (115255.980000 sec): 3 clusters
  Score: Raw -1603341.642661 + Penalty 3074.502926 = -1600267.139736
  nChanged 6
		SP:Iteration 19Q (115256.170000 sec): 3 clusters
  Score: Raw -1603342.086413 + Penalty 3074.502926 = -1600267.583488
  nChanged 6
		SP:Iteration 20F (115256.340000 sec): 3 clusters
  Score: Raw -1603342.679892 + Penalty 3074.502926 = -1600268.176966
  nChanged 6
		SP:Iteration 21Q (115256.510000 sec): 3 clusters
  Score: Raw -1603343.073295 + Penalty 3074.502926 = -1600268.570370
  nChanged 4
		SP:Iteration 22Q (115256.710000 sec): 3 clusters
  Score: Raw -1603343.572398 + Penalty 3074.502926 = -1600269.069473
  nChanged 4
		SP:Iteration 23Q (115256.870000 sec): 3 clusters
  Score: Raw -1603343.829166 + Penalty 3074.502926 = -1600269.326240
  nChanged 5
		SP:Iteration 24Q (115257.040000 sec): 3 clusters
  Score: Raw -1603344.136429 + Penalty 3074.502926 = -1600269.633503
  nChanged 1
		SP:Iteration 25Q (115257.230000 sec): 3 clusters
  Score: Raw -1603344.196245 + Penalty 3074.502926 = -1600269.693319
  nChanged 2
		SP:Iteration 26Q (115257.410000 sec): 3 clusters
  Score: Raw -1603344.387008 + Penalty 3074.502926 = -1600269.884083
  nChanged 4
		SP:Iteration 27Q (115257.580000 sec): 3 clusters
  Score: Raw -1603344.713056 + Penalty 3074.502926 = -1600270.210130
  nChanged 1
		SP:Iteration 28Q (115257.780000 sec): 3 clusters
  Score: Raw -1603344.777246 + Penalty 3074.502926 = -1600270.274320
  nChanged 0
		SP:Iteration 29F (115257.960000 sec): 3 clusters
  Score: Raw -1603344.777246 + Penalty 3074.502926 = -1600270.274320
  nChanged 0
  Score: Raw -118664843.359018 + Penalty 103516.874784 = -118561326.484234

Splitting cluster 9 changes total score from -118550550.726676 to -118561326.484234

 So it's getting split into cluster 46.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 10 (11861 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115425.620000 sec): 2 clusters
  Score: Raw -1318755.503719 + Penalty 1524.414285 = -1317231.089434
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115425.780000 sec): 3 clusters
  Score: Raw -1312062.614347 + Penalty 3048.828570 = -1309013.785777
  nChanged 5079
		SP:Iteration 1F (115425.960000 sec): 3 clusters
  Score: Raw -1315161.182001 + Penalty 3048.828570 = -1312112.353430
  nChanged 939
		SP:Iteration 2F (115426.140000 sec): 3 clusters
  Score: Raw -1315873.194028 + Penalty 3048.828570 = -1312824.365458
  nChanged 852
		SP:Iteration 3F (115426.310000 sec): 3 clusters
  Score: Raw -1316533.975857 + Penalty 3048.828570 = -1313485.147287
  nChanged 837
		SP:Iteration 4F (115426.470000 sec): 3 clusters
  Score: Raw -1317228.069501 + Penalty 3048.828570 = -1314179.240931
  nChanged 737
		SP:Iteration 5F (115426.630000 sec): 3 clusters
  Score: Raw -1317794.101949 + Penalty 3048.828570 = -1314745.273379
  nChanged 649
		SP:Iteration 6F (115426.800000 sec): 3 clusters
  Score: Raw -1318262.201361 + Penalty 3048.828570 = -1315213.372791
  nChanged 548
		SP:Iteration 7Q (115426.960000 sec): 3 clusters
  Score: Raw -1318628.838321 + Penalty 3048.828570 = -1315580.009751
  nChanged 473
		SP:Iteration 8Q (115427.130000 sec): 3 clusters
  Score: Raw -1318955.680383 + Penalty 3048.828570 = -1315906.851813
  nChanged 458
		SP:Iteration 9Q (115427.280000 sec): 3 clusters
  Score: Raw -1319267.900196 + Penalty 3048.828570 = -1316219.071625
  nChanged 414
		SP:Iteration 10Q (115427.450000 sec): 3 clusters
  Score: Raw -1319555.505649 + Penalty 3048.828570 = -1316506.677078
  nChanged 393
		SP:Iteration 11Q (115427.600000 sec): 3 clusters
  Score: Raw -1319881.779697 + Penalty 3048.828570 = -1316832.951127
  nChanged 365
		SP:Iteration 12Q (115427.760000 sec): 3 clusters
  Score: Raw -1320187.123943 + Penalty 3048.828570 = -1317138.295373
  nChanged 306
		SP:Iteration 13Q (115427.940000 sec): 3 clusters
  Score: Raw -1320441.174851 + Penalty 3048.828570 = -1317392.346281
  nChanged 284
		SP:Iteration 14Q (115428.090000 sec): 3 clusters
  Score: Raw -1320692.004329 + Penalty 3048.828570 = -1317643.175758
  nChanged 238
		SP:Iteration 15Q (115428.270000 sec): 3 clusters
  Score: Raw -1320925.869606 + Penalty 3048.828570 = -1317877.041035
  nChanged 227
		SP:Iteration 16Q (115428.410000 sec): 3 clusters
  Score: Raw -1321151.385795 + Penalty 3048.828570 = -1318102.557225
  nChanged 188
		SP:Iteration 17Q (115428.590000 sec): 3 clusters
  Score: Raw -1321340.924482 + Penalty 3048.828570 = -1318292.095911
  nChanged 183
		SP:Iteration 18Q (115428.730000 sec): 3 clusters
  Score: Raw -1321524.034519 + Penalty 3048.828570 = -1318475.205949
  nChanged 152
		SP:Iteration 19Q (115428.910000 sec): 3 clusters
  Score: Raw -1321692.571923 + Penalty 3048.828570 = -1318643.743353
  nChanged 159
		SP:Iteration 20F (115429.070000 sec): 3 clusters
  Score: Raw -1321943.907271 + Penalty 3048.828570 = -1318895.078700
  nChanged 154
		SP:Iteration 21Q (115429.240000 sec): 3 clusters
  Score: Raw -1322154.653888 + Penalty 3048.828570 = -1319105.825318
  nChanged 148
		SP:Iteration 22Q (115429.380000 sec): 3 clusters
  Score: Raw -1322236.345694 + Penalty 3048.828570 = -1319187.517124
  nChanged 94
		SP:Iteration 23Q (115429.550000 sec): 3 clusters
  Score: Raw -1322269.716692 + Penalty 3048.828570 = -1319220.888122
  nChanged 66
		SP:Iteration 24Q (115429.700000 sec): 3 clusters
  Score: Raw -1322287.420655 + Penalty 3048.828570 = -1319238.592085
  nChanged 52
		SP:Iteration 25Q (115429.850000 sec): 3 clusters
  Score: Raw -1322299.504567 + Penalty 3048.828570 = -1319250.675997
  nChanged 40
		SP:Iteration 26Q (115430.020000 sec): 3 clusters
  Score: Raw -1322307.741049 + Penalty 3048.828570 = -1319258.912479
  nChanged 26
		SP:Iteration 27Q (115430.160000 sec): 3 clusters
  Score: Raw -1322313.509435 + Penalty 3048.828570 = -1319264.680865
  nChanged 30
		SP:Iteration 28Q (115430.330000 sec): 3 clusters
  Score: Raw -1322319.498702 + Penalty 3048.828570 = -1319270.670132
  nChanged 17
		SP:Iteration 29Q (115430.480000 sec): 3 clusters
  Score: Raw -1322322.366066 + Penalty 3048.828570 = -1319273.537496
  nChanged 14
		SP:Iteration 30Q (115430.650000 sec): 3 clusters
  Score: Raw -1322324.519507 + Penalty 3048.828570 = -1319275.690937
  nChanged 11
		SP:Iteration 31Q (115430.790000 sec): 3 clusters
  Score: Raw -1322326.606487 + Penalty 3048.828570 = -1319277.777916
  nChanged 13
		SP:Iteration 32Q (115430.950000 sec): 3 clusters
  Score: Raw -1322328.376761 + Penalty 3048.828570 = -1319279.548191
  nChanged 8
		SP:Iteration 33Q (115431.110000 sec): 3 clusters
  Score: Raw -1322329.263382 + Penalty 3048.828570 = -1319280.434812
  nChanged 7
		SP:Iteration 34Q (115431.250000 sec): 3 clusters
  Score: Raw -1322329.830295 + Penalty 3048.828570 = -1319281.001725
  nChanged 2
		SP:Iteration 35Q (115431.420000 sec): 3 clusters
  Score: Raw -1322329.984398 + Penalty 3048.828570 = -1319281.155828
  nChanged 3
		SP:Iteration 36Q (115431.560000 sec): 3 clusters
  Score: Raw -1322330.374724 + Penalty 3048.828570 = -1319281.546154
  nChanged 6
		SP:Iteration 37Q (115431.730000 sec): 3 clusters
  Score: Raw -1322330.959354 + Penalty 3048.828570 = -1319282.130783
  nChanged 6
		SP:Iteration 38Q (115431.880000 sec): 3 clusters
  Score: Raw -1322331.954101 + Penalty 3048.828570 = -1319283.125530
  nChanged 7
		SP:Iteration 39Q (115432.030000 sec): 3 clusters
  Score: Raw -1322333.219262 + Penalty 3048.828570 = -1319284.390691
  nChanged 9
		SP:Iteration 40F (115432.220000 sec): 3 clusters
  Score: Raw -1322334.715837 + Penalty 3048.828570 = -1319285.887266
  nChanged 11
		SP:Iteration 41Q (115432.360000 sec): 3 clusters
  Score: Raw -1322336.380718 + Penalty 3048.828570 = -1319287.552148
  nChanged 12
		SP:Iteration 42Q (115432.530000 sec): 3 clusters
  Score: Raw -1322338.861721 + Penalty 3048.828570 = -1319290.033151
  nChanged 16
		SP:Iteration 43Q (115432.670000 sec): 3 clusters
  Score: Raw -1322341.435308 + Penalty 3048.828570 = -1319292.606737
  nChanged 17
		SP:Iteration 44Q (115432.840000 sec): 3 clusters
  Score: Raw -1322344.911646 + Penalty 3048.828570 = -1319296.083075
  nChanged 12
		SP:Iteration 45Q (115432.980000 sec): 3 clusters
  Score: Raw -1322346.338932 + Penalty 3048.828570 = -1319297.510361
  nChanged 9
		SP:Iteration 46Q (115433.150000 sec): 3 clusters
  Score: Raw -1322347.227690 + Penalty 3048.828570 = -1319298.399120
  nChanged 5
		SP:Iteration 47Q (115433.300000 sec): 3 clusters
  Score: Raw -1322347.821664 + Penalty 3048.828570 = -1319298.993094
  nChanged 3
		SP:Iteration 48Q (115433.450000 sec): 3 clusters
  Score: Raw -1322347.979743 + Penalty 3048.828570 = -1319299.151173
  nChanged 1
		SP:Iteration 49Q (115433.630000 sec): 3 clusters
  Score: Raw -1322348.014955 + Penalty 3048.828570 = -1319299.186384
  nChanged 0
		SP:Iteration 50F (115433.790000 sec): 3 clusters
  Score: Raw -1322348.014955 + Penalty 3048.828570 = -1319299.186384
  nChanged 0
  Score: Raw -118668435.870255 + Penalty 105767.241627 = -118562668.628628

Splitting cluster 10 changes total score from -118550550.726676 to -118562668.628628

 So it's getting split into cluster 47.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 11 (159601 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115577.550000 sec): 2 clusters
  Score: Raw -18814891.275033 + Penalty 1946.820237 = -18812944.454796
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115578.860000 sec): 3 clusters
  Score: Raw -18709753.178524 + Penalty 3893.640475 = -18705859.538049
  nChanged 77052
		SP:Iteration 1F (115580.180000 sec): 3 clusters
  Score: Raw -18755465.694314 + Penalty 3893.640475 = -18751572.053839
  nChanged 5614
		SP:Iteration 2Q (115581.500000 sec): 3 clusters
  Score: Raw -18757077.487357 + Penalty 3893.640475 = -18753183.846882
  nChanged 6505
		SP:Iteration 3Q (115582.820000 sec): 3 clusters
  Score: Raw -18759269.603330 + Penalty 3893.640475 = -18755375.962856
  nChanged 7637
		SP:Iteration 4Q (115584.130000 sec): 3 clusters
  Score: Raw -18762445.262781 + Penalty 3893.640475 = -18758551.622306
  nChanged 9159
		SP:Iteration 5F (115585.420000 sec): 3 clusters
  Score: Raw -18767166.067428 + Penalty 3893.640475 = -18763272.426953
  nChanged 10691
		SP:Iteration 6F (115586.700000 sec): 3 clusters
  Score: Raw -18773750.435060 + Penalty 3893.640475 = -18769856.794585
  nChanged 11684
		SP:Iteration 7F (115588.000000 sec): 3 clusters
  Score: Raw -18782113.721168 + Penalty 3893.640475 = -18778220.080694
  nChanged 11577
		SP:Iteration 8F (115589.290000 sec): 3 clusters
  Score: Raw -18791323.896686 + Penalty 3893.640475 = -18787430.256211
  nChanged 10168
		SP:Iteration 9F (115590.590000 sec): 3 clusters
  Score: Raw -18800054.339039 + Penalty 3893.640475 = -18796160.698564
  nChanged 7667
		SP:Iteration 10Q (115591.880000 sec): 3 clusters
  Score: Raw -18806872.194832 + Penalty 3893.640475 = -18802978.554358
  nChanged 4894
		SP:Iteration 11Q (115593.130000 sec): 3 clusters
  Score: Raw -18811101.123717 + Penalty 3893.640475 = -18807207.483243
  nChanged 2682
		SP:Iteration 12Q (115594.350000 sec): 3 clusters
  Score: Raw -18813251.038697 + Penalty 3893.640475 = -18809357.398222
  nChanged 1367
		SP:Iteration 13Q (115595.520000 sec): 3 clusters
  Score: Raw -18814289.103187 + Penalty 3893.640475 = -18810395.462712
  nChanged 692
		SP:Iteration 14Q (115596.670000 sec): 3 clusters
  Score: Raw -18814770.177861 + Penalty 3893.640475 = -18810876.537386
  nChanged 383
		SP:Iteration 15Q (115597.830000 sec): 3 clusters
  Score: Raw -18815029.365765 + Penalty 3893.640475 = -18811135.725290
  nChanged 214
		SP:Iteration 16Q (115598.990000 sec): 3 clusters
  Score: Raw -18815150.073364 + Penalty 3893.640475 = -18811256.432889
  nChanged 147
		SP:Iteration 17Q (115600.150000 sec): 3 clusters
  Score: Raw -18815239.091949 + Penalty 3893.640475 = -18811345.451475
  nChanged 109
		SP:Iteration 18Q (115601.300000 sec): 3 clusters
  Score: Raw -18815298.556944 + Penalty 3893.640475 = -18811404.916469
  nChanged 62
		SP:Iteration 19Q (115602.450000 sec): 3 clusters
  Score: Raw -18815324.174611 + Penalty 3893.640475 = -18811430.534137
  nChanged 50
		SP:Iteration 20F (115603.780000 sec): 3 clusters
  Score: Raw -18815344.594314 + Penalty 3893.640475 = -18811450.953840
  nChanged 30
		SP:Iteration 21Q (115604.970000 sec): 3 clusters
  Score: Raw -18815356.621076 + Penalty 3893.640475 = -18811462.980601
  nChanged 29
		SP:Iteration 22Q (115606.150000 sec): 3 clusters
  Score: Raw -18815367.642023 + Penalty 3893.640475 = -18811474.001548
  nChanged 22
		SP:Iteration 23Q (115607.330000 sec): 3 clusters
  Score: Raw -18815373.889638 + Penalty 3893.640475 = -18811480.249163
  nChanged 16
		SP:Iteration 24Q (115608.480000 sec): 3 clusters
  Score: Raw -18815380.154333 + Penalty 3893.640475 = -18811486.513858
  nChanged 11
		SP:Iteration 25Q (115609.640000 sec): 3 clusters
  Score: Raw -18815383.677022 + Penalty 3893.640475 = -18811490.036548
  nChanged 12
		SP:Iteration 26Q (115610.800000 sec): 3 clusters
  Score: Raw -18815387.706090 + Penalty 3893.640475 = -18811494.065615
  nChanged 9
		SP:Iteration 27Q (115611.960000 sec): 3 clusters
  Score: Raw -18815390.149209 + Penalty 3893.640475 = -18811496.508734
  nChanged 5
		SP:Iteration 28Q (115613.130000 sec): 3 clusters
  Score: Raw -18815391.647917 + Penalty 3893.640475 = -18811498.007443
  nChanged 6
		SP:Iteration 29Q (115614.290000 sec): 3 clusters
  Score: Raw -18815394.644316 + Penalty 3893.640475 = -18811501.003841
  nChanged 11
		SP:Iteration 30Q (115615.440000 sec): 3 clusters
  Score: Raw -18815398.330910 + Penalty 3893.640475 = -18811504.690435
  nChanged 9
		SP:Iteration 31Q (115616.620000 sec): 3 clusters
  Score: Raw -18815401.734139 + Penalty 3893.640475 = -18811508.093665
  nChanged 9
		SP:Iteration 32Q (115617.780000 sec): 3 clusters
  Score: Raw -18815404.618135 + Penalty 3893.640475 = -18811510.977661
  nChanged 5
		SP:Iteration 33Q (115618.960000 sec): 3 clusters
  Score: Raw -18815406.456510 + Penalty 3893.640475 = -18811512.816035
  nChanged 4
		SP:Iteration 34Q (115620.110000 sec): 3 clusters
  Score: Raw -18815407.733843 + Penalty 3893.640475 = -18811514.093369
  nChanged 4
		SP:Iteration 35Q (115621.280000 sec): 3 clusters
  Score: Raw -18815409.371166 + Penalty 3893.640475 = -18811515.730692
  nChanged 1
		SP:Iteration 36Q (115622.440000 sec): 3 clusters
  Score: Raw -18815409.795533 + Penalty 3893.640475 = -18811516.155059
  nChanged 0
		SP:Iteration 37F (115623.750000 sec): 3 clusters
  Score: Raw -18815409.795533 + Penalty 3893.640475 = -18811516.155059
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 12 (47406 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115624.070000 sec): 2 clusters
  Score: Raw -5222522.080919 + Penalty 1749.556913 = -5220772.524005
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115624.570000 sec): 3 clusters
  Score: Raw -5192544.310809 + Penalty 3499.113827 = -5189045.196983
  nChanged 22248
		SP:Iteration 1F (115625.100000 sec): 3 clusters
  Score: Raw -5206781.508054 + Penalty 3499.113827 = -5203282.394227
  nChanged 3558
		SP:Iteration 2F (115625.600000 sec): 3 clusters
  Score: Raw -5209759.215876 + Penalty 3499.113827 = -5206260.102050
  nChanged 4073
		SP:Iteration 3F (115626.130000 sec): 3 clusters
  Score: Raw -5213084.638234 + Penalty 3499.113827 = -5209585.524407
  nChanged 3888
		SP:Iteration 4F (115626.640000 sec): 3 clusters
  Score: Raw -5215888.918814 + Penalty 3499.113827 = -5212389.804988
  nChanged 3371
		SP:Iteration 5F (115627.160000 sec): 3 clusters
  Score: Raw -5217998.164785 + Penalty 3499.113827 = -5214499.050958
  nChanged 2711
		SP:Iteration 6F (115627.670000 sec): 3 clusters
  Score: Raw -5219595.300331 + Penalty 3499.113827 = -5216096.186504
  nChanged 2275
		SP:Iteration 7Q (115628.180000 sec): 3 clusters
  Score: Raw -5220719.976977 + Penalty 3499.113827 = -5217220.863151
  nChanged 1816
		SP:Iteration 8Q (115628.680000 sec): 3 clusters
  Score: Raw -5221524.912963 + Penalty 3499.113827 = -5218025.799136
  nChanged 1497
		SP:Iteration 9Q (115629.160000 sec): 3 clusters
  Score: Raw -5222167.632788 + Penalty 3499.113827 = -5218668.518961
  nChanged 1277
		SP:Iteration 10Q (115629.670000 sec): 3 clusters
  Score: Raw -5222613.392965 + Penalty 3499.113827 = -5219114.279138
  nChanged 1026
		SP:Iteration 11Q (115630.170000 sec): 3 clusters
  Score: Raw -5222896.398477 + Penalty 3499.113827 = -5219397.284650
  nChanged 868
		SP:Iteration 12Q (115630.640000 sec): 3 clusters
  Score: Raw -5223124.557064 + Penalty 3499.113827 = -5219625.443237
  nChanged 737
		SP:Iteration 13Q (115631.150000 sec): 3 clusters
  Score: Raw -5223310.620015 + Penalty 3499.113827 = -5219811.506188
  nChanged 646
		SP:Iteration 14Q (115631.650000 sec): 3 clusters
  Score: Raw -5223457.995593 + Penalty 3499.113827 = -5219958.881766
  nChanged 584
		SP:Iteration 15Q (115632.110000 sec): 3 clusters
  Score: Raw -5223605.664032 + Penalty 3499.113827 = -5220106.550206
  nChanged 581
		SP:Iteration 16Q (115632.630000 sec): 3 clusters
  Score: Raw -5223751.567031 + Penalty 3499.113827 = -5220252.453204
  nChanged 578
		SP:Iteration 17Q (115633.120000 sec): 3 clusters
  Score: Raw -5223897.391600 + Penalty 3499.113827 = -5220398.277773
  nChanged 559
		SP:Iteration 18Q (115633.590000 sec): 3 clusters
  Score: Raw -5224017.132319 + Penalty 3499.113827 = -5220518.018493
  nChanged 482
		SP:Iteration 19Q (115634.100000 sec): 3 clusters
  Score: Raw -5224126.593320 + Penalty 3499.113827 = -5220627.479493
  nChanged 466
		SP:Iteration 20F (115634.610000 sec): 3 clusters
  Score: Raw -5224233.520659 + Penalty 3499.113827 = -5220734.406832
  nChanged 433
		SP:Iteration 21Q (115635.110000 sec): 3 clusters
  Score: Raw -5224337.882724 + Penalty 3499.113827 = -5220838.768897
  nChanged 472
		SP:Iteration 22Q (115635.610000 sec): 3 clusters
  Score: Raw -5224441.758391 + Penalty 3499.113827 = -5220942.644564
  nChanged 440
		SP:Iteration 23Q (115636.070000 sec): 3 clusters
  Score: Raw -5224524.913918 + Penalty 3499.113827 = -5221025.800092
  nChanged 405
		SP:Iteration 24Q (115636.590000 sec): 3 clusters
  Score: Raw -5224592.377579 + Penalty 3499.113827 = -5221093.263752
  nChanged 389
		SP:Iteration 25Q (115637.080000 sec): 3 clusters
  Score: Raw -5224664.778671 + Penalty 3499.113827 = -5221165.664844
  nChanged 426
		SP:Iteration 26Q (115637.540000 sec): 3 clusters
  Score: Raw -5224744.124721 + Penalty 3499.113827 = -5221245.010894
  nChanged 451
		SP:Iteration 27Q (115638.020000 sec): 3 clusters
  Score: Raw -5224828.781298 + Penalty 3499.113827 = -5221329.667471
  nChanged 465
		SP:Iteration 28Q (115638.530000 sec): 3 clusters
  Score: Raw -5224932.624973 + Penalty 3499.113827 = -5221433.511147
  nChanged 483
		SP:Iteration 29Q (115639.020000 sec): 3 clusters
  Score: Raw -5225059.823371 + Penalty 3499.113827 = -5221560.709545
  nChanged 542
		SP:Iteration 30Q (115639.490000 sec): 3 clusters
  Score: Raw -5225249.924189 + Penalty 3499.113827 = -5221750.810362
  nChanged 637
		SP:Iteration 31Q (115640.000000 sec): 3 clusters
  Score: Raw -5225591.534671 + Penalty 3499.113827 = -5222092.420845
  nChanged 772
		SP:Iteration 32Q (115640.480000 sec): 3 clusters
  Score: Raw -5226340.172275 + Penalty 3499.113827 = -5222841.058448
  nChanged 844
		SP:Iteration 33Q (115640.940000 sec): 3 clusters
  Score: Raw -5227256.254638 + Penalty 3499.113827 = -5223757.140811
  nChanged 757
		SP:Iteration 34Q (115641.410000 sec): 3 clusters
  Score: Raw -5227672.120133 + Penalty 3499.113827 = -5224173.006306
  nChanged 594
		SP:Iteration 35Q (115641.920000 sec): 3 clusters
  Score: Raw -5227856.197861 + Penalty 3499.113827 = -5224357.084035
  nChanged 431
		SP:Iteration 36Q (115642.400000 sec): 3 clusters
  Score: Raw -5227937.560866 + Penalty 3499.113827 = -5224438.447039
  nChanged 340
		SP:Iteration 37Q (115642.860000 sec): 3 clusters
  Score: Raw -5227994.293471 + Penalty 3499.113827 = -5224495.179644
  nChanged 282
		SP:Iteration 38Q (115643.360000 sec): 3 clusters
  Score: Raw -5228034.769058 + Penalty 3499.113827 = -5224535.655232
  nChanged 249
		SP:Iteration 39Q (115643.830000 sec): 3 clusters
  Score: Raw -5228066.169843 + Penalty 3499.113827 = -5224567.056017
  nChanged 249
		SP:Iteration 40F (115644.320000 sec): 3 clusters
  Score: Raw -5228098.771470 + Penalty 3499.113827 = -5224599.657643
  nChanged 218
		SP:Iteration 41Q (115644.810000 sec): 3 clusters
  Score: Raw -5228123.503180 + Penalty 3499.113827 = -5224624.389353
  nChanged 213
		SP:Iteration 42Q (115645.290000 sec): 3 clusters
  Score: Raw -5228146.934820 + Penalty 3499.113827 = -5224647.820994
  nChanged 212
		SP:Iteration 43Q (115645.750000 sec): 3 clusters
  Score: Raw -5228169.616877 + Penalty 3499.113827 = -5224670.503050
  nChanged 189
		SP:Iteration 44Q (115646.200000 sec): 3 clusters
  Score: Raw -5228191.150358 + Penalty 3499.113827 = -5224692.036532
  nChanged 175
		SP:Iteration 45Q (115646.660000 sec): 3 clusters
  Score: Raw -5228207.430950 + Penalty 3499.113827 = -5224708.317124
  nChanged 162
		SP:Iteration 46Q (115647.150000 sec): 3 clusters
  Score: Raw -5228221.524765 + Penalty 3499.113827 = -5224722.410938
  nChanged 132
		SP:Iteration 47Q (115647.630000 sec): 3 clusters
  Score: Raw -5228231.446319 + Penalty 3499.113827 = -5224732.332493
  nChanged 119
		SP:Iteration 48Q (115648.110000 sec): 3 clusters
  Score: Raw -5228240.040344 + Penalty 3499.113827 = -5224740.926517
  nChanged 98
		SP:Iteration 49Q (115648.560000 sec): 3 clusters
  Score: Raw -5228246.203870 + Penalty 3499.113827 = -5224747.090043
  nChanged 99
		SP:Iteration 50Q (115649.050000 sec): 3 clusters
  Score: Raw -5228252.141511 + Penalty 3499.113827 = -5224753.027684
  nChanged 97
		SP:Iteration 51Q (115649.530000 sec): 3 clusters
  Score: Raw -5228258.405266 + Penalty 3499.113827 = -5224759.291440
  nChanged 78
		SP:Iteration 52Q (115650.000000 sec): 3 clusters
  Score: Raw -5228262.950399 + Penalty 3499.113827 = -5224763.836573
  nChanged 74
		SP:Iteration 53Q (115650.450000 sec): 3 clusters
  Score: Raw -5228266.804608 + Penalty 3499.113827 = -5224767.690781
  nChanged 59
		SP:Iteration 54Q (115650.950000 sec): 3 clusters
  Score: Raw -5228269.948324 + Penalty 3499.113827 = -5224770.834497
  nChanged 57
		SP:Iteration 55Q (115651.420000 sec): 3 clusters
  Score: Raw -5228273.006527 + Penalty 3499.113827 = -5224773.892700
  nChanged 41
		SP:Iteration 56Q (115651.890000 sec): 3 clusters
  Score: Raw -5228274.652592 + Penalty 3499.113827 = -5224775.538765
  nChanged 40
		SP:Iteration 57Q (115652.350000 sec): 3 clusters
  Score: Raw -5228276.098067 + Penalty 3499.113827 = -5224776.984241
  nChanged 31
		SP:Iteration 58Q (115652.800000 sec): 3 clusters
  Score: Raw -5228277.006702 + Penalty 3499.113827 = -5224777.892875
  nChanged 16
		SP:Iteration 59Q (115653.300000 sec): 3 clusters
  Score: Raw -5228277.540377 + Penalty 3499.113827 = -5224778.426550
  nChanged 16
		SP:Iteration 60F (115653.800000 sec): 3 clusters
  Score: Raw -5228278.213616 + Penalty 3499.113827 = -5224779.099790
  nChanged 19
		SP:Iteration 61Q (115654.250000 sec): 3 clusters
  Score: Raw -5228278.792706 + Penalty 3499.113827 = -5224779.678879
  nChanged 10
		SP:Iteration 62Q (115654.750000 sec): 3 clusters
  Score: Raw -5228279.297839 + Penalty 3499.113827 = -5224780.184012
  nChanged 15
		SP:Iteration 63Q (115655.230000 sec): 3 clusters
  Score: Raw -5228279.839865 + Penalty 3499.113827 = -5224780.726039
  nChanged 15
		SP:Iteration 64Q (115655.670000 sec): 3 clusters
  Score: Raw -5228280.273965 + Penalty 3499.113827 = -5224781.160139
  nChanged 14
		SP:Iteration 65Q (115656.130000 sec): 3 clusters
  Score: Raw -5228280.683258 + Penalty 3499.113827 = -5224781.569432
  nChanged 11
		SP:Iteration 66Q (115656.570000 sec): 3 clusters
  Score: Raw -5228281.125215 + Penalty 3499.113827 = -5224782.011389
  nChanged 17
		SP:Iteration 67Q (115657.020000 sec): 3 clusters
  Score: Raw -5228281.653707 + Penalty 3499.113827 = -5224782.539880
  nChanged 10
		SP:Iteration 68Q (115657.520000 sec): 3 clusters
  Score: Raw -5228281.963390 + Penalty 3499.113827 = -5224782.849563
  nChanged 7
		SP:Iteration 69Q (115657.990000 sec): 3 clusters
  Score: Raw -5228282.132495 + Penalty 3499.113827 = -5224783.018669
  nChanged 8
		SP:Iteration 70Q (115658.440000 sec): 3 clusters
  Score: Raw -5228282.371587 + Penalty 3499.113827 = -5224783.257760
  nChanged 9
		SP:Iteration 71Q (115658.890000 sec): 3 clusters
  Score: Raw -5228282.647732 + Penalty 3499.113827 = -5224783.533906
  nChanged 7
		SP:Iteration 72Q (115659.350000 sec): 3 clusters
  Score: Raw -5228282.913238 + Penalty 3499.113827 = -5224783.799412
  nChanged 9
		SP:Iteration 73Q (115659.840000 sec): 3 clusters
  Score: Raw -5228283.204910 + Penalty 3499.113827 = -5224784.091083
  nChanged 8
		SP:Iteration 74Q (115660.310000 sec): 3 clusters
  Score: Raw -5228283.445122 + Penalty 3499.113827 = -5224784.331295
  nChanged 8
		SP:Iteration 75Q (115660.770000 sec): 3 clusters
  Score: Raw -5228283.636639 + Penalty 3499.113827 = -5224784.522812
  nChanged 4
		SP:Iteration 76Q (115661.220000 sec): 3 clusters
  Score: Raw -5228283.784822 + Penalty 3499.113827 = -5224784.670995
  nChanged 8
		SP:Iteration 77Q (115661.670000 sec): 3 clusters
  Score: Raw -5228284.141328 + Penalty 3499.113827 = -5224785.027501
  nChanged 7
		SP:Iteration 78Q (115662.120000 sec): 3 clusters
  Score: Raw -5228284.450115 + Penalty 3499.113827 = -5224785.336288
  nChanged 8
		SP:Iteration 79Q (115662.610000 sec): 3 clusters
  Score: Raw -5228284.661942 + Penalty 3499.113827 = -5224785.548116
  nChanged 10
		SP:Iteration 80F (115663.120000 sec): 3 clusters
  Score: Raw -5228284.916310 + Penalty 3499.113827 = -5224785.802484
  nChanged 2
		SP:Iteration 81Q (115663.570000 sec): 3 clusters
  Score: Raw -5228284.952402 + Penalty 3499.113827 = -5224785.838576
  nChanged 0
		SP:Iteration 82F (115664.090000 sec): 3 clusters
  Score: Raw -5228284.952402 + Penalty 3499.113827 = -5224785.838576
  nChanged 0
  Score: Raw -118674198.741737 + Penalty 108017.608471 = -118566181.133267

Splitting cluster 12 changes total score from -118550550.726676 to -118566181.133267

 So it's getting split into cluster 48.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 13 (141301 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115810.070000 sec): 2 clusters
  Score: Raw -17492081.141991 + Penalty 1927.030242 = -17490154.111749
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115811.270000 sec): 3 clusters
  Score: Raw -17398868.105559 + Penalty 3854.060485 = -17395014.045074
  nChanged 68303
		SP:Iteration 1F (115812.470000 sec): 3 clusters
  Score: Raw -17439784.117546 + Penalty 3854.060485 = -17435930.057061
  nChanged 6559
		SP:Iteration 2Q (115813.640000 sec): 3 clusters
  Score: Raw -17442469.699189 + Penalty 3854.060485 = -17438615.638704
  nChanged 7985
		SP:Iteration 3F (115814.760000 sec): 3 clusters
  Score: Raw -17446700.699852 + Penalty 3854.060485 = -17442846.639367
  nChanged 9573
		SP:Iteration 4F (115815.950000 sec): 3 clusters
  Score: Raw -17452066.039261 + Penalty 3854.060485 = -17448211.978776
  nChanged 9853
		SP:Iteration 5F (115817.130000 sec): 3 clusters
  Score: Raw -17457195.994107 + Penalty 3854.060485 = -17453341.933622
  nChanged 8918
		SP:Iteration 6F (115818.280000 sec): 3 clusters
  Score: Raw -17461267.409690 + Penalty 3854.060485 = -17457413.349205
  nChanged 7298
		SP:Iteration 7F (115819.450000 sec): 3 clusters
  Score: Raw -17464225.436606 + Penalty 3854.060485 = -17460371.376122
  nChanged 5957
		SP:Iteration 8Q (115820.660000 sec): 3 clusters
  Score: Raw -17466646.723360 + Penalty 3854.060485 = -17462792.662875
  nChanged 5497
		SP:Iteration 9Q (115821.860000 sec): 3 clusters
  Score: Raw -17469076.835313 + Penalty 3854.060485 = -17465222.774829
  nChanged 5712
		SP:Iteration 10Q (115823.070000 sec): 3 clusters
  Score: Raw -17471949.692725 + Penalty 3854.060485 = -17468095.632240
  nChanged 6036
		SP:Iteration 11Q (115824.280000 sec): 3 clusters
  Score: Raw -17475360.125446 + Penalty 3854.060485 = -17471506.064961
  nChanged 6024
		SP:Iteration 12Q (115825.450000 sec): 3 clusters
  Score: Raw -17479164.507011 + Penalty 3854.060485 = -17475310.446526
  nChanged 5574
		SP:Iteration 13Q (115826.640000 sec): 3 clusters
  Score: Raw -17482913.014344 + Penalty 3854.060485 = -17479058.953860
  nChanged 4583
		SP:Iteration 14Q (115827.810000 sec): 3 clusters
  Score: Raw -17486131.862707 + Penalty 3854.060485 = -17482277.802222
  nChanged 3454
		SP:Iteration 15Q (115828.930000 sec): 3 clusters
  Score: Raw -17488570.050933 + Penalty 3854.060485 = -17484715.990448
  nChanged 2299
		SP:Iteration 16Q (115830.050000 sec): 3 clusters
  Score: Raw -17490313.845047 + Penalty 3854.060485 = -17486459.784562
  nChanged 1484
		SP:Iteration 17Q (115831.140000 sec): 3 clusters
  Score: Raw -17491704.356874 + Penalty 3854.060485 = -17487850.296389
  nChanged 949
		SP:Iteration 18Q (115832.220000 sec): 3 clusters
  Score: Raw -17492756.813493 + Penalty 3854.060485 = -17488902.753008
  nChanged 760
		SP:Iteration 19Q (115833.290000 sec): 3 clusters
  Score: Raw -17493517.806048 + Penalty 3854.060485 = -17489663.745563
  nChanged 613
		SP:Iteration 20F (115834.440000 sec): 3 clusters
  Score: Raw -17493949.928082 + Penalty 3854.060485 = -17490095.867597
  nChanged 497
		SP:Iteration 21Q (115835.510000 sec): 3 clusters
  Score: Raw -17494207.178702 + Penalty 3854.060485 = -17490353.118217
  nChanged 359
		SP:Iteration 22Q (115836.590000 sec): 3 clusters
  Score: Raw -17494348.642879 + Penalty 3854.060485 = -17490494.582394
  nChanged 285
		SP:Iteration 23Q (115837.610000 sec): 3 clusters
  Score: Raw -17494437.318629 + Penalty 3854.060485 = -17490583.258144
  nChanged 205
		SP:Iteration 24Q (115838.660000 sec): 3 clusters
  Score: Raw -17494481.274226 + Penalty 3854.060485 = -17490627.213741
  nChanged 138
		SP:Iteration 25Q (115839.730000 sec): 3 clusters
  Score: Raw -17494507.790109 + Penalty 3854.060485 = -17490653.729624
  nChanged 119
		SP:Iteration 26Q (115840.760000 sec): 3 clusters
  Score: Raw -17494533.043519 + Penalty 3854.060485 = -17490678.983034
  nChanged 91
		SP:Iteration 27Q (115841.800000 sec): 3 clusters
  Score: Raw -17494546.235780 + Penalty 3854.060485 = -17490692.175296
  nChanged 72
		SP:Iteration 28Q (115842.830000 sec): 3 clusters
  Score: Raw -17494555.968562 + Penalty 3854.060485 = -17490701.908077
  nChanged 50
		SP:Iteration 29Q (115843.880000 sec): 3 clusters
  Score: Raw -17494562.761573 + Penalty 3854.060485 = -17490708.701088
  nChanged 50
		SP:Iteration 30Q (115844.950000 sec): 3 clusters
  Score: Raw -17494567.704366 + Penalty 3854.060485 = -17490713.643881
  nChanged 30
		SP:Iteration 31Q (115846.020000 sec): 3 clusters
  Score: Raw -17494570.765318 + Penalty 3854.060485 = -17490716.704833
  nChanged 28
		SP:Iteration 32Q (115847.090000 sec): 3 clusters
  Score: Raw -17494572.978410 + Penalty 3854.060485 = -17490718.917925
  nChanged 25
		SP:Iteration 33Q (115848.120000 sec): 3 clusters
  Score: Raw -17494574.874143 + Penalty 3854.060485 = -17490720.813658
  nChanged 20
		SP:Iteration 34Q (115849.150000 sec): 3 clusters
  Score: Raw -17494576.369951 + Penalty 3854.060485 = -17490722.309466
  nChanged 13
		SP:Iteration 35Q (115850.190000 sec): 3 clusters
  Score: Raw -17494577.183456 + Penalty 3854.060485 = -17490723.122971
  nChanged 8
		SP:Iteration 36Q (115851.270000 sec): 3 clusters
  Score: Raw -17494577.841828 + Penalty 3854.060485 = -17490723.781343
  nChanged 5
		SP:Iteration 37Q (115852.310000 sec): 3 clusters
  Score: Raw -17494578.145732 + Penalty 3854.060485 = -17490724.085247
  nChanged 3
		SP:Iteration 38Q (115853.380000 sec): 3 clusters
  Score: Raw -17494578.295376 + Penalty 3854.060485 = -17490724.234891
  nChanged 3
		SP:Iteration 39Q (115854.450000 sec): 3 clusters
  Score: Raw -17494578.455695 + Penalty 3854.060485 = -17490724.395210
  nChanged 1
		SP:Iteration 40F (115855.600000 sec): 3 clusters
  Score: Raw -17494578.509434 + Penalty 3854.060485 = -17490724.448949
  nChanged 2
		SP:Iteration 41Q (115856.620000 sec): 3 clusters
  Score: Raw -17494578.627022 + Penalty 3854.060485 = -17490724.566537
  nChanged 0
		SP:Iteration 42F (115857.800000 sec): 3 clusters
  Score: Raw -17494578.627022 + Penalty 3854.060485 = -17490724.566537
  nChanged 0
  Score: Raw -118676696.226769 + Penalty 110267.975314 = -118566428.251456

Splitting cluster 13 changes total score from -118550550.726676 to -118566428.251456

 So it's getting split into cluster 49.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 14 (30433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116006.480000 sec): 2 clusters
  Score: Raw -3385077.014296 + Penalty 1677.533459 = -3383399.480837
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116006.800000 sec): 3 clusters
  Score: Raw -3366479.079781 + Penalty 3355.066918 = -3363124.012863
  nChanged 14056
		SP:Iteration 1F (116007.130000 sec): 3 clusters
  Score: Raw -3378815.750824 + Penalty 3355.066918 = -3375460.683906
  nChanged 3594
		SP:Iteration 2F (116007.450000 sec): 3 clusters
  Score: Raw -3383933.258889 + Penalty 3355.066918 = -3380578.191971
  nChanged 3528
		SP:Iteration 3F (116007.780000 sec): 3 clusters
  Score: Raw -3389447.115389 + Penalty 3355.066918 = -3386092.048471
  nChanged 2888
		SP:Iteration 4F (116008.100000 sec): 3 clusters
  Score: Raw -3393421.094192 + Penalty 3355.066918 = -3390066.027274
  nChanged 1927
		SP:Iteration 5F (116008.430000 sec): 3 clusters
  Score: Raw -3394905.027794 + Penalty 3355.066918 = -3391549.960875
  nChanged 1127
		SP:Iteration 6Q (116008.740000 sec): 3 clusters
  Score: Raw -3395612.857897 + Penalty 3355.066918 = -3392257.790979
  nChanged 786
		SP:Iteration 7Q (116009.050000 sec): 3 clusters
  Score: Raw -3396042.740777 + Penalty 3355.066918 = -3392687.673858
  nChanged 664
		SP:Iteration 8Q (116009.380000 sec): 3 clusters
  Score: Raw -3396441.345535 + Penalty 3355.066918 = -3393086.278616
  nChanged 581
		SP:Iteration 9Q (116009.690000 sec): 3 clusters
  Score: Raw -3396964.136963 + Penalty 3355.066918 = -3393609.070044
  nChanged 516
		SP:Iteration 10Q (116010.010000 sec): 3 clusters
  Score: Raw -3397315.536366 + Penalty 3355.066918 = -3393960.469447
  nChanged 418
		SP:Iteration 11Q (116010.340000 sec): 3 clusters
  Score: Raw -3397463.078910 + Penalty 3355.066918 = -3394108.011991
  nChanged 304
		SP:Iteration 12Q (116010.670000 sec): 3 clusters
  Score: Raw -3397553.077632 + Penalty 3355.066918 = -3394198.010714
  nChanged 241
		SP:Iteration 13Q (116011.000000 sec): 3 clusters
  Score: Raw -3397638.963962 + Penalty 3355.066918 = -3394283.897044
  nChanged 226
		SP:Iteration 14Q (116011.330000 sec): 3 clusters
  Score: Raw -3397767.804474 + Penalty 3355.066918 = -3394412.737556
  nChanged 277
		SP:Iteration 15Q (116011.660000 sec): 3 clusters
  Score: Raw -3397957.378430 + Penalty 3355.066918 = -3394602.311512
  nChanged 282
		SP:Iteration 16Q (116011.990000 sec): 3 clusters
  Score: Raw -3398120.887452 + Penalty 3355.066918 = -3394765.820534
  nChanged 259
		SP:Iteration 17Q (116012.310000 sec): 3 clusters
  Score: Raw -3398196.182180 + Penalty 3355.066918 = -3394841.115262
  nChanged 184
		SP:Iteration 18Q (116012.640000 sec): 3 clusters
  Score: Raw -3398227.382644 + Penalty 3355.066918 = -3394872.315726
  nChanged 110
		SP:Iteration 19Q (116012.970000 sec): 3 clusters
  Score: Raw -3398238.253609 + Penalty 3355.066918 = -3394883.186691
  nChanged 63
		SP:Iteration 20F (116013.320000 sec): 3 clusters
  Score: Raw -3398242.989489 + Penalty 3355.066918 = -3394887.922571
  nChanged 40
		SP:Iteration 21Q (116013.650000 sec): 3 clusters
  Score: Raw -3398244.966140 + Penalty 3355.066918 = -3394889.899222
  nChanged 18
		SP:Iteration 22Q (116013.980000 sec): 3 clusters
  Score: Raw -3398245.883590 + Penalty 3355.066918 = -3394890.816672
  nChanged 7
		SP:Iteration 23Q (116014.300000 sec): 3 clusters
  Score: Raw -3398246.147962 + Penalty 3355.066918 = -3394891.081044
  nChanged 3
		SP:Iteration 24Q (116014.630000 sec): 3 clusters
  Score: Raw -3398246.279413 + Penalty 3355.066918 = -3394891.212495
  nChanged 1
		SP:Iteration 25Q (116014.960000 sec): 3 clusters
  Score: Raw -3398246.307155 + Penalty 3355.066918 = -3394891.240237
  nChanged 1
		SP:Iteration 26Q (116015.290000 sec): 3 clusters
  Score: Raw -3398246.329341 + Penalty 3355.066918 = -3394891.262423
  nChanged 0
		SP:Iteration 27F (116015.640000 sec): 3 clusters
  Score: Raw -3398246.329341 + Penalty 3355.066918 = -3394891.262423
  nChanged 0
  Score: Raw -118689865.541815 + Penalty 112518.342157 = -118577347.199658

Splitting cluster 14 changes total score from -118550550.726676 to -118577347.199658

 So it's getting split into cluster 50.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 15 (16374 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116168.500000 sec): 2 clusters
  Score: Raw -1877628.614593 + Penalty 1576.810623 = -1876051.803970
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116168.780000 sec): 3 clusters
  Score: Raw -1867871.649769 + Penalty 3153.621247 = -1864718.028522
  nChanged 7449
		SP:Iteration 1F (116168.990000 sec): 3 clusters
  Score: Raw -1874437.247458 + Penalty 3153.621247 = -1871283.626211
  nChanged 2130
		SP:Iteration 2F (116169.180000 sec): 3 clusters
  Score: Raw -1877971.030585 + Penalty 3153.621247 = -1874817.409339
  nChanged 1893
		SP:Iteration 3F (116169.370000 sec): 3 clusters
  Score: Raw -1880269.869361 + Penalty 3153.621247 = -1877116.248114
  nChanged 1192
		SP:Iteration 4F (116169.560000 sec): 3 clusters
  Score: Raw -1881162.394739 + Penalty 3153.621247 = -1878008.773492
  nChanged 691
		SP:Iteration 5Q (116169.740000 sec): 3 clusters
  Score: Raw -1881533.224012 + Penalty 3153.621247 = -1878379.602765
  nChanged 398
		SP:Iteration 6Q (116169.920000 sec): 3 clusters
  Score: Raw -1881695.121786 + Penalty 3153.621247 = -1878541.500539
  nChanged 270
		SP:Iteration 7Q (116170.100000 sec): 3 clusters
  Score: Raw -1881775.617102 + Penalty 3153.621247 = -1878621.995855
  nChanged 185
		SP:Iteration 8Q (116170.280000 sec): 3 clusters
  Score: Raw -1881820.926813 + Penalty 3153.621247 = -1878667.305566
  nChanged 153
		SP:Iteration 9Q (116170.470000 sec): 3 clusters
  Score: Raw -1881853.761508 + Penalty 3153.621247 = -1878700.140261
  nChanged 105
		SP:Iteration 10Q (116170.650000 sec): 3 clusters
  Score: Raw -1881868.409868 + Penalty 3153.621247 = -1878714.788621
  nChanged 65
		SP:Iteration 11Q (116170.830000 sec): 3 clusters
  Score: Raw -1881876.991361 + Penalty 3153.621247 = -1878723.370115
  nChanged 50
		SP:Iteration 12Q (116171.010000 sec): 3 clusters
  Score: Raw -1881882.148278 + Penalty 3153.621247 = -1878728.527031
  nChanged 44
		SP:Iteration 13Q (116171.190000 sec): 3 clusters
  Score: Raw -1881886.520049 + Penalty 3153.621247 = -1878732.898802
  nChanged 28
		SP:Iteration 14Q (116171.380000 sec): 3 clusters
  Score: Raw -1881889.011420 + Penalty 3153.621247 = -1878735.390173
  nChanged 20
		SP:Iteration 15Q (116171.560000 sec): 3 clusters
  Score: Raw -1881890.207259 + Penalty 3153.621247 = -1878736.586012
  nChanged 10
		SP:Iteration 16Q (116171.740000 sec): 3 clusters
  Score: Raw -1881891.088135 + Penalty 3153.621247 = -1878737.466888
  nChanged 4
		SP:Iteration 17Q (116171.920000 sec): 3 clusters
  Score: Raw -1881891.369546 + Penalty 3153.621247 = -1878737.748299
  nChanged 4
		SP:Iteration 18Q (116172.100000 sec): 3 clusters
  Score: Raw -1881891.657995 + Penalty 3153.621247 = -1878738.036748
  nChanged 2
		SP:Iteration 19Q (116172.280000 sec): 3 clusters
  Score: Raw -1881891.737044 + Penalty 3153.621247 = -1878738.115798
  nChanged 0
		SP:Iteration 20F (116172.470000 sec): 3 clusters
  Score: Raw -1881891.737044 + Penalty 3153.621247 = -1878738.115798
  nChanged 0
  Score: Raw -118694128.664266 + Penalty 114768.709000 = -118579359.955267

Splitting cluster 15 changes total score from -118550550.726676 to -118579359.955267

 So it's getting split into cluster 51.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 16 (7327 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116362.460000 sec): 2 clusters
  Score: Raw -894609.765744 + Penalty 1446.139733 = -893163.626011
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116362.590000 sec): 3 clusters
  Score: Raw -890718.513118 + Penalty 2892.279466 = -887826.233652
  nChanged 3101
		SP:Iteration 1F (116362.700000 sec): 3 clusters
  Score: Raw -892818.691172 + Penalty 2892.279466 = -889926.411706
  nChanged 807
		SP:Iteration 2F (116362.810000 sec): 3 clusters
  Score: Raw -894318.780327 + Penalty 2892.279466 = -891426.500861
  nChanged 1106
		SP:Iteration 3F (116362.930000 sec): 3 clusters
  Score: Raw -896641.930296 + Penalty 2892.279466 = -893749.650830
  nChanged 971
		SP:Iteration 4F (116363.050000 sec): 3 clusters
  Score: Raw -898061.980452 + Penalty 2892.279466 = -895169.700986
  nChanged 461
		SP:Iteration 5F (116363.170000 sec): 3 clusters
  Score: Raw -898477.586171 + Penalty 2892.279466 = -895585.306705
  nChanged 241
		SP:Iteration 6Q (116363.290000 sec): 3 clusters
  Score: Raw -898663.151329 + Penalty 2892.279466 = -895770.871863
  nChanged 127
		SP:Iteration 7Q (116363.410000 sec): 3 clusters
  Score: Raw -898752.506484 + Penalty 2892.279466 = -895860.227018
  nChanged 103
		SP:Iteration 8Q (116363.530000 sec): 3 clusters
  Score: Raw -898838.655647 + Penalty 2892.279466 = -895946.376180
  nChanged 86
		SP:Iteration 9Q (116363.650000 sec): 3 clusters
  Score: Raw -898899.871631 + Penalty 2892.279466 = -896007.592164
  nChanged 62
		SP:Iteration 10Q (116363.760000 sec): 3 clusters
  Score: Raw -898932.798946 + Penalty 2892.279466 = -896040.519480
  nChanged 49
		SP:Iteration 11Q (116363.880000 sec): 3 clusters
  Score: Raw -898952.183852 + Penalty 2892.279466 = -896059.904386
  nChanged 38
		SP:Iteration 12Q (116364.000000 sec): 3 clusters
  Score: Raw -898962.041759 + Penalty 2892.279466 = -896069.762293
  nChanged 21
		SP:Iteration 13Q (116364.120000 sec): 3 clusters
  Score: Raw -898966.506653 + Penalty 2892.279466 = -896074.227187
  nChanged 17
		SP:Iteration 14Q (116364.240000 sec): 3 clusters
  Score: Raw -898969.824686 + Penalty 2892.279466 = -896077.545220
  nChanged 11
		SP:Iteration 15Q (116364.350000 sec): 3 clusters
  Score: Raw -898971.654793 + Penalty 2892.279466 = -896079.375326
  nChanged 10
		SP:Iteration 16Q (116364.470000 sec): 3 clusters
  Score: Raw -898973.542275 + Penalty 2892.279466 = -896081.262809
  nChanged 12
		SP:Iteration 17Q (116364.590000 sec): 3 clusters
  Score: Raw -898975.449143 + Penalty 2892.279466 = -896083.169677
  nChanged 9
		SP:Iteration 18Q (116364.710000 sec): 3 clusters
  Score: Raw -898977.030816 + Penalty 2892.279466 = -896084.751350
  nChanged 7
		SP:Iteration 19Q (116364.830000 sec): 3 clusters
  Score: Raw -898978.355528 + Penalty 2892.279466 = -896086.076062
  nChanged 9
		SP:Iteration 20F (116364.950000 sec): 3 clusters
  Score: Raw -898980.041875 + Penalty 2892.279466 = -896087.762409
  nChanged 9
		SP:Iteration 21Q (116365.070000 sec): 3 clusters
  Score: Raw -898981.665326 + Penalty 2892.279466 = -896089.385860
  nChanged 9
		SP:Iteration 22Q (116365.180000 sec): 3 clusters
  Score: Raw -898983.317212 + Penalty 2892.279466 = -896091.037746
  nChanged 5
		SP:Iteration 23Q (116365.300000 sec): 3 clusters
  Score: Raw -898984.037592 + Penalty 2892.279466 = -896091.758126
  nChanged 3
		SP:Iteration 24Q (116365.420000 sec): 3 clusters
  Score: Raw -898984.466044 + Penalty 2892.279466 = -896092.186578
  nChanged 3
		SP:Iteration 25Q (116365.540000 sec): 3 clusters
  Score: Raw -898984.851392 + Penalty 2892.279466 = -896092.571926
  nChanged 2
		SP:Iteration 26Q (116365.660000 sec): 3 clusters
  Score: Raw -898985.167919 + Penalty 2892.279466 = -896092.888453
  nChanged 2
		SP:Iteration 27Q (116365.780000 sec): 3 clusters
  Score: Raw -898985.338132 + Penalty 2892.279466 = -896093.058665
  nChanged 0
		SP:Iteration 28F (116365.900000 sec): 3 clusters
  Score: Raw -898985.338132 + Penalty 2892.279466 = -896093.058665
  nChanged 0
  Score: Raw -118698504.236654 + Penalty 117019.075843 = -118581485.160811

Splitting cluster 16 changes total score from -118550550.726676 to -118581485.160811

 So it's getting split into cluster 52.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 17 (3267 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116525.090000 sec): 2 clusters
  Score: Raw -353445.512313 + Penalty 1314.889454 = -352130.622858
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116525.170000 sec): 3 clusters
  Score: Raw -352481.517981 + Penalty 2629.778909 = -349851.739072
  nChanged 1412
		SP:Iteration 1F (116525.250000 sec): 3 clusters
  Score: Raw -357649.368846 + Penalty 2629.778909 = -355019.589937
  nChanged 515
		SP:Iteration 2F (116525.310000 sec): 3 clusters
  Score: Raw -358940.976067 + Penalty 2629.778909 = -356311.197158
  nChanged 145
		SP:Iteration 3Q (116525.370000 sec): 3 clusters
  Score: Raw -359074.819844 + Penalty 2629.778909 = -356445.040935
  nChanged 45
		SP:Iteration 4Q (116525.420000 sec): 3 clusters
  Score: Raw -359133.783853 + Penalty 2629.778909 = -356504.004945
  nChanged 18
		SP:Iteration 5Q (116525.480000 sec): 3 clusters
  Score: Raw -359148.065827 + Penalty 2629.778909 = -356518.286918
  nChanged 5
		SP:Iteration 6Q (116525.530000 sec): 3 clusters
  Score: Raw -359149.693251 + Penalty 2629.778909 = -356519.914342
  nChanged 2
		SP:Iteration 7Q (116525.590000 sec): 3 clusters
  Score: Raw -359150.471655 + Penalty 2629.778909 = -356520.692746
  nChanged 2
		SP:Iteration 8Q (116525.650000 sec): 3 clusters
  Score: Raw -359151.066184 + Penalty 2629.778909 = -356521.287276
  nChanged 2
		SP:Iteration 9Q (116525.710000 sec): 3 clusters
  Score: Raw -359151.619650 + Penalty 2629.778909 = -356521.840741
  nChanged 0
		SP:Iteration 10F (116525.770000 sec): 3 clusters
  Score: Raw -359151.619650 + Penalty 2629.778909 = -356521.840741
  nChanged 0
  Score: Raw -118704210.343991 + Penalty 119269.442686 = -118584940.901305

Splitting cluster 17 changes total score from -118550550.726676 to -118584940.901305

 So it's getting split into cluster 53.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 18 (43467 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116687.980000 sec): 2 clusters
  Score: Raw -5353496.346717 + Penalty 1735.460563 = -5351760.886154
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116688.410000 sec): 3 clusters
  Score: Raw -5326101.168236 + Penalty 3470.921125 = -5322630.247111
  nChanged 20333
		SP:Iteration 1F (116688.860000 sec): 3 clusters
  Score: Raw -5339511.438777 + Penalty 3470.921125 = -5336040.517652
  nChanged 3530
		SP:Iteration 2F (116689.270000 sec): 3 clusters
  Score: Raw -5342942.459597 + Penalty 3470.921125 = -5339471.538472
  nChanged 3908
		SP:Iteration 3F (116689.710000 sec): 3 clusters
  Score: Raw -5346703.300316 + Penalty 3470.921125 = -5343232.379190
  nChanged 3801
		SP:Iteration 4F (116690.160000 sec): 3 clusters
  Score: Raw -5349605.130579 + Penalty 3470.921125 = -5346134.209454
  nChanged 3054
		SP:Iteration 5F (116690.560000 sec): 3 clusters
  Score: Raw -5351460.234151 + Penalty 3470.921125 = -5347989.313026
  nChanged 2138
		SP:Iteration 6Q (116691.010000 sec): 3 clusters
  Score: Raw -5352428.961423 + Penalty 3470.921125 = -5348958.040297
  nChanged 1448
		SP:Iteration 7Q (116691.400000 sec): 3 clusters
  Score: Raw -5352922.587850 + Penalty 3470.921125 = -5349451.666725
  nChanged 997
		SP:Iteration 8Q (116691.820000 sec): 3 clusters
  Score: Raw -5353181.504565 + Penalty 3470.921125 = -5349710.583439
  nChanged 728
		SP:Iteration 9Q (116692.220000 sec): 3 clusters
  Score: Raw -5353346.445062 + Penalty 3470.921125 = -5349875.523936
  nChanged 596
		SP:Iteration 10Q (116692.630000 sec): 3 clusters
  Score: Raw -5353469.458400 + Penalty 3470.921125 = -5349998.537275
  nChanged 533
		SP:Iteration 11Q (116693.030000 sec): 3 clusters
  Score: Raw -5353565.417010 + Penalty 3470.921125 = -5350094.495885
  nChanged 526
		SP:Iteration 12Q (116693.470000 sec): 3 clusters
  Score: Raw -5353656.333535 + Penalty 3470.921125 = -5350185.412410
  nChanged 471
		SP:Iteration 13Q (116693.860000 sec): 3 clusters
  Score: Raw -5353733.300312 + Penalty 3470.921125 = -5350262.379186
  nChanged 481
		SP:Iteration 14Q (116694.280000 sec): 3 clusters
  Score: Raw -5353802.829846 + Penalty 3470.921125 = -5350331.908720
  nChanged 462
		SP:Iteration 15Q (116694.670000 sec): 3 clusters
  Score: Raw -5353868.063414 + Penalty 3470.921125 = -5350397.142289
  nChanged 461
		SP:Iteration 16Q (116695.110000 sec): 3 clusters
  Score: Raw -5353934.077717 + Penalty 3470.921125 = -5350463.156592
  nChanged 429
		SP:Iteration 17Q (116695.500000 sec): 3 clusters
  Score: Raw -5353995.655643 + Penalty 3470.921125 = -5350524.734518
  nChanged 441
		SP:Iteration 18Q (116695.920000 sec): 3 clusters
  Score: Raw -5354057.533036 + Penalty 3470.921125 = -5350586.611910
  nChanged 440
		SP:Iteration 19Q (116696.310000 sec): 3 clusters
  Score: Raw -5354125.128297 + Penalty 3470.921125 = -5350654.207172
  nChanged 434
		SP:Iteration 20F (116696.760000 sec): 3 clusters
  Score: Raw -5354191.714110 + Penalty 3470.921125 = -5350720.792984
  nChanged 430
		SP:Iteration 21Q (116697.200000 sec): 3 clusters
  Score: Raw -5354263.415101 + Penalty 3470.921125 = -5350792.493976
  nChanged 441
		SP:Iteration 22Q (116697.590000 sec): 3 clusters
  Score: Raw -5354340.159472 + Penalty 3470.921125 = -5350869.238347
  nChanged 419
		SP:Iteration 23Q (116698.020000 sec): 3 clusters
  Score: Raw -5354405.768060 + Penalty 3470.921125 = -5350934.846935
  nChanged 396
		SP:Iteration 24Q (116698.410000 sec): 3 clusters
  Score: Raw -5354473.952366 + Penalty 3470.921125 = -5351003.031240
  nChanged 429
		SP:Iteration 25Q (116698.830000 sec): 3 clusters
  Score: Raw -5354564.580783 + Penalty 3470.921125 = -5351093.659657
  nChanged 421
		SP:Iteration 26Q (116699.220000 sec): 3 clusters
  Score: Raw -5354650.373152 + Penalty 3470.921125 = -5351179.452027
  nChanged 393
		SP:Iteration 27Q (116699.650000 sec): 3 clusters
  Score: Raw -5354743.233736 + Penalty 3470.921125 = -5351272.312610
  nChanged 373
		SP:Iteration 28Q (116700.030000 sec): 3 clusters
  Score: Raw -5354832.183129 + Penalty 3470.921125 = -5351361.262003
  nChanged 357
		SP:Iteration 29Q (116700.470000 sec): 3 clusters
  Score: Raw -5354922.023263 + Penalty 3470.921125 = -5351451.102138
  nChanged 373
		SP:Iteration 30Q (116700.870000 sec): 3 clusters
  Score: Raw -5355027.258077 + Penalty 3470.921125 = -5351556.336951
  nChanged 384
		SP:Iteration 31Q (116701.300000 sec): 3 clusters
  Score: Raw -5355130.356310 + Penalty 3470.921125 = -5351659.435184
  nChanged 349
		SP:Iteration 32Q (116701.680000 sec): 3 clusters
  Score: Raw -5355224.903486 + Penalty 3470.921125 = -5351753.982361
  nChanged 346
		SP:Iteration 33Q (116702.110000 sec): 3 clusters
  Score: Raw -5355324.734494 + Penalty 3470.921125 = -5351853.813369
  nChanged 358
		SP:Iteration 34Q (116702.490000 sec): 3 clusters
  Score: Raw -5355429.734207 + Penalty 3470.921125 = -5351958.813081
  nChanged 366
		SP:Iteration 35Q (116702.870000 sec): 3 clusters
  Score: Raw -5355532.974227 + Penalty 3470.921125 = -5352062.053102
  nChanged 383
		SP:Iteration 36Q (116703.300000 sec): 3 clusters
  Score: Raw -5355643.789474 + Penalty 3470.921125 = -5352172.868349
  nChanged 366
		SP:Iteration 37Q (116703.670000 sec): 3 clusters
  Score: Raw -5355735.897132 + Penalty 3470.921125 = -5352264.976007
  nChanged 355
		SP:Iteration 38Q (116704.090000 sec): 3 clusters
  Score: Raw -5355818.849174 + Penalty 3470.921125 = -5352347.928048
  nChanged 320
		SP:Iteration 39Q (116704.470000 sec): 3 clusters
  Score: Raw -5355874.086074 + Penalty 3470.921125 = -5352403.164949
  nChanged 255
		SP:Iteration 40F (116704.910000 sec): 3 clusters
  Score: Raw -5355931.593899 + Penalty 3470.921125 = -5352460.672774
  nChanged 270
		SP:Iteration 41Q (116705.290000 sec): 3 clusters
  Score: Raw -5355983.657287 + Penalty 3470.921125 = -5352512.736162
  nChanged 252
		SP:Iteration 42Q (116705.710000 sec): 3 clusters
  Score: Raw -5356026.872770 + Penalty 3470.921125 = -5352555.951644
  nChanged 225
		SP:Iteration 43Q (116706.090000 sec): 3 clusters
  Score: Raw -5356057.938045 + Penalty 3470.921125 = -5352587.016920
  nChanged 178
		SP:Iteration 44Q (116706.470000 sec): 3 clusters
  Score: Raw -5356078.818001 + Penalty 3470.921125 = -5352607.896876
  nChanged 179
		SP:Iteration 45Q (116706.890000 sec): 3 clusters
  Score: Raw -5356096.123953 + Penalty 3470.921125 = -5352625.202828
  nChanged 124
		SP:Iteration 46Q (116707.270000 sec): 3 clusters
  Score: Raw -5356108.150422 + Penalty 3470.921125 = -5352637.229297
  nChanged 115
		SP:Iteration 47Q (116707.690000 sec): 3 clusters
  Score: Raw -5356119.474266 + Penalty 3470.921125 = -5352648.553140
  nChanged 107
		SP:Iteration 48Q (116708.060000 sec): 3 clusters
  Score: Raw -5356129.923594 + Penalty 3470.921125 = -5352659.002469
  nChanged 105
		SP:Iteration 49Q (116708.480000 sec): 3 clusters
  Score: Raw -5356139.211186 + Penalty 3470.921125 = -5352668.290060
  nChanged 97
		SP:Iteration 50Q (116708.870000 sec): 3 clusters
  Score: Raw -5356146.021164 + Penalty 3470.921125 = -5352675.100039
  nChanged 88
		SP:Iteration 51Q (116709.300000 sec): 3 clusters
  Score: Raw -5356152.383115 + Penalty 3470.921125 = -5352681.461989
  nChanged 79
		SP:Iteration 52Q (116709.670000 sec): 3 clusters
  Score: Raw -5356159.091856 + Penalty 3470.921125 = -5352688.170731
  nChanged 72
		SP:Iteration 53Q (116710.090000 sec): 3 clusters
  Score: Raw -5356164.393386 + Penalty 3470.921125 = -5352693.472261
  nChanged 62
		SP:Iteration 54Q (116710.490000 sec): 3 clusters
  Score: Raw -5356168.516304 + Penalty 3470.921125 = -5352697.595178
  nChanged 55
		SP:Iteration 55Q (116710.910000 sec): 3 clusters
  Score: Raw -5356172.562180 + Penalty 3470.921125 = -5352701.641055
  nChanged 60
		SP:Iteration 56Q (116711.310000 sec): 3 clusters
  Score: Raw -5356176.976379 + Penalty 3470.921125 = -5352706.055253
  nChanged 58
		SP:Iteration 57Q (116711.710000 sec): 3 clusters
  Score: Raw -5356181.009568 + Penalty 3470.921125 = -5352710.088443
  nChanged 51
		SP:Iteration 58Q (116712.110000 sec): 3 clusters
  Score: Raw -5356184.171627 + Penalty 3470.921125 = -5352713.250502
  nChanged 41
		SP:Iteration 59Q (116712.530000 sec): 3 clusters
  Score: Raw -5356186.209680 + Penalty 3470.921125 = -5352715.288555
  nChanged 41
		SP:Iteration 60F (116712.960000 sec): 3 clusters
  Score: Raw -5356188.436975 + Penalty 3470.921125 = -5352717.515850
  nChanged 41
		SP:Iteration 61Q (116713.380000 sec): 3 clusters
  Score: Raw -5356190.599243 + Penalty 3470.921125 = -5352719.678118
  nChanged 37
		SP:Iteration 62Q (116713.750000 sec): 3 clusters
  Score: Raw -5356192.877802 + Penalty 3470.921125 = -5352721.956677
  nChanged 33
		SP:Iteration 63Q (116714.170000 sec): 3 clusters
  Score: Raw -5356194.613157 + Penalty 3470.921125 = -5352723.692032
  nChanged 24
		SP:Iteration 64Q (116714.540000 sec): 3 clusters
  Score: Raw -5356195.719666 + Penalty 3470.921125 = -5352724.798541
  nChanged 14
		SP:Iteration 65Q (116714.960000 sec): 3 clusters
  Score: Raw -5356196.382468 + Penalty 3470.921125 = -5352725.461343
  nChanged 21
		SP:Iteration 66Q (116715.360000 sec): 3 clusters
  Score: Raw -5356197.494036 + Penalty 3470.921125 = -5352726.572910
  nChanged 19
		SP:Iteration 67Q (116715.770000 sec): 3 clusters
  Score: Raw -5356198.553845 + Penalty 3470.921125 = -5352727.632719
  nChanged 21
		SP:Iteration 68Q (116716.170000 sec): 3 clusters
  Score: Raw -5356199.337524 + Penalty 3470.921125 = -5352728.416399
  nChanged 14
		SP:Iteration 69Q (116716.590000 sec): 3 clusters
  Score: Raw -5356199.952298 + Penalty 3470.921125 = -5352729.031172
  nChanged 13
		SP:Iteration 70Q (116716.990000 sec): 3 clusters
  Score: Raw -5356200.642439 + Penalty 3470.921125 = -5352729.721313
  nChanged 11
		SP:Iteration 71Q (116717.390000 sec): 3 clusters
  Score: Raw -5356201.146341 + Penalty 3470.921125 = -5352730.225216
  nChanged 14
		SP:Iteration 72Q (116717.790000 sec): 3 clusters
  Score: Raw -5356201.862671 + Penalty 3470.921125 = -5352730.941546
  nChanged 13
		SP:Iteration 73Q (116718.160000 sec): 3 clusters
  Score: Raw -5356202.582208 + Penalty 3470.921125 = -5352731.661083
  nChanged 13
		SP:Iteration 74Q (116718.570000 sec): 3 clusters
  Score: Raw -5356203.168801 + Penalty 3470.921125 = -5352732.247675
  nChanged 11
		SP:Iteration 75Q (116718.970000 sec): 3 clusters
  Score: Raw -5356203.718422 + Penalty 3470.921125 = -5352732.797297
  nChanged 9
		SP:Iteration 76Q (116719.390000 sec): 3 clusters
  Score: Raw -5356204.161068 + Penalty 3470.921125 = -5352733.239942
  nChanged 8
		SP:Iteration 77Q (116719.780000 sec): 3 clusters
  Score: Raw -5356204.477858 + Penalty 3470.921125 = -5352733.556733
  nChanged 6
		SP:Iteration 78Q (116720.190000 sec): 3 clusters
  Score: Raw -5356204.678004 + Penalty 3470.921125 = -5352733.756879
  nChanged 8
		SP:Iteration 79Q (116720.590000 sec): 3 clusters
  Score: Raw -5356205.013876 + Penalty 3470.921125 = -5352734.092751
  nChanged 3
		SP:Iteration 80F (116720.990000 sec): 3 clusters
  Score: Raw -5356205.137532 + Penalty 3470.921125 = -5352734.216407
  nChanged 4
		SP:Iteration 81Q (116721.390000 sec): 3 clusters
  Score: Raw -5356205.357424 + Penalty 3470.921125 = -5352734.436299
  nChanged 10
		SP:Iteration 82Q (116721.760000 sec): 3 clusters
  Score: Raw -5356205.821798 + Penalty 3470.921125 = -5352734.900672
  nChanged 10
		SP:Iteration 83Q (116722.180000 sec): 3 clusters
  Score: Raw -5356206.259522 + Penalty 3470.921125 = -5352735.338396
  nChanged 7
		SP:Iteration 84Q (116722.550000 sec): 3 clusters
  Score: Raw -5356206.573834 + Penalty 3470.921125 = -5352735.652709
  nChanged 6
		SP:Iteration 85Q (116722.930000 sec): 3 clusters
  Score: Raw -5356206.760905 + Penalty 3470.921125 = -5352735.839780
  nChanged 5
		SP:Iteration 86Q (116723.350000 sec): 3 clusters
  Score: Raw -5356206.950501 + Penalty 3470.921125 = -5352736.029376
  nChanged 3
		SP:Iteration 87Q (116723.730000 sec): 3 clusters
  Score: Raw -5356207.107580 + Penalty 3470.921125 = -5352736.186455
  nChanged 5
		SP:Iteration 88Q (116724.140000 sec): 3 clusters
  Score: Raw -5356207.343089 + Penalty 3470.921125 = -5352736.421964
  nChanged 4
		SP:Iteration 89Q (116724.510000 sec): 3 clusters
  Score: Raw -5356207.463045 + Penalty 3470.921125 = -5352736.541920
  nChanged 3
		SP:Iteration 90Q (116724.890000 sec): 3 clusters
  Score: Raw -5356207.570267 + Penalty 3470.921125 = -5352736.649141
  nChanged 2
		SP:Iteration 91Q (116725.310000 sec): 3 clusters
  Score: Raw -5356207.637704 + Penalty 3470.921125 = -5352736.716578
  nChanged 0
		SP:Iteration 92F (116725.710000 sec): 3 clusters
  Score: Raw -5356207.637704 + Penalty 3470.921125 = -5352736.716578
  nChanged 0
  Score: Raw -118706921.634977 + Penalty 121519.809529 = -118585401.825447

Splitting cluster 18 changes total score from -118550550.726676 to -118585401.825447

 So it's getting split into cluster 54.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 19 (27517 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116889.390000 sec): 2 clusters
  Score: Raw -3217276.732873 + Penalty 1661.165882 = -3215615.566991
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116889.740000 sec): 3 clusters
  Score: Raw -3200603.200302 + Penalty 3322.331764 = -3197280.868538
  nChanged 12670
		SP:Iteration 1F (116890.060000 sec): 3 clusters
  Score: Raw -3209983.733113 + Penalty 3322.331764 = -3206661.401349
  nChanged 2917
		SP:Iteration 2F (116890.350000 sec): 3 clusters
  Score: Raw -3213917.766108 + Penalty 3322.331764 = -3210595.434343
  nChanged 3156
		SP:Iteration 3F (116890.680000 sec): 3 clusters
  Score: Raw -3218186.176806 + Penalty 3322.331764 = -3214863.845042
  nChanged 2428
		SP:Iteration 4F (116891.010000 sec): 3 clusters
  Score: Raw -3220692.532873 + Penalty 3322.331764 = -3217370.201109
  nChanged 1528
		SP:Iteration 5F (116891.290000 sec): 3 clusters
  Score: Raw -3221948.759156 + Penalty 3322.331764 = -3218626.427392
  nChanged 984
		SP:Iteration 6Q (116891.590000 sec): 3 clusters
  Score: Raw -3222645.731376 + Penalty 3322.331764 = -3219323.399612
  nChanged 672
		SP:Iteration 7Q (116891.870000 sec): 3 clusters
  Score: Raw -3223044.928602 + Penalty 3322.331764 = -3219722.596838
  nChanged 471
		SP:Iteration 8Q (116892.160000 sec): 3 clusters
  Score: Raw -3223288.812777 + Penalty 3322.331764 = -3219966.481012
  nChanged 305
		SP:Iteration 9Q (116892.470000 sec): 3 clusters
  Score: Raw -3223433.792764 + Penalty 3322.331764 = -3220111.461000
  nChanged 280
		SP:Iteration 10Q (116892.740000 sec): 3 clusters
  Score: Raw -3223554.054751 + Penalty 3322.331764 = -3220231.722987
  nChanged 229
		SP:Iteration 11Q (116893.050000 sec): 3 clusters
  Score: Raw -3223640.147946 + Penalty 3322.331764 = -3220317.816182
  nChanged 192
		SP:Iteration 12Q (116893.310000 sec): 3 clusters
  Score: Raw -3223704.281391 + Penalty 3322.331764 = -3220381.949627
  nChanged 143
		SP:Iteration 13Q (116893.610000 sec): 3 clusters
  Score: Raw -3223747.751773 + Penalty 3322.331764 = -3220425.420009
  nChanged 139
		SP:Iteration 14Q (116893.880000 sec): 3 clusters
  Score: Raw -3223787.219771 + Penalty 3322.331764 = -3220464.888007
  nChanged 114
		SP:Iteration 15Q (116894.180000 sec): 3 clusters
  Score: Raw -3223813.434603 + Penalty 3322.331764 = -3220491.102839
  nChanged 81
		SP:Iteration 16Q (116894.450000 sec): 3 clusters
  Score: Raw -3223827.345954 + Penalty 3322.331764 = -3220505.014190
  nChanged 57
		SP:Iteration 17Q (116894.740000 sec): 3 clusters
  Score: Raw -3223833.310727 + Penalty 3322.331764 = -3220510.978963
  nChanged 38
		SP:Iteration 18Q (116895.030000 sec): 3 clusters
  Score: Raw -3223837.110432 + Penalty 3322.331764 = -3220514.778668
  nChanged 29
		SP:Iteration 19Q (116895.330000 sec): 3 clusters
  Score: Raw -3223838.934804 + Penalty 3322.331764 = -3220516.603039
  nChanged 19
		SP:Iteration 20F (116895.620000 sec): 3 clusters
  Score: Raw -3223840.382426 + Penalty 3322.331764 = -3220518.050662
  nChanged 21
		SP:Iteration 21Q (116895.920000 sec): 3 clusters
  Score: Raw -3223842.309908 + Penalty 3322.331764 = -3220519.978144
  nChanged 14
		SP:Iteration 22Q (116896.180000 sec): 3 clusters
  Score: Raw -3223843.818696 + Penalty 3322.331764 = -3220521.486932
  nChanged 10
		SP:Iteration 23Q (116896.490000 sec): 3 clusters
  Score: Raw -3223844.440345 + Penalty 3322.331764 = -3220522.108581
  nChanged 10
		SP:Iteration 24Q (116896.750000 sec): 3 clusters
  Score: Raw -3223845.246266 + Penalty 3322.331764 = -3220522.914502
  nChanged 8
		SP:Iteration 25Q (116897.060000 sec): 3 clusters
  Score: Raw -3223845.718730 + Penalty 3322.331764 = -3220523.386966
  nChanged 8
		SP:Iteration 26Q (116897.320000 sec): 3 clusters
  Score: Raw -3223845.968420 + Penalty 3322.331764 = -3220523.636656
  nChanged 8
		SP:Iteration 27Q (116897.630000 sec): 3 clusters
  Score: Raw -3223846.354274 + Penalty 3322.331764 = -3220524.022509
  nChanged 5
		SP:Iteration 28Q (116897.890000 sec): 3 clusters
  Score: Raw -3223846.526687 + Penalty 3322.331764 = -3220524.194923
  nChanged 4
		SP:Iteration 29Q (116898.190000 sec): 3 clusters
  Score: Raw -3223846.722680 + Penalty 3322.331764 = -3220524.390916
  nChanged 4
		SP:Iteration 30Q (116898.460000 sec): 3 clusters
  Score: Raw -3223846.941511 + Penalty 3322.331764 = -3220524.609747
  nChanged 4
		SP:Iteration 31Q (116898.760000 sec): 3 clusters
  Score: Raw -3223847.256401 + Penalty 3322.331764 = -3220524.924637
  nChanged 5
		SP:Iteration 32Q (116899.020000 sec): 3 clusters
  Score: Raw -3223847.577279 + Penalty 3322.331764 = -3220525.245515
  nChanged 4
		SP:Iteration 33Q (116899.330000 sec): 3 clusters
  Score: Raw -3223847.788891 + Penalty 3322.331764 = -3220525.457126
  nChanged 4
		SP:Iteration 34Q (116899.590000 sec): 3 clusters
  Score: Raw -3223848.000330 + Penalty 3322.331764 = -3220525.668566
  nChanged 1
		SP:Iteration 35Q (116899.880000 sec): 3 clusters
  Score: Raw -3223848.034377 + Penalty 3322.331764 = -3220525.702613
  nChanged 3
		SP:Iteration 36Q (116900.170000 sec): 3 clusters
  Score: Raw -3223848.265043 + Penalty 3322.331764 = -3220525.933279
  nChanged 4
		SP:Iteration 37Q (116900.470000 sec): 3 clusters
  Score: Raw -3223848.476713 + Penalty 3322.331764 = -3220526.144949
  nChanged 3
		SP:Iteration 38Q (116900.730000 sec): 3 clusters
  Score: Raw -3223848.673594 + Penalty 3322.331764 = -3220526.341829
  nChanged 1
		SP:Iteration 39Q (116901.040000 sec): 3 clusters
  Score: Raw -3223848.687215 + Penalty 3322.331764 = -3220526.355451
  nChanged 1
		SP:Iteration 40F (116901.340000 sec): 3 clusters
  Score: Raw -3223848.778005 + Penalty 3322.331764 = -3220526.446241
  nChanged 0
  Score: Raw -118713493.680107 + Penalty 123770.176372 = -118589723.503735

Splitting cluster 19 changes total score from -118550550.726676 to -118589723.503735

 So it's getting split into cluster 55.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 20 (11955 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (117067.330000 sec): 2 clusters
  Score: Raw -1291967.495396 + Penalty 1525.697043 = -1290441.798353
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (117067.520000 sec): 3 clusters
  Score: Raw -1285203.554533 + Penalty 3051.394086 = -1282152.160447
  nChanged 5292
		SP:Iteration 1F (117067.700000 sec): 3 clusters
  Score: Raw -1289789.687730 + Penalty 3051.394086 = -1286738.293644
  nChanged 1602
		SP:Iteration 2F (117067.870000 sec): 3 clusters
  Score: Raw -1293185.715924 + Penalty 3051.394086 = -1290134.321838
  nChanged 1705
		SP:Iteration 3F (117068.060000 sec): 3 clusters
  Score: Raw -1297250.369895 + Penalty 3051.394086 = -1294198.975809
  nChanged 1194
		SP:Iteration 4F (117068.240000 sec): 3 clusters
  Score: Raw -1299378.528709 + Penalty 3051.394086 = -1296327.134623
  nChanged 581
		SP:Iteration 5Q (117068.400000 sec): 3 clusters
  Score: Raw -1299926.133798 + Penalty 3051.394086 = -1296874.739712
  nChanged 273
		SP:Iteration 6Q (117068.560000 sec): 3 clusters
  Score: Raw -1300067.782508 + Penalty 3051.394086 = -1297016.388422
  nChanged 133
		SP:Iteration 7Q (117068.720000 sec): 3 clusters
  Score: Raw -1300142.790891 + Penalty 3051.394086 = -1297091.396805
  nChanged 101
		SP:Iteration 8Q (117068.890000 sec): 3 clusters
  Score: Raw -1300207.134055 + Penalty 3051.394086 = -1297155.739969
  nChanged 86
		SP:Iteration 9Q (117069.060000 sec): 3 clusters
  Score: Raw -1300253.848142 + Penalty 3051.394086 = -1297202.454056
  nChanged 73
		SP:Iteration 10Q (117069.220000 sec): 3 clusters
  Score: Raw -1300280.977496 + Penalty 3051.394086 = -1297229.583410
  nChanged 46
		SP:Iteration 11Q (117069.380000 sec): 3 clusters
  Score: Raw -1300296.542121 + Penalty 3051.394086 = -1297245.148035
  nChanged 38
		SP:Iteration 12Q (117069.540000 sec): 3 clusters
  Score: Raw -1300306.743288 + Penalty 3051.394086 = -1297255.349202
  nChanged 23
		SP:Iteration 13Q (117069.710000 sec): 3 clusters
  Score: Raw -1300311.745814 + Penalty 3051.394086 = -1297260.351728
  nChanged 15
		SP:Iteration 14Q (117069.870000 sec): 3 clusters
  Score: Raw -1300314.457807 + Penalty 3051.394086 = -1297263.063721
  nChanged 15
		SP:Iteration 15Q (117070.050000 sec): 3 clusters
  Score: Raw -1300316.941993 + Penalty 3051.394086 = -1297265.547907
  nChanged 8
		SP:Iteration 16Q (117070.210000 sec): 3 clusters
  Score: Raw -1300318.127744 + Penalty 3051.394086 = -1297266.733658
  nChanged 5
		SP:Iteration 17Q (117070.370000 sec): 3 clusters
  Score: Raw -1300318.760886 + Penalty 3051.394086 = -1297267.366800
  nChanged 3
		SP:Iteration 18Q (117070.530000 sec): 3 clusters
  Score: Raw -1300318.970011 + Penalty 3051.394086 = -1297267.575925
  nChanged 7
		SP:Iteration 19Q (117070.690000 sec): 3 clusters
  Score: Raw -1300319.622815 + Penalty 3051.394086 = -1297268.228729
  nChanged 7
		SP:Iteration 20F (117070.870000 sec): 3 clusters
  Score: Raw -1300320.609537 + Penalty 3051.394086 = -1297269.215451
  nChanged 3
		SP:Iteration 21Q (117071.030000 sec): 3 clusters
  Score: Raw -1300320.858050 + Penalty 3051.394086 = -1297269.463964
  nChanged 3
		SP:Iteration 22Q (117071.200000 sec): 3 clusters
  Score: Raw -1300321.296556 + Penalty 3051.394086 = -1297269.902470
  nChanged 6
		SP:Iteration 23Q (117071.360000 sec): 3 clusters
  Score: Raw -1300321.923521 + Penalty 3051.394086 = -1297270.529435
  nChanged 2
		SP:Iteration 24Q (117071.520000 sec): 3 clusters
  Score: Raw -1300322.200830 + Penalty 3051.394086 = -1297270.806744
  nChanged 3
		SP:Iteration 25Q (117071.680000 sec): 3 clusters
  Score: Raw -1300323.145803 + Penalty 3051.394086 = -1297271.751717
  nChanged 4
		SP:Iteration 26Q (117071.840000 sec): 3 clusters
  Score: Raw -1300323.980317 + Penalty 3051.394086 = -1297272.586231
  nChanged 2
		SP:Iteration 27Q (117072.000000 sec): 3 clusters
  Score: Raw -1300324.079516 + Penalty 3051.394086 = -1297272.685430
  nChanged 1
		SP:Iteration 28Q (117072.160000 sec): 3 clusters
  Score: Raw -1300324.112043 + Penalty 3051.394086 = -1297272.717957
  nChanged 0
		SP:Iteration 29F (117072.340000 sec): 3 clusters
  Score: Raw -1300324.112043 + Penalty 3051.394086 = -1297272.717957
  nChanged 0
  Score: Raw -118721850.296753 + Penalty 126020.543216 = -118595829.753538

Splitting cluster 20 changes total score from -118550550.726676 to -118595829.753538

 So it's getting split into cluster 56.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 21 (15602 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (117248.090000 sec): 2 clusters
  Score: Raw -1796745.510614 + Penalty 1568.962588 = -1795176.548026
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (117248.330000 sec): 3 clusters
  Score: Raw -1787648.761414 + Penalty 3137.925177 = -1784510.836237
  nChanged 6974
		SP:Iteration 1F (117248.590000 sec): 3 clusters
  Score: Raw -1791792.418095 + Penalty 3137.925177 = -1788654.492918
  nChanged 1153
		SP:Iteration 2F (117248.790000 sec): 3 clusters
  Score: Raw -1792472.393628 + Penalty 3137.925177 = -1789334.468452
  nChanged 1113
		SP:Iteration 3F (117249.000000 sec): 3 clusters
  Score: Raw -1793184.568531 + Penalty 3137.925177 = -1790046.643355
  nChanged 1109
		SP:Iteration 4F (117249.180000 sec): 3 clusters
  Score: Raw -1794042.790480 + Penalty 3137.925177 = -1790904.865304
  nChanged 1134
		SP:Iteration 5F (117249.360000 sec): 3 clusters
  Score: Raw -1794932.878324 + Penalty 3137.925177 = -1791794.953147
  nChanged 1045
		SP:Iteration 6F (117249.560000 sec): 3 clusters
  Score: Raw -1795703.650975 + Penalty 3137.925177 = -1792565.725799
  nChanged 879
		SP:Iteration 7F (117249.740000 sec): 3 clusters
  Score: Raw -1796292.603040 + Penalty 3137.925177 = -1793154.677863
  nChanged 717
		SP:Iteration 8Q (117249.920000 sec): 3 clusters
  Score: Raw -1796700.291637 + Penalty 3137.925177 = -1793562.366460
  nChanged 493
		SP:Iteration 9Q (117250.130000 sec): 3 clusters
  Score: Raw -1796961.904626 + Penalty 3137.925177 = -1793823.979450
  nChanged 314
		SP:Iteration 10Q (117250.310000 sec): 3 clusters
  Score: Raw -1797078.188458 + Penalty 3137.925177 = -1793940.263281
  nChanged 231
		SP:Iteration 11Q (117250.490000 sec): 3 clusters
  Score: Raw -1797138.403653 + Penalty 3137.925177 = -1794000.478476
  nChanged 160
		SP:Iteration 12Q (117250.690000 sec): 3 clusters
  Score: Raw -1797186.707624 + Penalty 3137.925177 = -1794048.782448
  nChanged 124
		SP:Iteration 13Q (117250.870000 sec): 3 clusters
  Score: Raw -1797221.363066 + Penalty 3137.925177 = -1794083.437890
  nChanged 90
		SP:Iteration 14Q (117251.050000 sec): 3 clusters
  Score: Raw -1797236.853474 + Penalty 3137.925177 = -1794098.928297
  nChanged 60
		SP:Iteration 15Q (117251.250000 sec): 3 clusters
  Score: Raw -1797247.084026 + Penalty 3137.925177 = -1794109.158849
  nChanged 56
		SP:Iteration 16Q (117251.430000 sec): 3 clusters
  Score: Raw -1797255.703583 + Penalty 3137.925177 = -1794117.778406
  nChanged 43
		SP:Iteration 17Q (117251.630000 sec): 3 clusters
  Score: Raw -1797262.418133 + Penalty 3137.925177 = -1794124.492956
  nChanged 49
		SP:Iteration 18Q (117251.810000 sec): 3 clusters
  Score: Raw -1797268.744065 + Penalty 3137.925177 = -1794130.818888
  nChanged 46
		SP:Iteration 19Q (117252.010000 sec): 3 clusters
  Score: Raw -1797274.594404 + Penalty 3137.925177 = -1794136.669227
  nChanged 38
		SP:Iteration 20F (117252.190000 sec): 3 clusters
  Score: Raw -1797279.571575 + Penalty 3137.925177 = -1794141.646398
  nChanged 36
		SP:Iteration 21Q (117252.390000 sec): 3 clusters
  Score: Raw -1797284.914557 + Penalty 3137.925177 = -1794146.989380
  nChanged 44
		SP:Iteration 22Q (117252.570000 sec): 3 clusters
  Score: Raw -1797291.912785 + Penalty 3137.925177 = -1794153.987608
  nChanged 45
		SP:Iteration 23Q (117252.750000 sec): 3 clusters
  Score: Raw -1797298.193858 + Penalty 3137.925177 = -1794160.268682
  nChanged 50
		SP:Iteration 24Q (117252.950000 sec): 3 clusters
  Score: Raw -1797305.431902 + Penalty 3137.925177 = -1794167.506725
  nChanged 55
		SP:Iteration 25Q (117253.140000 sec): 3 clusters
  Score: Raw -1797311.831352 + Penalty 3137.925177 = -1794173.906176
  nChanged 46
		SP:Iteration 26Q (117253.340000 sec): 3 clusters
  Score: Raw -1797318.133551 + Penalty 3137.925177 = -1794180.208374
  nChanged 48
		SP:Iteration 27Q (117253.520000 sec): 3 clusters
  Score: Raw -1797325.291074 + Penalty 3137.925177 = -1794187.365898
  nChanged 42
		SP:Iteration 28Q (117253.720000 sec): 3 clusters
  Score: Raw -1797331.721419 + Penalty 3137.925177 = -1794193.796242
  nChanged 48
		SP:Iteration 29Q (117253.900000 sec): 3 clusters
  Score: Raw -1797338.246539 + Penalty 3137.925177 = -1794200.321362
  nChanged 40
		SP:Iteration 30Q (117254.100000 sec): 3 clusters
  Score: Raw -1797342.403427 + Penalty 3137.925177 = -1794204.478250
  nChanged 38
		SP:Iteration 31Q (117254.280000 sec): 3 clusters
  Score: Raw -1797346.938798 + Penalty 3137.925177 = -1794209.013622
  nChanged 35
		SP:Iteration 32Q (117254.480000 sec): 3 clusters
  Score: Raw -1797351.146223 + Penalty 3137.925177 = -1794213.221046
  nChanged 26
		SP:Iteration 33Q (117254.660000 sec): 3 clusters
  Score: Raw -1797354.033063 + Penalty 3137.925177 = -1794216.107886
  nChanged 29
		SP:Iteration 34Q (117254.860000 sec): 3 clusters
  Score: Raw -1797357.101577 + Penalty 3137.925177 = -1794219.176400
  nChanged 15
		SP:Iteration 35Q (117255.060000 sec): 3 clusters
  Score: Raw -1797358.127880 + Penalty 3137.925177 = -1794220.202704
  nChanged 11
		SP:Iteration 36Q (117255.240000 sec): 3 clusters
  Score: Raw -1797359.145219 + Penalty 3137.925177 = -1794221.220042
  nChanged 11
		SP:Iteration 37Q (117255.440000 sec): 3 clusters
  Score: Raw -1797360.124854 + Penalty 3137.925177 = -1794222.199678
  nChanged 13
		SP:Iteration 38Q (117255.610000 sec): 3 clusters
  Score: Raw -1797361.645089 + Penalty 3137.925177 = -1794223.719912
  nChanged 16
		SP:Iteration 39Q (117255.800000 sec): 3 clusters
  Score: Raw -1797363.316970 + Penalty 3137.925177 = -1794225.391794
  nChanged 17
		SP:Iteration 40F (117256.000000 sec): 3 clusters
  Score: Raw -1797365.476768 + Penalty 3137.925177 = -1794227.551591
  nChanged 23
		SP:Iteration 41Q (117256.200000 sec): 3 clusters
  Score: Raw -1797369.026269 + Penalty 3137.925177 = -1794231.101093
  nChanged 29
		SP:Iteration 42Q (117256.390000 sec): 3 clusters
  Score: Raw -1797374.035322 + Penalty 3137.925177 = -1794236.110145
  nChanged 43
		SP:Iteration 43Q (117256.600000 sec): 3 clusters
  Score: Raw -1797379.923609 + Penalty 3137.925177 = -1794241.998432
  nChanged 39
		SP:Iteration 44Q (117256.770000 sec): 3 clusters
  Score: Raw -1797385.513033 + Penalty 3137.925177 = -1794247.587856
  nChanged 45
		SP:Iteration 45Q (117256.970000 sec): 3 clusters
  Score: Raw -1797392.785986 + Penalty 3137.925177 = -1794254.860809
  nChanged 37
		SP:Iteration 46Q (117257.170000 sec): 3 clusters
  Score: Raw -1797397.398150 + Penalty 3137.925177 = -1794259.472973
  nChanged 32
		SP:Iteration 47Q (117257.350000 sec): 3 clusters
  Score: Raw -1797401.201301 + Penalty 3137.925177 = -1794263.276124
  nChanged 29
		SP:Iteration 48Q (117257.550000 sec): 3 clusters
  Score: Raw -1797405.223899 + Penalty 3137.925177 = -1794267.298722
  nChanged 26
		SP:Iteration 49Q (117257.740000 sec): 3 clusters
  Score: Raw -1797408.653534 + Penalty 3137.925177 = -1794270.728358
  nChanged 27
		SP:Iteration 50Q (117257.920000 sec): 3 clusters
  Score: Raw -1797412.104943 + Penalty 3137.925177 = -1794274.179766
  nChanged 23
		SP:Iteration 51Q (117258.120000 sec): 3 clusters
  Score: Raw -1797414.508625 + Penalty 3137.925177 = -1794276.583449
  nChanged 15
		SP:Iteration 52Q (117258.320000 sec): 3 clusters
  Score: Raw -1797415.929485 + Penalty 3137.925177 = -1794278.004308
  nChanged 14
		SP:Iteration 53Q (117258.500000 sec): 3 clusters
  Score: Raw -1797416.898386 + Penalty 3137.925177 = -1794278.973209
  nChanged 11
		SP:Iteration 54Q (117258.700000 sec): 3 clusters
  Score: Raw -1797417.888797 + Penalty 3137.925177 = -1794279.963620
  nChanged 9
		SP:Iteration 55Q (117258.900000 sec): 3 clusters
  Score: Raw -1797418.689620 + Penalty 3137.925177 = -1794280.764444
  nChanged 10
		SP:Iteration 56Q (117259.070000 sec): 3 clusters
  Score: Raw -1797419.636774 + Penalty 3137.925177 = -1794281.711597
  nChanged 8
		SP:Iteration 57Q (117259.270000 sec): 3 clusters
  Score: Raw -1797420.200066 + Penalty 3137.925177 = -1794282.274889
  nChanged 13
		SP:Iteration 58Q (117259.450000 sec): 3 clusters
  Score: Raw -1797421.459670 + Penalty 3137.925177 = -1794283.534493
  nChanged 12
		SP:Iteration 59Q (117259.640000 sec): 3 clusters
  Score: Raw -1797422.576216 + Penalty 3137.925177 = -1794284.651040
  nChanged 10
		SP:Iteration 60F (117259.840000 sec): 3 clusters
  Score: Raw -1797423.929482 + Penalty 3137.925177 = -1794286.004305
  nChanged 12
		SP:Iteration 61Q (117260.040000 sec): 3 clusters
  Score: Raw -1797425.893887 + Penalty 3137.925177 = -1794287.968710
  nChanged 14
		SP:Iteration 62Q (117260.220000 sec): 3 clusters
  Score: Raw -1797427.437527 + Penalty 3137.925177 = -1794289.512351
  nChanged 17
		SP:Iteration 63Q (117260.420000 sec): 3 clusters
  Score: Raw -1797429.168146 + Penalty 3137.925177 = -1794291.242969
  nChanged 15
		SP:Iteration 64Q (117260.620000 sec): 3 clusters
  Score: Raw -1797430.816335 + Penalty 3137.925177 = -1794292.891158
  nChanged 16
		SP:Iteration 65Q (117260.800000 sec): 3 clusters
  Score: Raw -1797432.972654 + Penalty 3137.925177 = -1794295.047477
  nChanged 14
		SP:Iteration 66Q (117261.000000 sec): 3 clusters
  Score: Raw -1797434.700011 + Penalty 3137.925177 = -1794296.774834
  nChanged 24
		SP:Iteration 67Q (117261.190000 sec): 3 clusters
  Score: Raw -1797438.011053 + Penalty 3137.925177 = -1794300.085876
  nChanged 20
		SP:Iteration 68Q (117261.370000 sec): 3 clusters
  Score: Raw -1797441.725985 + Penalty 3137.925177 = -1794303.800808
  nChanged 25
		SP:Iteration 69Q (117261.570000 sec): 3 clusters
  Score: Raw -1797447.315904 + Penalty 3137.925177 = -1794309.390728
  nChanged 30
		SP:Iteration 70Q (117261.770000 sec): 3 clusters
  Score: Raw -1797455.806773 + Penalty 3137.925177 = -1794317.881596
  nChanged 35
		SP:Iteration 71Q (117261.950000 sec): 3 clusters
  Score: Raw -1797463.518217 + Penalty 3137.925177 = -1794325.593041
  nChanged 39
		SP:Iteration 72Q (117262.150000 sec): 3 clusters
  Score: Raw -1797471.570648 + Penalty 3137.925177 = -1794333.645471
  nChanged 27
		SP:Iteration 73Q (117262.350000 sec): 3 clusters
  Score: Raw -1797476.224444 + Penalty 3137.925177 = -1794338.299267
  nChanged 28
		SP:Iteration 74Q (117262.530000 sec): 3 clusters
  Score: Raw -1797480.260773 + Penalty 3137.925177 = -1794342.335596
  nChanged 23
		SP:Iteration 75Q (117262.730000 sec): 3 clusters
  Score: Raw -1797483.502682 + Penalty 3137.925177 = -1794345.577505
  nChanged 17
		SP:Iteration 76Q (117262.930000 sec): 3 clusters
  Score: Raw -1797485.564741 + Penalty 3137.925177 = -1794347.639564
  nChanged 15
		SP:Iteration 77Q (117263.100000 sec): 3 clusters
  Score: Raw -1797487.519696 + Penalty 3137.925177 = -1794349.594519
  nChanged 13
		SP:Iteration 78Q (117263.300000 sec): 3 clusters
  Score: Raw -1797489.081533 + Penalty 3137.925177 = -1794351.156356
  nChanged 20
		SP:Iteration 79Q (117263.500000 sec): 3 clusters
  Score: Raw -1797491.872988 + Penalty 3137.925177 = -1794353.947811
  nChanged 20
		SP:Iteration 80F (117263.690000 sec): 3 clusters
  Score: Raw -1797494.226828 + Penalty 3137.925177 = -1794356.301652
  nChanged 13
		SP:Iteration 81Q (117263.880000 sec): 3 clusters
  Score: Raw -1797495.884046 + Penalty 3137.925177 = -1794357.958869
  nChanged 15
		SP:Iteration 82Q (117264.080000 sec): 3 clusters
  Score: Raw -1797497.743627 + Penalty 3137.925177 = -1794359.818451
  nChanged 10
		SP:Iteration 83Q (117264.280000 sec): 3 clusters
  Score: Raw -1797499.059272 + Penalty 3137.925177 = -1794361.134095
  nChanged 9
		SP:Iteration 84Q (117264.460000 sec): 3 clusters
  Score: Raw -1797500.476895 + Penalty 3137.925177 = -1794362.551718
  nChanged 11
		SP:Iteration 85Q (117264.650000 sec): 3 clusters
  Score: Raw -1797502.360354 + Penalty 3137.925177 = -1794364.435177
  nChanged 11
		SP:Iteration 86Q (117264.850000 sec): 3 clusters
  Score: Raw -1797503.991884 + Penalty 3137.925177 = -1794366.066707
  nChanged 11
		SP:Iteration 87Q (117265.050000 sec): 3 clusters
  Score: Raw -1797505.687370 + Penalty 3137.925177 = -1794367.762193
  nChanged 9
		SP:Iteration 88Q (117265.250000 sec): 3 clusters
  Score: Raw -1797506.741371 + Penalty 3137.925177 = -1794368.816194
  nChanged 10
		SP:Iteration 89Q (117265.420000 sec): 3 clusters
  Score: Raw -1797508.155402 + Penalty 3137.925177 = -1794370.230225
  nChanged 5
		SP:Iteration 90Q (117265.620000 sec): 3 clusters
  Score: Raw -1797509.145995 + Penalty 3137.925177 = -1794371.220818
  nChanged 3
		SP:Iteration 91Q (117265.820000 sec): 3 clusters
  Score: Raw -1797509.499930 + Penalty 3137.925177 = -1794371.574753
  nChanged 2
		SP:Iteration 92Q (117266.020000 sec): 3 clusters
  Score: Raw -1797509.586810 + Penalty 3137.925177 = -1794371.661634
  nChanged 0
		SP:Iteration 93F (117266.200000 sec): 3 clusters
  Score: Raw -1797509.586810 + Penalty 3137.925177 = -1794371.661634
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 22 (49412 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (117266.560000 sec): 2 clusters
  Score: Raw -5716394.894512 + Penalty 1756.291646 = -5714638.602867
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (117267.040000 sec): 3 clusters
  Score: Raw -5685380.433656 + Penalty 3512.583291 = -5681867.850365
  nChanged 23244
		SP:Iteration 1F (117267.520000 sec): 3 clusters
  Score: Raw -5704329.734871 + Penalty 3512.583291 = -5700817.151580
  nChanged 6136
		SP:Iteration 2F (117268.010000 sec): 3 clusters
  Score: Raw -5717178.527651 + Penalty 3512.583291 = -5713665.944360
  nChanged 7438
		SP:Iteration 3F (117268.460000 sec): 3 clusters
  Score: Raw -5730751.231872 + Penalty 3512.583291 = -5727238.648580
  nChanged 4703
		SP:Iteration 4F (117268.910000 sec): 3 clusters
  Score: Raw -5735320.174276 + Penalty 3512.583291 = -5731807.590984
  nChanged 2150
		SP:Iteration 5Q (117269.410000 sec): 3 clusters
  Score: Raw -5736165.618255 + Penalty 3512.583291 = -5732653.034963
  nChanged 891
		SP:Iteration 6Q (117269.840000 sec): 3 clusters
  Score: Raw -5736371.999140 + Penalty 3512.583291 = -5732859.415849
  nChanged 463
		SP:Iteration 7Q (117270.260000 sec): 3 clusters
  Score: Raw -5736470.458883 + Penalty 3512.583291 = -5732957.875591
  nChanged 321
		SP:Iteration 8Q (117270.690000 sec): 3 clusters
  Score: Raw -5736535.747676 + Penalty 3512.583291 = -5733023.164384
  nChanged 241
		SP:Iteration 9Q (117271.120000 sec): 3 clusters
  Score: Raw -5736579.537062 + Penalty 3512.583291 = -5733066.953770
  nChanged 216
		SP:Iteration 10Q (117271.580000 sec): 3 clusters
  Score: Raw -5736621.885540 + Penalty 3512.583291 = -5733109.302249
  nChanged 221
		SP:Iteration 11Q (117272.000000 sec): 3 clusters
  Score: Raw -5736657.918515 + Penalty 3512.583291 = -5733145.335224
  nChanged 188
		SP:Iteration 12Q (117272.420000 sec): 3 clusters
  Score: Raw -5736686.236807 + Penalty 3512.583291 = -5733173.653516
  nChanged 199
		SP:Iteration 13Q (117272.840000 sec): 3 clusters
  Score: Raw -5736713.830205 + Penalty 3512.583291 = -5733201.246913
  nChanged 172
		SP:Iteration 14Q (117273.270000 sec): 3 clusters
  Score: Raw -5736733.944736 + Penalty 3512.583291 = -5733221.361445
  nChanged 148
		SP:Iteration 15Q (117273.680000 sec): 3 clusters
  Score: Raw -5736751.054871 + Penalty 3512.583291 = -5733238.471579
  nChanged 140
		SP:Iteration 16Q (117274.100000 sec): 3 clusters
  Score: Raw -5736765.570425 + Penalty 3512.583291 = -5733252.987134
  nChanged 125
		SP:Iteration 17Q (117274.540000 sec): 3 clusters
  Score: Raw -5736778.924447 + Penalty 3512.583291 = -5733266.341156
  nChanged 119
		SP:Iteration 18Q (117274.960000 sec): 3 clusters
  Score: Raw -5736790.666378 + Penalty 3512.583291 = -5733278.083087
  nChanged 115
		SP:Iteration 19Q (117275.370000 sec): 3 clusters
  Score: Raw -5736802.319855 + Penalty 3512.583291 = -5733289.736564
  nChanged 95
		SP:Iteration 20F (117275.840000 sec): 3 clusters
  Score: Raw -5736809.047176 + Penalty 3512.583291 = -5733296.463885
  nChanged 73
		SP:Iteration 21Q (117276.270000 sec): 3 clusters
  Score: Raw -5736812.409163 + Penalty 3512.583291 = -5733299.825872
  nChanged 48
		SP:Iteration 22Q (117276.690000 sec): 3 clusters
  Score: Raw -5736815.337476 + Penalty 3512.583291 = -5733302.754185
  nChanged 48
		SP:Iteration 23Q (117277.110000 sec): 3 clusters
  Score: Raw -5736818.146295 + Penalty 3512.583291 = -5733305.563003
  nChanged 41
		SP:Iteration 24Q (117277.540000 sec): 3 clusters
  Score: Raw -5736820.371885 + Penalty 3512.583291 = -5733307.788593
  nChanged 43
		SP:Iteration 25Q (117277.960000 sec): 3 clusters
  Score: Raw -5736822.261855 + Penalty 3512.583291 = -5733309.678564
  nChanged 37
		SP:Iteration 26Q (117278.380000 sec): 3 clusters
  Score: Raw -5736823.837443 + Penalty 3512.583291 = -5733311.254151
  nChanged 33
		SP:Iteration 27Q (117278.800000 sec): 3 clusters
  Score: Raw -5736824.954564 + Penalty 3512.583291 = -5733312.371272
  nChanged 21
		SP:Iteration 28Q (117279.230000 sec): 3 clusters
  Score: Raw -5736825.569784 + Penalty 3512.583291 = -5733312.986492
  nChanged 13
		SP:Iteration 29Q (117279.650000 sec): 3 clusters
  Score: Raw -5736825.930543 + Penalty 3512.583291 = -5733313.347252
  nChanged 8
		SP:Iteration 30Q (117280.070000 sec): 3 clusters
  Score: Raw -5736826.238958 + Penalty 3512.583291 = -5733313.655667
  nChanged 5
		SP:Iteration 31Q (117280.490000 sec): 3 clusters
  Score: Raw -5736826.689202 + Penalty 3512.583291 = -5733314.105911
  nChanged 8
		SP:Iteration 32Q (117280.920000 sec): 3 clusters
  Score: Raw -5736827.701743 + Penalty 3512.583291 = -5733315.118451
  nChanged 12
		SP:Iteration 33Q (117281.360000 sec): 3 clusters
  Score: Raw -5736828.381804 + Penalty 3512.583291 = -5733315.798513
  nChanged 13
		SP:Iteration 34Q (117281.770000 sec): 3 clusters
  Score: Raw -5736828.981914 + Penalty 3512.583291 = -5733316.398623
  nChanged 15
		SP:Iteration 35Q (117282.180000 sec): 3 clusters
  Score: Raw -5736829.352707 + Penalty 3512.583291 = -5733316.769416
  nChanged 16
		SP:Iteration 36Q (117282.630000 sec): 3 clusters
  Score: Raw -5736829.707849 + Penalty 3512.583291 = -5733317.124558
  nChanged 11
		SP:Iteration 37Q (117283.070000 sec): 3 clusters
  Score: Raw -5736830.054777 + Penalty 3512.583291 = -5733317.471485
  nChanged 11
		SP:Iteration 38Q (117283.510000 sec): 3 clusters
  Score: Raw -5736830.351499 + Penalty 3512.583291 = -5733317.768208
  nChanged 9
		SP:Iteration 39Q (117283.920000 sec): 3 clusters
  Score: Raw -5736830.610749 + Penalty 3512.583291 = -5733318.027458
  nChanged 7
		SP:Iteration 40F (117284.380000 sec): 3 clusters
  Score: Raw -5736831.027785 + Penalty 3512.583291 = -5733318.444494
  nChanged 9
		SP:Iteration 41Q (117284.790000 sec): 3 clusters
  Score: Raw -5736831.271726 + Penalty 3512.583291 = -5733318.688435
  nChanged 8
		SP:Iteration 42Q (117285.210000 sec): 3 clusters
  Score: Raw -5736831.503075 + Penalty 3512.583291 = -5733318.919784
  nChanged 5
		SP:Iteration 43Q (117285.630000 sec): 3 clusters
  Score: Raw -5736831.597390 + Penalty 3512.583291 = -5733319.014099
  nChanged 3
		SP:Iteration 44Q (117286.070000 sec): 3 clusters
  Score: Raw -5736831.625295 + Penalty 3512.583291 = -5733319.042003
  nChanged 1
		SP:Iteration 45Q (117286.490000 sec): 3 clusters
  Score: Raw -5736831.640721 + Penalty 3512.583291 = -5733319.057429
  nChanged 0
		SP:Iteration 46F (117286.940000 sec): 3 clusters
  Score: Raw -5736831.640721 + Penalty 3512.583291 = -5733319.057429
  nChanged 0
  Score: Raw -118742287.042963 + Penalty 128270.910059 = -118614016.132904

Splitting cluster 22 changes total score from -118550550.726676 to -118614016.132904

 So it's getting split into cluster 57.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 23 (70175 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (117459.720000 sec): 2 clusters
  Score: Raw -8707089.032568 + Penalty 1813.296453 = -8705275.736115
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (117460.340000 sec): 3 clusters
  Score: Raw -8661816.550446 + Penalty 3626.592905 = -8658189.957541
  nChanged 33273
		SP:Iteration 1F (117460.960000 sec): 3 clusters
  Score: Raw -8681324.159065 + Penalty 3626.592905 = -8677697.566160
  nChanged 3231
		SP:Iteration 2Q (117461.620000 sec): 3 clusters
  Score: Raw -8682652.488052 + Penalty 3626.592905 = -8679025.895146
  nChanged 3821
		SP:Iteration 3F (117462.240000 sec): 3 clusters
  Score: Raw -8684599.028356 + Penalty 3626.592905 = -8680972.435451
  nChanged 4788
		SP:Iteration 4F (117462.870000 sec): 3 clusters
  Score: Raw -8687737.875206 + Penalty 3626.592905 = -8684111.282301
  nChanged 5810
		SP:Iteration 5F (117463.500000 sec): 3 clusters
  Score: Raw -8692549.907903 + Penalty 3626.592905 = -8688923.314997
  nChanged 6076
		SP:Iteration 6F (117464.130000 sec): 3 clusters
  Score: Raw -8698192.688206 + Penalty 3626.592905 = -8694566.095301
  nChanged 4681
		SP:Iteration 7F (117464.780000 sec): 3 clusters
  Score: Raw -8702549.944622 + Penalty 3626.592905 = -8698923.351717
  nChanged 2792
		SP:Iteration 8Q (117465.410000 sec): 3 clusters
  Score: Raw -8704999.418244 + Penalty 3626.592905 = -8701372.825339
  nChanged 1409
		SP:Iteration 9Q (117466.000000 sec): 3 clusters
  Score: Raw -8706118.723575 + Penalty 3626.592905 = -8702492.130670
  nChanged 730
		SP:Iteration 10Q (117466.570000 sec): 3 clusters
  Score: Raw -8706678.477803 + Penalty 3626.592905 = -8703051.884897
  nChanged 394
		SP:Iteration 11Q (117467.100000 sec): 3 clusters
  Score: Raw -8706979.930396 + Penalty 3626.592905 = -8703353.337490
  nChanged 208
		SP:Iteration 12Q (117467.680000 sec): 3 clusters
  Score: Raw -8707157.119272 + Penalty 3626.592905 = -8703530.526366
  nChanged 136
		SP:Iteration 13Q (117468.230000 sec): 3 clusters
  Score: Raw -8707262.328382 + Penalty 3626.592905 = -8703635.735477
  nChanged 83
		SP:Iteration 14Q (117468.770000 sec): 3 clusters
  Score: Raw -8707322.493084 + Penalty 3626.592905 = -8703695.900179
  nChanged 52
		SP:Iteration 15Q (117469.290000 sec): 3 clusters
  Score: Raw -8707356.792397 + Penalty 3626.592905 = -8703730.199492
  nChanged 39
		SP:Iteration 16Q (117469.870000 sec): 3 clusters
  Score: Raw -8707379.907806 + Penalty 3626.592905 = -8703753.314900
  nChanged 25
		SP:Iteration 17Q (117470.420000 sec): 3 clusters
  Score: Raw -8707396.715456 + Penalty 3626.592905 = -8703770.122550
  nChanged 22
		SP:Iteration 18Q (117470.970000 sec): 3 clusters
  Score: Raw -8707408.952613 + Penalty 3626.592905 = -8703782.359707
  nChanged 16
		SP:Iteration 19Q (117471.500000 sec): 3 clusters
  Score: Raw -8707417.357291 + Penalty 3626.592905 = -8703790.764385
  nChanged 10
		SP:Iteration 20F (117472.140000 sec): 3 clusters
  Score: Raw -8707423.830690 + Penalty 3626.592905 = -8703797.237785
  nChanged 5
		SP:Iteration 21Q (117472.670000 sec): 3 clusters
  Score: Raw -8707428.568374 + Penalty 3626.592905 = -8703801.975468
  nChanged 8
		SP:Iteration 22Q (117473.240000 sec): 3 clusters
  Score: Raw -8707436.036669 + Penalty 3626.592905 = -8703809.443763
  nChanged 9
		SP:Iteration 23Q (117473.800000 sec): 3 clusters
  Score: Raw -8707440.701657 + Penalty 3626.592905 = -8703814.108751
  nChanged 6
		SP:Iteration 24Q (117474.340000 sec): 3 clusters
  Score: Raw -8707445.990385 + Penalty 3626.592905 = -8703819.397480
  nChanged 7
		SP:Iteration 25Q (117474.880000 sec): 3 clusters
  Score: Raw -8707450.712550 + Penalty 3626.592905 = -8703824.119645
  nChanged 4
		SP:Iteration 26Q (117475.440000 sec): 3 clusters
  Score: Raw -8707453.538686 + Penalty 3626.592905 = -8703826.945780
  nChanged 4
		SP:Iteration 27Q (117475.990000 sec): 3 clusters
  Score: Raw -8707456.538159 + Penalty 3626.592905 = -8703829.945253
  nChanged 4
		SP:Iteration 28Q (117476.540000 sec): 3 clusters
  Score: Raw -8707459.433852 + Penalty 3626.592905 = -8703832.840947
  nChanged 2
		SP:Iteration 29Q (117477.070000 sec): 3 clusters
  Score: Raw -8707460.025236 + Penalty 3626.592905 = -8703833.432331
  nChanged 0
		SP:Iteration 30F (117477.700000 sec): 3 clusters
  Score: Raw -8707460.025236 + Penalty 3626.592905 = -8703833.432331
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 24 (12498 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (117477.820000 sec): 2 clusters
  Score: Raw -1384474.447064 + Penalty 1532.915135 = -1382941.531928
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (117478.010000 sec): 3 clusters
  Score: Raw -1377475.710643 + Penalty 3065.830271 = -1374409.880372
  nChanged 5488
		SP:Iteration 1F (117478.180000 sec): 3 clusters
  Score: Raw -1383338.975287 + Penalty 3065.830271 = -1380273.145016
  nChanged 1811
		SP:Iteration 2F (117478.380000 sec): 3 clusters
  Score: Raw -1387271.835808 + Penalty 3065.830271 = -1384206.005537
  nChanged 1563
		SP:Iteration 3F (117478.540000 sec): 3 clusters
  Score: Raw -1391242.279280 + Penalty 3065.830271 = -1388176.449009
  nChanged 1064
		SP:Iteration 4F (117478.710000 sec): 3 clusters
  Score: Raw -1393175.394753 + Penalty 3065.830271 = -1390109.564483
  nChanged 606
		SP:Iteration 5Q (117478.890000 sec): 3 clusters
  Score: Raw -1393843.349215 + Penalty 3065.830271 = -1390777.518944
  nChanged 342
		SP:Iteration 6Q (117479.040000 sec): 3 clusters
  Score: Raw -1394157.899472 + Penalty 3065.830271 = -1391092.069201
  nChanged 246
		SP:Iteration 7Q (117479.220000 sec): 3 clusters
  Score: Raw -1394334.167109 + Penalty 3065.830271 = -1391268.336838
  nChanged 178
		SP:Iteration 8Q (117479.380000 sec): 3 clusters
  Score: Raw -1394419.293018 + Penalty 3065.830271 = -1391353.462747
  nChanged 95
		SP:Iteration 9Q (117479.540000 sec): 3 clusters
  Score: Raw -1394456.248102 + Penalty 3065.830271 = -1391390.417831
  nChanged 82
		SP:Iteration 10Q (117479.710000 sec): 3 clusters
  Score: Raw -1394483.155640 + Penalty 3065.830271 = -1391417.325369
  nChanged 68
		SP:Iteration 11Q (117479.880000 sec): 3 clusters
  Score: Raw -1394500.208477 + Penalty 3065.830271 = -1391434.378206
  nChanged 48
		SP:Iteration 12Q (117480.060000 sec): 3 clusters
  Score: Raw -1394513.306749 + Penalty 3065.830271 = -1391447.476478
  nChanged 47
		SP:Iteration 13Q (117480.210000 sec): 3 clusters
  Score: Raw -1394525.612307 + Penalty 3065.830271 = -1391459.782036
  nChanged 47
		SP:Iteration 14Q (117480.390000 sec): 3 clusters
  Score: Raw -1394537.051527 + Penalty 3065.830271 = -1391471.221256
  nChanged 43
		SP:Iteration 15Q (117480.540000 sec): 3 clusters
  Score: Raw -1394545.888497 + Penalty 3065.830271 = -1391480.058226
  nChanged 27
		SP:Iteration 16Q (117480.720000 sec): 3 clusters
  Score: Raw -1394550.124786 + Penalty 3065.830271 = -1391484.294515
  nChanged 19
		SP:Iteration 17Q (117480.870000 sec): 3 clusters
  Score: Raw -1394553.261331 + Penalty 3065.830271 = -1391487.431060
  nChanged 17
		SP:Iteration 18Q (117481.050000 sec): 3 clusters
  Score: Raw -1394556.627077 + Penalty 3065.830271 = -1391490.796806
  nChanged 8
		SP:Iteration 19Q (117481.200000 sec): 3 clusters
  Score: Raw -1394557.596887 + Penalty 3065.830271 = -1391491.766616
  nChanged 8
		SP:Iteration 20F (117481.370000 sec): 3 clusters
  Score: Raw -1394562.786986 + Penalty 3065.830271 = -1391496.956715
  nChanged 7
		SP:Iteration 21Q (117481.540000 sec): 3 clusters
  Score: Raw -1394563.868590 + Penalty 3065.830271 = -1391498.038319
  nChanged 6
		SP:Iteration 22Q (117481.700000 sec): 3 clusters
  Score: Raw -1394564.545287 + Penalty 3065.830271 = -1391498.715016
  nChanged 6
		SP:Iteration 23Q (117481.900000 sec): 3 clusters
  Score: Raw -1394565.377442 + Penalty 3065.830271 = -1391499.547171
  nChanged 7
		SP:Iteration 24Q (117482.060000 sec): 3 clusters
  Score: Raw -1394566.758588 + Penalty 3065.830271 = -1391500.928317
  nChanged 7
		SP:Iteration 25Q (117482.240000 sec): 3 clusters
  Score: Raw -1394567.602502 + Penalty 3065.830271 = -1391501.772231
  nChanged 5
		SP:Iteration 26Q (117482.390000 sec): 3 clusters
  Score: Raw -1394568.162576 + Penalty 3065.830271 = -1391502.332305
  nChanged 6
		SP:Iteration 27Q (117482.550000 sec): 3 clusters
  Score: Raw -1394568.758580 + Penalty 3065.830271 = -1391502.928309
  nChanged 1
		SP:Iteration 28Q (117482.720000 sec): 3 clusters
  Score: Raw -1394568.833653 + Penalty 3065.830271 = -1391503.003382
  nChanged 0
		SP:Iteration 29F (117482.900000 sec): 3 clusters
  Score: Raw -1394568.833653 + Penalty 3065.830271 = -1391503.003382
  nChanged 0
  Score: Raw -118752381.429551 + Penalty 130521.276902 = -118621860.152650

Splitting cluster 24 changes total score from -118550550.726676 to -118621860.152650

 So it's getting split into cluster 58.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 25 (9386 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (117693.920000 sec): 2 clusters
  Score: Raw -949971.756308 + Penalty 1486.383356 = -948485.372953
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (117694.110000 sec): 3 clusters
  Score: Raw -944760.295391 + Penalty 2972.766711 = -941787.528680
  nChanged 4064
		SP:Iteration 1F (117694.240000 sec): 3 clusters
  Score: Raw -948346.017358 + Penalty 2972.766711 = -945373.250647
  nChanged 1161
		SP:Iteration 2F (117694.380000 sec): 3 clusters
  Score: Raw -949851.610040 + Penalty 2972.766711 = -946878.843329
  nChanged 982
		SP:Iteration 3F (117694.510000 sec): 3 clusters
  Score: Raw -951217.164295 + Penalty 2972.766711 = -948244.397584
  nChanged 780
		SP:Iteration 4F (117694.640000 sec): 3 clusters
  Score: Raw -952197.475247 + Penalty 2972.766711 = -949224.708536
  nChanged 605
		SP:Iteration 5F (117694.800000 sec): 3 clusters
  Score: Raw -952944.863276 + Penalty 2972.766711 = -949972.096565
  nChanged 483
		SP:Iteration 6F (117694.970000 sec): 3 clusters
  Score: Raw -953574.935026 + Penalty 2972.766711 = -950602.168315
  nChanged 396
		SP:Iteration 7Q (117695.110000 sec): 3 clusters
  Score: Raw -954112.092930 + Penalty 2972.766711 = -951139.326219
  nChanged 338
		SP:Iteration 8Q (117695.230000 sec): 3 clusters
  Score: Raw -954452.692979 + Penalty 2972.766711 = -951479.926268
  nChanged 240
		SP:Iteration 9Q (117695.350000 sec): 3 clusters
  Score: Raw -954630.617972 + Penalty 2972.766711 = -951657.851261
  nChanged 166
		SP:Iteration 10Q (117695.510000 sec): 3 clusters
  Score: Raw -954729.210365 + Penalty 2972.766711 = -951756.443654
  nChanged 132
		SP:Iteration 11Q (117695.670000 sec): 3 clusters
  Score: Raw -954787.583607 + Penalty 2972.766711 = -951814.816896
  nChanged 87
		SP:Iteration 12Q (117695.820000 sec): 3 clusters
  Score: Raw -954819.490822 + Penalty 2972.766711 = -951846.724111
  nChanged 59
		SP:Iteration 13Q (117695.950000 sec): 3 clusters
  Score: Raw -954851.669987 + Penalty 2972.766711 = -951878.903276
  nChanged 61
		SP:Iteration 14Q (117696.070000 sec): 3 clusters
  Score: Raw -954894.679740 + Penalty 2972.766711 = -951921.913028
  nChanged 64
		SP:Iteration 15Q (117696.200000 sec): 3 clusters
  Score: Raw -954931.035458 + Penalty 2972.766711 = -951958.268747
  nChanged 63
		SP:Iteration 16Q (117696.350000 sec): 3 clusters
  Score: Raw -954968.595887 + Penalty 2972.766711 = -951995.829175
  nChanged 46
		SP:Iteration 17Q (117696.510000 sec): 3 clusters
  Score: Raw -954986.889165 + Penalty 2972.766711 = -952014.122454
  nChanged 33
		SP:Iteration 18Q (117696.650000 sec): 3 clusters
  Score: Raw -954997.369053 + Penalty 2972.766711 = -952024.602342
  nChanged 20
		SP:Iteration 19Q (117696.770000 sec): 3 clusters
  Score: Raw -955004.105876 + Penalty 2972.766711 = -952031.339165
  nChanged 11
		SP:Iteration 20F (117696.900000 sec): 3 clusters
  Score: Raw -955013.273255 + Penalty 2972.766711 = -952040.506544
  nChanged 13
		SP:Iteration 21Q (117697.030000 sec): 3 clusters
  Score: Raw -955020.485092 + Penalty 2972.766711 = -952047.718380
  nChanged 16
		SP:Iteration 22Q (117697.170000 sec): 3 clusters
  Score: Raw -955024.982348 + Penalty 2972.766711 = -952052.215637
  nChanged 17
		SP:Iteration 23Q (117697.320000 sec): 3 clusters
  Score: Raw -955029.053137 + Penalty 2972.766711 = -952056.286426
  nChanged 10
		SP:Iteration 24Q (117697.460000 sec): 3 clusters
  Score: Raw -955032.640561 + Penalty 2972.766711 = -952059.873849
  nChanged 13
		SP:Iteration 25Q (117697.590000 sec): 3 clusters
  Score: Raw -955035.176782 + Penalty 2972.766711 = -952062.410071
  nChanged 9
		SP:Iteration 26Q (117697.710000 sec): 3 clusters
  Score: Raw -955036.311483 + Penalty 2972.766711 = -952063.544771
  nChanged 7
		SP:Iteration 27Q (117697.840000 sec): 3 clusters
  Score: Raw -955037.405156 + Penalty 2972.766711 = -952064.638445
  nChanged 6
		SP:Iteration 28Q (117697.990000 sec): 3 clusters
  Score: Raw -955038.345691 + Penalty 2972.766711 = -952065.578979
  nChanged 5
		SP:Iteration 29Q (117698.150000 sec): 3 clusters
  Score: Raw -955038.831834 + Penalty 2972.766711 = -952066.065122
  nChanged 2
		SP:Iteration 30Q (117698.310000 sec): 3 clusters
  Score: Raw -955039.066266 + Penalty 2972.766711 = -952066.299555
  nChanged 1
		SP:Iteration 31Q (117698.440000 sec): 3 clusters
  Score: Raw -955039.152901 + Penalty 2972.766711 = -952066.386190
  nChanged 2
		SP:Iteration 32Q (117698.560000 sec): 3 clusters
  Score: Raw -955039.465213 + Penalty 2972.766711 = -952066.698502
  nChanged 3
		SP:Iteration 33Q (117698.690000 sec): 3 clusters
  Score: Raw -955040.020908 + Penalty 2972.766711 = -952067.254196
  nChanged 2
		SP:Iteration 34Q (117698.840000 sec): 3 clusters
  Score: Raw -955040.354877 + Penalty 2972.766711 = -952067.588165
  nChanged 1
		SP:Iteration 35Q (117698.980000 sec): 3 clusters
  Score: Raw -955040.413568 + Penalty 2972.766711 = -952067.646857
  nChanged 1
		SP:Iteration 36Q (117699.140000 sec): 3 clusters
  Score: Raw -955040.518981 + Penalty 2972.766711 = -952067.752270
  nChanged 1
		SP:Iteration 37Q (117699.270000 sec): 3 clusters
  Score: Raw -955040.545790 + Penalty 2972.766711 = -952067.779079
  nChanged 0
		SP:Iteration 38F (117699.400000 sec): 3 clusters
  Score: Raw -955040.545790 + Penalty 2972.766711 = -952067.779079
  nChanged 0
  Score: Raw -118757450.219032 + Penalty 132771.643745 = -118624678.575287

Splitting cluster 25 changes total score from -118550550.726676 to -118624678.575287

 So it's getting split into cluster 59.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 26 (10530 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (117877.450000 sec): 2 clusters
  Score: Raw -1116469.280576 + Penalty 1505.072336 = -1114964.208241
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (117877.620000 sec): 3 clusters
  Score: Raw -1110605.351831 + Penalty 3010.144672 = -1107595.207159
  nChanged 4657
		SP:Iteration 1F (117877.760000 sec): 3 clusters
  Score: Raw -1115330.896842 + Penalty 3010.144672 = -1112320.752170
  nChanged 1559
		SP:Iteration 2F (117877.930000 sec): 3 clusters
  Score: Raw -1117959.769060 + Penalty 3010.144672 = -1114949.624388
  nChanged 1184
		SP:Iteration 3F (117878.080000 sec): 3 clusters
  Score: Raw -1119368.175739 + Penalty 3010.144672 = -1116358.031068
  nChanged 669
		SP:Iteration 4F (117878.230000 sec): 3 clusters
  Score: Raw -1119904.542466 + Penalty 3010.144672 = -1116894.397794
  nChanged 338
		SP:Iteration 5Q (117878.400000 sec): 3 clusters
  Score: Raw -1120106.538161 + Penalty 3010.144672 = -1117096.393490
  nChanged 189
		SP:Iteration 6Q (117878.540000 sec): 3 clusters
  Score: Raw -1120198.628553 + Penalty 3010.144672 = -1117188.483882
  nChanged 117
		SP:Iteration 7Q (117878.700000 sec): 3 clusters
  Score: Raw -1120265.153719 + Penalty 3010.144672 = -1117255.009048
  nChanged 99
		SP:Iteration 8Q (117878.870000 sec): 3 clusters
  Score: Raw -1120295.156578 + Penalty 3010.144672 = -1117285.011906
  nChanged 61
		SP:Iteration 9Q (117879.010000 sec): 3 clusters
  Score: Raw -1120313.891544 + Penalty 3010.144672 = -1117303.746872
  nChanged 48
		SP:Iteration 10Q (117879.160000 sec): 3 clusters
  Score: Raw -1120330.099627 + Penalty 3010.144672 = -1117319.954955
  nChanged 37
		SP:Iteration 11Q (117879.330000 sec): 3 clusters
  Score: Raw -1120340.661947 + Penalty 3010.144672 = -1117330.517276
  nChanged 25
		SP:Iteration 12Q (117879.470000 sec): 3 clusters
  Score: Raw -1120347.437150 + Penalty 3010.144672 = -1117337.292478
  nChanged 26
		SP:Iteration 13Q (117879.610000 sec): 3 clusters
  Score: Raw -1120352.996374 + Penalty 3010.144672 = -1117342.851702
  nChanged 20
		SP:Iteration 14Q (117879.770000 sec): 3 clusters
  Score: Raw -1120356.398307 + Penalty 3010.144672 = -1117346.253635
  nChanged 8
		SP:Iteration 15Q (117879.920000 sec): 3 clusters
  Score: Raw -1120357.227747 + Penalty 3010.144672 = -1117347.083076
  nChanged 8
		SP:Iteration 16Q (117880.060000 sec): 3 clusters
  Score: Raw -1120358.285252 + Penalty 3010.144672 = -1117348.140581
  nChanged 4
		SP:Iteration 17Q (117880.230000 sec): 3 clusters
  Score: Raw -1120358.551144 + Penalty 3010.144672 = -1117348.406472
  nChanged 4
		SP:Iteration 18Q (117880.380000 sec): 3 clusters
  Score: Raw -1120358.934255 + Penalty 3010.144672 = -1117348.789584
  nChanged 0
		SP:Iteration 19F (117880.530000 sec): 3 clusters
  Score: Raw -1120358.934255 + Penalty 3010.144672 = -1117348.789584
  nChanged 0
  Score: Raw -118761339.872711 + Penalty 135022.010588 = -118626317.862123

Splitting cluster 26 changes total score from -118550550.726676 to -118626317.862123

 So it's getting split into cluster 60.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 27 (1646 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (118064.430000 sec): 2 clusters
  Score: Raw -174518.530185 + Penalty 1203.491799 = -173315.038386
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (118064.470000 sec): 3 clusters
  Score: Raw -173974.932670 + Penalty 2406.983599 = -171567.949071
  nChanged 630
		SP:Iteration 1F (118064.510000 sec): 3 clusters
  Score: Raw -174978.683253 + Penalty 2406.983599 = -172571.699654
  nChanged 309
		SP:Iteration 2F (118064.540000 sec): 3 clusters
  Score: Raw -176263.230820 + Penalty 2406.983599 = -173856.247221
  nChanged 215
		SP:Iteration 3F (118064.570000 sec): 3 clusters
  Score: Raw -177032.734707 + Penalty 2406.983599 = -174625.751109
  nChanged 104
		SP:Iteration 4F (118064.600000 sec): 3 clusters
  Score: Raw -177379.303589 + Penalty 2406.983599 = -174972.319990
  nChanged 65
		SP:Iteration 5Q (118064.630000 sec): 3 clusters
  Score: Raw -177573.991905 + Penalty 2406.983599 = -175167.008306
  nChanged 33
		SP:Iteration 6Q (118064.660000 sec): 3 clusters
  Score: Raw -177640.208191 + Penalty 2406.983599 = -175233.224592
  nChanged 22
		SP:Iteration 7Q (118064.690000 sec): 3 clusters
  Score: Raw -177665.996928 + Penalty 2406.983599 = -175259.013329
  nChanged 8
		SP:Iteration 8Q (118064.720000 sec): 3 clusters
  Score: Raw -177673.135464 + Penalty 2406.983599 = -175266.151865
  nChanged 1
		SP:Iteration 9Q (118064.740000 sec): 3 clusters
  Score: Raw -177673.952129 + Penalty 2406.983599 = -175266.968530
  nChanged 1
		SP:Iteration 10Q (118064.770000 sec): 3 clusters
  Score: Raw -177674.404711 + Penalty 2406.983599 = -175267.421112
  nChanged 0
		SP:Iteration 11F (118064.800000 sec): 3 clusters
  Score: Raw -177674.404711 + Penalty 2406.983599 = -175267.421112
  nChanged 0
  Score: Raw -118764495.747236 + Penalty 137272.377431 = -118627223.369805

Splitting cluster 27 changes total score from -118550550.726676 to -118627223.369805

 So it's getting split into cluster 61.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 28 (11222 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (118251.210000 sec): 2 clusters
  Score: Raw -1302368.293202 + Penalty 1515.415105 = -1300852.878097
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (118251.400000 sec): 3 clusters
  Score: Raw -1296064.564517 + Penalty 3030.830210 = -1293033.734306
  nChanged 4882
		SP:Iteration 1F (118251.540000 sec): 3 clusters
  Score: Raw -1298831.183678 + Penalty 3030.830210 = -1295800.353468
  nChanged 744
		SP:Iteration 2F (118251.690000 sec): 3 clusters
  Score: Raw -1299245.660012 + Penalty 3030.830210 = -1296214.829802
  nChanged 667
		SP:Iteration 3F (118251.870000 sec): 3 clusters
  Score: Raw -1299635.786316 + Penalty 3030.830210 = -1296604.956106
  nChanged 637
		SP:Iteration 4F (118252.030000 sec): 3 clusters
  Score: Raw -1300029.794502 + Penalty 3030.830210 = -1296998.964292
  nChanged 568
		SP:Iteration 5F (118252.210000 sec): 3 clusters
  Score: Raw -1300394.946365 + Penalty 3030.830210 = -1297364.116155
  nChanged 533
		SP:Iteration 6Q (118252.350000 sec): 3 clusters
  Score: Raw -1300686.138495 + Penalty 3030.830210 = -1297655.308285
  nChanged 429
		SP:Iteration 7Q (118252.510000 sec): 3 clusters
  Score: Raw -1300918.253975 + Penalty 3030.830210 = -1297887.423765
  nChanged 396
		SP:Iteration 8Q (118252.660000 sec): 3 clusters
  Score: Raw -1301175.105144 + Penalty 3030.830210 = -1298144.274934
  nChanged 416
		SP:Iteration 9Q (118252.830000 sec): 3 clusters
  Score: Raw -1301445.510048 + Penalty 3030.830210 = -1298414.679838
  nChanged 428
		SP:Iteration 10Q (118252.980000 sec): 3 clusters
  Score: Raw -1301727.616363 + Penalty 3030.830210 = -1298696.786153
  nChanged 426
		SP:Iteration 11Q (118253.130000 sec): 3 clusters
  Score: Raw -1301971.990964 + Penalty 3030.830210 = -1298941.160754
  nChanged 404
		SP:Iteration 12Q (118253.340000 sec): 3 clusters
  Score: Raw -1302225.627300 + Penalty 3030.830210 = -1299194.797089
  nChanged 390
		SP:Iteration 13Q (118253.490000 sec): 3 clusters
  Score: Raw -1302501.377826 + Penalty 3030.830210 = -1299470.547615
  nChanged 410
		SP:Iteration 14Q (118253.640000 sec): 3 clusters
  Score: Raw -1302790.350290 + Penalty 3030.830210 = -1299759.520079
  nChanged 417
		SP:Iteration 15Q (118253.790000 sec): 3 clusters
  Score: Raw -1303040.388550 + Penalty 3030.830210 = -1300009.558340
  nChanged 369
		SP:Iteration 16Q (118253.960000 sec): 3 clusters
  Score: Raw -1303250.003987 + Penalty 3030.830210 = -1300219.173777
  nChanged 311
		SP:Iteration 17Q (118254.110000 sec): 3 clusters
  Score: Raw -1303415.448355 + Penalty 3030.830210 = -1300384.618145
  nChanged 245
		SP:Iteration 18Q (118254.260000 sec): 3 clusters
  Score: Raw -1303528.553227 + Penalty 3030.830210 = -1300497.723017
  nChanged 201
		SP:Iteration 19Q (118254.440000 sec): 3 clusters
  Score: Raw -1303614.094237 + Penalty 3030.830210 = -1300583.264027
  nChanged 152
		SP:Iteration 20F (118254.590000 sec): 3 clusters
  Score: Raw -1303675.065152 + Penalty 3030.830210 = -1300644.234941
  nChanged 119
		SP:Iteration 21Q (118254.750000 sec): 3 clusters
  Score: Raw -1303719.028451 + Penalty 3030.830210 = -1300688.198241
  nChanged 107
		SP:Iteration 22Q (118254.890000 sec): 3 clusters
  Score: Raw -1303759.142046 + Penalty 3030.830210 = -1300728.311836
  nChanged 95
		SP:Iteration 23Q (118255.050000 sec): 3 clusters
  Score: Raw -1303790.968570 + Penalty 3030.830210 = -1300760.138360
  nChanged 95
		SP:Iteration 24Q (118255.210000 sec): 3 clusters
  Score: Raw -1303820.029319 + Penalty 3030.830210 = -1300789.199109
  nChanged 87
		SP:Iteration 25Q (118255.350000 sec): 3 clusters
  Score: Raw -1303845.549342 + Penalty 3030.830210 = -1300814.719131
  nChanged 83
		SP:Iteration 26Q (118255.530000 sec): 3 clusters
  Score: Raw -1303870.467977 + Penalty 3030.830210 = -1300839.637767
  nChanged 83
		SP:Iteration 27Q (118255.680000 sec): 3 clusters
  Score: Raw -1303895.997033 + Penalty 3030.830210 = -1300865.166823
  nChanged 72
		SP:Iteration 28Q (118255.840000 sec): 3 clusters
  Score: Raw -1303916.209681 + Penalty 3030.830210 = -1300885.379471
  nChanged 65
		SP:Iteration 29Q (118256.010000 sec): 3 clusters
  Score: Raw -1303937.580879 + Penalty 3030.830210 = -1300906.750669
  nChanged 48
		SP:Iteration 30Q (118256.150000 sec): 3 clusters
  Score: Raw -1303956.290868 + Penalty 3030.830210 = -1300925.460658
  nChanged 57
		SP:Iteration 31Q (118256.320000 sec): 3 clusters
  Score: Raw -1303975.109364 + Penalty 3030.830210 = -1300944.279154
  nChanged 60
		SP:Iteration 32Q (118256.470000 sec): 3 clusters
  Score: Raw -1303993.192618 + Penalty 3030.830210 = -1300962.362408
  nChanged 41
		SP:Iteration 33Q (118256.630000 sec): 3 clusters
  Score: Raw -1304005.104400 + Penalty 3030.830210 = -1300974.274190
  nChanged 38
		SP:Iteration 34Q (118256.790000 sec): 3 clusters
  Score: Raw -1304015.730004 + Penalty 3030.830210 = -1300984.899793
  nChanged 35
		SP:Iteration 35Q (118256.940000 sec): 3 clusters
  Score: Raw -1304024.513811 + Penalty 3030.830210 = -1300993.683601
  nChanged 32
		SP:Iteration 36Q (118257.110000 sec): 3 clusters
  Score: Raw -1304032.917155 + Penalty 3030.830210 = -1301002.086945
  nChanged 36
		SP:Iteration 37Q (118257.250000 sec): 3 clusters
  Score: Raw -1304041.335652 + Penalty 3030.830210 = -1301010.505442
  nChanged 27
		SP:Iteration 38Q (118257.430000 sec): 3 clusters
  Score: Raw -1304046.337839 + Penalty 3030.830210 = -1301015.507629
  nChanged 21
		SP:Iteration 39Q (118257.590000 sec): 3 clusters
  Score: Raw -1304051.419052 + Penalty 3030.830210 = -1301020.588841
  nChanged 27
		SP:Iteration 40F (118257.750000 sec): 3 clusters
  Score: Raw -1304060.995077 + Penalty 3030.830210 = -1301030.164867
  nChanged 25
		SP:Iteration 41Q (118257.900000 sec): 3 clusters
  Score: Raw -1304067.024511 + Penalty 3030.830210 = -1301036.194301
  nChanged 22
		SP:Iteration 42Q (118258.050000 sec): 3 clusters
  Score: Raw -1304071.529594 + Penalty 3030.830210 = -1301040.699383
  nChanged 22
		SP:Iteration 43Q (118258.220000 sec): 3 clusters
  Score: Raw -1304075.947737 + Penalty 3030.830210 = -1301045.117526
  nChanged 21
		SP:Iteration 44Q (118258.370000 sec): 3 clusters
  Score: Raw -1304078.737176 + Penalty 3030.830210 = -1301047.906966
  nChanged 11
		SP:Iteration 45Q (118258.520000 sec): 3 clusters
  Score: Raw -1304080.402151 + Penalty 3030.830210 = -1301049.571941
  nChanged 13
		SP:Iteration 46Q (118258.670000 sec): 3 clusters
  Score: Raw -1304082.172516 + Penalty 3030.830210 = -1301051.342306
  nChanged 12
		SP:Iteration 47Q (118258.810000 sec): 3 clusters
  Score: Raw -1304084.297110 + Penalty 3030.830210 = -1301053.466900
  nChanged 15
		SP:Iteration 48Q (118258.990000 sec): 3 clusters
  Score: Raw -1304086.630030 + Penalty 3030.830210 = -1301055.799820
  nChanged 8
		SP:Iteration 49Q (118259.140000 sec): 3 clusters
  Score: Raw -1304087.662167 + Penalty 3030.830210 = -1301056.831957
  nChanged 7
		SP:Iteration 50Q (118259.290000 sec): 3 clusters
  Score: Raw -1304088.921430 + Penalty 3030.830210 = -1301058.091220
  nChanged 8
		SP:Iteration 51Q (118259.460000 sec): 3 clusters
  Score: Raw -1304090.098837 + Penalty 3030.830210 = -1301059.268627
  nChanged 8
		SP:Iteration 52Q (118259.600000 sec): 3 clusters
  Score: Raw -1304091.406396 + Penalty 3030.830210 = -1301060.576185
  nChanged 7
		SP:Iteration 53Q (118259.750000 sec): 3 clusters
  Score: Raw -1304092.638393 + Penalty 3030.830210 = -1301061.808183
  nChanged 6
		SP:Iteration 54Q (118259.920000 sec): 3 clusters
  Score: Raw -1304093.279197 + Penalty 3030.830210 = -1301062.448986
  nChanged 2
		SP:Iteration 55Q (118260.060000 sec): 3 clusters
  Score: Raw -1304093.642678 + Penalty 3030.830210 = -1301062.812468
  nChanged 3
		SP:Iteration 56Q (118260.230000 sec): 3 clusters
  Score: Raw -1304093.934787 + Penalty 3030.830210 = -1301063.104577
  nChanged 0
		SP:Iteration 57F (118260.380000 sec): 3 clusters
  Score: Raw -1304093.934787 + Penalty 3030.830210 = -1301063.104577
  nChanged 0
  Score: Raw -118766221.388822 + Penalty 139522.744274 = -118626698.644548

Splitting cluster 28 changes total score from -118550550.726676 to -118626698.644548

 So it's getting split into cluster 62.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 29 (21581 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (118485.630000 sec): 2 clusters
  Score: Raw -2425804.493320 + Penalty 1621.679894 = -2424182.813426
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (118485.940000 sec): 3 clusters
  Score: Raw -2412818.100447 + Penalty 3243.359788 = -2409574.740660
  nChanged 9763
		SP:Iteration 1F (118486.200000 sec): 3 clusters
  Score: Raw -2418665.425823 + Penalty 3243.359788 = -2415422.066035
  nChanged 1579
		SP:Iteration 2F (118486.460000 sec): 3 clusters
  Score: Raw -2419877.485632 + Penalty 3243.359788 = -2416634.125844
  nChanged 1802
		SP:Iteration 3F (118486.760000 sec): 3 clusters
  Score: Raw -2421453.708787 + Penalty 3243.359788 = -2418210.348999
  nChanged 1930
		SP:Iteration 4F (118487.020000 sec): 3 clusters
  Score: Raw -2423265.830195 + Penalty 3243.359788 = -2420022.470407
  nChanged 1848
		SP:Iteration 5F (118487.320000 sec): 3 clusters
  Score: Raw -2424905.879616 + Penalty 3243.359788 = -2421662.519829
  nChanged 1519
		SP:Iteration 6F (118487.580000 sec): 3 clusters
  Score: Raw -2425891.491575 + Penalty 3243.359788 = -2422648.131788
  nChanged 1050
		SP:Iteration 7Q (118487.910000 sec): 3 clusters
  Score: Raw -2426380.615339 + Penalty 3243.359788 = -2423137.255552
  nChanged 721
		SP:Iteration 8Q (118488.170000 sec): 3 clusters
  Score: Raw -2426633.618158 + Penalty 3243.359788 = -2423390.258370
  nChanged 506
		SP:Iteration 9Q (118488.430000 sec): 3 clusters
  Score: Raw -2426771.722813 + Penalty 3243.359788 = -2423528.363026
  nChanged 404
		SP:Iteration 10Q (118488.690000 sec): 3 clusters
  Score: Raw -2426881.192899 + Penalty 3243.359788 = -2423637.833111
  nChanged 336
		SP:Iteration 11Q (118488.970000 sec): 3 clusters
  Score: Raw -2426955.861362 + Penalty 3243.359788 = -2423712.501574
  nChanged 299
		SP:Iteration 12Q (118489.260000 sec): 3 clusters
  Score: Raw -2427025.747742 + Penalty 3243.359788 = -2423782.387955
  nChanged 262
		SP:Iteration 13Q (118489.530000 sec): 3 clusters
  Score: Raw -2427087.382437 + Penalty 3243.359788 = -2423844.022649
  nChanged 256
		SP:Iteration 14Q (118489.810000 sec): 3 clusters
  Score: Raw -2427150.119295 + Penalty 3243.359788 = -2423906.759508
  nChanged 265
		SP:Iteration 15Q (118490.070000 sec): 3 clusters
  Score: Raw -2427217.110667 + Penalty 3243.359788 = -2423973.750879
  nChanged 292
		SP:Iteration 16Q (118490.350000 sec): 3 clusters
  Score: Raw -2427295.995526 + Penalty 3243.359788 = -2424052.635739
  nChanged 307
		SP:Iteration 17Q (118490.640000 sec): 3 clusters
  Score: Raw -2427387.432897 + Penalty 3243.359788 = -2424144.073109
  nChanged 328
		SP:Iteration 18Q (118490.920000 sec): 3 clusters
  Score: Raw -2427486.560051 + Penalty 3243.359788 = -2424243.200264
  nChanged 341
		SP:Iteration 19Q (118491.210000 sec): 3 clusters
  Score: Raw -2427594.676585 + Penalty 3243.359788 = -2424351.316797
  nChanged 346
		SP:Iteration 20F (118491.470000 sec): 3 clusters
  Score: Raw -2427703.522107 + Penalty 3243.359788 = -2424460.162319
  nChanged 375
		SP:Iteration 21Q (118491.730000 sec): 3 clusters
  Score: Raw -2427829.931377 + Penalty 3243.359788 = -2424586.571590
  nChanged 376
		SP:Iteration 22Q (118492.010000 sec): 3 clusters
  Score: Raw -2427958.990585 + Penalty 3243.359788 = -2424715.630798
  nChanged 344
		SP:Iteration 23Q (118492.290000 sec): 3 clusters
  Score: Raw -2428080.404964 + Penalty 3243.359788 = -2424837.045177
  nChanged 338
		SP:Iteration 24Q (118492.550000 sec): 3 clusters
  Score: Raw -2428193.106710 + Penalty 3243.359788 = -2424949.746922
  nChanged 301
		SP:Iteration 25Q (118492.840000 sec): 3 clusters
  Score: Raw -2428299.216699 + Penalty 3243.359788 = -2425055.856912
  nChanged 297
		SP:Iteration 26Q (118493.120000 sec): 3 clusters
  Score: Raw -2428397.411057 + Penalty 3243.359788 = -2425154.051269
  nChanged 259
		SP:Iteration 27Q (118493.410000 sec): 3 clusters
  Score: Raw -2428476.647923 + Penalty 3243.359788 = -2425233.288136
  nChanged 207
		SP:Iteration 28Q (118493.670000 sec): 3 clusters
  Score: Raw -2428538.329760 + Penalty 3243.359788 = -2425294.969973
  nChanged 176
		SP:Iteration 29Q (118493.950000 sec): 3 clusters
  Score: Raw -2428590.392902 + Penalty 3243.359788 = -2425347.033115
  nChanged 164
		SP:Iteration 30Q (118494.230000 sec): 3 clusters
  Score: Raw -2428638.479795 + Penalty 3243.359788 = -2425395.120007
  nChanged 148
		SP:Iteration 31Q (118494.500000 sec): 3 clusters
  Score: Raw -2428677.950473 + Penalty 3243.359788 = -2425434.590686
  nChanged 119
		SP:Iteration 32Q (118494.780000 sec): 3 clusters
  Score: Raw -2428711.295764 + Penalty 3243.359788 = -2425467.935977
  nChanged 96
		SP:Iteration 33Q (118495.060000 sec): 3 clusters
  Score: Raw -2428735.630474 + Penalty 3243.359788 = -2425492.270687
  nChanged 69
		SP:Iteration 34Q (118495.340000 sec): 3 clusters
  Score: Raw -2428752.200240 + Penalty 3243.359788 = -2425508.840453
  nChanged 59
		SP:Iteration 35Q (118495.610000 sec): 3 clusters
  Score: Raw -2428766.241091 + Penalty 3243.359788 = -2425522.881304
  nChanged 53
		SP:Iteration 36Q (118495.890000 sec): 3 clusters
  Score: Raw -2428779.484593 + Penalty 3243.359788 = -2425536.124806
  nChanged 57
		SP:Iteration 37Q (118496.170000 sec): 3 clusters
  Score: Raw -2428792.931251 + Penalty 3243.359788 = -2425549.571464
  nChanged 42
		SP:Iteration 38Q (118496.440000 sec): 3 clusters
  Score: Raw -2428801.538237 + Penalty 3243.359788 = -2425558.178449
  nChanged 30
		SP:Iteration 39Q (118496.720000 sec): 3 clusters
  Score: Raw -2428807.773664 + Penalty 3243.359788 = -2425564.413876
  nChanged 25
		SP:Iteration 40F (118497.000000 sec): 3 clusters
  Score: Raw -2428812.938127 + Penalty 3243.359788 = -2425569.578340
  nChanged 20
		SP:Iteration 41Q (118497.280000 sec): 3 clusters
  Score: Raw -2428819.358303 + Penalty 3243.359788 = -2425575.998515
  nChanged 27
		SP:Iteration 42Q (118497.550000 sec): 3 clusters
  Score: Raw -2428827.046784 + Penalty 3243.359788 = -2425583.686996
  nChanged 29
		SP:Iteration 43Q (118497.800000 sec): 3 clusters
  Score: Raw -2428834.183028 + Penalty 3243.359788 = -2425590.823241
  nChanged 31
		SP:Iteration 44Q (118498.080000 sec): 3 clusters
  Score: Raw -2428841.058703 + Penalty 3243.359788 = -2425597.698915
  nChanged 33
		SP:Iteration 45Q (118498.370000 sec): 3 clusters
  Score: Raw -2428846.783232 + Penalty 3243.359788 = -2425603.423445
  nChanged 24
		SP:Iteration 46Q (118498.620000 sec): 3 clusters
  Score: Raw -2428850.961829 + Penalty 3243.359788 = -2425607.602041
  nChanged 20
		SP:Iteration 47Q (118498.900000 sec): 3 clusters
  Score: Raw -2428855.262026 + Penalty 3243.359788 = -2425611.902239
  nChanged 13
		SP:Iteration 48Q (118499.180000 sec): 3 clusters
  Score: Raw -2428857.736156 + Penalty 3243.359788 = -2425614.376369
  nChanged 10
		SP:Iteration 49Q (118499.460000 sec): 3 clusters
  Score: Raw -2428859.435661 + Penalty 3243.359788 = -2425616.075874
  nChanged 8
		SP:Iteration 50Q (118499.750000 sec): 3 clusters
  Score: Raw -2428860.844353 + Penalty 3243.359788 = -2425617.484566
  nChanged 4
		SP:Iteration 51Q (118500.030000 sec): 3 clusters
  Score: Raw -2428861.597926 + Penalty 3243.359788 = -2425618.238138
  nChanged 4
		SP:Iteration 52Q (118500.310000 sec): 3 clusters
  Score: Raw -2428862.430533 + Penalty 3243.359788 = -2425619.070745
  nChanged 3
		SP:Iteration 53Q (118500.600000 sec): 3 clusters
  Score: Raw -2428862.846810 + Penalty 3243.359788 = -2425619.487023
  nChanged 2
		SP:Iteration 54Q (118500.840000 sec): 3 clusters
  Score: Raw -2428862.994266 + Penalty 3243.359788 = -2425619.634479
  nChanged 1
		SP:Iteration 55Q (118501.120000 sec): 3 clusters
  Score: Raw -2428863.122090 + Penalty 3243.359788 = -2425619.762303
  nChanged 1
		SP:Iteration 56Q (118501.410000 sec): 3 clusters
  Score: Raw -2428863.206326 + Penalty 3243.359788 = -2425619.846539
  nChanged 0
		SP:Iteration 57F (118501.700000 sec): 3 clusters
  Score: Raw -2428863.206326 + Penalty 3243.359788 = -2425619.846539
  nChanged 0
  Score: Raw -118769280.101829 + Penalty 141773.111118 = -118627506.990711

Splitting cluster 29 changes total score from -118550550.726676 to -118627506.990711

 So it's getting split into cluster 63.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 30 (40879 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (118694.320000 sec): 2 clusters
  Score: Raw -5129502.544963 + Penalty 1725.485411 = -5127777.059552
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (118694.720000 sec): 3 clusters
  Score: Raw -5104069.796737 + Penalty 3450.970823 = -5100618.825915
  nChanged 19027
		SP:Iteration 1F (118695.100000 sec): 3 clusters
  Score: Raw -5115493.346959 + Penalty 3450.970823 = -5112042.376136
  nChanged 2453
		SP:Iteration 2F (118695.530000 sec): 3 clusters
  Score: Raw -5116985.207065 + Penalty 3450.970823 = -5113534.236242
  nChanged 3034
		SP:Iteration 3F (118695.940000 sec): 3 clusters
  Score: Raw -5119365.063023 + Penalty 3450.970823 = -5115914.092200
  nChanged 3482
		SP:Iteration 4F (118696.330000 sec): 3 clusters
  Score: Raw -5122183.193937 + Penalty 3450.970823 = -5118732.223114
  nChanged 3246
		SP:Iteration 5F (118696.760000 sec): 3 clusters
  Score: Raw -5124374.442819 + Penalty 3450.970823 = -5120923.471996
  nChanged 2360
		SP:Iteration 6F (118697.160000 sec): 3 clusters
  Score: Raw -5125547.813926 + Penalty 3450.970823 = -5122096.843103
  nChanged 1652
		SP:Iteration 7Q (118697.540000 sec): 3 clusters
  Score: Raw -5126161.834597 + Penalty 3450.970823 = -5122710.863774
  nChanged 1196
		SP:Iteration 8Q (118697.920000 sec): 3 clusters
  Score: Raw -5126535.965283 + Penalty 3450.970823 = -5123084.994460
  nChanged 879
		SP:Iteration 9Q (118698.410000 sec): 3 clusters
  Score: Raw -5126788.918862 + Penalty 3450.970823 = -5123337.948039
  nChanged 766
		SP:Iteration 10Q (118698.830000 sec): 3 clusters
  Score: Raw -5127009.172112 + Penalty 3450.970823 = -5123558.201289
  nChanged 735
		SP:Iteration 11Q (118699.240000 sec): 3 clusters
  Score: Raw -5127226.191179 + Penalty 3450.970823 = -5123775.220356
  nChanged 749
		SP:Iteration 12Q (118699.620000 sec): 3 clusters
  Score: Raw -5127442.242181 + Penalty 3450.970823 = -5123991.271358
  nChanged 787
		SP:Iteration 13Q (118700.000000 sec): 3 clusters
  Score: Raw -5127663.377368 + Penalty 3450.970823 = -5124212.406545
  nChanged 820
		SP:Iteration 14Q (118700.370000 sec): 3 clusters
  Score: Raw -5127888.469654 + Penalty 3450.970823 = -5124437.498831
  nChanged 818
		SP:Iteration 15Q (118700.750000 sec): 3 clusters
  Score: Raw -5128105.749504 + Penalty 3450.970823 = -5124654.778681
  nChanged 838
		SP:Iteration 16Q (118701.170000 sec): 3 clusters
  Score: Raw -5128333.804199 + Penalty 3450.970823 = -5124882.833377
  nChanged 880
		SP:Iteration 17Q (118701.570000 sec): 3 clusters
  Score: Raw -5128571.407829 + Penalty 3450.970823 = -5125120.437006
  nChanged 850
		SP:Iteration 18Q (118701.960000 sec): 3 clusters
  Score: Raw -5128790.265966 + Penalty 3450.970823 = -5125339.295143
  nChanged 804
		SP:Iteration 19Q (118702.330000 sec): 3 clusters
  Score: Raw -5128987.386923 + Penalty 3450.970823 = -5125536.416100
  nChanged 774
		SP:Iteration 20F (118702.710000 sec): 3 clusters
  Score: Raw -5129173.962226 + Penalty 3450.970823 = -5125722.991403
  nChanged 766
		SP:Iteration 21Q (118703.080000 sec): 3 clusters
  Score: Raw -5129358.228509 + Penalty 3450.970823 = -5125907.257686
  nChanged 713
		SP:Iteration 22Q (118703.440000 sec): 3 clusters
  Score: Raw -5129526.980713 + Penalty 3450.970823 = -5126076.009890
  nChanged 700
		SP:Iteration 23Q (118703.810000 sec): 3 clusters
  Score: Raw -5129695.963863 + Penalty 3450.970823 = -5126244.993040
  nChanged 683
		SP:Iteration 24Q (118704.170000 sec): 3 clusters
  Score: Raw -5129862.604995 + Penalty 3450.970823 = -5126411.634172
  nChanged 585
		SP:Iteration 25Q (118704.540000 sec): 3 clusters
  Score: Raw -5129998.347687 + Penalty 3450.970823 = -5126547.376864
  nChanged 560
		SP:Iteration 26Q (118704.900000 sec): 3 clusters
  Score: Raw -5130131.233395 + Penalty 3450.970823 = -5126680.262573
  nChanged 509
		SP:Iteration 27Q (118705.260000 sec): 3 clusters
  Score: Raw -5130242.758059 + Penalty 3450.970823 = -5126791.787236
  nChanged 432
		SP:Iteration 28Q (118705.640000 sec): 3 clusters
  Score: Raw -5130330.067606 + Penalty 3450.970823 = -5126879.096783
  nChanged 371
		SP:Iteration 29Q (118706.000000 sec): 3 clusters
  Score: Raw -5130395.028481 + Penalty 3450.970823 = -5126944.057658
  nChanged 326
		SP:Iteration 30Q (118706.360000 sec): 3 clusters
  Score: Raw -5130448.309244 + Penalty 3450.970823 = -5126997.338421
  nChanged 282
		SP:Iteration 31Q (118706.710000 sec): 3 clusters
  Score: Raw -5130494.658142 + Penalty 3450.970823 = -5127043.687319
  nChanged 265
		SP:Iteration 32Q (118707.090000 sec): 3 clusters
  Score: Raw -5130537.508290 + Penalty 3450.970823 = -5127086.537467
  nChanged 243
		SP:Iteration 33Q (118707.470000 sec): 3 clusters
  Score: Raw -5130573.936335 + Penalty 3450.970823 = -5127122.965513
  nChanged 219
		SP:Iteration 34Q (118707.820000 sec): 3 clusters
  Score: Raw -5130606.418892 + Penalty 3450.970823 = -5127155.448070
  nChanged 183
		SP:Iteration 35Q (118708.200000 sec): 3 clusters
  Score: Raw -5130635.631090 + Penalty 3450.970823 = -5127184.660267
  nChanged 181
		SP:Iteration 36Q (118708.550000 sec): 3 clusters
  Score: Raw -5130662.218626 + Penalty 3450.970823 = -5127211.247803
  nChanged 144
		SP:Iteration 37Q (118708.930000 sec): 3 clusters
  Score: Raw -5130682.644680 + Penalty 3450.970823 = -5127231.673857
  nChanged 127
		SP:Iteration 38Q (118709.290000 sec): 3 clusters
  Score: Raw -5130699.301172 + Penalty 3450.970823 = -5127248.330349
  nChanged 118
		SP:Iteration 39Q (118709.640000 sec): 3 clusters
  Score: Raw -5130712.881684 + Penalty 3450.970823 = -5127261.910861
  nChanged 92
		SP:Iteration 40F (118710.050000 sec): 3 clusters
  Score: Raw -5130724.707228 + Penalty 3450.970823 = -5127273.736405
  nChanged 101
		SP:Iteration 41Q (118710.400000 sec): 3 clusters
  Score: Raw -5130737.435167 + Penalty 3450.970823 = -5127286.464344
  nChanged 97
		SP:Iteration 42Q (118710.750000 sec): 3 clusters
  Score: Raw -5130750.214892 + Penalty 3450.970823 = -5127299.244069
  nChanged 81
		SP:Iteration 43Q (118711.110000 sec): 3 clusters
  Score: Raw -5130760.040324 + Penalty 3450.970823 = -5127309.069501
  nChanged 73
		SP:Iteration 44Q (118711.480000 sec): 3 clusters
  Score: Raw -5130768.454736 + Penalty 3450.970823 = -5127317.483913
  nChanged 77
		SP:Iteration 45Q (118711.830000 sec): 3 clusters
  Score: Raw -5130776.640242 + Penalty 3450.970823 = -5127325.669419
  nChanged 57
		SP:Iteration 46Q (118712.210000 sec): 3 clusters
  Score: Raw -5130782.326381 + Penalty 3450.970823 = -5127331.355558
  nChanged 45
		SP:Iteration 47Q (118712.580000 sec): 3 clusters
  Score: Raw -5130786.751980 + Penalty 3450.970823 = -5127335.781158
  nChanged 45
		SP:Iteration 48Q (118712.940000 sec): 3 clusters
  Score: Raw -5130790.632332 + Penalty 3450.970823 = -5127339.661510
  nChanged 38
		SP:Iteration 49Q (118713.310000 sec): 3 clusters
  Score: Raw -5130793.945281 + Penalty 3450.970823 = -5127342.974458
  nChanged 33
		SP:Iteration 50Q (118713.670000 sec): 3 clusters
  Score: Raw -5130796.986689 + Penalty 3450.970823 = -5127346.015866
  nChanged 38
		SP:Iteration 51Q (118714.040000 sec): 3 clusters
  Score: Raw -5130800.516393 + Penalty 3450.970823 = -5127349.545570
  nChanged 33
		SP:Iteration 52Q (118714.390000 sec): 3 clusters
  Score: Raw -5130803.319497 + Penalty 3450.970823 = -5127352.348674
  nChanged 29
		SP:Iteration 53Q (118714.760000 sec): 3 clusters
  Score: Raw -5130805.733217 + Penalty 3450.970823 = -5127354.762394
  nChanged 27
		SP:Iteration 54Q (118715.130000 sec): 3 clusters
  Score: Raw -5130807.986196 + Penalty 3450.970823 = -5127357.015373
  nChanged 17
		SP:Iteration 55Q (118715.510000 sec): 3 clusters
  Score: Raw -5130809.483799 + Penalty 3450.970823 = -5127358.512976
  nChanged 21
		SP:Iteration 56Q (118715.860000 sec): 3 clusters
  Score: Raw -5130811.456948 + Penalty 3450.970823 = -5127360.486125
  nChanged 22
		SP:Iteration 57Q (118716.230000 sec): 3 clusters
  Score: Raw -5130813.241077 + Penalty 3450.970823 = -5127362.270254
  nChanged 15
		SP:Iteration 58Q (118716.610000 sec): 3 clusters
  Score: Raw -5130814.488437 + Penalty 3450.970823 = -5127363.517614
  nChanged 14
		SP:Iteration 59Q (118716.980000 sec): 3 clusters
  Score: Raw -5130815.869661 + Penalty 3450.970823 = -5127364.898838
  nChanged 15
		SP:Iteration 60F (118717.360000 sec): 3 clusters
  Score: Raw -5130817.043802 + Penalty 3450.970823 = -5127366.072979
  nChanged 14
		SP:Iteration 61Q (118717.710000 sec): 3 clusters
  Score: Raw -5130818.423348 + Penalty 3450.970823 = -5127367.452525
  nChanged 16
		SP:Iteration 62Q (118718.060000 sec): 3 clusters
  Score: Raw -5130819.847518 + Penalty 3450.970823 = -5127368.876696
  nChanged 21
		SP:Iteration 63Q (118718.430000 sec): 3 clusters
  Score: Raw -5130821.243564 + Penalty 3450.970823 = -5127370.272741
  nChanged 10
		SP:Iteration 64Q (118718.800000 sec): 3 clusters
  Score: Raw -5130821.869973 + Penalty 3450.970823 = -5127370.899150
  nChanged 8
		SP:Iteration 65Q (118719.180000 sec): 3 clusters
  Score: Raw -5130822.408843 + Penalty 3450.970823 = -5127371.438020
  nChanged 4
		SP:Iteration 66Q (118719.530000 sec): 3 clusters
  Score: Raw -5130822.660043 + Penalty 3450.970823 = -5127371.689220
  nChanged 2
		SP:Iteration 67Q (118719.900000 sec): 3 clusters
  Score: Raw -5130822.789135 + Penalty 3450.970823 = -5127371.818312
  nChanged 2
		SP:Iteration 68Q (118720.270000 sec): 3 clusters
  Score: Raw -5130822.894287 + Penalty 3450.970823 = -5127371.923464
  nChanged 2
		SP:Iteration 69Q (118720.630000 sec): 3 clusters
  Score: Raw -5130822.984154 + Penalty 3450.970823 = -5127372.013331
  nChanged 3
		SP:Iteration 70Q (118721.010000 sec): 3 clusters
  Score: Raw -5130823.163284 + Penalty 3450.970823 = -5127372.192461
  nChanged 4
		SP:Iteration 71Q (118721.360000 sec): 3 clusters
  Score: Raw -5130823.458036 + Penalty 3450.970823 = -5127372.487213
  nChanged 7
		SP:Iteration 72Q (118721.730000 sec): 3 clusters
  Score: Raw -5130823.877025 + Penalty 3450.970823 = -5127372.906202
  nChanged 3
		SP:Iteration 73Q (118722.100000 sec): 3 clusters
  Score: Raw -5130824.055003 + Penalty 3450.970823 = -5127373.084180
  nChanged 2
		SP:Iteration 74Q (118722.460000 sec): 3 clusters
  Score: Raw -5130824.192100 + Penalty 3450.970823 = -5127373.221277
  nChanged 2
		SP:Iteration 75Q (118722.830000 sec): 3 clusters
  Score: Raw -5130824.295138 + Penalty 3450.970823 = -5127373.324315
  nChanged 1
		SP:Iteration 76Q (118723.190000 sec): 3 clusters
  Score: Raw -5130824.372218 + Penalty 3450.970823 = -5127373.401395
  nChanged 1
		SP:Iteration 77Q (118723.560000 sec): 3 clusters
  Score: Raw -5130824.429241 + Penalty 3450.970823 = -5127373.458418
  nChanged 0
		SP:Iteration 78F (118723.970000 sec): 3 clusters
  Score: Raw -5130824.429241 + Penalty 3450.970823 = -5127373.458418
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 31 (25155 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (118724.160000 sec): 2 clusters
  Score: Raw -2978354.305252 + Penalty 1646.581944 = -2976707.723308
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (118724.450000 sec): 3 clusters
  Score: Raw -2963186.010623 + Penalty 3293.163888 = -2959892.846735
  nChanged 11596
		SP:Iteration 1F (118724.720000 sec): 3 clusters
  Score: Raw -2970856.138702 + Penalty 3293.163888 = -2967562.974814
  nChanged 2317
		SP:Iteration 2F (118725.030000 sec): 3 clusters
  Score: Raw -2973185.736100 + Penalty 3293.163888 = -2969892.572212
  nChanged 2764
		SP:Iteration 3F (118725.310000 sec): 3 clusters
  Score: Raw -2976830.400979 + Penalty 3293.163888 = -2973537.237092
  nChanged 2998
		SP:Iteration 4F (118725.580000 sec): 3 clusters
  Score: Raw -2981215.600937 + Penalty 3293.163888 = -2977922.437049
  nChanged 2416
		SP:Iteration 5F (118725.890000 sec): 3 clusters
  Score: Raw -2984075.682497 + Penalty 3293.163888 = -2980782.518609
  nChanged 1476
		SP:Iteration 6F (118726.170000 sec): 3 clusters
  Score: Raw -2985434.762253 + Penalty 3293.163888 = -2982141.598366
  nChanged 944
		SP:Iteration 7Q (118726.430000 sec): 3 clusters
  Score: Raw -2986047.952265 + Penalty 3293.163888 = -2982754.788377
  nChanged 640
		SP:Iteration 8Q (118726.740000 sec): 3 clusters
  Score: Raw -2986358.705159 + Penalty 3293.163888 = -2983065.541271
  nChanged 462
		SP:Iteration 9Q (118727.020000 sec): 3 clusters
  Score: Raw -2986541.016239 + Penalty 3293.163888 = -2983247.852351
  nChanged 346
		SP:Iteration 10Q (118727.280000 sec): 3 clusters
  Score: Raw -2986650.822596 + Penalty 3293.163888 = -2983357.658708
  nChanged 287
		SP:Iteration 11Q (118727.530000 sec): 3 clusters
  Score: Raw -2986723.394387 + Penalty 3293.163888 = -2983430.230499
  nChanged 229
		SP:Iteration 12Q (118727.790000 sec): 3 clusters
  Score: Raw -2986778.359387 + Penalty 3293.163888 = -2983485.195499
  nChanged 226
		SP:Iteration 13Q (118728.080000 sec): 3 clusters
  Score: Raw -2986831.371877 + Penalty 3293.163888 = -2983538.207989
  nChanged 200
		SP:Iteration 14Q (118728.360000 sec): 3 clusters
  Score: Raw -2986875.503580 + Penalty 3293.163888 = -2983582.339692
  nChanged 184
		SP:Iteration 15Q (118728.620000 sec): 3 clusters
  Score: Raw -2986912.872175 + Penalty 3293.163888 = -2983619.708287
  nChanged 163
		SP:Iteration 16Q (118728.880000 sec): 3 clusters
  Score: Raw -2986942.389694 + Penalty 3293.163888 = -2983649.225806
  nChanged 153
		SP:Iteration 17Q (118729.140000 sec): 3 clusters
  Score: Raw -2986968.372468 + Penalty 3293.163888 = -2983675.208580
  nChanged 145
		SP:Iteration 18Q (118729.440000 sec): 3 clusters
  Score: Raw -2986992.671573 + Penalty 3293.163888 = -2983699.507685
  nChanged 122
		SP:Iteration 19Q (118729.710000 sec): 3 clusters
  Score: Raw -2987013.125303 + Penalty 3293.163888 = -2983719.961415
  nChanged 124
		SP:Iteration 20F (118729.970000 sec): 3 clusters
  Score: Raw -2987039.332469 + Penalty 3293.163888 = -2983746.168581
  nChanged 116
		SP:Iteration 21Q (118730.220000 sec): 3 clusters
  Score: Raw -2987064.994700 + Penalty 3293.163888 = -2983771.830812
  nChanged 125
		SP:Iteration 22Q (118730.480000 sec): 3 clusters
  Score: Raw -2987089.208005 + Penalty 3293.163888 = -2983796.044117
  nChanged 124
		SP:Iteration 23Q (118730.760000 sec): 3 clusters
  Score: Raw -2987109.741337 + Penalty 3293.163888 = -2983816.577449
  nChanged 112
		SP:Iteration 24Q (118731.040000 sec): 3 clusters
  Score: Raw -2987126.846429 + Penalty 3293.163888 = -2983833.682541
  nChanged 103
		SP:Iteration 25Q (118731.320000 sec): 3 clusters
  Score: Raw -2987147.495070 + Penalty 3293.163888 = -2983854.331182
  nChanged 110
		SP:Iteration 26Q (118731.570000 sec): 3 clusters
  Score: Raw -2987177.613357 + Penalty 3293.163888 = -2983884.449469
  nChanged 118
		SP:Iteration 27Q (118731.820000 sec): 3 clusters
  Score: Raw -2987218.113775 + Penalty 3293.163888 = -2983924.949887
  nChanged 143
		SP:Iteration 28Q (118732.120000 sec): 3 clusters
  Score: Raw -2987266.412376 + Penalty 3293.163888 = -2983973.248488
  nChanged 147
		SP:Iteration 29Q (118732.400000 sec): 3 clusters
  Score: Raw -2987317.595370 + Penalty 3293.163888 = -2984024.431482
  nChanged 154
		SP:Iteration 30Q (118732.660000 sec): 3 clusters
  Score: Raw -2987357.856860 + Penalty 3293.163888 = -2984064.692972
  nChanged 139
		SP:Iteration 31Q (118732.910000 sec): 3 clusters
  Score: Raw -2987385.692276 + Penalty 3293.163888 = -2984092.528389
  nChanged 129
		SP:Iteration 32Q (118733.180000 sec): 3 clusters
  Score: Raw -2987410.271096 + Penalty 3293.163888 = -2984117.107208
  nChanged 126
		SP:Iteration 33Q (118733.480000 sec): 3 clusters
  Score: Raw -2987431.268822 + Penalty 3293.163888 = -2984138.104934
  nChanged 89
		SP:Iteration 34Q (118733.760000 sec): 3 clusters
  Score: Raw -2987442.450167 + Penalty 3293.163888 = -2984149.286279
  nChanged 75
		SP:Iteration 35Q (118734.010000 sec): 3 clusters
  Score: Raw -2987453.382745 + Penalty 3293.163888 = -2984160.218857
  nChanged 84
		SP:Iteration 36Q (118734.290000 sec): 3 clusters
  Score: Raw -2987465.925918 + Penalty 3293.163888 = -2984172.762030
  nChanged 76
		SP:Iteration 37Q (118734.590000 sec): 3 clusters
  Score: Raw -2987476.047570 + Penalty 3293.163888 = -2984182.883682
  nChanged 79
		SP:Iteration 38Q (118734.870000 sec): 3 clusters
  Score: Raw -2987486.066116 + Penalty 3293.163888 = -2984192.902228
  nChanged 77
		SP:Iteration 39Q (118735.120000 sec): 3 clusters
  Score: Raw -2987492.969738 + Penalty 3293.163888 = -2984199.805850
  nChanged 65
		SP:Iteration 40F (118735.430000 sec): 3 clusters
  Score: Raw -2987498.455799 + Penalty 3293.163888 = -2984205.291911
  nChanged 48
		SP:Iteration 41Q (118735.700000 sec): 3 clusters
  Score: Raw -2987502.673825 + Penalty 3293.163888 = -2984209.509937
  nChanged 47
		SP:Iteration 42Q (118735.950000 sec): 3 clusters
  Score: Raw -2987507.092702 + Penalty 3293.163888 = -2984213.928814
  nChanged 33
		SP:Iteration 43Q (118736.210000 sec): 3 clusters
  Score: Raw -2987509.345092 + Penalty 3293.163888 = -2984216.181204
  nChanged 29
		SP:Iteration 44Q (118736.460000 sec): 3 clusters
  Score: Raw -2987511.138617 + Penalty 3293.163888 = -2984217.974729
  nChanged 21
		SP:Iteration 45Q (118736.760000 sec): 3 clusters
  Score: Raw -2987512.443052 + Penalty 3293.163888 = -2984219.279164
  nChanged 17
		SP:Iteration 46Q (118737.040000 sec): 3 clusters
  Score: Raw -2987513.553693 + Penalty 3293.163888 = -2984220.389805
  nChanged 14
		SP:Iteration 47Q (118737.290000 sec): 3 clusters
  Score: Raw -2987514.382042 + Penalty 3293.163888 = -2984221.218154
  nChanged 11
		SP:Iteration 48Q (118737.540000 sec): 3 clusters
  Score: Raw -2987514.864962 + Penalty 3293.163888 = -2984221.701074
  nChanged 7
		SP:Iteration 49Q (118737.820000 sec): 3 clusters
  Score: Raw -2987515.191185 + Penalty 3293.163888 = -2984222.027297
  nChanged 6
		SP:Iteration 50Q (118738.120000 sec): 3 clusters
  Score: Raw -2987515.462207 + Penalty 3293.163888 = -2984222.298319
  nChanged 5
		SP:Iteration 51Q (118738.390000 sec): 3 clusters
  Score: Raw -2987515.716417 + Penalty 3293.163888 = -2984222.552529
  nChanged 8
		SP:Iteration 52Q (118738.650000 sec): 3 clusters
  Score: Raw -2987516.073623 + Penalty 3293.163888 = -2984222.909735
  nChanged 7
		SP:Iteration 53Q (118738.900000 sec): 3 clusters
  Score: Raw -2987516.351375 + Penalty 3293.163888 = -2984223.187488
  nChanged 5
		SP:Iteration 54Q (118739.190000 sec): 3 clusters
  Score: Raw -2987516.574144 + Penalty 3293.163888 = -2984223.410256
  nChanged 5
		SP:Iteration 55Q (118739.460000 sec): 3 clusters
  Score: Raw -2987516.827123 + Penalty 3293.163888 = -2984223.663235
  nChanged 3
		SP:Iteration 56Q (118739.740000 sec): 3 clusters
  Score: Raw -2987517.005160 + Penalty 3293.163888 = -2984223.841272
  nChanged 3
		SP:Iteration 57Q (118739.990000 sec): 3 clusters
  Score: Raw -2987517.192581 + Penalty 3293.163888 = -2984224.028693
  nChanged 3
		SP:Iteration 58Q (118740.300000 sec): 3 clusters
  Score: Raw -2987517.326560 + Penalty 3293.163888 = -2984224.162672
  nChanged 3
		SP:Iteration 59Q (118740.580000 sec): 3 clusters
  Score: Raw -2987517.440436 + Penalty 3293.163888 = -2984224.276548
  nChanged 1
		SP:Iteration 60F (118740.840000 sec): 3 clusters
  Score: Raw -2987517.489664 + Penalty 3293.163888 = -2984224.325776
  nChanged 3
		SP:Iteration 61Q (118741.090000 sec): 3 clusters
  Score: Raw -2987517.581463 + Penalty 3293.163888 = -2984224.417575
  nChanged 0
		SP:Iteration 62F (118741.350000 sec): 3 clusters
  Score: Raw -2987517.581463 + Penalty 3293.163888 = -2984224.417575
  nChanged 0
  Score: Raw -118778443.378040 + Penalty 144023.477961 = -118634419.900079

Splitting cluster 31 changes total score from -118550550.726676 to -118634419.900079

 So it's getting split into cluster 64.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 32 (28230 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (118937.170000 sec): 2 clusters
  Score: Raw -3467951.703361 + Penalty 1665.322835 = -3466286.380526
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (118937.470000 sec): 3 clusters
  Score: Raw -3450710.280830 + Penalty 3330.645669 = -3447379.635161
  nChanged 12966
		SP:Iteration 1F (118937.800000 sec): 3 clusters
  Score: Raw -3459771.770063 + Penalty 3330.645669 = -3456441.124393
  nChanged 2619
		SP:Iteration 2F (118938.140000 sec): 3 clusters
  Score: Raw -3462486.090106 + Penalty 3330.645669 = -3459155.444437
  nChanged 2565
		SP:Iteration 3F (118938.470000 sec): 3 clusters
  Score: Raw -3464811.974009 + Penalty 3330.645669 = -3461481.328339
  nChanged 2239
		SP:Iteration 4F (118938.760000 sec): 3 clusters
  Score: Raw -3466504.475074 + Penalty 3330.645669 = -3463173.829405
  nChanged 1697
		SP:Iteration 5F (118939.070000 sec): 3 clusters
  Score: Raw -3467529.730016 + Penalty 3330.645669 = -3464199.084347
  nChanged 1237
		SP:Iteration 6Q (118939.400000 sec): 3 clusters
  Score: Raw -3468118.059595 + Penalty 3330.645669 = -3464787.413925
  nChanged 900
		SP:Iteration 7Q (118939.720000 sec): 3 clusters
  Score: Raw -3468474.163050 + Penalty 3330.645669 = -3465143.517380
  nChanged 718
		SP:Iteration 8Q (118940.010000 sec): 3 clusters
  Score: Raw -3468738.674509 + Penalty 3330.645669 = -3465408.028840
  nChanged 680
		SP:Iteration 9Q (118940.310000 sec): 3 clusters
  Score: Raw -3468992.815755 + Penalty 3330.645669 = -3465662.170086
  nChanged 665
		SP:Iteration 10Q (118940.620000 sec): 3 clusters
  Score: Raw -3469224.791526 + Penalty 3330.645669 = -3465894.145856
  nChanged 657
		SP:Iteration 11Q (118940.900000 sec): 3 clusters
  Score: Raw -3469435.057558 + Penalty 3330.645669 = -3466104.411889
  nChanged 611
		SP:Iteration 12Q (118941.230000 sec): 3 clusters
  Score: Raw -3469606.568174 + Penalty 3330.645669 = -3466275.922504
  nChanged 572
		SP:Iteration 13Q (118941.550000 sec): 3 clusters
  Score: Raw -3469759.382049 + Penalty 3330.645669 = -3466428.736380
  nChanged 506
		SP:Iteration 14Q (118941.830000 sec): 3 clusters
  Score: Raw -3469888.074760 + Penalty 3330.645669 = -3466557.429091
  nChanged 448
		SP:Iteration 15Q (118942.110000 sec): 3 clusters
  Score: Raw -3469987.463911 + Penalty 3330.645669 = -3466656.818242
  nChanged 412
		SP:Iteration 16Q (118942.390000 sec): 3 clusters
  Score: Raw -3470072.295090 + Penalty 3330.645669 = -3466741.649420
  nChanged 355
		SP:Iteration 17Q (118942.680000 sec): 3 clusters
  Score: Raw -3470150.368857 + Penalty 3330.645669 = -3466819.723188
  nChanged 353
		SP:Iteration 18Q (118942.950000 sec): 3 clusters
  Score: Raw -3470226.739978 + Penalty 3330.645669 = -3466896.094308
  nChanged 334
		SP:Iteration 19Q (118943.250000 sec): 3 clusters
  Score: Raw -3470291.407765 + Penalty 3330.645669 = -3466960.762095
  nChanged 299
		SP:Iteration 20F (118943.590000 sec): 3 clusters
  Score: Raw -3470348.975199 + Penalty 3330.645669 = -3467018.329530
  nChanged 268
		SP:Iteration 21Q (118943.860000 sec): 3 clusters
  Score: Raw -3470396.923113 + Penalty 3330.645669 = -3467066.277444
  nChanged 228
		SP:Iteration 22Q (118944.150000 sec): 3 clusters
  Score: Raw -3470434.677128 + Penalty 3330.645669 = -3467104.031458
  nChanged 234
		SP:Iteration 23Q (118944.470000 sec): 3 clusters
  Score: Raw -3470472.787016 + Penalty 3330.645669 = -3467142.141347
  nChanged 190
		SP:Iteration 24Q (118944.740000 sec): 3 clusters
  Score: Raw -3470499.233580 + Penalty 3330.645669 = -3467168.587911
  nChanged 162
		SP:Iteration 25Q (118945.060000 sec): 3 clusters
  Score: Raw -3470521.876119 + Penalty 3330.645669 = -3467191.230450
  nChanged 156
		SP:Iteration 26Q (118945.380000 sec): 3 clusters
  Score: Raw -3470542.203069 + Penalty 3330.645669 = -3467211.557400
  nChanged 136
		SP:Iteration 27Q (118945.650000 sec): 3 clusters
  Score: Raw -3470558.249252 + Penalty 3330.645669 = -3467227.603582
  nChanged 133
		SP:Iteration 28Q (118945.970000 sec): 3 clusters
  Score: Raw -3470574.830323 + Penalty 3330.645669 = -3467244.184654
  nChanged 122
		SP:Iteration 29Q (118946.290000 sec): 3 clusters
  Score: Raw -3470589.812239 + Penalty 3330.645669 = -3467259.166570
  nChanged 117
		SP:Iteration 30Q (118946.550000 sec): 3 clusters
  Score: Raw -3470602.111074 + Penalty 3330.645669 = -3467271.465405
  nChanged 93
		SP:Iteration 31Q (118946.870000 sec): 3 clusters
  Score: Raw -3470612.910055 + Penalty 3330.645669 = -3467282.264386
  nChanged 103
		SP:Iteration 32Q (118947.180000 sec): 3 clusters
  Score: Raw -3470624.967610 + Penalty 3330.645669 = -3467294.321941
  nChanged 100
		SP:Iteration 33Q (118947.450000 sec): 3 clusters
  Score: Raw -3470636.734030 + Penalty 3330.645669 = -3467306.088361
  nChanged 99
		SP:Iteration 34Q (118947.770000 sec): 3 clusters
  Score: Raw -3470646.188380 + Penalty 3330.645669 = -3467315.542710
  nChanged 77
		SP:Iteration 35Q (118948.040000 sec): 3 clusters
  Score: Raw -3470653.070725 + Penalty 3330.645669 = -3467322.425056
  nChanged 81
		SP:Iteration 36Q (118948.330000 sec): 3 clusters
  Score: Raw -3470660.321018 + Penalty 3330.645669 = -3467329.675349
  nChanged 79
		SP:Iteration 37Q (118948.600000 sec): 3 clusters
  Score: Raw -3470668.441666 + Penalty 3330.645669 = -3467337.795997
  nChanged 86
		SP:Iteration 38Q (118948.900000 sec): 3 clusters
  Score: Raw -3470677.086433 + Penalty 3330.645669 = -3467346.440764
  nChanged 74
		SP:Iteration 39Q (118949.200000 sec): 3 clusters
  Score: Raw -3470684.816150 + Penalty 3330.645669 = -3467354.170481
  nChanged 72
		SP:Iteration 40F (118949.490000 sec): 3 clusters
  Score: Raw -3470692.313676 + Penalty 3330.645669 = -3467361.668006
  nChanged 70
		SP:Iteration 41Q (118949.810000 sec): 3 clusters
  Score: Raw -3470698.637133 + Penalty 3330.645669 = -3467367.991463
  nChanged 65
		SP:Iteration 42Q (118950.110000 sec): 3 clusters
  Score: Raw -3470704.675420 + Penalty 3330.645669 = -3467374.029751
  nChanged 52
		SP:Iteration 43Q (118950.390000 sec): 3 clusters
  Score: Raw -3470708.825194 + Penalty 3330.645669 = -3467378.179524
  nChanged 41
		SP:Iteration 44Q (118950.700000 sec): 3 clusters
  Score: Raw -3470711.557066 + Penalty 3330.645669 = -3467380.911396
  nChanged 38
		SP:Iteration 45Q (118950.970000 sec): 3 clusters
  Score: Raw -3470714.535234 + Penalty 3330.645669 = -3467383.889564
  nChanged 40
		SP:Iteration 46Q (118951.270000 sec): 3 clusters
  Score: Raw -3470716.922362 + Penalty 3330.645669 = -3467386.276692
  nChanged 34
		SP:Iteration 47Q (118951.570000 sec): 3 clusters
  Score: Raw -3470718.918421 + Penalty 3330.645669 = -3467388.272752
  nChanged 29
		SP:Iteration 48Q (118951.850000 sec): 3 clusters
  Score: Raw -3470720.873249 + Penalty 3330.645669 = -3467390.227580
  nChanged 24
		SP:Iteration 49Q (118952.160000 sec): 3 clusters
  Score: Raw -3470722.616803 + Penalty 3330.645669 = -3467391.971133
  nChanged 33
		SP:Iteration 50Q (118952.430000 sec): 3 clusters
  Score: Raw -3470724.929587 + Penalty 3330.645669 = -3467394.283918
  nChanged 21
		SP:Iteration 51Q (118952.730000 sec): 3 clusters
  Score: Raw -3470726.125288 + Penalty 3330.645669 = -3467395.479619
  nChanged 23
		SP:Iteration 52Q (118953.000000 sec): 3 clusters
  Score: Raw -3470727.916381 + Penalty 3330.645669 = -3467397.270712
  nChanged 21
		SP:Iteration 53Q (118953.290000 sec): 3 clusters
  Score: Raw -3470729.063273 + Penalty 3330.645669 = -3467398.417604
  nChanged 20
		SP:Iteration 54Q (118953.560000 sec): 3 clusters
  Score: Raw -3470730.254395 + Penalty 3330.645669 = -3467399.608726
  nChanged 21
		SP:Iteration 55Q (118953.850000 sec): 3 clusters
  Score: Raw -3470731.838280 + Penalty 3330.645669 = -3467401.192610
  nChanged 21
		SP:Iteration 56Q (118954.160000 sec): 3 clusters
  Score: Raw -3470733.381991 + Penalty 3330.645669 = -3467402.736321
  nChanged 23
		SP:Iteration 57Q (118954.430000 sec): 3 clusters
  Score: Raw -3470734.872654 + Penalty 3330.645669 = -3467404.226985
  nChanged 25
		SP:Iteration 58Q (118954.740000 sec): 3 clusters
  Score: Raw -3470736.618417 + Penalty 3330.645669 = -3467405.972747
  nChanged 23
		SP:Iteration 59Q (118955.020000 sec): 3 clusters
  Score: Raw -3470738.070123 + Penalty 3330.645669 = -3467407.424454
  nChanged 19
		SP:Iteration 60F (118955.350000 sec): 3 clusters
  Score: Raw -3470739.266797 + Penalty 3330.645669 = -3467408.621128
  nChanged 21
		SP:Iteration 61Q (118955.660000 sec): 3 clusters
  Score: Raw -3470740.332069 + Penalty 3330.645669 = -3467409.686400
  nChanged 21
		SP:Iteration 62Q (118955.930000 sec): 3 clusters
  Score: Raw -3470741.600620 + Penalty 3330.645669 = -3467410.954951
  nChanged 17
		SP:Iteration 63Q (118956.220000 sec): 3 clusters
  Score: Raw -3470742.534434 + Penalty 3330.645669 = -3467411.888765
  nChanged 6
		SP:Iteration 64Q (118956.500000 sec): 3 clusters
  Score: Raw -3470742.874832 + Penalty 3330.645669 = -3467412.229162
  nChanged 7
		SP:Iteration 65Q (118956.790000 sec): 3 clusters
  Score: Raw -3470743.334682 + Penalty 3330.645669 = -3467412.689013
  nChanged 8
		SP:Iteration 66Q (118957.110000 sec): 3 clusters
  Score: Raw -3470743.820413 + Penalty 3330.645669 = -3467413.174744
  nChanged 16
		SP:Iteration 67Q (118957.380000 sec): 3 clusters
  Score: Raw -3470744.655317 + Penalty 3330.645669 = -3467414.009648
  nChanged 14
		SP:Iteration 68Q (118957.700000 sec): 3 clusters
  Score: Raw -3470745.508133 + Penalty 3330.645669 = -3467414.862464
  nChanged 14
		SP:Iteration 69Q (118958.010000 sec): 3 clusters
  Score: Raw -3470746.353876 + Penalty 3330.645669 = -3467415.708207
  nChanged 12
		SP:Iteration 70Q (118958.270000 sec): 3 clusters
  Score: Raw -3470747.098588 + Penalty 3330.645669 = -3467416.452919
  nChanged 13
		SP:Iteration 71Q (118958.590000 sec): 3 clusters
  Score: Raw -3470747.841540 + Penalty 3330.645669 = -3467417.195871
  nChanged 11
		SP:Iteration 72Q (118958.860000 sec): 3 clusters
  Score: Raw -3470748.520436 + Penalty 3330.645669 = -3467417.874767
  nChanged 7
		SP:Iteration 73Q (118959.170000 sec): 3 clusters
  Score: Raw -3470748.867605 + Penalty 3330.645669 = -3467418.221936
  nChanged 6
		SP:Iteration 74Q (118959.490000 sec): 3 clusters
  Score: Raw -3470749.112583 + Penalty 3330.645669 = -3467418.466914
  nChanged 4
		SP:Iteration 75Q (118959.760000 sec): 3 clusters
  Score: Raw -3470749.274086 + Penalty 3330.645669 = -3467418.628416
  nChanged 5
		SP:Iteration 76Q (118960.070000 sec): 3 clusters
  Score: Raw -3470749.521235 + Penalty 3330.645669 = -3467418.875566
  nChanged 3
		SP:Iteration 77Q (118960.380000 sec): 3 clusters
  Score: Raw -3470749.642804 + Penalty 3330.645669 = -3467418.997134
  nChanged 3
		SP:Iteration 78Q (118960.670000 sec): 3 clusters
  Score: Raw -3470749.801042 + Penalty 3330.645669 = -3467419.155373
  nChanged 4
		SP:Iteration 79Q (118960.970000 sec): 3 clusters
  Score: Raw -3470749.938228 + Penalty 3330.645669 = -3467419.292559
  nChanged 1
		SP:Iteration 80F (118961.260000 sec): 3 clusters
  Score: Raw -3470749.974595 + Penalty 3330.645669 = -3467419.328926
  nChanged 0
  Score: Raw -118781241.649274 + Penalty 146273.844804 = -118634967.804470

Splitting cluster 32 changes total score from -118550550.726676 to -118634967.804470

 So it's getting split into cluster 65.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 33 (11177 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119159.600000 sec): 2 clusters
  Score: Raw -1215161.280374 + Penalty 1514.762173 = -1213646.518201
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119159.760000 sec): 3 clusters
  Score: Raw -1208759.141595 + Penalty 3029.524347 = -1205729.617248
  nChanged 4950
		SP:Iteration 1F (119159.940000 sec): 3 clusters
  Score: Raw -1212739.347779 + Penalty 3029.524347 = -1209709.823433
  nChanged 1377
		SP:Iteration 2F (119160.090000 sec): 3 clusters
  Score: Raw -1214840.937829 + Penalty 3029.524347 = -1211811.413482
  nChanged 1319
		SP:Iteration 3F (119160.270000 sec): 3 clusters
  Score: Raw -1216806.634805 + Penalty 3029.524347 = -1213777.110458
  nChanged 962
		SP:Iteration 4F (119160.410000 sec): 3 clusters
  Score: Raw -1218000.465551 + Penalty 3029.524347 = -1214970.941204
  nChanged 658
		SP:Iteration 5F (119160.620000 sec): 3 clusters
  Score: Raw -1219022.561267 + Penalty 3029.524347 = -1215993.036920
  nChanged 577
		SP:Iteration 6F (119160.780000 sec): 3 clusters
  Score: Raw -1220339.760917 + Penalty 3029.524347 = -1217310.236570
  nChanged 563
		SP:Iteration 7F (119160.930000 sec): 3 clusters
  Score: Raw -1223071.029415 + Penalty 3029.524347 = -1220041.505068
  nChanged 393
		SP:Iteration 8Q (119161.080000 sec): 3 clusters
  Score: Raw -1224399.568699 + Penalty 3029.524347 = -1221370.044352
  nChanged 215
		SP:Iteration 9Q (119161.250000 sec): 3 clusters
  Score: Raw -1224600.501447 + Penalty 3029.524347 = -1221570.977100
  nChanged 100
		SP:Iteration 10Q (119161.380000 sec): 3 clusters
  Score: Raw -1224718.065509 + Penalty 3029.524347 = -1221688.541162
  nChanged 71
		SP:Iteration 11Q (119161.520000 sec): 3 clusters
  Score: Raw -1224784.744409 + Penalty 3029.524347 = -1221755.220063
  nChanged 39
		SP:Iteration 12Q (119161.690000 sec): 3 clusters
  Score: Raw -1224798.021655 + Penalty 3029.524347 = -1221768.497308
  nChanged 30
		SP:Iteration 13Q (119161.820000 sec): 3 clusters
  Score: Raw -1224806.443696 + Penalty 3029.524347 = -1221776.919349
  nChanged 14
		SP:Iteration 14Q (119161.970000 sec): 3 clusters
  Score: Raw -1224808.390746 + Penalty 3029.524347 = -1221778.866399
  nChanged 6
		SP:Iteration 15Q (119162.130000 sec): 3 clusters
  Score: Raw -1224809.226027 + Penalty 3029.524347 = -1221779.701680
  nChanged 4
		SP:Iteration 16Q (119162.260000 sec): 3 clusters
  Score: Raw -1224809.730476 + Penalty 3029.524347 = -1221780.206129
  nChanged 3
		SP:Iteration 17Q (119162.420000 sec): 3 clusters
  Score: Raw -1224810.065377 + Penalty 3029.524347 = -1221780.541030
  nChanged 1
		SP:Iteration 18Q (119162.560000 sec): 3 clusters
  Score: Raw -1224810.172143 + Penalty 3029.524347 = -1221780.647796
  nChanged 1
		SP:Iteration 19Q (119162.700000 sec): 3 clusters
  Score: Raw -1224810.443039 + Penalty 3029.524347 = -1221780.918692
  nChanged 2
		SP:Iteration 20F (119162.880000 sec): 3 clusters
  Score: Raw -1224810.621568 + Penalty 3029.524347 = -1221781.097221
  nChanged 1
		SP:Iteration 21Q (119163.020000 sec): 3 clusters
  Score: Raw -1224810.724835 + Penalty 3029.524347 = -1221781.200488
  nChanged 2
		SP:Iteration 22Q (119163.160000 sec): 3 clusters
  Score: Raw -1224811.043356 + Penalty 3029.524347 = -1221781.519009
  nChanged 1
		SP:Iteration 23Q (119163.320000 sec): 3 clusters
  Score: Raw -1224811.094287 + Penalty 3029.524347 = -1221781.569940
  nChanged 0
		SP:Iteration 24F (119163.490000 sec): 3 clusters
  Score: Raw -1224811.094287 + Penalty 3029.524347 = -1221781.569940
  nChanged 0
  Score: Raw -118790891.463187 + Penalty 148524.211647 = -118642367.251540

Splitting cluster 33 changes total score from -118550550.726676 to -118642367.251540

 So it's getting split into cluster 66.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 34 (2610 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119364.700000 sec): 2 clusters
  Score: Raw -285723.438636 + Penalty 1278.404644 = -284445.033992
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119364.770000 sec): 3 clusters
  Score: Raw -284642.385543 + Penalty 2556.809288 = -282085.576255
  nChanged 997
		SP:Iteration 1F (119364.830000 sec): 3 clusters
  Score: Raw -286498.262697 + Penalty 2556.809288 = -283941.453409
  nChanged 475
		SP:Iteration 2F (119364.870000 sec): 3 clusters
  Score: Raw -290969.339667 + Penalty 2556.809288 = -288412.530380
  nChanged 328
		SP:Iteration 3F (119364.930000 sec): 3 clusters
  Score: Raw -291873.538294 + Penalty 2556.809288 = -289316.729007
  nChanged 98
		SP:Iteration 4Q (119364.970000 sec): 3 clusters
  Score: Raw -292041.521682 + Penalty 2556.809288 = -289484.712394
  nChanged 38
		SP:Iteration 5Q (119365.020000 sec): 3 clusters
  Score: Raw -292122.608515 + Penalty 2556.809288 = -289565.799227
  nChanged 25
		SP:Iteration 6Q (119365.070000 sec): 3 clusters
  Score: Raw -292165.797141 + Penalty 2556.809288 = -289608.987854
  nChanged 8
		SP:Iteration 7Q (119365.110000 sec): 3 clusters
  Score: Raw -292181.946986 + Penalty 2556.809288 = -289625.137698
  nChanged 8
		SP:Iteration 8Q (119365.160000 sec): 3 clusters
  Score: Raw -292190.700037 + Penalty 2556.809288 = -289633.890749
  nChanged 5
		SP:Iteration 9Q (119365.210000 sec): 3 clusters
  Score: Raw -292196.503101 + Penalty 2556.809288 = -289639.693813
  nChanged 4
		SP:Iteration 10Q (119365.250000 sec): 3 clusters
  Score: Raw -292202.816602 + Penalty 2556.809288 = -289646.007315
  nChanged 3
		SP:Iteration 11Q (119365.300000 sec): 3 clusters
  Score: Raw -292208.446501 + Penalty 2556.809288 = -289651.637213
  nChanged 4
		SP:Iteration 12Q (119365.340000 sec): 3 clusters
  Score: Raw -292213.692564 + Penalty 2556.809288 = -289656.883276
  nChanged 3
		SP:Iteration 13Q (119365.390000 sec): 3 clusters
  Score: Raw -292221.098604 + Penalty 2556.809288 = -289664.289316
  nChanged 9
		SP:Iteration 14Q (119365.430000 sec): 3 clusters
  Score: Raw -292234.042179 + Penalty 2556.809288 = -289677.232892
  nChanged 3
		SP:Iteration 15Q (119365.480000 sec): 3 clusters
  Score: Raw -292237.853477 + Penalty 2556.809288 = -289681.044190
  nChanged 1
		SP:Iteration 16Q (119365.530000 sec): 3 clusters
  Score: Raw -292239.598181 + Penalty 2556.809288 = -289682.788893
  nChanged 2
		SP:Iteration 17Q (119365.570000 sec): 3 clusters
  Score: Raw -292243.701425 + Penalty 2556.809288 = -289686.892137
  nChanged 2
		SP:Iteration 18Q (119365.620000 sec): 3 clusters
  Score: Raw -292245.558442 + Penalty 2556.809288 = -289688.749154
  nChanged 1
		SP:Iteration 19Q (119365.670000 sec): 3 clusters
  Score: Raw -292246.310758 + Penalty 2556.809288 = -289689.501470
  nChanged 1
		SP:Iteration 20F (119365.720000 sec): 3 clusters
  Score: Raw -292247.168276 + Penalty 2556.809288 = -289690.358989
  nChanged 1
		SP:Iteration 21Q (119365.760000 sec): 3 clusters
  Score: Raw -292248.122250 + Penalty 2556.809288 = -289691.312962
  nChanged 0
		SP:Iteration 22F (119365.810000 sec): 3 clusters
  Score: Raw -292248.122250 + Penalty 2556.809288 = -289691.312962
  nChanged 0
  Score: Raw -118797416.146800 + Penalty 150774.578490 = -118646641.568310

Splitting cluster 34 changes total score from -118550550.726676 to -118646641.568310

 So it's getting split into cluster 67.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 35 (11324 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119569.640000 sec): 2 clusters
  Score: Raw -1360204.959860 + Penalty 1516.885443 = -1358688.074417
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119569.840000 sec): 3 clusters
  Score: Raw -1353820.364418 + Penalty 3033.770885 = -1350786.593533
  nChanged 4971
		SP:Iteration 1F (119569.980000 sec): 3 clusters
  Score: Raw -1357745.306213 + Penalty 3033.770885 = -1354711.535328
  nChanged 1441
		SP:Iteration 2F (119570.160000 sec): 3 clusters
  Score: Raw -1359983.660021 + Penalty 3033.770885 = -1356949.889136
  nChanged 1425
		SP:Iteration 3F (119570.320000 sec): 3 clusters
  Score: Raw -1361755.044682 + Penalty 3033.770885 = -1358721.273797
  nChanged 858
		SP:Iteration 4F (119570.480000 sec): 3 clusters
  Score: Raw -1362607.785104 + Penalty 3033.770885 = -1359574.014219
  nChanged 479
		SP:Iteration 5Q (119570.660000 sec): 3 clusters
  Score: Raw -1363028.442667 + Penalty 3033.770885 = -1359994.671782
  nChanged 307
		SP:Iteration 6Q (119570.800000 sec): 3 clusters
  Score: Raw -1363276.918151 + Penalty 3033.770885 = -1360243.147266
  nChanged 279
		SP:Iteration 7Q (119570.980000 sec): 3 clusters
  Score: Raw -1363485.983906 + Penalty 3033.770885 = -1360452.213021
  nChanged 216
		SP:Iteration 8Q (119571.130000 sec): 3 clusters
  Score: Raw -1363618.575126 + Penalty 3033.770885 = -1360584.804241
  nChanged 202
		SP:Iteration 9Q (119571.290000 sec): 3 clusters
  Score: Raw -1363720.678156 + Penalty 3033.770885 = -1360686.907271
  nChanged 180
		SP:Iteration 10Q (119571.440000 sec): 3 clusters
  Score: Raw -1363800.525658 + Penalty 3033.770885 = -1360766.754773
  nChanged 167
		SP:Iteration 11Q (119571.600000 sec): 3 clusters
  Score: Raw -1363856.233144 + Penalty 3033.770885 = -1360822.462259
  nChanged 131
		SP:Iteration 12Q (119571.760000 sec): 3 clusters
  Score: Raw -1363892.546494 + Penalty 3033.770885 = -1360858.775609
  nChanged 97
		SP:Iteration 13Q (119571.910000 sec): 3 clusters
  Score: Raw -1363916.903439 + Penalty 3033.770885 = -1360883.132554
  nChanged 85
		SP:Iteration 14Q (119572.090000 sec): 3 clusters
  Score: Raw -1363934.765679 + Penalty 3033.770885 = -1360900.994794
  nChanged 73
		SP:Iteration 15Q (119572.240000 sec): 3 clusters
  Score: Raw -1363949.398418 + Penalty 3033.770885 = -1360915.627533
  nChanged 70
		SP:Iteration 16Q (119572.400000 sec): 3 clusters
  Score: Raw -1363963.350673 + Penalty 3033.770885 = -1360929.579788
  nChanged 52
		SP:Iteration 17Q (119572.550000 sec): 3 clusters
  Score: Raw -1363972.561164 + Penalty 3033.770885 = -1360938.790279
  nChanged 52
		SP:Iteration 18Q (119572.710000 sec): 3 clusters
  Score: Raw -1363981.554931 + Penalty 3033.770885 = -1360947.784046
  nChanged 46
		SP:Iteration 19Q (119572.890000 sec): 3 clusters
  Score: Raw -1363989.696292 + Penalty 3033.770885 = -1360955.925407
  nChanged 56
		SP:Iteration 20F (119573.030000 sec): 3 clusters
  Score: Raw -1364000.076907 + Penalty 3033.770885 = -1360966.306022
  nChanged 53
		SP:Iteration 21Q (119573.190000 sec): 3 clusters
  Score: Raw -1364009.582947 + Penalty 3033.770885 = -1360975.812062
  nChanged 47
		SP:Iteration 22Q (119573.350000 sec): 3 clusters
  Score: Raw -1364019.157050 + Penalty 3033.770885 = -1360985.386165
  nChanged 48
		SP:Iteration 23Q (119573.500000 sec): 3 clusters
  Score: Raw -1364027.885334 + Penalty 3033.770885 = -1360994.114449
  nChanged 43
		SP:Iteration 24Q (119573.670000 sec): 3 clusters
  Score: Raw -1364038.443719 + Penalty 3033.770885 = -1361004.672834
  nChanged 61
		SP:Iteration 25Q (119573.820000 sec): 3 clusters
  Score: Raw -1364051.713305 + Penalty 3033.770885 = -1361017.942420
  nChanged 64
		SP:Iteration 26Q (119573.990000 sec): 3 clusters
  Score: Raw -1364070.449219 + Penalty 3033.770885 = -1361036.678334
  nChanged 74
		SP:Iteration 27Q (119574.140000 sec): 3 clusters
  Score: Raw -1364088.236864 + Penalty 3033.770885 = -1361054.465979
  nChanged 60
		SP:Iteration 28Q (119574.300000 sec): 3 clusters
  Score: Raw -1364099.184665 + Penalty 3033.770885 = -1361065.413779
  nChanged 55
		SP:Iteration 29Q (119574.460000 sec): 3 clusters
  Score: Raw -1364109.440935 + Penalty 3033.770885 = -1361075.670050
  nChanged 47
		SP:Iteration 30Q (119574.610000 sec): 3 clusters
  Score: Raw -1364117.952937 + Penalty 3033.770885 = -1361084.182052
  nChanged 40
		SP:Iteration 31Q (119574.790000 sec): 3 clusters
  Score: Raw -1364124.841367 + Penalty 3033.770885 = -1361091.070482
  nChanged 39
		SP:Iteration 32Q (119574.930000 sec): 3 clusters
  Score: Raw -1364130.983584 + Penalty 3033.770885 = -1361097.212699
  nChanged 31
		SP:Iteration 33Q (119575.090000 sec): 3 clusters
  Score: Raw -1364136.198345 + Penalty 3033.770885 = -1361102.427460
  nChanged 33
		SP:Iteration 34Q (119575.240000 sec): 3 clusters
  Score: Raw -1364142.099148 + Penalty 3033.770885 = -1361108.328263
  nChanged 32
		SP:Iteration 35Q (119575.390000 sec): 3 clusters
  Score: Raw -1364147.524433 + Penalty 3033.770885 = -1361113.753548
  nChanged 20
		SP:Iteration 36Q (119575.570000 sec): 3 clusters
  Score: Raw -1364151.295637 + Penalty 3033.770885 = -1361117.524752
  nChanged 20
		SP:Iteration 37Q (119575.710000 sec): 3 clusters
  Score: Raw -1364154.839300 + Penalty 3033.770885 = -1361121.068415
  nChanged 23
		SP:Iteration 38Q (119575.870000 sec): 3 clusters
  Score: Raw -1364159.750417 + Penalty 3033.770885 = -1361125.979532
  nChanged 28
		SP:Iteration 39Q (119576.020000 sec): 3 clusters
  Score: Raw -1364164.328091 + Penalty 3033.770885 = -1361130.557206
  nChanged 23
		SP:Iteration 40F (119576.180000 sec): 3 clusters
  Score: Raw -1364175.919827 + Penalty 3033.770885 = -1361142.148942
  nChanged 24
		SP:Iteration 41Q (119576.360000 sec): 3 clusters
  Score: Raw -1364185.026742 + Penalty 3033.770885 = -1361151.255857
  nChanged 24
		SP:Iteration 42Q (119576.510000 sec): 3 clusters
  Score: Raw -1364189.017390 + Penalty 3033.770885 = -1361155.246505
  nChanged 23
		SP:Iteration 43Q (119576.670000 sec): 3 clusters
  Score: Raw -1364194.069905 + Penalty 3033.770885 = -1361160.299020
  nChanged 26
		SP:Iteration 44Q (119576.820000 sec): 3 clusters
  Score: Raw -1364199.388920 + Penalty 3033.770885 = -1361165.618035
  nChanged 22
		SP:Iteration 45Q (119576.980000 sec): 3 clusters
  Score: Raw -1364203.228026 + Penalty 3033.770885 = -1361169.457141
  nChanged 24
		SP:Iteration 46Q (119577.160000 sec): 3 clusters
  Score: Raw -1364207.679684 + Penalty 3033.770885 = -1361173.908798
  nChanged 24
		SP:Iteration 47Q (119577.300000 sec): 3 clusters
  Score: Raw -1364211.389100 + Penalty 3033.770885 = -1361177.618215
  nChanged 14
		SP:Iteration 48Q (119577.480000 sec): 3 clusters
  Score: Raw -1364212.981180 + Penalty 3033.770885 = -1361179.210295
  nChanged 19
		SP:Iteration 49Q (119577.620000 sec): 3 clusters
  Score: Raw -1364214.881574 + Penalty 3033.770885 = -1361181.110689
  nChanged 11
		SP:Iteration 50Q (119577.780000 sec): 3 clusters
  Score: Raw -1364215.914794 + Penalty 3033.770885 = -1361182.143909
  nChanged 7
		SP:Iteration 51Q (119577.930000 sec): 3 clusters
  Score: Raw -1364216.543756 + Penalty 3033.770885 = -1361182.772871
  nChanged 6
		SP:Iteration 52Q (119578.100000 sec): 3 clusters
  Score: Raw -1364217.039145 + Penalty 3033.770885 = -1361183.268260
  nChanged 3
		SP:Iteration 53Q (119578.270000 sec): 3 clusters
  Score: Raw -1364217.279681 + Penalty 3033.770885 = -1361183.508796
  nChanged 3
		SP:Iteration 54Q (119578.410000 sec): 3 clusters
  Score: Raw -1364217.531852 + Penalty 3033.770885 = -1361183.760967
  nChanged 4
		SP:Iteration 55Q (119578.580000 sec): 3 clusters
  Score: Raw -1364218.046595 + Penalty 3033.770885 = -1361184.275710
  nChanged 5
		SP:Iteration 56Q (119578.730000 sec): 3 clusters
  Score: Raw -1364218.479188 + Penalty 3033.770885 = -1361184.708303
  nChanged 3
		SP:Iteration 57Q (119578.890000 sec): 3 clusters
  Score: Raw -1364218.689923 + Penalty 3033.770885 = -1361184.919038
  nChanged 3
		SP:Iteration 58Q (119579.040000 sec): 3 clusters
  Score: Raw -1364218.896263 + Penalty 3033.770885 = -1361185.125378
  nChanged 3
		SP:Iteration 59Q (119579.200000 sec): 3 clusters
  Score: Raw -1364219.167555 + Penalty 3033.770885 = -1361185.396670
  nChanged 4
		SP:Iteration 60F (119579.380000 sec): 3 clusters
  Score: Raw -1364219.451757 + Penalty 3033.770885 = -1361185.680872
  nChanged 3
		SP:Iteration 61Q (119579.530000 sec): 3 clusters
  Score: Raw -1364219.655499 + Penalty 3033.770885 = -1361185.884614
  nChanged 2
		SP:Iteration 62Q (119579.700000 sec): 3 clusters
  Score: Raw -1364219.770714 + Penalty 3033.770885 = -1361185.999829
  nChanged 2
		SP:Iteration 63Q (119579.850000 sec): 3 clusters
  Score: Raw -1364219.955231 + Penalty 3033.770885 = -1361186.184346
  nChanged 2
		SP:Iteration 64Q (119580.010000 sec): 3 clusters
  Score: Raw -1364220.074368 + Penalty 3033.770885 = -1361186.303483
  nChanged 2
		SP:Iteration 65Q (119580.160000 sec): 3 clusters
  Score: Raw -1364220.177207 + Penalty 3033.770885 = -1361186.406322
  nChanged 4
		SP:Iteration 66Q (119580.310000 sec): 3 clusters
  Score: Raw -1364220.438057 + Penalty 3033.770885 = -1361186.667172
  nChanged 3
		SP:Iteration 67Q (119580.490000 sec): 3 clusters
  Score: Raw -1364220.759096 + Penalty 3033.770885 = -1361186.988211
  nChanged 6
		SP:Iteration 68Q (119580.640000 sec): 3 clusters
  Score: Raw -1364221.531429 + Penalty 3033.770885 = -1361187.760544
  nChanged 3
		SP:Iteration 69Q (119580.800000 sec): 3 clusters
  Score: Raw -1364221.854795 + Penalty 3033.770885 = -1361188.083910
  nChanged 3
		SP:Iteration 70Q (119580.950000 sec): 3 clusters
  Score: Raw -1364222.055109 + Penalty 3033.770885 = -1361188.284224
  nChanged 5
		SP:Iteration 71Q (119581.110000 sec): 3 clusters
  Score: Raw -1364222.391466 + Penalty 3033.770885 = -1361188.620581
  nChanged 2
		SP:Iteration 72Q (119581.290000 sec): 3 clusters
  Score: Raw -1364222.667427 + Penalty 3033.770885 = -1361188.896542
  nChanged 3
		SP:Iteration 73Q (119581.430000 sec): 3 clusters
  Score: Raw -1364222.873526 + Penalty 3033.770885 = -1361189.102641
  nChanged 2
		SP:Iteration 74Q (119581.590000 sec): 3 clusters
  Score: Raw -1364223.015678 + Penalty 3033.770885 = -1361189.244793
  nChanged 3
		SP:Iteration 75Q (119581.740000 sec): 3 clusters
  Score: Raw -1364223.399807 + Penalty 3033.770885 = -1361189.628922
  nChanged 3
		SP:Iteration 76Q (119581.900000 sec): 3 clusters
  Score: Raw -1364223.694400 + Penalty 3033.770885 = -1361189.923515
  nChanged 3
		SP:Iteration 77Q (119582.080000 sec): 3 clusters
  Score: Raw -1364223.936746 + Penalty 3033.770885 = -1361190.165861
  nChanged 3
		SP:Iteration 78Q (119582.220000 sec): 3 clusters
  Score: Raw -1364224.130527 + Penalty 3033.770885 = -1361190.359641
  nChanged 2
		SP:Iteration 79Q (119582.390000 sec): 3 clusters
  Score: Raw -1364224.252326 + Penalty 3033.770885 = -1361190.481441
  nChanged 0
		SP:Iteration 80F (119582.540000 sec): 3 clusters
  Score: Raw -1364224.252326 + Penalty 3033.770885 = -1361190.481441
  nChanged 0
  Score: Raw -118801435.439267 + Penalty 153024.945333 = -118648410.493934

Splitting cluster 35 changes total score from -118550550.726676 to -118648410.493934

 So it's getting split into cluster 68.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 36 (30803 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119788.470000 sec): 2 clusters
  Score: Raw -3549326.293373 + Penalty 1679.497197 = -3547646.796175
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119788.830000 sec): 3 clusters
  Score: Raw -3530313.293600 + Penalty 3358.994394 = -3526954.299206
  nChanged 14269
		SP:Iteration 1F (119789.180000 sec): 3 clusters
  Score: Raw -3538714.744100 + Penalty 3358.994394 = -3535355.749706
  nChanged 2031
		SP:Iteration 2F (119789.510000 sec): 3 clusters
  Score: Raw -3540118.701250 + Penalty 3358.994394 = -3536759.706856
  nChanged 2441
		SP:Iteration 3F (119789.840000 sec): 3 clusters
  Score: Raw -3542433.253752 + Penalty 3358.994394 = -3539074.259358
  nChanged 2914
		SP:Iteration 4F (119790.170000 sec): 3 clusters
  Score: Raw -3545171.784138 + Penalty 3358.994394 = -3541812.789744
  nChanged 2606
		SP:Iteration 5F (119790.500000 sec): 3 clusters
  Score: Raw -3547182.385881 + Penalty 3358.994394 = -3543823.391487
  nChanged 1916
		SP:Iteration 6F (119790.810000 sec): 3 clusters
  Score: Raw -3548330.715636 + Penalty 3358.994394 = -3544971.721242
  nChanged 1379
		SP:Iteration 7Q (119791.160000 sec): 3 clusters
  Score: Raw -3549071.643436 + Penalty 3358.994394 = -3545712.649042
  nChanged 1068
		SP:Iteration 8Q (119791.470000 sec): 3 clusters
  Score: Raw -3549591.965988 + Penalty 3358.994394 = -3546232.971594
  nChanged 881
		SP:Iteration 9Q (119791.780000 sec): 3 clusters
  Score: Raw -3549980.573774 + Penalty 3358.994394 = -3546621.579380
  nChanged 701
		SP:Iteration 10Q (119792.100000 sec): 3 clusters
  Score: Raw -3550270.318993 + Penalty 3358.994394 = -3546911.324598
  nChanged 634
		SP:Iteration 11Q (119792.430000 sec): 3 clusters
  Score: Raw -3550575.393843 + Penalty 3358.994394 = -3547216.399448
  nChanged 588
		SP:Iteration 12Q (119792.760000 sec): 3 clusters
  Score: Raw -3550888.819428 + Penalty 3358.994394 = -3547529.825034
  nChanged 526
		SP:Iteration 13Q (119793.060000 sec): 3 clusters
  Score: Raw -3551204.723463 + Penalty 3358.994394 = -3547845.729069
  nChanged 473
		SP:Iteration 14Q (119793.390000 sec): 3 clusters
  Score: Raw -3551473.462578 + Penalty 3358.994394 = -3548114.468184
  nChanged 416
		SP:Iteration 15Q (119793.720000 sec): 3 clusters
  Score: Raw -3551693.677129 + Penalty 3358.994394 = -3548334.682735
  nChanged 350
		SP:Iteration 16Q (119794.040000 sec): 3 clusters
  Score: Raw -3551837.599308 + Penalty 3358.994394 = -3548478.604914
  nChanged 230
		SP:Iteration 17Q (119794.370000 sec): 3 clusters
  Score: Raw -3551904.253721 + Penalty 3358.994394 = -3548545.259327
  nChanged 181
		SP:Iteration 18Q (119794.700000 sec): 3 clusters
  Score: Raw -3551943.938023 + Penalty 3358.994394 = -3548584.943629
  nChanged 130
		SP:Iteration 19Q (119795.020000 sec): 3 clusters
  Score: Raw -3551969.125883 + Penalty 3358.994394 = -3548610.131489
  nChanged 103
		SP:Iteration 20F (119795.340000 sec): 3 clusters
  Score: Raw -3551985.926533 + Penalty 3358.994394 = -3548626.932139
  nChanged 80
		SP:Iteration 21Q (119795.660000 sec): 3 clusters
  Score: Raw -3552001.816264 + Penalty 3358.994394 = -3548642.821870
  nChanged 78
		SP:Iteration 22Q (119795.980000 sec): 3 clusters
  Score: Raw -3552014.675813 + Penalty 3358.994394 = -3548655.681418
  nChanged 66
		SP:Iteration 23Q (119796.310000 sec): 3 clusters
  Score: Raw -3552023.147436 + Penalty 3358.994394 = -3548664.153042
  nChanged 54
		SP:Iteration 24Q (119796.610000 sec): 3 clusters
  Score: Raw -3552029.010295 + Penalty 3358.994394 = -3548670.015901
  nChanged 41
		SP:Iteration 25Q (119796.930000 sec): 3 clusters
  Score: Raw -3552033.320889 + Penalty 3358.994394 = -3548674.326495
  nChanged 41
		SP:Iteration 26Q (119797.260000 sec): 3 clusters
  Score: Raw -3552037.427989 + Penalty 3358.994394 = -3548678.433595
  nChanged 31
		SP:Iteration 27Q (119797.580000 sec): 3 clusters
  Score: Raw -3552040.424073 + Penalty 3358.994394 = -3548681.429678
  nChanged 25
		SP:Iteration 28Q (119797.900000 sec): 3 clusters
  Score: Raw -3552042.869798 + Penalty 3358.994394 = -3548683.875404
  nChanged 21
		SP:Iteration 29Q (119798.220000 sec): 3 clusters
  Score: Raw -3552044.528882 + Penalty 3358.994394 = -3548685.534488
  nChanged 22
		SP:Iteration 30Q (119798.540000 sec): 3 clusters
  Score: Raw -3552046.764622 + Penalty 3358.994394 = -3548687.770228
  nChanged 29
		SP:Iteration 31Q (119798.870000 sec): 3 clusters
  Score: Raw -3552049.175822 + Penalty 3358.994394 = -3548690.181427
  nChanged 23
		SP:Iteration 32Q (119799.190000 sec): 3 clusters
  Score: Raw -3552050.921408 + Penalty 3358.994394 = -3548691.927014
  nChanged 25
		SP:Iteration 33Q (119799.510000 sec): 3 clusters
  Score: Raw -3552052.966191 + Penalty 3358.994394 = -3548693.971797
  nChanged 20
		SP:Iteration 34Q (119799.830000 sec): 3 clusters
  Score: Raw -3552053.932696 + Penalty 3358.994394 = -3548694.938302
  nChanged 11
		SP:Iteration 35Q (119800.160000 sec): 3 clusters
  Score: Raw -3552054.496437 + Penalty 3358.994394 = -3548695.502043
  nChanged 8
		SP:Iteration 36Q (119800.480000 sec): 3 clusters
  Score: Raw -3552054.843134 + Penalty 3358.994394 = -3548695.848740
  nChanged 9
		SP:Iteration 37Q (119800.800000 sec): 3 clusters
  Score: Raw -3552055.352191 + Penalty 3358.994394 = -3548696.357797
  nChanged 3
		SP:Iteration 38Q (119801.120000 sec): 3 clusters
  Score: Raw -3552055.521463 + Penalty 3358.994394 = -3548696.527069
  nChanged 3
		SP:Iteration 39Q (119801.440000 sec): 3 clusters
  Score: Raw -3552055.695371 + Penalty 3358.994394 = -3548696.700976
  nChanged 3
		SP:Iteration 40F (119801.770000 sec): 3 clusters
  Score: Raw -3552055.814032 + Penalty 3358.994394 = -3548696.819638
  nChanged 5
		SP:Iteration 41Q (119802.090000 sec): 3 clusters
  Score: Raw -3552056.240258 + Penalty 3358.994394 = -3548697.245864
  nChanged 6
		SP:Iteration 42Q (119802.420000 sec): 3 clusters
  Score: Raw -3552056.513817 + Penalty 3358.994394 = -3548697.519423
  nChanged 5
		SP:Iteration 43Q (119802.740000 sec): 3 clusters
  Score: Raw -3552056.967911 + Penalty 3358.994394 = -3548697.973517
  nChanged 4
		SP:Iteration 44Q (119803.060000 sec): 3 clusters
  Score: Raw -3552057.165162 + Penalty 3358.994394 = -3548698.170768
  nChanged 4
		SP:Iteration 45Q (119803.380000 sec): 3 clusters
  Score: Raw -3552057.421586 + Penalty 3358.994394 = -3548698.427192
  nChanged 4
		SP:Iteration 46Q (119803.710000 sec): 3 clusters
  Score: Raw -3552057.700994 + Penalty 3358.994394 = -3548698.706600
  nChanged 2
		SP:Iteration 47Q (119804.030000 sec): 3 clusters
  Score: Raw -3552057.741608 + Penalty 3358.994394 = -3548698.747214
  nChanged 2
		SP:Iteration 48Q (119804.350000 sec): 3 clusters
  Score: Raw -3552057.767229 + Penalty 3358.994394 = -3548698.772835
  nChanged 1
		SP:Iteration 49Q (119804.670000 sec): 3 clusters
  Score: Raw -3552057.779094 + Penalty 3358.994394 = -3548698.784700
  nChanged 1
		SP:Iteration 50Q (119804.990000 sec): 3 clusters
  Score: Raw -3552057.785909 + Penalty 3358.994394 = -3548698.791514
  nChanged 1
		SP:Iteration 51Q (119805.310000 sec): 3 clusters
  Score: Raw -3552057.798547 + Penalty 3358.994394 = -3548698.804153
  nChanged 2
		SP:Iteration 52Q (119805.630000 sec): 3 clusters
  Score: Raw -3552057.848177 + Penalty 3358.994394 = -3548698.853783
  nChanged 1
		SP:Iteration 53Q (119805.960000 sec): 3 clusters
  Score: Raw -3552057.882793 + Penalty 3358.994394 = -3548698.888399
  nChanged 1
		SP:Iteration 54Q (119806.280000 sec): 3 clusters
  Score: Raw -3552057.914492 + Penalty 3358.994394 = -3548698.920098
  nChanged 2
		SP:Iteration 55Q (119806.600000 sec): 3 clusters
  Score: Raw -3552057.984834 + Penalty 3358.994394 = -3548698.990440
  nChanged 0
		SP:Iteration 56F (119806.930000 sec): 3 clusters
  Score: Raw -3552057.984834 + Penalty 3358.994394 = -3548698.990440
  nChanged 0
  Score: Raw -118804167.130728 + Penalty 155275.312176 = -118648891.818552

Splitting cluster 36 changes total score from -118550550.726676 to -118648891.818552

 So it's getting split into cluster 69.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 37 (8508 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (120020.230000 sec): 2 clusters
  Score: Raw -871034.950557 + Penalty 1470.423854 = -869564.526703
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (120020.380000 sec): 3 clusters
  Score: Raw -866665.170291 + Penalty 2940.847707 = -863724.322583
  nChanged 3691
		SP:Iteration 1F (120020.500000 sec): 3 clusters
  Score: Raw -872559.039340 + Penalty 2940.847707 = -869618.191633
  nChanged 1382
		SP:Iteration 2F (120020.620000 sec): 3 clusters
  Score: Raw -875304.952257 + Penalty 2940.847707 = -872364.104549
  nChanged 814
		SP:Iteration 3F (120020.750000 sec): 3 clusters
  Score: Raw -876802.250805 + Penalty 2940.847707 = -873861.403098
  nChanged 519
		SP:Iteration 4F (120020.880000 sec): 3 clusters
  Score: Raw -877666.701421 + Penalty 2940.847707 = -874725.853714
  nChanged 346
		SP:Iteration 5Q (120021.010000 sec): 3 clusters
  Score: Raw -878153.655411 + Penalty 2940.847707 = -875212.807703
  nChanged 266
		SP:Iteration 6Q (120021.130000 sec): 3 clusters
  Score: Raw -878438.908524 + Penalty 2940.847707 = -875498.060817
  nChanged 216
		SP:Iteration 7Q (120021.260000 sec): 3 clusters
  Score: Raw -878621.136388 + Penalty 2940.847707 = -875680.288681
  nChanged 177
		SP:Iteration 8Q (120021.380000 sec): 3 clusters
  Score: Raw -878736.504603 + Penalty 2940.847707 = -875795.656896
  nChanged 161
		SP:Iteration 9Q (120021.500000 sec): 3 clusters
  Score: Raw -878841.981888 + Penalty 2940.847707 = -875901.134180
  nChanged 141
		SP:Iteration 10Q (120021.630000 sec): 3 clusters
  Score: Raw -878935.194945 + Penalty 2940.847707 = -875994.347238
  nChanged 143
		SP:Iteration 11Q (120021.750000 sec): 3 clusters
  Score: Raw -879035.917653 + Penalty 2940.847707 = -876095.069946
  nChanged 141
		SP:Iteration 12Q (120021.880000 sec): 3 clusters
  Score: Raw -879166.887101 + Penalty 2940.847707 = -876226.039394
  nChanged 178
		SP:Iteration 13Q (120022.000000 sec): 3 clusters
  Score: Raw -879463.519618 + Penalty 2940.847707 = -876522.671911
  nChanged 221
		SP:Iteration 14Q (120022.120000 sec): 3 clusters
  Score: Raw -880212.097878 + Penalty 2940.847707 = -877271.250171
  nChanged 185
		SP:Iteration 15Q (120022.240000 sec): 3 clusters
  Score: Raw -880940.636258 + Penalty 2940.847707 = -877999.788551
  nChanged 174
		SP:Iteration 16Q (120022.360000 sec): 3 clusters
  Score: Raw -881161.964224 + Penalty 2940.847707 = -878221.116517
  nChanged 127
		SP:Iteration 17Q (120022.490000 sec): 3 clusters
  Score: Raw -881276.387660 + Penalty 2940.847707 = -878335.539953
  nChanged 89
		SP:Iteration 18Q (120022.610000 sec): 3 clusters
  Score: Raw -881342.856893 + Penalty 2940.847707 = -878402.009186
  nChanged 83
		SP:Iteration 19Q (120022.720000 sec): 3 clusters
  Score: Raw -881400.228487 + Penalty 2940.847707 = -878459.380779
  nChanged 71
		SP:Iteration 20F (120022.840000 sec): 3 clusters
  Score: Raw -881449.759808 + Penalty 2940.847707 = -878508.912100
  nChanged 72
		SP:Iteration 21Q (120022.960000 sec): 3 clusters
  Score: Raw -881499.362048 + Penalty 2940.847707 = -878558.514341
  nChanged 44
		SP:Iteration 22Q (120023.070000 sec): 3 clusters
  Score: Raw -881516.956692 + Penalty 2940.847707 = -878576.108985
  nChanged 38
		SP:Iteration 23Q (120023.180000 sec): 3 clusters
  Score: Raw -881532.010130 + Penalty 2940.847707 = -878591.162423
  nChanged 39
		SP:Iteration 24Q (120023.290000 sec): 3 clusters
  Score: Raw -881548.840534 + Penalty 2940.847707 = -878607.992827
  nChanged 39
		SP:Iteration 25Q (120023.410000 sec): 3 clusters
  Score: Raw -881566.681566 + Penalty 2940.847707 = -878625.833858
  nChanged 38
		SP:Iteration 26Q (120023.520000 sec): 3 clusters
  Score: Raw -881585.078729 + Penalty 2940.847707 = -878644.231022
  nChanged 37
		SP:Iteration 27Q (120023.630000 sec): 3 clusters
  Score: Raw -881603.036016 + Penalty 2940.847707 = -878662.188308
  nChanged 40
		SP:Iteration 28Q (120023.740000 sec): 3 clusters
  Score: Raw -881626.914778 + Penalty 2940.847707 = -878686.067071
  nChanged 51
		SP:Iteration 29Q (120023.860000 sec): 3 clusters
  Score: Raw -881664.943856 + Penalty 2940.847707 = -878724.096149
  nChanged 65
		SP:Iteration 30Q (120023.970000 sec): 3 clusters
  Score: Raw -881740.699669 + Penalty 2940.847707 = -878799.851962
  nChanged 83
		SP:Iteration 31Q (120024.080000 sec): 3 clusters
  Score: Raw -881892.197542 + Penalty 2940.847707 = -878951.349835
  nChanged 100
		SP:Iteration 32Q (120024.190000 sec): 3 clusters
  Score: Raw -882139.379722 + Penalty 2940.847707 = -879198.532015
  nChanged 81
		SP:Iteration 33Q (120024.310000 sec): 3 clusters
  Score: Raw -882383.923564 + Penalty 2940.847707 = -879443.075857
  nChanged 53
		SP:Iteration 34Q (120024.420000 sec): 3 clusters
  Score: Raw -882591.990005 + Penalty 2940.847707 = -879651.142297
  nChanged 45
		SP:Iteration 35Q (120024.540000 sec): 3 clusters
  Score: Raw -882849.129162 + Penalty 2940.847707 = -879908.281455
  nChanged 32
		SP:Iteration 36Q (120024.650000 sec): 3 clusters
  Score: Raw -882938.085061 + Penalty 2940.847707 = -879997.237353
  nChanged 33
		SP:Iteration 37Q (120024.770000 sec): 3 clusters
  Score: Raw -882964.418948 + Penalty 2940.847707 = -880023.571240
  nChanged 18
		SP:Iteration 38Q (120024.880000 sec): 3 clusters
  Score: Raw -882973.081043 + Penalty 2940.847707 = -880032.233335
  nChanged 11
		SP:Iteration 39Q (120024.990000 sec): 3 clusters
  Score: Raw -882979.296358 + Penalty 2940.847707 = -880038.448650
  nChanged 13
		SP:Iteration 40F (120025.120000 sec): 3 clusters
  Score: Raw -882984.916990 + Penalty 2940.847707 = -880044.069283
  nChanged 6
		SP:Iteration 41Q (120025.240000 sec): 3 clusters
  Score: Raw -882988.338440 + Penalty 2940.847707 = -880047.490733
  nChanged 4
		SP:Iteration 42Q (120025.340000 sec): 3 clusters
  Score: Raw -882989.506758 + Penalty 2940.847707 = -880048.659051
  nChanged 3
		SP:Iteration 43Q (120025.460000 sec): 3 clusters
  Score: Raw -882990.831294 + Penalty 2940.847707 = -880049.983586
  nChanged 1
		SP:Iteration 44Q (120025.560000 sec): 3 clusters
  Score: Raw -882991.291061 + Penalty 2940.847707 = -880050.443354
  nChanged 0
		SP:Iteration 45F (120025.700000 sec): 3 clusters
  Score: Raw -882991.291061 + Penalty 2940.847707 = -880050.443354
  nChanged 0
  Score: Raw -118816123.471233 + Penalty 157525.679019 = -118658597.792213

Splitting cluster 37 changes total score from -118550550.726676 to -118658597.792213

 So it's getting split into cluster 70.
Iteration 59Q (120471.680000 sec): 71 clusters
  Score: Raw -118849754.801450 + Penalty 157525.679019 = -118692229.122430
  nChanged 35507
Iteration 60F (120722.460000 sec): 71 clusters
  Score: Raw -118878742.958793 + Penalty 157525.679019 = -118721217.279774
  nChanged 27642
Iteration 61Q (120901.430000 sec): 71 clusters
  Score: Raw -118891537.828376 + Penalty 157525.679019 = -118734012.149357
  nChanged 15931
Iteration 62Q (121079.750000 sec): 71 clusters
  Score: Raw -118898896.755716 + Penalty 157525.679019 = -118741371.076696
  nChanged 12352
Iteration 63Q (121258.100000 sec): 71 clusters
  Score: Raw -118904796.336207 + Penalty 157525.679019 = -118747270.657187
  nChanged 10428
Iteration 64Q (121436.400000 sec): 71 clusters
  Score: Raw -118909574.035989 + Penalty 157525.679019 = -118752048.356970
  nChanged 9274
Iteration 65Q (121614.780000 sec): 71 clusters
  Score: Raw -118913430.476906 + Penalty 157525.679019 = -118755904.797886
  nChanged 8176
Iteration 66Q (121793.110000 sec): 71 clusters
  Score: Raw -118916232.317265 + Penalty 157525.679019 = -118758706.638246
  nChanged 7093
Iteration 67Q (121971.220000 sec): 71 clusters
  Score: Raw -118918333.780437 + Penalty 157525.679019 = -118760808.101418
  nChanged 6046
Iteration 68Q (122149.860000 sec): 71 clusters
  Score: Raw -118920122.379072 + Penalty 157525.679019 = -118762596.700052
  nChanged 5209
Iteration 69Q (122328.600000 sec): 71 clusters
  Score: Raw -118921870.979127 + Penalty 157525.679019 = -118764345.300107
  nChanged 4626
Iteration 70Q (122506.810000 sec): 71 clusters
  Score: Raw -118922874.969450 + Penalty 157525.679019 = -118765349.290430
  nChanged 4075
Iteration 71Q (122685.040000 sec): 71 clusters
  Score: Raw -118923647.787153 + Penalty 157525.679019 = -118766122.108134
  nChanged 3535
Iteration 72Q (122863.640000 sec): 71 clusters
  Score: Raw -118924230.772010 + Penalty 157525.679019 = -118766705.092991
  nChanged 3167
Iteration 73Q (123042.270000 sec): 71 clusters
  Score: Raw -118924697.549103 + Penalty 157525.679019 = -118767171.870084
  nChanged 2783
Iteration 74Q (123220.490000 sec): 71 clusters
  Score: Raw -118925103.667830 + Penalty 157525.679019 = -118767577.988810
  nChanged 2471
Iteration 75Q (123398.730000 sec): 71 clusters
  Score: Raw -118925506.973322 + Penalty 157525.679019 = -118767981.294302
  nChanged 2317
Iteration 76Q (123576.770000 sec): 71 clusters
  Score: Raw -118925967.134598 + Penalty 157525.679019 = -118768441.455578
  nChanged 2406
Iteration 77Q (123754.740000 sec): 71 clusters
  Score: Raw -118926448.569861 + Penalty 157525.679019 = -118768922.890842
  nChanged 2385
Iteration 78Q (123933.000000 sec): 71 clusters
  Score: Raw -118926980.091486 + Penalty 157525.679019 = -118769454.412466
  nChanged 2312
Iteration 79Q (124110.840000 sec): 71 clusters
  Score: Raw -118927620.653098 + Penalty 157525.679019 = -118770094.974079
  nChanged 2449
Iteration 80F (124361.400000 sec): 71 clusters
  Score: Raw -118929354.001317 + Penalty 157525.679019 = -118771828.322298
  nChanged 2956
Iteration 81Q (124539.800000 sec): 71 clusters
  Score: Raw -118930625.278578 + Penalty 157525.679019 = -118773099.599559
  nChanged 3045
Iteration 82Q (124717.830000 sec): 71 clusters
  Score: Raw -118931294.328615 + Penalty 157525.679019 = -118773768.649596
  nChanged 2811
Iteration 83Q (124896.250000 sec): 71 clusters
  Score: Raw -118931919.793797 + Penalty 157525.679019 = -118774394.114778
  nChanged 2808
Iteration 84Q (125074.100000 sec): 71 clusters
  Score: Raw -118932529.812968 + Penalty 157525.679019 = -118775004.133948
  nChanged 2774
Iteration 85Q (125252.450000 sec): 71 clusters
  Score: Raw -118933031.522037 + Penalty 157525.679019 = -118775505.843018
  nChanged 2549
Iteration 86Q (125430.390000 sec): 71 clusters
  Score: Raw -118933415.993698 + Penalty 157525.679019 = -118775890.314679
  nChanged 2321
Iteration 87Q (125608.760000 sec): 71 clusters
  Score: Raw -118933733.811939 + Penalty 157525.679019 = -118776208.132920
  nChanged 2135
Iteration 88Q (125786.650000 sec): 71 clusters
  Score: Raw -118934014.673275 + Penalty 157525.679019 = -118776488.994255
  nChanged 2009
Iteration 89Q (125964.540000 sec): 71 clusters
  Score: Raw -118934267.656714 + Penalty 157525.679019 = -118776741.977694
  nChanged 1833
Iteration 90Q (126142.450000 sec): 71 clusters
  Score: Raw -118934523.708014 + Penalty 157525.679019 = -118776998.028994
  nChanged 1734
Iteration 91Q (126320.770000 sec): 71 clusters
  Score: Raw -118934766.373791 + Penalty 157525.679019 = -118777240.694771
  nChanged 1679
Iteration 92Q (126498.940000 sec): 71 clusters
  Score: Raw -118934986.420157 + Penalty 157525.679019 = -118777460.741137
  nChanged 1721
Iteration 93Q (126676.820000 sec): 71 clusters
  Score: Raw -118935204.640137 + Penalty 157525.679019 = -118777678.961118
  nChanged 1633
Iteration 94Q (126855.130000 sec): 71 clusters
  Score: Raw -118935394.650146 + Penalty 157525.679019 = -118777868.971127
  nChanged 1447
Iteration 95Q (127032.950000 sec): 71 clusters
  Score: Raw -118935551.263930 + Penalty 157525.679019 = -118778025.584911
  nChanged 1345
Iteration 96Q (127211.270000 sec): 71 clusters
  Score: Raw -118935700.273204 + Penalty 157525.679019 = -118778174.594184
  nChanged 1234
Iteration 97Q (127389.350000 sec): 71 clusters
  Score: Raw -118935838.014912 + Penalty 157525.679019 = -118778312.335893
  nChanged 1251
Iteration 98Q (127567.600000 sec): 71 clusters
  Score: Raw -118935971.025282 + Penalty 157525.679019 = -118778445.346263
  nChanged 1202
Writing temp clu file 
Because OldScore, -118778312.335893, is greater than current (better) Score,-118778445.346263 
 Memory request: 0.00 GB would take us to total of 3.81 GB.
Compute initial score before splitting:   Score: Raw -118935971.025282 + Penalty 157525.679019 = -118778445.346263
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 1 (10210 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127568.370000 sec): 2 clusters
  Score: Raw -1227438.674859 + Penalty 1500.057473 = -1225938.617385
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127568.560000 sec): 3 clusters
  Score: Raw -1221689.056632 + Penalty 3000.114946 = -1218688.941686
  nChanged 4451
		SP:Iteration 1F (127568.690000 sec): 3 clusters
  Score: Raw -1224615.741495 + Penalty 3000.114946 = -1221615.626549
  nChanged 952
		SP:Iteration 2F (127568.830000 sec): 3 clusters
  Score: Raw -1225598.057567 + Penalty 3000.114946 = -1222597.942621
  nChanged 1057
		SP:Iteration 3F (127568.980000 sec): 3 clusters
  Score: Raw -1226861.059295 + Penalty 3000.114946 = -1223860.944349
  nChanged 961
		SP:Iteration 4F (127569.150000 sec): 3 clusters
  Score: Raw -1228012.809959 + Penalty 3000.114946 = -1225012.695013
  nChanged 754
		SP:Iteration 5F (127569.290000 sec): 3 clusters
  Score: Raw -1228971.888879 + Penalty 3000.114946 = -1225971.773933
  nChanged 574
		SP:Iteration 6F (127569.440000 sec): 3 clusters
  Score: Raw -1229465.339770 + Penalty 3000.114946 = -1226465.224824
  nChanged 336
		SP:Iteration 7Q (127569.610000 sec): 3 clusters
  Score: Raw -1229622.250274 + Penalty 3000.114946 = -1226622.135328
  nChanged 226
		SP:Iteration 8Q (127569.750000 sec): 3 clusters
  Score: Raw -1229694.563274 + Penalty 3000.114946 = -1226694.448328
  nChanged 133
		SP:Iteration 9Q (127569.890000 sec): 3 clusters
  Score: Raw -1229723.778329 + Penalty 3000.114946 = -1226723.663382
  nChanged 70
		SP:Iteration 10Q (127570.060000 sec): 3 clusters
  Score: Raw -1229735.699984 + Penalty 3000.114946 = -1226735.585038
  nChanged 42
		SP:Iteration 11Q (127570.230000 sec): 3 clusters
  Score: Raw -1229742.910246 + Penalty 3000.114946 = -1226742.795300
  nChanged 46
		SP:Iteration 12Q (127570.370000 sec): 3 clusters
  Score: Raw -1229749.817091 + Penalty 3000.114946 = -1226749.702144
  nChanged 38
		SP:Iteration 13Q (127570.520000 sec): 3 clusters
  Score: Raw -1229754.773279 + Penalty 3000.114946 = -1226754.658332
  nChanged 20
		SP:Iteration 14Q (127570.680000 sec): 3 clusters
  Score: Raw -1229757.828676 + Penalty 3000.114946 = -1226757.713730
  nChanged 26
		SP:Iteration 15Q (127570.830000 sec): 3 clusters
  Score: Raw -1229760.791067 + Penalty 3000.114946 = -1226760.676121
  nChanged 14
		SP:Iteration 16Q (127570.970000 sec): 3 clusters
  Score: Raw -1229762.193578 + Penalty 3000.114946 = -1226762.078632
  nChanged 9
		SP:Iteration 17Q (127571.140000 sec): 3 clusters
  Score: Raw -1229763.066812 + Penalty 3000.114946 = -1226762.951866
  nChanged 5
		SP:Iteration 18Q (127571.290000 sec): 3 clusters
  Score: Raw -1229763.494151 + Penalty 3000.114946 = -1226763.379205
  nChanged 5
		SP:Iteration 19Q (127571.420000 sec): 3 clusters
  Score: Raw -1229763.922564 + Penalty 3000.114946 = -1226763.807618
  nChanged 1
		SP:Iteration 20F (127571.580000 sec): 3 clusters
  Score: Raw -1229764.008643 + Penalty 3000.114946 = -1226763.893697
  nChanged 1
		SP:Iteration 21Q (127571.760000 sec): 3 clusters
  Score: Raw -1229764.135337 + Penalty 3000.114946 = -1226764.020391
  nChanged 2
		SP:Iteration 22Q (127571.900000 sec): 3 clusters
  Score: Raw -1229764.353143 + Penalty 3000.114946 = -1226764.238197
  nChanged 2
		SP:Iteration 23Q (127572.040000 sec): 3 clusters
  Score: Raw -1229764.497520 + Penalty 3000.114946 = -1226764.382574
  nChanged 1
		SP:Iteration 24Q (127572.200000 sec): 3 clusters
  Score: Raw -1229764.542430 + Penalty 3000.114946 = -1226764.427484
  nChanged 0
		SP:Iteration 25F (127572.350000 sec): 3 clusters
  Score: Raw -1229764.542430 + Penalty 3000.114946 = -1226764.427484
  nChanged 0
  Score: Raw -118938380.493441 + Penalty 159776.045863 = -118778604.447578

Splitting cluster 1 changes total score from -118778445.346263 to -118778604.447578

 So it's getting split into cluster 71.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 2 (9015 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127788.490000 sec): 2 clusters
  Score: Raw -1015286.154425 + Penalty 1479.829835 = -1013806.324590
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127788.650000 sec): 3 clusters
  Score: Raw -1010269.687889 + Penalty 2959.659669 = -1007310.028220
  nChanged 3823
		SP:Iteration 1F (127788.780000 sec): 3 clusters
  Score: Raw -1012372.217466 + Penalty 2959.659669 = -1009412.557797
  nChanged 533
		SP:Iteration 2F (127788.900000 sec): 3 clusters
  Score: Raw -1012619.493822 + Penalty 2959.659669 = -1009659.834153
  nChanged 447
		SP:Iteration 3Q (127789.020000 sec): 3 clusters
  Score: Raw -1012848.634046 + Penalty 2959.659669 = -1009888.974377
  nChanged 435
		SP:Iteration 4Q (127789.180000 sec): 3 clusters
  Score: Raw -1013085.698984 + Penalty 2959.659669 = -1010126.039315
  nChanged 453
		SP:Iteration 5F (127789.330000 sec): 3 clusters
  Score: Raw -1013380.786200 + Penalty 2959.659669 = -1010421.126531
  nChanged 443
		SP:Iteration 6Q (127789.490000 sec): 3 clusters
  Score: Raw -1013665.556823 + Penalty 2959.659669 = -1010705.897154
  nChanged 441
		SP:Iteration 7Q (127789.630000 sec): 3 clusters
  Score: Raw -1013969.620356 + Penalty 2959.659669 = -1011009.960687
  nChanged 434
		SP:Iteration 8Q (127789.750000 sec): 3 clusters
  Score: Raw -1014261.190679 + Penalty 2959.659669 = -1011301.531010
  nChanged 405
		SP:Iteration 9Q (127789.880000 sec): 3 clusters
  Score: Raw -1014514.123290 + Penalty 2959.659669 = -1011554.463621
  nChanged 335
		SP:Iteration 10Q (127790.010000 sec): 3 clusters
  Score: Raw -1014702.685756 + Penalty 2959.659669 = -1011743.026087
  nChanged 267
		SP:Iteration 11Q (127790.150000 sec): 3 clusters
  Score: Raw -1014831.659698 + Penalty 2959.659669 = -1011872.000029
  nChanged 211
		SP:Iteration 12Q (127790.290000 sec): 3 clusters
  Score: Raw -1014929.837507 + Penalty 2959.659669 = -1011970.177837
  nChanged 189
		SP:Iteration 13Q (127790.420000 sec): 3 clusters
  Score: Raw -1015016.068261 + Penalty 2959.659669 = -1012056.408592
  nChanged 168
		SP:Iteration 14Q (127790.560000 sec): 3 clusters
  Score: Raw -1015081.061578 + Penalty 2959.659669 = -1012121.401909
  nChanged 131
		SP:Iteration 15Q (127790.690000 sec): 3 clusters
  Score: Raw -1015127.722457 + Penalty 2959.659669 = -1012168.062788
  nChanged 119
		SP:Iteration 16Q (127790.810000 sec): 3 clusters
  Score: Raw -1015173.182943 + Penalty 2959.659669 = -1012213.523274
  nChanged 109
		SP:Iteration 17Q (127790.940000 sec): 3 clusters
  Score: Raw -1015213.144987 + Penalty 2959.659669 = -1012253.485318
  nChanged 101
		SP:Iteration 18Q (127791.090000 sec): 3 clusters
  Score: Raw -1015250.851570 + Penalty 2959.659669 = -1012291.191901
  nChanged 110
		SP:Iteration 19Q (127791.230000 sec): 3 clusters
  Score: Raw -1015297.978968 + Penalty 2959.659669 = -1012338.319299
  nChanged 104
		SP:Iteration 20F (127791.380000 sec): 3 clusters
  Score: Raw -1015342.712398 + Penalty 2959.659669 = -1012383.052729
  nChanged 101
		SP:Iteration 21Q (127791.510000 sec): 3 clusters
  Score: Raw -1015387.572616 + Penalty 2959.659669 = -1012427.912947
  nChanged 105
		SP:Iteration 22Q (127791.630000 sec): 3 clusters
  Score: Raw -1015432.951284 + Penalty 2959.659669 = -1012473.291615
  nChanged 94
		SP:Iteration 23Q (127791.750000 sec): 3 clusters
  Score: Raw -1015472.623040 + Penalty 2959.659669 = -1012512.963371
  nChanged 81
		SP:Iteration 24Q (127791.880000 sec): 3 clusters
  Score: Raw -1015501.489279 + Penalty 2959.659669 = -1012541.829609
  nChanged 78
		SP:Iteration 25Q (127792.020000 sec): 3 clusters
  Score: Raw -1015528.168651 + Penalty 2959.659669 = -1012568.508981
  nChanged 69
		SP:Iteration 26Q (127792.160000 sec): 3 clusters
  Score: Raw -1015548.154781 + Penalty 2959.659669 = -1012588.495112
  nChanged 59
		SP:Iteration 27Q (127792.300000 sec): 3 clusters
  Score: Raw -1015560.930616 + Penalty 2959.659669 = -1012601.270947
  nChanged 40
		SP:Iteration 28Q (127792.440000 sec): 3 clusters
  Score: Raw -1015568.063443 + Penalty 2959.659669 = -1012608.403774
  nChanged 39
		SP:Iteration 29Q (127792.580000 sec): 3 clusters
  Score: Raw -1015575.047803 + Penalty 2959.659669 = -1012615.388134
  nChanged 29
		SP:Iteration 30Q (127792.720000 sec): 3 clusters
  Score: Raw -1015580.219931 + Penalty 2959.659669 = -1012620.560261
  nChanged 23
		SP:Iteration 31Q (127792.840000 sec): 3 clusters
  Score: Raw -1015584.096266 + Penalty 2959.659669 = -1012624.436597
  nChanged 17
		SP:Iteration 32Q (127792.960000 sec): 3 clusters
  Score: Raw -1015586.208252 + Penalty 2959.659669 = -1012626.548583
  nChanged 17
		SP:Iteration 33Q (127793.100000 sec): 3 clusters
  Score: Raw -1015588.967258 + Penalty 2959.659669 = -1012629.307589
  nChanged 16
		SP:Iteration 34Q (127793.250000 sec): 3 clusters
  Score: Raw -1015591.651199 + Penalty 2959.659669 = -1012631.991530
  nChanged 14
		SP:Iteration 35Q (127793.400000 sec): 3 clusters
  Score: Raw -1015594.136566 + Penalty 2959.659669 = -1012634.476897
  nChanged 15
		SP:Iteration 36Q (127793.550000 sec): 3 clusters
  Score: Raw -1015596.791836 + Penalty 2959.659669 = -1012637.132167
  nChanged 11
		SP:Iteration 37Q (127793.680000 sec): 3 clusters
  Score: Raw -1015598.676841 + Penalty 2959.659669 = -1012639.017172
  nChanged 12
		SP:Iteration 38Q (127793.800000 sec): 3 clusters
  Score: Raw -1015600.134506 + Penalty 2959.659669 = -1012640.474837
  nChanged 13
		SP:Iteration 39Q (127793.920000 sec): 3 clusters
  Score: Raw -1015601.974515 + Penalty 2959.659669 = -1012642.314846
  nChanged 8
		SP:Iteration 40F (127794.050000 sec): 3 clusters
  Score: Raw -1015602.690100 + Penalty 2959.659669 = -1012643.030430
  nChanged 6
		SP:Iteration 41Q (127794.200000 sec): 3 clusters
  Score: Raw -1015603.170775 + Penalty 2959.659669 = -1012643.511106
  nChanged 5
		SP:Iteration 42Q (127794.340000 sec): 3 clusters
  Score: Raw -1015603.744389 + Penalty 2959.659669 = -1012644.084720
  nChanged 3
		SP:Iteration 43Q (127794.480000 sec): 3 clusters
  Score: Raw -1015603.989072 + Penalty 2959.659669 = -1012644.329403
  nChanged 3
		SP:Iteration 44Q (127794.620000 sec): 3 clusters
  Score: Raw -1015604.290884 + Penalty 2959.659669 = -1012644.631215
  nChanged 4
		SP:Iteration 45Q (127794.760000 sec): 3 clusters
  Score: Raw -1015604.527111 + Penalty 2959.659669 = -1012644.867441
  nChanged 2
		SP:Iteration 46Q (127794.880000 sec): 3 clusters
  Score: Raw -1015604.757777 + Penalty 2959.659669 = -1012645.098108
  nChanged 2
		SP:Iteration 47Q (127795.000000 sec): 3 clusters
  Score: Raw -1015604.806231 + Penalty 2959.659669 = -1012645.146562
  nChanged 1
		SP:Iteration 48Q (127795.130000 sec): 3 clusters
  Score: Raw -1015604.872860 + Penalty 2959.659669 = -1012645.213191
  nChanged 1
		SP:Iteration 49Q (127795.290000 sec): 3 clusters
  Score: Raw -1015604.908394 + Penalty 2959.659669 = -1012645.248725
  nChanged 0
		SP:Iteration 50F (127795.450000 sec): 3 clusters
  Score: Raw -1015604.908394 + Penalty 2959.659669 = -1012645.248725
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 3 (12900 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127795.620000 sec): 2 clusters
  Score: Raw -1480116.746641 + Penalty 1538.059671 = -1478578.686970
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127795.790000 sec): 3 clusters
  Score: Raw -1472734.526737 + Penalty 3076.119342 = -1469658.407395
  nChanged 5634
		SP:Iteration 1F (127795.960000 sec): 3 clusters
  Score: Raw -1476639.029110 + Penalty 3076.119342 = -1473562.909768
  nChanged 1307
		SP:Iteration 2F (127796.150000 sec): 3 clusters
  Score: Raw -1478425.763403 + Penalty 3076.119342 = -1475349.644061
  nChanged 1434
		SP:Iteration 3F (127796.350000 sec): 3 clusters
  Score: Raw -1480624.105000 + Penalty 3076.119342 = -1477547.985658
  nChanged 1353
		SP:Iteration 4F (127796.520000 sec): 3 clusters
  Score: Raw -1482480.973616 + Penalty 3076.119342 = -1479404.854274
  nChanged 1014
		SP:Iteration 5F (127796.690000 sec): 3 clusters
  Score: Raw -1483729.079660 + Penalty 3076.119342 = -1480652.960318
  nChanged 600
		SP:Iteration 6Q (127796.890000 sec): 3 clusters
  Score: Raw -1484112.479313 + Penalty 3076.119342 = -1481036.359971
  nChanged 326
		SP:Iteration 7Q (127797.050000 sec): 3 clusters
  Score: Raw -1484274.273250 + Penalty 3076.119342 = -1481198.153908
  nChanged 214
		SP:Iteration 8Q (127797.220000 sec): 3 clusters
  Score: Raw -1484400.474653 + Penalty 3076.119342 = -1481324.355311
  nChanged 174
		SP:Iteration 9Q (127797.420000 sec): 3 clusters
  Score: Raw -1484508.912795 + Penalty 3076.119342 = -1481432.793453
  nChanged 163
		SP:Iteration 10Q (127797.590000 sec): 3 clusters
  Score: Raw -1484588.471801 + Penalty 3076.119342 = -1481512.352459
  nChanged 143
		SP:Iteration 11Q (127797.770000 sec): 3 clusters
  Score: Raw -1484641.628750 + Penalty 3076.119342 = -1481565.509408
  nChanged 110
		SP:Iteration 12Q (127797.960000 sec): 3 clusters
  Score: Raw -1484678.915883 + Penalty 3076.119342 = -1481602.796541
  nChanged 95
		SP:Iteration 13Q (127798.130000 sec): 3 clusters
  Score: Raw -1484704.900987 + Penalty 3076.119342 = -1481628.781645
  nChanged 87
		SP:Iteration 14Q (127798.290000 sec): 3 clusters
  Score: Raw -1484725.842166 + Penalty 3076.119342 = -1481649.722824
  nChanged 86
		SP:Iteration 15Q (127798.510000 sec): 3 clusters
  Score: Raw -1484747.431045 + Penalty 3076.119342 = -1481671.311703
  nChanged 84
		SP:Iteration 16Q (127798.680000 sec): 3 clusters
  Score: Raw -1484764.500008 + Penalty 3076.119342 = -1481688.380666
  nChanged 65
		SP:Iteration 17Q (127798.840000 sec): 3 clusters
  Score: Raw -1484775.577898 + Penalty 3076.119342 = -1481699.458556
  nChanged 53
		SP:Iteration 18Q (127799.060000 sec): 3 clusters
  Score: Raw -1484784.035122 + Penalty 3076.119342 = -1481707.915780
  nChanged 55
		SP:Iteration 19Q (127799.220000 sec): 3 clusters
  Score: Raw -1484793.187726 + Penalty 3076.119342 = -1481717.068384
  nChanged 38
		SP:Iteration 20F (127799.400000 sec): 3 clusters
  Score: Raw -1484797.407665 + Penalty 3076.119342 = -1481721.288324
  nChanged 26
		SP:Iteration 21Q (127799.590000 sec): 3 clusters
  Score: Raw -1484800.151056 + Penalty 3076.119342 = -1481724.031715
  nChanged 26
		SP:Iteration 22Q (127799.750000 sec): 3 clusters
  Score: Raw -1484803.137045 + Penalty 3076.119342 = -1481727.017703
  nChanged 30
		SP:Iteration 23Q (127799.940000 sec): 3 clusters
  Score: Raw -1484806.843623 + Penalty 3076.119342 = -1481730.724281
  nChanged 37
		SP:Iteration 24Q (127800.120000 sec): 3 clusters
  Score: Raw -1484812.456018 + Penalty 3076.119342 = -1481736.336676
  nChanged 35
		SP:Iteration 25Q (127800.280000 sec): 3 clusters
  Score: Raw -1484815.885034 + Penalty 3076.119342 = -1481739.765693
  nChanged 27
		SP:Iteration 26Q (127800.470000 sec): 3 clusters
  Score: Raw -1484818.768514 + Penalty 3076.119342 = -1481742.649172
  nChanged 22
		SP:Iteration 27Q (127800.640000 sec): 3 clusters
  Score: Raw -1484820.828063 + Penalty 3076.119342 = -1481744.708721
  nChanged 16
		SP:Iteration 28Q (127800.800000 sec): 3 clusters
  Score: Raw -1484822.317787 + Penalty 3076.119342 = -1481746.198445
  nChanged 11
		SP:Iteration 29Q (127800.990000 sec): 3 clusters
  Score: Raw -1484823.344064 + Penalty 3076.119342 = -1481747.224722
  nChanged 9
		SP:Iteration 30Q (127801.150000 sec): 3 clusters
  Score: Raw -1484824.086476 + Penalty 3076.119342 = -1481747.967134
  nChanged 4
		SP:Iteration 31Q (127801.340000 sec): 3 clusters
  Score: Raw -1484824.384870 + Penalty 3076.119342 = -1481748.265528
  nChanged 5
		SP:Iteration 32Q (127801.530000 sec): 3 clusters
  Score: Raw -1484824.808832 + Penalty 3076.119342 = -1481748.689490
  nChanged 9
		SP:Iteration 33Q (127801.690000 sec): 3 clusters
  Score: Raw -1484825.594131 + Penalty 3076.119342 = -1481749.474789
  nChanged 9
		SP:Iteration 34Q (127801.860000 sec): 3 clusters
  Score: Raw -1484826.234796 + Penalty 3076.119342 = -1481750.115454
  nChanged 6
		SP:Iteration 35Q (127802.060000 sec): 3 clusters
  Score: Raw -1484826.808466 + Penalty 3076.119342 = -1481750.689124
  nChanged 7
		SP:Iteration 36Q (127802.220000 sec): 3 clusters
  Score: Raw -1484827.433073 + Penalty 3076.119342 = -1481751.313731
  nChanged 8
		SP:Iteration 37Q (127802.410000 sec): 3 clusters
  Score: Raw -1484828.180067 + Penalty 3076.119342 = -1481752.060725
  nChanged 6
		SP:Iteration 38Q (127802.600000 sec): 3 clusters
  Score: Raw -1484828.529832 + Penalty 3076.119342 = -1481752.410490
  nChanged 2
		SP:Iteration 39Q (127802.760000 sec): 3 clusters
  Score: Raw -1484828.623290 + Penalty 3076.119342 = -1481752.503949
  nChanged 0
		SP:Iteration 40F (127802.940000 sec): 3 clusters
  Score: Raw -1484828.623290 + Penalty 3076.119342 = -1481752.503949
  nChanged 0
  Score: Raw -118943092.370090 + Penalty 162026.412706 = -118781065.957384

Splitting cluster 3 changes total score from -118778445.346263 to -118781065.957384

 So it's getting split into cluster 72.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 4 (37814 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128024.120000 sec): 2 clusters
  Score: Raw -4655110.389093 + Penalty 1712.820636 = -4653397.568457
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128024.490000 sec): 3 clusters
  Score: Raw -4631456.963006 + Penalty 3425.641272 = -4628031.321734
  nChanged 17709
		SP:Iteration 1F (128024.870000 sec): 3 clusters
  Score: Raw -4641735.908068 + Penalty 3425.641272 = -4638310.266796
  nChanged 2287
		SP:Iteration 2F (128025.250000 sec): 3 clusters
  Score: Raw -4643072.569418 + Penalty 3425.641272 = -4639646.928146
  nChanged 2795
		SP:Iteration 3F (128025.640000 sec): 3 clusters
  Score: Raw -4645158.382959 + Penalty 3425.641272 = -4641732.741687
  nChanged 3231
		SP:Iteration 4F (128026.030000 sec): 3 clusters
  Score: Raw -4647620.764339 + Penalty 3425.641272 = -4644195.123067
  nChanged 3050
		SP:Iteration 5F (128026.430000 sec): 3 clusters
  Score: Raw -4649577.573651 + Penalty 3425.641272 = -4646151.932379
  nChanged 2220
		SP:Iteration 6F (128026.810000 sec): 3 clusters
  Score: Raw -4650640.906308 + Penalty 3425.641272 = -4647215.265036
  nChanged 1504
		SP:Iteration 7Q (128027.200000 sec): 3 clusters
  Score: Raw -4651154.727763 + Penalty 3425.641272 = -4647729.086490
  nChanged 1018
		SP:Iteration 8Q (128027.600000 sec): 3 clusters
  Score: Raw -4651438.304810 + Penalty 3425.641272 = -4648012.663538
  nChanged 716
		SP:Iteration 9Q (128028.000000 sec): 3 clusters
  Score: Raw -4651630.545732 + Penalty 3425.641272 = -4648204.904460
  nChanged 641
		SP:Iteration 10Q (128028.410000 sec): 3 clusters
  Score: Raw -4651826.640566 + Penalty 3425.641272 = -4648400.999294
  nChanged 670
		SP:Iteration 11Q (128028.790000 sec): 3 clusters
  Score: Raw -4652061.853844 + Penalty 3425.641272 = -4648636.212572
  nChanged 729
		SP:Iteration 12Q (128029.190000 sec): 3 clusters
  Score: Raw -4652333.062981 + Penalty 3425.641272 = -4648907.421708
  nChanged 759
		SP:Iteration 13Q (128029.590000 sec): 3 clusters
  Score: Raw -4652615.661010 + Penalty 3425.641272 = -4649190.019738
  nChanged 803
		SP:Iteration 14Q (128030.000000 sec): 3 clusters
  Score: Raw -4652911.164263 + Penalty 3425.641272 = -4649485.522991
  nChanged 815
		SP:Iteration 15Q (128030.400000 sec): 3 clusters
  Score: Raw -4653197.416294 + Penalty 3425.641272 = -4649771.775022
  nChanged 850
		SP:Iteration 16Q (128030.790000 sec): 3 clusters
  Score: Raw -4653468.366374 + Penalty 3425.641272 = -4650042.725102
  nChanged 865
		SP:Iteration 17Q (128031.190000 sec): 3 clusters
  Score: Raw -4653721.019681 + Penalty 3425.641272 = -4650295.378409
  nChanged 857
		SP:Iteration 18Q (128031.580000 sec): 3 clusters
  Score: Raw -4653963.480101 + Penalty 3425.641272 = -4650537.838829
  nChanged 829
		SP:Iteration 19Q (128031.980000 sec): 3 clusters
  Score: Raw -4654192.514089 + Penalty 3425.641272 = -4650766.872817
  nChanged 838
		SP:Iteration 20F (128032.370000 sec): 3 clusters
  Score: Raw -4654438.386250 + Penalty 3425.641272 = -4651012.744978
  nChanged 864
		SP:Iteration 21Q (128032.760000 sec): 3 clusters
  Score: Raw -4654686.732012 + Penalty 3425.641272 = -4651261.090740
  nChanged 843
		SP:Iteration 22Q (128033.150000 sec): 3 clusters
  Score: Raw -4654926.052554 + Penalty 3425.641272 = -4651500.411282
  nChanged 792
		SP:Iteration 23Q (128033.480000 sec): 3 clusters
  Score: Raw -4655149.619998 + Penalty 3425.641272 = -4651723.978726
  nChanged 749
		SP:Iteration 24Q (128033.850000 sec): 3 clusters
  Score: Raw -4655368.483725 + Penalty 3425.641272 = -4651942.842453
  nChanged 703
		SP:Iteration 25Q (128034.230000 sec): 3 clusters
  Score: Raw -4655565.093628 + Penalty 3425.641272 = -4652139.452356
  nChanged 645
		SP:Iteration 26Q (128034.620000 sec): 3 clusters
  Score: Raw -4655745.365195 + Penalty 3425.641272 = -4652319.723923
  nChanged 593
		SP:Iteration 27Q (128035.000000 sec): 3 clusters
  Score: Raw -4655898.995936 + Penalty 3425.641272 = -4652473.354664
  nChanged 521
		SP:Iteration 28Q (128035.330000 sec): 3 clusters
  Score: Raw -4656022.327642 + Penalty 3425.641272 = -4652596.686370
  nChanged 454
		SP:Iteration 29Q (128035.690000 sec): 3 clusters
  Score: Raw -4656127.307351 + Penalty 3425.641272 = -4652701.666079
  nChanged 365
		SP:Iteration 30Q (128036.070000 sec): 3 clusters
  Score: Raw -4656205.078424 + Penalty 3425.641272 = -4652779.437152
  nChanged 320
		SP:Iteration 31Q (128036.450000 sec): 3 clusters
  Score: Raw -4656271.970368 + Penalty 3425.641272 = -4652846.329096
  nChanged 268
		SP:Iteration 32Q (128036.780000 sec): 3 clusters
  Score: Raw -4656330.596322 + Penalty 3425.641272 = -4652904.955050
  nChanged 269
		SP:Iteration 33Q (128037.140000 sec): 3 clusters
  Score: Raw -4656384.495997 + Penalty 3425.641272 = -4652958.854725
  nChanged 241
		SP:Iteration 34Q (128037.510000 sec): 3 clusters
  Score: Raw -4656431.475993 + Penalty 3425.641272 = -4653005.834721
  nChanged 191
		SP:Iteration 35Q (128037.840000 sec): 3 clusters
  Score: Raw -4656464.731237 + Penalty 3425.641272 = -4653039.089965
  nChanged 163
		SP:Iteration 36Q (128038.200000 sec): 3 clusters
  Score: Raw -4656491.992774 + Penalty 3425.641272 = -4653066.351502
  nChanged 129
		SP:Iteration 37Q (128038.570000 sec): 3 clusters
  Score: Raw -4656512.495360 + Penalty 3425.641272 = -4653086.854088
  nChanged 104
		SP:Iteration 38Q (128038.900000 sec): 3 clusters
  Score: Raw -4656529.908615 + Penalty 3425.641272 = -4653104.267343
  nChanged 100
		SP:Iteration 39Q (128039.260000 sec): 3 clusters
  Score: Raw -4656544.099371 + Penalty 3425.641272 = -4653118.458099
  nChanged 83
		SP:Iteration 40F (128039.670000 sec): 3 clusters
  Score: Raw -4656554.499809 + Penalty 3425.641272 = -4653128.858536
  nChanged 79
		SP:Iteration 41Q (128040.040000 sec): 3 clusters
  Score: Raw -4656565.857930 + Penalty 3425.641272 = -4653140.216658
  nChanged 75
		SP:Iteration 42Q (128040.420000 sec): 3 clusters
  Score: Raw -4656575.020754 + Penalty 3425.641272 = -4653149.379482
  nChanged 70
		SP:Iteration 43Q (128040.760000 sec): 3 clusters
  Score: Raw -4656582.455498 + Penalty 3425.641272 = -4653156.814226
  nChanged 53
		SP:Iteration 44Q (128041.110000 sec): 3 clusters
  Score: Raw -4656588.195752 + Penalty 3425.641272 = -4653162.554479
  nChanged 47
		SP:Iteration 45Q (128041.480000 sec): 3 clusters
  Score: Raw -4656593.698902 + Penalty 3425.641272 = -4653168.057630
  nChanged 58
		SP:Iteration 46Q (128041.810000 sec): 3 clusters
  Score: Raw -4656600.796782 + Penalty 3425.641272 = -4653175.155510
  nChanged 48
		SP:Iteration 47Q (128042.160000 sec): 3 clusters
  Score: Raw -4656606.418395 + Penalty 3425.641272 = -4653180.777123
  nChanged 50
		SP:Iteration 48Q (128042.540000 sec): 3 clusters
  Score: Raw -4656612.692562 + Penalty 3425.641272 = -4653187.051290
  nChanged 51
		SP:Iteration 49Q (128042.870000 sec): 3 clusters
  Score: Raw -4656619.011226 + Penalty 3425.641272 = -4653193.369954
  nChanged 54
		SP:Iteration 50Q (128043.220000 sec): 3 clusters
  Score: Raw -4656625.505441 + Penalty 3425.641272 = -4653199.864169
  nChanged 46
		SP:Iteration 51Q (128043.590000 sec): 3 clusters
  Score: Raw -4656630.693998 + Penalty 3425.641272 = -4653205.052726
  nChanged 30
		SP:Iteration 52Q (128043.920000 sec): 3 clusters
  Score: Raw -4656633.293173 + Penalty 3425.641272 = -4653207.651901
  nChanged 23
		SP:Iteration 53Q (128044.270000 sec): 3 clusters
  Score: Raw -4656635.291228 + Penalty 3425.641272 = -4653209.649955
  nChanged 24
		SP:Iteration 54Q (128044.640000 sec): 3 clusters
  Score: Raw -4656637.459522 + Penalty 3425.641272 = -4653211.818250
  nChanged 20
		SP:Iteration 55Q (128044.980000 sec): 3 clusters
  Score: Raw -4656639.176361 + Penalty 3425.641272 = -4653213.535089
  nChanged 15
		SP:Iteration 56Q (128045.320000 sec): 3 clusters
  Score: Raw -4656640.423073 + Penalty 3425.641272 = -4653214.781801
  nChanged 16
		SP:Iteration 57Q (128045.700000 sec): 3 clusters
  Score: Raw -4656642.116587 + Penalty 3425.641272 = -4653216.475315
  nChanged 20
		SP:Iteration 58Q (128046.030000 sec): 3 clusters
  Score: Raw -4656644.205883 + Penalty 3425.641272 = -4653218.564610
  nChanged 17
		SP:Iteration 59Q (128046.380000 sec): 3 clusters
  Score: Raw -4656645.376351 + Penalty 3425.641272 = -4653219.735078
  nChanged 9
		SP:Iteration 60F (128046.780000 sec): 3 clusters
  Score: Raw -4656646.015944 + Penalty 3425.641272 = -4653220.374672
  nChanged 8
		SP:Iteration 61Q (128047.160000 sec): 3 clusters
  Score: Raw -4656646.626839 + Penalty 3425.641272 = -4653220.985567
  nChanged 7
		SP:Iteration 62Q (128047.480000 sec): 3 clusters
  Score: Raw -4656647.369318 + Penalty 3425.641272 = -4653221.728046
  nChanged 12
		SP:Iteration 63Q (128047.830000 sec): 3 clusters
  Score: Raw -4656648.381421 + Penalty 3425.641272 = -4653222.740149
  nChanged 8
		SP:Iteration 64Q (128048.200000 sec): 3 clusters
  Score: Raw -4656648.948214 + Penalty 3425.641272 = -4653223.306942
  nChanged 6
		SP:Iteration 65Q (128048.540000 sec): 3 clusters
  Score: Raw -4656649.318653 + Penalty 3425.641272 = -4653223.677381
  nChanged 4
		SP:Iteration 66Q (128048.890000 sec): 3 clusters
  Score: Raw -4656649.612796 + Penalty 3425.641272 = -4653223.971524
  nChanged 5
		SP:Iteration 67Q (128049.270000 sec): 3 clusters
  Score: Raw -4656650.111721 + Penalty 3425.641272 = -4653224.470449
  nChanged 5
		SP:Iteration 68Q (128049.590000 sec): 3 clusters
  Score: Raw -4656650.518654 + Penalty 3425.641272 = -4653224.877382
  nChanged 5
		SP:Iteration 69Q (128049.940000 sec): 3 clusters
  Score: Raw -4656650.863800 + Penalty 3425.641272 = -4653225.222528
  nChanged 4
		SP:Iteration 70Q (128050.300000 sec): 3 clusters
  Score: Raw -4656651.223529 + Penalty 3425.641272 = -4653225.582257
  nChanged 4
		SP:Iteration 71Q (128050.630000 sec): 3 clusters
  Score: Raw -4656651.505702 + Penalty 3425.641272 = -4653225.864430
  nChanged 3
		SP:Iteration 72Q (128051.000000 sec): 3 clusters
  Score: Raw -4656651.674356 + Penalty 3425.641272 = -4653226.033083
  nChanged 3
		SP:Iteration 73Q (128051.380000 sec): 3 clusters
  Score: Raw -4656651.865941 + Penalty 3425.641272 = -4653226.224669
  nChanged 1
		SP:Iteration 74Q (128051.700000 sec): 3 clusters
  Score: Raw -4656651.977707 + Penalty 3425.641272 = -4653226.336435
  nChanged 2
		SP:Iteration 75Q (128052.060000 sec): 3 clusters
  Score: Raw -4656652.191504 + Penalty 3425.641272 = -4653226.550232
  nChanged 4
		SP:Iteration 76Q (128052.430000 sec): 3 clusters
  Score: Raw -4656652.506962 + Penalty 3425.641272 = -4653226.865690
  nChanged 1
		SP:Iteration 77Q (128052.750000 sec): 3 clusters
  Score: Raw -4656652.543128 + Penalty 3425.641272 = -4653226.901856
  nChanged 0
		SP:Iteration 78F (128053.140000 sec): 3 clusters
  Score: Raw -4656652.543128 + Penalty 3425.641272 = -4653226.901856
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 5 (5571 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128053.210000 sec): 2 clusters
  Score: Raw -655626.028031 + Penalty 1401.616101 = -654224.411930
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128053.310000 sec): 3 clusters
  Score: Raw -652692.811810 + Penalty 2803.232201 = -649889.579608
  nChanged 2319
		SP:Iteration 1F (128053.410000 sec): 3 clusters
  Score: Raw -654096.357298 + Penalty 2803.232201 = -651293.125096
  nChanged 506
		SP:Iteration 2F (128053.510000 sec): 3 clusters
  Score: Raw -654533.916911 + Penalty 2803.232201 = -651730.684710
  nChanged 426
		SP:Iteration 3F (128053.610000 sec): 3 clusters
  Score: Raw -654913.527784 + Penalty 2803.232201 = -652110.295583
  nChanged 400
		SP:Iteration 4F (128053.700000 sec): 3 clusters
  Score: Raw -655221.593251 + Penalty 2803.232201 = -652418.361050
  nChanged 323
		SP:Iteration 5F (128053.790000 sec): 3 clusters
  Score: Raw -655447.737099 + Penalty 2803.232201 = -652644.504898
  nChanged 238
		SP:Iteration 6Q (128053.890000 sec): 3 clusters
  Score: Raw -655576.544247 + Penalty 2803.232201 = -652773.312046
  nChanged 186
		SP:Iteration 7Q (128053.980000 sec): 3 clusters
  Score: Raw -655666.230762 + Penalty 2803.232201 = -652862.998561
  nChanged 152
		SP:Iteration 8Q (128054.080000 sec): 3 clusters
  Score: Raw -655735.239945 + Penalty 2803.232201 = -652932.007744
  nChanged 114
		SP:Iteration 9Q (128054.170000 sec): 3 clusters
  Score: Raw -655784.442202 + Penalty 2803.232201 = -652981.210000
  nChanged 107
		SP:Iteration 10Q (128054.270000 sec): 3 clusters
  Score: Raw -655824.035336 + Penalty 2803.232201 = -653020.803134
  nChanged 77
		SP:Iteration 11Q (128054.370000 sec): 3 clusters
  Score: Raw -655849.388308 + Penalty 2803.232201 = -653046.156107
  nChanged 60
		SP:Iteration 12Q (128054.460000 sec): 3 clusters
  Score: Raw -655871.770195 + Penalty 2803.232201 = -653068.537994
  nChanged 61
		SP:Iteration 13Q (128054.550000 sec): 3 clusters
  Score: Raw -655894.819094 + Penalty 2803.232201 = -653091.586893
  nChanged 65
		SP:Iteration 14Q (128054.640000 sec): 3 clusters
  Score: Raw -655918.749515 + Penalty 2803.232201 = -653115.517314
  nChanged 58
		SP:Iteration 15Q (128054.740000 sec): 3 clusters
  Score: Raw -655936.444063 + Penalty 2803.232201 = -653133.211862
  nChanged 42
		SP:Iteration 16Q (128054.830000 sec): 3 clusters
  Score: Raw -655948.814995 + Penalty 2803.232201 = -653145.582794
  nChanged 37
		SP:Iteration 17Q (128054.930000 sec): 3 clusters
  Score: Raw -655958.998924 + Penalty 2803.232201 = -653155.766723
  nChanged 40
		SP:Iteration 18Q (128055.030000 sec): 3 clusters
  Score: Raw -655970.194462 + Penalty 2803.232201 = -653166.962261
  nChanged 32
		SP:Iteration 19Q (128055.120000 sec): 3 clusters
  Score: Raw -655980.991433 + Penalty 2803.232201 = -653177.759232
  nChanged 29
		SP:Iteration 20F (128055.220000 sec): 3 clusters
  Score: Raw -655992.094599 + Penalty 2803.232201 = -653188.862398
  nChanged 39
		SP:Iteration 21Q (128055.320000 sec): 3 clusters
  Score: Raw -656008.113374 + Penalty 2803.232201 = -653204.881173
  nChanged 35
		SP:Iteration 22Q (128055.410000 sec): 3 clusters
  Score: Raw -656021.683345 + Penalty 2803.232201 = -653218.451143
  nChanged 31
		SP:Iteration 23Q (128055.500000 sec): 3 clusters
  Score: Raw -656030.560344 + Penalty 2803.232201 = -653227.328143
  nChanged 19
		SP:Iteration 24Q (128055.600000 sec): 3 clusters
  Score: Raw -656035.944934 + Penalty 2803.232201 = -653232.712733
  nChanged 25
		SP:Iteration 25Q (128055.690000 sec): 3 clusters
  Score: Raw -656042.583124 + Penalty 2803.232201 = -653239.350922
  nChanged 17
		SP:Iteration 26Q (128055.790000 sec): 3 clusters
  Score: Raw -656048.690628 + Penalty 2803.232201 = -653245.458426
  nChanged 21
		SP:Iteration 27Q (128055.880000 sec): 3 clusters
  Score: Raw -656057.210308 + Penalty 2803.232201 = -653253.978106
  nChanged 21
		SP:Iteration 28Q (128055.970000 sec): 3 clusters
  Score: Raw -656064.977834 + Penalty 2803.232201 = -653261.745633
  nChanged 22
		SP:Iteration 29Q (128056.070000 sec): 3 clusters
  Score: Raw -656072.294936 + Penalty 2803.232201 = -653269.062735
  nChanged 16
		SP:Iteration 30Q (128056.160000 sec): 3 clusters
  Score: Raw -656078.998189 + Penalty 2803.232201 = -653275.765988
  nChanged 25
		SP:Iteration 31Q (128056.250000 sec): 3 clusters
  Score: Raw -656089.099765 + Penalty 2803.232201 = -653285.867564
  nChanged 22
		SP:Iteration 32Q (128056.350000 sec): 3 clusters
  Score: Raw -656097.859497 + Penalty 2803.232201 = -653294.627296
  nChanged 24
		SP:Iteration 33Q (128056.440000 sec): 3 clusters
  Score: Raw -656107.834568 + Penalty 2803.232201 = -653304.602367
  nChanged 22
		SP:Iteration 34Q (128056.540000 sec): 3 clusters
  Score: Raw -656113.789885 + Penalty 2803.232201 = -653310.557684
  nChanged 14
		SP:Iteration 35Q (128056.630000 sec): 3 clusters
  Score: Raw -656117.295696 + Penalty 2803.232201 = -653314.063494
  nChanged 14
		SP:Iteration 36Q (128056.720000 sec): 3 clusters
  Score: Raw -656121.155712 + Penalty 2803.232201 = -653317.923511
  nChanged 12
		SP:Iteration 37Q (128056.820000 sec): 3 clusters
  Score: Raw -656123.672456 + Penalty 2803.232201 = -653320.440255
  nChanged 6
		SP:Iteration 38Q (128056.910000 sec): 3 clusters
  Score: Raw -656125.465702 + Penalty 2803.232201 = -653322.233501
  nChanged 5
		SP:Iteration 39Q (128057.000000 sec): 3 clusters
  Score: Raw -656127.429520 + Penalty 2803.232201 = -653324.197319
  nChanged 7
		SP:Iteration 40F (128057.100000 sec): 3 clusters
  Score: Raw -656129.478169 + Penalty 2803.232201 = -653326.245968
  nChanged 9
		SP:Iteration 41Q (128057.190000 sec): 3 clusters
  Score: Raw -656132.340383 + Penalty 2803.232201 = -653329.108182
  nChanged 10
		SP:Iteration 42Q (128057.290000 sec): 3 clusters
  Score: Raw -656135.622285 + Penalty 2803.232201 = -653332.390083
  nChanged 10
		SP:Iteration 43Q (128057.380000 sec): 3 clusters
  Score: Raw -656138.814427 + Penalty 2803.232201 = -653335.582226
  nChanged 10
		SP:Iteration 44Q (128057.470000 sec): 3 clusters
  Score: Raw -656141.905562 + Penalty 2803.232201 = -653338.673361
  nChanged 11
		SP:Iteration 45Q (128057.560000 sec): 3 clusters
  Score: Raw -656144.450318 + Penalty 2803.232201 = -653341.218117
  nChanged 8
		SP:Iteration 46Q (128057.660000 sec): 3 clusters
  Score: Raw -656146.472571 + Penalty 2803.232201 = -653343.240370
  nChanged 7
		SP:Iteration 47Q (128057.760000 sec): 3 clusters
  Score: Raw -656148.183964 + Penalty 2803.232201 = -653344.951763
  nChanged 9
		SP:Iteration 48Q (128057.850000 sec): 3 clusters
  Score: Raw -656150.221215 + Penalty 2803.232201 = -653346.989014
  nChanged 7
		SP:Iteration 49Q (128057.940000 sec): 3 clusters
  Score: Raw -656151.609053 + Penalty 2803.232201 = -653348.376852
  nChanged 5
		SP:Iteration 50Q (128058.030000 sec): 3 clusters
  Score: Raw -656152.554443 + Penalty 2803.232201 = -653349.322242
  nChanged 4
		SP:Iteration 51Q (128058.120000 sec): 3 clusters
  Score: Raw -656153.189792 + Penalty 2803.232201 = -653349.957591
  nChanged 4
		SP:Iteration 52Q (128058.220000 sec): 3 clusters
  Score: Raw -656153.985898 + Penalty 2803.232201 = -653350.753697
  nChanged 2
		SP:Iteration 53Q (128058.310000 sec): 3 clusters
  Score: Raw -656154.780215 + Penalty 2803.232201 = -653351.548014
  nChanged 7
		SP:Iteration 54Q (128058.410000 sec): 3 clusters
  Score: Raw -656156.484876 + Penalty 2803.232201 = -653353.252674
  nChanged 10
		SP:Iteration 55Q (128058.500000 sec): 3 clusters
  Score: Raw -656159.841864 + Penalty 2803.232201 = -653356.609663
  nChanged 9
		SP:Iteration 56Q (128058.600000 sec): 3 clusters
  Score: Raw -656162.136125 + Penalty 2803.232201 = -653358.903924
  nChanged 11
		SP:Iteration 57Q (128058.690000 sec): 3 clusters
  Score: Raw -656164.445467 + Penalty 2803.232201 = -653361.213266
  nChanged 7
		SP:Iteration 58Q (128058.780000 sec): 3 clusters
  Score: Raw -656166.507623 + Penalty 2803.232201 = -653363.275422
  nChanged 7
		SP:Iteration 59Q (128058.880000 sec): 3 clusters
  Score: Raw -656168.134263 + Penalty 2803.232201 = -653364.902062
  nChanged 5
		SP:Iteration 60F (128058.970000 sec): 3 clusters
  Score: Raw -656169.612225 + Penalty 2803.232201 = -653366.380024
  nChanged 8
		SP:Iteration 61Q (128059.070000 sec): 3 clusters
  Score: Raw -656170.977171 + Penalty 2803.232201 = -653367.744970
  nChanged 6
		SP:Iteration 62Q (128059.160000 sec): 3 clusters
  Score: Raw -656172.318079 + Penalty 2803.232201 = -653369.085877
  nChanged 8
		SP:Iteration 63Q (128059.260000 sec): 3 clusters
  Score: Raw -656174.273191 + Penalty 2803.232201 = -653371.040989
  nChanged 8
		SP:Iteration 64Q (128059.340000 sec): 3 clusters
  Score: Raw -656176.698191 + Penalty 2803.232201 = -653373.465990
  nChanged 5
		SP:Iteration 65Q (128059.440000 sec): 3 clusters
  Score: Raw -656177.523348 + Penalty 2803.232201 = -653374.291147
  nChanged 1
		SP:Iteration 66Q (128059.540000 sec): 3 clusters
  Score: Raw -656177.646146 + Penalty 2803.232201 = -653374.413945
  nChanged 0
		SP:Iteration 67F (128059.630000 sec): 3 clusters
  Score: Raw -656177.646146 + Penalty 2803.232201 = -653374.413945
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 6 (4700 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128059.710000 sec): 2 clusters
  Score: Raw -523402.415446 + Penalty 1373.989141 = -522028.426305
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128059.820000 sec): 3 clusters
  Score: Raw -521035.555850 + Penalty 2747.978281 = -518287.577569
  nChanged 1845
		SP:Iteration 1F (128059.900000 sec): 3 clusters
  Score: Raw -522172.919814 + Penalty 2747.978281 = -519424.941533
  nChanged 410
		SP:Iteration 2F (128059.980000 sec): 3 clusters
  Score: Raw -522455.511294 + Penalty 2747.978281 = -519707.533013
  nChanged 309
		SP:Iteration 3F (128060.070000 sec): 3 clusters
  Score: Raw -522644.594646 + Penalty 2747.978281 = -519896.616365
  nChanged 244
		SP:Iteration 4F (128060.150000 sec): 3 clusters
  Score: Raw -522808.517535 + Penalty 2747.978281 = -520060.539254
  nChanged 204
		SP:Iteration 5Q (128060.240000 sec): 3 clusters
  Score: Raw -522952.605354 + Penalty 2747.978281 = -520204.627073
  nChanged 193
		SP:Iteration 6Q (128060.320000 sec): 3 clusters
  Score: Raw -523083.382832 + Penalty 2747.978281 = -520335.404551
  nChanged 208
		SP:Iteration 7Q (128060.400000 sec): 3 clusters
  Score: Raw -523220.212937 + Penalty 2747.978281 = -520472.234656
  nChanged 194
		SP:Iteration 8Q (128060.490000 sec): 3 clusters
  Score: Raw -523327.906887 + Penalty 2747.978281 = -520579.928606
  nChanged 157
		SP:Iteration 9Q (128060.570000 sec): 3 clusters
  Score: Raw -523422.459826 + Penalty 2747.978281 = -520674.481545
  nChanged 139
		SP:Iteration 10Q (128060.660000 sec): 3 clusters
  Score: Raw -523513.351363 + Penalty 2747.978281 = -520765.373082
  nChanged 139
		SP:Iteration 11Q (128060.740000 sec): 3 clusters
  Score: Raw -523622.554785 + Penalty 2747.978281 = -520874.576504
  nChanged 141
		SP:Iteration 12Q (128060.830000 sec): 3 clusters
  Score: Raw -523752.001088 + Penalty 2747.978281 = -521004.022807
  nChanged 164
		SP:Iteration 13Q (128060.910000 sec): 3 clusters
  Score: Raw -523904.491326 + Penalty 2747.978281 = -521156.513045
  nChanged 162
		SP:Iteration 14Q (128060.990000 sec): 3 clusters
  Score: Raw -524062.233597 + Penalty 2747.978281 = -521314.255316
  nChanged 160
		SP:Iteration 15Q (128061.070000 sec): 3 clusters
  Score: Raw -524231.269832 + Penalty 2747.978281 = -521483.291551
  nChanged 140
		SP:Iteration 16Q (128061.160000 sec): 3 clusters
  Score: Raw -524389.146006 + Penalty 2747.978281 = -521641.167725
  nChanged 131
		SP:Iteration 17Q (128061.240000 sec): 3 clusters
  Score: Raw -524523.729822 + Penalty 2747.978281 = -521775.751541
  nChanged 110
		SP:Iteration 18Q (128061.320000 sec): 3 clusters
  Score: Raw -524607.185046 + Penalty 2747.978281 = -521859.206765
  nChanged 76
		SP:Iteration 19Q (128061.400000 sec): 3 clusters
  Score: Raw -524666.398732 + Penalty 2747.978281 = -521918.420451
  nChanged 69
		SP:Iteration 20F (128061.490000 sec): 3 clusters
  Score: Raw -524723.950627 + Penalty 2747.978281 = -521975.972346
  nChanged 58
		SP:Iteration 21Q (128061.570000 sec): 3 clusters
  Score: Raw -524756.576747 + Penalty 2747.978281 = -522008.598466
  nChanged 36
		SP:Iteration 22Q (128061.650000 sec): 3 clusters
  Score: Raw -524773.493550 + Penalty 2747.978281 = -522025.515269
  nChanged 31
		SP:Iteration 23Q (128061.730000 sec): 3 clusters
  Score: Raw -524786.581968 + Penalty 2747.978281 = -522038.603687
  nChanged 28
		SP:Iteration 24Q (128061.810000 sec): 3 clusters
  Score: Raw -524799.443343 + Penalty 2747.978281 = -522051.465062
  nChanged 21
		SP:Iteration 25Q (128061.890000 sec): 3 clusters
  Score: Raw -524808.275280 + Penalty 2747.978281 = -522060.296999
  nChanged 20
		SP:Iteration 26Q (128061.970000 sec): 3 clusters
  Score: Raw -524813.972536 + Penalty 2747.978281 = -522065.994255
  nChanged 12
		SP:Iteration 27Q (128062.050000 sec): 3 clusters
  Score: Raw -524818.355955 + Penalty 2747.978281 = -522070.377674
  nChanged 12
		SP:Iteration 28Q (128062.130000 sec): 3 clusters
  Score: Raw -524821.207702 + Penalty 2747.978281 = -522073.229421
  nChanged 8
		SP:Iteration 29Q (128062.210000 sec): 3 clusters
  Score: Raw -524823.786325 + Penalty 2747.978281 = -522075.808044
  nChanged 6
		SP:Iteration 30Q (128062.290000 sec): 3 clusters
  Score: Raw -524825.482816 + Penalty 2747.978281 = -522077.504535
  nChanged 6
		SP:Iteration 31Q (128062.370000 sec): 3 clusters
  Score: Raw -524826.464150 + Penalty 2747.978281 = -522078.485869
  nChanged 6
		SP:Iteration 32Q (128062.450000 sec): 3 clusters
  Score: Raw -524828.049669 + Penalty 2747.978281 = -522080.071388
  nChanged 4
		SP:Iteration 33Q (128062.530000 sec): 3 clusters
  Score: Raw -524828.871112 + Penalty 2747.978281 = -522080.892831
  nChanged 2
		SP:Iteration 34Q (128062.610000 sec): 3 clusters
  Score: Raw -524829.933596 + Penalty 2747.978281 = -522081.955315
  nChanged 2
		SP:Iteration 35Q (128062.690000 sec): 3 clusters
  Score: Raw -524830.372349 + Penalty 2747.978281 = -522082.394068
  nChanged 4
		SP:Iteration 36Q (128062.770000 sec): 3 clusters
  Score: Raw -524831.205529 + Penalty 2747.978281 = -522083.227248
  nChanged 2
		SP:Iteration 37Q (128062.850000 sec): 3 clusters
  Score: Raw -524831.375823 + Penalty 2747.978281 = -522083.397542
  nChanged 0
		SP:Iteration 38F (128062.930000 sec): 3 clusters
  Score: Raw -524831.375823 + Penalty 2747.978281 = -522083.397542
  nChanged 0
  Score: Raw -118944521.330467 + Penalty 164276.779549 = -118780244.550918

Splitting cluster 6 changes total score from -118778445.346263 to -118780244.550918

 So it's getting split into cluster 73.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 7 (119 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128282.730000 sec): 2 clusters
  Score: Raw -12256.707327 + Penalty 776.607568 = -11480.099760
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128282.730000 sec): 3 clusters
  Score: Raw -12470.338650 + Penalty 1553.215135 = -10917.123514
  nChanged 8
		SP:Iteration 1F (128282.730000 sec): 3 clusters
  Score: Raw -12493.238061 + Penalty 1553.215135 = -10940.022925
  nChanged 3
		SP:Iteration 2Q (128282.740000 sec): 3 clusters
  Score: Raw -12508.633903 + Penalty 1553.215135 = -10955.418768
  nChanged 2
		SP:Iteration 3Q (128282.740000 sec): 3 clusters
  Score: Raw -12521.295280 + Penalty 1553.215135 = -10968.080145
  nChanged 0
		SP:Iteration 4F (128282.750000 sec): 3 clusters
  Score: Raw -12521.295280 + Penalty 1553.215135 = -10968.080145
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 8 (374 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128282.790000 sec): 2 clusters
  Score: Raw -39183.224651 + Penalty 962.691567 = -38220.533084
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128282.800000 sec): 3 clusters
  Score: Raw -39208.680247 + Penalty 1925.383134 = -37283.297113
  nChanged 81
		SP:Iteration 1F (128282.810000 sec): 3 clusters
  Score: Raw -39377.245796 + Penalty 1925.383134 = -37451.862662
  nChanged 19
		SP:Iteration 2F (128282.830000 sec): 3 clusters
  Score: Raw -39433.027203 + Penalty 1925.383134 = -37507.644069
  nChanged 10
		SP:Iteration 3Q (128282.830000 sec): 3 clusters
  Score: Raw -39468.422639 + Penalty 1925.383134 = -37543.039505
  nChanged 9
		SP:Iteration 4Q (128282.850000 sec): 3 clusters
  Score: Raw -39490.571719 + Penalty 1925.383134 = -37565.188585
  nChanged 7
		SP:Iteration 5Q (128282.850000 sec): 3 clusters
  Score: Raw -39505.264368 + Penalty 1925.383134 = -37579.881234
  nChanged 4
		SP:Iteration 6Q (128282.860000 sec): 3 clusters
  Score: Raw -39515.861721 + Penalty 1925.383134 = -37590.478587
  nChanged 2
		SP:Iteration 7Q (128282.870000 sec): 3 clusters
  Score: Raw -39520.738139 + Penalty 1925.383134 = -37595.355005
  nChanged 1
		SP:Iteration 8Q (128282.880000 sec): 3 clusters
  Score: Raw -39521.345047 + Penalty 1925.383134 = -37595.961913
  nChanged 0
		SP:Iteration 9F (128282.890000 sec): 3 clusters
  Score: Raw -39521.345047 + Penalty 1925.383134 = -37595.961913
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 9 (9316 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128283.010000 sec): 2 clusters
  Score: Raw -1184770.953378 + Penalty 1485.166903 = -1183285.786475
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128283.180000 sec): 3 clusters
  Score: Raw -1179518.387297 + Penalty 2970.333805 = -1176548.053492
  nChanged 3973
		SP:Iteration 1F (128283.310000 sec): 3 clusters
  Score: Raw -1181695.666328 + Penalty 2970.333805 = -1178725.332523
  nChanged 590
		SP:Iteration 2F (128283.450000 sec): 3 clusters
  Score: Raw -1181995.260492 + Penalty 2970.333805 = -1179024.926687
  nChanged 581
		SP:Iteration 3F (128283.600000 sec): 3 clusters
  Score: Raw -1182334.468703 + Penalty 2970.333805 = -1179364.134898
  nChanged 609
		SP:Iteration 4F (128283.750000 sec): 3 clusters
  Score: Raw -1182715.659556 + Penalty 2970.333805 = -1179745.325750
  nChanged 579
		SP:Iteration 5F (128283.900000 sec): 3 clusters
  Score: Raw -1183078.508411 + Penalty 2970.333805 = -1180108.174606
  nChanged 498
		SP:Iteration 6F (128284.040000 sec): 3 clusters
  Score: Raw -1183396.768262 + Penalty 2970.333805 = -1180426.434457
  nChanged 430
		SP:Iteration 7Q (128284.180000 sec): 3 clusters
  Score: Raw -1183696.777820 + Penalty 2970.333805 = -1180726.444015
  nChanged 367
		SP:Iteration 8Q (128284.330000 sec): 3 clusters
  Score: Raw -1183974.238842 + Penalty 2970.333805 = -1181003.905037
  nChanged 311
		SP:Iteration 9Q (128284.480000 sec): 3 clusters
  Score: Raw -1184212.403004 + Penalty 2970.333805 = -1181242.069199
  nChanged 206
		SP:Iteration 10Q (128284.610000 sec): 3 clusters
  Score: Raw -1184378.243605 + Penalty 2970.333805 = -1181407.909800
  nChanged 172
		SP:Iteration 11Q (128284.760000 sec): 3 clusters
  Score: Raw -1184514.876389 + Penalty 2970.333805 = -1181544.542584
  nChanged 139
		SP:Iteration 12Q (128284.910000 sec): 3 clusters
  Score: Raw -1184619.312983 + Penalty 2970.333805 = -1181648.979178
  nChanged 81
		SP:Iteration 13Q (128285.050000 sec): 3 clusters
  Score: Raw -1184678.257947 + Penalty 2970.333805 = -1181707.924142
  nChanged 59
		SP:Iteration 14Q (128285.180000 sec): 3 clusters
  Score: Raw -1184733.709971 + Penalty 2970.333805 = -1181763.376166
  nChanged 54
		SP:Iteration 15Q (128285.320000 sec): 3 clusters
  Score: Raw -1184787.585362 + Penalty 2970.333805 = -1181817.251557
  nChanged 38
		SP:Iteration 16Q (128285.470000 sec): 3 clusters
  Score: Raw -1184827.755637 + Penalty 2970.333805 = -1181857.421832
  nChanged 27
		SP:Iteration 17Q (128285.630000 sec): 3 clusters
  Score: Raw -1184852.822141 + Penalty 2970.333805 = -1181882.488336
  nChanged 19
		SP:Iteration 18Q (128285.770000 sec): 3 clusters
  Score: Raw -1184870.770485 + Penalty 2970.333805 = -1181900.436680
  nChanged 10
		SP:Iteration 19Q (128285.900000 sec): 3 clusters
  Score: Raw -1184881.343483 + Penalty 2970.333805 = -1181911.009678
  nChanged 11
		SP:Iteration 20F (128286.040000 sec): 3 clusters
  Score: Raw -1184888.251592 + Penalty 2970.333805 = -1181917.917787
  nChanged 7
		SP:Iteration 21Q (128286.200000 sec): 3 clusters
  Score: Raw -1184894.628689 + Penalty 2970.333805 = -1181924.294884
  nChanged 8
		SP:Iteration 22Q (128286.360000 sec): 3 clusters
  Score: Raw -1184901.065988 + Penalty 2970.333805 = -1181930.732183
  nChanged 7
		SP:Iteration 23Q (128286.500000 sec): 3 clusters
  Score: Raw -1184906.871756 + Penalty 2970.333805 = -1181936.537951
  nChanged 6
		SP:Iteration 24Q (128286.630000 sec): 3 clusters
  Score: Raw -1184913.163284 + Penalty 2970.333805 = -1181942.829479
  nChanged 8
		SP:Iteration 25Q (128286.760000 sec): 3 clusters
  Score: Raw -1184923.786254 + Penalty 2970.333805 = -1181953.452449
  nChanged 7
		SP:Iteration 26Q (128286.920000 sec): 3 clusters
  Score: Raw -1184932.024969 + Penalty 2970.333805 = -1181961.691164
  nChanged 11
		SP:Iteration 27Q (128287.070000 sec): 3 clusters
  Score: Raw -1184941.557447 + Penalty 2970.333805 = -1181971.223642
  nChanged 6
		SP:Iteration 28Q (128287.210000 sec): 3 clusters
  Score: Raw -1184946.547533 + Penalty 2970.333805 = -1181976.213728
  nChanged 4
		SP:Iteration 29Q (128287.340000 sec): 3 clusters
  Score: Raw -1184950.819137 + Penalty 2970.333805 = -1181980.485332
  nChanged 4
		SP:Iteration 30Q (128287.470000 sec): 3 clusters
  Score: Raw -1184954.734842 + Penalty 2970.333805 = -1181984.401037
  nChanged 5
		SP:Iteration 31Q (128287.630000 sec): 3 clusters
  Score: Raw -1184960.106761 + Penalty 2970.333805 = -1181989.772956
  nChanged 6
		SP:Iteration 32Q (128287.780000 sec): 3 clusters
  Score: Raw -1184966.847884 + Penalty 2970.333805 = -1181996.514079
  nChanged 2
		SP:Iteration 33Q (128287.930000 sec): 3 clusters
  Score: Raw -1184968.115019 + Penalty 2970.333805 = -1181997.781214
  nChanged 1
		SP:Iteration 34Q (128288.060000 sec): 3 clusters
  Score: Raw -1184969.202507 + Penalty 2970.333805 = -1181998.868702
  nChanged 2
		SP:Iteration 35Q (128288.190000 sec): 3 clusters
  Score: Raw -1184970.996861 + Penalty 2970.333805 = -1182000.663056
  nChanged 1
		SP:Iteration 36Q (128288.330000 sec): 3 clusters
  Score: Raw -1184972.571173 + Penalty 2970.333805 = -1182002.237368
  nChanged 1
		SP:Iteration 37Q (128288.480000 sec): 3 clusters
  Score: Raw -1184974.361540 + Penalty 2970.333805 = -1182004.027735
  nChanged 2
		SP:Iteration 38Q (128288.620000 sec): 3 clusters
  Score: Raw -1184975.063145 + Penalty 2970.333805 = -1182004.729340
  nChanged 1
		SP:Iteration 39Q (128288.760000 sec): 3 clusters
  Score: Raw -1184975.537488 + Penalty 2970.333805 = -1182005.203683
  nChanged 1
		SP:Iteration 40F (128288.900000 sec): 3 clusters
  Score: Raw -1184976.240777 + Penalty 2970.333805 = -1182005.906972
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 10 (5091 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128288.980000 sec): 2 clusters
  Score: Raw -571616.289856 + Penalty 1386.974803 = -570229.315053
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128289.100000 sec): 3 clusters
  Score: Raw -569017.098587 + Penalty 2773.949605 = -566243.148982
  nChanged 2061
		SP:Iteration 1F (128289.190000 sec): 3 clusters
  Score: Raw -570207.903359 + Penalty 2773.949605 = -567433.953754
  nChanged 419
		SP:Iteration 2F (128289.280000 sec): 3 clusters
  Score: Raw -570451.626433 + Penalty 2773.949605 = -567677.676828
  nChanged 303
		SP:Iteration 3F (128289.370000 sec): 3 clusters
  Score: Raw -570599.669884 + Penalty 2773.949605 = -567825.720279
  nChanged 234
		SP:Iteration 4Q (128289.460000 sec): 3 clusters
  Score: Raw -570716.147895 + Penalty 2773.949605 = -567942.198290
  nChanged 207
		SP:Iteration 5Q (128289.550000 sec): 3 clusters
  Score: Raw -570828.885016 + Penalty 2773.949605 = -568054.935411
  nChanged 197
		SP:Iteration 6Q (128289.640000 sec): 3 clusters
  Score: Raw -570943.091125 + Penalty 2773.949605 = -568169.141520
  nChanged 170
		SP:Iteration 7Q (128289.730000 sec): 3 clusters
  Score: Raw -571033.632634 + Penalty 2773.949605 = -568259.683029
  nChanged 172
		SP:Iteration 8Q (128289.820000 sec): 3 clusters
  Score: Raw -571129.760685 + Penalty 2773.949605 = -568355.811080
  nChanged 186
		SP:Iteration 9Q (128289.910000 sec): 3 clusters
  Score: Raw -571239.398158 + Penalty 2773.949605 = -568465.448553
  nChanged 171
		SP:Iteration 10Q (128290.000000 sec): 3 clusters
  Score: Raw -571339.644640 + Penalty 2773.949605 = -568565.695035
  nChanged 140
		SP:Iteration 11Q (128290.100000 sec): 3 clusters
  Score: Raw -571423.802918 + Penalty 2773.949605 = -568649.853313
  nChanged 136
		SP:Iteration 12Q (128290.190000 sec): 3 clusters
  Score: Raw -571508.628762 + Penalty 2773.949605 = -568734.679157
  nChanged 131
		SP:Iteration 13Q (128290.280000 sec): 3 clusters
  Score: Raw -571600.379184 + Penalty 2773.949605 = -568826.429579
  nChanged 116
		SP:Iteration 14Q (128290.370000 sec): 3 clusters
  Score: Raw -571661.165195 + Penalty 2773.949605 = -568887.215590
  nChanged 83
		SP:Iteration 15Q (128290.460000 sec): 3 clusters
  Score: Raw -571707.823262 + Penalty 2773.949605 = -568933.873657
  nChanged 72
		SP:Iteration 16Q (128290.550000 sec): 3 clusters
  Score: Raw -571745.363358 + Penalty 2773.949605 = -568971.413753
  nChanged 53
		SP:Iteration 17Q (128290.640000 sec): 3 clusters
  Score: Raw -571770.165337 + Penalty 2773.949605 = -568996.215732
  nChanged 46
		SP:Iteration 18Q (128290.720000 sec): 3 clusters
  Score: Raw -571791.993949 + Penalty 2773.949605 = -569018.044344
  nChanged 39
		SP:Iteration 19Q (128290.810000 sec): 3 clusters
  Score: Raw -571810.916456 + Penalty 2773.949605 = -569036.966851
  nChanged 39
		SP:Iteration 20F (128290.900000 sec): 3 clusters
  Score: Raw -571828.278348 + Penalty 2773.949605 = -569054.328743
  nChanged 37
		SP:Iteration 21Q (128290.990000 sec): 3 clusters
  Score: Raw -571848.399132 + Penalty 2773.949605 = -569074.449527
  nChanged 36
		SP:Iteration 22Q (128291.080000 sec): 3 clusters
  Score: Raw -571869.554649 + Penalty 2773.949605 = -569095.605044
  nChanged 37
		SP:Iteration 23Q (128291.170000 sec): 3 clusters
  Score: Raw -571892.275610 + Penalty 2773.949605 = -569118.326005
  nChanged 32
		SP:Iteration 24Q (128291.260000 sec): 3 clusters
  Score: Raw -571911.620098 + Penalty 2773.949605 = -569137.670493
  nChanged 28
		SP:Iteration 25Q (128291.350000 sec): 3 clusters
  Score: Raw -571933.489259 + Penalty 2773.949605 = -569159.539654
  nChanged 30
		SP:Iteration 26Q (128291.440000 sec): 3 clusters
  Score: Raw -571954.097158 + Penalty 2773.949605 = -569180.147553
  nChanged 21
		SP:Iteration 27Q (128291.520000 sec): 3 clusters
  Score: Raw -571965.094121 + Penalty 2773.949605 = -569191.144516
  nChanged 14
		SP:Iteration 28Q (128291.610000 sec): 3 clusters
  Score: Raw -571973.340690 + Penalty 2773.949605 = -569199.391085
  nChanged 14
		SP:Iteration 29Q (128291.700000 sec): 3 clusters
  Score: Raw -571981.620396 + Penalty 2773.949605 = -569207.670791
  nChanged 10
		SP:Iteration 30Q (128291.780000 sec): 3 clusters
  Score: Raw -571989.395517 + Penalty 2773.949605 = -569215.445912
  nChanged 14
		SP:Iteration 31Q (128291.870000 sec): 3 clusters
  Score: Raw -572000.096494 + Penalty 2773.949605 = -569226.146889
  nChanged 11
		SP:Iteration 32Q (128291.960000 sec): 3 clusters
  Score: Raw -572005.889374 + Penalty 2773.949605 = -569231.939769
  nChanged 4
		SP:Iteration 33Q (128292.050000 sec): 3 clusters
  Score: Raw -572007.425828 + Penalty 2773.949605 = -569233.476223
  nChanged 1
		SP:Iteration 34Q (128292.130000 sec): 3 clusters
  Score: Raw -572007.604796 + Penalty 2773.949605 = -569233.655191
  nChanged 0
		SP:Iteration 35F (128292.220000 sec): 3 clusters
  Score: Raw -572007.604796 + Penalty 2773.949605 = -569233.655191
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 11 (156874 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128293.310000 sec): 2 clusters
  Score: Raw -18485124.913684 + Penalty 1944.019710 = -18483180.893974
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128294.780000 sec): 3 clusters
  Score: Raw -18381600.204076 + Penalty 3888.039420 = -18377712.164656
  nChanged 75758
		SP:Iteration 1F (128296.200000 sec): 3 clusters
  Score: Raw -18426488.253995 + Penalty 3888.039420 = -18422600.214575
  nChanged 6325
		SP:Iteration 2Q (128297.660000 sec): 3 clusters
  Score: Raw -18428853.439133 + Penalty 3888.039420 = -18424965.399713
  nChanged 8054
		SP:Iteration 3F (128299.100000 sec): 3 clusters
  Score: Raw -18432741.042450 + Penalty 3888.039420 = -18428853.003030
  nChanged 10364
		SP:Iteration 4F (128300.520000 sec): 3 clusters
  Score: Raw -18439225.145578 + Penalty 3888.039420 = -18435337.106158
  nChanged 12701
		SP:Iteration 5F (128301.980000 sec): 3 clusters
  Score: Raw -18449014.522826 + Penalty 3888.039420 = -18445126.483406
  nChanged 13610
		SP:Iteration 6F (128303.460000 sec): 3 clusters
  Score: Raw -18461141.702040 + Penalty 3888.039420 = -18457253.662621
  nChanged 11655
		SP:Iteration 7F (128304.880000 sec): 3 clusters
  Score: Raw -18472083.014160 + Penalty 3888.039420 = -18468194.974740
  nChanged 7728
		SP:Iteration 8Q (128306.320000 sec): 3 clusters
  Score: Raw -18479306.045350 + Penalty 3888.039420 = -18475418.005931
  nChanged 4128
		SP:Iteration 9Q (128307.660000 sec): 3 clusters
  Score: Raw -18483012.449648 + Penalty 3888.039420 = -18479124.410229
  nChanged 1776
		SP:Iteration 10Q (128308.940000 sec): 3 clusters
  Score: Raw -18484516.595153 + Penalty 3888.039420 = -18480628.555733
  nChanged 612
		SP:Iteration 11Q (128310.180000 sec): 3 clusters
  Score: Raw -18485036.575933 + Penalty 3888.039420 = -18481148.536514
  nChanged 241
		SP:Iteration 12Q (128311.380000 sec): 3 clusters
  Score: Raw -18485252.155280 + Penalty 3888.039420 = -18481364.115860
  nChanged 102
		SP:Iteration 13Q (128312.590000 sec): 3 clusters
  Score: Raw -18485345.409651 + Penalty 3888.039420 = -18481457.370231
  nChanged 54
		SP:Iteration 14Q (128313.800000 sec): 3 clusters
  Score: Raw -18485390.168923 + Penalty 3888.039420 = -18481502.129503
  nChanged 41
		SP:Iteration 15Q (128315.030000 sec): 3 clusters
  Score: Raw -18485428.350623 + Penalty 3888.039420 = -18481540.311203
  nChanged 25
		SP:Iteration 16Q (128316.250000 sec): 3 clusters
  Score: Raw -18485445.157353 + Penalty 3888.039420 = -18481557.117933
  nChanged 15
		SP:Iteration 17Q (128317.430000 sec): 3 clusters
  Score: Raw -18485454.199058 + Penalty 3888.039420 = -18481566.159638
  nChanged 9
		SP:Iteration 18Q (128318.630000 sec): 3 clusters
  Score: Raw -18485462.895159 + Penalty 3888.039420 = -18481574.855739
  nChanged 8
		SP:Iteration 19Q (128319.860000 sec): 3 clusters
  Score: Raw -18485468.216576 + Penalty 3888.039420 = -18481580.177156
  nChanged 4
		SP:Iteration 20F (128321.310000 sec): 3 clusters
  Score: Raw -18485471.186611 + Penalty 3888.039420 = -18481583.147192
  nChanged 1
		SP:Iteration 21Q (128322.510000 sec): 3 clusters
  Score: Raw -18485471.569349 + Penalty 3888.039420 = -18481583.529929
  nChanged 1
		SP:Iteration 22Q (128323.730000 sec): 3 clusters
  Score: Raw -18485472.662053 + Penalty 3888.039420 = -18481584.622633
  nChanged 4
		SP:Iteration 23Q (128324.950000 sec): 3 clusters
  Score: Raw -18485475.561070 + Penalty 3888.039420 = -18481587.521651
  nChanged 4
		SP:Iteration 24Q (128326.180000 sec): 3 clusters
  Score: Raw -18485478.192200 + Penalty 3888.039420 = -18481590.152780
  nChanged 3
		SP:Iteration 25Q (128327.400000 sec): 3 clusters
  Score: Raw -18485479.874004 + Penalty 3888.039420 = -18481591.834584
  nChanged 1
		SP:Iteration 26Q (128328.580000 sec): 3 clusters
  Score: Raw -18485480.235146 + Penalty 3888.039420 = -18481592.195726
  nChanged 1
		SP:Iteration 27Q (128329.780000 sec): 3 clusters
  Score: Raw -18485480.824033 + Penalty 3888.039420 = -18481592.784614
  nChanged 0
		SP:Iteration 28F (128331.210000 sec): 3 clusters
  Score: Raw -18485480.824033 + Penalty 3888.039420 = -18481592.784614
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 12 (12458 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128331.390000 sec): 2 clusters
  Score: Raw -1404299.984515 + Penalty 1532.394218 = -1402767.590297
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128331.560000 sec): 3 clusters
  Score: Raw -1397150.333408 + Penalty 3064.788436 = -1394085.544972
  nChanged 5467
		SP:Iteration 1F (128331.730000 sec): 3 clusters
  Score: Raw -1400394.092384 + Penalty 3064.788436 = -1397329.303947
  nChanged 931
		SP:Iteration 2F (128331.920000 sec): 3 clusters
  Score: Raw -1401008.706935 + Penalty 3064.788436 = -1397943.918499
  nChanged 898
		SP:Iteration 3F (128332.090000 sec): 3 clusters
  Score: Raw -1401664.018524 + Penalty 3064.788436 = -1398599.230088
  nChanged 848
		SP:Iteration 4F (128332.280000 sec): 3 clusters
  Score: Raw -1402287.985963 + Penalty 3064.788436 = -1399223.197527
  nChanged 780
		SP:Iteration 5F (128332.450000 sec): 3 clusters
  Score: Raw -1402882.464424 + Penalty 3064.788436 = -1399817.675987
  nChanged 768
		SP:Iteration 6F (128332.620000 sec): 3 clusters
  Score: Raw -1403484.694338 + Penalty 3064.788436 = -1400419.905901
  nChanged 679
		SP:Iteration 7F (128332.810000 sec): 3 clusters
  Score: Raw -1404007.453638 + Penalty 3064.788436 = -1400942.665202
  nChanged 568
		SP:Iteration 8Q (128332.970000 sec): 3 clusters
  Score: Raw -1404411.338533 + Penalty 3064.788436 = -1401346.550097
  nChanged 458
		SP:Iteration 9Q (128333.140000 sec): 3 clusters
  Score: Raw -1404719.696855 + Penalty 3064.788436 = -1401654.908418
  nChanged 361
		SP:Iteration 10Q (128333.300000 sec): 3 clusters
  Score: Raw -1404937.822348 + Penalty 3064.788436 = -1401873.033911
  nChanged 289
		SP:Iteration 11Q (128333.460000 sec): 3 clusters
  Score: Raw -1405079.032836 + Penalty 3064.788436 = -1402014.244399
  nChanged 207
		SP:Iteration 12Q (128333.640000 sec): 3 clusters
  Score: Raw -1405158.183415 + Penalty 3064.788436 = -1402093.394978
  nChanged 184
		SP:Iteration 13Q (128333.800000 sec): 3 clusters
  Score: Raw -1405222.653420 + Penalty 3064.788436 = -1402157.864984
  nChanged 153
		SP:Iteration 14Q (128333.990000 sec): 3 clusters
  Score: Raw -1405275.450570 + Penalty 3064.788436 = -1402210.662133
  nChanged 152
		SP:Iteration 15Q (128334.150000 sec): 3 clusters
  Score: Raw -1405321.115187 + Penalty 3064.788436 = -1402256.326751
  nChanged 123
		SP:Iteration 16Q (128334.340000 sec): 3 clusters
  Score: Raw -1405361.891591 + Penalty 3064.788436 = -1402297.103155
  nChanged 121
		SP:Iteration 17Q (128334.500000 sec): 3 clusters
  Score: Raw -1405406.094146 + Penalty 3064.788436 = -1402341.305710
  nChanged 140
		SP:Iteration 18Q (128334.660000 sec): 3 clusters
  Score: Raw -1405464.308366 + Penalty 3064.788436 = -1402399.519929
  nChanged 143
		SP:Iteration 19Q (128334.840000 sec): 3 clusters
  Score: Raw -1405531.711840 + Penalty 3064.788436 = -1402466.923404
  nChanged 149
		SP:Iteration 20F (128335.000000 sec): 3 clusters
  Score: Raw -1405608.012659 + Penalty 3064.788436 = -1402543.224223
  nChanged 156
		SP:Iteration 21Q (128335.180000 sec): 3 clusters
  Score: Raw -1405691.082529 + Penalty 3064.788436 = -1402626.294093
  nChanged 177
		SP:Iteration 22Q (128335.340000 sec): 3 clusters
  Score: Raw -1405779.457793 + Penalty 3064.788436 = -1402714.669356
  nChanged 176
		SP:Iteration 23Q (128335.520000 sec): 3 clusters
  Score: Raw -1405877.610469 + Penalty 3064.788436 = -1402812.822032
  nChanged 189
		SP:Iteration 24Q (128335.680000 sec): 3 clusters
  Score: Raw -1405976.462593 + Penalty 3064.788436 = -1402911.674156
  nChanged 173
		SP:Iteration 25Q (128335.860000 sec): 3 clusters
  Score: Raw -1406056.550142 + Penalty 3064.788436 = -1402991.761706
  nChanged 139
		SP:Iteration 26Q (128336.020000 sec): 3 clusters
  Score: Raw -1406102.570442 + Penalty 3064.788436 = -1403037.782006
  nChanged 96
		SP:Iteration 27Q (128336.180000 sec): 3 clusters
  Score: Raw -1406129.421121 + Penalty 3064.788436 = -1403064.632685
  nChanged 88
		SP:Iteration 28Q (128336.350000 sec): 3 clusters
  Score: Raw -1406153.570679 + Penalty 3064.788436 = -1403088.782242
  nChanged 64
		SP:Iteration 29Q (128336.510000 sec): 3 clusters
  Score: Raw -1406172.031911 + Penalty 3064.788436 = -1403107.243475
  nChanged 70
		SP:Iteration 30Q (128336.700000 sec): 3 clusters
  Score: Raw -1406194.740451 + Penalty 3064.788436 = -1403129.952015
  nChanged 63
		SP:Iteration 31Q (128336.860000 sec): 3 clusters
  Score: Raw -1406210.897547 + Penalty 3064.788436 = -1403146.109111
  nChanged 61
		SP:Iteration 32Q (128337.040000 sec): 3 clusters
  Score: Raw -1406225.755424 + Penalty 3064.788436 = -1403160.966988
  nChanged 56
		SP:Iteration 33Q (128337.200000 sec): 3 clusters
  Score: Raw -1406234.988765 + Penalty 3064.788436 = -1403170.200328
  nChanged 47
		SP:Iteration 34Q (128337.380000 sec): 3 clusters
  Score: Raw -1406243.163639 + Penalty 3064.788436 = -1403178.375203
  nChanged 35
		SP:Iteration 35Q (128337.540000 sec): 3 clusters
  Score: Raw -1406247.613998 + Penalty 3064.788436 = -1403182.825561
  nChanged 29
		SP:Iteration 36Q (128337.690000 sec): 3 clusters
  Score: Raw -1406250.499470 + Penalty 3064.788436 = -1403185.711034
  nChanged 27
		SP:Iteration 37Q (128337.870000 sec): 3 clusters
  Score: Raw -1406254.279187 + Penalty 3064.788436 = -1403189.490750
  nChanged 15
		SP:Iteration 38Q (128338.030000 sec): 3 clusters
  Score: Raw -1406255.828826 + Penalty 3064.788436 = -1403191.040390
  nChanged 15
		SP:Iteration 39Q (128338.210000 sec): 3 clusters
  Score: Raw -1406257.156968 + Penalty 3064.788436 = -1403192.368531
  nChanged 10
		SP:Iteration 40F (128338.380000 sec): 3 clusters
  Score: Raw -1406258.083600 + Penalty 3064.788436 = -1403193.295164
  nChanged 6
		SP:Iteration 41Q (128338.560000 sec): 3 clusters
  Score: Raw -1406258.545163 + Penalty 3064.788436 = -1403193.756726
  nChanged 3
		SP:Iteration 42Q (128338.720000 sec): 3 clusters
  Score: Raw -1406258.645938 + Penalty 3064.788436 = -1403193.857502
  nChanged 1
		SP:Iteration 43Q (128338.900000 sec): 3 clusters
  Score: Raw -1406258.691860 + Penalty 3064.788436 = -1403193.903423
  nChanged 2
		SP:Iteration 44Q (128339.060000 sec): 3 clusters
  Score: Raw -1406258.898879 + Penalty 3064.788436 = -1403194.110442
  nChanged 4
		SP:Iteration 45Q (128339.220000 sec): 3 clusters
  Score: Raw -1406259.279927 + Penalty 3064.788436 = -1403194.491491
  nChanged 6
		SP:Iteration 46Q (128339.420000 sec): 3 clusters
  Score: Raw -1406259.658270 + Penalty 3064.788436 = -1403194.869833
  nChanged 4
		SP:Iteration 47Q (128339.580000 sec): 3 clusters
  Score: Raw -1406259.995981 + Penalty 3064.788436 = -1403195.207544
  nChanged 6
		SP:Iteration 48Q (128339.750000 sec): 3 clusters
  Score: Raw -1406260.411524 + Penalty 3064.788436 = -1403195.623088
  nChanged 3
		SP:Iteration 49Q (128339.900000 sec): 3 clusters
  Score: Raw -1406260.524398 + Penalty 3064.788436 = -1403195.735962
  nChanged 1
		SP:Iteration 50Q (128340.080000 sec): 3 clusters
  Score: Raw -1406260.571494 + Penalty 3064.788436 = -1403195.783058
  nChanged 1
		SP:Iteration 51Q (128340.240000 sec): 3 clusters
  Score: Raw -1406260.598850 + Penalty 3064.788436 = -1403195.810414
  nChanged 0
		SP:Iteration 52F (128340.430000 sec): 3 clusters
  Score: Raw -1406260.598850 + Penalty 3064.788436 = -1403195.810414
  nChanged 0
  Score: Raw -118946481.944801 + Penalty 166527.146392 = -118779954.798409

Splitting cluster 12 changes total score from -118778445.346263 to -118779954.798409

 So it's getting split into cluster 74.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 13 (133002 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128566.590000 sec): 2 clusters
  Score: Raw -16494984.999237 + Penalty 1917.194410 = -16493067.804827
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128567.680000 sec): 3 clusters
  Score: Raw -16407507.799126 + Penalty 3834.388820 = -16403673.410306
  nChanged 64238
		SP:Iteration 1F (128568.790000 sec): 3 clusters
  Score: Raw -16445835.448628 + Penalty 3834.388820 = -16442001.059808
  nChanged 6285
		SP:Iteration 2Q (128569.940000 sec): 3 clusters
  Score: Raw -16448379.278420 + Penalty 3834.388820 = -16444544.889600
  nChanged 7524
		SP:Iteration 3F (128571.070000 sec): 3 clusters
  Score: Raw -16452040.326980 + Penalty 3834.388820 = -16448205.938160
  nChanged 8582
		SP:Iteration 4F (128572.160000 sec): 3 clusters
  Score: Raw -16456576.543854 + Penalty 3834.388820 = -16452742.155035
  nChanged 8713
		SP:Iteration 5F (128573.290000 sec): 3 clusters
  Score: Raw -16461166.996992 + Penalty 3834.388820 = -16457332.608173
  nChanged 8088
		SP:Iteration 6F (128574.420000 sec): 3 clusters
  Score: Raw -16465056.449238 + Penalty 3834.388820 = -16461222.060418
  nChanged 6695
		SP:Iteration 7F (128575.500000 sec): 3 clusters
  Score: Raw -16467765.568049 + Penalty 3834.388820 = -16463931.179229
  nChanged 5288
		SP:Iteration 8Q (128576.640000 sec): 3 clusters
  Score: Raw -16469534.106128 + Penalty 3834.388820 = -16465699.717309
  nChanged 4043
		SP:Iteration 9Q (128577.790000 sec): 3 clusters
  Score: Raw -16470721.582272 + Penalty 3834.388820 = -16466887.193452
  nChanged 3318
		SP:Iteration 10Q (128578.930000 sec): 3 clusters
  Score: Raw -16471687.920629 + Penalty 3834.388820 = -16467853.531810
  nChanged 2895
		SP:Iteration 11Q (128580.040000 sec): 3 clusters
  Score: Raw -16472613.609785 + Penalty 3834.388820 = -16468779.220965
  nChanged 2941
		SP:Iteration 12Q (128581.160000 sec): 3 clusters
  Score: Raw -16473644.990015 + Penalty 3834.388820 = -16469810.601195
  nChanged 3146
		SP:Iteration 13Q (128582.280000 sec): 3 clusters
  Score: Raw -16474764.097112 + Penalty 3834.388820 = -16470929.708292
  nChanged 3462
		SP:Iteration 14Q (128583.410000 sec): 3 clusters
  Score: Raw -16476040.473909 + Penalty 3834.388820 = -16472206.085090
  nChanged 3890
		SP:Iteration 15Q (128584.510000 sec): 3 clusters
  Score: Raw -16477476.112278 + Penalty 3834.388820 = -16473641.723458
  nChanged 4311
		SP:Iteration 16Q (128585.630000 sec): 3 clusters
  Score: Raw -16479083.348430 + Penalty 3834.388820 = -16475248.959611
  nChanged 4636
		SP:Iteration 17Q (128586.760000 sec): 3 clusters
  Score: Raw -16480818.720051 + Penalty 3834.388820 = -16476984.331232
  nChanged 4766
		SP:Iteration 18Q (128587.880000 sec): 3 clusters
  Score: Raw -16482628.973331 + Penalty 3834.388820 = -16478794.584511
  nChanged 4789
		SP:Iteration 19Q (128588.940000 sec): 3 clusters
  Score: Raw -16484451.141467 + Penalty 3834.388820 = -16480616.752647
  nChanged 4746
		SP:Iteration 20F (128590.060000 sec): 3 clusters
  Score: Raw -16486252.619312 + Penalty 3834.388820 = -16482418.230493
  nChanged 4508
		SP:Iteration 21Q (128591.140000 sec): 3 clusters
  Score: Raw -16487947.411984 + Penalty 3834.388820 = -16484113.023164
  nChanged 4234
		SP:Iteration 22Q (128592.180000 sec): 3 clusters
  Score: Raw -16489522.806409 + Penalty 3834.388820 = -16485688.417590
  nChanged 3843
		SP:Iteration 23Q (128593.240000 sec): 3 clusters
  Score: Raw -16490907.823598 + Penalty 3834.388820 = -16487073.434778
  nChanged 3364
		SP:Iteration 24Q (128594.270000 sec): 3 clusters
  Score: Raw -16492040.745603 + Penalty 3834.388820 = -16488206.356783
  nChanged 2871
		SP:Iteration 25Q (128595.340000 sec): 3 clusters
  Score: Raw -16492978.790984 + Penalty 3834.388820 = -16489144.402164
  nChanged 2514
		SP:Iteration 26Q (128596.370000 sec): 3 clusters
  Score: Raw -16493776.148797 + Penalty 3834.388820 = -16489941.759978
  nChanged 2150
		SP:Iteration 27Q (128597.380000 sec): 3 clusters
  Score: Raw -16494413.671534 + Penalty 3834.388820 = -16490579.282714
  nChanged 1724
		SP:Iteration 28Q (128598.380000 sec): 3 clusters
  Score: Raw -16494887.813611 + Penalty 3834.388820 = -16491053.424791
  nChanged 1409
		SP:Iteration 29Q (128599.380000 sec): 3 clusters
  Score: Raw -16495239.249882 + Penalty 3834.388820 = -16491404.861062
  nChanged 1083
		SP:Iteration 30Q (128600.380000 sec): 3 clusters
  Score: Raw -16495482.870309 + Penalty 3834.388820 = -16491648.481489
  nChanged 867
		SP:Iteration 31Q (128601.380000 sec): 3 clusters
  Score: Raw -16495663.695562 + Penalty 3834.388820 = -16491829.306742
  nChanged 727
		SP:Iteration 32Q (128602.380000 sec): 3 clusters
  Score: Raw -16495804.122973 + Penalty 3834.388820 = -16491969.734154
  nChanged 552
		SP:Iteration 33Q (128603.360000 sec): 3 clusters
  Score: Raw -16495902.869489 + Penalty 3834.388820 = -16492068.480669
  nChanged 446
		SP:Iteration 34Q (128604.370000 sec): 3 clusters
  Score: Raw -16495971.724323 + Penalty 3834.388820 = -16492137.335504
  nChanged 348
		SP:Iteration 35Q (128605.390000 sec): 3 clusters
  Score: Raw -16496023.299662 + Penalty 3834.388820 = -16492188.910842
  nChanged 273
		SP:Iteration 36Q (128606.380000 sec): 3 clusters
  Score: Raw -16496062.122929 + Penalty 3834.388820 = -16492227.734110
  nChanged 259
		SP:Iteration 37Q (128607.380000 sec): 3 clusters
  Score: Raw -16496098.034708 + Penalty 3834.388820 = -16492263.645889
  nChanged 216
		SP:Iteration 38Q (128608.390000 sec): 3 clusters
  Score: Raw -16496131.549098 + Penalty 3834.388820 = -16492297.160278
  nChanged 192
		SP:Iteration 39Q (128609.410000 sec): 3 clusters
  Score: Raw -16496157.441059 + Penalty 3834.388820 = -16492323.052239
  nChanged 185
		SP:Iteration 40F (128610.510000 sec): 3 clusters
  Score: Raw -16496181.214894 + Penalty 3834.388820 = -16492346.826074
  nChanged 156
		SP:Iteration 41Q (128611.550000 sec): 3 clusters
  Score: Raw -16496198.562203 + Penalty 3834.388820 = -16492364.173384
  nChanged 113
		SP:Iteration 42Q (128612.560000 sec): 3 clusters
  Score: Raw -16496209.242365 + Penalty 3834.388820 = -16492374.853545
  nChanged 94
		SP:Iteration 43Q (128613.570000 sec): 3 clusters
  Score: Raw -16496219.633634 + Penalty 3834.388820 = -16492385.244814
  nChanged 95
		SP:Iteration 44Q (128614.580000 sec): 3 clusters
  Score: Raw -16496231.473041 + Penalty 3834.388820 = -16492397.084221
  nChanged 96
		SP:Iteration 45Q (128615.590000 sec): 3 clusters
  Score: Raw -16496241.941568 + Penalty 3834.388820 = -16492407.552748
  nChanged 75
		SP:Iteration 46Q (128616.610000 sec): 3 clusters
  Score: Raw -16496250.416542 + Penalty 3834.388820 = -16492416.027723
  nChanged 77
		SP:Iteration 47Q (128617.620000 sec): 3 clusters
  Score: Raw -16496257.779067 + Penalty 3834.388820 = -16492423.390248
  nChanged 64
		SP:Iteration 48Q (128618.620000 sec): 3 clusters
  Score: Raw -16496265.008851 + Penalty 3834.388820 = -16492430.620031
  nChanged 60
		SP:Iteration 49Q (128619.630000 sec): 3 clusters
  Score: Raw -16496270.464005 + Penalty 3834.388820 = -16492436.075185
  nChanged 49
		SP:Iteration 50Q (128620.670000 sec): 3 clusters
  Score: Raw -16496275.551556 + Penalty 3834.388820 = -16492441.162736
  nChanged 44
		SP:Iteration 51Q (128621.690000 sec): 3 clusters
  Score: Raw -16496279.875786 + Penalty 3834.388820 = -16492445.486966
  nChanged 37
		SP:Iteration 52Q (128622.690000 sec): 3 clusters
  Score: Raw -16496283.055925 + Penalty 3834.388820 = -16492448.667105
  nChanged 30
		SP:Iteration 53Q (128623.700000 sec): 3 clusters
  Score: Raw -16496285.143120 + Penalty 3834.388820 = -16492450.754301
  nChanged 24
		SP:Iteration 54Q (128624.710000 sec): 3 clusters
  Score: Raw -16496286.877638 + Penalty 3834.388820 = -16492452.488819
  nChanged 24
		SP:Iteration 55Q (128625.720000 sec): 3 clusters
  Score: Raw -16496288.664818 + Penalty 3834.388820 = -16492454.275999
  nChanged 27
		SP:Iteration 56Q (128626.730000 sec): 3 clusters
  Score: Raw -16496290.818723 + Penalty 3834.388820 = -16492456.429903
  nChanged 28
		SP:Iteration 57Q (128627.740000 sec): 3 clusters
  Score: Raw -16496292.725053 + Penalty 3834.388820 = -16492458.336234
  nChanged 30
		SP:Iteration 58Q (128628.750000 sec): 3 clusters
  Score: Raw -16496294.703962 + Penalty 3834.388820 = -16492460.315142
  nChanged 26
		SP:Iteration 59Q (128629.750000 sec): 3 clusters
  Score: Raw -16496296.769184 + Penalty 3834.388820 = -16492462.380365
  nChanged 26
		SP:Iteration 60F (128630.860000 sec): 3 clusters
  Score: Raw -16496299.127115 + Penalty 3834.388820 = -16492464.738296
  nChanged 20
		SP:Iteration 61Q (128631.890000 sec): 3 clusters
  Score: Raw -16496300.435802 + Penalty 3834.388820 = -16492466.046982
  nChanged 19
		SP:Iteration 62Q (128632.900000 sec): 3 clusters
  Score: Raw -16496301.719286 + Penalty 3834.388820 = -16492467.330467
  nChanged 16
		SP:Iteration 63Q (128633.900000 sec): 3 clusters
  Score: Raw -16496302.963786 + Penalty 3834.388820 = -16492468.574967
  nChanged 28
		SP:Iteration 64Q (128634.910000 sec): 3 clusters
  Score: Raw -16496305.239312 + Penalty 3834.388820 = -16492470.850492
  nChanged 24
		SP:Iteration 65Q (128635.920000 sec): 3 clusters
  Score: Raw -16496306.955510 + Penalty 3834.388820 = -16492472.566690
  nChanged 22
		SP:Iteration 66Q (128636.930000 sec): 3 clusters
  Score: Raw -16496308.769188 + Penalty 3834.388820 = -16492474.380369
  nChanged 21
		SP:Iteration 67Q (128637.930000 sec): 3 clusters
  Score: Raw -16496310.509401 + Penalty 3834.388820 = -16492476.120581
  nChanged 23
		SP:Iteration 68Q (128638.940000 sec): 3 clusters
  Score: Raw -16496312.679532 + Penalty 3834.388820 = -16492478.290712
  nChanged 19
		SP:Iteration 69Q (128639.940000 sec): 3 clusters
  Score: Raw -16496313.975308 + Penalty 3834.388820 = -16492479.586489
  nChanged 17
		SP:Iteration 70Q (128640.950000 sec): 3 clusters
  Score: Raw -16496315.295324 + Penalty 3834.388820 = -16492480.906505
  nChanged 13
		SP:Iteration 71Q (128641.970000 sec): 3 clusters
  Score: Raw -16496316.059769 + Penalty 3834.388820 = -16492481.670949
  nChanged 4
		SP:Iteration 72Q (128642.980000 sec): 3 clusters
  Score: Raw -16496316.280010 + Penalty 3834.388820 = -16492481.891190
  nChanged 2
		SP:Iteration 73Q (128643.980000 sec): 3 clusters
  Score: Raw -16496316.353926 + Penalty 3834.388820 = -16492481.965106
  nChanged 1
		SP:Iteration 74Q (128645.000000 sec): 3 clusters
  Score: Raw -16496316.398111 + Penalty 3834.388820 = -16492482.009291
  nChanged 2
		SP:Iteration 75Q (128646.010000 sec): 3 clusters
  Score: Raw -16496316.486187 + Penalty 3834.388820 = -16492482.097368
  nChanged 0
		SP:Iteration 76F (128647.120000 sec): 3 clusters
  Score: Raw -16496316.486187 + Penalty 3834.388820 = -16492482.097368
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 14 (12035 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128647.280000 sec): 2 clusters
  Score: Raw -1329500.271007 + Penalty 1526.780832 = -1327973.490175
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128647.470000 sec): 3 clusters
  Score: Raw -1322643.442504 + Penalty 3053.561664 = -1319589.880841
  nChanged 5298
		SP:Iteration 1F (128647.640000 sec): 3 clusters
  Score: Raw -1326965.122595 + Penalty 3053.561664 = -1323911.560932
  nChanged 1364
		SP:Iteration 2F (128647.820000 sec): 3 clusters
  Score: Raw -1328757.094164 + Penalty 3053.561664 = -1325703.532500
  nChanged 1230
		SP:Iteration 3F (128648.000000 sec): 3 clusters
  Score: Raw -1330207.159527 + Penalty 3053.561664 = -1327153.597863
  nChanged 895
		SP:Iteration 4F (128648.190000 sec): 3 clusters
  Score: Raw -1330959.431972 + Penalty 3053.561664 = -1327905.870308
  nChanged 614
		SP:Iteration 5F (128648.370000 sec): 3 clusters
  Score: Raw -1331363.292244 + Penalty 3053.561664 = -1328309.730581
  nChanged 426
		SP:Iteration 6Q (128648.540000 sec): 3 clusters
  Score: Raw -1331588.084788 + Penalty 3053.561664 = -1328534.523124
  nChanged 296
		SP:Iteration 7Q (128648.740000 sec): 3 clusters
  Score: Raw -1331695.053772 + Penalty 3053.561664 = -1328641.492108
  nChanged 189
		SP:Iteration 8Q (128648.910000 sec): 3 clusters
  Score: Raw -1331756.970979 + Penalty 3053.561664 = -1328703.409315
  nChanged 148
		SP:Iteration 9Q (128649.080000 sec): 3 clusters
  Score: Raw -1331793.135200 + Penalty 3053.561664 = -1328739.573536
  nChanged 113
		SP:Iteration 10Q (128649.270000 sec): 3 clusters
  Score: Raw -1331820.810930 + Penalty 3053.561664 = -1328767.249266
  nChanged 99
		SP:Iteration 11Q (128649.440000 sec): 3 clusters
  Score: Raw -1331841.072868 + Penalty 3053.561664 = -1328787.511204
  nChanged 63
		SP:Iteration 12Q (128649.640000 sec): 3 clusters
  Score: Raw -1331850.773266 + Penalty 3053.561664 = -1328797.211602
  nChanged 54
		SP:Iteration 13Q (128649.800000 sec): 3 clusters
  Score: Raw -1331858.447620 + Penalty 3053.561664 = -1328804.885956
  nChanged 32
		SP:Iteration 14Q (128649.960000 sec): 3 clusters
  Score: Raw -1331862.615042 + Penalty 3053.561664 = -1328809.053378
  nChanged 28
		SP:Iteration 15Q (128650.160000 sec): 3 clusters
  Score: Raw -1331867.603171 + Penalty 3053.561664 = -1328814.041507
  nChanged 32
		SP:Iteration 16Q (128650.330000 sec): 3 clusters
  Score: Raw -1331873.205603 + Penalty 3053.561664 = -1328819.643939
  nChanged 29
		SP:Iteration 17Q (128650.490000 sec): 3 clusters
  Score: Raw -1331878.549552 + Penalty 3053.561664 = -1328824.987889
  nChanged 40
		SP:Iteration 18Q (128650.680000 sec): 3 clusters
  Score: Raw -1331886.698855 + Penalty 3053.561664 = -1328833.137191
  nChanged 41
		SP:Iteration 19Q (128650.840000 sec): 3 clusters
  Score: Raw -1331895.447950 + Penalty 3053.561664 = -1328841.886286
  nChanged 42
		SP:Iteration 20F (128651.040000 sec): 3 clusters
  Score: Raw -1331903.763843 + Penalty 3053.561664 = -1328850.202179
  nChanged 49
		SP:Iteration 21Q (128651.210000 sec): 3 clusters
  Score: Raw -1331912.119737 + Penalty 3053.561664 = -1328858.558074
  nChanged 53
		SP:Iteration 22Q (128651.380000 sec): 3 clusters
  Score: Raw -1331922.021427 + Penalty 3053.561664 = -1328868.459763
  nChanged 50
		SP:Iteration 23Q (128651.570000 sec): 3 clusters
  Score: Raw -1331933.031764 + Penalty 3053.561664 = -1328879.470100
  nChanged 58
		SP:Iteration 24Q (128651.740000 sec): 3 clusters
  Score: Raw -1331943.847036 + Penalty 3053.561664 = -1328890.285372
  nChanged 49
		SP:Iteration 25Q (128651.940000 sec): 3 clusters
  Score: Raw -1331952.323452 + Penalty 3053.561664 = -1328898.761788
  nChanged 46
		SP:Iteration 26Q (128652.110000 sec): 3 clusters
  Score: Raw -1331961.752304 + Penalty 3053.561664 = -1328908.190640
  nChanged 54
		SP:Iteration 27Q (128652.270000 sec): 3 clusters
  Score: Raw -1331971.782231 + Penalty 3053.561664 = -1328918.220567
  nChanged 50
		SP:Iteration 28Q (128652.460000 sec): 3 clusters
  Score: Raw -1331980.801619 + Penalty 3053.561664 = -1328927.239955
  nChanged 56
		SP:Iteration 29Q (128652.630000 sec): 3 clusters
  Score: Raw -1331992.000582 + Penalty 3053.561664 = -1328938.438918
  nChanged 73
		SP:Iteration 30Q (128652.820000 sec): 3 clusters
  Score: Raw -1332007.600956 + Penalty 3053.561664 = -1328954.039292
  nChanged 56
		SP:Iteration 31Q (128652.990000 sec): 3 clusters
  Score: Raw -1332020.066643 + Penalty 3053.561664 = -1328966.504979
  nChanged 66
		SP:Iteration 32Q (128653.150000 sec): 3 clusters
  Score: Raw -1332034.381678 + Penalty 3053.561664 = -1328980.820014
  nChanged 80
		SP:Iteration 33Q (128653.330000 sec): 3 clusters
  Score: Raw -1332050.969819 + Penalty 3053.561664 = -1328997.408156
  nChanged 68
		SP:Iteration 34Q (128653.500000 sec): 3 clusters
  Score: Raw -1332063.023755 + Penalty 3053.561664 = -1329009.462091
  nChanged 54
		SP:Iteration 35Q (128653.700000 sec): 3 clusters
  Score: Raw -1332075.973222 + Penalty 3053.561664 = -1329022.411558
  nChanged 54
		SP:Iteration 36Q (128653.870000 sec): 3 clusters
  Score: Raw -1332084.674846 + Penalty 3053.561664 = -1329031.113183
  nChanged 39
		SP:Iteration 37Q (128654.030000 sec): 3 clusters
  Score: Raw -1332090.113620 + Penalty 3053.561664 = -1329036.551956
  nChanged 36
		SP:Iteration 38Q (128654.220000 sec): 3 clusters
  Score: Raw -1332095.350959 + Penalty 3053.561664 = -1329041.789295
  nChanged 43
		SP:Iteration 39Q (128654.390000 sec): 3 clusters
  Score: Raw -1332101.846970 + Penalty 3053.561664 = -1329048.285306
  nChanged 41
		SP:Iteration 40F (128654.590000 sec): 3 clusters
  Score: Raw -1332108.456248 + Penalty 3053.561664 = -1329054.894584
  nChanged 41
		SP:Iteration 41Q (128654.760000 sec): 3 clusters
  Score: Raw -1332114.492075 + Penalty 3053.561664 = -1329060.930412
  nChanged 38
		SP:Iteration 42Q (128654.930000 sec): 3 clusters
  Score: Raw -1332119.842476 + Penalty 3053.561664 = -1329066.280813
  nChanged 35
		SP:Iteration 43Q (128655.130000 sec): 3 clusters
  Score: Raw -1332125.861202 + Penalty 3053.561664 = -1329072.299538
  nChanged 36
		SP:Iteration 44Q (128655.290000 sec): 3 clusters
  Score: Raw -1332130.676463 + Penalty 3053.561664 = -1329077.114799
  nChanged 33
		SP:Iteration 45Q (128655.470000 sec): 3 clusters
  Score: Raw -1332135.469496 + Penalty 3053.561664 = -1329081.907832
  nChanged 35
		SP:Iteration 46Q (128655.650000 sec): 3 clusters
  Score: Raw -1332140.321358 + Penalty 3053.561664 = -1329086.759695
  nChanged 28
		SP:Iteration 47Q (128655.810000 sec): 3 clusters
  Score: Raw -1332145.305621 + Penalty 3053.561664 = -1329091.743957
  nChanged 26
		SP:Iteration 48Q (128656.060000 sec): 3 clusters
  Score: Raw -1332149.824935 + Penalty 3053.561664 = -1329096.263272
  nChanged 30
		SP:Iteration 49Q (128656.220000 sec): 3 clusters
  Score: Raw -1332154.139415 + Penalty 3053.561664 = -1329100.577751
  nChanged 31
		SP:Iteration 50Q (128656.390000 sec): 3 clusters
  Score: Raw -1332158.951746 + Penalty 3053.561664 = -1329105.390083
  nChanged 41
		SP:Iteration 51Q (128656.560000 sec): 3 clusters
  Score: Raw -1332164.937776 + Penalty 3053.561664 = -1329111.376112
  nChanged 36
		SP:Iteration 52Q (128656.740000 sec): 3 clusters
  Score: Raw -1332170.808225 + Penalty 3053.561664 = -1329117.246561
  nChanged 38
		SP:Iteration 53Q (128656.910000 sec): 3 clusters
  Score: Raw -1332177.376320 + Penalty 3053.561664 = -1329123.814656
  nChanged 39
		SP:Iteration 54Q (128657.090000 sec): 3 clusters
  Score: Raw -1332182.793154 + Penalty 3053.561664 = -1329129.231490
  nChanged 39
		SP:Iteration 55Q (128657.270000 sec): 3 clusters
  Score: Raw -1332189.235383 + Penalty 3053.561664 = -1329135.673720
  nChanged 46
		SP:Iteration 56Q (128657.460000 sec): 3 clusters
  Score: Raw -1332196.917093 + Penalty 3053.561664 = -1329143.355429
  nChanged 47
		SP:Iteration 57Q (128657.630000 sec): 3 clusters
  Score: Raw -1332205.278062 + Penalty 3053.561664 = -1329151.716398
  nChanged 45
		SP:Iteration 58Q (128657.800000 sec): 3 clusters
  Score: Raw -1332211.166052 + Penalty 3053.561664 = -1329157.604389
  nChanged 40
		SP:Iteration 59Q (128657.990000 sec): 3 clusters
  Score: Raw -1332217.514039 + Penalty 3053.561664 = -1329163.952375
  nChanged 42
		SP:Iteration 60F (128658.210000 sec): 3 clusters
  Score: Raw -1332224.945422 + Penalty 3053.561664 = -1329171.383758
  nChanged 43
		SP:Iteration 61Q (128658.380000 sec): 3 clusters
  Score: Raw -1332232.445042 + Penalty 3053.561664 = -1329178.883378
  nChanged 41
		SP:Iteration 62Q (128658.560000 sec): 3 clusters
  Score: Raw -1332240.090453 + Penalty 3053.561664 = -1329186.528789
  nChanged 49
		SP:Iteration 63Q (128658.740000 sec): 3 clusters
  Score: Raw -1332250.018371 + Penalty 3053.561664 = -1329196.456707
  nChanged 53
		SP:Iteration 64Q (128658.900000 sec): 3 clusters
  Score: Raw -1332261.040827 + Penalty 3053.561664 = -1329207.479163
  nChanged 49
		SP:Iteration 65Q (128659.090000 sec): 3 clusters
  Score: Raw -1332270.473458 + Penalty 3053.561664 = -1329216.911794
  nChanged 47
		SP:Iteration 66Q (128659.260000 sec): 3 clusters
  Score: Raw -1332278.495738 + Penalty 3053.561664 = -1329224.934074
  nChanged 53
		SP:Iteration 67Q (128659.460000 sec): 3 clusters
  Score: Raw -1332286.287107 + Penalty 3053.561664 = -1329232.725443
  nChanged 35
		SP:Iteration 68Q (128659.640000 sec): 3 clusters
  Score: Raw -1332293.202228 + Penalty 3053.561664 = -1329239.640564
  nChanged 42
		SP:Iteration 69Q (128659.800000 sec): 3 clusters
  Score: Raw -1332301.906756 + Penalty 3053.561664 = -1329248.345092
  nChanged 48
		SP:Iteration 70Q (128660.000000 sec): 3 clusters
  Score: Raw -1332313.565612 + Penalty 3053.561664 = -1329260.003948
  nChanged 49
		SP:Iteration 71Q (128660.180000 sec): 3 clusters
  Score: Raw -1332324.317948 + Penalty 3053.561664 = -1329270.756285
  nChanged 50
		SP:Iteration 72Q (128660.340000 sec): 3 clusters
  Score: Raw -1332334.313134 + Penalty 3053.561664 = -1329280.751470
  nChanged 49
		SP:Iteration 73Q (128660.520000 sec): 3 clusters
  Score: Raw -1332343.699766 + Penalty 3053.561664 = -1329290.138102
  nChanged 41
		SP:Iteration 74Q (128660.700000 sec): 3 clusters
  Score: Raw -1332350.726998 + Penalty 3053.561664 = -1329297.165334
  nChanged 42
		SP:Iteration 75Q (128660.900000 sec): 3 clusters
  Score: Raw -1332360.521533 + Penalty 3053.561664 = -1329306.959869
  nChanged 50
		SP:Iteration 76Q (128661.070000 sec): 3 clusters
  Score: Raw -1332372.925906 + Penalty 3053.561664 = -1329319.364242
  nChanged 62
		SP:Iteration 77Q (128661.230000 sec): 3 clusters
  Score: Raw -1332388.573309 + Penalty 3053.561664 = -1329335.011646
  nChanged 55
		SP:Iteration 78Q (128661.420000 sec): 3 clusters
  Score: Raw -1332403.060996 + Penalty 3053.561664 = -1329349.499332
  nChanged 63
		SP:Iteration 79Q (128661.590000 sec): 3 clusters
  Score: Raw -1332418.289592 + Penalty 3053.561664 = -1329364.727928
  nChanged 66
		SP:Iteration 80F (128661.790000 sec): 3 clusters
  Score: Raw -1332435.757940 + Penalty 3053.561664 = -1329382.196276
  nChanged 60
		SP:Iteration 81Q (128661.970000 sec): 3 clusters
  Score: Raw -1332451.484887 + Penalty 3053.561664 = -1329397.923223
  nChanged 52
		SP:Iteration 82Q (128662.140000 sec): 3 clusters
  Score: Raw -1332464.973344 + Penalty 3053.561664 = -1329411.411680
  nChanged 53
		SP:Iteration 83Q (128662.340000 sec): 3 clusters
  Score: Raw -1332476.856844 + Penalty 3053.561664 = -1329423.295180
  nChanged 52
		SP:Iteration 84Q (128662.500000 sec): 3 clusters
  Score: Raw -1332489.680160 + Penalty 3053.561664 = -1329436.118496
  nChanged 57
		SP:Iteration 85Q (128662.670000 sec): 3 clusters
  Score: Raw -1332503.677467 + Penalty 3053.561664 = -1329450.115804
  nChanged 50
		SP:Iteration 86Q (128662.850000 sec): 3 clusters
  Score: Raw -1332513.800369 + Penalty 3053.561664 = -1329460.238705
  nChanged 45
		SP:Iteration 87Q (128663.020000 sec): 3 clusters
  Score: Raw -1332520.730408 + Penalty 3053.561664 = -1329467.168744
  nChanged 40
		SP:Iteration 88Q (128663.220000 sec): 3 clusters
  Score: Raw -1332529.050310 + Penalty 3053.561664 = -1329475.488646
  nChanged 37
		SP:Iteration 89Q (128663.380000 sec): 3 clusters
  Score: Raw -1332537.711854 + Penalty 3053.561664 = -1329484.150191
  nChanged 38
		SP:Iteration 90Q (128663.550000 sec): 3 clusters
  Score: Raw -1332545.707174 + Penalty 3053.561664 = -1329492.145510
  nChanged 36
		SP:Iteration 91Q (128663.730000 sec): 3 clusters
  Score: Raw -1332552.523300 + Penalty 3053.561664 = -1329498.961636
  nChanged 32
		SP:Iteration 92Q (128663.900000 sec): 3 clusters
  Score: Raw -1332557.464471 + Penalty 3053.561664 = -1329503.902807
  nChanged 17
		SP:Iteration 93Q (128664.080000 sec): 3 clusters
  Score: Raw -1332560.068824 + Penalty 3053.561664 = -1329506.507160
  nChanged 15
		SP:Iteration 94Q (128664.240000 sec): 3 clusters
  Score: Raw -1332562.466848 + Penalty 3053.561664 = -1329508.905184
  nChanged 15
		SP:Iteration 95Q (128664.440000 sec): 3 clusters
  Score: Raw -1332564.534054 + Penalty 3053.561664 = -1329510.972390
  nChanged 13
		SP:Iteration 96Q (128664.610000 sec): 3 clusters
  Score: Raw -1332566.197583 + Penalty 3053.561664 = -1329512.635919
  nChanged 9
		SP:Iteration 97Q (128664.770000 sec): 3 clusters
  Score: Raw -1332568.350300 + Penalty 3053.561664 = -1329514.788636
  nChanged 10
		SP:Iteration 98Q (128664.950000 sec): 3 clusters
  Score: Raw -1332569.925195 + Penalty 3053.561664 = -1329516.363531
  nChanged 12
		SP:Iteration 99Q (128665.120000 sec): 3 clusters
  Score: Raw -1332571.365481 + Penalty 3053.561664 = -1329517.803818
  nChanged 10
		SP:Iteration 100F (128665.320000 sec): 3 clusters
  Score: Raw -1332572.346162 + Penalty 3053.561664 = -1329518.784498
  nChanged 7
		SP:Iteration 101Q (128665.480000 sec): 3 clusters
  Score: Raw -1332573.247226 + Penalty 3053.561664 = -1329519.685562
  nChanged 5
		SP:Iteration 102Q (128665.660000 sec): 3 clusters
  Score: Raw -1332573.722753 + Penalty 3053.561664 = -1329520.161089
  nChanged 5
		SP:Iteration 103Q (128665.830000 sec): 3 clusters
  Score: Raw -1332574.112269 + Penalty 3053.561664 = -1329520.550605
  nChanged 2
		SP:Iteration 104Q (128666.000000 sec): 3 clusters
  Score: Raw -1332574.321916 + Penalty 3053.561664 = -1329520.760252
  nChanged 1
		SP:Iteration 105Q (128666.180000 sec): 3 clusters
  Score: Raw -1332574.401500 + Penalty 3053.561664 = -1329520.839836
  nChanged 0
		SP:Iteration 106F (128666.350000 sec): 3 clusters
  Score: Raw -1332574.401500 + Penalty 3053.561664 = -1329520.839836
  nChanged 0
  Score: Raw -118949556.075293 + Penalty 168777.513235 = -118780778.562058

Splitting cluster 14 changes total score from -118778445.346263 to -118780778.562058

 So it's getting split into cluster 75.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 15 (7239 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128894.630000 sec): 2 clusters
  Score: Raw -798944.718739 + Penalty 1444.176233 = -797500.542507
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128894.770000 sec): 3 clusters
  Score: Raw -795022.542872 + Penalty 2888.352465 = -792134.190407
  nChanged 3024
		SP:Iteration 1F (128894.880000 sec): 3 clusters
  Score: Raw -797042.191707 + Penalty 2888.352465 = -794153.839241
  nChanged 688
		SP:Iteration 2F (128894.980000 sec): 3 clusters
  Score: Raw -797761.825242 + Penalty 2888.352465 = -794873.472777
  nChanged 644
		SP:Iteration 3F (128895.090000 sec): 3 clusters
  Score: Raw -798412.130422 + Penalty 2888.352465 = -795523.777957
  nChanged 554
		SP:Iteration 4F (128895.200000 sec): 3 clusters
  Score: Raw -798882.622141 + Penalty 2888.352465 = -795994.269676
  nChanged 383
		SP:Iteration 5F (128895.310000 sec): 3 clusters
  Score: Raw -799141.483038 + Penalty 2888.352465 = -796253.130573
  nChanged 254
		SP:Iteration 6Q (128895.410000 sec): 3 clusters
  Score: Raw -799269.547833 + Penalty 2888.352465 = -796381.195368
  nChanged 177
		SP:Iteration 7Q (128895.520000 sec): 3 clusters
  Score: Raw -799328.297640 + Penalty 2888.352465 = -796439.945175
  nChanged 122
		SP:Iteration 8Q (128895.630000 sec): 3 clusters
  Score: Raw -799366.227150 + Penalty 2888.352465 = -796477.874685
  nChanged 111
		SP:Iteration 9Q (128895.750000 sec): 3 clusters
  Score: Raw -799393.577092 + Penalty 2888.352465 = -796505.224627
  nChanged 65
		SP:Iteration 10Q (128895.870000 sec): 3 clusters
  Score: Raw -799410.085325 + Penalty 2888.352465 = -796521.732860
  nChanged 61
		SP:Iteration 11Q (128895.990000 sec): 3 clusters
  Score: Raw -799426.848423 + Penalty 2888.352465 = -796538.495958
  nChanged 59
		SP:Iteration 12Q (128896.110000 sec): 3 clusters
  Score: Raw -799444.294237 + Penalty 2888.352465 = -796555.941772
  nChanged 50
		SP:Iteration 13Q (128896.230000 sec): 3 clusters
  Score: Raw -799460.398021 + Penalty 2888.352465 = -796572.045556
  nChanged 56
		SP:Iteration 14Q (128896.350000 sec): 3 clusters
  Score: Raw -799475.975182 + Penalty 2888.352465 = -796587.622717
  nChanged 47
		SP:Iteration 15Q (128896.470000 sec): 3 clusters
  Score: Raw -799487.538015 + Penalty 2888.352465 = -796599.185549
  nChanged 45
		SP:Iteration 16Q (128896.590000 sec): 3 clusters
  Score: Raw -799502.021641 + Penalty 2888.352465 = -796613.669176
  nChanged 43
		SP:Iteration 17Q (128896.710000 sec): 3 clusters
  Score: Raw -799515.727930 + Penalty 2888.352465 = -796627.375465
  nChanged 38
		SP:Iteration 18Q (128896.820000 sec): 3 clusters
  Score: Raw -799529.993768 + Penalty 2888.352465 = -796641.641303
  nChanged 51
		SP:Iteration 19Q (128896.940000 sec): 3 clusters
  Score: Raw -799551.482852 + Penalty 2888.352465 = -796663.130387
  nChanged 61
		SP:Iteration 20F (128897.070000 sec): 3 clusters
  Score: Raw -799573.809332 + Penalty 2888.352465 = -796685.456867
  nChanged 70
		SP:Iteration 21Q (128897.190000 sec): 3 clusters
  Score: Raw -799597.949661 + Penalty 2888.352465 = -796709.597196
  nChanged 50
		SP:Iteration 22Q (128897.310000 sec): 3 clusters
  Score: Raw -799612.446329 + Penalty 2888.352465 = -796724.093863
  nChanged 44
		SP:Iteration 23Q (128897.430000 sec): 3 clusters
  Score: Raw -799624.573571 + Penalty 2888.352465 = -796736.221106
  nChanged 42
		SP:Iteration 24Q (128897.540000 sec): 3 clusters
  Score: Raw -799635.487663 + Penalty 2888.352465 = -796747.135197
  nChanged 38
		SP:Iteration 25Q (128897.660000 sec): 3 clusters
  Score: Raw -799644.484313 + Penalty 2888.352465 = -796756.131848
  nChanged 48
		SP:Iteration 26Q (128897.780000 sec): 3 clusters
  Score: Raw -799657.863491 + Penalty 2888.352465 = -796769.511026
  nChanged 43
		SP:Iteration 27Q (128897.900000 sec): 3 clusters
  Score: Raw -799669.024607 + Penalty 2888.352465 = -796780.672142
  nChanged 45
		SP:Iteration 28Q (128898.020000 sec): 3 clusters
  Score: Raw -799681.551366 + Penalty 2888.352465 = -796793.198901
  nChanged 45
		SP:Iteration 29Q (128898.140000 sec): 3 clusters
  Score: Raw -799694.754563 + Penalty 2888.352465 = -796806.402097
  nChanged 48
		SP:Iteration 30Q (128898.260000 sec): 3 clusters
  Score: Raw -799714.939838 + Penalty 2888.352465 = -796826.587373
  nChanged 61
		SP:Iteration 31Q (128898.380000 sec): 3 clusters
  Score: Raw -799738.933504 + Penalty 2888.352465 = -796850.581039
  nChanged 65
		SP:Iteration 32Q (128898.500000 sec): 3 clusters
  Score: Raw -799763.994209 + Penalty 2888.352465 = -796875.641744
  nChanged 61
		SP:Iteration 33Q (128898.620000 sec): 3 clusters
  Score: Raw -799788.367743 + Penalty 2888.352465 = -796900.015278
  nChanged 66
		SP:Iteration 34Q (128898.740000 sec): 3 clusters
  Score: Raw -799815.168150 + Penalty 2888.352465 = -796926.815684
  nChanged 61
		SP:Iteration 35Q (128898.850000 sec): 3 clusters
  Score: Raw -799836.472178 + Penalty 2888.352465 = -796948.119713
  nChanged 56
		SP:Iteration 36Q (128898.970000 sec): 3 clusters
  Score: Raw -799850.387034 + Penalty 2888.352465 = -796962.034569
  nChanged 39
		SP:Iteration 37Q (128899.090000 sec): 3 clusters
  Score: Raw -799860.045621 + Penalty 2888.352465 = -796971.693156
  nChanged 40
		SP:Iteration 38Q (128899.210000 sec): 3 clusters
  Score: Raw -799874.258820 + Penalty 2888.352465 = -796985.906355
  nChanged 41
		SP:Iteration 39Q (128899.320000 sec): 3 clusters
  Score: Raw -799889.425891 + Penalty 2888.352465 = -797001.073426
  nChanged 46
		SP:Iteration 40F (128899.440000 sec): 3 clusters
  Score: Raw -799902.110586 + Penalty 2888.352465 = -797013.758121
  nChanged 44
		SP:Iteration 41Q (128899.560000 sec): 3 clusters
  Score: Raw -799912.839517 + Penalty 2888.352465 = -797024.487052
  nChanged 38
		SP:Iteration 42Q (128899.680000 sec): 3 clusters
  Score: Raw -799922.358397 + Penalty 2888.352465 = -797034.005932
  nChanged 24
		SP:Iteration 43Q (128899.800000 sec): 3 clusters
  Score: Raw -799927.642581 + Penalty 2888.352465 = -797039.290116
  nChanged 27
		SP:Iteration 44Q (128899.920000 sec): 3 clusters
  Score: Raw -799933.697371 + Penalty 2888.352465 = -797045.344906
  nChanged 21
		SP:Iteration 45Q (128900.040000 sec): 3 clusters
  Score: Raw -799937.496100 + Penalty 2888.352465 = -797049.143635
  nChanged 14
		SP:Iteration 46Q (128900.160000 sec): 3 clusters
  Score: Raw -799940.464350 + Penalty 2888.352465 = -797052.111885
  nChanged 16
		SP:Iteration 47Q (128900.280000 sec): 3 clusters
  Score: Raw -799943.168916 + Penalty 2888.352465 = -797054.816451
  nChanged 15
		SP:Iteration 48Q (128900.400000 sec): 3 clusters
  Score: Raw -799945.606954 + Penalty 2888.352465 = -797057.254489
  nChanged 16
		SP:Iteration 49Q (128900.510000 sec): 3 clusters
  Score: Raw -799947.513545 + Penalty 2888.352465 = -797059.161080
  nChanged 12
		SP:Iteration 50Q (128900.630000 sec): 3 clusters
  Score: Raw -799950.230965 + Penalty 2888.352465 = -797061.878500
  nChanged 12
		SP:Iteration 51Q (128900.750000 sec): 3 clusters
  Score: Raw -799953.526884 + Penalty 2888.352465 = -797065.174419
  nChanged 23
		SP:Iteration 52Q (128900.870000 sec): 3 clusters
  Score: Raw -799958.290548 + Penalty 2888.352465 = -797069.938083
  nChanged 12
		SP:Iteration 53Q (128900.990000 sec): 3 clusters
  Score: Raw -799960.212410 + Penalty 2888.352465 = -797071.859945
  nChanged 8
		SP:Iteration 54Q (128901.100000 sec): 3 clusters
  Score: Raw -799962.754564 + Penalty 2888.352465 = -797074.402099
  nChanged 10
		SP:Iteration 55Q (128901.220000 sec): 3 clusters
  Score: Raw -799964.504446 + Penalty 2888.352465 = -797076.151981
  nChanged 6
		SP:Iteration 56Q (128901.340000 sec): 3 clusters
  Score: Raw -799965.628179 + Penalty 2888.352465 = -797077.275714
  nChanged 9
		SP:Iteration 57Q (128901.460000 sec): 3 clusters
  Score: Raw -799967.320783 + Penalty 2888.352465 = -797078.968318
  nChanged 3
		SP:Iteration 58Q (128901.580000 sec): 3 clusters
  Score: Raw -799967.679180 + Penalty 2888.352465 = -797079.326714
  nChanged 2
		SP:Iteration 59Q (128901.690000 sec): 3 clusters
  Score: Raw -799967.827490 + Penalty 2888.352465 = -797079.475025
  nChanged 1
		SP:Iteration 60F (128901.810000 sec): 3 clusters
  Score: Raw -799968.012879 + Penalty 2888.352465 = -797079.660414
  nChanged 2
		SP:Iteration 61Q (128901.930000 sec): 3 clusters
  Score: Raw -799968.446459 + Penalty 2888.352465 = -797080.093994
  nChanged 0
		SP:Iteration 62F (128902.050000 sec): 3 clusters
  Score: Raw -799968.446459 + Penalty 2888.352465 = -797080.093994
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 16 (5455 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128902.140000 sec): 2 clusters
  Score: Raw -684746.872881 + Penalty 1398.196783 = -683348.676098
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128902.330000 sec): 3 clusters
  Score: Raw -681886.553811 + Penalty 2796.393567 = -679090.160244
  nChanged 2238
		SP:Iteration 1F (128902.420000 sec): 3 clusters
  Score: Raw -683062.776118 + Penalty 2796.393567 = -680266.382551
  nChanged 363
		SP:Iteration 2F (128902.510000 sec): 3 clusters
  Score: Raw -683244.804587 + Penalty 2796.393567 = -680448.411020
  nChanged 283
		SP:Iteration 3F (128902.610000 sec): 3 clusters
  Score: Raw -683382.093012 + Penalty 2796.393567 = -680585.699445
  nChanged 243
		SP:Iteration 4Q (128902.700000 sec): 3 clusters
  Score: Raw -683498.839838 + Penalty 2796.393567 = -680702.446271
  nChanged 224
		SP:Iteration 5Q (128902.790000 sec): 3 clusters
  Score: Raw -683615.517572 + Penalty 2796.393567 = -680819.124005
  nChanged 214
		SP:Iteration 6Q (128902.890000 sec): 3 clusters
  Score: Raw -683715.618761 + Penalty 2796.393567 = -680919.225194
  nChanged 220
		SP:Iteration 7Q (128902.980000 sec): 3 clusters
  Score: Raw -683818.663264 + Penalty 2796.393567 = -681022.269697
  nChanged 201
		SP:Iteration 8Q (128903.070000 sec): 3 clusters
  Score: Raw -683924.257847 + Penalty 2796.393567 = -681127.864280
  nChanged 208
		SP:Iteration 9Q (128903.170000 sec): 3 clusters
  Score: Raw -684024.836028 + Penalty 2796.393567 = -681228.442461
  nChanged 177
		SP:Iteration 10Q (128903.260000 sec): 3 clusters
  Score: Raw -684100.915484 + Penalty 2796.393567 = -681304.521917
  nChanged 150
		SP:Iteration 11Q (128903.350000 sec): 3 clusters
  Score: Raw -684159.889181 + Penalty 2796.393567 = -681363.495615
  nChanged 136
		SP:Iteration 12Q (128903.440000 sec): 3 clusters
  Score: Raw -684211.994142 + Penalty 2796.393567 = -681415.600575
  nChanged 114
		SP:Iteration 13Q (128903.530000 sec): 3 clusters
  Score: Raw -684257.370059 + Penalty 2796.393567 = -681460.976492
  nChanged 94
		SP:Iteration 14Q (128903.630000 sec): 3 clusters
  Score: Raw -684294.894980 + Penalty 2796.393567 = -681498.501413
  nChanged 87
		SP:Iteration 15Q (128903.720000 sec): 3 clusters
  Score: Raw -684331.835063 + Penalty 2796.393567 = -681535.441496
  nChanged 86
		SP:Iteration 16Q (128903.810000 sec): 3 clusters
  Score: Raw -684365.278091 + Penalty 2796.393567 = -681568.884524
  nChanged 71
		SP:Iteration 17Q (128903.910000 sec): 3 clusters
  Score: Raw -684385.756388 + Penalty 2796.393567 = -681589.362821
  nChanged 54
		SP:Iteration 18Q (128904.000000 sec): 3 clusters
  Score: Raw -684403.470834 + Penalty 2796.393567 = -681607.077267
  nChanged 58
		SP:Iteration 19Q (128904.090000 sec): 3 clusters
  Score: Raw -684425.593548 + Penalty 2796.393567 = -681629.199981
  nChanged 59
		SP:Iteration 20F (128904.190000 sec): 3 clusters
  Score: Raw -684446.092611 + Penalty 2796.393567 = -681649.699044
  nChanged 49
		SP:Iteration 21Q (128904.280000 sec): 3 clusters
  Score: Raw -684462.518409 + Penalty 2796.393567 = -681666.124842
  nChanged 36
		SP:Iteration 22Q (128904.370000 sec): 3 clusters
  Score: Raw -684475.689692 + Penalty 2796.393567 = -681679.296125
  nChanged 51
		SP:Iteration 23Q (128904.470000 sec): 3 clusters
  Score: Raw -684494.690455 + Penalty 2796.393567 = -681698.296889
  nChanged 43
		SP:Iteration 24Q (128904.560000 sec): 3 clusters
  Score: Raw -684510.362878 + Penalty 2796.393567 = -681713.969311
  nChanged 37
		SP:Iteration 25Q (128904.650000 sec): 3 clusters
  Score: Raw -684522.128843 + Penalty 2796.393567 = -681725.735276
  nChanged 38
		SP:Iteration 26Q (128904.740000 sec): 3 clusters
  Score: Raw -684536.582502 + Penalty 2796.393567 = -681740.188935
  nChanged 41
		SP:Iteration 27Q (128904.840000 sec): 3 clusters
  Score: Raw -684551.932295 + Penalty 2796.393567 = -681755.538728
  nChanged 42
		SP:Iteration 28Q (128904.930000 sec): 3 clusters
  Score: Raw -684569.593614 + Penalty 2796.393567 = -681773.200047
  nChanged 46
		SP:Iteration 29Q (128905.020000 sec): 3 clusters
  Score: Raw -684589.234289 + Penalty 2796.393567 = -681792.840722
  nChanged 42
		SP:Iteration 30Q (128905.110000 sec): 3 clusters
  Score: Raw -684604.933241 + Penalty 2796.393567 = -681808.539674
  nChanged 31
		SP:Iteration 31Q (128905.210000 sec): 3 clusters
  Score: Raw -684617.094260 + Penalty 2796.393567 = -681820.700693
  nChanged 32
		SP:Iteration 32Q (128905.300000 sec): 3 clusters
  Score: Raw -684632.842237 + Penalty 2796.393567 = -681836.448670
  nChanged 37
		SP:Iteration 33Q (128905.390000 sec): 3 clusters
  Score: Raw -684651.099849 + Penalty 2796.393567 = -681854.706282
  nChanged 38
		SP:Iteration 34Q (128905.490000 sec): 3 clusters
  Score: Raw -684670.303894 + Penalty 2796.393567 = -681873.910327
  nChanged 43
		SP:Iteration 35Q (128905.580000 sec): 3 clusters
  Score: Raw -684694.053704 + Penalty 2796.393567 = -681897.660137
  nChanged 40
		SP:Iteration 36Q (128905.670000 sec): 3 clusters
  Score: Raw -684711.788114 + Penalty 2796.393567 = -681915.394547
  nChanged 33
		SP:Iteration 37Q (128905.760000 sec): 3 clusters
  Score: Raw -684729.551577 + Penalty 2796.393567 = -681933.158010
  nChanged 31
		SP:Iteration 38Q (128905.860000 sec): 3 clusters
  Score: Raw -684749.381201 + Penalty 2796.393567 = -681952.987634
  nChanged 34
		SP:Iteration 39Q (128905.950000 sec): 3 clusters
  Score: Raw -684771.385113 + Penalty 2796.393567 = -681974.991546
  nChanged 33
		SP:Iteration 40F (128906.040000 sec): 3 clusters
  Score: Raw -684792.459612 + Penalty 2796.393567 = -681996.066045
  nChanged 31
		SP:Iteration 41Q (128906.130000 sec): 3 clusters
  Score: Raw -684809.146849 + Penalty 2796.393567 = -682012.753282
  nChanged 23
		SP:Iteration 42Q (128906.230000 sec): 3 clusters
  Score: Raw -684822.389272 + Penalty 2796.393567 = -682025.995705
  nChanged 22
		SP:Iteration 43Q (128906.320000 sec): 3 clusters
  Score: Raw -684834.964746 + Penalty 2796.393567 = -682038.571179
  nChanged 14
		SP:Iteration 44Q (128906.410000 sec): 3 clusters
  Score: Raw -684843.256389 + Penalty 2796.393567 = -682046.862822
  nChanged 14
		SP:Iteration 45Q (128906.500000 sec): 3 clusters
  Score: Raw -684853.104364 + Penalty 2796.393567 = -682056.710797
  nChanged 15
		SP:Iteration 46Q (128906.590000 sec): 3 clusters
  Score: Raw -684860.245768 + Penalty 2796.393567 = -682063.852201
  nChanged 10
		SP:Iteration 47Q (128906.680000 sec): 3 clusters
  Score: Raw -684866.636621 + Penalty 2796.393567 = -682070.243054
  nChanged 11
		SP:Iteration 48Q (128906.770000 sec): 3 clusters
  Score: Raw -684874.097422 + Penalty 2796.393567 = -682077.703855
  nChanged 10
		SP:Iteration 49Q (128906.860000 sec): 3 clusters
  Score: Raw -684880.951487 + Penalty 2796.393567 = -682084.557920
  nChanged 14
		SP:Iteration 50Q (128907.100000 sec): 3 clusters
  Score: Raw -684888.485964 + Penalty 2796.393567 = -682092.092397
  nChanged 11
		SP:Iteration 51Q (128907.190000 sec): 3 clusters
  Score: Raw -684894.119088 + Penalty 2796.393567 = -682097.725521
  nChanged 11
		SP:Iteration 52Q (128907.280000 sec): 3 clusters
  Score: Raw -684898.591385 + Penalty 2796.393567 = -682102.197818
  nChanged 6
		SP:Iteration 53Q (128907.370000 sec): 3 clusters
  Score: Raw -684902.797622 + Penalty 2796.393567 = -682106.404056
  nChanged 11
		SP:Iteration 54Q (128907.460000 sec): 3 clusters
  Score: Raw -684909.187622 + Penalty 2796.393567 = -682112.794055
  nChanged 5
		SP:Iteration 55Q (128907.550000 sec): 3 clusters
  Score: Raw -684911.860008 + Penalty 2796.393567 = -682115.466441
  nChanged 6
		SP:Iteration 56Q (128907.650000 sec): 3 clusters
  Score: Raw -684915.082929 + Penalty 2796.393567 = -682118.689363
  nChanged 3
		SP:Iteration 57Q (128907.730000 sec): 3 clusters
  Score: Raw -684916.908386 + Penalty 2796.393567 = -682120.514819
  nChanged 3
		SP:Iteration 58Q (128907.830000 sec): 3 clusters
  Score: Raw -684919.404138 + Penalty 2796.393567 = -682123.010571
  nChanged 3
		SP:Iteration 59Q (128907.910000 sec): 3 clusters
  Score: Raw -684922.503137 + Penalty 2796.393567 = -682126.109570
  nChanged 5
		SP:Iteration 60F (128908.010000 sec): 3 clusters
  Score: Raw -684925.966891 + Penalty 2796.393567 = -682129.573324
  nChanged 4
		SP:Iteration 61Q (128908.100000 sec): 3 clusters
  Score: Raw -684928.544748 + Penalty 2796.393567 = -682132.151181
  nChanged 5
		SP:Iteration 62Q (128908.190000 sec): 3 clusters
  Score: Raw -684932.105142 + Penalty 2796.393567 = -682135.711575
  nChanged 1
		SP:Iteration 63Q (128908.280000 sec): 3 clusters
  Score: Raw -684932.758243 + Penalty 2796.393567 = -682136.364676
  nChanged 1
		SP:Iteration 64Q (128908.370000 sec): 3 clusters
  Score: Raw -684933.268646 + Penalty 2796.393567 = -682136.875079
  nChanged 1
		SP:Iteration 65Q (128908.460000 sec): 3 clusters
  Score: Raw -684934.117374 + Penalty 2796.393567 = -682137.723807
  nChanged 2
		SP:Iteration 66Q (128908.550000 sec): 3 clusters
  Score: Raw -684935.129974 + Penalty 2796.393567 = -682138.736407
  nChanged 2
		SP:Iteration 67Q (128908.640000 sec): 3 clusters
  Score: Raw -684935.795791 + Penalty 2796.393567 = -682139.402224
  nChanged 0
		SP:Iteration 68F (128908.740000 sec): 3 clusters
  Score: Raw -684935.795791 + Penalty 2796.393567 = -682139.402224
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 17 (585 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128908.790000 sec): 2 clusters
  Score: Raw -58354.288852 + Penalty 1035.386925 = -57318.901927
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128908.800000 sec): 3 clusters
  Score: Raw -58369.804382 + Penalty 2070.773850 = -56299.030531
  nChanged 164
		SP:Iteration 1F (128908.810000 sec): 3 clusters
  Score: Raw -58725.357674 + Penalty 2070.773850 = -56654.583823
  nChanged 59
		SP:Iteration 2F (128908.830000 sec): 3 clusters
  Score: Raw -58871.045145 + Penalty 2070.773850 = -56800.271294
  nChanged 32
		SP:Iteration 3F (128908.840000 sec): 3 clusters
  Score: Raw -59016.811990 + Penalty 2070.773850 = -56946.038139
  nChanged 26
		SP:Iteration 4Q (128908.850000 sec): 3 clusters
  Score: Raw -59070.932599 + Penalty 2070.773850 = -57000.158748
  nChanged 15
		SP:Iteration 5Q (128908.860000 sec): 3 clusters
  Score: Raw -59095.557132 + Penalty 2070.773850 = -57024.783282
  nChanged 10
		SP:Iteration 6Q (128908.870000 sec): 3 clusters
  Score: Raw -59115.255969 + Penalty 2070.773850 = -57044.482119
  nChanged 6
		SP:Iteration 7Q (128908.890000 sec): 3 clusters
  Score: Raw -59130.881978 + Penalty 2070.773850 = -57060.108128
  nChanged 7
		SP:Iteration 8Q (128908.900000 sec): 3 clusters
  Score: Raw -59145.468243 + Penalty 2070.773850 = -57074.694392
  nChanged 6
		SP:Iteration 9Q (128908.910000 sec): 3 clusters
  Score: Raw -59178.196817 + Penalty 2070.773850 = -57107.422967
  nChanged 3
		SP:Iteration 10Q (128908.920000 sec): 3 clusters
  Score: Raw -59182.252203 + Penalty 2070.773850 = -57111.478353
  nChanged 2
		SP:Iteration 11Q (128908.930000 sec): 3 clusters
  Score: Raw -59189.550281 + Penalty 2070.773850 = -57118.776431
  nChanged 1
		SP:Iteration 12Q (128908.950000 sec): 3 clusters
  Score: Raw -59192.605479 + Penalty 2070.773850 = -57121.831629
  nChanged 1
		SP:Iteration 13Q (128908.950000 sec): 3 clusters
  Score: Raw -59194.198392 + Penalty 2070.773850 = -57123.424541
  nChanged 2
		SP:Iteration 14Q (128908.970000 sec): 3 clusters
  Score: Raw -59196.176037 + Penalty 2070.773850 = -57125.402187
  nChanged 2
		SP:Iteration 15Q (128908.980000 sec): 3 clusters
  Score: Raw -59197.598386 + Penalty 2070.773850 = -57126.824535
  nChanged 1
		SP:Iteration 16Q (128908.990000 sec): 3 clusters
  Score: Raw -59199.055211 + Penalty 2070.773850 = -57128.281361
  nChanged 2
		SP:Iteration 17Q (128909.000000 sec): 3 clusters
  Score: Raw -59202.515708 + Penalty 2070.773850 = -57131.741858
  nChanged 2
		SP:Iteration 18Q (128909.010000 sec): 3 clusters
  Score: Raw -59207.282815 + Penalty 2070.773850 = -57136.508965
  nChanged 4
		SP:Iteration 19Q (128909.030000 sec): 3 clusters
  Score: Raw -59213.268121 + Penalty 2070.773850 = -57142.494270
  nChanged 3
		SP:Iteration 20F (128909.040000 sec): 3 clusters
  Score: Raw -59220.859899 + Penalty 2070.773850 = -57150.086048
  nChanged 5
		SP:Iteration 21Q (128909.050000 sec): 3 clusters
  Score: Raw -59227.694845 + Penalty 2070.773850 = -57156.920994
  nChanged 3
		SP:Iteration 22Q (128909.060000 sec): 3 clusters
  Score: Raw -59233.298533 + Penalty 2070.773850 = -57162.524682
  nChanged 4
		SP:Iteration 23Q (128909.070000 sec): 3 clusters
  Score: Raw -59243.655435 + Penalty 2070.773850 = -57172.881585
  nChanged 6
		SP:Iteration 24Q (128909.080000 sec): 3 clusters
  Score: Raw -59252.314843 + Penalty 2070.773850 = -57181.540993
  nChanged 1
		SP:Iteration 25Q (128909.090000 sec): 3 clusters
  Score: Raw -59253.861705 + Penalty 2070.773850 = -57183.087855
  nChanged 1
		SP:Iteration 26Q (128909.110000 sec): 3 clusters
  Score: Raw -59255.919406 + Penalty 2070.773850 = -57185.145556
  nChanged 0
		SP:Iteration 27F (128909.120000 sec): 3 clusters
  Score: Raw -59255.919406 + Penalty 2070.773850 = -57185.145556
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 18 (7338 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128909.240000 sec): 2 clusters
  Score: Raw -956426.449078 + Penalty 1446.383511 = -954980.065567
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128909.380000 sec): 3 clusters
  Score: Raw -952353.839366 + Penalty 2892.767022 = -949461.072345
  nChanged 3072
		SP:Iteration 1F (128909.510000 sec): 3 clusters
  Score: Raw -954000.047398 + Penalty 2892.767022 = -951107.280377
  nChanged 437
		SP:Iteration 2F (128909.630000 sec): 3 clusters
  Score: Raw -954177.015028 + Penalty 2892.767022 = -951284.248006
  nChanged 348
		SP:Iteration 3Q (128909.750000 sec): 3 clusters
  Score: Raw -954302.926605 + Penalty 2892.767022 = -951410.159584
  nChanged 243
		SP:Iteration 4Q (128909.870000 sec): 3 clusters
  Score: Raw -954388.895122 + Penalty 2892.767022 = -951496.128100
  nChanged 212
		SP:Iteration 5Q (128909.990000 sec): 3 clusters
  Score: Raw -954463.376893 + Penalty 2892.767022 = -951570.609872
  nChanged 192
		SP:Iteration 6Q (128910.120000 sec): 3 clusters
  Score: Raw -954530.700786 + Penalty 2892.767022 = -951637.933764
  nChanged 191
		SP:Iteration 7Q (128910.240000 sec): 3 clusters
  Score: Raw -954610.550985 + Penalty 2892.767022 = -951717.783964
  nChanged 219
		SP:Iteration 8Q (128910.360000 sec): 3 clusters
  Score: Raw -954723.836229 + Penalty 2892.767022 = -951831.069207
  nChanged 259
		SP:Iteration 9Q (128910.480000 sec): 3 clusters
  Score: Raw -954911.351676 + Penalty 2892.767022 = -952018.584654
  nChanged 329
		SP:Iteration 10Q (128910.610000 sec): 3 clusters
  Score: Raw -955235.368605 + Penalty 2892.767022 = -952342.601584
  nChanged 437
		SP:Iteration 11F (128910.730000 sec): 3 clusters
  Score: Raw -955766.633517 + Penalty 2892.767022 = -952873.866496
  nChanged 502
		SP:Iteration 12F (128910.850000 sec): 3 clusters
  Score: Raw -956438.098109 + Penalty 2892.767022 = -953545.331087
  nChanged 534
		SP:Iteration 13F (128910.970000 sec): 3 clusters
  Score: Raw -956961.393517 + Penalty 2892.767022 = -954068.626495
  nChanged 427
		SP:Iteration 14F (128911.090000 sec): 3 clusters
  Score: Raw -957365.061749 + Penalty 2892.767022 = -954472.294728
  nChanged 324
		SP:Iteration 15Q (128911.210000 sec): 3 clusters
  Score: Raw -957733.645395 + Penalty 2892.767022 = -954840.878374
  nChanged 256
		SP:Iteration 16Q (128911.330000 sec): 3 clusters
  Score: Raw -958073.877716 + Penalty 2892.767022 = -955181.110695
  nChanged 165
		SP:Iteration 17Q (128911.440000 sec): 3 clusters
  Score: Raw -958320.618042 + Penalty 2892.767022 = -955427.851021
  nChanged 96
		SP:Iteration 18Q (128911.560000 sec): 3 clusters
  Score: Raw -958421.829508 + Penalty 2892.767022 = -955529.062486
  nChanged 56
		SP:Iteration 19Q (128911.670000 sec): 3 clusters
  Score: Raw -958467.891921 + Penalty 2892.767022 = -955575.124899
  nChanged 33
		SP:Iteration 20F (128911.810000 sec): 3 clusters
  Score: Raw -958492.832859 + Penalty 2892.767022 = -955600.065838
  nChanged 23
		SP:Iteration 21Q (128911.930000 sec): 3 clusters
  Score: Raw -958503.312756 + Penalty 2892.767022 = -955610.545734
  nChanged 12
		SP:Iteration 22Q (128912.040000 sec): 3 clusters
  Score: Raw -958506.958982 + Penalty 2892.767022 = -955614.191961
  nChanged 6
		SP:Iteration 23Q (128912.160000 sec): 3 clusters
  Score: Raw -958508.944176 + Penalty 2892.767022 = -955616.177155
  nChanged 2
		SP:Iteration 24Q (128912.290000 sec): 3 clusters
  Score: Raw -958509.754527 + Penalty 2892.767022 = -955616.987505
  nChanged 1
		SP:Iteration 25Q (128912.410000 sec): 3 clusters
  Score: Raw -958510.062943 + Penalty 2892.767022 = -955617.295921
  nChanged 0
		SP:Iteration 26F (128912.550000 sec): 3 clusters
  Score: Raw -958510.062943 + Penalty 2892.767022 = -955617.295921
  nChanged 0
  Score: Raw -118951639.689158 + Penalty 171027.880078 = -118780611.809080

Splitting cluster 18 changes total score from -118778445.346263 to -118780611.809080

 So it's getting split into cluster 76.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 19 (10275 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (129144.170000 sec): 2 clusters
  Score: Raw -1200882.780541 + Penalty 1501.088719 = -1199381.691822
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (129144.350000 sec): 3 clusters
  Score: Raw -1195098.103828 + Penalty 3002.177438 = -1192095.926391
  nChanged 4376
		SP:Iteration 1F (129144.490000 sec): 3 clusters
  Score: Raw -1197740.790625 + Penalty 3002.177438 = -1194738.613188
  nChanged 837
		SP:Iteration 2F (129144.620000 sec): 3 clusters
  Score: Raw -1198498.891975 + Penalty 3002.177438 = -1195496.714538
  nChanged 828
		SP:Iteration 3F (129144.780000 sec): 3 clusters
  Score: Raw -1199355.930845 + Penalty 3002.177438 = -1196353.753407
  nChanged 800
		SP:Iteration 4F (129144.940000 sec): 3 clusters
  Score: Raw -1199979.087060 + Penalty 3002.177438 = -1196976.909622
  nChanged 719
		SP:Iteration 5F (129145.060000 sec): 3 clusters
  Score: Raw -1200440.417453 + Penalty 3002.177438 = -1197438.240015
  nChanged 544
		SP:Iteration 6F (129145.220000 sec): 3 clusters
  Score: Raw -1200750.971654 + Penalty 3002.177438 = -1197748.794216
  nChanged 425
		SP:Iteration 7Q (129145.400000 sec): 3 clusters
  Score: Raw -1201027.246240 + Penalty 3002.177438 = -1198025.068802
  nChanged 398
		SP:Iteration 8Q (129145.540000 sec): 3 clusters
  Score: Raw -1201295.307117 + Penalty 3002.177438 = -1198293.129679
  nChanged 345
		SP:Iteration 9Q (129145.690000 sec): 3 clusters
  Score: Raw -1201550.545526 + Penalty 3002.177438 = -1198548.368088
  nChanged 312
		SP:Iteration 10Q (129145.860000 sec): 3 clusters
  Score: Raw -1201799.827441 + Penalty 3002.177438 = -1198797.650003
  nChanged 299
		SP:Iteration 11Q (129146.000000 sec): 3 clusters
  Score: Raw -1202088.944944 + Penalty 3002.177438 = -1199086.767507
  nChanged 285
		SP:Iteration 12Q (129146.140000 sec): 3 clusters
  Score: Raw -1202397.303027 + Penalty 3002.177438 = -1199395.125590
  nChanged 265
		SP:Iteration 13Q (129146.310000 sec): 3 clusters
  Score: Raw -1202603.037560 + Penalty 3002.177438 = -1199600.860122
  nChanged 198
		SP:Iteration 14Q (129146.450000 sec): 3 clusters
  Score: Raw -1202718.838058 + Penalty 3002.177438 = -1199716.660620
  nChanged 134
		SP:Iteration 15Q (129146.580000 sec): 3 clusters
  Score: Raw -1202775.771316 + Penalty 3002.177438 = -1199773.593878
  nChanged 105
		SP:Iteration 16Q (129146.750000 sec): 3 clusters
  Score: Raw -1202811.028738 + Penalty 3002.177438 = -1199808.851300
  nChanged 74
		SP:Iteration 17Q (129146.910000 sec): 3 clusters
  Score: Raw -1202829.469576 + Penalty 3002.177438 = -1199827.292138
  nChanged 55
		SP:Iteration 18Q (129147.050000 sec): 3 clusters
  Score: Raw -1202842.331171 + Penalty 3002.177438 = -1199840.153733
  nChanged 49
		SP:Iteration 19Q (129147.180000 sec): 3 clusters
  Score: Raw -1202856.819370 + Penalty 3002.177438 = -1199854.641932
  nChanged 37
		SP:Iteration 20F (129147.360000 sec): 3 clusters
  Score: Raw -1202863.299827 + Penalty 3002.177438 = -1199861.122390
  nChanged 27
		SP:Iteration 21Q (129147.500000 sec): 3 clusters
  Score: Raw -1202867.862530 + Penalty 3002.177438 = -1199865.685092
  nChanged 20
		SP:Iteration 22Q (129147.630000 sec): 3 clusters
  Score: Raw -1202871.899371 + Penalty 3002.177438 = -1199869.721934
  nChanged 21
		SP:Iteration 23Q (129147.780000 sec): 3 clusters
  Score: Raw -1202875.291322 + Penalty 3002.177438 = -1199873.113885
  nChanged 25
		SP:Iteration 24Q (129147.950000 sec): 3 clusters
  Score: Raw -1202879.622361 + Penalty 3002.177438 = -1199877.444923
  nChanged 28
		SP:Iteration 25Q (129148.090000 sec): 3 clusters
  Score: Raw -1202885.205798 + Penalty 3002.177438 = -1199883.028360
  nChanged 22
		SP:Iteration 26Q (129148.220000 sec): 3 clusters
  Score: Raw -1202888.768952 + Penalty 3002.177438 = -1199886.591514
  nChanged 30
		SP:Iteration 27Q (129148.380000 sec): 3 clusters
  Score: Raw -1202893.448986 + Penalty 3002.177438 = -1199891.271548
  nChanged 20
		SP:Iteration 28Q (129148.550000 sec): 3 clusters
  Score: Raw -1202896.214082 + Penalty 3002.177438 = -1199894.036644
  nChanged 26
		SP:Iteration 29Q (129148.680000 sec): 3 clusters
  Score: Raw -1202899.740579 + Penalty 3002.177438 = -1199897.563142
  nChanged 21
		SP:Iteration 30Q (129148.810000 sec): 3 clusters
  Score: Raw -1202902.097213 + Penalty 3002.177438 = -1199899.919775
  nChanged 14
		SP:Iteration 31Q (129148.970000 sec): 3 clusters
  Score: Raw -1202903.572153 + Penalty 3002.177438 = -1199901.394715
  nChanged 12
		SP:Iteration 32Q (129149.140000 sec): 3 clusters
  Score: Raw -1202904.956718 + Penalty 3002.177438 = -1199902.779280
  nChanged 14
		SP:Iteration 33Q (129149.270000 sec): 3 clusters
  Score: Raw -1202906.950287 + Penalty 3002.177438 = -1199904.772849
  nChanged 17
		SP:Iteration 34Q (129149.400000 sec): 3 clusters
  Score: Raw -1202909.829772 + Penalty 3002.177438 = -1199907.652335
  nChanged 14
		SP:Iteration 35Q (129149.570000 sec): 3 clusters
  Score: Raw -1202911.995225 + Penalty 3002.177438 = -1199909.817787
  nChanged 14
		SP:Iteration 36Q (129149.740000 sec): 3 clusters
  Score: Raw -1202914.292873 + Penalty 3002.177438 = -1199912.115435
  nChanged 15
		SP:Iteration 37Q (129149.870000 sec): 3 clusters
  Score: Raw -1202916.862936 + Penalty 3002.177438 = -1199914.685498
  nChanged 21
		SP:Iteration 38Q (129150.010000 sec): 3 clusters
  Score: Raw -1202920.056242 + Penalty 3002.177438 = -1199917.878804
  nChanged 16
		SP:Iteration 39Q (129150.190000 sec): 3 clusters
  Score: Raw -1202922.443181 + Penalty 3002.177438 = -1199920.265743
  nChanged 15
		SP:Iteration 40F (129150.330000 sec): 3 clusters
  Score: Raw -1202924.258923 + Penalty 3002.177438 = -1199922.081485
  nChanged 14
		SP:Iteration 41Q (129150.470000 sec): 3 clusters
  Score: Raw -1202925.799929 + Penalty 3002.177438 = -1199923.622492
  nChanged 12
		SP:Iteration 42Q (129150.630000 sec): 3 clusters
  Score: Raw -1202928.720574 + Penalty 3002.177438 = -1199926.543136
  nChanged 15
		SP:Iteration 43Q (129150.780000 sec): 3 clusters
  Score: Raw -1202932.306980 + Penalty 3002.177438 = -1199930.129542
  nChanged 26
		SP:Iteration 44Q (129150.900000 sec): 3 clusters
  Score: Raw -1202937.325255 + Penalty 3002.177438 = -1199935.147817
  nChanged 32
		SP:Iteration 45Q (129151.040000 sec): 3 clusters
  Score: Raw -1202943.337203 + Penalty 3002.177438 = -1199941.159765
  nChanged 23
		SP:Iteration 46Q (129151.200000 sec): 3 clusters
  Score: Raw -1202946.446275 + Penalty 3002.177438 = -1199944.268837
  nChanged 21
		SP:Iteration 47Q (129151.360000 sec): 3 clusters
  Score: Raw -1202949.453086 + Penalty 3002.177438 = -1199947.275648
  nChanged 18
		SP:Iteration 48Q (129151.490000 sec): 3 clusters
  Score: Raw -1202952.205309 + Penalty 3002.177438 = -1199950.027872
  nChanged 12
		SP:Iteration 49Q (129151.630000 sec): 3 clusters
  Score: Raw -1202953.767775 + Penalty 3002.177438 = -1199951.590337
  nChanged 16
		SP:Iteration 50Q (129151.800000 sec): 3 clusters
  Score: Raw -1202956.202711 + Penalty 3002.177438 = -1199954.025273
  nChanged 13
		SP:Iteration 51Q (129151.940000 sec): 3 clusters
  Score: Raw -1202958.120518 + Penalty 3002.177438 = -1199955.943080
  nChanged 11
		SP:Iteration 52Q (129152.070000 sec): 3 clusters
  Score: Raw -1202959.409806 + Penalty 3002.177438 = -1199957.232368
  nChanged 8
		SP:Iteration 53Q (129152.220000 sec): 3 clusters
  Score: Raw -1202960.341380 + Penalty 3002.177438 = -1199958.163943
  nChanged 3
		SP:Iteration 54Q (129152.390000 sec): 3 clusters
  Score: Raw -1202960.699734 + Penalty 3002.177438 = -1199958.522296
  nChanged 5
		SP:Iteration 55Q (129152.530000 sec): 3 clusters
  Score: Raw -1202961.424095 + Penalty 3002.177438 = -1199959.246657
  nChanged 7
		SP:Iteration 56Q (129152.650000 sec): 3 clusters
  Score: Raw -1202962.258569 + Penalty 3002.177438 = -1199960.081131
  nChanged 9
		SP:Iteration 57Q (129152.810000 sec): 3 clusters
  Score: Raw -1202963.012716 + Penalty 3002.177438 = -1199960.835278
  nChanged 5
		SP:Iteration 58Q (129152.980000 sec): 3 clusters
  Score: Raw -1202963.473783 + Penalty 3002.177438 = -1199961.296346
  nChanged 4
		SP:Iteration 59Q (129153.120000 sec): 3 clusters
  Score: Raw -1202963.904350 + Penalty 3002.177438 = -1199961.726913
  nChanged 3
		SP:Iteration 60F (129153.260000 sec): 3 clusters
  Score: Raw -1202964.146717 + Penalty 3002.177438 = -1199961.969279
  nChanged 6
		SP:Iteration 61Q (129153.430000 sec): 3 clusters
  Score: Raw -1202964.975952 + Penalty 3002.177438 = -1199962.798514
  nChanged 6
		SP:Iteration 62Q (129153.570000 sec): 3 clusters
  Score: Raw -1202965.501720 + Penalty 3002.177438 = -1199963.324282
  nChanged 5
		SP:Iteration 63Q (129153.690000 sec): 3 clusters
  Score: Raw -1202966.060947 + Penalty 3002.177438 = -1199963.883509
  nChanged 4
		SP:Iteration 64Q (129153.820000 sec): 3 clusters
  Score: Raw -1202966.850573 + Penalty 3002.177438 = -1199964.673135
  nChanged 7
		SP:Iteration 65Q (129153.990000 sec): 3 clusters
  Score: Raw -1202967.879365 + Penalty 3002.177438 = -1199965.701927
  nChanged 8
		SP:Iteration 66Q (129154.150000 sec): 3 clusters
  Score: Raw -1202968.778318 + Penalty 3002.177438 = -1199966.600880
  nChanged 7
		SP:Iteration 67Q (129154.290000 sec): 3 clusters
  Score: Raw -1202969.254169 + Penalty 3002.177438 = -1199967.076731
  nChanged 2
		SP:Iteration 68Q (129154.430000 sec): 3 clusters
  Score: Raw -1202969.363978 + Penalty 3002.177438 = -1199967.186540
  nChanged 3
		SP:Iteration 69Q (129154.590000 sec): 3 clusters
  Score: Raw -1202969.576115 + Penalty 3002.177438 = -1199967.398677
  nChanged 3
		SP:Iteration 70Q (129154.730000 sec): 3 clusters
  Score: Raw -1202969.775381 + Penalty 3002.177438 = -1199967.597943
  nChanged 6
		SP:Iteration 71Q (129154.860000 sec): 3 clusters
  Score: Raw -1202970.435110 + Penalty 3002.177438 = -1199968.257672
  nChanged 7
		SP:Iteration 72Q (129155.010000 sec): 3 clusters
  Score: Raw -1202971.295142 + Penalty 3002.177438 = -1199969.117704
  nChanged 10
		SP:Iteration 73Q (129155.180000 sec): 3 clusters
  Score: Raw -1202972.238912 + Penalty 3002.177438 = -1199970.061474
  nChanged 6
		SP:Iteration 74Q (129155.320000 sec): 3 clusters
  Score: Raw -1202973.073863 + Penalty 3002.177438 = -1199970.896426
  nChanged 6
		SP:Iteration 75Q (129155.450000 sec): 3 clusters
  Score: Raw -1202973.699386 + Penalty 3002.177438 = -1199971.521948
  nChanged 6
		SP:Iteration 76Q (129155.610000 sec): 3 clusters
  Score: Raw -1202974.414841 + Penalty 3002.177438 = -1199972.237403
  nChanged 4
		SP:Iteration 77Q (129155.780000 sec): 3 clusters
  Score: Raw -1202974.777407 + Penalty 3002.177438 = -1199972.599970
  nChanged 3
		SP:Iteration 78Q (129155.920000 sec): 3 clusters
  Score: Raw -1202974.993936 + Penalty 3002.177438 = -1199972.816498
  nChanged 0
		SP:Iteration 79F (129156.060000 sec): 3 clusters
  Score: Raw -1202974.993936 + Penalty 3002.177438 = -1199972.816498
  nChanged 0
  Score: Raw -118953731.902553 + Penalty 173278.246921 = -118780453.655631

Splitting cluster 19 changes total score from -118778445.346263 to -118780453.655631

 So it's getting split into cluster 77.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 20 (6159 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (129435.710000 sec): 2 clusters
  Score: Raw -664002.718795 + Penalty 1417.921327 = -662584.797468
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (129435.830000 sec): 3 clusters
  Score: Raw -660758.975846 + Penalty 2835.842654 = -657923.133192
  nChanged 2568
		SP:Iteration 1F (129435.930000 sec): 3 clusters
  Score: Raw -662885.843302 + Penalty 2835.842654 = -660050.000648
  nChanged 693
		SP:Iteration 2F (129436.030000 sec): 3 clusters
  Score: Raw -663683.575366 + Penalty 2835.842654 = -660847.732711
  nChanged 577
		SP:Iteration 3F (129436.130000 sec): 3 clusters
  Score: Raw -664210.065302 + Penalty 2835.842654 = -661374.222647
  nChanged 408
		SP:Iteration 4F (129436.230000 sec): 3 clusters
  Score: Raw -664525.169588 + Penalty 2835.842654 = -661689.326934
  nChanged 294
		SP:Iteration 5Q (129436.320000 sec): 3 clusters
  Score: Raw -664728.745487 + Penalty 2835.842654 = -661892.902832
  nChanged 248
		SP:Iteration 6Q (129436.420000 sec): 3 clusters
  Score: Raw -664883.350274 + Penalty 2835.842654 = -662047.507620
  nChanged 192
		SP:Iteration 7Q (129436.520000 sec): 3 clusters
  Score: Raw -664988.150222 + Penalty 2835.842654 = -662152.307568
  nChanged 158
		SP:Iteration 8Q (129436.620000 sec): 3 clusters
  Score: Raw -665082.825139 + Penalty 2835.842654 = -662246.982485
  nChanged 129
		SP:Iteration 9Q (129436.720000 sec): 3 clusters
  Score: Raw -665149.511750 + Penalty 2835.842654 = -662313.669096
  nChanged 114
		SP:Iteration 10Q (129436.820000 sec): 3 clusters
  Score: Raw -665204.445264 + Penalty 2835.842654 = -662368.602610
  nChanged 115
		SP:Iteration 11Q (129436.920000 sec): 3 clusters
  Score: Raw -665269.374639 + Penalty 2835.842654 = -662433.531984
  nChanged 127
		SP:Iteration 12Q (129437.020000 sec): 3 clusters
  Score: Raw -665334.765163 + Penalty 2835.842654 = -662498.922509
  nChanged 102
		SP:Iteration 13Q (129437.120000 sec): 3 clusters
  Score: Raw -665395.756696 + Penalty 2835.842654 = -662559.914042
  nChanged 140
		SP:Iteration 14Q (129437.220000 sec): 3 clusters
  Score: Raw -665476.953854 + Penalty 2835.842654 = -662641.111200
  nChanged 138
		SP:Iteration 15Q (129437.310000 sec): 3 clusters
  Score: Raw -665578.250646 + Penalty 2835.842654 = -662742.407992
  nChanged 145
		SP:Iteration 16Q (129437.410000 sec): 3 clusters
  Score: Raw -665709.187859 + Penalty 2835.842654 = -662873.345204
  nChanged 161
		SP:Iteration 17Q (129437.510000 sec): 3 clusters
  Score: Raw -665821.300119 + Penalty 2835.842654 = -662985.457465
  nChanged 135
		SP:Iteration 18Q (129437.610000 sec): 3 clusters
  Score: Raw -665904.291269 + Penalty 2835.842654 = -663068.448614
  nChanged 112
		SP:Iteration 19Q (129437.710000 sec): 3 clusters
  Score: Raw -665970.340256 + Penalty 2835.842654 = -663134.497601
  nChanged 101
		SP:Iteration 20F (129437.810000 sec): 3 clusters
  Score: Raw -666024.505729 + Penalty 2835.842654 = -663188.663074
  nChanged 76
		SP:Iteration 21Q (129437.910000 sec): 3 clusters
  Score: Raw -666060.258401 + Penalty 2835.842654 = -663224.415747
  nChanged 72
		SP:Iteration 22Q (129438.020000 sec): 3 clusters
  Score: Raw -666093.143243 + Penalty 2835.842654 = -663257.300589
  nChanged 63
		SP:Iteration 23Q (129438.110000 sec): 3 clusters
  Score: Raw -666113.896417 + Penalty 2835.842654 = -663278.053763
  nChanged 48
		SP:Iteration 24Q (129438.210000 sec): 3 clusters
  Score: Raw -666126.866214 + Penalty 2835.842654 = -663291.023559
  nChanged 26
		SP:Iteration 25Q (129438.310000 sec): 3 clusters
  Score: Raw -666133.611784 + Penalty 2835.842654 = -663297.769130
  nChanged 28
		SP:Iteration 26Q (129438.400000 sec): 3 clusters
  Score: Raw -666140.302722 + Penalty 2835.842654 = -663304.460067
  nChanged 24
		SP:Iteration 27Q (129438.500000 sec): 3 clusters
  Score: Raw -666145.870350 + Penalty 2835.842654 = -663310.027696
  nChanged 21
		SP:Iteration 28Q (129438.600000 sec): 3 clusters
  Score: Raw -666150.931120 + Penalty 2835.842654 = -663315.088466
  nChanged 26
		SP:Iteration 29Q (129438.700000 sec): 3 clusters
  Score: Raw -666155.289021 + Penalty 2835.842654 = -663319.446367
  nChanged 18
		SP:Iteration 30Q (129438.800000 sec): 3 clusters
  Score: Raw -666158.322371 + Penalty 2835.842654 = -663322.479717
  nChanged 10
		SP:Iteration 31Q (129438.900000 sec): 3 clusters
  Score: Raw -666159.695481 + Penalty 2835.842654 = -663323.852827
  nChanged 6
		SP:Iteration 32Q (129439.000000 sec): 3 clusters
  Score: Raw -666161.072759 + Penalty 2835.842654 = -663325.230105
  nChanged 4
		SP:Iteration 33Q (129439.100000 sec): 3 clusters
  Score: Raw -666162.674418 + Penalty 2835.842654 = -663326.831763
  nChanged 6
		SP:Iteration 34Q (129439.200000 sec): 3 clusters
  Score: Raw -666163.535224 + Penalty 2835.842654 = -663327.692569
  nChanged 3
		SP:Iteration 35Q (129439.300000 sec): 3 clusters
  Score: Raw -666164.177817 + Penalty 2835.842654 = -663328.335162
  nChanged 1
		SP:Iteration 36Q (129439.390000 sec): 3 clusters
  Score: Raw -666164.446006 + Penalty 2835.842654 = -663328.603352
  nChanged 0
		SP:Iteration 37F (129439.490000 sec): 3 clusters
  Score: Raw -666164.446006 + Penalty 2835.842654 = -663328.603352
  nChanged 0
  Score: Raw -118955893.629764 + Penalty 175528.613765 = -118780365.016000

Splitting cluster 20 changes total score from -118778445.346263 to -118780365.016000

 So it's getting split into cluster 78.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 21 (11673 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (129678.370000 sec): 2 clusters
  Score: Raw -1361183.867800 + Penalty 1521.817986 = -1359662.049813
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (129678.530000 sec): 3 clusters
  Score: Raw -1354562.696919 + Penalty 3043.635973 = -1351519.060946
  nChanged 5144
		SP:Iteration 1F (129678.700000 sec): 3 clusters
  Score: Raw -1357360.686780 + Penalty 3043.635973 = -1354317.050807
  nChanged 818
		SP:Iteration 2F (129678.900000 sec): 3 clusters
  Score: Raw -1357836.962558 + Penalty 3043.635973 = -1354793.326586
  nChanged 783
		SP:Iteration 3F (129679.080000 sec): 3 clusters
  Score: Raw -1358352.049280 + Penalty 3043.635973 = -1355308.413308
  nChanged 853
		SP:Iteration 4F (129679.250000 sec): 3 clusters
  Score: Raw -1358937.680345 + Penalty 3043.635973 = -1355894.044372
  nChanged 779
		SP:Iteration 5F (129679.430000 sec): 3 clusters
  Score: Raw -1359431.839153 + Penalty 3043.635973 = -1356388.203180
  nChanged 640
		SP:Iteration 6F (129679.610000 sec): 3 clusters
  Score: Raw -1359796.980501 + Penalty 3043.635973 = -1356753.344528
  nChanged 503
		SP:Iteration 7Q (129679.810000 sec): 3 clusters
  Score: Raw -1360050.546411 + Penalty 3043.635973 = -1357006.910438
  nChanged 386
		SP:Iteration 8Q (129679.980000 sec): 3 clusters
  Score: Raw -1360239.036476 + Penalty 3043.635973 = -1357195.400504
  nChanged 322
		SP:Iteration 9Q (129680.150000 sec): 3 clusters
  Score: Raw -1360374.508200 + Penalty 3043.635973 = -1357330.872227
  nChanged 263
		SP:Iteration 10Q (129680.340000 sec): 3 clusters
  Score: Raw -1360469.234384 + Penalty 3043.635973 = -1357425.598412
  nChanged 190
		SP:Iteration 11Q (129680.510000 sec): 3 clusters
  Score: Raw -1360534.771636 + Penalty 3043.635973 = -1357491.135663
  nChanged 181
		SP:Iteration 12Q (129680.710000 sec): 3 clusters
  Score: Raw -1360606.211707 + Penalty 3043.635973 = -1357562.575734
  nChanged 167
		SP:Iteration 13Q (129680.880000 sec): 3 clusters
  Score: Raw -1360670.608686 + Penalty 3043.635973 = -1357626.972714
  nChanged 188
		SP:Iteration 14Q (129681.050000 sec): 3 clusters
  Score: Raw -1360757.476172 + Penalty 3043.635973 = -1357713.840200
  nChanged 199
		SP:Iteration 15Q (129681.240000 sec): 3 clusters
  Score: Raw -1360857.748913 + Penalty 3043.635973 = -1357814.112940
  nChanged 176
		SP:Iteration 16Q (129681.410000 sec): 3 clusters
  Score: Raw -1360941.377619 + Penalty 3043.635973 = -1357897.741646
  nChanged 156
		SP:Iteration 17Q (129681.610000 sec): 3 clusters
  Score: Raw -1361025.401289 + Penalty 3043.635973 = -1357981.765316
  nChanged 151
		SP:Iteration 18Q (129681.780000 sec): 3 clusters
  Score: Raw -1361117.195969 + Penalty 3043.635973 = -1358073.559996
  nChanged 131
		SP:Iteration 19Q (129681.950000 sec): 3 clusters
  Score: Raw -1361179.648250 + Penalty 3043.635973 = -1358136.012277
  nChanged 106
		SP:Iteration 20F (129682.130000 sec): 3 clusters
  Score: Raw -1361234.054656 + Penalty 3043.635973 = -1358190.418683
  nChanged 95
		SP:Iteration 21Q (129682.290000 sec): 3 clusters
  Score: Raw -1361280.421701 + Penalty 3043.635973 = -1358236.785728
  nChanged 97
		SP:Iteration 22Q (129682.480000 sec): 3 clusters
  Score: Raw -1361323.631152 + Penalty 3043.635973 = -1358279.995180
  nChanged 78
		SP:Iteration 23Q (129682.650000 sec): 3 clusters
  Score: Raw -1361357.791224 + Penalty 3043.635973 = -1358314.155252
  nChanged 64
		SP:Iteration 24Q (129682.840000 sec): 3 clusters
  Score: Raw -1361388.950280 + Penalty 3043.635973 = -1358345.314307
  nChanged 52
		SP:Iteration 25Q (129683.000000 sec): 3 clusters
  Score: Raw -1361417.683004 + Penalty 3043.635973 = -1358374.047031
  nChanged 44
		SP:Iteration 26Q (129683.170000 sec): 3 clusters
  Score: Raw -1361435.490092 + Penalty 3043.635973 = -1358391.854119
  nChanged 42
		SP:Iteration 27Q (129683.340000 sec): 3 clusters
  Score: Raw -1361454.121940 + Penalty 3043.635973 = -1358410.485968
  nChanged 33
		SP:Iteration 28Q (129683.530000 sec): 3 clusters
  Score: Raw -1361469.455343 + Penalty 3043.635973 = -1358425.819370
  nChanged 29
		SP:Iteration 29Q (129683.690000 sec): 3 clusters
  Score: Raw -1361479.451863 + Penalty 3043.635973 = -1358435.815890
  nChanged 16
		SP:Iteration 30Q (129683.860000 sec): 3 clusters
  Score: Raw -1361486.620484 + Penalty 3043.635973 = -1358442.984511
  nChanged 16
		SP:Iteration 31Q (129684.020000 sec): 3 clusters
  Score: Raw -1361493.098354 + Penalty 3043.635973 = -1358449.462381
  nChanged 16
		SP:Iteration 32Q (129684.190000 sec): 3 clusters
  Score: Raw -1361498.494547 + Penalty 3043.635973 = -1358454.858574
  nChanged 17
		SP:Iteration 33Q (129684.350000 sec): 3 clusters
  Score: Raw -1361502.205312 + Penalty 3043.635973 = -1358458.569340
  nChanged 13
		SP:Iteration 34Q (129684.520000 sec): 3 clusters
  Score: Raw -1361505.633906 + Penalty 3043.635973 = -1358461.997934
  nChanged 13
		SP:Iteration 35Q (129684.690000 sec): 3 clusters
  Score: Raw -1361510.217947 + Penalty 3043.635973 = -1358466.581975
  nChanged 13
		SP:Iteration 36Q (129684.880000 sec): 3 clusters
  Score: Raw -1361515.115416 + Penalty 3043.635973 = -1358471.479443
  nChanged 14
		SP:Iteration 37Q (129685.040000 sec): 3 clusters
  Score: Raw -1361519.622792 + Penalty 3043.635973 = -1358475.986819
  nChanged 14
		SP:Iteration 38Q (129685.210000 sec): 3 clusters
  Score: Raw -1361523.268724 + Penalty 3043.635973 = -1358479.632751
  nChanged 12
		SP:Iteration 39Q (129685.370000 sec): 3 clusters
  Score: Raw -1361527.040031 + Penalty 3043.635973 = -1358483.404059
  nChanged 9
		SP:Iteration 40F (129685.570000 sec): 3 clusters
  Score: Raw -1361530.804641 + Penalty 3043.635973 = -1358487.168669
  nChanged 9
		SP:Iteration 41Q (129685.730000 sec): 3 clusters
  Score: Raw -1361534.132517 + Penalty 3043.635973 = -1358490.496544
  nChanged 11
		SP:Iteration 42Q (129685.890000 sec): 3 clusters
  Score: Raw -1361536.878087 + Penalty 3043.635973 = -1358493.242114
  nChanged 7
		SP:Iteration 43Q (129686.060000 sec): 3 clusters
  Score: Raw -1361538.468917 + Penalty 3043.635973 = -1358494.832944
  nChanged 11
		SP:Iteration 44Q (129686.220000 sec): 3 clusters
  Score: Raw -1361541.546610 + Penalty 3043.635973 = -1358497.910638
  nChanged 12
		SP:Iteration 45Q (129686.390000 sec): 3 clusters
  Score: Raw -1361545.313753 + Penalty 3043.635973 = -1358501.677781
  nChanged 9
		SP:Iteration 46Q (129686.560000 sec): 3 clusters
  Score: Raw -1361548.044942 + Penalty 3043.635973 = -1358504.408970
  nChanged 8
		SP:Iteration 47Q (129686.720000 sec): 3 clusters
  Score: Raw -1361551.518366 + Penalty 3043.635973 = -1358507.882393
  nChanged 8
		SP:Iteration 48Q (129686.910000 sec): 3 clusters
  Score: Raw -1361554.009650 + Penalty 3043.635973 = -1358510.373678
  nChanged 6
		SP:Iteration 49Q (129687.070000 sec): 3 clusters
  Score: Raw -1361556.545475 + Penalty 3043.635973 = -1358512.909503
  nChanged 9
		SP:Iteration 50Q (129687.230000 sec): 3 clusters
  Score: Raw -1361560.177180 + Penalty 3043.635973 = -1358516.541207
  nChanged 7
		SP:Iteration 51Q (129687.400000 sec): 3 clusters
  Score: Raw -1361562.611780 + Penalty 3043.635973 = -1358518.975808
  nChanged 9
		SP:Iteration 52Q (129687.580000 sec): 3 clusters
  Score: Raw -1361565.331471 + Penalty 3043.635973 = -1358521.695499
  nChanged 7
		SP:Iteration 53Q (129687.730000 sec): 3 clusters
  Score: Raw -1361567.838900 + Penalty 3043.635973 = -1358524.202927
  nChanged 3
		SP:Iteration 54Q (129687.900000 sec): 3 clusters
  Score: Raw -1361569.300180 + Penalty 3043.635973 = -1358525.664208
  nChanged 2
		SP:Iteration 55Q (129688.060000 sec): 3 clusters
  Score: Raw -1361569.966455 + Penalty 3043.635973 = -1358526.330483
  nChanged 2
		SP:Iteration 56Q (129688.250000 sec): 3 clusters
  Score: Raw -1361570.570829 + Penalty 3043.635973 = -1358526.934856
  nChanged 3
		SP:Iteration 57Q (129688.410000 sec): 3 clusters
  Score: Raw -1361571.328473 + Penalty 3043.635973 = -1358527.692501
  nChanged 1
		SP:Iteration 58Q (129688.570000 sec): 3 clusters
  Score: Raw -1361571.544106 + Penalty 3043.635973 = -1358527.908134
  nChanged 0
		SP:Iteration 59F (129688.750000 sec): 3 clusters
  Score: Raw -1361571.544106 + Penalty 3043.635973 = -1358527.908134
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 22 (27570 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (129689.010000 sec): 2 clusters
  Score: Raw -3268042.465999 + Penalty 1661.478569 = -3266380.987429
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (129689.350000 sec): 3 clusters
  Score: Raw -3251174.615144 + Penalty 3322.957139 = -3247851.658005
  nChanged 12686
		SP:Iteration 1F (129689.690000 sec): 3 clusters
  Score: Raw -3258363.229837 + Penalty 3322.957139 = -3255040.272699
  nChanged 1869
		SP:Iteration 2F (129690.050000 sec): 3 clusters
  Score: Raw -3259654.669521 + Penalty 3322.957139 = -3256331.712382
  nChanged 2396
		SP:Iteration 3F (129690.410000 sec): 3 clusters
  Score: Raw -3261992.208129 + Penalty 3322.957139 = -3258669.250991
  nChanged 2799
		SP:Iteration 4F (129690.760000 sec): 3 clusters
  Score: Raw -3265271.353219 + Penalty 3322.957139 = -3261948.396080
  nChanged 2577
		SP:Iteration 5F (129691.070000 sec): 3 clusters
  Score: Raw -3267708.812396 + Penalty 3322.957139 = -3264385.855257
  nChanged 1683
		SP:Iteration 6F (129691.400000 sec): 3 clusters
  Score: Raw -3268805.672979 + Penalty 3322.957139 = -3265482.715840
  nChanged 925
		SP:Iteration 7Q (129691.760000 sec): 3 clusters
  Score: Raw -3269303.407019 + Penalty 3322.957139 = -3265980.449880
  nChanged 616
		SP:Iteration 8Q (129692.110000 sec): 3 clusters
  Score: Raw -3269645.504449 + Penalty 3322.957139 = -3266322.547310
  nChanged 502
		SP:Iteration 9Q (129692.420000 sec): 3 clusters
  Score: Raw -3269961.620669 + Penalty 3322.957139 = -3266638.663530
  nChanged 436
		SP:Iteration 10Q (129692.750000 sec): 3 clusters
  Score: Raw -3270298.401877 + Penalty 3322.957139 = -3266975.444738
  nChanged 437
		SP:Iteration 11Q (129693.110000 sec): 3 clusters
  Score: Raw -3270806.244144 + Penalty 3322.957139 = -3267483.287005
  nChanged 450
		SP:Iteration 12Q (129693.460000 sec): 3 clusters
  Score: Raw -3271591.153500 + Penalty 3322.957139 = -3268268.196361
  nChanged 378
		SP:Iteration 13Q (129693.750000 sec): 3 clusters
  Score: Raw -3272057.578955 + Penalty 3322.957139 = -3268734.621816
  nChanged 246
		SP:Iteration 14Q (129694.050000 sec): 3 clusters
  Score: Raw -3272237.202478 + Penalty 3322.957139 = -3268914.245339
  nChanged 154
		SP:Iteration 15Q (129694.320000 sec): 3 clusters
  Score: Raw -3272305.295926 + Penalty 3322.957139 = -3268982.338788
  nChanged 94
		SP:Iteration 16Q (129694.640000 sec): 3 clusters
  Score: Raw -3272330.994397 + Penalty 3322.957139 = -3269008.037259
  nChanged 59
		SP:Iteration 17Q (129694.900000 sec): 3 clusters
  Score: Raw -3272341.081343 + Penalty 3322.957139 = -3269018.124205
  nChanged 26
		SP:Iteration 18Q (129695.220000 sec): 3 clusters
  Score: Raw -3272344.417751 + Penalty 3322.957139 = -3269021.460612
  nChanged 17
		SP:Iteration 19Q (129695.480000 sec): 3 clusters
  Score: Raw -3272346.085173 + Penalty 3322.957139 = -3269023.128035
  nChanged 5
		SP:Iteration 20F (129695.790000 sec): 3 clusters
  Score: Raw -3272346.574624 + Penalty 3322.957139 = -3269023.617485
  nChanged 4
		SP:Iteration 21Q (129696.080000 sec): 3 clusters
  Score: Raw -3272346.916194 + Penalty 3322.957139 = -3269023.959055
  nChanged 3
		SP:Iteration 22Q (129696.400000 sec): 3 clusters
  Score: Raw -3272347.233170 + Penalty 3322.957139 = -3269024.276031
  nChanged 2
		SP:Iteration 23Q (129696.690000 sec): 3 clusters
  Score: Raw -3272347.419754 + Penalty 3322.957139 = -3269024.462615
  nChanged 1
		SP:Iteration 24Q (129696.990000 sec): 3 clusters
  Score: Raw -3272347.465362 + Penalty 3322.957139 = -3269024.508223
  nChanged 1
		SP:Iteration 25Q (129697.290000 sec): 3 clusters
  Score: Raw -3272347.550306 + Penalty 3322.957139 = -3269024.593167
  nChanged 0
		SP:Iteration 26F (129697.650000 sec): 3 clusters
  Score: Raw -3272347.550306 + Penalty 3322.957139 = -3269024.593167
  nChanged 0
  Score: Raw -118960198.714072 + Penalty 177778.980608 = -118782419.733465

Splitting cluster 22 changes total score from -118778445.346263 to -118782419.733465

 So it's getting split into cluster 79.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 23 (68080 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (129935.960000 sec): 2 clusters
  Score: Raw -8456254.605695 + Penalty 1808.371299 = -8454446.234396
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (129936.600000 sec): 3 clusters
  Score: Raw -8412707.765993 + Penalty 3616.742598 = -8409091.023395
  nChanged 32272
		SP:Iteration 1F (129937.190000 sec): 3 clusters
  Score: Raw -8431206.170278 + Penalty 3616.742598 = -8427589.427680
  nChanged 2653
		SP:Iteration 2Q (129937.840000 sec): 3 clusters
  Score: Raw -8432154.209722 + Penalty 3616.742598 = -8428537.467124
  nChanged 2975
		SP:Iteration 3Q (129938.450000 sec): 3 clusters
  Score: Raw -8433526.856265 + Penalty 3616.742598 = -8429910.113667
  nChanged 3461
		SP:Iteration 4F (129939.040000 sec): 3 clusters
  Score: Raw -8435538.636521 + Penalty 3616.742598 = -8431921.893922
  nChanged 3900
		SP:Iteration 5F (129939.680000 sec): 3 clusters
  Score: Raw -8438184.817010 + Penalty 3616.742598 = -8434568.074412
  nChanged 4179
		SP:Iteration 6F (129940.300000 sec): 3 clusters
  Score: Raw -8441281.790168 + Penalty 3616.742598 = -8437665.047570
  nChanged 4231
		SP:Iteration 7F (129940.880000 sec): 3 clusters
  Score: Raw -8444759.280794 + Penalty 3616.742598 = -8441142.538196
  nChanged 4086
		SP:Iteration 8F (129941.470000 sec): 3 clusters
  Score: Raw -8448226.569465 + Penalty 3616.742598 = -8444609.826867
  nChanged 3568
		SP:Iteration 9F (129942.120000 sec): 3 clusters
  Score: Raw -8451190.045566 + Penalty 3616.742598 = -8447573.302968
  nChanged 3016
		SP:Iteration 10Q (129942.700000 sec): 3 clusters
  Score: Raw -8453458.363231 + Penalty 3616.742598 = -8449841.620633
  nChanged 2421
		SP:Iteration 11Q (129943.270000 sec): 3 clusters
  Score: Raw -8454992.331833 + Penalty 3616.742598 = -8451375.589235
  nChanged 1926
		SP:Iteration 12Q (129943.810000 sec): 3 clusters
  Score: Raw -8456004.386653 + Penalty 3616.742598 = -8452387.644055
  nChanged 1426
		SP:Iteration 13Q (129944.390000 sec): 3 clusters
  Score: Raw -8456600.294291 + Penalty 3616.742598 = -8452983.551693
  nChanged 1038
		SP:Iteration 14Q (129944.960000 sec): 3 clusters
  Score: Raw -8456946.625694 + Penalty 3616.742598 = -8453329.883096
  nChanged 747
		SP:Iteration 15Q (129945.520000 sec): 3 clusters
  Score: Raw -8457154.968883 + Penalty 3616.742598 = -8453538.226285
  nChanged 566
		SP:Iteration 16Q (129946.110000 sec): 3 clusters
  Score: Raw -8457294.712577 + Penalty 3616.742598 = -8453677.969979
  nChanged 435
		SP:Iteration 17Q (129946.720000 sec): 3 clusters
  Score: Raw -8457385.278170 + Penalty 3616.742598 = -8453768.535572
  nChanged 317
		SP:Iteration 18Q (129947.320000 sec): 3 clusters
  Score: Raw -8457440.422063 + Penalty 3616.742598 = -8453823.679465
  nChanged 249
		SP:Iteration 19Q (129947.910000 sec): 3 clusters
  Score: Raw -8457477.647701 + Penalty 3616.742598 = -8453860.905103
  nChanged 228
		SP:Iteration 20F (129948.570000 sec): 3 clusters
  Score: Raw -8457514.398389 + Penalty 3616.742598 = -8453897.655791
  nChanged 214
		SP:Iteration 21Q (129949.190000 sec): 3 clusters
  Score: Raw -8457544.115328 + Penalty 3616.742598 = -8453927.372730
  nChanged 168
		SP:Iteration 22Q (129949.780000 sec): 3 clusters
  Score: Raw -8457563.979372 + Penalty 3616.742598 = -8453947.236774
  nChanged 133
		SP:Iteration 23Q (129950.380000 sec): 3 clusters
  Score: Raw -8457579.080954 + Penalty 3616.742598 = -8453962.338356
  nChanged 87
		SP:Iteration 24Q (129951.020000 sec): 3 clusters
  Score: Raw -8457588.691571 + Penalty 3616.742598 = -8453971.948973
  nChanged 87
		SP:Iteration 25Q (129951.640000 sec): 3 clusters
  Score: Raw -8457597.278989 + Penalty 3616.742598 = -8453980.536391
  nChanged 68
		SP:Iteration 26Q (129952.240000 sec): 3 clusters
  Score: Raw -8457603.477899 + Penalty 3616.742598 = -8453986.735301
  nChanged 54
		SP:Iteration 27Q (129952.880000 sec): 3 clusters
  Score: Raw -8457608.837731 + Penalty 3616.742598 = -8453992.095133
  nChanged 44
		SP:Iteration 28Q (129953.500000 sec): 3 clusters
  Score: Raw -8457613.256102 + Penalty 3616.742598 = -8453996.513504
  nChanged 49
		SP:Iteration 29Q (129954.100000 sec): 3 clusters
  Score: Raw -8457618.130489 + Penalty 3616.742598 = -8454001.387891
  nChanged 45
		SP:Iteration 30Q (129954.690000 sec): 3 clusters
  Score: Raw -8457622.112775 + Penalty 3616.742598 = -8454005.370177
  nChanged 42
		SP:Iteration 31Q (129955.320000 sec): 3 clusters
  Score: Raw -8457625.414126 + Penalty 3616.742598 = -8454008.671528
  nChanged 27
		SP:Iteration 32Q (129955.940000 sec): 3 clusters
  Score: Raw -8457627.310547 + Penalty 3616.742598 = -8454010.567949
  nChanged 20
		SP:Iteration 33Q (129956.540000 sec): 3 clusters
  Score: Raw -8457628.688668 + Penalty 3616.742598 = -8454011.946070
  nChanged 27
		SP:Iteration 34Q (129957.130000 sec): 3 clusters
  Score: Raw -8457630.959088 + Penalty 3616.742598 = -8454014.216490
  nChanged 24
		SP:Iteration 35Q (129957.720000 sec): 3 clusters
  Score: Raw -8457632.931384 + Penalty 3616.742598 = -8454016.188786
  nChanged 22
		SP:Iteration 36Q (129958.370000 sec): 3 clusters
  Score: Raw -8457634.541049 + Penalty 3616.742598 = -8454017.798451
  nChanged 15
		SP:Iteration 37Q (129958.990000 sec): 3 clusters
  Score: Raw -8457635.394136 + Penalty 3616.742598 = -8454018.651538
  nChanged 13
		SP:Iteration 38Q (129959.580000 sec): 3 clusters
  Score: Raw -8457636.398960 + Penalty 3616.742598 = -8454019.656362
  nChanged 13
		SP:Iteration 39Q (129960.170000 sec): 3 clusters
  Score: Raw -8457637.462409 + Penalty 3616.742598 = -8454020.719811
  nChanged 15
		SP:Iteration 40F (129960.860000 sec): 3 clusters
  Score: Raw -8457638.626539 + Penalty 3616.742598 = -8454021.883941
  nChanged 13
		SP:Iteration 41Q (129961.460000 sec): 3 clusters
  Score: Raw -8457639.522611 + Penalty 3616.742598 = -8454022.780013
  nChanged 11
		SP:Iteration 42Q (129962.100000 sec): 3 clusters
  Score: Raw -8457640.292729 + Penalty 3616.742598 = -8454023.550131
  nChanged 11
		SP:Iteration 43Q (129962.720000 sec): 3 clusters
  Score: Raw -8457640.948166 + Penalty 3616.742598 = -8454024.205568
  nChanged 10
		SP:Iteration 44Q (129963.310000 sec): 3 clusters
  Score: Raw -8457641.548292 + Penalty 3616.742598 = -8454024.805694
  nChanged 11
		SP:Iteration 45Q (129963.900000 sec): 3 clusters
  Score: Raw -8457642.202783 + Penalty 3616.742598 = -8454025.460185
  nChanged 9
		SP:Iteration 46Q (129964.550000 sec): 3 clusters
  Score: Raw -8457642.743894 + Penalty 3616.742598 = -8454026.001296
  nChanged 8
		SP:Iteration 47Q (129965.170000 sec): 3 clusters
  Score: Raw -8457643.204155 + Penalty 3616.742598 = -8454026.461557
  nChanged 6
		SP:Iteration 48Q (129965.760000 sec): 3 clusters
  Score: Raw -8457643.551839 + Penalty 3616.742598 = -8454026.809240
  nChanged 8
		SP:Iteration 49Q (129966.360000 sec): 3 clusters
  Score: Raw -8457644.017063 + Penalty 3616.742598 = -8454027.274465
  nChanged 5
		SP:Iteration 50Q (129967.010000 sec): 3 clusters
  Score: Raw -8457644.317466 + Penalty 3616.742598 = -8454027.574868
  nChanged 7
		SP:Iteration 51Q (129967.600000 sec): 3 clusters
  Score: Raw -8457644.712393 + Penalty 3616.742598 = -8454027.969795
  nChanged 6
		SP:Iteration 52Q (129968.190000 sec): 3 clusters
  Score: Raw -8457645.073126 + Penalty 3616.742598 = -8454028.330528
  nChanged 11
		SP:Iteration 53Q (129968.780000 sec): 3 clusters
  Score: Raw -8457645.757761 + Penalty 3616.742598 = -8454029.015163
  nChanged 3
		SP:Iteration 54Q (129969.420000 sec): 3 clusters
  Score: Raw -8457646.016367 + Penalty 3616.742598 = -8454029.273769
  nChanged 3
		SP:Iteration 55Q (129970.020000 sec): 3 clusters
  Score: Raw -8457646.220734 + Penalty 3616.742598 = -8454029.478136
  nChanged 2
		SP:Iteration 56Q (129970.640000 sec): 3 clusters
  Score: Raw -8457646.297222 + Penalty 3616.742598 = -8454029.554624
  nChanged 1
		SP:Iteration 57Q (129971.240000 sec): 3 clusters
  Score: Raw -8457646.350852 + Penalty 3616.742598 = -8454029.608254
  nChanged 0
		SP:Iteration 58F (129971.930000 sec): 3 clusters
  Score: Raw -8457646.350852 + Penalty 3616.742598 = -8454029.608254
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 24 (5078 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (129971.980000 sec): 2 clusters
  Score: Raw -574645.346621 + Penalty 1386.559324 = -573258.787297
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (129972.080000 sec): 3 clusters
  Score: Raw -572116.570899 + Penalty 2773.118648 = -569343.452251
  nChanged 2107
		SP:Iteration 1F (129972.170000 sec): 3 clusters
  Score: Raw -573919.706470 + Penalty 2773.118648 = -571146.587823
  nChanged 621
		SP:Iteration 2F (129972.260000 sec): 3 clusters
  Score: Raw -574775.620124 + Penalty 2773.118648 = -572002.501476
  nChanged 488
		SP:Iteration 3F (129972.350000 sec): 3 clusters
  Score: Raw -575451.790371 + Penalty 2773.118648 = -572678.671723
  nChanged 427
		SP:Iteration 4F (129972.440000 sec): 3 clusters
  Score: Raw -575906.852119 + Penalty 2773.118648 = -573133.733471
  nChanged 248
		SP:Iteration 5Q (129972.530000 sec): 3 clusters
  Score: Raw -576076.682722 + Penalty 2773.118648 = -573303.564074
  nChanged 148
		SP:Iteration 6Q (129972.620000 sec): 3 clusters
  Score: Raw -576157.003941 + Penalty 2773.118648 = -573383.885293
  nChanged 90
		SP:Iteration 7Q (129972.710000 sec): 3 clusters
  Score: Raw -576196.013885 + Penalty 2773.118648 = -573422.895238
  nChanged 54
		SP:Iteration 8Q (129972.800000 sec): 3 clusters
  Score: Raw -576218.166546 + Penalty 2773.118648 = -573445.047899
  nChanged 46
		SP:Iteration 9Q (129972.880000 sec): 3 clusters
  Score: Raw -576234.012642 + Penalty 2773.118648 = -573460.893994
  nChanged 27
		SP:Iteration 10Q (129972.970000 sec): 3 clusters
  Score: Raw -576240.644980 + Penalty 2773.118648 = -573467.526332
  nChanged 15
		SP:Iteration 11Q (129973.060000 sec): 3 clusters
  Score: Raw -576247.293390 + Penalty 2773.118648 = -573474.174743
  nChanged 16
		SP:Iteration 12Q (129973.140000 sec): 3 clusters
  Score: Raw -576251.733723 + Penalty 2773.118648 = -573478.615075
  nChanged 12
		SP:Iteration 13Q (129973.230000 sec): 3 clusters
  Score: Raw -576255.116315 + Penalty 2773.118648 = -573481.997667
  nChanged 12
		SP:Iteration 14Q (129973.320000 sec): 3 clusters
  Score: Raw -576258.847346 + Penalty 2773.118648 = -573485.728698
  nChanged 13
		SP:Iteration 15Q (129973.410000 sec): 3 clusters
  Score: Raw -576262.630478 + Penalty 2773.118648 = -573489.511831
  nChanged 17
		SP:Iteration 16Q (129973.500000 sec): 3 clusters
  Score: Raw -576269.669951 + Penalty 2773.118648 = -573496.551303
  nChanged 22
		SP:Iteration 17Q (129973.580000 sec): 3 clusters
  Score: Raw -576280.709257 + Penalty 2773.118648 = -573507.590609
  nChanged 30
		SP:Iteration 18Q (129973.670000 sec): 3 clusters
  Score: Raw -576291.307870 + Penalty 2773.118648 = -573518.189222
  nChanged 30
		SP:Iteration 19Q (129973.760000 sec): 3 clusters
  Score: Raw -576302.866233 + Penalty 2773.118648 = -573529.747585
  nChanged 29
		SP:Iteration 20F (129973.850000 sec): 3 clusters
  Score: Raw -576318.652852 + Penalty 2773.118648 = -573545.534205
  nChanged 36
		SP:Iteration 21Q (129973.940000 sec): 3 clusters
  Score: Raw -576338.241166 + Penalty 2773.118648 = -573565.122518
  nChanged 47
		SP:Iteration 22Q (129974.020000 sec): 3 clusters
  Score: Raw -576377.404862 + Penalty 2773.118648 = -573604.286214
  nChanged 65
		SP:Iteration 23Q (129974.110000 sec): 3 clusters
  Score: Raw -576438.771747 + Penalty 2773.118648 = -573665.653099
  nChanged 77
		SP:Iteration 24Q (129974.200000 sec): 3 clusters
  Score: Raw -576501.829944 + Penalty 2773.118648 = -573728.711296
  nChanged 75
		SP:Iteration 25Q (129974.290000 sec): 3 clusters
  Score: Raw -576561.216229 + Penalty 2773.118648 = -573788.097582
  nChanged 77
		SP:Iteration 26Q (129974.380000 sec): 3 clusters
  Score: Raw -576608.094523 + Penalty 2773.118648 = -573834.975875
  nChanged 52
		SP:Iteration 27Q (129974.460000 sec): 3 clusters
  Score: Raw -576628.287580 + Penalty 2773.118648 = -573855.168932
  nChanged 36
		SP:Iteration 28Q (129974.550000 sec): 3 clusters
  Score: Raw -576641.466779 + Penalty 2773.118648 = -573868.348131
  nChanged 27
		SP:Iteration 29Q (129974.640000 sec): 3 clusters
  Score: Raw -576649.892791 + Penalty 2773.118648 = -573876.774144
  nChanged 22
		SP:Iteration 30Q (129974.720000 sec): 3 clusters
  Score: Raw -576656.532024 + Penalty 2773.118648 = -573883.413377
  nChanged 18
		SP:Iteration 31Q (129974.810000 sec): 3 clusters
  Score: Raw -576662.589572 + Penalty 2773.118648 = -573889.470924
  nChanged 13
		SP:Iteration 32Q (129974.900000 sec): 3 clusters
  Score: Raw -576666.245109 + Penalty 2773.118648 = -573893.126461
  nChanged 12
		SP:Iteration 33Q (129974.980000 sec): 3 clusters
  Score: Raw -576669.298957 + Penalty 2773.118648 = -573896.180309
  nChanged 8
		SP:Iteration 34Q (129975.070000 sec): 3 clusters
  Score: Raw -576672.432445 + Penalty 2773.118648 = -573899.313798
  nChanged 10
		SP:Iteration 35Q (129975.160000 sec): 3 clusters
  Score: Raw -576674.731343 + Penalty 2773.118648 = -573901.612695
  nChanged 11
		SP:Iteration 36Q (129975.240000 sec): 3 clusters
  Score: Raw -576678.882105 + Penalty 2773.118648 = -573905.763457
  nChanged 11
		SP:Iteration 37Q (129975.330000 sec): 3 clusters
  Score: Raw -576680.323601 + Penalty 2773.118648 = -573907.204954
  nChanged 1
		SP:Iteration 38Q (129975.420000 sec): 3 clusters
  Score: Raw -576680.419509 + Penalty 2773.118648 = -573907.300862
  nChanged 2
		SP:Iteration 39Q (129975.500000 sec): 3 clusters
  Score: Raw -576680.590171 + Penalty 2773.118648 = -573907.471524
  nChanged 1
		SP:Iteration 40F (129975.590000 sec): 3 clusters
  Score: Raw -576680.667387 + Penalty 2773.118648 = -573907.548739
  nChanged 0
  Score: Raw -118962234.034838 + Penalty 180029.347451 = -118782204.687387

Splitting cluster 24 changes total score from -118778445.346263 to -118782204.687387

 So it's getting split into cluster 80.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 25 (3596 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (130265.130000 sec): 2 clusters
  Score: Raw -367914.236763 + Penalty 1330.481327 = -366583.755436
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (130265.200000 sec): 3 clusters
  Score: Raw -366262.043609 + Penalty 2660.962654 = -363601.080956
  nChanged 1419
		SP:Iteration 1F (130265.270000 sec): 3 clusters
  Score: Raw -367770.490211 + Penalty 2660.962654 = -365109.527558
  nChanged 439
		SP:Iteration 2F (130265.330000 sec): 3 clusters
  Score: Raw -368509.186339 + Penalty 2660.962654 = -365848.223685
  nChanged 353
		SP:Iteration 3F (130265.400000 sec): 3 clusters
  Score: Raw -368952.686153 + Penalty 2660.962654 = -366291.723500
  nChanged 224
		SP:Iteration 4F (130265.460000 sec): 3 clusters
  Score: Raw -369155.979735 + Penalty 2660.962654 = -366495.017081
  nChanged 139
		SP:Iteration 5Q (130265.530000 sec): 3 clusters
  Score: Raw -369255.731088 + Penalty 2660.962654 = -366594.768435
  nChanged 101
		SP:Iteration 6Q (130265.590000 sec): 3 clusters
  Score: Raw -369316.987467 + Penalty 2660.962654 = -366656.024814
  nChanged 70
		SP:Iteration 7Q (130265.660000 sec): 3 clusters
  Score: Raw -369359.477275 + Penalty 2660.962654 = -366698.514622
  nChanged 69
		SP:Iteration 8Q (130265.720000 sec): 3 clusters
  Score: Raw -369393.272209 + Penalty 2660.962654 = -366732.309556
  nChanged 46
		SP:Iteration 9Q (130265.780000 sec): 3 clusters
  Score: Raw -369412.851806 + Penalty 2660.962654 = -366751.889152
  nChanged 32
		SP:Iteration 10Q (130265.840000 sec): 3 clusters
  Score: Raw -369425.861504 + Penalty 2660.962654 = -366764.898850
  nChanged 24
		SP:Iteration 11Q (130265.910000 sec): 3 clusters
  Score: Raw -369435.816474 + Penalty 2660.962654 = -366774.853821
  nChanged 19
		SP:Iteration 12Q (130265.970000 sec): 3 clusters
  Score: Raw -369440.414486 + Penalty 2660.962654 = -366779.451832
  nChanged 11
		SP:Iteration 13Q (130266.040000 sec): 3 clusters
  Score: Raw -369442.330334 + Penalty 2660.962654 = -366781.367681
  nChanged 5
		SP:Iteration 14Q (130266.100000 sec): 3 clusters
  Score: Raw -369444.242498 + Penalty 2660.962654 = -366783.279844
  nChanged 6
		SP:Iteration 15Q (130266.160000 sec): 3 clusters
  Score: Raw -369445.816823 + Penalty 2660.962654 = -366784.854169
  nChanged 5
		SP:Iteration 16Q (130266.230000 sec): 3 clusters
  Score: Raw -369446.514886 + Penalty 2660.962654 = -366785.552233
  nChanged 4
		SP:Iteration 17Q (130266.290000 sec): 3 clusters
  Score: Raw -369447.641464 + Penalty 2660.962654 = -366786.678810
  nChanged 3
		SP:Iteration 18Q (130266.350000 sec): 3 clusters
  Score: Raw -369448.265980 + Penalty 2660.962654 = -366787.303327
  nChanged 4
		SP:Iteration 19Q (130266.420000 sec): 3 clusters
  Score: Raw -369449.368938 + Penalty 2660.962654 = -366788.406284
  nChanged 5
		SP:Iteration 20F (130266.480000 sec): 3 clusters
  Score: Raw -369450.679798 + Penalty 2660.962654 = -366789.717145
  nChanged 1
		SP:Iteration 21Q (130266.550000 sec): 3 clusters
  Score: Raw -369450.757740 + Penalty 2660.962654 = -366789.795086
  nChanged 0
		SP:Iteration 22F (130266.610000 sec): 3 clusters
  Score: Raw -369450.757740 + Penalty 2660.962654 = -366789.795086
  nChanged 0
  Score: Raw -118963770.555815 + Penalty 182279.714294 = -118781490.841521

Splitting cluster 25 changes total score from -118778445.346263 to -118781490.841521

 So it's getting split into cluster 81.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 26 (4954 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (130513.650000 sec): 2 clusters
  Score: Raw -545639.322483 + Penalty 1382.541974 = -544256.780509
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (130513.890000 sec): 3 clusters
  Score: Raw -543057.437753 + Penalty 2765.083948 = -540292.353805
  nChanged 1984
		SP:Iteration 1F (130513.980000 sec): 3 clusters
  Score: Raw -544365.967977 + Penalty 2765.083948 = -541600.884028
  nChanged 455
		SP:Iteration 2F (130514.070000 sec): 3 clusters
  Score: Raw -544746.801745 + Penalty 2765.083948 = -541981.717797
  nChanged 368
		SP:Iteration 3F (130514.160000 sec): 3 clusters
  Score: Raw -545058.031757 + Penalty 2765.083948 = -542292.947809
  nChanged 314
		SP:Iteration 4F (130514.250000 sec): 3 clusters
  Score: Raw -545371.130448 + Penalty 2765.083948 = -542606.046500
  nChanged 306
		SP:Iteration 5F (130514.340000 sec): 3 clusters
  Score: Raw -545713.731514 + Penalty 2765.083948 = -542948.647566
  nChanged 305
		SP:Iteration 6F (130514.430000 sec): 3 clusters
  Score: Raw -546052.462039 + Penalty 2765.083948 = -543287.378091
  nChanged 289
		SP:Iteration 7F (130514.510000 sec): 3 clusters
  Score: Raw -546382.305880 + Penalty 2765.083948 = -543617.221932
  nChanged 259
		SP:Iteration 8F (130514.600000 sec): 3 clusters
  Score: Raw -546658.888475 + Penalty 2765.083948 = -543893.804527
  nChanged 221
		SP:Iteration 9Q (130514.690000 sec): 3 clusters
  Score: Raw -546869.189534 + Penalty 2765.083948 = -544104.105585
  nChanged 218
		SP:Iteration 10Q (130514.770000 sec): 3 clusters
  Score: Raw -547129.392130 + Penalty 2765.083948 = -544364.308182
  nChanged 186
		SP:Iteration 11Q (130514.860000 sec): 3 clusters
  Score: Raw -547350.208430 + Penalty 2765.083948 = -544585.124482
  nChanged 154
		SP:Iteration 12Q (130514.940000 sec): 3 clusters
  Score: Raw -547506.671881 + Penalty 2765.083948 = -544741.587932
  nChanged 93
		SP:Iteration 13Q (130515.030000 sec): 3 clusters
  Score: Raw -547569.493964 + Penalty 2765.083948 = -544804.410015
  nChanged 47
		SP:Iteration 14Q (130515.110000 sec): 3 clusters
  Score: Raw -547600.919417 + Penalty 2765.083948 = -544835.835469
  nChanged 23
		SP:Iteration 15Q (130515.190000 sec): 3 clusters
  Score: Raw -547615.854560 + Penalty 2765.083948 = -544850.770611
  nChanged 21
		SP:Iteration 16Q (130515.280000 sec): 3 clusters
  Score: Raw -547630.120313 + Penalty 2765.083948 = -544865.036364
  nChanged 21
		SP:Iteration 17Q (130515.370000 sec): 3 clusters
  Score: Raw -547638.952344 + Penalty 2765.083948 = -544873.868396
  nChanged 12
		SP:Iteration 18Q (130515.450000 sec): 3 clusters
  Score: Raw -547645.360164 + Penalty 2765.083948 = -544880.276216
  nChanged 14
		SP:Iteration 19Q (130515.530000 sec): 3 clusters
  Score: Raw -547649.787730 + Penalty 2765.083948 = -544884.703781
  nChanged 7
		SP:Iteration 20F (130515.620000 sec): 3 clusters
  Score: Raw -547651.814222 + Penalty 2765.083948 = -544886.730274
  nChanged 7
		SP:Iteration 21Q (130515.710000 sec): 3 clusters
  Score: Raw -547653.260256 + Penalty 2765.083948 = -544888.176308
  nChanged 6
		SP:Iteration 22Q (130515.790000 sec): 3 clusters
  Score: Raw -547655.266274 + Penalty 2765.083948 = -544890.182326
  nChanged 3
		SP:Iteration 23Q (130515.870000 sec): 3 clusters
  Score: Raw -547656.018798 + Penalty 2765.083948 = -544890.934850
  nChanged 3
		SP:Iteration 24Q (130515.960000 sec): 3 clusters
  Score: Raw -547656.775255 + Penalty 2765.083948 = -544891.691307
  nChanged 2
		SP:Iteration 25Q (130516.040000 sec): 3 clusters
  Score: Raw -547657.555105 + Penalty 2765.083948 = -544892.471156
  nChanged 2
		SP:Iteration 26Q (130516.130000 sec): 3 clusters
  Score: Raw -547658.036078 + Penalty 2765.083948 = -544892.952129
  nChanged 3
		SP:Iteration 27Q (130516.210000 sec): 3 clusters
  Score: Raw -547658.788286 + Penalty 2765.083948 = -544893.704337
  nChanged 3
		SP:Iteration 28Q (130516.290000 sec): 3 clusters
  Score: Raw -547659.466477 + Penalty 2765.083948 = -544894.382529
  nChanged 0
		SP:Iteration 29F (130516.380000 sec): 3 clusters
  Score: Raw -547659.466477 + Penalty 2765.083948 = -544894.382529
  nChanged 0
  Score: Raw -118965790.699808 + Penalty 184530.081137 = -118781260.618671

Splitting cluster 26 changes total score from -118778445.346263 to -118781260.618671

 So it's getting split into cluster 82.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 27 (432 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (130767.730000 sec): 2 clusters
  Score: Raw -43387.605746 + Penalty 986.119158 = -42401.486587
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (130767.740000 sec): 3 clusters
  Score: Raw -43407.732975 + Penalty 1972.238316 = -41435.494658
  nChanged 100
		SP:Iteration 1F (130767.750000 sec): 3 clusters
  Score: Raw -43634.926222 + Penalty 1972.238316 = -41662.687906
  nChanged 41
		SP:Iteration 2F (130767.760000 sec): 3 clusters
  Score: Raw -43739.655334 + Penalty 1972.238316 = -41767.417018
  nChanged 24
		SP:Iteration 3F (130767.780000 sec): 3 clusters
  Score: Raw -43829.377764 + Penalty 1972.238316 = -41857.139448
  nChanged 19
		SP:Iteration 4Q (130767.790000 sec): 3 clusters
  Score: Raw -43889.620480 + Penalty 1972.238316 = -41917.382164
  nChanged 12
		SP:Iteration 5Q (130767.800000 sec): 3 clusters
  Score: Raw -43915.996149 + Penalty 1972.238316 = -41943.757833
  nChanged 10
		SP:Iteration 6Q (130767.810000 sec): 3 clusters
  Score: Raw -43942.498146 + Penalty 1972.238316 = -41970.259829
  nChanged 7
		SP:Iteration 7Q (130767.820000 sec): 3 clusters
  Score: Raw -43962.286117 + Penalty 1972.238316 = -41990.047800
  nChanged 3
		SP:Iteration 8Q (130767.840000 sec): 3 clusters
  Score: Raw -43969.871557 + Penalty 1972.238316 = -41997.633241
  nChanged 4
		SP:Iteration 9Q (130767.850000 sec): 3 clusters
  Score: Raw -43980.600841 + Penalty 1972.238316 = -42008.362525
  nChanged 2
		SP:Iteration 10Q (130767.860000 sec): 3 clusters
  Score: Raw -43985.801994 + Penalty 1972.238316 = -42013.563678
  nChanged 0
		SP:Iteration 11F (130767.870000 sec): 3 clusters
  Score: Raw -43985.801994 + Penalty 1972.238316 = -42013.563678
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 28 (8585 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (130767.990000 sec): 2 clusters
  Score: Raw -1005724.608423 + Penalty 1471.887913 = -1004252.720510
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (130768.130000 sec): 3 clusters
  Score: Raw -1000941.070295 + Penalty 2943.775826 = -997997.294469
  nChanged 3661
		SP:Iteration 1F (130768.250000 sec): 3 clusters
  Score: Raw -1003010.179305 + Penalty 2943.775826 = -1000066.403478
  nChanged 550
		SP:Iteration 2F (130768.370000 sec): 3 clusters
  Score: Raw -1003298.581547 + Penalty 2943.775826 = -1000354.805721
  nChanged 445
		SP:Iteration 3F (130768.500000 sec): 3 clusters
  Score: Raw -1003525.567986 + Penalty 2943.775826 = -1000581.792159
  nChanged 410
		SP:Iteration 4Q (130768.630000 sec): 3 clusters
  Score: Raw -1003766.067754 + Penalty 2943.775826 = -1000822.291928
  nChanged 384
		SP:Iteration 5Q (130768.770000 sec): 3 clusters
  Score: Raw -1004001.022020 + Penalty 2943.775826 = -1001057.246194
  nChanged 399
		SP:Iteration 6Q (130768.900000 sec): 3 clusters
  Score: Raw -1004256.182902 + Penalty 2943.775826 = -1001312.407075
  nChanged 395
		SP:Iteration 7Q (130769.030000 sec): 3 clusters
  Score: Raw -1004501.175554 + Penalty 2943.775826 = -1001557.399728
  nChanged 355
		SP:Iteration 8Q (130769.160000 sec): 3 clusters
  Score: Raw -1004732.114206 + Penalty 2943.775826 = -1001788.338380
  nChanged 344
		SP:Iteration 9Q (130769.290000 sec): 3 clusters
  Score: Raw -1004953.304037 + Penalty 2943.775826 = -1002009.528210
  nChanged 304
		SP:Iteration 10Q (130769.420000 sec): 3 clusters
  Score: Raw -1005143.193800 + Penalty 2943.775826 = -1002199.417974
  nChanged 265
		SP:Iteration 11Q (130769.550000 sec): 3 clusters
  Score: Raw -1005319.473133 + Penalty 2943.775826 = -1002375.697307
  nChanged 221
		SP:Iteration 12Q (130769.670000 sec): 3 clusters
  Score: Raw -1005472.040043 + Penalty 2943.775826 = -1002528.264216
  nChanged 227
		SP:Iteration 13Q (130769.790000 sec): 3 clusters
  Score: Raw -1005651.396973 + Penalty 2943.775826 = -1002707.621147
  nChanged 216
		SP:Iteration 14Q (130769.900000 sec): 3 clusters
  Score: Raw -1005835.791530 + Penalty 2943.775826 = -1002892.015704
  nChanged 191
		SP:Iteration 15Q (130770.020000 sec): 3 clusters
  Score: Raw -1006026.270245 + Penalty 2943.775826 = -1003082.494419
  nChanged 170
		SP:Iteration 16Q (130770.150000 sec): 3 clusters
  Score: Raw -1006223.715109 + Penalty 2943.775826 = -1003279.939282
  nChanged 145
		SP:Iteration 17Q (130770.270000 sec): 3 clusters
  Score: Raw -1006378.256501 + Penalty 2943.775826 = -1003434.480675
  nChanged 92
		SP:Iteration 18Q (130770.400000 sec): 3 clusters
  Score: Raw -1006482.708858 + Penalty 2943.775826 = -1003538.933031
  nChanged 77
		SP:Iteration 19Q (130770.530000 sec): 3 clusters
  Score: Raw -1006535.703996 + Penalty 2943.775826 = -1003591.928170
  nChanged 41
		SP:Iteration 20F (130770.660000 sec): 3 clusters
  Score: Raw -1006554.327503 + Penalty 2943.775826 = -1003610.551677
  nChanged 22
		SP:Iteration 21Q (130770.790000 sec): 3 clusters
  Score: Raw -1006562.900661 + Penalty 2943.775826 = -1003619.124835
  nChanged 11
		SP:Iteration 22Q (130770.910000 sec): 3 clusters
  Score: Raw -1006567.603475 + Penalty 2943.775826 = -1003623.827649
  nChanged 12
		SP:Iteration 23Q (130771.030000 sec): 3 clusters
  Score: Raw -1006571.152258 + Penalty 2943.775826 = -1003627.376432
  nChanged 4
		SP:Iteration 24Q (130771.160000 sec): 3 clusters
  Score: Raw -1006572.064683 + Penalty 2943.775826 = -1003628.288857
  nChanged 4
		SP:Iteration 25Q (130771.280000 sec): 3 clusters
  Score: Raw -1006573.045482 + Penalty 2943.775826 = -1003629.269656
  nChanged 4
		SP:Iteration 26Q (130771.410000 sec): 3 clusters
  Score: Raw -1006574.782143 + Penalty 2943.775826 = -1003631.006316
  nChanged 3
		SP:Iteration 27Q (130771.530000 sec): 3 clusters
  Score: Raw -1006575.212513 + Penalty 2943.775826 = -1003631.436687
  nChanged 0
		SP:Iteration 28F (130771.660000 sec): 3 clusters
  Score: Raw -1006575.212513 + Penalty 2943.775826 = -1003631.436687
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 29 (22372 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (130771.890000 sec): 2 clusters
  Score: Raw -2573535.994157 + Penalty 1627.529387 = -2571908.464771
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (130772.210000 sec): 3 clusters
  Score: Raw -2560070.518285 + Penalty 3255.058773 = -2556815.459512
  nChanged 10241
		SP:Iteration 1F (130772.510000 sec): 3 clusters
  Score: Raw -2566446.019492 + Penalty 3255.058773 = -2563190.960718
  nChanged 1695
		SP:Iteration 2F (130772.770000 sec): 3 clusters
  Score: Raw -2567770.435251 + Penalty 3255.058773 = -2564515.376478
  nChanged 1672
		SP:Iteration 3F (130773.050000 sec): 3 clusters
  Score: Raw -2569041.992188 + Penalty 3255.058773 = -2565786.933415
  nChanged 1590
		SP:Iteration 4F (130773.310000 sec): 3 clusters
  Score: Raw -2570088.750939 + Penalty 3255.058773 = -2566833.692166
  nChanged 1396
		SP:Iteration 5F (130773.580000 sec): 3 clusters
  Score: Raw -2570902.238502 + Penalty 3255.058773 = -2567647.179729
  nChanged 1112
		SP:Iteration 6Q (130773.850000 sec): 3 clusters
  Score: Raw -2571462.304742 + Penalty 3255.058773 = -2568207.245969
  nChanged 889
		SP:Iteration 7Q (130774.140000 sec): 3 clusters
  Score: Raw -2571846.821676 + Penalty 3255.058773 = -2568591.762903
  nChanged 704
		SP:Iteration 8Q (130774.410000 sec): 3 clusters
  Score: Raw -2572106.511482 + Penalty 3255.058773 = -2568851.452709
  nChanged 524
		SP:Iteration 9Q (130774.670000 sec): 3 clusters
  Score: Raw -2572266.123965 + Penalty 3255.058773 = -2569011.065192
  nChanged 436
		SP:Iteration 10Q (130774.960000 sec): 3 clusters
  Score: Raw -2572385.970321 + Penalty 3255.058773 = -2569130.911548
  nChanged 349
		SP:Iteration 11Q (130775.220000 sec): 3 clusters
  Score: Raw -2572475.602126 + Penalty 3255.058773 = -2569220.543353
  nChanged 291
		SP:Iteration 12Q (130775.490000 sec): 3 clusters
  Score: Raw -2572546.278316 + Penalty 3255.058773 = -2569291.219543
  nChanged 270
		SP:Iteration 13Q (130775.780000 sec): 3 clusters
  Score: Raw -2572610.183072 + Penalty 3255.058773 = -2569355.124299
  nChanged 258
		SP:Iteration 14Q (130776.040000 sec): 3 clusters
  Score: Raw -2572673.968471 + Penalty 3255.058773 = -2569418.909698
  nChanged 253
		SP:Iteration 15Q (130776.330000 sec): 3 clusters
  Score: Raw -2572738.392555 + Penalty 3255.058773 = -2569483.333782
  nChanged 246
		SP:Iteration 16Q (130776.580000 sec): 3 clusters
  Score: Raw -2572801.725312 + Penalty 3255.058773 = -2569546.666539
  nChanged 259
		SP:Iteration 17Q (130776.870000 sec): 3 clusters
  Score: Raw -2572867.185549 + Penalty 3255.058773 = -2569612.126776
  nChanged 269
		SP:Iteration 18Q (130777.130000 sec): 3 clusters
  Score: Raw -2572938.222653 + Penalty 3255.058773 = -2569683.163880
  nChanged 236
		SP:Iteration 19Q (130777.420000 sec): 3 clusters
  Score: Raw -2572995.335630 + Penalty 3255.058773 = -2569740.276857
  nChanged 231
		SP:Iteration 20F (130777.690000 sec): 3 clusters
  Score: Raw -2573053.305259 + Penalty 3255.058773 = -2569798.246486
  nChanged 219
		SP:Iteration 21Q (130777.950000 sec): 3 clusters
  Score: Raw -2573109.128088 + Penalty 3255.058773 = -2569854.069314
  nChanged 232
		SP:Iteration 22Q (130778.230000 sec): 3 clusters
  Score: Raw -2573171.133022 + Penalty 3255.058773 = -2569916.074249
  nChanged 244
		SP:Iteration 23Q (130778.490000 sec): 3 clusters
  Score: Raw -2573241.494223 + Penalty 3255.058773 = -2569986.435450
  nChanged 262
		SP:Iteration 24Q (130778.780000 sec): 3 clusters
  Score: Raw -2573310.976443 + Penalty 3255.058773 = -2570055.917670
  nChanged 226
		SP:Iteration 25Q (130779.030000 sec): 3 clusters
  Score: Raw -2573368.338083 + Penalty 3255.058773 = -2570113.279310
  nChanged 206
		SP:Iteration 26Q (130779.320000 sec): 3 clusters
  Score: Raw -2573423.301401 + Penalty 3255.058773 = -2570168.242628
  nChanged 214
		SP:Iteration 27Q (130779.600000 sec): 3 clusters
  Score: Raw -2573480.672702 + Penalty 3255.058773 = -2570225.613929
  nChanged 211
		SP:Iteration 28Q (130779.860000 sec): 3 clusters
  Score: Raw -2573533.144911 + Penalty 3255.058773 = -2570278.086138
  nChanged 179
		SP:Iteration 29Q (130780.130000 sec): 3 clusters
  Score: Raw -2573577.823535 + Penalty 3255.058773 = -2570322.764762
  nChanged 182
		SP:Iteration 30Q (130780.390000 sec): 3 clusters
  Score: Raw -2573620.305534 + Penalty 3255.058773 = -2570365.246761
  nChanged 170
		SP:Iteration 31Q (130780.670000 sec): 3 clusters
  Score: Raw -2573663.043861 + Penalty 3255.058773 = -2570407.985088
  nChanged 159
		SP:Iteration 32Q (130780.920000 sec): 3 clusters
  Score: Raw -2573705.109965 + Penalty 3255.058773 = -2570450.051192
  nChanged 162
		SP:Iteration 33Q (130781.210000 sec): 3 clusters
  Score: Raw -2573748.019486 + Penalty 3255.058773 = -2570492.960712
  nChanged 155
		SP:Iteration 34Q (130781.470000 sec): 3 clusters
  Score: Raw -2573792.126605 + Penalty 3255.058773 = -2570537.067832
  nChanged 153
		SP:Iteration 35Q (130781.750000 sec): 3 clusters
  Score: Raw -2573835.239084 + Penalty 3255.058773 = -2570580.180311
  nChanged 153
		SP:Iteration 36Q (130782.030000 sec): 3 clusters
  Score: Raw -2573875.277757 + Penalty 3255.058773 = -2570620.218984
  nChanged 148
		SP:Iteration 37Q (130782.310000 sec): 3 clusters
  Score: Raw -2573912.612681 + Penalty 3255.058773 = -2570657.553908
  nChanged 139
		SP:Iteration 38Q (130782.560000 sec): 3 clusters
  Score: Raw -2573951.812041 + Penalty 3255.058773 = -2570696.753268
  nChanged 150
		SP:Iteration 39Q (130782.840000 sec): 3 clusters
  Score: Raw -2574000.843868 + Penalty 3255.058773 = -2570745.785095
  nChanged 146
		SP:Iteration 40F (130783.130000 sec): 3 clusters
  Score: Raw -2574046.230622 + Penalty 3255.058773 = -2570791.171849
  nChanged 128
		SP:Iteration 41Q (130783.380000 sec): 3 clusters
  Score: Raw -2574082.019101 + Penalty 3255.058773 = -2570826.960328
  nChanged 111
		SP:Iteration 42Q (130783.660000 sec): 3 clusters
  Score: Raw -2574113.748815 + Penalty 3255.058773 = -2570858.690042
  nChanged 99
		SP:Iteration 43Q (130783.940000 sec): 3 clusters
  Score: Raw -2574143.098118 + Penalty 3255.058773 = -2570888.039345
  nChanged 83
		SP:Iteration 44Q (130784.220000 sec): 3 clusters
  Score: Raw -2574170.620761 + Penalty 3255.058773 = -2570915.561988
  nChanged 83
		SP:Iteration 45Q (130784.490000 sec): 3 clusters
  Score: Raw -2574197.667814 + Penalty 3255.058773 = -2570942.609041
  nChanged 88
		SP:Iteration 46Q (130784.750000 sec): 3 clusters
  Score: Raw -2574229.823818 + Penalty 3255.058773 = -2570974.765045
  nChanged 91
		SP:Iteration 47Q (130785.030000 sec): 3 clusters
  Score: Raw -2574267.653073 + Penalty 3255.058773 = -2571012.594300
  nChanged 93
		SP:Iteration 48Q (130785.310000 sec): 3 clusters
  Score: Raw -2574306.694885 + Penalty 3255.058773 = -2571051.636112
  nChanged 104
		SP:Iteration 49Q (130785.590000 sec): 3 clusters
  Score: Raw -2574352.790874 + Penalty 3255.058773 = -2571097.732101
  nChanged 99
		SP:Iteration 50Q (130785.840000 sec): 3 clusters
  Score: Raw -2574407.391416 + Penalty 3255.058773 = -2571152.332643
  nChanged 107
		SP:Iteration 51Q (130786.120000 sec): 3 clusters
  Score: Raw -2574475.288806 + Penalty 3255.058773 = -2571220.230033
  nChanged 87
		SP:Iteration 52Q (130786.400000 sec): 3 clusters
  Score: Raw -2574522.367903 + Penalty 3255.058773 = -2571267.309130
  nChanged 81
		SP:Iteration 53Q (130786.680000 sec): 3 clusters
  Score: Raw -2574562.503494 + Penalty 3255.058773 = -2571307.444720
  nChanged 85
		SP:Iteration 54Q (130786.960000 sec): 3 clusters
  Score: Raw -2574591.188719 + Penalty 3255.058773 = -2571336.129946
  nChanged 60
		SP:Iteration 55Q (130787.210000 sec): 3 clusters
  Score: Raw -2574606.156754 + Penalty 3255.058773 = -2571351.097980
  nChanged 45
		SP:Iteration 56Q (130787.490000 sec): 3 clusters
  Score: Raw -2574614.535590 + Penalty 3255.058773 = -2571359.476817
  nChanged 22
		SP:Iteration 57Q (130787.770000 sec): 3 clusters
  Score: Raw -2574618.939308 + Penalty 3255.058773 = -2571363.880534
  nChanged 15
		SP:Iteration 58Q (130788.050000 sec): 3 clusters
  Score: Raw -2574620.586828 + Penalty 3255.058773 = -2571365.528055
  nChanged 10
		SP:Iteration 59Q (130788.330000 sec): 3 clusters
  Score: Raw -2574621.925976 + Penalty 3255.058773 = -2571366.867202
  nChanged 7
		SP:Iteration 60F (130788.600000 sec): 3 clusters
  Score: Raw -2574622.736748 + Penalty 3255.058773 = -2571367.677974
  nChanged 5
		SP:Iteration 61Q (130788.880000 sec): 3 clusters
  Score: Raw -2574623.383117 + Penalty 3255.058773 = -2571368.324344
  nChanged 5
		SP:Iteration 62Q (130789.130000 sec): 3 clusters
  Score: Raw -2574624.417957 + Penalty 3255.058773 = -2571369.359184
  nChanged 8
		SP:Iteration 63Q (130789.410000 sec): 3 clusters
  Score: Raw -2574625.621428 + Penalty 3255.058773 = -2571370.562655
  nChanged 5
		SP:Iteration 64Q (130789.690000 sec): 3 clusters
  Score: Raw -2574626.144030 + Penalty 3255.058773 = -2571371.085257
  nChanged 0
		SP:Iteration 65F (130789.990000 sec): 3 clusters
  Score: Raw -2574626.144030 + Penalty 3255.058773 = -2571371.085257
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 30 (41688 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (130790.300000 sec): 2 clusters
  Score: Raw -5223452.500030 + Penalty 1728.669897 = -5221723.830133
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (130790.750000 sec): 3 clusters
  Score: Raw -5197383.853133 + Penalty 3457.339794 = -5193926.513339
  nChanged 19373
		SP:Iteration 1F (130791.220000 sec): 3 clusters
  Score: Raw -5209126.072871 + Penalty 3457.339794 = -5205668.733077
  nChanged 2677
		SP:Iteration 2F (130791.650000 sec): 3 clusters
  Score: Raw -5210646.599675 + Penalty 3457.339794 = -5207189.259881
  nChanged 3192
		SP:Iteration 3F (130792.110000 sec): 3 clusters
  Score: Raw -5212834.152865 + Penalty 3457.339794 = -5209376.813071
  nChanged 3323
		SP:Iteration 4F (130792.540000 sec): 3 clusters
  Score: Raw -5215213.320762 + Penalty 3457.339794 = -5211755.980968
  nChanged 2990
		SP:Iteration 5F (130793.020000 sec): 3 clusters
  Score: Raw -5217150.068312 + Penalty 3457.339794 = -5213692.728518
  nChanged 2238
		SP:Iteration 6F (130793.450000 sec): 3 clusters
  Score: Raw -5218457.772112 + Penalty 3457.339794 = -5215000.432319
  nChanged 1774
		SP:Iteration 7Q (130793.920000 sec): 3 clusters
  Score: Raw -5219422.398533 + Penalty 3457.339794 = -5215965.058739
  nChanged 1384
		SP:Iteration 8Q (130794.350000 sec): 3 clusters
  Score: Raw -5220163.258855 + Penalty 3457.339794 = -5216705.919061
  nChanged 1155
		SP:Iteration 9Q (130794.830000 sec): 3 clusters
  Score: Raw -5220813.494365 + Penalty 3457.339794 = -5217356.154571
  nChanged 1048
		SP:Iteration 10Q (130795.260000 sec): 3 clusters
  Score: Raw -5221449.130142 + Penalty 3457.339794 = -5217991.790348
  nChanged 881
		SP:Iteration 11Q (130795.730000 sec): 3 clusters
  Score: Raw -5222011.050076 + Penalty 3457.339794 = -5218553.710282
  nChanged 769
		SP:Iteration 12Q (130796.150000 sec): 3 clusters
  Score: Raw -5222537.084167 + Penalty 3457.339794 = -5219079.744373
  nChanged 591
		SP:Iteration 13Q (130796.610000 sec): 3 clusters
  Score: Raw -5222948.757488 + Penalty 3457.339794 = -5219491.417694
  nChanged 468
		SP:Iteration 14Q (130797.040000 sec): 3 clusters
  Score: Raw -5223305.191469 + Penalty 3457.339794 = -5219847.851675
  nChanged 352
		SP:Iteration 15Q (130797.440000 sec): 3 clusters
  Score: Raw -5223561.788146 + Penalty 3457.339794 = -5220104.448353
  nChanged 254
		SP:Iteration 16Q (130797.870000 sec): 3 clusters
  Score: Raw -5223729.481674 + Penalty 3457.339794 = -5220272.141881
  nChanged 188
		SP:Iteration 17Q (130798.270000 sec): 3 clusters
  Score: Raw -5223856.668471 + Penalty 3457.339794 = -5220399.328677
  nChanged 158
		SP:Iteration 18Q (130798.660000 sec): 3 clusters
  Score: Raw -5223948.531048 + Penalty 3457.339794 = -5220491.191254
  nChanged 152
		SP:Iteration 19Q (130799.060000 sec): 3 clusters
  Score: Raw -5224022.485931 + Penalty 3457.339794 = -5220565.146137
  nChanged 111
		SP:Iteration 20F (130799.510000 sec): 3 clusters
  Score: Raw -5224076.730620 + Penalty 3457.339794 = -5220619.390826
  nChanged 110
		SP:Iteration 21Q (130799.920000 sec): 3 clusters
  Score: Raw -5224127.982971 + Penalty 3457.339794 = -5220670.643177
  nChanged 101
		SP:Iteration 22Q (130800.340000 sec): 3 clusters
  Score: Raw -5224169.758553 + Penalty 3457.339794 = -5220712.418759
  nChanged 108
		SP:Iteration 23Q (130800.720000 sec): 3 clusters
  Score: Raw -5224217.984885 + Penalty 3457.339794 = -5220760.645091
  nChanged 93
		SP:Iteration 24Q (130801.110000 sec): 3 clusters
  Score: Raw -5224253.263350 + Penalty 3457.339794 = -5220795.923557
  nChanged 67
		SP:Iteration 25Q (130801.500000 sec): 3 clusters
  Score: Raw -5224275.958976 + Penalty 3457.339794 = -5220818.619182
  nChanged 72
		SP:Iteration 26Q (130801.890000 sec): 3 clusters
  Score: Raw -5224295.228934 + Penalty 3457.339794 = -5220837.889140
  nChanged 38
		SP:Iteration 27Q (130802.280000 sec): 3 clusters
  Score: Raw -5224303.957200 + Penalty 3457.339794 = -5220846.617406
  nChanged 31
		SP:Iteration 28Q (130802.670000 sec): 3 clusters
  Score: Raw -5224312.417348 + Penalty 3457.339794 = -5220855.077554
  nChanged 33
		SP:Iteration 29Q (130803.060000 sec): 3 clusters
  Score: Raw -5224320.945010 + Penalty 3457.339794 = -5220863.605216
  nChanged 29
		SP:Iteration 30Q (130803.450000 sec): 3 clusters
  Score: Raw -5224327.469386 + Penalty 3457.339794 = -5220870.129592
  nChanged 22
		SP:Iteration 31Q (130803.840000 sec): 3 clusters
  Score: Raw -5224331.507188 + Penalty 3457.339794 = -5220874.167394
  nChanged 18
		SP:Iteration 32Q (130804.220000 sec): 3 clusters
  Score: Raw -5224334.788904 + Penalty 3457.339794 = -5220877.449110
  nChanged 18
		SP:Iteration 33Q (130804.610000 sec): 3 clusters
  Score: Raw -5224337.929872 + Penalty 3457.339794 = -5220880.590078
  nChanged 13
		SP:Iteration 34Q (130805.000000 sec): 3 clusters
  Score: Raw -5224339.554603 + Penalty 3457.339794 = -5220882.214809
  nChanged 11
		SP:Iteration 35Q (130805.390000 sec): 3 clusters
  Score: Raw -5224340.498050 + Penalty 3457.339794 = -5220883.158256
  nChanged 6
		SP:Iteration 36Q (130805.750000 sec): 3 clusters
  Score: Raw -5224341.072771 + Penalty 3457.339794 = -5220883.732977
  nChanged 5
		SP:Iteration 37Q (130806.140000 sec): 3 clusters
  Score: Raw -5224341.499998 + Penalty 3457.339794 = -5220884.160204
  nChanged 2
		SP:Iteration 38Q (130806.520000 sec): 3 clusters
  Score: Raw -5224341.742780 + Penalty 3457.339794 = -5220884.402986
  nChanged 4
		SP:Iteration 39Q (130806.910000 sec): 3 clusters
  Score: Raw -5224342.144488 + Penalty 3457.339794 = -5220884.804694
  nChanged 5
		SP:Iteration 40F (130807.370000 sec): 3 clusters
  Score: Raw -5224342.701243 + Penalty 3457.339794 = -5220885.361449
  nChanged 5
		SP:Iteration 41Q (130807.780000 sec): 3 clusters
  Score: Raw -5224343.287672 + Penalty 3457.339794 = -5220885.947878
  nChanged 8
		SP:Iteration 42Q (130808.200000 sec): 3 clusters
  Score: Raw -5224344.407575 + Penalty 3457.339794 = -5220887.067781
  nChanged 9
		SP:Iteration 43Q (130808.590000 sec): 3 clusters
  Score: Raw -5224345.457317 + Penalty 3457.339794 = -5220888.117523
  nChanged 7
		SP:Iteration 44Q (130808.980000 sec): 3 clusters
  Score: Raw -5224346.676855 + Penalty 3457.339794 = -5220889.337061
  nChanged 7
		SP:Iteration 45Q (130809.360000 sec): 3 clusters
  Score: Raw -5224347.626187 + Penalty 3457.339794 = -5220890.286393
  nChanged 8
		SP:Iteration 46Q (130809.750000 sec): 3 clusters
  Score: Raw -5224348.697525 + Penalty 3457.339794 = -5220891.357731
  nChanged 6
		SP:Iteration 47Q (130810.140000 sec): 3 clusters
  Score: Raw -5224349.914184 + Penalty 3457.339794 = -5220892.574390
  nChanged 6
		SP:Iteration 48Q (130810.530000 sec): 3 clusters
  Score: Raw -5224350.766102 + Penalty 3457.339794 = -5220893.426308
  nChanged 6
		SP:Iteration 49Q (130810.920000 sec): 3 clusters
  Score: Raw -5224351.635134 + Penalty 3457.339794 = -5220894.295340
  nChanged 4
		SP:Iteration 50Q (130811.300000 sec): 3 clusters
  Score: Raw -5224352.348700 + Penalty 3457.339794 = -5220895.008906
  nChanged 3
		SP:Iteration 51Q (130811.690000 sec): 3 clusters
  Score: Raw -5224352.688149 + Penalty 3457.339794 = -5220895.348355
  nChanged 2
		SP:Iteration 52Q (130812.080000 sec): 3 clusters
  Score: Raw -5224352.873903 + Penalty 3457.339794 = -5220895.534109
  nChanged 1
		SP:Iteration 53Q (130812.440000 sec): 3 clusters
  Score: Raw -5224353.015773 + Penalty 3457.339794 = -5220895.675979
  nChanged 2
		SP:Iteration 54Q (130812.830000 sec): 3 clusters
  Score: Raw -5224353.155781 + Penalty 3457.339794 = -5220895.815987
  nChanged 0
		SP:Iteration 55F (130813.290000 sec): 3 clusters
  Score: Raw -5224353.155781 + Penalty 3457.339794 = -5220895.815987
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 31 (15472 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (130813.450000 sec): 2 clusters
  Score: Raw -1888379.918765 + Penalty 1567.602923 = -1886812.315842
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (130813.640000 sec): 3 clusters
  Score: Raw -1879281.262038 + Penalty 3135.205846 = -1876146.056192
  nChanged 6886
		SP:Iteration 1F (130813.840000 sec): 3 clusters
  Score: Raw -1883227.050188 + Penalty 3135.205846 = -1880091.844343
  nChanged 959
		SP:Iteration 2F (130814.020000 sec): 3 clusters
  Score: Raw -1883726.553665 + Penalty 3135.205846 = -1880591.347819
  nChanged 933
		SP:Iteration 3F (130814.200000 sec): 3 clusters
  Score: Raw -1884300.922969 + Penalty 3135.205846 = -1881165.717123
  nChanged 970
		SP:Iteration 4F (130814.400000 sec): 3 clusters
  Score: Raw -1884979.341848 + Penalty 3135.205846 = -1881844.136002
  nChanged 1025
		SP:Iteration 5F (130814.590000 sec): 3 clusters
  Score: Raw -1885799.564899 + Penalty 3135.205846 = -1882664.359053
  nChanged 1010
		SP:Iteration 6F (130814.780000 sec): 3 clusters
  Score: Raw -1886677.849900 + Penalty 3135.205846 = -1883542.644055
  nChanged 862
		SP:Iteration 7F (130814.970000 sec): 3 clusters
  Score: Raw -1887453.317132 + Penalty 3135.205846 = -1884318.111286
  nChanged 713
		SP:Iteration 8Q (130815.160000 sec): 3 clusters
  Score: Raw -1888131.371814 + Penalty 3135.205846 = -1884996.165968
  nChanged 534
		SP:Iteration 9Q (130815.350000 sec): 3 clusters
  Score: Raw -1888688.024053 + Penalty 3135.205846 = -1885552.818208
  nChanged 364
		SP:Iteration 10Q (130815.530000 sec): 3 clusters
  Score: Raw -1889120.187126 + Penalty 3135.205846 = -1885984.981280
  nChanged 241
		SP:Iteration 11Q (130815.760000 sec): 3 clusters
  Score: Raw -1889366.418146 + Penalty 3135.205846 = -1886231.212301
  nChanged 150
		SP:Iteration 12Q (130815.950000 sec): 3 clusters
  Score: Raw -1889460.419030 + Penalty 3135.205846 = -1886325.213184
  nChanged 88
		SP:Iteration 13Q (130816.130000 sec): 3 clusters
  Score: Raw -1889503.958398 + Penalty 3135.205846 = -1886368.752552
  nChanged 54
		SP:Iteration 14Q (130816.360000 sec): 3 clusters
  Score: Raw -1889526.740298 + Penalty 3135.205846 = -1886391.534452
  nChanged 51
		SP:Iteration 15Q (130816.540000 sec): 3 clusters
  Score: Raw -1889549.339769 + Penalty 3135.205846 = -1886414.133923
  nChanged 36
		SP:Iteration 16Q (130816.740000 sec): 3 clusters
  Score: Raw -1889564.856656 + Penalty 3135.205846 = -1886429.650810
  nChanged 31
		SP:Iteration 17Q (130816.920000 sec): 3 clusters
  Score: Raw -1889574.723345 + Penalty 3135.205846 = -1886439.517499
  nChanged 25
		SP:Iteration 18Q (130817.150000 sec): 3 clusters
  Score: Raw -1889581.725423 + Penalty 3135.205846 = -1886446.519577
  nChanged 11
		SP:Iteration 19Q (130817.340000 sec): 3 clusters
  Score: Raw -1889585.379403 + Penalty 3135.205846 = -1886450.173557
  nChanged 13
		SP:Iteration 20F (130817.530000 sec): 3 clusters
  Score: Raw -1889588.425620 + Penalty 3135.205846 = -1886453.219775
  nChanged 8
		SP:Iteration 21Q (130817.700000 sec): 3 clusters
  Score: Raw -1889589.989369 + Penalty 3135.205846 = -1886454.783523
  nChanged 7
		SP:Iteration 22Q (130817.940000 sec): 3 clusters
  Score: Raw -1889591.115443 + Penalty 3135.205846 = -1886455.909597
  nChanged 5
		SP:Iteration 23Q (130818.120000 sec): 3 clusters
  Score: Raw -1889591.798949 + Penalty 3135.205846 = -1886456.593103
  nChanged 2
		SP:Iteration 24Q (130818.300000 sec): 3 clusters
  Score: Raw -1889592.048434 + Penalty 3135.205846 = -1886456.842589
  nChanged 1
		SP:Iteration 25Q (130818.480000 sec): 3 clusters
  Score: Raw -1889592.240776 + Penalty 3135.205846 = -1886457.034930
  nChanged 0
		SP:Iteration 26F (130818.730000 sec): 3 clusters
  Score: Raw -1889592.240776 + Penalty 3135.205846 = -1886457.034930
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 32 (7905 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (130818.820000 sec): 2 clusters
  Score: Raw -1010790.952052 + Penalty 1458.478247 = -1009332.473805
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (130818.960000 sec): 3 clusters
  Score: Raw -1006412.237288 + Penalty 2916.956494 = -1003495.280795
  nChanged 3349
		SP:Iteration 1F (130819.070000 sec): 3 clusters
  Score: Raw -1008167.598923 + Penalty 2916.956494 = -1005250.642430
  nChanged 525
		SP:Iteration 2F (130819.190000 sec): 3 clusters
  Score: Raw -1008425.561737 + Penalty 2916.956494 = -1005508.605243
  nChanged 448
		SP:Iteration 3F (130819.310000 sec): 3 clusters
  Score: Raw -1008667.494980 + Penalty 2916.956494 = -1005750.538486
  nChanged 383
		SP:Iteration 4Q (130819.430000 sec): 3 clusters
  Score: Raw -1008946.408529 + Penalty 2916.956494 = -1006029.452035
  nChanged 457
		SP:Iteration 5F (130819.560000 sec): 3 clusters
  Score: Raw -1009395.570150 + Penalty 2916.956494 = -1006478.613656
  nChanged 556
		SP:Iteration 6F (130819.680000 sec): 3 clusters
  Score: Raw -1010118.708970 + Penalty 2916.956494 = -1007201.752477
  nChanged 652
		SP:Iteration 7F (130819.800000 sec): 3 clusters
  Score: Raw -1011145.334760 + Penalty 2916.956494 = -1008228.378267
  nChanged 650
		SP:Iteration 8F (130819.930000 sec): 3 clusters
  Score: Raw -1012001.193652 + Penalty 2916.956494 = -1009084.237158
  nChanged 508
		SP:Iteration 9F (130820.050000 sec): 3 clusters
  Score: Raw -1012589.873595 + Penalty 2916.956494 = -1009672.917101
  nChanged 351
		SP:Iteration 10Q (130820.170000 sec): 3 clusters
  Score: Raw -1012922.808726 + Penalty 2916.956494 = -1010005.852232
  nChanged 215
		SP:Iteration 11Q (130820.290000 sec): 3 clusters
  Score: Raw -1013117.948026 + Penalty 2916.956494 = -1010200.991533
  nChanged 140
		SP:Iteration 12Q (130820.410000 sec): 3 clusters
  Score: Raw -1013223.083930 + Penalty 2916.956494 = -1010306.127437
  nChanged 98
		SP:Iteration 13Q (130820.530000 sec): 3 clusters
  Score: Raw -1013271.865167 + Penalty 2916.956494 = -1010354.908673
  nChanged 57
		SP:Iteration 14Q (130820.650000 sec): 3 clusters
  Score: Raw -1013291.857368 + Penalty 2916.956494 = -1010374.900874
  nChanged 54
		SP:Iteration 15Q (130820.770000 sec): 3 clusters
  Score: Raw -1013309.691165 + Penalty 2916.956494 = -1010392.734671
  nChanged 38
		SP:Iteration 16Q (130820.880000 sec): 3 clusters
  Score: Raw -1013320.712723 + Penalty 2916.956494 = -1010403.756229
  nChanged 32
		SP:Iteration 17Q (130821.010000 sec): 3 clusters
  Score: Raw -1013328.266334 + Penalty 2916.956494 = -1010411.309840
  nChanged 28
		SP:Iteration 18Q (130821.130000 sec): 3 clusters
  Score: Raw -1013335.791349 + Penalty 2916.956494 = -1010418.834855
  nChanged 23
		SP:Iteration 19Q (130821.250000 sec): 3 clusters
  Score: Raw -1013341.099109 + Penalty 2916.956494 = -1010424.142615
  nChanged 18
		SP:Iteration 20F (130821.370000 sec): 3 clusters
  Score: Raw -1013345.144758 + Penalty 2916.956494 = -1010428.188264
  nChanged 11
		SP:Iteration 21Q (130821.490000 sec): 3 clusters
  Score: Raw -1013346.860475 + Penalty 2916.956494 = -1010429.903981
  nChanged 6
		SP:Iteration 22Q (130821.610000 sec): 3 clusters
  Score: Raw -1013347.741581 + Penalty 2916.956494 = -1010430.785087
  nChanged 8
		SP:Iteration 23Q (130821.730000 sec): 3 clusters
  Score: Raw -1013348.734304 + Penalty 2916.956494 = -1010431.777810
  nChanged 7
		SP:Iteration 24Q (130821.850000 sec): 3 clusters
  Score: Raw -1013349.648397 + Penalty 2916.956494 = -1010432.691904
  nChanged 5
		SP:Iteration 25Q (130821.970000 sec): 3 clusters
  Score: Raw -1013350.571558 + Penalty 2916.956494 = -1010433.615065
  nChanged 8
		SP:Iteration 26Q (130822.090000 sec): 3 clusters
  Score: Raw -1013352.032794 + Penalty 2916.956494 = -1010435.076301
  nChanged 5
		SP:Iteration 27Q (130822.210000 sec): 3 clusters
  Score: Raw -1013352.948726 + Penalty 2916.956494 = -1010435.992233
  nChanged 4
		SP:Iteration 28Q (130822.330000 sec): 3 clusters
  Score: Raw -1013353.757616 + Penalty 2916.956494 = -1010436.801123
  nChanged 6
		SP:Iteration 29Q (130822.450000 sec): 3 clusters
  Score: Raw -1013354.845181 + Penalty 2916.956494 = -1010437.888687
  nChanged 2
		SP:Iteration 30Q (130822.580000 sec): 3 clusters
  Score: Raw -1013355.174580 + Penalty 2916.956494 = -1010438.218087
  nChanged 1
		SP:Iteration 31Q (130822.700000 sec): 3 clusters
  Score: Raw -1013355.286043 + Penalty 2916.956494 = -1010438.329550
  nChanged 1
		SP:Iteration 32Q (130822.820000 sec): 3 clusters
  Score: Raw -1013355.440781 + Penalty 2916.956494 = -1010438.484287
  nChanged 1
		SP:Iteration 33Q (130822.930000 sec): 3 clusters
  Score: Raw -1013355.562649 + Penalty 2916.956494 = -1010438.606156
  nChanged 1
		SP:Iteration 34Q (130823.050000 sec): 3 clusters
  Score: Raw -1013355.831966 + Penalty 2916.956494 = -1010438.875472
  nChanged 2
		SP:Iteration 35Q (130823.170000 sec): 3 clusters
  Score: Raw -1013356.119770 + Penalty 2916.956494 = -1010439.163276
  nChanged 1
		SP:Iteration 36Q (130823.300000 sec): 3 clusters
  Score: Raw -1013356.178418 + Penalty 2916.956494 = -1010439.221924
  nChanged 0
		SP:Iteration 37F (130823.420000 sec): 3 clusters
  Score: Raw -1013356.178418 + Penalty 2916.956494 = -1010439.221924
  nChanged 0
  Score: Raw -118968355.926174 + Penalty 186780.447980 = -118781575.478194

Splitting cluster 32 changes total score from -118778445.346263 to -118781575.478194

 So it's getting split into cluster 83.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 33 (2976 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (131129.690000 sec): 2 clusters
  Score: Raw -336240.649976 + Penalty 1299.729502 = -334940.920474
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (131129.760000 sec): 3 clusters
  Score: Raw -334863.555892 + Penalty 2599.459004 = -332264.096889
  nChanged 1110
		SP:Iteration 1F (131129.840000 sec): 3 clusters
  Score: Raw -335614.394080 + Penalty 2599.459004 = -333014.935076
  nChanged 289
		SP:Iteration 2F (131129.890000 sec): 3 clusters
  Score: Raw -335916.347536 + Penalty 2599.459004 = -333316.888532
  nChanged 232
		SP:Iteration 3F (131129.950000 sec): 3 clusters
  Score: Raw -336172.176067 + Penalty 2599.459004 = -333572.717063
  nChanged 234
		SP:Iteration 4F (131130.000000 sec): 3 clusters
  Score: Raw -336610.386334 + Penalty 2599.459004 = -334010.927330
  nChanged 272
		SP:Iteration 5F (131130.050000 sec): 3 clusters
  Score: Raw -337475.667409 + Penalty 2599.459004 = -334876.208405
  nChanged 302
		SP:Iteration 6F (131130.110000 sec): 3 clusters
  Score: Raw -338181.559345 + Penalty 2599.459004 = -335582.100341
  nChanged 201
		SP:Iteration 7F (131130.160000 sec): 3 clusters
  Score: Raw -338426.059757 + Penalty 2599.459004 = -335826.600753
  nChanged 95
		SP:Iteration 8Q (131130.220000 sec): 3 clusters
  Score: Raw -338539.263458 + Penalty 2599.459004 = -335939.804454
  nChanged 48
		SP:Iteration 9Q (131130.270000 sec): 3 clusters
  Score: Raw -338582.865813 + Penalty 2599.459004 = -335983.406809
  nChanged 25
		SP:Iteration 10Q (131130.320000 sec): 3 clusters
  Score: Raw -338602.726996 + Penalty 2599.459004 = -336003.267992
  nChanged 11
		SP:Iteration 11Q (131130.370000 sec): 3 clusters
  Score: Raw -338609.258375 + Penalty 2599.459004 = -336009.799371
  nChanged 4
		SP:Iteration 12Q (131130.430000 sec): 3 clusters
  Score: Raw -338610.846077 + Penalty 2599.459004 = -336011.387073
  nChanged 3
		SP:Iteration 13Q (131130.480000 sec): 3 clusters
  Score: Raw -338612.272160 + Penalty 2599.459004 = -336012.813156
  nChanged 0
		SP:Iteration 14F (131130.530000 sec): 3 clusters
  Score: Raw -338612.272160 + Penalty 2599.459004 = -336012.813156
  nChanged 0
  Score: Raw -118970727.548358 + Penalty 189030.814823 = -118781696.733535

Splitting cluster 33 changes total score from -118778445.346263 to -118781696.733535

 So it's getting split into cluster 84.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 34 (5539 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (131386.240000 sec): 2 clusters
  Score: Raw -632706.770625 + Penalty 1400.680004 = -631306.090620
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (131386.340000 sec): 3 clusters
  Score: Raw -629857.988167 + Penalty 2801.360009 = -627056.628158
  nChanged 2297
		SP:Iteration 1F (131386.440000 sec): 3 clusters
  Score: Raw -631694.649060 + Penalty 2801.360009 = -628893.289051
  nChanged 695
		SP:Iteration 2F (131386.540000 sec): 3 clusters
  Score: Raw -632735.246180 + Penalty 2801.360009 = -629933.886171
  nChanged 641
		SP:Iteration 3F (131386.630000 sec): 3 clusters
  Score: Raw -633526.913747 + Penalty 2801.360009 = -630725.553738
  nChanged 441
		SP:Iteration 4F (131386.730000 sec): 3 clusters
  Score: Raw -633912.603205 + Penalty 2801.360009 = -631111.243197
  nChanged 241
		SP:Iteration 5Q (131386.820000 sec): 3 clusters
  Score: Raw -634076.256324 + Penalty 2801.360009 = -631274.896315
  nChanged 144
		SP:Iteration 6Q (131386.910000 sec): 3 clusters
  Score: Raw -634165.266994 + Penalty 2801.360009 = -631363.906985
  nChanged 113
		SP:Iteration 7Q (131387.010000 sec): 3 clusters
  Score: Raw -634230.009424 + Penalty 2801.360009 = -631428.649416
  nChanged 82
		SP:Iteration 8Q (131387.100000 sec): 3 clusters
  Score: Raw -634273.008935 + Penalty 2801.360009 = -631471.648927
  nChanged 74
		SP:Iteration 9Q (131387.190000 sec): 3 clusters
  Score: Raw -634314.199006 + Penalty 2801.360009 = -631512.838997
  nChanged 78
		SP:Iteration 10Q (131387.280000 sec): 3 clusters
  Score: Raw -634365.303257 + Penalty 2801.360009 = -631563.943248
  nChanged 92
		SP:Iteration 11Q (131387.370000 sec): 3 clusters
  Score: Raw -634419.711745 + Penalty 2801.360009 = -631618.351736
  nChanged 94
		SP:Iteration 12Q (131387.470000 sec): 3 clusters
  Score: Raw -634472.293230 + Penalty 2801.360009 = -631670.933221
  nChanged 86
		SP:Iteration 13Q (131387.560000 sec): 3 clusters
  Score: Raw -634524.017528 + Penalty 2801.360009 = -631722.657519
  nChanged 79
		SP:Iteration 14Q (131387.650000 sec): 3 clusters
  Score: Raw -634575.469403 + Penalty 2801.360009 = -631774.109394
  nChanged 79
		SP:Iteration 15Q (131387.740000 sec): 3 clusters
  Score: Raw -634617.892417 + Penalty 2801.360009 = -631816.532409
  nChanged 68
		SP:Iteration 16Q (131387.830000 sec): 3 clusters
  Score: Raw -634642.026941 + Penalty 2801.360009 = -631840.666932
  nChanged 37
		SP:Iteration 17Q (131387.930000 sec): 3 clusters
  Score: Raw -634651.395437 + Penalty 2801.360009 = -631850.035428
  nChanged 26
		SP:Iteration 18Q (131388.020000 sec): 3 clusters
  Score: Raw -634656.818577 + Penalty 2801.360009 = -631855.458568
  nChanged 18
		SP:Iteration 19Q (131388.110000 sec): 3 clusters
  Score: Raw -634660.030528 + Penalty 2801.360009 = -631858.670520
  nChanged 9
		SP:Iteration 20F (131388.200000 sec): 3 clusters
  Score: Raw -634665.096769 + Penalty 2801.360009 = -631863.736760
  nChanged 10
		SP:Iteration 21Q (131388.290000 sec): 3 clusters
  Score: Raw -634667.492364 + Penalty 2801.360009 = -631866.132355
  nChanged 7
		SP:Iteration 22Q (131388.380000 sec): 3 clusters
  Score: Raw -634668.775000 + Penalty 2801.360009 = -631867.414992
  nChanged 6
		SP:Iteration 23Q (131388.470000 sec): 3 clusters
  Score: Raw -634670.173995 + Penalty 2801.360009 = -631868.813986
  nChanged 3
		SP:Iteration 24Q (131388.560000 sec): 3 clusters
  Score: Raw -634671.401707 + Penalty 2801.360009 = -631870.041698
  nChanged 4
		SP:Iteration 25Q (131388.650000 sec): 3 clusters
  Score: Raw -634672.105964 + Penalty 2801.360009 = -631870.745955
  nChanged 3
		SP:Iteration 26Q (131388.750000 sec): 3 clusters
  Score: Raw -634672.704627 + Penalty 2801.360009 = -631871.344618
  nChanged 3
		SP:Iteration 27Q (131388.840000 sec): 3 clusters
  Score: Raw -634673.178346 + Penalty 2801.360009 = -631871.818337
  nChanged 4
		SP:Iteration 28Q (131388.930000 sec): 3 clusters
  Score: Raw -634673.633762 + Penalty 2801.360009 = -631872.273753
  nChanged 3
		SP:Iteration 29Q (131389.020000 sec): 3 clusters
  Score: Raw -634674.048858 + Penalty 2801.360009 = -631872.688849
  nChanged 1
		SP:Iteration 30Q (131389.120000 sec): 3 clusters
  Score: Raw -634674.157372 + Penalty 2801.360009 = -631872.797363
  nChanged 1
		SP:Iteration 31Q (131389.210000 sec): 3 clusters
  Score: Raw -634674.197384 + Penalty 2801.360009 = -631872.837376
  nChanged 0
		SP:Iteration 32F (131389.300000 sec): 3 clusters
  Score: Raw -634674.197384 + Penalty 2801.360009 = -631872.837376
  nChanged 0
  Score: Raw -118972694.975118 + Penalty 191281.181667 = -118781413.793451

Splitting cluster 34 changes total score from -118778445.346263 to -118781413.793451

 So it's getting split into cluster 85.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 35 (7204 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (131703.840000 sec): 2 clusters
  Score: Raw -889510.740923 + Penalty 1443.388652 = -888067.352271
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (131703.960000 sec): 3 clusters
  Score: Raw -885555.630308 + Penalty 2886.777305 = -882668.853003
  nChanged 3047
		SP:Iteration 1F (131704.070000 sec): 3 clusters
  Score: Raw -887191.217090 + Penalty 2886.777305 = -884304.439786
  nChanged 515
		SP:Iteration 2F (131704.180000 sec): 3 clusters
  Score: Raw -887438.480282 + Penalty 2886.777305 = -884551.702978
  nChanged 391
		SP:Iteration 3F (131704.300000 sec): 3 clusters
  Score: Raw -887626.287626 + Penalty 2886.777305 = -884739.510321
  nChanged 343
		SP:Iteration 4Q (131704.420000 sec): 3 clusters
  Score: Raw -887829.434433 + Penalty 2886.777305 = -884942.657129
  nChanged 354
		SP:Iteration 5Q (131704.550000 sec): 3 clusters
  Score: Raw -888106.019490 + Penalty 2886.777305 = -885219.242186
  nChanged 428
		SP:Iteration 6F (131704.670000 sec): 3 clusters
  Score: Raw -888492.104520 + Penalty 2886.777305 = -885605.327215
  nChanged 476
		SP:Iteration 7F (131704.790000 sec): 3 clusters
  Score: Raw -888968.880011 + Penalty 2886.777305 = -886082.102706
  nChanged 480
		SP:Iteration 8F (131704.910000 sec): 3 clusters
  Score: Raw -889385.675784 + Penalty 2886.777305 = -886498.898480
  nChanged 402
		SP:Iteration 9F (131705.040000 sec): 3 clusters
  Score: Raw -889694.987394 + Penalty 2886.777305 = -886808.210089
  nChanged 304
		SP:Iteration 10Q (131705.160000 sec): 3 clusters
  Score: Raw -889905.908853 + Penalty 2886.777305 = -887019.131549
  nChanged 210
		SP:Iteration 11Q (131705.280000 sec): 3 clusters
  Score: Raw -890044.565563 + Penalty 2886.777305 = -887157.788258
  nChanged 173
		SP:Iteration 12Q (131705.400000 sec): 3 clusters
  Score: Raw -890161.297950 + Penalty 2886.777305 = -887274.520646
  nChanged 147
		SP:Iteration 13Q (131705.520000 sec): 3 clusters
  Score: Raw -890260.150800 + Penalty 2886.777305 = -887373.373496
  nChanged 111
		SP:Iteration 14Q (131705.640000 sec): 3 clusters
  Score: Raw -890330.404430 + Penalty 2886.777305 = -887443.627125
  nChanged 97
		SP:Iteration 15Q (131705.760000 sec): 3 clusters
  Score: Raw -890396.028822 + Penalty 2886.777305 = -887509.251517
  nChanged 86
		SP:Iteration 16Q (131705.880000 sec): 3 clusters
  Score: Raw -890459.940503 + Penalty 2886.777305 = -887573.163198
  nChanged 77
		SP:Iteration 17Q (131706.000000 sec): 3 clusters
  Score: Raw -890529.392629 + Penalty 2886.777305 = -887642.615324
  nChanged 79
		SP:Iteration 18Q (131706.120000 sec): 3 clusters
  Score: Raw -890607.596936 + Penalty 2886.777305 = -887720.819631
  nChanged 62
		SP:Iteration 19Q (131706.230000 sec): 3 clusters
  Score: Raw -890656.833368 + Penalty 2886.777305 = -887770.056063
  nChanged 38
		SP:Iteration 20F (131706.350000 sec): 3 clusters
  Score: Raw -890681.003079 + Penalty 2886.777305 = -887794.225774
  nChanged 29
		SP:Iteration 21Q (131706.470000 sec): 3 clusters
  Score: Raw -890696.016056 + Penalty 2886.777305 = -887809.238752
  nChanged 20
		SP:Iteration 22Q (131706.580000 sec): 3 clusters
  Score: Raw -890704.248925 + Penalty 2886.777305 = -887817.471621
  nChanged 7
		SP:Iteration 23Q (131706.700000 sec): 3 clusters
  Score: Raw -890706.203160 + Penalty 2886.777305 = -887819.425856
  nChanged 6
		SP:Iteration 24Q (131706.820000 sec): 3 clusters
  Score: Raw -890707.463733 + Penalty 2886.777305 = -887820.686429
  nChanged 3
		SP:Iteration 25Q (131706.930000 sec): 3 clusters
  Score: Raw -890708.347218 + Penalty 2886.777305 = -887821.569914
  nChanged 2
		SP:Iteration 26Q (131707.050000 sec): 3 clusters
  Score: Raw -890709.064548 + Penalty 2886.777305 = -887822.287243
  nChanged 4
		SP:Iteration 27Q (131707.160000 sec): 3 clusters
  Score: Raw -890709.729830 + Penalty 2886.777305 = -887822.952525
  nChanged 1
		SP:Iteration 28Q (131707.280000 sec): 3 clusters
  Score: Raw -890709.894282 + Penalty 2886.777305 = -887823.116978
  nChanged 1
		SP:Iteration 29Q (131707.400000 sec): 3 clusters
  Score: Raw -890710.232592 + Penalty 2886.777305 = -887823.455288
  nChanged 0
		SP:Iteration 30F (131707.520000 sec): 3 clusters
  Score: Raw -890710.232592 + Penalty 2886.777305 = -887823.455288
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 36 (6564 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (131707.610000 sec): 2 clusters
  Score: Raw -764092.820448 + Penalty 1428.270261 = -762664.550187
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (131707.740000 sec): 3 clusters
  Score: Raw -760561.124856 + Penalty 2856.540522 = -757704.584334
  nChanged 2747
		SP:Iteration 1F (131707.830000 sec): 3 clusters
  Score: Raw -761960.704303 + Penalty 2856.540522 = -759104.163781
  nChanged 423
		SP:Iteration 2F (131707.940000 sec): 3 clusters
  Score: Raw -762157.579982 + Penalty 2856.540522 = -759301.039460
  nChanged 322
		SP:Iteration 3Q (131708.040000 sec): 3 clusters
  Score: Raw -762299.833292 + Penalty 2856.540522 = -759443.292770
  nChanged 245
		SP:Iteration 4Q (131708.140000 sec): 3 clusters
  Score: Raw -762404.356087 + Penalty 2856.540522 = -759547.815565
  nChanged 227
		SP:Iteration 5Q (131708.250000 sec): 3 clusters
  Score: Raw -762494.642219 + Penalty 2856.540522 = -759638.101697
  nChanged 205
		SP:Iteration 6Q (131708.370000 sec): 3 clusters
  Score: Raw -762571.112517 + Penalty 2856.540522 = -759714.571995
  nChanged 175
		SP:Iteration 7Q (131708.480000 sec): 3 clusters
  Score: Raw -762626.678216 + Penalty 2856.540522 = -759770.137694
  nChanged 144
		SP:Iteration 8Q (131708.590000 sec): 3 clusters
  Score: Raw -762670.506352 + Penalty 2856.540522 = -759813.965831
  nChanged 121
		SP:Iteration 9Q (131708.700000 sec): 3 clusters
  Score: Raw -762704.388031 + Penalty 2856.540522 = -759847.847509
  nChanged 108
		SP:Iteration 10Q (131708.810000 sec): 3 clusters
  Score: Raw -762732.846697 + Penalty 2856.540522 = -759876.306175
  nChanged 79
		SP:Iteration 11Q (131708.910000 sec): 3 clusters
  Score: Raw -762750.956597 + Penalty 2856.540522 = -759894.416075
  nChanged 77
		SP:Iteration 12Q (131709.020000 sec): 3 clusters
  Score: Raw -762772.353204 + Penalty 2856.540522 = -759915.812682
  nChanged 86
		SP:Iteration 13Q (131709.120000 sec): 3 clusters
  Score: Raw -762794.901974 + Penalty 2856.540522 = -759938.361452
  nChanged 84
		SP:Iteration 14Q (131709.230000 sec): 3 clusters
  Score: Raw -762812.809469 + Penalty 2856.540522 = -759956.268947
  nChanged 68
		SP:Iteration 15Q (131709.340000 sec): 3 clusters
  Score: Raw -762827.755547 + Penalty 2856.540522 = -759971.215025
  nChanged 62
		SP:Iteration 16Q (131709.440000 sec): 3 clusters
  Score: Raw -762842.793080 + Penalty 2856.540522 = -759986.252558
  nChanged 65
		SP:Iteration 17Q (131709.550000 sec): 3 clusters
  Score: Raw -762854.340796 + Penalty 2856.540522 = -759997.800274
  nChanged 56
		SP:Iteration 18Q (131709.660000 sec): 3 clusters
  Score: Raw -762868.960026 + Penalty 2856.540522 = -760012.419504
  nChanged 65
		SP:Iteration 19Q (131709.770000 sec): 3 clusters
  Score: Raw -762883.748566 + Penalty 2856.540522 = -760027.208044
  nChanged 56
		SP:Iteration 20F (131709.870000 sec): 3 clusters
  Score: Raw -762900.135525 + Penalty 2856.540522 = -760043.595003
  nChanged 73
		SP:Iteration 21Q (131709.970000 sec): 3 clusters
  Score: Raw -762920.330766 + Penalty 2856.540522 = -760063.790244
  nChanged 77
		SP:Iteration 22Q (131710.080000 sec): 3 clusters
  Score: Raw -762946.059358 + Penalty 2856.540522 = -760089.518836
  nChanged 111
		SP:Iteration 23Q (131710.180000 sec): 3 clusters
  Score: Raw -762983.794423 + Penalty 2856.540522 = -760127.253901
  nChanged 144
		SP:Iteration 24Q (131710.290000 sec): 3 clusters
  Score: Raw -763040.569691 + Penalty 2856.540522 = -760184.029169
  nChanged 170
		SP:Iteration 25Q (131710.410000 sec): 3 clusters
  Score: Raw -763107.656620 + Penalty 2856.540522 = -760251.116098
  nChanged 195
		SP:Iteration 26Q (131710.510000 sec): 3 clusters
  Score: Raw -763196.870812 + Penalty 2856.540522 = -760340.330290
  nChanged 218
		SP:Iteration 27Q (131710.620000 sec): 3 clusters
  Score: Raw -763308.018872 + Penalty 2856.540522 = -760451.478350
  nChanged 257
		SP:Iteration 28Q (131710.730000 sec): 3 clusters
  Score: Raw -763462.384284 + Penalty 2856.540522 = -760605.843762
  nChanged 272
		SP:Iteration 29Q (131710.830000 sec): 3 clusters
  Score: Raw -763644.368340 + Penalty 2856.540522 = -760787.827818
  nChanged 259
		SP:Iteration 30Q (131710.940000 sec): 3 clusters
  Score: Raw -763817.269099 + Penalty 2856.540522 = -760960.728577
  nChanged 215
		SP:Iteration 31Q (131711.040000 sec): 3 clusters
  Score: Raw -763966.611846 + Penalty 2856.540522 = -761110.071324
  nChanged 186
		SP:Iteration 32Q (131711.150000 sec): 3 clusters
  Score: Raw -764108.439634 + Penalty 2856.540522 = -761251.899112
  nChanged 163
		SP:Iteration 33Q (131711.250000 sec): 3 clusters
  Score: Raw -764235.175480 + Penalty 2856.540522 = -761378.634958
  nChanged 124
		SP:Iteration 34Q (131711.350000 sec): 3 clusters
  Score: Raw -764339.550995 + Penalty 2856.540522 = -761483.010473
  nChanged 78
		SP:Iteration 35Q (131711.460000 sec): 3 clusters
  Score: Raw -764417.894935 + Penalty 2856.540522 = -761561.354413
  nChanged 77
		SP:Iteration 36Q (131711.560000 sec): 3 clusters
  Score: Raw -764490.153211 + Penalty 2856.540522 = -761633.612689
  nChanged 56
		SP:Iteration 37Q (131711.660000 sec): 3 clusters
  Score: Raw -764543.977576 + Penalty 2856.540522 = -761687.437054
  nChanged 41
		SP:Iteration 38Q (131711.760000 sec): 3 clusters
  Score: Raw -764579.743644 + Penalty 2856.540522 = -761723.203122
  nChanged 24
		SP:Iteration 39Q (131711.860000 sec): 3 clusters
  Score: Raw -764596.236085 + Penalty 2856.540522 = -761739.695563
  nChanged 13
		SP:Iteration 40F (131711.960000 sec): 3 clusters
  Score: Raw -764606.623516 + Penalty 2856.540522 = -761750.082994
  nChanged 12
		SP:Iteration 41Q (131712.060000 sec): 3 clusters
  Score: Raw -764614.142286 + Penalty 2856.540522 = -761757.601764
  nChanged 13
		SP:Iteration 42Q (131712.150000 sec): 3 clusters
  Score: Raw -764620.469845 + Penalty 2856.540522 = -761763.929323
  nChanged 11
		SP:Iteration 43Q (131712.250000 sec): 3 clusters
  Score: Raw -764628.024169 + Penalty 2856.540522 = -761771.483647
  nChanged 7
		SP:Iteration 44Q (131712.350000 sec): 3 clusters
  Score: Raw -764633.238951 + Penalty 2856.540522 = -761776.698429
  nChanged 3
		SP:Iteration 45Q (131712.450000 sec): 3 clusters
  Score: Raw -764635.299550 + Penalty 2856.540522 = -761778.759028
  nChanged 4
		SP:Iteration 46Q (131712.550000 sec): 3 clusters
  Score: Raw -764637.417168 + Penalty 2856.540522 = -761780.876646
  nChanged 3
		SP:Iteration 47Q (131712.660000 sec): 3 clusters
  Score: Raw -764638.296938 + Penalty 2856.540522 = -761781.756416
  nChanged 1
		SP:Iteration 48Q (131712.750000 sec): 3 clusters
  Score: Raw -764638.403992 + Penalty 2856.540522 = -761781.863470
  nChanged 0
		SP:Iteration 49F (131712.860000 sec): 3 clusters
  Score: Raw -764638.403992 + Penalty 2856.540522 = -761781.863470
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 37 (2384 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (131712.920000 sec): 2 clusters
  Score: Raw -266600.004491 + Penalty 1263.686942 = -265336.317549
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (131712.960000 sec): 3 clusters
  Score: Raw -265603.595471 + Penalty 2527.373884 = -263076.221587
  nChanged 882
		SP:Iteration 1F (131713.010000 sec): 3 clusters
  Score: Raw -266485.476494 + Penalty 2527.373884 = -263958.102610
  nChanged 310
		SP:Iteration 2F (131713.050000 sec): 3 clusters
  Score: Raw -267013.900884 + Penalty 2527.373884 = -264486.527000
  nChanged 244
		SP:Iteration 3F (131713.100000 sec): 3 clusters
  Score: Raw -267438.155201 + Penalty 2527.373884 = -264910.781316
  nChanged 163
		SP:Iteration 4F (131713.140000 sec): 3 clusters
  Score: Raw -267730.768760 + Penalty 2527.373884 = -265203.394876
  nChanged 118
		SP:Iteration 5Q (131713.190000 sec): 3 clusters
  Score: Raw -267912.337458 + Penalty 2527.373884 = -265384.963574
  nChanged 88
		SP:Iteration 6Q (131713.230000 sec): 3 clusters
  Score: Raw -268036.001327 + Penalty 2527.373884 = -265508.627442
  nChanged 54
		SP:Iteration 7Q (131713.270000 sec): 3 clusters
  Score: Raw -268108.621473 + Penalty 2527.373884 = -265581.247589
  nChanged 41
		SP:Iteration 8Q (131713.310000 sec): 3 clusters
  Score: Raw -268185.664763 + Penalty 2527.373884 = -265658.290879
  nChanged 46
		SP:Iteration 9Q (131713.350000 sec): 3 clusters
  Score: Raw -268234.145215 + Penalty 2527.373884 = -265706.771331
  nChanged 37
		SP:Iteration 10Q (131713.390000 sec): 3 clusters
  Score: Raw -268279.585853 + Penalty 2527.373884 = -265752.211969
  nChanged 46
		SP:Iteration 11Q (131713.440000 sec): 3 clusters
  Score: Raw -268330.481014 + Penalty 2527.373884 = -265803.107130
  nChanged 35
		SP:Iteration 12Q (131713.480000 sec): 3 clusters
  Score: Raw -268374.008535 + Penalty 2527.373884 = -265846.634651
  nChanged 31
		SP:Iteration 13Q (131713.520000 sec): 3 clusters
  Score: Raw -268414.646723 + Penalty 2527.373884 = -265887.272839
  nChanged 28
		SP:Iteration 14Q (131713.560000 sec): 3 clusters
  Score: Raw -268451.518547 + Penalty 2527.373884 = -265924.144663
  nChanged 32
		SP:Iteration 15Q (131713.600000 sec): 3 clusters
  Score: Raw -268487.852970 + Penalty 2527.373884 = -265960.479086
  nChanged 16
		SP:Iteration 16Q (131713.650000 sec): 3 clusters
  Score: Raw -268506.166732 + Penalty 2527.373884 = -265978.792848
  nChanged 17
		SP:Iteration 17Q (131713.690000 sec): 3 clusters
  Score: Raw -268522.884036 + Penalty 2527.373884 = -265995.510151
  nChanged 14
		SP:Iteration 18Q (131713.730000 sec): 3 clusters
  Score: Raw -268533.970550 + Penalty 2527.373884 = -266006.596666
  nChanged 11
		SP:Iteration 19Q (131713.770000 sec): 3 clusters
  Score: Raw -268543.337296 + Penalty 2527.373884 = -266015.963412
  nChanged 14
		SP:Iteration 20F (131713.810000 sec): 3 clusters
  Score: Raw -268553.180929 + Penalty 2527.373884 = -266025.807045
  nChanged 11
		SP:Iteration 21Q (131713.850000 sec): 3 clusters
  Score: Raw -268561.538645 + Penalty 2527.373884 = -266034.164761
  nChanged 12
		SP:Iteration 22Q (131713.890000 sec): 3 clusters
  Score: Raw -268571.347567 + Penalty 2527.373884 = -266043.973683
  nChanged 10
		SP:Iteration 23Q (131713.930000 sec): 3 clusters
  Score: Raw -268580.344735 + Penalty 2527.373884 = -266052.970850
  nChanged 8
		SP:Iteration 24Q (131713.980000 sec): 3 clusters
  Score: Raw -268587.508981 + Penalty 2527.373884 = -266060.135097
  nChanged 4
		SP:Iteration 25Q (131714.020000 sec): 3 clusters
  Score: Raw -268593.691285 + Penalty 2527.373884 = -266066.317401
  nChanged 12
		SP:Iteration 26Q (131714.060000 sec): 3 clusters
  Score: Raw -268605.295227 + Penalty 2527.373884 = -266077.921342
  nChanged 8
		SP:Iteration 27Q (131714.100000 sec): 3 clusters
  Score: Raw -268610.511177 + Penalty 2527.373884 = -266083.137292
  nChanged 5
		SP:Iteration 28Q (131714.140000 sec): 3 clusters
  Score: Raw -268612.946878 + Penalty 2527.373884 = -266085.572994
  nChanged 0
		SP:Iteration 29F (131714.190000 sec): 3 clusters
  Score: Raw -268612.946878 + Penalty 2527.373884 = -266085.572994
  nChanged 0
  Score: Raw -118974707.917505 + Penalty 193531.548510 = -118781176.368995

Splitting cluster 37 changes total score from -118778445.346263 to -118781176.368995

 So it's getting split into cluster 86.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 38 (5087 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (131975.650000 sec): 2 clusters
  Score: Raw -600000.644335 + Penalty 1386.847076 = -598613.797259
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (131975.750000 sec): 3 clusters
  Score: Raw -597489.937235 + Penalty 2773.694152 = -594716.243083
  nChanged 2019
		SP:Iteration 1F (131975.840000 sec): 3 clusters
  Score: Raw -598782.952492 + Penalty 2773.694152 = -596009.258340
  nChanged 512
		SP:Iteration 2F (131975.930000 sec): 3 clusters
  Score: Raw -599335.083171 + Penalty 2773.694152 = -596561.389019
  nChanged 520
		SP:Iteration 3F (131976.020000 sec): 3 clusters
  Score: Raw -600020.389182 + Penalty 2773.694152 = -597246.695030
  nChanged 434
		SP:Iteration 4F (131976.110000 sec): 3 clusters
  Score: Raw -600606.867170 + Penalty 2773.694152 = -597833.173018
  nChanged 348
		SP:Iteration 5F (131976.200000 sec): 3 clusters
  Score: Raw -601021.943480 + Penalty 2773.694152 = -598248.249328
  nChanged 223
		SP:Iteration 6Q (131976.290000 sec): 3 clusters
  Score: Raw -601200.770946 + Penalty 2773.694152 = -598427.076794
  nChanged 152
		SP:Iteration 7Q (131976.380000 sec): 3 clusters
  Score: Raw -601303.080597 + Penalty 2773.694152 = -598529.386445
  nChanged 121
		SP:Iteration 8Q (131976.470000 sec): 3 clusters
  Score: Raw -601386.926614 + Penalty 2773.694152 = -598613.232462
  nChanged 88
		SP:Iteration 9Q (131976.560000 sec): 3 clusters
  Score: Raw -601436.829781 + Penalty 2773.694152 = -598663.135629
  nChanged 62
		SP:Iteration 10Q (131976.640000 sec): 3 clusters
  Score: Raw -601465.212206 + Penalty 2773.694152 = -598691.518054
  nChanged 49
		SP:Iteration 11Q (131976.740000 sec): 3 clusters
  Score: Raw -601482.136879 + Penalty 2773.694152 = -598708.442726
  nChanged 40
		SP:Iteration 12Q (131976.820000 sec): 3 clusters
  Score: Raw -601496.160248 + Penalty 2773.694152 = -598722.466096
  nChanged 35
		SP:Iteration 13Q (131976.910000 sec): 3 clusters
  Score: Raw -601507.687032 + Penalty 2773.694152 = -598733.992880
  nChanged 31
		SP:Iteration 14Q (131977.000000 sec): 3 clusters
  Score: Raw -601515.944310 + Penalty 2773.694152 = -598742.250158
  nChanged 27
		SP:Iteration 15Q (131977.090000 sec): 3 clusters
  Score: Raw -601522.950638 + Penalty 2773.694152 = -598749.256486
  nChanged 20
		SP:Iteration 16Q (131977.180000 sec): 3 clusters
  Score: Raw -601529.142840 + Penalty 2773.694152 = -598755.448688
  nChanged 23
		SP:Iteration 17Q (131977.270000 sec): 3 clusters
  Score: Raw -601536.159984 + Penalty 2773.694152 = -598762.465832
  nChanged 19
		SP:Iteration 18Q (131977.360000 sec): 3 clusters
  Score: Raw -601541.974803 + Penalty 2773.694152 = -598768.280651
  nChanged 16
		SP:Iteration 19Q (131977.440000 sec): 3 clusters
  Score: Raw -601546.184071 + Penalty 2773.694152 = -598772.489918
  nChanged 13
		SP:Iteration 20F (131977.540000 sec): 3 clusters
  Score: Raw -601549.610695 + Penalty 2773.694152 = -598775.916543
  nChanged 11
		SP:Iteration 21Q (131977.620000 sec): 3 clusters
  Score: Raw -601552.150161 + Penalty 2773.694152 = -598778.456009
  nChanged 11
		SP:Iteration 22Q (131977.710000 sec): 3 clusters
  Score: Raw -601555.035419 + Penalty 2773.694152 = -598781.341267
  nChanged 12
		SP:Iteration 23Q (131977.800000 sec): 3 clusters
  Score: Raw -601557.578601 + Penalty 2773.694152 = -598783.884449
  nChanged 8
		SP:Iteration 24Q (131977.890000 sec): 3 clusters
  Score: Raw -601559.309440 + Penalty 2773.694152 = -598785.615288
  nChanged 6
		SP:Iteration 25Q (131977.980000 sec): 3 clusters
  Score: Raw -601560.330900 + Penalty 2773.694152 = -598786.636748
  nChanged 9
		SP:Iteration 26Q (131978.070000 sec): 3 clusters
  Score: Raw -601561.833413 + Penalty 2773.694152 = -598788.139261
  nChanged 6
		SP:Iteration 27Q (131978.160000 sec): 3 clusters
  Score: Raw -601562.967318 + Penalty 2773.694152 = -598789.273166
  nChanged 5
		SP:Iteration 28Q (131978.240000 sec): 3 clusters
  Score: Raw -601563.828172 + Penalty 2773.694152 = -598790.134020
  nChanged 4
		SP:Iteration 29Q (131978.340000 sec): 3 clusters
  Score: Raw -601564.491331 + Penalty 2773.694152 = -598790.797179
  nChanged 2
		SP:Iteration 30Q (131978.420000 sec): 3 clusters
  Score: Raw -601565.003676 + Penalty 2773.694152 = -598791.309524
  nChanged 4
		SP:Iteration 31Q (131978.510000 sec): 3 clusters
  Score: Raw -601566.044701 + Penalty 2773.694152 = -598792.350549
  nChanged 5
		SP:Iteration 32Q (131978.600000 sec): 3 clusters
  Score: Raw -601567.204818 + Penalty 2773.694152 = -598793.510666
  nChanged 5
		SP:Iteration 33Q (131978.690000 sec): 3 clusters
  Score: Raw -601567.844694 + Penalty 2773.694152 = -598794.150541
  nChanged 4
		SP:Iteration 34Q (131978.780000 sec): 3 clusters
  Score: Raw -601568.472950 + Penalty 2773.694152 = -598794.778797
  nChanged 2
		SP:Iteration 35Q (131978.870000 sec): 3 clusters
  Score: Raw -601568.916999 + Penalty 2773.694152 = -598795.222847
  nChanged 2
		SP:Iteration 36Q (131978.960000 sec): 3 clusters
  Score: Raw -601569.512064 + Penalty 2773.694152 = -598795.817912
  nChanged 6
		SP:Iteration 37Q (131979.040000 sec): 3 clusters
  Score: Raw -601571.556424 + Penalty 2773.694152 = -598797.862272
  nChanged 3
		SP:Iteration 38Q (131979.130000 sec): 3 clusters
  Score: Raw -601572.099342 + Penalty 2773.694152 = -598798.405189
  nChanged 2
		SP:Iteration 39Q (131979.220000 sec): 3 clusters
  Score: Raw -601572.381743 + Penalty 2773.694152 = -598798.687591
  nChanged 3
		SP:Iteration 40F (131979.310000 sec): 3 clusters
  Score: Raw -601572.904083 + Penalty 2773.694152 = -598799.209931
  nChanged 4
		SP:Iteration 41Q (131979.400000 sec): 3 clusters
  Score: Raw -601573.668259 + Penalty 2773.694152 = -598799.974107
  nChanged 5
		SP:Iteration 42Q (131979.490000 sec): 3 clusters
  Score: Raw -601575.523700 + Penalty 2773.694152 = -598801.829548
  nChanged 8
		SP:Iteration 43Q (131979.580000 sec): 3 clusters
  Score: Raw -601577.767616 + Penalty 2773.694152 = -598804.073464
  nChanged 11
		SP:Iteration 44Q (131979.670000 sec): 3 clusters
  Score: Raw -601580.943415 + Penalty 2773.694152 = -598807.249263
  nChanged 8
		SP:Iteration 45Q (131979.760000 sec): 3 clusters
  Score: Raw -601582.945886 + Penalty 2773.694152 = -598809.251734
  nChanged 6
		SP:Iteration 46Q (131979.840000 sec): 3 clusters
  Score: Raw -601584.335892 + Penalty 2773.694152 = -598810.641740
  nChanged 4
		SP:Iteration 47Q (131979.930000 sec): 3 clusters
  Score: Raw -601585.167246 + Penalty 2773.694152 = -598811.473094
  nChanged 4
		SP:Iteration 48Q (131980.020000 sec): 3 clusters
  Score: Raw -601586.164616 + Penalty 2773.694152 = -598812.470464
  nChanged 5
		SP:Iteration 49Q (131980.110000 sec): 3 clusters
  Score: Raw -601587.323417 + Penalty 2773.694152 = -598813.629265
  nChanged 5
		SP:Iteration 50Q (131980.200000 sec): 3 clusters
  Score: Raw -601588.558983 + Penalty 2773.694152 = -598814.864831
  nChanged 0
		SP:Iteration 51F (131980.290000 sec): 3 clusters
  Score: Raw -601588.558983 + Penalty 2773.694152 = -598814.864831
  nChanged 0
  Score: Raw -118976295.832153 + Penalty 195781.915353 = -118780513.916800

Splitting cluster 38 changes total score from -118778445.346263 to -118780513.916800

 So it's getting split into cluster 87.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 39 (19297 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132245.270000 sec): 2 clusters
  Score: Raw -2236234.179636 + Penalty 1603.502050 = -2234630.677586
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132245.490000 sec): 3 clusters
  Score: Raw -2224746.043078 + Penalty 3207.004100 = -2221539.038979
  nChanged 8702
		SP:Iteration 1F (132245.720000 sec): 3 clusters
  Score: Raw -2229754.831560 + Penalty 3207.004100 = -2226547.827461
  nChanged 1315
		SP:Iteration 2F (132245.940000 sec): 3 clusters
  Score: Raw -2230542.086682 + Penalty 3207.004100 = -2227335.082583
  nChanged 1379
		SP:Iteration 3F (132246.170000 sec): 3 clusters
  Score: Raw -2231400.808719 + Penalty 3207.004100 = -2228193.804619
  nChanged 1389
		SP:Iteration 4F (132246.410000 sec): 3 clusters
  Score: Raw -2232255.491205 + Penalty 3207.004100 = -2229048.487105
  nChanged 1237
		SP:Iteration 5F (132246.650000 sec): 3 clusters
  Score: Raw -2232978.053932 + Penalty 3207.004100 = -2229771.049832
  nChanged 1049
		SP:Iteration 6F (132246.870000 sec): 3 clusters
  Score: Raw -2233479.252201 + Penalty 3207.004100 = -2230272.248102
  nChanged 862
		SP:Iteration 7Q (132247.100000 sec): 3 clusters
  Score: Raw -2233855.565119 + Penalty 3207.004100 = -2230648.561019
  nChanged 688
		SP:Iteration 8Q (132247.320000 sec): 3 clusters
  Score: Raw -2234146.148543 + Penalty 3207.004100 = -2230939.144443
  nChanged 603
		SP:Iteration 9Q (132247.560000 sec): 3 clusters
  Score: Raw -2234408.438655 + Penalty 3207.004100 = -2231201.434555
  nChanged 582
		SP:Iteration 10Q (132247.780000 sec): 3 clusters
  Score: Raw -2234663.645259 + Penalty 3207.004100 = -2231456.641159
  nChanged 543
		SP:Iteration 11Q (132248.010000 sec): 3 clusters
  Score: Raw -2234910.945991 + Penalty 3207.004100 = -2231703.941891
  nChanged 524
		SP:Iteration 12Q (132248.230000 sec): 3 clusters
  Score: Raw -2235152.164902 + Penalty 3207.004100 = -2231945.160802
  nChanged 473
		SP:Iteration 13Q (132248.460000 sec): 3 clusters
  Score: Raw -2235378.213315 + Penalty 3207.004100 = -2232171.209216
  nChanged 467
		SP:Iteration 14Q (132248.710000 sec): 3 clusters
  Score: Raw -2235619.995553 + Penalty 3207.004100 = -2232412.991454
  nChanged 418
		SP:Iteration 15Q (132248.950000 sec): 3 clusters
  Score: Raw -2235838.522836 + Penalty 3207.004100 = -2232631.518737
  nChanged 363
		SP:Iteration 16Q (132249.170000 sec): 3 clusters
  Score: Raw -2236035.910395 + Penalty 3207.004100 = -2232828.906295
  nChanged 306
		SP:Iteration 17Q (132249.410000 sec): 3 clusters
  Score: Raw -2236195.253411 + Penalty 3207.004100 = -2232988.249311
  nChanged 238
		SP:Iteration 18Q (132249.630000 sec): 3 clusters
  Score: Raw -2236313.999693 + Penalty 3207.004100 = -2233106.995594
  nChanged 177
		SP:Iteration 19Q (132249.860000 sec): 3 clusters
  Score: Raw -2236399.166084 + Penalty 3207.004100 = -2233192.161984
  nChanged 127
		SP:Iteration 20F (132250.080000 sec): 3 clusters
  Score: Raw -2236455.181695 + Penalty 3207.004100 = -2233248.177595
  nChanged 102
		SP:Iteration 21Q (132250.310000 sec): 3 clusters
  Score: Raw -2236503.665305 + Penalty 3207.004100 = -2233296.661205
  nChanged 81
		SP:Iteration 22Q (132250.530000 sec): 3 clusters
  Score: Raw -2236538.485257 + Penalty 3207.004100 = -2233331.481158
  nChanged 57
		SP:Iteration 23Q (132250.750000 sec): 3 clusters
  Score: Raw -2236564.209730 + Penalty 3207.004100 = -2233357.205631
  nChanged 50
		SP:Iteration 24Q (132250.990000 sec): 3 clusters
  Score: Raw -2236588.167266 + Penalty 3207.004100 = -2233381.163167
  nChanged 39
		SP:Iteration 25Q (132251.210000 sec): 3 clusters
  Score: Raw -2236607.340315 + Penalty 3207.004100 = -2233400.336215
  nChanged 28
		SP:Iteration 26Q (132251.450000 sec): 3 clusters
  Score: Raw -2236620.688119 + Penalty 3207.004100 = -2233413.684019
  nChanged 20
		SP:Iteration 27Q (132251.670000 sec): 3 clusters
  Score: Raw -2236628.479526 + Penalty 3207.004100 = -2233421.475426
  nChanged 20
		SP:Iteration 28Q (132251.910000 sec): 3 clusters
  Score: Raw -2236638.295791 + Penalty 3207.004100 = -2233431.291691
  nChanged 18
		SP:Iteration 29Q (132252.120000 sec): 3 clusters
  Score: Raw -2236646.365795 + Penalty 3207.004100 = -2233439.361695
  nChanged 12
		SP:Iteration 30Q (132252.350000 sec): 3 clusters
  Score: Raw -2236650.787903 + Penalty 3207.004100 = -2233443.783804
  nChanged 9
		SP:Iteration 31Q (132252.550000 sec): 3 clusters
  Score: Raw -2236653.349746 + Penalty 3207.004100 = -2233446.345646
  nChanged 5
		SP:Iteration 32Q (132252.770000 sec): 3 clusters
  Score: Raw -2236655.084688 + Penalty 3207.004100 = -2233448.080588
  nChanged 6
		SP:Iteration 33Q (132253.010000 sec): 3 clusters
  Score: Raw -2236658.686697 + Penalty 3207.004100 = -2233451.682598
  nChanged 7
		SP:Iteration 34Q (132253.220000 sec): 3 clusters
  Score: Raw -2236660.913158 + Penalty 3207.004100 = -2233453.909058
  nChanged 5
		SP:Iteration 35Q (132253.460000 sec): 3 clusters
  Score: Raw -2236662.530600 + Penalty 3207.004100 = -2233455.526500
  nChanged 2
		SP:Iteration 36Q (132253.670000 sec): 3 clusters
  Score: Raw -2236663.506997 + Penalty 3207.004100 = -2233456.502898
  nChanged 4
		SP:Iteration 37Q (132253.890000 sec): 3 clusters
  Score: Raw -2236664.823899 + Penalty 3207.004100 = -2233457.819799
  nChanged 4
		SP:Iteration 38Q (132254.130000 sec): 3 clusters
  Score: Raw -2236666.165541 + Penalty 3207.004100 = -2233459.161441
  nChanged 4
		SP:Iteration 39Q (132254.340000 sec): 3 clusters
  Score: Raw -2236667.365113 + Penalty 3207.004100 = -2233460.361013
  nChanged 5
		SP:Iteration 40F (132254.600000 sec): 3 clusters
  Score: Raw -2236670.559717 + Penalty 3207.004100 = -2233463.555617
  nChanged 7
		SP:Iteration 41Q (132254.820000 sec): 3 clusters
  Score: Raw -2236673.691073 + Penalty 3207.004100 = -2233466.686973
  nChanged 2
		SP:Iteration 42Q (132255.060000 sec): 3 clusters
  Score: Raw -2236674.068937 + Penalty 3207.004100 = -2233467.064837
  nChanged 2
		SP:Iteration 43Q (132255.260000 sec): 3 clusters
  Score: Raw -2236675.669993 + Penalty 3207.004100 = -2233468.665893
  nChanged 5
		SP:Iteration 44Q (132255.510000 sec): 3 clusters
  Score: Raw -2236678.806996 + Penalty 3207.004100 = -2233471.802896
  nChanged 4
		SP:Iteration 45Q (132255.710000 sec): 3 clusters
  Score: Raw -2236680.703927 + Penalty 3207.004100 = -2233473.699827
  nChanged 2
		SP:Iteration 46Q (132255.930000 sec): 3 clusters
  Score: Raw -2236681.161843 + Penalty 3207.004100 = -2233474.157743
  nChanged 0
		SP:Iteration 47F (132256.180000 sec): 3 clusters
  Score: Raw -2236681.161843 + Penalty 3207.004100 = -2233474.157743
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 40 (17818 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132256.360000 sec): 2 clusters
  Score: Raw -2075809.960854 + Penalty 1590.544225 = -2074219.416629
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132256.650000 sec): 3 clusters
  Score: Raw -2065161.063271 + Penalty 3181.088450 = -2061979.974821
  nChanged 8068
		SP:Iteration 1F (132256.840000 sec): 3 clusters
  Score: Raw -2070003.554464 + Penalty 3181.088450 = -2066822.466014
  nChanged 1292
		SP:Iteration 2F (132257.060000 sec): 3 clusters
  Score: Raw -2070929.220847 + Penalty 3181.088450 = -2067748.132397
  nChanged 1333
		SP:Iteration 3F (132257.370000 sec): 3 clusters
  Score: Raw -2072012.277904 + Penalty 3181.088450 = -2068831.189454
  nChanged 1391
		SP:Iteration 4F (132257.610000 sec): 3 clusters
  Score: Raw -2073351.149876 + Penalty 3181.088450 = -2070170.061426
  nChanged 1337
		SP:Iteration 5F (132257.800000 sec): 3 clusters
  Score: Raw -2074600.750469 + Penalty 3181.088450 = -2071419.662019
  nChanged 1235
		SP:Iteration 6F (132258.020000 sec): 3 clusters
  Score: Raw -2075782.644686 + Penalty 3181.088450 = -2072601.556236
  nChanged 1119
		SP:Iteration 7F (132258.260000 sec): 3 clusters
  Score: Raw -2076817.282526 + Penalty 3181.088450 = -2073636.194076
  nChanged 981
		SP:Iteration 8F (132258.450000 sec): 3 clusters
  Score: Raw -2077800.357212 + Penalty 3181.088450 = -2074619.268762
  nChanged 730
		SP:Iteration 9Q (132258.660000 sec): 3 clusters
  Score: Raw -2078526.777745 + Penalty 3181.088450 = -2075345.689295
  nChanged 480
		SP:Iteration 10Q (132258.920000 sec): 3 clusters
  Score: Raw -2078899.799215 + Penalty 3181.088450 = -2075718.710765
  nChanged 304
		SP:Iteration 11Q (132259.110000 sec): 3 clusters
  Score: Raw -2079017.863680 + Penalty 3181.088450 = -2075836.775230
  nChanged 164
		SP:Iteration 12Q (132259.290000 sec): 3 clusters
  Score: Raw -2079055.702175 + Penalty 3181.088450 = -2075874.613725
  nChanged 85
		SP:Iteration 13Q (132259.500000 sec): 3 clusters
  Score: Raw -2079074.323922 + Penalty 3181.088450 = -2075893.235472
  nChanged 74
		SP:Iteration 14Q (132259.760000 sec): 3 clusters
  Score: Raw -2079085.809210 + Penalty 3181.088450 = -2075904.720761
  nChanged 59
		SP:Iteration 15Q (132259.940000 sec): 3 clusters
  Score: Raw -2079093.197575 + Penalty 3181.088450 = -2075912.109126
  nChanged 49
		SP:Iteration 16Q (132260.130000 sec): 3 clusters
  Score: Raw -2079098.958742 + Penalty 3181.088450 = -2075917.870292
  nChanged 38
		SP:Iteration 17Q (132260.340000 sec): 3 clusters
  Score: Raw -2079104.072729 + Penalty 3181.088450 = -2075922.984279
  nChanged 34
		SP:Iteration 18Q (132260.590000 sec): 3 clusters
  Score: Raw -2079109.167856 + Penalty 3181.088450 = -2075928.079407
  nChanged 29
		SP:Iteration 19Q (132260.780000 sec): 3 clusters
  Score: Raw -2079112.797490 + Penalty 3181.088450 = -2075931.709040
  nChanged 23
		SP:Iteration 20F (132260.980000 sec): 3 clusters
  Score: Raw -2079115.516954 + Penalty 3181.088450 = -2075934.428504
  nChanged 26
		SP:Iteration 21Q (132261.180000 sec): 3 clusters
  Score: Raw -2079118.373639 + Penalty 3181.088450 = -2075937.285189
  nChanged 17
		SP:Iteration 22Q (132261.410000 sec): 3 clusters
  Score: Raw -2079120.092794 + Penalty 3181.088450 = -2075939.004344
  nChanged 13
		SP:Iteration 23Q (132261.590000 sec): 3 clusters
  Score: Raw -2079121.215157 + Penalty 3181.088450 = -2075940.126707
  nChanged 11
		SP:Iteration 24Q (132261.790000 sec): 3 clusters
  Score: Raw -2079122.177091 + Penalty 3181.088450 = -2075941.088641
  nChanged 9
		SP:Iteration 25Q (132261.970000 sec): 3 clusters
  Score: Raw -2079122.807999 + Penalty 3181.088450 = -2075941.719549
  nChanged 8
		SP:Iteration 26Q (132262.170000 sec): 3 clusters
  Score: Raw -2079123.257804 + Penalty 3181.088450 = -2075942.169354
  nChanged 2
		SP:Iteration 27Q (132262.430000 sec): 3 clusters
  Score: Raw -2079123.359622 + Penalty 3181.088450 = -2075942.271172
  nChanged 3
		SP:Iteration 28Q (132262.610000 sec): 3 clusters
  Score: Raw -2079123.485229 + Penalty 3181.088450 = -2075942.396779
  nChanged 3
		SP:Iteration 29Q (132262.800000 sec): 3 clusters
  Score: Raw -2079123.607698 + Penalty 3181.088450 = -2075942.519248
  nChanged 3
		SP:Iteration 30Q (132262.990000 sec): 3 clusters
  Score: Raw -2079123.820876 + Penalty 3181.088450 = -2075942.732426
  nChanged 2
		SP:Iteration 31Q (132263.190000 sec): 3 clusters
  Score: Raw -2079123.896968 + Penalty 3181.088450 = -2075942.808518
  nChanged 3
		SP:Iteration 32Q (132263.450000 sec): 3 clusters
  Score: Raw -2079124.168537 + Penalty 3181.088450 = -2075943.080087
  nChanged 2
		SP:Iteration 33Q (132263.630000 sec): 3 clusters
  Score: Raw -2079124.245442 + Penalty 3181.088450 = -2075943.156992
  nChanged 1
		SP:Iteration 34Q (132263.820000 sec): 3 clusters
  Score: Raw -2079124.328267 + Penalty 3181.088450 = -2075943.239817
  nChanged 1
		SP:Iteration 35Q (132264.010000 sec): 3 clusters
  Score: Raw -2079124.358287 + Penalty 3181.088450 = -2075943.269837
  nChanged 1
		SP:Iteration 36Q (132264.270000 sec): 3 clusters
  Score: Raw -2079124.377621 + Penalty 3181.088450 = -2075943.289171
  nChanged 0
		SP:Iteration 37F (132264.470000 sec): 3 clusters
  Score: Raw -2079124.377621 + Penalty 3181.088450 = -2075943.289171
  nChanged 0
  Score: Raw -118979610.248919 + Penalty 198032.282196 = -118781577.966723

Splitting cluster 40 changes total score from -118778445.346263 to -118781577.966723

 So it's getting split into cluster 88.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 41 (16425 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132532.670000 sec): 2 clusters
  Score: Raw -1954333.285996 + Penalty 1577.315975 = -1952755.970022
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132532.950000 sec): 3 clusters
  Score: Raw -1944595.650755 + Penalty 3154.631949 = -1941441.018806
  nChanged 7336
		SP:Iteration 1F (132533.140000 sec): 3 clusters
  Score: Raw -1948723.762240 + Penalty 3154.631949 = -1945569.130291
  nChanged 987
		SP:Iteration 2F (132533.360000 sec): 3 clusters
  Score: Raw -1949151.359351 + Penalty 3154.631949 = -1945996.727402
  nChanged 932
		SP:Iteration 3F (132533.550000 sec): 3 clusters
  Score: Raw -1949611.601429 + Penalty 3154.631949 = -1946456.969480
  nChanged 893
		SP:Iteration 4F (132533.750000 sec): 3 clusters
  Score: Raw -1950089.733199 + Penalty 3154.631949 = -1946935.101250
  nChanged 848
		SP:Iteration 5F (132533.950000 sec): 3 clusters
  Score: Raw -1950523.725863 + Penalty 3154.631949 = -1947369.093914
  nChanged 803
		SP:Iteration 6Q (132534.200000 sec): 3 clusters
  Score: Raw -1950946.108707 + Penalty 3154.631949 = -1947791.476758
  nChanged 759
		SP:Iteration 7Q (132534.420000 sec): 3 clusters
  Score: Raw -1951305.714519 + Penalty 3154.631949 = -1948151.082570
  nChanged 679
		SP:Iteration 8Q (132534.610000 sec): 3 clusters
  Score: Raw -1951603.069025 + Penalty 3154.631949 = -1948448.437076
  nChanged 623
		SP:Iteration 9Q (132534.800000 sec): 3 clusters
  Score: Raw -1951855.543181 + Penalty 3154.631949 = -1948700.911232
  nChanged 563
		SP:Iteration 10Q (132534.980000 sec): 3 clusters
  Score: Raw -1952079.962421 + Penalty 3154.631949 = -1948925.330472
  nChanged 499
		SP:Iteration 11Q (132535.170000 sec): 3 clusters
  Score: Raw -1952256.692537 + Penalty 3154.631949 = -1949102.060588
  nChanged 419
		SP:Iteration 12Q (132535.360000 sec): 3 clusters
  Score: Raw -1952401.989014 + Penalty 3154.631949 = -1949247.357065
  nChanged 376
		SP:Iteration 13Q (132535.550000 sec): 3 clusters
  Score: Raw -1952535.839467 + Penalty 3154.631949 = -1949381.207518
  nChanged 346
		SP:Iteration 14Q (132535.740000 sec): 3 clusters
  Score: Raw -1952662.880165 + Penalty 3154.631949 = -1949508.248216
  nChanged 361
		SP:Iteration 15Q (132535.920000 sec): 3 clusters
  Score: Raw -1952808.035486 + Penalty 3154.631949 = -1949653.403537
  nChanged 356
		SP:Iteration 16Q (132536.110000 sec): 3 clusters
  Score: Raw -1952984.711822 + Penalty 3154.631949 = -1949830.079873
  nChanged 393
		SP:Iteration 17Q (132536.300000 sec): 3 clusters
  Score: Raw -1953193.339492 + Penalty 3154.631949 = -1950038.707543
  nChanged 406
		SP:Iteration 18Q (132536.480000 sec): 3 clusters
  Score: Raw -1953406.712630 + Penalty 3154.631949 = -1950252.080680
  nChanged 339
		SP:Iteration 19Q (132536.670000 sec): 3 clusters
  Score: Raw -1953563.210820 + Penalty 3154.631949 = -1950408.578871
  nChanged 300
		SP:Iteration 20F (132536.850000 sec): 3 clusters
  Score: Raw -1953684.523135 + Penalty 3154.631949 = -1950529.891186
  nChanged 292
		SP:Iteration 21Q (132537.040000 sec): 3 clusters
  Score: Raw -1953782.674097 + Penalty 3154.631949 = -1950628.042148
  nChanged 248
		SP:Iteration 22Q (132537.220000 sec): 3 clusters
  Score: Raw -1953858.546389 + Penalty 3154.631949 = -1950703.914440
  nChanged 223
		SP:Iteration 23Q (132537.400000 sec): 3 clusters
  Score: Raw -1953930.908325 + Penalty 3154.631949 = -1950776.276376
  nChanged 233
		SP:Iteration 24Q (132537.580000 sec): 3 clusters
  Score: Raw -1954006.807401 + Penalty 3154.631949 = -1950852.175452
  nChanged 229
		SP:Iteration 25Q (132537.760000 sec): 3 clusters
  Score: Raw -1954078.190589 + Penalty 3154.631949 = -1950923.558640
  nChanged 199
		SP:Iteration 26Q (132537.940000 sec): 3 clusters
  Score: Raw -1954138.289573 + Penalty 3154.631949 = -1950983.657624
  nChanged 209
		SP:Iteration 27Q (132538.120000 sec): 3 clusters
  Score: Raw -1954201.970545 + Penalty 3154.631949 = -1951047.338596
  nChanged 212
		SP:Iteration 28Q (132538.300000 sec): 3 clusters
  Score: Raw -1954271.332557 + Penalty 3154.631949 = -1951116.700608
  nChanged 201
		SP:Iteration 29Q (132538.480000 sec): 3 clusters
  Score: Raw -1954336.206453 + Penalty 3154.631949 = -1951181.574504
  nChanged 189
		SP:Iteration 30Q (132538.660000 sec): 3 clusters
  Score: Raw -1954402.548536 + Penalty 3154.631949 = -1951247.916587
  nChanged 159
		SP:Iteration 31Q (132538.840000 sec): 3 clusters
  Score: Raw -1954460.479997 + Penalty 3154.631949 = -1951305.848048
  nChanged 156
		SP:Iteration 32Q (132539.020000 sec): 3 clusters
  Score: Raw -1954528.862490 + Penalty 3154.631949 = -1951374.230541
  nChanged 168
		SP:Iteration 33Q (132539.200000 sec): 3 clusters
  Score: Raw -1954606.402573 + Penalty 3154.631949 = -1951451.770624
  nChanged 134
		SP:Iteration 34Q (132539.410000 sec): 3 clusters
  Score: Raw -1954660.753155 + Penalty 3154.631949 = -1951506.121206
  nChanged 109
		SP:Iteration 35Q (132539.580000 sec): 3 clusters
  Score: Raw -1954700.007912 + Penalty 3154.631949 = -1951545.375963
  nChanged 73
		SP:Iteration 36Q (132539.760000 sec): 3 clusters
  Score: Raw -1954726.564654 + Penalty 3154.631949 = -1951571.932705
  nChanged 73
		SP:Iteration 37Q (132539.940000 sec): 3 clusters
  Score: Raw -1954754.576522 + Penalty 3154.631949 = -1951599.944572
  nChanged 55
		SP:Iteration 38Q (132540.120000 sec): 3 clusters
  Score: Raw -1954780.049844 + Penalty 3154.631949 = -1951625.417894
  nChanged 60
		SP:Iteration 39Q (132540.320000 sec): 3 clusters
  Score: Raw -1954810.824177 + Penalty 3154.631949 = -1951656.192228
  nChanged 58
		SP:Iteration 40F (132540.510000 sec): 3 clusters
  Score: Raw -1954834.838474 + Penalty 3154.631949 = -1951680.206525
  nChanged 56
		SP:Iteration 41Q (132540.690000 sec): 3 clusters
  Score: Raw -1954854.040202 + Penalty 3154.631949 = -1951699.408253
  nChanged 43
		SP:Iteration 42Q (132540.860000 sec): 3 clusters
  Score: Raw -1954870.463717 + Penalty 3154.631949 = -1951715.831768
  nChanged 49
		SP:Iteration 43Q (132541.070000 sec): 3 clusters
  Score: Raw -1954887.871321 + Penalty 3154.631949 = -1951733.239372
  nChanged 45
		SP:Iteration 44Q (132541.240000 sec): 3 clusters
  Score: Raw -1954903.915320 + Penalty 3154.631949 = -1951749.283371
  nChanged 36
		SP:Iteration 45Q (132541.420000 sec): 3 clusters
  Score: Raw -1954921.445951 + Penalty 3154.631949 = -1951766.814002
  nChanged 30
		SP:Iteration 46Q (132541.620000 sec): 3 clusters
  Score: Raw -1954941.320824 + Penalty 3154.631949 = -1951786.688875
  nChanged 31
		SP:Iteration 47Q (132541.790000 sec): 3 clusters
  Score: Raw -1954958.061027 + Penalty 3154.631949 = -1951803.429078
  nChanged 31
		SP:Iteration 48Q (132541.970000 sec): 3 clusters
  Score: Raw -1954969.011736 + Penalty 3154.631949 = -1951814.379787
  nChanged 29
		SP:Iteration 49Q (132542.170000 sec): 3 clusters
  Score: Raw -1954979.095968 + Penalty 3154.631949 = -1951824.464019
  nChanged 27
		SP:Iteration 50Q (132542.340000 sec): 3 clusters
  Score: Raw -1954988.800551 + Penalty 3154.631949 = -1951834.168602
  nChanged 22
		SP:Iteration 51Q (132542.530000 sec): 3 clusters
  Score: Raw -1954994.850889 + Penalty 3154.631949 = -1951840.218940
  nChanged 13
		SP:Iteration 52Q (132542.730000 sec): 3 clusters
  Score: Raw -1954998.357731 + Penalty 3154.631949 = -1951843.725782
  nChanged 13
		SP:Iteration 53Q (132542.900000 sec): 3 clusters
  Score: Raw -1955000.453562 + Penalty 3154.631949 = -1951845.821613
  nChanged 7
		SP:Iteration 54Q (132543.080000 sec): 3 clusters
  Score: Raw -1955001.917034 + Penalty 3154.631949 = -1951847.285085
  nChanged 7
		SP:Iteration 55Q (132543.280000 sec): 3 clusters
  Score: Raw -1955003.252945 + Penalty 3154.631949 = -1951848.620996
  nChanged 2
		SP:Iteration 56Q (132543.450000 sec): 3 clusters
  Score: Raw -1955003.477563 + Penalty 3154.631949 = -1951848.845614
  nChanged 1
		SP:Iteration 57Q (132543.650000 sec): 3 clusters
  Score: Raw -1955003.719616 + Penalty 3154.631949 = -1951849.087667
  nChanged 1
		SP:Iteration 58Q (132543.830000 sec): 3 clusters
  Score: Raw -1955003.799801 + Penalty 3154.631949 = -1951849.167852
  nChanged 2
		SP:Iteration 59Q (132544.000000 sec): 3 clusters
  Score: Raw -1955004.551806 + Penalty 3154.631949 = -1951849.919857
  nChanged 2
		SP:Iteration 60F (132544.220000 sec): 3 clusters
  Score: Raw -1955004.962395 + Penalty 3154.631949 = -1951850.330446
  nChanged 3
		SP:Iteration 61Q (132544.390000 sec): 3 clusters
  Score: Raw -1955005.436006 + Penalty 3154.631949 = -1951850.804057
  nChanged 2
		SP:Iteration 62Q (132544.560000 sec): 3 clusters
  Score: Raw -1955005.853466 + Penalty 3154.631949 = -1951851.221517
  nChanged 1
		SP:Iteration 63Q (132544.760000 sec): 3 clusters
  Score: Raw -1955006.015528 + Penalty 3154.631949 = -1951851.383579
  nChanged 0
		SP:Iteration 64F (132544.950000 sec): 3 clusters
  Score: Raw -1955006.015528 + Penalty 3154.631949 = -1951851.383579
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 42 (18684 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132545.130000 sec): 2 clusters
  Score: Raw -2144146.755559 + Penalty 1598.256209 = -2142548.499350
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132545.430000 sec): 3 clusters
  Score: Raw -2133114.101245 + Penalty 3196.512417 = -2129917.588828
  nChanged 8361
		SP:Iteration 1F (132545.650000 sec): 3 clusters
  Score: Raw -2139443.314420 + Penalty 3196.512417 = -2136246.802003
  nChanged 1946
		SP:Iteration 2F (132545.910000 sec): 3 clusters
  Score: Raw -2141400.007802 + Penalty 3196.512417 = -2138203.495385
  nChanged 1835
		SP:Iteration 3F (132546.140000 sec): 3 clusters
  Score: Raw -2142915.637180 + Penalty 3196.512417 = -2139719.124763
  nChanged 1432
		SP:Iteration 4F (132546.390000 sec): 3 clusters
  Score: Raw -2143947.771883 + Penalty 3196.512417 = -2140751.259466
  nChanged 1055
		SP:Iteration 5F (132546.610000 sec): 3 clusters
  Score: Raw -2144533.617868 + Penalty 3196.512417 = -2141337.105451
  nChanged 698
		SP:Iteration 6Q (132546.870000 sec): 3 clusters
  Score: Raw -2144853.917468 + Penalty 3196.512417 = -2141657.405051
  nChanged 460
		SP:Iteration 7Q (132547.070000 sec): 3 clusters
  Score: Raw -2145039.639925 + Penalty 3196.512417 = -2141843.127508
  nChanged 408
		SP:Iteration 8Q (132547.340000 sec): 3 clusters
  Score: Raw -2145181.581429 + Penalty 3196.512417 = -2141985.069012
  nChanged 326
		SP:Iteration 9Q (132547.560000 sec): 3 clusters
  Score: Raw -2145281.329991 + Penalty 3196.512417 = -2142084.817574
  nChanged 285
		SP:Iteration 10Q (132547.820000 sec): 3 clusters
  Score: Raw -2145374.480957 + Penalty 3196.512417 = -2142177.968540
  nChanged 288
		SP:Iteration 11Q (132548.030000 sec): 3 clusters
  Score: Raw -2145469.304816 + Penalty 3196.512417 = -2142272.792399
  nChanged 268
		SP:Iteration 12Q (132548.290000 sec): 3 clusters
  Score: Raw -2145549.060197 + Penalty 3196.512417 = -2142352.547780
  nChanged 247
		SP:Iteration 13Q (132548.500000 sec): 3 clusters
  Score: Raw -2145627.803805 + Penalty 3196.512417 = -2142431.291388
  nChanged 227
		SP:Iteration 14Q (132548.760000 sec): 3 clusters
  Score: Raw -2145686.404475 + Penalty 3196.512417 = -2142489.892058
  nChanged 189
		SP:Iteration 15Q (132548.970000 sec): 3 clusters
  Score: Raw -2145732.138779 + Penalty 3196.512417 = -2142535.626362
  nChanged 178
		SP:Iteration 16Q (132549.230000 sec): 3 clusters
  Score: Raw -2145773.858816 + Penalty 3196.512417 = -2142577.346399
  nChanged 162
		SP:Iteration 17Q (132549.440000 sec): 3 clusters
  Score: Raw -2145819.953625 + Penalty 3196.512417 = -2142623.441208
  nChanged 189
		SP:Iteration 18Q (132549.700000 sec): 3 clusters
  Score: Raw -2145875.243924 + Penalty 3196.512417 = -2142678.731507
  nChanged 188
		SP:Iteration 19Q (132549.910000 sec): 3 clusters
  Score: Raw -2145927.796800 + Penalty 3196.512417 = -2142731.284383
  nChanged 192
		SP:Iteration 20F (132550.130000 sec): 3 clusters
  Score: Raw -2145978.465096 + Penalty 3196.512417 = -2142781.952679
  nChanged 161
		SP:Iteration 21Q (132550.360000 sec): 3 clusters
  Score: Raw -2146024.295061 + Penalty 3196.512417 = -2142827.782644
  nChanged 158
		SP:Iteration 22Q (132550.580000 sec): 3 clusters
  Score: Raw -2146065.833519 + Penalty 3196.512417 = -2142869.321102
  nChanged 144
		SP:Iteration 23Q (132550.830000 sec): 3 clusters
  Score: Raw -2146106.257620 + Penalty 3196.512417 = -2142909.745203
  nChanged 141
		SP:Iteration 24Q (132551.030000 sec): 3 clusters
  Score: Raw -2146139.367494 + Penalty 3196.512417 = -2142942.855077
  nChanged 106
		SP:Iteration 25Q (132551.240000 sec): 3 clusters
  Score: Raw -2146159.419886 + Penalty 3196.512417 = -2142962.907469
  nChanged 96
		SP:Iteration 26Q (132551.480000 sec): 3 clusters
  Score: Raw -2146177.735660 + Penalty 3196.512417 = -2142981.223243
  nChanged 80
		SP:Iteration 27Q (132551.680000 sec): 3 clusters
  Score: Raw -2146193.824164 + Penalty 3196.512417 = -2142997.311747
  nChanged 66
		SP:Iteration 28Q (132551.950000 sec): 3 clusters
  Score: Raw -2146207.767080 + Penalty 3196.512417 = -2143011.254663
  nChanged 71
		SP:Iteration 29Q (132552.160000 sec): 3 clusters
  Score: Raw -2146222.122029 + Penalty 3196.512417 = -2143025.609612
  nChanged 65
		SP:Iteration 30Q (132552.380000 sec): 3 clusters
  Score: Raw -2146233.450891 + Penalty 3196.512417 = -2143036.938473
  nChanged 50
		SP:Iteration 31Q (132552.620000 sec): 3 clusters
  Score: Raw -2146243.500616 + Penalty 3196.512417 = -2143046.988199
  nChanged 48
		SP:Iteration 32Q (132552.830000 sec): 3 clusters
  Score: Raw -2146252.436122 + Penalty 3196.512417 = -2143055.923705
  nChanged 49
		SP:Iteration 33Q (132553.070000 sec): 3 clusters
  Score: Raw -2146261.817605 + Penalty 3196.512417 = -2143065.305188
  nChanged 47
		SP:Iteration 34Q (132553.270000 sec): 3 clusters
  Score: Raw -2146270.770964 + Penalty 3196.512417 = -2143074.258547
  nChanged 38
		SP:Iteration 35Q (132553.490000 sec): 3 clusters
  Score: Raw -2146276.585323 + Penalty 3196.512417 = -2143080.072906
  nChanged 19
		SP:Iteration 36Q (132553.720000 sec): 3 clusters
  Score: Raw -2146279.577086 + Penalty 3196.512417 = -2143083.064669
  nChanged 12
		SP:Iteration 37Q (132553.930000 sec): 3 clusters
  Score: Raw -2146281.316321 + Penalty 3196.512417 = -2143084.803904
  nChanged 16
		SP:Iteration 38Q (132554.200000 sec): 3 clusters
  Score: Raw -2146283.369853 + Penalty 3196.512417 = -2143086.857436
  nChanged 13
		SP:Iteration 39Q (132554.400000 sec): 3 clusters
  Score: Raw -2146284.927401 + Penalty 3196.512417 = -2143088.414984
  nChanged 12
		SP:Iteration 40F (132554.630000 sec): 3 clusters
  Score: Raw -2146286.284693 + Penalty 3196.512417 = -2143089.772276
  nChanged 5
		SP:Iteration 41Q (132554.870000 sec): 3 clusters
  Score: Raw -2146286.861202 + Penalty 3196.512417 = -2143090.348785
  nChanged 6
		SP:Iteration 42Q (132555.070000 sec): 3 clusters
  Score: Raw -2146287.603040 + Penalty 3196.512417 = -2143091.090623
  nChanged 8
		SP:Iteration 43Q (132555.310000 sec): 3 clusters
  Score: Raw -2146288.621804 + Penalty 3196.512417 = -2143092.109387
  nChanged 6
		SP:Iteration 44Q (132555.510000 sec): 3 clusters
  Score: Raw -2146289.348561 + Penalty 3196.512417 = -2143092.836144
  nChanged 3
		SP:Iteration 45Q (132555.760000 sec): 3 clusters
  Score: Raw -2146289.918888 + Penalty 3196.512417 = -2143093.406471
  nChanged 7
		SP:Iteration 46Q (132555.960000 sec): 3 clusters
  Score: Raw -2146290.780954 + Penalty 3196.512417 = -2143094.268537
  nChanged 3
		SP:Iteration 47Q (132556.160000 sec): 3 clusters
  Score: Raw -2146291.123626 + Penalty 3196.512417 = -2143094.611209
  nChanged 3
		SP:Iteration 48Q (132556.370000 sec): 3 clusters
  Score: Raw -2146291.593695 + Penalty 3196.512417 = -2143095.081278
  nChanged 4
		SP:Iteration 49Q (132556.600000 sec): 3 clusters
  Score: Raw -2146292.227361 + Penalty 3196.512417 = -2143095.714944
  nChanged 6
		SP:Iteration 50Q (132556.810000 sec): 3 clusters
  Score: Raw -2146293.040868 + Penalty 3196.512417 = -2143096.528451
  nChanged 6
		SP:Iteration 51Q (132557.080000 sec): 3 clusters
  Score: Raw -2146294.449728 + Penalty 3196.512417 = -2143097.937311
  nChanged 9
		SP:Iteration 52Q (132557.280000 sec): 3 clusters
  Score: Raw -2146295.600659 + Penalty 3196.512417 = -2143099.088242
  nChanged 5
		SP:Iteration 53Q (132557.500000 sec): 3 clusters
  Score: Raw -2146295.946896 + Penalty 3196.512417 = -2143099.434479
  nChanged 3
		SP:Iteration 54Q (132557.730000 sec): 3 clusters
  Score: Raw -2146296.285895 + Penalty 3196.512417 = -2143099.773478
  nChanged 4
		SP:Iteration 55Q (132557.940000 sec): 3 clusters
  Score: Raw -2146296.652018 + Penalty 3196.512417 = -2143100.139601
  nChanged 6
		SP:Iteration 56Q (132558.210000 sec): 3 clusters
  Score: Raw -2146297.691724 + Penalty 3196.512417 = -2143101.179307
  nChanged 7
		SP:Iteration 57Q (132558.410000 sec): 3 clusters
  Score: Raw -2146298.296950 + Penalty 3196.512417 = -2143101.784533
  nChanged 5
		SP:Iteration 58Q (132558.630000 sec): 3 clusters
  Score: Raw -2146298.761293 + Penalty 3196.512417 = -2143102.248876
  nChanged 5
		SP:Iteration 59Q (132558.860000 sec): 3 clusters
  Score: Raw -2146299.217507 + Penalty 3196.512417 = -2143102.705090
  nChanged 3
		SP:Iteration 60F (132559.070000 sec): 3 clusters
  Score: Raw -2146299.699450 + Penalty 3196.512417 = -2143103.187033
  nChanged 2
		SP:Iteration 61Q (132559.330000 sec): 3 clusters
  Score: Raw -2146299.910251 + Penalty 3196.512417 = -2143103.397834
  nChanged 1
		SP:Iteration 62Q (132559.530000 sec): 3 clusters
  Score: Raw -2146299.980914 + Penalty 3196.512417 = -2143103.468497
  nChanged 1
		SP:Iteration 63Q (132559.740000 sec): 3 clusters
  Score: Raw -2146300.028160 + Penalty 3196.512417 = -2143103.515743
  nChanged 0
		SP:Iteration 64F (132559.990000 sec): 3 clusters
  Score: Raw -2146300.028160 + Penalty 3196.512417 = -2143103.515743
  nChanged 0
  Score: Raw -118981763.521520 + Penalty 200282.649039 = -118781480.872481

Splitting cluster 42 changes total score from -118778445.346263 to -118781480.872481

 So it's getting split into cluster 89.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 43 (3598 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132831.130000 sec): 2 clusters
  Score: Raw -374026.667314 + Penalty 1330.571680 = -372696.095634
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132831.190000 sec): 3 clusters
  Score: Raw -372338.856486 + Penalty 2661.143360 = -369677.713126
  nChanged 1394
		SP:Iteration 1F (132831.260000 sec): 3 clusters
  Score: Raw -373511.077225 + Penalty 2661.143360 = -370849.933865
  nChanged 395
		SP:Iteration 2F (132831.330000 sec): 3 clusters
  Score: Raw -374066.188745 + Penalty 2661.143360 = -371405.045385
  nChanged 302
		SP:Iteration 3F (132831.390000 sec): 3 clusters
  Score: Raw -374380.141664 + Penalty 2661.143360 = -371718.998304
  nChanged 195
		SP:Iteration 4F (132831.450000 sec): 3 clusters
  Score: Raw -374570.869438 + Penalty 2661.143360 = -371909.726079
  nChanged 138
		SP:Iteration 5Q (132831.520000 sec): 3 clusters
  Score: Raw -374701.027039 + Penalty 2661.143360 = -372039.883679
  nChanged 110
		SP:Iteration 6Q (132831.580000 sec): 3 clusters
  Score: Raw -374782.327443 + Penalty 2661.143360 = -372121.184083
  nChanged 103
		SP:Iteration 7Q (132831.650000 sec): 3 clusters
  Score: Raw -374864.048404 + Penalty 2661.143360 = -372202.905045
  nChanged 106
		SP:Iteration 8Q (132831.710000 sec): 3 clusters
  Score: Raw -374967.641551 + Penalty 2661.143360 = -372306.498191
  nChanged 123
		SP:Iteration 9Q (132831.770000 sec): 3 clusters
  Score: Raw -375082.696639 + Penalty 2661.143360 = -372421.553279
  nChanged 126
		SP:Iteration 10Q (132831.840000 sec): 3 clusters
  Score: Raw -375189.422787 + Penalty 2661.143360 = -372528.279428
  nChanged 100
		SP:Iteration 11Q (132831.900000 sec): 3 clusters
  Score: Raw -375261.179146 + Penalty 2661.143360 = -372600.035786
  nChanged 66
		SP:Iteration 12Q (132831.960000 sec): 3 clusters
  Score: Raw -375298.715603 + Penalty 2661.143360 = -372637.572243
  nChanged 45
		SP:Iteration 13Q (132832.030000 sec): 3 clusters
  Score: Raw -375328.701233 + Penalty 2661.143360 = -372667.557873
  nChanged 37
		SP:Iteration 14Q (132832.090000 sec): 3 clusters
  Score: Raw -375351.066700 + Penalty 2661.143360 = -372689.923341
  nChanged 34
		SP:Iteration 15Q (132832.150000 sec): 3 clusters
  Score: Raw -375369.387621 + Penalty 2661.143360 = -372708.244261
  nChanged 19
		SP:Iteration 16Q (132832.210000 sec): 3 clusters
  Score: Raw -375378.752431 + Penalty 2661.143360 = -372717.609071
  nChanged 18
		SP:Iteration 17Q (132832.280000 sec): 3 clusters
  Score: Raw -375389.066158 + Penalty 2661.143360 = -372727.922799
  nChanged 15
		SP:Iteration 18Q (132832.340000 sec): 3 clusters
  Score: Raw -375395.310461 + Penalty 2661.143360 = -372734.167101
  nChanged 11
		SP:Iteration 19Q (132832.400000 sec): 3 clusters
  Score: Raw -375401.464787 + Penalty 2661.143360 = -372740.321427
  nChanged 8
		SP:Iteration 20F (132832.470000 sec): 3 clusters
  Score: Raw -375403.770289 + Penalty 2661.143360 = -372742.626929
  nChanged 7
		SP:Iteration 21Q (132832.530000 sec): 3 clusters
  Score: Raw -375405.409920 + Penalty 2661.143360 = -372744.266560
  nChanged 3
		SP:Iteration 22Q (132832.590000 sec): 3 clusters
  Score: Raw -375406.062806 + Penalty 2661.143360 = -372744.919446
  nChanged 2
		SP:Iteration 23Q (132832.660000 sec): 3 clusters
  Score: Raw -375406.531086 + Penalty 2661.143360 = -372745.387726
  nChanged 2
		SP:Iteration 24Q (132832.720000 sec): 3 clusters
  Score: Raw -375407.054018 + Penalty 2661.143360 = -372745.910658
  nChanged 2
		SP:Iteration 25Q (132832.780000 sec): 3 clusters
  Score: Raw -375407.786919 + Penalty 2661.143360 = -372746.643560
  nChanged 5
		SP:Iteration 26Q (132832.850000 sec): 3 clusters
  Score: Raw -375409.108095 + Penalty 2661.143360 = -372747.964735
  nChanged 2
		SP:Iteration 27Q (132832.910000 sec): 3 clusters
  Score: Raw -375409.573868 + Penalty 2661.143360 = -372748.430508
  nChanged 3
		SP:Iteration 28Q (132832.970000 sec): 3 clusters
  Score: Raw -375409.985335 + Penalty 2661.143360 = -372748.841976
  nChanged 0
		SP:Iteration 29F (132833.040000 sec): 3 clusters
  Score: Raw -375409.985335 + Penalty 2661.143360 = -372748.841976
  nChanged 0
  Score: Raw -118983146.839541 + Penalty 202533.015882 = -118780613.823659

Splitting cluster 43 changes total score from -118778445.346263 to -118780613.823659

 So it's getting split into cluster 90.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 44 (445 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (133106.810000 sec): 2 clusters
  Score: Raw -50569.592293 + Penalty 990.937071 = -49578.655222
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (133106.820000 sec): 3 clusters
  Score: Raw -50529.192019 + Penalty 1981.874142 = -48547.317878
  nChanged 109
		SP:Iteration 1F (133106.830000 sec): 3 clusters
  Score: Raw -50684.940256 + Penalty 1981.874142 = -48703.066114
  nChanged 31
		SP:Iteration 2F (133106.850000 sec): 3 clusters
  Score: Raw -50757.704965 + Penalty 1981.874142 = -48775.830824
  nChanged 19
		SP:Iteration 3Q (133106.860000 sec): 3 clusters
  Score: Raw -50819.066318 + Penalty 1981.874142 = -48837.192177
  nChanged 13
		SP:Iteration 4Q (133106.870000 sec): 3 clusters
  Score: Raw -50846.159629 + Penalty 1981.874142 = -48864.285488
  nChanged 3
		SP:Iteration 5Q (133106.880000 sec): 3 clusters
  Score: Raw -50849.117489 + Penalty 1981.874142 = -48867.243347
  nChanged 1
		SP:Iteration 6Q (133106.890000 sec): 3 clusters
  Score: Raw -50849.792396 + Penalty 1981.874142 = -48867.918254
  nChanged 2
		SP:Iteration 7Q (133106.900000 sec): 3 clusters
  Score: Raw -50854.002032 + Penalty 1981.874142 = -48872.127890
  nChanged 6
		SP:Iteration 8Q (133106.910000 sec): 3 clusters
  Score: Raw -50865.101449 + Penalty 1981.874142 = -48883.227308
  nChanged 2
		SP:Iteration 9Q (133106.920000 sec): 3 clusters
  Score: Raw -50867.319035 + Penalty 1981.874142 = -48885.444893
  nChanged 0
		SP:Iteration 10F (133106.930000 sec): 3 clusters
  Score: Raw -50867.319035 + Penalty 1981.874142 = -48885.444893
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 45 (1208 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (133106.990000 sec): 2 clusters
  Score: Raw -136486.523713 + Penalty 1153.217224 = -135333.306489
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (133107.010000 sec): 3 clusters
  Score: Raw -136075.957500 + Penalty 2306.434448 = -133769.523052
  nChanged 376
		SP:Iteration 1F (133107.030000 sec): 3 clusters
  Score: Raw -136456.612355 + Penalty 2306.434448 = -134150.177907
  nChanged 106
		SP:Iteration 2F (133107.050000 sec): 3 clusters
  Score: Raw -136660.791725 + Penalty 2306.434448 = -134354.357277
  nChanged 81
		SP:Iteration 3F (133107.080000 sec): 3 clusters
  Score: Raw -136796.314737 + Penalty 2306.434448 = -134489.880289
  nChanged 66
		SP:Iteration 4F (133107.100000 sec): 3 clusters
  Score: Raw -136917.453328 + Penalty 2306.434448 = -134611.018880
  nChanged 62
		SP:Iteration 5F (133107.120000 sec): 3 clusters
  Score: Raw -137023.814721 + Penalty 2306.434448 = -134717.380273
  nChanged 59
		SP:Iteration 6Q (133107.150000 sec): 3 clusters
  Score: Raw -137139.775190 + Penalty 2306.434448 = -134833.340742
  nChanged 55
		SP:Iteration 7Q (133107.170000 sec): 3 clusters
  Score: Raw -137307.696200 + Penalty 2306.434448 = -135001.261752
  nChanged 58
		SP:Iteration 8Q (133107.190000 sec): 3 clusters
  Score: Raw -137505.874777 + Penalty 2306.434448 = -135199.440329
  nChanged 64
		SP:Iteration 9F (133107.210000 sec): 3 clusters
  Score: Raw -137840.437073 + Penalty 2306.434448 = -135534.002625
  nChanged 42
		SP:Iteration 10Q (133107.230000 sec): 3 clusters
  Score: Raw -138015.309868 + Penalty 2306.434448 = -135708.875420
  nChanged 30
		SP:Iteration 11Q (133107.250000 sec): 3 clusters
  Score: Raw -138112.666103 + Penalty 2306.434448 = -135806.231655
  nChanged 20
		SP:Iteration 12Q (133107.280000 sec): 3 clusters
  Score: Raw -138169.182892 + Penalty 2306.434448 = -135862.748444
  nChanged 11
		SP:Iteration 13Q (133107.300000 sec): 3 clusters
  Score: Raw -138198.732492 + Penalty 2306.434448 = -135892.298044
  nChanged 8
		SP:Iteration 14Q (133107.320000 sec): 3 clusters
  Score: Raw -138226.742825 + Penalty 2306.434448 = -135920.308377
  nChanged 9
		SP:Iteration 15Q (133107.340000 sec): 3 clusters
  Score: Raw -138267.186893 + Penalty 2306.434448 = -135960.752445
  nChanged 19
		SP:Iteration 16Q (133107.370000 sec): 3 clusters
  Score: Raw -138341.900525 + Penalty 2306.434448 = -136035.466077
  nChanged 17
		SP:Iteration 17Q (133107.390000 sec): 3 clusters
  Score: Raw -138384.576064 + Penalty 2306.434448 = -136078.141616
  nChanged 10
		SP:Iteration 18Q (133107.420000 sec): 3 clusters
  Score: Raw -138403.051158 + Penalty 2306.434448 = -136096.616710
  nChanged 8
		SP:Iteration 19Q (133107.440000 sec): 3 clusters
  Score: Raw -138412.523075 + Penalty 2306.434448 = -136106.088627
  nChanged 4
		SP:Iteration 20F (133107.460000 sec): 3 clusters
  Score: Raw -138416.666903 + Penalty 2306.434448 = -136110.232455
  nChanged 2
		SP:Iteration 21Q (133107.480000 sec): 3 clusters
  Score: Raw -138419.736206 + Penalty 2306.434448 = -136113.301758
  nChanged 1
		SP:Iteration 22Q (133107.500000 sec): 3 clusters
  Score: Raw -138420.784085 + Penalty 2306.434448 = -136114.349637
  nChanged 0
		SP:Iteration 23F (133107.520000 sec): 3 clusters
  Score: Raw -138420.784085 + Penalty 2306.434448 = -136114.349637
  nChanged 0
  Score: Raw -118985081.099913 + Penalty 204783.382725 = -118780297.717188

Splitting cluster 45 changes total score from -118778445.346263 to -118780297.717188

 So it's getting split into cluster 91.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 46 (5241 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (133384.240000 sec): 2 clusters
  Score: Raw -610124.416572 + Penalty 1391.693485 = -608732.723087
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (133384.360000 sec): 3 clusters
  Score: Raw -607392.745849 + Penalty 2783.386970 = -604609.358879
  nChanged 2118
		SP:Iteration 1F (133384.460000 sec): 3 clusters
  Score: Raw -608712.856311 + Penalty 2783.386970 = -605929.469342
  nChanged 479
		SP:Iteration 2F (133384.540000 sec): 3 clusters
  Score: Raw -609127.796613 + Penalty 2783.386970 = -606344.409643
  nChanged 414
		SP:Iteration 3F (133384.640000 sec): 3 clusters
  Score: Raw -609496.584128 + Penalty 2783.386970 = -606713.197158
  nChanged 357
		SP:Iteration 4F (133384.730000 sec): 3 clusters
  Score: Raw -609760.044013 + Penalty 2783.386970 = -606976.657043
  nChanged 271
		SP:Iteration 5F (133384.820000 sec): 3 clusters
  Score: Raw -609935.233072 + Penalty 2783.386970 = -607151.846102
  nChanged 206
		SP:Iteration 6Q (133384.910000 sec): 3 clusters
  Score: Raw -610059.712637 + Penalty 2783.386970 = -607276.325667
  nChanged 163
		SP:Iteration 7Q (133385.000000 sec): 3 clusters
  Score: Raw -610139.094117 + Penalty 2783.386970 = -607355.707148
  nChanged 135
		SP:Iteration 8Q (133385.090000 sec): 3 clusters
  Score: Raw -610195.845418 + Penalty 2783.386970 = -607412.458449
  nChanged 101
		SP:Iteration 9Q (133385.180000 sec): 3 clusters
  Score: Raw -610235.003496 + Penalty 2783.386970 = -607451.616526
  nChanged 78
		SP:Iteration 10Q (133385.270000 sec): 3 clusters
  Score: Raw -610261.125939 + Penalty 2783.386970 = -607477.738970
  nChanged 71
		SP:Iteration 11Q (133385.360000 sec): 3 clusters
  Score: Raw -610285.118628 + Penalty 2783.386970 = -607501.731658
  nChanged 52
		SP:Iteration 12Q (133385.450000 sec): 3 clusters
  Score: Raw -610300.090423 + Penalty 2783.386970 = -607516.703454
  nChanged 51
		SP:Iteration 13Q (133385.540000 sec): 3 clusters
  Score: Raw -610317.550382 + Penalty 2783.386970 = -607534.163413
  nChanged 37
		SP:Iteration 14Q (133385.630000 sec): 3 clusters
  Score: Raw -610326.495332 + Penalty 2783.386970 = -607543.108363
  nChanged 31
		SP:Iteration 15Q (133385.720000 sec): 3 clusters
  Score: Raw -610333.760388 + Penalty 2783.386970 = -607550.373419
  nChanged 22
		SP:Iteration 16Q (133385.810000 sec): 3 clusters
  Score: Raw -610340.567971 + Penalty 2783.386970 = -607557.181001
  nChanged 27
		SP:Iteration 17Q (133385.900000 sec): 3 clusters
  Score: Raw -610349.086192 + Penalty 2783.386970 = -607565.699222
  nChanged 31
		SP:Iteration 18Q (133385.990000 sec): 3 clusters
  Score: Raw -610356.985985 + Penalty 2783.386970 = -607573.599015
  nChanged 22
		SP:Iteration 19Q (133386.080000 sec): 3 clusters
  Score: Raw -610362.788130 + Penalty 2783.386970 = -607579.401160
  nChanged 21
		SP:Iteration 20F (133386.170000 sec): 3 clusters
  Score: Raw -610368.092574 + Penalty 2783.386970 = -607584.705604
  nChanged 18
		SP:Iteration 21Q (133386.260000 sec): 3 clusters
  Score: Raw -610371.680541 + Penalty 2783.386970 = -607588.293571
  nChanged 8
		SP:Iteration 22Q (133386.350000 sec): 3 clusters
  Score: Raw -610373.519341 + Penalty 2783.386970 = -607590.132372
  nChanged 8
		SP:Iteration 23Q (133386.440000 sec): 3 clusters
  Score: Raw -610374.698001 + Penalty 2783.386970 = -607591.311032
  nChanged 4
		SP:Iteration 24Q (133386.540000 sec): 3 clusters
  Score: Raw -610375.208646 + Penalty 2783.386970 = -607591.821677
  nChanged 4
		SP:Iteration 25Q (133386.630000 sec): 3 clusters
  Score: Raw -610375.922638 + Penalty 2783.386970 = -607592.535669
  nChanged 8
		SP:Iteration 26Q (133386.720000 sec): 3 clusters
  Score: Raw -610376.984367 + Penalty 2783.386970 = -607593.597397
  nChanged 5
		SP:Iteration 27Q (133386.810000 sec): 3 clusters
  Score: Raw -610378.604199 + Penalty 2783.386970 = -607595.217229
  nChanged 6
		SP:Iteration 28Q (133386.900000 sec): 3 clusters
  Score: Raw -610379.629477 + Penalty 2783.386970 = -607596.242507
  nChanged 3
		SP:Iteration 29Q (133386.990000 sec): 3 clusters
  Score: Raw -610379.943173 + Penalty 2783.386970 = -607596.556203
  nChanged 2
		SP:Iteration 30Q (133387.080000 sec): 3 clusters
  Score: Raw -610380.322573 + Penalty 2783.386970 = -607596.935604
  nChanged 4
		SP:Iteration 31Q (133387.170000 sec): 3 clusters
  Score: Raw -610380.999135 + Penalty 2783.386970 = -607597.612165
  nChanged 2
		SP:Iteration 32Q (133387.260000 sec): 3 clusters
  Score: Raw -610381.461821 + Penalty 2783.386970 = -607598.074852
  nChanged 2
		SP:Iteration 33Q (133387.350000 sec): 3 clusters
  Score: Raw -610381.671573 + Penalty 2783.386970 = -607598.284604
  nChanged 1
		SP:Iteration 34Q (133387.440000 sec): 3 clusters
  Score: Raw -610381.741446 + Penalty 2783.386970 = -607598.354476
  nChanged 0
		SP:Iteration 35F (133387.530000 sec): 3 clusters
  Score: Raw -610381.741446 + Penalty 2783.386970 = -607598.354476
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 47 (10748 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (133387.660000 sec): 2 clusters
  Score: Raw -1201780.357697 + Penalty 1508.402183 = -1200271.955514
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (133387.820000 sec): 3 clusters
  Score: Raw -1195744.949654 + Penalty 3016.804365 = -1192728.145288
  nChanged 4680
		SP:Iteration 1F (133387.980000 sec): 3 clusters
  Score: Raw -1198736.396755 + Penalty 3016.804365 = -1195719.592390
  nChanged 985
		SP:Iteration 2F (133388.150000 sec): 3 clusters
  Score: Raw -1199463.844116 + Penalty 3016.804365 = -1196447.039751
  nChanged 892
		SP:Iteration 3F (133388.290000 sec): 3 clusters
  Score: Raw -1200184.653123 + Penalty 3016.804365 = -1197167.848757
  nChanged 857
		SP:Iteration 4F (133388.460000 sec): 3 clusters
  Score: Raw -1200899.218266 + Penalty 3016.804365 = -1197882.413900
  nChanged 739
		SP:Iteration 5F (133388.610000 sec): 3 clusters
  Score: Raw -1201485.733984 + Penalty 3016.804365 = -1198468.929619
  nChanged 555
		SP:Iteration 6F (133388.770000 sec): 3 clusters
  Score: Raw -1201907.179311 + Penalty 3016.804365 = -1198890.374946
  nChanged 439
		SP:Iteration 7Q (133388.950000 sec): 3 clusters
  Score: Raw -1202247.385429 + Penalty 3016.804365 = -1199230.581064
  nChanged 318
		SP:Iteration 8Q (133389.090000 sec): 3 clusters
  Score: Raw -1202475.006611 + Penalty 3016.804365 = -1199458.202246
  nChanged 227
		SP:Iteration 9Q (133389.250000 sec): 3 clusters
  Score: Raw -1202625.846139 + Penalty 3016.804365 = -1199609.041774
  nChanged 155
		SP:Iteration 10Q (133389.410000 sec): 3 clusters
  Score: Raw -1202718.267515 + Penalty 3016.804365 = -1199701.463150
  nChanged 125
		SP:Iteration 11Q (133389.550000 sec): 3 clusters
  Score: Raw -1202791.040441 + Penalty 3016.804365 = -1199774.236075
  nChanged 84
		SP:Iteration 12Q (133389.710000 sec): 3 clusters
  Score: Raw -1202838.793952 + Penalty 3016.804365 = -1199821.989587
  nChanged 73
		SP:Iteration 13Q (133389.880000 sec): 3 clusters
  Score: Raw -1202879.004990 + Penalty 3016.804365 = -1199862.200625
  nChanged 63
		SP:Iteration 14Q (133390.010000 sec): 3 clusters
  Score: Raw -1202912.560113 + Penalty 3016.804365 = -1199895.755748
  nChanged 57
		SP:Iteration 15Q (133390.160000 sec): 3 clusters
  Score: Raw -1202939.640611 + Penalty 3016.804365 = -1199922.836246
  nChanged 37
		SP:Iteration 16Q (133390.330000 sec): 3 clusters
  Score: Raw -1202961.922418 + Penalty 3016.804365 = -1199945.118053
  nChanged 37
		SP:Iteration 17Q (133390.470000 sec): 3 clusters
  Score: Raw -1202985.845698 + Penalty 3016.804365 = -1199969.041332
  nChanged 48
		SP:Iteration 18Q (133390.610000 sec): 3 clusters
  Score: Raw -1203021.535546 + Penalty 3016.804365 = -1200004.731181
  nChanged 52
		SP:Iteration 19Q (133390.780000 sec): 3 clusters
  Score: Raw -1203065.375367 + Penalty 3016.804365 = -1200048.571002
  nChanged 40
		SP:Iteration 20F (133390.930000 sec): 3 clusters
  Score: Raw -1203098.188317 + Penalty 3016.804365 = -1200081.383952
  nChanged 31
		SP:Iteration 21Q (133391.080000 sec): 3 clusters
  Score: Raw -1203119.997723 + Penalty 3016.804365 = -1200103.193358
  nChanged 19
		SP:Iteration 22Q (133391.250000 sec): 3 clusters
  Score: Raw -1203129.412119 + Penalty 3016.804365 = -1200112.607754
  nChanged 12
		SP:Iteration 23Q (133391.380000 sec): 3 clusters
  Score: Raw -1203133.711278 + Penalty 3016.804365 = -1200116.906913
  nChanged 12
		SP:Iteration 24Q (133391.530000 sec): 3 clusters
  Score: Raw -1203137.916470 + Penalty 3016.804365 = -1200121.112105
  nChanged 8
		SP:Iteration 25Q (133391.690000 sec): 3 clusters
  Score: Raw -1203140.331337 + Penalty 3016.804365 = -1200123.526972
  nChanged 10
		SP:Iteration 26Q (133391.830000 sec): 3 clusters
  Score: Raw -1203143.520586 + Penalty 3016.804365 = -1200126.716221
  nChanged 10
		SP:Iteration 27Q (133391.970000 sec): 3 clusters
  Score: Raw -1203148.360396 + Penalty 3016.804365 = -1200131.556031
  nChanged 8
		SP:Iteration 28Q (133392.140000 sec): 3 clusters
  Score: Raw -1203151.523870 + Penalty 3016.804365 = -1200134.719505
  nChanged 5
		SP:Iteration 29Q (133392.290000 sec): 3 clusters
  Score: Raw -1203153.381362 + Penalty 3016.804365 = -1200136.576997
  nChanged 1
		SP:Iteration 30Q (133392.430000 sec): 3 clusters
  Score: Raw -1203154.172000 + Penalty 3016.804365 = -1200137.367635
  nChanged 0
		SP:Iteration 31F (133392.610000 sec): 3 clusters
  Score: Raw -1203154.172000 + Penalty 3016.804365 = -1200137.367635
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 48 (24070 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (133392.890000 sec): 2 clusters
  Score: Raw -2669837.840871 + Penalty 1639.417249 = -2668198.423622
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (133393.230000 sec): 3 clusters
  Score: Raw -2655260.502394 + Penalty 3278.834498 = -2651981.667897
  nChanged 10995
		SP:Iteration 1F (133393.530000 sec): 3 clusters
  Score: Raw -2662409.597205 + Penalty 3278.834498 = -2659130.762707
  nChanged 2096
		SP:Iteration 2F (133393.810000 sec): 3 clusters
  Score: Raw -2664262.972841 + Penalty 3278.834498 = -2660984.138343
  nChanged 2251
		SP:Iteration 3F (133394.140000 sec): 3 clusters
  Score: Raw -2666291.411388 + Penalty 3278.834498 = -2663012.576890
  nChanged 2020
		SP:Iteration 4F (133394.430000 sec): 3 clusters
  Score: Raw -2668053.218464 + Penalty 3278.834498 = -2664774.383967
  nChanged 1650
		SP:Iteration 5F (133394.710000 sec): 3 clusters
  Score: Raw -2669342.883998 + Penalty 3278.834498 = -2666064.049500
  nChanged 1185
		SP:Iteration 6Q (133394.990000 sec): 3 clusters
  Score: Raw -2670186.866264 + Penalty 3278.834498 = -2666908.031766
  nChanged 834
		SP:Iteration 7Q (133395.320000 sec): 3 clusters
  Score: Raw -2670768.199786 + Penalty 3278.834498 = -2667489.365288
  nChanged 642
		SP:Iteration 8Q (133395.610000 sec): 3 clusters
  Score: Raw -2671177.242814 + Penalty 3278.834498 = -2667898.408316
  nChanged 519
		SP:Iteration 9Q (133395.880000 sec): 3 clusters
  Score: Raw -2671507.889137 + Penalty 3278.834498 = -2668229.054639
  nChanged 418
		SP:Iteration 10Q (133396.150000 sec): 3 clusters
  Score: Raw -2671816.299165 + Penalty 3278.834498 = -2668537.464667
  nChanged 335
		SP:Iteration 11Q (133396.470000 sec): 3 clusters
  Score: Raw -2672047.895558 + Penalty 3278.834498 = -2668769.061061
  nChanged 281
		SP:Iteration 12Q (133396.750000 sec): 3 clusters
  Score: Raw -2672165.509924 + Penalty 3278.834498 = -2668886.675426
  nChanged 203
		SP:Iteration 13Q (133397.040000 sec): 3 clusters
  Score: Raw -2672221.414511 + Penalty 3278.834498 = -2668942.580013
  nChanged 150
		SP:Iteration 14Q (133397.330000 sec): 3 clusters
  Score: Raw -2672264.567236 + Penalty 3278.834498 = -2668985.732738
  nChanged 149
		SP:Iteration 15Q (133397.640000 sec): 3 clusters
  Score: Raw -2672305.188487 + Penalty 3278.834498 = -2669026.353989
  nChanged 136
		SP:Iteration 16Q (133397.920000 sec): 3 clusters
  Score: Raw -2672341.618962 + Penalty 3278.834498 = -2669062.784465
  nChanged 127
		SP:Iteration 17Q (133398.210000 sec): 3 clusters
  Score: Raw -2672371.287129 + Penalty 3278.834498 = -2669092.452632
  nChanged 108
		SP:Iteration 18Q (133398.470000 sec): 3 clusters
  Score: Raw -2672399.975100 + Penalty 3278.834498 = -2669121.140602
  nChanged 103
		SP:Iteration 19Q (133398.730000 sec): 3 clusters
  Score: Raw -2672427.840355 + Penalty 3278.834498 = -2669149.005858
  nChanged 112
		SP:Iteration 20F (133399.010000 sec): 3 clusters
  Score: Raw -2672467.636883 + Penalty 3278.834498 = -2669188.802385
  nChanged 124
		SP:Iteration 21Q (133399.330000 sec): 3 clusters
  Score: Raw -2672518.802444 + Penalty 3278.834498 = -2669239.967947
  nChanged 131
		SP:Iteration 22Q (133399.610000 sec): 3 clusters
  Score: Raw -2672569.060839 + Penalty 3278.834498 = -2669290.226342
  nChanged 121
		SP:Iteration 23Q (133399.870000 sec): 3 clusters
  Score: Raw -2672605.224605 + Penalty 3278.834498 = -2669326.390108
  nChanged 104
		SP:Iteration 24Q (133400.130000 sec): 3 clusters
  Score: Raw -2672637.137468 + Penalty 3278.834498 = -2669358.302971
  nChanged 101
		SP:Iteration 25Q (133400.390000 sec): 3 clusters
  Score: Raw -2672667.221089 + Penalty 3278.834498 = -2669388.386592
  nChanged 103
		SP:Iteration 26Q (133400.650000 sec): 3 clusters
  Score: Raw -2672694.523781 + Penalty 3278.834498 = -2669415.689283
  nChanged 94
		SP:Iteration 27Q (133400.910000 sec): 3 clusters
  Score: Raw -2672720.921728 + Penalty 3278.834498 = -2669442.087230
  nChanged 90
		SP:Iteration 28Q (133401.170000 sec): 3 clusters
  Score: Raw -2672746.141060 + Penalty 3278.834498 = -2669467.306563
  nChanged 81
		SP:Iteration 29Q (133401.440000 sec): 3 clusters
  Score: Raw -2672770.804135 + Penalty 3278.834498 = -2669491.969638
  nChanged 68
		SP:Iteration 30Q (133401.700000 sec): 3 clusters
  Score: Raw -2672786.664866 + Penalty 3278.834498 = -2669507.830368
  nChanged 63
		SP:Iteration 31Q (133401.960000 sec): 3 clusters
  Score: Raw -2672801.370074 + Penalty 3278.834498 = -2669522.535576
  nChanged 58
		SP:Iteration 32Q (133402.260000 sec): 3 clusters
  Score: Raw -2672813.213509 + Penalty 3278.834498 = -2669534.379011
  nChanged 48
		SP:Iteration 33Q (133402.540000 sec): 3 clusters
  Score: Raw -2672820.992643 + Penalty 3278.834498 = -2669542.158145
  nChanged 33
		SP:Iteration 34Q (133402.810000 sec): 3 clusters
  Score: Raw -2672825.292924 + Penalty 3278.834498 = -2669546.458426
  nChanged 31
		SP:Iteration 35Q (133403.090000 sec): 3 clusters
  Score: Raw -2672829.677291 + Penalty 3278.834498 = -2669550.842794
  nChanged 28
		SP:Iteration 36Q (133403.350000 sec): 3 clusters
  Score: Raw -2672833.516893 + Penalty 3278.834498 = -2669554.682396
  nChanged 26
		SP:Iteration 37Q (133403.610000 sec): 3 clusters
  Score: Raw -2672836.958519 + Penalty 3278.834498 = -2669558.124021
  nChanged 26
		SP:Iteration 38Q (133403.870000 sec): 3 clusters
  Score: Raw -2672840.057050 + Penalty 3278.834498 = -2669561.222552
  nChanged 22
		SP:Iteration 39Q (133404.130000 sec): 3 clusters
  Score: Raw -2672843.066823 + Penalty 3278.834498 = -2669564.232325
  nChanged 18
		SP:Iteration 40F (133404.410000 sec): 3 clusters
  Score: Raw -2672844.915195 + Penalty 3278.834498 = -2669566.080697
  nChanged 14
		SP:Iteration 41Q (133404.710000 sec): 3 clusters
  Score: Raw -2672846.896337 + Penalty 3278.834498 = -2669568.061840
  nChanged 10
		SP:Iteration 42Q (133404.990000 sec): 3 clusters
  Score: Raw -2672848.276248 + Penalty 3278.834498 = -2669569.441751
  nChanged 13
		SP:Iteration 43Q (133405.270000 sec): 3 clusters
  Score: Raw -2672849.728420 + Penalty 3278.834498 = -2669570.893922
  nChanged 9
		SP:Iteration 44Q (133405.550000 sec): 3 clusters
  Score: Raw -2672850.780433 + Penalty 3278.834498 = -2669571.945935
  nChanged 10
		SP:Iteration 45Q (133405.810000 sec): 3 clusters
  Score: Raw -2672851.801913 + Penalty 3278.834498 = -2669572.967415
  nChanged 7
		SP:Iteration 46Q (133406.070000 sec): 3 clusters
  Score: Raw -2672852.466020 + Penalty 3278.834498 = -2669573.631523
  nChanged 7
		SP:Iteration 47Q (133406.330000 sec): 3 clusters
  Score: Raw -2672853.020572 + Penalty 3278.834498 = -2669574.186074
  nChanged 4
		SP:Iteration 48Q (133406.590000 sec): 3 clusters
  Score: Raw -2672853.199207 + Penalty 3278.834498 = -2669574.364709
  nChanged 0
		SP:Iteration 49F (133406.870000 sec): 3 clusters
  Score: Raw -2672853.199207 + Penalty 3278.834498 = -2669574.364709
  nChanged 0
  Score: Raw -118988096.458250 + Penalty 207033.749568 = -118781062.708682

Splitting cluster 48 changes total score from -118778445.346263 to -118781062.708682

 So it's getting split into cluster 92.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 49 (5322 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (133686.850000 sec): 2 clusters
  Score: Raw -667923.642389 + Penalty 1394.185723 = -666529.456666
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (133686.970000 sec): 3 clusters
  Score: Raw -665205.517472 + Penalty 2788.371447 = -662417.146025
  nChanged 2115
		SP:Iteration 1F (133687.070000 sec): 3 clusters
  Score: Raw -666543.517098 + Penalty 2788.371447 = -663755.145652
  nChanged 434
		SP:Iteration 2F (133687.160000 sec): 3 clusters
  Score: Raw -666882.000099 + Penalty 2788.371447 = -664093.628652
  nChanged 392
		SP:Iteration 3F (133687.250000 sec): 3 clusters
  Score: Raw -667176.622051 + Penalty 2788.371447 = -664388.250604
  nChanged 309
		SP:Iteration 4F (133687.340000 sec): 3 clusters
  Score: Raw -667394.577610 + Penalty 2788.371447 = -664606.206163
  nChanged 245
		SP:Iteration 5Q (133687.440000 sec): 3 clusters
  Score: Raw -667540.186841 + Penalty 2788.371447 = -664751.815394
  nChanged 189
		SP:Iteration 6Q (133687.530000 sec): 3 clusters
  Score: Raw -667644.112878 + Penalty 2788.371447 = -664855.741431
  nChanged 142
		SP:Iteration 7Q (133687.620000 sec): 3 clusters
  Score: Raw -667708.837306 + Penalty 2788.371447 = -664920.465859
  nChanged 100
		SP:Iteration 8Q (133687.710000 sec): 3 clusters
  Score: Raw -667747.346512 + Penalty 2788.371447 = -664958.975065
  nChanged 81
		SP:Iteration 9Q (133687.810000 sec): 3 clusters
  Score: Raw -667774.151605 + Penalty 2788.371447 = -664985.780158
  nChanged 47
		SP:Iteration 10Q (133687.900000 sec): 3 clusters
  Score: Raw -667788.050627 + Penalty 2788.371447 = -664999.679180
  nChanged 36
		SP:Iteration 11Q (133687.990000 sec): 3 clusters
  Score: Raw -667796.777074 + Penalty 2788.371447 = -665008.405627
  nChanged 22
		SP:Iteration 12Q (133688.080000 sec): 3 clusters
  Score: Raw -667801.782420 + Penalty 2788.371447 = -665013.410974
  nChanged 11
		SP:Iteration 13Q (133688.170000 sec): 3 clusters
  Score: Raw -667804.017690 + Penalty 2788.371447 = -665015.646243
  nChanged 11
		SP:Iteration 14Q (133688.270000 sec): 3 clusters
  Score: Raw -667806.086964 + Penalty 2788.371447 = -665017.715517
  nChanged 11
		SP:Iteration 15Q (133688.360000 sec): 3 clusters
  Score: Raw -667808.540278 + Penalty 2788.371447 = -665020.168831
  nChanged 6
		SP:Iteration 16Q (133688.450000 sec): 3 clusters
  Score: Raw -667809.253694 + Penalty 2788.371447 = -665020.882247
  nChanged 0
		SP:Iteration 17F (133688.540000 sec): 3 clusters
  Score: Raw -667809.253694 + Penalty 2788.371447 = -665020.882247
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 50 (11441 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (133688.650000 sec): 2 clusters
  Score: Raw -1303206.192621 + Penalty 1518.555784 = -1301687.636837
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (133688.840000 sec): 3 clusters
  Score: Raw -1296663.923996 + Penalty 3037.111569 = -1293626.812427
  nChanged 4978
		SP:Iteration 1F (133688.980000 sec): 3 clusters
  Score: Raw -1299675.349766 + Penalty 3037.111569 = -1296638.238197
  nChanged 943
		SP:Iteration 2F (133689.170000 sec): 3 clusters
  Score: Raw -1300447.178682 + Penalty 3037.111569 = -1297410.067113
  nChanged 1022
		SP:Iteration 3F (133689.320000 sec): 3 clusters
  Score: Raw -1301509.897024 + Penalty 3037.111569 = -1298472.785455
  nChanged 1028
		SP:Iteration 4F (133689.490000 sec): 3 clusters
  Score: Raw -1302861.813255 + Penalty 3037.111569 = -1299824.701686
  nChanged 989
		SP:Iteration 5F (133689.650000 sec): 3 clusters
  Score: Raw -1304323.670248 + Penalty 3037.111569 = -1301286.558679
  nChanged 772
		SP:Iteration 6F (133689.820000 sec): 3 clusters
  Score: Raw -1305288.909035 + Penalty 3037.111569 = -1302251.797466
  nChanged 444
		SP:Iteration 7Q (133689.970000 sec): 3 clusters
  Score: Raw -1305700.065130 + Penalty 3037.111569 = -1302662.953561
  nChanged 259
		SP:Iteration 8Q (133690.120000 sec): 3 clusters
  Score: Raw -1305847.044782 + Penalty 3037.111569 = -1302809.933213
  nChanged 124
		SP:Iteration 9Q (133690.300000 sec): 3 clusters
  Score: Raw -1305891.771230 + Penalty 3037.111569 = -1302854.659661
  nChanged 78
		SP:Iteration 10Q (133690.440000 sec): 3 clusters
  Score: Raw -1305913.548332 + Penalty 3037.111569 = -1302876.436763
  nChanged 42
		SP:Iteration 11Q (133690.610000 sec): 3 clusters
  Score: Raw -1305921.823823 + Penalty 3037.111569 = -1302884.712254
  nChanged 24
		SP:Iteration 12Q (133690.750000 sec): 3 clusters
  Score: Raw -1305924.998227 + Penalty 3037.111569 = -1302887.886658
  nChanged 7
		SP:Iteration 13Q (133690.910000 sec): 3 clusters
  Score: Raw -1305926.082137 + Penalty 3037.111569 = -1302888.970568
  nChanged 6
		SP:Iteration 14Q (133691.080000 sec): 3 clusters
  Score: Raw -1305927.606852 + Penalty 3037.111569 = -1302890.495283
  nChanged 11
		SP:Iteration 15Q (133691.220000 sec): 3 clusters
  Score: Raw -1305929.502321 + Penalty 3037.111569 = -1302892.390753
  nChanged 10
		SP:Iteration 16Q (133691.390000 sec): 3 clusters
  Score: Raw -1305930.622622 + Penalty 3037.111569 = -1302893.511053
  nChanged 6
		SP:Iteration 17Q (133691.540000 sec): 3 clusters
  Score: Raw -1305931.902523 + Penalty 3037.111569 = -1302894.790954
  nChanged 5
		SP:Iteration 18Q (133691.690000 sec): 3 clusters
  Score: Raw -1305932.481908 + Penalty 3037.111569 = -1302895.370339
  nChanged 4
		SP:Iteration 19Q (133691.870000 sec): 3 clusters
  Score: Raw -1305932.662392 + Penalty 3037.111569 = -1302895.550823
  nChanged 0
		SP:Iteration 20F (133692.020000 sec): 3 clusters
  Score: Raw -1305932.662392 + Penalty 3037.111569 = -1302895.550823
  nChanged 0
  Score: Raw -118990822.928021 + Penalty 209284.116412 = -118781538.811609

Splitting cluster 50 changes total score from -118778445.346263 to -118781538.811609

 So it's getting split into cluster 93.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 51 (11625 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (133972.140000 sec): 2 clusters
  Score: Raw -1369009.778973 + Penalty 1521.148400 = -1367488.630573
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (133972.310000 sec): 3 clusters
  Score: Raw -1362402.669583 + Penalty 3042.296800 = -1359360.372783
  nChanged 5125
		SP:Iteration 1F (133972.480000 sec): 3 clusters
  Score: Raw -1365722.099154 + Penalty 3042.296800 = -1362679.802355
  nChanged 1031
		SP:Iteration 2F (133972.640000 sec): 3 clusters
  Score: Raw -1366738.137422 + Penalty 3042.296800 = -1363695.840622
  nChanged 970
		SP:Iteration 3F (133972.810000 sec): 3 clusters
  Score: Raw -1367748.673302 + Penalty 3042.296800 = -1364706.376502
  nChanged 868
		SP:Iteration 4F (133972.970000 sec): 3 clusters
  Score: Raw -1368499.168733 + Penalty 3042.296800 = -1365456.871933
  nChanged 721
		SP:Iteration 5F (133973.140000 sec): 3 clusters
  Score: Raw -1369087.436205 + Penalty 3042.296800 = -1366045.139405
  nChanged 622
		SP:Iteration 6F (133973.290000 sec): 3 clusters
  Score: Raw -1369521.775456 + Penalty 3042.296800 = -1366479.478656
  nChanged 457
		SP:Iteration 7Q (133973.450000 sec): 3 clusters
  Score: Raw -1369781.063856 + Penalty 3042.296800 = -1366738.767056
  nChanged 333
		SP:Iteration 8Q (133973.610000 sec): 3 clusters
  Score: Raw -1369924.086978 + Penalty 3042.296800 = -1366881.790178
  nChanged 230
		SP:Iteration 9Q (133973.760000 sec): 3 clusters
  Score: Raw -1370009.416006 + Penalty 3042.296800 = -1366967.119206
  nChanged 187
		SP:Iteration 10Q (133973.950000 sec): 3 clusters
  Score: Raw -1370080.887354 + Penalty 3042.296800 = -1367038.590554
  nChanged 172
		SP:Iteration 11Q (133974.090000 sec): 3 clusters
  Score: Raw -1370135.800669 + Penalty 3042.296800 = -1367093.503869
  nChanged 131
		SP:Iteration 12Q (133974.280000 sec): 3 clusters
  Score: Raw -1370175.229674 + Penalty 3042.296800 = -1367132.932874
  nChanged 122
		SP:Iteration 13Q (133974.430000 sec): 3 clusters
  Score: Raw -1370211.315527 + Penalty 3042.296800 = -1367169.018727
  nChanged 104
		SP:Iteration 14Q (133974.610000 sec): 3 clusters
  Score: Raw -1370236.238210 + Penalty 3042.296800 = -1367193.941410
  nChanged 86
		SP:Iteration 15Q (133974.760000 sec): 3 clusters
  Score: Raw -1370257.441918 + Penalty 3042.296800 = -1367215.145118
  nChanged 80
		SP:Iteration 16Q (133974.940000 sec): 3 clusters
  Score: Raw -1370276.072692 + Penalty 3042.296800 = -1367233.775892
  nChanged 78
		SP:Iteration 17Q (133975.090000 sec): 3 clusters
  Score: Raw -1370295.183260 + Penalty 3042.296800 = -1367252.886460
  nChanged 66
		SP:Iteration 18Q (133975.270000 sec): 3 clusters
  Score: Raw -1370310.207806 + Penalty 3042.296800 = -1367267.911006
  nChanged 55
		SP:Iteration 19Q (133975.420000 sec): 3 clusters
  Score: Raw -1370322.411088 + Penalty 3042.296800 = -1367280.114288
  nChanged 55
		SP:Iteration 20F (133975.600000 sec): 3 clusters
  Score: Raw -1370333.580596 + Penalty 3042.296800 = -1367291.283796
  nChanged 44
		SP:Iteration 21Q (133975.750000 sec): 3 clusters
  Score: Raw -1370343.153238 + Penalty 3042.296800 = -1367300.856439
  nChanged 39
		SP:Iteration 22Q (133975.910000 sec): 3 clusters
  Score: Raw -1370350.292790 + Penalty 3042.296800 = -1367307.995991
  nChanged 48
		SP:Iteration 23Q (133976.070000 sec): 3 clusters
  Score: Raw -1370360.540163 + Penalty 3042.296800 = -1367318.243363
  nChanged 46
		SP:Iteration 24Q (133976.220000 sec): 3 clusters
  Score: Raw -1370369.611056 + Penalty 3042.296800 = -1367327.314256
  nChanged 52
		SP:Iteration 25Q (133976.390000 sec): 3 clusters
  Score: Raw -1370381.509283 + Penalty 3042.296800 = -1367339.212483
  nChanged 56
		SP:Iteration 26Q (133976.530000 sec): 3 clusters
  Score: Raw -1370394.897394 + Penalty 3042.296800 = -1367352.600594
  nChanged 55
		SP:Iteration 27Q (133976.710000 sec): 3 clusters
  Score: Raw -1370411.101769 + Penalty 3042.296800 = -1367368.804969
  nChanged 75
		SP:Iteration 28Q (133976.860000 sec): 3 clusters
  Score: Raw -1370432.185670 + Penalty 3042.296800 = -1367389.888870
  nChanged 74
		SP:Iteration 29Q (133977.050000 sec): 3 clusters
  Score: Raw -1370458.407641 + Penalty 3042.296800 = -1367416.110841
  nChanged 83
		SP:Iteration 30Q (133977.190000 sec): 3 clusters
  Score: Raw -1370490.020759 + Penalty 3042.296800 = -1367447.723959
  nChanged 89
		SP:Iteration 31Q (133977.350000 sec): 3 clusters
  Score: Raw -1370519.576883 + Penalty 3042.296800 = -1367477.280083
  nChanged 93
		SP:Iteration 32Q (133977.510000 sec): 3 clusters
  Score: Raw -1370555.959928 + Penalty 3042.296800 = -1367513.663128
  nChanged 97
		SP:Iteration 33Q (133977.660000 sec): 3 clusters
  Score: Raw -1370604.293044 + Penalty 3042.296800 = -1367561.996244
  nChanged 107
		SP:Iteration 34Q (133977.840000 sec): 3 clusters
  Score: Raw -1370659.483128 + Penalty 3042.296800 = -1367617.186328
  nChanged 113
		SP:Iteration 35Q (133977.990000 sec): 3 clusters
  Score: Raw -1370721.220920 + Penalty 3042.296800 = -1367678.924120
  nChanged 106
		SP:Iteration 36Q (133978.170000 sec): 3 clusters
  Score: Raw -1370770.360041 + Penalty 3042.296800 = -1367728.063241
  nChanged 83
		SP:Iteration 37Q (133978.320000 sec): 3 clusters
  Score: Raw -1370800.105876 + Penalty 3042.296800 = -1367757.809076
  nChanged 76
		SP:Iteration 38Q (133978.500000 sec): 3 clusters
  Score: Raw -1370823.161868 + Penalty 3042.296800 = -1367780.865068
  nChanged 72
		SP:Iteration 39Q (133978.640000 sec): 3 clusters
  Score: Raw -1370842.765106 + Penalty 3042.296800 = -1367800.468306
  nChanged 62
		SP:Iteration 40F (133978.830000 sec): 3 clusters
  Score: Raw -1370859.052340 + Penalty 3042.296800 = -1367816.755540
  nChanged 49
		SP:Iteration 41Q (133978.970000 sec): 3 clusters
  Score: Raw -1370870.236303 + Penalty 3042.296800 = -1367827.939503
  nChanged 44
		SP:Iteration 42Q (133979.130000 sec): 3 clusters
  Score: Raw -1370879.033263 + Penalty 3042.296800 = -1367836.736464
  nChanged 37
		SP:Iteration 43Q (133979.280000 sec): 3 clusters
  Score: Raw -1370883.834903 + Penalty 3042.296800 = -1367841.538103
  nChanged 25
		SP:Iteration 44Q (133979.430000 sec): 3 clusters
  Score: Raw -1370886.783962 + Penalty 3042.296800 = -1367844.487162
  nChanged 18
		SP:Iteration 45Q (133979.610000 sec): 3 clusters
  Score: Raw -1370888.494142 + Penalty 3042.296800 = -1367846.197342
  nChanged 14
		SP:Iteration 46Q (133979.760000 sec): 3 clusters
  Score: Raw -1370889.898134 + Penalty 3042.296800 = -1367847.601334
  nChanged 13
		SP:Iteration 47Q (133979.930000 sec): 3 clusters
  Score: Raw -1370891.050553 + Penalty 3042.296800 = -1367848.753753
  nChanged 16
		SP:Iteration 48Q (133980.070000 sec): 3 clusters
  Score: Raw -1370893.436291 + Penalty 3042.296800 = -1367851.139491
  nChanged 15
		SP:Iteration 49Q (133980.230000 sec): 3 clusters
  Score: Raw -1370894.828623 + Penalty 3042.296800 = -1367852.531823
  nChanged 13
		SP:Iteration 50Q (133980.380000 sec): 3 clusters
  Score: Raw -1370895.991105 + Penalty 3042.296800 = -1367853.694305
  nChanged 10
		SP:Iteration 51Q (133980.530000 sec): 3 clusters
  Score: Raw -1370897.230421 + Penalty 3042.296800 = -1367854.933621
  nChanged 7
		SP:Iteration 52Q (133980.710000 sec): 3 clusters
  Score: Raw -1370898.215706 + Penalty 3042.296800 = -1367855.918906
  nChanged 7
		SP:Iteration 53Q (133980.850000 sec): 3 clusters
  Score: Raw -1370899.073715 + Penalty 3042.296800 = -1367856.776915
  nChanged 8
		SP:Iteration 54Q (133981.020000 sec): 3 clusters
  Score: Raw -1370900.270387 + Penalty 3042.296800 = -1367857.973587
  nChanged 12
		SP:Iteration 55Q (133981.170000 sec): 3 clusters
  Score: Raw -1370902.276850 + Penalty 3042.296800 = -1367859.980050
  nChanged 15
		SP:Iteration 56Q (133981.320000 sec): 3 clusters
  Score: Raw -1370904.326029 + Penalty 3042.296800 = -1367862.029229
  nChanged 12
		SP:Iteration 57Q (133981.490000 sec): 3 clusters
  Score: Raw -1370905.393927 + Penalty 3042.296800 = -1367863.097127
  nChanged 8
		SP:Iteration 58Q (133981.640000 sec): 3 clusters
  Score: Raw -1370906.005593 + Penalty 3042.296800 = -1367863.708793
  nChanged 7
		SP:Iteration 59Q (133981.810000 sec): 3 clusters
  Score: Raw -1370906.647331 + Penalty 3042.296800 = -1367864.350531
  nChanged 3
		SP:Iteration 60F (133981.970000 sec): 3 clusters
  Score: Raw -1370906.892323 + Penalty 3042.296800 = -1367864.595523
  nChanged 4
		SP:Iteration 61Q (133982.130000 sec): 3 clusters
  Score: Raw -1370907.252349 + Penalty 3042.296800 = -1367864.955549
  nChanged 3
		SP:Iteration 62Q (133982.280000 sec): 3 clusters
  Score: Raw -1370907.465641 + Penalty 3042.296800 = -1367865.168841
  nChanged 0
		SP:Iteration 63F (133982.450000 sec): 3 clusters
  Score: Raw -1370907.465641 + Penalty 3042.296800 = -1367865.168841
  nChanged 0
  Score: Raw -118992720.614688 + Penalty 211534.483255 = -118781186.131434

Splitting cluster 51 changes total score from -118778445.346263 to -118781186.131434

 So it's getting split into cluster 94.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 52 (2268 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (134330.090000 sec): 2 clusters
  Score: Raw -260415.901705 + Penalty 1255.581221 = -259160.320484
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (134330.140000 sec): 3 clusters
  Score: Raw -259536.462119 + Penalty 2511.162441 = -257025.299678
  nChanged 828
		SP:Iteration 1F (134330.190000 sec): 3 clusters
  Score: Raw -260282.471897 + Penalty 2511.162441 = -257771.309456
  nChanged 231
		SP:Iteration 2F (134330.230000 sec): 3 clusters
  Score: Raw -260560.377706 + Penalty 2511.162441 = -258049.215265
  nChanged 170
		SP:Iteration 3F (134330.270000 sec): 3 clusters
  Score: Raw -260736.190120 + Penalty 2511.162441 = -258225.027679
  nChanged 118
		SP:Iteration 4F (134330.320000 sec): 3 clusters
  Score: Raw -260836.506065 + Penalty 2511.162441 = -258325.343624
  nChanged 71
		SP:Iteration 5Q (134330.360000 sec): 3 clusters
  Score: Raw -260893.071511 + Penalty 2511.162441 = -258381.909070
  nChanged 52
		SP:Iteration 6Q (134330.400000 sec): 3 clusters
  Score: Raw -260942.425926 + Penalty 2511.162441 = -258431.263485
  nChanged 52
		SP:Iteration 7Q (134330.440000 sec): 3 clusters
  Score: Raw -260980.476590 + Penalty 2511.162441 = -258469.314149
  nChanged 42
		SP:Iteration 8Q (134330.480000 sec): 3 clusters
  Score: Raw -261016.368553 + Penalty 2511.162441 = -258505.206112
  nChanged 35
		SP:Iteration 9Q (134330.520000 sec): 3 clusters
  Score: Raw -261036.510534 + Penalty 2511.162441 = -258525.348093
  nChanged 29
		SP:Iteration 10Q (134330.560000 sec): 3 clusters
  Score: Raw -261055.546130 + Penalty 2511.162441 = -258544.383689
  nChanged 26
		SP:Iteration 11Q (134330.600000 sec): 3 clusters
  Score: Raw -261074.379941 + Penalty 2511.162441 = -258563.217500
  nChanged 26
		SP:Iteration 12Q (134330.650000 sec): 3 clusters
  Score: Raw -261089.543130 + Penalty 2511.162441 = -258578.380689
  nChanged 24
		SP:Iteration 13Q (134330.690000 sec): 3 clusters
  Score: Raw -261107.239957 + Penalty 2511.162441 = -258596.077516
  nChanged 22
		SP:Iteration 14Q (134330.730000 sec): 3 clusters
  Score: Raw -261122.392037 + Penalty 2511.162441 = -258611.229596
  nChanged 28
		SP:Iteration 15Q (134330.770000 sec): 3 clusters
  Score: Raw -261139.084398 + Penalty 2511.162441 = -258627.921957
  nChanged 28
		SP:Iteration 16Q (134330.810000 sec): 3 clusters
  Score: Raw -261153.560849 + Penalty 2511.162441 = -258642.398408
  nChanged 17
		SP:Iteration 17Q (134330.860000 sec): 3 clusters
  Score: Raw -261160.953787 + Penalty 2511.162441 = -258649.791346
  nChanged 8
		SP:Iteration 18Q (134330.900000 sec): 3 clusters
  Score: Raw -261164.241872 + Penalty 2511.162441 = -258653.079431
  nChanged 4
		SP:Iteration 19Q (134330.940000 sec): 3 clusters
  Score: Raw -261167.242464 + Penalty 2511.162441 = -258656.080023
  nChanged 3
		SP:Iteration 20F (134330.980000 sec): 3 clusters
  Score: Raw -261168.830374 + Penalty 2511.162441 = -258657.667933
  nChanged 3
		SP:Iteration 21Q (134331.020000 sec): 3 clusters
  Score: Raw -261170.620879 + Penalty 2511.162441 = -258659.458437
  nChanged 6
		SP:Iteration 22Q (134331.060000 sec): 3 clusters
  Score: Raw -261172.558397 + Penalty 2511.162441 = -258661.395956
  nChanged 1
		SP:Iteration 23Q (134331.100000 sec): 3 clusters
  Score: Raw -261172.753717 + Penalty 2511.162441 = -258661.591276
  nChanged 1
		SP:Iteration 24Q (134331.140000 sec): 3 clusters
  Score: Raw -261173.132162 + Penalty 2511.162441 = -258661.969721
  nChanged 1
		SP:Iteration 25Q (134331.190000 sec): 3 clusters
  Score: Raw -261173.222615 + Penalty 2511.162441 = -258662.060174
  nChanged 0
		SP:Iteration 26F (134331.230000 sec): 3 clusters
  Score: Raw -261173.222615 + Penalty 2511.162441 = -258662.060174
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 53 (2665 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (134331.300000 sec): 2 clusters
  Score: Raw -299985.554437 + Penalty 1281.793392 = -298703.761045
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (134331.350000 sec): 3 clusters
  Score: Raw -298789.567798 + Penalty 2563.586784 = -296225.981013
  nChanged 1022
		SP:Iteration 1F (134331.400000 sec): 3 clusters
  Score: Raw -299761.026766 + Penalty 2563.586784 = -297197.439982
  nChanged 335
		SP:Iteration 2F (134331.440000 sec): 3 clusters
  Score: Raw -300554.717285 + Penalty 2563.586784 = -297991.130500
  nChanged 293
		SP:Iteration 3F (134331.490000 sec): 3 clusters
  Score: Raw -301310.447898 + Penalty 2563.586784 = -298746.861114
  nChanged 245
		SP:Iteration 4F (134331.540000 sec): 3 clusters
  Score: Raw -302020.341294 + Penalty 2563.586784 = -299456.754510
  nChanged 197
		SP:Iteration 5F (134331.590000 sec): 3 clusters
  Score: Raw -302661.311342 + Penalty 2563.586784 = -300097.724557
  nChanged 150
		SP:Iteration 6F (134331.640000 sec): 3 clusters
  Score: Raw -303179.747432 + Penalty 2563.586784 = -300616.160648
  nChanged 82
		SP:Iteration 7Q (134331.680000 sec): 3 clusters
  Score: Raw -303472.832287 + Penalty 2563.586784 = -300909.245502
  nChanged 69
		SP:Iteration 8Q (134331.730000 sec): 3 clusters
  Score: Raw -303819.493494 + Penalty 2563.586784 = -301255.906709
  nChanged 45
		SP:Iteration 9Q (134331.780000 sec): 3 clusters
  Score: Raw -304028.880655 + Penalty 2563.586784 = -301465.293870
  nChanged 35
		SP:Iteration 10Q (134331.820000 sec): 3 clusters
  Score: Raw -304130.937219 + Penalty 2563.586784 = -301567.350435
  nChanged 14
		SP:Iteration 11Q (134331.870000 sec): 3 clusters
  Score: Raw -304146.340426 + Penalty 2563.586784 = -301582.753641
  nChanged 3
		SP:Iteration 12Q (134331.920000 sec): 3 clusters
  Score: Raw -304147.590518 + Penalty 2563.586784 = -301584.003734
  nChanged 1
		SP:Iteration 13Q (134331.960000 sec): 3 clusters
  Score: Raw -304148.194753 + Penalty 2563.586784 = -301584.607968
  nChanged 2
		SP:Iteration 14Q (134332.010000 sec): 3 clusters
  Score: Raw -304149.860222 + Penalty 2563.586784 = -301586.273437
  nChanged 0
		SP:Iteration 15F (134332.060000 sec): 3 clusters
  Score: Raw -304149.860222 + Penalty 2563.586784 = -301586.273437
  nChanged 0
  Score: Raw -118996884.920473 + Penalty 213784.850098 = -118783100.070375

Splitting cluster 53 changes total score from -118778445.346263 to -118783100.070375

 So it's getting split into cluster 95.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 54 (33901 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (134624.240000 sec): 2 clusters
  Score: Raw -4154755.719799 + Penalty 1695.069966 = -4153060.649833
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (134624.670000 sec): 3 clusters
  Score: Raw -4133687.174367 + Penalty 3390.139932 = -4130297.034435
  nChanged 15630
		SP:Iteration 1F (134625.000000 sec): 3 clusters
  Score: Raw -4142599.693521 + Penalty 3390.139932 = -4139209.553589
  nChanged 1626
		SP:Iteration 2Q (134625.380000 sec): 3 clusters
  Score: Raw -4143169.508097 + Penalty 3390.139932 = -4139779.368165
  nChanged 1575
		SP:Iteration 3Q (134625.740000 sec): 3 clusters
  Score: Raw -4143764.237386 + Penalty 3390.139932 = -4140374.097453
  nChanged 1628
		SP:Iteration 4Q (134626.070000 sec): 3 clusters
  Score: Raw -4144461.802421 + Penalty 3390.139932 = -4141071.662488
  nChanged 1733
		SP:Iteration 5F (134626.450000 sec): 3 clusters
  Score: Raw -4145280.300812 + Penalty 3390.139932 = -4141890.160880
  nChanged 1892
		SP:Iteration 6F (134626.780000 sec): 3 clusters
  Score: Raw -4146331.203860 + Penalty 3390.139932 = -4142941.063928
  nChanged 2141
		SP:Iteration 7F (134627.120000 sec): 3 clusters
  Score: Raw -4147738.214141 + Penalty 3390.139932 = -4144348.074209
  nChanged 2359
		SP:Iteration 8F (134627.450000 sec): 3 clusters
  Score: Raw -4149529.435822 + Penalty 3390.139932 = -4146139.295890
  nChanged 2281
		SP:Iteration 9F (134627.830000 sec): 3 clusters
  Score: Raw -4151471.155901 + Penalty 3390.139932 = -4148081.015969
  nChanged 1863
		SP:Iteration 10F (134628.180000 sec): 3 clusters
  Score: Raw -4153087.472791 + Penalty 3390.139932 = -4149697.332858
  nChanged 1193
		SP:Iteration 11Q (134628.590000 sec): 3 clusters
  Score: Raw -4154096.022203 + Penalty 3390.139932 = -4150705.882271
  nChanged 616
		SP:Iteration 12Q (134628.900000 sec): 3 clusters
  Score: Raw -4154605.815586 + Penalty 3390.139932 = -4151215.675654
  nChanged 310
		SP:Iteration 13Q (134629.210000 sec): 3 clusters
  Score: Raw -4154862.663745 + Penalty 3390.139932 = -4151472.523813
  nChanged 164
		SP:Iteration 14Q (134629.510000 sec): 3 clusters
  Score: Raw -4154997.166481 + Penalty 3390.139932 = -4151607.026549
  nChanged 118
		SP:Iteration 15Q (134629.800000 sec): 3 clusters
  Score: Raw -4155097.896717 + Penalty 3390.139932 = -4151707.756784
  nChanged 85
		SP:Iteration 16Q (134630.100000 sec): 3 clusters
  Score: Raw -4155160.592860 + Penalty 3390.139932 = -4151770.452928
  nChanged 53
		SP:Iteration 17Q (134630.410000 sec): 3 clusters
  Score: Raw -4155197.301063 + Penalty 3390.139932 = -4151807.161131
  nChanged 41
		SP:Iteration 18Q (134630.730000 sec): 3 clusters
  Score: Raw -4155220.484336 + Penalty 3390.139932 = -4151830.344404
  nChanged 28
		SP:Iteration 19Q (134631.030000 sec): 3 clusters
  Score: Raw -4155234.380235 + Penalty 3390.139932 = -4151844.240303
  nChanged 25
		SP:Iteration 20F (134631.380000 sec): 3 clusters
  Score: Raw -4155247.335649 + Penalty 3390.139932 = -4151857.195717
  nChanged 20
		SP:Iteration 21Q (134631.680000 sec): 3 clusters
  Score: Raw -4155255.898879 + Penalty 3390.139932 = -4151865.758946
  nChanged 12
		SP:Iteration 22Q (134631.970000 sec): 3 clusters
  Score: Raw -4155261.151134 + Penalty 3390.139932 = -4151871.011202
  nChanged 9
		SP:Iteration 23Q (134632.260000 sec): 3 clusters
  Score: Raw -4155264.405564 + Penalty 3390.139932 = -4151874.265632
  nChanged 4
		SP:Iteration 24Q (134632.580000 sec): 3 clusters
  Score: Raw -4155266.258084 + Penalty 3390.139932 = -4151876.118151
  nChanged 4
		SP:Iteration 25Q (134632.900000 sec): 3 clusters
  Score: Raw -4155267.800046 + Penalty 3390.139932 = -4151877.660113
  nChanged 2
		SP:Iteration 26Q (134633.200000 sec): 3 clusters
  Score: Raw -4155268.317142 + Penalty 3390.139932 = -4151878.177210
  nChanged 2
		SP:Iteration 27Q (134633.520000 sec): 3 clusters
  Score: Raw -4155268.728206 + Penalty 3390.139932 = -4151878.588274
  nChanged 0
		SP:Iteration 28F (134633.850000 sec): 3 clusters
  Score: Raw -4155268.728206 + Penalty 3390.139932 = -4151878.588274
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 55 (17900 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (134634.030000 sec): 2 clusters
  Score: Raw -2140005.426750 + Penalty 1591.290349 = -2138414.136401
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (134634.280000 sec): 3 clusters
  Score: Raw -2129444.971276 + Penalty 3182.580697 = -2126262.390579
  nChanged 7989
		SP:Iteration 1F (134634.480000 sec): 3 clusters
  Score: Raw -2134049.636676 + Penalty 3182.580697 = -2130867.055979
  nChanged 1139
		SP:Iteration 2F (134634.680000 sec): 3 clusters
  Score: Raw -2134723.110105 + Penalty 3182.580697 = -2131540.529408
  nChanged 1188
		SP:Iteration 3F (134634.890000 sec): 3 clusters
  Score: Raw -2135445.124113 + Penalty 3182.580697 = -2132262.543415
  nChanged 1072
		SP:Iteration 4F (134635.140000 sec): 3 clusters
  Score: Raw -2136179.714933 + Penalty 3182.580697 = -2132997.134235
  nChanged 1125
		SP:Iteration 5F (134635.330000 sec): 3 clusters
  Score: Raw -2137136.302965 + Penalty 3182.580697 = -2133953.722268
  nChanged 1233
		SP:Iteration 6F (134635.550000 sec): 3 clusters
  Score: Raw -2138573.629953 + Penalty 3182.580697 = -2135391.049255
  nChanged 1269
		SP:Iteration 7F (134635.800000 sec): 3 clusters
  Score: Raw -2140097.365972 + Penalty 3182.580697 = -2136914.785275
  nChanged 1132
		SP:Iteration 8F (134636.000000 sec): 3 clusters
  Score: Raw -2141219.776675 + Penalty 3182.580697 = -2138037.195978
  nChanged 811
		SP:Iteration 9Q (134636.200000 sec): 3 clusters
  Score: Raw -2142109.735791 + Penalty 3182.580697 = -2138927.155094
  nChanged 613
		SP:Iteration 10Q (134636.430000 sec): 3 clusters
  Score: Raw -2142944.243443 + Penalty 3182.580697 = -2139761.662746
  nChanged 425
		SP:Iteration 11Q (134636.620000 sec): 3 clusters
  Score: Raw -2143504.238662 + Penalty 3182.580697 = -2140321.657965
  nChanged 224
		SP:Iteration 12Q (134636.800000 sec): 3 clusters
  Score: Raw -2143665.134324 + Penalty 3182.580697 = -2140482.553626
  nChanged 132
		SP:Iteration 13Q (134636.980000 sec): 3 clusters
  Score: Raw -2143721.391429 + Penalty 3182.580697 = -2140538.810732
  nChanged 64
		SP:Iteration 14Q (134637.180000 sec): 3 clusters
  Score: Raw -2143739.663405 + Penalty 3182.580697 = -2140557.082707
  nChanged 42
		SP:Iteration 15Q (134637.440000 sec): 3 clusters
  Score: Raw -2143747.948071 + Penalty 3182.580697 = -2140565.367373
  nChanged 23
		SP:Iteration 16Q (134637.620000 sec): 3 clusters
  Score: Raw -2143751.793836 + Penalty 3182.580697 = -2140569.213138
  nChanged 15
		SP:Iteration 17Q (134637.810000 sec): 3 clusters
  Score: Raw -2143753.720962 + Penalty 3182.580697 = -2140571.140264
  nChanged 11
		SP:Iteration 18Q (134637.990000 sec): 3 clusters
  Score: Raw -2143754.903239 + Penalty 3182.580697 = -2140572.322542
  nChanged 2
		SP:Iteration 19Q (134638.170000 sec): 3 clusters
  Score: Raw -2143755.471237 + Penalty 3182.580697 = -2140572.890540
  nChanged 2
		SP:Iteration 20F (134638.380000 sec): 3 clusters
  Score: Raw -2143755.652586 + Penalty 3182.580697 = -2140573.071889
  nChanged 1
		SP:Iteration 21Q (134638.640000 sec): 3 clusters
  Score: Raw -2143755.855675 + Penalty 3182.580697 = -2140573.274978
  nChanged 2
		SP:Iteration 22Q (134638.820000 sec): 3 clusters
  Score: Raw -2143756.014418 + Penalty 3182.580697 = -2140573.433721
  nChanged 1
		SP:Iteration 23Q (134639.000000 sec): 3 clusters
  Score: Raw -2143756.154425 + Penalty 3182.580697 = -2140573.573728
  nChanged 0
		SP:Iteration 24F (134639.200000 sec): 3 clusters
  Score: Raw -2143756.154425 + Penalty 3182.580697 = -2140573.573728
  nChanged 0
  Score: Raw -119000635.648149 + Penalty 216035.216941 = -118784600.431208

Splitting cluster 55 changes total score from -118778445.346263 to -118784600.431208

 So it's getting split into cluster 96.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 56 (4598 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (134931.560000 sec): 2 clusters
  Score: Raw -507365.110816 + Penalty 1370.423715 = -505994.687101
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (134931.650000 sec): 3 clusters
  Score: Raw -504988.077696 + Penalty 2740.847429 = -502247.230267
  nChanged 1895
		SP:Iteration 1F (134931.730000 sec): 3 clusters
  Score: Raw -506152.904438 + Penalty 2740.847429 = -503412.057009
  nChanged 384
		SP:Iteration 2F (134931.810000 sec): 3 clusters
  Score: Raw -506435.877713 + Penalty 2740.847429 = -503695.030283
  nChanged 344
		SP:Iteration 3F (134931.890000 sec): 3 clusters
  Score: Raw -506760.935799 + Penalty 2740.847429 = -504020.088369
  nChanged 333
		SP:Iteration 4F (134931.970000 sec): 3 clusters
  Score: Raw -507072.023501 + Penalty 2740.847429 = -504331.176072
  nChanged 288
		SP:Iteration 5F (134932.060000 sec): 3 clusters
  Score: Raw -507373.852346 + Penalty 2740.847429 = -504633.004917
  nChanged 241
		SP:Iteration 6F (134932.140000 sec): 3 clusters
  Score: Raw -507620.324157 + Penalty 2740.847429 = -504879.476728
  nChanged 175
		SP:Iteration 7Q (134932.220000 sec): 3 clusters
  Score: Raw -507811.526185 + Penalty 2740.847429 = -505070.678755
  nChanged 161
		SP:Iteration 8Q (134932.300000 sec): 3 clusters
  Score: Raw -507965.152813 + Penalty 2740.847429 = -505224.305383
  nChanged 144
		SP:Iteration 9Q (134932.380000 sec): 3 clusters
  Score: Raw -508150.351454 + Penalty 2740.847429 = -505409.504024
  nChanged 170
		SP:Iteration 10Q (134932.460000 sec): 3 clusters
  Score: Raw -508420.827767 + Penalty 2740.847429 = -505679.980338
  nChanged 186
		SP:Iteration 11Q (134932.540000 sec): 3 clusters
  Score: Raw -508801.420104 + Penalty 2740.847429 = -506060.572675
  nChanged 175
		SP:Iteration 12Q (134932.620000 sec): 3 clusters
  Score: Raw -509083.336650 + Penalty 2740.847429 = -506342.489221
  nChanged 104
		SP:Iteration 13Q (134932.690000 sec): 3 clusters
  Score: Raw -509225.407360 + Penalty 2740.847429 = -506484.559931
  nChanged 71
		SP:Iteration 14Q (134932.770000 sec): 3 clusters
  Score: Raw -509304.359832 + Penalty 2740.847429 = -506563.512403
  nChanged 62
		SP:Iteration 15Q (134932.850000 sec): 3 clusters
  Score: Raw -509360.723058 + Penalty 2740.847429 = -506619.875629
  nChanged 35
		SP:Iteration 16Q (134932.930000 sec): 3 clusters
  Score: Raw -509378.861148 + Penalty 2740.847429 = -506638.013719
  nChanged 12
		SP:Iteration 17Q (134933.000000 sec): 3 clusters
  Score: Raw -509381.406337 + Penalty 2740.847429 = -506640.558908
  nChanged 2
		SP:Iteration 18Q (134933.080000 sec): 3 clusters
  Score: Raw -509381.845609 + Penalty 2740.847429 = -506640.998180
  nChanged 3
		SP:Iteration 19Q (134933.160000 sec): 3 clusters
  Score: Raw -509383.333600 + Penalty 2740.847429 = -506642.486170
  nChanged 1
		SP:Iteration 20F (134933.240000 sec): 3 clusters
  Score: Raw -509383.474953 + Penalty 2740.847429 = -506642.627524
  nChanged 0
  Score: Raw -119002654.012286 + Penalty 218285.583784 = -118784368.428502

Splitting cluster 56 changes total score from -118778445.346263 to -118784368.428502

 So it's getting split into cluster 97.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 57 (26448 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135228.510000 sec): 2 clusters
  Score: Raw -3064200.470952 + Penalty 1654.727071 = -3062545.743881
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135228.840000 sec): 3 clusters
  Score: Raw -3048135.195974 + Penalty 3309.454142 = -3044825.741832
  nChanged 12123
		SP:Iteration 1F (135229.110000 sec): 3 clusters
  Score: Raw -3056321.190529 + Penalty 3309.454142 = -3053011.736387
  nChanged 2374
		SP:Iteration 2F (135229.440000 sec): 3 clusters
  Score: Raw -3058973.178919 + Penalty 3309.454142 = -3055663.724777
  nChanged 2690
		SP:Iteration 3F (135229.710000 sec): 3 clusters
  Score: Raw -3062329.086938 + Penalty 3309.454142 = -3059019.632797
  nChanged 2573
		SP:Iteration 4F (135230.030000 sec): 3 clusters
  Score: Raw -3065554.249616 + Penalty 3309.454142 = -3062244.795474
  nChanged 2008
		SP:Iteration 5F (135230.300000 sec): 3 clusters
  Score: Raw -3067820.246990 + Penalty 3309.454142 = -3064510.792848
  nChanged 1339
		SP:Iteration 6F (135230.630000 sec): 3 clusters
  Score: Raw -3068860.174866 + Penalty 3309.454142 = -3065550.720725
  nChanged 830
		SP:Iteration 7Q (135230.910000 sec): 3 clusters
  Score: Raw -3069245.242350 + Penalty 3309.454142 = -3065935.788208
  nChanged 454
		SP:Iteration 8Q (135231.210000 sec): 3 clusters
  Score: Raw -3069410.624084 + Penalty 3309.454142 = -3066101.169943
  nChanged 308
		SP:Iteration 9Q (135231.490000 sec): 3 clusters
  Score: Raw -3069502.392804 + Penalty 3309.454142 = -3066192.938662
  nChanged 236
		SP:Iteration 10Q (135231.750000 sec): 3 clusters
  Score: Raw -3069566.052637 + Penalty 3309.454142 = -3066256.598496
  nChanged 200
		SP:Iteration 11Q (135232.010000 sec): 3 clusters
  Score: Raw -3069618.581601 + Penalty 3309.454142 = -3066309.127460
  nChanged 172
		SP:Iteration 12Q (135232.320000 sec): 3 clusters
  Score: Raw -3069659.966704 + Penalty 3309.454142 = -3066350.512563
  nChanged 156
		SP:Iteration 13Q (135232.600000 sec): 3 clusters
  Score: Raw -3069697.108519 + Penalty 3309.454142 = -3066387.654377
  nChanged 155
		SP:Iteration 14Q (135232.860000 sec): 3 clusters
  Score: Raw -3069736.585676 + Penalty 3309.454142 = -3066427.131535
  nChanged 156
		SP:Iteration 15Q (135233.170000 sec): 3 clusters
  Score: Raw -3069772.426106 + Penalty 3309.454142 = -3066462.971965
  nChanged 142
		SP:Iteration 16Q (135233.440000 sec): 3 clusters
  Score: Raw -3069801.685873 + Penalty 3309.454142 = -3066492.231732
  nChanged 128
		SP:Iteration 17Q (135233.700000 sec): 3 clusters
  Score: Raw -3069825.842982 + Penalty 3309.454142 = -3066516.388840
  nChanged 102
		SP:Iteration 18Q (135233.980000 sec): 3 clusters
  Score: Raw -3069846.120787 + Penalty 3309.454142 = -3066536.666645
  nChanged 111
		SP:Iteration 19Q (135234.260000 sec): 3 clusters
  Score: Raw -3069866.554033 + Penalty 3309.454142 = -3066557.099892
  nChanged 94
		SP:Iteration 20F (135234.530000 sec): 3 clusters
  Score: Raw -3069880.528768 + Penalty 3309.454142 = -3066571.074627
  nChanged 81
		SP:Iteration 21Q (135234.840000 sec): 3 clusters
  Score: Raw -3069896.419289 + Penalty 3309.454142 = -3066586.965148
  nChanged 100
		SP:Iteration 22Q (135235.120000 sec): 3 clusters
  Score: Raw -3069910.876293 + Penalty 3309.454142 = -3066601.422151
  nChanged 82
		SP:Iteration 23Q (135235.380000 sec): 3 clusters
  Score: Raw -3069921.564890 + Penalty 3309.454142 = -3066612.110749
  nChanged 77
		SP:Iteration 24Q (135235.690000 sec): 3 clusters
  Score: Raw -3069936.917187 + Penalty 3309.454142 = -3066627.463045
  nChanged 87
		SP:Iteration 25Q (135235.970000 sec): 3 clusters
  Score: Raw -3069955.637771 + Penalty 3309.454142 = -3066646.183630
  nChanged 80
		SP:Iteration 26Q (135236.230000 sec): 3 clusters
  Score: Raw -3069969.236721 + Penalty 3309.454142 = -3066659.782579
  nChanged 71
		SP:Iteration 27Q (135236.540000 sec): 3 clusters
  Score: Raw -3069981.808613 + Penalty 3309.454142 = -3066672.354471
  nChanged 63
		SP:Iteration 28Q (135236.820000 sec): 3 clusters
  Score: Raw -3069995.725490 + Penalty 3309.454142 = -3066686.271349
  nChanged 91
		SP:Iteration 29Q (135237.080000 sec): 3 clusters
  Score: Raw -3070021.428474 + Penalty 3309.454142 = -3066711.974332
  nChanged 99
		SP:Iteration 30Q (135237.380000 sec): 3 clusters
  Score: Raw -3070045.107127 + Penalty 3309.454142 = -3066735.652986
  nChanged 97
		SP:Iteration 31Q (135237.660000 sec): 3 clusters
  Score: Raw -3070060.252895 + Penalty 3309.454142 = -3066750.798754
  nChanged 82
		SP:Iteration 32Q (135237.920000 sec): 3 clusters
  Score: Raw -3070073.656555 + Penalty 3309.454142 = -3066764.202413
  nChanged 75
		SP:Iteration 33Q (135238.220000 sec): 3 clusters
  Score: Raw -3070084.631967 + Penalty 3309.454142 = -3066775.177825
  nChanged 82
		SP:Iteration 34Q (135238.500000 sec): 3 clusters
  Score: Raw -3070094.719951 + Penalty 3309.454142 = -3066785.265810
  nChanged 72
		SP:Iteration 35Q (135238.760000 sec): 3 clusters
  Score: Raw -3070102.512578 + Penalty 3309.454142 = -3066793.058437
  nChanged 58
		SP:Iteration 36Q (135239.070000 sec): 3 clusters
  Score: Raw -3070109.681602 + Penalty 3309.454142 = -3066800.227460
  nChanged 68
		SP:Iteration 37Q (135239.350000 sec): 3 clusters
  Score: Raw -3070118.410546 + Penalty 3309.454142 = -3066808.956405
  nChanged 67
		SP:Iteration 38Q (135239.610000 sec): 3 clusters
  Score: Raw -3070129.236365 + Penalty 3309.454142 = -3066819.782224
  nChanged 70
		SP:Iteration 39Q (135239.910000 sec): 3 clusters
  Score: Raw -3070139.195779 + Penalty 3309.454142 = -3066829.741637
  nChanged 72
		SP:Iteration 40F (135240.210000 sec): 3 clusters
  Score: Raw -3070147.763285 + Penalty 3309.454142 = -3066838.309143
  nChanged 56
		SP:Iteration 41Q (135240.520000 sec): 3 clusters
  Score: Raw -3070152.564683 + Penalty 3309.454142 = -3066843.110542
  nChanged 42
		SP:Iteration 42Q (135240.810000 sec): 3 clusters
  Score: Raw -3070156.788825 + Penalty 3309.454142 = -3066847.334683
  nChanged 39
		SP:Iteration 43Q (135241.070000 sec): 3 clusters
  Score: Raw -3070161.107093 + Penalty 3309.454142 = -3066851.652952
  nChanged 38
		SP:Iteration 44Q (135241.370000 sec): 3 clusters
  Score: Raw -3070165.030594 + Penalty 3309.454142 = -3066855.576453
  nChanged 36
		SP:Iteration 45Q (135241.650000 sec): 3 clusters
  Score: Raw -3070168.106688 + Penalty 3309.454142 = -3066858.652546
  nChanged 33
		SP:Iteration 46Q (135241.960000 sec): 3 clusters
  Score: Raw -3070171.241286 + Penalty 3309.454142 = -3066861.787144
  nChanged 31
		SP:Iteration 47Q (135242.250000 sec): 3 clusters
  Score: Raw -3070173.929645 + Penalty 3309.454142 = -3066864.475503
  nChanged 30
		SP:Iteration 48Q (135242.510000 sec): 3 clusters
  Score: Raw -3070176.124319 + Penalty 3309.454142 = -3066866.670177
  nChanged 26
		SP:Iteration 49Q (135242.810000 sec): 3 clusters
  Score: Raw -3070178.048133 + Penalty 3309.454142 = -3066868.593991
  nChanged 20
		SP:Iteration 50Q (135243.100000 sec): 3 clusters
  Score: Raw -3070179.261950 + Penalty 3309.454142 = -3066869.807808
  nChanged 13
		SP:Iteration 51Q (135243.360000 sec): 3 clusters
  Score: Raw -3070180.252032 + Penalty 3309.454142 = -3066870.797890
  nChanged 13
		SP:Iteration 52Q (135243.660000 sec): 3 clusters
  Score: Raw -3070180.833693 + Penalty 3309.454142 = -3066871.379551
  nChanged 8
		SP:Iteration 53Q (135243.950000 sec): 3 clusters
  Score: Raw -3070181.230345 + Penalty 3309.454142 = -3066871.776204
  nChanged 8
		SP:Iteration 54Q (135244.210000 sec): 3 clusters
  Score: Raw -3070181.732249 + Penalty 3309.454142 = -3066872.278107
  nChanged 5
		SP:Iteration 55Q (135244.510000 sec): 3 clusters
  Score: Raw -3070181.952370 + Penalty 3309.454142 = -3066872.498229
  nChanged 2
		SP:Iteration 56Q (135244.800000 sec): 3 clusters
  Score: Raw -3070182.041351 + Penalty 3309.454142 = -3066872.587210
  nChanged 3
		SP:Iteration 57Q (135245.050000 sec): 3 clusters
  Score: Raw -3070182.320220 + Penalty 3309.454142 = -3066872.866079
  nChanged 8
		SP:Iteration 58Q (135245.360000 sec): 3 clusters
  Score: Raw -3070182.703889 + Penalty 3309.454142 = -3066873.249748
  nChanged 6
		SP:Iteration 59Q (135245.650000 sec): 3 clusters
  Score: Raw -3070183.092497 + Penalty 3309.454142 = -3066873.638355
  nChanged 9
		SP:Iteration 60F (135245.950000 sec): 3 clusters
  Score: Raw -3070183.678672 + Penalty 3309.454142 = -3066874.224531
  nChanged 8
		SP:Iteration 61Q (135246.230000 sec): 3 clusters
  Score: Raw -3070185.016322 + Penalty 3309.454142 = -3066875.562180
  nChanged 17
		SP:Iteration 62Q (135246.490000 sec): 3 clusters
  Score: Raw -3070186.973573 + Penalty 3309.454142 = -3066877.519431
  nChanged 12
		SP:Iteration 63Q (135246.800000 sec): 3 clusters
  Score: Raw -3070187.614132 + Penalty 3309.454142 = -3066878.159990
  nChanged 6
		SP:Iteration 64Q (135247.090000 sec): 3 clusters
  Score: Raw -3070187.913123 + Penalty 3309.454142 = -3066878.458982
  nChanged 2
		SP:Iteration 65Q (135247.350000 sec): 3 clusters
  Score: Raw -3070188.086354 + Penalty 3309.454142 = -3066878.632212
  nChanged 4
		SP:Iteration 66Q (135247.650000 sec): 3 clusters
  Score: Raw -3070188.310816 + Penalty 3309.454142 = -3066878.856675
  nChanged 2
		SP:Iteration 67Q (135247.940000 sec): 3 clusters
  Score: Raw -3070188.353399 + Penalty 3309.454142 = -3066878.899258
  nChanged 1
		SP:Iteration 68Q (135248.200000 sec): 3 clusters
  Score: Raw -3070188.378899 + Penalty 3309.454142 = -3066878.924757
  nChanged 2
		SP:Iteration 69Q (135248.500000 sec): 3 clusters
  Score: Raw -3070188.446249 + Penalty 3309.454142 = -3066878.992108
  nChanged 1
		SP:Iteration 70Q (135248.790000 sec): 3 clusters
  Score: Raw -3070188.470041 + Penalty 3309.454142 = -3066879.015899
  nChanged 1
		SP:Iteration 71Q (135249.080000 sec): 3 clusters
  Score: Raw -3070188.515816 + Penalty 3309.454142 = -3066879.061675
  nChanged 2
		SP:Iteration 72Q (135249.360000 sec): 3 clusters
  Score: Raw -3070188.620153 + Penalty 3309.454142 = -3066879.166012
  nChanged 2
		SP:Iteration 73Q (135249.620000 sec): 3 clusters
  Score: Raw -3070188.705041 + Penalty 3309.454142 = -3066879.250899
  nChanged 3
		SP:Iteration 74Q (135249.880000 sec): 3 clusters
  Score: Raw -3070188.916447 + Penalty 3309.454142 = -3066879.462306
  nChanged 1
		SP:Iteration 75Q (135250.190000 sec): 3 clusters
  Score: Raw -3070188.940808 + Penalty 3309.454142 = -3066879.486666
  nChanged 1
		SP:Iteration 76Q (135250.470000 sec): 3 clusters
  Score: Raw -3070188.955498 + Penalty 3309.454142 = -3066879.501356
  nChanged 0
		SP:Iteration 77F (135250.750000 sec): 3 clusters
  Score: Raw -3070188.955498 + Penalty 3309.454142 = -3066879.501356
  nChanged 0
  Score: Raw -119008642.496833 + Penalty 220535.950627 = -118788106.546206

Splitting cluster 57 changes total score from -118778445.346263 to -118788106.546206

 So it's getting split into cluster 98.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 58 (7423 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135548.870000 sec): 2 clusters
  Score: Raw -854811.232572 + Penalty 1448.255017 = -853362.977555
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135549.000000 sec): 3 clusters
  Score: Raw -850858.682743 + Penalty 2896.510034 = -847962.172709
  nChanged 3179
		SP:Iteration 1F (135549.110000 sec): 3 clusters
  Score: Raw -853587.759118 + Penalty 2896.510034 = -850691.249084
  nChanged 895
		SP:Iteration 2F (135549.210000 sec): 3 clusters
  Score: Raw -854854.591006 + Penalty 2896.510034 = -851958.080971
  nChanged 719
		SP:Iteration 3F (135549.330000 sec): 3 clusters
  Score: Raw -855589.985288 + Penalty 2896.510034 = -852693.475254
  nChanged 520
		SP:Iteration 4F (135549.440000 sec): 3 clusters
  Score: Raw -855932.215550 + Penalty 2896.510034 = -853035.705516
  nChanged 304
		SP:Iteration 5Q (135549.560000 sec): 3 clusters
  Score: Raw -856073.357258 + Penalty 2896.510034 = -853176.847224
  nChanged 207
		SP:Iteration 6Q (135549.690000 sec): 3 clusters
  Score: Raw -856160.967327 + Penalty 2896.510034 = -853264.457293
  nChanged 160
		SP:Iteration 7Q (135549.810000 sec): 3 clusters
  Score: Raw -856236.112052 + Penalty 2896.510034 = -853339.602018
  nChanged 127
		SP:Iteration 8Q (135549.930000 sec): 3 clusters
  Score: Raw -856294.724452 + Penalty 2896.510034 = -853398.214417
  nChanged 125
		SP:Iteration 9Q (135550.050000 sec): 3 clusters
  Score: Raw -856363.324293 + Penalty 2896.510034 = -853466.814259
  nChanged 130
		SP:Iteration 10Q (135550.170000 sec): 3 clusters
  Score: Raw -856422.880137 + Penalty 2896.510034 = -853526.370103
  nChanged 116
		SP:Iteration 11Q (135550.290000 sec): 3 clusters
  Score: Raw -856480.324190 + Penalty 2896.510034 = -853583.814156
  nChanged 93
		SP:Iteration 12Q (135550.410000 sec): 3 clusters
  Score: Raw -856512.875381 + Penalty 2896.510034 = -853616.365347
  nChanged 69
		SP:Iteration 13Q (135550.530000 sec): 3 clusters
  Score: Raw -856540.598200 + Penalty 2896.510034 = -853644.088166
  nChanged 71
		SP:Iteration 14Q (135550.650000 sec): 3 clusters
  Score: Raw -856574.976022 + Penalty 2896.510034 = -853678.465987
  nChanged 68
		SP:Iteration 15Q (135550.770000 sec): 3 clusters
  Score: Raw -856600.285229 + Penalty 2896.510034 = -853703.775194
  nChanged 65
		SP:Iteration 16Q (135550.890000 sec): 3 clusters
  Score: Raw -856622.112788 + Penalty 2896.510034 = -853725.602753
  nChanged 62
		SP:Iteration 17Q (135551.010000 sec): 3 clusters
  Score: Raw -856639.645989 + Penalty 2896.510034 = -853743.135955
  nChanged 53
		SP:Iteration 18Q (135551.130000 sec): 3 clusters
  Score: Raw -856652.750183 + Penalty 2896.510034 = -853756.240149
  nChanged 37
		SP:Iteration 19Q (135551.250000 sec): 3 clusters
  Score: Raw -856660.751877 + Penalty 2896.510034 = -853764.241842
  nChanged 34
		SP:Iteration 20F (135551.370000 sec): 3 clusters
  Score: Raw -856670.740042 + Penalty 2896.510034 = -853774.230008
  nChanged 30
		SP:Iteration 21Q (135551.490000 sec): 3 clusters
  Score: Raw -856681.404782 + Penalty 2896.510034 = -853784.894748
  nChanged 33
		SP:Iteration 22Q (135551.610000 sec): 3 clusters
  Score: Raw -856694.024879 + Penalty 2896.510034 = -853797.514845
  nChanged 41
		SP:Iteration 23Q (135551.730000 sec): 3 clusters
  Score: Raw -856706.646883 + Penalty 2896.510034 = -853810.136849
  nChanged 54
		SP:Iteration 24Q (135551.850000 sec): 3 clusters
  Score: Raw -856724.241740 + Penalty 2896.510034 = -853827.731706
  nChanged 54
		SP:Iteration 25Q (135551.970000 sec): 3 clusters
  Score: Raw -856744.024461 + Penalty 2896.510034 = -853847.514427
  nChanged 66
		SP:Iteration 26Q (135552.090000 sec): 3 clusters
  Score: Raw -856766.880028 + Penalty 2896.510034 = -853870.369993
  nChanged 76
		SP:Iteration 27Q (135552.210000 sec): 3 clusters
  Score: Raw -856794.143685 + Penalty 2896.510034 = -853897.633651
  nChanged 83
		SP:Iteration 28Q (135552.330000 sec): 3 clusters
  Score: Raw -856819.387270 + Penalty 2896.510034 = -853922.877236
  nChanged 58
		SP:Iteration 29Q (135552.450000 sec): 3 clusters
  Score: Raw -856840.105343 + Penalty 2896.510034 = -853943.595309
  nChanged 80
		SP:Iteration 30Q (135552.560000 sec): 3 clusters
  Score: Raw -856861.920703 + Penalty 2896.510034 = -853965.410668
  nChanged 72
		SP:Iteration 31Q (135552.680000 sec): 3 clusters
  Score: Raw -856879.992169 + Penalty 2896.510034 = -853983.482135
  nChanged 64
		SP:Iteration 32Q (135552.800000 sec): 3 clusters
  Score: Raw -856896.227734 + Penalty 2896.510034 = -853999.717700
  nChanged 71
		SP:Iteration 33Q (135552.920000 sec): 3 clusters
  Score: Raw -856914.902130 + Penalty 2896.510034 = -854018.392095
  nChanged 68
		SP:Iteration 34Q (135553.040000 sec): 3 clusters
  Score: Raw -856935.667225 + Penalty 2896.510034 = -854039.157191
  nChanged 74
		SP:Iteration 35Q (135553.280000 sec): 3 clusters
  Score: Raw -856959.419109 + Penalty 2896.510034 = -854062.909075
  nChanged 69
		SP:Iteration 36Q (135553.520000 sec): 3 clusters
  Score: Raw -856977.856865 + Penalty 2896.510034 = -854081.346831
  nChanged 56
		SP:Iteration 37Q (135553.620000 sec): 3 clusters
  Score: Raw -856992.937051 + Penalty 2896.510034 = -854096.427017
  nChanged 60
		SP:Iteration 38Q (135553.730000 sec): 3 clusters
  Score: Raw -857009.533143 + Penalty 2896.510034 = -854113.023108
  nChanged 54
		SP:Iteration 39Q (135553.850000 sec): 3 clusters
  Score: Raw -857025.097070 + Penalty 2896.510034 = -854128.587036
  nChanged 58
		SP:Iteration 40F (135553.980000 sec): 3 clusters
  Score: Raw -857039.417678 + Penalty 2896.510034 = -854142.907644
  nChanged 52
		SP:Iteration 41Q (135554.090000 sec): 3 clusters
  Score: Raw -857051.014107 + Penalty 2896.510034 = -854154.504073
  nChanged 43
		SP:Iteration 42Q (135554.210000 sec): 3 clusters
  Score: Raw -857059.732463 + Penalty 2896.510034 = -854163.222429
  nChanged 41
		SP:Iteration 43Q (135554.330000 sec): 3 clusters
  Score: Raw -857069.083794 + Penalty 2896.510034 = -854172.573760
  nChanged 31
		SP:Iteration 44Q (135554.450000 sec): 3 clusters
  Score: Raw -857075.151928 + Penalty 2896.510034 = -854178.641893
  nChanged 26
		SP:Iteration 45Q (135554.570000 sec): 3 clusters
  Score: Raw -857078.427826 + Penalty 2896.510034 = -854181.917792
  nChanged 24
		SP:Iteration 46Q (135554.690000 sec): 3 clusters
  Score: Raw -857082.809787 + Penalty 2896.510034 = -854186.299753
  nChanged 24
		SP:Iteration 47Q (135554.810000 sec): 3 clusters
  Score: Raw -857086.743715 + Penalty 2896.510034 = -854190.233680
  nChanged 24
		SP:Iteration 48Q (135554.920000 sec): 3 clusters
  Score: Raw -857090.309396 + Penalty 2896.510034 = -854193.799362
  nChanged 21
		SP:Iteration 49Q (135555.040000 sec): 3 clusters
  Score: Raw -857093.158759 + Penalty 2896.510034 = -854196.648724
  nChanged 15
		SP:Iteration 50Q (135555.160000 sec): 3 clusters
  Score: Raw -857095.206225 + Penalty 2896.510034 = -854198.696190
  nChanged 15
		SP:Iteration 51Q (135555.290000 sec): 3 clusters
  Score: Raw -857098.315132 + Penalty 2896.510034 = -854201.805098
  nChanged 15
		SP:Iteration 52Q (135555.410000 sec): 3 clusters
  Score: Raw -857101.543336 + Penalty 2896.510034 = -854205.033302
  nChanged 19
		SP:Iteration 53Q (135555.530000 sec): 3 clusters
  Score: Raw -857104.123642 + Penalty 2896.510034 = -854207.613607
  nChanged 11
		SP:Iteration 54Q (135555.640000 sec): 3 clusters
  Score: Raw -857105.609265 + Penalty 2896.510034 = -854209.099230
  nChanged 12
		SP:Iteration 55Q (135555.760000 sec): 3 clusters
  Score: Raw -857107.248939 + Penalty 2896.510034 = -854210.738904
  nChanged 15
		SP:Iteration 56Q (135555.880000 sec): 3 clusters
  Score: Raw -857109.799045 + Penalty 2896.510034 = -854213.289010
  nChanged 15
		SP:Iteration 57Q (135556.000000 sec): 3 clusters
  Score: Raw -857112.184079 + Penalty 2896.510034 = -854215.674044
  nChanged 12
		SP:Iteration 58Q (135556.120000 sec): 3 clusters
  Score: Raw -857113.602734 + Penalty 2896.510034 = -854217.092699
  nChanged 14
		SP:Iteration 59Q (135556.230000 sec): 3 clusters
  Score: Raw -857115.116049 + Penalty 2896.510034 = -854218.606015
  nChanged 11
		SP:Iteration 60F (135556.360000 sec): 3 clusters
  Score: Raw -857115.961579 + Penalty 2896.510034 = -854219.451544
  nChanged 5
		SP:Iteration 61Q (135556.470000 sec): 3 clusters
  Score: Raw -857116.509793 + Penalty 2896.510034 = -854219.999758
  nChanged 6
		SP:Iteration 62Q (135556.590000 sec): 3 clusters
  Score: Raw -857117.603752 + Penalty 2896.510034 = -854221.093717
  nChanged 12
		SP:Iteration 63Q (135556.710000 sec): 3 clusters
  Score: Raw -857119.424425 + Penalty 2896.510034 = -854222.914391
  nChanged 14
		SP:Iteration 64Q (135556.830000 sec): 3 clusters
  Score: Raw -857122.642773 + Penalty 2896.510034 = -854226.132738
  nChanged 19
		SP:Iteration 65Q (135556.950000 sec): 3 clusters
  Score: Raw -857126.746226 + Penalty 2896.510034 = -854230.236192
  nChanged 20
		SP:Iteration 66Q (135557.070000 sec): 3 clusters
  Score: Raw -857130.896388 + Penalty 2896.510034 = -854234.386353
  nChanged 13
		SP:Iteration 67Q (135557.190000 sec): 3 clusters
  Score: Raw -857132.828856 + Penalty 2896.510034 = -854236.318821
  nChanged 13
		SP:Iteration 68Q (135557.310000 sec): 3 clusters
  Score: Raw -857134.384602 + Penalty 2896.510034 = -854237.874568
  nChanged 13
		SP:Iteration 69Q (135557.430000 sec): 3 clusters
  Score: Raw -857135.781684 + Penalty 2896.510034 = -854239.271650
  nChanged 8
		SP:Iteration 70Q (135557.550000 sec): 3 clusters
  Score: Raw -857136.479203 + Penalty 2896.510034 = -854239.969168
  nChanged 8
		SP:Iteration 71Q (135557.670000 sec): 3 clusters
  Score: Raw -857137.174266 + Penalty 2896.510034 = -854240.664232
  nChanged 5
		SP:Iteration 72Q (135557.790000 sec): 3 clusters
  Score: Raw -857137.501813 + Penalty 2896.510034 = -854240.991779
  nChanged 3
		SP:Iteration 73Q (135557.910000 sec): 3 clusters
  Score: Raw -857137.761781 + Penalty 2896.510034 = -854241.251747
  nChanged 1
		SP:Iteration 74Q (135558.030000 sec): 3 clusters
  Score: Raw -857137.788180 + Penalty 2896.510034 = -854241.278145
  nChanged 0
		SP:Iteration 75F (135558.150000 sec): 3 clusters
  Score: Raw -857137.788180 + Penalty 2896.510034 = -854241.278145
  nChanged 0
  Score: Raw -119010969.052441 + Penalty 222786.317470 = -118788182.734970

Splitting cluster 58 changes total score from -118778445.346263 to -118788182.734970

 So it's getting split into cluster 99.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 59 (7271 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135858.400000 sec): 2 clusters
  Score: Raw -764021.033325 + Penalty 1444.892981 = -762576.140344
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135858.550000 sec): 3 clusters
  Score: Raw -760120.364006 + Penalty 2889.785962 = -757230.578045
  nChanged 3098
		SP:Iteration 1F (135858.650000 sec): 3 clusters
  Score: Raw -762959.091932 + Penalty 2889.785962 = -760069.305970
  nChanged 781
		SP:Iteration 2F (135858.760000 sec): 3 clusters
  Score: Raw -763877.880895 + Penalty 2889.785962 = -760988.094933
  nChanged 642
		SP:Iteration 3F (135858.870000 sec): 3 clusters
  Score: Raw -764488.720236 + Penalty 2889.785962 = -761598.934274
  nChanged 470
		SP:Iteration 4F (135858.980000 sec): 3 clusters
  Score: Raw -764887.845709 + Penalty 2889.785962 = -761998.059747
  nChanged 359
		SP:Iteration 5Q (135859.080000 sec): 3 clusters
  Score: Raw -765165.308758 + Penalty 2889.785962 = -762275.522796
  nChanged 231
		SP:Iteration 6Q (135859.190000 sec): 3 clusters
  Score: Raw -765350.096589 + Penalty 2889.785962 = -762460.310628
  nChanged 188
		SP:Iteration 7Q (135859.300000 sec): 3 clusters
  Score: Raw -765464.048938 + Penalty 2889.785962 = -762574.262976
  nChanged 146
		SP:Iteration 8Q (135859.410000 sec): 3 clusters
  Score: Raw -765529.590433 + Penalty 2889.785962 = -762639.804471
  nChanged 108
		SP:Iteration 9Q (135859.530000 sec): 3 clusters
  Score: Raw -765578.302496 + Penalty 2889.785962 = -762688.516534
  nChanged 90
		SP:Iteration 10Q (135859.650000 sec): 3 clusters
  Score: Raw -765611.701070 + Penalty 2889.785962 = -762721.915109
  nChanged 74
		SP:Iteration 11Q (135859.770000 sec): 3 clusters
  Score: Raw -765642.368694 + Penalty 2889.785962 = -762752.582732
  nChanged 72
		SP:Iteration 12Q (135859.890000 sec): 3 clusters
  Score: Raw -765670.203604 + Penalty 2889.785962 = -762780.417642
  nChanged 79
		SP:Iteration 13Q (135860.000000 sec): 3 clusters
  Score: Raw -765699.288282 + Penalty 2889.785962 = -762809.502321
  nChanged 58
		SP:Iteration 14Q (135860.120000 sec): 3 clusters
  Score: Raw -765719.960709 + Penalty 2889.785962 = -762830.174747
  nChanged 63
		SP:Iteration 15Q (135860.240000 sec): 3 clusters
  Score: Raw -765745.543410 + Penalty 2889.785962 = -762855.757448
  nChanged 70
		SP:Iteration 16Q (135860.360000 sec): 3 clusters
  Score: Raw -765776.097754 + Penalty 2889.785962 = -762886.311793
  nChanged 58
		SP:Iteration 17Q (135860.480000 sec): 3 clusters
  Score: Raw -765802.439404 + Penalty 2889.785962 = -762912.653443
  nChanged 64
		SP:Iteration 18Q (135860.590000 sec): 3 clusters
  Score: Raw -765832.308373 + Penalty 2889.785962 = -762942.522412
  nChanged 57
		SP:Iteration 19Q (135860.710000 sec): 3 clusters
  Score: Raw -765857.217666 + Penalty 2889.785962 = -762967.431704
  nChanged 56
		SP:Iteration 20F (135860.830000 sec): 3 clusters
  Score: Raw -765879.974642 + Penalty 2889.785962 = -762990.188681
  nChanged 59
		SP:Iteration 21Q (135860.950000 sec): 3 clusters
  Score: Raw -765907.491172 + Penalty 2889.785962 = -763017.705211
  nChanged 55
		SP:Iteration 22Q (135861.070000 sec): 3 clusters
  Score: Raw -765928.285021 + Penalty 2889.785962 = -763038.499060
  nChanged 41
		SP:Iteration 23Q (135861.190000 sec): 3 clusters
  Score: Raw -765942.259688 + Penalty 2889.785962 = -763052.473726
  nChanged 29
		SP:Iteration 24Q (135861.310000 sec): 3 clusters
  Score: Raw -765949.866143 + Penalty 2889.785962 = -763060.080182
  nChanged 27
		SP:Iteration 25Q (135861.420000 sec): 3 clusters
  Score: Raw -765954.988878 + Penalty 2889.785962 = -763065.202917
  nChanged 12
		SP:Iteration 26Q (135861.540000 sec): 3 clusters
  Score: Raw -765956.397831 + Penalty 2889.785962 = -763066.611870
  nChanged 8
		SP:Iteration 27Q (135861.650000 sec): 3 clusters
  Score: Raw -765957.749215 + Penalty 2889.785962 = -763067.963253
  nChanged 4
		SP:Iteration 28Q (135861.770000 sec): 3 clusters
  Score: Raw -765958.530057 + Penalty 2889.785962 = -763068.744096
  nChanged 5
		SP:Iteration 29Q (135861.890000 sec): 3 clusters
  Score: Raw -765959.074904 + Penalty 2889.785962 = -763069.288942
  nChanged 1
		SP:Iteration 30Q (135862.010000 sec): 3 clusters
  Score: Raw -765959.108529 + Penalty 2889.785962 = -763069.322568
  nChanged 0
		SP:Iteration 31F (135862.130000 sec): 3 clusters
  Score: Raw -765959.108529 + Penalty 2889.785962 = -763069.322568
  nChanged 0
  Score: Raw -119012907.127646 + Penalty 225036.684314 = -118787870.443332

Splitting cluster 59 changes total score from -118778445.346263 to -118787870.443332

 So it's getting split into cluster 100.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 60 (3859 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (136166.660000 sec): 2 clusters
  Score: Raw -411494.252806 + Penalty 1341.951546 = -410152.301260
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (136166.760000 sec): 3 clusters
  Score: Raw -409666.390673 + Penalty 2683.903092 = -406982.487581
  nChanged 1537
		SP:Iteration 1F (136166.830000 sec): 3 clusters
  Score: Raw -410951.064447 + Penalty 2683.903092 = -408267.161355
  nChanged 444
		SP:Iteration 2F (136166.900000 sec): 3 clusters
  Score: Raw -411491.470172 + Penalty 2683.903092 = -408807.567079
  nChanged 368
		SP:Iteration 3F (136166.970000 sec): 3 clusters
  Score: Raw -411930.187782 + Penalty 2683.903092 = -409246.284689
  nChanged 279
		SP:Iteration 4F (136167.040000 sec): 3 clusters
  Score: Raw -412271.664326 + Penalty 2683.903092 = -409587.761233
  nChanged 211
		SP:Iteration 5F (136167.110000 sec): 3 clusters
  Score: Raw -412490.531366 + Penalty 2683.903092 = -409806.628273
  nChanged 144
		SP:Iteration 6Q (136167.180000 sec): 3 clusters
  Score: Raw -412618.708540 + Penalty 2683.903092 = -409934.805448
  nChanged 104
		SP:Iteration 7Q (136167.250000 sec): 3 clusters
  Score: Raw -412702.856726 + Penalty 2683.903092 = -410018.953634
  nChanged 85
		SP:Iteration 8Q (136167.320000 sec): 3 clusters
  Score: Raw -412768.867361 + Penalty 2683.903092 = -410084.964269
  nChanged 79
		SP:Iteration 9Q (136167.390000 sec): 3 clusters
  Score: Raw -412831.449981 + Penalty 2683.903092 = -410147.546888
  nChanged 80
		SP:Iteration 10Q (136167.450000 sec): 3 clusters
  Score: Raw -412894.653919 + Penalty 2683.903092 = -410210.750827
  nChanged 70
		SP:Iteration 11Q (136167.520000 sec): 3 clusters
  Score: Raw -412937.595273 + Penalty 2683.903092 = -410253.692180
  nChanged 51
		SP:Iteration 12Q (136167.590000 sec): 3 clusters
  Score: Raw -412979.325818 + Penalty 2683.903092 = -410295.422726
  nChanged 51
		SP:Iteration 13Q (136167.650000 sec): 3 clusters
  Score: Raw -413022.595350 + Penalty 2683.903092 = -410338.692258
  nChanged 44
		SP:Iteration 14Q (136167.720000 sec): 3 clusters
  Score: Raw -413049.612568 + Penalty 2683.903092 = -410365.709475
  nChanged 43
		SP:Iteration 15Q (136167.790000 sec): 3 clusters
  Score: Raw -413072.522233 + Penalty 2683.903092 = -410388.619140
  nChanged 38
		SP:Iteration 16Q (136167.850000 sec): 3 clusters
  Score: Raw -413087.256486 + Penalty 2683.903092 = -410403.353394
  nChanged 19
		SP:Iteration 17Q (136167.920000 sec): 3 clusters
  Score: Raw -413093.762387 + Penalty 2683.903092 = -410409.859294
  nChanged 14
		SP:Iteration 18Q (136167.990000 sec): 3 clusters
  Score: Raw -413098.285410 + Penalty 2683.903092 = -410414.382317
  nChanged 14
		SP:Iteration 19Q (136168.050000 sec): 3 clusters
  Score: Raw -413104.530090 + Penalty 2683.903092 = -410420.626997
  nChanged 16
		SP:Iteration 20F (136168.130000 sec): 3 clusters
  Score: Raw -413110.181889 + Penalty 2683.903092 = -410426.278797
  nChanged 20
		SP:Iteration 21Q (136168.190000 sec): 3 clusters
  Score: Raw -413120.965883 + Penalty 2683.903092 = -410437.062791
  nChanged 27
		SP:Iteration 22Q (136168.260000 sec): 3 clusters
  Score: Raw -413135.928794 + Penalty 2683.903092 = -410452.025702
  nChanged 25
		SP:Iteration 23Q (136168.330000 sec): 3 clusters
  Score: Raw -413147.028079 + Penalty 2683.903092 = -410463.124987
  nChanged 27
		SP:Iteration 24Q (136168.390000 sec): 3 clusters
  Score: Raw -413162.348991 + Penalty 2683.903092 = -410478.445899
  nChanged 33
		SP:Iteration 25Q (136168.460000 sec): 3 clusters
  Score: Raw -413184.188385 + Penalty 2683.903092 = -410500.285292
  nChanged 41
		SP:Iteration 26Q (136168.530000 sec): 3 clusters
  Score: Raw -413210.752380 + Penalty 2683.903092 = -410526.849288
  nChanged 39
		SP:Iteration 27Q (136168.590000 sec): 3 clusters
  Score: Raw -413241.195952 + Penalty 2683.903092 = -410557.292860
  nChanged 51
		SP:Iteration 28Q (136168.660000 sec): 3 clusters
  Score: Raw -413286.317161 + Penalty 2683.903092 = -410602.414069
  nChanged 50
		SP:Iteration 29Q (136168.720000 sec): 3 clusters
  Score: Raw -413350.144932 + Penalty 2683.903092 = -410666.241840
  nChanged 67
		SP:Iteration 30Q (136168.790000 sec): 3 clusters
  Score: Raw -413442.343155 + Penalty 2683.903092 = -410758.440063
  nChanged 74
		SP:Iteration 31Q (136168.850000 sec): 3 clusters
  Score: Raw -413531.098205 + Penalty 2683.903092 = -410847.195112
  nChanged 55
		SP:Iteration 32Q (136168.920000 sec): 3 clusters
  Score: Raw -413578.958660 + Penalty 2683.903092 = -410895.055567
  nChanged 43
		SP:Iteration 33Q (136168.990000 sec): 3 clusters
  Score: Raw -413620.415896 + Penalty 2683.903092 = -410936.512804
  nChanged 29
		SP:Iteration 34Q (136169.050000 sec): 3 clusters
  Score: Raw -413637.237201 + Penalty 2683.903092 = -410953.334109
  nChanged 16
		SP:Iteration 35Q (136169.120000 sec): 3 clusters
  Score: Raw -413648.414620 + Penalty 2683.903092 = -410964.511527
  nChanged 22
		SP:Iteration 36Q (136169.180000 sec): 3 clusters
  Score: Raw -413657.775430 + Penalty 2683.903092 = -410973.872338
  nChanged 18
		SP:Iteration 37Q (136169.250000 sec): 3 clusters
  Score: Raw -413665.726756 + Penalty 2683.903092 = -410981.823663
  nChanged 12
		SP:Iteration 38Q (136169.310000 sec): 3 clusters
  Score: Raw -413669.212090 + Penalty 2683.903092 = -410985.308997
  nChanged 14
		SP:Iteration 39Q (136169.380000 sec): 3 clusters
  Score: Raw -413673.013750 + Penalty 2683.903092 = -410989.110658
  nChanged 11
		SP:Iteration 40F (136169.450000 sec): 3 clusters
  Score: Raw -413675.616999 + Penalty 2683.903092 = -410991.713907
  nChanged 13
		SP:Iteration 41Q (136169.510000 sec): 3 clusters
  Score: Raw -413679.225611 + Penalty 2683.903092 = -410995.322519
  nChanged 8
		SP:Iteration 42Q (136169.580000 sec): 3 clusters
  Score: Raw -413680.718032 + Penalty 2683.903092 = -410996.814940
  nChanged 6
		SP:Iteration 43Q (136169.640000 sec): 3 clusters
  Score: Raw -413681.738304 + Penalty 2683.903092 = -410997.835211
  nChanged 3
		SP:Iteration 44Q (136169.710000 sec): 3 clusters
  Score: Raw -413682.449943 + Penalty 2683.903092 = -410998.546851
  nChanged 3
		SP:Iteration 45Q (136169.770000 sec): 3 clusters
  Score: Raw -413683.376006 + Penalty 2683.903092 = -410999.472913
  nChanged 5
		SP:Iteration 46Q (136169.840000 sec): 3 clusters
  Score: Raw -413684.332997 + Penalty 2683.903092 = -411000.429904
  nChanged 2
		SP:Iteration 47Q (136169.910000 sec): 3 clusters
  Score: Raw -413685.864029 + Penalty 2683.903092 = -411001.960936
  nChanged 5
		SP:Iteration 48Q (136169.970000 sec): 3 clusters
  Score: Raw -413688.178537 + Penalty 2683.903092 = -411004.275444
  nChanged 3
		SP:Iteration 49Q (136170.030000 sec): 3 clusters
  Score: Raw -413688.786214 + Penalty 2683.903092 = -411004.883121
  nChanged 4
		SP:Iteration 50Q (136170.100000 sec): 3 clusters
  Score: Raw -413689.602081 + Penalty 2683.903092 = -411005.698988
  nChanged 2
		SP:Iteration 51Q (136170.170000 sec): 3 clusters
  Score: Raw -413690.099450 + Penalty 2683.903092 = -411006.196357
  nChanged 0
		SP:Iteration 52F (136170.240000 sec): 3 clusters
  Score: Raw -413690.099450 + Penalty 2683.903092 = -411006.196357
  nChanged 0
  Score: Raw -119015102.974289 + Penalty 227287.051157 = -118787815.923132

Splitting cluster 60 changes total score from -118778445.346263 to -118787815.923132

 So it's getting split into cluster 101.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 61 (1227 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (136477.700000 sec): 2 clusters
  Score: Raw -136627.204488 + Penalty 1155.753210 = -135471.451278
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (136477.730000 sec): 3 clusters
  Score: Raw -136259.842068 + Penalty 2311.506420 = -133948.335649
  nChanged 389
		SP:Iteration 1F (136477.760000 sec): 3 clusters
  Score: Raw -136692.776713 + Penalty 2311.506420 = -134381.270293
  nChanged 125
		SP:Iteration 2F (136477.780000 sec): 3 clusters
  Score: Raw -136979.591110 + Penalty 2311.506420 = -134668.084691
  nChanged 83
		SP:Iteration 3F (136477.800000 sec): 3 clusters
  Score: Raw -137293.985995 + Penalty 2311.506420 = -134982.479575
  nChanged 86
		SP:Iteration 4F (136477.830000 sec): 3 clusters
  Score: Raw -137629.624639 + Penalty 2311.506420 = -135318.118219
  nChanged 79
		SP:Iteration 5F (136477.850000 sec): 3 clusters
  Score: Raw -137795.252364 + Penalty 2311.506420 = -135483.745945
  nChanged 59
		SP:Iteration 6Q (136477.870000 sec): 3 clusters
  Score: Raw -137926.210131 + Penalty 2311.506420 = -135614.703712
  nChanged 31
		SP:Iteration 7Q (136477.900000 sec): 3 clusters
  Score: Raw -137999.644325 + Penalty 2311.506420 = -135688.137905
  nChanged 32
		SP:Iteration 8Q (136477.920000 sec): 3 clusters
  Score: Raw -138094.545307 + Penalty 2311.506420 = -135783.038887
  nChanged 31
		SP:Iteration 9Q (136477.940000 sec): 3 clusters
  Score: Raw -138176.076151 + Penalty 2311.506420 = -135864.569731
  nChanged 25
		SP:Iteration 10Q (136477.970000 sec): 3 clusters
  Score: Raw -138241.909406 + Penalty 2311.506420 = -135930.402986
  nChanged 16
		SP:Iteration 11Q (136477.990000 sec): 3 clusters
  Score: Raw -138288.996812 + Penalty 2311.506420 = -135977.490392
  nChanged 12
		SP:Iteration 12Q (136478.010000 sec): 3 clusters
  Score: Raw -138326.913078 + Penalty 2311.506420 = -136015.406658
  nChanged 10
		SP:Iteration 13Q (136478.030000 sec): 3 clusters
  Score: Raw -138351.383281 + Penalty 2311.506420 = -136039.876862
  nChanged 4
		SP:Iteration 14Q (136478.060000 sec): 3 clusters
  Score: Raw -138354.960617 + Penalty 2311.506420 = -136043.454198
  nChanged 0
		SP:Iteration 15F (136478.080000 sec): 3 clusters
  Score: Raw -138354.960617 + Penalty 2311.506420 = -136043.454198
  nChanged 0
  Score: Raw -119016830.730418 + Penalty 229537.418000 = -118787293.312419

Splitting cluster 61 changes total score from -118778445.346263 to -118787293.312419

 So it's getting split into cluster 102.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 62 (6642 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (136788.340000 sec): 2 clusters
  Score: Raw -752321.011559 + Penalty 1430.189865 = -750890.821694
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (136788.460000 sec): 3 clusters
  Score: Raw -748764.958401 + Penalty 2860.379731 = -745904.578671
  nChanged 2770
		SP:Iteration 1F (136788.560000 sec): 3 clusters
  Score: Raw -750396.514047 + Penalty 2860.379731 = -747536.134316
  nChanged 509
		SP:Iteration 2F (136788.660000 sec): 3 clusters
  Score: Raw -750724.773440 + Penalty 2860.379731 = -747864.393710
  nChanged 397
		SP:Iteration 3F (136788.770000 sec): 3 clusters
  Score: Raw -750942.970473 + Penalty 2860.379731 = -748082.590742
  nChanged 325
		SP:Iteration 4Q (136788.870000 sec): 3 clusters
  Score: Raw -751114.807542 + Penalty 2860.379731 = -748254.427811
  nChanged 277
		SP:Iteration 5Q (136788.970000 sec): 3 clusters
  Score: Raw -751279.982190 + Penalty 2860.379731 = -748419.602460
  nChanged 295
		SP:Iteration 6Q (136789.080000 sec): 3 clusters
  Score: Raw -751477.392319 + Penalty 2860.379731 = -748617.012588
  nChanged 286
		SP:Iteration 7Q (136789.180000 sec): 3 clusters
  Score: Raw -751704.899794 + Penalty 2860.379731 = -748844.520063
  nChanged 314
		SP:Iteration 8Q (136789.300000 sec): 3 clusters
  Score: Raw -751950.466263 + Penalty 2860.379731 = -749090.086533
  nChanged 305
		SP:Iteration 9Q (136789.420000 sec): 3 clusters
  Score: Raw -752126.483652 + Penalty 2860.379731 = -749266.103921
  nChanged 313
		SP:Iteration 10Q (136789.530000 sec): 3 clusters
  Score: Raw -752319.079137 + Penalty 2860.379731 = -749458.699406
  nChanged 297
		SP:Iteration 11Q (136789.640000 sec): 3 clusters
  Score: Raw -752519.184381 + Penalty 2860.379731 = -749658.804650
  nChanged 300
		SP:Iteration 12Q (136789.750000 sec): 3 clusters
  Score: Raw -752736.706152 + Penalty 2860.379731 = -749876.326421
  nChanged 265
		SP:Iteration 13Q (136789.860000 sec): 3 clusters
  Score: Raw -752973.549295 + Penalty 2860.379731 = -750113.169564
  nChanged 229
		SP:Iteration 14Q (136789.970000 sec): 3 clusters
  Score: Raw -753201.047351 + Penalty 2860.379731 = -750340.667621
  nChanged 204
		SP:Iteration 15Q (136790.080000 sec): 3 clusters
  Score: Raw -753401.749150 + Penalty 2860.379731 = -750541.369419
  nChanged 161
		SP:Iteration 16Q (136790.190000 sec): 3 clusters
  Score: Raw -753567.946485 + Penalty 2860.379731 = -750707.566754
  nChanged 125
		SP:Iteration 17Q (136790.290000 sec): 3 clusters
  Score: Raw -753675.196775 + Penalty 2860.379731 = -750814.817044
  nChanged 102
		SP:Iteration 18Q (136790.380000 sec): 3 clusters
  Score: Raw -753751.420583 + Penalty 2860.379731 = -750891.040853
  nChanged 75
		SP:Iteration 19Q (136790.480000 sec): 3 clusters
  Score: Raw -753819.665430 + Penalty 2860.379731 = -750959.285700
  nChanged 67
		SP:Iteration 20F (136790.590000 sec): 3 clusters
  Score: Raw -753869.270305 + Penalty 2860.379731 = -751008.890574
  nChanged 68
		SP:Iteration 21Q (136790.690000 sec): 3 clusters
  Score: Raw -753923.497444 + Penalty 2860.379731 = -751063.117713
  nChanged 51
		SP:Iteration 22Q (136790.790000 sec): 3 clusters
  Score: Raw -753959.359244 + Penalty 2860.379731 = -751098.979513
  nChanged 44
		SP:Iteration 23Q (136790.880000 sec): 3 clusters
  Score: Raw -754004.528401 + Penalty 2860.379731 = -751144.148670
  nChanged 33
		SP:Iteration 24Q (136790.980000 sec): 3 clusters
  Score: Raw -754031.961960 + Penalty 2860.379731 = -751171.582230
  nChanged 27
		SP:Iteration 25Q (136791.080000 sec): 3 clusters
  Score: Raw -754057.972536 + Penalty 2860.379731 = -751197.592805
  nChanged 29
		SP:Iteration 26Q (136791.180000 sec): 3 clusters
  Score: Raw -754077.395372 + Penalty 2860.379731 = -751217.015642
  nChanged 18
		SP:Iteration 27Q (136791.270000 sec): 3 clusters
  Score: Raw -754086.480846 + Penalty 2860.379731 = -751226.101115
  nChanged 9
		SP:Iteration 28Q (136791.370000 sec): 3 clusters
  Score: Raw -754089.593144 + Penalty 2860.379731 = -751229.213413
  nChanged 4
		SP:Iteration 29Q (136791.470000 sec): 3 clusters
  Score: Raw -754090.979892 + Penalty 2860.379731 = -751230.600162
  nChanged 1
		SP:Iteration 30Q (136791.570000 sec): 3 clusters
  Score: Raw -754091.429057 + Penalty 2860.379731 = -751231.049327
  nChanged 3
		SP:Iteration 31Q (136791.670000 sec): 3 clusters
  Score: Raw -754092.620076 + Penalty 2860.379731 = -751232.240345
  nChanged 5
		SP:Iteration 32Q (136791.770000 sec): 3 clusters
  Score: Raw -754094.522937 + Penalty 2860.379731 = -751234.143207
  nChanged 3
		SP:Iteration 33Q (136791.870000 sec): 3 clusters
  Score: Raw -754095.372701 + Penalty 2860.379731 = -751234.992970
  nChanged 1
		SP:Iteration 34Q (136791.980000 sec): 3 clusters
  Score: Raw -754095.631872 + Penalty 2860.379731 = -751235.252142
  nChanged 0
		SP:Iteration 35F (136792.090000 sec): 3 clusters
  Score: Raw -754095.631872 + Penalty 2860.379731 = -751235.252142
  nChanged 0
  Score: Raw -119018605.350731 + Penalty 231787.784843 = -118786817.565888

Splitting cluster 62 changes total score from -118778445.346263 to -118786817.565888

 So it's getting split into cluster 103.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 63 (4003 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (137104.690000 sec): 2 clusters
  Score: Raw -419657.845154 + Penalty 1347.904896 = -418309.940258
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (137104.770000 sec): 3 clusters
  Score: Raw -417684.999821 + Penalty 2695.809792 = -414989.190029
  nChanged 1618
		SP:Iteration 1F (137104.860000 sec): 3 clusters
  Score: Raw -418837.705325 + Penalty 2695.809792 = -416141.895534
  nChanged 419
		SP:Iteration 2F (137104.930000 sec): 3 clusters
  Score: Raw -419267.286271 + Penalty 2695.809792 = -416571.476479
  nChanged 318
		SP:Iteration 3F (137105.000000 sec): 3 clusters
  Score: Raw -419553.635230 + Penalty 2695.809792 = -416857.825439
  nChanged 240
		SP:Iteration 4F (137105.070000 sec): 3 clusters
  Score: Raw -419751.946554 + Penalty 2695.809792 = -417056.136763
  nChanged 184
		SP:Iteration 5Q (137105.140000 sec): 3 clusters
  Score: Raw -419919.381324 + Penalty 2695.809792 = -417223.571532
  nChanged 156
		SP:Iteration 6Q (137105.220000 sec): 3 clusters
  Score: Raw -420061.669279 + Penalty 2695.809792 = -417365.859488
  nChanged 141
		SP:Iteration 7Q (137105.290000 sec): 3 clusters
  Score: Raw -420170.603376 + Penalty 2695.809792 = -417474.793584
  nChanged 117
		SP:Iteration 8Q (137105.360000 sec): 3 clusters
  Score: Raw -420239.468905 + Penalty 2695.809792 = -417543.659114
  nChanged 88
		SP:Iteration 9Q (137105.430000 sec): 3 clusters
  Score: Raw -420288.266134 + Penalty 2695.809792 = -417592.456342
  nChanged 76
		SP:Iteration 10Q (137105.500000 sec): 3 clusters
  Score: Raw -420332.546687 + Penalty 2695.809792 = -417636.736896
  nChanged 68
		SP:Iteration 11Q (137105.570000 sec): 3 clusters
  Score: Raw -420378.383437 + Penalty 2695.809792 = -417682.573645
  nChanged 64
		SP:Iteration 12Q (137105.640000 sec): 3 clusters
  Score: Raw -420414.397044 + Penalty 2695.809792 = -417718.587253
  nChanged 52
		SP:Iteration 13Q (137105.710000 sec): 3 clusters
  Score: Raw -420439.128026 + Penalty 2695.809792 = -417743.318234
  nChanged 41
		SP:Iteration 14Q (137105.780000 sec): 3 clusters
  Score: Raw -420461.646719 + Penalty 2695.809792 = -417765.836927
  nChanged 34
		SP:Iteration 15Q (137105.860000 sec): 3 clusters
  Score: Raw -420477.972199 + Penalty 2695.809792 = -417782.162407
  nChanged 23
		SP:Iteration 16Q (137105.920000 sec): 3 clusters
  Score: Raw -420487.356530 + Penalty 2695.809792 = -417791.546738
  nChanged 22
		SP:Iteration 17Q (137106.000000 sec): 3 clusters
  Score: Raw -420496.969746 + Penalty 2695.809792 = -417801.159954
  nChanged 13
		SP:Iteration 18Q (137106.060000 sec): 3 clusters
  Score: Raw -420501.714360 + Penalty 2695.809792 = -417805.904569
  nChanged 13
		SP:Iteration 19Q (137106.140000 sec): 3 clusters
  Score: Raw -420504.850543 + Penalty 2695.809792 = -417809.040751
  nChanged 6
		SP:Iteration 20F (137106.210000 sec): 3 clusters
  Score: Raw -420506.438942 + Penalty 2695.809792 = -417810.629151
  nChanged 3
		SP:Iteration 21Q (137106.280000 sec): 3 clusters
  Score: Raw -420507.367803 + Penalty 2695.809792 = -417811.558011
  nChanged 4
		SP:Iteration 22Q (137106.350000 sec): 3 clusters
  Score: Raw -420508.195647 + Penalty 2695.809792 = -417812.385855
  nChanged 3
		SP:Iteration 23Q (137106.420000 sec): 3 clusters
  Score: Raw -420509.008619 + Penalty 2695.809792 = -417813.198827
  nChanged 2
		SP:Iteration 24Q (137106.490000 sec): 3 clusters
  Score: Raw -420509.804112 + Penalty 2695.809792 = -417813.994321
  nChanged 3
		SP:Iteration 25Q (137106.560000 sec): 3 clusters
  Score: Raw -420510.473793 + Penalty 2695.809792 = -417814.664002
  nChanged 2
		SP:Iteration 26Q (137106.630000 sec): 3 clusters
  Score: Raw -420511.685566 + Penalty 2695.809792 = -417815.875775
  nChanged 5
		SP:Iteration 27Q (137106.700000 sec): 3 clusters
  Score: Raw -420514.014231 + Penalty 2695.809792 = -417818.204439
  nChanged 7
		SP:Iteration 28Q (137106.780000 sec): 3 clusters
  Score: Raw -420517.975675 + Penalty 2695.809792 = -417822.165884
  nChanged 7
		SP:Iteration 29Q (137106.840000 sec): 3 clusters
  Score: Raw -420520.267187 + Penalty 2695.809792 = -417824.457396
  nChanged 13
		SP:Iteration 30Q (137106.920000 sec): 3 clusters
  Score: Raw -420524.746125 + Penalty 2695.809792 = -417828.936333
  nChanged 8
		SP:Iteration 31Q (137106.990000 sec): 3 clusters
  Score: Raw -420529.304376 + Penalty 2695.809792 = -417833.494584
  nChanged 11
		SP:Iteration 32Q (137107.060000 sec): 3 clusters
  Score: Raw -420533.393988 + Penalty 2695.809792 = -417837.584196
  nChanged 11
		SP:Iteration 33Q (137107.130000 sec): 3 clusters
  Score: Raw -420539.914164 + Penalty 2695.809792 = -417844.104372
  nChanged 12
		SP:Iteration 34Q (137107.200000 sec): 3 clusters
  Score: Raw -420544.024309 + Penalty 2695.809792 = -417848.214518
  nChanged 11
		SP:Iteration 35Q (137107.270000 sec): 3 clusters
  Score: Raw -420549.732894 + Penalty 2695.809792 = -417853.923102
  nChanged 8
		SP:Iteration 36Q (137107.340000 sec): 3 clusters
  Score: Raw -420553.358238 + Penalty 2695.809792 = -417857.548446
  nChanged 8
		SP:Iteration 37Q (137107.410000 sec): 3 clusters
  Score: Raw -420555.690254 + Penalty 2695.809792 = -417859.880462
  nChanged 7
		SP:Iteration 38Q (137107.480000 sec): 3 clusters
  Score: Raw -420557.931373 + Penalty 2695.809792 = -417862.121582
  nChanged 5
		SP:Iteration 39Q (137107.550000 sec): 3 clusters
  Score: Raw -420559.025582 + Penalty 2695.809792 = -417863.215790
  nChanged 3
		SP:Iteration 40F (137107.620000 sec): 3 clusters
  Score: Raw -420560.092593 + Penalty 2695.809792 = -417864.282801
  nChanged 2
		SP:Iteration 41Q (137107.690000 sec): 3 clusters
  Score: Raw -420560.933704 + Penalty 2695.809792 = -417865.123912
  nChanged 1
		SP:Iteration 42Q (137107.760000 sec): 3 clusters
  Score: Raw -420561.375168 + Penalty 2695.809792 = -417865.565376
  nChanged 1
		SP:Iteration 43Q (137107.830000 sec): 3 clusters
  Score: Raw -420561.669311 + Penalty 2695.809792 = -417865.859519
  nChanged 1
		SP:Iteration 44Q (137107.900000 sec): 3 clusters
  Score: Raw -420561.999359 + Penalty 2695.809792 = -417866.189567
  nChanged 3
		SP:Iteration 45Q (137107.980000 sec): 3 clusters
  Score: Raw -420563.205350 + Penalty 2695.809792 = -417867.395559
  nChanged 2
		SP:Iteration 46Q (137108.050000 sec): 3 clusters
  Score: Raw -420564.603884 + Penalty 2695.809792 = -417868.794092
  nChanged 4
		SP:Iteration 47Q (137108.120000 sec): 3 clusters
  Score: Raw -420567.236563 + Penalty 2695.809792 = -417871.426771
  nChanged 5
		SP:Iteration 48Q (137108.190000 sec): 3 clusters
  Score: Raw -420569.636208 + Penalty 2695.809792 = -417873.826417
  nChanged 4
		SP:Iteration 49Q (137108.260000 sec): 3 clusters
  Score: Raw -420570.434336 + Penalty 2695.809792 = -417874.624545
  nChanged 2
		SP:Iteration 50Q (137108.330000 sec): 3 clusters
  Score: Raw -420571.468708 + Penalty 2695.809792 = -417875.658916
  nChanged 1
		SP:Iteration 51Q (137108.400000 sec): 3 clusters
  Score: Raw -420572.166863 + Penalty 2695.809792 = -417876.357071
  nChanged 4
		SP:Iteration 52Q (137108.470000 sec): 3 clusters
  Score: Raw -420574.116080 + Penalty 2695.809792 = -417878.306288
  nChanged 3
		SP:Iteration 53Q (137108.540000 sec): 3 clusters
  Score: Raw -420574.880065 + Penalty 2695.809792 = -417879.070274
  nChanged 0
		SP:Iteration 54F (137108.610000 sec): 3 clusters
  Score: Raw -420574.880065 + Penalty 2695.809792 = -417879.070274
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 64 (11628 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (137108.750000 sec): 2 clusters
  Score: Raw -1322541.893020 + Penalty 1521.190330 = -1321020.702690
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (137108.920000 sec): 3 clusters
  Score: Raw -1315871.741522 + Penalty 3042.380660 = -1312829.360862
  nChanged 5135
		SP:Iteration 1F (137109.070000 sec): 3 clusters
  Score: Raw -1319348.578312 + Penalty 3042.380660 = -1316306.197652
  nChanged 1078
		SP:Iteration 2F (137109.250000 sec): 3 clusters
  Score: Raw -1320265.874399 + Penalty 3042.380660 = -1317223.493739
  nChanged 987
		SP:Iteration 3F (137109.400000 sec): 3 clusters
  Score: Raw -1321091.562790 + Penalty 3042.380660 = -1318049.182130
  nChanged 845
		SP:Iteration 4F (137109.570000 sec): 3 clusters
  Score: Raw -1321752.249143 + Penalty 3042.380660 = -1318709.868483
  nChanged 693
		SP:Iteration 5F (137109.730000 sec): 3 clusters
  Score: Raw -1322205.440913 + Penalty 3042.380660 = -1319163.060253
  nChanged 507
		SP:Iteration 6Q (137109.900000 sec): 3 clusters
  Score: Raw -1322535.741866 + Penalty 3042.380660 = -1319493.361206
  nChanged 441
		SP:Iteration 7Q (137110.060000 sec): 3 clusters
  Score: Raw -1322852.304625 + Penalty 3042.380660 = -1319809.923965
  nChanged 406
		SP:Iteration 8Q (137110.230000 sec): 3 clusters
  Score: Raw -1323130.399283 + Penalty 3042.380660 = -1320088.018623
  nChanged 390
		SP:Iteration 9Q (137110.420000 sec): 3 clusters
  Score: Raw -1323412.868199 + Penalty 3042.380660 = -1320370.487538
  nChanged 361
		SP:Iteration 10Q (137110.580000 sec): 3 clusters
  Score: Raw -1323681.097851 + Penalty 3042.380660 = -1320638.717191
  nChanged 309
		SP:Iteration 11Q (137110.730000 sec): 3 clusters
  Score: Raw -1323942.985422 + Penalty 3042.380660 = -1320900.604762
  nChanged 304
		SP:Iteration 12Q (137110.900000 sec): 3 clusters
  Score: Raw -1324203.470635 + Penalty 3042.380660 = -1321161.089975
  nChanged 273
		SP:Iteration 13Q (137111.060000 sec): 3 clusters
  Score: Raw -1324394.210503 + Penalty 3042.380660 = -1321351.829843
  nChanged 212
		SP:Iteration 14Q (137111.210000 sec): 3 clusters
  Score: Raw -1324555.421372 + Penalty 3042.380660 = -1321513.040712
  nChanged 178
		SP:Iteration 15Q (137111.400000 sec): 3 clusters
  Score: Raw -1324668.995712 + Penalty 3042.380660 = -1321626.615052
  nChanged 166
		SP:Iteration 16Q (137111.550000 sec): 3 clusters
  Score: Raw -1324778.712425 + Penalty 3042.380660 = -1321736.331765
  nChanged 137
		SP:Iteration 17Q (137111.740000 sec): 3 clusters
  Score: Raw -1324896.994419 + Penalty 3042.380660 = -1321854.613759
  nChanged 157
		SP:Iteration 18Q (137111.900000 sec): 3 clusters
  Score: Raw -1325020.191928 + Penalty 3042.380660 = -1321977.811268
  nChanged 158
		SP:Iteration 19Q (137112.080000 sec): 3 clusters
  Score: Raw -1325131.631940 + Penalty 3042.380660 = -1322089.251280
  nChanged 163
		SP:Iteration 20F (137112.240000 sec): 3 clusters
  Score: Raw -1325208.428517 + Penalty 3042.380660 = -1322166.047857
  nChanged 156
		SP:Iteration 21Q (137112.430000 sec): 3 clusters
  Score: Raw -1325264.147331 + Penalty 3042.380660 = -1322221.766671
  nChanged 130
		SP:Iteration 22Q (137112.590000 sec): 3 clusters
  Score: Raw -1325305.841785 + Penalty 3042.380660 = -1322263.461125
  nChanged 115
		SP:Iteration 23Q (137112.750000 sec): 3 clusters
  Score: Raw -1325342.009784 + Penalty 3042.380660 = -1322299.629124
  nChanged 105
		SP:Iteration 24Q (137112.910000 sec): 3 clusters
  Score: Raw -1325378.503072 + Penalty 3042.380660 = -1322336.122412
  nChanged 127
		SP:Iteration 25Q (137113.090000 sec): 3 clusters
  Score: Raw -1325410.986733 + Penalty 3042.380660 = -1322368.606072
  nChanged 91
		SP:Iteration 26Q (137113.250000 sec): 3 clusters
  Score: Raw -1325430.423310 + Penalty 3042.380660 = -1322388.042650
  nChanged 78
		SP:Iteration 27Q (137113.440000 sec): 3 clusters
  Score: Raw -1325445.535581 + Penalty 3042.380660 = -1322403.154921
  nChanged 62
		SP:Iteration 28Q (137113.590000 sec): 3 clusters
  Score: Raw -1325457.506060 + Penalty 3042.380660 = -1322415.125400
  nChanged 55
		SP:Iteration 29Q (137113.770000 sec): 3 clusters
  Score: Raw -1325469.598049 + Penalty 3042.380660 = -1322427.217389
  nChanged 48
		SP:Iteration 30Q (137113.930000 sec): 3 clusters
  Score: Raw -1325478.728750 + Penalty 3042.380660 = -1322436.348090
  nChanged 39
		SP:Iteration 31Q (137114.110000 sec): 3 clusters
  Score: Raw -1325485.612906 + Penalty 3042.380660 = -1322443.232246
  nChanged 30
		SP:Iteration 32Q (137114.260000 sec): 3 clusters
  Score: Raw -1325489.751675 + Penalty 3042.380660 = -1322447.371015
  nChanged 26
		SP:Iteration 33Q (137114.450000 sec): 3 clusters
  Score: Raw -1325493.504949 + Penalty 3042.380660 = -1322451.124289
  nChanged 28
		SP:Iteration 34Q (137114.610000 sec): 3 clusters
  Score: Raw -1325498.332606 + Penalty 3042.380660 = -1322455.951946
  nChanged 24
		SP:Iteration 35Q (137114.790000 sec): 3 clusters
  Score: Raw -1325501.565445 + Penalty 3042.380660 = -1322459.184785
  nChanged 23
		SP:Iteration 36Q (137114.950000 sec): 3 clusters
  Score: Raw -1325505.041994 + Penalty 3042.380660 = -1322462.661334
  nChanged 28
		SP:Iteration 37Q (137115.110000 sec): 3 clusters
  Score: Raw -1325509.520471 + Penalty 3042.380660 = -1322467.139811
  nChanged 30
		SP:Iteration 38Q (137115.270000 sec): 3 clusters
  Score: Raw -1325513.661179 + Penalty 3042.380660 = -1322471.280519
  nChanged 20
		SP:Iteration 39Q (137115.450000 sec): 3 clusters
  Score: Raw -1325516.083357 + Penalty 3042.380660 = -1322473.702697
  nChanged 16
		SP:Iteration 40F (137115.610000 sec): 3 clusters
  Score: Raw -1325517.785770 + Penalty 3042.380660 = -1322475.405109
  nChanged 11
		SP:Iteration 41Q (137115.800000 sec): 3 clusters
  Score: Raw -1325518.896404 + Penalty 3042.380660 = -1322476.515744
  nChanged 11
		SP:Iteration 42Q (137115.960000 sec): 3 clusters
  Score: Raw -1325520.074649 + Penalty 3042.380660 = -1322477.693989
  nChanged 8
		SP:Iteration 43Q (137116.150000 sec): 3 clusters
  Score: Raw -1325521.021191 + Penalty 3042.380660 = -1322478.640531
  nChanged 7
		SP:Iteration 44Q (137116.300000 sec): 3 clusters
  Score: Raw -1325521.926265 + Penalty 3042.380660 = -1322479.545605
  nChanged 10
		SP:Iteration 45Q (137116.470000 sec): 3 clusters
  Score: Raw -1325523.021646 + Penalty 3042.380660 = -1322480.640986
  nChanged 13
		SP:Iteration 46Q (137116.620000 sec): 3 clusters
  Score: Raw -1325524.094496 + Penalty 3042.380660 = -1322481.713836
  nChanged 12
		SP:Iteration 47Q (137116.810000 sec): 3 clusters
  Score: Raw -1325525.202665 + Penalty 3042.380660 = -1322482.822005
  nChanged 7
		SP:Iteration 48Q (137116.970000 sec): 3 clusters
  Score: Raw -1325525.771367 + Penalty 3042.380660 = -1322483.390707
  nChanged 6
		SP:Iteration 49Q (137117.160000 sec): 3 clusters
  Score: Raw -1325526.184556 + Penalty 3042.380660 = -1322483.803896
  nChanged 4
		SP:Iteration 50Q (137117.310000 sec): 3 clusters
  Score: Raw -1325526.377723 + Penalty 3042.380660 = -1322483.997063
  nChanged 4
		SP:Iteration 51Q (137117.500000 sec): 3 clusters
  Score: Raw -1325526.773044 + Penalty 3042.380660 = -1322484.392384
  nChanged 3
		SP:Iteration 52Q (137117.660000 sec): 3 clusters
  Score: Raw -1325527.118211 + Penalty 3042.380660 = -1322484.737551
  nChanged 4
		SP:Iteration 53Q (137117.820000 sec): 3 clusters
  Score: Raw -1325527.345252 + Penalty 3042.380660 = -1322484.964591
  nChanged 2
		SP:Iteration 54Q (137117.980000 sec): 3 clusters
  Score: Raw -1325527.434575 + Penalty 3042.380660 = -1322485.053915
  nChanged 3
		SP:Iteration 55Q (137118.170000 sec): 3 clusters
  Score: Raw -1325527.610284 + Penalty 3042.380660 = -1322485.229624
  nChanged 2
		SP:Iteration 56Q (137118.320000 sec): 3 clusters
  Score: Raw -1325527.882392 + Penalty 3042.380660 = -1322485.501732
  nChanged 3
		SP:Iteration 57Q (137118.510000 sec): 3 clusters
  Score: Raw -1325528.181262 + Penalty 3042.380660 = -1322485.800601
  nChanged 3
		SP:Iteration 58Q (137118.670000 sec): 3 clusters
  Score: Raw -1325528.435254 + Penalty 3042.380660 = -1322486.054594
  nChanged 6
		SP:Iteration 59Q (137118.830000 sec): 3 clusters
  Score: Raw -1325529.042725 + Penalty 3042.380660 = -1322486.662065
  nChanged 7
		SP:Iteration 60F (137118.990000 sec): 3 clusters
  Score: Raw -1325529.850393 + Penalty 3042.380660 = -1322487.469733
  nChanged 4
		SP:Iteration 61Q (137119.180000 sec): 3 clusters
  Score: Raw -1325530.184876 + Penalty 3042.380660 = -1322487.804216
  nChanged 6
		SP:Iteration 62Q (137119.340000 sec): 3 clusters
  Score: Raw -1325530.763336 + Penalty 3042.380660 = -1322488.382676
  nChanged 2
		SP:Iteration 63Q (137119.520000 sec): 3 clusters
  Score: Raw -1325530.899626 + Penalty 3042.380660 = -1322488.518966
  nChanged 3
		SP:Iteration 64Q (137119.680000 sec): 3 clusters
  Score: Raw -1325531.251098 + Penalty 3042.380660 = -1322488.870438
  nChanged 3
		SP:Iteration 65Q (137119.840000 sec): 3 clusters
  Score: Raw -1325531.805140 + Penalty 3042.380660 = -1322489.424479
  nChanged 7
		SP:Iteration 66Q (137120.000000 sec): 3 clusters
  Score: Raw -1325532.721869 + Penalty 3042.380660 = -1322490.341209
  nChanged 6
		SP:Iteration 67Q (137120.190000 sec): 3 clusters
  Score: Raw -1325533.232204 + Penalty 3042.380660 = -1322490.851544
  nChanged 3
		SP:Iteration 68Q (137120.350000 sec): 3 clusters
  Score: Raw -1325533.398349 + Penalty 3042.380660 = -1322491.017689
  nChanged 5
		SP:Iteration 69Q (137120.540000 sec): 3 clusters
  Score: Raw -1325533.762984 + Penalty 3042.380660 = -1322491.382324
  nChanged 7
		SP:Iteration 70Q (137120.690000 sec): 3 clusters
  Score: Raw -1325534.422173 + Penalty 3042.380660 = -1322492.041513
  nChanged 8
		SP:Iteration 71Q (137120.880000 sec): 3 clusters
  Score: Raw -1325535.039450 + Penalty 3042.380660 = -1322492.658790
  nChanged 4
		SP:Iteration 72Q (137121.040000 sec): 3 clusters
  Score: Raw -1325535.224551 + Penalty 3042.380660 = -1322492.843891
  nChanged 1
		SP:Iteration 73Q (137121.230000 sec): 3 clusters
  Score: Raw -1325535.286887 + Penalty 3042.380660 = -1322492.906227
  nChanged 0
		SP:Iteration 74F (137121.390000 sec): 3 clusters
  Score: Raw -1325535.286887 + Penalty 3042.380660 = -1322492.906227
  nChanged 0
  Score: Raw -119021598.744597 + Penalty 234038.151686 = -118787560.592910

Splitting cluster 64 changes total score from -118778445.346263 to -118787560.592910

 So it's getting split into cluster 104.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 65 (23501 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (137497.830000 sec): 2 clusters
  Score: Raw -2844335.006562 + Penalty 1635.529716 = -2842699.476846
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (137498.160000 sec): 3 clusters
  Score: Raw -2829985.296735 + Penalty 3271.059432 = -2826714.237303
  nChanged 10790
		SP:Iteration 1F (137498.420000 sec): 3 clusters
  Score: Raw -2836606.342941 + Penalty 3271.059432 = -2833335.283509
  nChanged 1560
		SP:Iteration 2F (137498.700000 sec): 3 clusters
  Score: Raw -2837599.859638 + Penalty 3271.059432 = -2834328.800206
  nChanged 1595
		SP:Iteration 3F (137498.950000 sec): 3 clusters
  Score: Raw -2838652.129922 + Penalty 3271.059432 = -2835381.070490
  nChanged 1542
		SP:Iteration 4F (137499.210000 sec): 3 clusters
  Score: Raw -2839641.877972 + Penalty 3271.059432 = -2836370.818540
  nChanged 1428
		SP:Iteration 5F (137499.490000 sec): 3 clusters
  Score: Raw -2840533.376428 + Penalty 3271.059432 = -2837262.316996
  nChanged 1309
		SP:Iteration 6F (137499.750000 sec): 3 clusters
  Score: Raw -2841277.603381 + Penalty 3271.059432 = -2838006.543949
  nChanged 1062
		SP:Iteration 7Q (137500.000000 sec): 3 clusters
  Score: Raw -2841856.013355 + Penalty 3271.059432 = -2838584.953923
  nChanged 853
		SP:Iteration 8Q (137500.260000 sec): 3 clusters
  Score: Raw -2842307.454672 + Penalty 3271.059432 = -2839036.395239
  nChanged 691
		SP:Iteration 9Q (137500.540000 sec): 3 clusters
  Score: Raw -2842656.650019 + Penalty 3271.059432 = -2839385.590587
  nChanged 566
		SP:Iteration 10Q (137500.790000 sec): 3 clusters
  Score: Raw -2842908.244261 + Penalty 3271.059432 = -2839637.184829
  nChanged 464
		SP:Iteration 11Q (137501.050000 sec): 3 clusters
  Score: Raw -2843096.340429 + Penalty 3271.059432 = -2839825.280997
  nChanged 402
		SP:Iteration 12Q (137501.320000 sec): 3 clusters
  Score: Raw -2843238.344214 + Penalty 3271.059432 = -2839967.284782
  nChanged 378
		SP:Iteration 13Q (137501.570000 sec): 3 clusters
  Score: Raw -2843374.905231 + Penalty 3271.059432 = -2840103.845799
  nChanged 345
		SP:Iteration 14Q (137501.850000 sec): 3 clusters
  Score: Raw -2843501.171640 + Penalty 3271.059432 = -2840230.112208
  nChanged 340
		SP:Iteration 15Q (137502.110000 sec): 3 clusters
  Score: Raw -2843625.234630 + Penalty 3271.059432 = -2840354.175198
  nChanged 342
		SP:Iteration 16Q (137502.380000 sec): 3 clusters
  Score: Raw -2843747.480084 + Penalty 3271.059432 = -2840476.420652
  nChanged 331
		SP:Iteration 17Q (137502.720000 sec): 3 clusters
  Score: Raw -2843879.008940 + Penalty 3271.059432 = -2840607.949507
  nChanged 339
		SP:Iteration 18Q (137502.970000 sec): 3 clusters
  Score: Raw -2844016.806957 + Penalty 3271.059432 = -2840745.747525
  nChanged 316
		SP:Iteration 19Q (137503.220000 sec): 3 clusters
  Score: Raw -2844141.311202 + Penalty 3271.059432 = -2840870.251770
  nChanged 268
		SP:Iteration 20F (137503.470000 sec): 3 clusters
  Score: Raw -2844246.561669 + Penalty 3271.059432 = -2840975.502236
  nChanged 264
		SP:Iteration 21Q (137503.720000 sec): 3 clusters
  Score: Raw -2844349.731098 + Penalty 3271.059432 = -2841078.671666
  nChanged 262
		SP:Iteration 22Q (137504.000000 sec): 3 clusters
  Score: Raw -2844454.923607 + Penalty 3271.059432 = -2841183.864175
  nChanged 263
		SP:Iteration 23Q (137504.250000 sec): 3 clusters
  Score: Raw -2844570.265542 + Penalty 3271.059432 = -2841299.206110
  nChanged 229
		SP:Iteration 24Q (137504.520000 sec): 3 clusters
  Score: Raw -2844680.125664 + Penalty 3271.059432 = -2841409.066232
  nChanged 197
		SP:Iteration 25Q (137504.780000 sec): 3 clusters
  Score: Raw -2844784.818269 + Penalty 3271.059432 = -2841513.758837
  nChanged 189
		SP:Iteration 26Q (137505.060000 sec): 3 clusters
  Score: Raw -2844881.412859 + Penalty 3271.059432 = -2841610.353427
  nChanged 155
		SP:Iteration 27Q (137505.310000 sec): 3 clusters
  Score: Raw -2844951.396735 + Penalty 3271.059432 = -2841680.337303
  nChanged 155
		SP:Iteration 28Q (137505.590000 sec): 3 clusters
  Score: Raw -2845016.922942 + Penalty 3271.059432 = -2841745.863510
  nChanged 125
		SP:Iteration 29Q (137505.840000 sec): 3 clusters
  Score: Raw -2845065.013640 + Penalty 3271.059432 = -2841793.954208
  nChanged 101
		SP:Iteration 30Q (137506.100000 sec): 3 clusters
  Score: Raw -2845096.305903 + Penalty 3271.059432 = -2841825.246471
  nChanged 99
		SP:Iteration 31Q (137506.360000 sec): 3 clusters
  Score: Raw -2845119.770113 + Penalty 3271.059432 = -2841848.710681
  nChanged 78
		SP:Iteration 32Q (137506.640000 sec): 3 clusters
  Score: Raw -2845137.442975 + Penalty 3271.059432 = -2841866.383542
  nChanged 55
		SP:Iteration 33Q (137506.900000 sec): 3 clusters
  Score: Raw -2845148.327472 + Penalty 3271.059432 = -2841877.268039
  nChanged 53
		SP:Iteration 34Q (137507.140000 sec): 3 clusters
  Score: Raw -2845159.281598 + Penalty 3271.059432 = -2841888.222166
  nChanged 53
		SP:Iteration 35Q (137507.430000 sec): 3 clusters
  Score: Raw -2845167.760417 + Penalty 3271.059432 = -2841896.700985
  nChanged 34
		SP:Iteration 36Q (137507.690000 sec): 3 clusters
  Score: Raw -2845172.444236 + Penalty 3271.059432 = -2841901.384804
  nChanged 29
		SP:Iteration 37Q (137507.960000 sec): 3 clusters
  Score: Raw -2845176.361860 + Penalty 3271.059432 = -2841905.302428
  nChanged 19
		SP:Iteration 38Q (137508.240000 sec): 3 clusters
  Score: Raw -2845179.222334 + Penalty 3271.059432 = -2841908.162902
  nChanged 20
		SP:Iteration 39Q (137508.490000 sec): 3 clusters
  Score: Raw -2845181.695544 + Penalty 3271.059432 = -2841910.636112
  nChanged 17
		SP:Iteration 40F (137508.750000 sec): 3 clusters
  Score: Raw -2845184.471213 + Penalty 3271.059432 = -2841913.411781
  nChanged 21
		SP:Iteration 41Q (137509.030000 sec): 3 clusters
  Score: Raw -2845187.151805 + Penalty 3271.059432 = -2841916.092373
  nChanged 19
		SP:Iteration 42Q (137509.290000 sec): 3 clusters
  Score: Raw -2845189.409224 + Penalty 3271.059432 = -2841918.349792
  nChanged 9
		SP:Iteration 43Q (137509.550000 sec): 3 clusters
  Score: Raw -2845190.921321 + Penalty 3271.059432 = -2841919.861889
  nChanged 11
		SP:Iteration 44Q (137509.820000 sec): 3 clusters
  Score: Raw -2845193.230902 + Penalty 3271.059432 = -2841922.171470
  nChanged 15
		SP:Iteration 45Q (137510.060000 sec): 3 clusters
  Score: Raw -2845195.666353 + Penalty 3271.059432 = -2841924.606921
  nChanged 18
		SP:Iteration 46Q (137510.340000 sec): 3 clusters
  Score: Raw -2845197.711106 + Penalty 3271.059432 = -2841926.651674
  nChanged 9
		SP:Iteration 47Q (137510.590000 sec): 3 clusters
  Score: Raw -2845198.581676 + Penalty 3271.059432 = -2841927.522244
  nChanged 6
		SP:Iteration 48Q (137510.850000 sec): 3 clusters
  Score: Raw -2845199.022469 + Penalty 3271.059432 = -2841927.963037
  nChanged 1
		SP:Iteration 49Q (137511.130000 sec): 3 clusters
  Score: Raw -2845199.096096 + Penalty 3271.059432 = -2841928.036664
  nChanged 0
		SP:Iteration 50F (137511.380000 sec): 3 clusters
  Score: Raw -2845199.096096 + Penalty 3271.059432 = -2841928.036664
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 66 (5326 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (137511.460000 sec): 2 clusters
  Score: Raw -592036.335914 + Penalty 1394.307812 = -590642.028102
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (137511.580000 sec): 3 clusters
  Score: Raw -589418.643790 + Penalty 2788.615624 = -586630.028166
  nChanged 2206
		SP:Iteration 1F (137511.670000 sec): 3 clusters
  Score: Raw -591305.419711 + Penalty 2788.615624 = -588516.804087
  nChanged 541
		SP:Iteration 2F (137511.760000 sec): 3 clusters
  Score: Raw -591860.088042 + Penalty 2788.615624 = -589071.472418
  nChanged 383
		SP:Iteration 3F (137511.850000 sec): 3 clusters
  Score: Raw -592207.445140 + Penalty 2788.615624 = -589418.829516
  nChanged 270
		SP:Iteration 4F (137511.940000 sec): 3 clusters
  Score: Raw -592432.728799 + Penalty 2788.615624 = -589644.113175
  nChanged 196
		SP:Iteration 5Q (137512.040000 sec): 3 clusters
  Score: Raw -592589.585485 + Penalty 2788.615624 = -589800.969861
  nChanged 137
		SP:Iteration 6Q (137512.130000 sec): 3 clusters
  Score: Raw -592689.683377 + Penalty 2788.615624 = -589901.067753
  nChanged 120
		SP:Iteration 7Q (137512.220000 sec): 3 clusters
  Score: Raw -592772.680879 + Penalty 2788.615624 = -589984.065255
  nChanged 99
		SP:Iteration 8Q (137512.310000 sec): 3 clusters
  Score: Raw -592841.334419 + Penalty 2788.615624 = -590052.718795
  nChanged 88
		SP:Iteration 9Q (137512.400000 sec): 3 clusters
  Score: Raw -592902.002051 + Penalty 2788.615624 = -590113.386427
  nChanged 73
		SP:Iteration 10Q (137512.490000 sec): 3 clusters
  Score: Raw -592955.366517 + Penalty 2788.615624 = -590166.750893
  nChanged 61
		SP:Iteration 11Q (137512.580000 sec): 3 clusters
  Score: Raw -592992.664503 + Penalty 2788.615624 = -590204.048879
  nChanged 63
		SP:Iteration 12Q (137512.670000 sec): 3 clusters
  Score: Raw -593024.917611 + Penalty 2788.615624 = -590236.301987
  nChanged 52
		SP:Iteration 13Q (137512.760000 sec): 3 clusters
  Score: Raw -593050.920621 + Penalty 2788.615624 = -590262.304997
  nChanged 42
		SP:Iteration 14Q (137512.840000 sec): 3 clusters
  Score: Raw -593076.901612 + Penalty 2788.615624 = -590288.285988
  nChanged 33
		SP:Iteration 15Q (137512.930000 sec): 3 clusters
  Score: Raw -593107.821169 + Penalty 2788.615624 = -590319.205545
  nChanged 41
		SP:Iteration 16Q (137513.020000 sec): 3 clusters
  Score: Raw -593152.147247 + Penalty 2788.615624 = -590363.531623
  nChanged 55
		SP:Iteration 17Q (137513.110000 sec): 3 clusters
  Score: Raw -593197.956027 + Penalty 2788.615624 = -590409.340403
  nChanged 37
		SP:Iteration 18Q (137513.200000 sec): 3 clusters
  Score: Raw -593217.834607 + Penalty 2788.615624 = -590429.218983
  nChanged 37
		SP:Iteration 19Q (137513.290000 sec): 3 clusters
  Score: Raw -593236.834004 + Penalty 2788.615624 = -590448.218380
  nChanged 33
		SP:Iteration 20F (137513.380000 sec): 3 clusters
  Score: Raw -593254.824565 + Penalty 2788.615624 = -590466.208941
  nChanged 37
		SP:Iteration 21Q (137513.470000 sec): 3 clusters
  Score: Raw -593272.354393 + Penalty 2788.615624 = -590483.738769
  nChanged 38
		SP:Iteration 22Q (137513.560000 sec): 3 clusters
  Score: Raw -593289.583356 + Penalty 2788.615624 = -590500.967732
  nChanged 32
		SP:Iteration 23Q (137513.640000 sec): 3 clusters
  Score: Raw -593306.546707 + Penalty 2788.615624 = -590517.931083
  nChanged 33
		SP:Iteration 24Q (137513.730000 sec): 3 clusters
  Score: Raw -593329.393320 + Penalty 2788.615624 = -590540.777696
  nChanged 48
		SP:Iteration 25Q (137513.820000 sec): 3 clusters
  Score: Raw -593367.273208 + Penalty 2788.615624 = -590578.657584
  nChanged 57
		SP:Iteration 26Q (137513.910000 sec): 3 clusters
  Score: Raw -593414.106926 + Penalty 2788.615624 = -590625.491302
  nChanged 65
		SP:Iteration 27Q (137514.000000 sec): 3 clusters
  Score: Raw -593460.944831 + Penalty 2788.615624 = -590672.329207
  nChanged 54
		SP:Iteration 28Q (137514.090000 sec): 3 clusters
  Score: Raw -593497.984206 + Penalty 2788.615624 = -590709.368582
  nChanged 44
		SP:Iteration 29Q (137514.180000 sec): 3 clusters
  Score: Raw -593520.925835 + Penalty 2788.615624 = -590732.310211
  nChanged 24
		SP:Iteration 30Q (137514.260000 sec): 3 clusters
  Score: Raw -593528.610107 + Penalty 2788.615624 = -590739.994483
  nChanged 13
		SP:Iteration 31Q (137514.350000 sec): 3 clusters
  Score: Raw -593531.933049 + Penalty 2788.615624 = -590743.317425
  nChanged 5
		SP:Iteration 32Q (137514.440000 sec): 3 clusters
  Score: Raw -593532.962982 + Penalty 2788.615624 = -590744.347358
  nChanged 1
		SP:Iteration 33Q (137514.530000 sec): 3 clusters
  Score: Raw -593533.098018 + Penalty 2788.615624 = -590744.482394
  nChanged 0
		SP:Iteration 34F (137514.620000 sec): 3 clusters
  Score: Raw -593533.098018 + Penalty 2788.615624 = -590744.482394
  nChanged 0
  Score: Raw -119023095.506701 + Penalty 236288.518529 = -118786806.988172

Splitting cluster 66 changes total score from -118778445.346263 to -118786806.988172

 So it's getting split into cluster 105.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 67 (363 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (137894.320000 sec): 2 clusters
  Score: Raw -42437.295873 + Penalty 957.840461 = -41479.455413
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (137894.330000 sec): 3 clusters
  Score: Raw -42572.571019 + Penalty 1915.680921 = -40656.890098
  nChanged 94
		SP:Iteration 1F (137894.340000 sec): 3 clusters
  Score: Raw -42766.937781 + Penalty 1915.680921 = -40851.256860
  nChanged 30
		SP:Iteration 2F (137894.350000 sec): 3 clusters
  Score: Raw -42834.090726 + Penalty 1915.680921 = -40918.409805
  nChanged 15
		SP:Iteration 3Q (137894.360000 sec): 3 clusters
  Score: Raw -42872.567903 + Penalty 1915.680921 = -40956.886982
  nChanged 10
		SP:Iteration 4Q (137894.370000 sec): 3 clusters
  Score: Raw -42938.926618 + Penalty 1915.680921 = -41023.245697
  nChanged 7
		SP:Iteration 5Q (137894.380000 sec): 3 clusters
  Score: Raw -42963.857722 + Penalty 1915.680921 = -41048.176801
  nChanged 0
		SP:Iteration 6F (137894.390000 sec): 3 clusters
  Score: Raw -42963.857722 + Penalty 1915.680921 = -41048.176801
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 68 (5123 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (137894.520000 sec): 2 clusters
  Score: Raw -592764.048171 + Penalty 1387.993016 = -591376.055155
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (137894.620000 sec): 3 clusters
  Score: Raw -590102.834832 + Penalty 2775.986032 = -587326.848799
  nChanged 2101
		SP:Iteration 1F (137894.710000 sec): 3 clusters
  Score: Raw -591378.682205 + Penalty 2775.986032 = -588602.696173
  nChanged 498
		SP:Iteration 2F (137894.810000 sec): 3 clusters
  Score: Raw -591836.574508 + Penalty 2775.986032 = -589060.588476
  nChanged 403
		SP:Iteration 3F (137894.900000 sec): 3 clusters
  Score: Raw -592200.196326 + Penalty 2775.986032 = -589424.210294
  nChanged 331
		SP:Iteration 4F (137895.000000 sec): 3 clusters
  Score: Raw -592540.224929 + Penalty 2775.986032 = -589764.238896
  nChanged 332
		SP:Iteration 5F (137895.100000 sec): 3 clusters
  Score: Raw -592944.665379 + Penalty 2775.986032 = -590168.679346
  nChanged 289
		SP:Iteration 6F (137895.190000 sec): 3 clusters
  Score: Raw -593195.585404 + Penalty 2775.986032 = -590419.599372
  nChanged 227
		SP:Iteration 7Q (137895.280000 sec): 3 clusters
  Score: Raw -593371.566008 + Penalty 2775.986032 = -590595.579976
  nChanged 170
		SP:Iteration 8Q (137895.380000 sec): 3 clusters
  Score: Raw -593497.660626 + Penalty 2775.986032 = -590721.674594
  nChanged 148
		SP:Iteration 9Q (137895.470000 sec): 3 clusters
  Score: Raw -593587.600146 + Penalty 2775.986032 = -590811.614114
  nChanged 136
		SP:Iteration 10Q (137895.570000 sec): 3 clusters
  Score: Raw -593681.919425 + Penalty 2775.986032 = -590905.933393
  nChanged 122
		SP:Iteration 11Q (137895.660000 sec): 3 clusters
  Score: Raw -593769.447860 + Penalty 2775.986032 = -590993.461828
  nChanged 107
		SP:Iteration 12Q (137895.760000 sec): 3 clusters
  Score: Raw -593852.306237 + Penalty 2775.986032 = -591076.320205
  nChanged 113
		SP:Iteration 13Q (137895.850000 sec): 3 clusters
  Score: Raw -593931.067868 + Penalty 2775.986032 = -591155.081835
  nChanged 86
		SP:Iteration 14Q (137895.940000 sec): 3 clusters
  Score: Raw -593992.498756 + Penalty 2775.986032 = -591216.512724
  nChanged 86
		SP:Iteration 15Q (137896.040000 sec): 3 clusters
  Score: Raw -594068.524700 + Penalty 2775.986032 = -591292.538668
  nChanged 63
		SP:Iteration 16Q (137896.130000 sec): 3 clusters
  Score: Raw -594120.497102 + Penalty 2775.986032 = -591344.511070
  nChanged 62
		SP:Iteration 17Q (137896.220000 sec): 3 clusters
  Score: Raw -594167.229601 + Penalty 2775.986032 = -591391.243569
  nChanged 57
		SP:Iteration 18Q (137896.320000 sec): 3 clusters
  Score: Raw -594202.945496 + Penalty 2775.986032 = -591426.959463
  nChanged 58
		SP:Iteration 19Q (137896.410000 sec): 3 clusters
  Score: Raw -594232.090058 + Penalty 2775.986032 = -591456.104026
  nChanged 42
		SP:Iteration 20F (137896.500000 sec): 3 clusters
  Score: Raw -594251.048596 + Penalty 2775.986032 = -591475.062563
  nChanged 31
		SP:Iteration 21Q (137896.600000 sec): 3 clusters
  Score: Raw -594262.955543 + Penalty 2775.986032 = -591486.969511
  nChanged 22
		SP:Iteration 22Q (137896.690000 sec): 3 clusters
  Score: Raw -594274.054726 + Penalty 2775.986032 = -591498.068694
  nChanged 30
		SP:Iteration 23Q (137896.780000 sec): 3 clusters
  Score: Raw -594284.123091 + Penalty 2775.986032 = -591508.137059
  nChanged 17
		SP:Iteration 24Q (137896.880000 sec): 3 clusters
  Score: Raw -594290.351857 + Penalty 2775.986032 = -591514.365825
  nChanged 15
		SP:Iteration 25Q (137896.970000 sec): 3 clusters
  Score: Raw -594295.146635 + Penalty 2775.986032 = -591519.160603
  nChanged 10
		SP:Iteration 26Q (137897.060000 sec): 3 clusters
  Score: Raw -594298.773075 + Penalty 2775.986032 = -591522.787043
  nChanged 9
		SP:Iteration 27Q (137897.150000 sec): 3 clusters
  Score: Raw -594301.037064 + Penalty 2775.986032 = -591525.051031
  nChanged 3
		SP:Iteration 28Q (137897.250000 sec): 3 clusters
  Score: Raw -594302.133633 + Penalty 2775.986032 = -591526.147601
  nChanged 5
		SP:Iteration 29Q (137897.340000 sec): 3 clusters
  Score: Raw -594302.944646 + Penalty 2775.986032 = -591526.958614
  nChanged 1
		SP:Iteration 30Q (137897.430000 sec): 3 clusters
  Score: Raw -594303.410404 + Penalty 2775.986032 = -591527.424371
  nChanged 1
		SP:Iteration 31Q (137897.520000 sec): 3 clusters
  Score: Raw -594303.553121 + Penalty 2775.986032 = -591527.567089
  nChanged 3
		SP:Iteration 32Q (137897.620000 sec): 3 clusters
  Score: Raw -594304.147530 + Penalty 2775.986032 = -591528.161498
  nChanged 4
		SP:Iteration 33Q (137897.710000 sec): 3 clusters
  Score: Raw -594304.830373 + Penalty 2775.986032 = -591528.844341
  nChanged 2
		SP:Iteration 34Q (137897.800000 sec): 3 clusters
  Score: Raw -594305.527957 + Penalty 2775.986032 = -591529.541925
  nChanged 1
		SP:Iteration 35Q (137897.900000 sec): 3 clusters
  Score: Raw -594305.617517 + Penalty 2775.986032 = -591529.631485
  nChanged 0
		SP:Iteration 36F (137897.990000 sec): 3 clusters
  Score: Raw -594305.617517 + Penalty 2775.986032 = -591529.631485
  nChanged 0
  Score: Raw -119024637.076048 + Penalty 238538.885372 = -118786098.190675

Splitting cluster 68 changes total score from -118778445.346263 to -118786098.190675

 So it's getting split into cluster 106.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 69 (24116 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (138220.900000 sec): 2 clusters
  Score: Raw -2812919.238248 + Penalty 1639.727505 = -2811279.510743
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (138221.240000 sec): 3 clusters
  Score: Raw -2798397.745580 + Penalty 3279.455010 = -2795118.290570
  nChanged 10982
		SP:Iteration 1F (138221.530000 sec): 3 clusters
  Score: Raw -2804796.893466 + Penalty 3279.455010 = -2801517.438456
  nChanged 1557
		SP:Iteration 2F (138221.840000 sec): 3 clusters
  Score: Raw -2805744.469612 + Penalty 3279.455010 = -2802465.014602
  nChanged 1697
		SP:Iteration 3F (138222.170000 sec): 3 clusters
  Score: Raw -2806797.303849 + Penalty 3279.455010 = -2803517.848839
  nChanged 1722
		SP:Iteration 4F (138222.450000 sec): 3 clusters
  Score: Raw -2807861.902005 + Penalty 3279.455010 = -2804582.446995
  nChanged 1521
		SP:Iteration 5F (138222.730000 sec): 3 clusters
  Score: Raw -2808705.233881 + Penalty 3279.455010 = -2805425.778871
  nChanged 1327
		SP:Iteration 6F (138223.060000 sec): 3 clusters
  Score: Raw -2809348.067180 + Penalty 3279.455010 = -2806068.612171
  nChanged 1043
		SP:Iteration 7Q (138223.330000 sec): 3 clusters
  Score: Raw -2809754.352847 + Penalty 3279.455010 = -2806474.897837
  nChanged 776
		SP:Iteration 8Q (138223.610000 sec): 3 clusters
  Score: Raw -2809974.127719 + Penalty 3279.455010 = -2806694.672709
  nChanged 567
		SP:Iteration 9Q (138223.890000 sec): 3 clusters
  Score: Raw -2810114.052471 + Penalty 3279.455010 = -2806834.597461
  nChanged 425
		SP:Iteration 10Q (138224.220000 sec): 3 clusters
  Score: Raw -2810216.399436 + Penalty 3279.455010 = -2806936.944426
  nChanged 366
		SP:Iteration 11Q (138224.510000 sec): 3 clusters
  Score: Raw -2810294.747005 + Penalty 3279.455010 = -2807015.291995
  nChanged 312
		SP:Iteration 12Q (138224.790000 sec): 3 clusters
  Score: Raw -2810353.115591 + Penalty 3279.455010 = -2807073.660581
  nChanged 263
		SP:Iteration 13Q (138225.120000 sec): 3 clusters
  Score: Raw -2810397.176895 + Penalty 3279.455010 = -2807117.721885
  nChanged 215
		SP:Iteration 14Q (138225.420000 sec): 3 clusters
  Score: Raw -2810433.469132 + Penalty 3279.455010 = -2807154.014122
  nChanged 200
		SP:Iteration 15Q (138225.700000 sec): 3 clusters
  Score: Raw -2810469.959786 + Penalty 3279.455010 = -2807190.504776
  nChanged 211
		SP:Iteration 16Q (138226.030000 sec): 3 clusters
  Score: Raw -2810509.424452 + Penalty 3279.455010 = -2807229.969442
  nChanged 211
		SP:Iteration 17Q (138226.320000 sec): 3 clusters
  Score: Raw -2810553.715395 + Penalty 3279.455010 = -2807274.260385
  nChanged 236
		SP:Iteration 18Q (138226.600000 sec): 3 clusters
  Score: Raw -2810612.345885 + Penalty 3279.455010 = -2807332.890876
  nChanged 270
		SP:Iteration 19Q (138226.880000 sec): 3 clusters
  Score: Raw -2810683.781795 + Penalty 3279.455010 = -2807404.326785
  nChanged 279
		SP:Iteration 20F (138227.210000 sec): 3 clusters
  Score: Raw -2810767.740004 + Penalty 3279.455010 = -2807488.284994
  nChanged 300
		SP:Iteration 21Q (138227.510000 sec): 3 clusters
  Score: Raw -2810872.042332 + Penalty 3279.455010 = -2807592.587322
  nChanged 320
		SP:Iteration 22Q (138227.800000 sec): 3 clusters
  Score: Raw -2810995.455056 + Penalty 3279.455010 = -2807716.000046
  nChanged 347
		SP:Iteration 23Q (138228.110000 sec): 3 clusters
  Score: Raw -2811142.923252 + Penalty 3279.455010 = -2807863.468242
  nChanged 367
		SP:Iteration 24Q (138228.410000 sec): 3 clusters
  Score: Raw -2811339.283195 + Penalty 3279.455010 = -2808059.828185
  nChanged 445
		SP:Iteration 25Q (138228.680000 sec): 3 clusters
  Score: Raw -2811632.572222 + Penalty 3279.455010 = -2808353.117212
  nChanged 501
		SP:Iteration 26Q (138228.960000 sec): 3 clusters
  Score: Raw -2812002.600062 + Penalty 3279.455010 = -2808723.145052
  nChanged 536
		SP:Iteration 27Q (138229.280000 sec): 3 clusters
  Score: Raw -2812440.919340 + Penalty 3279.455010 = -2809161.464330
  nChanged 523
		SP:Iteration 28Q (138229.570000 sec): 3 clusters
  Score: Raw -2812830.473492 + Penalty 3279.455010 = -2809551.018482
  nChanged 471
		SP:Iteration 29Q (138229.830000 sec): 3 clusters
  Score: Raw -2813103.681566 + Penalty 3279.455010 = -2809824.226556
  nChanged 392
		SP:Iteration 30Q (138230.100000 sec): 3 clusters
  Score: Raw -2813272.430668 + Penalty 3279.455010 = -2809992.975659
  nChanged 290
		SP:Iteration 31Q (138230.360000 sec): 3 clusters
  Score: Raw -2813372.654337 + Penalty 3279.455010 = -2810093.199327
  nChanged 259
		SP:Iteration 32Q (138230.620000 sec): 3 clusters
  Score: Raw -2813456.776002 + Penalty 3279.455010 = -2810177.320992
  nChanged 220
		SP:Iteration 33Q (138230.880000 sec): 3 clusters
  Score: Raw -2813531.143981 + Penalty 3279.455010 = -2810251.688972
  nChanged 228
		SP:Iteration 34Q (138231.150000 sec): 3 clusters
  Score: Raw -2813597.262066 + Penalty 3279.455010 = -2810317.807056
  nChanged 187
		SP:Iteration 35Q (138231.460000 sec): 3 clusters
  Score: Raw -2813640.150101 + Penalty 3279.455010 = -2810360.695091
  nChanged 136
		SP:Iteration 36Q (138231.740000 sec): 3 clusters
  Score: Raw -2813665.553145 + Penalty 3279.455010 = -2810386.098135
  nChanged 101
		SP:Iteration 37Q (138232.020000 sec): 3 clusters
  Score: Raw -2813682.143734 + Penalty 3279.455010 = -2810402.688724
  nChanged 88
		SP:Iteration 38Q (138232.280000 sec): 3 clusters
  Score: Raw -2813694.978634 + Penalty 3279.455010 = -2810415.523624
  nChanged 83
		SP:Iteration 39Q (138232.540000 sec): 3 clusters
  Score: Raw -2813707.723296 + Penalty 3279.455010 = -2810428.268286
  nChanged 86
		SP:Iteration 40F (138232.820000 sec): 3 clusters
  Score: Raw -2813723.923780 + Penalty 3279.455010 = -2810444.468771
  nChanged 91
		SP:Iteration 41Q (138233.130000 sec): 3 clusters
  Score: Raw -2813741.604700 + Penalty 3279.455010 = -2810462.149690
  nChanged 112
		SP:Iteration 42Q (138233.410000 sec): 3 clusters
  Score: Raw -2813770.635797 + Penalty 3279.455010 = -2810491.180787
  nChanged 149
		SP:Iteration 43Q (138233.690000 sec): 3 clusters
  Score: Raw -2813810.376871 + Penalty 3279.455010 = -2810530.921861
  nChanged 179
		SP:Iteration 44Q (138233.950000 sec): 3 clusters
  Score: Raw -2813864.956913 + Penalty 3279.455010 = -2810585.501904
  nChanged 203
		SP:Iteration 45Q (138234.210000 sec): 3 clusters
  Score: Raw -2813928.716947 + Penalty 3279.455010 = -2810649.261937
  nChanged 220
		SP:Iteration 46Q (138234.480000 sec): 3 clusters
  Score: Raw -2814013.834430 + Penalty 3279.455010 = -2810734.379420
  nChanged 296
		SP:Iteration 47Q (138234.740000 sec): 3 clusters
  Score: Raw -2814146.147207 + Penalty 3279.455010 = -2810866.692198
  nChanged 339
		SP:Iteration 48Q (138235.000000 sec): 3 clusters
  Score: Raw -2814313.198354 + Penalty 3279.455010 = -2811033.743344
  nChanged 404
		SP:Iteration 49Q (138235.260000 sec): 3 clusters
  Score: Raw -2814571.764802 + Penalty 3279.455010 = -2811292.309792
  nChanged 519
		SP:Iteration 50Q (138235.520000 sec): 3 clusters
  Score: Raw -2815009.955915 + Penalty 3279.455010 = -2811730.500905
  nChanged 623
		SP:Iteration 51Q (138235.780000 sec): 3 clusters
  Score: Raw -2815657.999091 + Penalty 3279.455010 = -2812378.544081
  nChanged 728
		SP:Iteration 52Q (138236.090000 sec): 3 clusters
  Score: Raw -2816546.530785 + Penalty 3279.455010 = -2813267.075775
  nChanged 621
		SP:Iteration 53Q (138236.360000 sec): 3 clusters
  Score: Raw -2817351.303273 + Penalty 3279.455010 = -2814071.848263
  nChanged 453
		SP:Iteration 54Q (138236.630000 sec): 3 clusters
  Score: Raw -2817858.252390 + Penalty 3279.455010 = -2814578.797380
  nChanged 258
		SP:Iteration 55Q (138236.900000 sec): 3 clusters
  Score: Raw -2818044.830224 + Penalty 3279.455010 = -2814765.375214
  nChanged 127
		SP:Iteration 56Q (138237.170000 sec): 3 clusters
  Score: Raw -2818113.631465 + Penalty 3279.455010 = -2814834.176455
  nChanged 63
		SP:Iteration 57Q (138237.420000 sec): 3 clusters
  Score: Raw -2818136.115985 + Penalty 3279.455010 = -2814856.660975
  nChanged 40
		SP:Iteration 58Q (138237.670000 sec): 3 clusters
  Score: Raw -2818147.443505 + Penalty 3279.455010 = -2814867.988495
  nChanged 21
		SP:Iteration 59Q (138237.940000 sec): 3 clusters
  Score: Raw -2818150.006497 + Penalty 3279.455010 = -2814870.551487
  nChanged 12
		SP:Iteration 60F (138238.220000 sec): 3 clusters
  Score: Raw -2818202.066983 + Penalty 3279.455010 = -2814922.611973
  nChanged 44
		SP:Iteration 61Q (138238.480000 sec): 3 clusters
  Score: Raw -2818211.276100 + Penalty 3279.455010 = -2814931.821090
  nChanged 15
		SP:Iteration 62Q (138238.720000 sec): 3 clusters
  Score: Raw -2818212.650483 + Penalty 3279.455010 = -2814933.195473
  nChanged 11
		SP:Iteration 63Q (138238.980000 sec): 3 clusters
  Score: Raw -2818213.204042 + Penalty 3279.455010 = -2814933.749032
  nChanged 3
		SP:Iteration 64Q (138239.230000 sec): 3 clusters
  Score: Raw -2818213.292189 + Penalty 3279.455010 = -2814933.837179
  nChanged 0
		SP:Iteration 65F (138239.510000 sec): 3 clusters
  Score: Raw -2818213.292189 + Penalty 3279.455010 = -2814933.837179
  nChanged 0
  Score: Raw -119029931.129989 + Penalty 240789.252216 = -118789141.877773

Splitting cluster 69 changes total score from -118778445.346263 to -118789141.877773

 So it's getting split into cluster 107.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 70 (5508 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (138565.230000 sec): 2 clusters
  Score: Raw -558243.019883 + Penalty 1399.767990 = -556843.251894
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (138565.340000 sec): 3 clusters
  Score: Raw -555423.571876 + Penalty 2799.535979 = -552624.035896
  nChanged 2343
		SP:Iteration 1F (138565.430000 sec): 3 clusters
  Score: Raw -557476.831858 + Penalty 2799.535979 = -554677.295879
  nChanged 715
		SP:Iteration 2F (138565.530000 sec): 3 clusters
  Score: Raw -558460.663533 + Penalty 2799.535979 = -555661.127554
  nChanged 568
		SP:Iteration 3F (138565.620000 sec): 3 clusters
  Score: Raw -559174.939461 + Penalty 2799.535979 = -556375.403481
  nChanged 466
		SP:Iteration 4F (138565.720000 sec): 3 clusters
  Score: Raw -559680.825477 + Penalty 2799.535979 = -556881.289497
  nChanged 294
		SP:Iteration 5F (138565.810000 sec): 3 clusters
  Score: Raw -560002.085605 + Penalty 2799.535979 = -557202.549626
  nChanged 210
		SP:Iteration 6Q (138565.900000 sec): 3 clusters
  Score: Raw -560196.965771 + Penalty 2799.535979 = -557397.429792
  nChanged 163
		SP:Iteration 7Q (138565.990000 sec): 3 clusters
  Score: Raw -560312.692735 + Penalty 2799.535979 = -557513.156755
  nChanged 99
		SP:Iteration 8Q (138566.080000 sec): 3 clusters
  Score: Raw -560362.633152 + Penalty 2799.535979 = -557563.097172
  nChanged 71
		SP:Iteration 9Q (138566.170000 sec): 3 clusters
  Score: Raw -560393.382115 + Penalty 2799.535979 = -557593.846136
  nChanged 65
		SP:Iteration 10Q (138566.330000 sec): 3 clusters
  Score: Raw -560428.837294 + Penalty 2799.535979 = -557629.301314
  nChanged 74
		SP:Iteration 11Q (138566.420000 sec): 3 clusters
  Score: Raw -560457.525171 + Penalty 2799.535979 = -557657.989192
  nChanged 64
		SP:Iteration 12Q (138566.510000 sec): 3 clusters
  Score: Raw -560494.002239 + Penalty 2799.535979 = -557694.466260
  nChanged 58
		SP:Iteration 13Q (138566.600000 sec): 3 clusters
  Score: Raw -560529.890067 + Penalty 2799.535979 = -557730.354088
  nChanged 61
		SP:Iteration 14Q (138566.690000 sec): 3 clusters
  Score: Raw -560563.752625 + Penalty 2799.535979 = -557764.216645
  nChanged 64
		SP:Iteration 15Q (138566.780000 sec): 3 clusters
  Score: Raw -560590.669317 + Penalty 2799.535979 = -557791.133338
  nChanged 56
		SP:Iteration 16Q (138566.870000 sec): 3 clusters
  Score: Raw -560615.205239 + Penalty 2799.535979 = -557815.669259
  nChanged 57
		SP:Iteration 17Q (138566.960000 sec): 3 clusters
  Score: Raw -560643.040512 + Penalty 2799.535979 = -557843.504532
  nChanged 63
		SP:Iteration 18Q (138567.050000 sec): 3 clusters
  Score: Raw -560676.317705 + Penalty 2799.535979 = -557876.781725
  nChanged 75
		SP:Iteration 19Q (138567.150000 sec): 3 clusters
  Score: Raw -560715.109582 + Penalty 2799.535979 = -557915.573602
  nChanged 66
		SP:Iteration 20F (138567.240000 sec): 3 clusters
  Score: Raw -560746.450950 + Penalty 2799.535979 = -557946.914971
  nChanged 67
		SP:Iteration 21Q (138567.330000 sec): 3 clusters
  Score: Raw -560785.408242 + Penalty 2799.535979 = -557985.872262
  nChanged 71
		SP:Iteration 22Q (138567.420000 sec): 3 clusters
  Score: Raw -560833.539103 + Penalty 2799.535979 = -558034.003123
  nChanged 90
		SP:Iteration 23Q (138567.510000 sec): 3 clusters
  Score: Raw -560910.364471 + Penalty 2799.535979 = -558110.828491
  nChanged 94
		SP:Iteration 24Q (138567.600000 sec): 3 clusters
  Score: Raw -561053.012268 + Penalty 2799.535979 = -558253.476288
  nChanged 124
		SP:Iteration 25Q (138567.690000 sec): 3 clusters
  Score: Raw -561185.959406 + Penalty 2799.535979 = -558386.423427
  nChanged 89
		SP:Iteration 26Q (138567.780000 sec): 3 clusters
  Score: Raw -561247.878271 + Penalty 2799.535979 = -558448.342291
  nChanged 68
		SP:Iteration 27Q (138567.870000 sec): 3 clusters
  Score: Raw -561281.907029 + Penalty 2799.535979 = -558482.371049
  nChanged 45
		SP:Iteration 28Q (138567.960000 sec): 3 clusters
  Score: Raw -561306.625787 + Penalty 2799.535979 = -558507.089808
  nChanged 44
		SP:Iteration 29Q (138568.050000 sec): 3 clusters
  Score: Raw -561324.081379 + Penalty 2799.535979 = -558524.545400
  nChanged 27
		SP:Iteration 30Q (138568.140000 sec): 3 clusters
  Score: Raw -561334.791575 + Penalty 2799.535979 = -558535.255595
  nChanged 20
		SP:Iteration 31Q (138568.230000 sec): 3 clusters
  Score: Raw -561343.711745 + Penalty 2799.535979 = -558544.175766
  nChanged 15
		SP:Iteration 32Q (138568.420000 sec): 3 clusters
  Score: Raw -561347.769383 + Penalty 2799.535979 = -558548.233404
  nChanged 13
		SP:Iteration 33Q (138568.510000 sec): 3 clusters
  Score: Raw -561351.020389 + Penalty 2799.535979 = -558551.484410
  nChanged 12
		SP:Iteration 34Q (138568.600000 sec): 3 clusters
  Score: Raw -561354.321297 + Penalty 2799.535979 = -558554.785318
  nChanged 4
		SP:Iteration 35Q (138568.690000 sec): 3 clusters
  Score: Raw -561354.886438 + Penalty 2799.535979 = -558555.350459
  nChanged 3
		SP:Iteration 36Q (138568.770000 sec): 3 clusters
  Score: Raw -561355.719398 + Penalty 2799.535979 = -558556.183419
  nChanged 3
		SP:Iteration 37Q (138568.870000 sec): 3 clusters
  Score: Raw -561356.344392 + Penalty 2799.535979 = -558556.808412
  nChanged 4
		SP:Iteration 38Q (138568.950000 sec): 3 clusters
  Score: Raw -561357.843326 + Penalty 2799.535979 = -558558.307346
  nChanged 4
		SP:Iteration 39Q (138569.050000 sec): 3 clusters
  Score: Raw -561358.427194 + Penalty 2799.535979 = -558558.891215
  nChanged 1
		SP:Iteration 40F (138569.140000 sec): 3 clusters
  Score: Raw -561358.795244 + Penalty 2799.535979 = -558559.259265
  nChanged 5
		SP:Iteration 41Q (138569.230000 sec): 3 clusters
  Score: Raw -561360.363000 + Penalty 2799.535979 = -558560.827021
  nChanged 5
		SP:Iteration 42Q (138569.320000 sec): 3 clusters
  Score: Raw -561361.530876 + Penalty 2799.535979 = -558561.994897
  nChanged 4
		SP:Iteration 43Q (138569.410000 sec): 3 clusters
  Score: Raw -561362.232650 + Penalty 2799.535979 = -558562.696671
  nChanged 2
		SP:Iteration 44Q (138569.500000 sec): 3 clusters
  Score: Raw -561362.540931 + Penalty 2799.535979 = -558563.004952
  nChanged 1
		SP:Iteration 45Q (138569.590000 sec): 3 clusters
  Score: Raw -561362.696996 + Penalty 2799.535979 = -558563.161016
  nChanged 0
		SP:Iteration 46F (138569.680000 sec): 3 clusters
  Score: Raw -561362.696996 + Penalty 2799.535979 = -558563.161016
  nChanged 0
  Score: Raw -119033050.807101 + Penalty 243039.619059 = -118790011.188042

Splitting cluster 70 changes total score from -118778445.346263 to -118790011.188042

 So it's getting split into cluster 108.
Iteration 99Q (139188.190000 sec): 109 clusters
  Score: Raw -119052927.896933 + Penalty 243039.619059 = -118809888.277875
  nChanged 29014
Iteration 100F (139571.580000 sec): 109 clusters
  Score: Raw -119069918.141094 + Penalty 243039.619059 = -118826878.522035
  nChanged 20435
Iteration 101Q (139843.650000 sec): 109 clusters
  Score: Raw -119077392.603266 + Penalty 243039.619059 = -118834352.984207
  nChanged 11652
Iteration 102Q (140115.760000 sec): 109 clusters
  Score: Raw -119081277.759592 + Penalty 243039.619059 = -118838238.140533
  nChanged 8404
Iteration 103Q (140388.120000 sec): 109 clusters
  Score: Raw -119083919.705992 + Penalty 243039.619059 = -118840880.086934
  nChanged 6721
Iteration 104Q (140659.980000 sec): 109 clusters
  Score: Raw -119085696.705138 + Penalty 243039.619059 = -118842657.086079
  nChanged 5553
Iteration 105Q (140931.840000 sec): 109 clusters
  Score: Raw -119087178.106382 + Penalty 243039.619059 = -118844138.487323
  nChanged 4905
Iteration 106Q (141204.160000 sec): 109 clusters
  Score: Raw -119088414.525444 + Penalty 243039.619059 = -118845374.906385
  nChanged 4469
Iteration 107Q (141475.810000 sec): 109 clusters
  Score: Raw -119089452.274687 + Penalty 243039.619059 = -118846412.655629
  nChanged 4045
Iteration 108Q (141747.480000 sec): 109 clusters
  Score: Raw -119090342.050936 + Penalty 243039.619059 = -118847302.431878
  nChanged 3534
Iteration 109Q (142019.440000 sec): 109 clusters
  Score: Raw -119091053.721210 + Penalty 243039.619059 = -118848014.102151
  nChanged 3285
Iteration 110Q (142290.790000 sec): 109 clusters
  Score: Raw -119091676.781785 + Penalty 243039.619059 = -118848637.162726
  nChanged 3052
Iteration 111Q (142562.420000 sec): 109 clusters
  Score: Raw -119092282.520328 + Penalty 243039.619059 = -118849242.901270
  nChanged 2975
Iteration 112Q (142834.600000 sec): 109 clusters
  Score: Raw -119092870.530965 + Penalty 243039.619059 = -118849830.911906
  nChanged 2790
Iteration 113Q (143106.570000 sec): 109 clusters
  Score: Raw -119093469.501377 + Penalty 243039.619059 = -118850429.882318
  nChanged 2737
Iteration 114Q (143378.150000 sec): 109 clusters
  Score: Raw -119094078.404768 + Penalty 243039.619059 = -118851038.785709
  nChanged 2693
Iteration 115Q (143649.410000 sec): 109 clusters
  Score: Raw -119094690.726245 + Penalty 243039.619059 = -118851651.107187
  nChanged 2581
Iteration 116Q (143920.900000 sec): 109 clusters
  Score: Raw -119095259.035770 + Penalty 243039.619059 = -118852219.416711
  nChanged 2378
Iteration 117Q (144192.450000 sec): 109 clusters
  Score: Raw -119095775.996876 + Penalty 243039.619059 = -118852736.377818
  nChanged 2236
Iteration 118Q (144464.680000 sec): 109 clusters
  Score: Raw -119096251.531355 + Penalty 243039.619059 = -118853211.912296
  nChanged 2070
Iteration 119Q (144736.150000 sec): 109 clusters
  Score: Raw -119096723.056300 + Penalty 243039.619059 = -118853683.437242
  nChanged 1955
Iteration 120F (145119.590000 sec): 109 clusters
  Score: Raw -119097521.029607 + Penalty 243039.619059 = -118854481.410548
  nChanged 2100
Iteration 121Q (145391.940000 sec): 109 clusters
  Score: Raw -119098302.816681 + Penalty 243039.619059 = -118855263.197622
  nChanged 2086
Iteration 122Q (145663.980000 sec): 109 clusters
  Score: Raw -119098787.105263 + Penalty 243039.619059 = -118855747.486204
  nChanged 1985
Iteration 123Q (145935.710000 sec): 109 clusters
  Score: Raw -119099184.872788 + Penalty 243039.619059 = -118856145.253730
  nChanged 1911
Iteration 124Q (146207.350000 sec): 109 clusters
  Score: Raw -119099529.433005 + Penalty 243039.619059 = -118856489.813946
  nChanged 1820
Iteration 125Q (146479.690000 sec): 109 clusters
  Score: Raw -119099853.869115 + Penalty 243039.619059 = -118856814.250056
  nChanged 1713
Iteration 126Q (146751.400000 sec): 109 clusters
  Score: Raw -119100188.575391 + Penalty 243039.619059 = -118857148.956332
  nChanged 1715
Iteration 127Q (147023.770000 sec): 109 clusters
  Score: Raw -119100569.330630 + Penalty 243039.619059 = -118857529.711571
  nChanged 1734
Iteration 128Q (147296.360000 sec): 109 clusters
  Score: Raw -119100979.147210 + Penalty 243039.619059 = -118857939.528151
  nChanged 1659
Iteration 129Q (147568.300000 sec): 109 clusters
  Score: Raw -119101336.558904 + Penalty 243039.619059 = -118858296.939845
  nChanged 1636
Iteration 130Q (147840.930000 sec): 109 clusters
  Score: Raw -119101697.736092 + Penalty 243039.619059 = -118858658.117033
  nChanged 1581
Iteration 131Q (148113.370000 sec): 109 clusters
  Score: Raw -119102014.588947 + Penalty 243039.619059 = -118858974.969888
  nChanged 1575
Iteration 132Q (148385.850000 sec): 109 clusters
  Score: Raw -119102303.280860 + Penalty 243039.619059 = -118859263.661801
  nChanged 1511
Iteration 133Q (148658.300000 sec): 109 clusters
  Score: Raw -119102590.045627 + Penalty 243039.619059 = -118859550.426568
  nChanged 1515
Iteration 134Q (148930.840000 sec): 109 clusters
  Score: Raw -119102900.257515 + Penalty 243039.619059 = -118859860.638457
  nChanged 1501
Iteration 135Q (149203.460000 sec): 109 clusters
  Score: Raw -119103305.963120 + Penalty 243039.619059 = -118860266.344061
  nChanged 1543
Iteration 136Q (149475.320000 sec): 109 clusters
  Score: Raw -119103735.598385 + Penalty 243039.619059 = -118860695.979327
  nChanged 1544
Iteration 137Q (149747.220000 sec): 109 clusters
  Score: Raw -119104100.716365 + Penalty 243039.619059 = -118861061.097306
  nChanged 1463
Iteration 138Q (150018.830000 sec): 109 clusters
  Score: Raw -119104461.407894 + Penalty 243039.619059 = -118861421.788835
  nChanged 1387
Writing temp clu file 
Because OldScore, -118861061.097306, is greater than current (better) Score,-118861421.788835 
 Memory request: 0.00 GB would take us to total of 3.81 GB.
Compute initial score before splitting:   Score: Raw -119104461.407894 + Penalty 243039.619059 = -118861421.788835
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 1 (7753 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150019.580000 sec): 2 clusters
  Score: Raw -950766.484199 + Penalty 1455.323211 = -949311.160988
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150019.720000 sec): 3 clusters
  Score: Raw -946513.309500 + Penalty 2910.646422 = -943602.663078
  nChanged 3294
		SP:Iteration 1F (150019.840000 sec): 3 clusters
  Score: Raw -948383.945176 + Penalty 2910.646422 = -945473.298755
  nChanged 552
		SP:Iteration 2F (150019.960000 sec): 3 clusters
  Score: Raw -948663.328914 + Penalty 2910.646422 = -945752.682492
  nChanged 427
		SP:Iteration 3F (150020.070000 sec): 3 clusters
  Score: Raw -948886.900343 + Penalty 2910.646422 = -945976.253922
  nChanged 371
		SP:Iteration 4Q (150020.190000 sec): 3 clusters
  Score: Raw -949085.714151 + Penalty 2910.646422 = -946175.067729
  nChanged 371
		SP:Iteration 5Q (150020.310000 sec): 3 clusters
  Score: Raw -949296.636219 + Penalty 2910.646422 = -946385.989797
  nChanged 380
		SP:Iteration 6Q (150020.420000 sec): 3 clusters
  Score: Raw -949525.593642 + Penalty 2910.646422 = -946614.947220
  nChanged 368
		SP:Iteration 7Q (150020.540000 sec): 3 clusters
  Score: Raw -949756.053861 + Penalty 2910.646422 = -946845.407439
  nChanged 316
		SP:Iteration 8Q (150020.660000 sec): 3 clusters
  Score: Raw -949966.725747 + Penalty 2910.646422 = -947056.079325
  nChanged 284
		SP:Iteration 9Q (150020.780000 sec): 3 clusters
  Score: Raw -950172.527938 + Penalty 2910.646422 = -947261.881516
  nChanged 248
		SP:Iteration 10Q (150020.910000 sec): 3 clusters
  Score: Raw -950347.428438 + Penalty 2910.646422 = -947436.782016
  nChanged 197
		SP:Iteration 11Q (150021.030000 sec): 3 clusters
  Score: Raw -950499.894483 + Penalty 2910.646422 = -947589.248061
  nChanged 136
		SP:Iteration 12Q (150021.150000 sec): 3 clusters
  Score: Raw -950608.899304 + Penalty 2910.646422 = -947698.252883
  nChanged 122
		SP:Iteration 13Q (150021.270000 sec): 3 clusters
  Score: Raw -950701.798264 + Penalty 2910.646422 = -947791.151842
  nChanged 79
		SP:Iteration 14Q (150021.390000 sec): 3 clusters
  Score: Raw -950763.388018 + Penalty 2910.646422 = -947852.741596
  nChanged 56
		SP:Iteration 15Q (150021.510000 sec): 3 clusters
  Score: Raw -950811.950085 + Penalty 2910.646422 = -947901.303663
  nChanged 43
		SP:Iteration 16Q (150021.620000 sec): 3 clusters
  Score: Raw -950846.807561 + Penalty 2910.646422 = -947936.161139
  nChanged 23
		SP:Iteration 17Q (150021.740000 sec): 3 clusters
  Score: Raw -950862.418554 + Penalty 2910.646422 = -947951.772132
  nChanged 20
		SP:Iteration 18Q (150021.860000 sec): 3 clusters
  Score: Raw -950876.625339 + Penalty 2910.646422 = -947965.978917
  nChanged 24
		SP:Iteration 19Q (150022.090000 sec): 3 clusters
  Score: Raw -950891.337152 + Penalty 2910.646422 = -947980.690730
  nChanged 14
		SP:Iteration 20F (150022.210000 sec): 3 clusters
  Score: Raw -950901.722220 + Penalty 2910.646422 = -947991.075798
  nChanged 10
		SP:Iteration 21Q (150022.330000 sec): 3 clusters
  Score: Raw -950910.372718 + Penalty 2910.646422 = -947999.726296
  nChanged 8
		SP:Iteration 22Q (150022.440000 sec): 3 clusters
  Score: Raw -950915.586476 + Penalty 2910.646422 = -948004.940054
  nChanged 9
		SP:Iteration 23Q (150022.550000 sec): 3 clusters
  Score: Raw -950922.789028 + Penalty 2910.646422 = -948012.142606
  nChanged 9
		SP:Iteration 24Q (150022.660000 sec): 3 clusters
  Score: Raw -950930.151189 + Penalty 2910.646422 = -948019.504767
  nChanged 7
		SP:Iteration 25Q (150022.770000 sec): 3 clusters
  Score: Raw -950936.106847 + Penalty 2910.646422 = -948025.460426
  nChanged 3
		SP:Iteration 26Q (150022.890000 sec): 3 clusters
  Score: Raw -950938.360625 + Penalty 2910.646422 = -948027.714203
  nChanged 2
		SP:Iteration 27Q (150023.000000 sec): 3 clusters
  Score: Raw -950939.981150 + Penalty 2910.646422 = -948029.334728
  nChanged 2
		SP:Iteration 28Q (150023.110000 sec): 3 clusters
  Score: Raw -950942.048399 + Penalty 2910.646422 = -948031.401977
  nChanged 2
		SP:Iteration 29Q (150023.220000 sec): 3 clusters
  Score: Raw -950943.996488 + Penalty 2910.646422 = -948033.350066
  nChanged 4
		SP:Iteration 30Q (150023.330000 sec): 3 clusters
  Score: Raw -950946.665876 + Penalty 2910.646422 = -948036.019454
  nChanged 1
		SP:Iteration 31Q (150023.450000 sec): 3 clusters
  Score: Raw -950946.872648 + Penalty 2910.646422 = -948036.226226
  nChanged 2
		SP:Iteration 32Q (150023.570000 sec): 3 clusters
  Score: Raw -950948.116731 + Penalty 2910.646422 = -948037.470309
  nChanged 1
		SP:Iteration 33Q (150023.690000 sec): 3 clusters
  Score: Raw -950948.423704 + Penalty 2910.646422 = -948037.777282
  nChanged 1
		SP:Iteration 34Q (150023.800000 sec): 3 clusters
  Score: Raw -950948.695816 + Penalty 2910.646422 = -948038.049395
  nChanged 1
		SP:Iteration 35Q (150023.920000 sec): 3 clusters
  Score: Raw -950949.238791 + Penalty 2910.646422 = -948038.592369
  nChanged 2
		SP:Iteration 36Q (150024.040000 sec): 3 clusters
  Score: Raw -950950.593547 + Penalty 2910.646422 = -948039.947125
  nChanged 1
		SP:Iteration 37Q (150024.160000 sec): 3 clusters
  Score: Raw -950951.689223 + Penalty 2910.646422 = -948041.042801
  nChanged 2
		SP:Iteration 38Q (150024.280000 sec): 3 clusters
  Score: Raw -950953.008518 + Penalty 2910.646422 = -948042.362096
  nChanged 1
		SP:Iteration 39Q (150024.390000 sec): 3 clusters
  Score: Raw -950953.347010 + Penalty 2910.646422 = -948042.700588
  nChanged 0
		SP:Iteration 40F (150024.520000 sec): 3 clusters
  Score: Raw -950953.347010 + Penalty 2910.646422 = -948042.700588
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 2 (9305 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150024.640000 sec): 2 clusters
  Score: Raw -1047862.967152 + Penalty 1484.974915 = -1046377.992237
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150024.770000 sec): 3 clusters
  Score: Raw -1042766.729482 + Penalty 2969.949830 = -1039796.779652
  nChanged 3995
		SP:Iteration 1F (150024.900000 sec): 3 clusters
  Score: Raw -1045477.108416 + Penalty 2969.949830 = -1042507.158586
  nChanged 823
		SP:Iteration 2F (150025.040000 sec): 3 clusters
  Score: Raw -1046056.205631 + Penalty 2969.949830 = -1043086.255801
  nChanged 669
		SP:Iteration 3F (150025.170000 sec): 3 clusters
  Score: Raw -1046459.983665 + Penalty 2969.949830 = -1043490.033835
  nChanged 477
		SP:Iteration 4F (150025.310000 sec): 3 clusters
  Score: Raw -1046759.615433 + Penalty 2969.949830 = -1043789.665603
  nChanged 392
		SP:Iteration 5Q (150025.440000 sec): 3 clusters
  Score: Raw -1046977.957635 + Penalty 2969.949830 = -1044008.007805
  nChanged 318
		SP:Iteration 6Q (150025.570000 sec): 3 clusters
  Score: Raw -1047150.174255 + Penalty 2969.949830 = -1044180.224426
  nChanged 248
		SP:Iteration 7Q (150025.710000 sec): 3 clusters
  Score: Raw -1047269.424877 + Penalty 2969.949830 = -1044299.475047
  nChanged 193
		SP:Iteration 8Q (150025.860000 sec): 3 clusters
  Score: Raw -1047358.379565 + Penalty 2969.949830 = -1044388.429735
  nChanged 172
		SP:Iteration 9Q (150026.010000 sec): 3 clusters
  Score: Raw -1047431.644424 + Penalty 2969.949830 = -1044461.694594
  nChanged 151
		SP:Iteration 10Q (150026.140000 sec): 3 clusters
  Score: Raw -1047500.474776 + Penalty 2969.949830 = -1044530.524946
  nChanged 128
		SP:Iteration 11Q (150026.260000 sec): 3 clusters
  Score: Raw -1047550.596860 + Penalty 2969.949830 = -1044580.647030
  nChanged 113
		SP:Iteration 12Q (150026.410000 sec): 3 clusters
  Score: Raw -1047597.543154 + Penalty 2969.949830 = -1044627.593324
  nChanged 119
		SP:Iteration 13Q (150026.570000 sec): 3 clusters
  Score: Raw -1047639.695660 + Penalty 2969.949830 = -1044669.745830
  nChanged 95
		SP:Iteration 14Q (150026.730000 sec): 3 clusters
  Score: Raw -1047669.892802 + Penalty 2969.949830 = -1044699.942972
  nChanged 74
		SP:Iteration 15Q (150026.870000 sec): 3 clusters
  Score: Raw -1047696.383811 + Penalty 2969.949830 = -1044726.433981
  nChanged 80
		SP:Iteration 16Q (150026.990000 sec): 3 clusters
  Score: Raw -1047723.106690 + Penalty 2969.949830 = -1044753.156860
  nChanged 59
		SP:Iteration 17Q (150027.110000 sec): 3 clusters
  Score: Raw -1047741.653143 + Penalty 2969.949830 = -1044771.703313
  nChanged 56
		SP:Iteration 18Q (150027.260000 sec): 3 clusters
  Score: Raw -1047758.548361 + Penalty 2969.949830 = -1044788.598531
  nChanged 61
		SP:Iteration 19Q (150027.400000 sec): 3 clusters
  Score: Raw -1047780.426428 + Penalty 2969.949830 = -1044810.476598
  nChanged 72
		SP:Iteration 20F (150027.550000 sec): 3 clusters
  Score: Raw -1047799.985303 + Penalty 2969.949830 = -1044830.035473
  nChanged 56
		SP:Iteration 21Q (150027.690000 sec): 3 clusters
  Score: Raw -1047815.792304 + Penalty 2969.949830 = -1044845.842475
  nChanged 47
		SP:Iteration 22Q (150027.810000 sec): 3 clusters
  Score: Raw -1047824.404439 + Penalty 2969.949830 = -1044854.454609
  nChanged 30
		SP:Iteration 23Q (150027.940000 sec): 3 clusters
  Score: Raw -1047832.606050 + Penalty 2969.949830 = -1044862.656220
  nChanged 30
		SP:Iteration 24Q (150028.080000 sec): 3 clusters
  Score: Raw -1047841.134451 + Penalty 2969.949830 = -1044871.184621
  nChanged 41
		SP:Iteration 25Q (150028.240000 sec): 3 clusters
  Score: Raw -1047849.863656 + Penalty 2969.949830 = -1044879.913826
  nChanged 31
		SP:Iteration 26Q (150028.390000 sec): 3 clusters
  Score: Raw -1047856.125256 + Penalty 2969.949830 = -1044886.175426
  nChanged 26
		SP:Iteration 27Q (150028.530000 sec): 3 clusters
  Score: Raw -1047860.226614 + Penalty 2969.949830 = -1044890.276784
  nChanged 22
		SP:Iteration 28Q (150028.650000 sec): 3 clusters
  Score: Raw -1047863.816263 + Penalty 2969.949830 = -1044893.866433
  nChanged 12
		SP:Iteration 29Q (150028.770000 sec): 3 clusters
  Score: Raw -1047865.612115 + Penalty 2969.949830 = -1044895.662285
  nChanged 9
		SP:Iteration 30Q (150028.900000 sec): 3 clusters
  Score: Raw -1047867.037087 + Penalty 2969.949830 = -1044897.087257
  nChanged 8
		SP:Iteration 31Q (150029.040000 sec): 3 clusters
  Score: Raw -1047868.315264 + Penalty 2969.949830 = -1044898.365434
  nChanged 7
		SP:Iteration 32Q (150029.190000 sec): 3 clusters
  Score: Raw -1047869.157992 + Penalty 2969.949830 = -1044899.208162
  nChanged 4
		SP:Iteration 33Q (150029.330000 sec): 3 clusters
  Score: Raw -1047869.464665 + Penalty 2969.949830 = -1044899.514835
  nChanged 4
		SP:Iteration 34Q (150029.460000 sec): 3 clusters
  Score: Raw -1047870.083720 + Penalty 2969.949830 = -1044900.133890
  nChanged 8
		SP:Iteration 35Q (150029.580000 sec): 3 clusters
  Score: Raw -1047870.875981 + Penalty 2969.949830 = -1044900.926151
  nChanged 3
		SP:Iteration 36Q (150029.700000 sec): 3 clusters
  Score: Raw -1047871.417468 + Penalty 2969.949830 = -1044901.467638
  nChanged 3
		SP:Iteration 37Q (150029.840000 sec): 3 clusters
  Score: Raw -1047871.875719 + Penalty 2969.949830 = -1044901.925889
  nChanged 5
		SP:Iteration 38Q (150030.000000 sec): 3 clusters
  Score: Raw -1047872.665469 + Penalty 2969.949830 = -1044902.715639
  nChanged 2
		SP:Iteration 39Q (150030.150000 sec): 3 clusters
  Score: Raw -1047872.959871 + Penalty 2969.949830 = -1044903.010041
  nChanged 3
		SP:Iteration 40F (150030.310000 sec): 3 clusters
  Score: Raw -1047873.386257 + Penalty 2969.949830 = -1044903.436427
  nChanged 1
		SP:Iteration 41Q (150030.430000 sec): 3 clusters
  Score: Raw -1047873.434412 + Penalty 2969.949830 = -1044903.484582
  nChanged 1
		SP:Iteration 42Q (150030.550000 sec): 3 clusters
  Score: Raw -1047873.693547 + Penalty 2969.949830 = -1044903.743717
  nChanged 3
		SP:Iteration 43Q (150030.680000 sec): 3 clusters
  Score: Raw -1047873.939236 + Penalty 2969.949830 = -1044903.989406
  nChanged 2
		SP:Iteration 44Q (150030.820000 sec): 3 clusters
  Score: Raw -1047874.314969 + Penalty 2969.949830 = -1044904.365139
  nChanged 2
		SP:Iteration 45Q (150030.960000 sec): 3 clusters
  Score: Raw -1047874.628283 + Penalty 2969.949830 = -1044904.678453
  nChanged 2
		SP:Iteration 46Q (150031.100000 sec): 3 clusters
  Score: Raw -1047874.850067 + Penalty 2969.949830 = -1044904.900237
  nChanged 1
		SP:Iteration 47Q (150031.240000 sec): 3 clusters
  Score: Raw -1047875.111740 + Penalty 2969.949830 = -1044905.161910
  nChanged 0
		SP:Iteration 48F (150031.370000 sec): 3 clusters
  Score: Raw -1047875.111740 + Penalty 2969.949830 = -1044905.161910
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 3 (10471 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150031.490000 sec): 2 clusters
  Score: Raw -1204796.674578 + Penalty 1504.159282 = -1203292.515297
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150031.630000 sec): 3 clusters
  Score: Raw -1198839.401135 + Penalty 3008.318563 = -1195831.082571
  nChanged 4542
		SP:Iteration 1F (150031.790000 sec): 3 clusters
  Score: Raw -1201551.382467 + Penalty 3008.318563 = -1198543.063903
  nChanged 808
		SP:Iteration 2F (150031.940000 sec): 3 clusters
  Score: Raw -1202059.091308 + Penalty 3008.318563 = -1199050.772745
  nChanged 727
		SP:Iteration 3F (150032.090000 sec): 3 clusters
  Score: Raw -1202529.925220 + Penalty 3008.318563 = -1199521.606657
  nChanged 707
		SP:Iteration 4F (150032.260000 sec): 3 clusters
  Score: Raw -1203185.125122 + Penalty 3008.318563 = -1200176.806559
  nChanged 801
		SP:Iteration 5F (150032.410000 sec): 3 clusters
  Score: Raw -1204066.779493 + Penalty 3008.318563 = -1201058.460930
  nChanged 753
		SP:Iteration 6F (150032.550000 sec): 3 clusters
  Score: Raw -1204837.295180 + Penalty 3008.318563 = -1201828.976617
  nChanged 539
		SP:Iteration 7F (150032.730000 sec): 3 clusters
  Score: Raw -1205379.451353 + Penalty 3008.318563 = -1202371.132789
  nChanged 358
		SP:Iteration 8Q (150032.880000 sec): 3 clusters
  Score: Raw -1205708.282543 + Penalty 3008.318563 = -1202699.963980
  nChanged 246
		SP:Iteration 9Q (150033.010000 sec): 3 clusters
  Score: Raw -1205895.719922 + Penalty 3008.318563 = -1202887.401359
  nChanged 172
		SP:Iteration 10Q (150033.180000 sec): 3 clusters
  Score: Raw -1205993.738041 + Penalty 3008.318563 = -1202985.419478
  nChanged 127
		SP:Iteration 11Q (150033.350000 sec): 3 clusters
  Score: Raw -1206065.188407 + Penalty 3008.318563 = -1203056.869844
  nChanged 103
		SP:Iteration 12Q (150033.480000 sec): 3 clusters
  Score: Raw -1206124.727712 + Penalty 3008.318563 = -1203116.409148
  nChanged 89
		SP:Iteration 13Q (150033.620000 sec): 3 clusters
  Score: Raw -1206164.997964 + Penalty 3008.318563 = -1203156.679401
  nChanged 66
		SP:Iteration 14Q (150033.790000 sec): 3 clusters
  Score: Raw -1206189.709802 + Penalty 3008.318563 = -1203181.391238
  nChanged 48
		SP:Iteration 15Q (150033.930000 sec): 3 clusters
  Score: Raw -1206209.896853 + Penalty 3008.318563 = -1203201.578290
  nChanged 39
		SP:Iteration 16Q (150034.060000 sec): 3 clusters
  Score: Raw -1206224.233598 + Penalty 3008.318563 = -1203215.915035
  nChanged 36
		SP:Iteration 17Q (150034.220000 sec): 3 clusters
  Score: Raw -1206236.133721 + Penalty 3008.318563 = -1203227.815157
  nChanged 25
		SP:Iteration 18Q (150034.390000 sec): 3 clusters
  Score: Raw -1206244.451310 + Penalty 3008.318563 = -1203236.132747
  nChanged 26
		SP:Iteration 19Q (150034.520000 sec): 3 clusters
  Score: Raw -1206251.515764 + Penalty 3008.318563 = -1203243.197200
  nChanged 17
		SP:Iteration 20F (150034.670000 sec): 3 clusters
  Score: Raw -1206256.273685 + Penalty 3008.318563 = -1203247.955122
  nChanged 18
		SP:Iteration 21Q (150034.830000 sec): 3 clusters
  Score: Raw -1206261.934220 + Penalty 3008.318563 = -1203253.615657
  nChanged 22
		SP:Iteration 22Q (150034.970000 sec): 3 clusters
  Score: Raw -1206268.874687 + Penalty 3008.318563 = -1203260.556124
  nChanged 17
		SP:Iteration 23Q (150035.100000 sec): 3 clusters
  Score: Raw -1206273.478388 + Penalty 3008.318563 = -1203265.159824
  nChanged 13
		SP:Iteration 24Q (150035.270000 sec): 3 clusters
  Score: Raw -1206276.903913 + Penalty 3008.318563 = -1203268.585350
  nChanged 14
		SP:Iteration 25Q (150035.430000 sec): 3 clusters
  Score: Raw -1206281.683291 + Penalty 3008.318563 = -1203273.364728
  nChanged 10
		SP:Iteration 26Q (150035.560000 sec): 3 clusters
  Score: Raw -1206284.102970 + Penalty 3008.318563 = -1203275.784406
  nChanged 7
		SP:Iteration 27Q (150035.700000 sec): 3 clusters
  Score: Raw -1206284.803762 + Penalty 3008.318563 = -1203276.485198
  nChanged 3
		SP:Iteration 28Q (150035.860000 sec): 3 clusters
  Score: Raw -1206285.345004 + Penalty 3008.318563 = -1203277.026441
  nChanged 2
		SP:Iteration 29Q (150036.010000 sec): 3 clusters
  Score: Raw -1206285.608868 + Penalty 3008.318563 = -1203277.290304
  nChanged 1
		SP:Iteration 30Q (150036.130000 sec): 3 clusters
  Score: Raw -1206285.901779 + Penalty 3008.318563 = -1203277.583216
  nChanged 1
		SP:Iteration 31Q (150036.290000 sec): 3 clusters
  Score: Raw -1206286.077377 + Penalty 3008.318563 = -1203277.758814
  nChanged 1
		SP:Iteration 32Q (150036.460000 sec): 3 clusters
  Score: Raw -1206286.341091 + Penalty 3008.318563 = -1203278.022528
  nChanged 1
		SP:Iteration 33Q (150036.590000 sec): 3 clusters
  Score: Raw -1206286.590222 + Penalty 3008.318563 = -1203278.271659
  nChanged 0
		SP:Iteration 34F (150036.740000 sec): 3 clusters
  Score: Raw -1206286.590222 + Penalty 3008.318563 = -1203278.271659
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 4 (38127 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150037.070000 sec): 2 clusters
  Score: Raw -4693486.326507 + Penalty 1714.160170 = -4691772.166337
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150037.470000 sec): 3 clusters
  Score: Raw -4669670.382368 + Penalty 3428.320341 = -4666242.062027
  nChanged 17708
		SP:Iteration 1F (150037.850000 sec): 3 clusters
  Score: Raw -4680087.668567 + Penalty 3428.320341 = -4676659.348226
  nChanged 2198
		SP:Iteration 2F (150038.240000 sec): 3 clusters
  Score: Raw -4681189.734486 + Penalty 3428.320341 = -4677761.414145
  nChanged 2458
		SP:Iteration 3F (150038.660000 sec): 3 clusters
  Score: Raw -4682680.816813 + Penalty 3428.320341 = -4679252.496472
  nChanged 2800
		SP:Iteration 4F (150039.090000 sec): 3 clusters
  Score: Raw -4684674.782959 + Penalty 3428.320341 = -4681246.462618
  nChanged 2818
		SP:Iteration 5F (150039.490000 sec): 3 clusters
  Score: Raw -4686680.949435 + Penalty 3428.320341 = -4683252.629094
  nChanged 2556
		SP:Iteration 6F (150039.890000 sec): 3 clusters
  Score: Raw -4688253.375296 + Penalty 3428.320341 = -4684825.054956
  nChanged 2006
		SP:Iteration 7F (150040.290000 sec): 3 clusters
  Score: Raw -4689299.095928 + Penalty 3428.320341 = -4685870.775587
  nChanged 1520
		SP:Iteration 8Q (150040.680000 sec): 3 clusters
  Score: Raw -4689980.013253 + Penalty 3428.320341 = -4686551.692912
  nChanged 1245
		SP:Iteration 9Q (150041.070000 sec): 3 clusters
  Score: Raw -4690459.753302 + Penalty 3428.320341 = -4687031.432961
  nChanged 1046
		SP:Iteration 10Q (150041.460000 sec): 3 clusters
  Score: Raw -4690839.556790 + Penalty 3428.320341 = -4687411.236449
  nChanged 947
		SP:Iteration 11Q (150041.850000 sec): 3 clusters
  Score: Raw -4691180.103834 + Penalty 3428.320341 = -4687751.783494
  nChanged 943
		SP:Iteration 12Q (150042.240000 sec): 3 clusters
  Score: Raw -4691488.558186 + Penalty 3428.320341 = -4688060.237845
  nChanged 914
		SP:Iteration 13Q (150042.650000 sec): 3 clusters
  Score: Raw -4691776.603772 + Penalty 3428.320341 = -4688348.283432
  nChanged 903
		SP:Iteration 14Q (150043.030000 sec): 3 clusters
  Score: Raw -4692052.041143 + Penalty 3428.320341 = -4688623.720803
  nChanged 905
		SP:Iteration 15Q (150043.420000 sec): 3 clusters
  Score: Raw -4692331.888681 + Penalty 3428.320341 = -4688903.568341
  nChanged 950
		SP:Iteration 16Q (150043.830000 sec): 3 clusters
  Score: Raw -4692639.817900 + Penalty 3428.320341 = -4689211.497559
  nChanged 923
		SP:Iteration 17Q (150044.210000 sec): 3 clusters
  Score: Raw -4692933.133900 + Penalty 3428.320341 = -4689504.813559
  nChanged 900
		SP:Iteration 18Q (150044.610000 sec): 3 clusters
  Score: Raw -4693216.030788 + Penalty 3428.320341 = -4689787.710447
  nChanged 859
		SP:Iteration 19Q (150045.010000 sec): 3 clusters
  Score: Raw -4693499.951082 + Penalty 3428.320341 = -4690071.630742
  nChanged 784
		SP:Iteration 20F (150045.430000 sec): 3 clusters
  Score: Raw -4693745.052260 + Penalty 3428.320341 = -4690316.731919
  nChanged 730
		SP:Iteration 21Q (150045.810000 sec): 3 clusters
  Score: Raw -4693979.376411 + Penalty 3428.320341 = -4690551.056071
  nChanged 635
		SP:Iteration 22Q (150046.180000 sec): 3 clusters
  Score: Raw -4694162.950725 + Penalty 3428.320341 = -4690734.630384
  nChanged 528
		SP:Iteration 23Q (150046.580000 sec): 3 clusters
  Score: Raw -4694306.149282 + Penalty 3428.320341 = -4690877.828941
  nChanged 425
		SP:Iteration 24Q (150046.970000 sec): 3 clusters
  Score: Raw -4694420.632655 + Penalty 3428.320341 = -4690992.312314
  nChanged 391
		SP:Iteration 25Q (150047.360000 sec): 3 clusters
  Score: Raw -4694521.445981 + Penalty 3428.320341 = -4691093.125640
  nChanged 329
		SP:Iteration 26Q (150047.760000 sec): 3 clusters
  Score: Raw -4694604.920141 + Penalty 3428.320341 = -4691176.599800
  nChanged 293
		SP:Iteration 27Q (150048.150000 sec): 3 clusters
  Score: Raw -4694672.983539 + Penalty 3428.320341 = -4691244.663199
  nChanged 220
		SP:Iteration 28Q (150048.540000 sec): 3 clusters
  Score: Raw -4694718.794477 + Penalty 3428.320341 = -4691290.474136
  nChanged 185
		SP:Iteration 29Q (150048.930000 sec): 3 clusters
  Score: Raw -4694757.092794 + Penalty 3428.320341 = -4691328.772453
  nChanged 150
		SP:Iteration 30Q (150049.320000 sec): 3 clusters
  Score: Raw -4694783.653122 + Penalty 3428.320341 = -4691355.332782
  nChanged 129
		SP:Iteration 31Q (150049.710000 sec): 3 clusters
  Score: Raw -4694804.177897 + Penalty 3428.320341 = -4691375.857556
  nChanged 126
		SP:Iteration 32Q (150050.100000 sec): 3 clusters
  Score: Raw -4694825.013801 + Penalty 3428.320341 = -4691396.693460
  nChanged 109
		SP:Iteration 33Q (150050.490000 sec): 3 clusters
  Score: Raw -4694842.343858 + Penalty 3428.320341 = -4691414.023517
  nChanged 102
		SP:Iteration 34Q (150050.880000 sec): 3 clusters
  Score: Raw -4694859.056456 + Penalty 3428.320341 = -4691430.736115
  nChanged 94
		SP:Iteration 35Q (150051.270000 sec): 3 clusters
  Score: Raw -4694875.018120 + Penalty 3428.320341 = -4691446.697779
  nChanged 82
		SP:Iteration 36Q (150051.660000 sec): 3 clusters
  Score: Raw -4694886.798846 + Penalty 3428.320341 = -4691458.478505
  nChanged 72
		SP:Iteration 37Q (150052.050000 sec): 3 clusters
  Score: Raw -4694895.559585 + Penalty 3428.320341 = -4691467.239244
  nChanged 62
		SP:Iteration 38Q (150052.440000 sec): 3 clusters
  Score: Raw -4694903.394518 + Penalty 3428.320341 = -4691475.074177
  nChanged 56
		SP:Iteration 39Q (150052.830000 sec): 3 clusters
  Score: Raw -4694910.436785 + Penalty 3428.320341 = -4691482.116445
  nChanged 42
		SP:Iteration 40F (150053.260000 sec): 3 clusters
  Score: Raw -4694914.943658 + Penalty 3428.320341 = -4691486.623317
  nChanged 39
		SP:Iteration 41Q (150053.620000 sec): 3 clusters
  Score: Raw -4694918.841531 + Penalty 3428.320341 = -4691490.521190
  nChanged 33
		SP:Iteration 42Q (150054.000000 sec): 3 clusters
  Score: Raw -4694921.850982 + Penalty 3428.320341 = -4691493.530642
  nChanged 30
		SP:Iteration 43Q (150054.390000 sec): 3 clusters
  Score: Raw -4694925.173185 + Penalty 3428.320341 = -4691496.852844
  nChanged 32
		SP:Iteration 44Q (150054.780000 sec): 3 clusters
  Score: Raw -4694928.289214 + Penalty 3428.320341 = -4691499.968874
  nChanged 29
		SP:Iteration 45Q (150055.170000 sec): 3 clusters
  Score: Raw -4694931.424376 + Penalty 3428.320341 = -4691503.104036
  nChanged 28
		SP:Iteration 46Q (150055.560000 sec): 3 clusters
  Score: Raw -4694934.689771 + Penalty 3428.320341 = -4691506.369431
  nChanged 25
		SP:Iteration 47Q (150055.950000 sec): 3 clusters
  Score: Raw -4694936.761533 + Penalty 3428.320341 = -4691508.441192
  nChanged 22
		SP:Iteration 48Q (150056.340000 sec): 3 clusters
  Score: Raw -4694939.068602 + Penalty 3428.320341 = -4691510.748261
  nChanged 22
		SP:Iteration 49Q (150056.750000 sec): 3 clusters
  Score: Raw -4694941.499883 + Penalty 3428.320341 = -4691513.179542
  nChanged 20
		SP:Iteration 50Q (150057.140000 sec): 3 clusters
  Score: Raw -4694943.594236 + Penalty 3428.320341 = -4691515.273896
  nChanged 13
		SP:Iteration 51Q (150057.530000 sec): 3 clusters
  Score: Raw -4694944.852999 + Penalty 3428.320341 = -4691516.532658
  nChanged 16
		SP:Iteration 52Q (150057.920000 sec): 3 clusters
  Score: Raw -4694946.417185 + Penalty 3428.320341 = -4691518.096844
  nChanged 17
		SP:Iteration 53Q (150058.300000 sec): 3 clusters
  Score: Raw -4694947.916247 + Penalty 3428.320341 = -4691519.595906
  nChanged 12
		SP:Iteration 54Q (150058.700000 sec): 3 clusters
  Score: Raw -4694948.966014 + Penalty 3428.320341 = -4691520.645673
  nChanged 8
		SP:Iteration 55Q (150059.080000 sec): 3 clusters
  Score: Raw -4694949.563270 + Penalty 3428.320341 = -4691521.242929
  nChanged 5
		SP:Iteration 56Q (150059.470000 sec): 3 clusters
  Score: Raw -4694949.996941 + Penalty 3428.320341 = -4691521.676600
  nChanged 7
		SP:Iteration 57Q (150059.860000 sec): 3 clusters
  Score: Raw -4694950.639634 + Penalty 3428.320341 = -4691522.319294
  nChanged 6
		SP:Iteration 58Q (150060.240000 sec): 3 clusters
  Score: Raw -4694951.131682 + Penalty 3428.320341 = -4691522.811342
  nChanged 5
		SP:Iteration 59Q (150060.660000 sec): 3 clusters
  Score: Raw -4694951.458523 + Penalty 3428.320341 = -4691523.138182
  nChanged 4
		SP:Iteration 60F (150061.080000 sec): 3 clusters
  Score: Raw -4694951.764135 + Penalty 3428.320341 = -4691523.443795
  nChanged 3
		SP:Iteration 61Q (150061.470000 sec): 3 clusters
  Score: Raw -4694951.967967 + Penalty 3428.320341 = -4691523.647626
  nChanged 1
		SP:Iteration 62Q (150061.860000 sec): 3 clusters
  Score: Raw -4694952.016514 + Penalty 3428.320341 = -4691523.696173
  nChanged 0
		SP:Iteration 63F (150062.280000 sec): 3 clusters
  Score: Raw -4694952.016514 + Penalty 3428.320341 = -4691523.696173
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 5 (6527 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150062.360000 sec): 2 clusters
  Score: Raw -767762.037071 + Penalty 1427.351689 = -766334.685382
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150062.500000 sec): 3 clusters
  Score: Raw -764266.082249 + Penalty 2854.703377 = -761411.378872
  nChanged 2712
		SP:Iteration 1F (150062.610000 sec): 3 clusters
  Score: Raw -765837.797317 + Penalty 2854.703377 = -762983.093940
  nChanged 492
		SP:Iteration 2F (150062.720000 sec): 3 clusters
  Score: Raw -766179.898984 + Penalty 2854.703377 = -763325.195606
  nChanged 416
		SP:Iteration 3F (150062.830000 sec): 3 clusters
  Score: Raw -766479.686877 + Penalty 2854.703377 = -763624.983500
  nChanged 382
		SP:Iteration 4F (150062.940000 sec): 3 clusters
  Score: Raw -766759.506777 + Penalty 2854.703377 = -763904.803399
  nChanged 345
		SP:Iteration 5F (150063.040000 sec): 3 clusters
  Score: Raw -766964.849881 + Penalty 2854.703377 = -764110.146504
  nChanged 267
		SP:Iteration 6Q (150063.150000 sec): 3 clusters
  Score: Raw -767094.770708 + Penalty 2854.703377 = -764240.067331
  nChanged 212
		SP:Iteration 7Q (150063.260000 sec): 3 clusters
  Score: Raw -767185.401766 + Penalty 2854.703377 = -764330.698389
  nChanged 178
		SP:Iteration 8Q (150063.370000 sec): 3 clusters
  Score: Raw -767261.826597 + Penalty 2854.703377 = -764407.123220
  nChanged 172
		SP:Iteration 9Q (150063.470000 sec): 3 clusters
  Score: Raw -767336.285713 + Penalty 2854.703377 = -764481.582336
  nChanged 150
		SP:Iteration 10Q (150063.580000 sec): 3 clusters
  Score: Raw -767408.506347 + Penalty 2854.703377 = -764553.802970
  nChanged 139
		SP:Iteration 11Q (150063.690000 sec): 3 clusters
  Score: Raw -767460.252722 + Penalty 2854.703377 = -764605.549345
  nChanged 106
		SP:Iteration 12Q (150063.790000 sec): 3 clusters
  Score: Raw -767509.131250 + Penalty 2854.703377 = -764654.427873
  nChanged 109
		SP:Iteration 13Q (150063.900000 sec): 3 clusters
  Score: Raw -767559.067508 + Penalty 2854.703377 = -764704.364130
  nChanged 115
		SP:Iteration 14Q (150064.010000 sec): 3 clusters
  Score: Raw -767610.018639 + Penalty 2854.703377 = -764755.315262
  nChanged 101
		SP:Iteration 15Q (150064.110000 sec): 3 clusters
  Score: Raw -767649.325789 + Penalty 2854.703377 = -764794.622412
  nChanged 87
		SP:Iteration 16Q (150064.220000 sec): 3 clusters
  Score: Raw -767684.849823 + Penalty 2854.703377 = -764830.146446
  nChanged 81
		SP:Iteration 17Q (150064.320000 sec): 3 clusters
  Score: Raw -767713.578890 + Penalty 2854.703377 = -764858.875513
  nChanged 66
		SP:Iteration 18Q (150064.430000 sec): 3 clusters
  Score: Raw -767735.379911 + Penalty 2854.703377 = -764880.676534
  nChanged 58
		SP:Iteration 19Q (150064.540000 sec): 3 clusters
  Score: Raw -767751.898240 + Penalty 2854.703377 = -764897.194863
  nChanged 49
		SP:Iteration 20F (150064.650000 sec): 3 clusters
  Score: Raw -767770.582164 + Penalty 2854.703377 = -764915.878787
  nChanged 55
		SP:Iteration 21Q (150064.760000 sec): 3 clusters
  Score: Raw -767791.687361 + Penalty 2854.703377 = -764936.983984
  nChanged 50
		SP:Iteration 22Q (150064.870000 sec): 3 clusters
  Score: Raw -767807.827839 + Penalty 2854.703377 = -764953.124462
  nChanged 37
		SP:Iteration 23Q (150064.980000 sec): 3 clusters
  Score: Raw -767816.593776 + Penalty 2854.703377 = -764961.890399
  nChanged 35
		SP:Iteration 24Q (150065.080000 sec): 3 clusters
  Score: Raw -767824.438554 + Penalty 2854.703377 = -764969.735177
  nChanged 36
		SP:Iteration 25Q (150065.190000 sec): 3 clusters
  Score: Raw -767833.494669 + Penalty 2854.703377 = -764978.791292
  nChanged 25
		SP:Iteration 26Q (150065.290000 sec): 3 clusters
  Score: Raw -767838.571596 + Penalty 2854.703377 = -764983.868218
  nChanged 24
		SP:Iteration 27Q (150065.400000 sec): 3 clusters
  Score: Raw -767845.214843 + Penalty 2854.703377 = -764990.511466
  nChanged 30
		SP:Iteration 28Q (150065.510000 sec): 3 clusters
  Score: Raw -767855.516475 + Penalty 2854.703377 = -765000.813098
  nChanged 34
		SP:Iteration 29Q (150065.610000 sec): 3 clusters
  Score: Raw -767865.616540 + Penalty 2854.703377 = -765010.913163
  nChanged 37
		SP:Iteration 30Q (150065.720000 sec): 3 clusters
  Score: Raw -767876.624248 + Penalty 2854.703377 = -765021.920871
  nChanged 39
		SP:Iteration 31Q (150065.820000 sec): 3 clusters
  Score: Raw -767892.101495 + Penalty 2854.703377 = -765037.398118
  nChanged 47
		SP:Iteration 32Q (150065.930000 sec): 3 clusters
  Score: Raw -767908.779610 + Penalty 2854.703377 = -765054.076233
  nChanged 35
		SP:Iteration 33Q (150066.030000 sec): 3 clusters
  Score: Raw -767917.285102 + Penalty 2854.703377 = -765062.581725
  nChanged 30
		SP:Iteration 34Q (150066.140000 sec): 3 clusters
  Score: Raw -767924.227426 + Penalty 2854.703377 = -765069.524049
  nChanged 25
		SP:Iteration 35Q (150066.240000 sec): 3 clusters
  Score: Raw -767931.937834 + Penalty 2854.703377 = -765077.234457
  nChanged 38
		SP:Iteration 36Q (150066.340000 sec): 3 clusters
  Score: Raw -767947.882270 + Penalty 2854.703377 = -765093.178893
  nChanged 45
		SP:Iteration 37Q (150066.450000 sec): 3 clusters
  Score: Raw -767963.209244 + Penalty 2854.703377 = -765108.505867
  nChanged 28
		SP:Iteration 38Q (150066.560000 sec): 3 clusters
  Score: Raw -767971.976609 + Penalty 2854.703377 = -765117.273232
  nChanged 26
		SP:Iteration 39Q (150066.660000 sec): 3 clusters
  Score: Raw -767979.104572 + Penalty 2854.703377 = -765124.401195
  nChanged 22
		SP:Iteration 40F (150066.770000 sec): 3 clusters
  Score: Raw -767986.369395 + Penalty 2854.703377 = -765131.666018
  nChanged 26
		SP:Iteration 41Q (150066.880000 sec): 3 clusters
  Score: Raw -767993.085637 + Penalty 2854.703377 = -765138.382260
  nChanged 28
		SP:Iteration 42Q (150066.980000 sec): 3 clusters
  Score: Raw -767999.624623 + Penalty 2854.703377 = -765144.921246
  nChanged 18
		SP:Iteration 43Q (150067.080000 sec): 3 clusters
  Score: Raw -768003.758124 + Penalty 2854.703377 = -765149.054747
  nChanged 16
		SP:Iteration 44Q (150067.190000 sec): 3 clusters
  Score: Raw -768007.990336 + Penalty 2854.703377 = -765153.286959
  nChanged 14
		SP:Iteration 45Q (150067.290000 sec): 3 clusters
  Score: Raw -768011.163171 + Penalty 2854.703377 = -765156.459794
  nChanged 11
		SP:Iteration 46Q (150067.400000 sec): 3 clusters
  Score: Raw -768013.514816 + Penalty 2854.703377 = -765158.811439
  nChanged 9
		SP:Iteration 47Q (150067.520000 sec): 3 clusters
  Score: Raw -768014.895697 + Penalty 2854.703377 = -765160.192320
  nChanged 8
		SP:Iteration 48Q (150067.630000 sec): 3 clusters
  Score: Raw -768016.891289 + Penalty 2854.703377 = -765162.187912
  nChanged 11
		SP:Iteration 49Q (150067.730000 sec): 3 clusters
  Score: Raw -768019.152047 + Penalty 2854.703377 = -765164.448670
  nChanged 10
		SP:Iteration 50Q (150067.830000 sec): 3 clusters
  Score: Raw -768020.930696 + Penalty 2854.703377 = -765166.227319
  nChanged 10
		SP:Iteration 51Q (150067.940000 sec): 3 clusters
  Score: Raw -768022.467457 + Penalty 2854.703377 = -765167.764080
  nChanged 4
		SP:Iteration 52Q (150068.050000 sec): 3 clusters
  Score: Raw -768022.957551 + Penalty 2854.703377 = -765168.254174
  nChanged 2
		SP:Iteration 53Q (150068.150000 sec): 3 clusters
  Score: Raw -768023.400648 + Penalty 2854.703377 = -765168.697271
  nChanged 2
		SP:Iteration 54Q (150068.250000 sec): 3 clusters
  Score: Raw -768023.673267 + Penalty 2854.703377 = -765168.969890
  nChanged 3
		SP:Iteration 55Q (150068.360000 sec): 3 clusters
  Score: Raw -768024.948675 + Penalty 2854.703377 = -765170.245298
  nChanged 5
		SP:Iteration 56Q (150068.460000 sec): 3 clusters
  Score: Raw -768026.298069 + Penalty 2854.703377 = -765171.594692
  nChanged 5
		SP:Iteration 57Q (150068.570000 sec): 3 clusters
  Score: Raw -768027.439864 + Penalty 2854.703377 = -765172.736487
  nChanged 7
		SP:Iteration 58Q (150068.670000 sec): 3 clusters
  Score: Raw -768028.544175 + Penalty 2854.703377 = -765173.840798
  nChanged 3
		SP:Iteration 59Q (150068.770000 sec): 3 clusters
  Score: Raw -768029.594710 + Penalty 2854.703377 = -765174.891333
  nChanged 6
		SP:Iteration 60F (150068.880000 sec): 3 clusters
  Score: Raw -768031.752519 + Penalty 2854.703377 = -765177.049142
  nChanged 7
		SP:Iteration 61Q (150068.990000 sec): 3 clusters
  Score: Raw -768033.540181 + Penalty 2854.703377 = -765178.836804
  nChanged 6
		SP:Iteration 62Q (150069.090000 sec): 3 clusters
  Score: Raw -768035.813957 + Penalty 2854.703377 = -765181.110580
  nChanged 12
		SP:Iteration 63Q (150069.190000 sec): 3 clusters
  Score: Raw -768038.978450 + Penalty 2854.703377 = -765184.275073
  nChanged 9
		SP:Iteration 64Q (150069.300000 sec): 3 clusters
  Score: Raw -768041.199745 + Penalty 2854.703377 = -765186.496368
  nChanged 5
		SP:Iteration 65Q (150069.400000 sec): 3 clusters
  Score: Raw -768042.573244 + Penalty 2854.703377 = -765187.869867
  nChanged 6
		SP:Iteration 66Q (150069.510000 sec): 3 clusters
  Score: Raw -768044.322193 + Penalty 2854.703377 = -765189.618816
  nChanged 8
		SP:Iteration 67Q (150069.610000 sec): 3 clusters
  Score: Raw -768045.380475 + Penalty 2854.703377 = -765190.677097
  nChanged 6
		SP:Iteration 68Q (150069.710000 sec): 3 clusters
  Score: Raw -768046.693326 + Penalty 2854.703377 = -765191.989949
  nChanged 8
		SP:Iteration 69Q (150069.820000 sec): 3 clusters
  Score: Raw -768047.965072 + Penalty 2854.703377 = -765193.261695
  nChanged 9
		SP:Iteration 70Q (150069.920000 sec): 3 clusters
  Score: Raw -768050.116010 + Penalty 2854.703377 = -765195.412633
  nChanged 9
		SP:Iteration 71Q (150070.030000 sec): 3 clusters
  Score: Raw -768052.648507 + Penalty 2854.703377 = -765197.945130
  nChanged 16
		SP:Iteration 72Q (150070.130000 sec): 3 clusters
  Score: Raw -768058.054569 + Penalty 2854.703377 = -765203.351192
  nChanged 16
		SP:Iteration 73Q (150070.230000 sec): 3 clusters
  Score: Raw -768063.830128 + Penalty 2854.703377 = -765209.126751
  nChanged 19
		SP:Iteration 74Q (150070.330000 sec): 3 clusters
  Score: Raw -768069.887963 + Penalty 2854.703377 = -765215.184586
  nChanged 16
		SP:Iteration 75Q (150070.430000 sec): 3 clusters
  Score: Raw -768074.968595 + Penalty 2854.703377 = -765220.265218
  nChanged 15
		SP:Iteration 76Q (150070.540000 sec): 3 clusters
  Score: Raw -768080.852795 + Penalty 2854.703377 = -765226.149418
  nChanged 19
		SP:Iteration 77Q (150070.650000 sec): 3 clusters
  Score: Raw -768087.150901 + Penalty 2854.703377 = -765232.447524
  nChanged 21
		SP:Iteration 78Q (150070.760000 sec): 3 clusters
  Score: Raw -768097.123705 + Penalty 2854.703377 = -765242.420328
  nChanged 28
		SP:Iteration 79Q (150070.870000 sec): 3 clusters
  Score: Raw -768113.763944 + Penalty 2854.703377 = -765259.060567
  nChanged 37
		SP:Iteration 80F (150070.980000 sec): 3 clusters
  Score: Raw -768136.757971 + Penalty 2854.703377 = -765282.054594
  nChanged 42
		SP:Iteration 81Q (150071.080000 sec): 3 clusters
  Score: Raw -768165.516645 + Penalty 2854.703377 = -765310.813268
  nChanged 43
		SP:Iteration 82Q (150071.180000 sec): 3 clusters
  Score: Raw -768189.313870 + Penalty 2854.703377 = -765334.610493
  nChanged 43
		SP:Iteration 83Q (150071.280000 sec): 3 clusters
  Score: Raw -768208.891568 + Penalty 2854.703377 = -765354.188191
  nChanged 49
		SP:Iteration 84Q (150071.380000 sec): 3 clusters
  Score: Raw -768232.701789 + Penalty 2854.703377 = -765377.998412
  nChanged 49
		SP:Iteration 85Q (150071.480000 sec): 3 clusters
  Score: Raw -768261.439464 + Penalty 2854.703377 = -765406.736087
  nChanged 62
		SP:Iteration 86Q (150071.590000 sec): 3 clusters
  Score: Raw -768291.995226 + Penalty 2854.703377 = -765437.291849
  nChanged 63
		SP:Iteration 87Q (150071.690000 sec): 3 clusters
  Score: Raw -768323.132500 + Penalty 2854.703377 = -765468.429122
  nChanged 73
		SP:Iteration 88Q (150071.790000 sec): 3 clusters
  Score: Raw -768367.455620 + Penalty 2854.703377 = -765512.752243
  nChanged 76
		SP:Iteration 89Q (150071.900000 sec): 3 clusters
  Score: Raw -768423.050655 + Penalty 2854.703377 = -765568.347278
  nChanged 84
		SP:Iteration 90Q (150072.000000 sec): 3 clusters
  Score: Raw -768472.073529 + Penalty 2854.703377 = -765617.370152
  nChanged 74
		SP:Iteration 91Q (150072.100000 sec): 3 clusters
  Score: Raw -768524.499321 + Penalty 2854.703377 = -765669.795944
  nChanged 72
		SP:Iteration 92Q (150072.200000 sec): 3 clusters
  Score: Raw -768569.540703 + Penalty 2854.703377 = -765714.837326
  nChanged 68
		SP:Iteration 93Q (150072.300000 sec): 3 clusters
  Score: Raw -768597.747503 + Penalty 2854.703377 = -765743.044126
  nChanged 46
		SP:Iteration 94Q (150072.410000 sec): 3 clusters
  Score: Raw -768612.353305 + Penalty 2854.703377 = -765757.649928
  nChanged 30
		SP:Iteration 95Q (150072.510000 sec): 3 clusters
  Score: Raw -768621.354542 + Penalty 2854.703377 = -765766.651165
  nChanged 20
		SP:Iteration 96Q (150072.610000 sec): 3 clusters
  Score: Raw -768627.035132 + Penalty 2854.703377 = -765772.331755
  nChanged 12
		SP:Iteration 97Q (150072.720000 sec): 3 clusters
  Score: Raw -768629.815945 + Penalty 2854.703377 = -765775.112568
  nChanged 10
		SP:Iteration 98Q (150072.820000 sec): 3 clusters
  Score: Raw -768633.243283 + Penalty 2854.703377 = -765778.539906
  nChanged 7
		SP:Iteration 99Q (150072.920000 sec): 3 clusters
  Score: Raw -768634.842728 + Penalty 2854.703377 = -765780.139351
  nChanged 5
		SP:Iteration 100F (150073.030000 sec): 3 clusters
  Score: Raw -768639.978060 + Penalty 2854.703377 = -765785.274683
  nChanged 9
		SP:Iteration 101Q (150073.130000 sec): 3 clusters
  Score: Raw -768642.766750 + Penalty 2854.703377 = -765788.063372
  nChanged 9
		SP:Iteration 102Q (150073.230000 sec): 3 clusters
  Score: Raw -768644.477664 + Penalty 2854.703377 = -765789.774287
  nChanged 7
		SP:Iteration 103Q (150073.330000 sec): 3 clusters
  Score: Raw -768646.089631 + Penalty 2854.703377 = -765791.386254
  nChanged 4
		SP:Iteration 104Q (150073.440000 sec): 3 clusters
  Score: Raw -768646.964102 + Penalty 2854.703377 = -765792.260725
  nChanged 3
		SP:Iteration 105Q (150073.540000 sec): 3 clusters
  Score: Raw -768647.742665 + Penalty 2854.703377 = -765793.039288
  nChanged 2
		SP:Iteration 106Q (150073.650000 sec): 3 clusters
  Score: Raw -768648.098415 + Penalty 2854.703377 = -765793.395038
  nChanged 1
		SP:Iteration 107Q (150073.750000 sec): 3 clusters
  Score: Raw -768648.157517 + Penalty 2854.703377 = -765793.454140
  nChanged 1
		SP:Iteration 108Q (150073.850000 sec): 3 clusters
  Score: Raw -768648.275112 + Penalty 2854.703377 = -765793.571735
  nChanged 2
		SP:Iteration 109Q (150073.950000 sec): 3 clusters
  Score: Raw -768648.544017 + Penalty 2854.703377 = -765793.840640
  nChanged 0
		SP:Iteration 110F (150074.060000 sec): 3 clusters
  Score: Raw -768648.544017 + Penalty 2854.703377 = -765793.840640
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 6 (2663 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150074.130000 sec): 2 clusters
  Score: Raw -298448.246421 + Penalty 1281.671395 = -297166.575026
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150074.180000 sec): 3 clusters
  Score: Raw -297264.095924 + Penalty 2563.342790 = -294700.753133
  nChanged 977
		SP:Iteration 1F (150074.230000 sec): 3 clusters
  Score: Raw -297864.609375 + Penalty 2563.342790 = -295301.266584
  nChanged 213
		SP:Iteration 2F (150074.280000 sec): 3 clusters
  Score: Raw -298012.520428 + Penalty 2563.342790 = -295449.177638
  nChanged 146
		SP:Iteration 3F (150074.340000 sec): 3 clusters
  Score: Raw -298101.055590 + Penalty 2563.342790 = -295537.712800
  nChanged 106
		SP:Iteration 4Q (150074.390000 sec): 3 clusters
  Score: Raw -298175.300251 + Penalty 2563.342790 = -295611.957460
  nChanged 103
		SP:Iteration 5Q (150074.440000 sec): 3 clusters
  Score: Raw -298250.475998 + Penalty 2563.342790 = -295687.133208
  nChanged 100
		SP:Iteration 6Q (150074.480000 sec): 3 clusters
  Score: Raw -298324.512271 + Penalty 2563.342790 = -295761.169480
  nChanged 105
		SP:Iteration 7Q (150074.540000 sec): 3 clusters
  Score: Raw -298409.983019 + Penalty 2563.342790 = -295846.640228
  nChanged 102
		SP:Iteration 8Q (150074.580000 sec): 3 clusters
  Score: Raw -298494.347532 + Penalty 2563.342790 = -295931.004741
  nChanged 96
		SP:Iteration 9Q (150074.630000 sec): 3 clusters
  Score: Raw -298564.451663 + Penalty 2563.342790 = -296001.108873
  nChanged 67
		SP:Iteration 10Q (150074.680000 sec): 3 clusters
  Score: Raw -298622.836559 + Penalty 2563.342790 = -296059.493769
  nChanged 68
		SP:Iteration 11Q (150074.730000 sec): 3 clusters
  Score: Raw -298672.162886 + Penalty 2563.342790 = -296108.820096
  nChanged 45
		SP:Iteration 12Q (150074.780000 sec): 3 clusters
  Score: Raw -298705.074292 + Penalty 2563.342790 = -296141.731501
  nChanged 39
		SP:Iteration 13Q (150074.820000 sec): 3 clusters
  Score: Raw -298733.788037 + Penalty 2563.342790 = -296170.445246
  nChanged 35
		SP:Iteration 14Q (150074.870000 sec): 3 clusters
  Score: Raw -298752.088684 + Penalty 2563.342790 = -296188.745894
  nChanged 24
		SP:Iteration 15Q (150074.920000 sec): 3 clusters
  Score: Raw -298763.947069 + Penalty 2563.342790 = -296200.604278
  nChanged 19
		SP:Iteration 16Q (150074.970000 sec): 3 clusters
  Score: Raw -298777.068223 + Penalty 2563.342790 = -296213.725433
  nChanged 20
		SP:Iteration 17Q (150075.020000 sec): 3 clusters
  Score: Raw -298790.259425 + Penalty 2563.342790 = -296226.916635
  nChanged 12
		SP:Iteration 18Q (150075.060000 sec): 3 clusters
  Score: Raw -298796.959310 + Penalty 2563.342790 = -296233.616519
  nChanged 8
		SP:Iteration 19Q (150075.110000 sec): 3 clusters
  Score: Raw -298800.904098 + Penalty 2563.342790 = -296237.561308
  nChanged 5
		SP:Iteration 20F (150075.160000 sec): 3 clusters
  Score: Raw -298803.871537 + Penalty 2563.342790 = -296240.528747
  nChanged 6
		SP:Iteration 21Q (150075.210000 sec): 3 clusters
  Score: Raw -298807.081289 + Penalty 2563.342790 = -296243.738498
  nChanged 7
		SP:Iteration 22Q (150075.260000 sec): 3 clusters
  Score: Raw -298809.295805 + Penalty 2563.342790 = -296245.953015
  nChanged 5
		SP:Iteration 23Q (150075.300000 sec): 3 clusters
  Score: Raw -298812.818964 + Penalty 2563.342790 = -296249.476173
  nChanged 8
		SP:Iteration 24Q (150075.350000 sec): 3 clusters
  Score: Raw -298817.888427 + Penalty 2563.342790 = -296254.545636
  nChanged 8
		SP:Iteration 25Q (150075.400000 sec): 3 clusters
  Score: Raw -298824.403311 + Penalty 2563.342790 = -296261.060520
  nChanged 6
		SP:Iteration 26Q (150075.440000 sec): 3 clusters
  Score: Raw -298827.681371 + Penalty 2563.342790 = -296264.338581
  nChanged 2
		SP:Iteration 27Q (150075.490000 sec): 3 clusters
  Score: Raw -298828.662259 + Penalty 2563.342790 = -296265.319468
  nChanged 4
		SP:Iteration 28Q (150075.540000 sec): 3 clusters
  Score: Raw -298831.005587 + Penalty 2563.342790 = -296267.662797
  nChanged 3
		SP:Iteration 29Q (150075.590000 sec): 3 clusters
  Score: Raw -298832.625742 + Penalty 2563.342790 = -296269.282952
  nChanged 1
		SP:Iteration 30Q (150075.640000 sec): 3 clusters
  Score: Raw -298833.244871 + Penalty 2563.342790 = -296269.902080
  nChanged 1
		SP:Iteration 31Q (150075.690000 sec): 3 clusters
  Score: Raw -298833.924161 + Penalty 2563.342790 = -296270.581371
  nChanged 4
		SP:Iteration 32Q (150075.740000 sec): 3 clusters
  Score: Raw -298835.179369 + Penalty 2563.342790 = -296271.836579
  nChanged 0
		SP:Iteration 33F (150075.780000 sec): 3 clusters
  Score: Raw -298835.179369 + Penalty 2563.342790 = -296271.836579
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 7 (119 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150075.830000 sec): 2 clusters
  Score: Raw -12254.232345 + Penalty 776.607568 = -11477.624778
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150075.840000 sec): 3 clusters
  Score: Raw -12430.945652 + Penalty 1553.215135 = -10877.730517
  nChanged 7
		SP:Iteration 1F (150075.840000 sec): 3 clusters
  Score: Raw -12453.409682 + Penalty 1553.215135 = -10900.194546
  nChanged 2
		SP:Iteration 2Q (150075.840000 sec): 3 clusters
  Score: Raw -12460.749442 + Penalty 1553.215135 = -10907.534307
  nChanged 1
		SP:Iteration 3Q (150075.850000 sec): 3 clusters
  Score: Raw -12464.174408 + Penalty 1553.215135 = -10910.959272
  nChanged 0
		SP:Iteration 4F (150075.850000 sec): 3 clusters
  Score: Raw -12464.174408 + Penalty 1553.215135 = -10910.959272
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 8 (300 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150075.900000 sec): 2 clusters
  Score: Raw -31272.591121 + Penalty 926.864652 = -30345.726469
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150075.900000 sec): 3 clusters
  Score: Raw -31315.463468 + Penalty 1853.729304 = -29461.734164
  nChanged 68
		SP:Iteration 1F (150075.910000 sec): 3 clusters
  Score: Raw -31448.445422 + Penalty 1853.729304 = -29594.716118
  nChanged 12
		SP:Iteration 2Q (150075.920000 sec): 3 clusters
  Score: Raw -31495.451662 + Penalty 1853.729304 = -29641.722357
  nChanged 3
		SP:Iteration 3Q (150075.920000 sec): 3 clusters
  Score: Raw -31500.027284 + Penalty 1853.729304 = -29646.297980
  nChanged 1
		SP:Iteration 4Q (150075.930000 sec): 3 clusters
  Score: Raw -31503.657355 + Penalty 1853.729304 = -29649.928051
  nChanged 1
		SP:Iteration 5Q (150075.940000 sec): 3 clusters
  Score: Raw -31507.853754 + Penalty 1853.729304 = -29654.124449
  nChanged 1
		SP:Iteration 6Q (150075.940000 sec): 3 clusters
  Score: Raw -31511.330454 + Penalty 1853.729304 = -29657.601150
  nChanged 1
		SP:Iteration 7Q (150075.950000 sec): 3 clusters
  Score: Raw -31515.129240 + Penalty 1853.729304 = -29661.399936
  nChanged 1
		SP:Iteration 8Q (150075.960000 sec): 3 clusters
  Score: Raw -31517.965273 + Penalty 1853.729304 = -29664.235969
  nChanged 1
		SP:Iteration 9Q (150075.960000 sec): 3 clusters
  Score: Raw -31523.454821 + Penalty 1853.729304 = -29669.725516
  nChanged 2
		SP:Iteration 10Q (150075.970000 sec): 3 clusters
  Score: Raw -31527.849063 + Penalty 1853.729304 = -29674.119759
  nChanged 1
		SP:Iteration 11Q (150075.980000 sec): 3 clusters
  Score: Raw -31531.764831 + Penalty 1853.729304 = -29678.035527
  nChanged 2
		SP:Iteration 12Q (150075.980000 sec): 3 clusters
  Score: Raw -31540.385827 + Penalty 1853.729304 = -29686.656523
  nChanged 2
		SP:Iteration 13Q (150075.990000 sec): 3 clusters
  Score: Raw -31545.227586 + Penalty 1853.729304 = -29691.498282
  nChanged 1
		SP:Iteration 14Q (150076.000000 sec): 3 clusters
  Score: Raw -31546.662535 + Penalty 1853.729304 = -29692.933230
  nChanged 1
		SP:Iteration 15Q (150076.000000 sec): 3 clusters
  Score: Raw -31551.571109 + Penalty 1853.729304 = -29697.841805
  nChanged 0
		SP:Iteration 16F (150076.010000 sec): 3 clusters
  Score: Raw -31551.571109 + Penalty 1853.729304 = -29697.841805
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 9 (8843 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150076.150000 sec): 2 clusters
  Score: Raw -1126947.872225 + Penalty 1476.699488 = -1125471.172737
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150076.300000 sec): 3 clusters
  Score: Raw -1121983.996742 + Penalty 2953.398976 = -1119030.597766
  nChanged 3839
		SP:Iteration 1F (150076.430000 sec): 3 clusters
  Score: Raw -1124317.484270 + Penalty 2953.398976 = -1121364.085294
  nChanged 664
		SP:Iteration 2F (150076.570000 sec): 3 clusters
  Score: Raw -1124713.833216 + Penalty 2953.398976 = -1121760.434240
  nChanged 555
		SP:Iteration 3F (150076.710000 sec): 3 clusters
  Score: Raw -1125007.610079 + Penalty 2953.398976 = -1122054.211103
  nChanged 447
		SP:Iteration 4F (150076.850000 sec): 3 clusters
  Score: Raw -1125232.628586 + Penalty 2953.398976 = -1122279.229610
  nChanged 380
		SP:Iteration 5Q (150076.990000 sec): 3 clusters
  Score: Raw -1125405.825556 + Penalty 2953.398976 = -1122452.426580
  nChanged 310
		SP:Iteration 6Q (150077.120000 sec): 3 clusters
  Score: Raw -1125545.875230 + Penalty 2953.398976 = -1122592.476254
  nChanged 268
		SP:Iteration 7Q (150077.260000 sec): 3 clusters
  Score: Raw -1125663.079772 + Penalty 2953.398976 = -1122709.680796
  nChanged 244
		SP:Iteration 8Q (150077.400000 sec): 3 clusters
  Score: Raw -1125781.547056 + Penalty 2953.398976 = -1122828.148080
  nChanged 228
		SP:Iteration 9Q (150077.540000 sec): 3 clusters
  Score: Raw -1125900.751982 + Penalty 2953.398976 = -1122947.353006
  nChanged 225
		SP:Iteration 10Q (150077.690000 sec): 3 clusters
  Score: Raw -1126029.200854 + Penalty 2953.398976 = -1123075.801878
  nChanged 239
		SP:Iteration 11Q (150077.820000 sec): 3 clusters
  Score: Raw -1126173.231930 + Penalty 2953.398976 = -1123219.832954
  nChanged 232
		SP:Iteration 12Q (150077.950000 sec): 3 clusters
  Score: Raw -1126334.982853 + Penalty 2953.398976 = -1123381.583877
  nChanged 225
		SP:Iteration 13Q (150078.090000 sec): 3 clusters
  Score: Raw -1126495.577275 + Penalty 2953.398976 = -1123542.178299
  nChanged 186
		SP:Iteration 14Q (150078.240000 sec): 3 clusters
  Score: Raw -1126627.188238 + Penalty 2953.398976 = -1123673.789262
  nChanged 131
		SP:Iteration 15Q (150078.380000 sec): 3 clusters
  Score: Raw -1126718.203384 + Penalty 2953.398976 = -1123764.804408
  nChanged 108
		SP:Iteration 16Q (150078.520000 sec): 3 clusters
  Score: Raw -1126804.857802 + Penalty 2953.398976 = -1123851.458826
  nChanged 76
		SP:Iteration 17Q (150078.650000 sec): 3 clusters
  Score: Raw -1126869.454693 + Penalty 2953.398976 = -1123916.055717
  nChanged 63
		SP:Iteration 18Q (150078.780000 sec): 3 clusters
  Score: Raw -1126918.674291 + Penalty 2953.398976 = -1123965.275315
  nChanged 53
		SP:Iteration 19Q (150078.900000 sec): 3 clusters
  Score: Raw -1126970.067654 + Penalty 2953.398976 = -1124016.668678
  nChanged 31
		SP:Iteration 20F (150079.040000 sec): 3 clusters
  Score: Raw -1126997.503776 + Penalty 2953.398976 = -1124044.104800
  nChanged 26
		SP:Iteration 21Q (150079.180000 sec): 3 clusters
  Score: Raw -1127020.117091 + Penalty 2953.398976 = -1124066.718115
  nChanged 20
		SP:Iteration 22Q (150079.310000 sec): 3 clusters
  Score: Raw -1127039.988996 + Penalty 2953.398976 = -1124086.590020
  nChanged 20
		SP:Iteration 23Q (150079.450000 sec): 3 clusters
  Score: Raw -1127061.269531 + Penalty 2953.398976 = -1124107.870555
  nChanged 14
		SP:Iteration 24Q (150079.580000 sec): 3 clusters
  Score: Raw -1127073.529503 + Penalty 2953.398976 = -1124120.130527
  nChanged 8
		SP:Iteration 25Q (150079.710000 sec): 3 clusters
  Score: Raw -1127083.834222 + Penalty 2953.398976 = -1124130.435246
  nChanged 6
		SP:Iteration 26Q (150079.840000 sec): 3 clusters
  Score: Raw -1127095.211260 + Penalty 2953.398976 = -1124141.812284
  nChanged 8
		SP:Iteration 27Q (150079.960000 sec): 3 clusters
  Score: Raw -1127104.236758 + Penalty 2953.398976 = -1124150.837782
  nChanged 4
		SP:Iteration 28Q (150080.090000 sec): 3 clusters
  Score: Raw -1127107.588785 + Penalty 2953.398976 = -1124154.189809
  nChanged 2
		SP:Iteration 29Q (150080.240000 sec): 3 clusters
  Score: Raw -1127109.319520 + Penalty 2953.398976 = -1124155.920544
  nChanged 1
		SP:Iteration 30Q (150080.380000 sec): 3 clusters
  Score: Raw -1127110.156979 + Penalty 2953.398976 = -1124156.758003
  nChanged 2
		SP:Iteration 31Q (150080.520000 sec): 3 clusters
  Score: Raw -1127112.745456 + Penalty 2953.398976 = -1124159.346480
  nChanged 5
		SP:Iteration 32Q (150080.660000 sec): 3 clusters
  Score: Raw -1127118.430660 + Penalty 2953.398976 = -1124165.031684
  nChanged 5
		SP:Iteration 33Q (150080.800000 sec): 3 clusters
  Score: Raw -1127124.118397 + Penalty 2953.398976 = -1124170.719421
  nChanged 4
		SP:Iteration 34Q (150080.920000 sec): 3 clusters
  Score: Raw -1127128.313219 + Penalty 2953.398976 = -1124174.914243
  nChanged 4
		SP:Iteration 35Q (150081.040000 sec): 3 clusters
  Score: Raw -1127134.097685 + Penalty 2953.398976 = -1124180.698709
  nChanged 4
		SP:Iteration 36Q (150081.170000 sec): 3 clusters
  Score: Raw -1127137.663218 + Penalty 2953.398976 = -1124184.264242
  nChanged 1
		SP:Iteration 37Q (150081.300000 sec): 3 clusters
  Score: Raw -1127139.629677 + Penalty 2953.398976 = -1124186.230701
  nChanged 2
		SP:Iteration 38Q (150081.430000 sec): 3 clusters
  Score: Raw -1127142.999506 + Penalty 2953.398976 = -1124189.600530
  nChanged 3
		SP:Iteration 39Q (150081.560000 sec): 3 clusters
  Score: Raw -1127148.342460 + Penalty 2953.398976 = -1124194.943484
  nChanged 6
		SP:Iteration 40F (150081.700000 sec): 3 clusters
  Score: Raw -1127155.275701 + Penalty 2953.398976 = -1124201.876725
  nChanged 2
		SP:Iteration 41Q (150081.830000 sec): 3 clusters
  Score: Raw -1127156.730943 + Penalty 2953.398976 = -1124203.331967
  nChanged 1
		SP:Iteration 42Q (150081.960000 sec): 3 clusters
  Score: Raw -1127157.510175 + Penalty 2953.398976 = -1124204.111199
  nChanged 1
		SP:Iteration 43Q (150082.090000 sec): 3 clusters
  Score: Raw -1127158.151060 + Penalty 2953.398976 = -1124204.752084
  nChanged 0
		SP:Iteration 44F (150082.220000 sec): 3 clusters
  Score: Raw -1127158.151060 + Penalty 2953.398976 = -1124204.752084
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 10 (4720 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150082.300000 sec): 2 clusters
  Score: Raw -530482.428556 + Penalty 1374.679163 = -529107.749394
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150082.420000 sec): 3 clusters
  Score: Raw -528096.024121 + Penalty 2749.358326 = -525346.665796
  nChanged 1907
		SP:Iteration 1F (150082.500000 sec): 3 clusters
  Score: Raw -529249.572046 + Penalty 2749.358326 = -526500.213721
  nChanged 415
		SP:Iteration 2F (150082.590000 sec): 3 clusters
  Score: Raw -529572.900702 + Penalty 2749.358326 = -526823.542377
  nChanged 352
		SP:Iteration 3F (150082.670000 sec): 3 clusters
  Score: Raw -529819.734588 + Penalty 2749.358326 = -527070.376262
  nChanged 271
		SP:Iteration 4F (150082.760000 sec): 3 clusters
  Score: Raw -529985.731286 + Penalty 2749.358326 = -527236.372960
  nChanged 215
		SP:Iteration 5Q (150082.840000 sec): 3 clusters
  Score: Raw -530102.001245 + Penalty 2749.358326 = -527352.642919
  nChanged 147
		SP:Iteration 6Q (150082.920000 sec): 3 clusters
  Score: Raw -530183.908899 + Penalty 2749.358326 = -527434.550573
  nChanged 125
		SP:Iteration 7Q (150083.010000 sec): 3 clusters
  Score: Raw -530251.460187 + Penalty 2749.358326 = -527502.101861
  nChanged 115
		SP:Iteration 8Q (150083.090000 sec): 3 clusters
  Score: Raw -530313.427390 + Penalty 2749.358326 = -527564.069064
  nChanged 96
		SP:Iteration 9Q (150083.180000 sec): 3 clusters
  Score: Raw -530362.140229 + Penalty 2749.358326 = -527612.781904
  nChanged 85
		SP:Iteration 10Q (150083.260000 sec): 3 clusters
  Score: Raw -530404.950563 + Penalty 2749.358326 = -527655.592238
  nChanged 65
		SP:Iteration 11Q (150083.340000 sec): 3 clusters
  Score: Raw -530437.844449 + Penalty 2749.358326 = -527688.486123
  nChanged 57
		SP:Iteration 12Q (150083.430000 sec): 3 clusters
  Score: Raw -530462.698717 + Penalty 2749.358326 = -527713.340392
  nChanged 41
		SP:Iteration 13Q (150083.510000 sec): 3 clusters
  Score: Raw -530477.228541 + Penalty 2749.358326 = -527727.870216
  nChanged 36
		SP:Iteration 14Q (150083.600000 sec): 3 clusters
  Score: Raw -530492.701462 + Penalty 2749.358326 = -527743.343136
  nChanged 32
		SP:Iteration 15Q (150083.680000 sec): 3 clusters
  Score: Raw -530507.727970 + Penalty 2749.358326 = -527758.369644
  nChanged 32
		SP:Iteration 16Q (150083.770000 sec): 3 clusters
  Score: Raw -530518.919150 + Penalty 2749.358326 = -527769.560824
  nChanged 32
		SP:Iteration 17Q (150083.850000 sec): 3 clusters
  Score: Raw -530534.293914 + Penalty 2749.358326 = -527784.935588
  nChanged 34
		SP:Iteration 18Q (150083.940000 sec): 3 clusters
  Score: Raw -530552.602289 + Penalty 2749.358326 = -527803.243964
  nChanged 41
		SP:Iteration 19Q (150084.020000 sec): 3 clusters
  Score: Raw -530575.583119 + Penalty 2749.358326 = -527826.224794
  nChanged 43
		SP:Iteration 20F (150084.100000 sec): 3 clusters
  Score: Raw -530595.847466 + Penalty 2749.358326 = -527846.489141
  nChanged 28
		SP:Iteration 21Q (150084.190000 sec): 3 clusters
  Score: Raw -530610.530252 + Penalty 2749.358326 = -527861.171927
  nChanged 30
		SP:Iteration 22Q (150084.270000 sec): 3 clusters
  Score: Raw -530625.616375 + Penalty 2749.358326 = -527876.258050
  nChanged 23
		SP:Iteration 23Q (150084.350000 sec): 3 clusters
  Score: Raw -530636.465252 + Penalty 2749.358326 = -527887.106926
  nChanged 26
		SP:Iteration 24Q (150084.440000 sec): 3 clusters
  Score: Raw -530646.791677 + Penalty 2749.358326 = -527897.433352
  nChanged 25
		SP:Iteration 25Q (150084.520000 sec): 3 clusters
  Score: Raw -530660.057424 + Penalty 2749.358326 = -527910.699099
  nChanged 26
		SP:Iteration 26Q (150084.600000 sec): 3 clusters
  Score: Raw -530676.616970 + Penalty 2749.358326 = -527927.258645
  nChanged 28
		SP:Iteration 27Q (150084.690000 sec): 3 clusters
  Score: Raw -530690.291438 + Penalty 2749.358326 = -527940.933112
  nChanged 23
		SP:Iteration 28Q (150084.770000 sec): 3 clusters
  Score: Raw -530700.912815 + Penalty 2749.358326 = -527951.554489
  nChanged 19
		SP:Iteration 29Q (150084.850000 sec): 3 clusters
  Score: Raw -530711.061462 + Penalty 2749.358326 = -527961.703137
  nChanged 20
		SP:Iteration 30Q (150084.940000 sec): 3 clusters
  Score: Raw -530721.197493 + Penalty 2749.358326 = -527971.839168
  nChanged 17
		SP:Iteration 31Q (150085.020000 sec): 3 clusters
  Score: Raw -530729.973584 + Penalty 2749.358326 = -527980.615259
  nChanged 15
		SP:Iteration 32Q (150085.100000 sec): 3 clusters
  Score: Raw -530736.657994 + Penalty 2749.358326 = -527987.299668
  nChanged 12
		SP:Iteration 33Q (150085.180000 sec): 3 clusters
  Score: Raw -530741.862245 + Penalty 2749.358326 = -527992.503919
  nChanged 12
		SP:Iteration 34Q (150085.260000 sec): 3 clusters
  Score: Raw -530747.591424 + Penalty 2749.358326 = -527998.233099
  nChanged 9
		SP:Iteration 35Q (150085.350000 sec): 3 clusters
  Score: Raw -530752.914864 + Penalty 2749.358326 = -528003.556538
  nChanged 6
		SP:Iteration 36Q (150085.430000 sec): 3 clusters
  Score: Raw -530756.860183 + Penalty 2749.358326 = -528007.501857
  nChanged 9
		SP:Iteration 37Q (150085.510000 sec): 3 clusters
  Score: Raw -530761.558017 + Penalty 2749.358326 = -528012.199692
  nChanged 9
		SP:Iteration 38Q (150085.590000 sec): 3 clusters
  Score: Raw -530765.391796 + Penalty 2749.358326 = -528016.033470
  nChanged 6
		SP:Iteration 39Q (150085.670000 sec): 3 clusters
  Score: Raw -530767.896276 + Penalty 2749.358326 = -528018.537950
  nChanged 2
		SP:Iteration 40F (150085.760000 sec): 3 clusters
  Score: Raw -530769.070870 + Penalty 2749.358326 = -528019.712544
  nChanged 3
		SP:Iteration 41Q (150085.840000 sec): 3 clusters
  Score: Raw -530771.123794 + Penalty 2749.358326 = -528021.765469
  nChanged 5
		SP:Iteration 42Q (150085.920000 sec): 3 clusters
  Score: Raw -530774.606328 + Penalty 2749.358326 = -528025.248002
  nChanged 8
		SP:Iteration 43Q (150086.000000 sec): 3 clusters
  Score: Raw -530778.680829 + Penalty 2749.358326 = -528029.322504
  nChanged 8
		SP:Iteration 44Q (150086.080000 sec): 3 clusters
  Score: Raw -530783.896436 + Penalty 2749.358326 = -528034.538111
  nChanged 7
		SP:Iteration 45Q (150086.170000 sec): 3 clusters
  Score: Raw -530789.192087 + Penalty 2749.358326 = -528039.833761
  nChanged 1
		SP:Iteration 46Q (150086.250000 sec): 3 clusters
  Score: Raw -530790.028045 + Penalty 2749.358326 = -528040.669720
  nChanged 0
		SP:Iteration 47F (150086.330000 sec): 3 clusters
  Score: Raw -530790.028045 + Penalty 2749.358326 = -528040.669720
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 11 (155992 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150087.430000 sec): 2 clusters
  Score: Raw -18377889.614821 + Penalty 1943.103500 = -18375946.511321
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150088.860000 sec): 3 clusters
  Score: Raw -18275003.383311 + Penalty 3886.207001 = -18271117.176310
  nChanged 75420
		SP:Iteration 1F (150090.320000 sec): 3 clusters
  Score: Raw -18319630.674726 + Penalty 3886.207001 = -18315744.467725
  nChanged 5500
		SP:Iteration 2Q (150091.740000 sec): 3 clusters
  Score: Raw -18321201.583600 + Penalty 3886.207001 = -18317315.376599
  nChanged 6319
		SP:Iteration 3Q (150093.180000 sec): 3 clusters
  Score: Raw -18323254.366586 + Penalty 3886.207001 = -18319368.159585
  nChanged 7095
		SP:Iteration 4Q (150094.640000 sec): 3 clusters
  Score: Raw -18325969.207486 + Penalty 3886.207001 = -18322083.000485
  nChanged 8049
		SP:Iteration 5F (150096.090000 sec): 3 clusters
  Score: Raw -18329628.489245 + Penalty 3886.207001 = -18325742.282244
  nChanged 8973
		SP:Iteration 6F (150097.500000 sec): 3 clusters
  Score: Raw -18334342.651151 + Penalty 3886.207001 = -18330456.444150
  nChanged 9365
		SP:Iteration 7F (150098.950000 sec): 3 clusters
  Score: Raw -18339862.559844 + Penalty 3886.207001 = -18335976.352843
  nChanged 9132
		SP:Iteration 8F (150100.370000 sec): 3 clusters
  Score: Raw -18345584.123784 + Penalty 3886.207001 = -18341697.916783
  nChanged 8223
		SP:Iteration 9F (150101.810000 sec): 3 clusters
  Score: Raw -18351043.910831 + Penalty 3886.207001 = -18347157.703830
  nChanged 7010
		SP:Iteration 10Q (150103.220000 sec): 3 clusters
  Score: Raw -18355877.516124 + Penalty 3886.207001 = -18351991.309123
  nChanged 5930
		SP:Iteration 11Q (150104.600000 sec): 3 clusters
  Score: Raw -18359883.774978 + Penalty 3886.207001 = -18355997.567978
  nChanged 4764
		SP:Iteration 12Q (150105.990000 sec): 3 clusters
  Score: Raw -18362906.035100 + Penalty 3886.207001 = -18359019.828099
  nChanged 3986
		SP:Iteration 13Q (150107.350000 sec): 3 clusters
  Score: Raw -18365266.790041 + Penalty 3886.207001 = -18361380.583040
  nChanged 3475
		SP:Iteration 14Q (150108.700000 sec): 3 clusters
  Score: Raw -18367253.782334 + Penalty 3886.207001 = -18363367.575333
  nChanged 3203
		SP:Iteration 15Q (150110.030000 sec): 3 clusters
  Score: Raw -18369074.350073 + Penalty 3886.207001 = -18365188.143072
  nChanged 2834
		SP:Iteration 16Q (150111.310000 sec): 3 clusters
  Score: Raw -18370751.247859 + Penalty 3886.207001 = -18366865.040859
  nChanged 2584
		SP:Iteration 17Q (150112.620000 sec): 3 clusters
  Score: Raw -18372348.076992 + Penalty 3886.207001 = -18368461.869991
  nChanged 2303
		SP:Iteration 18Q (150113.880000 sec): 3 clusters
  Score: Raw -18373799.469543 + Penalty 3886.207001 = -18369913.262542
  nChanged 1935
		SP:Iteration 19Q (150115.130000 sec): 3 clusters
  Score: Raw -18375013.885611 + Penalty 3886.207001 = -18371127.678610
  nChanged 1504
		SP:Iteration 20F (150116.540000 sec): 3 clusters
  Score: Raw -18375927.411975 + Penalty 3886.207001 = -18372041.204974
  nChanged 1191
		SP:Iteration 21Q (150117.740000 sec): 3 clusters
  Score: Raw -18376665.677569 + Penalty 3886.207001 = -18372779.470568
  nChanged 896
		SP:Iteration 22Q (150118.950000 sec): 3 clusters
  Score: Raw -18377227.739298 + Penalty 3886.207001 = -18373341.532297
  nChanged 647
		SP:Iteration 23Q (150120.170000 sec): 3 clusters
  Score: Raw -18377615.197054 + Penalty 3886.207001 = -18373728.990053
  nChanged 467
		SP:Iteration 24Q (150121.400000 sec): 3 clusters
  Score: Raw -18377872.894438 + Penalty 3886.207001 = -18373986.687437
  nChanged 327
		SP:Iteration 25Q (150122.640000 sec): 3 clusters
  Score: Raw -18378044.363763 + Penalty 3886.207001 = -18374158.156762
  nChanged 232
		SP:Iteration 26Q (150123.820000 sec): 3 clusters
  Score: Raw -18378157.594269 + Penalty 3886.207001 = -18374271.387268
  nChanged 182
		SP:Iteration 27Q (150125.020000 sec): 3 clusters
  Score: Raw -18378246.913876 + Penalty 3886.207001 = -18374360.706875
  nChanged 125
		SP:Iteration 28Q (150126.240000 sec): 3 clusters
  Score: Raw -18378306.669154 + Penalty 3886.207001 = -18374420.462153
  nChanged 111
		SP:Iteration 29Q (150127.420000 sec): 3 clusters
  Score: Raw -18378356.511727 + Penalty 3886.207001 = -18374470.304726
  nChanged 78
		SP:Iteration 30Q (150128.610000 sec): 3 clusters
  Score: Raw -18378389.806726 + Penalty 3886.207001 = -18374503.599725
  nChanged 77
		SP:Iteration 31Q (150129.780000 sec): 3 clusters
  Score: Raw -18378429.749210 + Penalty 3886.207001 = -18374543.542209
  nChanged 70
		SP:Iteration 32Q (150130.980000 sec): 3 clusters
  Score: Raw -18378465.745829 + Penalty 3886.207001 = -18374579.538828
  nChanged 57
		SP:Iteration 33Q (150132.200000 sec): 3 clusters
  Score: Raw -18378490.851624 + Penalty 3886.207001 = -18374604.644623
  nChanged 53
		SP:Iteration 34Q (150133.370000 sec): 3 clusters
  Score: Raw -18378519.143255 + Penalty 3886.207001 = -18374632.936255
  nChanged 51
		SP:Iteration 35Q (150134.580000 sec): 3 clusters
  Score: Raw -18378550.124685 + Penalty 3886.207001 = -18374663.917684
  nChanged 44
		SP:Iteration 36Q (150135.760000 sec): 3 clusters
  Score: Raw -18378570.775456 + Penalty 3886.207001 = -18374684.568455
  nChanged 38
		SP:Iteration 37Q (150136.950000 sec): 3 clusters
  Score: Raw -18378586.832941 + Penalty 3886.207001 = -18374700.625940
  nChanged 32
		SP:Iteration 38Q (150138.150000 sec): 3 clusters
  Score: Raw -18378601.466939 + Penalty 3886.207001 = -18374715.259938
  nChanged 37
		SP:Iteration 39Q (150139.320000 sec): 3 clusters
  Score: Raw -18378618.429693 + Penalty 3886.207001 = -18374732.222692
  nChanged 26
		SP:Iteration 40F (150140.770000 sec): 3 clusters
  Score: Raw -18378629.982851 + Penalty 3886.207001 = -18374743.775850
  nChanged 29
		SP:Iteration 41Q (150141.960000 sec): 3 clusters
  Score: Raw -18378645.973662 + Penalty 3886.207001 = -18374759.766661
  nChanged 23
		SP:Iteration 42Q (150143.180000 sec): 3 clusters
  Score: Raw -18378655.469601 + Penalty 3886.207001 = -18374769.262600
  nChanged 21
		SP:Iteration 43Q (150144.350000 sec): 3 clusters
  Score: Raw -18378663.546341 + Penalty 3886.207001 = -18374777.339340
  nChanged 16
		SP:Iteration 44Q (150145.550000 sec): 3 clusters
  Score: Raw -18378671.209553 + Penalty 3886.207001 = -18374785.002553
  nChanged 23
		SP:Iteration 45Q (150146.760000 sec): 3 clusters
  Score: Raw -18378678.934565 + Penalty 3886.207001 = -18374792.727564
  nChanged 21
		SP:Iteration 46Q (150147.940000 sec): 3 clusters
  Score: Raw -18378685.490850 + Penalty 3886.207001 = -18374799.283849
  nChanged 17
		SP:Iteration 47Q (150149.110000 sec): 3 clusters
  Score: Raw -18378690.495852 + Penalty 3886.207001 = -18374804.288851
  nChanged 13
		SP:Iteration 48Q (150150.270000 sec): 3 clusters
  Score: Raw -18378694.063853 + Penalty 3886.207001 = -18374807.856852
  nChanged 13
		SP:Iteration 49Q (150151.480000 sec): 3 clusters
  Score: Raw -18378698.858374 + Penalty 3886.207001 = -18374812.651374
  nChanged 11
		SP:Iteration 50Q (150152.690000 sec): 3 clusters
  Score: Raw -18378701.404171 + Penalty 3886.207001 = -18374815.197170
  nChanged 7
		SP:Iteration 51Q (150153.860000 sec): 3 clusters
  Score: Raw -18378703.174798 + Penalty 3886.207001 = -18374816.967797
  nChanged 6
		SP:Iteration 52Q (150155.070000 sec): 3 clusters
  Score: Raw -18378705.800678 + Penalty 3886.207001 = -18374819.593677
  nChanged 9
		SP:Iteration 53Q (150156.240000 sec): 3 clusters
  Score: Raw -18378709.462143 + Penalty 3886.207001 = -18374823.255142
  nChanged 14
		SP:Iteration 54Q (150157.430000 sec): 3 clusters
  Score: Raw -18378713.276034 + Penalty 3886.207001 = -18374827.069033
  nChanged 9
		SP:Iteration 55Q (150158.600000 sec): 3 clusters
  Score: Raw -18378716.510502 + Penalty 3886.207001 = -18374830.303501
  nChanged 6
		SP:Iteration 56Q (150159.810000 sec): 3 clusters
  Score: Raw -18378718.544603 + Penalty 3886.207001 = -18374832.337602
  nChanged 7
		SP:Iteration 57Q (150160.980000 sec): 3 clusters
  Score: Raw -18378720.430869 + Penalty 3886.207001 = -18374834.223868
  nChanged 5
		SP:Iteration 58Q (150162.170000 sec): 3 clusters
  Score: Raw -18378722.029117 + Penalty 3886.207001 = -18374835.822116
  nChanged 3
		SP:Iteration 59Q (150163.330000 sec): 3 clusters
  Score: Raw -18378722.448092 + Penalty 3886.207001 = -18374836.241092
  nChanged 3
		SP:Iteration 60F (150164.770000 sec): 3 clusters
  Score: Raw -18378722.915576 + Penalty 3886.207001 = -18374836.708575
  nChanged 2
		SP:Iteration 61Q (150165.960000 sec): 3 clusters
  Score: Raw -18378723.129753 + Penalty 3886.207001 = -18374836.922752
  nChanged 0
		SP:Iteration 62F (150167.400000 sec): 3 clusters
  Score: Raw -18378723.129753 + Penalty 3886.207001 = -18374836.922752
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 12 (7666 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150167.500000 sec): 2 clusters
  Score: Raw -869019.686313 + Penalty 1453.489415 = -867566.196898
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150167.630000 sec): 3 clusters
  Score: Raw -864864.630863 + Penalty 2906.978830 = -861957.652033
  nChanged 3219
		SP:Iteration 1F (150167.750000 sec): 3 clusters
  Score: Raw -866828.924735 + Penalty 2906.978830 = -863921.945905
  nChanged 571
		SP:Iteration 2F (150167.850000 sec): 3 clusters
  Score: Raw -867172.720254 + Penalty 2906.978830 = -864265.741424
  nChanged 495
		SP:Iteration 3F (150167.970000 sec): 3 clusters
  Score: Raw -867503.587130 + Penalty 2906.978830 = -864596.608300
  nChanged 429
		SP:Iteration 4F (150168.080000 sec): 3 clusters
  Score: Raw -867780.746028 + Penalty 2906.978830 = -864873.767198
  nChanged 367
		SP:Iteration 5Q (150168.190000 sec): 3 clusters
  Score: Raw -868044.619719 + Penalty 2906.978830 = -865137.640889
  nChanged 328
		SP:Iteration 6Q (150168.320000 sec): 3 clusters
  Score: Raw -868260.139435 + Penalty 2906.978830 = -865353.160605
  nChanged 293
		SP:Iteration 7Q (150168.440000 sec): 3 clusters
  Score: Raw -868454.688862 + Penalty 2906.978830 = -865547.710032
  nChanged 274
		SP:Iteration 8Q (150168.560000 sec): 3 clusters
  Score: Raw -868660.479760 + Penalty 2906.978830 = -865753.500930
  nChanged 242
		SP:Iteration 9Q (150168.680000 sec): 3 clusters
  Score: Raw -868830.665492 + Penalty 2906.978830 = -865923.686662
  nChanged 199
		SP:Iteration 10Q (150168.810000 sec): 3 clusters
  Score: Raw -868957.831175 + Penalty 2906.978830 = -866050.852345
  nChanged 161
		SP:Iteration 11Q (150168.930000 sec): 3 clusters
  Score: Raw -869087.519158 + Penalty 2906.978830 = -866180.540328
  nChanged 131
		SP:Iteration 12Q (150169.050000 sec): 3 clusters
  Score: Raw -869229.305903 + Penalty 2906.978830 = -866322.327073
  nChanged 121
		SP:Iteration 13Q (150169.170000 sec): 3 clusters
  Score: Raw -869317.632598 + Penalty 2906.978830 = -866410.653768
  nChanged 110
		SP:Iteration 14Q (150169.280000 sec): 3 clusters
  Score: Raw -869376.251070 + Penalty 2906.978830 = -866469.272240
  nChanged 90
		SP:Iteration 15Q (150169.400000 sec): 3 clusters
  Score: Raw -869419.240699 + Penalty 2906.978830 = -866512.261869
  nChanged 69
		SP:Iteration 16Q (150169.520000 sec): 3 clusters
  Score: Raw -869446.103297 + Penalty 2906.978830 = -866539.124467
  nChanged 55
		SP:Iteration 17Q (150169.640000 sec): 3 clusters
  Score: Raw -869466.986562 + Penalty 2906.978830 = -866560.007732
  nChanged 49
		SP:Iteration 18Q (150169.760000 sec): 3 clusters
  Score: Raw -869482.694840 + Penalty 2906.978830 = -866575.716010
  nChanged 37
		SP:Iteration 19Q (150170.020000 sec): 3 clusters
  Score: Raw -869493.572195 + Penalty 2906.978830 = -866586.593365
  nChanged 34
		SP:Iteration 20F (150170.130000 sec): 3 clusters
  Score: Raw -869503.935290 + Penalty 2906.978830 = -866596.956460
  nChanged 29
		SP:Iteration 21Q (150170.240000 sec): 3 clusters
  Score: Raw -869515.154598 + Penalty 2906.978830 = -866608.175768
  nChanged 34
		SP:Iteration 22Q (150170.350000 sec): 3 clusters
  Score: Raw -869526.089629 + Penalty 2906.978830 = -866619.110799
  nChanged 27
		SP:Iteration 23Q (150170.460000 sec): 3 clusters
  Score: Raw -869532.438544 + Penalty 2906.978830 = -866625.459714
  nChanged 19
		SP:Iteration 24Q (150170.560000 sec): 3 clusters
  Score: Raw -869536.543467 + Penalty 2906.978830 = -866629.564637
  nChanged 16
		SP:Iteration 25Q (150170.670000 sec): 3 clusters
  Score: Raw -869541.368280 + Penalty 2906.978830 = -866634.389450
  nChanged 16
		SP:Iteration 26Q (150170.790000 sec): 3 clusters
  Score: Raw -869545.436689 + Penalty 2906.978830 = -866638.457859
  nChanged 11
		SP:Iteration 27Q (150170.910000 sec): 3 clusters
  Score: Raw -869547.728718 + Penalty 2906.978830 = -866640.749888
  nChanged 10
		SP:Iteration 28Q (150171.020000 sec): 3 clusters
  Score: Raw -869549.987083 + Penalty 2906.978830 = -866643.008253
  nChanged 13
		SP:Iteration 29Q (150171.140000 sec): 3 clusters
  Score: Raw -869552.082105 + Penalty 2906.978830 = -866645.103275
  nChanged 7
		SP:Iteration 30Q (150171.260000 sec): 3 clusters
  Score: Raw -869553.296320 + Penalty 2906.978830 = -866646.317490
  nChanged 5
		SP:Iteration 31Q (150171.370000 sec): 3 clusters
  Score: Raw -869554.279701 + Penalty 2906.978830 = -866647.300871
  nChanged 3
		SP:Iteration 32Q (150171.490000 sec): 3 clusters
  Score: Raw -869554.636023 + Penalty 2906.978830 = -866647.657193
  nChanged 1
		SP:Iteration 33Q (150171.610000 sec): 3 clusters
  Score: Raw -869554.747581 + Penalty 2906.978830 = -866647.768751
  nChanged 1
		SP:Iteration 34Q (150171.720000 sec): 3 clusters
  Score: Raw -869554.840505 + Penalty 2906.978830 = -866647.861675
  nChanged 1
		SP:Iteration 35Q (150171.840000 sec): 3 clusters
  Score: Raw -869555.292824 + Penalty 2906.978830 = -866648.313994
  nChanged 2
		SP:Iteration 36Q (150171.970000 sec): 3 clusters
  Score: Raw -869555.541180 + Penalty 2906.978830 = -866648.562350
  nChanged 0
		SP:Iteration 37F (150172.090000 sec): 3 clusters
  Score: Raw -869555.541180 + Penalty 2906.978830 = -866648.562350
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 13 (121719 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150172.990000 sec): 2 clusters
  Score: Raw -15155134.521977 + Penalty 1902.788938 = -15153231.733039
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150173.990000 sec): 3 clusters
  Score: Raw -15075642.336792 + Penalty 3805.577876 = -15071836.758916
  nChanged 58553
		SP:Iteration 1F (150174.980000 sec): 3 clusters
  Score: Raw -15110427.736766 + Penalty 3805.577876 = -15106622.158890
  nChanged 5099
		SP:Iteration 2Q (150176.000000 sec): 3 clusters
  Score: Raw -15112320.157387 + Penalty 3805.577876 = -15108514.579511
  nChanged 6902
		SP:Iteration 3F (150177.040000 sec): 3 clusters
  Score: Raw -15115909.293929 + Penalty 3805.577876 = -15112103.716052
  nChanged 9380
		SP:Iteration 4F (150178.040000 sec): 3 clusters
  Score: Raw -15122468.444281 + Penalty 3805.577876 = -15118662.866405
  nChanged 11054
		SP:Iteration 5F (150179.080000 sec): 3 clusters
  Score: Raw -15132015.046736 + Penalty 3805.577876 = -15128209.468860
  nChanged 10522
		SP:Iteration 6F (150180.080000 sec): 3 clusters
  Score: Raw -15142118.448305 + Penalty 3805.577876 = -15138312.870428
  nChanged 7437
		SP:Iteration 7F (150181.080000 sec): 3 clusters
  Score: Raw -15149602.265610 + Penalty 3805.577876 = -15145796.687734
  nChanged 3849
		SP:Iteration 8Q (150182.050000 sec): 3 clusters
  Score: Raw -15153442.227270 + Penalty 3805.577876 = -15149636.649393
  nChanged 1402
		SP:Iteration 9Q (150182.960000 sec): 3 clusters
  Score: Raw -15154789.492240 + Penalty 3805.577876 = -15150983.914364
  nChanged 323
		SP:Iteration 10Q (150183.890000 sec): 3 clusters
  Score: Raw -15155132.055868 + Penalty 3805.577876 = -15151326.477992
  nChanged 85
		SP:Iteration 11Q (150184.760000 sec): 3 clusters
  Score: Raw -15155238.660042 + Penalty 3805.577876 = -15151433.082166
  nChanged 36
		SP:Iteration 12Q (150185.680000 sec): 3 clusters
  Score: Raw -15155292.850948 + Penalty 3805.577876 = -15151487.273072
  nChanged 14
		SP:Iteration 13Q (150186.580000 sec): 3 clusters
  Score: Raw -15155327.839256 + Penalty 3805.577876 = -15151522.261380
  nChanged 19
		SP:Iteration 14Q (150187.500000 sec): 3 clusters
  Score: Raw -15155353.330783 + Penalty 3805.577876 = -15151547.752907
  nChanged 6
		SP:Iteration 15Q (150188.390000 sec): 3 clusters
  Score: Raw -15155363.141909 + Penalty 3805.577876 = -15151557.564033
  nChanged 3
		SP:Iteration 16Q (150189.260000 sec): 3 clusters
  Score: Raw -15155371.176330 + Penalty 3805.577876 = -15151565.598454
  nChanged 6
		SP:Iteration 17Q (150190.150000 sec): 3 clusters
  Score: Raw -15155382.511044 + Penalty 3805.577876 = -15151576.933168
  nChanged 3
		SP:Iteration 18Q (150191.010000 sec): 3 clusters
  Score: Raw -15155387.603073 + Penalty 3805.577876 = -15151582.025196
  nChanged 2
		SP:Iteration 19Q (150191.930000 sec): 3 clusters
  Score: Raw -15155388.890402 + Penalty 3805.577876 = -15151583.312526
  nChanged 0
		SP:Iteration 20F (150192.920000 sec): 3 clusters
  Score: Raw -15155388.890402 + Penalty 3805.577876 = -15151583.312526
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 14 (9107 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150193.040000 sec): 2 clusters
  Score: Raw -1015545.358702 + Penalty 1481.479777 = -1014063.878925
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150193.200000 sec): 3 clusters
  Score: Raw -1010440.596822 + Penalty 2962.959554 = -1007477.637268
  nChanged 3936
		SP:Iteration 1F (150193.320000 sec): 3 clusters
  Score: Raw -1012875.570691 + Penalty 2962.959554 = -1009912.611137
  nChanged 771
		SP:Iteration 2F (150193.460000 sec): 3 clusters
  Score: Raw -1013476.005621 + Penalty 2962.959554 = -1010513.046067
  nChanged 727
		SP:Iteration 3F (150193.580000 sec): 3 clusters
  Score: Raw -1014173.592275 + Penalty 2962.959554 = -1011210.632721
  nChanged 713
		SP:Iteration 4F (150193.710000 sec): 3 clusters
  Score: Raw -1014787.087504 + Penalty 2962.959554 = -1011824.127950
  nChanged 550
		SP:Iteration 5F (150193.850000 sec): 3 clusters
  Score: Raw -1015221.926218 + Penalty 2962.959554 = -1012258.966664
  nChanged 482
		SP:Iteration 6F (150193.980000 sec): 3 clusters
  Score: Raw -1015521.371317 + Penalty 2962.959554 = -1012558.411763
  nChanged 329
		SP:Iteration 7Q (150194.120000 sec): 3 clusters
  Score: Raw -1015704.094729 + Penalty 2962.959554 = -1012741.135175
  nChanged 269
		SP:Iteration 8Q (150194.250000 sec): 3 clusters
  Score: Raw -1015827.710852 + Penalty 2962.959554 = -1012864.751298
  nChanged 207
		SP:Iteration 9Q (150194.380000 sec): 3 clusters
  Score: Raw -1015926.607005 + Penalty 2962.959554 = -1012963.647452
  nChanged 168
		SP:Iteration 10Q (150194.500000 sec): 3 clusters
  Score: Raw -1016005.696682 + Penalty 2962.959554 = -1013042.737128
  nChanged 168
		SP:Iteration 11Q (150194.630000 sec): 3 clusters
  Score: Raw -1016079.412468 + Penalty 2962.959554 = -1013116.452914
  nChanged 183
		SP:Iteration 12Q (150194.770000 sec): 3 clusters
  Score: Raw -1016154.020201 + Penalty 2962.959554 = -1013191.060647
  nChanged 184
		SP:Iteration 13Q (150194.910000 sec): 3 clusters
  Score: Raw -1016243.411362 + Penalty 2962.959554 = -1013280.451808
  nChanged 188
		SP:Iteration 14Q (150195.060000 sec): 3 clusters
  Score: Raw -1016344.287686 + Penalty 2962.959554 = -1013381.328132
  nChanged 197
		SP:Iteration 15Q (150195.200000 sec): 3 clusters
  Score: Raw -1016447.816030 + Penalty 2962.959554 = -1013484.856476
  nChanged 185
		SP:Iteration 16Q (150195.330000 sec): 3 clusters
  Score: Raw -1016541.158574 + Penalty 2962.959554 = -1013578.199020
  nChanged 197
		SP:Iteration 17Q (150195.450000 sec): 3 clusters
  Score: Raw -1016635.778035 + Penalty 2962.959554 = -1013672.818481
  nChanged 174
		SP:Iteration 18Q (150195.580000 sec): 3 clusters
  Score: Raw -1016708.339882 + Penalty 2962.959554 = -1013745.380328
  nChanged 145
		SP:Iteration 19Q (150195.720000 sec): 3 clusters
  Score: Raw -1016761.661653 + Penalty 2962.959554 = -1013798.702099
  nChanged 122
		SP:Iteration 20F (150195.860000 sec): 3 clusters
  Score: Raw -1016803.442229 + Penalty 2962.959554 = -1013840.482675
  nChanged 117
		SP:Iteration 21Q (150196.000000 sec): 3 clusters
  Score: Raw -1016842.930162 + Penalty 2962.959554 = -1013879.970608
  nChanged 100
		SP:Iteration 22Q (150196.140000 sec): 3 clusters
  Score: Raw -1016873.373335 + Penalty 2962.959554 = -1013910.413781
  nChanged 78
		SP:Iteration 23Q (150196.270000 sec): 3 clusters
  Score: Raw -1016897.756686 + Penalty 2962.959554 = -1013934.797132
  nChanged 67
		SP:Iteration 24Q (150196.390000 sec): 3 clusters
  Score: Raw -1016918.100243 + Penalty 2962.959554 = -1013955.140689
  nChanged 63
		SP:Iteration 25Q (150196.510000 sec): 3 clusters
  Score: Raw -1016937.812045 + Penalty 2962.959554 = -1013974.852491
  nChanged 67
		SP:Iteration 26Q (150196.650000 sec): 3 clusters
  Score: Raw -1016960.228218 + Penalty 2962.959554 = -1013997.268664
  nChanged 70
		SP:Iteration 27Q (150196.810000 sec): 3 clusters
  Score: Raw -1016986.832284 + Penalty 2962.959554 = -1014023.872730
  nChanged 76
		SP:Iteration 28Q (150196.960000 sec): 3 clusters
  Score: Raw -1017019.955433 + Penalty 2962.959554 = -1014056.995879
  nChanged 83
		SP:Iteration 29Q (150197.120000 sec): 3 clusters
  Score: Raw -1017053.376365 + Penalty 2962.959554 = -1014090.416811
  nChanged 71
		SP:Iteration 30Q (150197.250000 sec): 3 clusters
  Score: Raw -1017082.172006 + Penalty 2962.959554 = -1014119.212452
  nChanged 65
		SP:Iteration 31Q (150197.370000 sec): 3 clusters
  Score: Raw -1017106.237170 + Penalty 2962.959554 = -1014143.277616
  nChanged 47
		SP:Iteration 32Q (150197.490000 sec): 3 clusters
  Score: Raw -1017121.505750 + Penalty 2962.959554 = -1014158.546196
  nChanged 32
		SP:Iteration 33Q (150197.760000 sec): 3 clusters
  Score: Raw -1017130.617247 + Penalty 2962.959554 = -1014167.657693
  nChanged 33
		SP:Iteration 34Q (150197.890000 sec): 3 clusters
  Score: Raw -1017139.232926 + Penalty 2962.959554 = -1014176.273372
  nChanged 32
		SP:Iteration 35Q (150198.010000 sec): 3 clusters
  Score: Raw -1017146.873418 + Penalty 2962.959554 = -1014183.913864
  nChanged 25
		SP:Iteration 36Q (150198.140000 sec): 3 clusters
  Score: Raw -1017153.484753 + Penalty 2962.959554 = -1014190.525199
  nChanged 18
		SP:Iteration 37Q (150198.270000 sec): 3 clusters
  Score: Raw -1017157.831790 + Penalty 2962.959554 = -1014194.872236
  nChanged 19
		SP:Iteration 38Q (150198.400000 sec): 3 clusters
  Score: Raw -1017162.943500 + Penalty 2962.959554 = -1014199.983946
  nChanged 15
		SP:Iteration 39Q (150198.520000 sec): 3 clusters
  Score: Raw -1017166.479577 + Penalty 2962.959554 = -1014203.520023
  nChanged 10
		SP:Iteration 40F (150198.640000 sec): 3 clusters
  Score: Raw -1017168.254895 + Penalty 2962.959554 = -1014205.295341
  nChanged 5
		SP:Iteration 41Q (150198.790000 sec): 3 clusters
  Score: Raw -1017168.964696 + Penalty 2962.959554 = -1014206.005142
  nChanged 2
		SP:Iteration 42Q (150198.950000 sec): 3 clusters
  Score: Raw -1017169.274516 + Penalty 2962.959554 = -1014206.314962
  nChanged 2
		SP:Iteration 43Q (150199.100000 sec): 3 clusters
  Score: Raw -1017169.446539 + Penalty 2962.959554 = -1014206.486985
  nChanged 1
		SP:Iteration 44Q (150199.250000 sec): 3 clusters
  Score: Raw -1017169.719318 + Penalty 2962.959554 = -1014206.759764
  nChanged 1
		SP:Iteration 45Q (150199.380000 sec): 3 clusters
  Score: Raw -1017169.870307 + Penalty 2962.959554 = -1014206.910753
  nChanged 2
		SP:Iteration 46Q (150199.500000 sec): 3 clusters
  Score: Raw -1017170.185272 + Penalty 2962.959554 = -1014207.225718
  nChanged 1
		SP:Iteration 47Q (150199.620000 sec): 3 clusters
  Score: Raw -1017170.256510 + Penalty 2962.959554 = -1014207.296956
  nChanged 0
		SP:Iteration 48F (150199.780000 sec): 3 clusters
  Score: Raw -1017170.256510 + Penalty 2962.959554 = -1014207.296956
  nChanged 0
  Score: Raw -119106286.422734 + Penalty 245289.985902 = -118860996.436833

Splitting cluster 14 changes total score from -118861421.788835 to -118860996.436833

 So it's not getting split.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 15 (6309 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150527.250000 sec): 2 clusters
  Score: Raw -697193.825071 + Penalty 1421.831525 = -695771.993545
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150527.370000 sec): 3 clusters
  Score: Raw -693910.662124 + Penalty 2843.663051 = -691066.999073
  nChanged 2664
		SP:Iteration 1F (150527.470000 sec): 3 clusters
  Score: Raw -696092.924505 + Penalty 2843.663051 = -693249.261454
  nChanged 669
		SP:Iteration 2F (150527.570000 sec): 3 clusters
  Score: Raw -696754.385194 + Penalty 2843.663051 = -693910.722143
  nChanged 512
		SP:Iteration 3F (150527.670000 sec): 3 clusters
  Score: Raw -697165.493060 + Penalty 2843.663051 = -694321.830009
  nChanged 322
		SP:Iteration 4F (150527.770000 sec): 3 clusters
  Score: Raw -697377.661751 + Penalty 2843.663051 = -694533.998700
  nChanged 211
		SP:Iteration 5Q (150527.870000 sec): 3 clusters
  Score: Raw -697512.075717 + Penalty 2843.663051 = -694668.412666
  nChanged 166
		SP:Iteration 6Q (150527.980000 sec): 3 clusters
  Score: Raw -697600.836132 + Penalty 2843.663051 = -694757.173081
  nChanged 121
		SP:Iteration 7Q (150528.080000 sec): 3 clusters
  Score: Raw -697652.777189 + Penalty 2843.663051 = -694809.114138
  nChanged 85
		SP:Iteration 8Q (150528.180000 sec): 3 clusters
  Score: Raw -697689.185361 + Penalty 2843.663051 = -694845.522310
  nChanged 73
		SP:Iteration 9Q (150528.280000 sec): 3 clusters
  Score: Raw -697726.334453 + Penalty 2843.663051 = -694882.671402
  nChanged 70
		SP:Iteration 10Q (150528.380000 sec): 3 clusters
  Score: Raw -697757.624465 + Penalty 2843.663051 = -694913.961415
  nChanged 58
		SP:Iteration 11Q (150528.480000 sec): 3 clusters
  Score: Raw -697779.816589 + Penalty 2843.663051 = -694936.153538
  nChanged 47
		SP:Iteration 12Q (150528.590000 sec): 3 clusters
  Score: Raw -697799.643427 + Penalty 2843.663051 = -694955.980376
  nChanged 45
		SP:Iteration 13Q (150528.690000 sec): 3 clusters
  Score: Raw -697818.880337 + Penalty 2843.663051 = -694975.217286
  nChanged 34
		SP:Iteration 14Q (150528.790000 sec): 3 clusters
  Score: Raw -697833.310083 + Penalty 2843.663051 = -694989.647032
  nChanged 31
		SP:Iteration 15Q (150528.890000 sec): 3 clusters
  Score: Raw -697843.788159 + Penalty 2843.663051 = -695000.125108
  nChanged 32
		SP:Iteration 16Q (150528.980000 sec): 3 clusters
  Score: Raw -697856.028285 + Penalty 2843.663051 = -695012.365234
  nChanged 40
		SP:Iteration 17Q (150529.090000 sec): 3 clusters
  Score: Raw -697868.671764 + Penalty 2843.663051 = -695025.008713
  nChanged 34
		SP:Iteration 18Q (150529.190000 sec): 3 clusters
  Score: Raw -697881.715374 + Penalty 2843.663051 = -695038.052323
  nChanged 34
		SP:Iteration 19Q (150529.290000 sec): 3 clusters
  Score: Raw -697892.410346 + Penalty 2843.663051 = -695048.747295
  nChanged 34
		SP:Iteration 20F (150529.390000 sec): 3 clusters
  Score: Raw -697905.190798 + Penalty 2843.663051 = -695061.527748
  nChanged 38
		SP:Iteration 21Q (150529.490000 sec): 3 clusters
  Score: Raw -697920.712399 + Penalty 2843.663051 = -695077.049348
  nChanged 27
		SP:Iteration 22Q (150529.600000 sec): 3 clusters
  Score: Raw -697929.125486 + Penalty 2843.663051 = -695085.462435
  nChanged 20
		SP:Iteration 23Q (150529.700000 sec): 3 clusters
  Score: Raw -697934.070732 + Penalty 2843.663051 = -695090.407681
  nChanged 21
		SP:Iteration 24Q (150529.790000 sec): 3 clusters
  Score: Raw -697940.684442 + Penalty 2843.663051 = -695097.021391
  nChanged 30
		SP:Iteration 25Q (150529.890000 sec): 3 clusters
  Score: Raw -697949.482066 + Penalty 2843.663051 = -695105.819015
  nChanged 27
		SP:Iteration 26Q (150529.990000 sec): 3 clusters
  Score: Raw -697956.319547 + Penalty 2843.663051 = -695112.656496
  nChanged 32
		SP:Iteration 27Q (150530.090000 sec): 3 clusters
  Score: Raw -697970.833530 + Penalty 2843.663051 = -695127.170480
  nChanged 34
		SP:Iteration 28Q (150530.180000 sec): 3 clusters
  Score: Raw -697983.368053 + Penalty 2843.663051 = -695139.705002
  nChanged 25
		SP:Iteration 29Q (150530.280000 sec): 3 clusters
  Score: Raw -697990.532332 + Penalty 2843.663051 = -695146.869281
  nChanged 22
		SP:Iteration 30Q (150530.380000 sec): 3 clusters
  Score: Raw -697996.039881 + Penalty 2843.663051 = -695152.376831
  nChanged 19
		SP:Iteration 31Q (150530.490000 sec): 3 clusters
  Score: Raw -698000.294718 + Penalty 2843.663051 = -695156.631667
  nChanged 16
		SP:Iteration 32Q (150530.590000 sec): 3 clusters
  Score: Raw -698003.639782 + Penalty 2843.663051 = -695159.976731
  nChanged 12
		SP:Iteration 33Q (150530.690000 sec): 3 clusters
  Score: Raw -698007.450097 + Penalty 2843.663051 = -695163.787046
  nChanged 16
		SP:Iteration 34Q (150530.780000 sec): 3 clusters
  Score: Raw -698013.357370 + Penalty 2843.663051 = -695169.694319
  nChanged 13
		SP:Iteration 35Q (150530.880000 sec): 3 clusters
  Score: Raw -698019.327243 + Penalty 2843.663051 = -695175.664192
  nChanged 21
		SP:Iteration 36Q (150530.990000 sec): 3 clusters
  Score: Raw -698027.460631 + Penalty 2843.663051 = -695183.797580
  nChanged 16
		SP:Iteration 37Q (150531.090000 sec): 3 clusters
  Score: Raw -698032.726674 + Penalty 2843.663051 = -695189.063623
  nChanged 11
		SP:Iteration 38Q (150531.180000 sec): 3 clusters
  Score: Raw -698034.675808 + Penalty 2843.663051 = -695191.012757
  nChanged 11
		SP:Iteration 39Q (150531.280000 sec): 3 clusters
  Score: Raw -698038.057323 + Penalty 2843.663051 = -695194.394272
  nChanged 15
		SP:Iteration 40F (150531.380000 sec): 3 clusters
  Score: Raw -698042.179380 + Penalty 2843.663051 = -695198.516329
  nChanged 14
		SP:Iteration 41Q (150531.480000 sec): 3 clusters
  Score: Raw -698047.758576 + Penalty 2843.663051 = -695204.095526
  nChanged 19
		SP:Iteration 42Q (150531.570000 sec): 3 clusters
  Score: Raw -698053.708430 + Penalty 2843.663051 = -695210.045379
  nChanged 14
		SP:Iteration 43Q (150531.670000 sec): 3 clusters
  Score: Raw -698057.049769 + Penalty 2843.663051 = -695213.386718
  nChanged 12
		SP:Iteration 44Q (150531.770000 sec): 3 clusters
  Score: Raw -698059.842932 + Penalty 2843.663051 = -695216.179881
  nChanged 9
		SP:Iteration 45Q (150531.870000 sec): 3 clusters
  Score: Raw -698061.631565 + Penalty 2843.663051 = -695217.968514
  nChanged 7
		SP:Iteration 46Q (150531.970000 sec): 3 clusters
  Score: Raw -698063.192071 + Penalty 2843.663051 = -695219.529020
  nChanged 9
		SP:Iteration 47Q (150532.060000 sec): 3 clusters
  Score: Raw -698066.928183 + Penalty 2843.663051 = -695223.265132
  nChanged 14
		SP:Iteration 48Q (150532.160000 sec): 3 clusters
  Score: Raw -698075.025918 + Penalty 2843.663051 = -695231.362867
  nChanged 15
		SP:Iteration 49Q (150532.250000 sec): 3 clusters
  Score: Raw -698081.788581 + Penalty 2843.663051 = -695238.125530
  nChanged 18
		SP:Iteration 50Q (150532.360000 sec): 3 clusters
  Score: Raw -698087.749260 + Penalty 2843.663051 = -695244.086209
  nChanged 14
		SP:Iteration 51Q (150532.460000 sec): 3 clusters
  Score: Raw -698091.682528 + Penalty 2843.663051 = -695248.019477
  nChanged 12
		SP:Iteration 52Q (150532.550000 sec): 3 clusters
  Score: Raw -698094.798903 + Penalty 2843.663051 = -695251.135852
  nChanged 7
		SP:Iteration 53Q (150532.650000 sec): 3 clusters
  Score: Raw -698097.528005 + Penalty 2843.663051 = -695253.864954
  nChanged 12
		SP:Iteration 54Q (150532.750000 sec): 3 clusters
  Score: Raw -698102.159430 + Penalty 2843.663051 = -695258.496379
  nChanged 11
		SP:Iteration 55Q (150532.840000 sec): 3 clusters
  Score: Raw -698106.773686 + Penalty 2843.663051 = -695263.110635
  nChanged 11
		SP:Iteration 56Q (150532.930000 sec): 3 clusters
  Score: Raw -698110.811108 + Penalty 2843.663051 = -695267.148057
  nChanged 9
		SP:Iteration 57Q (150533.030000 sec): 3 clusters
  Score: Raw -698112.476580 + Penalty 2843.663051 = -695268.813529
  nChanged 6
		SP:Iteration 58Q (150533.130000 sec): 3 clusters
  Score: Raw -698114.300584 + Penalty 2843.663051 = -695270.637533
  nChanged 3
		SP:Iteration 59Q (150533.230000 sec): 3 clusters
  Score: Raw -698114.898198 + Penalty 2843.663051 = -695271.235147
  nChanged 2
		SP:Iteration 60F (150533.330000 sec): 3 clusters
  Score: Raw -698115.394737 + Penalty 2843.663051 = -695271.731686
  nChanged 3
		SP:Iteration 61Q (150533.430000 sec): 3 clusters
  Score: Raw -698117.111155 + Penalty 2843.663051 = -695273.448105
  nChanged 2
		SP:Iteration 62Q (150533.520000 sec): 3 clusters
  Score: Raw -698117.864613 + Penalty 2843.663051 = -695274.201562
  nChanged 4
		SP:Iteration 63Q (150533.620000 sec): 3 clusters
  Score: Raw -698119.293372 + Penalty 2843.663051 = -695275.630321
  nChanged 5
		SP:Iteration 64Q (150533.720000 sec): 3 clusters
  Score: Raw -698121.042597 + Penalty 2843.663051 = -695277.379546
  nChanged 5
		SP:Iteration 65Q (150533.810000 sec): 3 clusters
  Score: Raw -698122.748710 + Penalty 2843.663051 = -695279.085659
  nChanged 3
		SP:Iteration 66Q (150533.910000 sec): 3 clusters
  Score: Raw -698123.850603 + Penalty 2843.663051 = -695280.187552
  nChanged 5
		SP:Iteration 67Q (150534.000000 sec): 3 clusters
  Score: Raw -698125.004525 + Penalty 2843.663051 = -695281.341474
  nChanged 3
		SP:Iteration 68Q (150534.090000 sec): 3 clusters
  Score: Raw -698125.519594 + Penalty 2843.663051 = -695281.856543
  nChanged 0
		SP:Iteration 69F (150534.200000 sec): 3 clusters
  Score: Raw -698125.519594 + Penalty 2843.663051 = -695281.856543
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 16 (5460 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150534.280000 sec): 2 clusters
  Score: Raw -685338.738907 + Penalty 1398.345661 = -683940.393246
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150534.380000 sec): 3 clusters
  Score: Raw -682536.761162 + Penalty 2796.691322 = -679740.069840
  nChanged 2219
		SP:Iteration 1F (150534.470000 sec): 3 clusters
  Score: Raw -683834.290125 + Penalty 2796.691322 = -681037.598802
  nChanged 429
		SP:Iteration 2F (150534.570000 sec): 3 clusters
  Score: Raw -684126.067155 + Penalty 2796.691322 = -681329.375833
  nChanged 363
		SP:Iteration 3F (150534.660000 sec): 3 clusters
  Score: Raw -684341.690873 + Penalty 2796.691322 = -681544.999550
  nChanged 289
		SP:Iteration 4F (150534.750000 sec): 3 clusters
  Score: Raw -684504.080302 + Penalty 2796.691322 = -681707.388980
  nChanged 222
		SP:Iteration 5Q (150534.850000 sec): 3 clusters
  Score: Raw -684614.827836 + Penalty 2796.691322 = -681818.136514
  nChanged 193
		SP:Iteration 6Q (150534.940000 sec): 3 clusters
  Score: Raw -684696.144852 + Penalty 2796.691322 = -681899.453530
  nChanged 143
		SP:Iteration 7Q (150535.030000 sec): 3 clusters
  Score: Raw -684751.341359 + Penalty 2796.691322 = -681954.650036
  nChanged 99
		SP:Iteration 8Q (150535.130000 sec): 3 clusters
  Score: Raw -684783.852515 + Penalty 2796.691322 = -681987.161193
  nChanged 81
		SP:Iteration 9Q (150535.220000 sec): 3 clusters
  Score: Raw -684812.799509 + Penalty 2796.691322 = -682016.108187
  nChanged 83
		SP:Iteration 10Q (150535.310000 sec): 3 clusters
  Score: Raw -684842.747260 + Penalty 2796.691322 = -682046.055938
  nChanged 72
		SP:Iteration 11Q (150535.410000 sec): 3 clusters
  Score: Raw -684863.187711 + Penalty 2796.691322 = -682066.496388
  nChanged 51
		SP:Iteration 12Q (150535.500000 sec): 3 clusters
  Score: Raw -684878.048412 + Penalty 2796.691322 = -682081.357089
  nChanged 44
		SP:Iteration 13Q (150535.590000 sec): 3 clusters
  Score: Raw -684891.982482 + Penalty 2796.691322 = -682095.291159
  nChanged 48
		SP:Iteration 14Q (150535.690000 sec): 3 clusters
  Score: Raw -684906.361736 + Penalty 2796.691322 = -682109.670413
  nChanged 50
		SP:Iteration 15Q (150535.780000 sec): 3 clusters
  Score: Raw -684921.052157 + Penalty 2796.691322 = -682124.360835
  nChanged 37
		SP:Iteration 16Q (150535.880000 sec): 3 clusters
  Score: Raw -684932.335375 + Penalty 2796.691322 = -682135.644053
  nChanged 40
		SP:Iteration 17Q (150535.980000 sec): 3 clusters
  Score: Raw -684944.865258 + Penalty 2796.691322 = -682148.173936
  nChanged 44
		SP:Iteration 18Q (150536.070000 sec): 3 clusters
  Score: Raw -684960.584992 + Penalty 2796.691322 = -682163.893670
  nChanged 42
		SP:Iteration 19Q (150536.160000 sec): 3 clusters
  Score: Raw -684975.281452 + Penalty 2796.691322 = -682178.590130
  nChanged 39
		SP:Iteration 20F (150536.260000 sec): 3 clusters
  Score: Raw -684986.897054 + Penalty 2796.691322 = -682190.205732
  nChanged 36
		SP:Iteration 21Q (150536.350000 sec): 3 clusters
  Score: Raw -684998.789175 + Penalty 2796.691322 = -682202.097853
  nChanged 40
		SP:Iteration 22Q (150536.440000 sec): 3 clusters
  Score: Raw -685012.052058 + Penalty 2796.691322 = -682215.360735
  nChanged 34
		SP:Iteration 23Q (150536.540000 sec): 3 clusters
  Score: Raw -685023.902866 + Penalty 2796.691322 = -682227.211543
  nChanged 35
		SP:Iteration 24Q (150536.630000 sec): 3 clusters
  Score: Raw -685035.976127 + Penalty 2796.691322 = -682239.284805
  nChanged 33
		SP:Iteration 25Q (150536.720000 sec): 3 clusters
  Score: Raw -685048.107064 + Penalty 2796.691322 = -682251.415741
  nChanged 32
		SP:Iteration 26Q (150536.820000 sec): 3 clusters
  Score: Raw -685059.581999 + Penalty 2796.691322 = -682262.890676
  nChanged 40
		SP:Iteration 27Q (150536.910000 sec): 3 clusters
  Score: Raw -685076.870218 + Penalty 2796.691322 = -682280.178896
  nChanged 45
		SP:Iteration 28Q (150537.000000 sec): 3 clusters
  Score: Raw -685094.668397 + Penalty 2796.691322 = -682297.977075
  nChanged 42
		SP:Iteration 29Q (150537.100000 sec): 3 clusters
  Score: Raw -685112.127244 + Penalty 2796.691322 = -682315.435922
  nChanged 39
		SP:Iteration 30Q (150537.190000 sec): 3 clusters
  Score: Raw -685127.145510 + Penalty 2796.691322 = -682330.454188
  nChanged 38
		SP:Iteration 31Q (150537.330000 sec): 3 clusters
  Score: Raw -685140.763117 + Penalty 2796.691322 = -682344.071795
  nChanged 37
		SP:Iteration 32Q (150537.420000 sec): 3 clusters
  Score: Raw -685153.662050 + Penalty 2796.691322 = -682356.970728
  nChanged 33
		SP:Iteration 33Q (150537.580000 sec): 3 clusters
  Score: Raw -685167.741949 + Penalty 2796.691322 = -682371.050627
  nChanged 39
		SP:Iteration 34Q (150537.680000 sec): 3 clusters
  Score: Raw -685183.932257 + Penalty 2796.691322 = -682387.240935
  nChanged 37
		SP:Iteration 35Q (150537.770000 sec): 3 clusters
  Score: Raw -685196.831126 + Penalty 2796.691322 = -682400.139803
  nChanged 29
		SP:Iteration 36Q (150537.860000 sec): 3 clusters
  Score: Raw -685206.441554 + Penalty 2796.691322 = -682409.750231
  nChanged 24
		SP:Iteration 37Q (150537.960000 sec): 3 clusters
  Score: Raw -685215.874295 + Penalty 2796.691322 = -682419.182973
  nChanged 29
		SP:Iteration 38Q (150538.050000 sec): 3 clusters
  Score: Raw -685227.818502 + Penalty 2796.691322 = -682431.127179
  nChanged 32
		SP:Iteration 39Q (150538.140000 sec): 3 clusters
  Score: Raw -685240.994747 + Penalty 2796.691322 = -682444.303424
  nChanged 23
		SP:Iteration 40F (150538.240000 sec): 3 clusters
  Score: Raw -685250.057129 + Penalty 2796.691322 = -682453.365806
  nChanged 22
		SP:Iteration 41Q (150538.330000 sec): 3 clusters
  Score: Raw -685259.156037 + Penalty 2796.691322 = -682462.464715
  nChanged 27
		SP:Iteration 42Q (150538.420000 sec): 3 clusters
  Score: Raw -685269.839068 + Penalty 2796.691322 = -682473.147745
  nChanged 27
		SP:Iteration 43Q (150538.520000 sec): 3 clusters
  Score: Raw -685282.395151 + Penalty 2796.691322 = -682485.703829
  nChanged 26
		SP:Iteration 44Q (150538.610000 sec): 3 clusters
  Score: Raw -685291.671162 + Penalty 2796.691322 = -682494.979840
  nChanged 22
		SP:Iteration 45Q (150538.700000 sec): 3 clusters
  Score: Raw -685299.806099 + Penalty 2796.691322 = -682503.114777
  nChanged 19
		SP:Iteration 46Q (150538.800000 sec): 3 clusters
  Score: Raw -685307.544867 + Penalty 2796.691322 = -682510.853545
  nChanged 14
		SP:Iteration 47Q (150538.890000 sec): 3 clusters
  Score: Raw -685312.973619 + Penalty 2796.691322 = -682516.282297
  nChanged 16
		SP:Iteration 48Q (150538.990000 sec): 3 clusters
  Score: Raw -685318.661532 + Penalty 2796.691322 = -682521.970210
  nChanged 15
		SP:Iteration 49Q (150539.080000 sec): 3 clusters
  Score: Raw -685324.762218 + Penalty 2796.691322 = -682528.070895
  nChanged 19
		SP:Iteration 50Q (150539.170000 sec): 3 clusters
  Score: Raw -685332.802627 + Penalty 2796.691322 = -682536.111305
  nChanged 22
		SP:Iteration 51Q (150539.270000 sec): 3 clusters
  Score: Raw -685342.753487 + Penalty 2796.691322 = -682546.062164
  nChanged 26
		SP:Iteration 52Q (150539.360000 sec): 3 clusters
  Score: Raw -685354.332328 + Penalty 2796.691322 = -682557.641006
  nChanged 18
		SP:Iteration 53Q (150539.450000 sec): 3 clusters
  Score: Raw -685363.030438 + Penalty 2796.691322 = -682566.339115
  nChanged 14
		SP:Iteration 54Q (150539.550000 sec): 3 clusters
  Score: Raw -685371.169138 + Penalty 2796.691322 = -682574.477816
  nChanged 16
		SP:Iteration 55Q (150539.640000 sec): 3 clusters
  Score: Raw -685378.457069 + Penalty 2796.691322 = -682581.765746
  nChanged 14
		SP:Iteration 56Q (150539.730000 sec): 3 clusters
  Score: Raw -685387.332279 + Penalty 2796.691322 = -682590.640957
  nChanged 17
		SP:Iteration 57Q (150539.820000 sec): 3 clusters
  Score: Raw -685395.365414 + Penalty 2796.691322 = -682598.674092
  nChanged 12
		SP:Iteration 58Q (150539.910000 sec): 3 clusters
  Score: Raw -685402.165344 + Penalty 2796.691322 = -682605.474022
  nChanged 13
		SP:Iteration 59Q (150540.010000 sec): 3 clusters
  Score: Raw -685411.160190 + Penalty 2796.691322 = -682614.468868
  nChanged 11
		SP:Iteration 60F (150540.100000 sec): 3 clusters
  Score: Raw -685417.325534 + Penalty 2796.691322 = -682620.634212
  nChanged 10
		SP:Iteration 61Q (150540.190000 sec): 3 clusters
  Score: Raw -685422.222989 + Penalty 2796.691322 = -682625.531667
  nChanged 11
		SP:Iteration 62Q (150540.280000 sec): 3 clusters
  Score: Raw -685428.667726 + Penalty 2796.691322 = -682631.976403
  nChanged 12
		SP:Iteration 63Q (150540.370000 sec): 3 clusters
  Score: Raw -685436.596229 + Penalty 2796.691322 = -682639.904907
  nChanged 13
		SP:Iteration 64Q (150540.470000 sec): 3 clusters
  Score: Raw -685443.258161 + Penalty 2796.691322 = -682646.566838
  nChanged 11
		SP:Iteration 65Q (150540.560000 sec): 3 clusters
  Score: Raw -685450.924188 + Penalty 2796.691322 = -682654.232866
  nChanged 7
		SP:Iteration 66Q (150540.650000 sec): 3 clusters
  Score: Raw -685455.392496 + Penalty 2796.691322 = -682658.701173
  nChanged 5
		SP:Iteration 67Q (150540.740000 sec): 3 clusters
  Score: Raw -685458.690859 + Penalty 2796.691322 = -682661.999537
  nChanged 5
		SP:Iteration 68Q (150540.830000 sec): 3 clusters
  Score: Raw -685461.481547 + Penalty 2796.691322 = -682664.790225
  nChanged 7
		SP:Iteration 69Q (150540.930000 sec): 3 clusters
  Score: Raw -685466.638897 + Penalty 2796.691322 = -682669.947575
  nChanged 9
		SP:Iteration 70Q (150541.020000 sec): 3 clusters
  Score: Raw -685472.166862 + Penalty 2796.691322 = -682675.475540
  nChanged 8
		SP:Iteration 71Q (150541.110000 sec): 3 clusters
  Score: Raw -685475.508960 + Penalty 2796.691322 = -682678.817637
  nChanged 10
		SP:Iteration 72Q (150541.200000 sec): 3 clusters
  Score: Raw -685481.307740 + Penalty 2796.691322 = -682684.616418
  nChanged 6
		SP:Iteration 73Q (150541.290000 sec): 3 clusters
  Score: Raw -685486.173789 + Penalty 2796.691322 = -682689.482466
  nChanged 11
		SP:Iteration 74Q (150541.380000 sec): 3 clusters
  Score: Raw -685492.485601 + Penalty 2796.691322 = -682695.794278
  nChanged 10
		SP:Iteration 75Q (150541.470000 sec): 3 clusters
  Score: Raw -685499.422879 + Penalty 2796.691322 = -682702.731557
  nChanged 10
		SP:Iteration 76Q (150541.560000 sec): 3 clusters
  Score: Raw -685509.643386 + Penalty 2796.691322 = -682712.952063
  nChanged 12
		SP:Iteration 77Q (150541.650000 sec): 3 clusters
  Score: Raw -685516.708821 + Penalty 2796.691322 = -682720.017498
  nChanged 7
		SP:Iteration 78Q (150541.750000 sec): 3 clusters
  Score: Raw -685521.407818 + Penalty 2796.691322 = -682724.716496
  nChanged 5
		SP:Iteration 79Q (150541.830000 sec): 3 clusters
  Score: Raw -685524.225461 + Penalty 2796.691322 = -682727.534139
  nChanged 7
		SP:Iteration 80F (150541.930000 sec): 3 clusters
  Score: Raw -685527.807687 + Penalty 2796.691322 = -682731.116364
  nChanged 7
		SP:Iteration 81Q (150542.020000 sec): 3 clusters
  Score: Raw -685531.683567 + Penalty 2796.691322 = -682734.992245
  nChanged 5
		SP:Iteration 82Q (150542.110000 sec): 3 clusters
  Score: Raw -685536.409233 + Penalty 2796.691322 = -682739.717911
  nChanged 5
		SP:Iteration 83Q (150542.200000 sec): 3 clusters
  Score: Raw -685539.412166 + Penalty 2796.691322 = -682742.720844
  nChanged 4
		SP:Iteration 84Q (150542.290000 sec): 3 clusters
  Score: Raw -685541.725683 + Penalty 2796.691322 = -682745.034361
  nChanged 2
		SP:Iteration 85Q (150542.380000 sec): 3 clusters
  Score: Raw -685542.587827 + Penalty 2796.691322 = -682745.896505
  nChanged 1
		SP:Iteration 86Q (150542.470000 sec): 3 clusters
  Score: Raw -685542.873215 + Penalty 2796.691322 = -682746.181892
  nChanged 0
		SP:Iteration 87F (150542.570000 sec): 3 clusters
  Score: Raw -685542.873215 + Penalty 2796.691322 = -682746.181892
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 17 (361 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150542.620000 sec): 2 clusters
  Score: Raw -34836.309530 + Penalty 956.942668 = -33879.366862
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150542.630000 sec): 3 clusters
  Score: Raw -34915.995185 + Penalty 1913.885336 = -33002.109849
  nChanged 72
		SP:Iteration 1F (150542.640000 sec): 3 clusters
  Score: Raw -35128.806704 + Penalty 1913.885336 = -33214.921368
  nChanged 42
		SP:Iteration 2F (150542.650000 sec): 3 clusters
  Score: Raw -35264.749771 + Penalty 1913.885336 = -33350.864434
  nChanged 14
		SP:Iteration 3Q (150542.650000 sec): 3 clusters
  Score: Raw -35300.087183 + Penalty 1913.885336 = -33386.201846
  nChanged 10
		SP:Iteration 4Q (150542.660000 sec): 3 clusters
  Score: Raw -35323.813790 + Penalty 1913.885336 = -33409.928453
  nChanged 3
		SP:Iteration 5Q (150542.670000 sec): 3 clusters
  Score: Raw -35330.942035 + Penalty 1913.885336 = -33417.056698
  nChanged 2
		SP:Iteration 6Q (150542.670000 sec): 3 clusters
  Score: Raw -35334.122226 + Penalty 1913.885336 = -33420.236889
  nChanged 1
		SP:Iteration 7Q (150542.680000 sec): 3 clusters
  Score: Raw -35335.460905 + Penalty 1913.885336 = -33421.575568
  nChanged 1
		SP:Iteration 8Q (150542.690000 sec): 3 clusters
  Score: Raw -35337.721990 + Penalty 1913.885336 = -33423.836654
  nChanged 2
		SP:Iteration 9Q (150542.700000 sec): 3 clusters
  Score: Raw -35340.930471 + Penalty 1913.885336 = -33427.045135
  nChanged 2
		SP:Iteration 10Q (150542.710000 sec): 3 clusters
  Score: Raw -35344.163907 + Penalty 1913.885336 = -33430.278570
  nChanged 1
		SP:Iteration 11Q (150542.710000 sec): 3 clusters
  Score: Raw -35393.178070 + Penalty 1913.885336 = -33479.292734
  nChanged 2
		SP:Iteration 12Q (150542.720000 sec): 3 clusters
  Score: Raw -35412.071341 + Penalty 1913.885336 = -33498.186004
  nChanged 1
		SP:Iteration 13Q (150542.730000 sec): 3 clusters
  Score: Raw -35433.722043 + Penalty 1913.885336 = -33519.836707
  nChanged 1
		SP:Iteration 14Q (150542.740000 sec): 3 clusters
  Score: Raw -35434.239335 + Penalty 1913.885336 = -33520.353999
  nChanged 0
		SP:Iteration 15F (150542.750000 sec): 3 clusters
  Score: Raw -35435.907108 + Penalty 1913.885336 = -33522.021772
  nChanged 1
		SP:Iteration 16Q (150542.750000 sec): 3 clusters
  Score: Raw -35439.364387 + Penalty 1913.885336 = -33525.479050
  nChanged 1
		SP:Iteration 17Q (150542.760000 sec): 3 clusters
  Score: Raw -35443.709175 + Penalty 1913.885336 = -33529.823838
  nChanged 0
		SP:Iteration 18F (150542.770000 sec): 3 clusters
  Score: Raw -35443.709175 + Penalty 1913.885336 = -33529.823838
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 18 (9160 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150542.890000 sec): 2 clusters
  Score: Raw -1195793.400582 + Penalty 1482.422737 = -1194310.977845
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150543.040000 sec): 3 clusters
  Score: Raw -1190526.324814 + Penalty 2964.845474 = -1187561.479340
  nChanged 3985
		SP:Iteration 1F (150543.170000 sec): 3 clusters
  Score: Raw -1192628.544939 + Penalty 2964.845474 = -1189663.699466
  nChanged 581
		SP:Iteration 2F (150543.320000 sec): 3 clusters
  Score: Raw -1192859.166580 + Penalty 2964.845474 = -1189894.321106
  nChanged 464
		SP:Iteration 3F (150543.470000 sec): 3 clusters
  Score: Raw -1193036.576747 + Penalty 2964.845474 = -1190071.731273
  nChanged 371
		SP:Iteration 4Q (150543.610000 sec): 3 clusters
  Score: Raw -1193161.168603 + Penalty 2964.845474 = -1190196.323129
  nChanged 302
		SP:Iteration 5Q (150543.750000 sec): 3 clusters
  Score: Raw -1193262.489560 + Penalty 2964.845474 = -1190297.644086
  nChanged 276
		SP:Iteration 6Q (150543.890000 sec): 3 clusters
  Score: Raw -1193365.189099 + Penalty 2964.845474 = -1190400.343625
  nChanged 255
		SP:Iteration 7Q (150544.030000 sec): 3 clusters
  Score: Raw -1193456.712049 + Penalty 2964.845474 = -1190491.866576
  nChanged 269
		SP:Iteration 8Q (150544.180000 sec): 3 clusters
  Score: Raw -1193564.856135 + Penalty 2964.845474 = -1190600.010661
  nChanged 272
		SP:Iteration 9Q (150544.310000 sec): 3 clusters
  Score: Raw -1193692.279357 + Penalty 2964.845474 = -1190727.433883
  nChanged 322
		SP:Iteration 10Q (150544.450000 sec): 3 clusters
  Score: Raw -1193858.999499 + Penalty 2964.845474 = -1190894.154026
  nChanged 353
		SP:Iteration 11Q (150544.600000 sec): 3 clusters
  Score: Raw -1194065.586567 + Penalty 2964.845474 = -1191100.741093
  nChanged 394
		SP:Iteration 12Q (150544.750000 sec): 3 clusters
  Score: Raw -1194323.496108 + Penalty 2964.845474 = -1191358.650634
  nChanged 403
		SP:Iteration 13Q (150544.890000 sec): 3 clusters
  Score: Raw -1194607.154891 + Penalty 2964.845474 = -1191642.309417
  nChanged 382
		SP:Iteration 14Q (150545.020000 sec): 3 clusters
  Score: Raw -1194904.696796 + Penalty 2964.845474 = -1191939.851322
  nChanged 360
		SP:Iteration 15Q (150545.160000 sec): 3 clusters
  Score: Raw -1195202.103218 + Penalty 2964.845474 = -1192237.257744
  nChanged 276
		SP:Iteration 16Q (150545.300000 sec): 3 clusters
  Score: Raw -1195428.409589 + Penalty 2964.845474 = -1192463.564116
  nChanged 181
		SP:Iteration 17Q (150545.450000 sec): 3 clusters
  Score: Raw -1195576.803853 + Penalty 2964.845474 = -1192611.958380
  nChanged 128
		SP:Iteration 18Q (150545.590000 sec): 3 clusters
  Score: Raw -1195698.775049 + Penalty 2964.845474 = -1192733.929575
  nChanged 94
		SP:Iteration 19Q (150545.720000 sec): 3 clusters
  Score: Raw -1195799.294643 + Penalty 2964.845474 = -1192834.449169
  nChanged 53
		SP:Iteration 20F (150545.860000 sec): 3 clusters
  Score: Raw -1195857.588310 + Penalty 2964.845474 = -1192892.742837
  nChanged 34
		SP:Iteration 21Q (150546.000000 sec): 3 clusters
  Score: Raw -1195895.884640 + Penalty 2964.845474 = -1192931.039167
  nChanged 22
		SP:Iteration 22Q (150546.140000 sec): 3 clusters
  Score: Raw -1195920.631979 + Penalty 2964.845474 = -1192955.786506
  nChanged 9
		SP:Iteration 23Q (150546.290000 sec): 3 clusters
  Score: Raw -1195934.094156 + Penalty 2964.845474 = -1192969.248682
  nChanged 11
		SP:Iteration 24Q (150546.420000 sec): 3 clusters
  Score: Raw -1195952.664505 + Penalty 2964.845474 = -1192987.819031
  nChanged 7
		SP:Iteration 25Q (150546.560000 sec): 3 clusters
  Score: Raw -1195960.457399 + Penalty 2964.845474 = -1192995.611925
  nChanged 7
		SP:Iteration 26Q (150546.700000 sec): 3 clusters
  Score: Raw -1195966.300060 + Penalty 2964.845474 = -1193001.454587
  nChanged 1
		SP:Iteration 27Q (150546.850000 sec): 3 clusters
  Score: Raw -1195967.530521 + Penalty 2964.845474 = -1193002.685047
  nChanged 0
		SP:Iteration 28F (150546.990000 sec): 3 clusters
  Score: Raw -1195967.530521 + Penalty 2964.845474 = -1193002.685047
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 19 (5145 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150547.070000 sec): 2 clusters
  Score: Raw -609564.625290 + Penalty 1388.689355 = -608175.935935
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150547.200000 sec): 3 clusters
  Score: Raw -606910.869733 + Penalty 2777.378711 = -604133.491022
  nChanged 2055
		SP:Iteration 1F (150547.290000 sec): 3 clusters
  Score: Raw -608123.854111 + Penalty 2777.378711 = -605346.475401
  nChanged 388
		SP:Iteration 2F (150547.380000 sec): 3 clusters
  Score: Raw -608355.007079 + Penalty 2777.378711 = -605577.628368
  nChanged 284
		SP:Iteration 3F (150547.470000 sec): 3 clusters
  Score: Raw -608510.166436 + Penalty 2777.378711 = -605732.787726
  nChanged 222
		SP:Iteration 4Q (150547.560000 sec): 3 clusters
  Score: Raw -608627.841508 + Penalty 2777.378711 = -605850.462798
  nChanged 202
		SP:Iteration 5Q (150547.650000 sec): 3 clusters
  Score: Raw -608749.378839 + Penalty 2777.378711 = -605972.000129
  nChanged 175
		SP:Iteration 6Q (150547.740000 sec): 3 clusters
  Score: Raw -608844.796493 + Penalty 2777.378711 = -606067.417782
  nChanged 150
		SP:Iteration 7Q (150547.830000 sec): 3 clusters
  Score: Raw -608938.373696 + Penalty 2777.378711 = -606160.994986
  nChanged 150
		SP:Iteration 8Q (150547.920000 sec): 3 clusters
  Score: Raw -609046.951290 + Penalty 2777.378711 = -606269.572579
  nChanged 149
		SP:Iteration 9Q (150548.010000 sec): 3 clusters
  Score: Raw -609135.407299 + Penalty 2777.378711 = -606358.028588
  nChanged 124
		SP:Iteration 10Q (150548.100000 sec): 3 clusters
  Score: Raw -609215.892872 + Penalty 2777.378711 = -606438.514161
  nChanged 137
		SP:Iteration 11Q (150548.190000 sec): 3 clusters
  Score: Raw -609310.635641 + Penalty 2777.378711 = -606533.256930
  nChanged 120
		SP:Iteration 12Q (150548.280000 sec): 3 clusters
  Score: Raw -609385.264390 + Penalty 2777.378711 = -606607.885680
  nChanged 114
		SP:Iteration 13Q (150548.370000 sec): 3 clusters
  Score: Raw -609459.027622 + Penalty 2777.378711 = -606681.648911
  nChanged 97
		SP:Iteration 14Q (150548.460000 sec): 3 clusters
  Score: Raw -609520.471493 + Penalty 2777.378711 = -606743.092782
  nChanged 76
		SP:Iteration 15Q (150548.550000 sec): 3 clusters
  Score: Raw -609568.487033 + Penalty 2777.378711 = -606791.108322
  nChanged 67
		SP:Iteration 16Q (150548.630000 sec): 3 clusters
  Score: Raw -609621.000586 + Penalty 2777.378711 = -606843.621875
  nChanged 60
		SP:Iteration 17Q (150548.710000 sec): 3 clusters
  Score: Raw -609673.097820 + Penalty 2777.378711 = -606895.719110
  nChanged 46
		SP:Iteration 18Q (150548.800000 sec): 3 clusters
  Score: Raw -609715.664787 + Penalty 2777.378711 = -606938.286076
  nChanged 40
		SP:Iteration 19Q (150548.890000 sec): 3 clusters
  Score: Raw -609744.514423 + Penalty 2777.378711 = -606967.135713
  nChanged 32
		SP:Iteration 20F (150548.980000 sec): 3 clusters
  Score: Raw -609766.115469 + Penalty 2777.378711 = -606988.736758
  nChanged 28
		SP:Iteration 21Q (150549.070000 sec): 3 clusters
  Score: Raw -609786.735450 + Penalty 2777.378711 = -607009.356739
  nChanged 15
		SP:Iteration 22Q (150549.150000 sec): 3 clusters
  Score: Raw -609798.288756 + Penalty 2777.378711 = -607020.910045
  nChanged 9
		SP:Iteration 23Q (150549.240000 sec): 3 clusters
  Score: Raw -609803.065084 + Penalty 2777.378711 = -607025.686374
  nChanged 7
		SP:Iteration 24Q (150549.320000 sec): 3 clusters
  Score: Raw -609808.214028 + Penalty 2777.378711 = -607030.835317
  nChanged 4
		SP:Iteration 25Q (150549.410000 sec): 3 clusters
  Score: Raw -609810.778013 + Penalty 2777.378711 = -607033.399302
  nChanged 4
		SP:Iteration 26Q (150549.490000 sec): 3 clusters
  Score: Raw -609813.238292 + Penalty 2777.378711 = -607035.859582
  nChanged 4
		SP:Iteration 27Q (150549.580000 sec): 3 clusters
  Score: Raw -609817.443564 + Penalty 2777.378711 = -607040.064854
  nChanged 6
		SP:Iteration 28Q (150549.670000 sec): 3 clusters
  Score: Raw -609821.416438 + Penalty 2777.378711 = -607044.037727
  nChanged 3
		SP:Iteration 29Q (150549.750000 sec): 3 clusters
  Score: Raw -609822.790052 + Penalty 2777.378711 = -607045.411342
  nChanged 1
		SP:Iteration 30Q (150549.840000 sec): 3 clusters
  Score: Raw -609823.129903 + Penalty 2777.378711 = -607045.751192
  nChanged 0
		SP:Iteration 31F (150549.930000 sec): 3 clusters
  Score: Raw -609823.129903 + Penalty 2777.378711 = -607045.751192
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 20 (5709 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150550.010000 sec): 2 clusters
  Score: Raw -610248.433473 + Penalty 1405.592363 = -608842.841110
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150550.120000 sec): 3 clusters
  Score: Raw -607257.622894 + Penalty 2811.184726 = -604446.438168
  nChanged 2382
		SP:Iteration 1F (150550.220000 sec): 3 clusters
  Score: Raw -608888.512586 + Penalty 2811.184726 = -606077.327860
  nChanged 546
		SP:Iteration 2F (150550.320000 sec): 3 clusters
  Score: Raw -609378.631348 + Penalty 2811.184726 = -606567.446622
  nChanged 414
		SP:Iteration 3F (150550.410000 sec): 3 clusters
  Score: Raw -609719.035787 + Penalty 2811.184726 = -606907.851062
  nChanged 356
		SP:Iteration 4F (150550.510000 sec): 3 clusters
  Score: Raw -609979.297672 + Penalty 2811.184726 = -607168.112946
  nChanged 283
		SP:Iteration 5Q (150550.610000 sec): 3 clusters
  Score: Raw -610168.941750 + Penalty 2811.184726 = -607357.757024
  nChanged 228
		SP:Iteration 6Q (150550.710000 sec): 3 clusters
  Score: Raw -610339.931152 + Penalty 2811.184726 = -607528.746427
  nChanged 210
		SP:Iteration 7Q (150550.800000 sec): 3 clusters
  Score: Raw -610496.180888 + Penalty 2811.184726 = -607684.996163
  nChanged 205
		SP:Iteration 8Q (150550.900000 sec): 3 clusters
  Score: Raw -610641.129737 + Penalty 2811.184726 = -607829.945011
  nChanged 163
		SP:Iteration 9Q (150550.990000 sec): 3 clusters
  Score: Raw -610765.696925 + Penalty 2811.184726 = -607954.512199
  nChanged 171
		SP:Iteration 10Q (150551.090000 sec): 3 clusters
  Score: Raw -610893.935033 + Penalty 2811.184726 = -608082.750307
  nChanged 159
		SP:Iteration 11Q (150551.190000 sec): 3 clusters
  Score: Raw -610991.892202 + Penalty 2811.184726 = -608180.707477
  nChanged 119
		SP:Iteration 12Q (150551.280000 sec): 3 clusters
  Score: Raw -611046.113613 + Penalty 2811.184726 = -608234.928888
  nChanged 91
		SP:Iteration 13Q (150551.380000 sec): 3 clusters
  Score: Raw -611084.226474 + Penalty 2811.184726 = -608273.041748
  nChanged 77
		SP:Iteration 14Q (150551.470000 sec): 3 clusters
  Score: Raw -611117.411943 + Penalty 2811.184726 = -608306.227217
  nChanged 67
		SP:Iteration 15Q (150551.570000 sec): 3 clusters
  Score: Raw -611146.135964 + Penalty 2811.184726 = -608334.951238
  nChanged 65
		SP:Iteration 16Q (150551.660000 sec): 3 clusters
  Score: Raw -611172.442711 + Penalty 2811.184726 = -608361.257985
  nChanged 60
		SP:Iteration 17Q (150551.750000 sec): 3 clusters
  Score: Raw -611195.924813 + Penalty 2811.184726 = -608384.740087
  nChanged 61
		SP:Iteration 18Q (150551.850000 sec): 3 clusters
  Score: Raw -611214.908304 + Penalty 2811.184726 = -608403.723578
  nChanged 42
		SP:Iteration 19Q (150551.940000 sec): 3 clusters
  Score: Raw -611228.927790 + Penalty 2811.184726 = -608417.743064
  nChanged 43
		SP:Iteration 20F (150552.040000 sec): 3 clusters
  Score: Raw -611243.278117 + Penalty 2811.184726 = -608432.093391
  nChanged 41
		SP:Iteration 21Q (150552.130000 sec): 3 clusters
  Score: Raw -611254.598864 + Penalty 2811.184726 = -608443.414139
  nChanged 36
		SP:Iteration 22Q (150552.230000 sec): 3 clusters
  Score: Raw -611261.964362 + Penalty 2811.184726 = -608450.779636
  nChanged 29
		SP:Iteration 23Q (150552.320000 sec): 3 clusters
  Score: Raw -611269.205162 + Penalty 2811.184726 = -608458.020437
  nChanged 28
		SP:Iteration 24Q (150552.410000 sec): 3 clusters
  Score: Raw -611277.228105 + Penalty 2811.184726 = -608466.043379
  nChanged 25
		SP:Iteration 25Q (150552.510000 sec): 3 clusters
  Score: Raw -611283.949298 + Penalty 2811.184726 = -608472.764572
  nChanged 22
		SP:Iteration 26Q (150552.610000 sec): 3 clusters
  Score: Raw -611287.435899 + Penalty 2811.184726 = -608476.251174
  nChanged 14
		SP:Iteration 27Q (150552.700000 sec): 3 clusters
  Score: Raw -611289.787123 + Penalty 2811.184726 = -608478.602398
  nChanged 16
		SP:Iteration 28Q (150552.790000 sec): 3 clusters
  Score: Raw -611293.428326 + Penalty 2811.184726 = -608482.243601
  nChanged 19
		SP:Iteration 29Q (150552.890000 sec): 3 clusters
  Score: Raw -611297.945655 + Penalty 2811.184726 = -608486.760929
  nChanged 20
		SP:Iteration 30Q (150552.980000 sec): 3 clusters
  Score: Raw -611302.657170 + Penalty 2811.184726 = -608491.472444
  nChanged 17
		SP:Iteration 31Q (150553.070000 sec): 3 clusters
  Score: Raw -611305.829554 + Penalty 2811.184726 = -608494.644828
  nChanged 9
		SP:Iteration 32Q (150553.170000 sec): 3 clusters
  Score: Raw -611307.349152 + Penalty 2811.184726 = -608496.164427
  nChanged 9
		SP:Iteration 33Q (150553.260000 sec): 3 clusters
  Score: Raw -611309.239271 + Penalty 2811.184726 = -608498.054545
  nChanged 14
		SP:Iteration 34Q (150553.360000 sec): 3 clusters
  Score: Raw -611312.044797 + Penalty 2811.184726 = -608500.860072
  nChanged 8
		SP:Iteration 35Q (150553.450000 sec): 3 clusters
  Score: Raw -611313.180360 + Penalty 2811.184726 = -608501.995634
  nChanged 6
		SP:Iteration 36Q (150553.540000 sec): 3 clusters
  Score: Raw -611314.424447 + Penalty 2811.184726 = -608503.239721
  nChanged 6
		SP:Iteration 37Q (150553.640000 sec): 3 clusters
  Score: Raw -611315.513787 + Penalty 2811.184726 = -608504.329061
  nChanged 4
		SP:Iteration 38Q (150553.730000 sec): 3 clusters
  Score: Raw -611316.153683 + Penalty 2811.184726 = -608504.968958
  nChanged 3
		SP:Iteration 39Q (150553.830000 sec): 3 clusters
  Score: Raw -611316.932027 + Penalty 2811.184726 = -608505.747302
  nChanged 4
		SP:Iteration 40F (150553.920000 sec): 3 clusters
  Score: Raw -611317.566055 + Penalty 2811.184726 = -608506.381329
  nChanged 5
		SP:Iteration 41Q (150554.020000 sec): 3 clusters
  Score: Raw -611318.555978 + Penalty 2811.184726 = -608507.371252
  nChanged 7
		SP:Iteration 42Q (150554.110000 sec): 3 clusters
  Score: Raw -611319.712254 + Penalty 2811.184726 = -608508.527528
  nChanged 8
		SP:Iteration 43Q (150554.200000 sec): 3 clusters
  Score: Raw -611321.076655 + Penalty 2811.184726 = -608509.891929
  nChanged 7
		SP:Iteration 44Q (150554.300000 sec): 3 clusters
  Score: Raw -611322.777846 + Penalty 2811.184726 = -608511.593120
  nChanged 7
		SP:Iteration 45Q (150554.390000 sec): 3 clusters
  Score: Raw -611324.341373 + Penalty 2811.184726 = -608513.156648
  nChanged 9
		SP:Iteration 46Q (150554.490000 sec): 3 clusters
  Score: Raw -611325.864249 + Penalty 2811.184726 = -608514.679524
  nChanged 6
		SP:Iteration 47Q (150554.580000 sec): 3 clusters
  Score: Raw -611326.663489 + Penalty 2811.184726 = -608515.478763
  nChanged 3
		SP:Iteration 48Q (150554.670000 sec): 3 clusters
  Score: Raw -611327.192027 + Penalty 2811.184726 = -608516.007302
  nChanged 6
		SP:Iteration 49Q (150554.770000 sec): 3 clusters
  Score: Raw -611328.246833 + Penalty 2811.184726 = -608517.062108
  nChanged 3
		SP:Iteration 50Q (150554.860000 sec): 3 clusters
  Score: Raw -611328.766154 + Penalty 2811.184726 = -608517.581428
  nChanged 2
		SP:Iteration 51Q (150554.950000 sec): 3 clusters
  Score: Raw -611329.234213 + Penalty 2811.184726 = -608518.049487
  nChanged 5
		SP:Iteration 52Q (150555.050000 sec): 3 clusters
  Score: Raw -611330.692274 + Penalty 2811.184726 = -608519.507549
  nChanged 3
		SP:Iteration 53Q (150555.140000 sec): 3 clusters
  Score: Raw -611331.776676 + Penalty 2811.184726 = -608520.591950
  nChanged 6
		SP:Iteration 54Q (150555.230000 sec): 3 clusters
  Score: Raw -611333.126758 + Penalty 2811.184726 = -608521.942032
  nChanged 6
		SP:Iteration 55Q (150555.330000 sec): 3 clusters
  Score: Raw -611334.428266 + Penalty 2811.184726 = -608523.243541
  nChanged 10
		SP:Iteration 56Q (150555.420000 sec): 3 clusters
  Score: Raw -611336.661600 + Penalty 2811.184726 = -608525.476874
  nChanged 5
		SP:Iteration 57Q (150555.510000 sec): 3 clusters
  Score: Raw -611337.353260 + Penalty 2811.184726 = -608526.168534
  nChanged 6
		SP:Iteration 58Q (150555.610000 sec): 3 clusters
  Score: Raw -611338.314923 + Penalty 2811.184726 = -608527.130198
  nChanged 5
		SP:Iteration 59Q (150555.710000 sec): 3 clusters
  Score: Raw -611338.874546 + Penalty 2811.184726 = -608527.689821
  nChanged 2
		SP:Iteration 60F (150555.800000 sec): 3 clusters
  Score: Raw -611339.184482 + Penalty 2811.184726 = -608527.999756
  nChanged 5
		SP:Iteration 61Q (150555.890000 sec): 3 clusters
  Score: Raw -611340.056667 + Penalty 2811.184726 = -608528.871941
  nChanged 3
		SP:Iteration 62Q (150555.990000 sec): 3 clusters
  Score: Raw -611340.815492 + Penalty 2811.184726 = -608529.630766
  nChanged 2
		SP:Iteration 63Q (150556.090000 sec): 3 clusters
  Score: Raw -611340.964079 + Penalty 2811.184726 = -608529.779353
  nChanged 0
		SP:Iteration 64F (150556.180000 sec): 3 clusters
  Score: Raw -611340.964079 + Penalty 2811.184726 = -608529.779353
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 21 (11005 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150556.310000 sec): 2 clusters
  Score: Raw -1288288.994676 + Penalty 1512.242062 = -1286776.752614
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150556.470000 sec): 3 clusters
  Score: Raw -1281883.452623 + Penalty 3024.484123 = -1278858.968500
  nChanged 4823
		SP:Iteration 1F (150556.640000 sec): 3 clusters
  Score: Raw -1284616.248170 + Penalty 3024.484123 = -1281591.764047
  nChanged 745
		SP:Iteration 2F (150556.780000 sec): 3 clusters
  Score: Raw -1284997.137281 + Penalty 3024.484123 = -1281972.653158
  nChanged 680
		SP:Iteration 3F (150556.950000 sec): 3 clusters
  Score: Raw -1285341.830481 + Penalty 3024.484123 = -1282317.346358
  nChanged 626
		SP:Iteration 4F (150557.100000 sec): 3 clusters
  Score: Raw -1285669.866627 + Penalty 3024.484123 = -1282645.382504
  nChanged 615
		SP:Iteration 5F (150557.260000 sec): 3 clusters
  Score: Raw -1285982.926521 + Penalty 3024.484123 = -1282958.442398
  nChanged 539
		SP:Iteration 6Q (150557.420000 sec): 3 clusters
  Score: Raw -1286242.322269 + Penalty 3024.484123 = -1283217.838146
  nChanged 479
		SP:Iteration 7Q (150557.570000 sec): 3 clusters
  Score: Raw -1286465.283462 + Penalty 3024.484123 = -1283440.799339
  nChanged 429
		SP:Iteration 8Q (150557.750000 sec): 3 clusters
  Score: Raw -1286664.673974 + Penalty 3024.484123 = -1283640.189851
  nChanged 348
		SP:Iteration 9Q (150557.900000 sec): 3 clusters
  Score: Raw -1286813.585614 + Penalty 3024.484123 = -1283789.101491
  nChanged 294
		SP:Iteration 10Q (150558.070000 sec): 3 clusters
  Score: Raw -1286949.873755 + Penalty 3024.484123 = -1283925.389632
  nChanged 245
		SP:Iteration 11Q (150558.220000 sec): 3 clusters
  Score: Raw -1287074.313032 + Penalty 3024.484123 = -1284049.828909
  nChanged 244
		SP:Iteration 12Q (150558.380000 sec): 3 clusters
  Score: Raw -1287236.053975 + Penalty 3024.484123 = -1284211.569852
  nChanged 238
		SP:Iteration 13Q (150558.560000 sec): 3 clusters
  Score: Raw -1287402.334064 + Penalty 3024.484123 = -1284377.849941
  nChanged 241
		SP:Iteration 14Q (150558.710000 sec): 3 clusters
  Score: Raw -1287601.048691 + Penalty 3024.484123 = -1284576.564568
  nChanged 242
		SP:Iteration 15Q (150558.870000 sec): 3 clusters
  Score: Raw -1287795.431002 + Penalty 3024.484123 = -1284770.946879
  nChanged 210
		SP:Iteration 16Q (150559.010000 sec): 3 clusters
  Score: Raw -1287966.183085 + Penalty 3024.484123 = -1284941.698962
  nChanged 176
		SP:Iteration 17Q (150559.170000 sec): 3 clusters
  Score: Raw -1288095.758100 + Penalty 3024.484123 = -1285071.273977
  nChanged 138
		SP:Iteration 18Q (150559.340000 sec): 3 clusters
  Score: Raw -1288179.731293 + Penalty 3024.484123 = -1285155.247170
  nChanged 102
		SP:Iteration 19Q (150559.480000 sec): 3 clusters
  Score: Raw -1288237.415653 + Penalty 3024.484123 = -1285212.931530
  nChanged 95
		SP:Iteration 20F (150559.640000 sec): 3 clusters
  Score: Raw -1288298.920209 + Penalty 3024.484123 = -1285274.436086
  nChanged 76
		SP:Iteration 21Q (150559.790000 sec): 3 clusters
  Score: Raw -1288343.077827 + Penalty 3024.484123 = -1285318.593704
  nChanged 62
		SP:Iteration 22Q (150559.930000 sec): 3 clusters
  Score: Raw -1288372.036229 + Penalty 3024.484123 = -1285347.552106
  nChanged 51
		SP:Iteration 23Q (150560.100000 sec): 3 clusters
  Score: Raw -1288394.736688 + Penalty 3024.484123 = -1285370.252564
  nChanged 31
		SP:Iteration 24Q (150560.240000 sec): 3 clusters
  Score: Raw -1288406.430167 + Penalty 3024.484123 = -1285381.946044
  nChanged 22
		SP:Iteration 25Q (150560.380000 sec): 3 clusters
  Score: Raw -1288414.323291 + Penalty 3024.484123 = -1285389.839168
  nChanged 37
		SP:Iteration 26Q (150560.550000 sec): 3 clusters
  Score: Raw -1288429.775863 + Penalty 3024.484123 = -1285405.291740
  nChanged 34
		SP:Iteration 27Q (150560.700000 sec): 3 clusters
  Score: Raw -1288444.497576 + Penalty 3024.484123 = -1285420.013453
  nChanged 37
		SP:Iteration 28Q (150560.840000 sec): 3 clusters
  Score: Raw -1288459.085732 + Penalty 3024.484123 = -1285434.601609
  nChanged 25
		SP:Iteration 29Q (150561.010000 sec): 3 clusters
  Score: Raw -1288470.642878 + Penalty 3024.484123 = -1285446.158755
  nChanged 32
		SP:Iteration 30Q (150561.200000 sec): 3 clusters
  Score: Raw -1288492.078391 + Penalty 3024.484123 = -1285467.594268
  nChanged 35
		SP:Iteration 31Q (150561.340000 sec): 3 clusters
  Score: Raw -1288510.274392 + Penalty 3024.484123 = -1285485.790268
  nChanged 31
		SP:Iteration 32Q (150561.480000 sec): 3 clusters
  Score: Raw -1288523.960570 + Penalty 3024.484123 = -1285499.476447
  nChanged 22
		SP:Iteration 33Q (150561.610000 sec): 3 clusters
  Score: Raw -1288531.462395 + Penalty 3024.484123 = -1285506.978272
  nChanged 17
		SP:Iteration 34Q (150561.780000 sec): 3 clusters
  Score: Raw -1288538.989779 + Penalty 3024.484123 = -1285514.505656
  nChanged 22
		SP:Iteration 35Q (150561.920000 sec): 3 clusters
  Score: Raw -1288545.543051 + Penalty 3024.484123 = -1285521.058928
  nChanged 12
		SP:Iteration 36Q (150562.060000 sec): 3 clusters
  Score: Raw -1288548.877703 + Penalty 3024.484123 = -1285524.393580
  nChanged 6
		SP:Iteration 37Q (150562.230000 sec): 3 clusters
  Score: Raw -1288550.456963 + Penalty 3024.484123 = -1285525.972840
  nChanged 8
		SP:Iteration 38Q (150562.400000 sec): 3 clusters
  Score: Raw -1288552.988380 + Penalty 3024.484123 = -1285528.504257
  nChanged 5
		SP:Iteration 39Q (150562.530000 sec): 3 clusters
  Score: Raw -1288554.456681 + Penalty 3024.484123 = -1285529.972558
  nChanged 4
		SP:Iteration 40F (150562.700000 sec): 3 clusters
  Score: Raw -1288555.765093 + Penalty 3024.484123 = -1285531.280970
  nChanged 3
		SP:Iteration 41Q (150562.840000 sec): 3 clusters
  Score: Raw -1288557.135634 + Penalty 3024.484123 = -1285532.651511
  nChanged 5
		SP:Iteration 42Q (150562.980000 sec): 3 clusters
  Score: Raw -1288558.605806 + Penalty 3024.484123 = -1285534.121683
  nChanged 1
		SP:Iteration 43Q (150563.150000 sec): 3 clusters
  Score: Raw -1288558.938066 + Penalty 3024.484123 = -1285534.453943
  nChanged 0
		SP:Iteration 44F (150563.300000 sec): 3 clusters
  Score: Raw -1288558.938066 + Penalty 3024.484123 = -1285534.453943
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 22 (29607 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150563.620000 sec): 2 clusters
  Score: Raw -3548595.754393 + Penalty 1673.061991 = -3546922.692402
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150564.010000 sec): 3 clusters
  Score: Raw -3530427.181286 + Penalty 3346.123982 = -3527081.057304
  nChanged 13567
		SP:Iteration 1F (150564.360000 sec): 3 clusters
  Score: Raw -3537841.070730 + Penalty 3346.123982 = -3534494.946748
  nChanged 1313
		SP:Iteration 2Q (150564.750000 sec): 3 clusters
  Score: Raw -3538272.642465 + Penalty 3346.123982 = -3534926.518483
  nChanged 1289
		SP:Iteration 3Q (150565.130000 sec): 3 clusters
  Score: Raw -3538713.703255 + Penalty 3346.123982 = -3535367.579273
  nChanged 1272
		SP:Iteration 4Q (150565.480000 sec): 3 clusters
  Score: Raw -3539150.764247 + Penalty 3346.123982 = -3535804.640265
  nChanged 1253
		SP:Iteration 5Q (150565.840000 sec): 3 clusters
  Score: Raw -3539640.746149 + Penalty 3346.123982 = -3536294.622167
  nChanged 1374
		SP:Iteration 6Q (150566.230000 sec): 3 clusters
  Score: Raw -3540272.941672 + Penalty 3346.123982 = -3536926.817690
  nChanged 1618
		SP:Iteration 7F (150566.610000 sec): 3 clusters
  Score: Raw -3541208.624644 + Penalty 3346.123982 = -3537862.500662
  nChanged 1846
		SP:Iteration 8F (150567.000000 sec): 3 clusters
  Score: Raw -3542505.506033 + Penalty 3346.123982 = -3539159.382051
  nChanged 1901
		SP:Iteration 9F (150567.400000 sec): 3 clusters
  Score: Raw -3543980.809636 + Penalty 3346.123982 = -3540634.685654
  nChanged 1721
		SP:Iteration 10F (150567.760000 sec): 3 clusters
  Score: Raw -3545433.663841 + Penalty 3346.123982 = -3542087.539859
  nChanged 1381
		SP:Iteration 11Q (150568.110000 sec): 3 clusters
  Score: Raw -3546608.962449 + Penalty 3346.123982 = -3543262.838467
  nChanged 1014
		SP:Iteration 12Q (150568.450000 sec): 3 clusters
  Score: Raw -3547488.481949 + Penalty 3346.123982 = -3544142.357967
  nChanged 670
		SP:Iteration 13Q (150568.780000 sec): 3 clusters
  Score: Raw -3548059.592710 + Penalty 3346.123982 = -3544713.468728
  nChanged 367
		SP:Iteration 14Q (150569.090000 sec): 3 clusters
  Score: Raw -3548362.611417 + Penalty 3346.123982 = -3545016.487435
  nChanged 227
		SP:Iteration 15Q (150569.400000 sec): 3 clusters
  Score: Raw -3548547.368312 + Penalty 3346.123982 = -3545201.244329
  nChanged 114
		SP:Iteration 16Q (150569.740000 sec): 3 clusters
  Score: Raw -3548646.274301 + Penalty 3346.123982 = -3545300.150319
  nChanged 71
		SP:Iteration 17Q (150570.060000 sec): 3 clusters
  Score: Raw -3548706.569757 + Penalty 3346.123982 = -3545360.445775
  nChanged 38
		SP:Iteration 18Q (150570.390000 sec): 3 clusters
  Score: Raw -3548750.197992 + Penalty 3346.123982 = -3545404.074010
  nChanged 28
		SP:Iteration 19Q (150570.710000 sec): 3 clusters
  Score: Raw -3548779.303390 + Penalty 3346.123982 = -3545433.179408
  nChanged 24
		SP:Iteration 20F (150571.120000 sec): 3 clusters
  Score: Raw -3548800.345775 + Penalty 3346.123982 = -3545454.221793
  nChanged 15
		SP:Iteration 21Q (150571.420000 sec): 3 clusters
  Score: Raw -3548814.811620 + Penalty 3346.123982 = -3545468.687638
  nChanged 4
		SP:Iteration 22Q (150571.740000 sec): 3 clusters
  Score: Raw -3548818.472882 + Penalty 3346.123982 = -3545472.348899
  nChanged 3
		SP:Iteration 23Q (150572.060000 sec): 3 clusters
  Score: Raw -3548820.340159 + Penalty 3346.123982 = -3545474.216177
  nChanged 2
		SP:Iteration 24Q (150572.410000 sec): 3 clusters
  Score: Raw -3548822.709681 + Penalty 3346.123982 = -3545476.585699
  nChanged 3
		SP:Iteration 25Q (150572.740000 sec): 3 clusters
  Score: Raw -3548824.556032 + Penalty 3346.123982 = -3545478.432050
  nChanged 4
		SP:Iteration 26Q (150573.090000 sec): 3 clusters
  Score: Raw -3548826.120896 + Penalty 3346.123982 = -3545479.996914
  nChanged 1
		SP:Iteration 27Q (150573.410000 sec): 3 clusters
  Score: Raw -3548826.556755 + Penalty 3346.123982 = -3545480.432773
  nChanged 1
		SP:Iteration 28Q (150573.760000 sec): 3 clusters
  Score: Raw -3548827.594260 + Penalty 3346.123982 = -3545481.470278
  nChanged 1
		SP:Iteration 29Q (150574.080000 sec): 3 clusters
  Score: Raw -3548828.587719 + Penalty 3346.123982 = -3545482.463737
  nChanged 1
		SP:Iteration 30Q (150574.420000 sec): 3 clusters
  Score: Raw -3548829.661612 + Penalty 3346.123982 = -3545483.537630
  nChanged 1
		SP:Iteration 31Q (150574.750000 sec): 3 clusters
  Score: Raw -3548830.948934 + Penalty 3346.123982 = -3545484.824952
  nChanged 1
		SP:Iteration 32Q (150575.100000 sec): 3 clusters
  Score: Raw -3548831.197316 + Penalty 3346.123982 = -3545485.073333
  nChanged 0
		SP:Iteration 33F (150575.500000 sec): 3 clusters
  Score: Raw -3548831.197316 + Penalty 3346.123982 = -3545485.073333
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 23 (66722 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150575.960000 sec): 2 clusters
  Score: Raw -8292191.469595 + Penalty 1805.097127 = -8290386.372468
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150576.580000 sec): 3 clusters
  Score: Raw -8249491.283540 + Penalty 3610.194254 = -8245881.089286
  nChanged 31484
		SP:Iteration 1F (150577.160000 sec): 3 clusters
  Score: Raw -8267414.152208 + Penalty 3610.194254 = -8263803.957954
  nChanged 2452
		SP:Iteration 2Q (150577.770000 sec): 3 clusters
  Score: Raw -8268047.036136 + Penalty 3610.194254 = -8264436.841882
  nChanged 2445
		SP:Iteration 3Q (150578.380000 sec): 3 clusters
  Score: Raw -8268726.283407 + Penalty 3610.194254 = -8265116.089153
  nChanged 2495
		SP:Iteration 4Q (150579.010000 sec): 3 clusters
  Score: Raw -8269417.562409 + Penalty 3610.194254 = -8265807.368155
  nChanged 2503
		SP:Iteration 5Q (150579.590000 sec): 3 clusters
  Score: Raw -8270148.850156 + Penalty 3610.194254 = -8266538.655902
  nChanged 2715
		SP:Iteration 6Q (150580.180000 sec): 3 clusters
  Score: Raw -8271066.648719 + Penalty 3610.194254 = -8267456.454465
  nChanged 3139
		SP:Iteration 7Q (150580.810000 sec): 3 clusters
  Score: Raw -8272341.685836 + Penalty 3610.194254 = -8268731.491582
  nChanged 3683
		SP:Iteration 8F (150581.390000 sec): 3 clusters
  Score: Raw -8274171.615787 + Penalty 3610.194254 = -8270561.421533
  nChanged 4051
		SP:Iteration 9F (150582.010000 sec): 3 clusters
  Score: Raw -8276503.613754 + Penalty 3610.194254 = -8272893.419500
  nChanged 4281
		SP:Iteration 10F (150582.610000 sec): 3 clusters
  Score: Raw -8279149.453556 + Penalty 3610.194254 = -8275539.259302
  nChanged 3927
		SP:Iteration 11F (150583.240000 sec): 3 clusters
  Score: Raw -8281608.405585 + Penalty 3610.194254 = -8277998.211331
  nChanged 3442
		SP:Iteration 12F (150583.840000 sec): 3 clusters
  Score: Raw -8283898.997270 + Penalty 3610.194254 = -8280288.803016
  nChanged 3122
		SP:Iteration 13Q (150584.470000 sec): 3 clusters
  Score: Raw -8286236.645600 + Penalty 3610.194254 = -8282626.451346
  nChanged 2752
		SP:Iteration 14Q (150585.070000 sec): 3 clusters
  Score: Raw -8288505.449745 + Penalty 3610.194254 = -8284895.255491
  nChanged 2028
		SP:Iteration 15Q (150585.650000 sec): 3 clusters
  Score: Raw -8290253.061265 + Penalty 3610.194254 = -8286642.867011
  nChanged 1279
		SP:Iteration 16Q (150586.250000 sec): 3 clusters
  Score: Raw -8291371.524996 + Penalty 3610.194254 = -8287761.330742
  nChanged 675
		SP:Iteration 17Q (150586.800000 sec): 3 clusters
  Score: Raw -8291957.868750 + Penalty 3610.194254 = -8288347.674496
  nChanged 292
		SP:Iteration 18Q (150587.340000 sec): 3 clusters
  Score: Raw -8292203.716051 + Penalty 3610.194254 = -8288593.521797
  nChanged 135
		SP:Iteration 19Q (150587.900000 sec): 3 clusters
  Score: Raw -8292317.498423 + Penalty 3610.194254 = -8288707.304169
  nChanged 62
		SP:Iteration 20F (150588.500000 sec): 3 clusters
  Score: Raw -8292379.554667 + Penalty 3610.194254 = -8288769.360412
  nChanged 39
		SP:Iteration 21Q (150589.050000 sec): 3 clusters
  Score: Raw -8292413.472828 + Penalty 3610.194254 = -8288803.278574
  nChanged 28
		SP:Iteration 22Q (150589.600000 sec): 3 clusters
  Score: Raw -8292435.948264 + Penalty 3610.194254 = -8288825.754010
  nChanged 15
		SP:Iteration 23Q (150590.140000 sec): 3 clusters
  Score: Raw -8292450.393620 + Penalty 3610.194254 = -8288840.199366
  nChanged 12
		SP:Iteration 24Q (150590.700000 sec): 3 clusters
  Score: Raw -8292461.414679 + Penalty 3610.194254 = -8288851.220425
  nChanged 11
		SP:Iteration 25Q (150591.250000 sec): 3 clusters
  Score: Raw -8292471.683084 + Penalty 3610.194254 = -8288861.488830
  nChanged 10
		SP:Iteration 26Q (150591.800000 sec): 3 clusters
  Score: Raw -8292479.740648 + Penalty 3610.194254 = -8288869.546394
  nChanged 8
		SP:Iteration 27Q (150592.350000 sec): 3 clusters
  Score: Raw -8292484.172286 + Penalty 3610.194254 = -8288873.978032
  nChanged 4
		SP:Iteration 28Q (150592.900000 sec): 3 clusters
  Score: Raw -8292486.574043 + Penalty 3610.194254 = -8288876.379789
  nChanged 1
		SP:Iteration 29Q (150593.450000 sec): 3 clusters
  Score: Raw -8292486.768254 + Penalty 3610.194254 = -8288876.574000
  nChanged 2
		SP:Iteration 30Q (150594.000000 sec): 3 clusters
  Score: Raw -8292488.183200 + Penalty 3610.194254 = -8288877.988946
  nChanged 0
		SP:Iteration 31F (150594.610000 sec): 3 clusters
  Score: Raw -8292488.183200 + Penalty 3610.194254 = -8288877.988946
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 24 (2461 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150594.670000 sec): 2 clusters
  Score: Raw -285091.820636 + Penalty 1268.852496 = -283822.968140
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150594.730000 sec): 3 clusters
  Score: Raw -284045.753711 + Penalty 2537.704991 = -281508.048720
  nChanged 921
		SP:Iteration 1F (150594.770000 sec): 3 clusters
  Score: Raw -284661.177937 + Penalty 2537.704991 = -282123.472945
  nChanged 205
		SP:Iteration 2F (150594.820000 sec): 3 clusters
  Score: Raw -284843.128292 + Penalty 2537.704991 = -282305.423301
  nChanged 138
		SP:Iteration 3F (150594.870000 sec): 3 clusters
  Score: Raw -284972.260666 + Penalty 2537.704991 = -282434.555675
  nChanged 118
		SP:Iteration 4Q (150594.910000 sec): 3 clusters
  Score: Raw -285081.109745 + Penalty 2537.704991 = -282543.404753
  nChanged 97
		SP:Iteration 5Q (150594.950000 sec): 3 clusters
  Score: Raw -285153.892727 + Penalty 2537.704991 = -282616.187736
  nChanged 67
		SP:Iteration 6Q (150595.000000 sec): 3 clusters
  Score: Raw -285193.700477 + Penalty 2537.704991 = -282655.995485
  nChanged 56
		SP:Iteration 7Q (150595.040000 sec): 3 clusters
  Score: Raw -285227.149475 + Penalty 2537.704991 = -282689.444484
  nChanged 38
		SP:Iteration 8Q (150595.090000 sec): 3 clusters
  Score: Raw -285249.786064 + Penalty 2537.704991 = -282712.081073
  nChanged 30
		SP:Iteration 9Q (150595.130000 sec): 3 clusters
  Score: Raw -285264.249116 + Penalty 2537.704991 = -282726.544124
  nChanged 20
		SP:Iteration 10Q (150595.180000 sec): 3 clusters
  Score: Raw -285274.080136 + Penalty 2537.704991 = -282736.375145
  nChanged 17
		SP:Iteration 11Q (150595.220000 sec): 3 clusters
  Score: Raw -285280.067832 + Penalty 2537.704991 = -282742.362841
  nChanged 15
		SP:Iteration 12Q (150595.270000 sec): 3 clusters
  Score: Raw -285290.581468 + Penalty 2537.704991 = -282752.876477
  nChanged 17
		SP:Iteration 13Q (150595.310000 sec): 3 clusters
  Score: Raw -285299.754525 + Penalty 2537.704991 = -282762.049533
  nChanged 14
		SP:Iteration 14Q (150595.350000 sec): 3 clusters
  Score: Raw -285307.117600 + Penalty 2537.704991 = -282769.412609
  nChanged 13
		SP:Iteration 15Q (150595.400000 sec): 3 clusters
  Score: Raw -285312.295786 + Penalty 2537.704991 = -282774.590794
  nChanged 9
		SP:Iteration 16Q (150595.450000 sec): 3 clusters
  Score: Raw -285315.986860 + Penalty 2537.704991 = -282778.281869
  nChanged 8
		SP:Iteration 17Q (150595.490000 sec): 3 clusters
  Score: Raw -285323.095546 + Penalty 2537.704991 = -282785.390555
  nChanged 14
		SP:Iteration 18Q (150595.530000 sec): 3 clusters
  Score: Raw -285330.486482 + Penalty 2537.704991 = -282792.781491
  nChanged 14
		SP:Iteration 19Q (150595.580000 sec): 3 clusters
  Score: Raw -285339.745833 + Penalty 2537.704991 = -282802.040841
  nChanged 10
		SP:Iteration 20F (150595.620000 sec): 3 clusters
  Score: Raw -285349.013792 + Penalty 2537.704991 = -282811.308801
  nChanged 12
		SP:Iteration 21Q (150595.670000 sec): 3 clusters
  Score: Raw -285355.413206 + Penalty 2537.704991 = -282817.708214
  nChanged 12
		SP:Iteration 22Q (150595.710000 sec): 3 clusters
  Score: Raw -285361.468238 + Penalty 2537.704991 = -282823.763247
  nChanged 16
		SP:Iteration 23Q (150595.760000 sec): 3 clusters
  Score: Raw -285372.259257 + Penalty 2537.704991 = -282834.554265
  nChanged 19
		SP:Iteration 24Q (150595.800000 sec): 3 clusters
  Score: Raw -285383.732413 + Penalty 2537.704991 = -282846.027422
  nChanged 22
		SP:Iteration 25Q (150595.850000 sec): 3 clusters
  Score: Raw -285400.014044 + Penalty 2537.704991 = -282862.309053
  nChanged 27
		SP:Iteration 26Q (150595.890000 sec): 3 clusters
  Score: Raw -285417.700376 + Penalty 2537.704991 = -282879.995385
  nChanged 23
		SP:Iteration 27Q (150595.930000 sec): 3 clusters
  Score: Raw -285430.773666 + Penalty 2537.704991 = -282893.068674
  nChanged 19
		SP:Iteration 28Q (150595.980000 sec): 3 clusters
  Score: Raw -285443.084361 + Penalty 2537.704991 = -282905.379370
  nChanged 23
		SP:Iteration 29Q (150596.020000 sec): 3 clusters
  Score: Raw -285456.551063 + Penalty 2537.704991 = -282918.846072
  nChanged 21
		SP:Iteration 30Q (150596.070000 sec): 3 clusters
  Score: Raw -285473.370508 + Penalty 2537.704991 = -282935.665517
  nChanged 18
		SP:Iteration 31Q (150596.110000 sec): 3 clusters
  Score: Raw -285486.926271 + Penalty 2537.704991 = -282949.221279
  nChanged 17
		SP:Iteration 32Q (150596.150000 sec): 3 clusters
  Score: Raw -285502.368356 + Penalty 2537.704991 = -282964.663365
  nChanged 19
		SP:Iteration 33Q (150596.200000 sec): 3 clusters
  Score: Raw -285519.527032 + Penalty 2537.704991 = -282981.822040
  nChanged 20
		SP:Iteration 34Q (150596.240000 sec): 3 clusters
  Score: Raw -285535.970685 + Penalty 2537.704991 = -282998.265693
  nChanged 20
		SP:Iteration 35Q (150596.290000 sec): 3 clusters
  Score: Raw -285550.842680 + Penalty 2537.704991 = -283013.137689
  nChanged 15
		SP:Iteration 36Q (150596.330000 sec): 3 clusters
  Score: Raw -285562.303741 + Penalty 2537.704991 = -283024.598749
  nChanged 17
		SP:Iteration 37Q (150596.380000 sec): 3 clusters
  Score: Raw -285575.910056 + Penalty 2537.704991 = -283038.205064
  nChanged 15
		SP:Iteration 38Q (150596.420000 sec): 3 clusters
  Score: Raw -285593.926804 + Penalty 2537.704991 = -283056.221813
  nChanged 18
		SP:Iteration 39Q (150596.460000 sec): 3 clusters
  Score: Raw -285604.781356 + Penalty 2537.704991 = -283067.076365
  nChanged 12
		SP:Iteration 40F (150596.510000 sec): 3 clusters
  Score: Raw -285612.671016 + Penalty 2537.704991 = -283074.966025
  nChanged 17
		SP:Iteration 41Q (150596.550000 sec): 3 clusters
  Score: Raw -285628.471496 + Penalty 2537.704991 = -283090.766505
  nChanged 20
		SP:Iteration 42Q (150596.600000 sec): 3 clusters
  Score: Raw -285637.313481 + Penalty 2537.704991 = -283099.608489
  nChanged 13
		SP:Iteration 43Q (150596.640000 sec): 3 clusters
  Score: Raw -285645.086433 + Penalty 2537.704991 = -283107.381442
  nChanged 16
		SP:Iteration 44Q (150596.680000 sec): 3 clusters
  Score: Raw -285653.346849 + Penalty 2537.704991 = -283115.641857
  nChanged 9
		SP:Iteration 45Q (150596.730000 sec): 3 clusters
  Score: Raw -285657.268307 + Penalty 2537.704991 = -283119.563316
  nChanged 13
		SP:Iteration 46Q (150596.770000 sec): 3 clusters
  Score: Raw -285662.085821 + Penalty 2537.704991 = -283124.380829
  nChanged 7
		SP:Iteration 47Q (150596.810000 sec): 3 clusters
  Score: Raw -285665.331256 + Penalty 2537.704991 = -283127.626264
  nChanged 10
		SP:Iteration 48Q (150596.860000 sec): 3 clusters
  Score: Raw -285669.288214 + Penalty 2537.704991 = -283131.583223
  nChanged 10
		SP:Iteration 49Q (150596.900000 sec): 3 clusters
  Score: Raw -285673.077499 + Penalty 2537.704991 = -283135.372507
  nChanged 8
		SP:Iteration 50Q (150596.940000 sec): 3 clusters
  Score: Raw -285676.779572 + Penalty 2537.704991 = -283139.074581
  nChanged 8
		SP:Iteration 51Q (150596.990000 sec): 3 clusters
  Score: Raw -285680.857443 + Penalty 2537.704991 = -283143.152452
  nChanged 10
		SP:Iteration 52Q (150597.030000 sec): 3 clusters
  Score: Raw -285684.618084 + Penalty 2537.704991 = -283146.913093
  nChanged 6
		SP:Iteration 53Q (150597.070000 sec): 3 clusters
  Score: Raw -285688.689909 + Penalty 2537.704991 = -283150.984917
  nChanged 10
		SP:Iteration 54Q (150597.120000 sec): 3 clusters
  Score: Raw -285693.606825 + Penalty 2537.704991 = -283155.901834
  nChanged 9
		SP:Iteration 55Q (150597.160000 sec): 3 clusters
  Score: Raw -285696.918574 + Penalty 2537.704991 = -283159.213583
  nChanged 8
		SP:Iteration 56Q (150597.200000 sec): 3 clusters
  Score: Raw -285700.111448 + Penalty 2537.704991 = -283162.406457
  nChanged 9
		SP:Iteration 57Q (150597.250000 sec): 3 clusters
  Score: Raw -285706.396941 + Penalty 2537.704991 = -283168.691949
  nChanged 11
		SP:Iteration 58Q (150597.290000 sec): 3 clusters
  Score: Raw -285711.198120 + Penalty 2537.704991 = -283173.493129
  nChanged 11
		SP:Iteration 59Q (150597.340000 sec): 3 clusters
  Score: Raw -285719.401902 + Penalty 2537.704991 = -283181.696911
  nChanged 11
		SP:Iteration 60F (150597.380000 sec): 3 clusters
  Score: Raw -285724.157855 + Penalty 2537.704991 = -283186.452863
  nChanged 4
		SP:Iteration 61Q (150597.420000 sec): 3 clusters
  Score: Raw -285726.406681 + Penalty 2537.704991 = -283188.701690
  nChanged 6
		SP:Iteration 62Q (150597.470000 sec): 3 clusters
  Score: Raw -285729.293668 + Penalty 2537.704991 = -283191.588676
  nChanged 5
		SP:Iteration 63Q (150597.510000 sec): 3 clusters
  Score: Raw -285731.908028 + Penalty 2537.704991 = -283194.203037
  nChanged 5
		SP:Iteration 64Q (150597.550000 sec): 3 clusters
  Score: Raw -285734.020904 + Penalty 2537.704991 = -283196.315912
  nChanged 7
		SP:Iteration 65Q (150597.600000 sec): 3 clusters
  Score: Raw -285735.604799 + Penalty 2537.704991 = -283197.899808
  nChanged 6
		SP:Iteration 66Q (150597.640000 sec): 3 clusters
  Score: Raw -285737.449253 + Penalty 2537.704991 = -283199.744261
  nChanged 2
		SP:Iteration 67Q (150597.680000 sec): 3 clusters
  Score: Raw -285737.825136 + Penalty 2537.704991 = -283200.120145
  nChanged 1
		SP:Iteration 68Q (150597.730000 sec): 3 clusters
  Score: Raw -285737.980981 + Penalty 2537.704991 = -283200.275990
  nChanged 0
		SP:Iteration 69F (150597.770000 sec): 3 clusters
  Score: Raw -285737.980981 + Penalty 2537.704991 = -283200.275990
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 25 (1693 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150597.840000 sec): 2 clusters
  Score: Raw -177184.599934 + Penalty 1208.066825 = -175976.533109
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150597.870000 sec): 3 clusters
  Score: Raw -176510.429115 + Penalty 2416.133649 = -174094.295466
  nChanged 557
		SP:Iteration 1F (150597.900000 sec): 3 clusters
  Score: Raw -176968.042574 + Penalty 2416.133649 = -174551.908925
  nChanged 183
		SP:Iteration 2F (150597.930000 sec): 3 clusters
  Score: Raw -177213.192838 + Penalty 2416.133649 = -174797.059188
  nChanged 132
		SP:Iteration 3F (150597.960000 sec): 3 clusters
  Score: Raw -177367.366570 + Penalty 2416.133649 = -174951.232921
  nChanged 80
		SP:Iteration 4Q (150597.990000 sec): 3 clusters
  Score: Raw -177451.535543 + Penalty 2416.133649 = -175035.401894
  nChanged 58
		SP:Iteration 5Q (150598.020000 sec): 3 clusters
  Score: Raw -177511.332899 + Penalty 2416.133649 = -175095.199250
  nChanged 41
		SP:Iteration 6Q (150598.060000 sec): 3 clusters
  Score: Raw -177546.317757 + Penalty 2416.133649 = -175130.184108
  nChanged 32
		SP:Iteration 7Q (150598.080000 sec): 3 clusters
  Score: Raw -177567.494846 + Penalty 2416.133649 = -175151.361197
  nChanged 20
		SP:Iteration 8Q (150598.120000 sec): 3 clusters
  Score: Raw -177585.125119 + Penalty 2416.133649 = -175168.991470
  nChanged 22
		SP:Iteration 9Q (150598.150000 sec): 3 clusters
  Score: Raw -177599.286374 + Penalty 2416.133649 = -175183.152724
  nChanged 14
		SP:Iteration 10Q (150598.180000 sec): 3 clusters
  Score: Raw -177607.365444 + Penalty 2416.133649 = -175191.231795
  nChanged 15
		SP:Iteration 11Q (150598.210000 sec): 3 clusters
  Score: Raw -177616.951520 + Penalty 2416.133649 = -175200.817871
  nChanged 12
		SP:Iteration 12Q (150598.240000 sec): 3 clusters
  Score: Raw -177624.434047 + Penalty 2416.133649 = -175208.300398
  nChanged 8
		SP:Iteration 13Q (150598.270000 sec): 3 clusters
  Score: Raw -177629.130586 + Penalty 2416.133649 = -175212.996936
  nChanged 9
		SP:Iteration 14Q (150598.300000 sec): 3 clusters
  Score: Raw -177634.428942 + Penalty 2416.133649 = -175218.295293
  nChanged 7
		SP:Iteration 15Q (150598.330000 sec): 3 clusters
  Score: Raw -177638.503628 + Penalty 2416.133649 = -175222.369979
  nChanged 5
		SP:Iteration 16Q (150598.360000 sec): 3 clusters
  Score: Raw -177641.688041 + Penalty 2416.133649 = -175225.554392
  nChanged 4
		SP:Iteration 17Q (150598.390000 sec): 3 clusters
  Score: Raw -177643.784807 + Penalty 2416.133649 = -175227.651158
  nChanged 3
		SP:Iteration 18Q (150598.420000 sec): 3 clusters
  Score: Raw -177645.495066 + Penalty 2416.133649 = -175229.361417
  nChanged 0
		SP:Iteration 19F (150598.450000 sec): 3 clusters
  Score: Raw -177645.495066 + Penalty 2416.133649 = -175229.361417
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 26 (1916 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150598.520000 sec): 2 clusters
  Score: Raw -212920.263079 + Penalty 1228.174181 = -211692.088898
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150598.550000 sec): 3 clusters
  Score: Raw -212170.296590 + Penalty 2456.348362 = -209713.948229
  nChanged 688
		SP:Iteration 1F (150598.590000 sec): 3 clusters
  Score: Raw -212771.595530 + Penalty 2456.348362 = -210315.247168
  nChanged 183
		SP:Iteration 2F (150598.620000 sec): 3 clusters
  Score: Raw -212983.645789 + Penalty 2456.348362 = -210527.297427
  nChanged 125
		SP:Iteration 3F (150598.660000 sec): 3 clusters
  Score: Raw -213108.552211 + Penalty 2456.348362 = -210652.203849
  nChanged 79
		SP:Iteration 4Q (150598.690000 sec): 3 clusters
  Score: Raw -213184.824458 + Penalty 2456.348362 = -210728.476097
  nChanged 61
		SP:Iteration 5Q (150598.730000 sec): 3 clusters
  Score: Raw -213248.880102 + Penalty 2456.348362 = -210792.531740
  nChanged 54
		SP:Iteration 6Q (150598.760000 sec): 3 clusters
  Score: Raw -213299.722364 + Penalty 2456.348362 = -210843.374002
  nChanged 43
		SP:Iteration 7Q (150598.800000 sec): 3 clusters
  Score: Raw -213345.757691 + Penalty 2456.348362 = -210889.409330
  nChanged 38
		SP:Iteration 8Q (150598.830000 sec): 3 clusters
  Score: Raw -213376.925866 + Penalty 2456.348362 = -210920.577504
  nChanged 32
		SP:Iteration 9Q (150598.870000 sec): 3 clusters
  Score: Raw -213404.547473 + Penalty 2456.348362 = -210948.199111
  nChanged 21
		SP:Iteration 10Q (150598.900000 sec): 3 clusters
  Score: Raw -213422.080286 + Penalty 2456.348362 = -210965.731925
  nChanged 22
		SP:Iteration 11Q (150598.940000 sec): 3 clusters
  Score: Raw -213450.321177 + Penalty 2456.348362 = -210993.972816
  nChanged 24
		SP:Iteration 12Q (150598.970000 sec): 3 clusters
  Score: Raw -213481.538091 + Penalty 2456.348362 = -211025.189729
  nChanged 22
		SP:Iteration 13Q (150599.000000 sec): 3 clusters
  Score: Raw -213511.788830 + Penalty 2456.348362 = -211055.440469
  nChanged 25
		SP:Iteration 14Q (150599.040000 sec): 3 clusters
  Score: Raw -213540.874335 + Penalty 2456.348362 = -211084.525973
  nChanged 22
		SP:Iteration 15Q (150599.070000 sec): 3 clusters
  Score: Raw -213587.370143 + Penalty 2456.348362 = -211131.021781
  nChanged 37
		SP:Iteration 16Q (150599.110000 sec): 3 clusters
  Score: Raw -213659.734791 + Penalty 2456.348362 = -211203.386429
  nChanged 48
		SP:Iteration 17Q (150599.140000 sec): 3 clusters
  Score: Raw -213754.512604 + Penalty 2456.348362 = -211298.164242
  nChanged 54
		SP:Iteration 18Q (150599.180000 sec): 3 clusters
  Score: Raw -213889.847650 + Penalty 2456.348362 = -211433.499288
  nChanged 50
		SP:Iteration 19Q (150599.210000 sec): 3 clusters
  Score: Raw -213983.833382 + Penalty 2456.348362 = -211527.485020
  nChanged 41
		SP:Iteration 20F (150599.240000 sec): 3 clusters
  Score: Raw -214050.956429 + Penalty 2456.348362 = -211594.608068
  nChanged 43
		SP:Iteration 21Q (150599.280000 sec): 3 clusters
  Score: Raw -214123.437573 + Penalty 2456.348362 = -211667.089211
  nChanged 46
		SP:Iteration 22Q (150599.310000 sec): 3 clusters
  Score: Raw -214190.868381 + Penalty 2456.348362 = -211734.520019
  nChanged 33
		SP:Iteration 23Q (150599.350000 sec): 3 clusters
  Score: Raw -214225.169612 + Penalty 2456.348362 = -211768.821250
  nChanged 17
		SP:Iteration 24Q (150599.380000 sec): 3 clusters
  Score: Raw -214238.988645 + Penalty 2456.348362 = -211782.640284
  nChanged 11
		SP:Iteration 25Q (150599.420000 sec): 3 clusters
  Score: Raw -214247.031573 + Penalty 2456.348362 = -211790.683211
  nChanged 3
		SP:Iteration 26Q (150599.450000 sec): 3 clusters
  Score: Raw -214249.145603 + Penalty 2456.348362 = -211792.797242
  nChanged 2
		SP:Iteration 27Q (150599.480000 sec): 3 clusters
  Score: Raw -214250.399555 + Penalty 2456.348362 = -211794.051194
  nChanged 1
		SP:Iteration 28Q (150599.520000 sec): 3 clusters
  Score: Raw -214250.917210 + Penalty 2456.348362 = -211794.568848
  nChanged 0
		SP:Iteration 29F (150599.550000 sec): 3 clusters
  Score: Raw -214250.917210 + Penalty 2456.348362 = -211794.568848
  nChanged 0
  Score: Raw -119105992.179058 + Penalty 245289.985902 = -118860702.193156

Splitting cluster 26 changes total score from -118861421.788835 to -118860702.193156

 So it's not getting split.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 27 (322 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150929.840000 sec): 2 clusters
  Score: Raw -31880.729102 + Penalty 938.364626 = -30942.364476
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150929.890000 sec): 3 clusters
  Score: Raw -31952.838530 + Penalty 1876.729252 = -30076.109278
  nChanged 65
		SP:Iteration 1F (150929.900000 sec): 3 clusters
  Score: Raw -32124.951724 + Penalty 1876.729252 = -30248.222472
  nChanged 14
		SP:Iteration 2Q (150929.920000 sec): 3 clusters
  Score: Raw -32149.284705 + Penalty 1876.729252 = -30272.555453
  nChanged 3
		SP:Iteration 3Q (150929.930000 sec): 3 clusters
  Score: Raw -32154.669838 + Penalty 1876.729252 = -30277.940585
  nChanged 0
		SP:Iteration 4F (150929.950000 sec): 3 clusters
  Score: Raw -32154.669838 + Penalty 1876.729252 = -30277.940585
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 28 (7980 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150930.100000 sec): 2 clusters
  Score: Raw -934021.413159 + Penalty 1460.012725 = -932561.400435
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150930.240000 sec): 3 clusters
  Score: Raw -929666.331487 + Penalty 2920.025449 = -926746.306037
  nChanged 3352
		SP:Iteration 1F (150930.360000 sec): 3 clusters
  Score: Raw -931522.618471 + Penalty 2920.025449 = -928602.593022
  nChanged 545
		SP:Iteration 2F (150930.500000 sec): 3 clusters
  Score: Raw -931810.735052 + Penalty 2920.025449 = -928890.709602
  nChanged 483
		SP:Iteration 3F (150930.630000 sec): 3 clusters
  Score: Raw -932072.595893 + Penalty 2920.025449 = -929152.570443
  nChanged 469
		SP:Iteration 4F (150930.830000 sec): 3 clusters
  Score: Raw -932357.887874 + Penalty 2920.025449 = -929437.862425
  nChanged 484
		SP:Iteration 5F (150930.960000 sec): 3 clusters
  Score: Raw -932684.291069 + Penalty 2920.025449 = -929764.265619
  nChanged 435
		SP:Iteration 6F (150931.080000 sec): 3 clusters
  Score: Raw -932964.952508 + Penalty 2920.025449 = -930044.927058
  nChanged 364
		SP:Iteration 7Q (150931.210000 sec): 3 clusters
  Score: Raw -933212.018564 + Penalty 2920.025449 = -930291.993114
  nChanged 352
		SP:Iteration 8Q (150931.340000 sec): 3 clusters
  Score: Raw -933454.285103 + Penalty 2920.025449 = -930534.259653
  nChanged 264
		SP:Iteration 9Q (150931.470000 sec): 3 clusters
  Score: Raw -933625.826224 + Penalty 2920.025449 = -930705.800774
  nChanged 209
		SP:Iteration 10Q (150931.600000 sec): 3 clusters
  Score: Raw -933757.195142 + Penalty 2920.025449 = -930837.169693
  nChanged 144
		SP:Iteration 11Q (150931.730000 sec): 3 clusters
  Score: Raw -933840.601647 + Penalty 2920.025449 = -930920.576198
  nChanged 102
		SP:Iteration 12Q (150931.860000 sec): 3 clusters
  Score: Raw -933898.767915 + Penalty 2920.025449 = -930978.742466
  nChanged 100
		SP:Iteration 13Q (150931.990000 sec): 3 clusters
  Score: Raw -933963.166890 + Penalty 2920.025449 = -931043.141441
  nChanged 79
		SP:Iteration 14Q (150932.120000 sec): 3 clusters
  Score: Raw -934024.040554 + Penalty 2920.025449 = -931104.015104
  nChanged 67
		SP:Iteration 15Q (150932.240000 sec): 3 clusters
  Score: Raw -934076.057116 + Penalty 2920.025449 = -931156.031666
  nChanged 49
		SP:Iteration 16Q (150932.370000 sec): 3 clusters
  Score: Raw -934112.368651 + Penalty 2920.025449 = -931192.343202
  nChanged 44
		SP:Iteration 17Q (150932.500000 sec): 3 clusters
  Score: Raw -934152.127818 + Penalty 2920.025449 = -931232.102368
  nChanged 36
		SP:Iteration 18Q (150932.620000 sec): 3 clusters
  Score: Raw -934178.008989 + Penalty 2920.025449 = -931257.983539
  nChanged 29
		SP:Iteration 19Q (150932.750000 sec): 3 clusters
  Score: Raw -934196.671118 + Penalty 2920.025449 = -931276.645669
  nChanged 24
		SP:Iteration 20F (150932.880000 sec): 3 clusters
  Score: Raw -934212.992606 + Penalty 2920.025449 = -931292.967157
  nChanged 20
		SP:Iteration 21Q (150933.000000 sec): 3 clusters
  Score: Raw -934227.963000 + Penalty 2920.025449 = -931307.937551
  nChanged 16
		SP:Iteration 22Q (150933.130000 sec): 3 clusters
  Score: Raw -934237.521102 + Penalty 2920.025449 = -931317.495652
  nChanged 14
		SP:Iteration 23Q (150933.250000 sec): 3 clusters
  Score: Raw -934246.932243 + Penalty 2920.025449 = -931326.906794
  nChanged 15
		SP:Iteration 24Q (150933.370000 sec): 3 clusters
  Score: Raw -934256.964590 + Penalty 2920.025449 = -931336.939140
  nChanged 10
		SP:Iteration 25Q (150933.500000 sec): 3 clusters
  Score: Raw -934264.108791 + Penalty 2920.025449 = -931344.083342
  nChanged 7
		SP:Iteration 26Q (150933.620000 sec): 3 clusters
  Score: Raw -934269.851061 + Penalty 2920.025449 = -931349.825612
  nChanged 10
		SP:Iteration 27Q (150933.740000 sec): 3 clusters
  Score: Raw -934278.823812 + Penalty 2920.025449 = -931358.798363
  nChanged 8
		SP:Iteration 28Q (150933.870000 sec): 3 clusters
  Score: Raw -934286.268334 + Penalty 2920.025449 = -931366.242884
  nChanged 8
		SP:Iteration 29Q (150933.990000 sec): 3 clusters
  Score: Raw -934290.831711 + Penalty 2920.025449 = -931370.806262
  nChanged 3
		SP:Iteration 30Q (150934.110000 sec): 3 clusters
  Score: Raw -934292.875268 + Penalty 2920.025449 = -931372.849818
  nChanged 3
		SP:Iteration 31Q (150934.230000 sec): 3 clusters
  Score: Raw -934294.232274 + Penalty 2920.025449 = -931374.206825
  nChanged 0
		SP:Iteration 32F (150934.360000 sec): 3 clusters
  Score: Raw -934294.232274 + Penalty 2920.025449 = -931374.206825
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 29 (21850 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150934.560000 sec): 2 clusters
  Score: Raw -2520887.913949 + Penalty 1623.692883 = -2519264.221066
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150934.850000 sec): 3 clusters
  Score: Raw -2507677.351181 + Penalty 3247.385765 = -2504429.965416
  nChanged 9896
		SP:Iteration 1F (150935.120000 sec): 3 clusters
  Score: Raw -2513415.908559 + Penalty 3247.385765 = -2510168.522793
  nChanged 1325
		SP:Iteration 2F (150935.390000 sec): 3 clusters
  Score: Raw -2514141.322224 + Penalty 3247.385765 = -2510893.936459
  nChanged 1356
		SP:Iteration 3F (150935.670000 sec): 3 clusters
  Score: Raw -2514939.439879 + Penalty 3247.385765 = -2511692.054114
  nChanged 1369
		SP:Iteration 4F (150935.940000 sec): 3 clusters
  Score: Raw -2515768.812447 + Penalty 3247.385765 = -2512521.426682
  nChanged 1403
		SP:Iteration 5F (150936.220000 sec): 3 clusters
  Score: Raw -2516745.607148 + Penalty 3247.385765 = -2513498.221383
  nChanged 1313
		SP:Iteration 6F (150936.490000 sec): 3 clusters
  Score: Raw -2517836.663487 + Penalty 3247.385765 = -2514589.277722
  nChanged 1250
		SP:Iteration 7F (150936.750000 sec): 3 clusters
  Score: Raw -2518949.805588 + Penalty 3247.385765 = -2515702.419823
  nChanged 979
		SP:Iteration 8Q (150936.990000 sec): 3 clusters
  Score: Raw -2519814.562716 + Penalty 3247.385765 = -2516567.176951
  nChanged 743
		SP:Iteration 9Q (150937.230000 sec): 3 clusters
  Score: Raw -2520300.939396 + Penalty 3247.385765 = -2517053.553631
  nChanged 486
		SP:Iteration 10Q (150937.460000 sec): 3 clusters
  Score: Raw -2520569.768651 + Penalty 3247.385765 = -2517322.382885
  nChanged 346
		SP:Iteration 11Q (150937.720000 sec): 3 clusters
  Score: Raw -2520734.053404 + Penalty 3247.385765 = -2517486.667639
  nChanged 291
		SP:Iteration 12Q (150937.950000 sec): 3 clusters
  Score: Raw -2520859.005072 + Penalty 3247.385765 = -2517611.619307
  nChanged 228
		SP:Iteration 13Q (150938.200000 sec): 3 clusters
  Score: Raw -2520960.600616 + Penalty 3247.385765 = -2517713.214851
  nChanged 202
		SP:Iteration 14Q (150938.420000 sec): 3 clusters
  Score: Raw -2521042.528702 + Penalty 3247.385765 = -2517795.142937
  nChanged 172
		SP:Iteration 15Q (150938.680000 sec): 3 clusters
  Score: Raw -2521103.874697 + Penalty 3247.385765 = -2517856.488932
  nChanged 160
		SP:Iteration 16Q (150938.910000 sec): 3 clusters
  Score: Raw -2521158.827627 + Penalty 3247.385765 = -2517911.441862
  nChanged 126
		SP:Iteration 17Q (150939.150000 sec): 3 clusters
  Score: Raw -2521200.084713 + Penalty 3247.385765 = -2517952.698948
  nChanged 123
		SP:Iteration 18Q (150939.410000 sec): 3 clusters
  Score: Raw -2521240.684748 + Penalty 3247.385765 = -2517993.298983
  nChanged 119
		SP:Iteration 19Q (150939.670000 sec): 3 clusters
  Score: Raw -2521277.541208 + Penalty 3247.385765 = -2518030.155443
  nChanged 102
		SP:Iteration 20F (150939.940000 sec): 3 clusters
  Score: Raw -2521313.416656 + Penalty 3247.385765 = -2518066.030891
  nChanged 106
		SP:Iteration 21Q (150940.200000 sec): 3 clusters
  Score: Raw -2521345.007686 + Penalty 3247.385765 = -2518097.621921
  nChanged 86
		SP:Iteration 22Q (150940.420000 sec): 3 clusters
  Score: Raw -2521369.455135 + Penalty 3247.385765 = -2518122.069370
  nChanged 60
		SP:Iteration 23Q (150940.670000 sec): 3 clusters
  Score: Raw -2521385.355134 + Penalty 3247.385765 = -2518137.969369
  nChanged 64
		SP:Iteration 24Q (150940.930000 sec): 3 clusters
  Score: Raw -2521403.178193 + Penalty 3247.385765 = -2518155.792428
  nChanged 57
		SP:Iteration 25Q (150941.180000 sec): 3 clusters
  Score: Raw -2521420.562609 + Penalty 3247.385765 = -2518173.176843
  nChanged 68
		SP:Iteration 26Q (150941.430000 sec): 3 clusters
  Score: Raw -2521439.019415 + Penalty 3247.385765 = -2518191.633650
  nChanged 55
		SP:Iteration 27Q (150941.660000 sec): 3 clusters
  Score: Raw -2521456.130701 + Penalty 3247.385765 = -2518208.744936
  nChanged 56
		SP:Iteration 28Q (150941.880000 sec): 3 clusters
  Score: Raw -2521472.051547 + Penalty 3247.385765 = -2518224.665781
  nChanged 51
		SP:Iteration 29Q (150942.100000 sec): 3 clusters
  Score: Raw -2521485.538119 + Penalty 3247.385765 = -2518238.152354
  nChanged 46
		SP:Iteration 30Q (150942.340000 sec): 3 clusters
  Score: Raw -2521497.689883 + Penalty 3247.385765 = -2518250.304118
  nChanged 45
		SP:Iteration 31Q (150942.560000 sec): 3 clusters
  Score: Raw -2521510.812471 + Penalty 3247.385765 = -2518263.426706
  nChanged 49
		SP:Iteration 32Q (150942.780000 sec): 3 clusters
  Score: Raw -2521527.342177 + Penalty 3247.385765 = -2518279.956411
  nChanged 38
		SP:Iteration 33Q (150943.020000 sec): 3 clusters
  Score: Raw -2521538.648184 + Penalty 3247.385765 = -2518291.262419
  nChanged 30
		SP:Iteration 34Q (150943.280000 sec): 3 clusters
  Score: Raw -2521546.067803 + Penalty 3247.385765 = -2518298.682038
  nChanged 28
		SP:Iteration 35Q (150943.540000 sec): 3 clusters
  Score: Raw -2521552.754094 + Penalty 3247.385765 = -2518305.368329
  nChanged 16
		SP:Iteration 36Q (150943.790000 sec): 3 clusters
  Score: Raw -2521556.998634 + Penalty 3247.385765 = -2518309.612869
  nChanged 17
		SP:Iteration 37Q (150944.010000 sec): 3 clusters
  Score: Raw -2521560.924245 + Penalty 3247.385765 = -2518313.538480
  nChanged 7
		SP:Iteration 38Q (150944.230000 sec): 3 clusters
  Score: Raw -2521562.414612 + Penalty 3247.385765 = -2518315.028847
  nChanged 7
		SP:Iteration 39Q (150944.480000 sec): 3 clusters
  Score: Raw -2521563.691147 + Penalty 3247.385765 = -2518316.305382
  nChanged 10
		SP:Iteration 40F (150944.730000 sec): 3 clusters
  Score: Raw -2521566.129307 + Penalty 3247.385765 = -2518318.743542
  nChanged 6
		SP:Iteration 41Q (150944.980000 sec): 3 clusters
  Score: Raw -2521567.032417 + Penalty 3247.385765 = -2518319.646652
  nChanged 2
		SP:Iteration 42Q (150945.230000 sec): 3 clusters
  Score: Raw -2521567.651861 + Penalty 3247.385765 = -2518320.266096
  nChanged 5
		SP:Iteration 43Q (150945.490000 sec): 3 clusters
  Score: Raw -2521568.605629 + Penalty 3247.385765 = -2518321.219864
  nChanged 3
		SP:Iteration 44Q (150945.710000 sec): 3 clusters
  Score: Raw -2521569.169317 + Penalty 3247.385765 = -2518321.783552
  nChanged 5
		SP:Iteration 45Q (150945.950000 sec): 3 clusters
  Score: Raw -2521570.025593 + Penalty 3247.385765 = -2518322.639828
  nChanged 2
		SP:Iteration 46Q (150946.170000 sec): 3 clusters
  Score: Raw -2521570.234685 + Penalty 3247.385765 = -2518322.848920
  nChanged 1
		SP:Iteration 47Q (150946.390000 sec): 3 clusters
  Score: Raw -2521570.517618 + Penalty 3247.385765 = -2518323.131853
  nChanged 0
		SP:Iteration 48F (150946.650000 sec): 3 clusters
  Score: Raw -2521570.517618 + Penalty 3247.385765 = -2518323.131853
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 30 (40320 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150946.970000 sec): 2 clusters
  Score: Raw -5059149.836153 + Penalty 1723.247972 = -5057426.588181
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150947.390000 sec): 3 clusters
  Score: Raw -5033869.150931 + Penalty 3446.495943 = -5030422.654987
  nChanged 18696
		SP:Iteration 1F (150947.790000 sec): 3 clusters
  Score: Raw -5044855.095883 + Penalty 3446.495943 = -5041408.599939
  nChanged 2806
		SP:Iteration 2F (150948.190000 sec): 3 clusters
  Score: Raw -5046754.570690 + Penalty 3446.495943 = -5043308.074747
  nChanged 3511
		SP:Iteration 3F (150948.600000 sec): 3 clusters
  Score: Raw -5049566.724431 + Penalty 3446.495943 = -5046120.228488
  nChanged 3615
		SP:Iteration 4F (150948.990000 sec): 3 clusters
  Score: Raw -5052415.870305 + Penalty 3446.495943 = -5048969.374361
  nChanged 3038
		SP:Iteration 5F (150949.370000 sec): 3 clusters
  Score: Raw -5054280.047034 + Penalty 3446.495943 = -5050833.551090
  nChanged 2167
		SP:Iteration 6F (150949.770000 sec): 3 clusters
  Score: Raw -5055272.875762 + Penalty 3446.495943 = -5051826.379819
  nChanged 1413
		SP:Iteration 7Q (150950.180000 sec): 3 clusters
  Score: Raw -5055741.798592 + Penalty 3446.495943 = -5052295.302649
  nChanged 958
		SP:Iteration 8Q (150950.580000 sec): 3 clusters
  Score: Raw -5055974.403733 + Penalty 3446.495943 = -5052527.907789
  nChanged 673
		SP:Iteration 9Q (150950.960000 sec): 3 clusters
  Score: Raw -5056108.684345 + Penalty 3446.495943 = -5052662.188402
  nChanged 495
		SP:Iteration 10Q (150951.360000 sec): 3 clusters
  Score: Raw -5056203.308785 + Penalty 3446.495943 = -5052756.812842
  nChanged 431
		SP:Iteration 11Q (150951.770000 sec): 3 clusters
  Score: Raw -5056276.747766 + Penalty 3446.495943 = -5052830.251823
  nChanged 357
		SP:Iteration 12Q (150952.150000 sec): 3 clusters
  Score: Raw -5056335.950016 + Penalty 3446.495943 = -5052889.454073
  nChanged 311
		SP:Iteration 13Q (150952.550000 sec): 3 clusters
  Score: Raw -5056392.623768 + Penalty 3446.495943 = -5052946.127825
  nChanged 314
		SP:Iteration 14Q (150952.970000 sec): 3 clusters
  Score: Raw -5056453.960863 + Penalty 3446.495943 = -5053007.464919
  nChanged 334
		SP:Iteration 15Q (150953.400000 sec): 3 clusters
  Score: Raw -5056520.840876 + Penalty 3446.495943 = -5053074.344933
  nChanged 340
		SP:Iteration 16Q (150953.830000 sec): 3 clusters
  Score: Raw -5056594.241375 + Penalty 3446.495943 = -5053147.745431
  nChanged 378
		SP:Iteration 17Q (150954.250000 sec): 3 clusters
  Score: Raw -5056686.242179 + Penalty 3446.495943 = -5053239.746236
  nChanged 427
		SP:Iteration 18Q (150954.660000 sec): 3 clusters
  Score: Raw -5056807.028639 + Penalty 3446.495943 = -5053360.532696
  nChanged 456
		SP:Iteration 19Q (150955.060000 sec): 3 clusters
  Score: Raw -5056955.699491 + Penalty 3446.495943 = -5053509.203548
  nChanged 513
		SP:Iteration 20F (150955.460000 sec): 3 clusters
  Score: Raw -5057164.845483 + Penalty 3446.495943 = -5053718.349540
  nChanged 586
		SP:Iteration 21Q (150955.870000 sec): 3 clusters
  Score: Raw -5057442.623330 + Penalty 3446.495943 = -5053996.127386
  nChanged 655
		SP:Iteration 22Q (150956.270000 sec): 3 clusters
  Score: Raw -5057825.978017 + Penalty 3446.495943 = -5054379.482074
  nChanged 675
		SP:Iteration 23Q (150956.670000 sec): 3 clusters
  Score: Raw -5058258.876361 + Penalty 3446.495943 = -5054812.380418
  nChanged 639
		SP:Iteration 24Q (150957.060000 sec): 3 clusters
  Score: Raw -5058694.487859 + Penalty 3446.495943 = -5055247.991916
  nChanged 556
		SP:Iteration 25Q (150957.450000 sec): 3 clusters
  Score: Raw -5059070.442682 + Penalty 3446.495943 = -5055623.946738
  nChanged 486
		SP:Iteration 26Q (150957.850000 sec): 3 clusters
  Score: Raw -5059366.120728 + Penalty 3446.495943 = -5055919.624785
  nChanged 389
		SP:Iteration 27Q (150958.250000 sec): 3 clusters
  Score: Raw -5059530.793077 + Penalty 3446.495943 = -5056084.297134
  nChanged 280
		SP:Iteration 28Q (150958.650000 sec): 3 clusters
  Score: Raw -5059630.872623 + Penalty 3446.495943 = -5056184.376680
  nChanged 211
		SP:Iteration 29Q (150959.040000 sec): 3 clusters
  Score: Raw -5059693.938555 + Penalty 3446.495943 = -5056247.442611
  nChanged 175
		SP:Iteration 30Q (150959.430000 sec): 3 clusters
  Score: Raw -5059739.288737 + Penalty 3446.495943 = -5056292.792794
  nChanged 158
		SP:Iteration 31Q (150959.780000 sec): 3 clusters
  Score: Raw -5059773.448210 + Penalty 3446.495943 = -5056326.952267
  nChanged 123
		SP:Iteration 32Q (150960.150000 sec): 3 clusters
  Score: Raw -5059798.943361 + Penalty 3446.495943 = -5056352.447418
  nChanged 124
		SP:Iteration 33Q (150960.520000 sec): 3 clusters
  Score: Raw -5059822.583642 + Penalty 3446.495943 = -5056376.087698
  nChanged 103
		SP:Iteration 34Q (150960.910000 sec): 3 clusters
  Score: Raw -5059842.683533 + Penalty 3446.495943 = -5056396.187590
  nChanged 99
		SP:Iteration 35Q (150961.300000 sec): 3 clusters
  Score: Raw -5059860.542399 + Penalty 3446.495943 = -5056414.046455
  nChanged 69
		SP:Iteration 36Q (150961.640000 sec): 3 clusters
  Score: Raw -5059874.983000 + Penalty 3446.495943 = -5056428.487057
  nChanged 76
		SP:Iteration 37Q (150962.010000 sec): 3 clusters
  Score: Raw -5059889.204487 + Penalty 3446.495943 = -5056442.708543
  nChanged 57
		SP:Iteration 38Q (150962.400000 sec): 3 clusters
  Score: Raw -5059897.469219 + Penalty 3446.495943 = -5056450.973276
  nChanged 42
		SP:Iteration 39Q (150962.790000 sec): 3 clusters
  Score: Raw -5059902.280601 + Penalty 3446.495943 = -5056455.784658
  nChanged 38
		SP:Iteration 40F (150963.220000 sec): 3 clusters
  Score: Raw -5059907.736120 + Penalty 3446.495943 = -5056461.240176
  nChanged 39
		SP:Iteration 41Q (150963.610000 sec): 3 clusters
  Score: Raw -5059912.787853 + Penalty 3446.495943 = -5056466.291909
  nChanged 29
		SP:Iteration 42Q (150964.000000 sec): 3 clusters
  Score: Raw -5059916.614166 + Penalty 3446.495943 = -5056470.118222
  nChanged 19
		SP:Iteration 43Q (150964.390000 sec): 3 clusters
  Score: Raw -5059918.275152 + Penalty 3446.495943 = -5056471.779208
  nChanged 20
		SP:Iteration 44Q (150964.790000 sec): 3 clusters
  Score: Raw -5059919.824610 + Penalty 3446.495943 = -5056473.328666
  nChanged 11
		SP:Iteration 45Q (150965.130000 sec): 3 clusters
  Score: Raw -5059920.637351 + Penalty 3446.495943 = -5056474.141408
  nChanged 12
		SP:Iteration 46Q (150965.500000 sec): 3 clusters
  Score: Raw -5059921.808448 + Penalty 3446.495943 = -5056475.312505
  nChanged 13
		SP:Iteration 47Q (150965.860000 sec): 3 clusters
  Score: Raw -5059923.298405 + Penalty 3446.495943 = -5056476.802462
  nChanged 18
		SP:Iteration 48Q (150966.250000 sec): 3 clusters
  Score: Raw -5059925.297889 + Penalty 3446.495943 = -5056478.801946
  nChanged 20
		SP:Iteration 49Q (150966.600000 sec): 3 clusters
  Score: Raw -5059927.601613 + Penalty 3446.495943 = -5056481.105670
  nChanged 23
		SP:Iteration 50Q (150966.970000 sec): 3 clusters
  Score: Raw -5059930.045121 + Penalty 3446.495943 = -5056483.549177
  nChanged 18
		SP:Iteration 51Q (150967.330000 sec): 3 clusters
  Score: Raw -5059931.729029 + Penalty 3446.495943 = -5056485.233086
  nChanged 14
		SP:Iteration 52Q (150967.710000 sec): 3 clusters
  Score: Raw -5059933.012176 + Penalty 3446.495943 = -5056486.516233
  nChanged 6
		SP:Iteration 53Q (150968.050000 sec): 3 clusters
  Score: Raw -5059933.564379 + Penalty 3446.495943 = -5056487.068435
  nChanged 5
		SP:Iteration 54Q (150968.420000 sec): 3 clusters
  Score: Raw -5059933.997647 + Penalty 3446.495943 = -5056487.501704
  nChanged 9
		SP:Iteration 55Q (150968.810000 sec): 3 clusters
  Score: Raw -5059934.521428 + Penalty 3446.495943 = -5056488.025485
  nChanged 7
		SP:Iteration 56Q (150969.200000 sec): 3 clusters
  Score: Raw -5059935.028922 + Penalty 3446.495943 = -5056488.532979
  nChanged 10
		SP:Iteration 57Q (150969.600000 sec): 3 clusters
  Score: Raw -5059936.144133 + Penalty 3446.495943 = -5056489.648190
  nChanged 12
		SP:Iteration 58Q (150970.000000 sec): 3 clusters
  Score: Raw -5059937.646793 + Penalty 3446.495943 = -5056491.150850
  nChanged 13
		SP:Iteration 59Q (150970.370000 sec): 3 clusters
  Score: Raw -5059938.955018 + Penalty 3446.495943 = -5056492.459074
  nChanged 10
		SP:Iteration 60F (150970.750000 sec): 3 clusters
  Score: Raw -5059939.942551 + Penalty 3446.495943 = -5056493.446608
  nChanged 8
		SP:Iteration 61Q (150971.110000 sec): 3 clusters
  Score: Raw -5059940.671656 + Penalty 3446.495943 = -5056494.175713
  nChanged 8
		SP:Iteration 62Q (150971.480000 sec): 3 clusters
  Score: Raw -5059941.393030 + Penalty 3446.495943 = -5056494.897087
  nChanged 7
		SP:Iteration 63Q (150971.870000 sec): 3 clusters
  Score: Raw -5059942.178968 + Penalty 3446.495943 = -5056495.683025
  nChanged 6
		SP:Iteration 64Q (150972.270000 sec): 3 clusters
  Score: Raw -5059943.036439 + Penalty 3446.495943 = -5056496.540495
  nChanged 7
		SP:Iteration 65Q (150972.610000 sec): 3 clusters
  Score: Raw -5059943.934284 + Penalty 3446.495943 = -5056497.438340
  nChanged 5
		SP:Iteration 66Q (150972.980000 sec): 3 clusters
  Score: Raw -5059944.415129 + Penalty 3446.495943 = -5056497.919185
  nChanged 7
		SP:Iteration 67Q (150973.370000 sec): 3 clusters
  Score: Raw -5059945.186122 + Penalty 3446.495943 = -5056498.690178
  nChanged 7
		SP:Iteration 68Q (150973.760000 sec): 3 clusters
  Score: Raw -5059945.941375 + Penalty 3446.495943 = -5056499.445432
  nChanged 5
		SP:Iteration 69Q (150974.160000 sec): 3 clusters
  Score: Raw -5059946.523345 + Penalty 3446.495943 = -5056500.027402
  nChanged 7
		SP:Iteration 70Q (150974.550000 sec): 3 clusters
  Score: Raw -5059947.101990 + Penalty 3446.495943 = -5056500.606047
  nChanged 6
		SP:Iteration 71Q (150974.890000 sec): 3 clusters
  Score: Raw -5059947.711062 + Penalty 3446.495943 = -5056501.215119
  nChanged 6
		SP:Iteration 72Q (150975.260000 sec): 3 clusters
  Score: Raw -5059948.344437 + Penalty 3446.495943 = -5056501.848494
  nChanged 9
		SP:Iteration 73Q (150975.650000 sec): 3 clusters
  Score: Raw -5059949.513366 + Penalty 3446.495943 = -5056503.017422
  nChanged 12
		SP:Iteration 74Q (150976.040000 sec): 3 clusters
  Score: Raw -5059950.694742 + Penalty 3446.495943 = -5056504.198799
  nChanged 7
		SP:Iteration 75Q (150976.440000 sec): 3 clusters
  Score: Raw -5059951.143299 + Penalty 3446.495943 = -5056504.647355
  nChanged 5
		SP:Iteration 76Q (150976.830000 sec): 3 clusters
  Score: Raw -5059951.499312 + Penalty 3446.495943 = -5056505.003368
  nChanged 2
		SP:Iteration 77Q (150977.220000 sec): 3 clusters
  Score: Raw -5059951.704322 + Penalty 3446.495943 = -5056505.208379
  nChanged 4
		SP:Iteration 78Q (150977.570000 sec): 3 clusters
  Score: Raw -5059951.899371 + Penalty 3446.495943 = -5056505.403428
  nChanged 4
		SP:Iteration 79Q (150977.930000 sec): 3 clusters
  Score: Raw -5059952.331693 + Penalty 3446.495943 = -5056505.835749
  nChanged 6
		SP:Iteration 80F (150978.360000 sec): 3 clusters
  Score: Raw -5059953.112308 + Penalty 3446.495943 = -5056506.616365
  nChanged 8
		SP:Iteration 81Q (150978.730000 sec): 3 clusters
  Score: Raw -5059953.882860 + Penalty 3446.495943 = -5056507.386917
  nChanged 4
		SP:Iteration 82Q (150979.120000 sec): 3 clusters
  Score: Raw -5059954.334875 + Penalty 3446.495943 = -5056507.838931
  nChanged 4
		SP:Iteration 83Q (150979.510000 sec): 3 clusters
  Score: Raw -5059954.809174 + Penalty 3446.495943 = -5056508.313230
  nChanged 7
		SP:Iteration 84Q (150979.900000 sec): 3 clusters
  Score: Raw -5059955.339722 + Penalty 3446.495943 = -5056508.843778
  nChanged 3
		SP:Iteration 85Q (150980.250000 sec): 3 clusters
  Score: Raw -5059955.648903 + Penalty 3446.495943 = -5056509.152960
  nChanged 3
		SP:Iteration 86Q (150980.610000 sec): 3 clusters
  Score: Raw -5059955.863463 + Penalty 3446.495943 = -5056509.367519
  nChanged 1
		SP:Iteration 87Q (150981.010000 sec): 3 clusters
  Score: Raw -5059955.942815 + Penalty 3446.495943 = -5056509.446871
  nChanged 1
		SP:Iteration 88Q (150981.400000 sec): 3 clusters
  Score: Raw -5059956.029157 + Penalty 3446.495943 = -5056509.533214
  nChanged 2
		SP:Iteration 89Q (150981.790000 sec): 3 clusters
  Score: Raw -5059956.089925 + Penalty 3446.495943 = -5056509.593982
  nChanged 0
		SP:Iteration 90F (150982.220000 sec): 3 clusters
  Score: Raw -5059956.089925 + Penalty 3446.495943 = -5056509.593982
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 31 (14113 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150982.340000 sec): 2 clusters
  Score: Raw -1726670.905657 + Penalty 1552.663391 = -1725118.242266
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150982.570000 sec): 3 clusters
  Score: Raw -1718260.061736 + Penalty 3105.326782 = -1715154.734954
  nChanged 6321
		SP:Iteration 1F (150982.760000 sec): 3 clusters
  Score: Raw -1721851.871814 + Penalty 3105.326782 = -1718746.545032
  nChanged 921
		SP:Iteration 2F (150982.980000 sec): 3 clusters
  Score: Raw -1722332.036484 + Penalty 3105.326782 = -1719226.709701
  nChanged 867
		SP:Iteration 3F (150983.200000 sec): 3 clusters
  Score: Raw -1722803.681656 + Penalty 3105.326782 = -1719698.354874
  nChanged 865
		SP:Iteration 4F (150983.400000 sec): 3 clusters
  Score: Raw -1723306.438539 + Penalty 3105.326782 = -1720201.111757
  nChanged 887
		SP:Iteration 5F (150983.600000 sec): 3 clusters
  Score: Raw -1723829.070670 + Penalty 3105.326782 = -1720723.743888
  nChanged 822
		SP:Iteration 6F (150983.840000 sec): 3 clusters
  Score: Raw -1724289.856637 + Penalty 3105.326782 = -1721184.529855
  nChanged 763
		SP:Iteration 7F (150984.040000 sec): 3 clusters
  Score: Raw -1724737.200359 + Penalty 3105.326782 = -1721631.873577
  nChanged 675
		SP:Iteration 8Q (150984.240000 sec): 3 clusters
  Score: Raw -1725130.767797 + Penalty 3105.326782 = -1722025.441015
  nChanged 549
		SP:Iteration 9Q (150984.440000 sec): 3 clusters
  Score: Raw -1725448.175360 + Penalty 3105.326782 = -1722342.848578
  nChanged 455
		SP:Iteration 10Q (150984.630000 sec): 3 clusters
  Score: Raw -1725710.056212 + Penalty 3105.326782 = -1722604.729430
  nChanged 368
		SP:Iteration 11Q (150984.830000 sec): 3 clusters
  Score: Raw -1725933.007270 + Penalty 3105.326782 = -1722827.680487
  nChanged 297
		SP:Iteration 12Q (150985.070000 sec): 3 clusters
  Score: Raw -1726164.818350 + Penalty 3105.326782 = -1723059.491567
  nChanged 241
		SP:Iteration 13Q (150985.270000 sec): 3 clusters
  Score: Raw -1726377.087348 + Penalty 3105.326782 = -1723271.760566
  nChanged 197
		SP:Iteration 14Q (150985.460000 sec): 3 clusters
  Score: Raw -1726546.886939 + Penalty 3105.326782 = -1723441.560157
  nChanged 151
		SP:Iteration 15Q (150985.650000 sec): 3 clusters
  Score: Raw -1726676.083991 + Penalty 3105.326782 = -1723570.757209
  nChanged 129
		SP:Iteration 16Q (150985.880000 sec): 3 clusters
  Score: Raw -1726752.987637 + Penalty 3105.326782 = -1723647.660855
  nChanged 100
		SP:Iteration 17Q (150986.050000 sec): 3 clusters
  Score: Raw -1726803.573472 + Penalty 3105.326782 = -1723698.246690
  nChanged 82
		SP:Iteration 18Q (150986.270000 sec): 3 clusters
  Score: Raw -1726844.485148 + Penalty 3105.326782 = -1723739.158365
  nChanged 71
		SP:Iteration 19Q (150986.470000 sec): 3 clusters
  Score: Raw -1726883.965718 + Penalty 3105.326782 = -1723778.638936
  nChanged 67
		SP:Iteration 20F (150986.680000 sec): 3 clusters
  Score: Raw -1726928.534445 + Penalty 3105.326782 = -1723823.207663
  nChanged 52
		SP:Iteration 21Q (150986.860000 sec): 3 clusters
  Score: Raw -1726965.821603 + Penalty 3105.326782 = -1723860.494821
  nChanged 49
		SP:Iteration 22Q (150987.050000 sec): 3 clusters
  Score: Raw -1727001.808606 + Penalty 3105.326782 = -1723896.481824
  nChanged 43
		SP:Iteration 23Q (150987.260000 sec): 3 clusters
  Score: Raw -1727032.144011 + Penalty 3105.326782 = -1723926.817229
  nChanged 41
		SP:Iteration 24Q (150987.430000 sec): 3 clusters
  Score: Raw -1727059.498520 + Penalty 3105.326782 = -1723954.171738
  nChanged 50
		SP:Iteration 25Q (150987.650000 sec): 3 clusters
  Score: Raw -1727094.096595 + Penalty 3105.326782 = -1723988.769813
  nChanged 38
		SP:Iteration 26Q (150987.830000 sec): 3 clusters
  Score: Raw -1727117.825967 + Penalty 3105.326782 = -1724012.499185
  nChanged 33
		SP:Iteration 27Q (150988.020000 sec): 3 clusters
  Score: Raw -1727133.809249 + Penalty 3105.326782 = -1724028.482467
  nChanged 21
		SP:Iteration 28Q (150988.220000 sec): 3 clusters
  Score: Raw -1727141.549457 + Penalty 3105.326782 = -1724036.222675
  nChanged 20
		SP:Iteration 29Q (150988.390000 sec): 3 clusters
  Score: Raw -1727149.427798 + Penalty 3105.326782 = -1724044.101016
  nChanged 17
		SP:Iteration 30Q (150988.610000 sec): 3 clusters
  Score: Raw -1727154.793252 + Penalty 3105.326782 = -1724049.466470
  nChanged 8
		SP:Iteration 31Q (150988.770000 sec): 3 clusters
  Score: Raw -1727157.528760 + Penalty 3105.326782 = -1724052.201978
  nChanged 8
		SP:Iteration 32Q (150988.970000 sec): 3 clusters
  Score: Raw -1727160.183253 + Penalty 3105.326782 = -1724054.856470
  nChanged 9
		SP:Iteration 33Q (150989.150000 sec): 3 clusters
  Score: Raw -1727163.344158 + Penalty 3105.326782 = -1724058.017376
  nChanged 11
		SP:Iteration 34Q (150989.370000 sec): 3 clusters
  Score: Raw -1727167.935130 + Penalty 3105.326782 = -1724062.608348
  nChanged 9
		SP:Iteration 35Q (150989.540000 sec): 3 clusters
  Score: Raw -1727170.235148 + Penalty 3105.326782 = -1724064.908366
  nChanged 7
		SP:Iteration 36Q (150989.760000 sec): 3 clusters
  Score: Raw -1727171.975771 + Penalty 3105.326782 = -1724066.648989
  nChanged 8
		SP:Iteration 37Q (150989.930000 sec): 3 clusters
  Score: Raw -1727174.673978 + Penalty 3105.326782 = -1724069.347196
  nChanged 4
		SP:Iteration 38Q (150990.120000 sec): 3 clusters
  Score: Raw -1727175.682466 + Penalty 3105.326782 = -1724070.355684
  nChanged 4
		SP:Iteration 39Q (150990.310000 sec): 3 clusters
  Score: Raw -1727176.888666 + Penalty 3105.326782 = -1724071.561884
  nChanged 0
		SP:Iteration 40F (150990.530000 sec): 3 clusters
  Score: Raw -1727176.888666 + Penalty 3105.326782 = -1724071.561884
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 32 (6086 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150990.600000 sec): 2 clusters
  Score: Raw -788157.438160 + Penalty 1415.983779 = -786741.454381
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150990.710000 sec): 3 clusters
  Score: Raw -784924.114741 + Penalty 2831.967557 = -782092.147184
  nChanged 2491
		SP:Iteration 1F (150990.820000 sec): 3 clusters
  Score: Raw -786146.109384 + Penalty 2831.967557 = -783314.141826
  nChanged 356
		SP:Iteration 2F (150990.920000 sec): 3 clusters
  Score: Raw -786293.577671 + Penalty 2831.967557 = -783461.610113
  nChanged 285
		SP:Iteration 3Q (150991.020000 sec): 3 clusters
  Score: Raw -786408.356542 + Penalty 2831.967557 = -783576.388985
  nChanged 222
		SP:Iteration 4Q (150991.120000 sec): 3 clusters
  Score: Raw -786497.069099 + Penalty 2831.967557 = -783665.101542
  nChanged 210
		SP:Iteration 5Q (150991.220000 sec): 3 clusters
  Score: Raw -786580.043384 + Penalty 2831.967557 = -783748.075827
  nChanged 182
		SP:Iteration 6Q (150991.320000 sec): 3 clusters
  Score: Raw -786657.188094 + Penalty 2831.967557 = -783825.220537
  nChanged 177
		SP:Iteration 7Q (150991.420000 sec): 3 clusters
  Score: Raw -786732.362173 + Penalty 2831.967557 = -783900.394616
  nChanged 171
		SP:Iteration 8Q (150991.520000 sec): 3 clusters
  Score: Raw -786811.285244 + Penalty 2831.967557 = -783979.317686
  nChanged 172
		SP:Iteration 9Q (150991.610000 sec): 3 clusters
  Score: Raw -786899.984444 + Penalty 2831.967557 = -784068.016887
  nChanged 193
		SP:Iteration 10Q (150991.710000 sec): 3 clusters
  Score: Raw -787009.206385 + Penalty 2831.967557 = -784177.238827
  nChanged 190
		SP:Iteration 11Q (150991.810000 sec): 3 clusters
  Score: Raw -787108.884655 + Penalty 2831.967557 = -784276.917097
  nChanged 179
		SP:Iteration 12Q (150991.910000 sec): 3 clusters
  Score: Raw -787206.330435 + Penalty 2831.967557 = -784374.362878
  nChanged 171
		SP:Iteration 13Q (150992.010000 sec): 3 clusters
  Score: Raw -787323.416012 + Penalty 2831.967557 = -784491.448455
  nChanged 191
		SP:Iteration 14Q (150992.110000 sec): 3 clusters
  Score: Raw -787447.067145 + Penalty 2831.967557 = -784615.099587
  nChanged 155
		SP:Iteration 15Q (150992.200000 sec): 3 clusters
  Score: Raw -787551.022270 + Penalty 2831.967557 = -784719.054712
  nChanged 169
		SP:Iteration 16Q (150992.300000 sec): 3 clusters
  Score: Raw -787666.776216 + Penalty 2831.967557 = -784834.808658
  nChanged 171
		SP:Iteration 17Q (150992.400000 sec): 3 clusters
  Score: Raw -787798.689388 + Penalty 2831.967557 = -784966.721831
  nChanged 147
		SP:Iteration 18Q (150992.490000 sec): 3 clusters
  Score: Raw -787909.067023 + Penalty 2831.967557 = -785077.099466
  nChanged 119
		SP:Iteration 19Q (150992.590000 sec): 3 clusters
  Score: Raw -787997.306612 + Penalty 2831.967557 = -785165.339054
  nChanged 92
		SP:Iteration 20F (150992.690000 sec): 3 clusters
  Score: Raw -788070.250569 + Penalty 2831.967557 = -785238.283012
  nChanged 75
		SP:Iteration 21Q (150992.790000 sec): 3 clusters
  Score: Raw -788128.572901 + Penalty 2831.967557 = -785296.605344
  nChanged 58
		SP:Iteration 22Q (150992.880000 sec): 3 clusters
  Score: Raw -788177.306437 + Penalty 2831.967557 = -785345.338879
  nChanged 44
		SP:Iteration 23Q (150992.970000 sec): 3 clusters
  Score: Raw -788211.495923 + Penalty 2831.967557 = -785379.528365
  nChanged 24
		SP:Iteration 24Q (150993.060000 sec): 3 clusters
  Score: Raw -788238.473466 + Penalty 2831.967557 = -785406.505908
  nChanged 27
		SP:Iteration 25Q (150993.150000 sec): 3 clusters
  Score: Raw -788261.555588 + Penalty 2831.967557 = -785429.588031
  nChanged 18
		SP:Iteration 26Q (150993.250000 sec): 3 clusters
  Score: Raw -788277.122149 + Penalty 2831.967557 = -785445.154591
  nChanged 16
		SP:Iteration 27Q (150993.350000 sec): 3 clusters
  Score: Raw -788291.411721 + Penalty 2831.967557 = -785459.444163
  nChanged 19
		SP:Iteration 28Q (150993.450000 sec): 3 clusters
  Score: Raw -788309.274907 + Penalty 2831.967557 = -785477.307349
  nChanged 15
		SP:Iteration 29Q (150993.540000 sec): 3 clusters
  Score: Raw -788322.753927 + Penalty 2831.967557 = -785490.786369
  nChanged 13
		SP:Iteration 30Q (150993.630000 sec): 3 clusters
  Score: Raw -788333.857647 + Penalty 2831.967557 = -785501.890090
  nChanged 7
		SP:Iteration 31Q (150993.730000 sec): 3 clusters
  Score: Raw -788339.774499 + Penalty 2831.967557 = -785507.806941
  nChanged 8
		SP:Iteration 32Q (150993.840000 sec): 3 clusters
  Score: Raw -788346.068714 + Penalty 2831.967557 = -785514.101157
  nChanged 4
		SP:Iteration 33Q (150993.930000 sec): 3 clusters
  Score: Raw -788352.037480 + Penalty 2831.967557 = -785520.069922
  nChanged 5
		SP:Iteration 34Q (150994.020000 sec): 3 clusters
  Score: Raw -788356.121039 + Penalty 2831.967557 = -785524.153481
  nChanged 2
		SP:Iteration 35Q (150994.120000 sec): 3 clusters
  Score: Raw -788357.938154 + Penalty 2831.967557 = -785525.970596
  nChanged 2
		SP:Iteration 36Q (150994.210000 sec): 3 clusters
  Score: Raw -788360.562882 + Penalty 2831.967557 = -785528.595324
  nChanged 3
		SP:Iteration 37Q (150994.300000 sec): 3 clusters
  Score: Raw -788363.139600 + Penalty 2831.967557 = -785531.172043
  nChanged 2
		SP:Iteration 38Q (150994.390000 sec): 3 clusters
  Score: Raw -788364.511111 + Penalty 2831.967557 = -785532.543553
  nChanged 1
		SP:Iteration 39Q (150994.480000 sec): 3 clusters
  Score: Raw -788365.048377 + Penalty 2831.967557 = -785533.080819
  nChanged 2
		SP:Iteration 40F (150994.580000 sec): 3 clusters
  Score: Raw -788367.089924 + Penalty 2831.967557 = -785535.122366
  nChanged 3
		SP:Iteration 41Q (150994.680000 sec): 3 clusters
  Score: Raw -788370.149893 + Penalty 2831.967557 = -785538.182336
  nChanged 4
		SP:Iteration 42Q (150994.770000 sec): 3 clusters
  Score: Raw -788374.159951 + Penalty 2831.967557 = -785542.192394
  nChanged 3
		SP:Iteration 43Q (150994.860000 sec): 3 clusters
  Score: Raw -788377.119664 + Penalty 2831.967557 = -785545.152107
  nChanged 4
		SP:Iteration 44Q (150994.960000 sec): 3 clusters
  Score: Raw -788381.687878 + Penalty 2831.967557 = -785549.720320
  nChanged 2
		SP:Iteration 45Q (150995.050000 sec): 3 clusters
  Score: Raw -788384.037988 + Penalty 2831.967557 = -785552.070431
  nChanged 2
		SP:Iteration 46Q (150995.150000 sec): 3 clusters
  Score: Raw -788386.322306 + Penalty 2831.967557 = -785554.354749
  nChanged 2
		SP:Iteration 47Q (150995.240000 sec): 3 clusters
  Score: Raw -788389.642582 + Penalty 2831.967557 = -785557.675025
  nChanged 3
		SP:Iteration 48Q (150995.340000 sec): 3 clusters
  Score: Raw -788392.269906 + Penalty 2831.967557 = -785560.302348
  nChanged 0
		SP:Iteration 49F (150995.440000 sec): 3 clusters
  Score: Raw -788392.269906 + Penalty 2831.967557 = -785560.302348
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 33 (964 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150995.500000 sec): 2 clusters
  Score: Raw -108109.713728 + Penalty 1116.552335 = -106993.161393
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150995.520000 sec): 3 clusters
  Score: Raw -107829.790147 + Penalty 2233.104671 = -105596.685476
  nChanged 287
		SP:Iteration 1F (150995.540000 sec): 3 clusters
  Score: Raw -108215.875554 + Penalty 2233.104671 = -105982.770883
  nChanged 92
		SP:Iteration 2F (150995.560000 sec): 3 clusters
  Score: Raw -108388.727418 + Penalty 2233.104671 = -106155.622748
  nChanged 64
		SP:Iteration 3F (150995.580000 sec): 3 clusters
  Score: Raw -108506.607268 + Penalty 2233.104671 = -106273.502598
  nChanged 49
		SP:Iteration 4F (150995.600000 sec): 3 clusters
  Score: Raw -108602.976224 + Penalty 2233.104671 = -106369.871554
  nChanged 47
		SP:Iteration 5Q (150995.610000 sec): 3 clusters
  Score: Raw -108697.288477 + Penalty 2233.104671 = -106464.183807
  nChanged 33
		SP:Iteration 6Q (150995.630000 sec): 3 clusters
  Score: Raw -108762.481837 + Penalty 2233.104671 = -106529.377166
  nChanged 22
		SP:Iteration 7Q (150995.650000 sec): 3 clusters
  Score: Raw -108800.179761 + Penalty 2233.104671 = -106567.075090
  nChanged 22
		SP:Iteration 8Q (150995.670000 sec): 3 clusters
  Score: Raw -108833.204866 + Penalty 2233.104671 = -106600.100196
  nChanged 13
		SP:Iteration 9Q (150995.680000 sec): 3 clusters
  Score: Raw -108850.726304 + Penalty 2233.104671 = -106617.621633
  nChanged 12
		SP:Iteration 10Q (150995.700000 sec): 3 clusters
  Score: Raw -108867.045693 + Penalty 2233.104671 = -106633.941022
  nChanged 7
		SP:Iteration 11Q (150995.720000 sec): 3 clusters
  Score: Raw -108878.931444 + Penalty 2233.104671 = -106645.826773
  nChanged 8
		SP:Iteration 12Q (150995.740000 sec): 3 clusters
  Score: Raw -108887.441760 + Penalty 2233.104671 = -106654.337089
  nChanged 8
		SP:Iteration 13Q (150995.760000 sec): 3 clusters
  Score: Raw -108909.000481 + Penalty 2233.104671 = -106675.895810
  nChanged 4
		SP:Iteration 14Q (150995.770000 sec): 3 clusters
  Score: Raw -108912.518590 + Penalty 2233.104671 = -106679.413919
  nChanged 0
		SP:Iteration 15F (150995.790000 sec): 3 clusters
  Score: Raw -108912.518590 + Penalty 2233.104671 = -106679.413919
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 34 (2426 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150995.860000 sec): 2 clusters
  Score: Raw -278766.586876 + Penalty 1266.524852 = -277500.062024
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150995.900000 sec): 3 clusters
  Score: Raw -277742.582274 + Penalty 2533.049704 = -275209.532570
  nChanged 844
		SP:Iteration 1F (150995.950000 sec): 3 clusters
  Score: Raw -278307.181009 + Penalty 2533.049704 = -275774.131305
  nChanged 190
		SP:Iteration 2F (150995.990000 sec): 3 clusters
  Score: Raw -278470.462342 + Penalty 2533.049704 = -275937.412638
  nChanged 152
		SP:Iteration 3F (150996.040000 sec): 3 clusters
  Score: Raw -278604.904153 + Penalty 2533.049704 = -276071.854449
  nChanged 137
		SP:Iteration 4F (150996.080000 sec): 3 clusters
  Score: Raw -278726.812758 + Penalty 2533.049704 = -276193.763054
  nChanged 136
		SP:Iteration 5F (150996.130000 sec): 3 clusters
  Score: Raw -278845.335817 + Penalty 2533.049704 = -276312.286113
  nChanged 124
		SP:Iteration 6F (150996.170000 sec): 3 clusters
  Score: Raw -278943.952710 + Penalty 2533.049704 = -276410.903006
  nChanged 114
		SP:Iteration 7Q (150996.220000 sec): 3 clusters
  Score: Raw -279042.752177 + Penalty 2533.049704 = -276509.702473
  nChanged 95
		SP:Iteration 8Q (150996.260000 sec): 3 clusters
  Score: Raw -279139.763129 + Penalty 2533.049704 = -276606.713425
  nChanged 85
		SP:Iteration 9Q (150996.300000 sec): 3 clusters
  Score: Raw -279236.138921 + Penalty 2533.049704 = -276703.089217
  nChanged 81
		SP:Iteration 10Q (150996.340000 sec): 3 clusters
  Score: Raw -279320.941024 + Penalty 2533.049704 = -276787.891319
  nChanged 67
		SP:Iteration 11Q (150996.390000 sec): 3 clusters
  Score: Raw -279376.793046 + Penalty 2533.049704 = -276843.743341
  nChanged 41
		SP:Iteration 12Q (150996.430000 sec): 3 clusters
  Score: Raw -279407.875952 + Penalty 2533.049704 = -276874.826248
  nChanged 24
		SP:Iteration 13Q (150996.480000 sec): 3 clusters
  Score: Raw -279428.955123 + Penalty 2533.049704 = -276895.905419
  nChanged 19
		SP:Iteration 14Q (150996.520000 sec): 3 clusters
  Score: Raw -279441.339500 + Penalty 2533.049704 = -276908.289796
  nChanged 17
		SP:Iteration 15Q (150996.560000 sec): 3 clusters
  Score: Raw -279458.195388 + Penalty 2533.049704 = -276925.145684
  nChanged 23
		SP:Iteration 16Q (150996.600000 sec): 3 clusters
  Score: Raw -279476.177707 + Penalty 2533.049704 = -276943.128003
  nChanged 22
		SP:Iteration 17Q (150996.650000 sec): 3 clusters
  Score: Raw -279491.304504 + Penalty 2533.049704 = -276958.254800
  nChanged 19
		SP:Iteration 18Q (150996.690000 sec): 3 clusters
  Score: Raw -279504.165464 + Penalty 2533.049704 = -276971.115760
  nChanged 11
		SP:Iteration 19Q (150996.750000 sec): 3 clusters
  Score: Raw -279509.530323 + Penalty 2533.049704 = -276976.480619
  nChanged 4
		SP:Iteration 20F (150996.790000 sec): 3 clusters
  Score: Raw -279510.934854 + Penalty 2533.049704 = -276977.885150
  nChanged 3
		SP:Iteration 21Q (150996.830000 sec): 3 clusters
  Score: Raw -279514.128058 + Penalty 2533.049704 = -276981.078353
  nChanged 3
		SP:Iteration 22Q (150996.880000 sec): 3 clusters
  Score: Raw -279517.626693 + Penalty 2533.049704 = -276984.576989
  nChanged 7
		SP:Iteration 23Q (150996.920000 sec): 3 clusters
  Score: Raw -279522.877971 + Penalty 2533.049704 = -276989.828267
  nChanged 5
		SP:Iteration 24Q (150996.960000 sec): 3 clusters
  Score: Raw -279524.908280 + Penalty 2533.049704 = -276991.858576
  nChanged 3
		SP:Iteration 25Q (150997.010000 sec): 3 clusters
  Score: Raw -279526.034834 + Penalty 2533.049704 = -276992.985130
  nChanged 0
		SP:Iteration 26F (150997.050000 sec): 3 clusters
  Score: Raw -279526.034834 + Penalty 2533.049704 = -276992.985130
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 35 (7065 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150997.150000 sec): 2 clusters
  Score: Raw -873164.515704 + Penalty 1440.222598 = -871724.293106
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150997.260000 sec): 3 clusters
  Score: Raw -869369.099736 + Penalty 2880.445196 = -866488.654540
  nChanged 2899
		SP:Iteration 1F (150997.360000 sec): 3 clusters
  Score: Raw -871067.531121 + Penalty 2880.445196 = -868187.085925
  nChanged 503
		SP:Iteration 2F (150997.480000 sec): 3 clusters
  Score: Raw -871339.536244 + Penalty 2880.445196 = -868459.091048
  nChanged 414
		SP:Iteration 3F (150997.590000 sec): 3 clusters
  Score: Raw -871537.437304 + Penalty 2880.445196 = -868656.992108
  nChanged 344
		SP:Iteration 4Q (150997.710000 sec): 3 clusters
  Score: Raw -871707.595333 + Penalty 2880.445196 = -868827.150137
  nChanged 296
		SP:Iteration 5Q (150997.830000 sec): 3 clusters
  Score: Raw -871856.550815 + Penalty 2880.445196 = -868976.105619
  nChanged 289
		SP:Iteration 6Q (150997.950000 sec): 3 clusters
  Score: Raw -872000.174723 + Penalty 2880.445196 = -869119.729527
  nChanged 254
		SP:Iteration 7Q (150998.070000 sec): 3 clusters
  Score: Raw -872139.122420 + Penalty 2880.445196 = -869258.677224
  nChanged 252
		SP:Iteration 8Q (150998.190000 sec): 3 clusters
  Score: Raw -872289.981419 + Penalty 2880.445196 = -869409.536223
  nChanged 224
		SP:Iteration 9Q (150998.310000 sec): 3 clusters
  Score: Raw -872418.445293 + Penalty 2880.445196 = -869538.000097
  nChanged 199
		SP:Iteration 10Q (150998.430000 sec): 3 clusters
  Score: Raw -872528.304661 + Penalty 2880.445196 = -869647.859465
  nChanged 171
		SP:Iteration 11Q (150998.550000 sec): 3 clusters
  Score: Raw -872632.433387 + Penalty 2880.445196 = -869751.988191
  nChanged 185
		SP:Iteration 12Q (150998.670000 sec): 3 clusters
  Score: Raw -872753.687921 + Penalty 2880.445196 = -869873.242725
  nChanged 140
		SP:Iteration 13Q (150998.790000 sec): 3 clusters
  Score: Raw -872837.523831 + Penalty 2880.445196 = -869957.078635
  nChanged 115
		SP:Iteration 14Q (150998.910000 sec): 3 clusters
  Score: Raw -872910.072012 + Penalty 2880.445196 = -870029.626816
  nChanged 101
		SP:Iteration 15Q (150999.030000 sec): 3 clusters
  Score: Raw -872978.737097 + Penalty 2880.445196 = -870098.291901
  nChanged 103
		SP:Iteration 16Q (150999.140000 sec): 3 clusters
  Score: Raw -873059.200248 + Penalty 2880.445196 = -870178.755052
  nChanged 99
		SP:Iteration 17Q (150999.260000 sec): 3 clusters
  Score: Raw -873145.283798 + Penalty 2880.445196 = -870264.838602
  nChanged 73
		SP:Iteration 18Q (150999.380000 sec): 3 clusters
  Score: Raw -873198.652886 + Penalty 2880.445196 = -870318.207690
  nChanged 50
		SP:Iteration 19Q (150999.490000 sec): 3 clusters
  Score: Raw -873233.176057 + Penalty 2880.445196 = -870352.730861
  nChanged 33
		SP:Iteration 20F (150999.610000 sec): 3 clusters
  Score: Raw -873253.153468 + Penalty 2880.445196 = -870372.708273
  nChanged 29
		SP:Iteration 21Q (150999.730000 sec): 3 clusters
  Score: Raw -873275.671485 + Penalty 2880.445196 = -870395.226289
  nChanged 27
		SP:Iteration 22Q (150999.840000 sec): 3 clusters
  Score: Raw -873300.395751 + Penalty 2880.445196 = -870419.950555
  nChanged 23
		SP:Iteration 23Q (150999.950000 sec): 3 clusters
  Score: Raw -873319.587258 + Penalty 2880.445196 = -870439.142062
  nChanged 19
		SP:Iteration 24Q (151000.070000 sec): 3 clusters
  Score: Raw -873331.740838 + Penalty 2880.445196 = -870451.295643
  nChanged 11
		SP:Iteration 25Q (151000.190000 sec): 3 clusters
  Score: Raw -873338.951509 + Penalty 2880.445196 = -870458.506314
  nChanged 9
		SP:Iteration 26Q (151000.300000 sec): 3 clusters
  Score: Raw -873346.089893 + Penalty 2880.445196 = -870465.644697
  nChanged 10
		SP:Iteration 27Q (151000.410000 sec): 3 clusters
  Score: Raw -873353.623685 + Penalty 2880.445196 = -870473.178489
  nChanged 10
		SP:Iteration 28Q (151000.530000 sec): 3 clusters
  Score: Raw -873360.940177 + Penalty 2880.445196 = -870480.494981
  nChanged 9
		SP:Iteration 29Q (151000.640000 sec): 3 clusters
  Score: Raw -873365.742275 + Penalty 2880.445196 = -870485.297079
  nChanged 5
		SP:Iteration 30Q (151000.750000 sec): 3 clusters
  Score: Raw -873369.475730 + Penalty 2880.445196 = -870489.030534
  nChanged 8
		SP:Iteration 31Q (151000.870000 sec): 3 clusters
  Score: Raw -873373.667475 + Penalty 2880.445196 = -870493.222279
  nChanged 5
		SP:Iteration 32Q (151000.980000 sec): 3 clusters
  Score: Raw -873376.879713 + Penalty 2880.445196 = -870496.434517
  nChanged 4
		SP:Iteration 33Q (151001.100000 sec): 3 clusters
  Score: Raw -873380.102176 + Penalty 2880.445196 = -870499.656980
  nChanged 5
		SP:Iteration 34Q (151001.210000 sec): 3 clusters
  Score: Raw -873383.560270 + Penalty 2880.445196 = -870503.115074
  nChanged 4
		SP:Iteration 35Q (151001.330000 sec): 3 clusters
  Score: Raw -873384.785190 + Penalty 2880.445196 = -870504.339994
  nChanged 2
		SP:Iteration 36Q (151001.440000 sec): 3 clusters
  Score: Raw -873386.303176 + Penalty 2880.445196 = -870505.857980
  nChanged 3
		SP:Iteration 37Q (151001.560000 sec): 3 clusters
  Score: Raw -873389.972865 + Penalty 2880.445196 = -870509.527669
  nChanged 2
		SP:Iteration 38Q (151001.670000 sec): 3 clusters
  Score: Raw -873391.159033 + Penalty 2880.445196 = -870510.713837
  nChanged 1
		SP:Iteration 39Q (151001.790000 sec): 3 clusters
  Score: Raw -873391.497578 + Penalty 2880.445196 = -870511.052382
  nChanged 0
		SP:Iteration 40F (151001.910000 sec): 3 clusters
  Score: Raw -873391.497578 + Penalty 2880.445196 = -870511.052382
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 36 (6399 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151002.010000 sec): 2 clusters
  Score: Raw -748160.372038 + Penalty 1424.133264 = -746736.238775
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151002.130000 sec): 3 clusters
  Score: Raw -744767.068925 + Penalty 2848.266527 = -741918.802397
  nChanged 2620
		SP:Iteration 1F (151002.230000 sec): 3 clusters
  Score: Raw -746213.743848 + Penalty 2848.266527 = -743365.477320
  nChanged 458
		SP:Iteration 2F (151002.340000 sec): 3 clusters
  Score: Raw -746465.419293 + Penalty 2848.266527 = -743617.152766
  nChanged 380
		SP:Iteration 3F (151002.450000 sec): 3 clusters
  Score: Raw -746669.960298 + Penalty 2848.266527 = -743821.693771
  nChanged 330
		SP:Iteration 4F (151002.550000 sec): 3 clusters
  Score: Raw -746854.314687 + Penalty 2848.266527 = -744006.048159
  nChanged 302
		SP:Iteration 5Q (151002.660000 sec): 3 clusters
  Score: Raw -747026.145047 + Penalty 2848.266527 = -744177.878519
  nChanged 292
		SP:Iteration 6Q (151002.770000 sec): 3 clusters
  Score: Raw -747165.100975 + Penalty 2848.266527 = -744316.834448
  nChanged 251
		SP:Iteration 7Q (151002.870000 sec): 3 clusters
  Score: Raw -747272.424220 + Penalty 2848.266527 = -744424.157693
  nChanged 198
		SP:Iteration 8Q (151002.980000 sec): 3 clusters
  Score: Raw -747351.579680 + Penalty 2848.266527 = -744503.313152
  nChanged 170
		SP:Iteration 9Q (151003.090000 sec): 3 clusters
  Score: Raw -747416.639950 + Penalty 2848.266527 = -744568.373423
  nChanged 148
		SP:Iteration 10Q (151003.200000 sec): 3 clusters
  Score: Raw -747480.415268 + Penalty 2848.266527 = -744632.148741
  nChanged 142
		SP:Iteration 11Q (151003.300000 sec): 3 clusters
  Score: Raw -747543.857112 + Penalty 2848.266527 = -744695.590585
  nChanged 134
		SP:Iteration 12Q (151003.410000 sec): 3 clusters
  Score: Raw -747606.642742 + Penalty 2848.266527 = -744758.376214
  nChanged 124
		SP:Iteration 13Q (151003.520000 sec): 3 clusters
  Score: Raw -747665.869078 + Penalty 2848.266527 = -744817.602551
  nChanged 118
		SP:Iteration 14Q (151003.630000 sec): 3 clusters
  Score: Raw -747712.630797 + Penalty 2848.266527 = -744864.364270
  nChanged 105
		SP:Iteration 15Q (151003.740000 sec): 3 clusters
  Score: Raw -747755.557367 + Penalty 2848.266527 = -744907.290839
  nChanged 93
		SP:Iteration 16Q (151003.850000 sec): 3 clusters
  Score: Raw -747797.672757 + Penalty 2848.266527 = -744949.406230
  nChanged 82
		SP:Iteration 17Q (151003.960000 sec): 3 clusters
  Score: Raw -747835.203582 + Penalty 2848.266527 = -744986.937055
  nChanged 69
		SP:Iteration 18Q (151004.060000 sec): 3 clusters
  Score: Raw -747860.344574 + Penalty 2848.266527 = -745012.078047
  nChanged 55
		SP:Iteration 19Q (151004.170000 sec): 3 clusters
  Score: Raw -747883.801614 + Penalty 2848.266527 = -745035.535087
  nChanged 63
		SP:Iteration 20F (151004.280000 sec): 3 clusters
  Score: Raw -747910.122831 + Penalty 2848.266527 = -745061.856304
  nChanged 54
		SP:Iteration 21Q (151004.380000 sec): 3 clusters
  Score: Raw -747934.492363 + Penalty 2848.266527 = -745086.225835
  nChanged 43
		SP:Iteration 22Q (151004.490000 sec): 3 clusters
  Score: Raw -747950.947586 + Penalty 2848.266527 = -745102.681058
  nChanged 42
		SP:Iteration 23Q (151004.600000 sec): 3 clusters
  Score: Raw -747967.137534 + Penalty 2848.266527 = -745118.871007
  nChanged 46
		SP:Iteration 24Q (151004.700000 sec): 3 clusters
  Score: Raw -747988.542433 + Penalty 2848.266527 = -745140.275906
  nChanged 45
		SP:Iteration 25Q (151004.810000 sec): 3 clusters
  Score: Raw -748013.805360 + Penalty 2848.266527 = -745165.538833
  nChanged 49
		SP:Iteration 26Q (151004.920000 sec): 3 clusters
  Score: Raw -748040.452321 + Penalty 2848.266527 = -745192.185794
  nChanged 52
		SP:Iteration 27Q (151005.030000 sec): 3 clusters
  Score: Raw -748068.520629 + Penalty 2848.266527 = -745220.254102
  nChanged 49
		SP:Iteration 28Q (151005.130000 sec): 3 clusters
  Score: Raw -748094.470576 + Penalty 2848.266527 = -745246.204049
  nChanged 51
		SP:Iteration 29Q (151005.240000 sec): 3 clusters
  Score: Raw -748124.869587 + Penalty 2848.266527 = -745276.603059
  nChanged 54
		SP:Iteration 30Q (151005.340000 sec): 3 clusters
  Score: Raw -748171.252567 + Penalty 2848.266527 = -745322.986040
  nChanged 72
		SP:Iteration 31Q (151005.450000 sec): 3 clusters
  Score: Raw -748218.914087 + Penalty 2848.266527 = -745370.647560
  nChanged 54
		SP:Iteration 32Q (151005.550000 sec): 3 clusters
  Score: Raw -748252.787057 + Penalty 2848.266527 = -745404.520529
  nChanged 42
		SP:Iteration 33Q (151005.650000 sec): 3 clusters
  Score: Raw -748284.603786 + Penalty 2848.266527 = -745436.337258
  nChanged 44
		SP:Iteration 34Q (151005.750000 sec): 3 clusters
  Score: Raw -748317.585108 + Penalty 2848.266527 = -745469.318581
  nChanged 40
		SP:Iteration 35Q (151005.860000 sec): 3 clusters
  Score: Raw -748363.967310 + Penalty 2848.266527 = -745515.700782
  nChanged 59
		SP:Iteration 36Q (151005.960000 sec): 3 clusters
  Score: Raw -748443.993872 + Penalty 2848.266527 = -745595.727344
  nChanged 65
		SP:Iteration 37Q (151006.060000 sec): 3 clusters
  Score: Raw -748564.281886 + Penalty 2848.266527 = -745716.015359
  nChanged 69
		SP:Iteration 38Q (151006.170000 sec): 3 clusters
  Score: Raw -748709.886760 + Penalty 2848.266527 = -745861.620233
  nChanged 83
		SP:Iteration 39Q (151006.280000 sec): 3 clusters
  Score: Raw -748837.838906 + Penalty 2848.266527 = -745989.572379
  nChanged 84
		SP:Iteration 40F (151006.390000 sec): 3 clusters
  Score: Raw -748905.782521 + Penalty 2848.266527 = -746057.515993
  nChanged 105
		SP:Iteration 41Q (151006.490000 sec): 3 clusters
  Score: Raw -748995.629371 + Penalty 2848.266527 = -746147.362844
  nChanged 117
		SP:Iteration 42Q (151006.590000 sec): 3 clusters
  Score: Raw -749100.567761 + Penalty 2848.266527 = -746252.301234
  nChanged 148
		SP:Iteration 43Q (151006.690000 sec): 3 clusters
  Score: Raw -749257.132478 + Penalty 2848.266527 = -746408.865951
  nChanged 174
		SP:Iteration 44Q (151006.790000 sec): 3 clusters
  Score: Raw -749485.997743 + Penalty 2848.266527 = -746637.731216
  nChanged 229
		SP:Iteration 45Q (151006.890000 sec): 3 clusters
  Score: Raw -749872.438064 + Penalty 2848.266527 = -747024.171537
  nChanged 287
		SP:Iteration 46Q (151006.990000 sec): 3 clusters
  Score: Raw -750541.786175 + Penalty 2848.266527 = -747693.519647
  nChanged 234
		SP:Iteration 47Q (151007.090000 sec): 3 clusters
  Score: Raw -751127.062119 + Penalty 2848.266527 = -748278.795591
  nChanged 96
		SP:Iteration 48Q (151007.190000 sec): 3 clusters
  Score: Raw -751291.116494 + Penalty 2848.266527 = -748442.849967
  nChanged 49
		SP:Iteration 49Q (151007.280000 sec): 3 clusters
  Score: Raw -751356.943793 + Penalty 2848.266527 = -748508.677266
  nChanged 37
		SP:Iteration 50Q (151007.380000 sec): 3 clusters
  Score: Raw -751399.907026 + Penalty 2848.266527 = -748551.640498
  nChanged 41
		SP:Iteration 51Q (151007.480000 sec): 3 clusters
  Score: Raw -751452.121223 + Penalty 2848.266527 = -748603.854696
  nChanged 34
		SP:Iteration 52Q (151007.580000 sec): 3 clusters
  Score: Raw -751488.444674 + Penalty 2848.266527 = -748640.178146
  nChanged 33
		SP:Iteration 53Q (151007.680000 sec): 3 clusters
  Score: Raw -751523.509999 + Penalty 2848.266527 = -748675.243472
  nChanged 28
		SP:Iteration 54Q (151007.790000 sec): 3 clusters
  Score: Raw -751549.856835 + Penalty 2848.266527 = -748701.590307
  nChanged 30
		SP:Iteration 55Q (151007.890000 sec): 3 clusters
  Score: Raw -751579.724201 + Penalty 2848.266527 = -748731.457674
  nChanged 33
		SP:Iteration 56Q (151007.980000 sec): 3 clusters
  Score: Raw -751617.285241 + Penalty 2848.266527 = -748769.018714
  nChanged 29
		SP:Iteration 57Q (151008.080000 sec): 3 clusters
  Score: Raw -751645.932417 + Penalty 2848.266527 = -748797.665889
  nChanged 19
		SP:Iteration 58Q (151008.190000 sec): 3 clusters
  Score: Raw -751665.175360 + Penalty 2848.266527 = -748816.908833
  nChanged 16
		SP:Iteration 59Q (151008.290000 sec): 3 clusters
  Score: Raw -751678.320926 + Penalty 2848.266527 = -748830.054398
  nChanged 11
		SP:Iteration 60F (151008.400000 sec): 3 clusters
  Score: Raw -751748.207127 + Penalty 2848.266527 = -748899.940600
  nChanged 52
		SP:Iteration 61Q (151008.500000 sec): 3 clusters
  Score: Raw -751831.954402 + Penalty 2848.266527 = -748983.687874
  nChanged 43
		SP:Iteration 62Q (151008.600000 sec): 3 clusters
  Score: Raw -751896.549348 + Penalty 2848.266527 = -749048.282821
  nChanged 40
		SP:Iteration 63Q (151008.700000 sec): 3 clusters
  Score: Raw -751941.335545 + Penalty 2848.266527 = -749093.069018
  nChanged 28
		SP:Iteration 64Q (151008.810000 sec): 3 clusters
  Score: Raw -751964.514125 + Penalty 2848.266527 = -749116.247598
  nChanged 17
		SP:Iteration 65Q (151008.990000 sec): 3 clusters
  Score: Raw -751974.416734 + Penalty 2848.266527 = -749126.150207
  nChanged 14
		SP:Iteration 66Q (151009.080000 sec): 3 clusters
  Score: Raw -751981.421954 + Penalty 2848.266527 = -749133.155426
  nChanged 13
		SP:Iteration 67Q (151009.180000 sec): 3 clusters
  Score: Raw -751988.199218 + Penalty 2848.266527 = -749139.932690
  nChanged 11
		SP:Iteration 68Q (151009.270000 sec): 3 clusters
  Score: Raw -751992.867120 + Penalty 2848.266527 = -749144.600592
  nChanged 9
		SP:Iteration 69Q (151009.370000 sec): 3 clusters
  Score: Raw -751996.645710 + Penalty 2848.266527 = -749148.379182
  nChanged 3
		SP:Iteration 70Q (151009.470000 sec): 3 clusters
  Score: Raw -751997.338393 + Penalty 2848.266527 = -749149.071866
  nChanged 3
		SP:Iteration 71Q (151009.570000 sec): 3 clusters
  Score: Raw -751998.337878 + Penalty 2848.266527 = -749150.071350
  nChanged 3
		SP:Iteration 72Q (151009.660000 sec): 3 clusters
  Score: Raw -751999.075232 + Penalty 2848.266527 = -749150.808704
  nChanged 1
		SP:Iteration 73Q (151009.760000 sec): 3 clusters
  Score: Raw -751999.222187 + Penalty 2848.266527 = -749150.955659
  nChanged 0
		SP:Iteration 74F (151009.870000 sec): 3 clusters
  Score: Raw -751999.222187 + Penalty 2848.266527 = -749150.955659
  nChanged 0
  Score: Raw -119108500.375075 + Penalty 245289.985902 = -118863210.389174

Splitting cluster 36 changes total score from -118861421.788835 to -118863210.389174

 So it's getting split into cluster 109.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 37 (1925 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151344.470000 sec): 2 clusters
  Score: Raw -220618.796477 + Penalty 1228.935703 = -219389.860775
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151344.510000 sec): 3 clusters
  Score: Raw -219853.481746 + Penalty 2457.871405 = -217395.610341
  nChanged 670
		SP:Iteration 1F (151344.560000 sec): 3 clusters
  Score: Raw -220364.305156 + Penalty 2457.871405 = -217906.433750
  nChanged 166
		SP:Iteration 2F (151344.600000 sec): 3 clusters
  Score: Raw -220538.103738 + Penalty 2457.871405 = -218080.232333
  nChanged 126
		SP:Iteration 3F (151344.640000 sec): 3 clusters
  Score: Raw -220661.649785 + Penalty 2457.871405 = -218203.778380
  nChanged 98
		SP:Iteration 4F (151344.680000 sec): 3 clusters
  Score: Raw -220756.869046 + Penalty 2457.871405 = -218298.997641
  nChanged 89
		SP:Iteration 5Q (151344.710000 sec): 3 clusters
  Score: Raw -220840.563516 + Penalty 2457.871405 = -218382.692111
  nChanged 63
		SP:Iteration 6Q (151344.750000 sec): 3 clusters
  Score: Raw -220890.095365 + Penalty 2457.871405 = -218432.223960
  nChanged 46
		SP:Iteration 7Q (151344.780000 sec): 3 clusters
  Score: Raw -220936.447550 + Penalty 2457.871405 = -218478.576145
  nChanged 53
		SP:Iteration 8Q (151344.820000 sec): 3 clusters
  Score: Raw -220992.983681 + Penalty 2457.871405 = -218535.112276
  nChanged 52
		SP:Iteration 9Q (151344.850000 sec): 3 clusters
  Score: Raw -221048.706396 + Penalty 2457.871405 = -218590.834991
  nChanged 45
		SP:Iteration 10Q (151344.880000 sec): 3 clusters
  Score: Raw -221112.770231 + Penalty 2457.871405 = -218654.898826
  nChanged 45
		SP:Iteration 11Q (151344.920000 sec): 3 clusters
  Score: Raw -221156.134860 + Penalty 2457.871405 = -218698.263455
  nChanged 32
		SP:Iteration 12Q (151344.950000 sec): 3 clusters
  Score: Raw -221185.879821 + Penalty 2457.871405 = -218728.008416
  nChanged 24
		SP:Iteration 13Q (151344.990000 sec): 3 clusters
  Score: Raw -221212.467126 + Penalty 2457.871405 = -218754.595720
  nChanged 17
		SP:Iteration 14Q (151345.020000 sec): 3 clusters
  Score: Raw -221222.520019 + Penalty 2457.871405 = -218764.648614
  nChanged 11
		SP:Iteration 15Q (151345.060000 sec): 3 clusters
  Score: Raw -221228.975665 + Penalty 2457.871405 = -218771.104260
  nChanged 4
		SP:Iteration 16Q (151345.090000 sec): 3 clusters
  Score: Raw -221231.678226 + Penalty 2457.871405 = -218773.806821
  nChanged 6
		SP:Iteration 17Q (151345.130000 sec): 3 clusters
  Score: Raw -221236.249809 + Penalty 2457.871405 = -218778.378404
  nChanged 6
		SP:Iteration 18Q (151345.160000 sec): 3 clusters
  Score: Raw -221240.248872 + Penalty 2457.871405 = -218782.377467
  nChanged 3
		SP:Iteration 19Q (151345.200000 sec): 3 clusters
  Score: Raw -221241.956031 + Penalty 2457.871405 = -218784.084626
  nChanged 1
		SP:Iteration 20F (151345.230000 sec): 3 clusters
  Score: Raw -221242.139146 + Penalty 2457.871405 = -218784.267741
  nChanged 1
		SP:Iteration 21Q (151345.260000 sec): 3 clusters
  Score: Raw -221242.976120 + Penalty 2457.871405 = -218785.104715
  nChanged 0
		SP:Iteration 22F (151345.300000 sec): 3 clusters
  Score: Raw -221242.976120 + Penalty 2457.871405 = -218785.104715
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 38 (2432 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151345.400000 sec): 2 clusters
  Score: Raw -274492.134662 + Penalty 1266.926252 = -273225.208410
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151345.490000 sec): 3 clusters
  Score: Raw -273380.515730 + Penalty 2533.852504 = -270846.663226
  nChanged 921
		SP:Iteration 1F (151345.560000 sec): 3 clusters
  Score: Raw -274025.293769 + Penalty 2533.852504 = -271491.441265
  nChanged 211
		SP:Iteration 2F (151345.600000 sec): 3 clusters
  Score: Raw -274191.824781 + Penalty 2533.852504 = -271657.972277
  nChanged 138
		SP:Iteration 3F (151345.650000 sec): 3 clusters
  Score: Raw -274286.134189 + Penalty 2533.852504 = -271752.281685
  nChanged 102
		SP:Iteration 4Q (151345.700000 sec): 3 clusters
  Score: Raw -274356.442174 + Penalty 2533.852504 = -271822.589670
  nChanged 84
		SP:Iteration 5Q (151345.740000 sec): 3 clusters
  Score: Raw -274404.997412 + Penalty 2533.852504 = -271871.144908
  nChanged 48
		SP:Iteration 6Q (151345.780000 sec): 3 clusters
  Score: Raw -274425.771744 + Penalty 2533.852504 = -271891.919240
  nChanged 29
		SP:Iteration 7Q (151345.830000 sec): 3 clusters
  Score: Raw -274438.486164 + Penalty 2533.852504 = -271904.633660
  nChanged 37
		SP:Iteration 8Q (151345.870000 sec): 3 clusters
  Score: Raw -274456.190346 + Penalty 2533.852504 = -271922.337842
  nChanged 29
		SP:Iteration 9Q (151345.920000 sec): 3 clusters
  Score: Raw -274467.972666 + Penalty 2533.852504 = -271934.120162
  nChanged 25
		SP:Iteration 10Q (151345.960000 sec): 3 clusters
  Score: Raw -274478.675564 + Penalty 2533.852504 = -271944.823060
  nChanged 17
		SP:Iteration 11Q (151346.000000 sec): 3 clusters
  Score: Raw -274489.200151 + Penalty 2533.852504 = -271955.347647
  nChanged 28
		SP:Iteration 12Q (151346.050000 sec): 3 clusters
  Score: Raw -274501.634287 + Penalty 2533.852504 = -271967.781783
  nChanged 27
		SP:Iteration 13Q (151346.090000 sec): 3 clusters
  Score: Raw -274512.935177 + Penalty 2533.852504 = -271979.082673
  nChanged 21
		SP:Iteration 14Q (151346.140000 sec): 3 clusters
  Score: Raw -274524.104410 + Penalty 2533.852504 = -271990.251906
  nChanged 16
		SP:Iteration 15Q (151346.180000 sec): 3 clusters
  Score: Raw -274528.336601 + Penalty 2533.852504 = -271994.484097
  nChanged 7
		SP:Iteration 16Q (151346.220000 sec): 3 clusters
  Score: Raw -274530.973729 + Penalty 2533.852504 = -271997.121225
  nChanged 6
		SP:Iteration 17Q (151346.270000 sec): 3 clusters
  Score: Raw -274532.230648 + Penalty 2533.852504 = -271998.378144
  nChanged 5
		SP:Iteration 18Q (151346.310000 sec): 3 clusters
  Score: Raw -274533.629775 + Penalty 2533.852504 = -271999.777271
  nChanged 2
		SP:Iteration 19Q (151346.360000 sec): 3 clusters
  Score: Raw -274534.039747 + Penalty 2533.852504 = -272000.187243
  nChanged 2
		SP:Iteration 20F (151346.400000 sec): 3 clusters
  Score: Raw -274534.319472 + Penalty 2533.852504 = -272000.466968
  nChanged 2
		SP:Iteration 21Q (151346.450000 sec): 3 clusters
  Score: Raw -274534.741176 + Penalty 2533.852504 = -272000.888672
  nChanged 2
		SP:Iteration 22Q (151346.490000 sec): 3 clusters
  Score: Raw -274535.204461 + Penalty 2533.852504 = -272001.351957
  nChanged 2
		SP:Iteration 23Q (151346.540000 sec): 3 clusters
  Score: Raw -274535.627400 + Penalty 2533.852504 = -272001.774896
  nChanged 1
		SP:Iteration 24Q (151346.580000 sec): 3 clusters
  Score: Raw -274536.357576 + Penalty 2533.852504 = -272002.505072
  nChanged 1
		SP:Iteration 25Q (151346.620000 sec): 3 clusters
  Score: Raw -274536.698998 + Penalty 2533.852504 = -272002.846494
  nChanged 3
		SP:Iteration 26Q (151346.670000 sec): 3 clusters
  Score: Raw -274537.561245 + Penalty 2533.852504 = -272003.708741
  nChanged 7
		SP:Iteration 27Q (151346.710000 sec): 3 clusters
  Score: Raw -274539.576236 + Penalty 2533.852504 = -272005.723732
  nChanged 3
		SP:Iteration 28Q (151346.760000 sec): 3 clusters
  Score: Raw -274540.290433 + Penalty 2533.852504 = -272006.437929
  nChanged 3
		SP:Iteration 29Q (151346.800000 sec): 3 clusters
  Score: Raw -274541.029955 + Penalty 2533.852504 = -272007.177451
  nChanged 0
		SP:Iteration 30F (151346.850000 sec): 3 clusters
  Score: Raw -274541.029955 + Penalty 2533.852504 = -272007.177451
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 39 (18583 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151347.080000 sec): 2 clusters
  Score: Raw -2158281.659005 + Penalty 1597.375400 = -2156684.283605
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151347.350000 sec): 3 clusters
  Score: Raw -2147114.174597 + Penalty 3194.750801 = -2143919.423797
  nChanged 8375
		SP:Iteration 1F (151347.600000 sec): 3 clusters
  Score: Raw -2151676.320554 + Penalty 3194.750801 = -2148481.569753
  nChanged 1049
		SP:Iteration 2F (151347.820000 sec): 3 clusters
  Score: Raw -2152142.262962 + Penalty 3194.750801 = -2148947.512162
  nChanged 1059
		SP:Iteration 3F (151348.070000 sec): 3 clusters
  Score: Raw -2152684.548424 + Penalty 3194.750801 = -2149489.797623
  nChanged 1105
		SP:Iteration 4F (151348.300000 sec): 3 clusters
  Score: Raw -2153295.505806 + Penalty 3194.750801 = -2150100.755005
  nChanged 1119
		SP:Iteration 5F (151348.540000 sec): 3 clusters
  Score: Raw -2153885.359400 + Penalty 3194.750801 = -2150690.608599
  nChanged 1043
		SP:Iteration 6F (151348.780000 sec): 3 clusters
  Score: Raw -2154418.399399 + Penalty 3194.750801 = -2151223.648598
  nChanged 913
		SP:Iteration 7Q (151349.020000 sec): 3 clusters
  Score: Raw -2154841.260683 + Penalty 3194.750801 = -2151646.509883
  nChanged 837
		SP:Iteration 8Q (151349.250000 sec): 3 clusters
  Score: Raw -2155162.553688 + Penalty 3194.750801 = -2151967.802888
  nChanged 688
		SP:Iteration 9Q (151349.500000 sec): 3 clusters
  Score: Raw -2155398.483691 + Penalty 3194.750801 = -2152203.732890
  nChanged 573
		SP:Iteration 10Q (151349.730000 sec): 3 clusters
  Score: Raw -2155566.911965 + Penalty 3194.750801 = -2152372.161164
  nChanged 432
		SP:Iteration 11Q (151350.010000 sec): 3 clusters
  Score: Raw -2155663.891226 + Penalty 3194.750801 = -2152469.140425
  nChanged 314
		SP:Iteration 12Q (151350.260000 sec): 3 clusters
  Score: Raw -2155733.686084 + Penalty 3194.750801 = -2152538.935284
  nChanged 307
		SP:Iteration 13Q (151350.510000 sec): 3 clusters
  Score: Raw -2155794.542462 + Penalty 3194.750801 = -2152599.791662
  nChanged 247
		SP:Iteration 14Q (151350.750000 sec): 3 clusters
  Score: Raw -2155842.345560 + Penalty 3194.750801 = -2152647.594760
  nChanged 223
		SP:Iteration 15Q (151350.980000 sec): 3 clusters
  Score: Raw -2155885.414571 + Penalty 3194.750801 = -2152690.663770
  nChanged 214
		SP:Iteration 16Q (151351.260000 sec): 3 clusters
  Score: Raw -2155927.250628 + Penalty 3194.750801 = -2152732.499827
  nChanged 208
		SP:Iteration 17Q (151351.500000 sec): 3 clusters
  Score: Raw -2155966.932721 + Penalty 3194.750801 = -2152772.181920
  nChanged 209
		SP:Iteration 18Q (151351.760000 sec): 3 clusters
  Score: Raw -2156013.547069 + Penalty 3194.750801 = -2152818.796269
  nChanged 230
		SP:Iteration 19Q (151352.010000 sec): 3 clusters
  Score: Raw -2156065.191078 + Penalty 3194.750801 = -2152870.440278
  nChanged 248
		SP:Iteration 20F (151352.230000 sec): 3 clusters
  Score: Raw -2156125.888623 + Penalty 3194.750801 = -2152931.137822
  nChanged 272
		SP:Iteration 21Q (151352.470000 sec): 3 clusters
  Score: Raw -2156192.625498 + Penalty 3194.750801 = -2152997.874697
  nChanged 275
		SP:Iteration 22Q (151352.700000 sec): 3 clusters
  Score: Raw -2156257.986352 + Penalty 3194.750801 = -2153063.235551
  nChanged 282
		SP:Iteration 23Q (151352.940000 sec): 3 clusters
  Score: Raw -2156333.454746 + Penalty 3194.750801 = -2153138.703945
  nChanged 306
		SP:Iteration 24Q (151353.170000 sec): 3 clusters
  Score: Raw -2156420.025578 + Penalty 3194.750801 = -2153225.274777
  nChanged 350
		SP:Iteration 25Q (151353.420000 sec): 3 clusters
  Score: Raw -2156532.350466 + Penalty 3194.750801 = -2153337.599665
  nChanged 392
		SP:Iteration 26Q (151353.650000 sec): 3 clusters
  Score: Raw -2156671.349828 + Penalty 3194.750801 = -2153476.599027
  nChanged 384
		SP:Iteration 27Q (151353.890000 sec): 3 clusters
  Score: Raw -2156821.648671 + Penalty 3194.750801 = -2153626.897870
  nChanged 427
		SP:Iteration 28Q (151354.120000 sec): 3 clusters
  Score: Raw -2156999.556538 + Penalty 3194.750801 = -2153804.805737
  nChanged 430
		SP:Iteration 29Q (151354.370000 sec): 3 clusters
  Score: Raw -2157185.180082 + Penalty 3194.750801 = -2153990.429282
  nChanged 427
		SP:Iteration 30Q (151354.590000 sec): 3 clusters
  Score: Raw -2157379.228536 + Penalty 3194.750801 = -2154184.477736
  nChanged 414
		SP:Iteration 31Q (151354.830000 sec): 3 clusters
  Score: Raw -2157571.746629 + Penalty 3194.750801 = -2154376.995828
  nChanged 383
		SP:Iteration 32Q (151355.090000 sec): 3 clusters
  Score: Raw -2157755.358775 + Penalty 3194.750801 = -2154560.607975
  nChanged 329
		SP:Iteration 33Q (151355.370000 sec): 3 clusters
  Score: Raw -2157907.506329 + Penalty 3194.750801 = -2154712.755528
  nChanged 310
		SP:Iteration 34Q (151355.610000 sec): 3 clusters
  Score: Raw -2158080.266702 + Penalty 3194.750801 = -2154885.515902
  nChanged 271
		SP:Iteration 35Q (151355.870000 sec): 3 clusters
  Score: Raw -2158227.684498 + Penalty 3194.750801 = -2155032.933698
  nChanged 238
		SP:Iteration 36Q (151356.120000 sec): 3 clusters
  Score: Raw -2158349.837169 + Penalty 3194.750801 = -2155155.086368
  nChanged 173
		SP:Iteration 37Q (151356.340000 sec): 3 clusters
  Score: Raw -2158438.492573 + Penalty 3194.750801 = -2155243.741772
  nChanged 143
		SP:Iteration 38Q (151356.570000 sec): 3 clusters
  Score: Raw -2158510.626522 + Penalty 3194.750801 = -2155315.875721
  nChanged 110
		SP:Iteration 39Q (151356.830000 sec): 3 clusters
  Score: Raw -2158564.076522 + Penalty 3194.750801 = -2155369.325722
  nChanged 72
		SP:Iteration 40F (151357.070000 sec): 3 clusters
  Score: Raw -2158606.515714 + Penalty 3194.750801 = -2155411.764913
  nChanged 58
		SP:Iteration 41Q (151357.320000 sec): 3 clusters
  Score: Raw -2158635.326241 + Penalty 3194.750801 = -2155440.575441
  nChanged 35
		SP:Iteration 42Q (151357.550000 sec): 3 clusters
  Score: Raw -2158649.892969 + Penalty 3194.750801 = -2155455.142168
  nChanged 29
		SP:Iteration 43Q (151357.790000 sec): 3 clusters
  Score: Raw -2158661.578000 + Penalty 3194.750801 = -2155466.827200
  nChanged 20
		SP:Iteration 44Q (151358.030000 sec): 3 clusters
  Score: Raw -2158674.618912 + Penalty 3194.750801 = -2155479.868112
  nChanged 26
		SP:Iteration 45Q (151358.270000 sec): 3 clusters
  Score: Raw -2158692.367577 + Penalty 3194.750801 = -2155497.616777
  nChanged 24
		SP:Iteration 46Q (151358.490000 sec): 3 clusters
  Score: Raw -2158709.943641 + Penalty 3194.750801 = -2155515.192840
  nChanged 25
		SP:Iteration 47Q (151358.740000 sec): 3 clusters
  Score: Raw -2158725.939977 + Penalty 3194.750801 = -2155531.189176
  nChanged 26
		SP:Iteration 48Q (151358.950000 sec): 3 clusters
  Score: Raw -2158739.308436 + Penalty 3194.750801 = -2155544.557635
  nChanged 18
		SP:Iteration 49Q (151359.210000 sec): 3 clusters
  Score: Raw -2158748.386288 + Penalty 3194.750801 = -2155553.635487
  nChanged 11
		SP:Iteration 50Q (151359.420000 sec): 3 clusters
  Score: Raw -2158752.478820 + Penalty 3194.750801 = -2155557.728019
  nChanged 5
		SP:Iteration 51Q (151359.640000 sec): 3 clusters
  Score: Raw -2158754.436872 + Penalty 3194.750801 = -2155559.686072
  nChanged 6
		SP:Iteration 52Q (151359.890000 sec): 3 clusters
  Score: Raw -2158757.281175 + Penalty 3194.750801 = -2155562.530375
  nChanged 5
		SP:Iteration 53Q (151360.110000 sec): 3 clusters
  Score: Raw -2158758.966033 + Penalty 3194.750801 = -2155564.215233
  nChanged 4
		SP:Iteration 54Q (151360.350000 sec): 3 clusters
  Score: Raw -2158760.880190 + Penalty 3194.750801 = -2155566.129390
  nChanged 3
		SP:Iteration 55Q (151360.560000 sec): 3 clusters
  Score: Raw -2158762.082209 + Penalty 3194.750801 = -2155567.331409
  nChanged 2
		SP:Iteration 56Q (151360.820000 sec): 3 clusters
  Score: Raw -2158763.236640 + Penalty 3194.750801 = -2155568.485839
  nChanged 3
		SP:Iteration 57Q (151361.030000 sec): 3 clusters
  Score: Raw -2158764.329973 + Penalty 3194.750801 = -2155569.579173
  nChanged 5
		SP:Iteration 58Q (151361.250000 sec): 3 clusters
  Score: Raw -2158765.873014 + Penalty 3194.750801 = -2155571.122214
  nChanged 3
		SP:Iteration 59Q (151361.500000 sec): 3 clusters
  Score: Raw -2158767.042130 + Penalty 3194.750801 = -2155572.291329
  nChanged 2
		SP:Iteration 60F (151361.740000 sec): 3 clusters
  Score: Raw -2158768.299670 + Penalty 3194.750801 = -2155573.548869
  nChanged 1
		SP:Iteration 61Q (151361.950000 sec): 3 clusters
  Score: Raw -2158768.692700 + Penalty 3194.750801 = -2155573.941899
  nChanged 1
		SP:Iteration 62Q (151362.150000 sec): 3 clusters
  Score: Raw -2158768.915339 + Penalty 3194.750801 = -2155574.164539
  nChanged 1
		SP:Iteration 63Q (151362.370000 sec): 3 clusters
  Score: Raw -2158769.202663 + Penalty 3194.750801 = -2155574.451862
  nChanged 2
		SP:Iteration 64Q (151362.610000 sec): 3 clusters
  Score: Raw -2158770.709391 + Penalty 3194.750801 = -2155575.958590
  nChanged 3
		SP:Iteration 65Q (151362.830000 sec): 3 clusters
  Score: Raw -2158772.203850 + Penalty 3194.750801 = -2155577.453050
  nChanged 0
		SP:Iteration 66F (151363.100000 sec): 3 clusters
  Score: Raw -2158772.203850 + Penalty 3194.750801 = -2155577.453050
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 40 (12774 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151363.250000 sec): 2 clusters
  Score: Raw -1505201.731462 + Penalty 1536.464659 = -1503665.266803
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151363.430000 sec): 3 clusters
  Score: Raw -1497851.148522 + Penalty 3072.929319 = -1494778.219203
  nChanged 5545
		SP:Iteration 1F (151363.600000 sec): 3 clusters
  Score: Raw -1500821.039578 + Penalty 3072.929319 = -1497748.110259
  nChanged 800
		SP:Iteration 2F (151363.790000 sec): 3 clusters
  Score: Raw -1501156.650066 + Penalty 3072.929319 = -1498083.720748
  nChanged 683
		SP:Iteration 3F (151363.960000 sec): 3 clusters
  Score: Raw -1501461.864583 + Penalty 3072.929319 = -1498388.935264
  nChanged 629
		SP:Iteration 4Q (151364.130000 sec): 3 clusters
  Score: Raw -1501739.596831 + Penalty 3072.929319 = -1498666.667512
  nChanged 591
		SP:Iteration 5Q (151364.330000 sec): 3 clusters
  Score: Raw -1501995.761278 + Penalty 3072.929319 = -1498922.831960
  nChanged 550
		SP:Iteration 6Q (151364.510000 sec): 3 clusters
  Score: Raw -1502252.364195 + Penalty 3072.929319 = -1499179.434876
  nChanged 570
		SP:Iteration 7Q (151364.680000 sec): 3 clusters
  Score: Raw -1502538.526690 + Penalty 3072.929319 = -1499465.597371
  nChanged 564
		SP:Iteration 8Q (151364.870000 sec): 3 clusters
  Score: Raw -1502861.133438 + Penalty 3072.929319 = -1499788.204120
  nChanged 602
		SP:Iteration 9Q (151365.050000 sec): 3 clusters
  Score: Raw -1503225.146413 + Penalty 3072.929319 = -1500152.217095
  nChanged 581
		SP:Iteration 10Q (151365.240000 sec): 3 clusters
  Score: Raw -1503617.105549 + Penalty 3072.929319 = -1500544.176231
  nChanged 534
		SP:Iteration 11Q (151365.420000 sec): 3 clusters
  Score: Raw -1503993.608023 + Penalty 3072.929319 = -1500920.678704
  nChanged 487
		SP:Iteration 12Q (151365.590000 sec): 3 clusters
  Score: Raw -1504352.810102 + Penalty 3072.929319 = -1501279.880783
  nChanged 398
		SP:Iteration 13Q (151365.760000 sec): 3 clusters
  Score: Raw -1504649.288281 + Penalty 3072.929319 = -1501576.358962
  nChanged 298
		SP:Iteration 14Q (151365.930000 sec): 3 clusters
  Score: Raw -1504889.247093 + Penalty 3072.929319 = -1501816.317775
  nChanged 238
		SP:Iteration 15Q (151366.090000 sec): 3 clusters
  Score: Raw -1505066.501759 + Penalty 3072.929319 = -1501993.572441
  nChanged 162
		SP:Iteration 16Q (151366.270000 sec): 3 clusters
  Score: Raw -1505178.887584 + Penalty 3072.929319 = -1502105.958266
  nChanged 105
		SP:Iteration 17Q (151366.440000 sec): 3 clusters
  Score: Raw -1505259.660073 + Penalty 3072.929319 = -1502186.730755
  nChanged 94
		SP:Iteration 18Q (151366.630000 sec): 3 clusters
  Score: Raw -1505341.797129 + Penalty 3072.929319 = -1502268.867811
  nChanged 73
		SP:Iteration 19Q (151366.790000 sec): 3 clusters
  Score: Raw -1505400.362930 + Penalty 3072.929319 = -1502327.433611
  nChanged 56
		SP:Iteration 20F (151366.980000 sec): 3 clusters
  Score: Raw -1505437.155723 + Penalty 3072.929319 = -1502364.226404
  nChanged 37
		SP:Iteration 21Q (151367.150000 sec): 3 clusters
  Score: Raw -1505462.107066 + Penalty 3072.929319 = -1502389.177747
  nChanged 32
		SP:Iteration 22Q (151367.300000 sec): 3 clusters
  Score: Raw -1505487.074389 + Penalty 3072.929319 = -1502414.145070
  nChanged 30
		SP:Iteration 23Q (151367.490000 sec): 3 clusters
  Score: Raw -1505513.079825 + Penalty 3072.929319 = -1502440.150506
  nChanged 24
		SP:Iteration 24Q (151367.650000 sec): 3 clusters
  Score: Raw -1505536.061715 + Penalty 3072.929319 = -1502463.132397
  nChanged 17
		SP:Iteration 25Q (151367.840000 sec): 3 clusters
  Score: Raw -1505552.236978 + Penalty 3072.929319 = -1502479.307659
  nChanged 20
		SP:Iteration 26Q (151368.000000 sec): 3 clusters
  Score: Raw -1505571.570091 + Penalty 3072.929319 = -1502498.640773
  nChanged 20
		SP:Iteration 27Q (151368.160000 sec): 3 clusters
  Score: Raw -1505593.277530 + Penalty 3072.929319 = -1502520.348212
  nChanged 17
		SP:Iteration 28Q (151368.360000 sec): 3 clusters
  Score: Raw -1505610.341600 + Penalty 3072.929319 = -1502537.412282
  nChanged 17
		SP:Iteration 29Q (151368.520000 sec): 3 clusters
  Score: Raw -1505624.070355 + Penalty 3072.929319 = -1502551.141037
  nChanged 9
		SP:Iteration 30Q (151368.710000 sec): 3 clusters
  Score: Raw -1505630.876723 + Penalty 3072.929319 = -1502557.947404
  nChanged 10
		SP:Iteration 31Q (151368.870000 sec): 3 clusters
  Score: Raw -1505637.783955 + Penalty 3072.929319 = -1502564.854637
  nChanged 4
		SP:Iteration 32Q (151369.030000 sec): 3 clusters
  Score: Raw -1505641.235366 + Penalty 3072.929319 = -1502568.306047
  nChanged 3
		SP:Iteration 33Q (151369.220000 sec): 3 clusters
  Score: Raw -1505642.870985 + Penalty 3072.929319 = -1502569.941667
  nChanged 0
		SP:Iteration 34F (151369.390000 sec): 3 clusters
  Score: Raw -1505642.870985 + Penalty 3072.929319 = -1502569.941667
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 41 (11856 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151369.560000 sec): 2 clusters
  Score: Raw -1409324.787210 + Penalty 1524.345769 = -1407800.441441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151369.740000 sec): 3 clusters
  Score: Raw -1402617.368364 + Penalty 3048.691538 = -1399568.676827
  nChanged 5176
		SP:Iteration 1F (151369.910000 sec): 3 clusters
  Score: Raw -1405606.495463 + Penalty 3048.691538 = -1402557.803925
  nChanged 862
		SP:Iteration 2F (151370.070000 sec): 3 clusters
  Score: Raw -1406135.995752 + Penalty 3048.691538 = -1403087.304214
  nChanged 759
		SP:Iteration 3F (151370.240000 sec): 3 clusters
  Score: Raw -1406625.389738 + Penalty 3048.691538 = -1403576.698200
  nChanged 722
		SP:Iteration 4F (151370.400000 sec): 3 clusters
  Score: Raw -1407129.054370 + Penalty 3048.691538 = -1404080.362832
  nChanged 708
		SP:Iteration 5F (151370.580000 sec): 3 clusters
  Score: Raw -1407631.742625 + Penalty 3048.691538 = -1404583.051087
  nChanged 642
		SP:Iteration 6F (151370.730000 sec): 3 clusters
  Score: Raw -1408078.762165 + Penalty 3048.691538 = -1405030.070627
  nChanged 538
		SP:Iteration 7Q (151370.910000 sec): 3 clusters
  Score: Raw -1408392.679804 + Penalty 3048.691538 = -1405343.988266
  nChanged 430
		SP:Iteration 8Q (151371.070000 sec): 3 clusters
  Score: Raw -1408609.843065 + Penalty 3048.691538 = -1405561.151527
  nChanged 343
		SP:Iteration 9Q (151371.240000 sec): 3 clusters
  Score: Raw -1408777.090461 + Penalty 3048.691538 = -1405728.398923
  nChanged 299
		SP:Iteration 10Q (151371.400000 sec): 3 clusters
  Score: Raw -1408899.637102 + Penalty 3048.691538 = -1405850.945564
  nChanged 231
		SP:Iteration 11Q (151371.570000 sec): 3 clusters
  Score: Raw -1408974.284056 + Penalty 3048.691538 = -1405925.592518
  nChanged 171
		SP:Iteration 12Q (151371.730000 sec): 3 clusters
  Score: Raw -1409023.078038 + Penalty 3048.691538 = -1405974.386500
  nChanged 123
		SP:Iteration 13Q (151371.900000 sec): 3 clusters
  Score: Raw -1409051.346944 + Penalty 3048.691538 = -1406002.655406
  nChanged 93
		SP:Iteration 14Q (151372.050000 sec): 3 clusters
  Score: Raw -1409069.025099 + Penalty 3048.691538 = -1406020.333561
  nChanged 65
		SP:Iteration 15Q (151372.240000 sec): 3 clusters
  Score: Raw -1409078.389788 + Penalty 3048.691538 = -1406029.698250
  nChanged 41
		SP:Iteration 16Q (151372.390000 sec): 3 clusters
  Score: Raw -1409084.326848 + Penalty 3048.691538 = -1406035.635310
  nChanged 41
		SP:Iteration 17Q (151372.570000 sec): 3 clusters
  Score: Raw -1409090.693562 + Penalty 3048.691538 = -1406042.002024
  nChanged 46
		SP:Iteration 18Q (151372.730000 sec): 3 clusters
  Score: Raw -1409097.230221 + Penalty 3048.691538 = -1406048.538683
  nChanged 41
		SP:Iteration 19Q (151372.910000 sec): 3 clusters
  Score: Raw -1409103.687213 + Penalty 3048.691538 = -1406054.995675
  nChanged 45
		SP:Iteration 20F (151373.070000 sec): 3 clusters
  Score: Raw -1409111.736377 + Penalty 3048.691538 = -1406063.044839
  nChanged 49
		SP:Iteration 21Q (151373.250000 sec): 3 clusters
  Score: Raw -1409119.582905 + Penalty 3048.691538 = -1406070.891367
  nChanged 40
		SP:Iteration 22Q (151373.400000 sec): 3 clusters
  Score: Raw -1409124.641044 + Penalty 3048.691538 = -1406075.949506
  nChanged 32
		SP:Iteration 23Q (151373.580000 sec): 3 clusters
  Score: Raw -1409128.849318 + Penalty 3048.691538 = -1406080.157780
  nChanged 27
		SP:Iteration 24Q (151373.740000 sec): 3 clusters
  Score: Raw -1409133.093612 + Penalty 3048.691538 = -1406084.402074
  nChanged 27
		SP:Iteration 25Q (151373.930000 sec): 3 clusters
  Score: Raw -1409138.261958 + Penalty 3048.691538 = -1406089.570420
  nChanged 31
		SP:Iteration 26Q (151374.080000 sec): 3 clusters
  Score: Raw -1409142.517026 + Penalty 3048.691538 = -1406093.825488
  nChanged 29
		SP:Iteration 27Q (151374.270000 sec): 3 clusters
  Score: Raw -1409147.050291 + Penalty 3048.691538 = -1406098.358753
  nChanged 32
		SP:Iteration 28Q (151374.430000 sec): 3 clusters
  Score: Raw -1409150.752117 + Penalty 3048.691538 = -1406102.060579
  nChanged 25
		SP:Iteration 29Q (151374.610000 sec): 3 clusters
  Score: Raw -1409153.372860 + Penalty 3048.691538 = -1406104.681322
  nChanged 26
		SP:Iteration 30Q (151374.770000 sec): 3 clusters
  Score: Raw -1409156.534298 + Penalty 3048.691538 = -1406107.842760
  nChanged 24
		SP:Iteration 31Q (151374.930000 sec): 3 clusters
  Score: Raw -1409159.872097 + Penalty 3048.691538 = -1406111.180559
  nChanged 20
		SP:Iteration 32Q (151375.090000 sec): 3 clusters
  Score: Raw -1409162.971633 + Penalty 3048.691538 = -1406114.280095
  nChanged 26
		SP:Iteration 33Q (151375.270000 sec): 3 clusters
  Score: Raw -1409167.334672 + Penalty 3048.691538 = -1406118.643134
  nChanged 30
		SP:Iteration 34Q (151375.430000 sec): 3 clusters
  Score: Raw -1409171.604648 + Penalty 3048.691538 = -1406122.913110
  nChanged 28
		SP:Iteration 35Q (151375.590000 sec): 3 clusters
  Score: Raw -1409175.341919 + Penalty 3048.691538 = -1406126.650381
  nChanged 26
		SP:Iteration 36Q (151375.750000 sec): 3 clusters
  Score: Raw -1409179.138364 + Penalty 3048.691538 = -1406130.446826
  nChanged 21
		SP:Iteration 37Q (151375.910000 sec): 3 clusters
  Score: Raw -1409182.130933 + Penalty 3048.691538 = -1406133.439395
  nChanged 24
		SP:Iteration 38Q (151376.070000 sec): 3 clusters
  Score: Raw -1409186.050500 + Penalty 3048.691538 = -1406137.358962
  nChanged 34
		SP:Iteration 39Q (151376.260000 sec): 3 clusters
  Score: Raw -1409191.915141 + Penalty 3048.691538 = -1406143.223603
  nChanged 35
		SP:Iteration 40F (151376.420000 sec): 3 clusters
  Score: Raw -1409196.928807 + Penalty 3048.691538 = -1406148.237269
  nChanged 28
		SP:Iteration 41Q (151376.580000 sec): 3 clusters
  Score: Raw -1409200.384808 + Penalty 3048.691538 = -1406151.693270
  nChanged 24
		SP:Iteration 42Q (151376.740000 sec): 3 clusters
  Score: Raw -1409203.517139 + Penalty 3048.691538 = -1406154.825601
  nChanged 25
		SP:Iteration 43Q (151376.900000 sec): 3 clusters
  Score: Raw -1409206.918376 + Penalty 3048.691538 = -1406158.226838
  nChanged 28
		SP:Iteration 44Q (151377.060000 sec): 3 clusters
  Score: Raw -1409211.250880 + Penalty 3048.691538 = -1406162.559342
  nChanged 26
		SP:Iteration 45Q (151377.250000 sec): 3 clusters
  Score: Raw -1409215.704503 + Penalty 3048.691538 = -1406167.012966
  nChanged 33
		SP:Iteration 46Q (151377.410000 sec): 3 clusters
  Score: Raw -1409221.275287 + Penalty 3048.691538 = -1406172.583749
  nChanged 33
		SP:Iteration 47Q (151377.570000 sec): 3 clusters
  Score: Raw -1409227.277394 + Penalty 3048.691538 = -1406178.585856
  nChanged 34
		SP:Iteration 48Q (151377.730000 sec): 3 clusters
  Score: Raw -1409232.513516 + Penalty 3048.691538 = -1406183.821978
  nChanged 34
		SP:Iteration 49Q (151377.920000 sec): 3 clusters
  Score: Raw -1409237.217644 + Penalty 3048.691538 = -1406188.526106
  nChanged 38
		SP:Iteration 50Q (151378.070000 sec): 3 clusters
  Score: Raw -1409243.743303 + Penalty 3048.691538 = -1406195.051765
  nChanged 33
		SP:Iteration 51Q (151378.230000 sec): 3 clusters
  Score: Raw -1409250.291088 + Penalty 3048.691538 = -1406201.599550
  nChanged 38
		SP:Iteration 52Q (151378.390000 sec): 3 clusters
  Score: Raw -1409257.495535 + Penalty 3048.691538 = -1406208.803997
  nChanged 36
		SP:Iteration 53Q (151378.560000 sec): 3 clusters
  Score: Raw -1409264.963700 + Penalty 3048.691538 = -1406216.272162
  nChanged 44
		SP:Iteration 54Q (151378.720000 sec): 3 clusters
  Score: Raw -1409273.137036 + Penalty 3048.691538 = -1406224.445498
  nChanged 42
		SP:Iteration 55Q (151378.900000 sec): 3 clusters
  Score: Raw -1409280.749879 + Penalty 3048.691538 = -1406232.058341
  nChanged 37
		SP:Iteration 56Q (151379.060000 sec): 3 clusters
  Score: Raw -1409286.309980 + Penalty 3048.691538 = -1406237.618442
  nChanged 35
		SP:Iteration 57Q (151379.220000 sec): 3 clusters
  Score: Raw -1409291.796875 + Penalty 3048.691538 = -1406243.105337
  nChanged 32
		SP:Iteration 58Q (151379.360000 sec): 3 clusters
  Score: Raw -1409296.051754 + Penalty 3048.691538 = -1406247.360217
  nChanged 26
		SP:Iteration 59Q (151379.550000 sec): 3 clusters
  Score: Raw -1409301.702084 + Penalty 3048.691538 = -1406253.010546
  nChanged 32
		SP:Iteration 60F (151379.710000 sec): 3 clusters
  Score: Raw -1409308.049862 + Penalty 3048.691538 = -1406259.358324
  nChanged 33
		SP:Iteration 61Q (151379.870000 sec): 3 clusters
  Score: Raw -1409313.344068 + Penalty 3048.691538 = -1406264.652530
  nChanged 31
		SP:Iteration 62Q (151380.040000 sec): 3 clusters
  Score: Raw -1409317.307314 + Penalty 3048.691538 = -1406268.615776
  nChanged 27
		SP:Iteration 63Q (151380.220000 sec): 3 clusters
  Score: Raw -1409321.325480 + Penalty 3048.691538 = -1406272.633942
  nChanged 25
		SP:Iteration 64Q (151380.380000 sec): 3 clusters
  Score: Raw -1409325.826104 + Penalty 3048.691538 = -1406277.134566
  nChanged 29
		SP:Iteration 65Q (151380.560000 sec): 3 clusters
  Score: Raw -1409330.900193 + Penalty 3048.691538 = -1406282.208655
  nChanged 29
		SP:Iteration 66Q (151380.710000 sec): 3 clusters
  Score: Raw -1409335.514522 + Penalty 3048.691538 = -1406286.822985
  nChanged 21
		SP:Iteration 67Q (151380.890000 sec): 3 clusters
  Score: Raw -1409339.118547 + Penalty 3048.691538 = -1406290.427009
  nChanged 18
		SP:Iteration 68Q (151381.050000 sec): 3 clusters
  Score: Raw -1409341.575881 + Penalty 3048.691538 = -1406292.884343
  nChanged 12
		SP:Iteration 69Q (151381.210000 sec): 3 clusters
  Score: Raw -1409342.744459 + Penalty 3048.691538 = -1406294.052921
  nChanged 9
		SP:Iteration 70Q (151381.370000 sec): 3 clusters
  Score: Raw -1409343.497690 + Penalty 3048.691538 = -1406294.806152
  nChanged 8
		SP:Iteration 71Q (151381.550000 sec): 3 clusters
  Score: Raw -1409344.332912 + Penalty 3048.691538 = -1406295.641374
  nChanged 7
		SP:Iteration 72Q (151381.710000 sec): 3 clusters
  Score: Raw -1409345.208799 + Penalty 3048.691538 = -1406296.517261
  nChanged 7
		SP:Iteration 73Q (151381.870000 sec): 3 clusters
  Score: Raw -1409345.664633 + Penalty 3048.691538 = -1406296.973095
  nChanged 10
		SP:Iteration 74Q (151382.020000 sec): 3 clusters
  Score: Raw -1409346.925899 + Penalty 3048.691538 = -1406298.234361
  nChanged 9
		SP:Iteration 75Q (151382.210000 sec): 3 clusters
  Score: Raw -1409347.548744 + Penalty 3048.691538 = -1406298.857206
  nChanged 6
		SP:Iteration 76Q (151382.360000 sec): 3 clusters
  Score: Raw -1409348.093899 + Penalty 3048.691538 = -1406299.402361
  nChanged 4
		SP:Iteration 77Q (151382.530000 sec): 3 clusters
  Score: Raw -1409348.430504 + Penalty 3048.691538 = -1406299.738966
  nChanged 3
		SP:Iteration 78Q (151382.690000 sec): 3 clusters
  Score: Raw -1409348.697109 + Penalty 3048.691538 = -1406300.005571
  nChanged 3
		SP:Iteration 79Q (151382.870000 sec): 3 clusters
  Score: Raw -1409348.976708 + Penalty 3048.691538 = -1406300.285170
  nChanged 3
		SP:Iteration 80F (151383.030000 sec): 3 clusters
  Score: Raw -1409349.425173 + Penalty 3048.691538 = -1406300.733635
  nChanged 6
		SP:Iteration 81Q (151383.190000 sec): 3 clusters
  Score: Raw -1409349.919941 + Penalty 3048.691538 = -1406301.228403
  nChanged 8
		SP:Iteration 82Q (151383.350000 sec): 3 clusters
  Score: Raw -1409350.937492 + Penalty 3048.691538 = -1406302.245954
  nChanged 7
		SP:Iteration 83Q (151383.530000 sec): 3 clusters
  Score: Raw -1409351.725728 + Penalty 3048.691538 = -1406303.034190
  nChanged 5
		SP:Iteration 84Q (151383.690000 sec): 3 clusters
  Score: Raw -1409352.614909 + Penalty 3048.691538 = -1406303.923371
  nChanged 12
		SP:Iteration 85Q (151383.870000 sec): 3 clusters
  Score: Raw -1409354.079164 + Penalty 3048.691538 = -1406305.387626
  nChanged 6
		SP:Iteration 86Q (151384.030000 sec): 3 clusters
  Score: Raw -1409354.639651 + Penalty 3048.691538 = -1406305.948113
  nChanged 5
		SP:Iteration 87Q (151384.190000 sec): 3 clusters
  Score: Raw -1409355.184831 + Penalty 3048.691538 = -1406306.493293
  nChanged 6
		SP:Iteration 88Q (151384.350000 sec): 3 clusters
  Score: Raw -1409355.855418 + Penalty 3048.691538 = -1406307.163880
  nChanged 8
		SP:Iteration 89Q (151384.530000 sec): 3 clusters
  Score: Raw -1409356.718320 + Penalty 3048.691538 = -1406308.026782
  nChanged 13
		SP:Iteration 90Q (151384.680000 sec): 3 clusters
  Score: Raw -1409358.047152 + Penalty 3048.691538 = -1406309.355614
  nChanged 11
		SP:Iteration 91Q (151384.860000 sec): 3 clusters
  Score: Raw -1409359.360911 + Penalty 3048.691538 = -1406310.669373
  nChanged 8
		SP:Iteration 92Q (151385.020000 sec): 3 clusters
  Score: Raw -1409360.294041 + Penalty 3048.691538 = -1406311.602503
  nChanged 11
		SP:Iteration 93Q (151385.170000 sec): 3 clusters
  Score: Raw -1409360.979423 + Penalty 3048.691538 = -1406312.287885
  nChanged 5
		SP:Iteration 94Q (151385.330000 sec): 3 clusters
  Score: Raw -1409361.530038 + Penalty 3048.691538 = -1406312.838500
  nChanged 6
		SP:Iteration 95Q (151385.520000 sec): 3 clusters
  Score: Raw -1409361.949205 + Penalty 3048.691538 = -1406313.257667
  nChanged 3
		SP:Iteration 96Q (151385.670000 sec): 3 clusters
  Score: Raw -1409362.362013 + Penalty 3048.691538 = -1406313.670475
  nChanged 5
		SP:Iteration 97Q (151385.830000 sec): 3 clusters
  Score: Raw -1409362.866744 + Penalty 3048.691538 = -1406314.175206
  nChanged 5
		SP:Iteration 98Q (151385.990000 sec): 3 clusters
  Score: Raw -1409363.389060 + Penalty 3048.691538 = -1406314.697522
  nChanged 10
		SP:Iteration 99Q (151386.170000 sec): 3 clusters
  Score: Raw -1409364.134623 + Penalty 3048.691538 = -1406315.443085
  nChanged 6
		SP:Iteration 100F (151386.340000 sec): 3 clusters
  Score: Raw -1409364.710233 + Penalty 3048.691538 = -1406316.018695
  nChanged 8
		SP:Iteration 101Q (151386.520000 sec): 3 clusters
  Score: Raw -1409365.452534 + Penalty 3048.691538 = -1406316.760997
  nChanged 10
		SP:Iteration 102Q (151386.670000 sec): 3 clusters
  Score: Raw -1409366.674129 + Penalty 3048.691538 = -1406317.982591
  nChanged 15
		SP:Iteration 103Q (151386.830000 sec): 3 clusters
  Score: Raw -1409369.073865 + Penalty 3048.691538 = -1406320.382328
  nChanged 15
		SP:Iteration 104Q (151386.990000 sec): 3 clusters
  Score: Raw -1409371.192318 + Penalty 3048.691538 = -1406322.500780
  nChanged 22
		SP:Iteration 105Q (151387.170000 sec): 3 clusters
  Score: Raw -1409374.201814 + Penalty 3048.691538 = -1406325.510276
  nChanged 21
		SP:Iteration 106Q (151387.320000 sec): 3 clusters
  Score: Raw -1409376.535245 + Penalty 3048.691538 = -1406327.843707
  nChanged 12
		SP:Iteration 107Q (151387.510000 sec): 3 clusters
  Score: Raw -1409378.125912 + Penalty 3048.691538 = -1406329.434374
  nChanged 12
		SP:Iteration 108Q (151387.670000 sec): 3 clusters
  Score: Raw -1409379.542575 + Penalty 3048.691538 = -1406330.851037
  nChanged 9
		SP:Iteration 109Q (151387.820000 sec): 3 clusters
  Score: Raw -1409380.517346 + Penalty 3048.691538 = -1406331.825808
  nChanged 8
		SP:Iteration 110Q (151387.980000 sec): 3 clusters
  Score: Raw -1409381.217247 + Penalty 3048.691538 = -1406332.525709
  nChanged 7
		SP:Iteration 111Q (151388.160000 sec): 3 clusters
  Score: Raw -1409381.832164 + Penalty 3048.691538 = -1406333.140626
  nChanged 6
		SP:Iteration 112Q (151388.320000 sec): 3 clusters
  Score: Raw -1409382.838802 + Penalty 3048.691538 = -1406334.147264
  nChanged 14
		SP:Iteration 113Q (151388.500000 sec): 3 clusters
  Score: Raw -1409384.446512 + Penalty 3048.691538 = -1406335.754974
  nChanged 13
		SP:Iteration 114Q (151388.640000 sec): 3 clusters
  Score: Raw -1409385.825838 + Penalty 3048.691538 = -1406337.134300
  nChanged 14
		SP:Iteration 115Q (151388.780000 sec): 3 clusters
  Score: Raw -1409387.399705 + Penalty 3048.691538 = -1406338.708167
  nChanged 10
		SP:Iteration 116Q (151388.970000 sec): 3 clusters
  Score: Raw -1409388.645213 + Penalty 3048.691538 = -1406339.953675
  nChanged 11
		SP:Iteration 117Q (151389.110000 sec): 3 clusters
  Score: Raw -1409389.898231 + Penalty 3048.691538 = -1406341.206693
  nChanged 11
		SP:Iteration 118Q (151389.280000 sec): 3 clusters
  Score: Raw -1409391.043265 + Penalty 3048.691538 = -1406342.351727
  nChanged 16
		SP:Iteration 119Q (151389.430000 sec): 3 clusters
  Score: Raw -1409392.755727 + Penalty 3048.691538 = -1406344.064189
  nChanged 14
		SP:Iteration 120F (151389.610000 sec): 3 clusters
  Score: Raw -1409394.605088 + Penalty 3048.691538 = -1406345.913550
  nChanged 15
		SP:Iteration 121Q (151389.760000 sec): 3 clusters
  Score: Raw -1409396.277726 + Penalty 3048.691538 = -1406347.586188
  nChanged 13
		SP:Iteration 122Q (151389.920000 sec): 3 clusters
  Score: Raw -1409398.175186 + Penalty 3048.691538 = -1406349.483648
  nChanged 19
		SP:Iteration 123Q (151390.100000 sec): 3 clusters
  Score: Raw -1409400.780318 + Penalty 3048.691538 = -1406352.088780
  nChanged 23
		SP:Iteration 124Q (151390.250000 sec): 3 clusters
  Score: Raw -1409404.067118 + Penalty 3048.691538 = -1406355.375580
  nChanged 18
		SP:Iteration 125Q (151390.410000 sec): 3 clusters
  Score: Raw -1409406.905053 + Penalty 3048.691538 = -1406358.213515
  nChanged 21
		SP:Iteration 126Q (151390.560000 sec): 3 clusters
  Score: Raw -1409410.118647 + Penalty 3048.691538 = -1406361.427109
  nChanged 25
		SP:Iteration 127Q (151390.750000 sec): 3 clusters
  Score: Raw -1409414.172964 + Penalty 3048.691538 = -1406365.481426
  nChanged 34
		SP:Iteration 128Q (151390.900000 sec): 3 clusters
  Score: Raw -1409420.897791 + Penalty 3048.691538 = -1406372.206253
  nChanged 39
		SP:Iteration 129Q (151391.080000 sec): 3 clusters
  Score: Raw -1409427.983499 + Penalty 3048.691538 = -1406379.291961
  nChanged 37
		SP:Iteration 130Q (151391.230000 sec): 3 clusters
  Score: Raw -1409434.713387 + Penalty 3048.691538 = -1406386.021849
  nChanged 38
		SP:Iteration 131Q (151391.420000 sec): 3 clusters
  Score: Raw -1409441.575593 + Penalty 3048.691538 = -1406392.884055
  nChanged 27
		SP:Iteration 132Q (151391.570000 sec): 3 clusters
  Score: Raw -1409446.341228 + Penalty 3048.691538 = -1406397.649690
  nChanged 42
		SP:Iteration 133Q (151391.750000 sec): 3 clusters
  Score: Raw -1409454.306664 + Penalty 3048.691538 = -1406405.615126
  nChanged 48
		SP:Iteration 134Q (151391.910000 sec): 3 clusters
  Score: Raw -1409462.975982 + Penalty 3048.691538 = -1406414.284444
  nChanged 45
		SP:Iteration 135Q (151392.090000 sec): 3 clusters
  Score: Raw -1409471.356774 + Penalty 3048.691538 = -1406422.665236
  nChanged 43
		SP:Iteration 136Q (151392.240000 sec): 3 clusters
  Score: Raw -1409480.630142 + Penalty 3048.691538 = -1406431.938604
  nChanged 39
		SP:Iteration 137Q (151392.420000 sec): 3 clusters
  Score: Raw -1409487.820127 + Penalty 3048.691538 = -1406439.128589
  nChanged 35
		SP:Iteration 138Q (151392.580000 sec): 3 clusters
  Score: Raw -1409493.464603 + Penalty 3048.691538 = -1406444.773065
  nChanged 27
		SP:Iteration 139Q (151392.760000 sec): 3 clusters
  Score: Raw -1409497.787607 + Penalty 3048.691538 = -1406449.096069
  nChanged 23
		SP:Iteration 140F (151392.920000 sec): 3 clusters
  Score: Raw -1409501.405608 + Penalty 3048.691538 = -1406452.714070
  nChanged 25
		SP:Iteration 141Q (151393.080000 sec): 3 clusters
  Score: Raw -1409505.486010 + Penalty 3048.691538 = -1406456.794472
  nChanged 31
		SP:Iteration 142Q (151393.230000 sec): 3 clusters
  Score: Raw -1409512.452339 + Penalty 3048.691538 = -1406463.760801
  nChanged 30
		SP:Iteration 143Q (151393.410000 sec): 3 clusters
  Score: Raw -1409518.309334 + Penalty 3048.691538 = -1406469.617796
  nChanged 26
		SP:Iteration 144Q (151393.560000 sec): 3 clusters
  Score: Raw -1409522.447058 + Penalty 3048.691538 = -1406473.755520
  nChanged 25
		SP:Iteration 145Q (151393.750000 sec): 3 clusters
  Score: Raw -1409526.365812 + Penalty 3048.691538 = -1406477.674274
  nChanged 31
		SP:Iteration 146Q (151393.900000 sec): 3 clusters
  Score: Raw -1409532.878499 + Penalty 3048.691538 = -1406484.186961
  nChanged 35
		SP:Iteration 147Q (151394.080000 sec): 3 clusters
  Score: Raw -1409539.987256 + Penalty 3048.691538 = -1406491.295718
  nChanged 28
		SP:Iteration 148Q (151394.230000 sec): 3 clusters
  Score: Raw -1409545.988328 + Penalty 3048.691538 = -1406497.296790
  nChanged 35
		SP:Iteration 149Q (151394.410000 sec): 3 clusters
  Score: Raw -1409551.724411 + Penalty 3048.691538 = -1406503.032873
  nChanged 30
		SP:Iteration 150Q (151394.560000 sec): 3 clusters
  Score: Raw -1409558.241509 + Penalty 3048.691538 = -1406509.549971
  nChanged 34
		SP:Iteration 151Q (151394.740000 sec): 3 clusters
  Score: Raw -1409565.577689 + Penalty 3048.691538 = -1406516.886151
  nChanged 29
		SP:Iteration 152Q (151394.900000 sec): 3 clusters
  Score: Raw -1409569.725718 + Penalty 3048.691538 = -1406521.034180
  nChanged 16
		SP:Iteration 153Q (151395.080000 sec): 3 clusters
  Score: Raw -1409573.206427 + Penalty 3048.691538 = -1406524.514889
  nChanged 17
		SP:Iteration 154Q (151395.230000 sec): 3 clusters
  Score: Raw -1409576.244363 + Penalty 3048.691538 = -1406527.552825
  nChanged 21
		SP:Iteration 155Q (151395.410000 sec): 3 clusters
  Score: Raw -1409580.190991 + Penalty 3048.691538 = -1406531.499453
  nChanged 21
		SP:Iteration 156Q (151395.550000 sec): 3 clusters
  Score: Raw -1409583.597619 + Penalty 3048.691538 = -1406534.906082
  nChanged 17
		SP:Iteration 157Q (151395.740000 sec): 3 clusters
  Score: Raw -1409586.333410 + Penalty 3048.691538 = -1406537.641872
  nChanged 18
		SP:Iteration 158Q (151395.880000 sec): 3 clusters
  Score: Raw -1409589.290718 + Penalty 3048.691538 = -1406540.599180
  nChanged 10
		SP:Iteration 159Q (151396.060000 sec): 3 clusters
  Score: Raw -1409590.426779 + Penalty 3048.691538 = -1406541.735242
  nChanged 5
		SP:Iteration 160F (151396.230000 sec): 3 clusters
  Score: Raw -1409590.814064 + Penalty 3048.691538 = -1406542.122526
  nChanged 4
		SP:Iteration 161Q (151396.410000 sec): 3 clusters
  Score: Raw -1409591.041836 + Penalty 3048.691538 = -1406542.350298
  nChanged 3
		SP:Iteration 162Q (151396.560000 sec): 3 clusters
  Score: Raw -1409591.185382 + Penalty 3048.691538 = -1406542.493844
  nChanged 4
		SP:Iteration 163Q (151396.740000 sec): 3 clusters
  Score: Raw -1409591.574067 + Penalty 3048.691538 = -1406542.882529
  nChanged 2
		SP:Iteration 164Q (151396.890000 sec): 3 clusters
  Score: Raw -1409591.704150 + Penalty 3048.691538 = -1406543.012612
  nChanged 1
		SP:Iteration 165Q (151397.070000 sec): 3 clusters
  Score: Raw -1409591.791246 + Penalty 3048.691538 = -1406543.099708
  nChanged 2
		SP:Iteration 166Q (151397.220000 sec): 3 clusters
  Score: Raw -1409592.178505 + Penalty 3048.691538 = -1406543.486967
  nChanged 3
		SP:Iteration 167Q (151397.390000 sec): 3 clusters
  Score: Raw -1409592.701155 + Penalty 3048.691538 = -1406544.009617
  nChanged 3
		SP:Iteration 168Q (151397.540000 sec): 3 clusters
  Score: Raw -1409593.230275 + Penalty 3048.691538 = -1406544.538737
  nChanged 3
		SP:Iteration 169Q (151397.700000 sec): 3 clusters
  Score: Raw -1409593.624354 + Penalty 3048.691538 = -1406544.932817
  nChanged 3
		SP:Iteration 170Q (151397.850000 sec): 3 clusters
  Score: Raw -1409593.937981 + Penalty 3048.691538 = -1406545.246443
  nChanged 1
		SP:Iteration 171Q (151398.010000 sec): 3 clusters
  Score: Raw -1409594.046397 + Penalty 3048.691538 = -1406545.354859
  nChanged 1
		SP:Iteration 172Q (151398.190000 sec): 3 clusters
  Score: Raw -1409594.150645 + Penalty 3048.691538 = -1406545.459107
  nChanged 2
		SP:Iteration 173Q (151398.340000 sec): 3 clusters
  Score: Raw -1409594.291274 + Penalty 3048.691538 = -1406545.599736
  nChanged 0
		SP:Iteration 174F (151398.530000 sec): 3 clusters
  Score: Raw -1409594.291274 + Penalty 3048.691538 = -1406545.599736
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 42 (11564 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151398.660000 sec): 2 clusters
  Score: Raw -1351889.857712 + Penalty 1520.293467 = -1350369.564246
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151398.820000 sec): 3 clusters
  Score: Raw -1345233.157436 + Penalty 3040.586934 = -1342192.570503
  nChanged 5046
		SP:Iteration 1F (151399.010000 sec): 3 clusters
  Score: Raw -1348135.847941 + Penalty 3040.586934 = -1345095.261007
  nChanged 787
		SP:Iteration 2F (151399.170000 sec): 3 clusters
  Score: Raw -1348558.137525 + Penalty 3040.586934 = -1345517.550592
  nChanged 726
		SP:Iteration 3F (151399.330000 sec): 3 clusters
  Score: Raw -1349009.448325 + Penalty 3040.586934 = -1345968.861392
  nChanged 708
		SP:Iteration 4F (151399.490000 sec): 3 clusters
  Score: Raw -1349466.479820 + Penalty 3040.586934 = -1346425.892886
  nChanged 630
		SP:Iteration 5F (151399.680000 sec): 3 clusters
  Score: Raw -1349907.347643 + Penalty 3040.586934 = -1346866.760709
  nChanged 607
		SP:Iteration 6F (151399.840000 sec): 3 clusters
  Score: Raw -1350331.732467 + Penalty 3040.586934 = -1347291.145533
  nChanged 554
		SP:Iteration 7Q (151400.000000 sec): 3 clusters
  Score: Raw -1350774.839047 + Penalty 3040.586934 = -1347734.252114
  nChanged 558
		SP:Iteration 8Q (151400.160000 sec): 3 clusters
  Score: Raw -1351229.971762 + Penalty 3040.586934 = -1348189.384829
  nChanged 513
		SP:Iteration 9Q (151400.350000 sec): 3 clusters
  Score: Raw -1351572.175636 + Penalty 3040.586934 = -1348531.588703
  nChanged 415
		SP:Iteration 10Q (151400.500000 sec): 3 clusters
  Score: Raw -1351842.137350 + Penalty 3040.586934 = -1348801.550416
  nChanged 362
		SP:Iteration 11Q (151400.690000 sec): 3 clusters
  Score: Raw -1352029.623553 + Penalty 3040.586934 = -1348989.036619
  nChanged 287
		SP:Iteration 12Q (151400.840000 sec): 3 clusters
  Score: Raw -1352149.738498 + Penalty 3040.586934 = -1349109.151565
  nChanged 224
		SP:Iteration 13Q (151401.000000 sec): 3 clusters
  Score: Raw -1352233.036315 + Penalty 3040.586934 = -1349192.449382
  nChanged 190
		SP:Iteration 14Q (151401.160000 sec): 3 clusters
  Score: Raw -1352297.876323 + Penalty 3040.586934 = -1349257.289389
  nChanged 154
		SP:Iteration 15Q (151401.340000 sec): 3 clusters
  Score: Raw -1352346.366116 + Penalty 3040.586934 = -1349305.779182
  nChanged 143
		SP:Iteration 16Q (151401.490000 sec): 3 clusters
  Score: Raw -1352395.165292 + Penalty 3040.586934 = -1349354.578359
  nChanged 126
		SP:Iteration 17Q (151401.660000 sec): 3 clusters
  Score: Raw -1352437.450011 + Penalty 3040.586934 = -1349396.863078
  nChanged 119
		SP:Iteration 18Q (151401.810000 sec): 3 clusters
  Score: Raw -1352473.563433 + Penalty 3040.586934 = -1349432.976499
  nChanged 118
		SP:Iteration 19Q (151401.970000 sec): 3 clusters
  Score: Raw -1352506.949958 + Penalty 3040.586934 = -1349466.363024
  nChanged 103
		SP:Iteration 20F (151402.130000 sec): 3 clusters
  Score: Raw -1352539.822337 + Penalty 3040.586934 = -1349499.235403
  nChanged 115
		SP:Iteration 21Q (151402.290000 sec): 3 clusters
  Score: Raw -1352578.307414 + Penalty 3040.586934 = -1349537.720481
  nChanged 102
		SP:Iteration 22Q (151402.470000 sec): 3 clusters
  Score: Raw -1352612.553928 + Penalty 3040.586934 = -1349571.966994
  nChanged 99
		SP:Iteration 23Q (151402.620000 sec): 3 clusters
  Score: Raw -1352643.624563 + Penalty 3040.586934 = -1349603.037629
  nChanged 108
		SP:Iteration 24Q (151402.800000 sec): 3 clusters
  Score: Raw -1352687.364120 + Penalty 3040.586934 = -1349646.777186
  nChanged 108
		SP:Iteration 25Q (151402.950000 sec): 3 clusters
  Score: Raw -1352733.310770 + Penalty 3040.586934 = -1349692.723836
  nChanged 106
		SP:Iteration 26Q (151403.130000 sec): 3 clusters
  Score: Raw -1352775.204856 + Penalty 3040.586934 = -1349734.617922
  nChanged 95
		SP:Iteration 27Q (151403.280000 sec): 3 clusters
  Score: Raw -1352819.902320 + Penalty 3040.586934 = -1349779.315386
  nChanged 100
		SP:Iteration 28Q (151403.450000 sec): 3 clusters
  Score: Raw -1352864.669068 + Penalty 3040.586934 = -1349824.082134
  nChanged 104
		SP:Iteration 29Q (151403.600000 sec): 3 clusters
  Score: Raw -1352905.837618 + Penalty 3040.586934 = -1349865.250684
  nChanged 102
		SP:Iteration 30Q (151403.760000 sec): 3 clusters
  Score: Raw -1352949.296461 + Penalty 3040.586934 = -1349908.709527
  nChanged 98
		SP:Iteration 31Q (151403.910000 sec): 3 clusters
  Score: Raw -1352993.268016 + Penalty 3040.586934 = -1349952.681083
  nChanged 95
		SP:Iteration 32Q (151404.060000 sec): 3 clusters
  Score: Raw -1353031.215449 + Penalty 3040.586934 = -1349990.628516
  nChanged 91
		SP:Iteration 33Q (151404.240000 sec): 3 clusters
  Score: Raw -1353063.521350 + Penalty 3040.586934 = -1350022.934417
  nChanged 78
		SP:Iteration 34Q (151404.380000 sec): 3 clusters
  Score: Raw -1353089.567530 + Penalty 3040.586934 = -1350048.980596
  nChanged 68
		SP:Iteration 35Q (151404.540000 sec): 3 clusters
  Score: Raw -1353108.797189 + Penalty 3040.586934 = -1350068.210255
  nChanged 45
		SP:Iteration 36Q (151404.690000 sec): 3 clusters
  Score: Raw -1353118.887260 + Penalty 3040.586934 = -1350078.300326
  nChanged 37
		SP:Iteration 37Q (151404.840000 sec): 3 clusters
  Score: Raw -1353126.794075 + Penalty 3040.586934 = -1350086.207141
  nChanged 38
		SP:Iteration 38Q (151405.020000 sec): 3 clusters
  Score: Raw -1353136.418180 + Penalty 3040.586934 = -1350095.831247
  nChanged 31
		SP:Iteration 39Q (151405.170000 sec): 3 clusters
  Score: Raw -1353143.438015 + Penalty 3040.586934 = -1350102.851082
  nChanged 32
		SP:Iteration 40F (151405.350000 sec): 3 clusters
  Score: Raw -1353149.589298 + Penalty 3040.586934 = -1350109.002365
  nChanged 29
		SP:Iteration 41Q (151405.500000 sec): 3 clusters
  Score: Raw -1353153.421756 + Penalty 3040.586934 = -1350112.834822
  nChanged 21
		SP:Iteration 42Q (151405.660000 sec): 3 clusters
  Score: Raw -1353156.894388 + Penalty 3040.586934 = -1350116.307455
  nChanged 20
		SP:Iteration 43Q (151405.810000 sec): 3 clusters
  Score: Raw -1353159.932427 + Penalty 3040.586934 = -1350119.345493
  nChanged 14
		SP:Iteration 44Q (151405.960000 sec): 3 clusters
  Score: Raw -1353163.254501 + Penalty 3040.586934 = -1350122.667567
  nChanged 16
		SP:Iteration 45Q (151406.140000 sec): 3 clusters
  Score: Raw -1353166.019066 + Penalty 3040.586934 = -1350125.432132
  nChanged 10
		SP:Iteration 46Q (151406.290000 sec): 3 clusters
  Score: Raw -1353167.954369 + Penalty 3040.586934 = -1350127.367435
  nChanged 14
		SP:Iteration 47Q (151406.470000 sec): 3 clusters
  Score: Raw -1353169.765668 + Penalty 3040.586934 = -1350129.178734
  nChanged 7
		SP:Iteration 48Q (151406.620000 sec): 3 clusters
  Score: Raw -1353170.735690 + Penalty 3040.586934 = -1350130.148757
  nChanged 8
		SP:Iteration 49Q (151406.790000 sec): 3 clusters
  Score: Raw -1353171.545726 + Penalty 3040.586934 = -1350130.958792
  nChanged 6
		SP:Iteration 50Q (151406.930000 sec): 3 clusters
  Score: Raw -1353172.455447 + Penalty 3040.586934 = -1350131.868513
  nChanged 8
		SP:Iteration 51Q (151407.100000 sec): 3 clusters
  Score: Raw -1353173.505694 + Penalty 3040.586934 = -1350132.918760
  nChanged 5
		SP:Iteration 52Q (151407.240000 sec): 3 clusters
  Score: Raw -1353174.027751 + Penalty 3040.586934 = -1350133.440818
  nChanged 4
		SP:Iteration 53Q (151407.400000 sec): 3 clusters
  Score: Raw -1353174.380952 + Penalty 3040.586934 = -1350133.794018
  nChanged 1
		SP:Iteration 54Q (151407.580000 sec): 3 clusters
  Score: Raw -1353174.504585 + Penalty 3040.586934 = -1350133.917652
  nChanged 1
		SP:Iteration 55Q (151407.720000 sec): 3 clusters
  Score: Raw -1353174.680136 + Penalty 3040.586934 = -1350134.093202
  nChanged 2
		SP:Iteration 56Q (151407.890000 sec): 3 clusters
  Score: Raw -1353174.974118 + Penalty 3040.586934 = -1350134.387184
  nChanged 6
		SP:Iteration 57Q (151408.040000 sec): 3 clusters
  Score: Raw -1353175.597698 + Penalty 3040.586934 = -1350135.010764
  nChanged 2
		SP:Iteration 58Q (151408.200000 sec): 3 clusters
  Score: Raw -1353175.760791 + Penalty 3040.586934 = -1350135.173857
  nChanged 1
		SP:Iteration 59Q (151408.350000 sec): 3 clusters
  Score: Raw -1353175.969728 + Penalty 3040.586934 = -1350135.382794
  nChanged 1
		SP:Iteration 60F (151408.510000 sec): 3 clusters
  Score: Raw -1353176.037681 + Penalty 3040.586934 = -1350135.450747
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 43 (2145 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151408.600000 sec): 2 clusters
  Score: Raw -229225.251860 + Penalty 1246.520410 = -227978.731450
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151408.640000 sec): 3 clusters
  Score: Raw -228324.998912 + Penalty 2493.040820 = -225831.958092
  nChanged 793
		SP:Iteration 1F (151408.680000 sec): 3 clusters
  Score: Raw -228966.965027 + Penalty 2493.040820 = -226473.924207
  nChanged 226
		SP:Iteration 2F (151408.730000 sec): 3 clusters
  Score: Raw -229183.050744 + Penalty 2493.040820 = -226690.009924
  nChanged 133
		SP:Iteration 3F (151408.770000 sec): 3 clusters
  Score: Raw -229303.981020 + Penalty 2493.040820 = -226810.940200
  nChanged 102
		SP:Iteration 4Q (151408.810000 sec): 3 clusters
  Score: Raw -229378.589335 + Penalty 2493.040820 = -226885.548515
  nChanged 78
		SP:Iteration 5Q (151408.840000 sec): 3 clusters
  Score: Raw -229434.282445 + Penalty 2493.040820 = -226941.241624
  nChanged 66
		SP:Iteration 6Q (151408.890000 sec): 3 clusters
  Score: Raw -229489.244920 + Penalty 2493.040820 = -226996.204100
  nChanged 71
		SP:Iteration 7Q (151408.920000 sec): 3 clusters
  Score: Raw -229551.915589 + Penalty 2493.040820 = -227058.874769
  nChanged 71
		SP:Iteration 8Q (151408.960000 sec): 3 clusters
  Score: Raw -229611.573983 + Penalty 2493.040820 = -227118.533163
  nChanged 54
		SP:Iteration 9Q (151409.000000 sec): 3 clusters
  Score: Raw -229667.214991 + Penalty 2493.040820 = -227174.174171
  nChanged 54
		SP:Iteration 10Q (151409.040000 sec): 3 clusters
  Score: Raw -229738.509285 + Penalty 2493.040820 = -227245.468465
  nChanged 60
		SP:Iteration 11Q (151409.080000 sec): 3 clusters
  Score: Raw -229811.940933 + Penalty 2493.040820 = -227318.900112
  nChanged 55
		SP:Iteration 12Q (151409.120000 sec): 3 clusters
  Score: Raw -229892.930190 + Penalty 2493.040820 = -227399.889369
  nChanged 47
		SP:Iteration 13Q (151409.160000 sec): 3 clusters
  Score: Raw -229946.816767 + Penalty 2493.040820 = -227453.775947
  nChanged 37
		SP:Iteration 14Q (151409.200000 sec): 3 clusters
  Score: Raw -230015.171268 + Penalty 2493.040820 = -227522.130447
  nChanged 41
		SP:Iteration 15Q (151409.240000 sec): 3 clusters
  Score: Raw -230122.039248 + Penalty 2493.040820 = -227628.998428
  nChanged 36
		SP:Iteration 16Q (151409.270000 sec): 3 clusters
  Score: Raw -230205.479301 + Penalty 2493.040820 = -227712.438481
  nChanged 49
		SP:Iteration 17Q (151409.310000 sec): 3 clusters
  Score: Raw -230268.379904 + Penalty 2493.040820 = -227775.339084
  nChanged 38
		SP:Iteration 18Q (151409.350000 sec): 3 clusters
  Score: Raw -230304.261957 + Penalty 2493.040820 = -227811.221137
  nChanged 24
		SP:Iteration 19Q (151409.390000 sec): 3 clusters
  Score: Raw -230329.492494 + Penalty 2493.040820 = -227836.451673
  nChanged 24
		SP:Iteration 20F (151409.430000 sec): 3 clusters
  Score: Raw -230362.029793 + Penalty 2493.040820 = -227868.988973
  nChanged 29
		SP:Iteration 21Q (151409.460000 sec): 3 clusters
  Score: Raw -230397.798508 + Penalty 2493.040820 = -227904.757688
  nChanged 32
		SP:Iteration 22Q (151409.500000 sec): 3 clusters
  Score: Raw -230434.567411 + Penalty 2493.040820 = -227941.526591
  nChanged 19
		SP:Iteration 23Q (151409.540000 sec): 3 clusters
  Score: Raw -230451.790936 + Penalty 2493.040820 = -227958.750116
  nChanged 14
		SP:Iteration 24Q (151409.580000 sec): 3 clusters
  Score: Raw -230464.540797 + Penalty 2493.040820 = -227971.499977
  nChanged 14
		SP:Iteration 25Q (151409.620000 sec): 3 clusters
  Score: Raw -230472.050725 + Penalty 2493.040820 = -227979.009905
  nChanged 6
		SP:Iteration 26Q (151409.660000 sec): 3 clusters
  Score: Raw -230474.904483 + Penalty 2493.040820 = -227981.863663
  nChanged 7
		SP:Iteration 27Q (151409.690000 sec): 3 clusters
  Score: Raw -230478.061086 + Penalty 2493.040820 = -227985.020265
  nChanged 2
		SP:Iteration 28Q (151409.730000 sec): 3 clusters
  Score: Raw -230479.529764 + Penalty 2493.040820 = -227986.488944
  nChanged 1
		SP:Iteration 29Q (151409.770000 sec): 3 clusters
  Score: Raw -230479.844205 + Penalty 2493.040820 = -227986.803385
  nChanged 0
		SP:Iteration 30F (151409.810000 sec): 3 clusters
  Score: Raw -230479.844205 + Penalty 2493.040820 = -227986.803385
  nChanged 0
  Score: Raw -119109754.967421 + Penalty 247540.352745 = -118862214.614676

Splitting cluster 43 changes total score from -118861421.788835 to -118862214.614676

 So it's getting split into cluster 110.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 44 (440 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151741.340000 sec): 2 clusters
  Score: Raw -50011.114432 + Penalty 989.100893 = -49022.013539
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151741.390000 sec): 3 clusters
  Score: Raw -49984.890101 + Penalty 1978.201786 = -48006.688315
  nChanged 106
		SP:Iteration 1F (151741.410000 sec): 3 clusters
  Score: Raw -50191.471810 + Penalty 1978.201786 = -48213.270023
  nChanged 27
		SP:Iteration 2F (151741.440000 sec): 3 clusters
  Score: Raw -50254.406510 + Penalty 1978.201786 = -48276.204724
  nChanged 13
		SP:Iteration 3Q (151741.450000 sec): 3 clusters
  Score: Raw -50273.280799 + Penalty 1978.201786 = -48295.079012
  nChanged 11
		SP:Iteration 4Q (151741.450000 sec): 3 clusters
  Score: Raw -50291.632997 + Penalty 1978.201786 = -48313.431211
  nChanged 8
		SP:Iteration 5Q (151741.470000 sec): 3 clusters
  Score: Raw -50310.352937 + Penalty 1978.201786 = -48332.151151
  nChanged 3
		SP:Iteration 6Q (151741.470000 sec): 3 clusters
  Score: Raw -50317.017533 + Penalty 1978.201786 = -48338.815747
  nChanged 3
		SP:Iteration 7Q (151741.480000 sec): 3 clusters
  Score: Raw -50322.123712 + Penalty 1978.201786 = -48343.921926
  nChanged 1
		SP:Iteration 8Q (151741.490000 sec): 3 clusters
  Score: Raw -50326.434647 + Penalty 1978.201786 = -48348.232861
  nChanged 1
		SP:Iteration 9Q (151741.500000 sec): 3 clusters
  Score: Raw -50327.643947 + Penalty 1978.201786 = -48349.442161
  nChanged 1
		SP:Iteration 10Q (151741.510000 sec): 3 clusters
  Score: Raw -50329.336362 + Penalty 1978.201786 = -48351.134575
  nChanged 3
		SP:Iteration 11Q (151741.520000 sec): 3 clusters
  Score: Raw -50337.968364 + Penalty 1978.201786 = -48359.766578
  nChanged 3
		SP:Iteration 12Q (151741.530000 sec): 3 clusters
  Score: Raw -50344.367308 + Penalty 1978.201786 = -48366.165521
  nChanged 5
		SP:Iteration 13Q (151741.540000 sec): 3 clusters
  Score: Raw -50358.555861 + Penalty 1978.201786 = -48380.354075
  nChanged 5
		SP:Iteration 14Q (151741.550000 sec): 3 clusters
  Score: Raw -50375.711518 + Penalty 1978.201786 = -48397.509732
  nChanged 13
		SP:Iteration 15Q (151741.560000 sec): 3 clusters
  Score: Raw -50423.826753 + Penalty 1978.201786 = -48445.624967
  nChanged 18
		SP:Iteration 16Q (151741.570000 sec): 3 clusters
  Score: Raw -50643.328559 + Penalty 1978.201786 = -48665.126773
  nChanged 15
		SP:Iteration 17Q (151741.580000 sec): 3 clusters
  Score: Raw -51076.747058 + Penalty 1978.201786 = -49098.545272
  nChanged 16
		SP:Iteration 18Q (151741.590000 sec): 3 clusters
  Score: Raw -51125.986973 + Penalty 1978.201786 = -49147.785187
  nChanged 8
		SP:Iteration 19Q (151741.600000 sec): 3 clusters
  Score: Raw -51158.030710 + Penalty 1978.201786 = -49179.828923
  nChanged 7
		SP:Iteration 20F (151741.610000 sec): 3 clusters
  Score: Raw -51201.087193 + Penalty 1978.201786 = -49222.885406
  nChanged 6
		SP:Iteration 21Q (151741.620000 sec): 3 clusters
  Score: Raw -51244.450642 + Penalty 1978.201786 = -49266.248856
  nChanged 4
		SP:Iteration 22Q (151741.630000 sec): 3 clusters
  Score: Raw -51274.452243 + Penalty 1978.201786 = -49296.250456
  nChanged 2
		SP:Iteration 23Q (151741.630000 sec): 3 clusters
  Score: Raw -51283.401165 + Penalty 1978.201786 = -49305.199379
  nChanged 0
		SP:Iteration 24F (151741.650000 sec): 3 clusters
  Score: Raw -51283.401165 + Penalty 1978.201786 = -49305.199379
  nChanged 0
  Score: Raw -119111027.254154 + Penalty 249790.719588 = -118861236.534566

Splitting cluster 44 changes total score from -118861421.788835 to -118861236.534566

 So it's not getting split.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 45 (650 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152077.270000 sec): 2 clusters
  Score: Raw -74556.309097 + Penalty 1052.508009 = -73503.801088
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152077.280000 sec): 3 clusters
  Score: Raw -74425.731977 + Penalty 2105.016018 = -72320.715959
  nChanged 162
		SP:Iteration 1F (152077.290000 sec): 3 clusters
  Score: Raw -74602.445084 + Penalty 2105.016018 = -72497.429066
  nChanged 46
		SP:Iteration 2F (152077.310000 sec): 3 clusters
  Score: Raw -74665.665023 + Penalty 2105.016018 = -72560.649005
  nChanged 27
		SP:Iteration 3Q (152077.320000 sec): 3 clusters
  Score: Raw -74715.353536 + Penalty 2105.016018 = -72610.337518
  nChanged 25
		SP:Iteration 4Q (152077.340000 sec): 3 clusters
  Score: Raw -74770.429790 + Penalty 2105.016018 = -72665.413772
  nChanged 22
		SP:Iteration 5Q (152077.350000 sec): 3 clusters
  Score: Raw -74820.223515 + Penalty 2105.016018 = -72715.207497
  nChanged 16
		SP:Iteration 6Q (152077.370000 sec): 3 clusters
  Score: Raw -74847.034492 + Penalty 2105.016018 = -72742.018474
  nChanged 17
		SP:Iteration 7Q (152077.380000 sec): 3 clusters
  Score: Raw -74873.387897 + Penalty 2105.016018 = -72768.371880
  nChanged 12
		SP:Iteration 8Q (152077.390000 sec): 3 clusters
  Score: Raw -74889.037365 + Penalty 2105.016018 = -72784.021347
  nChanged 6
		SP:Iteration 9Q (152077.410000 sec): 3 clusters
  Score: Raw -74903.359934 + Penalty 2105.016018 = -72798.343916
  nChanged 7
		SP:Iteration 10Q (152077.420000 sec): 3 clusters
  Score: Raw -74922.159263 + Penalty 2105.016018 = -72817.143245
  nChanged 11
		SP:Iteration 11Q (152077.440000 sec): 3 clusters
  Score: Raw -74951.950069 + Penalty 2105.016018 = -72846.934051
  nChanged 13
		SP:Iteration 12Q (152077.450000 sec): 3 clusters
  Score: Raw -74998.535705 + Penalty 2105.016018 = -72893.519687
  nChanged 12
		SP:Iteration 13Q (152077.460000 sec): 3 clusters
  Score: Raw -75042.971243 + Penalty 2105.016018 = -72937.955225
  nChanged 10
		SP:Iteration 14Q (152077.470000 sec): 3 clusters
  Score: Raw -75064.318548 + Penalty 2105.016018 = -72959.302530
  nChanged 10
		SP:Iteration 15Q (152077.490000 sec): 3 clusters
  Score: Raw -75081.491514 + Penalty 2105.016018 = -72976.475496
  nChanged 2
		SP:Iteration 16Q (152077.500000 sec): 3 clusters
  Score: Raw -75085.206977 + Penalty 2105.016018 = -72980.190959
  nChanged 1
		SP:Iteration 17Q (152077.510000 sec): 3 clusters
  Score: Raw -75092.178728 + Penalty 2105.016018 = -72987.162710
  nChanged 3
		SP:Iteration 18Q (152077.530000 sec): 3 clusters
  Score: Raw -75104.871864 + Penalty 2105.016018 = -72999.855846
  nChanged 3
		SP:Iteration 19Q (152077.540000 sec): 3 clusters
  Score: Raw -75107.113183 + Penalty 2105.016018 = -73002.097165
  nChanged 0
		SP:Iteration 20F (152077.550000 sec): 3 clusters
  Score: Raw -75107.113183 + Penalty 2105.016018 = -73002.097165
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 46 (4169 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152077.630000 sec): 2 clusters
  Score: Raw -489357.317020 + Penalty 1354.507615 = -488002.809404
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152077.710000 sec): 3 clusters
  Score: Raw -487321.577961 + Penalty 2709.015230 = -484612.562731
  nChanged 1635
		SP:Iteration 1F (152077.790000 sec): 3 clusters
  Score: Raw -488331.771371 + Penalty 2709.015230 = -485622.756141
  nChanged 346
		SP:Iteration 2F (152077.860000 sec): 3 clusters
  Score: Raw -488609.139569 + Penalty 2709.015230 = -485900.124339
  nChanged 287
		SP:Iteration 3F (152077.940000 sec): 3 clusters
  Score: Raw -488853.916516 + Penalty 2709.015230 = -486144.901286
  nChanged 251
		SP:Iteration 4F (152078.020000 sec): 3 clusters
  Score: Raw -489057.696349 + Penalty 2709.015230 = -486348.681119
  nChanged 223
		SP:Iteration 5F (152078.090000 sec): 3 clusters
  Score: Raw -489242.162265 + Penalty 2709.015230 = -486533.147035
  nChanged 188
		SP:Iteration 6Q (152078.170000 sec): 3 clusters
  Score: Raw -489390.827278 + Penalty 2709.015230 = -486681.812048
  nChanged 164
		SP:Iteration 7Q (152078.240000 sec): 3 clusters
  Score: Raw -489500.424632 + Penalty 2709.015230 = -486791.409401
  nChanged 134
		SP:Iteration 8Q (152078.320000 sec): 3 clusters
  Score: Raw -489575.922240 + Penalty 2709.015230 = -486866.907010
  nChanged 99
		SP:Iteration 9Q (152078.390000 sec): 3 clusters
  Score: Raw -489625.732333 + Penalty 2709.015230 = -486916.717102
  nChanged 79
		SP:Iteration 10Q (152078.470000 sec): 3 clusters
  Score: Raw -489672.934271 + Penalty 2709.015230 = -486963.919040
  nChanged 68
		SP:Iteration 11Q (152078.540000 sec): 3 clusters
  Score: Raw -489711.738723 + Penalty 2709.015230 = -487002.723492
  nChanged 58
		SP:Iteration 12Q (152078.610000 sec): 3 clusters
  Score: Raw -489745.393206 + Penalty 2709.015230 = -487036.377975
  nChanged 55
		SP:Iteration 13Q (152078.690000 sec): 3 clusters
  Score: Raw -489773.834920 + Penalty 2709.015230 = -487064.819689
  nChanged 51
		SP:Iteration 14Q (152078.760000 sec): 3 clusters
  Score: Raw -489799.028561 + Penalty 2709.015230 = -487090.013331
  nChanged 31
		SP:Iteration 15Q (152078.830000 sec): 3 clusters
  Score: Raw -489814.036554 + Penalty 2709.015230 = -487105.021323
  nChanged 36
		SP:Iteration 16Q (152078.910000 sec): 3 clusters
  Score: Raw -489831.472566 + Penalty 2709.015230 = -487122.457336
  nChanged 41
		SP:Iteration 17Q (152078.980000 sec): 3 clusters
  Score: Raw -489849.590714 + Penalty 2709.015230 = -487140.575484
  nChanged 40
		SP:Iteration 18Q (152079.060000 sec): 3 clusters
  Score: Raw -489869.618314 + Penalty 2709.015230 = -487160.603084
  nChanged 34
		SP:Iteration 19Q (152079.130000 sec): 3 clusters
  Score: Raw -489882.790319 + Penalty 2709.015230 = -487173.775089
  nChanged 20
		SP:Iteration 20F (152079.210000 sec): 3 clusters
  Score: Raw -489888.554393 + Penalty 2709.015230 = -487179.539163
  nChanged 14
		SP:Iteration 21Q (152079.280000 sec): 3 clusters
  Score: Raw -489894.923955 + Penalty 2709.015230 = -487185.908725
  nChanged 18
		SP:Iteration 22Q (152079.350000 sec): 3 clusters
  Score: Raw -489902.303570 + Penalty 2709.015230 = -487193.288340
  nChanged 14
		SP:Iteration 23Q (152079.430000 sec): 3 clusters
  Score: Raw -489907.345769 + Penalty 2709.015230 = -487198.330538
  nChanged 12
		SP:Iteration 24Q (152079.500000 sec): 3 clusters
  Score: Raw -489914.144073 + Penalty 2709.015230 = -487205.128842
  nChanged 13
		SP:Iteration 25Q (152079.580000 sec): 3 clusters
  Score: Raw -489923.536645 + Penalty 2709.015230 = -487214.521414
  nChanged 19
		SP:Iteration 26Q (152079.650000 sec): 3 clusters
  Score: Raw -489933.534503 + Penalty 2709.015230 = -487224.519272
  nChanged 22
		SP:Iteration 27Q (152079.730000 sec): 3 clusters
  Score: Raw -489939.993455 + Penalty 2709.015230 = -487230.978225
  nChanged 13
		SP:Iteration 28Q (152079.800000 sec): 3 clusters
  Score: Raw -489944.730410 + Penalty 2709.015230 = -487235.715180
  nChanged 14
		SP:Iteration 29Q (152079.870000 sec): 3 clusters
  Score: Raw -489949.322780 + Penalty 2709.015230 = -487240.307550
  nChanged 5
		SP:Iteration 30Q (152079.950000 sec): 3 clusters
  Score: Raw -489951.004764 + Penalty 2709.015230 = -487241.989533
  nChanged 3
		SP:Iteration 31Q (152080.020000 sec): 3 clusters
  Score: Raw -489951.783507 + Penalty 2709.015230 = -487242.768277
  nChanged 1
		SP:Iteration 32Q (152080.100000 sec): 3 clusters
  Score: Raw -489952.136482 + Penalty 2709.015230 = -487243.121251
  nChanged 0
		SP:Iteration 33F (152080.170000 sec): 3 clusters
  Score: Raw -489952.136482 + Penalty 2709.015230 = -487243.121251
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 47 (8686 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152080.270000 sec): 2 clusters
  Score: Raw -969831.416802 + Penalty 1473.788520 = -968357.628283
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152080.420000 sec): 3 clusters
  Score: Raw -965044.680029 + Penalty 2947.577039 = -962097.102990
  nChanged 3746
		SP:Iteration 1F (152080.580000 sec): 3 clusters
  Score: Raw -967429.556475 + Penalty 2947.577039 = -964481.979436
  nChanged 761
		SP:Iteration 2F (152080.730000 sec): 3 clusters
  Score: Raw -968079.321828 + Penalty 2947.577039 = -965131.744788
  nChanged 717
		SP:Iteration 3F (152080.870000 sec): 3 clusters
  Score: Raw -968610.541240 + Penalty 2947.577039 = -965662.964201
  nChanged 623
		SP:Iteration 4F (152081.000000 sec): 3 clusters
  Score: Raw -969023.147954 + Penalty 2947.577039 = -966075.570914
  nChanged 481
		SP:Iteration 5F (152081.120000 sec): 3 clusters
  Score: Raw -969310.587159 + Penalty 2947.577039 = -966363.010119
  nChanged 383
		SP:Iteration 6Q (152081.250000 sec): 3 clusters
  Score: Raw -969522.395422 + Penalty 2947.577039 = -966574.818383
  nChanged 290
		SP:Iteration 7Q (152081.380000 sec): 3 clusters
  Score: Raw -969662.580736 + Penalty 2947.577039 = -966715.003697
  nChanged 235
		SP:Iteration 8Q (152081.520000 sec): 3 clusters
  Score: Raw -969777.925084 + Penalty 2947.577039 = -966830.348045
  nChanged 231
		SP:Iteration 9Q (152081.650000 sec): 3 clusters
  Score: Raw -969890.856436 + Penalty 2947.577039 = -966943.279396
  nChanged 196
		SP:Iteration 10Q (152081.790000 sec): 3 clusters
  Score: Raw -969985.845998 + Penalty 2947.577039 = -967038.268959
  nChanged 191
		SP:Iteration 11Q (152081.920000 sec): 3 clusters
  Score: Raw -970079.643494 + Penalty 2947.577039 = -967132.066455
  nChanged 159
		SP:Iteration 12Q (152082.060000 sec): 3 clusters
  Score: Raw -970165.081465 + Penalty 2947.577039 = -967217.504426
  nChanged 143
		SP:Iteration 13Q (152082.190000 sec): 3 clusters
  Score: Raw -970245.042616 + Penalty 2947.577039 = -967297.465577
  nChanged 141
		SP:Iteration 14Q (152082.310000 sec): 3 clusters
  Score: Raw -970323.233282 + Penalty 2947.577039 = -967375.656242
  nChanged 136
		SP:Iteration 15Q (152082.440000 sec): 3 clusters
  Score: Raw -970406.947090 + Penalty 2947.577039 = -967459.370051
  nChanged 119
		SP:Iteration 16Q (152082.580000 sec): 3 clusters
  Score: Raw -970481.000048 + Penalty 2947.577039 = -967533.423009
  nChanged 115
		SP:Iteration 17Q (152082.710000 sec): 3 clusters
  Score: Raw -970555.703586 + Penalty 2947.577039 = -967608.126547
  nChanged 94
		SP:Iteration 18Q (152082.840000 sec): 3 clusters
  Score: Raw -970611.731376 + Penalty 2947.577039 = -967664.154337
  nChanged 67
		SP:Iteration 19Q (152082.980000 sec): 3 clusters
  Score: Raw -970658.208807 + Penalty 2947.577039 = -967710.631768
  nChanged 53
		SP:Iteration 20F (152083.120000 sec): 3 clusters
  Score: Raw -970693.632385 + Penalty 2947.577039 = -967746.055345
  nChanged 56
		SP:Iteration 21Q (152083.240000 sec): 3 clusters
  Score: Raw -970732.782430 + Penalty 2947.577039 = -967785.205391
  nChanged 48
		SP:Iteration 22Q (152083.370000 sec): 3 clusters
  Score: Raw -970769.873859 + Penalty 2947.577039 = -967822.296820
  nChanged 40
		SP:Iteration 23Q (152083.490000 sec): 3 clusters
  Score: Raw -970805.116808 + Penalty 2947.577039 = -967857.539769
  nChanged 37
		SP:Iteration 24Q (152083.610000 sec): 3 clusters
  Score: Raw -970838.353412 + Penalty 2947.577039 = -967890.776373
  nChanged 33
		SP:Iteration 25Q (152083.730000 sec): 3 clusters
  Score: Raw -970868.265056 + Penalty 2947.577039 = -967920.688017
  nChanged 30
		SP:Iteration 26Q (152083.860000 sec): 3 clusters
  Score: Raw -970892.641663 + Penalty 2947.577039 = -967945.064624
  nChanged 15
		SP:Iteration 27Q (152083.980000 sec): 3 clusters
  Score: Raw -970905.544458 + Penalty 2947.577039 = -967957.967419
  nChanged 15
		SP:Iteration 28Q (152084.110000 sec): 3 clusters
  Score: Raw -970916.400775 + Penalty 2947.577039 = -967968.823735
  nChanged 11
		SP:Iteration 29Q (152084.240000 sec): 3 clusters
  Score: Raw -970925.230122 + Penalty 2947.577039 = -967977.653083
  nChanged 10
		SP:Iteration 30Q (152084.360000 sec): 3 clusters
  Score: Raw -970933.724204 + Penalty 2947.577039 = -967986.147164
  nChanged 9
		SP:Iteration 31Q (152084.490000 sec): 3 clusters
  Score: Raw -970941.868721 + Penalty 2947.577039 = -967994.291681
  nChanged 9
		SP:Iteration 32Q (152084.620000 sec): 3 clusters
  Score: Raw -970947.645464 + Penalty 2947.577039 = -968000.068425
  nChanged 5
		SP:Iteration 33Q (152084.740000 sec): 3 clusters
  Score: Raw -970949.854638 + Penalty 2947.577039 = -968002.277599
  nChanged 3
		SP:Iteration 34Q (152084.860000 sec): 3 clusters
  Score: Raw -970952.427564 + Penalty 2947.577039 = -968004.850525
  nChanged 4
		SP:Iteration 35Q (152084.990000 sec): 3 clusters
  Score: Raw -970954.501566 + Penalty 2947.577039 = -968006.924527
  nChanged 1
		SP:Iteration 36Q (152085.120000 sec): 3 clusters
  Score: Raw -970954.805125 + Penalty 2947.577039 = -968007.228086
  nChanged 1
		SP:Iteration 37Q (152085.240000 sec): 3 clusters
  Score: Raw -970954.973306 + Penalty 2947.577039 = -968007.396267
  nChanged 1
		SP:Iteration 38Q (152085.370000 sec): 3 clusters
  Score: Raw -970955.284769 + Penalty 2947.577039 = -968007.707730
  nChanged 0
		SP:Iteration 39F (152085.500000 sec): 3 clusters
  Score: Raw -970955.284769 + Penalty 2947.577039 = -968007.707730
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 48 (4004 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152085.570000 sec): 2 clusters
  Score: Raw -451068.073578 + Penalty 1347.945485 = -449720.128092
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152085.640000 sec): 3 clusters
  Score: Raw -449052.737731 + Penalty 2695.890971 = -446356.846761
  nChanged 1568
		SP:Iteration 1F (152085.730000 sec): 3 clusters
  Score: Raw -449915.002518 + Penalty 2695.890971 = -447219.111548
  nChanged 315
		SP:Iteration 2F (152085.800000 sec): 3 clusters
  Score: Raw -450114.319997 + Penalty 2695.890971 = -447418.429026
  nChanged 255
		SP:Iteration 3F (152085.870000 sec): 3 clusters
  Score: Raw -450299.796540 + Penalty 2695.890971 = -447603.905569
  nChanged 257
		SP:Iteration 4F (152085.940000 sec): 3 clusters
  Score: Raw -450542.050437 + Penalty 2695.890971 = -447846.159466
  nChanged 265
		SP:Iteration 5F (152086.020000 sec): 3 clusters
  Score: Raw -450798.572192 + Penalty 2695.890971 = -448102.681222
  nChanged 236
		SP:Iteration 6F (152086.090000 sec): 3 clusters
  Score: Raw -451050.750772 + Penalty 2695.890971 = -448354.859801
  nChanged 235
		SP:Iteration 7F (152086.160000 sec): 3 clusters
  Score: Raw -451309.873462 + Penalty 2695.890971 = -448613.982491
  nChanged 198
		SP:Iteration 8Q (152086.230000 sec): 3 clusters
  Score: Raw -451587.860791 + Penalty 2695.890971 = -448891.969820
  nChanged 169
		SP:Iteration 9Q (152086.300000 sec): 3 clusters
  Score: Raw -451774.818324 + Penalty 2695.890971 = -449078.927354
  nChanged 121
		SP:Iteration 10Q (152086.370000 sec): 3 clusters
  Score: Raw -451913.102522 + Penalty 2695.890971 = -449217.211551
  nChanged 76
		SP:Iteration 11Q (152086.440000 sec): 3 clusters
  Score: Raw -452014.306562 + Penalty 2695.890971 = -449318.415591
  nChanged 52
		SP:Iteration 12Q (152086.510000 sec): 3 clusters
  Score: Raw -452068.136836 + Penalty 2695.890971 = -449372.245866
  nChanged 33
		SP:Iteration 13Q (152086.580000 sec): 3 clusters
  Score: Raw -452095.287277 + Penalty 2695.890971 = -449399.396306
  nChanged 16
		SP:Iteration 14Q (152086.650000 sec): 3 clusters
  Score: Raw -452104.268963 + Penalty 2695.890971 = -449408.377992
  nChanged 9
		SP:Iteration 15Q (152086.720000 sec): 3 clusters
  Score: Raw -452112.000341 + Penalty 2695.890971 = -449416.109370
  nChanged 10
		SP:Iteration 16Q (152086.780000 sec): 3 clusters
  Score: Raw -452116.561289 + Penalty 2695.890971 = -449420.670318
  nChanged 5
		SP:Iteration 17Q (152086.850000 sec): 3 clusters
  Score: Raw -452119.157974 + Penalty 2695.890971 = -449423.267004
  nChanged 7
		SP:Iteration 18Q (152086.920000 sec): 3 clusters
  Score: Raw -452121.669370 + Penalty 2695.890971 = -449425.778399
  nChanged 2
		SP:Iteration 19Q (152086.990000 sec): 3 clusters
  Score: Raw -452123.500857 + Penalty 2695.890971 = -449427.609887
  nChanged 2
		SP:Iteration 20F (152087.060000 sec): 3 clusters
  Score: Raw -452123.740554 + Penalty 2695.890971 = -449427.849583
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 49 (5378 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152087.140000 sec): 2 clusters
  Score: Raw -676278.896679 + Penalty 1395.886673 = -674883.010006
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152087.250000 sec): 3 clusters
  Score: Raw -673453.621621 + Penalty 2791.773347 = -670661.848274
  nChanged 2156
		SP:Iteration 1F (152087.340000 sec): 3 clusters
  Score: Raw -674696.327564 + Penalty 2791.773347 = -671904.554217
  nChanged 390
		SP:Iteration 2F (152087.440000 sec): 3 clusters
  Score: Raw -674886.458927 + Penalty 2791.773347 = -672094.685580
  nChanged 275
		SP:Iteration 3F (152087.530000 sec): 3 clusters
  Score: Raw -675016.268413 + Penalty 2791.773347 = -672224.495066
  nChanged 195
		SP:Iteration 4Q (152087.620000 sec): 3 clusters
  Score: Raw -675097.915332 + Penalty 2791.773347 = -672306.141985
  nChanged 170
		SP:Iteration 5Q (152087.710000 sec): 3 clusters
  Score: Raw -675166.405753 + Penalty 2791.773347 = -672374.632406
  nChanged 149
		SP:Iteration 6Q (152087.800000 sec): 3 clusters
  Score: Raw -675232.052576 + Penalty 2791.773347 = -672440.279229
  nChanged 147
		SP:Iteration 7Q (152087.900000 sec): 3 clusters
  Score: Raw -675289.765980 + Penalty 2791.773347 = -672497.992633
  nChanged 143
		SP:Iteration 8Q (152087.990000 sec): 3 clusters
  Score: Raw -675346.868983 + Penalty 2791.773347 = -672555.095636
  nChanged 135
		SP:Iteration 9Q (152088.080000 sec): 3 clusters
  Score: Raw -675398.804927 + Penalty 2791.773347 = -672607.031580
  nChanged 134
		SP:Iteration 10Q (152088.170000 sec): 3 clusters
  Score: Raw -675453.387153 + Penalty 2791.773347 = -672661.613806
  nChanged 142
		SP:Iteration 11Q (152088.260000 sec): 3 clusters
  Score: Raw -675523.811803 + Penalty 2791.773347 = -672732.038456
  nChanged 162
		SP:Iteration 12Q (152088.360000 sec): 3 clusters
  Score: Raw -675611.087468 + Penalty 2791.773347 = -672819.314121
  nChanged 177
		SP:Iteration 13Q (152088.450000 sec): 3 clusters
  Score: Raw -675701.388432 + Penalty 2791.773347 = -672909.615085
  nChanged 165
		SP:Iteration 14Q (152088.540000 sec): 3 clusters
  Score: Raw -675801.669195 + Penalty 2791.773347 = -673009.895848
  nChanged 178
		SP:Iteration 15Q (152088.630000 sec): 3 clusters
  Score: Raw -675910.045209 + Penalty 2791.773347 = -673118.271862
  nChanged 167
		SP:Iteration 16Q (152088.720000 sec): 3 clusters
  Score: Raw -676009.993887 + Penalty 2791.773347 = -673218.220540
  nChanged 143
		SP:Iteration 17Q (152088.820000 sec): 3 clusters
  Score: Raw -676091.620729 + Penalty 2791.773347 = -673299.847382
  nChanged 113
		SP:Iteration 18Q (152088.910000 sec): 3 clusters
  Score: Raw -676158.353063 + Penalty 2791.773347 = -673366.579716
  nChanged 102
		SP:Iteration 19Q (152089.000000 sec): 3 clusters
  Score: Raw -676216.308021 + Penalty 2791.773347 = -673424.534674
  nChanged 100
		SP:Iteration 20F (152089.090000 sec): 3 clusters
  Score: Raw -676277.416067 + Penalty 2791.773347 = -673485.642720
  nChanged 74
		SP:Iteration 21Q (152089.180000 sec): 3 clusters
  Score: Raw -676318.650684 + Penalty 2791.773347 = -673526.877337
  nChanged 60
		SP:Iteration 22Q (152089.420000 sec): 3 clusters
  Score: Raw -676345.866787 + Penalty 2791.773347 = -673554.093440
  nChanged 50
		SP:Iteration 23Q (152089.550000 sec): 3 clusters
  Score: Raw -676363.726700 + Penalty 2791.773347 = -673571.953353
  nChanged 28
		SP:Iteration 24Q (152089.640000 sec): 3 clusters
  Score: Raw -676373.288580 + Penalty 2791.773347 = -673581.515233
  nChanged 23
		SP:Iteration 25Q (152089.730000 sec): 3 clusters
  Score: Raw -676382.255821 + Penalty 2791.773347 = -673590.482474
  nChanged 16
		SP:Iteration 26Q (152089.820000 sec): 3 clusters
  Score: Raw -676386.131899 + Penalty 2791.773347 = -673594.358552
  nChanged 7
		SP:Iteration 27Q (152089.910000 sec): 3 clusters
  Score: Raw -676389.301228 + Penalty 2791.773347 = -673597.527881
  nChanged 13
		SP:Iteration 28Q (152090.000000 sec): 3 clusters
  Score: Raw -676392.450834 + Penalty 2791.773347 = -673600.677487
  nChanged 9
		SP:Iteration 29Q (152090.090000 sec): 3 clusters
  Score: Raw -676394.620295 + Penalty 2791.773347 = -673602.846948
  nChanged 5
		SP:Iteration 30Q (152090.180000 sec): 3 clusters
  Score: Raw -676395.818271 + Penalty 2791.773347 = -673604.044924
  nChanged 5
		SP:Iteration 31Q (152090.280000 sec): 3 clusters
  Score: Raw -676396.718473 + Penalty 2791.773347 = -673604.945126
  nChanged 4
		SP:Iteration 32Q (152090.360000 sec): 3 clusters
  Score: Raw -676397.837498 + Penalty 2791.773347 = -673606.064151
  nChanged 8
		SP:Iteration 33Q (152090.460000 sec): 3 clusters
  Score: Raw -676399.181350 + Penalty 2791.773347 = -673607.408003
  nChanged 6
		SP:Iteration 34Q (152090.550000 sec): 3 clusters
  Score: Raw -676400.934425 + Penalty 2791.773347 = -673609.161078
  nChanged 7
		SP:Iteration 35Q (152090.640000 sec): 3 clusters
  Score: Raw -676403.414572 + Penalty 2791.773347 = -673611.641225
  nChanged 12
		SP:Iteration 36Q (152090.730000 sec): 3 clusters
  Score: Raw -676405.391652 + Penalty 2791.773347 = -673613.618305
  nChanged 7
		SP:Iteration 37Q (152090.820000 sec): 3 clusters
  Score: Raw -676406.995369 + Penalty 2791.773347 = -673615.222023
  nChanged 5
		SP:Iteration 38Q (152090.910000 sec): 3 clusters
  Score: Raw -676408.458943 + Penalty 2791.773347 = -673616.685596
  nChanged 8
		SP:Iteration 39Q (152091.000000 sec): 3 clusters
  Score: Raw -676410.585786 + Penalty 2791.773347 = -673618.812439
  nChanged 9
		SP:Iteration 40F (152091.100000 sec): 3 clusters
  Score: Raw -676413.391128 + Penalty 2791.773347 = -673621.617781
  nChanged 10
		SP:Iteration 41Q (152091.180000 sec): 3 clusters
  Score: Raw -676416.209895 + Penalty 2791.773347 = -673624.436548
  nChanged 11
		SP:Iteration 42Q (152091.280000 sec): 3 clusters
  Score: Raw -676419.543694 + Penalty 2791.773347 = -673627.770347
  nChanged 8
		SP:Iteration 43Q (152091.370000 sec): 3 clusters
  Score: Raw -676421.257675 + Penalty 2791.773347 = -673629.484328
  nChanged 8
		SP:Iteration 44Q (152091.460000 sec): 3 clusters
  Score: Raw -676422.890049 + Penalty 2791.773347 = -673631.116702
  nChanged 5
		SP:Iteration 45Q (152091.550000 sec): 3 clusters
  Score: Raw -676423.743239 + Penalty 2791.773347 = -673631.969893
  nChanged 4
		SP:Iteration 46Q (152091.640000 sec): 3 clusters
  Score: Raw -676424.200036 + Penalty 2791.773347 = -673632.426689
  nChanged 0
		SP:Iteration 47F (152091.730000 sec): 3 clusters
  Score: Raw -676424.200036 + Penalty 2791.773347 = -673632.426689
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 50 (6180 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152091.820000 sec): 2 clusters
  Score: Raw -714701.643802 + Penalty 1418.474452 = -713283.169350
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152091.930000 sec): 3 clusters
  Score: Raw -711426.362347 + Penalty 2836.948904 = -708589.413443
  nChanged 2581
		SP:Iteration 1F (152092.030000 sec): 3 clusters
  Score: Raw -712995.484443 + Penalty 2836.948904 = -710158.535539
  nChanged 488
		SP:Iteration 2F (152092.130000 sec): 3 clusters
  Score: Raw -713313.430028 + Penalty 2836.948904 = -710476.481124
  nChanged 391
		SP:Iteration 3F (152092.230000 sec): 3 clusters
  Score: Raw -713629.110831 + Penalty 2836.948904 = -710792.161928
  nChanged 403
		SP:Iteration 4F (152092.330000 sec): 3 clusters
  Score: Raw -713984.907433 + Penalty 2836.948904 = -711147.958529
  nChanged 368
		SP:Iteration 5F (152092.440000 sec): 3 clusters
  Score: Raw -714347.998400 + Penalty 2836.948904 = -711511.049496
  nChanged 366
		SP:Iteration 6F (152092.550000 sec): 3 clusters
  Score: Raw -714744.900105 + Penalty 2836.948904 = -711907.951201
  nChanged 351
		SP:Iteration 7F (152092.650000 sec): 3 clusters
  Score: Raw -715145.686032 + Penalty 2836.948904 = -712308.737128
  nChanged 355
		SP:Iteration 8F (152092.750000 sec): 3 clusters
  Score: Raw -715535.840458 + Penalty 2836.948904 = -712698.891554
  nChanged 293
		SP:Iteration 9Q (152092.840000 sec): 3 clusters
  Score: Raw -715884.678210 + Penalty 2836.948904 = -713047.729306
  nChanged 208
		SP:Iteration 10Q (152092.940000 sec): 3 clusters
  Score: Raw -716153.741233 + Penalty 2836.948904 = -713316.792330
  nChanged 153
		SP:Iteration 11Q (152093.030000 sec): 3 clusters
  Score: Raw -716304.777550 + Penalty 2836.948904 = -713467.828646
  nChanged 97
		SP:Iteration 12Q (152093.120000 sec): 3 clusters
  Score: Raw -716366.111018 + Penalty 2836.948904 = -713529.162114
  nChanged 58
		SP:Iteration 13Q (152093.210000 sec): 3 clusters
  Score: Raw -716385.760385 + Penalty 2836.948904 = -713548.811481
  nChanged 22
		SP:Iteration 14Q (152093.310000 sec): 3 clusters
  Score: Raw -716392.958248 + Penalty 2836.948904 = -713556.009344
  nChanged 14
		SP:Iteration 15Q (152093.400000 sec): 3 clusters
  Score: Raw -716396.881657 + Penalty 2836.948904 = -713559.932754
  nChanged 9
		SP:Iteration 16Q (152093.490000 sec): 3 clusters
  Score: Raw -716400.323582 + Penalty 2836.948904 = -713563.374678
  nChanged 9
		SP:Iteration 17Q (152093.590000 sec): 3 clusters
  Score: Raw -716403.776662 + Penalty 2836.948904 = -713566.827758
  nChanged 7
		SP:Iteration 18Q (152093.680000 sec): 3 clusters
  Score: Raw -716405.626563 + Penalty 2836.948904 = -713568.677659
  nChanged 3
		SP:Iteration 19Q (152093.780000 sec): 3 clusters
  Score: Raw -716405.926949 + Penalty 2836.948904 = -713568.978045
  nChanged 2
		SP:Iteration 20F (152093.880000 sec): 3 clusters
  Score: Raw -716406.226006 + Penalty 2836.948904 = -713569.277102
  nChanged 2
		SP:Iteration 21Q (152093.970000 sec): 3 clusters
  Score: Raw -716406.896174 + Penalty 2836.948904 = -713569.947270
  nChanged 2
		SP:Iteration 22Q (152094.060000 sec): 3 clusters
  Score: Raw -716407.180296 + Penalty 2836.948904 = -713570.231392
  nChanged 0
		SP:Iteration 23F (152094.160000 sec): 3 clusters
  Score: Raw -716407.180296 + Penalty 2836.948904 = -713570.231392
  nChanged 0
  Score: Raw -119111460.503915 + Penalty 249790.719588 = -118861669.784327

Splitting cluster 50 changes total score from -118861421.788835 to -118861669.784327

 So it's getting split into cluster 111.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 51 (6461 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152440.020000 sec): 2 clusters
  Score: Raw -764769.178323 + Penalty 1425.700150 = -763343.478173
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152440.160000 sec): 3 clusters
  Score: Raw -761321.447856 + Penalty 2851.400300 = -758470.047556
  nChanged 2673
		SP:Iteration 1F (152440.260000 sec): 3 clusters
  Score: Raw -762846.371354 + Penalty 2851.400300 = -759994.971054
  nChanged 486
		SP:Iteration 2F (152440.360000 sec): 3 clusters
  Score: Raw -763139.661626 + Penalty 2851.400300 = -760288.261326
  nChanged 398
		SP:Iteration 3F (152440.460000 sec): 3 clusters
  Score: Raw -763373.522078 + Penalty 2851.400300 = -760522.121778
  nChanged 381
		SP:Iteration 4F (152440.560000 sec): 3 clusters
  Score: Raw -763616.665013 + Penalty 2851.400300 = -760765.264713
  nChanged 365
		SP:Iteration 5F (152440.670000 sec): 3 clusters
  Score: Raw -763850.887661 + Penalty 2851.400300 = -760999.487361
  nChanged 283
		SP:Iteration 6Q (152440.780000 sec): 3 clusters
  Score: Raw -764021.152803 + Penalty 2851.400300 = -761169.752503
  nChanged 257
		SP:Iteration 7Q (152440.880000 sec): 3 clusters
  Score: Raw -764154.115953 + Penalty 2851.400300 = -761302.715653
  nChanged 208
		SP:Iteration 8Q (152440.980000 sec): 3 clusters
  Score: Raw -764251.472193 + Penalty 2851.400300 = -761400.071894
  nChanged 167
		SP:Iteration 9Q (152441.090000 sec): 3 clusters
  Score: Raw -764320.706383 + Penalty 2851.400300 = -761469.306083
  nChanged 147
		SP:Iteration 10Q (152441.190000 sec): 3 clusters
  Score: Raw -764386.343567 + Penalty 2851.400300 = -761534.943267
  nChanged 128
		SP:Iteration 11Q (152441.290000 sec): 3 clusters
  Score: Raw -764441.685667 + Penalty 2851.400300 = -761590.285368
  nChanged 113
		SP:Iteration 12Q (152441.390000 sec): 3 clusters
  Score: Raw -764493.080359 + Penalty 2851.400300 = -761641.680059
  nChanged 110
		SP:Iteration 13Q (152441.490000 sec): 3 clusters
  Score: Raw -764551.117136 + Penalty 2851.400300 = -761699.716836
  nChanged 113
		SP:Iteration 14Q (152441.600000 sec): 3 clusters
  Score: Raw -764619.229678 + Penalty 2851.400300 = -761767.829378
  nChanged 116
		SP:Iteration 15Q (152441.700000 sec): 3 clusters
  Score: Raw -764709.069011 + Penalty 2851.400300 = -761857.668712
  nChanged 128
		SP:Iteration 16Q (152441.800000 sec): 3 clusters
  Score: Raw -764806.915847 + Penalty 2851.400300 = -761955.515548
  nChanged 131
		SP:Iteration 17Q (152441.910000 sec): 3 clusters
  Score: Raw -764933.472230 + Penalty 2851.400300 = -762082.071930
  nChanged 143
		SP:Iteration 18Q (152442.010000 sec): 3 clusters
  Score: Raw -765035.445217 + Penalty 2851.400300 = -762184.044917
  nChanged 107
		SP:Iteration 19Q (152442.110000 sec): 3 clusters
  Score: Raw -765094.479503 + Penalty 2851.400300 = -762243.079204
  nChanged 101
		SP:Iteration 20F (152442.220000 sec): 3 clusters
  Score: Raw -765141.977705 + Penalty 2851.400300 = -762290.577405
  nChanged 86
		SP:Iteration 21Q (152442.320000 sec): 3 clusters
  Score: Raw -765172.880768 + Penalty 2851.400300 = -762321.480468
  nChanged 67
		SP:Iteration 22Q (152442.420000 sec): 3 clusters
  Score: Raw -765197.556084 + Penalty 2851.400300 = -762346.155784
  nChanged 59
		SP:Iteration 23Q (152442.520000 sec): 3 clusters
  Score: Raw -765214.279222 + Penalty 2851.400300 = -762362.878922
  nChanged 43
		SP:Iteration 24Q (152442.620000 sec): 3 clusters
  Score: Raw -765226.150892 + Penalty 2851.400300 = -762374.750592
  nChanged 47
		SP:Iteration 25Q (152442.710000 sec): 3 clusters
  Score: Raw -765239.712248 + Penalty 2851.400300 = -762388.311949
  nChanged 38
		SP:Iteration 26Q (152442.810000 sec): 3 clusters
  Score: Raw -765247.640482 + Penalty 2851.400300 = -762396.240182
  nChanged 24
		SP:Iteration 27Q (152442.910000 sec): 3 clusters
  Score: Raw -765252.605189 + Penalty 2851.400300 = -762401.204889
  nChanged 27
		SP:Iteration 28Q (152443.010000 sec): 3 clusters
  Score: Raw -765259.328101 + Penalty 2851.400300 = -762407.927801
  nChanged 26
		SP:Iteration 29Q (152443.110000 sec): 3 clusters
  Score: Raw -765265.793571 + Penalty 2851.400300 = -762414.393271
  nChanged 34
		SP:Iteration 30Q (152443.200000 sec): 3 clusters
  Score: Raw -765273.277175 + Penalty 2851.400300 = -762421.876875
  nChanged 25
		SP:Iteration 31Q (152443.300000 sec): 3 clusters
  Score: Raw -765278.995915 + Penalty 2851.400300 = -762427.595615
  nChanged 28
		SP:Iteration 32Q (152443.400000 sec): 3 clusters
  Score: Raw -765286.268344 + Penalty 2851.400300 = -762434.868045
  nChanged 26
		SP:Iteration 33Q (152443.500000 sec): 3 clusters
  Score: Raw -765292.279878 + Penalty 2851.400300 = -762440.879578
  nChanged 27
		SP:Iteration 34Q (152443.600000 sec): 3 clusters
  Score: Raw -765297.437023 + Penalty 2851.400300 = -762446.036723
  nChanged 24
		SP:Iteration 35Q (152443.700000 sec): 3 clusters
  Score: Raw -765303.317621 + Penalty 2851.400300 = -762451.917322
  nChanged 25
		SP:Iteration 36Q (152443.800000 sec): 3 clusters
  Score: Raw -765309.222927 + Penalty 2851.400300 = -762457.822627
  nChanged 21
		SP:Iteration 37Q (152443.910000 sec): 3 clusters
  Score: Raw -765313.364794 + Penalty 2851.400300 = -762461.964494
  nChanged 18
		SP:Iteration 38Q (152444.010000 sec): 3 clusters
  Score: Raw -765316.289264 + Penalty 2851.400300 = -762464.888964
  nChanged 13
		SP:Iteration 39Q (152444.110000 sec): 3 clusters
  Score: Raw -765319.254177 + Penalty 2851.400300 = -762467.853877
  nChanged 10
		SP:Iteration 40F (152444.210000 sec): 3 clusters
  Score: Raw -765320.982233 + Penalty 2851.400300 = -762469.581933
  nChanged 8
		SP:Iteration 41Q (152444.310000 sec): 3 clusters
  Score: Raw -765322.036691 + Penalty 2851.400300 = -762470.636391
  nChanged 5
		SP:Iteration 42Q (152444.410000 sec): 3 clusters
  Score: Raw -765322.584757 + Penalty 2851.400300 = -762471.184458
  nChanged 2
		SP:Iteration 43Q (152444.510000 sec): 3 clusters
  Score: Raw -765322.764583 + Penalty 2851.400300 = -762471.364284
  nChanged 0
		SP:Iteration 44F (152444.610000 sec): 3 clusters
  Score: Raw -765322.764583 + Penalty 2851.400300 = -762471.364284
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 52 (2177 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152444.680000 sec): 2 clusters
  Score: Raw -250380.048937 + Penalty 1248.926747 = -249131.122190
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152444.720000 sec): 3 clusters
  Score: Raw -249432.460475 + Penalty 2497.853495 = -246934.606980
  nChanged 826
		SP:Iteration 1F (152444.760000 sec): 3 clusters
  Score: Raw -250205.373287 + Penalty 2497.853495 = -247707.519792
  nChanged 264
		SP:Iteration 2F (152444.800000 sec): 3 clusters
  Score: Raw -250609.522278 + Penalty 2497.853495 = -248111.668783
  nChanged 167
		SP:Iteration 3F (152444.840000 sec): 3 clusters
  Score: Raw -250847.685332 + Penalty 2497.853495 = -248349.831837
  nChanged 118
		SP:Iteration 4F (152444.880000 sec): 3 clusters
  Score: Raw -250972.804911 + Penalty 2497.853495 = -248474.951417
  nChanged 87
		SP:Iteration 5Q (152444.920000 sec): 3 clusters
  Score: Raw -251043.054730 + Penalty 2497.853495 = -248545.201235
  nChanged 56
		SP:Iteration 6Q (152444.950000 sec): 3 clusters
  Score: Raw -251097.543079 + Penalty 2497.853495 = -248599.689584
  nChanged 51
		SP:Iteration 7Q (152444.990000 sec): 3 clusters
  Score: Raw -251137.890007 + Penalty 2497.853495 = -248640.036512
  nChanged 39
		SP:Iteration 8Q (152445.030000 sec): 3 clusters
  Score: Raw -251168.286583 + Penalty 2497.853495 = -248670.433088
  nChanged 41
		SP:Iteration 9Q (152445.070000 sec): 3 clusters
  Score: Raw -251193.188699 + Penalty 2497.853495 = -248695.335204
  nChanged 32
		SP:Iteration 10Q (152445.110000 sec): 3 clusters
  Score: Raw -251217.342664 + Penalty 2497.853495 = -248719.489169
  nChanged 27
		SP:Iteration 11Q (152445.150000 sec): 3 clusters
  Score: Raw -251238.833154 + Penalty 2497.853495 = -248740.979659
  nChanged 21
		SP:Iteration 12Q (152445.190000 sec): 3 clusters
  Score: Raw -251252.465356 + Penalty 2497.853495 = -248754.611861
  nChanged 17
		SP:Iteration 13Q (152445.220000 sec): 3 clusters
  Score: Raw -251267.727571 + Penalty 2497.853495 = -248769.874076
  nChanged 25
		SP:Iteration 14Q (152445.260000 sec): 3 clusters
  Score: Raw -251283.924055 + Penalty 2497.853495 = -248786.070560
  nChanged 19
		SP:Iteration 15Q (152445.300000 sec): 3 clusters
  Score: Raw -251295.712684 + Penalty 2497.853495 = -248797.859189
  nChanged 15
		SP:Iteration 16Q (152445.340000 sec): 3 clusters
  Score: Raw -251309.298604 + Penalty 2497.853495 = -248811.445109
  nChanged 15
		SP:Iteration 17Q (152445.380000 sec): 3 clusters
  Score: Raw -251323.632661 + Penalty 2497.853495 = -248825.779166
  nChanged 13
		SP:Iteration 18Q (152445.420000 sec): 3 clusters
  Score: Raw -251335.028299 + Penalty 2497.853495 = -248837.174804
  nChanged 15
		SP:Iteration 19Q (152445.460000 sec): 3 clusters
  Score: Raw -251346.078152 + Penalty 2497.853495 = -248848.224657
  nChanged 12
		SP:Iteration 20F (152445.500000 sec): 3 clusters
  Score: Raw -251362.187767 + Penalty 2497.853495 = -248864.334272
  nChanged 16
		SP:Iteration 21Q (152445.540000 sec): 3 clusters
  Score: Raw -251375.163900 + Penalty 2497.853495 = -248877.310405
  nChanged 18
		SP:Iteration 22Q (152445.570000 sec): 3 clusters
  Score: Raw -251386.976997 + Penalty 2497.853495 = -248889.123502
  nChanged 17
		SP:Iteration 23Q (152445.610000 sec): 3 clusters
  Score: Raw -251396.665255 + Penalty 2497.853495 = -248898.811761
  nChanged 10
		SP:Iteration 24Q (152445.650000 sec): 3 clusters
  Score: Raw -251402.635973 + Penalty 2497.853495 = -248904.782478
  nChanged 9
		SP:Iteration 25Q (152445.690000 sec): 3 clusters
  Score: Raw -251412.871982 + Penalty 2497.853495 = -248915.018487
  nChanged 18
		SP:Iteration 26Q (152445.730000 sec): 3 clusters
  Score: Raw -251446.892091 + Penalty 2497.853495 = -248949.038596
  nChanged 20
		SP:Iteration 27Q (152445.770000 sec): 3 clusters
  Score: Raw -251487.820260 + Penalty 2497.853495 = -248989.966765
  nChanged 25
		SP:Iteration 28Q (152445.800000 sec): 3 clusters
  Score: Raw -251514.761310 + Penalty 2497.853495 = -249016.907815
  nChanged 21
		SP:Iteration 29Q (152445.840000 sec): 3 clusters
  Score: Raw -251521.390302 + Penalty 2497.853495 = -249023.536807
  nChanged 9
		SP:Iteration 30Q (152445.880000 sec): 3 clusters
  Score: Raw -251528.214743 + Penalty 2497.853495 = -249030.361248
  nChanged 7
		SP:Iteration 31Q (152445.920000 sec): 3 clusters
  Score: Raw -251532.226264 + Penalty 2497.853495 = -249034.372769
  nChanged 7
		SP:Iteration 32Q (152445.960000 sec): 3 clusters
  Score: Raw -251537.529073 + Penalty 2497.853495 = -249039.675578
  nChanged 5
		SP:Iteration 33Q (152446.000000 sec): 3 clusters
  Score: Raw -251542.064702 + Penalty 2497.853495 = -249044.211208
  nChanged 9
		SP:Iteration 34Q (152446.040000 sec): 3 clusters
  Score: Raw -251551.896707 + Penalty 2497.853495 = -249054.043212
  nChanged 11
		SP:Iteration 35Q (152446.070000 sec): 3 clusters
  Score: Raw -251564.351122 + Penalty 2497.853495 = -249066.497627
  nChanged 10
		SP:Iteration 36Q (152446.110000 sec): 3 clusters
  Score: Raw -251577.599156 + Penalty 2497.853495 = -249079.745661
  nChanged 16
		SP:Iteration 37Q (152446.150000 sec): 3 clusters
  Score: Raw -251597.363390 + Penalty 2497.853495 = -249099.509895
  nChanged 14
		SP:Iteration 38Q (152446.190000 sec): 3 clusters
  Score: Raw -251615.436785 + Penalty 2497.853495 = -249117.583290
  nChanged 16
		SP:Iteration 39Q (152446.230000 sec): 3 clusters
  Score: Raw -251633.841701 + Penalty 2497.853495 = -249135.988206
  nChanged 13
		SP:Iteration 40F (152446.270000 sec): 3 clusters
  Score: Raw -251646.409955 + Penalty 2497.853495 = -249148.556460
  nChanged 15
		SP:Iteration 41Q (152446.300000 sec): 3 clusters
  Score: Raw -251660.327231 + Penalty 2497.853495 = -249162.473736
  nChanged 14
		SP:Iteration 42Q (152446.340000 sec): 3 clusters
  Score: Raw -251668.861189 + Penalty 2497.853495 = -249171.007694
  nChanged 9
		SP:Iteration 43Q (152446.380000 sec): 3 clusters
  Score: Raw -251673.904729 + Penalty 2497.853495 = -249176.051234
  nChanged 3
		SP:Iteration 44Q (152446.420000 sec): 3 clusters
  Score: Raw -251675.271317 + Penalty 2497.853495 = -249177.417823
  nChanged 3
		SP:Iteration 45Q (152446.460000 sec): 3 clusters
  Score: Raw -251675.957517 + Penalty 2497.853495 = -249178.104023
  nChanged 0
		SP:Iteration 46F (152446.500000 sec): 3 clusters
  Score: Raw -251675.957517 + Penalty 2497.853495 = -249178.104023
  nChanged 0
  Score: Raw -119112756.412495 + Penalty 252041.086431 = -118860715.326064

Splitting cluster 52 changes total score from -118861421.788835 to -118860715.326064

 So it's not getting split.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 53 (1430 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152787.320000 sec): 2 clusters
  Score: Raw -163344.820265 + Penalty 1180.632330 = -162164.187935
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152787.360000 sec): 3 clusters
  Score: Raw -162879.849547 + Penalty 2361.264660 = -160518.584887
  nChanged 449
		SP:Iteration 1F (152787.400000 sec): 3 clusters
  Score: Raw -163232.435686 + Penalty 2361.264660 = -160871.171026
  nChanged 128
		SP:Iteration 2F (152787.430000 sec): 3 clusters
  Score: Raw -163396.284138 + Penalty 2361.264660 = -161035.019478
  nChanged 92
		SP:Iteration 3F (152787.460000 sec): 3 clusters
  Score: Raw -163499.342839 + Penalty 2361.264660 = -161138.078179
  nChanged 70
		SP:Iteration 4Q (152787.490000 sec): 3 clusters
  Score: Raw -163586.451742 + Penalty 2361.264660 = -161225.187082
  nChanged 69
		SP:Iteration 5Q (152787.510000 sec): 3 clusters
  Score: Raw -163687.536541 + Penalty 2361.264660 = -161326.271881
  nChanged 65
		SP:Iteration 6Q (152787.540000 sec): 3 clusters
  Score: Raw -163822.730837 + Penalty 2361.264660 = -161461.466177
  nChanged 82
		SP:Iteration 7F (152787.570000 sec): 3 clusters
  Score: Raw -164036.699919 + Penalty 2361.264660 = -161675.435259
  nChanged 83
		SP:Iteration 8F (152787.590000 sec): 3 clusters
  Score: Raw -164268.184230 + Penalty 2361.264660 = -161906.919570
  nChanged 82
		SP:Iteration 9F (152787.620000 sec): 3 clusters
  Score: Raw -164534.139839 + Penalty 2361.264660 = -162172.875179
  nChanged 85
		SP:Iteration 10F (152787.650000 sec): 3 clusters
  Score: Raw -164947.192707 + Penalty 2361.264660 = -162585.928047
  nChanged 81
		SP:Iteration 11F (152787.670000 sec): 3 clusters
  Score: Raw -165363.216780 + Penalty 2361.264660 = -163001.952120
  nChanged 39
		SP:Iteration 12Q (152787.700000 sec): 3 clusters
  Score: Raw -165519.279918 + Penalty 2361.264660 = -163158.015258
  nChanged 15
		SP:Iteration 13Q (152787.730000 sec): 3 clusters
  Score: Raw -165561.816220 + Penalty 2361.264660 = -163200.551560
  nChanged 7
		SP:Iteration 14Q (152787.750000 sec): 3 clusters
  Score: Raw -165579.120995 + Penalty 2361.264660 = -163217.856335
  nChanged 3
		SP:Iteration 15Q (152787.770000 sec): 3 clusters
  Score: Raw -165584.003457 + Penalty 2361.264660 = -163222.738797
  nChanged 1
		SP:Iteration 16Q (152787.800000 sec): 3 clusters
  Score: Raw -165584.788863 + Penalty 2361.264660 = -163223.524203
  nChanged 1
		SP:Iteration 17Q (152787.830000 sec): 3 clusters
  Score: Raw -165585.345749 + Penalty 2361.264660 = -163224.081089
  nChanged 1
		SP:Iteration 18Q (152787.850000 sec): 3 clusters
  Score: Raw -165586.289146 + Penalty 2361.264660 = -163225.024485
  nChanged 1
		SP:Iteration 19Q (152787.880000 sec): 3 clusters
  Score: Raw -165586.904760 + Penalty 2361.264660 = -163225.640099
  nChanged 0
		SP:Iteration 20F (152787.910000 sec): 3 clusters
  Score: Raw -165586.904760 + Penalty 2361.264660 = -163225.640099
  nChanged 0
  Score: Raw -119113702.588410 + Penalty 252041.086431 = -118861661.501978

Splitting cluster 53 changes total score from -118861421.788835 to -118861661.501978

 So it's getting split into cluster 112.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 54 (31223 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (153128.690000 sec): 2 clusters
  Score: Raw -3806178.362557 + Penalty 1681.697921 = -3804496.664636
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (153129.050000 sec): 3 clusters
  Score: Raw -3786849.746894 + Penalty 3363.395842 = -3783486.351053
  nChanged 14381
		SP:Iteration 1F (153129.400000 sec): 3 clusters
  Score: Raw -3794876.611985 + Penalty 3363.395842 = -3791513.216144
  nChanged 1648
		SP:Iteration 2F (153129.760000 sec): 3 clusters
  Score: Raw -3795499.468228 + Penalty 3363.395842 = -3792136.072386
  nChanged 1506
		SP:Iteration 3Q (153130.090000 sec): 3 clusters
  Score: Raw -3796088.801031 + Penalty 3363.395842 = -3792725.405190
  nChanged 1510
		SP:Iteration 4Q (153130.430000 sec): 3 clusters
  Score: Raw -3796707.290989 + Penalty 3363.395842 = -3793343.895148
  nChanged 1499
		SP:Iteration 5Q (153130.770000 sec): 3 clusters
  Score: Raw -3797294.703672 + Penalty 3363.395842 = -3793931.307830
  nChanged 1370
		SP:Iteration 6Q (153131.110000 sec): 3 clusters
  Score: Raw -3797816.782805 + Penalty 3363.395842 = -3794453.386963
  nChanged 1290
		SP:Iteration 7Q (153131.450000 sec): 3 clusters
  Score: Raw -3798357.232015 + Penalty 3363.395842 = -3794993.836173
  nChanged 1305
		SP:Iteration 8Q (153131.760000 sec): 3 clusters
  Score: Raw -3798967.898621 + Penalty 3363.395842 = -3795604.502779
  nChanged 1384
		SP:Iteration 9Q (153132.100000 sec): 3 clusters
  Score: Raw -3799632.184065 + Penalty 3363.395842 = -3796268.788224
  nChanged 1400
		SP:Iteration 10Q (153132.440000 sec): 3 clusters
  Score: Raw -3800391.651788 + Penalty 3363.395842 = -3797028.255947
  nChanged 1445
		SP:Iteration 11Q (153132.770000 sec): 3 clusters
  Score: Raw -3801218.374077 + Penalty 3363.395842 = -3797854.978236
  nChanged 1463
		SP:Iteration 12Q (153133.110000 sec): 3 clusters
  Score: Raw -3802115.696336 + Penalty 3363.395842 = -3798752.300494
  nChanged 1431
		SP:Iteration 13Q (153133.440000 sec): 3 clusters
  Score: Raw -3803067.745419 + Penalty 3363.395842 = -3799704.349577
  nChanged 1330
		SP:Iteration 14Q (153133.790000 sec): 3 clusters
  Score: Raw -3803958.045457 + Penalty 3363.395842 = -3800594.649616
  nChanged 1096
		SP:Iteration 15Q (153134.090000 sec): 3 clusters
  Score: Raw -3804690.464526 + Penalty 3363.395842 = -3801327.068684
  nChanged 860
		SP:Iteration 16Q (153134.390000 sec): 3 clusters
  Score: Raw -3805275.365790 + Penalty 3363.395842 = -3801911.969948
  nChanged 672
		SP:Iteration 17Q (153134.680000 sec): 3 clusters
  Score: Raw -3805734.861623 + Penalty 3363.395842 = -3802371.465781
  nChanged 439
		SP:Iteration 18Q (153135.020000 sec): 3 clusters
  Score: Raw -3806020.229316 + Penalty 3363.395842 = -3802656.833474
  nChanged 276
		SP:Iteration 19Q (153135.350000 sec): 3 clusters
  Score: Raw -3806211.099120 + Penalty 3363.395842 = -3802847.703278
  nChanged 188
		SP:Iteration 20F (153135.710000 sec): 3 clusters
  Score: Raw -3806336.714901 + Penalty 3363.395842 = -3802973.319059
  nChanged 118
		SP:Iteration 21Q (153136.020000 sec): 3 clusters
  Score: Raw -3806411.320394 + Penalty 3363.395842 = -3803047.924553
  nChanged 69
		SP:Iteration 22Q (153136.340000 sec): 3 clusters
  Score: Raw -3806454.937998 + Penalty 3363.395842 = -3803091.542156
  nChanged 47
		SP:Iteration 23Q (153136.670000 sec): 3 clusters
  Score: Raw -3806482.709367 + Penalty 3363.395842 = -3803119.313525
  nChanged 36
		SP:Iteration 24Q (153137.000000 sec): 3 clusters
  Score: Raw -3806501.470393 + Penalty 3363.395842 = -3803138.074552
  nChanged 22
		SP:Iteration 25Q (153137.280000 sec): 3 clusters
  Score: Raw -3806514.248218 + Penalty 3363.395842 = -3803150.852377
  nChanged 15
		SP:Iteration 26Q (153137.580000 sec): 3 clusters
  Score: Raw -3806523.141574 + Penalty 3363.395842 = -3803159.745733
  nChanged 15
		SP:Iteration 27Q (153137.900000 sec): 3 clusters
  Score: Raw -3806530.382276 + Penalty 3363.395842 = -3803166.986434
  nChanged 17
		SP:Iteration 28Q (153138.230000 sec): 3 clusters
  Score: Raw -3806541.784233 + Penalty 3363.395842 = -3803178.388391
  nChanged 13
		SP:Iteration 29Q (153138.560000 sec): 3 clusters
  Score: Raw -3806548.706192 + Penalty 3363.395842 = -3803185.310351
  nChanged 8
		SP:Iteration 30Q (153138.890000 sec): 3 clusters
  Score: Raw -3806553.488453 + Penalty 3363.395842 = -3803190.092612
  nChanged 6
		SP:Iteration 31Q (153139.210000 sec): 3 clusters
  Score: Raw -3806556.566257 + Penalty 3363.395842 = -3803193.170416
  nChanged 6
		SP:Iteration 32Q (153139.520000 sec): 3 clusters
  Score: Raw -3806559.550957 + Penalty 3363.395842 = -3803196.155116
  nChanged 4
		SP:Iteration 33Q (153139.800000 sec): 3 clusters
  Score: Raw -3806561.228994 + Penalty 3363.395842 = -3803197.833152
  nChanged 6
		SP:Iteration 34Q (153140.100000 sec): 3 clusters
  Score: Raw -3806563.647249 + Penalty 3363.395842 = -3803200.251407
  nChanged 3
		SP:Iteration 35Q (153140.430000 sec): 3 clusters
  Score: Raw -3806566.107953 + Penalty 3363.395842 = -3803202.712112
  nChanged 3
		SP:Iteration 36Q (153140.760000 sec): 3 clusters
  Score: Raw -3806567.839509 + Penalty 3363.395842 = -3803204.443668
  nChanged 3
		SP:Iteration 37Q (153141.090000 sec): 3 clusters
  Score: Raw -3806568.999806 + Penalty 3363.395842 = -3803205.603965
  nChanged 2
		SP:Iteration 38Q (153141.420000 sec): 3 clusters
  Score: Raw -3806570.030443 + Penalty 3363.395842 = -3803206.634601
  nChanged 3
		SP:Iteration 39Q (153141.750000 sec): 3 clusters
  Score: Raw -3806571.956330 + Penalty 3363.395842 = -3803208.560488
  nChanged 6
		SP:Iteration 40F (153142.110000 sec): 3 clusters
  Score: Raw -3806575.209869 + Penalty 3363.395842 = -3803211.814027
  nChanged 3
		SP:Iteration 41Q (153142.440000 sec): 3 clusters
  Score: Raw -3806576.974516 + Penalty 3363.395842 = -3803213.578675
  nChanged 3
		SP:Iteration 42Q (153142.770000 sec): 3 clusters
  Score: Raw -3806577.692697 + Penalty 3363.395842 = -3803214.296855
  nChanged 0
		SP:Iteration 43F (153143.130000 sec): 3 clusters
  Score: Raw -3806577.692697 + Penalty 3363.395842 = -3803214.296855
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 55 (5218 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (153143.200000 sec): 2 clusters
  Score: Raw -629811.188438 + Penalty 1390.978788 = -628420.209650
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (153143.300000 sec): 3 clusters
  Score: Raw -627077.579872 + Penalty 2781.957576 = -624295.622296
  nChanged 2124
		SP:Iteration 1F (153143.390000 sec): 3 clusters
  Score: Raw -628201.470876 + Penalty 2781.957576 = -625419.513300
  nChanged 369
		SP:Iteration 2F (153143.480000 sec): 3 clusters
  Score: Raw -628369.103524 + Penalty 2781.957576 = -625587.145948
  nChanged 251
		SP:Iteration 3Q (153143.570000 sec): 3 clusters
  Score: Raw -628486.491294 + Penalty 2781.957576 = -625704.533717
  nChanged 198
		SP:Iteration 4Q (153143.660000 sec): 3 clusters
  Score: Raw -628565.088417 + Penalty 2781.957576 = -625783.130841
  nChanged 168
		SP:Iteration 5Q (153143.750000 sec): 3 clusters
  Score: Raw -628636.434361 + Penalty 2781.957576 = -625854.476785
  nChanged 155
		SP:Iteration 6Q (153143.840000 sec): 3 clusters
  Score: Raw -628700.986691 + Penalty 2781.957576 = -625919.029115
  nChanged 142
		SP:Iteration 7Q (153143.930000 sec): 3 clusters
  Score: Raw -628760.598243 + Penalty 2781.957576 = -625978.640667
  nChanged 158
		SP:Iteration 8Q (153144.030000 sec): 3 clusters
  Score: Raw -628836.268660 + Penalty 2781.957576 = -626054.311084
  nChanged 155
		SP:Iteration 9Q (153144.120000 sec): 3 clusters
  Score: Raw -628916.454241 + Penalty 2781.957576 = -626134.496664
  nChanged 178
		SP:Iteration 10Q (153144.210000 sec): 3 clusters
  Score: Raw -629014.250523 + Penalty 2781.957576 = -626232.292947
  nChanged 184
		SP:Iteration 11Q (153144.300000 sec): 3 clusters
  Score: Raw -629124.628714 + Penalty 2781.957576 = -626342.671137
  nChanged 210
		SP:Iteration 12Q (153144.390000 sec): 3 clusters
  Score: Raw -629267.088915 + Penalty 2781.957576 = -626485.131339
  nChanged 212
		SP:Iteration 13Q (153144.480000 sec): 3 clusters
  Score: Raw -629405.926292 + Penalty 2781.957576 = -626623.968716
  nChanged 192
		SP:Iteration 14Q (153144.570000 sec): 3 clusters
  Score: Raw -629549.814850 + Penalty 2781.957576 = -626767.857274
  nChanged 166
		SP:Iteration 15Q (153144.660000 sec): 3 clusters
  Score: Raw -629668.056359 + Penalty 2781.957576 = -626886.098783
  nChanged 123
		SP:Iteration 16Q (153144.750000 sec): 3 clusters
  Score: Raw -629746.695362 + Penalty 2781.957576 = -626964.737786
  nChanged 80
		SP:Iteration 17Q (153144.840000 sec): 3 clusters
  Score: Raw -629795.278875 + Penalty 2781.957576 = -627013.321298
  nChanged 69
		SP:Iteration 18Q (153144.930000 sec): 3 clusters
  Score: Raw -629839.557323 + Penalty 2781.957576 = -627057.599747
  nChanged 59
		SP:Iteration 19Q (153145.020000 sec): 3 clusters
  Score: Raw -629883.084211 + Penalty 2781.957576 = -627101.126635
  nChanged 45
		SP:Iteration 20F (153145.110000 sec): 3 clusters
  Score: Raw -629912.888032 + Penalty 2781.957576 = -627130.930456
  nChanged 34
		SP:Iteration 21Q (153145.200000 sec): 3 clusters
  Score: Raw -629931.552157 + Penalty 2781.957576 = -627149.594580
  nChanged 34
		SP:Iteration 22Q (153145.290000 sec): 3 clusters
  Score: Raw -629951.492791 + Penalty 2781.957576 = -627169.535215
  nChanged 32
		SP:Iteration 23Q (153145.380000 sec): 3 clusters
  Score: Raw -629974.793575 + Penalty 2781.957576 = -627192.835999
  nChanged 26
		SP:Iteration 24Q (153145.470000 sec): 3 clusters
  Score: Raw -629995.756509 + Penalty 2781.957576 = -627213.798933
  nChanged 21
		SP:Iteration 25Q (153145.550000 sec): 3 clusters
  Score: Raw -630012.608845 + Penalty 2781.957576 = -627230.651269
  nChanged 20
		SP:Iteration 26Q (153145.640000 sec): 3 clusters
  Score: Raw -630031.456907 + Penalty 2781.957576 = -627249.499331
  nChanged 15
		SP:Iteration 27Q (153145.730000 sec): 3 clusters
  Score: Raw -630043.341878 + Penalty 2781.957576 = -627261.384302
  nChanged 14
		SP:Iteration 28Q (153145.820000 sec): 3 clusters
  Score: Raw -630052.970680 + Penalty 2781.957576 = -627271.013103
  nChanged 8
		SP:Iteration 29Q (153145.910000 sec): 3 clusters
  Score: Raw -630058.777390 + Penalty 2781.957576 = -627276.819814
  nChanged 3
		SP:Iteration 30Q (153145.990000 sec): 3 clusters
  Score: Raw -630060.417989 + Penalty 2781.957576 = -627278.460413
  nChanged 2
		SP:Iteration 31Q (153146.080000 sec): 3 clusters
  Score: Raw -630062.014319 + Penalty 2781.957576 = -627280.056742
  nChanged 2
		SP:Iteration 32Q (153146.170000 sec): 3 clusters
  Score: Raw -630062.724864 + Penalty 2781.957576 = -627280.767288
  nChanged 0
		SP:Iteration 33F (153146.260000 sec): 3 clusters
  Score: Raw -630062.724864 + Penalty 2781.957576 = -627280.767288
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 56 (3402 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (153146.330000 sec): 2 clusters
  Score: Raw -378462.370187 + Penalty 1321.469301 = -377140.900886
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (153146.390000 sec): 3 clusters
  Score: Raw -376822.245572 + Penalty 2642.938601 = -374179.306971
  nChanged 1356
		SP:Iteration 1F (153146.460000 sec): 3 clusters
  Score: Raw -377639.822417 + Penalty 2642.938601 = -374996.883816
  nChanged 284
		SP:Iteration 2F (153146.520000 sec): 3 clusters
  Score: Raw -377810.784981 + Penalty 2642.938601 = -375167.846380
  nChanged 183
		SP:Iteration 3F (153146.580000 sec): 3 clusters
  Score: Raw -377919.557764 + Penalty 2642.938601 = -375276.619162
  nChanged 130
		SP:Iteration 4Q (153146.640000 sec): 3 clusters
  Score: Raw -378013.658025 + Penalty 2642.938601 = -375370.719424
  nChanged 143
		SP:Iteration 5Q (153146.700000 sec): 3 clusters
  Score: Raw -378122.144535 + Penalty 2642.938601 = -375479.205934
  nChanged 126
		SP:Iteration 6Q (153146.770000 sec): 3 clusters
  Score: Raw -378259.543422 + Penalty 2642.938601 = -375616.604820
  nChanged 163
		SP:Iteration 7Q (153146.830000 sec): 3 clusters
  Score: Raw -378453.559780 + Penalty 2642.938601 = -375810.621178
  nChanged 190
		SP:Iteration 8F (153146.890000 sec): 3 clusters
  Score: Raw -378682.963352 + Penalty 2642.938601 = -376040.024751
  nChanged 186
		SP:Iteration 9F (153146.950000 sec): 3 clusters
  Score: Raw -378893.892979 + Penalty 2642.938601 = -376250.954377
  nChanged 158
		SP:Iteration 10Q (153147.010000 sec): 3 clusters
  Score: Raw -379061.102051 + Penalty 2642.938601 = -376418.163450
  nChanged 131
		SP:Iteration 11Q (153147.070000 sec): 3 clusters
  Score: Raw -379202.703404 + Penalty 2642.938601 = -376559.764803
  nChanged 104
		SP:Iteration 12Q (153147.130000 sec): 3 clusters
  Score: Raw -379300.647628 + Penalty 2642.938601 = -376657.709026
  nChanged 70
		SP:Iteration 13Q (153147.190000 sec): 3 clusters
  Score: Raw -379352.728178 + Penalty 2642.938601 = -376709.789577
  nChanged 46
		SP:Iteration 14Q (153147.250000 sec): 3 clusters
  Score: Raw -379383.573940 + Penalty 2642.938601 = -376740.635339
  nChanged 40
		SP:Iteration 15Q (153147.310000 sec): 3 clusters
  Score: Raw -379413.366088 + Penalty 2642.938601 = -376770.427487
  nChanged 28
		SP:Iteration 16Q (153147.370000 sec): 3 clusters
  Score: Raw -379437.506112 + Penalty 2642.938601 = -376794.567510
  nChanged 26
		SP:Iteration 17Q (153147.430000 sec): 3 clusters
  Score: Raw -379456.103072 + Penalty 2642.938601 = -376813.164471
  nChanged 28
		SP:Iteration 18Q (153147.490000 sec): 3 clusters
  Score: Raw -379472.440052 + Penalty 2642.938601 = -376829.501450
  nChanged 24
		SP:Iteration 19Q (153147.550000 sec): 3 clusters
  Score: Raw -379488.180407 + Penalty 2642.938601 = -376845.241806
  nChanged 23
		SP:Iteration 20F (153147.610000 sec): 3 clusters
  Score: Raw -379503.620279 + Penalty 2642.938601 = -376860.681678
  nChanged 15
		SP:Iteration 21Q (153147.670000 sec): 3 clusters
  Score: Raw -379511.237220 + Penalty 2642.938601 = -376868.298619
  nChanged 11
		SP:Iteration 22Q (153147.730000 sec): 3 clusters
  Score: Raw -379515.429511 + Penalty 2642.938601 = -376872.490910
  nChanged 8
		SP:Iteration 23Q (153147.790000 sec): 3 clusters
  Score: Raw -379518.696550 + Penalty 2642.938601 = -376875.757948
  nChanged 7
		SP:Iteration 24Q (153147.850000 sec): 3 clusters
  Score: Raw -379522.234946 + Penalty 2642.938601 = -376879.296345
  nChanged 6
		SP:Iteration 25Q (153147.910000 sec): 3 clusters
  Score: Raw -379524.601277 + Penalty 2642.938601 = -376881.662676
  nChanged 9
		SP:Iteration 26Q (153147.970000 sec): 3 clusters
  Score: Raw -379526.783747 + Penalty 2642.938601 = -376883.845146
  nChanged 3
		SP:Iteration 27Q (153148.030000 sec): 3 clusters
  Score: Raw -379527.961591 + Penalty 2642.938601 = -376885.022990
  nChanged 4
		SP:Iteration 28Q (153148.090000 sec): 3 clusters
  Score: Raw -379529.417451 + Penalty 2642.938601 = -376886.478850
  nChanged 5
		SP:Iteration 29Q (153148.150000 sec): 3 clusters
  Score: Raw -379531.119142 + Penalty 2642.938601 = -376888.180541
  nChanged 6
		SP:Iteration 30Q (153148.210000 sec): 3 clusters
  Score: Raw -379534.518402 + Penalty 2642.938601 = -376891.579800
  nChanged 8
		SP:Iteration 31Q (153148.270000 sec): 3 clusters
  Score: Raw -379539.397419 + Penalty 2642.938601 = -376896.458817
  nChanged 9
		SP:Iteration 32Q (153148.330000 sec): 3 clusters
  Score: Raw -379544.731294 + Penalty 2642.938601 = -376901.792692
  nChanged 11
		SP:Iteration 33Q (153148.390000 sec): 3 clusters
  Score: Raw -379549.597602 + Penalty 2642.938601 = -376906.659000
  nChanged 14
		SP:Iteration 34Q (153148.450000 sec): 3 clusters
  Score: Raw -379558.337609 + Penalty 2642.938601 = -376915.399008
  nChanged 13
		SP:Iteration 35Q (153148.510000 sec): 3 clusters
  Score: Raw -379566.925715 + Penalty 2642.938601 = -376923.987114
  nChanged 13
		SP:Iteration 36Q (153148.570000 sec): 3 clusters
  Score: Raw -379576.075288 + Penalty 2642.938601 = -376933.136687
  nChanged 17
		SP:Iteration 37Q (153148.630000 sec): 3 clusters
  Score: Raw -379590.316366 + Penalty 2642.938601 = -376947.377765
  nChanged 21
		SP:Iteration 38Q (153148.690000 sec): 3 clusters
  Score: Raw -379606.515026 + Penalty 2642.938601 = -376963.576425
  nChanged 16
		SP:Iteration 39Q (153148.750000 sec): 3 clusters
  Score: Raw -379627.377086 + Penalty 2642.938601 = -376984.438485
  nChanged 23
		SP:Iteration 40F (153148.810000 sec): 3 clusters
  Score: Raw -379644.012023 + Penalty 2642.938601 = -377001.073422
  nChanged 16
		SP:Iteration 41Q (153148.870000 sec): 3 clusters
  Score: Raw -379652.840014 + Penalty 2642.938601 = -377009.901413
  nChanged 16
		SP:Iteration 42Q (153148.930000 sec): 3 clusters
  Score: Raw -379662.308314 + Penalty 2642.938601 = -377019.369713
  nChanged 19
		SP:Iteration 43Q (153148.980000 sec): 3 clusters
  Score: Raw -379672.430262 + Penalty 2642.938601 = -377029.491661
  nChanged 11
		SP:Iteration 44Q (153149.040000 sec): 3 clusters
  Score: Raw -379678.287289 + Penalty 2642.938601 = -377035.348688
  nChanged 11
		SP:Iteration 45Q (153149.100000 sec): 3 clusters
  Score: Raw -379682.705696 + Penalty 2642.938601 = -377039.767094
  nChanged 7
		SP:Iteration 46Q (153149.160000 sec): 3 clusters
  Score: Raw -379685.841008 + Penalty 2642.938601 = -377042.902407
  nChanged 5
		SP:Iteration 47Q (153149.220000 sec): 3 clusters
  Score: Raw -379689.729471 + Penalty 2642.938601 = -377046.790870
  nChanged 11
		SP:Iteration 48Q (153149.280000 sec): 3 clusters
  Score: Raw -379696.566423 + Penalty 2642.938601 = -377053.627821
  nChanged 7
		SP:Iteration 49Q (153149.340000 sec): 3 clusters
  Score: Raw -379698.861522 + Penalty 2642.938601 = -377055.922920
  nChanged 3
		SP:Iteration 50Q (153149.400000 sec): 3 clusters
  Score: Raw -379699.916822 + Penalty 2642.938601 = -377056.978221
  nChanged 8
		SP:Iteration 51Q (153149.460000 sec): 3 clusters
  Score: Raw -379703.087292 + Penalty 2642.938601 = -377060.148691
  nChanged 2
		SP:Iteration 52Q (153149.520000 sec): 3 clusters
  Score: Raw -379703.755680 + Penalty 2642.938601 = -377060.817078
  nChanged 3
		SP:Iteration 53Q (153149.570000 sec): 3 clusters
  Score: Raw -379704.943144 + Penalty 2642.938601 = -377062.004543
  nChanged 4
		SP:Iteration 54Q (153149.630000 sec): 3 clusters
  Score: Raw -379706.782660 + Penalty 2642.938601 = -377063.844059
  nChanged 6
		SP:Iteration 55Q (153149.690000 sec): 3 clusters
  Score: Raw -379709.378815 + Penalty 2642.938601 = -377066.440213
  nChanged 2
		SP:Iteration 56Q (153149.750000 sec): 3 clusters
  Score: Raw -379709.797228 + Penalty 2642.938601 = -377066.858627
  nChanged 0
		SP:Iteration 57F (153149.810000 sec): 3 clusters
  Score: Raw -379709.797228 + Penalty 2642.938601 = -377066.858627
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 57 (7988 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (153149.910000 sec): 2 clusters
  Score: Raw -942103.628625 + Penalty 1460.175550 = -940643.453075
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (153150.060000 sec): 3 clusters
  Score: Raw -937733.927467 + Penalty 2920.351101 = -934813.576366
  nChanged 3367
		SP:Iteration 1F (153150.180000 sec): 3 clusters
  Score: Raw -939588.181493 + Penalty 2920.351101 = -936667.830392
  nChanged 615
		SP:Iteration 2F (153150.290000 sec): 3 clusters
  Score: Raw -939914.949464 + Penalty 2920.351101 = -936994.598363
  nChanged 455
		SP:Iteration 3F (153150.420000 sec): 3 clusters
  Score: Raw -940184.899842 + Penalty 2920.351101 = -937264.548741
  nChanged 454
		SP:Iteration 4F (153150.540000 sec): 3 clusters
  Score: Raw -940501.178523 + Penalty 2920.351101 = -937580.827423
  nChanged 434
		SP:Iteration 5F (153150.670000 sec): 3 clusters
  Score: Raw -940825.728930 + Penalty 2920.351101 = -937905.377829
  nChanged 455
		SP:Iteration 6F (153150.800000 sec): 3 clusters
  Score: Raw -941209.937073 + Penalty 2920.351101 = -938289.585972
  nChanged 454
		SP:Iteration 7F (153150.930000 sec): 3 clusters
  Score: Raw -941565.234238 + Penalty 2920.351101 = -938644.883137
  nChanged 397
		SP:Iteration 8Q (153151.050000 sec): 3 clusters
  Score: Raw -941906.156727 + Penalty 2920.351101 = -938985.805626
  nChanged 360
		SP:Iteration 9Q (153151.180000 sec): 3 clusters
  Score: Raw -942182.151483 + Penalty 2920.351101 = -939261.800383
  nChanged 298
		SP:Iteration 10Q (153151.300000 sec): 3 clusters
  Score: Raw -942424.604552 + Penalty 2920.351101 = -939504.253451
  nChanged 276
		SP:Iteration 11Q (153151.430000 sec): 3 clusters
  Score: Raw -942658.174660 + Penalty 2920.351101 = -939737.823559
  nChanged 237
		SP:Iteration 12Q (153151.550000 sec): 3 clusters
  Score: Raw -942817.511203 + Penalty 2920.351101 = -939897.160102
  nChanged 166
		SP:Iteration 13Q (153151.670000 sec): 3 clusters
  Score: Raw -942923.312953 + Penalty 2920.351101 = -940002.961853
  nChanged 148
		SP:Iteration 14Q (153151.800000 sec): 3 clusters
  Score: Raw -943010.335247 + Penalty 2920.351101 = -940089.984146
  nChanged 111
		SP:Iteration 15Q (153151.920000 sec): 3 clusters
  Score: Raw -943062.881932 + Penalty 2920.351101 = -940142.530831
  nChanged 90
		SP:Iteration 16Q (153152.050000 sec): 3 clusters
  Score: Raw -943095.056289 + Penalty 2920.351101 = -940174.705188
  nChanged 69
		SP:Iteration 17Q (153152.170000 sec): 3 clusters
  Score: Raw -943117.210892 + Penalty 2920.351101 = -940196.859791
  nChanged 55
		SP:Iteration 18Q (153152.290000 sec): 3 clusters
  Score: Raw -943134.375701 + Penalty 2920.351101 = -940214.024600
  nChanged 33
		SP:Iteration 19Q (153152.410000 sec): 3 clusters
  Score: Raw -943143.552930 + Penalty 2920.351101 = -940223.201829
  nChanged 27
		SP:Iteration 20F (153152.540000 sec): 3 clusters
  Score: Raw -943149.647812 + Penalty 2920.351101 = -940229.296712
  nChanged 30
		SP:Iteration 21Q (153152.670000 sec): 3 clusters
  Score: Raw -943156.684950 + Penalty 2920.351101 = -940236.333849
  nChanged 24
		SP:Iteration 22Q (153152.790000 sec): 3 clusters
  Score: Raw -943160.988117 + Penalty 2920.351101 = -940240.637016
  nChanged 16
		SP:Iteration 23Q (153152.910000 sec): 3 clusters
  Score: Raw -943163.683603 + Penalty 2920.351101 = -940243.332502
  nChanged 9
		SP:Iteration 24Q (153153.040000 sec): 3 clusters
  Score: Raw -943164.901570 + Penalty 2920.351101 = -940244.550470
  nChanged 4
		SP:Iteration 25Q (153153.160000 sec): 3 clusters
  Score: Raw -943165.336436 + Penalty 2920.351101 = -940244.985335
  nChanged 2
		SP:Iteration 26Q (153153.280000 sec): 3 clusters
  Score: Raw -943165.650317 + Penalty 2920.351101 = -940245.299216
  nChanged 1
		SP:Iteration 27Q (153153.400000 sec): 3 clusters
  Score: Raw -943165.760167 + Penalty 2920.351101 = -940245.409066
  nChanged 2
		SP:Iteration 28Q (153153.530000 sec): 3 clusters
  Score: Raw -943166.012362 + Penalty 2920.351101 = -940245.661262
  nChanged 2
		SP:Iteration 29Q (153153.650000 sec): 3 clusters
  Score: Raw -943166.196485 + Penalty 2920.351101 = -940245.845384
  nChanged 2
		SP:Iteration 30Q (153153.770000 sec): 3 clusters
  Score: Raw -943166.495391 + Penalty 2920.351101 = -940246.144290
  nChanged 2
		SP:Iteration 31Q (153153.900000 sec): 3 clusters
  Score: Raw -943166.700510 + Penalty 2920.351101 = -940246.349409
  nChanged 1
		SP:Iteration 32Q (153154.020000 sec): 3 clusters
  Score: Raw -943166.761673 + Penalty 2920.351101 = -940246.410572
  nChanged 0
		SP:Iteration 33F (153154.150000 sec): 3 clusters
  Score: Raw -943166.761673 + Penalty 2920.351101 = -940246.410572
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 58 (4770 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (153154.230000 sec): 2 clusters
  Score: Raw -556463.650088 + Penalty 1376.391507 = -555087.258580
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (153154.340000 sec): 3 clusters
  Score: Raw -554027.292950 + Penalty 2752.783015 = -551274.509935
  nChanged 1942
		SP:Iteration 1F (153154.420000 sec): 3 clusters
  Score: Raw -555361.230254 + Penalty 2752.783015 = -552608.447239
  nChanged 401
		SP:Iteration 2F (153154.510000 sec): 3 clusters
  Score: Raw -555765.167206 + Penalty 2752.783015 = -553012.384192
  nChanged 343
		SP:Iteration 3F (153154.590000 sec): 3 clusters
  Score: Raw -556068.716643 + Penalty 2752.783015 = -553315.933628
  nChanged 297
		SP:Iteration 4F (153154.680000 sec): 3 clusters
  Score: Raw -556276.122711 + Penalty 2752.783015 = -553523.339697
  nChanged 233
		SP:Iteration 5Q (153154.760000 sec): 3 clusters
  Score: Raw -556450.836027 + Penalty 2752.783015 = -553698.053012
  nChanged 204
		SP:Iteration 6Q (153154.840000 sec): 3 clusters
  Score: Raw -556590.171070 + Penalty 2752.783015 = -553837.388055
  nChanged 204
		SP:Iteration 7Q (153154.930000 sec): 3 clusters
  Score: Raw -556727.330477 + Penalty 2752.783015 = -553974.547462
  nChanged 179
		SP:Iteration 8Q (153155.010000 sec): 3 clusters
  Score: Raw -556835.026509 + Penalty 2752.783015 = -554082.243494
  nChanged 157
		SP:Iteration 9Q (153155.090000 sec): 3 clusters
  Score: Raw -556931.608609 + Penalty 2752.783015 = -554178.825594
  nChanged 146
		SP:Iteration 10Q (153155.180000 sec): 3 clusters
  Score: Raw -557011.812549 + Penalty 2752.783015 = -554259.029535
  nChanged 131
		SP:Iteration 11Q (153155.260000 sec): 3 clusters
  Score: Raw -557102.944296 + Penalty 2752.783015 = -554350.161281
  nChanged 142
		SP:Iteration 12Q (153155.340000 sec): 3 clusters
  Score: Raw -557193.911459 + Penalty 2752.783015 = -554441.128444
  nChanged 116
		SP:Iteration 13Q (153155.430000 sec): 3 clusters
  Score: Raw -557265.840942 + Penalty 2752.783015 = -554513.057927
  nChanged 102
		SP:Iteration 14Q (153155.510000 sec): 3 clusters
  Score: Raw -557326.624525 + Penalty 2752.783015 = -554573.841511
  nChanged 74
		SP:Iteration 15Q (153155.590000 sec): 3 clusters
  Score: Raw -557369.333693 + Penalty 2752.783015 = -554616.550678
  nChanged 72
		SP:Iteration 16Q (153155.670000 sec): 3 clusters
  Score: Raw -557409.652803 + Penalty 2752.783015 = -554656.869788
  nChanged 66
		SP:Iteration 17Q (153155.750000 sec): 3 clusters
  Score: Raw -557444.636857 + Penalty 2752.783015 = -554691.853842
  nChanged 51
		SP:Iteration 18Q (153155.840000 sec): 3 clusters
  Score: Raw -557474.357575 + Penalty 2752.783015 = -554721.574561
  nChanged 45
		SP:Iteration 19Q (153155.920000 sec): 3 clusters
  Score: Raw -557500.930512 + Penalty 2752.783015 = -554748.147497
  nChanged 46
		SP:Iteration 20F (153156.000000 sec): 3 clusters
  Score: Raw -557527.588377 + Penalty 2752.783015 = -554774.805363
  nChanged 41
		SP:Iteration 21Q (153156.090000 sec): 3 clusters
  Score: Raw -557549.063300 + Penalty 2752.783015 = -554796.280285
  nChanged 36
		SP:Iteration 22Q (153156.170000 sec): 3 clusters
  Score: Raw -557563.887917 + Penalty 2752.783015 = -554811.104902
  nChanged 17
		SP:Iteration 23Q (153156.250000 sec): 3 clusters
  Score: Raw -557572.985988 + Penalty 2752.783015 = -554820.202973
  nChanged 22
		SP:Iteration 24Q (153156.330000 sec): 3 clusters
  Score: Raw -557581.742635 + Penalty 2752.783015 = -554828.959620
  nChanged 19
		SP:Iteration 25Q (153156.410000 sec): 3 clusters
  Score: Raw -557588.350040 + Penalty 2752.783015 = -554835.567025
  nChanged 20
		SP:Iteration 26Q (153156.490000 sec): 3 clusters
  Score: Raw -557596.125986 + Penalty 2752.783015 = -554843.342971
  nChanged 17
		SP:Iteration 27Q (153156.570000 sec): 3 clusters
  Score: Raw -557602.288133 + Penalty 2752.783015 = -554849.505118
  nChanged 7
		SP:Iteration 28Q (153156.650000 sec): 3 clusters
  Score: Raw -557604.653944 + Penalty 2752.783015 = -554851.870930
  nChanged 5
		SP:Iteration 29Q (153156.730000 sec): 3 clusters
  Score: Raw -557605.420317 + Penalty 2752.783015 = -554852.637302
  nChanged 0
		SP:Iteration 30F (153156.820000 sec): 3 clusters
  Score: Raw -557605.420317 + Penalty 2752.783015 = -554852.637302
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 59 (6475 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (153156.900000 sec): 2 clusters
  Score: Raw -694512.138077 + Penalty 1426.051882 = -693086.086195
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (153157.030000 sec): 3 clusters
  Score: Raw -691055.112016 + Penalty 2852.103763 = -688203.008253
  nChanged 2709
		SP:Iteration 1F (153157.130000 sec): 3 clusters
  Score: Raw -692872.414288 + Penalty 2852.103763 = -690020.310525
  nChanged 591
		SP:Iteration 2F (153157.230000 sec): 3 clusters
  Score: Raw -693372.526519 + Penalty 2852.103763 = -690520.422756
  nChanged 469
		SP:Iteration 3F (153157.330000 sec): 3 clusters
  Score: Raw -693733.015697 + Penalty 2852.103763 = -690880.911934
  nChanged 383
		SP:Iteration 4F (153157.440000 sec): 3 clusters
  Score: Raw -693995.557368 + Penalty 2852.103763 = -691143.453605
  nChanged 321
		SP:Iteration 5Q (153157.550000 sec): 3 clusters
  Score: Raw -694168.321374 + Penalty 2852.103763 = -691316.217611
  nChanged 244
		SP:Iteration 6Q (153157.650000 sec): 3 clusters
  Score: Raw -694286.117837 + Penalty 2852.103763 = -691434.014074
  nChanged 181
		SP:Iteration 7Q (153157.750000 sec): 3 clusters
  Score: Raw -694370.980499 + Penalty 2852.103763 = -691518.876736
  nChanged 157
		SP:Iteration 8Q (153157.850000 sec): 3 clusters
  Score: Raw -694427.515541 + Penalty 2852.103763 = -691575.411778
  nChanged 114
		SP:Iteration 9Q (153157.950000 sec): 3 clusters
  Score: Raw -694465.284767 + Penalty 2852.103763 = -691613.181004
  nChanged 78
		SP:Iteration 10Q (153158.050000 sec): 3 clusters
  Score: Raw -694492.613146 + Penalty 2852.103763 = -691640.509383
  nChanged 91
		SP:Iteration 11Q (153158.210000 sec): 3 clusters
  Score: Raw -694525.025537 + Penalty 2852.103763 = -691672.921774
  nChanged 88
		SP:Iteration 12Q (153158.310000 sec): 3 clusters
  Score: Raw -694554.985701 + Penalty 2852.103763 = -691702.881938
  nChanged 67
		SP:Iteration 13Q (153158.410000 sec): 3 clusters
  Score: Raw -694574.587048 + Penalty 2852.103763 = -691722.483285
  nChanged 64
		SP:Iteration 14Q (153158.510000 sec): 3 clusters
  Score: Raw -694591.927614 + Penalty 2852.103763 = -691739.823851
  nChanged 65
		SP:Iteration 15Q (153158.610000 sec): 3 clusters
  Score: Raw -694610.918695 + Penalty 2852.103763 = -691758.814932
  nChanged 59
		SP:Iteration 16Q (153158.710000 sec): 3 clusters
  Score: Raw -694628.973690 + Penalty 2852.103763 = -691776.869926
  nChanged 62
		SP:Iteration 17Q (153158.810000 sec): 3 clusters
  Score: Raw -694646.821010 + Penalty 2852.103763 = -691794.717247
  nChanged 53
		SP:Iteration 18Q (153158.920000 sec): 3 clusters
  Score: Raw -694661.202511 + Penalty 2852.103763 = -691809.098748
  nChanged 46
		SP:Iteration 19Q (153159.020000 sec): 3 clusters
  Score: Raw -694677.572261 + Penalty 2852.103763 = -691825.468498
  nChanged 42
		SP:Iteration 20F (153159.120000 sec): 3 clusters
  Score: Raw -694687.925075 + Penalty 2852.103763 = -691835.821312
  nChanged 37
		SP:Iteration 21Q (153159.220000 sec): 3 clusters
  Score: Raw -694697.275387 + Penalty 2852.103763 = -691845.171623
  nChanged 37
		SP:Iteration 22Q (153159.320000 sec): 3 clusters
  Score: Raw -694705.924784 + Penalty 2852.103763 = -691853.821021
  nChanged 40
		SP:Iteration 23Q (153159.420000 sec): 3 clusters
  Score: Raw -694717.055609 + Penalty 2852.103763 = -691864.951846
  nChanged 47
		SP:Iteration 24Q (153159.520000 sec): 3 clusters
  Score: Raw -694730.664925 + Penalty 2852.103763 = -691878.561162
  nChanged 49
		SP:Iteration 25Q (153159.620000 sec): 3 clusters
  Score: Raw -694742.724555 + Penalty 2852.103763 = -691890.620791
  nChanged 41
		SP:Iteration 26Q (153159.720000 sec): 3 clusters
  Score: Raw -694754.863044 + Penalty 2852.103763 = -691902.759281
  nChanged 36
		SP:Iteration 27Q (153159.820000 sec): 3 clusters
  Score: Raw -694762.975559 + Penalty 2852.103763 = -691910.871796
  nChanged 27
		SP:Iteration 28Q (153159.920000 sec): 3 clusters
  Score: Raw -694767.584010 + Penalty 2852.103763 = -691915.480247
  nChanged 23
		SP:Iteration 29Q (153160.020000 sec): 3 clusters
  Score: Raw -694772.261237 + Penalty 2852.103763 = -691920.157474
  nChanged 24
		SP:Iteration 30Q (153160.120000 sec): 3 clusters
  Score: Raw -694778.350809 + Penalty 2852.103763 = -691926.247046
  nChanged 22
		SP:Iteration 31Q (153160.220000 sec): 3 clusters
  Score: Raw -694784.681191 + Penalty 2852.103763 = -691932.577428
  nChanged 29
		SP:Iteration 32Q (153160.320000 sec): 3 clusters
  Score: Raw -694791.254363 + Penalty 2852.103763 = -691939.150599
  nChanged 24
		SP:Iteration 33Q (153160.420000 sec): 3 clusters
  Score: Raw -694796.434042 + Penalty 2852.103763 = -691944.330279
  nChanged 15
		SP:Iteration 34Q (153160.520000 sec): 3 clusters
  Score: Raw -694799.698475 + Penalty 2852.103763 = -691947.594712
  nChanged 16
		SP:Iteration 35Q (153160.620000 sec): 3 clusters
  Score: Raw -694803.156166 + Penalty 2852.103763 = -691951.052403
  nChanged 15
		SP:Iteration 36Q (153160.720000 sec): 3 clusters
  Score: Raw -694806.587366 + Penalty 2852.103763 = -691954.483602
  nChanged 17
		SP:Iteration 37Q (153160.820000 sec): 3 clusters
  Score: Raw -694809.731696 + Penalty 2852.103763 = -691957.627933
  nChanged 15
		SP:Iteration 38Q (153160.920000 sec): 3 clusters
  Score: Raw -694812.539895 + Penalty 2852.103763 = -691960.436132
  nChanged 16
		SP:Iteration 39Q (153161.020000 sec): 3 clusters
  Score: Raw -694815.310003 + Penalty 2852.103763 = -691963.206240
  nChanged 12
		SP:Iteration 40F (153161.120000 sec): 3 clusters
  Score: Raw -694817.245369 + Penalty 2852.103763 = -691965.141605
  nChanged 7
		SP:Iteration 41Q (153161.220000 sec): 3 clusters
  Score: Raw -694818.000232 + Penalty 2852.103763 = -691965.896469
  nChanged 6
		SP:Iteration 42Q (153161.320000 sec): 3 clusters
  Score: Raw -694819.008847 + Penalty 2852.103763 = -691966.905083
  nChanged 5
		SP:Iteration 43Q (153161.410000 sec): 3 clusters
  Score: Raw -694819.863816 + Penalty 2852.103763 = -691967.760053
  nChanged 6
		SP:Iteration 44Q (153161.510000 sec): 3 clusters
  Score: Raw -694821.285187 + Penalty 2852.103763 = -691969.181424
  nChanged 6
		SP:Iteration 45Q (153161.610000 sec): 3 clusters
  Score: Raw -694822.522901 + Penalty 2852.103763 = -691970.419138
  nChanged 7
		SP:Iteration 46Q (153161.710000 sec): 3 clusters
  Score: Raw -694823.596608 + Penalty 2852.103763 = -691971.492844
  nChanged 5
		SP:Iteration 47Q (153161.810000 sec): 3 clusters
  Score: Raw -694824.216095 + Penalty 2852.103763 = -691972.112331
  nChanged 4
		SP:Iteration 48Q (153161.910000 sec): 3 clusters
  Score: Raw -694825.110149 + Penalty 2852.103763 = -691973.006386
  nChanged 9
		SP:Iteration 49Q (153162.010000 sec): 3 clusters
  Score: Raw -694826.915513 + Penalty 2852.103763 = -691974.811749
  nChanged 4
		SP:Iteration 50Q (153162.110000 sec): 3 clusters
  Score: Raw -694827.826487 + Penalty 2852.103763 = -691975.722724
  nChanged 4
		SP:Iteration 51Q (153162.210000 sec): 3 clusters
  Score: Raw -694828.452367 + Penalty 2852.103763 = -691976.348604
  nChanged 4
		SP:Iteration 52Q (153162.310000 sec): 3 clusters
  Score: Raw -694828.982123 + Penalty 2852.103763 = -691976.878360
  nChanged 2
		SP:Iteration 53Q (153162.410000 sec): 3 clusters
  Score: Raw -694829.210872 + Penalty 2852.103763 = -691977.107109
  nChanged 6
		SP:Iteration 54Q (153162.500000 sec): 3 clusters
  Score: Raw -694830.395658 + Penalty 2852.103763 = -691978.291895
  nChanged 5
		SP:Iteration 55Q (153162.600000 sec): 3 clusters
  Score: Raw -694831.223366 + Penalty 2852.103763 = -691979.119603
  nChanged 5
		SP:Iteration 56Q (153162.700000 sec): 3 clusters
  Score: Raw -694831.659640 + Penalty 2852.103763 = -691979.555877
  nChanged 5
		SP:Iteration 57Q (153162.800000 sec): 3 clusters
  Score: Raw -694832.717382 + Penalty 2852.103763 = -691980.613619
  nChanged 4
		SP:Iteration 58Q (153162.900000 sec): 3 clusters
  Score: Raw -694833.192258 + Penalty 2852.103763 = -691981.088495
  nChanged 5
		SP:Iteration 59Q (153163.000000 sec): 3 clusters
  Score: Raw -694833.999905 + Penalty 2852.103763 = -691981.896142
  nChanged 1
		SP:Iteration 60F (153163.100000 sec): 3 clusters
  Score: Raw -694834.360533 + Penalty 2852.103763 = -691982.256770
  nChanged 3
		SP:Iteration 61Q (153163.200000 sec): 3 clusters
  Score: Raw -694834.876082 + Penalty 2852.103763 = -691982.772319
  nChanged 3
		SP:Iteration 62Q (153163.300000 sec): 3 clusters
  Score: Raw -694835.185943 + Penalty 2852.103763 = -691983.082180
  nChanged 1
		SP:Iteration 63Q (153163.400000 sec): 3 clusters
  Score: Raw -694835.296285 + Penalty 2852.103763 = -691983.192522
  nChanged 1
		SP:Iteration 64Q (153163.490000 sec): 3 clusters
  Score: Raw -694835.412556 + Penalty 2852.103763 = -691983.308793
  nChanged 2
		SP:Iteration 65Q (153163.590000 sec): 3 clusters
  Score: Raw -694835.616661 + Penalty 2852.103763 = -691983.512898
  nChanged 5
		SP:Iteration 66Q (153163.690000 sec): 3 clusters
  Score: Raw -694836.452622 + Penalty 2852.103763 = -691984.348859
  nChanged 1
		SP:Iteration 67Q (153163.790000 sec): 3 clusters
  Score: Raw -694836.830400 + Penalty 2852.103763 = -691984.726637
  nChanged 3
		SP:Iteration 68Q (153163.890000 sec): 3 clusters
  Score: Raw -694837.545296 + Penalty 2852.103763 = -691985.441533
  nChanged 3
		SP:Iteration 69Q (153163.990000 sec): 3 clusters
  Score: Raw -694838.067747 + Penalty 2852.103763 = -691985.963984
  nChanged 4
		SP:Iteration 70Q (153164.090000 sec): 3 clusters
  Score: Raw -694838.657241 + Penalty 2852.103763 = -691986.553478
  nChanged 4
		SP:Iteration 71Q (153164.190000 sec): 3 clusters
  Score: Raw -694839.662866 + Penalty 2852.103763 = -691987.559103
  nChanged 2
		SP:Iteration 72Q (153164.290000 sec): 3 clusters
  Score: Raw -694839.843190 + Penalty 2852.103763 = -691987.739427
  nChanged 0
		SP:Iteration 73F (153164.400000 sec): 3 clusters
  Score: Raw -694839.843190 + Penalty 2852.103763 = -691987.739427
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 60 (2801 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (153164.460000 sec): 2 clusters
  Score: Raw -299160.613686 + Penalty 1289.881413 = -297870.732273
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (153164.520000 sec): 3 clusters
  Score: Raw -297964.660393 + Penalty 2579.762827 = -295384.897566
  nChanged 1073
		SP:Iteration 1F (153164.570000 sec): 3 clusters
  Score: Raw -298826.743698 + Penalty 2579.762827 = -296246.980871
  nChanged 229
		SP:Iteration 2F (153164.620000 sec): 3 clusters
  Score: Raw -299026.187200 + Penalty 2579.762827 = -296446.424373
  nChanged 146
		SP:Iteration 3F (153164.670000 sec): 3 clusters
  Score: Raw -299133.808203 + Penalty 2579.762827 = -296554.045376
  nChanged 117
		SP:Iteration 4Q (153164.730000 sec): 3 clusters
  Score: Raw -299240.488097 + Penalty 2579.762827 = -296660.725270
  nChanged 115
		SP:Iteration 5Q (153164.770000 sec): 3 clusters
  Score: Raw -299342.720603 + Penalty 2579.762827 = -296762.957776
  nChanged 121
		SP:Iteration 6Q (153164.830000 sec): 3 clusters
  Score: Raw -299439.634627 + Penalty 2579.762827 = -296859.871800
  nChanged 117
		SP:Iteration 7Q (153164.870000 sec): 3 clusters
  Score: Raw -299538.889929 + Penalty 2579.762827 = -296959.127103
  nChanged 103
		SP:Iteration 8Q (153164.930000 sec): 3 clusters
  Score: Raw -299616.988489 + Penalty 2579.762827 = -297037.225662
  nChanged 82
		SP:Iteration 9Q (153164.970000 sec): 3 clusters
  Score: Raw -299684.000286 + Penalty 2579.762827 = -297104.237459
  nChanged 78
		SP:Iteration 10Q (153165.030000 sec): 3 clusters
  Score: Raw -299734.857908 + Penalty 2579.762827 = -297155.095081
  nChanged 53
		SP:Iteration 11Q (153165.080000 sec): 3 clusters
  Score: Raw -299763.660004 + Penalty 2579.762827 = -297183.897177
  nChanged 48
		SP:Iteration 12Q (153165.130000 sec): 3 clusters
  Score: Raw -299787.271343 + Penalty 2579.762827 = -297207.508516
  nChanged 28
		SP:Iteration 13Q (153165.170000 sec): 3 clusters
  Score: Raw -299797.999084 + Penalty 2579.762827 = -297218.236257
  nChanged 15
		SP:Iteration 14Q (153165.230000 sec): 3 clusters
  Score: Raw -299803.767893 + Penalty 2579.762827 = -297224.005066
  nChanged 6
		SP:Iteration 15Q (153165.270000 sec): 3 clusters
  Score: Raw -299804.916854 + Penalty 2579.762827 = -297225.154027
  nChanged 2
		SP:Iteration 16Q (153165.330000 sec): 3 clusters
  Score: Raw -299805.223279 + Penalty 2579.762827 = -297225.460452
  nChanged 0
		SP:Iteration 17F (153165.380000 sec): 3 clusters
  Score: Raw -299805.223279 + Penalty 2579.762827 = -297225.460452
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 61 (847 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (153165.430000 sec): 2 clusters
  Score: Raw -95786.172678 + Penalty 1095.526363 = -94690.646315
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (153165.450000 sec): 3 clusters
  Score: Raw -95574.409780 + Penalty 2191.052726 = -93383.357054
  nChanged 232
		SP:Iteration 1F (153165.460000 sec): 3 clusters
  Score: Raw -95808.515534 + Penalty 2191.052726 = -93617.462809
  nChanged 45
		SP:Iteration 2F (153165.480000 sec): 3 clusters
  Score: Raw -95858.001526 + Penalty 2191.052726 = -93666.948800
  nChanged 28
		SP:Iteration 3Q (153165.490000 sec): 3 clusters
  Score: Raw -95887.892282 + Penalty 2191.052726 = -93696.839556
  nChanged 17
		SP:Iteration 4Q (153165.510000 sec): 3 clusters
  Score: Raw -95913.127907 + Penalty 2191.052726 = -93722.075181
  nChanged 20
		SP:Iteration 5Q (153165.530000 sec): 3 clusters
  Score: Raw -95944.942365 + Penalty 2191.052726 = -93753.889639
  nChanged 18
		SP:Iteration 6Q (153165.550000 sec): 3 clusters
  Score: Raw -95968.069104 + Penalty 2191.052726 = -93777.016378
  nChanged 15
		SP:Iteration 7Q (153165.560000 sec): 3 clusters
  Score: Raw -95982.517515 + Penalty 2191.052726 = -93791.464789
  nChanged 13
		SP:Iteration 8Q (153165.580000 sec): 3 clusters
  Score: Raw -95995.095907 + Penalty 2191.052726 = -93804.043181
  nChanged 5
		SP:Iteration 9Q (153165.590000 sec): 3 clusters
  Score: Raw -96000.376825 + Penalty 2191.052726 = -93809.324099
  nChanged 4
		SP:Iteration 10Q (153165.610000 sec): 3 clusters
  Score: Raw -96006.881713 + Penalty 2191.052726 = -93815.828987
  nChanged 4
		SP:Iteration 11Q (153165.630000 sec): 3 clusters
  Score: Raw -96009.625117 + Penalty 2191.052726 = -93818.572391
  nChanged 6
		SP:Iteration 12Q (153165.640000 sec): 3 clusters
  Score: Raw -96017.113147 + Penalty 2191.052726 = -93826.060421
  nChanged 9
		SP:Iteration 13Q (153165.660000 sec): 3 clusters
  Score: Raw -96027.264065 + Penalty 2191.052726 = -93836.211339
  nChanged 10
		SP:Iteration 14Q (153165.670000 sec): 3 clusters
  Score: Raw -96036.507420 + Penalty 2191.052726 = -93845.454694
  nChanged 9
		SP:Iteration 15Q (153165.690000 sec): 3 clusters
  Score: Raw -96047.234722 + Penalty 2191.052726 = -93856.181997
  nChanged 11
		SP:Iteration 16Q (153165.710000 sec): 3 clusters
  Score: Raw -96056.467347 + Penalty 2191.052726 = -93865.414621
  nChanged 6
		SP:Iteration 17Q (153165.730000 sec): 3 clusters
  Score: Raw -96062.607474 + Penalty 2191.052726 = -93871.554749
  nChanged 5
		SP:Iteration 18Q (153165.740000 sec): 3 clusters
  Score: Raw -96068.205892 + Penalty 2191.052726 = -93877.153166
  nChanged 5
		SP:Iteration 19Q (153165.760000 sec): 3 clusters
  Score: Raw -96073.018249 + Penalty 2191.052726 = -93881.965523
  nChanged 10
		SP:Iteration 20F (153165.770000 sec): 3 clusters
  Score: Raw -96081.613291 + Penalty 2191.052726 = -93890.560565
  nChanged 3
		SP:Iteration 21Q (153165.790000 sec): 3 clusters
  Score: Raw -96084.376814 + Penalty 2191.052726 = -93893.324088
  nChanged 4
		SP:Iteration 22Q (153165.810000 sec): 3 clusters
  Score: Raw -96086.846885 + Penalty 2191.052726 = -93895.794159
  nChanged 1
		SP:Iteration 23Q (153165.820000 sec): 3 clusters
  Score: Raw -96087.868053 + Penalty 2191.052726 = -93896.815327
  nChanged 1
		SP:Iteration 24Q (153165.840000 sec): 3 clusters
  Score: Raw -96088.827187 + Penalty 2191.052726 = -93897.774462
  nChanged 2
		SP:Iteration 25Q (153165.850000 sec): 3 clusters
  Score: Raw -96090.599974 + Penalty 2191.052726 = -93899.547248
  nChanged 4
		SP:Iteration 26Q (153165.870000 sec): 3 clusters
  Score: Raw -96094.173368 + Penalty 2191.052726 = -93903.120642
  nChanged 5
		SP:Iteration 27Q (153165.890000 sec): 3 clusters
  Score: Raw -96101.221445 + Penalty 2191.052726 = -93910.168719
  nChanged 4
		SP:Iteration 28Q (153165.910000 sec): 3 clusters
  Score: Raw -96106.904329 + Penalty 2191.052726 = -93915.851603
  nChanged 5
		SP:Iteration 29Q (153165.920000 sec): 3 clusters
  Score: Raw -96111.181037 + Penalty 2191.052726 = -93920.128311
  nChanged 3
		SP:Iteration 30Q (153165.940000 sec): 3 clusters
  Score: Raw -96117.907723 + Penalty 2191.052726 = -93926.854998
  nChanged 1
		SP:Iteration 31Q (153165.950000 sec): 3 clusters
  Score: Raw -96118.669225 + Penalty 2191.052726 = -93927.616499
  nChanged 1
		SP:Iteration 32Q (153165.970000 sec): 3 clusters
  Score: Raw -96119.687534 + Penalty 2191.052726 = -93928.634809
  nChanged 0
		SP:Iteration 33F (153165.990000 sec): 3 clusters
  Score: Raw -96119.687534 + Penalty 2191.052726 = -93928.634809
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 62 (6014 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (153166.070000 sec): 2 clusters
  Score: Raw -686352.368139 + Penalty 1414.049872 = -684938.318267
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (153166.180000 sec): 3 clusters
  Score: Raw -683207.720267 + Penalty 2828.099743 = -680379.620524
  nChanged 2457
		SP:Iteration 1F (153166.280000 sec): 3 clusters
  Score: Raw -684553.685788 + Penalty 2828.099743 = -681725.586044
  nChanged 390
		SP:Iteration 2F (153166.380000 sec): 3 clusters
  Score: Raw -684744.144278 + Penalty 2828.099743 = -681916.044535
  nChanged 295
		SP:Iteration 3Q (153166.470000 sec): 3 clusters
  Score: Raw -684880.334515 + Penalty 2828.099743 = -682052.234772
  nChanged 225
		SP:Iteration 4Q (153166.570000 sec): 3 clusters
  Score: Raw -684971.897738 + Penalty 2828.099743 = -682143.797995
  nChanged 199
		SP:Iteration 5Q (153166.670000 sec): 3 clusters
  Score: Raw -685050.712057 + Penalty 2828.099743 = -682222.612314
  nChanged 193
		SP:Iteration 6Q (153166.770000 sec): 3 clusters
  Score: Raw -685129.813968 + Penalty 2828.099743 = -682301.714225
  nChanged 163
		SP:Iteration 7Q (153166.870000 sec): 3 clusters
  Score: Raw -685216.655203 + Penalty 2828.099743 = -682388.555460
  nChanged 192
		SP:Iteration 8Q (153166.970000 sec): 3 clusters
  Score: Raw -685340.322486 + Penalty 2828.099743 = -682512.222743
  nChanged 227
		SP:Iteration 9Q (153167.060000 sec): 3 clusters
  Score: Raw -685497.657755 + Penalty 2828.099743 = -682669.558012
  nChanged 235
		SP:Iteration 10Q (153167.160000 sec): 3 clusters
  Score: Raw -685653.319181 + Penalty 2828.099743 = -682825.219438
  nChanged 256
		SP:Iteration 11Q (153167.260000 sec): 3 clusters
  Score: Raw -685809.955816 + Penalty 2828.099743 = -682981.856073
  nChanged 234
		SP:Iteration 12Q (153167.360000 sec): 3 clusters
  Score: Raw -685938.719255 + Penalty 2828.099743 = -683110.619512
  nChanged 208
		SP:Iteration 13Q (153167.450000 sec): 3 clusters
  Score: Raw -686050.438465 + Penalty 2828.099743 = -683222.338722
  nChanged 166
		SP:Iteration 14Q (153167.550000 sec): 3 clusters
  Score: Raw -686133.187379 + Penalty 2828.099743 = -683305.087635
  nChanged 173
		SP:Iteration 15Q (153167.650000 sec): 3 clusters
  Score: Raw -686218.267821 + Penalty 2828.099743 = -683390.168078
  nChanged 162
		SP:Iteration 16Q (153167.750000 sec): 3 clusters
  Score: Raw -686300.136942 + Penalty 2828.099743 = -683472.037199
  nChanged 141
		SP:Iteration 17Q (153167.850000 sec): 3 clusters
  Score: Raw -686379.165928 + Penalty 2828.099743 = -683551.066185
  nChanged 132
		SP:Iteration 18Q (153167.950000 sec): 3 clusters
  Score: Raw -686457.246952 + Penalty 2828.099743 = -683629.147209
  nChanged 123
		SP:Iteration 19Q (153168.040000 sec): 3 clusters
  Score: Raw -686542.631989 + Penalty 2828.099743 = -683714.532246
  nChanged 115
		SP:Iteration 20F (153168.140000 sec): 3 clusters
  Score: Raw -686610.202160 + Penalty 2828.099743 = -683782.102417
  nChanged 89
		SP:Iteration 21Q (153168.240000 sec): 3 clusters
  Score: Raw -686681.230599 + Penalty 2828.099743 = -683853.130856
  nChanged 90
		SP:Iteration 22Q (153168.340000 sec): 3 clusters
  Score: Raw -686768.009363 + Penalty 2828.099743 = -683939.909620
  nChanged 89
		SP:Iteration 23Q (153168.430000 sec): 3 clusters
  Score: Raw -686826.903338 + Penalty 2828.099743 = -683998.803595
  nChanged 63
		SP:Iteration 24Q (153168.530000 sec): 3 clusters
  Score: Raw -686865.756016 + Penalty 2828.099743 = -684037.656273
  nChanged 62
		SP:Iteration 25Q (153168.630000 sec): 3 clusters
  Score: Raw -686905.178469 + Penalty 2828.099743 = -684077.078726
  nChanged 40
		SP:Iteration 26Q (153168.720000 sec): 3 clusters
  Score: Raw -686932.697178 + Penalty 2828.099743 = -684104.597435
  nChanged 34
		SP:Iteration 27Q (153168.820000 sec): 3 clusters
  Score: Raw -686947.614874 + Penalty 2828.099743 = -684119.515131
  nChanged 25
		SP:Iteration 28Q (153168.910000 sec): 3 clusters
  Score: Raw -686960.379934 + Penalty 2828.099743 = -684132.280191
  nChanged 23
		SP:Iteration 29Q (153169.010000 sec): 3 clusters
  Score: Raw -686971.503586 + Penalty 2828.099743 = -684143.403843
  nChanged 7
		SP:Iteration 30Q (153169.100000 sec): 3 clusters
  Score: Raw -686975.006647 + Penalty 2828.099743 = -684146.906904
  nChanged 6
		SP:Iteration 31Q (153169.190000 sec): 3 clusters
  Score: Raw -686976.156706 + Penalty 2828.099743 = -684148.056963
  nChanged 0
		SP:Iteration 32F (153169.290000 sec): 3 clusters
  Score: Raw -686976.156706 + Penalty 2828.099743 = -684148.056963
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 63 (4427 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (153169.360000 sec): 2 clusters
  Score: Raw -466971.705996 + Penalty 1364.265083 = -465607.440914
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (153169.450000 sec): 3 clusters
  Score: Raw -464764.115362 + Penalty 2728.530166 = -462035.585196
  nChanged 1795
		SP:Iteration 1F (153169.530000 sec): 3 clusters
  Score: Raw -465990.423718 + Penalty 2728.530166 = -463261.893552
  nChanged 437
		SP:Iteration 2F (153169.610000 sec): 3 clusters
  Score: Raw -466366.175500 + Penalty 2728.530166 = -463637.645334
  nChanged 298
		SP:Iteration 3F (153169.690000 sec): 3 clusters
  Score: Raw -466597.720513 + Penalty 2728.530166 = -463869.190347
  nChanged 233
		SP:Iteration 4F (153169.770000 sec): 3 clusters
  Score: Raw -466758.165076 + Penalty 2728.530166 = -464029.634910
  nChanged 198
		SP:Iteration 5Q (153169.850000 sec): 3 clusters
  Score: Raw -466916.648738 + Penalty 2728.530166 = -464188.118573
  nChanged 171
		SP:Iteration 6Q (153169.930000 sec): 3 clusters
  Score: Raw -467016.058599 + Penalty 2728.530166 = -464287.528433
  nChanged 149
		SP:Iteration 7Q (153170.010000 sec): 3 clusters
  Score: Raw -467092.750819 + Penalty 2728.530166 = -464364.220653
  nChanged 118
		SP:Iteration 8Q (153170.080000 sec): 3 clusters
  Score: Raw -467151.682230 + Penalty 2728.530166 = -464423.152065
  nChanged 108
		SP:Iteration 9Q (153170.160000 sec): 3 clusters
  Score: Raw -467201.744642 + Penalty 2728.530166 = -464473.214476
  nChanged 97
		SP:Iteration 10Q (153170.240000 sec): 3 clusters
  Score: Raw -467252.679327 + Penalty 2728.530166 = -464524.149161
  nChanged 81
		SP:Iteration 11Q (153170.320000 sec): 3 clusters
  Score: Raw -467284.494278 + Penalty 2728.530166 = -464555.964112
  nChanged 64
		SP:Iteration 12Q (153170.400000 sec): 3 clusters
  Score: Raw -467307.707390 + Penalty 2728.530166 = -464579.177225
  nChanged 55
		SP:Iteration 13Q (153170.480000 sec): 3 clusters
  Score: Raw -467334.081852 + Penalty 2728.530166 = -464605.551687
  nChanged 57
		SP:Iteration 14Q (153170.560000 sec): 3 clusters
  Score: Raw -467356.242179 + Penalty 2728.530166 = -464627.712013
  nChanged 44
		SP:Iteration 15Q (153170.640000 sec): 3 clusters
  Score: Raw -467371.285456 + Penalty 2728.530166 = -464642.755290
  nChanged 39
		SP:Iteration 16Q (153170.720000 sec): 3 clusters
  Score: Raw -467381.435809 + Penalty 2728.530166 = -464652.905644
  nChanged 32
		SP:Iteration 17Q (153170.790000 sec): 3 clusters
  Score: Raw -467391.335796 + Penalty 2728.530166 = -464662.805630
  nChanged 28
		SP:Iteration 18Q (153170.870000 sec): 3 clusters
  Score: Raw -467405.652651 + Penalty 2728.530166 = -464677.122486
  nChanged 30
		SP:Iteration 19Q (153170.950000 sec): 3 clusters
  Score: Raw -467420.104157 + Penalty 2728.530166 = -464691.573991
  nChanged 28
		SP:Iteration 20F (153171.030000 sec): 3 clusters
  Score: Raw -467428.052274 + Penalty 2728.530166 = -464699.522108
  nChanged 14
		SP:Iteration 21Q (153171.110000 sec): 3 clusters
  Score: Raw -467432.072550 + Penalty 2728.530166 = -464703.542385
  nChanged 11
		SP:Iteration 22Q (153171.190000 sec): 3 clusters
  Score: Raw -467435.772632 + Penalty 2728.530166 = -464707.242467
  nChanged 11
		SP:Iteration 23Q (153171.270000 sec): 3 clusters
  Score: Raw -467437.834841 + Penalty 2728.530166 = -464709.304675
  nChanged 5
		SP:Iteration 24Q (153171.350000 sec): 3 clusters
  Score: Raw -467439.050437 + Penalty 2728.530166 = -464710.520272
  nChanged 4
		SP:Iteration 25Q (153171.430000 sec): 3 clusters
  Score: Raw -467439.602995 + Penalty 2728.530166 = -464711.072829
  nChanged 2
		SP:Iteration 26Q (153171.510000 sec): 3 clusters
  Score: Raw -467440.013322 + Penalty 2728.530166 = -464711.483157
  nChanged 1
		SP:Iteration 27Q (153171.590000 sec): 3 clusters
  Score: Raw -467440.171502 + Penalty 2728.530166 = -464711.641336
  nChanged 0
		SP:Iteration 28F (153171.670000 sec): 3 clusters
  Score: Raw -467440.171502 + Penalty 2728.530166 = -464711.641336
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 64 (8390 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (153171.760000 sec): 2 clusters
  Score: Raw -982018.699471 + Penalty 1468.154317 = -980550.545153
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (153171.890000 sec): 3 clusters
  Score: Raw -977348.572001 + Penalty 2936.308635 = -974412.263366
  nChanged 3556
		SP:Iteration 1F (153172.010000 sec): 3 clusters
  Score: Raw -979376.873267 + Penalty 2936.308635 = -976440.564633
  nChanged 674
		SP:Iteration 2F (153172.130000 sec): 3 clusters
  Score: Raw -979846.597948 + Penalty 2936.308635 = -976910.289313
  nChanged 648
		SP:Iteration 3F (153172.270000 sec): 3 clusters
  Score: Raw -980306.531564 + Penalty 2936.308635 = -977370.222930
  nChanged 595
		SP:Iteration 4F (153172.390000 sec): 3 clusters
  Score: Raw -980719.855049 + Penalty 2936.308635 = -977783.546415
  nChanged 489
		SP:Iteration 5F (153172.530000 sec): 3 clusters
  Score: Raw -981033.178019 + Penalty 2936.308635 = -978096.869384
  nChanged 395
		SP:Iteration 6Q (153172.660000 sec): 3 clusters
  Score: Raw -981262.105006 + Penalty 2936.308635 = -978325.796372
  nChanged 332
		SP:Iteration 7Q (153172.790000 sec): 3 clusters
  Score: Raw -981433.435250 + Penalty 2936.308635 = -978497.126615
  nChanged 245
		SP:Iteration 8Q (153172.920000 sec): 3 clusters
  Score: Raw -981544.841269 + Penalty 2936.308635 = -978608.532634
  nChanged 204
		SP:Iteration 9Q (153173.050000 sec): 3 clusters
  Score: Raw -981642.540556 + Penalty 2936.308635 = -978706.231921
  nChanged 189
		SP:Iteration 10Q (153173.180000 sec): 3 clusters
  Score: Raw -981736.791047 + Penalty 2936.308635 = -978800.482412
  nChanged 188
		SP:Iteration 11Q (153173.310000 sec): 3 clusters
  Score: Raw -981826.316673 + Penalty 2936.308635 = -978890.008039
  nChanged 166
		SP:Iteration 12Q (153173.440000 sec): 3 clusters
  Score: Raw -981906.029497 + Penalty 2936.308635 = -978969.720862
  nChanged 151
		SP:Iteration 13Q (153173.570000 sec): 3 clusters
  Score: Raw -981988.119806 + Penalty 2936.308635 = -979051.811171
  nChanged 139
		SP:Iteration 14Q (153173.700000 sec): 3 clusters
  Score: Raw -982060.649337 + Penalty 2936.308635 = -979124.340702
  nChanged 153
		SP:Iteration 15Q (153173.820000 sec): 3 clusters
  Score: Raw -982148.540164 + Penalty 2936.308635 = -979212.231529
  nChanged 167
		SP:Iteration 16Q (153173.970000 sec): 3 clusters
  Score: Raw -982266.402232 + Penalty 2936.308635 = -979330.093597
  nChanged 173
		SP:Iteration 17Q (153174.110000 sec): 3 clusters
  Score: Raw -982388.455424 + Penalty 2936.308635 = -979452.146790
  nChanged 149
		SP:Iteration 18Q (153174.230000 sec): 3 clusters
  Score: Raw -982496.109966 + Penalty 2936.308635 = -979559.801331
  nChanged 150
		SP:Iteration 19Q (153174.350000 sec): 3 clusters
  Score: Raw -982619.470021 + Penalty 2936.308635 = -979683.161386
  nChanged 145
		SP:Iteration 20F (153174.480000 sec): 3 clusters
  Score: Raw -982741.167853 + Penalty 2936.308635 = -979804.859218
  nChanged 135
		SP:Iteration 21Q (153174.610000 sec): 3 clusters
  Score: Raw -982836.011043 + Penalty 2936.308635 = -979899.702408
  nChanged 94
		SP:Iteration 22Q (153174.730000 sec): 3 clusters
  Score: Raw -982887.733386 + Penalty 2936.308635 = -979951.424751
  nChanged 79
		SP:Iteration 23Q (153174.860000 sec): 3 clusters
  Score: Raw -982915.318445 + Penalty 2936.308635 = -979979.009810
  nChanged 60
		SP:Iteration 24Q (153174.990000 sec): 3 clusters
  Score: Raw -982934.134342 + Penalty 2936.308635 = -979997.825707
  nChanged 43
		SP:Iteration 25Q (153175.110000 sec): 3 clusters
  Score: Raw -982945.502088 + Penalty 2936.308635 = -980009.193453
  nChanged 32
		SP:Iteration 26Q (153175.240000 sec): 3 clusters
  Score: Raw -982953.676469 + Penalty 2936.308635 = -980017.367835
  nChanged 23
		SP:Iteration 27Q (153175.370000 sec): 3 clusters
  Score: Raw -982958.028796 + Penalty 2936.308635 = -980021.720161
  nChanged 20
		SP:Iteration 28Q (153175.490000 sec): 3 clusters
  Score: Raw -982961.665869 + Penalty 2936.308635 = -980025.357234
  nChanged 18
		SP:Iteration 29Q (153175.620000 sec): 3 clusters
  Score: Raw -982965.887222 + Penalty 2936.308635 = -980029.578587
  nChanged 21
		SP:Iteration 30Q (153175.750000 sec): 3 clusters
  Score: Raw -982970.307794 + Penalty 2936.308635 = -980033.999159
  nChanged 17
		SP:Iteration 31Q (153175.870000 sec): 3 clusters
  Score: Raw -982974.818314 + Penalty 2936.308635 = -980038.509679
  nChanged 18
		SP:Iteration 32Q (153176.000000 sec): 3 clusters
  Score: Raw -982977.948641 + Penalty 2936.308635 = -980041.640006
  nChanged 15
		SP:Iteration 33Q (153176.130000 sec): 3 clusters
  Score: Raw -982980.139650 + Penalty 2936.308635 = -980043.831015
  nChanged 13
		SP:Iteration 34Q (153176.250000 sec): 3 clusters
  Score: Raw -982982.759207 + Penalty 2936.308635 = -980046.450572
  nChanged 19
		SP:Iteration 35Q (153176.380000 sec): 3 clusters
  Score: Raw -982987.338278 + Penalty 2936.308635 = -980051.029643
  nChanged 21
		SP:Iteration 36Q (153176.510000 sec): 3 clusters
  Score: Raw -982991.317203 + Penalty 2936.308635 = -980055.008568
  nChanged 18
		SP:Iteration 37Q (153176.630000 sec): 3 clusters
  Score: Raw -982995.336276 + Penalty 2936.308635 = -980059.027641
  nChanged 17
		SP:Iteration 38Q (153176.740000 sec): 3 clusters
  Score: Raw -982998.345990 + Penalty 2936.308635 = -980062.037355
  nChanged 13
		SP:Iteration 39Q (153176.860000 sec): 3 clusters
  Score: Raw -983001.099109 + Penalty 2936.308635 = -980064.790475
  nChanged 22
		SP:Iteration 40F (153176.990000 sec): 3 clusters
  Score: Raw -983006.344653 + Penalty 2936.308635 = -980070.036018
  nChanged 20
		SP:Iteration 41Q (153177.100000 sec): 3 clusters
  Score: Raw -983011.929619 + Penalty 2936.308635 = -980075.620984
  nChanged 23
		SP:Iteration 42Q (153177.210000 sec): 3 clusters
  Score: Raw -983019.419482 + Penalty 2936.308635 = -980083.110848
  nChanged 38
		SP:Iteration 43Q (153177.330000 sec): 3 clusters
  Score: Raw -983029.717998 + Penalty 2936.308635 = -980093.409363
  nChanged 35
		SP:Iteration 44Q (153177.460000 sec): 3 clusters
  Score: Raw -983040.525441 + Penalty 2936.308635 = -980104.216807
  nChanged 40
		SP:Iteration 45Q (153177.590000 sec): 3 clusters
  Score: Raw -983055.186909 + Penalty 2936.308635 = -980118.878274
  nChanged 37
		SP:Iteration 46Q (153177.710000 sec): 3 clusters
  Score: Raw -983066.915016 + Penalty 2936.308635 = -980130.606382
  nChanged 40
		SP:Iteration 47Q (153177.840000 sec): 3 clusters
  Score: Raw -983080.255191 + Penalty 2936.308635 = -980143.946556
  nChanged 44
		SP:Iteration 48Q (153177.970000 sec): 3 clusters
  Score: Raw -983096.803907 + Penalty 2936.308635 = -980160.495272
  nChanged 49
		SP:Iteration 49Q (153178.100000 sec): 3 clusters
  Score: Raw -983119.740884 + Penalty 2936.308635 = -980183.432249
  nChanged 48
		SP:Iteration 50Q (153178.230000 sec): 3 clusters
  Score: Raw -983138.186363 + Penalty 2936.308635 = -980201.877728
  nChanged 45
		SP:Iteration 51Q (153178.350000 sec): 3 clusters
  Score: Raw -983160.597961 + Penalty 2936.308635 = -980224.289327
  nChanged 47
		SP:Iteration 52Q (153178.480000 sec): 3 clusters
  Score: Raw -983186.500110 + Penalty 2936.308635 = -980250.191475
  nChanged 51
		SP:Iteration 53Q (153178.610000 sec): 3 clusters
  Score: Raw -983215.480766 + Penalty 2936.308635 = -980279.172132
  nChanged 51
		SP:Iteration 54Q (153178.730000 sec): 3 clusters
  Score: Raw -983240.335617 + Penalty 2936.308635 = -980304.026982
  nChanged 50
		SP:Iteration 55Q (153178.860000 sec): 3 clusters
  Score: Raw -983261.587681 + Penalty 2936.308635 = -980325.279046
  nChanged 51
		SP:Iteration 56Q (153178.990000 sec): 3 clusters
  Score: Raw -983288.001162 + Penalty 2936.308635 = -980351.692528
  nChanged 53
		SP:Iteration 57Q (153179.110000 sec): 3 clusters
  Score: Raw -983316.161632 + Penalty 2936.308635 = -980379.852997
  nChanged 52
		SP:Iteration 58Q (153179.240000 sec): 3 clusters
  Score: Raw -983335.841722 + Penalty 2936.308635 = -980399.533087
  nChanged 33
		SP:Iteration 59Q (153179.370000 sec): 3 clusters
  Score: Raw -983344.549461 + Penalty 2936.308635 = -980408.240826
  nChanged 20
		SP:Iteration 60F (153179.490000 sec): 3 clusters
  Score: Raw -983353.753011 + Penalty 2936.308635 = -980417.444376
  nChanged 19
		SP:Iteration 61Q (153179.620000 sec): 3 clusters
  Score: Raw -983357.999749 + Penalty 2936.308635 = -980421.691114
  nChanged 12
		SP:Iteration 62Q (153179.750000 sec): 3 clusters
  Score: Raw -983360.364539 + Penalty 2936.308635 = -980424.055904
  nChanged 12
		SP:Iteration 63Q (153179.870000 sec): 3 clusters
  Score: Raw -983362.570033 + Penalty 2936.308635 = -980426.261398
  nChanged 11
		SP:Iteration 64Q (153179.990000 sec): 3 clusters
  Score: Raw -983363.631736 + Penalty 2936.308635 = -980427.323101
  nChanged 5
		SP:Iteration 65Q (153180.110000 sec): 3 clusters
  Score: Raw -983364.223452 + Penalty 2936.308635 = -980427.914818
  nChanged 8
		SP:Iteration 66Q (153180.230000 sec): 3 clusters
  Score: Raw -983365.544964 + Penalty 2936.308635 = -980429.236329
  nChanged 4
		SP:Iteration 67Q (153180.350000 sec): 3 clusters
  Score: Raw -983366.027249 + Penalty 2936.308635 = -980429.718614
  nChanged 8
		SP:Iteration 68Q (153180.460000 sec): 3 clusters
  Score: Raw -983366.744776 + Penalty 2936.308635 = -980430.436141
  nChanged 3
		SP:Iteration 69Q (153180.580000 sec): 3 clusters
  Score: Raw -983367.372031 + Penalty 2936.308635 = -980431.063396
  nChanged 9
		SP:Iteration 70Q (153180.710000 sec): 3 clusters
  Score: Raw -983368.508559 + Penalty 2936.308635 = -980432.199924
  nChanged 5
		SP:Iteration 71Q (153180.830000 sec): 3 clusters
  Score: Raw -983369.515000 + Penalty 2936.308635 = -980433.206366
  nChanged 1
		SP:Iteration 72Q (153180.960000 sec): 3 clusters
  Score: Raw -983369.653831 + Penalty 2936.308635 = -980433.345196
  nChanged 3
		SP:Iteration 73Q (153181.090000 sec): 3 clusters
  Score: Raw -983370.166802 + Penalty 2936.308635 = -980433.858167
  nChanged 2
		SP:Iteration 74Q (153181.210000 sec): 3 clusters
  Score: Raw -983370.447584 + Penalty 2936.308635 = -980434.138949
  nChanged 2
		SP:Iteration 75Q (153181.340000 sec): 3 clusters
  Score: Raw -983370.727302 + Penalty 2936.308635 = -980434.418667
  nChanged 3
		SP:Iteration 76Q (153181.470000 sec): 3 clusters
  Score: Raw -983371.191084 + Penalty 2936.308635 = -980434.882449
  nChanged 2
		SP:Iteration 77Q (153181.600000 sec): 3 clusters
  Score: Raw -983371.338240 + Penalty 2936.308635 = -980435.029605
  nChanged 0
		SP:Iteration 78F (153181.730000 sec): 3 clusters
  Score: Raw -983371.338240 + Penalty 2936.308635 = -980435.029605
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 65 (23047 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (153181.970000 sec): 2 clusters
  Score: Raw -2786685.069649 + Penalty 1632.359769 = -2785052.709880
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (153182.300000 sec): 3 clusters
  Score: Raw -2772821.052540 + Penalty 3264.719539 = -2769556.333001
  nChanged 10426
		SP:Iteration 1F (153182.580000 sec): 3 clusters
  Score: Raw -2778897.382170 + Penalty 3264.719539 = -2775632.662631
  nChanged 1459
		SP:Iteration 2F (153182.850000 sec): 3 clusters
  Score: Raw -2779615.648681 + Penalty 3264.719539 = -2776350.929142
  nChanged 1388
		SP:Iteration 3F (153183.120000 sec): 3 clusters
  Score: Raw -2780310.940206 + Penalty 3264.719539 = -2777046.220668
  nChanged 1340
		SP:Iteration 4F (153183.400000 sec): 3 clusters
  Score: Raw -2781020.081849 + Penalty 3264.719539 = -2777755.362310
  nChanged 1273
		SP:Iteration 5F (153183.670000 sec): 3 clusters
  Score: Raw -2781679.816870 + Penalty 3264.719539 = -2778415.097331
  nChanged 1167
		SP:Iteration 6F (153183.940000 sec): 3 clusters
  Score: Raw -2782293.172480 + Penalty 3264.719539 = -2779028.452941
  nChanged 1069
		SP:Iteration 7Q (153184.260000 sec): 3 clusters
  Score: Raw -2782864.921595 + Penalty 3264.719539 = -2779600.202056
  nChanged 945
		SP:Iteration 8Q (153184.530000 sec): 3 clusters
  Score: Raw -2783391.909044 + Penalty 3264.719539 = -2780127.189506
  nChanged 895
		SP:Iteration 9Q (153184.810000 sec): 3 clusters
  Score: Raw -2783869.171753 + Penalty 3264.719539 = -2780604.452215
  nChanged 724
		SP:Iteration 10Q (153185.080000 sec): 3 clusters
  Score: Raw -2784209.052065 + Penalty 3264.719539 = -2780944.332526
  nChanged 601
		SP:Iteration 11Q (153185.350000 sec): 3 clusters
  Score: Raw -2784490.671583 + Penalty 3264.719539 = -2781225.952045
  nChanged 500
		SP:Iteration 12Q (153185.610000 sec): 3 clusters
  Score: Raw -2784696.858292 + Penalty 3264.719539 = -2781432.138753
  nChanged 445
		SP:Iteration 13Q (153185.880000 sec): 3 clusters
  Score: Raw -2784861.847923 + Penalty 3264.719539 = -2781597.128385
  nChanged 405
		SP:Iteration 14Q (153186.140000 sec): 3 clusters
  Score: Raw -2785014.403565 + Penalty 3264.719539 = -2781749.684027
  nChanged 395
		SP:Iteration 15Q (153186.400000 sec): 3 clusters
  Score: Raw -2785180.254957 + Penalty 3264.719539 = -2781915.535418
  nChanged 367
		SP:Iteration 16Q (153186.660000 sec): 3 clusters
  Score: Raw -2785333.623874 + Penalty 3264.719539 = -2782068.904335
  nChanged 351
		SP:Iteration 17Q (153186.920000 sec): 3 clusters
  Score: Raw -2785474.610606 + Penalty 3264.719539 = -2782209.891067
  nChanged 346
		SP:Iteration 18Q (153187.200000 sec): 3 clusters
  Score: Raw -2785620.353175 + Penalty 3264.719539 = -2782355.633637
  nChanged 333
		SP:Iteration 19Q (153187.460000 sec): 3 clusters
  Score: Raw -2785771.921685 + Penalty 3264.719539 = -2782507.202147
  nChanged 321
		SP:Iteration 20F (153187.740000 sec): 3 clusters
  Score: Raw -2785934.391025 + Penalty 3264.719539 = -2782669.671487
  nChanged 377
		SP:Iteration 21Q (153188.000000 sec): 3 clusters
  Score: Raw -2786117.188208 + Penalty 3264.719539 = -2782852.468670
  nChanged 331
		SP:Iteration 22Q (153188.260000 sec): 3 clusters
  Score: Raw -2786258.340937 + Penalty 3264.719539 = -2782993.621398
  nChanged 260
		SP:Iteration 23Q (153188.560000 sec): 3 clusters
  Score: Raw -2786365.774992 + Penalty 3264.719539 = -2783101.055454
  nChanged 246
		SP:Iteration 24Q (153188.820000 sec): 3 clusters
  Score: Raw -2786478.093210 + Penalty 3264.719539 = -2783213.373671
  nChanged 239
		SP:Iteration 25Q (153189.080000 sec): 3 clusters
  Score: Raw -2786598.203283 + Penalty 3264.719539 = -2783333.483744
  nChanged 225
		SP:Iteration 26Q (153189.340000 sec): 3 clusters
  Score: Raw -2786704.449341 + Penalty 3264.719539 = -2783439.729802
  nChanged 179
		SP:Iteration 27Q (153189.600000 sec): 3 clusters
  Score: Raw -2786788.398913 + Penalty 3264.719539 = -2783523.679375
  nChanged 163
		SP:Iteration 28Q (153189.900000 sec): 3 clusters
  Score: Raw -2786849.259169 + Penalty 3264.719539 = -2783584.539631
  nChanged 145
		SP:Iteration 29Q (153190.160000 sec): 3 clusters
  Score: Raw -2786914.178396 + Penalty 3264.719539 = -2783649.458857
  nChanged 147
		SP:Iteration 30Q (153190.420000 sec): 3 clusters
  Score: Raw -2786985.272763 + Penalty 3264.719539 = -2783720.553224
  nChanged 146
		SP:Iteration 31Q (153190.670000 sec): 3 clusters
  Score: Raw -2787068.510803 + Penalty 3264.719539 = -2783803.791265
  nChanged 134
		SP:Iteration 32Q (153190.980000 sec): 3 clusters
  Score: Raw -2787143.893138 + Penalty 3264.719539 = -2783879.173599
  nChanged 130
		SP:Iteration 33Q (153191.230000 sec): 3 clusters
  Score: Raw -2787225.927883 + Penalty 3264.719539 = -2783961.208345
  nChanged 132
		SP:Iteration 34Q (153191.480000 sec): 3 clusters
  Score: Raw -2787319.670297 + Penalty 3264.719539 = -2784054.950758
  nChanged 132
		SP:Iteration 35Q (153191.740000 sec): 3 clusters
  Score: Raw -2787386.087761 + Penalty 3264.719539 = -2784121.368222
  nChanged 121
		SP:Iteration 36Q (153192.040000 sec): 3 clusters
  Score: Raw -2787431.823237 + Penalty 3264.719539 = -2784167.103698
  nChanged 79
		SP:Iteration 37Q (153192.300000 sec): 3 clusters
  Score: Raw -2787451.740191 + Penalty 3264.719539 = -2784187.020652
  nChanged 51
		SP:Iteration 38Q (153192.560000 sec): 3 clusters
  Score: Raw -2787460.640639 + Penalty 3264.719539 = -2784195.921100
  nChanged 34
		SP:Iteration 39Q (153192.860000 sec): 3 clusters
  Score: Raw -2787464.928741 + Penalty 3264.719539 = -2784200.209202
  nChanged 13
		SP:Iteration 40F (153193.140000 sec): 3 clusters
  Score: Raw -2787466.859883 + Penalty 3264.719539 = -2784202.140345
  nChanged 10
		SP:Iteration 41Q (153193.420000 sec): 3 clusters
  Score: Raw -2787467.675765 + Penalty 3264.719539 = -2784202.956226
  nChanged 5
		SP:Iteration 42Q (153193.670000 sec): 3 clusters
  Score: Raw -2787468.205005 + Penalty 3264.719539 = -2784203.485466
  nChanged 5
		SP:Iteration 43Q (153193.950000 sec): 3 clusters
  Score: Raw -2787468.590286 + Penalty 3264.719539 = -2784203.870747
  nChanged 4
		SP:Iteration 44Q (153194.210000 sec): 3 clusters
  Score: Raw -2787468.940086 + Penalty 3264.719539 = -2784204.220548
  nChanged 2
		SP:Iteration 45Q (153194.490000 sec): 3 clusters
  Score: Raw -2787469.141498 + Penalty 3264.719539 = -2784204.421959
  nChanged 1
		SP:Iteration 46Q (153194.740000 sec): 3 clusters
  Score: Raw -2787469.303167 + Penalty 3264.719539 = -2784204.583628
  nChanged 3
		SP:Iteration 47Q (153195.030000 sec): 3 clusters
  Score: Raw -2787469.817366 + Penalty 3264.719539 = -2784205.097827
  nChanged 6
		SP:Iteration 48Q (153195.280000 sec): 3 clusters
  Score: Raw -2787470.557944 + Penalty 3264.719539 = -2784205.838406
  nChanged 2
		SP:Iteration 49Q (153195.560000 sec): 3 clusters
  Score: Raw -2787470.818189 + Penalty 3264.719539 = -2784206.098650
  nChanged 0
		SP:Iteration 50F (153195.840000 sec): 3 clusters
  Score: Raw -2787470.818189 + Penalty 3264.719539 = -2784206.098650
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 66 (1552 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (153195.890000 sec): 2 clusters
  Score: Raw -175521.593818 + Penalty 1193.936201 = -174327.657617
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (153195.930000 sec): 3 clusters
  Score: Raw -174958.536786 + Penalty 2387.872403 = -172570.664383
  nChanged 531
		SP:Iteration 1F (153195.970000 sec): 3 clusters
  Score: Raw -175356.856899 + Penalty 2387.872403 = -172968.984496
  nChanged 122
		SP:Iteration 2F (153196.010000 sec): 3 clusters
  Score: Raw -175486.147503 + Penalty 2387.872403 = -173098.275101
  nChanged 87
		SP:Iteration 3F (153196.050000 sec): 3 clusters
  Score: Raw -175581.949987 + Penalty 2387.872403 = -173194.077584
  nChanged 69
		SP:Iteration 4Q (153196.080000 sec): 3 clusters
  Score: Raw -175667.276273 + Penalty 2387.872403 = -173279.403870
  nChanged 60
		SP:Iteration 5Q (153196.110000 sec): 3 clusters
  Score: Raw -175719.351246 + Penalty 2387.872403 = -173331.478843
  nChanged 47
		SP:Iteration 6Q (153196.140000 sec): 3 clusters
  Score: Raw -175759.291033 + Penalty 2387.872403 = -173371.418630
  nChanged 35
		SP:Iteration 7Q (153196.160000 sec): 3 clusters
  Score: Raw -175786.972852 + Penalty 2387.872403 = -173399.100449
  nChanged 24
		SP:Iteration 8Q (153196.190000 sec): 3 clusters
  Score: Raw -175805.985663 + Penalty 2387.872403 = -173418.113260
  nChanged 25
		SP:Iteration 9Q (153196.220000 sec): 3 clusters
  Score: Raw -175824.225021 + Penalty 2387.872403 = -173436.352618
  nChanged 13
		SP:Iteration 10Q (153196.250000 sec): 3 clusters
  Score: Raw -175830.493624 + Penalty 2387.872403 = -173442.621221
  nChanged 4
		SP:Iteration 11Q (153196.280000 sec): 3 clusters
  Score: Raw -175832.194578 + Penalty 2387.872403 = -173444.322175
  nChanged 2
		SP:Iteration 12Q (153196.310000 sec): 3 clusters
  Score: Raw -175834.359652 + Penalty 2387.872403 = -173446.487250
  nChanged 0
		SP:Iteration 13F (153196.340000 sec): 3 clusters
  Score: Raw -175834.359652 + Penalty 2387.872403 = -173446.487250
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 67 (362 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (153196.370000 sec): 2 clusters
  Score: Raw -42330.571038 + Penalty 957.392184 = -41373.178854
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (153196.380000 sec): 3 clusters
  Score: Raw -42477.661486 + Penalty 1914.784369 = -40562.877118
  nChanged 77
		SP:Iteration 1F (153196.390000 sec): 3 clusters
  Score: Raw -42672.012119 + Penalty 1914.784369 = -40757.227750
  nChanged 34
		SP:Iteration 2F (153196.400000 sec): 3 clusters
  Score: Raw -42784.014221 + Penalty 1914.784369 = -40869.229852
  nChanged 23
		SP:Iteration 3F (153196.400000 sec): 3 clusters
  Score: Raw -42859.814339 + Penalty 1914.784369 = -40945.029970
  nChanged 10
		SP:Iteration 4Q (153196.410000 sec): 3 clusters
  Score: Raw -42896.827517 + Penalty 1914.784369 = -40982.043148
  nChanged 6
		SP:Iteration 5Q (153196.420000 sec): 3 clusters
  Score: Raw -42930.151210 + Penalty 1914.784369 = -41015.366841
  nChanged 3
		SP:Iteration 6Q (153196.430000 sec): 3 clusters
  Score: Raw -42954.769293 + Penalty 1914.784369 = -41039.984924
  nChanged 2
		SP:Iteration 7Q (153196.440000 sec): 3 clusters
  Score: Raw -42961.124362 + Penalty 1914.784369 = -41046.339993
  nChanged 2
		SP:Iteration 8Q (153196.440000 sec): 3 clusters
  Score: Raw -42965.385065 + Penalty 1914.784369 = -41050.600696
  nChanged 1
		SP:Iteration 9Q (153196.450000 sec): 3 clusters
  Score: Raw -42971.873058 + Penalty 1914.784369 = -41057.088690
  nChanged 1
		SP:Iteration 10Q (153196.460000 sec): 3 clusters
  Score: Raw -42974.414850 + Penalty 1914.784369 = -41059.630481
  nChanged 0
		SP:Iteration 11F (153196.470000 sec): 3 clusters
  Score: Raw -42974.414850 + Penalty 1914.784369 = -41059.630481
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 68 (1745 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (153196.530000 sec): 2 clusters
  Score: Raw -199842.066524 + Penalty 1212.982848 = -198629.083675
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (153196.560000 sec): 3 clusters
  Score: Raw -199178.435784 + Penalty 2425.965696 = -196752.470087
  nChanged 563
		SP:Iteration 1F (153196.600000 sec): 3 clusters
  Score: Raw -199617.154961 + Penalty 2425.965696 = -197191.189264
  nChanged 132
		SP:Iteration 2F (153196.630000 sec): 3 clusters
  Score: Raw -199721.951931 + Penalty 2425.965696 = -197295.986235
  nChanged 78
		SP:Iteration 3Q (153196.660000 sec): 3 clusters
  Score: Raw -199781.390268 + Penalty 2425.965696 = -197355.424572
  nChanged 63
		SP:Iteration 4Q (153196.690000 sec): 3 clusters
  Score: Raw -199836.335789 + Penalty 2425.965696 = -197410.370093
  nChanged 45
		SP:Iteration 5Q (153196.720000 sec): 3 clusters
  Score: Raw -199874.843951 + Penalty 2425.965696 = -197448.878254
  nChanged 45
		SP:Iteration 6Q (153196.760000 sec): 3 clusters
  Score: Raw -199914.883307 + Penalty 2425.965696 = -197488.917611
  nChanged 51
		SP:Iteration 7Q (153196.790000 sec): 3 clusters
  Score: Raw -199977.917739 + Penalty 2425.965696 = -197551.952043
  nChanged 49
		SP:Iteration 8Q (153196.820000 sec): 3 clusters
  Score: Raw -200028.244995 + Penalty 2425.965696 = -197602.279299
  nChanged 49
		SP:Iteration 9Q (153196.850000 sec): 3 clusters
  Score: Raw -200071.296110 + Penalty 2425.965696 = -197645.330414
  nChanged 44
		SP:Iteration 10Q (153196.880000 sec): 3 clusters
  Score: Raw -200112.689842 + Penalty 2425.965696 = -197686.724146
  nChanged 36
		SP:Iteration 11Q (153196.920000 sec): 3 clusters
  Score: Raw -200141.558833 + Penalty 2425.965696 = -197715.593137
  nChanged 35
		SP:Iteration 12Q (153196.950000 sec): 3 clusters
  Score: Raw -200173.897030 + Penalty 2425.965696 = -197747.931333
  nChanged 31
		SP:Iteration 13Q (153196.980000 sec): 3 clusters
  Score: Raw -200196.346143 + Penalty 2425.965696 = -197770.380447
  nChanged 29
		SP:Iteration 14Q (153197.010000 sec): 3 clusters
  Score: Raw -200218.409066 + Penalty 2425.965696 = -197792.443370
  nChanged 28
		SP:Iteration 15Q (153197.040000 sec): 3 clusters
  Score: Raw -200242.385439 + Penalty 2425.965696 = -197816.419742
  nChanged 24
		SP:Iteration 16Q (153197.080000 sec): 3 clusters
  Score: Raw -200261.347029 + Penalty 2425.965696 = -197835.381332
  nChanged 17
		SP:Iteration 17Q (153197.110000 sec): 3 clusters
  Score: Raw -200270.739877 + Penalty 2425.965696 = -197844.774181
  nChanged 14
		SP:Iteration 18Q (153197.140000 sec): 3 clusters
  Score: Raw -200280.684228 + Penalty 2425.965696 = -197854.718532
  nChanged 8
		SP:Iteration 19Q (153197.170000 sec): 3 clusters
  Score: Raw -200286.843379 + Penalty 2425.965696 = -197860.877683
  nChanged 6
		SP:Iteration 20F (153197.200000 sec): 3 clusters
  Score: Raw -200289.609421 + Penalty 2425.965696 = -197863.643725
  nChanged 3
		SP:Iteration 21Q (153197.240000 sec): 3 clusters
  Score: Raw -200290.699272 + Penalty 2425.965696 = -197864.733576
  nChanged 1
		SP:Iteration 22Q (153197.270000 sec): 3 clusters
  Score: Raw -200292.793661 + Penalty 2425.965696 = -197866.827964
  nChanged 3
		SP:Iteration 23Q (153197.300000 sec): 3 clusters
  Score: Raw -200296.723335 + Penalty 2425.965696 = -197870.757639
  nChanged 6
		SP:Iteration 24Q (153197.330000 sec): 3 clusters
  Score: Raw -200302.900708 + Penalty 2425.965696 = -197876.935011
  nChanged 11
		SP:Iteration 25Q (153197.360000 sec): 3 clusters
  Score: Raw -200311.716208 + Penalty 2425.965696 = -197885.750512
  nChanged 8
		SP:Iteration 26Q (153197.400000 sec): 3 clusters
  Score: Raw -200314.370821 + Penalty 2425.965696 = -197888.405125
  nChanged 3
		SP:Iteration 27Q (153197.420000 sec): 3 clusters
  Score: Raw -200315.684951 + Penalty 2425.965696 = -197889.719254
  nChanged 4
		SP:Iteration 28Q (153197.460000 sec): 3 clusters
  Score: Raw -200317.848964 + Penalty 2425.965696 = -197891.883268
  nChanged 0
		SP:Iteration 29F (153197.490000 sec): 3 clusters
  Score: Raw -200317.848964 + Penalty 2425.965696 = -197891.883268
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 69 (13516 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (153197.620000 sec): 2 clusters
  Score: Raw -1577264.833705 + Penalty 1545.639785 = -1575719.193919
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (153197.820000 sec): 3 clusters
  Score: Raw -1569391.447732 + Penalty 3091.279571 = -1566300.168161
  nChanged 5947
		SP:Iteration 1F (153198.010000 sec): 3 clusters
  Score: Raw -1572711.629173 + Penalty 3091.279571 = -1569620.349603
  nChanged 929
		SP:Iteration 2F (153198.220000 sec): 3 clusters
  Score: Raw -1573230.536873 + Penalty 3091.279571 = -1570139.257302
  nChanged 950
		SP:Iteration 3F (153198.410000 sec): 3 clusters
  Score: Raw -1573818.044497 + Penalty 3091.279571 = -1570726.764926
  nChanged 948
		SP:Iteration 4F (153198.600000 sec): 3 clusters
  Score: Raw -1574443.110644 + Penalty 3091.279571 = -1571351.831074
  nChanged 880
		SP:Iteration 5F (153198.800000 sec): 3 clusters
  Score: Raw -1575001.275405 + Penalty 3091.279571 = -1571909.995834
  nChanged 731
		SP:Iteration 6F (153198.980000 sec): 3 clusters
  Score: Raw -1575474.712619 + Penalty 3091.279571 = -1572383.433049
  nChanged 612
		SP:Iteration 7Q (153199.180000 sec): 3 clusters
  Score: Raw -1575886.705104 + Penalty 3091.279571 = -1572795.425533
  nChanged 520
		SP:Iteration 8Q (153199.370000 sec): 3 clusters
  Score: Raw -1576242.786240 + Penalty 3091.279571 = -1573151.506670
  nChanged 447
		SP:Iteration 9Q (153199.570000 sec): 3 clusters
  Score: Raw -1576571.568198 + Penalty 3091.279571 = -1573480.288627
  nChanged 404
		SP:Iteration 10Q (153199.750000 sec): 3 clusters
  Score: Raw -1576873.986034 + Penalty 3091.279571 = -1573782.706463
  nChanged 353
		SP:Iteration 11Q (153199.920000 sec): 3 clusters
  Score: Raw -1577112.400865 + Penalty 3091.279571 = -1574021.121295
  nChanged 273
		SP:Iteration 12Q (153200.100000 sec): 3 clusters
  Score: Raw -1577292.949000 + Penalty 3091.279571 = -1574201.669430
  nChanged 211
		SP:Iteration 13Q (153200.270000 sec): 3 clusters
  Score: Raw -1577432.845406 + Penalty 3091.279571 = -1574341.565836
  nChanged 166
		SP:Iteration 14Q (153200.470000 sec): 3 clusters
  Score: Raw -1577544.892757 + Penalty 3091.279571 = -1574453.613186
  nChanged 151
		SP:Iteration 15Q (153200.690000 sec): 3 clusters
  Score: Raw -1577656.895795 + Penalty 3091.279571 = -1574565.616225
  nChanged 133
		SP:Iteration 16Q (153200.890000 sec): 3 clusters
  Score: Raw -1577768.792747 + Penalty 3091.279571 = -1574677.513177
  nChanged 127
		SP:Iteration 17Q (153201.080000 sec): 3 clusters
  Score: Raw -1577866.240106 + Penalty 3091.279571 = -1574774.960536
  nChanged 94
		SP:Iteration 18Q (153201.250000 sec): 3 clusters
  Score: Raw -1577930.356081 + Penalty 3091.279571 = -1574839.076510
  nChanged 92
		SP:Iteration 19Q (153201.420000 sec): 3 clusters
  Score: Raw -1577981.683035 + Penalty 3091.279571 = -1574890.403464
  nChanged 72
		SP:Iteration 20F (153201.670000 sec): 3 clusters
  Score: Raw -1578015.900164 + Penalty 3091.279571 = -1574924.620594
  nChanged 43
		SP:Iteration 21Q (153201.830000 sec): 3 clusters
  Score: Raw -1578032.679214 + Penalty 3091.279571 = -1574941.399643
  nChanged 31
		SP:Iteration 22Q (153202.000000 sec): 3 clusters
  Score: Raw -1578041.432676 + Penalty 3091.279571 = -1574950.153105
  nChanged 20
		SP:Iteration 23Q (153202.200000 sec): 3 clusters
  Score: Raw -1578045.619341 + Penalty 3091.279571 = -1574954.339770
  nChanged 12
		SP:Iteration 24Q (153202.360000 sec): 3 clusters
  Score: Raw -1578048.061582 + Penalty 3091.279571 = -1574956.782012
  nChanged 11
		SP:Iteration 25Q (153202.520000 sec): 3 clusters
  Score: Raw -1578049.813516 + Penalty 3091.279571 = -1574958.533945
  nChanged 2
		SP:Iteration 26Q (153202.720000 sec): 3 clusters
  Score: Raw -1578050.259694 + Penalty 3091.279571 = -1574958.980124
  nChanged 2
		SP:Iteration 27Q (153202.870000 sec): 3 clusters
  Score: Raw -1578050.755582 + Penalty 3091.279571 = -1574959.476012
  nChanged 0
		SP:Iteration 28F (153203.050000 sec): 3 clusters
  Score: Raw -1578050.755582 + Penalty 3091.279571 = -1574959.476012
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 70 (1479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (153203.140000 sec): 2 clusters
  Score: Raw -152585.110673 + Penalty 1186.107238 = -151399.003436
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (153203.170000 sec): 3 clusters
  Score: Raw -152070.004770 + Penalty 2372.214475 = -149697.790295
  nChanged 479
		SP:Iteration 1F (153203.200000 sec): 3 clusters
  Score: Raw -152592.014540 + Penalty 2372.214475 = -150219.800064
  nChanged 154
		SP:Iteration 2F (153203.230000 sec): 3 clusters
  Score: Raw -152937.095247 + Penalty 2372.214475 = -150564.880772
  nChanged 134
		SP:Iteration 3F (153203.260000 sec): 3 clusters
  Score: Raw -153176.444632 + Penalty 2372.214475 = -150804.230156
  nChanged 92
		SP:Iteration 4F (153203.290000 sec): 3 clusters
  Score: Raw -153325.004718 + Penalty 2372.214475 = -150952.790242
  nChanged 61
		SP:Iteration 5Q (153203.310000 sec): 3 clusters
  Score: Raw -153438.652892 + Penalty 2372.214475 = -151066.438416
  nChanged 57
		SP:Iteration 6Q (153203.340000 sec): 3 clusters
  Score: Raw -153551.330938 + Penalty 2372.214475 = -151179.116463
  nChanged 43
		SP:Iteration 7Q (153203.370000 sec): 3 clusters
  Score: Raw -153609.082570 + Penalty 2372.214475 = -151236.868095
  nChanged 36
		SP:Iteration 8Q (153203.390000 sec): 3 clusters
  Score: Raw -153656.016054 + Penalty 2372.214475 = -151283.801578
  nChanged 23
		SP:Iteration 9Q (153203.420000 sec): 3 clusters
  Score: Raw -153681.082944 + Penalty 2372.214475 = -151308.868469
  nChanged 17
		SP:Iteration 10Q (153203.440000 sec): 3 clusters
  Score: Raw -153708.105748 + Penalty 2372.214475 = -151335.891273
  nChanged 17
		SP:Iteration 11Q (153203.470000 sec): 3 clusters
  Score: Raw -153726.512035 + Penalty 2372.214475 = -151354.297560
  nChanged 19
		SP:Iteration 12Q (153203.500000 sec): 3 clusters
  Score: Raw -153750.195102 + Penalty 2372.214475 = -151377.980627
  nChanged 24
		SP:Iteration 13Q (153203.520000 sec): 3 clusters
  Score: Raw -153776.577170 + Penalty 2372.214475 = -151404.362695
  nChanged 16
		SP:Iteration 14Q (153203.550000 sec): 3 clusters
  Score: Raw -153791.388602 + Penalty 2372.214475 = -151419.174126
  nChanged 8
		SP:Iteration 15Q (153203.580000 sec): 3 clusters
  Score: Raw -153799.183640 + Penalty 2372.214475 = -151426.969165
  nChanged 4
		SP:Iteration 16Q (153203.600000 sec): 3 clusters
  Score: Raw -153801.793696 + Penalty 2372.214475 = -151429.579221
  nChanged 1
		SP:Iteration 17Q (153203.630000 sec): 3 clusters
  Score: Raw -153802.370074 + Penalty 2372.214475 = -151430.155599
  nChanged 0
		SP:Iteration 18F (153203.660000 sec): 3 clusters
  Score: Raw -153802.370074 + Penalty 2372.214475 = -151430.155599
  nChanged 0
  Score: Raw -119114919.847811 + Penalty 254291.453274 = -118860628.394536

Splitting cluster 70 changes total score from -118861421.788835 to -118860628.394536

 So it's not getting split.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 71 (3195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (153550.710000 sec): 2 clusters
  Score: Raw -359693.847439 + Penalty 1311.268135 = -358382.579305
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (153550.780000 sec): 3 clusters
  Score: Raw -358171.653660 + Penalty 2622.536269 = -355549.117390
  nChanged 1232
		SP:Iteration 1F (153550.840000 sec): 3 clusters
  Score: Raw -359128.229074 + Penalty 2622.536269 = -356505.692804
  nChanged 317
		SP:Iteration 2F (153550.900000 sec): 3 clusters
  Score: Raw -359537.475923 + Penalty 2622.536269 = -356914.939654
  nChanged 249
		SP:Iteration 3F (153550.950000 sec): 3 clusters
  Score: Raw -359876.011634 + Penalty 2622.536269 = -357253.475365
  nChanged 231
		SP:Iteration 4F (153551.010000 sec): 3 clusters
  Score: Raw -360137.507535 + Penalty 2622.536269 = -357514.971266
  nChanged 183
		SP:Iteration 5F (153551.070000 sec): 3 clusters
  Score: Raw -360284.383847 + Penalty 2622.536269 = -357661.847578
  nChanged 108
		SP:Iteration 6Q (153551.130000 sec): 3 clusters
  Score: Raw -360363.470051 + Penalty 2622.536269 = -357740.933782
  nChanged 76
		SP:Iteration 7Q (153551.190000 sec): 3 clusters
  Score: Raw -360410.714923 + Penalty 2622.536269 = -357788.178654
  nChanged 55
		SP:Iteration 8Q (153551.240000 sec): 3 clusters
  Score: Raw -360445.741892 + Penalty 2622.536269 = -357823.205623
  nChanged 43
		SP:Iteration 9Q (153551.300000 sec): 3 clusters
  Score: Raw -360475.298658 + Penalty 2622.536269 = -357852.762389
  nChanged 38
		SP:Iteration 10Q (153551.360000 sec): 3 clusters
  Score: Raw -360498.288434 + Penalty 2622.536269 = -357875.752165
  nChanged 38
		SP:Iteration 11Q (153551.410000 sec): 3 clusters
  Score: Raw -360523.498627 + Penalty 2622.536269 = -357900.962358
  nChanged 34
		SP:Iteration 12Q (153551.470000 sec): 3 clusters
  Score: Raw -360545.209605 + Penalty 2622.536269 = -357922.673335
  nChanged 23
		SP:Iteration 13Q (153551.530000 sec): 3 clusters
  Score: Raw -360557.356775 + Penalty 2622.536269 = -357934.820506
  nChanged 20
		SP:Iteration 14Q (153551.580000 sec): 3 clusters
  Score: Raw -360565.238786 + Penalty 2622.536269 = -357942.702517
  nChanged 16
		SP:Iteration 15Q (153551.640000 sec): 3 clusters
  Score: Raw -360575.191749 + Penalty 2622.536269 = -357952.655480
  nChanged 20
		SP:Iteration 16Q (153551.700000 sec): 3 clusters
  Score: Raw -360585.912691 + Penalty 2622.536269 = -357963.376421
  nChanged 12
		SP:Iteration 17Q (153551.750000 sec): 3 clusters
  Score: Raw -360590.432118 + Penalty 2622.536269 = -357967.895849
  nChanged 6
		SP:Iteration 18Q (153551.810000 sec): 3 clusters
  Score: Raw -360593.951654 + Penalty 2622.536269 = -357971.415385
  nChanged 14
		SP:Iteration 19Q (153551.870000 sec): 3 clusters
  Score: Raw -360602.054422 + Penalty 2622.536269 = -357979.518153
  nChanged 10
		SP:Iteration 20F (153551.930000 sec): 3 clusters
  Score: Raw -360608.662561 + Penalty 2622.536269 = -357986.126292
  nChanged 13
		SP:Iteration 21Q (153551.980000 sec): 3 clusters
  Score: Raw -360615.021154 + Penalty 2622.536269 = -357992.484884
  nChanged 8
		SP:Iteration 22Q (153552.040000 sec): 3 clusters
  Score: Raw -360618.178334 + Penalty 2622.536269 = -357995.642065
  nChanged 8
		SP:Iteration 23Q (153552.090000 sec): 3 clusters
  Score: Raw -360621.209052 + Penalty 2622.536269 = -357998.672782
  nChanged 5
		SP:Iteration 24Q (153552.150000 sec): 3 clusters
  Score: Raw -360622.900118 + Penalty 2622.536269 = -358000.363849
  nChanged 6
		SP:Iteration 25Q (153552.210000 sec): 3 clusters
  Score: Raw -360624.868450 + Penalty 2622.536269 = -358002.332181
  nChanged 3
		SP:Iteration 26Q (153552.270000 sec): 3 clusters
  Score: Raw -360626.077665 + Penalty 2622.536269 = -358003.541396
  nChanged 2
		SP:Iteration 27Q (153552.320000 sec): 3 clusters
  Score: Raw -360626.785070 + Penalty 2622.536269 = -358004.248801
  nChanged 3
		SP:Iteration 28Q (153552.380000 sec): 3 clusters
  Score: Raw -360627.338928 + Penalty 2622.536269 = -358004.802658
  nChanged 1
		SP:Iteration 29Q (153552.430000 sec): 3 clusters
  Score: Raw -360627.751113 + Penalty 2622.536269 = -358005.214844
  nChanged 1
		SP:Iteration 30Q (153552.490000 sec): 3 clusters
  Score: Raw -360628.203553 + Penalty 2622.536269 = -358005.667283
  nChanged 3
		SP:Iteration 31Q (153552.550000 sec): 3 clusters
  Score: Raw -360630.125771 + Penalty 2622.536269 = -358007.589502
  nChanged 6
		SP:Iteration 32Q (153552.600000 sec): 3 clusters
  Score: Raw -360634.165767 + Penalty 2622.536269 = -358011.629498
  nChanged 5
		SP:Iteration 33Q (153552.660000 sec): 3 clusters
  Score: Raw -360635.920681 + Penalty 2622.536269 = -358013.384412
  nChanged 4
		SP:Iteration 34Q (153552.710000 sec): 3 clusters
  Score: Raw -360637.781689 + Penalty 2622.536269 = -358015.245419
  nChanged 3
		SP:Iteration 35Q (153552.770000 sec): 3 clusters
  Score: Raw -360638.783974 + Penalty 2622.536269 = -358016.247705
  nChanged 2
		SP:Iteration 36Q (153552.830000 sec): 3 clusters
  Score: Raw -360639.009592 + Penalty 2622.536269 = -358016.473323
  nChanged 0
		SP:Iteration 37F (153552.890000 sec): 3 clusters
  Score: Raw -360639.009592 + Penalty 2622.536269 = -358016.473323
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 72 (5989 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (153552.980000 sec): 2 clusters
  Score: Raw -700662.779624 + Penalty 1413.372956 = -699249.406668
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (153553.090000 sec): 3 clusters
  Score: Raw -697573.888872 + Penalty 2826.745913 = -694747.142959
  nChanged 2523
		SP:Iteration 1F (153553.190000 sec): 3 clusters
  Score: Raw -699392.336478 + Penalty 2826.745913 = -696565.590565
  nChanged 590
		SP:Iteration 2F (153553.290000 sec): 3 clusters
  Score: Raw -699886.205076 + Penalty 2826.745913 = -697059.459163
  nChanged 471
		SP:Iteration 3F (153553.380000 sec): 3 clusters
  Score: Raw -700277.181231 + Penalty 2826.745913 = -697450.435318
  nChanged 382
		SP:Iteration 4F (153553.480000 sec): 3 clusters
  Score: Raw -700561.912801 + Penalty 2826.745913 = -697735.166888
  nChanged 315
		SP:Iteration 5F (153553.580000 sec): 3 clusters
  Score: Raw -700776.484497 + Penalty 2826.745913 = -697949.738584
  nChanged 256
		SP:Iteration 6Q (153553.680000 sec): 3 clusters
  Score: Raw -700926.958444 + Penalty 2826.745913 = -698100.212531
  nChanged 203
		SP:Iteration 7Q (153553.780000 sec): 3 clusters
  Score: Raw -701036.586732 + Penalty 2826.745913 = -698209.840819
  nChanged 177
		SP:Iteration 8Q (153553.880000 sec): 3 clusters
  Score: Raw -701123.811196 + Penalty 2826.745913 = -698297.065283
  nChanged 165
		SP:Iteration 9Q (153553.970000 sec): 3 clusters
  Score: Raw -701205.447350 + Penalty 2826.745913 = -698378.701437
  nChanged 158
		SP:Iteration 10Q (153554.070000 sec): 3 clusters
  Score: Raw -701283.485404 + Penalty 2826.745913 = -698456.739491
  nChanged 136
		SP:Iteration 11Q (153554.160000 sec): 3 clusters
  Score: Raw -701351.205787 + Penalty 2826.745913 = -698524.459874
  nChanged 118
		SP:Iteration 12Q (153554.260000 sec): 3 clusters
  Score: Raw -701408.426616 + Penalty 2826.745913 = -698581.680703
  nChanged 94
		SP:Iteration 13Q (153554.360000 sec): 3 clusters
  Score: Raw -701456.689894 + Penalty 2826.745913 = -698629.943981
  nChanged 75
		SP:Iteration 14Q (153554.450000 sec): 3 clusters
  Score: Raw -701490.601102 + Penalty 2826.745913 = -698663.855189
  nChanged 67
		SP:Iteration 15Q (153554.550000 sec): 3 clusters
  Score: Raw -701517.480729 + Penalty 2826.745913 = -698690.734816
  nChanged 58
		SP:Iteration 16Q (153554.650000 sec): 3 clusters
  Score: Raw -701537.882854 + Penalty 2826.745913 = -698711.136941
  nChanged 48
		SP:Iteration 17Q (153554.750000 sec): 3 clusters
  Score: Raw -701559.527992 + Penalty 2826.745913 = -698732.782079
  nChanged 58
		SP:Iteration 18Q (153554.840000 sec): 3 clusters
  Score: Raw -701580.245760 + Penalty 2826.745913 = -698753.499847
  nChanged 54
		SP:Iteration 19Q (153554.940000 sec): 3 clusters
  Score: Raw -701600.397120 + Penalty 2826.745913 = -698773.651207
  nChanged 45
		SP:Iteration 20F (153555.040000 sec): 3 clusters
  Score: Raw -701612.077680 + Penalty 2826.745913 = -698785.331767
  nChanged 34
		SP:Iteration 21Q (153555.130000 sec): 3 clusters
  Score: Raw -701621.097234 + Penalty 2826.745913 = -698794.351321
  nChanged 27
		SP:Iteration 22Q (153555.230000 sec): 3 clusters
  Score: Raw -701627.897421 + Penalty 2826.745913 = -698801.151508
  nChanged 30
		SP:Iteration 23Q (153555.320000 sec): 3 clusters
  Score: Raw -701634.522690 + Penalty 2826.745913 = -698807.776777
  nChanged 31
		SP:Iteration 24Q (153555.420000 sec): 3 clusters
  Score: Raw -701642.827322 + Penalty 2826.745913 = -698816.081409
  nChanged 27
		SP:Iteration 25Q (153555.520000 sec): 3 clusters
  Score: Raw -701650.020314 + Penalty 2826.745913 = -698823.274401
  nChanged 31
		SP:Iteration 26Q (153555.610000 sec): 3 clusters
  Score: Raw -701655.680046 + Penalty 2826.745913 = -698828.934133
  nChanged 20
		SP:Iteration 27Q (153555.710000 sec): 3 clusters
  Score: Raw -701659.753846 + Penalty 2826.745913 = -698833.007933
  nChanged 16
		SP:Iteration 28Q (153555.800000 sec): 3 clusters
  Score: Raw -701662.759814 + Penalty 2826.745913 = -698836.013901
  nChanged 15
		SP:Iteration 29Q (153555.900000 sec): 3 clusters
  Score: Raw -701665.459134 + Penalty 2826.745913 = -698838.713221
  nChanged 11
		SP:Iteration 30Q (153556.000000 sec): 3 clusters
  Score: Raw -701667.832906 + Penalty 2826.745913 = -698841.086993
  nChanged 14
		SP:Iteration 31Q (153556.090000 sec): 3 clusters
  Score: Raw -701669.758929 + Penalty 2826.745913 = -698843.013016
  nChanged 10
		SP:Iteration 32Q (153556.190000 sec): 3 clusters
  Score: Raw -701670.866180 + Penalty 2826.745913 = -698844.120267
  nChanged 8
		SP:Iteration 33Q (153556.290000 sec): 3 clusters
  Score: Raw -701671.735089 + Penalty 2826.745913 = -698844.989176
  nChanged 3
		SP:Iteration 34Q (153556.380000 sec): 3 clusters
  Score: Raw -701672.199482 + Penalty 2826.745913 = -698845.453569
  nChanged 3
		SP:Iteration 35Q (153556.480000 sec): 3 clusters
  Score: Raw -701672.476683 + Penalty 2826.745913 = -698845.730770
  nChanged 2
		SP:Iteration 36Q (153556.570000 sec): 3 clusters
  Score: Raw -701672.757128 + Penalty 2826.745913 = -698846.011215
  nChanged 2
		SP:Iteration 37Q (153556.670000 sec): 3 clusters
  Score: Raw -701672.929099 + Penalty 2826.745913 = -698846.183186
  nChanged 0
		SP:Iteration 38F (153556.770000 sec): 3 clusters
  Score: Raw -701672.929099 + Penalty 2826.745913 = -698846.183186
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 73 (3008 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (153556.840000 sec): 2 clusters
  Score: Raw -339819.346386 + Penalty 1301.467486 = -338517.878900
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (153556.890000 sec): 3 clusters
  Score: Raw -338386.322043 + Penalty 2602.934973 = -335783.387070
  nChanged 1146
		SP:Iteration 1F (153556.950000 sec): 3 clusters
  Score: Raw -339097.366005 + Penalty 2602.934973 = -336494.431032
  nChanged 235
		SP:Iteration 2F (153557.000000 sec): 3 clusters
  Score: Raw -339254.579933 + Penalty 2602.934973 = -336651.644960
  nChanged 154
		SP:Iteration 3F (153557.060000 sec): 3 clusters
  Score: Raw -339360.638127 + Penalty 2602.934973 = -336757.703155
  nChanged 130
		SP:Iteration 4Q (153557.120000 sec): 3 clusters
  Score: Raw -339445.489626 + Penalty 2602.934973 = -336842.554654
  nChanged 114
		SP:Iteration 5Q (153557.170000 sec): 3 clusters
  Score: Raw -339520.696680 + Penalty 2602.934973 = -336917.761707
  nChanged 89
		SP:Iteration 6Q (153557.220000 sec): 3 clusters
  Score: Raw -339581.938984 + Penalty 2602.934973 = -336979.004011
  nChanged 92
		SP:Iteration 7Q (153557.280000 sec): 3 clusters
  Score: Raw -339636.677559 + Penalty 2602.934973 = -337033.742587
  nChanged 69
		SP:Iteration 8Q (153557.330000 sec): 3 clusters
  Score: Raw -339678.709605 + Penalty 2602.934973 = -337075.774633
  nChanged 67
		SP:Iteration 9Q (153557.390000 sec): 3 clusters
  Score: Raw -339719.819969 + Penalty 2602.934973 = -337116.884996
  nChanged 64
		SP:Iteration 10Q (153557.440000 sec): 3 clusters
  Score: Raw -339758.358729 + Penalty 2602.934973 = -337155.423756
  nChanged 61
		SP:Iteration 11Q (153557.500000 sec): 3 clusters
  Score: Raw -339796.471818 + Penalty 2602.934973 = -337193.536845
  nChanged 53
		SP:Iteration 12Q (153557.550000 sec): 3 clusters
  Score: Raw -339831.549157 + Penalty 2602.934973 = -337228.614184
  nChanged 57
		SP:Iteration 13Q (153557.600000 sec): 3 clusters
  Score: Raw -339859.816529 + Penalty 2602.934973 = -337256.881557
  nChanged 39
		SP:Iteration 14Q (153557.660000 sec): 3 clusters
  Score: Raw -339877.887304 + Penalty 2602.934973 = -337274.952331
  nChanged 27
		SP:Iteration 15Q (153557.710000 sec): 3 clusters
  Score: Raw -339892.808529 + Penalty 2602.934973 = -337289.873556
  nChanged 21
		SP:Iteration 16Q (153557.760000 sec): 3 clusters
  Score: Raw -339900.746933 + Penalty 2602.934973 = -337297.811960
  nChanged 22
		SP:Iteration 17Q (153557.820000 sec): 3 clusters
  Score: Raw -339912.829820 + Penalty 2602.934973 = -337309.894848
  nChanged 20
		SP:Iteration 18Q (153557.870000 sec): 3 clusters
  Score: Raw -339923.498085 + Penalty 2602.934973 = -337320.563112
  nChanged 19
		SP:Iteration 19Q (153557.920000 sec): 3 clusters
  Score: Raw -339932.481939 + Penalty 2602.934973 = -337329.546966
  nChanged 14
		SP:Iteration 20F (153557.980000 sec): 3 clusters
  Score: Raw -339938.229496 + Penalty 2602.934973 = -337335.294524
  nChanged 15
		SP:Iteration 21Q (153558.030000 sec): 3 clusters
  Score: Raw -339945.950988 + Penalty 2602.934973 = -337343.016015
  nChanged 15
		SP:Iteration 22Q (153558.080000 sec): 3 clusters
  Score: Raw -339953.571983 + Penalty 2602.934973 = -337350.637010
  nChanged 17
		SP:Iteration 23Q (153558.140000 sec): 3 clusters
  Score: Raw -339960.860621 + Penalty 2602.934973 = -337357.925649
  nChanged 19
		SP:Iteration 24Q (153558.190000 sec): 3 clusters
  Score: Raw -339972.450624 + Penalty 2602.934973 = -337369.515651
  nChanged 17
		SP:Iteration 25Q (153558.240000 sec): 3 clusters
  Score: Raw -339981.323907 + Penalty 2602.934973 = -337378.388934
  nChanged 17
		SP:Iteration 26Q (153558.300000 sec): 3 clusters
  Score: Raw -339989.542776 + Penalty 2602.934973 = -337386.607804
  nChanged 17
		SP:Iteration 27Q (153558.350000 sec): 3 clusters
  Score: Raw -340000.091890 + Penalty 2602.934973 = -337397.156917
  nChanged 19
		SP:Iteration 28Q (153558.400000 sec): 3 clusters
  Score: Raw -340011.529037 + Penalty 2602.934973 = -337408.594065
  nChanged 17
		SP:Iteration 29Q (153558.450000 sec): 3 clusters
  Score: Raw -340021.525517 + Penalty 2602.934973 = -337418.590545
  nChanged 12
		SP:Iteration 30Q (153558.510000 sec): 3 clusters
  Score: Raw -340029.312784 + Penalty 2602.934973 = -337426.377811
  nChanged 16
		SP:Iteration 31Q (153558.560000 sec): 3 clusters
  Score: Raw -340037.935898 + Penalty 2602.934973 = -337435.000925
  nChanged 9
		SP:Iteration 32Q (153558.620000 sec): 3 clusters
  Score: Raw -340043.027186 + Penalty 2602.934973 = -337440.092213
  nChanged 8
		SP:Iteration 33Q (153558.670000 sec): 3 clusters
  Score: Raw -340046.466381 + Penalty 2602.934973 = -337443.531408
  nChanged 4
		SP:Iteration 34Q (153558.720000 sec): 3 clusters
  Score: Raw -340047.919149 + Penalty 2602.934973 = -337444.984176
  nChanged 2
		SP:Iteration 35Q (153558.770000 sec): 3 clusters
  Score: Raw -340048.960785 + Penalty 2602.934973 = -337446.025813
  nChanged 2
		SP:Iteration 36Q (153558.820000 sec): 3 clusters
  Score: Raw -340049.271714 + Penalty 2602.934973 = -337446.336741
  nChanged 2
		SP:Iteration 37Q (153558.880000 sec): 3 clusters
  Score: Raw -340049.521810 + Penalty 2602.934973 = -337446.586837
  nChanged 1
		SP:Iteration 38Q (153558.930000 sec): 3 clusters
  Score: Raw -340049.704841 + Penalty 2602.934973 = -337446.769869
  nChanged 0
		SP:Iteration 39F (153558.980000 sec): 3 clusters
  Score: Raw -340049.704841 + Penalty 2602.934973 = -337446.769869
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 74 (7223 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (153559.080000 sec): 2 clusters
  Score: Raw -819218.730662 + Penalty 1443.816669 = -817774.913992
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (153559.220000 sec): 3 clusters
  Score: Raw -815294.109602 + Penalty 2887.633339 = -812406.476263
  nChanged 3072
		SP:Iteration 1F (153559.340000 sec): 3 clusters
  Score: Raw -817060.724531 + Penalty 2887.633339 = -814173.091192
  nChanged 520
		SP:Iteration 2F (153559.460000 sec): 3 clusters
  Score: Raw -817370.038080 + Penalty 2887.633339 = -814482.404741
  nChanged 451
		SP:Iteration 3F (153559.580000 sec): 3 clusters
  Score: Raw -817641.975797 + Penalty 2887.633339 = -814754.342458
  nChanged 427
		SP:Iteration 4F (153559.700000 sec): 3 clusters
  Score: Raw -817930.558396 + Penalty 2887.633339 = -815042.925057
  nChanged 404
		SP:Iteration 5F (153559.820000 sec): 3 clusters
  Score: Raw -818191.579845 + Penalty 2887.633339 = -815303.946506
  nChanged 326
		SP:Iteration 6Q (153559.940000 sec): 3 clusters
  Score: Raw -818402.912776 + Penalty 2887.633339 = -815515.279438
  nChanged 265
		SP:Iteration 7Q (153560.060000 sec): 3 clusters
  Score: Raw -818580.052726 + Penalty 2887.633339 = -815692.419387
  nChanged 235
		SP:Iteration 8Q (153560.180000 sec): 3 clusters
  Score: Raw -818742.311567 + Penalty 2887.633339 = -815854.678228
  nChanged 181
		SP:Iteration 9Q (153560.300000 sec): 3 clusters
  Score: Raw -818872.507285 + Penalty 2887.633339 = -815984.873946
  nChanged 156
		SP:Iteration 10Q (153560.420000 sec): 3 clusters
  Score: Raw -818974.808394 + Penalty 2887.633339 = -816087.175055
  nChanged 134
		SP:Iteration 11Q (153560.540000 sec): 3 clusters
  Score: Raw -819076.794382 + Penalty 2887.633339 = -816189.161043
  nChanged 105
		SP:Iteration 12Q (153560.670000 sec): 3 clusters
  Score: Raw -819154.842609 + Penalty 2887.633339 = -816267.209270
  nChanged 82
		SP:Iteration 13Q (153560.790000 sec): 3 clusters
  Score: Raw -819204.142466 + Penalty 2887.633339 = -816316.509127
  nChanged 63
		SP:Iteration 14Q (153560.920000 sec): 3 clusters
  Score: Raw -819246.949106 + Penalty 2887.633339 = -816359.315767
  nChanged 54
		SP:Iteration 15Q (153561.040000 sec): 3 clusters
  Score: Raw -819277.939862 + Penalty 2887.633339 = -816390.306523
  nChanged 46
		SP:Iteration 16Q (153561.170000 sec): 3 clusters
  Score: Raw -819306.992562 + Penalty 2887.633339 = -816419.359223
  nChanged 41
		SP:Iteration 17Q (153561.290000 sec): 3 clusters
  Score: Raw -819330.260830 + Penalty 2887.633339 = -816442.627491
  nChanged 34
		SP:Iteration 18Q (153561.410000 sec): 3 clusters
  Score: Raw -819357.089540 + Penalty 2887.633339 = -816469.456201
  nChanged 36
		SP:Iteration 19Q (153561.540000 sec): 3 clusters
  Score: Raw -819386.834764 + Penalty 2887.633339 = -816499.201425
  nChanged 29
		SP:Iteration 20F (153561.670000 sec): 3 clusters
  Score: Raw -819410.495450 + Penalty 2887.633339 = -816522.862111
  nChanged 23
		SP:Iteration 21Q (153561.790000 sec): 3 clusters
  Score: Raw -819423.896724 + Penalty 2887.633339 = -816536.263385
  nChanged 21
		SP:Iteration 22Q (153561.910000 sec): 3 clusters
  Score: Raw -819434.164537 + Penalty 2887.633339 = -816546.531199
  nChanged 15
		SP:Iteration 23Q (153562.030000 sec): 3 clusters
  Score: Raw -819441.506822 + Penalty 2887.633339 = -816553.873483
  nChanged 12
		SP:Iteration 24Q (153562.160000 sec): 3 clusters
  Score: Raw -819445.536303 + Penalty 2887.633339 = -816557.902964
  nChanged 8
		SP:Iteration 25Q (153562.280000 sec): 3 clusters
  Score: Raw -819449.337302 + Penalty 2887.633339 = -816561.703963
  nChanged 5
		SP:Iteration 26Q (153562.400000 sec): 3 clusters
  Score: Raw -819450.958953 + Penalty 2887.633339 = -816563.325615
  nChanged 4
		SP:Iteration 27Q (153562.520000 sec): 3 clusters
  Score: Raw -819452.934304 + Penalty 2887.633339 = -816565.300966
  nChanged 6
		SP:Iteration 28Q (153562.650000 sec): 3 clusters
  Score: Raw -819455.872010 + Penalty 2887.633339 = -816568.238671
  nChanged 5
		SP:Iteration 29Q (153562.770000 sec): 3 clusters
  Score: Raw -819459.432444 + Penalty 2887.633339 = -816571.799105
  nChanged 7
		SP:Iteration 30Q (153562.890000 sec): 3 clusters
  Score: Raw -819461.274666 + Penalty 2887.633339 = -816573.641327
  nChanged 3
		SP:Iteration 31Q (153563.010000 sec): 3 clusters
  Score: Raw -819463.097883 + Penalty 2887.633339 = -816575.464544
  nChanged 6
		SP:Iteration 32Q (153563.130000 sec): 3 clusters
  Score: Raw -819466.388639 + Penalty 2887.633339 = -816578.755300
  nChanged 4
		SP:Iteration 33Q (153563.250000 sec): 3 clusters
  Score: Raw -819468.307469 + Penalty 2887.633339 = -816580.674130
  nChanged 6
		SP:Iteration 34Q (153563.370000 sec): 3 clusters
  Score: Raw -819471.679204 + Penalty 2887.633339 = -816584.045865
  nChanged 6
		SP:Iteration 35Q (153563.500000 sec): 3 clusters
  Score: Raw -819473.342171 + Penalty 2887.633339 = -816585.708832
  nChanged 5
		SP:Iteration 36Q (153563.620000 sec): 3 clusters
  Score: Raw -819474.928756 + Penalty 2887.633339 = -816587.295418
  nChanged 6
		SP:Iteration 37Q (153563.740000 sec): 3 clusters
  Score: Raw -819478.038193 + Penalty 2887.633339 = -816590.404854
  nChanged 8
		SP:Iteration 38Q (153563.860000 sec): 3 clusters
  Score: Raw -819482.017317 + Penalty 2887.633339 = -816594.383978
  nChanged 8
		SP:Iteration 39Q (153563.990000 sec): 3 clusters
  Score: Raw -819485.140246 + Penalty 2887.633339 = -816597.506907
  nChanged 4
		SP:Iteration 40F (153564.110000 sec): 3 clusters
  Score: Raw -819488.868006 + Penalty 2887.633339 = -816601.234667
  nChanged 6
		SP:Iteration 41Q (153564.230000 sec): 3 clusters
  Score: Raw -819491.570280 + Penalty 2887.633339 = -816603.936941
  nChanged 4
		SP:Iteration 42Q (153564.360000 sec): 3 clusters
  Score: Raw -819494.797525 + Penalty 2887.633339 = -816607.164186
  nChanged 6
		SP:Iteration 43Q (153564.480000 sec): 3 clusters
  Score: Raw -819499.694016 + Penalty 2887.633339 = -816612.060677
  nChanged 3
		SP:Iteration 44Q (153564.600000 sec): 3 clusters
  Score: Raw -819501.163197 + Penalty 2887.633339 = -816613.529858
  nChanged 1
		SP:Iteration 45Q (153564.730000 sec): 3 clusters
  Score: Raw -819502.653499 + Penalty 2887.633339 = -816615.020160
  nChanged 2
		SP:Iteration 46Q (153564.850000 sec): 3 clusters
  Score: Raw -819502.954663 + Penalty 2887.633339 = -816615.321324
  nChanged 1
		SP:Iteration 47Q (153564.970000 sec): 3 clusters
  Score: Raw -819503.550337 + Penalty 2887.633339 = -816615.916998
  nChanged 2
		SP:Iteration 48Q (153565.090000 sec): 3 clusters
  Score: Raw -819504.356970 + Penalty 2887.633339 = -816616.723631
  nChanged 2
		SP:Iteration 49Q (153565.210000 sec): 3 clusters
  Score: Raw -819504.994037 + Penalty 2887.633339 = -816617.360698
  nChanged 0
		SP:Iteration 50F (153565.340000 sec): 3 clusters
  Score: Raw -819504.994037 + Penalty 2887.633339 = -816617.360698
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 75 (3424 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (153565.410000 sec): 2 clusters
  Score: Raw -385262.332190 + Penalty 1322.516770 = -383939.815420
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (153565.480000 sec): 3 clusters
  Score: Raw -383597.061028 + Penalty 2645.033540 = -380952.027488
  nChanged 1347
		SP:Iteration 1F (153565.550000 sec): 3 clusters
  Score: Raw -384605.707026 + Penalty 2645.033540 = -381960.673487
  nChanged 332
		SP:Iteration 2F (153565.620000 sec): 3 clusters
  Score: Raw -385023.435467 + Penalty 2645.033540 = -382378.401927
  nChanged 301
		SP:Iteration 3F (153565.680000 sec): 3 clusters
  Score: Raw -385533.122100 + Penalty 2645.033540 = -382888.088561
  nChanged 314
		SP:Iteration 4F (153565.750000 sec): 3 clusters
  Score: Raw -386101.836746 + Penalty 2645.033540 = -383456.803207
  nChanged 290
		SP:Iteration 5F (153565.810000 sec): 3 clusters
  Score: Raw -386654.545173 + Penalty 2645.033540 = -384009.511634
  nChanged 203
		SP:Iteration 6F (153565.870000 sec): 3 clusters
  Score: Raw -386996.312864 + Penalty 2645.033540 = -384351.279324
  nChanged 108
		SP:Iteration 7Q (153565.930000 sec): 3 clusters
  Score: Raw -387092.600967 + Penalty 2645.033540 = -384447.567428
  nChanged 50
		SP:Iteration 8Q (153565.990000 sec): 3 clusters
  Score: Raw -387114.009525 + Penalty 2645.033540 = -384468.975985
  nChanged 23
		SP:Iteration 9Q (153566.050000 sec): 3 clusters
  Score: Raw -387123.361690 + Penalty 2645.033540 = -384478.328151
  nChanged 11
		SP:Iteration 10Q (153566.100000 sec): 3 clusters
  Score: Raw -387129.535102 + Penalty 2645.033540 = -384484.501562
  nChanged 8
		SP:Iteration 11Q (153566.160000 sec): 3 clusters
  Score: Raw -387132.705384 + Penalty 2645.033540 = -384487.671844
  nChanged 6
		SP:Iteration 12Q (153566.220000 sec): 3 clusters
  Score: Raw -387134.256831 + Penalty 2645.033540 = -384489.223292
  nChanged 3
		SP:Iteration 13Q (153566.270000 sec): 3 clusters
  Score: Raw -387135.124571 + Penalty 2645.033540 = -384490.091032
  nChanged 2
		SP:Iteration 14Q (153566.330000 sec): 3 clusters
  Score: Raw -387135.502652 + Penalty 2645.033540 = -384490.469112
  nChanged 1
		SP:Iteration 15Q (153566.390000 sec): 3 clusters
  Score: Raw -387135.630433 + Penalty 2645.033540 = -384490.596894
  nChanged 0
		SP:Iteration 16F (153566.450000 sec): 3 clusters
  Score: Raw -387135.630433 + Penalty 2645.033540 = -384490.596894
  nChanged 0
  Score: Raw -119115575.886653 + Penalty 254291.453274 = -118861284.433379

Splitting cluster 75 changes total score from -118861421.788835 to -118861284.433379

 So it's not getting split.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 76 (4708 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (153910.050000 sec): 2 clusters
  Score: Raw -586144.918772 + Penalty 1374.265501 = -584770.653271
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (153910.160000 sec): 3 clusters
  Score: Raw -583748.020374 + Penalty 2748.531002 = -580999.489372
  nChanged 1851
		SP:Iteration 1F (153910.250000 sec): 3 clusters
  Score: Raw -584727.629936 + Penalty 2748.531002 = -581979.098933
  nChanged 316
		SP:Iteration 2F (153910.330000 sec): 3 clusters
  Score: Raw -584882.915512 + Penalty 2748.531002 = -582134.384510
  nChanged 228
		SP:Iteration 3Q (153910.420000 sec): 3 clusters
  Score: Raw -584978.219703 + Penalty 2748.531002 = -582229.688701
  nChanged 188
		SP:Iteration 4Q (153910.500000 sec): 3 clusters
  Score: Raw -585059.518733 + Penalty 2748.531002 = -582310.987731
  nChanged 156
		SP:Iteration 5Q (153910.590000 sec): 3 clusters
  Score: Raw -585129.055621 + Penalty 2748.531002 = -582380.524619
  nChanged 164
		SP:Iteration 6Q (153910.670000 sec): 3 clusters
  Score: Raw -585202.951278 + Penalty 2748.531002 = -582454.420276
  nChanged 161
		SP:Iteration 7Q (153910.760000 sec): 3 clusters
  Score: Raw -585282.594325 + Penalty 2748.531002 = -582534.063323
  nChanged 178
		SP:Iteration 8Q (153910.840000 sec): 3 clusters
  Score: Raw -585380.260689 + Penalty 2748.531002 = -582631.729687
  nChanged 174
		SP:Iteration 9Q (153910.930000 sec): 3 clusters
  Score: Raw -585474.002027 + Penalty 2748.531002 = -582725.471025
  nChanged 179
		SP:Iteration 10Q (153911.010000 sec): 3 clusters
  Score: Raw -585567.967510 + Penalty 2748.531002 = -582819.436507
  nChanged 146
		SP:Iteration 11Q (153911.100000 sec): 3 clusters
  Score: Raw -585642.924555 + Penalty 2748.531002 = -582894.393553
  nChanged 126
		SP:Iteration 12Q (153911.180000 sec): 3 clusters
  Score: Raw -585710.232441 + Penalty 2748.531002 = -582961.701438
  nChanged 118
		SP:Iteration 13Q (153911.270000 sec): 3 clusters
  Score: Raw -585770.481079 + Penalty 2748.531002 = -583021.950077
  nChanged 103
		SP:Iteration 14Q (153911.350000 sec): 3 clusters
  Score: Raw -585823.448441 + Penalty 2748.531002 = -583074.917439
  nChanged 96
		SP:Iteration 15Q (153911.440000 sec): 3 clusters
  Score: Raw -585877.514115 + Penalty 2748.531002 = -583128.983113
  nChanged 87
		SP:Iteration 16Q (153911.520000 sec): 3 clusters
  Score: Raw -585933.069134 + Penalty 2748.531002 = -583184.538131
  nChanged 78
		SP:Iteration 17Q (153911.600000 sec): 3 clusters
  Score: Raw -585977.754479 + Penalty 2748.531002 = -583229.223477
  nChanged 64
		SP:Iteration 18Q (153911.690000 sec): 3 clusters
  Score: Raw -586014.924192 + Penalty 2748.531002 = -583266.393190
  nChanged 55
		SP:Iteration 19Q (153911.770000 sec): 3 clusters
  Score: Raw -586044.597769 + Penalty 2748.531002 = -583296.066767
  nChanged 47
		SP:Iteration 20F (153911.860000 sec): 3 clusters
  Score: Raw -586070.399220 + Penalty 2748.531002 = -583321.868217
  nChanged 47
		SP:Iteration 21Q (153911.940000 sec): 3 clusters
  Score: Raw -586092.759192 + Penalty 2748.531002 = -583344.228190
  nChanged 37
		SP:Iteration 22Q (153912.020000 sec): 3 clusters
  Score: Raw -586113.620980 + Penalty 2748.531002 = -583365.089978
  nChanged 43
		SP:Iteration 23Q (153912.100000 sec): 3 clusters
  Score: Raw -586137.122185 + Penalty 2748.531002 = -583388.591183
  nChanged 39
		SP:Iteration 24Q (153912.190000 sec): 3 clusters
  Score: Raw -586160.991616 + Penalty 2748.531002 = -583412.460613
  nChanged 43
		SP:Iteration 25Q (153912.270000 sec): 3 clusters
  Score: Raw -586187.040017 + Penalty 2748.531002 = -583438.509014
  nChanged 34
		SP:Iteration 26Q (153912.350000 sec): 3 clusters
  Score: Raw -586208.882778 + Penalty 2748.531002 = -583460.351775
  nChanged 33
		SP:Iteration 27Q (153912.440000 sec): 3 clusters
  Score: Raw -586232.169558 + Penalty 2748.531002 = -583483.638556
  nChanged 28
		SP:Iteration 28Q (153912.520000 sec): 3 clusters
  Score: Raw -586254.082511 + Penalty 2748.531002 = -583505.551509
  nChanged 19
		SP:Iteration 29Q (153912.600000 sec): 3 clusters
  Score: Raw -586264.789189 + Penalty 2748.531002 = -583516.258186
  nChanged 16
		SP:Iteration 30Q (153912.680000 sec): 3 clusters
  Score: Raw -586274.038501 + Penalty 2748.531002 = -583525.507499
  nChanged 15
		SP:Iteration 31Q (153912.770000 sec): 3 clusters
  Score: Raw -586283.894989 + Penalty 2748.531002 = -583535.363987
  nChanged 11
		SP:Iteration 32Q (153912.850000 sec): 3 clusters
  Score: Raw -586289.897580 + Penalty 2748.531002 = -583541.366577
  nChanged 5
		SP:Iteration 33Q (153912.930000 sec): 3 clusters
  Score: Raw -586293.239528 + Penalty 2748.531002 = -583544.708526
  nChanged 5
		SP:Iteration 34Q (153913.010000 sec): 3 clusters
  Score: Raw -586297.200719 + Penalty 2748.531002 = -583548.669717
  nChanged 7
		SP:Iteration 35Q (153913.100000 sec): 3 clusters
  Score: Raw -586301.387559 + Penalty 2748.531002 = -583552.856557
  nChanged 6
		SP:Iteration 36Q (153913.180000 sec): 3 clusters
  Score: Raw -586303.359444 + Penalty 2748.531002 = -583554.828442
  nChanged 3
		SP:Iteration 37Q (153913.260000 sec): 3 clusters
  Score: Raw -586305.289449 + Penalty 2748.531002 = -583556.758447
  nChanged 5
		SP:Iteration 38Q (153913.340000 sec): 3 clusters
  Score: Raw -586308.273470 + Penalty 2748.531002 = -583559.742468
  nChanged 10
		SP:Iteration 39Q (153913.420000 sec): 3 clusters
  Score: Raw -586315.068280 + Penalty 2748.531002 = -583566.537278
  nChanged 9
		SP:Iteration 40F (153913.500000 sec): 3 clusters
  Score: Raw -586321.315504 + Penalty 2748.531002 = -583572.784502
  nChanged 4
		SP:Iteration 41Q (153913.590000 sec): 3 clusters
  Score: Raw -586323.746879 + Penalty 2748.531002 = -583575.215877
  nChanged 4
		SP:Iteration 42Q (153913.670000 sec): 3 clusters
  Score: Raw -586326.072372 + Penalty 2748.531002 = -583577.541370
  nChanged 2
		SP:Iteration 43Q (153913.750000 sec): 3 clusters
  Score: Raw -586326.772316 + Penalty 2748.531002 = -583578.241314
  nChanged 1
		SP:Iteration 44Q (153913.830000 sec): 3 clusters
  Score: Raw -586327.151203 + Penalty 2748.531002 = -583578.620200
  nChanged 0
		SP:Iteration 45F (153913.920000 sec): 3 clusters
  Score: Raw -586327.151203 + Penalty 2748.531002 = -583578.620200
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 77 (6872 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (153914.010000 sec): 2 clusters
  Score: Raw -807848.608144 + Penalty 1435.721700 = -806412.886443
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (153914.140000 sec): 3 clusters
  Score: Raw -804121.027800 + Penalty 2871.443401 = -801249.584399
  nChanged 2906
		SP:Iteration 1F (153914.250000 sec): 3 clusters
  Score: Raw -805754.621380 + Penalty 2871.443401 = -802883.177979
  nChanged 527
		SP:Iteration 2F (153914.370000 sec): 3 clusters
  Score: Raw -806081.250324 + Penalty 2871.443401 = -803209.806923
  nChanged 400
		SP:Iteration 3F (153914.480000 sec): 3 clusters
  Score: Raw -806303.658772 + Penalty 2871.443401 = -803432.215371
  nChanged 366
		SP:Iteration 4F (153914.600000 sec): 3 clusters
  Score: Raw -806493.974269 + Penalty 2871.443401 = -803622.530868
  nChanged 294
		SP:Iteration 5Q (153914.720000 sec): 3 clusters
  Score: Raw -806647.555483 + Penalty 2871.443401 = -803776.112082
  nChanged 278
		SP:Iteration 6Q (153914.840000 sec): 3 clusters
  Score: Raw -806786.293549 + Penalty 2871.443401 = -803914.850148
  nChanged 270
		SP:Iteration 7Q (153914.950000 sec): 3 clusters
  Score: Raw -806928.377761 + Penalty 2871.443401 = -804056.934360
  nChanged 263
		SP:Iteration 8Q (153915.070000 sec): 3 clusters
  Score: Raw -807068.355579 + Penalty 2871.443401 = -804196.912178
  nChanged 236
		SP:Iteration 9Q (153915.180000 sec): 3 clusters
  Score: Raw -807189.089751 + Penalty 2871.443401 = -804317.646350
  nChanged 212
		SP:Iteration 10Q (153915.300000 sec): 3 clusters
  Score: Raw -807303.634900 + Penalty 2871.443401 = -804432.191500
  nChanged 196
		SP:Iteration 11Q (153915.420000 sec): 3 clusters
  Score: Raw -807404.478306 + Penalty 2871.443401 = -804533.034905
  nChanged 183
		SP:Iteration 12Q (153915.540000 sec): 3 clusters
  Score: Raw -807503.098434 + Penalty 2871.443401 = -804631.655033
  nChanged 171
		SP:Iteration 13Q (153915.650000 sec): 3 clusters
  Score: Raw -807586.561903 + Penalty 2871.443401 = -804715.118503
  nChanged 146
		SP:Iteration 14Q (153915.770000 sec): 3 clusters
  Score: Raw -807651.043207 + Penalty 2871.443401 = -804779.599806
  nChanged 125
		SP:Iteration 15Q (153915.880000 sec): 3 clusters
  Score: Raw -807704.993623 + Penalty 2871.443401 = -804833.550222
  nChanged 132
		SP:Iteration 16Q (153916.000000 sec): 3 clusters
  Score: Raw -807773.919764 + Penalty 2871.443401 = -804902.476364
  nChanged 109
		SP:Iteration 17Q (153916.120000 sec): 3 clusters
  Score: Raw -807823.144961 + Penalty 2871.443401 = -804951.701560
  nChanged 87
		SP:Iteration 18Q (153916.230000 sec): 3 clusters
  Score: Raw -807863.275267 + Penalty 2871.443401 = -804991.831867
  nChanged 90
		SP:Iteration 19Q (153916.350000 sec): 3 clusters
  Score: Raw -807892.927931 + Penalty 2871.443401 = -805021.484530
  nChanged 74
		SP:Iteration 20F (153916.470000 sec): 3 clusters
  Score: Raw -807919.759979 + Penalty 2871.443401 = -805048.316578
  nChanged 74
		SP:Iteration 21Q (153916.580000 sec): 3 clusters
  Score: Raw -807943.456199 + Penalty 2871.443401 = -805072.012798
  nChanged 56
		SP:Iteration 22Q (153916.700000 sec): 3 clusters
  Score: Raw -807961.523714 + Penalty 2871.443401 = -805090.080313
  nChanged 53
		SP:Iteration 23Q (153916.820000 sec): 3 clusters
  Score: Raw -807978.272095 + Penalty 2871.443401 = -805106.828694
  nChanged 64
		SP:Iteration 24Q (153916.940000 sec): 3 clusters
  Score: Raw -807999.199424 + Penalty 2871.443401 = -805127.756023
  nChanged 53
		SP:Iteration 25Q (153917.060000 sec): 3 clusters
  Score: Raw -808014.744651 + Penalty 2871.443401 = -805143.301250
  nChanged 44
		SP:Iteration 26Q (153917.170000 sec): 3 clusters
  Score: Raw -808027.574405 + Penalty 2871.443401 = -805156.131004
  nChanged 38
		SP:Iteration 27Q (153917.290000 sec): 3 clusters
  Score: Raw -808039.991341 + Penalty 2871.443401 = -805168.547940
  nChanged 51
		SP:Iteration 28Q (153917.400000 sec): 3 clusters
  Score: Raw -808054.690098 + Penalty 2871.443401 = -805183.246698
  nChanged 54
		SP:Iteration 29Q (153917.520000 sec): 3 clusters
  Score: Raw -808067.812923 + Penalty 2871.443401 = -805196.369522
  nChanged 44
		SP:Iteration 30Q (153917.640000 sec): 3 clusters
  Score: Raw -808078.160504 + Penalty 2871.443401 = -805206.717103
  nChanged 43
		SP:Iteration 31Q (153917.780000 sec): 3 clusters
  Score: Raw -808088.481173 + Penalty 2871.443401 = -805217.037772
  nChanged 31
		SP:Iteration 32Q (153917.900000 sec): 3 clusters
  Score: Raw -808095.456537 + Penalty 2871.443401 = -805224.013136
  nChanged 25
		SP:Iteration 33Q (153918.000000 sec): 3 clusters
  Score: Raw -808103.415788 + Penalty 2871.443401 = -805231.972387
  nChanged 33
		SP:Iteration 34Q (153918.100000 sec): 3 clusters
  Score: Raw -808114.637403 + Penalty 2871.443401 = -805243.194002
  nChanged 42
		SP:Iteration 35Q (153918.210000 sec): 3 clusters
  Score: Raw -808132.842995 + Penalty 2871.443401 = -805261.399594
  nChanged 41
		SP:Iteration 36Q (153918.310000 sec): 3 clusters
  Score: Raw -808147.178701 + Penalty 2871.443401 = -805275.735301
  nChanged 44
		SP:Iteration 37Q (153918.410000 sec): 3 clusters
  Score: Raw -808158.684873 + Penalty 2871.443401 = -805287.241472
  nChanged 32
		SP:Iteration 38Q (153918.520000 sec): 3 clusters
  Score: Raw -808166.833376 + Penalty 2871.443401 = -805295.389975
  nChanged 27
		SP:Iteration 39Q (153918.630000 sec): 3 clusters
  Score: Raw -808174.601855 + Penalty 2871.443401 = -805303.158455
  nChanged 25
		SP:Iteration 40F (153918.750000 sec): 3 clusters
  Score: Raw -808179.696925 + Penalty 2871.443401 = -805308.253524
  nChanged 15
		SP:Iteration 41Q (153918.860000 sec): 3 clusters
  Score: Raw -808182.253596 + Penalty 2871.443401 = -805310.810196
  nChanged 10
		SP:Iteration 42Q (153918.980000 sec): 3 clusters
  Score: Raw -808183.676242 + Penalty 2871.443401 = -805312.232841
  nChanged 6
		SP:Iteration 43Q (153919.100000 sec): 3 clusters
  Score: Raw -808184.326099 + Penalty 2871.443401 = -805312.882698
  nChanged 0
		SP:Iteration 44F (153919.220000 sec): 3 clusters
  Score: Raw -808184.326099 + Penalty 2871.443401 = -805312.882698
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 78 (4574 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (153919.300000 sec): 2 clusters
  Score: Raw -515763.177827 + Penalty 1369.573298 = -514393.604528
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (153919.390000 sec): 3 clusters
  Score: Raw -513432.831432 + Penalty 2739.146597 = -510693.684835
  nChanged 1840
		SP:Iteration 1F (153919.490000 sec): 3 clusters
  Score: Raw -514532.234549 + Penalty 2739.146597 = -511793.087952
  nChanged 368
		SP:Iteration 2F (153919.570000 sec): 3 clusters
  Score: Raw -514797.937271 + Penalty 2739.146597 = -512058.790674
  nChanged 294
		SP:Iteration 3F (153919.650000 sec): 3 clusters
  Score: Raw -515000.585729 + Penalty 2739.146597 = -512261.439132
  nChanged 240
		SP:Iteration 4F (153919.740000 sec): 3 clusters
  Score: Raw -515153.044567 + Penalty 2739.146597 = -512413.897970
  nChanged 214
		SP:Iteration 5Q (153919.820000 sec): 3 clusters
  Score: Raw -515302.009230 + Penalty 2739.146597 = -512562.862633
  nChanged 208
		SP:Iteration 6Q (153919.900000 sec): 3 clusters
  Score: Raw -515471.129201 + Penalty 2739.146597 = -512731.982604
  nChanged 211
		SP:Iteration 7Q (153919.980000 sec): 3 clusters
  Score: Raw -515637.523231 + Penalty 2739.146597 = -512898.376635
  nChanged 200
		SP:Iteration 8Q (153920.060000 sec): 3 clusters
  Score: Raw -515780.538025 + Penalty 2739.146597 = -513041.391428
  nChanged 183
		SP:Iteration 9Q (153920.140000 sec): 3 clusters
  Score: Raw -515916.126361 + Penalty 2739.146597 = -513176.979764
  nChanged 167
		SP:Iteration 10Q (153920.220000 sec): 3 clusters
  Score: Raw -516022.436983 + Penalty 2739.146597 = -513283.290386
  nChanged 121
		SP:Iteration 11Q (153920.310000 sec): 3 clusters
  Score: Raw -516095.726445 + Penalty 2739.146597 = -513356.579848
  nChanged 98
		SP:Iteration 12Q (153920.390000 sec): 3 clusters
  Score: Raw -516151.725233 + Penalty 2739.146597 = -513412.578636
  nChanged 85
		SP:Iteration 13Q (153920.470000 sec): 3 clusters
  Score: Raw -516200.123618 + Penalty 2739.146597 = -513460.977021
  nChanged 73
		SP:Iteration 14Q (153920.550000 sec): 3 clusters
  Score: Raw -516243.938004 + Penalty 2739.146597 = -513504.791407
  nChanged 60
		SP:Iteration 15Q (153920.630000 sec): 3 clusters
  Score: Raw -516274.935848 + Penalty 2739.146597 = -513535.789251
  nChanged 48
		SP:Iteration 16Q (153920.720000 sec): 3 clusters
  Score: Raw -516298.104474 + Penalty 2739.146597 = -513558.957877
  nChanged 35
		SP:Iteration 17Q (153920.800000 sec): 3 clusters
  Score: Raw -516313.695460 + Penalty 2739.146597 = -513574.548864
  nChanged 36
		SP:Iteration 18Q (153920.880000 sec): 3 clusters
  Score: Raw -516327.996595 + Penalty 2739.146597 = -513588.849998
  nChanged 27
		SP:Iteration 19Q (153920.960000 sec): 3 clusters
  Score: Raw -516338.614406 + Penalty 2739.146597 = -513599.467810
  nChanged 22
		SP:Iteration 20F (153921.040000 sec): 3 clusters
  Score: Raw -516346.794174 + Penalty 2739.146597 = -513607.647577
  nChanged 17
		SP:Iteration 21Q (153921.120000 sec): 3 clusters
  Score: Raw -516353.846653 + Penalty 2739.146597 = -513614.700056
  nChanged 15
		SP:Iteration 22Q (153921.210000 sec): 3 clusters
  Score: Raw -516360.348164 + Penalty 2739.146597 = -513621.201567
  nChanged 9
		SP:Iteration 23Q (153921.290000 sec): 3 clusters
  Score: Raw -516364.882182 + Penalty 2739.146597 = -513625.735585
  nChanged 14
		SP:Iteration 24Q (153921.370000 sec): 3 clusters
  Score: Raw -516370.891536 + Penalty 2739.146597 = -513631.744939
  nChanged 17
		SP:Iteration 25Q (153921.450000 sec): 3 clusters
  Score: Raw -516377.927460 + Penalty 2739.146597 = -513638.780863
  nChanged 8
		SP:Iteration 26Q (153921.530000 sec): 3 clusters
  Score: Raw -516381.858365 + Penalty 2739.146597 = -513642.711768
  nChanged 7
		SP:Iteration 27Q (153921.610000 sec): 3 clusters
  Score: Raw -516384.050619 + Penalty 2739.146597 = -513644.904022
  nChanged 8
		SP:Iteration 28Q (153921.690000 sec): 3 clusters
  Score: Raw -516388.519043 + Penalty 2739.146597 = -513649.372446
  nChanged 14
		SP:Iteration 29Q (153921.770000 sec): 3 clusters
  Score: Raw -516393.430020 + Penalty 2739.146597 = -513654.283423
  nChanged 10
		SP:Iteration 30Q (153921.850000 sec): 3 clusters
  Score: Raw -516398.464216 + Penalty 2739.146597 = -513659.317619
  nChanged 9
		SP:Iteration 31Q (153921.930000 sec): 3 clusters
  Score: Raw -516402.314423 + Penalty 2739.146597 = -513663.167826
  nChanged 15
		SP:Iteration 32Q (153922.010000 sec): 3 clusters
  Score: Raw -516408.870025 + Penalty 2739.146597 = -513669.723428
  nChanged 15
		SP:Iteration 33Q (153922.090000 sec): 3 clusters
  Score: Raw -516415.411670 + Penalty 2739.146597 = -513676.265073
  nChanged 15
		SP:Iteration 34Q (153922.170000 sec): 3 clusters
  Score: Raw -516421.266542 + Penalty 2739.146597 = -513682.119945
  nChanged 10
		SP:Iteration 35Q (153922.250000 sec): 3 clusters
  Score: Raw -516425.824948 + Penalty 2739.146597 = -513686.678351
  nChanged 7
		SP:Iteration 36Q (153922.330000 sec): 3 clusters
  Score: Raw -516428.919468 + Penalty 2739.146597 = -513689.772871
  nChanged 8
		SP:Iteration 37Q (153922.410000 sec): 3 clusters
  Score: Raw -516431.470955 + Penalty 2739.146597 = -513692.324358
  nChanged 9
		SP:Iteration 38Q (153922.490000 sec): 3 clusters
  Score: Raw -516436.004289 + Penalty 2739.146597 = -513696.857693
  nChanged 14
		SP:Iteration 39Q (153922.570000 sec): 3 clusters
  Score: Raw -516445.005627 + Penalty 2739.146597 = -513705.859031
  nChanged 11
		SP:Iteration 40F (153922.650000 sec): 3 clusters
  Score: Raw -516453.610960 + Penalty 2739.146597 = -513714.464364
  nChanged 19
		SP:Iteration 41Q (153922.730000 sec): 3 clusters
  Score: Raw -516466.593685 + Penalty 2739.146597 = -513727.447089
  nChanged 16
		SP:Iteration 42Q (153922.810000 sec): 3 clusters
  Score: Raw -516475.674444 + Penalty 2739.146597 = -513736.527847
  nChanged 12
		SP:Iteration 43Q (153922.890000 sec): 3 clusters
  Score: Raw -516482.876554 + Penalty 2739.146597 = -513743.729958
  nChanged 12
		SP:Iteration 44Q (153922.970000 sec): 3 clusters
  Score: Raw -516491.486753 + Penalty 2739.146597 = -513752.340156
  nChanged 7
		SP:Iteration 45Q (153923.050000 sec): 3 clusters
  Score: Raw -516496.400251 + Penalty 2739.146597 = -513757.253654
  nChanged 6
		SP:Iteration 46Q (153923.130000 sec): 3 clusters
  Score: Raw -516503.349563 + Penalty 2739.146597 = -513764.202966
  nChanged 7
		SP:Iteration 47Q (153923.210000 sec): 3 clusters
  Score: Raw -516507.536493 + Penalty 2739.146597 = -513768.389896
  nChanged 9
		SP:Iteration 48Q (153923.290000 sec): 3 clusters
  Score: Raw -516511.437431 + Penalty 2739.146597 = -513772.290834
  nChanged 6
		SP:Iteration 49Q (153923.370000 sec): 3 clusters
  Score: Raw -516517.877261 + Penalty 2739.146597 = -513778.730664
  nChanged 8
		SP:Iteration 50Q (153923.450000 sec): 3 clusters
  Score: Raw -516526.118022 + Penalty 2739.146597 = -513786.971425
  nChanged 7
		SP:Iteration 51Q (153923.530000 sec): 3 clusters
  Score: Raw -516535.708566 + Penalty 2739.146597 = -513796.561970
  nChanged 10
		SP:Iteration 52Q (153923.610000 sec): 3 clusters
  Score: Raw -516548.789106 + Penalty 2739.146597 = -513809.642510
  nChanged 7
		SP:Iteration 53Q (153923.690000 sec): 3 clusters
  Score: Raw -516556.972240 + Penalty 2739.146597 = -513817.825643
  nChanged 7
		SP:Iteration 54Q (153923.770000 sec): 3 clusters
  Score: Raw -516561.970308 + Penalty 2739.146597 = -513822.823711
  nChanged 6
		SP:Iteration 55Q (153923.840000 sec): 3 clusters
  Score: Raw -516565.768934 + Penalty 2739.146597 = -513826.622338
  nChanged 5
		SP:Iteration 56Q (153923.920000 sec): 3 clusters
  Score: Raw -516569.391419 + Penalty 2739.146597 = -513830.244822
  nChanged 2
		SP:Iteration 57Q (153924.000000 sec): 3 clusters
  Score: Raw -516570.125643 + Penalty 2739.146597 = -513830.979046
  nChanged 1
		SP:Iteration 58Q (153924.080000 sec): 3 clusters
  Score: Raw -516570.785976 + Penalty 2739.146597 = -513831.639379
  nChanged 0
		SP:Iteration 59F (153924.160000 sec): 3 clusters
  Score: Raw -516573.603424 + Penalty 2739.146597 = -513834.456828
  nChanged 2
		SP:Iteration 60F (153924.250000 sec): 3 clusters
  Score: Raw -516576.162325 + Penalty 2739.146597 = -513837.015729
  nChanged 2
		SP:Iteration 61Q (153924.330000 sec): 3 clusters
  Score: Raw -516577.563575 + Penalty 2739.146597 = -513838.416978
  nChanged 3
		SP:Iteration 62Q (153924.400000 sec): 3 clusters
  Score: Raw -516579.071572 + Penalty 2739.146597 = -513839.924975
  nChanged 1
		SP:Iteration 63Q (153924.480000 sec): 3 clusters
  Score: Raw -516579.942150 + Penalty 2739.146597 = -513840.795553
  nChanged 2
		SP:Iteration 64Q (153924.560000 sec): 3 clusters
  Score: Raw -516581.227709 + Penalty 2739.146597 = -513842.081112
  nChanged 1
		SP:Iteration 65Q (153924.640000 sec): 3 clusters
  Score: Raw -516581.911710 + Penalty 2739.146597 = -513842.765113
  nChanged 1
		SP:Iteration 66Q (153924.720000 sec): 3 clusters
  Score: Raw -516582.334591 + Penalty 2739.146597 = -513843.187994
  nChanged 0
		SP:Iteration 67F (153924.800000 sec): 3 clusters
  Score: Raw -516582.334591 + Penalty 2739.146597 = -513843.187994
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 79 (4919 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (153924.880000 sec): 2 clusters
  Score: Raw -586642.655138 + Penalty 1381.389837 = -585261.265301
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (153924.980000 sec): 3 clusters
  Score: Raw -584105.076198 + Penalty 2762.779674 = -581342.296524
  nChanged 1949
		SP:Iteration 1F (153925.070000 sec): 3 clusters
  Score: Raw -585109.376749 + Penalty 2762.779674 = -582346.597074
  nChanged 330
		SP:Iteration 2F (153925.160000 sec): 3 clusters
  Score: Raw -585274.296327 + Penalty 2762.779674 = -582511.516652
  nChanged 248
		SP:Iteration 3F (153925.250000 sec): 3 clusters
  Score: Raw -585393.657680 + Penalty 2762.779674 = -582630.878005
  nChanged 220
		SP:Iteration 4Q (153925.330000 sec): 3 clusters
  Score: Raw -585502.650666 + Penalty 2762.779674 = -582739.870992
  nChanged 208
		SP:Iteration 5Q (153925.420000 sec): 3 clusters
  Score: Raw -585598.932037 + Penalty 2762.779674 = -582836.152363
  nChanged 180
		SP:Iteration 6Q (153925.510000 sec): 3 clusters
  Score: Raw -585689.286013 + Penalty 2762.779674 = -582926.506338
  nChanged 183
		SP:Iteration 7Q (153925.600000 sec): 3 clusters
  Score: Raw -585794.709496 + Penalty 2762.779674 = -583031.929822
  nChanged 203
		SP:Iteration 8Q (153925.690000 sec): 3 clusters
  Score: Raw -585915.513175 + Penalty 2762.779674 = -583152.733501
  nChanged 202
		SP:Iteration 9Q (153925.770000 sec): 3 clusters
  Score: Raw -586045.260166 + Penalty 2762.779674 = -583282.480491
  nChanged 191
		SP:Iteration 10Q (153925.860000 sec): 3 clusters
  Score: Raw -586185.037170 + Penalty 2762.779674 = -583422.257495
  nChanged 194
		SP:Iteration 11Q (153925.950000 sec): 3 clusters
  Score: Raw -586329.691399 + Penalty 2762.779674 = -583566.911725
  nChanged 158
		SP:Iteration 12Q (153926.030000 sec): 3 clusters
  Score: Raw -586451.360576 + Penalty 2762.779674 = -583688.580902
  nChanged 131
		SP:Iteration 13Q (153926.120000 sec): 3 clusters
  Score: Raw -586561.756642 + Penalty 2762.779674 = -583798.976968
  nChanged 90
		SP:Iteration 14Q (153926.210000 sec): 3 clusters
  Score: Raw -586636.460247 + Penalty 2762.779674 = -583873.680572
  nChanged 55
		SP:Iteration 15Q (153926.290000 sec): 3 clusters
  Score: Raw -586680.708720 + Penalty 2762.779674 = -583917.929045
  nChanged 34
		SP:Iteration 16Q (153926.380000 sec): 3 clusters
  Score: Raw -586715.700749 + Penalty 2762.779674 = -583952.921074
  nChanged 27
		SP:Iteration 17Q (153926.470000 sec): 3 clusters
  Score: Raw -586742.347137 + Penalty 2762.779674 = -583979.567462
  nChanged 18
		SP:Iteration 18Q (153926.550000 sec): 3 clusters
  Score: Raw -586756.932062 + Penalty 2762.779674 = -583994.152387
  nChanged 11
		SP:Iteration 19Q (153926.630000 sec): 3 clusters
  Score: Raw -586767.076997 + Penalty 2762.779674 = -584004.297322
  nChanged 4
		SP:Iteration 20F (153926.720000 sec): 3 clusters
  Score: Raw -586769.868315 + Penalty 2762.779674 = -584007.088641
  nChanged 2
		SP:Iteration 21Q (153926.810000 sec): 3 clusters
  Score: Raw -586770.906964 + Penalty 2762.779674 = -584008.127289
  nChanged 1
		SP:Iteration 22Q (153926.890000 sec): 3 clusters
  Score: Raw -586771.924558 + Penalty 2762.779674 = -584009.144884
  nChanged 2
		SP:Iteration 23Q (153926.970000 sec): 3 clusters
  Score: Raw -586773.079264 + Penalty 2762.779674 = -584010.299590
  nChanged 1
		SP:Iteration 24Q (153927.060000 sec): 3 clusters
  Score: Raw -586773.552546 + Penalty 2762.779674 = -584010.772872
  nChanged 1
		SP:Iteration 25Q (153927.140000 sec): 3 clusters
  Score: Raw -586774.060340 + Penalty 2762.779674 = -584011.280665
  nChanged 1
		SP:Iteration 26Q (153927.230000 sec): 3 clusters
  Score: Raw -586774.546992 + Penalty 2762.779674 = -584011.767317
  nChanged 1
		SP:Iteration 27Q (153927.310000 sec): 3 clusters
  Score: Raw -586775.448738 + Penalty 2762.779674 = -584012.669063
  nChanged 0
		SP:Iteration 28F (153927.400000 sec): 3 clusters
  Score: Raw -586775.448738 + Penalty 2762.779674 = -584012.669063
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 80 (2135 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (153927.460000 sec): 2 clusters
  Score: Raw -235929.709378 + Penalty 1245.761063 = -234683.948315
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (153927.500000 sec): 3 clusters
  Score: Raw -234998.918336 + Penalty 2491.522126 = -232507.396210
  nChanged 775
		SP:Iteration 1F (153927.540000 sec): 3 clusters
  Score: Raw -235666.768421 + Penalty 2491.522126 = -233175.246295
  nChanged 233
		SP:Iteration 2F (153927.580000 sec): 3 clusters
  Score: Raw -235998.283673 + Penalty 2491.522126 = -233506.761547
  nChanged 186
		SP:Iteration 3F (153927.620000 sec): 3 clusters
  Score: Raw -236273.728011 + Penalty 2491.522126 = -233782.205886
  nChanged 133
		SP:Iteration 4F (153927.660000 sec): 3 clusters
  Score: Raw -236446.631043 + Penalty 2491.522126 = -233955.108917
  nChanged 80
		SP:Iteration 5Q (153927.700000 sec): 3 clusters
  Score: Raw -236528.462810 + Penalty 2491.522126 = -234036.940684
  nChanged 65
		SP:Iteration 6Q (153927.740000 sec): 3 clusters
  Score: Raw -236578.165833 + Penalty 2491.522126 = -234086.643707
  nChanged 44
		SP:Iteration 7Q (153927.770000 sec): 3 clusters
  Score: Raw -236610.340096 + Penalty 2491.522126 = -234118.817970
  nChanged 26
		SP:Iteration 8Q (153927.810000 sec): 3 clusters
  Score: Raw -236626.973502 + Penalty 2491.522126 = -234135.451377
  nChanged 12
		SP:Iteration 9Q (153927.850000 sec): 3 clusters
  Score: Raw -236636.484748 + Penalty 2491.522126 = -234144.962622
  nChanged 9
		SP:Iteration 10Q (153927.890000 sec): 3 clusters
  Score: Raw -236640.824181 + Penalty 2491.522126 = -234149.302055
  nChanged 4
		SP:Iteration 11Q (153927.930000 sec): 3 clusters
  Score: Raw -236643.070450 + Penalty 2491.522126 = -234151.548324
  nChanged 4
		SP:Iteration 12Q (153927.970000 sec): 3 clusters
  Score: Raw -236644.950431 + Penalty 2491.522126 = -234153.428305
  nChanged 4
		SP:Iteration 13Q (153928.010000 sec): 3 clusters
  Score: Raw -236648.191629 + Penalty 2491.522126 = -234156.669504
  nChanged 4
		SP:Iteration 14Q (153928.050000 sec): 3 clusters
  Score: Raw -236650.207899 + Penalty 2491.522126 = -234158.685773
  nChanged 3
		SP:Iteration 15Q (153928.080000 sec): 3 clusters
  Score: Raw -236650.930005 + Penalty 2491.522126 = -234159.407879
  nChanged 0
		SP:Iteration 16F (153928.120000 sec): 3 clusters
  Score: Raw -236650.930005 + Penalty 2491.522126 = -234159.407879
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 81 (2063 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (153928.190000 sec): 2 clusters
  Score: Raw -215633.996110 + Penalty 1240.186433 = -214393.809677
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (153928.230000 sec): 3 clusters
  Score: Raw -214762.953376 + Penalty 2480.372867 = -212282.580510
  nChanged 754
		SP:Iteration 1F (153928.270000 sec): 3 clusters
  Score: Raw -215414.633455 + Penalty 2480.372867 = -212934.260588
  nChanged 205
		SP:Iteration 2F (153928.310000 sec): 3 clusters
  Score: Raw -215678.577458 + Penalty 2480.372867 = -213198.204591
  nChanged 149
		SP:Iteration 3F (153928.340000 sec): 3 clusters
  Score: Raw -215857.852761 + Penalty 2480.372867 = -213377.479895
  nChanged 112
		SP:Iteration 4F (153928.380000 sec): 3 clusters
  Score: Raw -215981.567811 + Penalty 2480.372867 = -213501.194945
  nChanged 79
		SP:Iteration 5Q (153928.420000 sec): 3 clusters
  Score: Raw -216069.724994 + Penalty 2480.372867 = -213589.352127
  nChanged 71
		SP:Iteration 6Q (153928.460000 sec): 3 clusters
  Score: Raw -216138.835429 + Penalty 2480.372867 = -213658.462562
  nChanged 56
		SP:Iteration 7Q (153928.500000 sec): 3 clusters
  Score: Raw -216179.429708 + Penalty 2480.372867 = -213699.056841
  nChanged 35
		SP:Iteration 8Q (153928.530000 sec): 3 clusters
  Score: Raw -216203.083642 + Penalty 2480.372867 = -213722.710775
  nChanged 26
		SP:Iteration 9Q (153928.570000 sec): 3 clusters
  Score: Raw -216216.430213 + Penalty 2480.372867 = -213736.057346
  nChanged 12
		SP:Iteration 10Q (153928.610000 sec): 3 clusters
  Score: Raw -216223.391906 + Penalty 2480.372867 = -213743.019039
  nChanged 12
		SP:Iteration 11Q (153928.640000 sec): 3 clusters
  Score: Raw -216229.757490 + Penalty 2480.372867 = -213749.384623
  nChanged 12
		SP:Iteration 12Q (153928.680000 sec): 3 clusters
  Score: Raw -216236.872283 + Penalty 2480.372867 = -213756.499416
  nChanged 12
		SP:Iteration 13Q (153928.720000 sec): 3 clusters
  Score: Raw -216243.266974 + Penalty 2480.372867 = -213762.894107
  nChanged 13
		SP:Iteration 14Q (153928.760000 sec): 3 clusters
  Score: Raw -216248.628139 + Penalty 2480.372867 = -213768.255273
  nChanged 4
		SP:Iteration 15Q (153928.790000 sec): 3 clusters
  Score: Raw -216249.833464 + Penalty 2480.372867 = -213769.460597
  nChanged 4
		SP:Iteration 16Q (153928.830000 sec): 3 clusters
  Score: Raw -216251.517227 + Penalty 2480.372867 = -213771.144360
  nChanged 3
		SP:Iteration 17Q (153928.860000 sec): 3 clusters
  Score: Raw -216252.721333 + Penalty 2480.372867 = -213772.348466
  nChanged 3
		SP:Iteration 18Q (153928.900000 sec): 3 clusters
  Score: Raw -216254.387177 + Penalty 2480.372867 = -213774.014310
  nChanged 4
		SP:Iteration 19Q (153928.940000 sec): 3 clusters
  Score: Raw -216256.902170 + Penalty 2480.372867 = -213776.529303
  nChanged 5
		SP:Iteration 20F (153928.980000 sec): 3 clusters
  Score: Raw -216258.742779 + Penalty 2480.372867 = -213778.369912
  nChanged 1
		SP:Iteration 21Q (153929.010000 sec): 3 clusters
  Score: Raw -216259.013126 + Penalty 2480.372867 = -213778.640259
  nChanged 2
		SP:Iteration 22Q (153929.050000 sec): 3 clusters
  Score: Raw -216260.339887 + Penalty 2480.372867 = -213779.967021
  nChanged 1
		SP:Iteration 23Q (153929.090000 sec): 3 clusters
  Score: Raw -216260.904038 + Penalty 2480.372867 = -213780.531172
  nChanged 2
		SP:Iteration 24Q (153929.120000 sec): 3 clusters
  Score: Raw -216262.204493 + Penalty 2480.372867 = -213781.831626
  nChanged 3
		SP:Iteration 25Q (153929.160000 sec): 3 clusters
  Score: Raw -216264.721505 + Penalty 2480.372867 = -213784.348638
  nChanged 6
		SP:Iteration 26Q (153929.200000 sec): 3 clusters
  Score: Raw -216267.735071 + Penalty 2480.372867 = -213787.362204
  nChanged 4
		SP:Iteration 27Q (153929.240000 sec): 3 clusters
  Score: Raw -216270.392893 + Penalty 2480.372867 = -213790.020026
  nChanged 6
		SP:Iteration 28Q (153929.270000 sec): 3 clusters
  Score: Raw -216273.743994 + Penalty 2480.372867 = -213793.371127
  nChanged 2
		SP:Iteration 29Q (153929.310000 sec): 3 clusters
  Score: Raw -216275.475484 + Penalty 2480.372867 = -213795.102618
  nChanged 3
		SP:Iteration 30Q (153929.340000 sec): 3 clusters
  Score: Raw -216276.530963 + Penalty 2480.372867 = -213796.158096
  nChanged 1
		SP:Iteration 31Q (153929.380000 sec): 3 clusters
  Score: Raw -216276.862746 + Penalty 2480.372867 = -213796.489879
  nChanged 1
		SP:Iteration 32Q (153929.420000 sec): 3 clusters
  Score: Raw -216277.041886 + Penalty 2480.372867 = -213796.669019
  nChanged 1
		SP:Iteration 33Q (153929.460000 sec): 3 clusters
  Score: Raw -216277.190673 + Penalty 2480.372867 = -213796.817807
  nChanged 1
		SP:Iteration 34Q (153929.490000 sec): 3 clusters
  Score: Raw -216277.543797 + Penalty 2480.372867 = -213797.170931
  nChanged 3
		SP:Iteration 35Q (153929.520000 sec): 3 clusters
  Score: Raw -216279.582078 + Penalty 2480.372867 = -213799.209211
  nChanged 5
		SP:Iteration 36Q (153929.560000 sec): 3 clusters
  Score: Raw -216281.473353 + Penalty 2480.372867 = -213801.100487
  nChanged 3
		SP:Iteration 37Q (153929.600000 sec): 3 clusters
  Score: Raw -216282.409458 + Penalty 2480.372867 = -213802.036591
  nChanged 1
		SP:Iteration 38Q (153929.640000 sec): 3 clusters
  Score: Raw -216282.700166 + Penalty 2480.372867 = -213802.327299
  nChanged 0
		SP:Iteration 39F (153929.670000 sec): 3 clusters
  Score: Raw -216282.700166 + Penalty 2480.372867 = -213802.327299
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 82 (4157 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (153929.750000 sec): 2 clusters
  Score: Raw -470553.555625 + Penalty 1354.039203 = -469199.516423
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (153929.830000 sec): 3 clusters
  Score: Raw -468478.288218 + Penalty 2708.078405 = -465770.209813
  nChanged 1657
		SP:Iteration 1F (153929.910000 sec): 3 clusters
  Score: Raw -469529.924041 + Penalty 2708.078405 = -466821.845635
  nChanged 382
		SP:Iteration 2F (153929.990000 sec): 3 clusters
  Score: Raw -469820.098390 + Penalty 2708.078405 = -467112.019984
  nChanged 296
		SP:Iteration 3F (153930.070000 sec): 3 clusters
  Score: Raw -470024.845287 + Penalty 2708.078405 = -467316.766882
  nChanged 222
		SP:Iteration 4F (153930.150000 sec): 3 clusters
  Score: Raw -470166.856668 + Penalty 2708.078405 = -467458.778263
  nChanged 169
		SP:Iteration 5Q (153930.230000 sec): 3 clusters
  Score: Raw -470268.617186 + Penalty 2708.078405 = -467560.538781
  nChanged 153
		SP:Iteration 6Q (153930.310000 sec): 3 clusters
  Score: Raw -470360.844924 + Penalty 2708.078405 = -467652.766519
  nChanged 139
		SP:Iteration 7Q (153930.390000 sec): 3 clusters
  Score: Raw -470442.068311 + Penalty 2708.078405 = -467733.989906
  nChanged 109
		SP:Iteration 8Q (153930.470000 sec): 3 clusters
  Score: Raw -470500.105819 + Penalty 2708.078405 = -467792.027414
  nChanged 102
		SP:Iteration 9Q (153930.540000 sec): 3 clusters
  Score: Raw -470552.637045 + Penalty 2708.078405 = -467844.558640
  nChanged 95
		SP:Iteration 10Q (153930.620000 sec): 3 clusters
  Score: Raw -470597.521017 + Penalty 2708.078405 = -467889.442612
  nChanged 93
		SP:Iteration 11Q (153930.700000 sec): 3 clusters
  Score: Raw -470657.901735 + Penalty 2708.078405 = -467949.823329
  nChanged 87
		SP:Iteration 12Q (153930.780000 sec): 3 clusters
  Score: Raw -470717.420277 + Penalty 2708.078405 = -468009.341872
  nChanged 91
		SP:Iteration 13Q (153930.860000 sec): 3 clusters
  Score: Raw -470793.099343 + Penalty 2708.078405 = -468085.020938
  nChanged 105
		SP:Iteration 14Q (153930.940000 sec): 3 clusters
  Score: Raw -470860.535310 + Penalty 2708.078405 = -468152.456904
  nChanged 107
		SP:Iteration 15Q (153931.010000 sec): 3 clusters
  Score: Raw -470920.820782 + Penalty 2708.078405 = -468212.742377
  nChanged 75
		SP:Iteration 16Q (153931.090000 sec): 3 clusters
  Score: Raw -470955.118228 + Penalty 2708.078405 = -468247.039823
  nChanged 70
		SP:Iteration 17Q (153931.170000 sec): 3 clusters
  Score: Raw -470990.601600 + Penalty 2708.078405 = -468282.523194
  nChanged 55
		SP:Iteration 18Q (153931.240000 sec): 3 clusters
  Score: Raw -471013.961643 + Penalty 2708.078405 = -468305.883237
  nChanged 39
		SP:Iteration 19Q (153931.320000 sec): 3 clusters
  Score: Raw -471032.514731 + Penalty 2708.078405 = -468324.436326
  nChanged 51
		SP:Iteration 20F (153931.400000 sec): 3 clusters
  Score: Raw -471055.905607 + Penalty 2708.078405 = -468347.827201
  nChanged 46
		SP:Iteration 21Q (153931.480000 sec): 3 clusters
  Score: Raw -471075.694212 + Penalty 2708.078405 = -468367.615807
  nChanged 50
		SP:Iteration 22Q (153931.560000 sec): 3 clusters
  Score: Raw -471095.394755 + Penalty 2708.078405 = -468387.316350
  nChanged 34
		SP:Iteration 23Q (153931.640000 sec): 3 clusters
  Score: Raw -471111.804729 + Penalty 2708.078405 = -468403.726324
  nChanged 32
		SP:Iteration 24Q (153931.710000 sec): 3 clusters
  Score: Raw -471122.024571 + Penalty 2708.078405 = -468413.946165
  nChanged 24
		SP:Iteration 25Q (153931.790000 sec): 3 clusters
  Score: Raw -471129.173529 + Penalty 2708.078405 = -468421.095124
  nChanged 22
		SP:Iteration 26Q (153931.870000 sec): 3 clusters
  Score: Raw -471137.317356 + Penalty 2708.078405 = -468429.238951
  nChanged 25
		SP:Iteration 27Q (153931.940000 sec): 3 clusters
  Score: Raw -471146.548320 + Penalty 2708.078405 = -468438.469915
  nChanged 27
		SP:Iteration 28Q (153932.020000 sec): 3 clusters
  Score: Raw -471155.881670 + Penalty 2708.078405 = -468447.803265
  nChanged 24
		SP:Iteration 29Q (153932.100000 sec): 3 clusters
  Score: Raw -471167.618646 + Penalty 2708.078405 = -468459.540241
  nChanged 21
		SP:Iteration 30Q (153932.180000 sec): 3 clusters
  Score: Raw -471177.047137 + Penalty 2708.078405 = -468468.968732
  nChanged 18
		SP:Iteration 31Q (153932.250000 sec): 3 clusters
  Score: Raw -471182.304157 + Penalty 2708.078405 = -468474.225752
  nChanged 15
		SP:Iteration 32Q (153932.330000 sec): 3 clusters
  Score: Raw -471187.059196 + Penalty 2708.078405 = -468478.980791
  nChanged 18
		SP:Iteration 33Q (153932.410000 sec): 3 clusters
  Score: Raw -471194.259307 + Penalty 2708.078405 = -468486.180902
  nChanged 25
		SP:Iteration 34Q (153932.490000 sec): 3 clusters
  Score: Raw -471205.508501 + Penalty 2708.078405 = -468497.430096
  nChanged 27
		SP:Iteration 35Q (153932.560000 sec): 3 clusters
  Score: Raw -471217.706802 + Penalty 2708.078405 = -468509.628396
  nChanged 38
		SP:Iteration 36Q (153932.640000 sec): 3 clusters
  Score: Raw -471236.672058 + Penalty 2708.078405 = -468528.593653
  nChanged 37
		SP:Iteration 37Q (153932.720000 sec): 3 clusters
  Score: Raw -471254.845707 + Penalty 2708.078405 = -468546.767302
  nChanged 31
		SP:Iteration 38Q (153932.800000 sec): 3 clusters
  Score: Raw -471267.803750 + Penalty 2708.078405 = -468559.725344
  nChanged 26
		SP:Iteration 39Q (153932.870000 sec): 3 clusters
  Score: Raw -471281.307188 + Penalty 2708.078405 = -468573.228783
  nChanged 36
		SP:Iteration 40F (153932.950000 sec): 3 clusters
  Score: Raw -471299.378905 + Penalty 2708.078405 = -468591.300500
  nChanged 47
		SP:Iteration 41Q (153933.030000 sec): 3 clusters
  Score: Raw -471325.158280 + Penalty 2708.078405 = -468617.079875
  nChanged 47
		SP:Iteration 42Q (153933.100000 sec): 3 clusters
  Score: Raw -471348.704212 + Penalty 2708.078405 = -468640.625807
  nChanged 43
		SP:Iteration 43Q (153933.180000 sec): 3 clusters
  Score: Raw -471371.109848 + Penalty 2708.078405 = -468663.031443
  nChanged 34
		SP:Iteration 44Q (153933.260000 sec): 3 clusters
  Score: Raw -471384.675444 + Penalty 2708.078405 = -468676.597038
  nChanged 26
		SP:Iteration 45Q (153933.340000 sec): 3 clusters
  Score: Raw -471393.978778 + Penalty 2708.078405 = -468685.900373
  nChanged 24
		SP:Iteration 46Q (153933.410000 sec): 3 clusters
  Score: Raw -471403.739929 + Penalty 2708.078405 = -468695.661524
  nChanged 24
		SP:Iteration 47Q (153933.490000 sec): 3 clusters
  Score: Raw -471411.001159 + Penalty 2708.078405 = -468702.922754
  nChanged 17
		SP:Iteration 48Q (153933.570000 sec): 3 clusters
  Score: Raw -471417.260449 + Penalty 2708.078405 = -468709.182044
  nChanged 12
		SP:Iteration 49Q (153933.640000 sec): 3 clusters
  Score: Raw -471421.612996 + Penalty 2708.078405 = -468713.534591
  nChanged 12
		SP:Iteration 50Q (153933.720000 sec): 3 clusters
  Score: Raw -471425.590884 + Penalty 2708.078405 = -468717.512478
  nChanged 13
		SP:Iteration 51Q (153933.800000 sec): 3 clusters
  Score: Raw -471428.860856 + Penalty 2708.078405 = -468720.782451
  nChanged 14
		SP:Iteration 52Q (153933.870000 sec): 3 clusters
  Score: Raw -471432.460222 + Penalty 2708.078405 = -468724.381816
  nChanged 13
		SP:Iteration 53Q (153933.950000 sec): 3 clusters
  Score: Raw -471436.118993 + Penalty 2708.078405 = -468728.040588
  nChanged 4
		SP:Iteration 54Q (153934.020000 sec): 3 clusters
  Score: Raw -471436.934918 + Penalty 2708.078405 = -468728.856512
  nChanged 0
		SP:Iteration 55F (153934.100000 sec): 3 clusters
  Score: Raw -471436.934918 + Penalty 2708.078405 = -468728.856512
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 83 (3461 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (153934.180000 sec): 2 clusters
  Score: Raw -429904.451396 + Penalty 1324.263337 = -428580.188059
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (153934.240000 sec): 3 clusters
  Score: Raw -428206.261103 + Penalty 2648.526674 = -425557.734429
  nChanged 1385
		SP:Iteration 1F (153934.300000 sec): 3 clusters
  Score: Raw -429026.527625 + Penalty 2648.526674 = -426378.000951
  nChanged 246
		SP:Iteration 2F (153934.370000 sec): 3 clusters
  Score: Raw -429168.074972 + Penalty 2648.526674 = -426519.548297
  nChanged 173
		SP:Iteration 3Q (153934.440000 sec): 3 clusters
  Score: Raw -429254.423795 + Penalty 2648.526674 = -426605.897121
  nChanged 126
		SP:Iteration 4Q (153934.500000 sec): 3 clusters
  Score: Raw -429313.393772 + Penalty 2648.526674 = -426664.867098
  nChanged 96
		SP:Iteration 5Q (153934.560000 sec): 3 clusters
  Score: Raw -429355.590065 + Penalty 2648.526674 = -426707.063391
  nChanged 93
		SP:Iteration 6Q (153934.620000 sec): 3 clusters
  Score: Raw -429402.973522 + Penalty 2648.526674 = -426754.446847
  nChanged 95
		SP:Iteration 7Q (153934.690000 sec): 3 clusters
  Score: Raw -429452.587922 + Penalty 2648.526674 = -426804.061248
  nChanged 97
		SP:Iteration 8Q (153934.750000 sec): 3 clusters
  Score: Raw -429502.846594 + Penalty 2648.526674 = -426854.319920
  nChanged 94
		SP:Iteration 9Q (153934.810000 sec): 3 clusters
  Score: Raw -429561.242264 + Penalty 2648.526674 = -426912.715590
  nChanged 103
		SP:Iteration 10Q (153934.880000 sec): 3 clusters
  Score: Raw -429626.680466 + Penalty 2648.526674 = -426978.153792
  nChanged 99
		SP:Iteration 11Q (153934.940000 sec): 3 clusters
  Score: Raw -429691.282374 + Penalty 2648.526674 = -427042.755700
  nChanged 95
		SP:Iteration 12Q (153935.000000 sec): 3 clusters
  Score: Raw -429756.948358 + Penalty 2648.526674 = -427108.421683
  nChanged 76
		SP:Iteration 13Q (153935.060000 sec): 3 clusters
  Score: Raw -429809.021121 + Penalty 2648.526674 = -427160.494447
  nChanged 72
		SP:Iteration 14Q (153935.130000 sec): 3 clusters
  Score: Raw -429861.569467 + Penalty 2648.526674 = -427213.042792
  nChanged 66
		SP:Iteration 15Q (153935.190000 sec): 3 clusters
  Score: Raw -429909.732516 + Penalty 2648.526674 = -427261.205842
  nChanged 54
		SP:Iteration 16Q (153935.250000 sec): 3 clusters
  Score: Raw -429949.742468 + Penalty 2648.526674 = -427301.215794
  nChanged 57
		SP:Iteration 17Q (153935.320000 sec): 3 clusters
  Score: Raw -429997.880528 + Penalty 2648.526674 = -427349.353854
  nChanged 46
		SP:Iteration 18Q (153935.380000 sec): 3 clusters
  Score: Raw -430039.515595 + Penalty 2648.526674 = -427390.988921
  nChanged 34
		SP:Iteration 19Q (153935.440000 sec): 3 clusters
  Score: Raw -430064.017955 + Penalty 2648.526674 = -427415.491281
  nChanged 22
		SP:Iteration 20F (153935.500000 sec): 3 clusters
  Score: Raw -430079.624532 + Penalty 2648.526674 = -427431.097857
  nChanged 20
		SP:Iteration 21Q (153935.560000 sec): 3 clusters
  Score: Raw -430089.814406 + Penalty 2648.526674 = -427441.287732
  nChanged 13
		SP:Iteration 22Q (153935.620000 sec): 3 clusters
  Score: Raw -430099.877851 + Penalty 2648.526674 = -427451.351177
  nChanged 11
		SP:Iteration 23Q (153935.690000 sec): 3 clusters
  Score: Raw -430108.897475 + Penalty 2648.526674 = -427460.370801
  nChanged 6
		SP:Iteration 24Q (153935.750000 sec): 3 clusters
  Score: Raw -430113.121363 + Penalty 2648.526674 = -427464.594689
  nChanged 9
		SP:Iteration 25Q (153935.810000 sec): 3 clusters
  Score: Raw -430119.596997 + Penalty 2648.526674 = -427471.070323
  nChanged 1
		SP:Iteration 26Q (153935.870000 sec): 3 clusters
  Score: Raw -430120.019960 + Penalty 2648.526674 = -427471.493286
  nChanged 1
		SP:Iteration 27Q (153935.930000 sec): 3 clusters
  Score: Raw -430120.829603 + Penalty 2648.526674 = -427472.302929
  nChanged 1
		SP:Iteration 28Q (153936.000000 sec): 3 clusters
  Score: Raw -430121.266600 + Penalty 2648.526674 = -427472.739926
  nChanged 2
		SP:Iteration 29Q (153936.060000 sec): 3 clusters
  Score: Raw -430123.112217 + Penalty 2648.526674 = -427474.585543
  nChanged 2
		SP:Iteration 30Q (153936.120000 sec): 3 clusters
  Score: Raw -430124.778047 + Penalty 2648.526674 = -427476.251373
  nChanged 3
		SP:Iteration 31Q (153936.180000 sec): 3 clusters
  Score: Raw -430126.781811 + Penalty 2648.526674 = -427478.255137
  nChanged 3
		SP:Iteration 32Q (153936.240000 sec): 3 clusters
  Score: Raw -430129.192410 + Penalty 2648.526674 = -427480.665736
  nChanged 2
		SP:Iteration 33Q (153936.300000 sec): 3 clusters
  Score: Raw -430130.393468 + Penalty 2648.526674 = -427481.866794
  nChanged 1
		SP:Iteration 34Q (153936.360000 sec): 3 clusters
  Score: Raw -430131.014423 + Penalty 2648.526674 = -427482.487749
  nChanged 0
		SP:Iteration 35F (153936.430000 sec): 3 clusters
  Score: Raw -430131.014423 + Penalty 2648.526674 = -427482.487749
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 84 (2493 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (153936.510000 sec): 2 clusters
  Score: Raw -287050.020967 + Penalty 1270.951839 = -285779.069128
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (153936.560000 sec): 3 clusters
  Score: Raw -285904.329920 + Penalty 2541.903677 = -283362.426243
  nChanged 937
		SP:Iteration 1F (153936.610000 sec): 3 clusters
  Score: Raw -286500.127840 + Penalty 2541.903677 = -283958.224163
  nChanged 225
		SP:Iteration 2F (153936.660000 sec): 3 clusters
  Score: Raw -286671.967513 + Penalty 2541.903677 = -284130.063836
  nChanged 138
		SP:Iteration 3F (153936.700000 sec): 3 clusters
  Score: Raw -286781.330026 + Penalty 2541.903677 = -284239.426349
  nChanged 110
		SP:Iteration 4Q (153936.750000 sec): 3 clusters
  Score: Raw -286871.619310 + Penalty 2541.903677 = -284329.715633
  nChanged 110
		SP:Iteration 5Q (153936.800000 sec): 3 clusters
  Score: Raw -286962.635952 + Penalty 2541.903677 = -284420.732275
  nChanged 108
		SP:Iteration 6Q (153936.850000 sec): 3 clusters
  Score: Raw -287059.536632 + Penalty 2541.903677 = -284517.632955
  nChanged 91
		SP:Iteration 7Q (153936.900000 sec): 3 clusters
  Score: Raw -287158.338807 + Penalty 2541.903677 = -284616.435129
  nChanged 93
		SP:Iteration 8Q (153936.940000 sec): 3 clusters
  Score: Raw -287246.393916 + Penalty 2541.903677 = -284704.490239
  nChanged 82
		SP:Iteration 9Q (153936.990000 sec): 3 clusters
  Score: Raw -287324.026854 + Penalty 2541.903677 = -284782.123176
  nChanged 67
		SP:Iteration 10Q (153937.040000 sec): 3 clusters
  Score: Raw -287374.522889 + Penalty 2541.903677 = -284832.619212
  nChanged 52
		SP:Iteration 11Q (153937.080000 sec): 3 clusters
  Score: Raw -287403.919926 + Penalty 2541.903677 = -284862.016249
  nChanged 29
		SP:Iteration 12Q (153937.130000 sec): 3 clusters
  Score: Raw -287420.140141 + Penalty 2541.903677 = -284878.236464
  nChanged 20
		SP:Iteration 13Q (153937.170000 sec): 3 clusters
  Score: Raw -287426.623891 + Penalty 2541.903677 = -284884.720214
  nChanged 13
		SP:Iteration 14Q (153937.220000 sec): 3 clusters
  Score: Raw -287432.533839 + Penalty 2541.903677 = -284890.630162
  nChanged 6
		SP:Iteration 15Q (153937.270000 sec): 3 clusters
  Score: Raw -287434.683580 + Penalty 2541.903677 = -284892.779903
  nChanged 2
		SP:Iteration 16Q (153937.310000 sec): 3 clusters
  Score: Raw -287435.344821 + Penalty 2541.903677 = -284893.441144
  nChanged 6
		SP:Iteration 17Q (153937.360000 sec): 3 clusters
  Score: Raw -287437.830646 + Penalty 2541.903677 = -284895.926969
  nChanged 6
		SP:Iteration 18Q (153937.400000 sec): 3 clusters
  Score: Raw -287439.741927 + Penalty 2541.903677 = -284897.838250
  nChanged 4
		SP:Iteration 19Q (153937.450000 sec): 3 clusters
  Score: Raw -287441.626576 + Penalty 2541.903677 = -284899.722899
  nChanged 4
		SP:Iteration 20F (153937.500000 sec): 3 clusters
  Score: Raw -287443.145974 + Penalty 2541.903677 = -284901.242297
  nChanged 6
		SP:Iteration 21Q (153937.540000 sec): 3 clusters
  Score: Raw -287445.484594 + Penalty 2541.903677 = -284903.580917
  nChanged 5
		SP:Iteration 22Q (153937.590000 sec): 3 clusters
  Score: Raw -287446.964201 + Penalty 2541.903677 = -284905.060524
  nChanged 5
		SP:Iteration 23Q (153937.640000 sec): 3 clusters
  Score: Raw -287448.818396 + Penalty 2541.903677 = -284906.914719
  nChanged 5
		SP:Iteration 24Q (153937.690000 sec): 3 clusters
  Score: Raw -287450.548272 + Penalty 2541.903677 = -284908.644595
  nChanged 7
		SP:Iteration 25Q (153937.740000 sec): 3 clusters
  Score: Raw -287453.060166 + Penalty 2541.903677 = -284911.156489
  nChanged 8
		SP:Iteration 26Q (153937.780000 sec): 3 clusters
  Score: Raw -287455.724788 + Penalty 2541.903677 = -284913.821111
  nChanged 9
		SP:Iteration 27Q (153937.830000 sec): 3 clusters
  Score: Raw -287457.843909 + Penalty 2541.903677 = -284915.940232
  nChanged 7
		SP:Iteration 28Q (153937.870000 sec): 3 clusters
  Score: Raw -287461.387720 + Penalty 2541.903677 = -284919.484043
  nChanged 9
		SP:Iteration 29Q (153937.920000 sec): 3 clusters
  Score: Raw -287467.118032 + Penalty 2541.903677 = -284925.214355
  nChanged 9
		SP:Iteration 30Q (153937.970000 sec): 3 clusters
  Score: Raw -287471.415374 + Penalty 2541.903677 = -284929.511697
  nChanged 13
		SP:Iteration 31Q (153938.010000 sec): 3 clusters
  Score: Raw -287478.361623 + Penalty 2541.903677 = -284936.457946
  nChanged 20
		SP:Iteration 32Q (153938.060000 sec): 3 clusters
  Score: Raw -287489.299454 + Penalty 2541.903677 = -284947.395777
  nChanged 19
		SP:Iteration 33Q (153938.100000 sec): 3 clusters
  Score: Raw -287499.769420 + Penalty 2541.903677 = -284957.865743
  nChanged 12
		SP:Iteration 34Q (153938.150000 sec): 3 clusters
  Score: Raw -287506.232344 + Penalty 2541.903677 = -284964.328667
  nChanged 8
		SP:Iteration 35Q (153938.200000 sec): 3 clusters
  Score: Raw -287513.338345 + Penalty 2541.903677 = -284971.434668
  nChanged 9
		SP:Iteration 36Q (153938.240000 sec): 3 clusters
  Score: Raw -287518.150234 + Penalty 2541.903677 = -284976.246557
  nChanged 8
		SP:Iteration 37Q (153938.290000 sec): 3 clusters
  Score: Raw -287524.951988 + Penalty 2541.903677 = -284983.048311
  nChanged 11
		SP:Iteration 38Q (153938.340000 sec): 3 clusters
  Score: Raw -287530.668445 + Penalty 2541.903677 = -284988.764768
  nChanged 8
		SP:Iteration 39Q (153938.380000 sec): 3 clusters
  Score: Raw -287535.364656 + Penalty 2541.903677 = -284993.460979
  nChanged 7
		SP:Iteration 40F (153938.430000 sec): 3 clusters
  Score: Raw -287539.333062 + Penalty 2541.903677 = -284997.429385
  nChanged 8
		SP:Iteration 41Q (153938.480000 sec): 3 clusters
  Score: Raw -287547.532118 + Penalty 2541.903677 = -285005.628441
  nChanged 11
		SP:Iteration 42Q (153938.520000 sec): 3 clusters
  Score: Raw -287553.813805 + Penalty 2541.903677 = -285011.910128
  nChanged 11
		SP:Iteration 43Q (153938.570000 sec): 3 clusters
  Score: Raw -287561.303862 + Penalty 2541.903677 = -285019.400185
  nChanged 15
		SP:Iteration 44Q (153938.610000 sec): 3 clusters
  Score: Raw -287569.839598 + Penalty 2541.903677 = -285027.935921
  nChanged 17
		SP:Iteration 45Q (153938.660000 sec): 3 clusters
  Score: Raw -287581.919849 + Penalty 2541.903677 = -285040.016172
  nChanged 23
		SP:Iteration 46Q (153938.710000 sec): 3 clusters
  Score: Raw -287607.596278 + Penalty 2541.903677 = -285065.692601
  nChanged 33
		SP:Iteration 47Q (153938.750000 sec): 3 clusters
  Score: Raw -287647.588250 + Penalty 2541.903677 = -285105.684573
  nChanged 40
		SP:Iteration 48Q (153938.800000 sec): 3 clusters
  Score: Raw -287688.648521 + Penalty 2541.903677 = -285146.744844
  nChanged 43
		SP:Iteration 49Q (153938.840000 sec): 3 clusters
  Score: Raw -287725.886062 + Penalty 2541.903677 = -285183.982385
  nChanged 33
		SP:Iteration 50Q (153938.890000 sec): 3 clusters
  Score: Raw -287768.214584 + Penalty 2541.903677 = -285226.310907
  nChanged 32
		SP:Iteration 51Q (153938.930000 sec): 3 clusters
  Score: Raw -287821.414784 + Penalty 2541.903677 = -285279.511107
  nChanged 38
		SP:Iteration 52Q (153938.980000 sec): 3 clusters
  Score: Raw -287864.425215 + Penalty 2541.903677 = -285322.521538
  nChanged 27
		SP:Iteration 53Q (153939.020000 sec): 3 clusters
  Score: Raw -287881.469681 + Penalty 2541.903677 = -285339.566004
  nChanged 18
		SP:Iteration 54Q (153939.070000 sec): 3 clusters
  Score: Raw -287895.916948 + Penalty 2541.903677 = -285354.013271
  nChanged 21
		SP:Iteration 55Q (153939.120000 sec): 3 clusters
  Score: Raw -287910.816280 + Penalty 2541.903677 = -285368.912603
  nChanged 21
		SP:Iteration 56Q (153939.160000 sec): 3 clusters
  Score: Raw -287928.846600 + Penalty 2541.903677 = -285386.942923
  nChanged 16
		SP:Iteration 57Q (153939.210000 sec): 3 clusters
  Score: Raw -287940.124122 + Penalty 2541.903677 = -285398.220444
  nChanged 19
		SP:Iteration 58Q (153939.250000 sec): 3 clusters
  Score: Raw -287950.960859 + Penalty 2541.903677 = -285409.057182
  nChanged 11
		SP:Iteration 59Q (153939.300000 sec): 3 clusters
  Score: Raw -287958.832081 + Penalty 2541.903677 = -285416.928404
  nChanged 10
		SP:Iteration 60F (153939.340000 sec): 3 clusters
  Score: Raw -287967.175026 + Penalty 2541.903677 = -285425.271349
  nChanged 10
		SP:Iteration 61Q (153939.390000 sec): 3 clusters
  Score: Raw -287973.377251 + Penalty 2541.903677 = -285431.473574
  nChanged 11
		SP:Iteration 62Q (153939.430000 sec): 3 clusters
  Score: Raw -287981.157641 + Penalty 2541.903677 = -285439.253963
  nChanged 15
		SP:Iteration 63Q (153939.480000 sec): 3 clusters
  Score: Raw -287992.717995 + Penalty 2541.903677 = -285450.814318
  nChanged 13
		SP:Iteration 64Q (153939.520000 sec): 3 clusters
  Score: Raw -288002.363016 + Penalty 2541.903677 = -285460.459339
  nChanged 17
		SP:Iteration 65Q (153939.570000 sec): 3 clusters
  Score: Raw -288014.424271 + Penalty 2541.903677 = -285472.520594
  nChanged 16
		SP:Iteration 66Q (153939.610000 sec): 3 clusters
  Score: Raw -288030.615844 + Penalty 2541.903677 = -285488.712167
  nChanged 21
		SP:Iteration 67Q (153939.670000 sec): 3 clusters
  Score: Raw -288053.816120 + Penalty 2541.903677 = -285511.912443
  nChanged 21
		SP:Iteration 68Q (153939.710000 sec): 3 clusters
  Score: Raw -288070.998322 + Penalty 2541.903677 = -285529.094645
  nChanged 22
		SP:Iteration 69Q (153939.750000 sec): 3 clusters
  Score: Raw -288090.395822 + Penalty 2541.903677 = -285548.492145
  nChanged 16
		SP:Iteration 70Q (153939.800000 sec): 3 clusters
  Score: Raw -288105.767755 + Penalty 2541.903677 = -285563.864078
  nChanged 13
		SP:Iteration 71Q (153939.850000 sec): 3 clusters
  Score: Raw -288113.258388 + Penalty 2541.903677 = -285571.354710
  nChanged 13
		SP:Iteration 72Q (153939.890000 sec): 3 clusters
  Score: Raw -288120.094285 + Penalty 2541.903677 = -285578.190607
  nChanged 7
		SP:Iteration 73Q (153939.930000 sec): 3 clusters
  Score: Raw -288123.591337 + Penalty 2541.903677 = -285581.687660
  nChanged 5
		SP:Iteration 74Q (153939.980000 sec): 3 clusters
  Score: Raw -288125.589497 + Penalty 2541.903677 = -285583.685820
  nChanged 2
		SP:Iteration 75Q (153940.020000 sec): 3 clusters
  Score: Raw -288125.964491 + Penalty 2541.903677 = -285584.060814
  nChanged 1
		SP:Iteration 76Q (153940.070000 sec): 3 clusters
  Score: Raw -288126.316526 + Penalty 2541.903677 = -285584.412849
  nChanged 0
		SP:Iteration 77F (153940.120000 sec): 3 clusters
  Score: Raw -288126.316526 + Penalty 2541.903677 = -285584.412849
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 85 (2812 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (153940.180000 sec): 2 clusters
  Score: Raw -323729.939096 + Penalty 1290.518329 = -322439.420767
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (153940.240000 sec): 3 clusters
  Score: Raw -322437.880350 + Penalty 2581.036657 = -319856.843693
  nChanged 1076
		SP:Iteration 1F (153940.290000 sec): 3 clusters
  Score: Raw -323227.388907 + Penalty 2581.036657 = -320646.352249
  nChanged 304
		SP:Iteration 2F (153940.350000 sec): 3 clusters
  Score: Raw -323603.718863 + Penalty 2581.036657 = -321022.682206
  nChanged 248
		SP:Iteration 3F (153940.400000 sec): 3 clusters
  Score: Raw -323859.956780 + Penalty 2581.036657 = -321278.920122
  nChanged 176
		SP:Iteration 4F (153940.460000 sec): 3 clusters
  Score: Raw -324059.671166 + Penalty 2581.036657 = -321478.634509
  nChanged 154
		SP:Iteration 5F (153940.510000 sec): 3 clusters
  Score: Raw -324228.151798 + Penalty 2581.036657 = -321647.115141
  nChanged 124
		SP:Iteration 6Q (153940.560000 sec): 3 clusters
  Score: Raw -324351.166489 + Penalty 2581.036657 = -321770.129832
  nChanged 96
		SP:Iteration 7Q (153940.620000 sec): 3 clusters
  Score: Raw -324432.642811 + Penalty 2581.036657 = -321851.606154
  nChanged 58
		SP:Iteration 8Q (153940.670000 sec): 3 clusters
  Score: Raw -324480.117541 + Penalty 2581.036657 = -321899.080883
  nChanged 60
		SP:Iteration 9Q (153940.730000 sec): 3 clusters
  Score: Raw -324530.467327 + Penalty 2581.036657 = -321949.430670
  nChanged 57
		SP:Iteration 10Q (153940.780000 sec): 3 clusters
  Score: Raw -324573.184854 + Penalty 2581.036657 = -321992.148197
  nChanged 57
		SP:Iteration 11Q (153940.830000 sec): 3 clusters
  Score: Raw -324631.153950 + Penalty 2581.036657 = -322050.117293
  nChanged 70
		SP:Iteration 12Q (153940.880000 sec): 3 clusters
  Score: Raw -324699.633319 + Penalty 2581.036657 = -322118.596662
  nChanged 66
		SP:Iteration 13Q (153940.930000 sec): 3 clusters
  Score: Raw -324766.141824 + Penalty 2581.036657 = -322185.105167
  nChanged 62
		SP:Iteration 14Q (153940.990000 sec): 3 clusters
  Score: Raw -324841.641528 + Penalty 2581.036657 = -322260.604871
  nChanged 71
		SP:Iteration 15Q (153941.040000 sec): 3 clusters
  Score: Raw -324936.819888 + Penalty 2581.036657 = -322355.783231
  nChanged 65
		SP:Iteration 16Q (153941.090000 sec): 3 clusters
  Score: Raw -325022.244615 + Penalty 2581.036657 = -322441.207958
  nChanged 55
		SP:Iteration 17Q (153941.140000 sec): 3 clusters
  Score: Raw -325071.404997 + Penalty 2581.036657 = -322490.368340
  nChanged 25
		SP:Iteration 18Q (153941.190000 sec): 3 clusters
  Score: Raw -325095.043440 + Penalty 2581.036657 = -322514.006783
  nChanged 17
		SP:Iteration 19Q (153941.250000 sec): 3 clusters
  Score: Raw -325109.628345 + Penalty 2581.036657 = -322528.591688
  nChanged 8
		SP:Iteration 20F (153941.300000 sec): 3 clusters
  Score: Raw -325120.809945 + Penalty 2581.036657 = -322539.773288
  nChanged 11
		SP:Iteration 21Q (153941.350000 sec): 3 clusters
  Score: Raw -325129.796604 + Penalty 2581.036657 = -322548.759946
  nChanged 11
		SP:Iteration 22Q (153941.400000 sec): 3 clusters
  Score: Raw -325135.578428 + Penalty 2581.036657 = -322554.541771
  nChanged 7
		SP:Iteration 23Q (153941.450000 sec): 3 clusters
  Score: Raw -325139.798654 + Penalty 2581.036657 = -322558.761996
  nChanged 1
		SP:Iteration 24Q (153941.500000 sec): 3 clusters
  Score: Raw -325140.114306 + Penalty 2581.036657 = -322559.077649
  nChanged 0
		SP:Iteration 25F (153941.560000 sec): 3 clusters
  Score: Raw -325140.114306 + Penalty 2581.036657 = -322559.077649
  nChanged 0
  Score: Raw -119115112.763620 + Penalty 254291.453274 = -118860821.310346

Splitting cluster 85 changes total score from -118861421.788835 to -118860821.310346

 So it's not getting split.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 86 (1334 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (154282.820000 sec): 2 clusters
  Score: Raw -153351.644418 + Penalty 1169.339799 = -152182.304619
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (154282.850000 sec): 3 clusters
  Score: Raw -152877.515056 + Penalty 2338.679599 = -150538.835457
  nChanged 450
		SP:Iteration 1F (154282.880000 sec): 3 clusters
  Score: Raw -153202.766633 + Penalty 2338.679599 = -150864.087034
  nChanged 105
		SP:Iteration 2F (154282.910000 sec): 3 clusters
  Score: Raw -153289.423922 + Penalty 2338.679599 = -150950.744323
  nChanged 57
		SP:Iteration 3Q (154282.930000 sec): 3 clusters
  Score: Raw -153339.870707 + Penalty 2338.679599 = -151001.191108
  nChanged 39
		SP:Iteration 4Q (154282.960000 sec): 3 clusters
  Score: Raw -153379.738991 + Penalty 2338.679599 = -151041.059392
  nChanged 39
		SP:Iteration 5Q (154282.980000 sec): 3 clusters
  Score: Raw -153414.323950 + Penalty 2338.679599 = -151075.644351
  nChanged 30
		SP:Iteration 6Q (154283.010000 sec): 3 clusters
  Score: Raw -153441.936433 + Penalty 2338.679599 = -151103.256834
  nChanged 19
		SP:Iteration 7Q (154283.030000 sec): 3 clusters
  Score: Raw -153457.424374 + Penalty 2338.679599 = -151118.744775
  nChanged 23
		SP:Iteration 8Q (154283.060000 sec): 3 clusters
  Score: Raw -153474.138586 + Penalty 2338.679599 = -151135.458987
  nChanged 9
		SP:Iteration 9Q (154283.080000 sec): 3 clusters
  Score: Raw -153478.603466 + Penalty 2338.679599 = -151139.923867
  nChanged 8
		SP:Iteration 10Q (154283.110000 sec): 3 clusters
  Score: Raw -153483.734554 + Penalty 2338.679599 = -151145.054955
  nChanged 8
		SP:Iteration 11Q (154283.130000 sec): 3 clusters
  Score: Raw -153486.176225 + Penalty 2338.679599 = -151147.496626
  nChanged 3
		SP:Iteration 12Q (154283.160000 sec): 3 clusters
  Score: Raw -153489.683918 + Penalty 2338.679599 = -151151.004319
  nChanged 9
		SP:Iteration 13Q (154283.180000 sec): 3 clusters
  Score: Raw -153495.748276 + Penalty 2338.679599 = -151157.068677
  nChanged 6
		SP:Iteration 14Q (154283.210000 sec): 3 clusters
  Score: Raw -153501.874199 + Penalty 2338.679599 = -151163.194601
  nChanged 5
		SP:Iteration 15Q (154283.230000 sec): 3 clusters
  Score: Raw -153505.054257 + Penalty 2338.679599 = -151166.374658
  nChanged 2
		SP:Iteration 16Q (154283.260000 sec): 3 clusters
  Score: Raw -153506.814894 + Penalty 2338.679599 = -151168.135295
  nChanged 1
		SP:Iteration 17Q (154283.280000 sec): 3 clusters
  Score: Raw -153507.893669 + Penalty 2338.679599 = -151169.214070
  nChanged 1
		SP:Iteration 18Q (154283.310000 sec): 3 clusters
  Score: Raw -153510.072741 + Penalty 2338.679599 = -151171.393143
  nChanged 2
		SP:Iteration 19Q (154283.330000 sec): 3 clusters
  Score: Raw -153510.740704 + Penalty 2338.679599 = -151172.061106
  nChanged 0
		SP:Iteration 20F (154283.360000 sec): 3 clusters
  Score: Raw -153510.740704 + Penalty 2338.679599 = -151172.061106
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 87 (3182 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (154283.430000 sec): 2 clusters
  Score: Raw -387304.869658 + Penalty 1310.605596 = -385994.264061
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (154283.490000 sec): 3 clusters
  Score: Raw -385770.860195 + Penalty 2621.211193 = -383149.649002
  nChanged 1238
		SP:Iteration 1F (154283.550000 sec): 3 clusters
  Score: Raw -386480.582475 + Penalty 2621.211193 = -383859.371282
  nChanged 271
		SP:Iteration 2F (154283.600000 sec): 3 clusters
  Score: Raw -386648.586498 + Penalty 2621.211193 = -384027.375305
  nChanged 177
		SP:Iteration 3F (154283.660000 sec): 3 clusters
  Score: Raw -386747.095462 + Penalty 2621.211193 = -384125.884269
  nChanged 103
		SP:Iteration 4Q (154283.720000 sec): 3 clusters
  Score: Raw -386802.595362 + Penalty 2621.211193 = -384181.384169
  nChanged 75
		SP:Iteration 5Q (154283.780000 sec): 3 clusters
  Score: Raw -386837.473026 + Penalty 2621.211193 = -384216.261833
  nChanged 69
		SP:Iteration 6Q (154283.840000 sec): 3 clusters
  Score: Raw -386864.263127 + Penalty 2621.211193 = -384243.051935
  nChanged 54
		SP:Iteration 7Q (154283.890000 sec): 3 clusters
  Score: Raw -386893.053577 + Penalty 2621.211193 = -384271.842384
  nChanged 54
		SP:Iteration 8Q (154283.950000 sec): 3 clusters
  Score: Raw -386921.347469 + Penalty 2621.211193 = -384300.136277
  nChanged 55
		SP:Iteration 9Q (154284.010000 sec): 3 clusters
  Score: Raw -386942.780847 + Penalty 2621.211193 = -384321.569654
  nChanged 39
		SP:Iteration 10Q (154284.070000 sec): 3 clusters
  Score: Raw -386960.100049 + Penalty 2621.211193 = -384338.888856
  nChanged 31
		SP:Iteration 11Q (154284.120000 sec): 3 clusters
  Score: Raw -386972.127264 + Penalty 2621.211193 = -384350.916071
  nChanged 30
		SP:Iteration 12Q (154284.180000 sec): 3 clusters
  Score: Raw -386983.788447 + Penalty 2621.211193 = -384362.577254
  nChanged 19
		SP:Iteration 13Q (154284.240000 sec): 3 clusters
  Score: Raw -386989.759635 + Penalty 2621.211193 = -384368.548442
  nChanged 18
		SP:Iteration 14Q (154284.300000 sec): 3 clusters
  Score: Raw -386995.562992 + Penalty 2621.211193 = -384374.351799
  nChanged 15
		SP:Iteration 15Q (154284.360000 sec): 3 clusters
  Score: Raw -386999.964709 + Penalty 2621.211193 = -384378.753516
  nChanged 13
		SP:Iteration 16Q (154284.410000 sec): 3 clusters
  Score: Raw -387004.383927 + Penalty 2621.211193 = -384383.172735
  nChanged 14
		SP:Iteration 17Q (154284.470000 sec): 3 clusters
  Score: Raw -387009.152900 + Penalty 2621.211193 = -384387.941708
  nChanged 10
		SP:Iteration 18Q (154284.530000 sec): 3 clusters
  Score: Raw -387014.998181 + Penalty 2621.211193 = -384393.786988
  nChanged 15
		SP:Iteration 19Q (154284.580000 sec): 3 clusters
  Score: Raw -387022.901963 + Penalty 2621.211193 = -384401.690770
  nChanged 20
		SP:Iteration 20F (154284.640000 sec): 3 clusters
  Score: Raw -387031.862075 + Penalty 2621.211193 = -384410.650883
  nChanged 18
		SP:Iteration 21Q (154284.700000 sec): 3 clusters
  Score: Raw -387037.843575 + Penalty 2621.211193 = -384416.632382
  nChanged 14
		SP:Iteration 22Q (154284.760000 sec): 3 clusters
  Score: Raw -387043.728344 + Penalty 2621.211193 = -384422.517151
  nChanged 22
		SP:Iteration 23Q (154284.820000 sec): 3 clusters
  Score: Raw -387054.139039 + Penalty 2621.211193 = -384432.927846
  nChanged 32
		SP:Iteration 24Q (154284.870000 sec): 3 clusters
  Score: Raw -387069.311167 + Penalty 2621.211193 = -384448.099974
  nChanged 27
		SP:Iteration 25Q (154284.930000 sec): 3 clusters
  Score: Raw -387079.896133 + Penalty 2621.211193 = -384458.684940
  nChanged 33
		SP:Iteration 26Q (154284.990000 sec): 3 clusters
  Score: Raw -387094.676686 + Penalty 2621.211193 = -384473.465494
  nChanged 25
		SP:Iteration 27Q (154285.040000 sec): 3 clusters
  Score: Raw -387103.119620 + Penalty 2621.211193 = -384481.908427
  nChanged 24
		SP:Iteration 28Q (154285.100000 sec): 3 clusters
  Score: Raw -387113.599296 + Penalty 2621.211193 = -384492.388103
  nChanged 24
		SP:Iteration 29Q (154285.160000 sec): 3 clusters
  Score: Raw -387126.051780 + Penalty 2621.211193 = -384504.840588
  nChanged 25
		SP:Iteration 30Q (154285.220000 sec): 3 clusters
  Score: Raw -387136.420242 + Penalty 2621.211193 = -384515.209049
  nChanged 24
		SP:Iteration 31Q (154285.270000 sec): 3 clusters
  Score: Raw -387147.267880 + Penalty 2621.211193 = -384526.056687
  nChanged 17
		SP:Iteration 32Q (154285.330000 sec): 3 clusters
  Score: Raw -387156.246367 + Penalty 2621.211193 = -384535.035174
  nChanged 17
		SP:Iteration 33Q (154285.390000 sec): 3 clusters
  Score: Raw -387162.387109 + Penalty 2621.211193 = -384541.175916
  nChanged 20
		SP:Iteration 34Q (154285.440000 sec): 3 clusters
  Score: Raw -387172.936266 + Penalty 2621.211193 = -384551.725073
  nChanged 24
		SP:Iteration 35Q (154285.500000 sec): 3 clusters
  Score: Raw -387184.618683 + Penalty 2621.211193 = -384563.407490
  nChanged 22
		SP:Iteration 36Q (154285.560000 sec): 3 clusters
  Score: Raw -387193.664198 + Penalty 2621.211193 = -384572.453005
  nChanged 23
		SP:Iteration 37Q (154285.620000 sec): 3 clusters
  Score: Raw -387203.292983 + Penalty 2621.211193 = -384582.081790
  nChanged 28
		SP:Iteration 38Q (154285.670000 sec): 3 clusters
  Score: Raw -387217.125291 + Penalty 2621.211193 = -384595.914098
  nChanged 26
		SP:Iteration 39Q (154285.730000 sec): 3 clusters
  Score: Raw -387230.372151 + Penalty 2621.211193 = -384609.160958
  nChanged 26
		SP:Iteration 40F (154285.790000 sec): 3 clusters
  Score: Raw -387240.897563 + Penalty 2621.211193 = -384619.686370
  nChanged 26
		SP:Iteration 41Q (154285.840000 sec): 3 clusters
  Score: Raw -387252.240677 + Penalty 2621.211193 = -384631.029484
  nChanged 25
		SP:Iteration 42Q (154285.900000 sec): 3 clusters
  Score: Raw -387259.495567 + Penalty 2621.211193 = -384638.284375
  nChanged 21
		SP:Iteration 43Q (154285.960000 sec): 3 clusters
  Score: Raw -387267.861679 + Penalty 2621.211193 = -384646.650486
  nChanged 13
		SP:Iteration 44Q (154286.020000 sec): 3 clusters
  Score: Raw -387272.746094 + Penalty 2621.211193 = -384651.534901
  nChanged 13
		SP:Iteration 45Q (154286.070000 sec): 3 clusters
  Score: Raw -387278.676621 + Penalty 2621.211193 = -384657.465428
  nChanged 13
		SP:Iteration 46Q (154286.130000 sec): 3 clusters
  Score: Raw -387286.119663 + Penalty 2621.211193 = -384664.908470
  nChanged 14
		SP:Iteration 47Q (154286.190000 sec): 3 clusters
  Score: Raw -387292.410100 + Penalty 2621.211193 = -384671.198907
  nChanged 14
		SP:Iteration 48Q (154286.240000 sec): 3 clusters
  Score: Raw -387298.887956 + Penalty 2621.211193 = -384677.676763
  nChanged 16
		SP:Iteration 49Q (154286.300000 sec): 3 clusters
  Score: Raw -387306.967371 + Penalty 2621.211193 = -384685.756178
  nChanged 16
		SP:Iteration 50Q (154286.360000 sec): 3 clusters
  Score: Raw -387312.369585 + Penalty 2621.211193 = -384691.158392
  nChanged 10
		SP:Iteration 51Q (154286.420000 sec): 3 clusters
  Score: Raw -387315.923717 + Penalty 2621.211193 = -384694.712524
  nChanged 13
		SP:Iteration 52Q (154286.480000 sec): 3 clusters
  Score: Raw -387321.748666 + Penalty 2621.211193 = -384700.537473
  nChanged 13
		SP:Iteration 53Q (154286.530000 sec): 3 clusters
  Score: Raw -387328.659424 + Penalty 2621.211193 = -384707.448231
  nChanged 13
		SP:Iteration 54Q (154286.590000 sec): 3 clusters
  Score: Raw -387335.513044 + Penalty 2621.211193 = -384714.301851
  nChanged 12
		SP:Iteration 55Q (154286.640000 sec): 3 clusters
  Score: Raw -387342.742441 + Penalty 2621.211193 = -384721.531248
  nChanged 9
		SP:Iteration 56Q (154286.700000 sec): 3 clusters
  Score: Raw -387346.829522 + Penalty 2621.211193 = -384725.618329
  nChanged 10
		SP:Iteration 57Q (154286.760000 sec): 3 clusters
  Score: Raw -387351.378757 + Penalty 2621.211193 = -384730.167565
  nChanged 13
		SP:Iteration 58Q (154286.820000 sec): 3 clusters
  Score: Raw -387356.553351 + Penalty 2621.211193 = -384735.342158
  nChanged 12
		SP:Iteration 59Q (154286.870000 sec): 3 clusters
  Score: Raw -387360.366179 + Penalty 2621.211193 = -384739.154987
  nChanged 8
		SP:Iteration 60F (154286.930000 sec): 3 clusters
  Score: Raw -387362.357570 + Penalty 2621.211193 = -384741.146378
  nChanged 4
		SP:Iteration 61Q (154286.980000 sec): 3 clusters
  Score: Raw -387363.395536 + Penalty 2621.211193 = -384742.184343
  nChanged 3
		SP:Iteration 62Q (154287.040000 sec): 3 clusters
  Score: Raw -387364.529855 + Penalty 2621.211193 = -384743.318662
  nChanged 2
		SP:Iteration 63Q (154287.100000 sec): 3 clusters
  Score: Raw -387366.102173 + Penalty 2621.211193 = -384744.890980
  nChanged 4
		SP:Iteration 64Q (154287.160000 sec): 3 clusters
  Score: Raw -387367.148312 + Penalty 2621.211193 = -384745.937119
  nChanged 5
		SP:Iteration 65Q (154287.220000 sec): 3 clusters
  Score: Raw -387370.634646 + Penalty 2621.211193 = -384749.423453
  nChanged 7
		SP:Iteration 66Q (154287.270000 sec): 3 clusters
  Score: Raw -387374.988502 + Penalty 2621.211193 = -384753.777309
  nChanged 7
		SP:Iteration 67Q (154287.330000 sec): 3 clusters
  Score: Raw -387377.988847 + Penalty 2621.211193 = -384756.777654
  nChanged 4
		SP:Iteration 68Q (154287.380000 sec): 3 clusters
  Score: Raw -387380.019296 + Penalty 2621.211193 = -384758.808104
  nChanged 5
		SP:Iteration 69Q (154287.440000 sec): 3 clusters
  Score: Raw -387383.716690 + Penalty 2621.211193 = -384762.505498
  nChanged 9
		SP:Iteration 70Q (154287.500000 sec): 3 clusters
  Score: Raw -387388.963089 + Penalty 2621.211193 = -384767.751896
  nChanged 13
		SP:Iteration 71Q (154287.560000 sec): 3 clusters
  Score: Raw -387394.919210 + Penalty 2621.211193 = -384773.708017
  nChanged 11
		SP:Iteration 72Q (154287.610000 sec): 3 clusters
  Score: Raw -387401.144538 + Penalty 2621.211193 = -384779.933345
  nChanged 16
		SP:Iteration 73Q (154287.670000 sec): 3 clusters
  Score: Raw -387405.814088 + Penalty 2621.211193 = -384784.602896
  nChanged 7
		SP:Iteration 74Q (154287.720000 sec): 3 clusters
  Score: Raw -387408.766038 + Penalty 2621.211193 = -384787.554845
  nChanged 6
		SP:Iteration 75Q (154287.780000 sec): 3 clusters
  Score: Raw -387411.229256 + Penalty 2621.211193 = -384790.018063
  nChanged 7
		SP:Iteration 76Q (154287.840000 sec): 3 clusters
  Score: Raw -387414.570146 + Penalty 2621.211193 = -384793.358954
  nChanged 8
		SP:Iteration 77Q (154287.900000 sec): 3 clusters
  Score: Raw -387418.517553 + Penalty 2621.211193 = -384797.306360
  nChanged 8
		SP:Iteration 78Q (154287.950000 sec): 3 clusters
  Score: Raw -387423.321626 + Penalty 2621.211193 = -384802.110433
  nChanged 7
		SP:Iteration 79Q (154288.010000 sec): 3 clusters
  Score: Raw -387427.734405 + Penalty 2621.211193 = -384806.523212
  nChanged 5
		SP:Iteration 80F (154288.060000 sec): 3 clusters
  Score: Raw -387430.331842 + Penalty 2621.211193 = -384809.120649
  nChanged 8
		SP:Iteration 81Q (154288.120000 sec): 3 clusters
  Score: Raw -387434.625653 + Penalty 2621.211193 = -384813.414460
  nChanged 11
		SP:Iteration 82Q (154288.180000 sec): 3 clusters
  Score: Raw -387441.410180 + Penalty 2621.211193 = -384820.198987
  nChanged 7
		SP:Iteration 83Q (154288.240000 sec): 3 clusters
  Score: Raw -387447.674846 + Penalty 2621.211193 = -384826.463653
  nChanged 12
		SP:Iteration 84Q (154288.290000 sec): 3 clusters
  Score: Raw -387455.754975 + Penalty 2621.211193 = -384834.543782
  nChanged 9
		SP:Iteration 85Q (154288.350000 sec): 3 clusters
  Score: Raw -387460.236914 + Penalty 2621.211193 = -384839.025722
  nChanged 8
		SP:Iteration 86Q (154288.400000 sec): 3 clusters
  Score: Raw -387462.827287 + Penalty 2621.211193 = -384841.616094
  nChanged 5
		SP:Iteration 87Q (154288.460000 sec): 3 clusters
  Score: Raw -387465.328482 + Penalty 2621.211193 = -384844.117289
  nChanged 2
		SP:Iteration 88Q (154288.520000 sec): 3 clusters
  Score: Raw -387466.119935 + Penalty 2621.211193 = -384844.908742
  nChanged 2
		SP:Iteration 89Q (154288.580000 sec): 3 clusters
  Score: Raw -387466.577644 + Penalty 2621.211193 = -384845.366451
  nChanged 0
		SP:Iteration 90F (154288.630000 sec): 3 clusters
  Score: Raw -387466.577644 + Penalty 2621.211193 = -384845.366451
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 88 (7023 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (154288.720000 sec): 2 clusters
  Score: Raw -828556.453512 + Penalty 1439.253685 = -827117.199827
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (154288.840000 sec): 3 clusters
  Score: Raw -824738.896943 + Penalty 2878.507371 = -821860.389572
  nChanged 2974
		SP:Iteration 1F (154288.950000 sec): 3 clusters
  Score: Raw -826398.049976 + Penalty 2878.507371 = -823519.542605
  nChanged 521
		SP:Iteration 2F (154289.060000 sec): 3 clusters
  Score: Raw -826683.556597 + Penalty 2878.507371 = -823805.049226
  nChanged 411
		SP:Iteration 3F (154289.160000 sec): 3 clusters
  Score: Raw -826914.906457 + Penalty 2878.507371 = -824036.399086
  nChanged 360
		SP:Iteration 4F (154289.270000 sec): 3 clusters
  Score: Raw -827172.087754 + Penalty 2878.507371 = -824293.580383
  nChanged 347
		SP:Iteration 5Q (154289.380000 sec): 3 clusters
  Score: Raw -827431.233050 + Penalty 2878.507371 = -824552.725679
  nChanged 364
		SP:Iteration 6F (154289.480000 sec): 3 clusters
  Score: Raw -827709.191827 + Penalty 2878.507371 = -824830.684457
  nChanged 356
		SP:Iteration 7F (154289.590000 sec): 3 clusters
  Score: Raw -827976.334176 + Penalty 2878.507371 = -825097.826805
  nChanged 317
		SP:Iteration 8Q (154289.700000 sec): 3 clusters
  Score: Raw -828177.671166 + Penalty 2878.507371 = -825299.163795
  nChanged 241
		SP:Iteration 9Q (154289.820000 sec): 3 clusters
  Score: Raw -828308.625396 + Penalty 2878.507371 = -825430.118025
  nChanged 199
		SP:Iteration 10Q (154289.930000 sec): 3 clusters
  Score: Raw -828391.024199 + Penalty 2878.507371 = -825512.516828
  nChanged 153
		SP:Iteration 11Q (154290.050000 sec): 3 clusters
  Score: Raw -828450.645043 + Penalty 2878.507371 = -825572.137672
  nChanged 106
		SP:Iteration 12Q (154290.170000 sec): 3 clusters
  Score: Raw -828481.046920 + Penalty 2878.507371 = -825602.539549
  nChanged 62
		SP:Iteration 13Q (154290.290000 sec): 3 clusters
  Score: Raw -828497.737149 + Penalty 2878.507371 = -825619.229779
  nChanged 48
		SP:Iteration 14Q (154290.400000 sec): 3 clusters
  Score: Raw -828509.362571 + Penalty 2878.507371 = -825630.855200
  nChanged 45
		SP:Iteration 15Q (154290.520000 sec): 3 clusters
  Score: Raw -828519.998523 + Penalty 2878.507371 = -825641.491152
  nChanged 39
		SP:Iteration 16Q (154290.640000 sec): 3 clusters
  Score: Raw -828527.912275 + Penalty 2878.507371 = -825649.404904
  nChanged 30
		SP:Iteration 17Q (154290.760000 sec): 3 clusters
  Score: Raw -828531.606123 + Penalty 2878.507371 = -825653.098753
  nChanged 20
		SP:Iteration 18Q (154290.880000 sec): 3 clusters
  Score: Raw -828535.352524 + Penalty 2878.507371 = -825656.845153
  nChanged 20
		SP:Iteration 19Q (154291.000000 sec): 3 clusters
  Score: Raw -828538.876158 + Penalty 2878.507371 = -825660.368787
  nChanged 13
		SP:Iteration 20F (154291.120000 sec): 3 clusters
  Score: Raw -828541.605707 + Penalty 2878.507371 = -825663.098336
  nChanged 18
		SP:Iteration 21Q (154291.230000 sec): 3 clusters
  Score: Raw -828544.698166 + Penalty 2878.507371 = -825666.190796
  nChanged 14
		SP:Iteration 22Q (154291.350000 sec): 3 clusters
  Score: Raw -828547.064278 + Penalty 2878.507371 = -825668.556908
  nChanged 8
		SP:Iteration 23Q (154291.470000 sec): 3 clusters
  Score: Raw -828548.148538 + Penalty 2878.507371 = -825669.641168
  nChanged 10
		SP:Iteration 24Q (154291.590000 sec): 3 clusters
  Score: Raw -828549.575091 + Penalty 2878.507371 = -825671.067720
  nChanged 9
		SP:Iteration 25Q (154291.700000 sec): 3 clusters
  Score: Raw -828550.991804 + Penalty 2878.507371 = -825672.484433
  nChanged 10
		SP:Iteration 26Q (154291.820000 sec): 3 clusters
  Score: Raw -828552.837467 + Penalty 2878.507371 = -825674.330097
  nChanged 17
		SP:Iteration 27Q (154291.940000 sec): 3 clusters
  Score: Raw -828555.502576 + Penalty 2878.507371 = -825676.995205
  nChanged 17
		SP:Iteration 28Q (154292.060000 sec): 3 clusters
  Score: Raw -828558.620807 + Penalty 2878.507371 = -825680.113436
  nChanged 13
		SP:Iteration 29Q (154292.180000 sec): 3 clusters
  Score: Raw -828560.518015 + Penalty 2878.507371 = -825682.010645
  nChanged 9
		SP:Iteration 30Q (154292.300000 sec): 3 clusters
  Score: Raw -828562.020802 + Penalty 2878.507371 = -825683.513431
  nChanged 9
		SP:Iteration 31Q (154292.420000 sec): 3 clusters
  Score: Raw -828563.519455 + Penalty 2878.507371 = -825685.012084
  nChanged 8
		SP:Iteration 32Q (154292.530000 sec): 3 clusters
  Score: Raw -828564.681123 + Penalty 2878.507371 = -825686.173752
  nChanged 10
		SP:Iteration 33Q (154292.650000 sec): 3 clusters
  Score: Raw -828566.394042 + Penalty 2878.507371 = -825687.886671
  nChanged 9
		SP:Iteration 34Q (154292.770000 sec): 3 clusters
  Score: Raw -828567.296409 + Penalty 2878.507371 = -825688.789038
  nChanged 4
		SP:Iteration 35Q (154292.890000 sec): 3 clusters
  Score: Raw -828567.947206 + Penalty 2878.507371 = -825689.439835
  nChanged 3
		SP:Iteration 36Q (154293.000000 sec): 3 clusters
  Score: Raw -828568.211859 + Penalty 2878.507371 = -825689.704488
  nChanged 1
		SP:Iteration 37Q (154293.120000 sec): 3 clusters
  Score: Raw -828568.301940 + Penalty 2878.507371 = -825689.794570
  nChanged 2
		SP:Iteration 38Q (154293.240000 sec): 3 clusters
  Score: Raw -828568.370418 + Penalty 2878.507371 = -825689.863048
  nChanged 1
		SP:Iteration 39Q (154293.360000 sec): 3 clusters
  Score: Raw -828568.441115 + Penalty 2878.507371 = -825689.933744
  nChanged 1
		SP:Iteration 40F (154293.480000 sec): 3 clusters
  Score: Raw -828568.598349 + Penalty 2878.507371 = -825690.090979
  nChanged 3
		SP:Iteration 41Q (154293.600000 sec): 3 clusters
  Score: Raw -828568.940553 + Penalty 2878.507371 = -825690.433182
  nChanged 2
		SP:Iteration 42Q (154293.720000 sec): 3 clusters
  Score: Raw -828569.123048 + Penalty 2878.507371 = -825690.615678
  nChanged 3
		SP:Iteration 43Q (154293.840000 sec): 3 clusters
  Score: Raw -828569.396863 + Penalty 2878.507371 = -825690.889492
  nChanged 1
		SP:Iteration 44Q (154293.950000 sec): 3 clusters
  Score: Raw -828569.688423 + Penalty 2878.507371 = -825691.181052
  nChanged 1
		SP:Iteration 45Q (154294.070000 sec): 3 clusters
  Score: Raw -828569.828265 + Penalty 2878.507371 = -825691.320894
  nChanged 0
		SP:Iteration 46F (154294.190000 sec): 3 clusters
  Score: Raw -828569.828265 + Penalty 2878.507371 = -825691.320894
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 89 (4769 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (154294.280000 sec): 2 clusters
  Score: Raw -548859.483922 + Penalty 1376.357437 = -547483.126485
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (154294.380000 sec): 3 clusters
  Score: Raw -546408.937521 + Penalty 2752.714873 = -543656.222648
  nChanged 1954
		SP:Iteration 1F (154294.460000 sec): 3 clusters
  Score: Raw -547631.345582 + Penalty 2752.714873 = -544878.630708
  nChanged 436
		SP:Iteration 2F (154294.540000 sec): 3 clusters
  Score: Raw -548015.956404 + Penalty 2752.714873 = -545263.241531
  nChanged 352
		SP:Iteration 3F (154294.630000 sec): 3 clusters
  Score: Raw -548319.304824 + Penalty 2752.714873 = -545566.589951
  nChanged 286
		SP:Iteration 4F (154294.720000 sec): 3 clusters
  Score: Raw -548540.301170 + Penalty 2752.714873 = -545787.586296
  nChanged 255
		SP:Iteration 5F (154294.800000 sec): 3 clusters
  Score: Raw -548716.234041 + Penalty 2752.714873 = -545963.519167
  nChanged 200
		SP:Iteration 6Q (154294.880000 sec): 3 clusters
  Score: Raw -548842.546490 + Penalty 2752.714873 = -546089.831616
  nChanged 157
		SP:Iteration 7Q (154294.970000 sec): 3 clusters
  Score: Raw -548947.007823 + Penalty 2752.714873 = -546194.292950
  nChanged 139
		SP:Iteration 8Q (154295.060000 sec): 3 clusters
  Score: Raw -549043.568013 + Penalty 2752.714873 = -546290.853139
  nChanged 119
		SP:Iteration 9Q (154295.140000 sec): 3 clusters
  Score: Raw -549137.325709 + Penalty 2752.714873 = -546384.610835
  nChanged 136
		SP:Iteration 10Q (154295.220000 sec): 3 clusters
  Score: Raw -549240.635723 + Penalty 2752.714873 = -546487.920850
  nChanged 119
		SP:Iteration 11Q (154295.310000 sec): 3 clusters
  Score: Raw -549316.638746 + Penalty 2752.714873 = -546563.923872
  nChanged 103
		SP:Iteration 12Q (154295.390000 sec): 3 clusters
  Score: Raw -549373.811839 + Penalty 2752.714873 = -546621.096965
  nChanged 92
		SP:Iteration 13Q (154295.470000 sec): 3 clusters
  Score: Raw -549419.665233 + Penalty 2752.714873 = -546666.950360
  nChanged 81
		SP:Iteration 14Q (154295.560000 sec): 3 clusters
  Score: Raw -549461.577091 + Penalty 2752.714873 = -546708.862218
  nChanged 83
		SP:Iteration 15Q (154295.640000 sec): 3 clusters
  Score: Raw -549498.805901 + Penalty 2752.714873 = -546746.091028
  nChanged 73
		SP:Iteration 16Q (154295.720000 sec): 3 clusters
  Score: Raw -549533.722517 + Penalty 2752.714873 = -546781.007644
  nChanged 61
		SP:Iteration 17Q (154295.810000 sec): 3 clusters
  Score: Raw -549561.544499 + Penalty 2752.714873 = -546808.829626
  nChanged 60
		SP:Iteration 18Q (154295.890000 sec): 3 clusters
  Score: Raw -549587.340204 + Penalty 2752.714873 = -546834.625330
  nChanged 44
		SP:Iteration 19Q (154295.970000 sec): 3 clusters
  Score: Raw -549603.294111 + Penalty 2752.714873 = -546850.579238
  nChanged 44
		SP:Iteration 20F (154296.060000 sec): 3 clusters
  Score: Raw -549620.608644 + Penalty 2752.714873 = -546867.893770
  nChanged 40
		SP:Iteration 21Q (154296.140000 sec): 3 clusters
  Score: Raw -549639.623963 + Penalty 2752.714873 = -546886.909089
  nChanged 33
		SP:Iteration 22Q (154296.220000 sec): 3 clusters
  Score: Raw -549657.128671 + Penalty 2752.714873 = -546904.413797
  nChanged 38
		SP:Iteration 23Q (154296.310000 sec): 3 clusters
  Score: Raw -549679.572812 + Penalty 2752.714873 = -546926.857939
  nChanged 48
		SP:Iteration 24Q (154296.390000 sec): 3 clusters
  Score: Raw -549717.962967 + Penalty 2752.714873 = -546965.248093
  nChanged 48
		SP:Iteration 25Q (154296.470000 sec): 3 clusters
  Score: Raw -549767.182207 + Penalty 2752.714873 = -547014.467333
  nChanged 60
		SP:Iteration 26Q (154296.560000 sec): 3 clusters
  Score: Raw -549812.917239 + Penalty 2752.714873 = -547060.202366
  nChanged 52
		SP:Iteration 27Q (154296.640000 sec): 3 clusters
  Score: Raw -549845.699846 + Penalty 2752.714873 = -547092.984973
  nChanged 28
		SP:Iteration 28Q (154296.720000 sec): 3 clusters
  Score: Raw -549858.080363 + Penalty 2752.714873 = -547105.365490
  nChanged 18
		SP:Iteration 29Q (154296.800000 sec): 3 clusters
  Score: Raw -549865.479584 + Penalty 2752.714873 = -547112.764711
  nChanged 14
		SP:Iteration 30Q (154296.880000 sec): 3 clusters
  Score: Raw -549873.139239 + Penalty 2752.714873 = -547120.424366
  nChanged 8
		SP:Iteration 31Q (154296.970000 sec): 3 clusters
  Score: Raw -549875.002258 + Penalty 2752.714873 = -547122.287385
  nChanged 7
		SP:Iteration 32Q (154297.050000 sec): 3 clusters
  Score: Raw -549876.785757 + Penalty 2752.714873 = -547124.070884
  nChanged 3
		SP:Iteration 33Q (154297.130000 sec): 3 clusters
  Score: Raw -549877.679531 + Penalty 2752.714873 = -547124.964657
  nChanged 4
		SP:Iteration 34Q (154297.210000 sec): 3 clusters
  Score: Raw -549878.500447 + Penalty 2752.714873 = -547125.785574
  nChanged 2
		SP:Iteration 35Q (154297.300000 sec): 3 clusters
  Score: Raw -549879.078244 + Penalty 2752.714873 = -547126.363370
  nChanged 1
		SP:Iteration 36Q (154297.380000 sec): 3 clusters
  Score: Raw -549879.247784 + Penalty 2752.714873 = -547126.532910
  nChanged 1
		SP:Iteration 37Q (154297.460000 sec): 3 clusters
  Score: Raw -549879.457937 + Penalty 2752.714873 = -547126.743064
  nChanged 1
		SP:Iteration 38Q (154297.540000 sec): 3 clusters
  Score: Raw -549879.634091 + Penalty 2752.714873 = -547126.919217
  nChanged 0
		SP:Iteration 39F (154297.620000 sec): 3 clusters
  Score: Raw -549879.634091 + Penalty 2752.714873 = -547126.919217
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 90 (2074 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (154297.690000 sec): 2 clusters
  Score: Raw -217894.662520 + Penalty 1241.050588 = -216653.611932
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (154297.730000 sec): 3 clusters
  Score: Raw -217065.886339 + Penalty 2482.101176 = -214583.785163
  nChanged 751
		SP:Iteration 1F (154297.760000 sec): 3 clusters
  Score: Raw -217666.169563 + Penalty 2482.101176 = -215184.068387
  nChanged 202
		SP:Iteration 2F (154297.800000 sec): 3 clusters
  Score: Raw -217895.418710 + Penalty 2482.101176 = -215413.317533
  nChanged 151
		SP:Iteration 3F (154297.840000 sec): 3 clusters
  Score: Raw -218056.957509 + Penalty 2482.101176 = -215574.856333
  nChanged 108
		SP:Iteration 4F (154297.880000 sec): 3 clusters
  Score: Raw -218167.277551 + Penalty 2482.101176 = -215685.176375
  nChanged 95
		SP:Iteration 5Q (154297.920000 sec): 3 clusters
  Score: Raw -218274.843325 + Penalty 2482.101176 = -215792.742148
  nChanged 75
		SP:Iteration 6Q (154297.960000 sec): 3 clusters
  Score: Raw -218354.268135 + Penalty 2482.101176 = -215872.166958
  nChanged 53
		SP:Iteration 7Q (154297.990000 sec): 3 clusters
  Score: Raw -218400.313526 + Penalty 2482.101176 = -215918.212349
  nChanged 47
		SP:Iteration 8Q (154298.030000 sec): 3 clusters
  Score: Raw -218438.090964 + Penalty 2482.101176 = -215955.989788
  nChanged 34
		SP:Iteration 9Q (154298.060000 sec): 3 clusters
  Score: Raw -218465.145624 + Penalty 2482.101176 = -215983.044448
  nChanged 14
		SP:Iteration 10Q (154298.100000 sec): 3 clusters
  Score: Raw -218478.458563 + Penalty 2482.101176 = -215996.357386
  nChanged 15
		SP:Iteration 11Q (154298.140000 sec): 3 clusters
  Score: Raw -218487.285728 + Penalty 2482.101176 = -216005.184552
  nChanged 12
		SP:Iteration 12Q (154298.180000 sec): 3 clusters
  Score: Raw -218495.629505 + Penalty 2482.101176 = -216013.528329
  nChanged 12
		SP:Iteration 13Q (154298.210000 sec): 3 clusters
  Score: Raw -218502.496833 + Penalty 2482.101176 = -216020.395656
  nChanged 8
		SP:Iteration 14Q (154298.250000 sec): 3 clusters
  Score: Raw -218506.744079 + Penalty 2482.101176 = -216024.642903
  nChanged 5
		SP:Iteration 15Q (154298.290000 sec): 3 clusters
  Score: Raw -218511.120952 + Penalty 2482.101176 = -216029.019776
  nChanged 5
		SP:Iteration 16Q (154298.320000 sec): 3 clusters
  Score: Raw -218516.133123 + Penalty 2482.101176 = -216034.031947
  nChanged 8
		SP:Iteration 17Q (154298.360000 sec): 3 clusters
  Score: Raw -218520.232550 + Penalty 2482.101176 = -216038.131374
  nChanged 3
		SP:Iteration 18Q (154298.400000 sec): 3 clusters
  Score: Raw -218522.966044 + Penalty 2482.101176 = -216040.864868
  nChanged 5
		SP:Iteration 19Q (154298.440000 sec): 3 clusters
  Score: Raw -218525.680411 + Penalty 2482.101176 = -216043.579235
  nChanged 6
		SP:Iteration 20F (154298.470000 sec): 3 clusters
  Score: Raw -218530.372747 + Penalty 2482.101176 = -216048.271571
  nChanged 2
		SP:Iteration 21Q (154298.510000 sec): 3 clusters
  Score: Raw -218532.965185 + Penalty 2482.101176 = -216050.864009
  nChanged 7
		SP:Iteration 22Q (154298.550000 sec): 3 clusters
  Score: Raw -218537.538561 + Penalty 2482.101176 = -216055.437384
  nChanged 6
		SP:Iteration 23Q (154298.580000 sec): 3 clusters
  Score: Raw -218542.392789 + Penalty 2482.101176 = -216060.291613
  nChanged 7
		SP:Iteration 24Q (154298.620000 sec): 3 clusters
  Score: Raw -218550.661546 + Penalty 2482.101176 = -216068.560370
  nChanged 6
		SP:Iteration 25Q (154298.660000 sec): 3 clusters
  Score: Raw -218555.676581 + Penalty 2482.101176 = -216073.575404
  nChanged 9
		SP:Iteration 26Q (154298.700000 sec): 3 clusters
  Score: Raw -218563.792564 + Penalty 2482.101176 = -216081.691387
  nChanged 9
		SP:Iteration 27Q (154298.730000 sec): 3 clusters
  Score: Raw -218568.989286 + Penalty 2482.101176 = -216086.888109
  nChanged 3
		SP:Iteration 28Q (154298.770000 sec): 3 clusters
  Score: Raw -218570.678476 + Penalty 2482.101176 = -216088.577299
  nChanged 2
		SP:Iteration 29Q (154298.800000 sec): 3 clusters
  Score: Raw -218572.145979 + Penalty 2482.101176 = -216090.044803
  nChanged 3
		SP:Iteration 30Q (154298.840000 sec): 3 clusters
  Score: Raw -218574.078785 + Penalty 2482.101176 = -216091.977609
  nChanged 3
		SP:Iteration 31Q (154298.880000 sec): 3 clusters
  Score: Raw -218576.724382 + Penalty 2482.101176 = -216094.623206
  nChanged 3
		SP:Iteration 32Q (154298.920000 sec): 3 clusters
  Score: Raw -218577.678370 + Penalty 2482.101176 = -216095.577194
  nChanged 0
		SP:Iteration 33F (154298.950000 sec): 3 clusters
  Score: Raw -218577.678370 + Penalty 2482.101176 = -216095.577194
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 91 (648 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (154299.000000 sec): 2 clusters
  Score: Raw -74846.469662 + Penalty 1052.007238 = -73794.462424
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (154299.010000 sec): 3 clusters
  Score: Raw -74740.585104 + Penalty 2104.014476 = -72636.570627
  nChanged 170
		SP:Iteration 1F (154299.020000 sec): 3 clusters
  Score: Raw -75009.631874 + Penalty 2104.014476 = -72905.617397
  nChanged 64
		SP:Iteration 2F (154299.040000 sec): 3 clusters
  Score: Raw -75136.519899 + Penalty 2104.014476 = -73032.505423
  nChanged 35
		SP:Iteration 3F (154299.050000 sec): 3 clusters
  Score: Raw -75226.394422 + Penalty 2104.014476 = -73122.379946
  nChanged 26
		SP:Iteration 4Q (154299.060000 sec): 3 clusters
  Score: Raw -75325.220330 + Penalty 2104.014476 = -73221.205854
  nChanged 26
		SP:Iteration 5Q (154299.080000 sec): 3 clusters
  Score: Raw -75434.995489 + Penalty 2104.014476 = -73330.981013
  nChanged 34
		SP:Iteration 6F (154299.090000 sec): 3 clusters
  Score: Raw -75721.022408 + Penalty 2104.014476 = -73617.007932
  nChanged 23
		SP:Iteration 7Q (154299.100000 sec): 3 clusters
  Score: Raw -75895.341787 + Penalty 2104.014476 = -73791.327311
  nChanged 19
		SP:Iteration 8Q (154299.120000 sec): 3 clusters
  Score: Raw -75967.575936 + Penalty 2104.014476 = -73863.561460
  nChanged 8
		SP:Iteration 9Q (154299.130000 sec): 3 clusters
  Score: Raw -76007.088401 + Penalty 2104.014476 = -73903.073925
  nChanged 5
		SP:Iteration 10Q (154299.140000 sec): 3 clusters
  Score: Raw -76021.062889 + Penalty 2104.014476 = -73917.048413
  nChanged 5
		SP:Iteration 11Q (154299.150000 sec): 3 clusters
  Score: Raw -76034.493160 + Penalty 2104.014476 = -73930.478684
  nChanged 5
		SP:Iteration 12Q (154299.160000 sec): 3 clusters
  Score: Raw -76043.164581 + Penalty 2104.014476 = -73939.150105
  nChanged 3
		SP:Iteration 13Q (154299.180000 sec): 3 clusters
  Score: Raw -76046.166553 + Penalty 2104.014476 = -73942.152077
  nChanged 2
		SP:Iteration 14Q (154299.190000 sec): 3 clusters
  Score: Raw -76049.256592 + Penalty 2104.014476 = -73945.242115
  nChanged 0
		SP:Iteration 15F (154299.200000 sec): 3 clusters
  Score: Raw -76049.256592 + Penalty 2104.014476 = -73945.242115
  nChanged 0
  Score: Raw -119114905.375339 + Penalty 254291.453274 = -118860613.922064

Splitting cluster 91 changes total score from -118861421.788835 to -118860613.922064

 So it's not getting split.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 92 (16049 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (154641.770000 sec): 2 clusters
  Score: Raw -1806045.701978 + Penalty 1573.552796 = -1804472.149182
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (154641.960000 sec): 3 clusters
  Score: Raw -1796628.098150 + Penalty 3147.105592 = -1793480.992558
  nChanged 7174
		SP:Iteration 1F (154642.140000 sec): 3 clusters
  Score: Raw -1800761.116434 + Penalty 3147.105592 = -1797614.010842
  nChanged 1058
		SP:Iteration 2F (154642.330000 sec): 3 clusters
  Score: Raw -1801363.603482 + Penalty 3147.105592 = -1798216.497890
  nChanged 1049
		SP:Iteration 3F (154642.520000 sec): 3 clusters
  Score: Raw -1802029.527011 + Penalty 3147.105592 = -1798882.421419
  nChanged 1103
		SP:Iteration 4F (154642.720000 sec): 3 clusters
  Score: Raw -1802830.585204 + Penalty 3147.105592 = -1799683.479612
  nChanged 1075
		SP:Iteration 5F (154642.910000 sec): 3 clusters
  Score: Raw -1803632.770624 + Penalty 3147.105592 = -1800485.665032
  nChanged 968
		SP:Iteration 6F (154643.090000 sec): 3 clusters
  Score: Raw -1804383.908699 + Penalty 3147.105592 = -1801236.803107
  nChanged 837
		SP:Iteration 7F (154643.290000 sec): 3 clusters
  Score: Raw -1805087.118214 + Penalty 3147.105592 = -1801940.012623
  nChanged 636
		SP:Iteration 8Q (154643.470000 sec): 3 clusters
  Score: Raw -1805668.932352 + Penalty 3147.105592 = -1802521.826760
  nChanged 542
		SP:Iteration 9Q (154643.670000 sec): 3 clusters
  Score: Raw -1806168.731217 + Penalty 3147.105592 = -1803021.625625
  nChanged 440
		SP:Iteration 10Q (154643.850000 sec): 3 clusters
  Score: Raw -1806491.260929 + Penalty 3147.105592 = -1803344.155337
  nChanged 358
		SP:Iteration 11Q (154644.050000 sec): 3 clusters
  Score: Raw -1806719.944829 + Penalty 3147.105592 = -1803572.839237
  nChanged 259
		SP:Iteration 12Q (154644.230000 sec): 3 clusters
  Score: Raw -1806852.199876 + Penalty 3147.105592 = -1803705.094284
  nChanged 188
		SP:Iteration 13Q (154644.420000 sec): 3 clusters
  Score: Raw -1806936.128817 + Penalty 3147.105592 = -1803789.023225
  nChanged 128
		SP:Iteration 14Q (154644.590000 sec): 3 clusters
  Score: Raw -1806978.374204 + Penalty 3147.105592 = -1803831.268612
  nChanged 95
		SP:Iteration 15Q (154644.790000 sec): 3 clusters
  Score: Raw -1807004.847596 + Penalty 3147.105592 = -1803857.742004
  nChanged 78
		SP:Iteration 16Q (154644.970000 sec): 3 clusters
  Score: Raw -1807028.980071 + Penalty 3147.105592 = -1803881.874479
  nChanged 72
		SP:Iteration 17Q (154645.170000 sec): 3 clusters
  Score: Raw -1807047.104583 + Penalty 3147.105592 = -1803899.998991
  nChanged 60
		SP:Iteration 18Q (154645.340000 sec): 3 clusters
  Score: Raw -1807061.485212 + Penalty 3147.105592 = -1803914.379620
  nChanged 54
		SP:Iteration 19Q (154645.540000 sec): 3 clusters
  Score: Raw -1807075.083095 + Penalty 3147.105592 = -1803927.977503
  nChanged 51
		SP:Iteration 20F (154645.750000 sec): 3 clusters
  Score: Raw -1807090.481561 + Penalty 3147.105592 = -1803943.375969
  nChanged 54
		SP:Iteration 21Q (154645.920000 sec): 3 clusters
  Score: Raw -1807106.487189 + Penalty 3147.105592 = -1803959.381597
  nChanged 51
		SP:Iteration 22Q (154646.090000 sec): 3 clusters
  Score: Raw -1807121.377436 + Penalty 3147.105592 = -1803974.271844
  nChanged 48
		SP:Iteration 23Q (154646.290000 sec): 3 clusters
  Score: Raw -1807135.521303 + Penalty 3147.105592 = -1803988.415711
  nChanged 47
		SP:Iteration 24Q (154646.480000 sec): 3 clusters
  Score: Raw -1807148.645653 + Penalty 3147.105592 = -1804001.540061
  nChanged 57
		SP:Iteration 25Q (154646.650000 sec): 3 clusters
  Score: Raw -1807163.948672 + Penalty 3147.105592 = -1804016.843080
  nChanged 47
		SP:Iteration 26Q (154646.850000 sec): 3 clusters
  Score: Raw -1807178.554612 + Penalty 3147.105592 = -1804031.449020
  nChanged 36
		SP:Iteration 27Q (154647.060000 sec): 3 clusters
  Score: Raw -1807193.084043 + Penalty 3147.105592 = -1804045.978451
  nChanged 37
		SP:Iteration 28Q (154647.220000 sec): 3 clusters
  Score: Raw -1807213.152373 + Penalty 3147.105592 = -1804066.046781
  nChanged 49
		SP:Iteration 29Q (154647.420000 sec): 3 clusters
  Score: Raw -1807241.358927 + Penalty 3147.105592 = -1804094.253335
  nChanged 64
		SP:Iteration 30Q (154647.600000 sec): 3 clusters
  Score: Raw -1807277.229687 + Penalty 3147.105592 = -1804130.124095
  nChanged 51
		SP:Iteration 31Q (154647.800000 sec): 3 clusters
  Score: Raw -1807310.097918 + Penalty 3147.105592 = -1804162.992326
  nChanged 63
		SP:Iteration 32Q (154648.000000 sec): 3 clusters
  Score: Raw -1807342.982754 + Penalty 3147.105592 = -1804195.877162
  nChanged 63
		SP:Iteration 33Q (154648.170000 sec): 3 clusters
  Score: Raw -1807367.732699 + Penalty 3147.105592 = -1804220.627107
  nChanged 42
		SP:Iteration 34Q (154648.370000 sec): 3 clusters
  Score: Raw -1807386.330579 + Penalty 3147.105592 = -1804239.224988
  nChanged 39
		SP:Iteration 35Q (154648.540000 sec): 3 clusters
  Score: Raw -1807399.164561 + Penalty 3147.105592 = -1804252.058969
  nChanged 37
		SP:Iteration 36Q (154648.740000 sec): 3 clusters
  Score: Raw -1807407.328617 + Penalty 3147.105592 = -1804260.223025
  nChanged 18
		SP:Iteration 37Q (154648.930000 sec): 3 clusters
  Score: Raw -1807411.696246 + Penalty 3147.105592 = -1804264.590654
  nChanged 13
		SP:Iteration 38Q (154649.110000 sec): 3 clusters
  Score: Raw -1807414.121792 + Penalty 3147.105592 = -1804267.016200
  nChanged 13
		SP:Iteration 39Q (154649.310000 sec): 3 clusters
  Score: Raw -1807416.280108 + Penalty 3147.105592 = -1804269.174516
  nChanged 14
		SP:Iteration 40F (154649.520000 sec): 3 clusters
  Score: Raw -1807419.089893 + Penalty 3147.105592 = -1804271.984301
  nChanged 11
		SP:Iteration 41Q (154649.690000 sec): 3 clusters
  Score: Raw -1807421.244913 + Penalty 3147.105592 = -1804274.139321
  nChanged 7
		SP:Iteration 42Q (154649.870000 sec): 3 clusters
  Score: Raw -1807422.589592 + Penalty 3147.105592 = -1804275.484000
  nChanged 4
		SP:Iteration 43Q (154650.070000 sec): 3 clusters
  Score: Raw -1807423.061509 + Penalty 3147.105592 = -1804275.955917
  nChanged 2
		SP:Iteration 44Q (154650.240000 sec): 3 clusters
  Score: Raw -1807423.320322 + Penalty 3147.105592 = -1804276.214730
  nChanged 0
		SP:Iteration 45F (154650.460000 sec): 3 clusters
  Score: Raw -1807423.320322 + Penalty 3147.105592 = -1804276.214730
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 93 (5537 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (154650.530000 sec): 2 clusters
  Score: Raw -634904.490376 + Penalty 1400.621319 = -633503.869057
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (154650.630000 sec): 3 clusters
  Score: Raw -631997.559700 + Penalty 2801.242638 = -629196.317062
  nChanged 2349
		SP:Iteration 1F (154650.720000 sec): 3 clusters
  Score: Raw -633471.318898 + Penalty 2801.242638 = -630670.076260
  nChanged 513
		SP:Iteration 2F (154650.820000 sec): 3 clusters
  Score: Raw -633914.159880 + Penalty 2801.242638 = -631112.917242
  nChanged 436
		SP:Iteration 3F (154650.920000 sec): 3 clusters
  Score: Raw -634273.525568 + Penalty 2801.242638 = -631472.282930
  nChanged 367
		SP:Iteration 4F (154651.020000 sec): 3 clusters
  Score: Raw -634586.062590 + Penalty 2801.242638 = -631784.819952
  nChanged 306
		SP:Iteration 5F (154651.120000 sec): 3 clusters
  Score: Raw -634830.996426 + Penalty 2801.242638 = -632029.753788
  nChanged 247
		SP:Iteration 6Q (154651.220000 sec): 3 clusters
  Score: Raw -635002.002754 + Penalty 2801.242638 = -632200.760116
  nChanged 189
		SP:Iteration 7Q (154651.320000 sec): 3 clusters
  Score: Raw -635114.473702 + Penalty 2801.242638 = -632313.231064
  nChanged 170
		SP:Iteration 8Q (154651.410000 sec): 3 clusters
  Score: Raw -635219.480310 + Penalty 2801.242638 = -632418.237672
  nChanged 152
		SP:Iteration 9Q (154651.510000 sec): 3 clusters
  Score: Raw -635341.514408 + Penalty 2801.242638 = -632540.271770
  nChanged 148
		SP:Iteration 10Q (154651.610000 sec): 3 clusters
  Score: Raw -635443.539173 + Penalty 2801.242638 = -632642.296535
  nChanged 146
		SP:Iteration 11Q (154651.700000 sec): 3 clusters
  Score: Raw -635547.748044 + Penalty 2801.242638 = -632746.505406
  nChanged 144
		SP:Iteration 12Q (154651.800000 sec): 3 clusters
  Score: Raw -635652.275535 + Penalty 2801.242638 = -632851.032897
  nChanged 129
		SP:Iteration 13Q (154651.900000 sec): 3 clusters
  Score: Raw -635739.050007 + Penalty 2801.242638 = -632937.807369
  nChanged 130
		SP:Iteration 14Q (154652.000000 sec): 3 clusters
  Score: Raw -635846.056993 + Penalty 2801.242638 = -633044.814355
  nChanged 129
		SP:Iteration 15Q (154652.090000 sec): 3 clusters
  Score: Raw -635950.611199 + Penalty 2801.242638 = -633149.368561
  nChanged 133
		SP:Iteration 16Q (154652.190000 sec): 3 clusters
  Score: Raw -636029.234709 + Penalty 2801.242638 = -633227.992071
  nChanged 110
		SP:Iteration 17Q (154652.290000 sec): 3 clusters
  Score: Raw -636098.861441 + Penalty 2801.242638 = -633297.618803
  nChanged 106
		SP:Iteration 18Q (154652.390000 sec): 3 clusters
  Score: Raw -636178.029987 + Penalty 2801.242638 = -633376.787350
  nChanged 109
		SP:Iteration 19Q (154652.490000 sec): 3 clusters
  Score: Raw -636292.383501 + Penalty 2801.242638 = -633491.140864
  nChanged 125
		SP:Iteration 20F (154652.590000 sec): 3 clusters
  Score: Raw -636420.158417 + Penalty 2801.242638 = -633618.915779
  nChanged 123
		SP:Iteration 21Q (154652.680000 sec): 3 clusters
  Score: Raw -636543.915649 + Penalty 2801.242638 = -633742.673011
  nChanged 108
		SP:Iteration 22Q (154652.770000 sec): 3 clusters
  Score: Raw -636639.620460 + Penalty 2801.242638 = -633838.377822
  nChanged 108
		SP:Iteration 23Q (154652.870000 sec): 3 clusters
  Score: Raw -636720.781995 + Penalty 2801.242638 = -633919.539357
  nChanged 86
		SP:Iteration 24Q (154652.970000 sec): 3 clusters
  Score: Raw -636774.529416 + Penalty 2801.242638 = -633973.286778
  nChanged 81
		SP:Iteration 25Q (154653.060000 sec): 3 clusters
  Score: Raw -636816.805754 + Penalty 2801.242638 = -634015.563117
  nChanged 62
		SP:Iteration 26Q (154653.150000 sec): 3 clusters
  Score: Raw -636848.365037 + Penalty 2801.242638 = -634047.122399
  nChanged 46
		SP:Iteration 27Q (154653.250000 sec): 3 clusters
  Score: Raw -636865.791817 + Penalty 2801.242638 = -634064.549179
  nChanged 39
		SP:Iteration 28Q (154653.340000 sec): 3 clusters
  Score: Raw -636878.999620 + Penalty 2801.242638 = -634077.756982
  nChanged 24
		SP:Iteration 29Q (154653.430000 sec): 3 clusters
  Score: Raw -636887.309393 + Penalty 2801.242638 = -634086.066755
  nChanged 22
		SP:Iteration 30Q (154653.530000 sec): 3 clusters
  Score: Raw -636894.440267 + Penalty 2801.242638 = -634093.197629
  nChanged 21
		SP:Iteration 31Q (154653.620000 sec): 3 clusters
  Score: Raw -636899.734196 + Penalty 2801.242638 = -634098.491558
  nChanged 13
		SP:Iteration 32Q (154653.710000 sec): 3 clusters
  Score: Raw -636902.876929 + Penalty 2801.242638 = -634101.634291
  nChanged 9
		SP:Iteration 33Q (154653.810000 sec): 3 clusters
  Score: Raw -636904.798757 + Penalty 2801.242638 = -634103.556119
  nChanged 6
		SP:Iteration 34Q (154653.900000 sec): 3 clusters
  Score: Raw -636906.830781 + Penalty 2801.242638 = -634105.588143
  nChanged 6
		SP:Iteration 35Q (154654.000000 sec): 3 clusters
  Score: Raw -636908.528474 + Penalty 2801.242638 = -634107.285836
  nChanged 5
		SP:Iteration 36Q (154654.090000 sec): 3 clusters
  Score: Raw -636909.694177 + Penalty 2801.242638 = -634108.451539
  nChanged 6
		SP:Iteration 37Q (154654.190000 sec): 3 clusters
  Score: Raw -636910.555580 + Penalty 2801.242638 = -634109.312942
  nChanged 3
		SP:Iteration 38Q (154654.280000 sec): 3 clusters
  Score: Raw -636911.166012 + Penalty 2801.242638 = -634109.923374
  nChanged 4
		SP:Iteration 39Q (154654.370000 sec): 3 clusters
  Score: Raw -636912.445385 + Penalty 2801.242638 = -634111.202747
  nChanged 5
		SP:Iteration 40F (154654.470000 sec): 3 clusters
  Score: Raw -636913.768978 + Penalty 2801.242638 = -634112.526341
  nChanged 7
		SP:Iteration 41Q (154654.660000 sec): 3 clusters
  Score: Raw -636914.722917 + Penalty 2801.242638 = -634113.480279
  nChanged 5
		SP:Iteration 42Q (154654.750000 sec): 3 clusters
  Score: Raw -636915.433134 + Penalty 2801.242638 = -634114.190496
  nChanged 7
		SP:Iteration 43Q (154654.840000 sec): 3 clusters
  Score: Raw -636916.863456 + Penalty 2801.242638 = -634115.620818
  nChanged 5
		SP:Iteration 44Q (154654.940000 sec): 3 clusters
  Score: Raw -636917.605617 + Penalty 2801.242638 = -634116.362979
  nChanged 2
		SP:Iteration 45Q (154655.030000 sec): 3 clusters
  Score: Raw -636917.832727 + Penalty 2801.242638 = -634116.590089
  nChanged 3
		SP:Iteration 46Q (154655.130000 sec): 3 clusters
  Score: Raw -636918.415792 + Penalty 2801.242638 = -634117.173154
  nChanged 4
		SP:Iteration 47Q (154655.220000 sec): 3 clusters
  Score: Raw -636918.902773 + Penalty 2801.242638 = -634117.660135
  nChanged 2
		SP:Iteration 48Q (154655.310000 sec): 3 clusters
  Score: Raw -636919.529810 + Penalty 2801.242638 = -634118.287172
  nChanged 1
		SP:Iteration 49Q (154655.410000 sec): 3 clusters
  Score: Raw -636919.681664 + Penalty 2801.242638 = -634118.439026
  nChanged 1
		SP:Iteration 50Q (154655.500000 sec): 3 clusters
  Score: Raw -636919.833250 + Penalty 2801.242638 = -634118.590612
  nChanged 0
		SP:Iteration 51F (154655.600000 sec): 3 clusters
  Score: Raw -636919.833250 + Penalty 2801.242638 = -634118.590612
  nChanged 0
  Score: Raw -119115717.931284 + Penalty 254291.453274 = -118861426.478010

Splitting cluster 93 changes total score from -118861421.788835 to -118861426.478010

 So it's getting split into cluster 113.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 94 (4352 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (155000.860000 sec): 2 clusters
  Score: Raw -518155.893238 + Penalty 1361.488503 = -516794.404735
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (155000.950000 sec): 3 clusters
  Score: Raw -515987.343540 + Penalty 2722.977006 = -513264.366534
  nChanged 1723
		SP:Iteration 1F (155001.030000 sec): 3 clusters
  Score: Raw -517041.950815 + Penalty 2722.977006 = -514318.973809
  nChanged 320
		SP:Iteration 2F (155001.110000 sec): 3 clusters
  Score: Raw -517210.454252 + Penalty 2722.977006 = -514487.477246
  nChanged 217
		SP:Iteration 3Q (155001.180000 sec): 3 clusters
  Score: Raw -517318.490807 + Penalty 2722.977006 = -514595.513800
  nChanged 174
		SP:Iteration 4Q (155001.260000 sec): 3 clusters
  Score: Raw -517412.619757 + Penalty 2722.977006 = -514689.642750
  nChanged 160
		SP:Iteration 5Q (155001.340000 sec): 3 clusters
  Score: Raw -517499.747348 + Penalty 2722.977006 = -514776.770341
  nChanged 156
		SP:Iteration 6Q (155001.420000 sec): 3 clusters
  Score: Raw -517576.101426 + Penalty 2722.977006 = -514853.124419
  nChanged 139
		SP:Iteration 7Q (155001.500000 sec): 3 clusters
  Score: Raw -517662.504581 + Penalty 2722.977006 = -514939.527575
  nChanged 146
		SP:Iteration 8Q (155001.580000 sec): 3 clusters
  Score: Raw -517748.333516 + Penalty 2722.977006 = -515025.356510
  nChanged 143
		SP:Iteration 9Q (155001.660000 sec): 3 clusters
  Score: Raw -517835.175424 + Penalty 2722.977006 = -515112.198418
  nChanged 122
		SP:Iteration 10Q (155001.740000 sec): 3 clusters
  Score: Raw -517890.616311 + Penalty 2722.977006 = -515167.639305
  nChanged 97
		SP:Iteration 11Q (155001.810000 sec): 3 clusters
  Score: Raw -517940.823598 + Penalty 2722.977006 = -515217.846592
  nChanged 74
		SP:Iteration 12Q (155001.890000 sec): 3 clusters
  Score: Raw -517981.839263 + Penalty 2722.977006 = -515258.862257
  nChanged 83
		SP:Iteration 13Q (155001.960000 sec): 3 clusters
  Score: Raw -518021.518357 + Penalty 2722.977006 = -515298.541351
  nChanged 82
		SP:Iteration 14Q (155002.040000 sec): 3 clusters
  Score: Raw -518066.764493 + Penalty 2722.977006 = -515343.787486
  nChanged 75
		SP:Iteration 15Q (155002.120000 sec): 3 clusters
  Score: Raw -518116.647070 + Penalty 2722.977006 = -515393.670064
  nChanged 74
		SP:Iteration 16Q (155002.200000 sec): 3 clusters
  Score: Raw -518165.131252 + Penalty 2722.977006 = -515442.154245
  nChanged 66
		SP:Iteration 17Q (155002.280000 sec): 3 clusters
  Score: Raw -518207.342202 + Penalty 2722.977006 = -515484.365196
  nChanged 57
		SP:Iteration 18Q (155002.360000 sec): 3 clusters
  Score: Raw -518235.018684 + Penalty 2722.977006 = -515512.041678
  nChanged 57
		SP:Iteration 19Q (155002.430000 sec): 3 clusters
  Score: Raw -518267.423375 + Penalty 2722.977006 = -515544.446369
  nChanged 63
		SP:Iteration 20F (155002.510000 sec): 3 clusters
  Score: Raw -518307.006337 + Penalty 2722.977006 = -515584.029331
  nChanged 67
		SP:Iteration 21Q (155002.590000 sec): 3 clusters
  Score: Raw -518348.120747 + Penalty 2722.977006 = -515625.143741
  nChanged 53
		SP:Iteration 22Q (155002.670000 sec): 3 clusters
  Score: Raw -518373.660181 + Penalty 2722.977006 = -515650.683175
  nChanged 45
		SP:Iteration 23Q (155002.740000 sec): 3 clusters
  Score: Raw -518395.738917 + Penalty 2722.977006 = -515672.761911
  nChanged 38
		SP:Iteration 24Q (155002.820000 sec): 3 clusters
  Score: Raw -518408.550315 + Penalty 2722.977006 = -515685.573308
  nChanged 24
		SP:Iteration 25Q (155002.900000 sec): 3 clusters
  Score: Raw -518420.817950 + Penalty 2722.977006 = -515697.840943
  nChanged 31
		SP:Iteration 26Q (155002.980000 sec): 3 clusters
  Score: Raw -518434.960294 + Penalty 2722.977006 = -515711.983287
  nChanged 31
		SP:Iteration 27Q (155003.050000 sec): 3 clusters
  Score: Raw -518445.369967 + Penalty 2722.977006 = -515722.392961
  nChanged 18
		SP:Iteration 28Q (155003.130000 sec): 3 clusters
  Score: Raw -518451.885702 + Penalty 2722.977006 = -515728.908696
  nChanged 19
		SP:Iteration 29Q (155003.210000 sec): 3 clusters
  Score: Raw -518458.561183 + Penalty 2722.977006 = -515735.584177
  nChanged 18
		SP:Iteration 30Q (155003.280000 sec): 3 clusters
  Score: Raw -518465.790830 + Penalty 2722.977006 = -515742.813823
  nChanged 12
		SP:Iteration 31Q (155003.360000 sec): 3 clusters
  Score: Raw -518471.466095 + Penalty 2722.977006 = -515748.489089
  nChanged 12
		SP:Iteration 32Q (155003.440000 sec): 3 clusters
  Score: Raw -518476.269710 + Penalty 2722.977006 = -515753.292704
  nChanged 11
		SP:Iteration 33Q (155003.510000 sec): 3 clusters
  Score: Raw -518480.142740 + Penalty 2722.977006 = -515757.165734
  nChanged 13
		SP:Iteration 34Q (155003.590000 sec): 3 clusters
  Score: Raw -518487.402740 + Penalty 2722.977006 = -515764.425734
  nChanged 16
		SP:Iteration 35Q (155003.670000 sec): 3 clusters
  Score: Raw -518493.059645 + Penalty 2722.977006 = -515770.082639
  nChanged 14
		SP:Iteration 36Q (155003.740000 sec): 3 clusters
  Score: Raw -518496.704530 + Penalty 2722.977006 = -515773.727524
  nChanged 9
		SP:Iteration 37Q (155003.820000 sec): 3 clusters
  Score: Raw -518498.973853 + Penalty 2722.977006 = -515775.996847
  nChanged 7
		SP:Iteration 38Q (155003.900000 sec): 3 clusters
  Score: Raw -518500.990366 + Penalty 2722.977006 = -515778.013360
  nChanged 7
		SP:Iteration 39Q (155003.970000 sec): 3 clusters
  Score: Raw -518503.241536 + Penalty 2722.977006 = -515780.264530
  nChanged 8
		SP:Iteration 40F (155004.050000 sec): 3 clusters
  Score: Raw -518506.489575 + Penalty 2722.977006 = -515783.512569
  nChanged 15
		SP:Iteration 41Q (155004.130000 sec): 3 clusters
  Score: Raw -518512.889054 + Penalty 2722.977006 = -515789.912047
  nChanged 9
		SP:Iteration 42Q (155004.210000 sec): 3 clusters
  Score: Raw -518515.526949 + Penalty 2722.977006 = -515792.549943
  nChanged 5
		SP:Iteration 43Q (155004.280000 sec): 3 clusters
  Score: Raw -518517.283655 + Penalty 2722.977006 = -515794.306649
  nChanged 4
		SP:Iteration 44Q (155004.360000 sec): 3 clusters
  Score: Raw -518520.049843 + Penalty 2722.977006 = -515797.072837
  nChanged 7
		SP:Iteration 45Q (155004.440000 sec): 3 clusters
  Score: Raw -518524.896596 + Penalty 2722.977006 = -515801.919589
  nChanged 11
		SP:Iteration 46Q (155004.510000 sec): 3 clusters
  Score: Raw -518530.153015 + Penalty 2722.977006 = -515807.176009
  nChanged 11
		SP:Iteration 47Q (155004.590000 sec): 3 clusters
  Score: Raw -518534.477336 + Penalty 2722.977006 = -515811.500330
  nChanged 9
		SP:Iteration 48Q (155004.660000 sec): 3 clusters
  Score: Raw -518537.607114 + Penalty 2722.977006 = -515814.630108
  nChanged 6
		SP:Iteration 49Q (155004.740000 sec): 3 clusters
  Score: Raw -518539.836885 + Penalty 2722.977006 = -515816.859879
  nChanged 5
		SP:Iteration 50Q (155004.820000 sec): 3 clusters
  Score: Raw -518541.960341 + Penalty 2722.977006 = -515818.983335
  nChanged 2
		SP:Iteration 51Q (155004.900000 sec): 3 clusters
  Score: Raw -518542.687228 + Penalty 2722.977006 = -515819.710222
  nChanged 0
		SP:Iteration 52F (155004.970000 sec): 3 clusters
  Score: Raw -518542.687228 + Penalty 2722.977006 = -515819.710222
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 95 (1481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (155005.040000 sec): 2 clusters
  Score: Raw -167765.383998 + Penalty 1186.326832 = -166579.057166
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (155005.060000 sec): 3 clusters
  Score: Raw -167233.226602 + Penalty 2372.653665 = -164860.572937
  nChanged 493
		SP:Iteration 1F (155005.090000 sec): 3 clusters
  Score: Raw -167630.527403 + Penalty 2372.653665 = -165257.873738
  nChanged 143
		SP:Iteration 2F (155005.120000 sec): 3 clusters
  Score: Raw -167797.636492 + Penalty 2372.653665 = -165424.982827
  nChanged 113
		SP:Iteration 3F (155005.150000 sec): 3 clusters
  Score: Raw -167951.818867 + Penalty 2372.653665 = -165579.165202
  nChanged 85
		SP:Iteration 4F (155005.180000 sec): 3 clusters
  Score: Raw -168045.971413 + Penalty 2372.653665 = -165673.317748
  nChanged 66
		SP:Iteration 5Q (155005.210000 sec): 3 clusters
  Score: Raw -168125.718131 + Penalty 2372.653665 = -165753.064467
  nChanged 50
		SP:Iteration 6Q (155005.240000 sec): 3 clusters
  Score: Raw -168201.730770 + Penalty 2372.653665 = -165829.077105
  nChanged 43
		SP:Iteration 7Q (155005.260000 sec): 3 clusters
  Score: Raw -168253.768607 + Penalty 2372.653665 = -165881.114943
  nChanged 28
		SP:Iteration 8Q (155005.290000 sec): 3 clusters
  Score: Raw -168278.325019 + Penalty 2372.653665 = -165905.671355
  nChanged 18
		SP:Iteration 9Q (155005.320000 sec): 3 clusters
  Score: Raw -168294.908194 + Penalty 2372.653665 = -165922.254530
  nChanged 20
		SP:Iteration 10Q (155005.340000 sec): 3 clusters
  Score: Raw -168309.984504 + Penalty 2372.653665 = -165937.330839
  nChanged 17
		SP:Iteration 11Q (155005.370000 sec): 3 clusters
  Score: Raw -168325.772654 + Penalty 2372.653665 = -165953.118990
  nChanged 21
		SP:Iteration 12Q (155005.400000 sec): 3 clusters
  Score: Raw -168340.022343 + Penalty 2372.653665 = -165967.368678
  nChanged 11
		SP:Iteration 13Q (155005.430000 sec): 3 clusters
  Score: Raw -168349.990072 + Penalty 2372.653665 = -165977.336408
  nChanged 9
		SP:Iteration 14Q (155005.450000 sec): 3 clusters
  Score: Raw -168358.739809 + Penalty 2372.653665 = -165986.086144
  nChanged 10
		SP:Iteration 15Q (155005.480000 sec): 3 clusters
  Score: Raw -168372.777146 + Penalty 2372.653665 = -166000.123481
  nChanged 9
		SP:Iteration 16Q (155005.510000 sec): 3 clusters
  Score: Raw -168382.128985 + Penalty 2372.653665 = -166009.475320
  nChanged 10
		SP:Iteration 17Q (155005.540000 sec): 3 clusters
  Score: Raw -168391.135297 + Penalty 2372.653665 = -166018.481632
  nChanged 6
		SP:Iteration 18Q (155005.560000 sec): 3 clusters
  Score: Raw -168395.218386 + Penalty 2372.653665 = -166022.564721
  nChanged 4
		SP:Iteration 19Q (155005.590000 sec): 3 clusters
  Score: Raw -168396.983938 + Penalty 2372.653665 = -166024.330273
  nChanged 1
		SP:Iteration 20F (155005.620000 sec): 3 clusters
  Score: Raw -168400.753656 + Penalty 2372.653665 = -166028.099992
  nChanged 1
		SP:Iteration 21Q (155005.650000 sec): 3 clusters
  Score: Raw -168403.213943 + Penalty 2372.653665 = -166030.560278
  nChanged 5
		SP:Iteration 22Q (155005.670000 sec): 3 clusters
  Score: Raw -168410.456189 + Penalty 2372.653665 = -166037.802524
  nChanged 9
		SP:Iteration 23Q (155005.700000 sec): 3 clusters
  Score: Raw -168417.463584 + Penalty 2372.653665 = -166044.809920
  nChanged 3
		SP:Iteration 24Q (155005.730000 sec): 3 clusters
  Score: Raw -168418.995260 + Penalty 2372.653665 = -166046.341595
  nChanged 4
		SP:Iteration 25Q (155005.760000 sec): 3 clusters
  Score: Raw -168420.992297 + Penalty 2372.653665 = -166048.338632
  nChanged 2
		SP:Iteration 26Q (155005.780000 sec): 3 clusters
  Score: Raw -168422.033536 + Penalty 2372.653665 = -166049.379872
  nChanged 0
		SP:Iteration 27F (155005.810000 sec): 3 clusters
  Score: Raw -168422.033536 + Penalty 2372.653665 = -166049.379872
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 96 (13637 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (155005.970000 sec): 2 clusters
  Score: Raw -1640559.959401 + Penalty 1547.088069 = -1639012.871331
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (155006.200000 sec): 3 clusters
  Score: Raw -1632576.306527 + Penalty 3094.176139 = -1629482.130388
  nChanged 6038
		SP:Iteration 1F (155006.400000 sec): 3 clusters
  Score: Raw -1635957.860515 + Penalty 3094.176139 = -1632863.684376
  nChanged 911
		SP:Iteration 2F (155006.620000 sec): 3 clusters
  Score: Raw -1636467.609764 + Penalty 3094.176139 = -1633373.433625
  nChanged 939
		SP:Iteration 3F (155006.810000 sec): 3 clusters
  Score: Raw -1637088.391435 + Penalty 3094.176139 = -1633994.215296
  nChanged 979
		SP:Iteration 4F (155007.040000 sec): 3 clusters
  Score: Raw -1637856.495764 + Penalty 3094.176139 = -1634762.319625
  nChanged 934
		SP:Iteration 5F (155007.230000 sec): 3 clusters
  Score: Raw -1638611.640017 + Penalty 3094.176139 = -1635517.463879
  nChanged 858
		SP:Iteration 6F (155007.490000 sec): 3 clusters
  Score: Raw -1639247.490327 + Penalty 3094.176139 = -1636153.314188
  nChanged 710
		SP:Iteration 7F (155007.680000 sec): 3 clusters
  Score: Raw -1639687.251969 + Penalty 3094.176139 = -1636593.075831
  nChanged 529
		SP:Iteration 8Q (155007.900000 sec): 3 clusters
  Score: Raw -1639946.005880 + Penalty 3094.176139 = -1636851.829741
  nChanged 408
		SP:Iteration 9Q (155008.090000 sec): 3 clusters
  Score: Raw -1640124.616304 + Penalty 3094.176139 = -1637030.440165
  nChanged 357
		SP:Iteration 10Q (155008.320000 sec): 3 clusters
  Score: Raw -1640287.782062 + Penalty 3094.176139 = -1637193.605923
  nChanged 326
		SP:Iteration 11Q (155008.510000 sec): 3 clusters
  Score: Raw -1640438.924277 + Penalty 3094.176139 = -1637344.748139
  nChanged 306
		SP:Iteration 12Q (155008.730000 sec): 3 clusters
  Score: Raw -1640584.063261 + Penalty 3094.176139 = -1637489.887122
  nChanged 293
		SP:Iteration 13Q (155008.920000 sec): 3 clusters
  Score: Raw -1640714.698406 + Penalty 3094.176139 = -1637620.522267
  nChanged 274
		SP:Iteration 14Q (155009.150000 sec): 3 clusters
  Score: Raw -1640840.048797 + Penalty 3094.176139 = -1637745.872658
  nChanged 273
		SP:Iteration 15Q (155009.330000 sec): 3 clusters
  Score: Raw -1640960.846210 + Penalty 3094.176139 = -1637866.670071
  nChanged 266
		SP:Iteration 16Q (155009.560000 sec): 3 clusters
  Score: Raw -1641084.398794 + Penalty 3094.176139 = -1637990.222655
  nChanged 276
		SP:Iteration 17Q (155009.740000 sec): 3 clusters
  Score: Raw -1641202.064342 + Penalty 3094.176139 = -1638107.888203
  nChanged 239
		SP:Iteration 18Q (155009.970000 sec): 3 clusters
  Score: Raw -1641316.252268 + Penalty 3094.176139 = -1638222.076129
  nChanged 240
		SP:Iteration 19Q (155010.150000 sec): 3 clusters
  Score: Raw -1641450.956693 + Penalty 3094.176139 = -1638356.780554
  nChanged 266
		SP:Iteration 20F (155010.380000 sec): 3 clusters
  Score: Raw -1641604.074600 + Penalty 3094.176139 = -1638509.898461
  nChanged 256
		SP:Iteration 21Q (155010.580000 sec): 3 clusters
  Score: Raw -1641737.418918 + Penalty 3094.176139 = -1638643.242779
  nChanged 211
		SP:Iteration 22Q (155010.800000 sec): 3 clusters
  Score: Raw -1641863.221777 + Penalty 3094.176139 = -1638769.045638
  nChanged 223
		SP:Iteration 23Q (155010.970000 sec): 3 clusters
  Score: Raw -1642010.834119 + Penalty 3094.176139 = -1638916.657981
  nChanged 225
		SP:Iteration 24Q (155011.180000 sec): 3 clusters
  Score: Raw -1642165.108937 + Penalty 3094.176139 = -1639070.932798
  nChanged 194
		SP:Iteration 25Q (155011.370000 sec): 3 clusters
  Score: Raw -1642288.455350 + Penalty 3094.176139 = -1639194.279211
  nChanged 156
		SP:Iteration 26Q (155011.550000 sec): 3 clusters
  Score: Raw -1642370.220976 + Penalty 3094.176139 = -1639276.044837
  nChanged 117
		SP:Iteration 27Q (155011.750000 sec): 3 clusters
  Score: Raw -1642419.028381 + Penalty 3094.176139 = -1639324.852242
  nChanged 106
		SP:Iteration 28Q (155011.960000 sec): 3 clusters
  Score: Raw -1642454.890543 + Penalty 3094.176139 = -1639360.714404
  nChanged 85
		SP:Iteration 29Q (155012.180000 sec): 3 clusters
  Score: Raw -1642479.741737 + Penalty 3094.176139 = -1639385.565598
  nChanged 61
		SP:Iteration 30Q (155012.350000 sec): 3 clusters
  Score: Raw -1642496.845655 + Penalty 3094.176139 = -1639402.669516
  nChanged 63
		SP:Iteration 31Q (155012.550000 sec): 3 clusters
  Score: Raw -1642511.921876 + Penalty 3094.176139 = -1639417.745737
  nChanged 51
		SP:Iteration 32Q (155012.740000 sec): 3 clusters
  Score: Raw -1642524.374873 + Penalty 3094.176139 = -1639430.198734
  nChanged 40
		SP:Iteration 33Q (155012.930000 sec): 3 clusters
  Score: Raw -1642533.214611 + Penalty 3094.176139 = -1639439.038472
  nChanged 32
		SP:Iteration 34Q (155013.140000 sec): 3 clusters
  Score: Raw -1642538.090507 + Penalty 3094.176139 = -1639443.914368
  nChanged 24
		SP:Iteration 35Q (155013.310000 sec): 3 clusters
  Score: Raw -1642542.013488 + Penalty 3094.176139 = -1639447.837349
  nChanged 23
		SP:Iteration 36Q (155013.540000 sec): 3 clusters
  Score: Raw -1642546.375020 + Penalty 3094.176139 = -1639452.198881
  nChanged 19
		SP:Iteration 37Q (155013.710000 sec): 3 clusters
  Score: Raw -1642549.402082 + Penalty 3094.176139 = -1639455.225943
  nChanged 16
		SP:Iteration 38Q (155013.910000 sec): 3 clusters
  Score: Raw -1642551.863603 + Penalty 3094.176139 = -1639457.687464
  nChanged 14
		SP:Iteration 39Q (155014.100000 sec): 3 clusters
  Score: Raw -1642553.632865 + Penalty 3094.176139 = -1639459.456726
  nChanged 8
		SP:Iteration 40F (155014.300000 sec): 3 clusters
  Score: Raw -1642554.426568 + Penalty 3094.176139 = -1639460.250429
  nChanged 4
		SP:Iteration 41Q (155014.500000 sec): 3 clusters
  Score: Raw -1642554.878296 + Penalty 3094.176139 = -1639460.702157
  nChanged 2
		SP:Iteration 42Q (155014.680000 sec): 3 clusters
  Score: Raw -1642555.321676 + Penalty 3094.176139 = -1639461.145537
  nChanged 3
		SP:Iteration 43Q (155014.890000 sec): 3 clusters
  Score: Raw -1642555.962111 + Penalty 3094.176139 = -1639461.785972
  nChanged 3
		SP:Iteration 44Q (155015.110000 sec): 3 clusters
  Score: Raw -1642556.376677 + Penalty 3094.176139 = -1639462.200538
  nChanged 2
		SP:Iteration 45Q (155015.330000 sec): 3 clusters
  Score: Raw -1642556.649132 + Penalty 3094.176139 = -1639462.472994
  nChanged 1
		SP:Iteration 46Q (155015.500000 sec): 3 clusters
  Score: Raw -1642556.711858 + Penalty 3094.176139 = -1639462.535719
  nChanged 0
		SP:Iteration 47F (155015.710000 sec): 3 clusters
  Score: Raw -1642556.711858 + Penalty 3094.176139 = -1639462.535719
  nChanged 0
  Score: Raw -119117714.683742 + Penalty 256541.820117 = -118861172.863624

Splitting cluster 96 changes total score from -118861421.788835 to -118861172.863624

 So it's not getting split.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 97 (2439 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (155363.570000 sec): 2 clusters
  Score: Raw -272484.354194 + Penalty 1267.393302 = -271216.960892
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (155363.630000 sec): 3 clusters
  Score: Raw -271398.495144 + Penalty 2534.786604 = -268863.708540
  nChanged 879
		SP:Iteration 1F (155363.690000 sec): 3 clusters
  Score: Raw -271935.029205 + Penalty 2534.786604 = -269400.242600
  nChanged 203
		SP:Iteration 2F (155363.740000 sec): 3 clusters
  Score: Raw -272091.578690 + Penalty 2534.786604 = -269556.792085
  nChanged 138
		SP:Iteration 3F (155363.780000 sec): 3 clusters
  Score: Raw -272193.734566 + Penalty 2534.786604 = -269658.947961
  nChanged 122
		SP:Iteration 4F (155363.830000 sec): 3 clusters
  Score: Raw -272290.426392 + Penalty 2534.786604 = -269755.639787
  nChanged 98
		SP:Iteration 5Q (155363.870000 sec): 3 clusters
  Score: Raw -272348.666587 + Penalty 2534.786604 = -269813.879982
  nChanged 63
		SP:Iteration 6Q (155363.920000 sec): 3 clusters
  Score: Raw -272387.003584 + Penalty 2534.786604 = -269852.216980
  nChanged 57
		SP:Iteration 7Q (155363.960000 sec): 3 clusters
  Score: Raw -272427.403031 + Penalty 2534.786604 = -269892.616427
  nChanged 48
		SP:Iteration 8Q (155364.000000 sec): 3 clusters
  Score: Raw -272452.900786 + Penalty 2534.786604 = -269918.114181
  nChanged 35
		SP:Iteration 9Q (155364.050000 sec): 3 clusters
  Score: Raw -272469.738804 + Penalty 2534.786604 = -269934.952200
  nChanged 28
		SP:Iteration 10Q (155364.090000 sec): 3 clusters
  Score: Raw -272488.533330 + Penalty 2534.786604 = -269953.746726
  nChanged 27
		SP:Iteration 11Q (155364.140000 sec): 3 clusters
  Score: Raw -272504.798918 + Penalty 2534.786604 = -269970.012314
  nChanged 28
		SP:Iteration 12Q (155364.180000 sec): 3 clusters
  Score: Raw -272522.328438 + Penalty 2534.786604 = -269987.541833
  nChanged 29
		SP:Iteration 13Q (155364.220000 sec): 3 clusters
  Score: Raw -272536.046611 + Penalty 2534.786604 = -270001.260007
  nChanged 26
		SP:Iteration 14Q (155364.270000 sec): 3 clusters
  Score: Raw -272551.789560 + Penalty 2534.786604 = -270017.002956
  nChanged 30
		SP:Iteration 15Q (155364.310000 sec): 3 clusters
  Score: Raw -272564.709179 + Penalty 2534.786604 = -270029.922575
  nChanged 16
		SP:Iteration 16Q (155364.360000 sec): 3 clusters
  Score: Raw -272576.204907 + Penalty 2534.786604 = -270041.418303
  nChanged 16
		SP:Iteration 17Q (155364.400000 sec): 3 clusters
  Score: Raw -272586.812716 + Penalty 2534.786604 = -270052.026112
  nChanged 11
		SP:Iteration 18Q (155364.440000 sec): 3 clusters
  Score: Raw -272591.733739 + Penalty 2534.786604 = -270056.947135
  nChanged 6
		SP:Iteration 19Q (155364.490000 sec): 3 clusters
  Score: Raw -272594.051110 + Penalty 2534.786604 = -270059.264506
  nChanged 4
		SP:Iteration 20F (155364.540000 sec): 3 clusters
  Score: Raw -272595.339012 + Penalty 2534.786604 = -270060.552407
  nChanged 3
		SP:Iteration 21Q (155364.580000 sec): 3 clusters
  Score: Raw -272596.709298 + Penalty 2534.786604 = -270061.922693
  nChanged 5
		SP:Iteration 22Q (155364.620000 sec): 3 clusters
  Score: Raw -272598.138276 + Penalty 2534.786604 = -270063.351671
  nChanged 3
		SP:Iteration 23Q (155364.670000 sec): 3 clusters
  Score: Raw -272599.072432 + Penalty 2534.786604 = -270064.285828
  nChanged 3
		SP:Iteration 24Q (155364.710000 sec): 3 clusters
  Score: Raw -272599.470788 + Penalty 2534.786604 = -270064.684184
  nChanged 0
		SP:Iteration 25F (155364.760000 sec): 3 clusters
  Score: Raw -272599.470788 + Penalty 2534.786604 = -270064.684184
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 98 (14024 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (155364.920000 sec): 2 clusters
  Score: Raw -1656611.165320 + Penalty 1551.635382 = -1655059.529939
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (155365.130000 sec): 3 clusters
  Score: Raw -1648370.485183 + Penalty 3103.270764 = -1645267.214419
  nChanged 6296
		SP:Iteration 1F (155365.340000 sec): 3 clusters
  Score: Raw -1651801.456775 + Penalty 3103.270764 = -1648698.186011
  nChanged 840
		SP:Iteration 2F (155365.520000 sec): 3 clusters
  Score: Raw -1652246.470354 + Penalty 3103.270764 = -1649143.199590
  nChanged 854
		SP:Iteration 3F (155365.700000 sec): 3 clusters
  Score: Raw -1652767.726064 + Penalty 3103.270764 = -1649664.455300
  nChanged 856
		SP:Iteration 4F (155365.920000 sec): 3 clusters
  Score: Raw -1653329.468563 + Penalty 3103.270764 = -1650226.197799
  nChanged 855
		SP:Iteration 5F (155366.130000 sec): 3 clusters
  Score: Raw -1653942.547334 + Penalty 3103.270764 = -1650839.276571
  nChanged 896
		SP:Iteration 6F (155366.340000 sec): 3 clusters
  Score: Raw -1654643.586040 + Penalty 3103.270764 = -1651540.315277
  nChanged 962
		SP:Iteration 7F (155366.570000 sec): 3 clusters
  Score: Raw -1655519.189571 + Penalty 3103.270764 = -1652415.918807
  nChanged 985
		SP:Iteration 8F (155366.740000 sec): 3 clusters
  Score: Raw -1656525.948683 + Penalty 3103.270764 = -1653422.677920
  nChanged 838
		SP:Iteration 9F (155366.960000 sec): 3 clusters
  Score: Raw -1657407.841057 + Penalty 3103.270764 = -1654304.570294
  nChanged 599
		SP:Iteration 10Q (155367.170000 sec): 3 clusters
  Score: Raw -1657995.101964 + Penalty 3103.270764 = -1654891.831200
  nChanged 417
		SP:Iteration 11Q (155367.370000 sec): 3 clusters
  Score: Raw -1658258.815843 + Penalty 3103.270764 = -1655155.545079
  nChanged 266
		SP:Iteration 12Q (155367.550000 sec): 3 clusters
  Score: Raw -1658374.702744 + Penalty 3103.270764 = -1655271.431980
  nChanged 193
		SP:Iteration 13Q (155367.730000 sec): 3 clusters
  Score: Raw -1658462.774061 + Penalty 3103.270764 = -1655359.503297
  nChanged 182
		SP:Iteration 14Q (155367.940000 sec): 3 clusters
  Score: Raw -1658562.619002 + Penalty 3103.270764 = -1655459.348239
  nChanged 178
		SP:Iteration 15Q (155368.100000 sec): 3 clusters
  Score: Raw -1658672.391792 + Penalty 3103.270764 = -1655569.121028
  nChanged 199
		SP:Iteration 16Q (155368.300000 sec): 3 clusters
  Score: Raw -1658811.325103 + Penalty 3103.270764 = -1655708.054339
  nChanged 227
		SP:Iteration 17Q (155368.480000 sec): 3 clusters
  Score: Raw -1659002.784843 + Penalty 3103.270764 = -1655899.514079
  nChanged 277
		SP:Iteration 18Q (155368.660000 sec): 3 clusters
  Score: Raw -1659223.777648 + Penalty 3103.270764 = -1656120.506884
  nChanged 272
		SP:Iteration 19Q (155368.870000 sec): 3 clusters
  Score: Raw -1659467.782747 + Penalty 3103.270764 = -1656364.511983
  nChanged 280
		SP:Iteration 20F (155369.050000 sec): 3 clusters
  Score: Raw -1659722.356397 + Penalty 3103.270764 = -1656619.085634
  nChanged 248
		SP:Iteration 21Q (155369.250000 sec): 3 clusters
  Score: Raw -1659901.545833 + Penalty 3103.270764 = -1656798.275070
  nChanged 198
		SP:Iteration 22Q (155369.440000 sec): 3 clusters
  Score: Raw -1660010.183646 + Penalty 3103.270764 = -1656906.912882
  nChanged 135
		SP:Iteration 23Q (155369.610000 sec): 3 clusters
  Score: Raw -1660063.875783 + Penalty 3103.270764 = -1656960.605019
  nChanged 116
		SP:Iteration 24Q (155369.810000 sec): 3 clusters
  Score: Raw -1660100.649978 + Penalty 3103.270764 = -1656997.379215
  nChanged 79
		SP:Iteration 25Q (155369.980000 sec): 3 clusters
  Score: Raw -1660122.121707 + Penalty 3103.270764 = -1657018.850943
  nChanged 55
		SP:Iteration 26Q (155370.180000 sec): 3 clusters
  Score: Raw -1660133.831584 + Penalty 3103.270764 = -1657030.560820
  nChanged 44
		SP:Iteration 27Q (155370.380000 sec): 3 clusters
  Score: Raw -1660142.256087 + Penalty 3103.270764 = -1657038.985323
  nChanged 27
		SP:Iteration 28Q (155370.560000 sec): 3 clusters
  Score: Raw -1660145.213452 + Penalty 3103.270764 = -1657041.942688
  nChanged 14
		SP:Iteration 29Q (155370.730000 sec): 3 clusters
  Score: Raw -1660146.501172 + Penalty 3103.270764 = -1657043.230409
  nChanged 10
		SP:Iteration 30Q (155370.940000 sec): 3 clusters
  Score: Raw -1660147.555243 + Penalty 3103.270764 = -1657044.284480
  nChanged 7
		SP:Iteration 31Q (155371.100000 sec): 3 clusters
  Score: Raw -1660147.974356 + Penalty 3103.270764 = -1657044.703593
  nChanged 3
		SP:Iteration 32Q (155371.280000 sec): 3 clusters
  Score: Raw -1660148.139894 + Penalty 3103.270764 = -1657044.869130
  nChanged 3
		SP:Iteration 33Q (155371.460000 sec): 3 clusters
  Score: Raw -1660148.291404 + Penalty 3103.270764 = -1657045.020641
  nChanged 3
		SP:Iteration 34Q (155371.670000 sec): 3 clusters
  Score: Raw -1660148.453528 + Penalty 3103.270764 = -1657045.182765
  nChanged 1
		SP:Iteration 35Q (155371.820000 sec): 3 clusters
  Score: Raw -1660148.510791 + Penalty 3103.270764 = -1657045.240027
  nChanged 1
		SP:Iteration 36Q (155372.010000 sec): 3 clusters
  Score: Raw -1660148.654091 + Penalty 3103.270764 = -1657045.383327
  nChanged 2
		SP:Iteration 37Q (155372.180000 sec): 3 clusters
  Score: Raw -1660148.957755 + Penalty 3103.270764 = -1657045.686991
  nChanged 2
		SP:Iteration 38Q (155372.400000 sec): 3 clusters
  Score: Raw -1660149.443603 + Penalty 3103.270764 = -1657046.172839
  nChanged 3
		SP:Iteration 39Q (155372.560000 sec): 3 clusters
  Score: Raw -1660149.779797 + Penalty 3103.270764 = -1657046.509033
  nChanged 1
		SP:Iteration 40F (155372.760000 sec): 3 clusters
  Score: Raw -1660149.835741 + Penalty 3103.270764 = -1657046.564977
  nChanged 0
  Score: Raw -119119256.601705 + Penalty 256541.820117 = -118862714.781587

Splitting cluster 98 changes total score from -118861421.788835 to -118862714.781587

 So it's getting split into cluster 114.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 99 (2223 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (155719.990000 sec): 2 clusters
  Score: Raw -256488.951743 + Penalty 1252.324599 = -255236.627145
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (155720.030000 sec): 3 clusters
  Score: Raw -255517.328943 + Penalty 2504.649197 = -253012.679746
  nChanged 777
		SP:Iteration 1F (155720.070000 sec): 3 clusters
  Score: Raw -256033.459637 + Penalty 2504.649197 = -253528.810440
  nChanged 193
		SP:Iteration 2F (155720.110000 sec): 3 clusters
  Score: Raw -256205.559776 + Penalty 2504.649197 = -253700.910579
  nChanged 146
		SP:Iteration 3F (155720.150000 sec): 3 clusters
  Score: Raw -256352.086611 + Penalty 2504.649197 = -253847.437414
  nChanged 122
		SP:Iteration 4F (155720.190000 sec): 3 clusters
  Score: Raw -256473.529023 + Penalty 2504.649197 = -253968.879826
  nChanged 116
		SP:Iteration 5F (155720.230000 sec): 3 clusters
  Score: Raw -256601.304427 + Penalty 2504.649197 = -254096.655230
  nChanged 94
		SP:Iteration 6Q (155720.270000 sec): 3 clusters
  Score: Raw -256707.447826 + Penalty 2504.649197 = -254202.798629
  nChanged 98
		SP:Iteration 7Q (155720.310000 sec): 3 clusters
  Score: Raw -256807.757924 + Penalty 2504.649197 = -254303.108727
  nChanged 94
		SP:Iteration 8Q (155720.360000 sec): 3 clusters
  Score: Raw -256906.612689 + Penalty 2504.649197 = -254401.963492
  nChanged 85
		SP:Iteration 9Q (155720.400000 sec): 3 clusters
  Score: Raw -257003.388634 + Penalty 2504.649197 = -254498.739437
  nChanged 72
		SP:Iteration 10Q (155720.440000 sec): 3 clusters
  Score: Raw -257118.732525 + Penalty 2504.649197 = -254614.083328
  nChanged 94
		SP:Iteration 11Q (155720.480000 sec): 3 clusters
  Score: Raw -257239.402762 + Penalty 2504.649197 = -254734.753565
  nChanged 76
		SP:Iteration 12Q (155720.510000 sec): 3 clusters
  Score: Raw -257323.997988 + Penalty 2504.649197 = -254819.348791
  nChanged 64
		SP:Iteration 13Q (155720.550000 sec): 3 clusters
  Score: Raw -257433.509017 + Penalty 2504.649197 = -254928.859820
  nChanged 55
		SP:Iteration 14Q (155720.590000 sec): 3 clusters
  Score: Raw -257517.272776 + Penalty 2504.649197 = -255012.623578
  nChanged 48
		SP:Iteration 15Q (155720.630000 sec): 3 clusters
  Score: Raw -257570.792087 + Penalty 2504.649197 = -255066.142890
  nChanged 28
		SP:Iteration 16Q (155720.670000 sec): 3 clusters
  Score: Raw -257597.664074 + Penalty 2504.649197 = -255093.014877
  nChanged 18
		SP:Iteration 17Q (155720.710000 sec): 3 clusters
  Score: Raw -257619.089799 + Penalty 2504.649197 = -255114.440602
  nChanged 14
		SP:Iteration 18Q (155720.750000 sec): 3 clusters
  Score: Raw -257633.450511 + Penalty 2504.649197 = -255128.801314
  nChanged 10
		SP:Iteration 19Q (155720.790000 sec): 3 clusters
  Score: Raw -257640.048187 + Penalty 2504.649197 = -255135.398990
  nChanged 5
		SP:Iteration 20F (155720.830000 sec): 3 clusters
  Score: Raw -257642.438523 + Penalty 2504.649197 = -255137.789326
  nChanged 1
		SP:Iteration 21Q (155720.870000 sec): 3 clusters
  Score: Raw -257643.619816 + Penalty 2504.649197 = -255138.970619
  nChanged 1
		SP:Iteration 22Q (155720.910000 sec): 3 clusters
  Score: Raw -257644.775696 + Penalty 2504.649197 = -255140.126499
  nChanged 1
		SP:Iteration 23Q (155720.950000 sec): 3 clusters
  Score: Raw -257645.206850 + Penalty 2504.649197 = -255140.557653
  nChanged 0
		SP:Iteration 24F (155720.990000 sec): 3 clusters
  Score: Raw -257645.206850 + Penalty 2504.649197 = -255140.557653
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 100 (3251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (155721.060000 sec): 2 clusters
  Score: Raw -347761.277963 + Penalty 1314.091662 = -346447.186301
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (155721.120000 sec): 3 clusters
  Score: Raw -346209.683237 + Penalty 2628.183324 = -343581.499913
  nChanged 1239
		SP:Iteration 1F (155721.180000 sec): 3 clusters
  Score: Raw -347056.114615 + Penalty 2628.183324 = -344427.931291
  nChanged 313
		SP:Iteration 2F (155721.250000 sec): 3 clusters
  Score: Raw -347355.009538 + Penalty 2628.183324 = -344726.826214
  nChanged 235
		SP:Iteration 3F (155721.310000 sec): 3 clusters
  Score: Raw -347632.293831 + Penalty 2628.183324 = -345004.110507
  nChanged 243
		SP:Iteration 4F (155721.370000 sec): 3 clusters
  Score: Raw -347961.082356 + Penalty 2628.183324 = -345332.899032
  nChanged 216
		SP:Iteration 5F (155721.430000 sec): 3 clusters
  Score: Raw -348215.271021 + Penalty 2628.183324 = -345587.087697
  nChanged 162
		SP:Iteration 6Q (155721.480000 sec): 3 clusters
  Score: Raw -348393.906088 + Penalty 2628.183324 = -345765.722764
  nChanged 143
		SP:Iteration 7Q (155721.540000 sec): 3 clusters
  Score: Raw -348534.433197 + Penalty 2628.183324 = -345906.249873
  nChanged 107
		SP:Iteration 8Q (155721.600000 sec): 3 clusters
  Score: Raw -348648.866418 + Penalty 2628.183324 = -346020.683094
  nChanged 68
		SP:Iteration 9Q (155721.660000 sec): 3 clusters
  Score: Raw -348704.740116 + Penalty 2628.183324 = -346076.556792
  nChanged 40
		SP:Iteration 10Q (155721.710000 sec): 3 clusters
  Score: Raw -348733.623781 + Penalty 2628.183324 = -346105.440457
  nChanged 28
		SP:Iteration 11Q (155721.770000 sec): 3 clusters
  Score: Raw -348750.996817 + Penalty 2628.183324 = -346122.813493
  nChanged 32
		SP:Iteration 12Q (155721.830000 sec): 3 clusters
  Score: Raw -348772.105150 + Penalty 2628.183324 = -346143.921826
  nChanged 26
		SP:Iteration 13Q (155721.890000 sec): 3 clusters
  Score: Raw -348786.953087 + Penalty 2628.183324 = -346158.769763
  nChanged 11
		SP:Iteration 14Q (155721.950000 sec): 3 clusters
  Score: Raw -348792.202123 + Penalty 2628.183324 = -346164.018799
  nChanged 6
		SP:Iteration 15Q (155722.000000 sec): 3 clusters
  Score: Raw -348794.599643 + Penalty 2628.183324 = -346166.416318
  nChanged 5
		SP:Iteration 16Q (155722.060000 sec): 3 clusters
  Score: Raw -348797.532698 + Penalty 2628.183324 = -346169.349374
  nChanged 3
		SP:Iteration 17Q (155722.120000 sec): 3 clusters
  Score: Raw -348799.308294 + Penalty 2628.183324 = -346171.124969
  nChanged 3
		SP:Iteration 18Q (155722.170000 sec): 3 clusters
  Score: Raw -348800.806029 + Penalty 2628.183324 = -346172.622705
  nChanged 2
		SP:Iteration 19Q (155722.230000 sec): 3 clusters
  Score: Raw -348801.699477 + Penalty 2628.183324 = -346173.516153
  nChanged 5
		SP:Iteration 20F (155722.290000 sec): 3 clusters
  Score: Raw -348803.169427 + Penalty 2628.183324 = -346174.986103
  nChanged 5
		SP:Iteration 21Q (155722.350000 sec): 3 clusters
  Score: Raw -348805.603141 + Penalty 2628.183324 = -346177.419817
  nChanged 4
		SP:Iteration 22Q (155722.410000 sec): 3 clusters
  Score: Raw -348806.999670 + Penalty 2628.183324 = -346178.816346
  nChanged 1
		SP:Iteration 23Q (155722.460000 sec): 3 clusters
  Score: Raw -348807.392319 + Penalty 2628.183324 = -346179.208995
  nChanged 4
		SP:Iteration 24Q (155722.520000 sec): 3 clusters
  Score: Raw -348808.760830 + Penalty 2628.183324 = -346180.577506
  nChanged 3
		SP:Iteration 25Q (155722.580000 sec): 3 clusters
  Score: Raw -348809.667169 + Penalty 2628.183324 = -346181.483845
  nChanged 1
		SP:Iteration 26Q (155722.630000 sec): 3 clusters
  Score: Raw -348809.776714 + Penalty 2628.183324 = -346181.593390
  nChanged 0
		SP:Iteration 27F (155722.690000 sec): 3 clusters
  Score: Raw -348809.776714 + Penalty 2628.183324 = -346181.593390
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 101 (1629 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (155722.760000 sec): 2 clusters
  Score: Raw -177575.395013 + Penalty 1201.804761 = -176373.590252
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (155722.790000 sec): 3 clusters
  Score: Raw -176995.820293 + Penalty 2403.609523 = -174592.210770
  nChanged 552
		SP:Iteration 1F (155722.820000 sec): 3 clusters
  Score: Raw -177417.254634 + Penalty 2403.609523 = -175013.645111
  nChanged 128
		SP:Iteration 2F (155722.850000 sec): 3 clusters
  Score: Raw -177538.555013 + Penalty 2403.609523 = -175134.945490
  nChanged 89
		SP:Iteration 3F (155722.880000 sec): 3 clusters
  Score: Raw -177619.831803 + Penalty 2403.609523 = -175216.222280
  nChanged 58
		SP:Iteration 4Q (155722.910000 sec): 3 clusters
  Score: Raw -177669.374703 + Penalty 2403.609523 = -175265.765180
  nChanged 35
		SP:Iteration 5Q (155722.940000 sec): 3 clusters
  Score: Raw -177712.407470 + Penalty 2403.609523 = -175308.797947
  nChanged 46
		SP:Iteration 6Q (155722.970000 sec): 3 clusters
  Score: Raw -177749.269156 + Penalty 2403.609523 = -175345.659633
  nChanged 35
		SP:Iteration 7Q (155723.000000 sec): 3 clusters
  Score: Raw -177772.027107 + Penalty 2403.609523 = -175368.417585
  nChanged 32
		SP:Iteration 8Q (155723.030000 sec): 3 clusters
  Score: Raw -177792.629932 + Penalty 2403.609523 = -175389.020410
  nChanged 31
		SP:Iteration 9Q (155723.060000 sec): 3 clusters
  Score: Raw -177813.807893 + Penalty 2403.609523 = -175410.198370
  nChanged 30
		SP:Iteration 10Q (155723.090000 sec): 3 clusters
  Score: Raw -177846.909224 + Penalty 2403.609523 = -175443.299702
  nChanged 36
		SP:Iteration 11Q (155723.120000 sec): 3 clusters
  Score: Raw -177885.489300 + Penalty 2403.609523 = -175481.879777
  nChanged 58
		SP:Iteration 12Q (155723.150000 sec): 3 clusters
  Score: Raw -177935.438460 + Penalty 2403.609523 = -175531.828937
  nChanged 55
		SP:Iteration 13Q (155723.180000 sec): 3 clusters
  Score: Raw -177977.721115 + Penalty 2403.609523 = -175574.111592
  nChanged 54
		SP:Iteration 14Q (155723.210000 sec): 3 clusters
  Score: Raw -178012.134202 + Penalty 2403.609523 = -175608.524679
  nChanged 39
		SP:Iteration 15Q (155723.240000 sec): 3 clusters
  Score: Raw -178045.518138 + Penalty 2403.609523 = -175641.908615
  nChanged 45
		SP:Iteration 16Q (155723.270000 sec): 3 clusters
  Score: Raw -178087.116948 + Penalty 2403.609523 = -175683.507425
  nChanged 45
		SP:Iteration 17Q (155723.300000 sec): 3 clusters
  Score: Raw -178119.468026 + Penalty 2403.609523 = -175715.858503
  nChanged 38
		SP:Iteration 18Q (155723.330000 sec): 3 clusters
  Score: Raw -178147.635757 + Penalty 2403.609523 = -175744.026234
  nChanged 30
		SP:Iteration 19Q (155723.360000 sec): 3 clusters
  Score: Raw -178179.292143 + Penalty 2403.609523 = -175775.682620
  nChanged 25
		SP:Iteration 20F (155723.390000 sec): 3 clusters
  Score: Raw -178201.687267 + Penalty 2403.609523 = -175798.077744
  nChanged 25
		SP:Iteration 21Q (155723.420000 sec): 3 clusters
  Score: Raw -178227.301611 + Penalty 2403.609523 = -175823.692088
  nChanged 18
		SP:Iteration 22Q (155723.450000 sec): 3 clusters
  Score: Raw -178238.773909 + Penalty 2403.609523 = -175835.164386
  nChanged 7
		SP:Iteration 23Q (155723.480000 sec): 3 clusters
  Score: Raw -178243.207533 + Penalty 2403.609523 = -175839.598010
  nChanged 5
		SP:Iteration 24Q (155723.510000 sec): 3 clusters
  Score: Raw -178246.112370 + Penalty 2403.609523 = -175842.502847
  nChanged 4
		SP:Iteration 25Q (155723.540000 sec): 3 clusters
  Score: Raw -178249.118674 + Penalty 2403.609523 = -175845.509151
  nChanged 7
		SP:Iteration 26Q (155723.570000 sec): 3 clusters
  Score: Raw -178253.918341 + Penalty 2403.609523 = -175850.308819
  nChanged 6
		SP:Iteration 27Q (155723.600000 sec): 3 clusters
  Score: Raw -178257.697530 + Penalty 2403.609523 = -175854.088007
  nChanged 5
		SP:Iteration 28Q (155723.630000 sec): 3 clusters
  Score: Raw -178260.266458 + Penalty 2403.609523 = -175856.656935
  nChanged 4
		SP:Iteration 29Q (155723.660000 sec): 3 clusters
  Score: Raw -178263.701095 + Penalty 2403.609523 = -175860.091572
  nChanged 4
		SP:Iteration 30Q (155723.690000 sec): 3 clusters
  Score: Raw -178266.176198 + Penalty 2403.609523 = -175862.566676
  nChanged 3
		SP:Iteration 31Q (155723.720000 sec): 3 clusters
  Score: Raw -178267.431730 + Penalty 2403.609523 = -175863.822207
  nChanged 1
		SP:Iteration 32Q (155723.750000 sec): 3 clusters
  Score: Raw -178268.271760 + Penalty 2403.609523 = -175864.662238
  nChanged 3
		SP:Iteration 33Q (155723.780000 sec): 3 clusters
  Score: Raw -178269.541975 + Penalty 2403.609523 = -175865.932452
  nChanged 2
		SP:Iteration 34Q (155723.810000 sec): 3 clusters
  Score: Raw -178271.515182 + Penalty 2403.609523 = -175867.905659
  nChanged 0
		SP:Iteration 35F (155723.840000 sec): 3 clusters
  Score: Raw -178271.515182 + Penalty 2403.609523 = -175867.905659
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 102 (475 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (155723.890000 sec): 2 clusters
  Score: Raw -54021.971787 + Penalty 1001.538656 = -53020.433131
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (155723.900000 sec): 3 clusters
  Score: Raw -53980.615037 + Penalty 2003.077311 = -51977.537725
  nChanged 105
		SP:Iteration 1F (155723.910000 sec): 3 clusters
  Score: Raw -54153.516450 + Penalty 2003.077311 = -52150.439139
  nChanged 32
		SP:Iteration 2F (155723.920000 sec): 3 clusters
  Score: Raw -54220.957889 + Penalty 2003.077311 = -52217.880578
  nChanged 15
		SP:Iteration 3Q (155723.930000 sec): 3 clusters
  Score: Raw -54257.786344 + Penalty 2003.077311 = -52254.709033
  nChanged 10
		SP:Iteration 4Q (155723.940000 sec): 3 clusters
  Score: Raw -54282.691110 + Penalty 2003.077311 = -52279.613799
  nChanged 12
		SP:Iteration 5Q (155723.950000 sec): 3 clusters
  Score: Raw -54305.614442 + Penalty 2003.077311 = -52302.537131
  nChanged 7
		SP:Iteration 6Q (155723.960000 sec): 3 clusters
  Score: Raw -54323.616126 + Penalty 2003.077311 = -52320.538814
  nChanged 9
		SP:Iteration 7Q (155723.970000 sec): 3 clusters
  Score: Raw -54350.581383 + Penalty 2003.077311 = -52347.504072
  nChanged 8
		SP:Iteration 8Q (155723.980000 sec): 3 clusters
  Score: Raw -54374.013362 + Penalty 2003.077311 = -52370.936050
  nChanged 10
		SP:Iteration 9Q (155723.990000 sec): 3 clusters
  Score: Raw -54420.812500 + Penalty 2003.077311 = -52417.735189
  nChanged 13
		SP:Iteration 10Q (155724.000000 sec): 3 clusters
  Score: Raw -54481.203728 + Penalty 2003.077311 = -52478.126416
  nChanged 17
		SP:Iteration 11Q (155724.010000 sec): 3 clusters
  Score: Raw -54556.693095 + Penalty 2003.077311 = -52553.615784
  nChanged 18
		SP:Iteration 12Q (155724.020000 sec): 3 clusters
  Score: Raw -54647.334274 + Penalty 2003.077311 = -52644.256962
  nChanged 13
		SP:Iteration 13Q (155724.030000 sec): 3 clusters
  Score: Raw -54722.105512 + Penalty 2003.077311 = -52719.028201
  nChanged 15
		SP:Iteration 14Q (155724.040000 sec): 3 clusters
  Score: Raw -54813.393278 + Penalty 2003.077311 = -52810.315967
  nChanged 11
		SP:Iteration 15Q (155724.050000 sec): 3 clusters
  Score: Raw -54855.300381 + Penalty 2003.077311 = -52852.223069
  nChanged 6
		SP:Iteration 16Q (155724.060000 sec): 3 clusters
  Score: Raw -54886.930738 + Penalty 2003.077311 = -52883.853427
  nChanged 7
		SP:Iteration 17Q (155724.070000 sec): 3 clusters
  Score: Raw -54927.506548 + Penalty 2003.077311 = -52924.429236
  nChanged 4
		SP:Iteration 18Q (155724.080000 sec): 3 clusters
  Score: Raw -54945.042137 + Penalty 2003.077311 = -52941.964826
  nChanged 4
		SP:Iteration 19Q (155724.090000 sec): 3 clusters
  Score: Raw -54965.397355 + Penalty 2003.077311 = -52962.320043
  nChanged 5
		SP:Iteration 20F (155724.100000 sec): 3 clusters
  Score: Raw -54976.528101 + Penalty 2003.077311 = -52973.450789
  nChanged 3
		SP:Iteration 21Q (155724.110000 sec): 3 clusters
  Score: Raw -54985.461015 + Penalty 2003.077311 = -52982.383703
  nChanged 3
		SP:Iteration 22Q (155724.120000 sec): 3 clusters
  Score: Raw -54996.850726 + Penalty 2003.077311 = -52993.773415
  nChanged 4
		SP:Iteration 23Q (155724.130000 sec): 3 clusters
  Score: Raw -55014.683913 + Penalty 2003.077311 = -53011.606602
  nChanged 2
		SP:Iteration 24Q (155724.140000 sec): 3 clusters
  Score: Raw -55017.475461 + Penalty 2003.077311 = -53014.398150
  nChanged 1
		SP:Iteration 25Q (155724.150000 sec): 3 clusters
  Score: Raw -55018.663475 + Penalty 2003.077311 = -53015.586164
  nChanged 0
		SP:Iteration 26F (155724.160000 sec): 3 clusters
  Score: Raw -55018.663475 + Penalty 2003.077311 = -53015.586164
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 103 (1367 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (155724.220000 sec): 2 clusters
  Score: Raw -154108.126162 + Penalty 1173.310748 = -152934.815414
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (155724.250000 sec): 3 clusters
  Score: Raw -153611.056670 + Penalty 2346.621497 = -151264.435173
  nChanged 410
		SP:Iteration 1F (155724.270000 sec): 3 clusters
  Score: Raw -153938.497299 + Penalty 2346.621497 = -151591.875802
  nChanged 98
		SP:Iteration 2F (155724.300000 sec): 3 clusters
  Score: Raw -154029.954731 + Penalty 2346.621497 = -151683.333234
  nChanged 64
		SP:Iteration 3Q (155724.320000 sec): 3 clusters
  Score: Raw -154095.712390 + Penalty 2346.621497 = -151749.090893
  nChanged 43
		SP:Iteration 4Q (155724.350000 sec): 3 clusters
  Score: Raw -154135.627358 + Penalty 2346.621497 = -151789.005861
  nChanged 27
		SP:Iteration 5Q (155724.370000 sec): 3 clusters
  Score: Raw -154154.984137 + Penalty 2346.621497 = -151808.362640
  nChanged 18
		SP:Iteration 6Q (155724.400000 sec): 3 clusters
  Score: Raw -154169.633535 + Penalty 2346.621497 = -151823.012038
  nChanged 18
		SP:Iteration 7Q (155724.430000 sec): 3 clusters
  Score: Raw -154183.451964 + Penalty 2346.621497 = -151836.830468
  nChanged 17
		SP:Iteration 8Q (155724.450000 sec): 3 clusters
  Score: Raw -154192.536123 + Penalty 2346.621497 = -151845.914626
  nChanged 16
		SP:Iteration 9Q (155724.470000 sec): 3 clusters
  Score: Raw -154209.648986 + Penalty 2346.621497 = -151863.027489
  nChanged 16
		SP:Iteration 10Q (155724.500000 sec): 3 clusters
  Score: Raw -154227.769941 + Penalty 2346.621497 = -151881.148444
  nChanged 17
		SP:Iteration 11Q (155724.530000 sec): 3 clusters
  Score: Raw -154239.532668 + Penalty 2346.621497 = -151892.911171
  nChanged 13
		SP:Iteration 12Q (155724.550000 sec): 3 clusters
  Score: Raw -154248.191499 + Penalty 2346.621497 = -151901.570002
  nChanged 9
		SP:Iteration 13Q (155724.580000 sec): 3 clusters
  Score: Raw -154252.001328 + Penalty 2346.621497 = -151905.379831
  nChanged 8
		SP:Iteration 14Q (155724.600000 sec): 3 clusters
  Score: Raw -154256.626495 + Penalty 2346.621497 = -151910.004998
  nChanged 10
		SP:Iteration 15Q (155724.630000 sec): 3 clusters
  Score: Raw -154264.091916 + Penalty 2346.621497 = -151917.470419
  nChanged 8
		SP:Iteration 16Q (155724.650000 sec): 3 clusters
  Score: Raw -154269.726331 + Penalty 2346.621497 = -151923.104834
  nChanged 5
		SP:Iteration 17Q (155724.680000 sec): 3 clusters
  Score: Raw -154271.340419 + Penalty 2346.621497 = -151924.718922
  nChanged 0
		SP:Iteration 18F (155724.710000 sec): 3 clusters
  Score: Raw -154271.340419 + Penalty 2346.621497 = -151924.718922
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 104 (4095 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (155724.790000 sec): 2 clusters
  Score: Raw -455344.651173 + Penalty 1351.597324 = -453993.053849
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (155724.870000 sec): 3 clusters
  Score: Raw -453265.277379 + Penalty 2703.194649 = -450562.082730
  nChanged 1626
		SP:Iteration 1F (155724.950000 sec): 3 clusters
  Score: Raw -454479.500618 + Penalty 2703.194649 = -451776.305969
  nChanged 445
		SP:Iteration 2F (155725.030000 sec): 3 clusters
  Score: Raw -455003.789116 + Penalty 2703.194649 = -452300.594467
  nChanged 384
		SP:Iteration 3F (155725.110000 sec): 3 clusters
  Score: Raw -455503.434776 + Penalty 2703.194649 = -452800.240127
  nChanged 308
		SP:Iteration 4F (155725.190000 sec): 3 clusters
  Score: Raw -455857.187695 + Penalty 2703.194649 = -453153.993047
  nChanged 236
		SP:Iteration 5F (155725.270000 sec): 3 clusters
  Score: Raw -456089.380188 + Penalty 2703.194649 = -453386.185539
  nChanged 200
		SP:Iteration 6Q (155725.340000 sec): 3 clusters
  Score: Raw -456313.494344 + Penalty 2703.194649 = -453610.299695
  nChanged 151
		SP:Iteration 7Q (155725.420000 sec): 3 clusters
  Score: Raw -456445.594896 + Penalty 2703.194649 = -453742.400247
  nChanged 97
		SP:Iteration 8Q (155725.490000 sec): 3 clusters
  Score: Raw -456501.159728 + Penalty 2703.194649 = -453797.965079
  nChanged 72
		SP:Iteration 9Q (155725.570000 sec): 3 clusters
  Score: Raw -456550.890992 + Penalty 2703.194649 = -453847.696343
  nChanged 76
		SP:Iteration 10Q (155725.650000 sec): 3 clusters
  Score: Raw -456622.542926 + Penalty 2703.194649 = -453919.348277
  nChanged 67
		SP:Iteration 11Q (155725.720000 sec): 3 clusters
  Score: Raw -456683.178293 + Penalty 2703.194649 = -453979.983644
  nChanged 64
		SP:Iteration 12Q (155725.800000 sec): 3 clusters
  Score: Raw -456744.709564 + Penalty 2703.194649 = -454041.514915
  nChanged 52
		SP:Iteration 13Q (155725.870000 sec): 3 clusters
  Score: Raw -456782.958700 + Penalty 2703.194649 = -454079.764051
  nChanged 37
		SP:Iteration 14Q (155725.950000 sec): 3 clusters
  Score: Raw -456800.865677 + Penalty 2703.194649 = -454097.671028
  nChanged 33
		SP:Iteration 15Q (155726.020000 sec): 3 clusters
  Score: Raw -456812.851546 + Penalty 2703.194649 = -454109.656897
  nChanged 26
		SP:Iteration 16Q (155726.100000 sec): 3 clusters
  Score: Raw -456820.100575 + Penalty 2703.194649 = -454116.905927
  nChanged 18
		SP:Iteration 17Q (155726.170000 sec): 3 clusters
  Score: Raw -456824.704002 + Penalty 2703.194649 = -454121.509353
  nChanged 10
		SP:Iteration 18Q (155726.250000 sec): 3 clusters
  Score: Raw -456828.392134 + Penalty 2703.194649 = -454125.197486
  nChanged 8
		SP:Iteration 19Q (155726.320000 sec): 3 clusters
  Score: Raw -456831.385926 + Penalty 2703.194649 = -454128.191277
  nChanged 4
		SP:Iteration 20F (155726.400000 sec): 3 clusters
  Score: Raw -456832.460696 + Penalty 2703.194649 = -454129.266047
  nChanged 3
		SP:Iteration 21Q (155726.470000 sec): 3 clusters
  Score: Raw -456833.116038 + Penalty 2703.194649 = -454129.921389
  nChanged 0
		SP:Iteration 22F (155726.550000 sec): 3 clusters
  Score: Raw -456833.116038 + Penalty 2703.194649 = -454129.921389
  nChanged 0
  Score: Raw -119120745.066570 + Penalty 258792.186961 = -118861952.879609

Splitting cluster 104 changes total score from -118861421.788835 to -118861952.879609

 So it's getting split into cluster 115.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 105 (2921 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (156077.580000 sec): 2 clusters
  Score: Raw -333312.877668 + Penalty 1296.698212 = -332016.179456
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (156077.640000 sec): 3 clusters
  Score: Raw -331930.478023 + Penalty 2593.396423 = -329337.081600
  nChanged 1113
		SP:Iteration 1F (156077.700000 sec): 3 clusters
  Score: Raw -332673.657037 + Penalty 2593.396423 = -330080.260614
  nChanged 265
		SP:Iteration 2F (156077.750000 sec): 3 clusters
  Score: Raw -332916.121911 + Penalty 2593.396423 = -330322.725488
  nChanged 207
		SP:Iteration 3F (156077.800000 sec): 3 clusters
  Score: Raw -333110.707540 + Penalty 2593.396423 = -330517.311117
  nChanged 166
		SP:Iteration 4F (156077.860000 sec): 3 clusters
  Score: Raw -333282.344678 + Penalty 2593.396423 = -330688.948254
  nChanged 172
		SP:Iteration 5F (156077.910000 sec): 3 clusters
  Score: Raw -333451.999149 + Penalty 2593.396423 = -330858.602726
  nChanged 128
		SP:Iteration 6Q (156077.960000 sec): 3 clusters
  Score: Raw -333573.305798 + Penalty 2593.396423 = -330979.909374
  nChanged 104
		SP:Iteration 7Q (156078.020000 sec): 3 clusters
  Score: Raw -333655.594768 + Penalty 2593.396423 = -331062.198345
  nChanged 93
		SP:Iteration 8Q (156078.070000 sec): 3 clusters
  Score: Raw -333725.858161 + Penalty 2593.396423 = -331132.461738
  nChanged 77
		SP:Iteration 9Q (156078.120000 sec): 3 clusters
  Score: Raw -333780.843773 + Penalty 2593.396423 = -331187.447349
  nChanged 46
		SP:Iteration 10Q (156078.170000 sec): 3 clusters
  Score: Raw -333805.570547 + Penalty 2593.396423 = -331212.174124
  nChanged 38
		SP:Iteration 11Q (156078.220000 sec): 3 clusters
  Score: Raw -333829.172681 + Penalty 2593.396423 = -331235.776257
  nChanged 47
		SP:Iteration 12Q (156078.280000 sec): 3 clusters
  Score: Raw -333859.272468 + Penalty 2593.396423 = -331265.876045
  nChanged 37
		SP:Iteration 13Q (156078.330000 sec): 3 clusters
  Score: Raw -333883.109245 + Penalty 2593.396423 = -331289.712822
  nChanged 30
		SP:Iteration 14Q (156078.380000 sec): 3 clusters
  Score: Raw -333901.536757 + Penalty 2593.396423 = -331308.140334
  nChanged 28
		SP:Iteration 15Q (156078.430000 sec): 3 clusters
  Score: Raw -333917.073329 + Penalty 2593.396423 = -331323.676906
  nChanged 15
		SP:Iteration 16Q (156078.480000 sec): 3 clusters
  Score: Raw -333925.592398 + Penalty 2593.396423 = -331332.195974
  nChanged 16
		SP:Iteration 17Q (156078.540000 sec): 3 clusters
  Score: Raw -333934.477797 + Penalty 2593.396423 = -331341.081374
  nChanged 12
		SP:Iteration 18Q (156078.580000 sec): 3 clusters
  Score: Raw -333941.440607 + Penalty 2593.396423 = -331348.044183
  nChanged 6
		SP:Iteration 19Q (156078.640000 sec): 3 clusters
  Score: Raw -333945.348521 + Penalty 2593.396423 = -331351.952097
  nChanged 8
		SP:Iteration 20F (156078.690000 sec): 3 clusters
  Score: Raw -333949.105447 + Penalty 2593.396423 = -331355.709024
  nChanged 13
		SP:Iteration 21Q (156078.740000 sec): 3 clusters
  Score: Raw -333955.391889 + Penalty 2593.396423 = -331361.995465
  nChanged 12
		SP:Iteration 22Q (156078.790000 sec): 3 clusters
  Score: Raw -333963.407480 + Penalty 2593.396423 = -331370.011056
  nChanged 19
		SP:Iteration 23Q (156078.840000 sec): 3 clusters
  Score: Raw -333971.135786 + Penalty 2593.396423 = -331377.739363
  nChanged 9
		SP:Iteration 24Q (156078.900000 sec): 3 clusters
  Score: Raw -333973.575503 + Penalty 2593.396423 = -331380.179080
  nChanged 5
		SP:Iteration 25Q (156078.950000 sec): 3 clusters
  Score: Raw -333975.205680 + Penalty 2593.396423 = -331381.809256
  nChanged 4
		SP:Iteration 26Q (156079.000000 sec): 3 clusters
  Score: Raw -333976.447425 + Penalty 2593.396423 = -331383.051001
  nChanged 2
		SP:Iteration 27Q (156079.050000 sec): 3 clusters
  Score: Raw -333976.782193 + Penalty 2593.396423 = -331383.385770
  nChanged 2
		SP:Iteration 28Q (156079.100000 sec): 3 clusters
  Score: Raw -333977.835983 + Penalty 2593.396423 = -331384.439559
  nChanged 2
		SP:Iteration 29Q (156079.150000 sec): 3 clusters
  Score: Raw -333978.405910 + Penalty 2593.396423 = -331385.009487
  nChanged 0
		SP:Iteration 30F (156079.200000 sec): 3 clusters
  Score: Raw -333978.405910 + Penalty 2593.396423 = -331385.009487
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 106 (3497 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (156079.280000 sec): 2 clusters
  Score: Raw -412547.699654 + Penalty 1325.944870 = -411221.754784
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (156079.340000 sec): 3 clusters
  Score: Raw -410904.891946 + Penalty 2651.889740 = -408253.002207
  nChanged 1322
		SP:Iteration 1F (156079.410000 sec): 3 clusters
  Score: Raw -411685.901910 + Penalty 2651.889740 = -409034.012170
  nChanged 283
		SP:Iteration 2F (156079.480000 sec): 3 clusters
  Score: Raw -411860.885634 + Penalty 2651.889740 = -409208.995894
  nChanged 192
		SP:Iteration 3F (156079.540000 sec): 3 clusters
  Score: Raw -411985.743855 + Penalty 2651.889740 = -409333.854116
  nChanged 141
		SP:Iteration 4Q (156079.600000 sec): 3 clusters
  Score: Raw -412071.580916 + Penalty 2651.889740 = -409419.691176
  nChanged 116
		SP:Iteration 5Q (156079.670000 sec): 3 clusters
  Score: Raw -412129.744750 + Penalty 2651.889740 = -409477.855010
  nChanged 105
		SP:Iteration 6Q (156079.730000 sec): 3 clusters
  Score: Raw -412183.224453 + Penalty 2651.889740 = -409531.334714
  nChanged 79
		SP:Iteration 7Q (156079.800000 sec): 3 clusters
  Score: Raw -412235.432067 + Penalty 2651.889740 = -409583.542327
  nChanged 87
		SP:Iteration 8Q (156079.860000 sec): 3 clusters
  Score: Raw -412282.286342 + Penalty 2651.889740 = -409630.396602
  nChanged 94
		SP:Iteration 9Q (156079.920000 sec): 3 clusters
  Score: Raw -412330.484631 + Penalty 2651.889740 = -409678.594892
  nChanged 73
		SP:Iteration 10Q (156079.980000 sec): 3 clusters
  Score: Raw -412375.445846 + Penalty 2651.889740 = -409723.556106
  nChanged 78
		SP:Iteration 11Q (156080.050000 sec): 3 clusters
  Score: Raw -412447.444101 + Penalty 2651.889740 = -409795.554362
  nChanged 115
		SP:Iteration 12Q (156080.110000 sec): 3 clusters
  Score: Raw -412538.995348 + Penalty 2651.889740 = -409887.105609
  nChanged 119
		SP:Iteration 13Q (156080.170000 sec): 3 clusters
  Score: Raw -412626.894473 + Penalty 2651.889740 = -409975.004733
  nChanged 101
		SP:Iteration 14Q (156080.240000 sec): 3 clusters
  Score: Raw -412689.382704 + Penalty 2651.889740 = -410037.492964
  nChanged 88
		SP:Iteration 15Q (156080.300000 sec): 3 clusters
  Score: Raw -412738.234628 + Penalty 2651.889740 = -410086.344889
  nChanged 53
		SP:Iteration 16Q (156080.360000 sec): 3 clusters
  Score: Raw -412763.209361 + Penalty 2651.889740 = -410111.319621
  nChanged 48
		SP:Iteration 17Q (156080.430000 sec): 3 clusters
  Score: Raw -412784.132951 + Penalty 2651.889740 = -410132.243211
  nChanged 37
		SP:Iteration 18Q (156080.490000 sec): 3 clusters
  Score: Raw -412802.927050 + Penalty 2651.889740 = -410151.037310
  nChanged 32
		SP:Iteration 19Q (156080.550000 sec): 3 clusters
  Score: Raw -412814.400806 + Penalty 2651.889740 = -410162.511067
  nChanged 18
		SP:Iteration 20F (156080.620000 sec): 3 clusters
  Score: Raw -412821.500798 + Penalty 2651.889740 = -410169.611059
  nChanged 17
		SP:Iteration 21Q (156080.680000 sec): 3 clusters
  Score: Raw -412827.348035 + Penalty 2651.889740 = -410175.458295
  nChanged 16
		SP:Iteration 22Q (156080.740000 sec): 3 clusters
  Score: Raw -412832.498023 + Penalty 2651.889740 = -410180.608284
  nChanged 10
		SP:Iteration 23Q (156080.800000 sec): 3 clusters
  Score: Raw -412835.494592 + Penalty 2651.889740 = -410183.604853
  nChanged 4
		SP:Iteration 24Q (156080.870000 sec): 3 clusters
  Score: Raw -412836.121027 + Penalty 2651.889740 = -410184.231287
  nChanged 2
		SP:Iteration 25Q (156080.930000 sec): 3 clusters
  Score: Raw -412836.491986 + Penalty 2651.889740 = -410184.602246
  nChanged 1
		SP:Iteration 26Q (156080.990000 sec): 3 clusters
  Score: Raw -412836.553088 + Penalty 2651.889740 = -410184.663348
  nChanged 0
		SP:Iteration 27F (156081.060000 sec): 3 clusters
  Score: Raw -412836.553088 + Penalty 2651.889740 = -410184.663348
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 107 (14158 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (156081.220000 sec): 2 clusters
  Score: Raw -1678770.703657 + Penalty 1553.180706 = -1677217.522951
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (156081.470000 sec): 3 clusters
  Score: Raw -1670482.513953 + Penalty 3106.361412 = -1667376.152541
  nChanged 6269
		SP:Iteration 1F (156081.660000 sec): 3 clusters
  Score: Raw -1674090.514416 + Penalty 3106.361412 = -1670984.153003
  nChanged 892
		SP:Iteration 2F (156081.850000 sec): 3 clusters
  Score: Raw -1674486.543252 + Penalty 3106.361412 = -1671380.181840
  nChanged 817
		SP:Iteration 3F (156082.050000 sec): 3 clusters
  Score: Raw -1674869.184866 + Penalty 3106.361412 = -1671762.823454
  nChanged 777
		SP:Iteration 4F (156082.240000 sec): 3 clusters
  Score: Raw -1675272.450674 + Penalty 3106.361412 = -1672166.089261
  nChanged 781
		SP:Iteration 5F (156082.480000 sec): 3 clusters
  Score: Raw -1675693.868641 + Penalty 3106.361412 = -1672587.507228
  nChanged 750
		SP:Iteration 6F (156082.670000 sec): 3 clusters
  Score: Raw -1676101.611452 + Penalty 3106.361412 = -1672995.250040
  nChanged 688
		SP:Iteration 7Q (156082.870000 sec): 3 clusters
  Score: Raw -1676487.437628 + Penalty 3106.361412 = -1673381.076216
  nChanged 689
		SP:Iteration 8Q (156083.060000 sec): 3 clusters
  Score: Raw -1676881.217269 + Penalty 3106.361412 = -1673774.855856
  nChanged 625
		SP:Iteration 9Q (156083.250000 sec): 3 clusters
  Score: Raw -1677246.800058 + Penalty 3106.361412 = -1674140.438646
  nChanged 555
		SP:Iteration 10Q (156083.490000 sec): 3 clusters
  Score: Raw -1677569.948933 + Penalty 3106.361412 = -1674463.587521
  nChanged 509
		SP:Iteration 11Q (156083.680000 sec): 3 clusters
  Score: Raw -1677862.899295 + Penalty 3106.361412 = -1674756.537883
  nChanged 432
		SP:Iteration 12Q (156083.870000 sec): 3 clusters
  Score: Raw -1678105.181058 + Penalty 3106.361412 = -1674998.819646
  nChanged 371
		SP:Iteration 13Q (156084.120000 sec): 3 clusters
  Score: Raw -1678322.151608 + Penalty 3106.361412 = -1675215.790196
  nChanged 319
		SP:Iteration 14Q (156084.310000 sec): 3 clusters
  Score: Raw -1678515.638990 + Penalty 3106.361412 = -1675409.277577
  nChanged 251
		SP:Iteration 15Q (156084.500000 sec): 3 clusters
  Score: Raw -1678665.748393 + Penalty 3106.361412 = -1675559.386981
  nChanged 186
		SP:Iteration 16Q (156084.700000 sec): 3 clusters
  Score: Raw -1678765.553376 + Penalty 3106.361412 = -1675659.191964
  nChanged 128
		SP:Iteration 17Q (156084.890000 sec): 3 clusters
  Score: Raw -1678826.223786 + Penalty 3106.361412 = -1675719.862374
  nChanged 101
		SP:Iteration 18Q (156085.120000 sec): 3 clusters
  Score: Raw -1678873.043348 + Penalty 3106.361412 = -1675766.681936
  nChanged 79
		SP:Iteration 19Q (156085.320000 sec): 3 clusters
  Score: Raw -1678914.449503 + Penalty 3106.361412 = -1675808.088091
  nChanged 75
		SP:Iteration 20F (156085.550000 sec): 3 clusters
  Score: Raw -1678956.690007 + Penalty 3106.361412 = -1675850.328595
  nChanged 61
		SP:Iteration 21Q (156085.740000 sec): 3 clusters
  Score: Raw -1678990.942822 + Penalty 3106.361412 = -1675884.581410
  nChanged 49
		SP:Iteration 22Q (156085.940000 sec): 3 clusters
  Score: Raw -1679016.223589 + Penalty 3106.361412 = -1675909.862177
  nChanged 44
		SP:Iteration 23Q (156086.130000 sec): 3 clusters
  Score: Raw -1679037.330583 + Penalty 3106.361412 = -1675930.969171
  nChanged 32
		SP:Iteration 24Q (156086.360000 sec): 3 clusters
  Score: Raw -1679051.873142 + Penalty 3106.361412 = -1675945.511730
  nChanged 24
		SP:Iteration 25Q (156086.550000 sec): 3 clusters
  Score: Raw -1679063.994994 + Penalty 3106.361412 = -1675957.633582
  nChanged 23
		SP:Iteration 26Q (156086.740000 sec): 3 clusters
  Score: Raw -1679073.793205 + Penalty 3106.361412 = -1675967.431793
  nChanged 16
		SP:Iteration 27Q (156086.970000 sec): 3 clusters
  Score: Raw -1679082.186900 + Penalty 3106.361412 = -1675975.825488
  nChanged 11
		SP:Iteration 28Q (156087.160000 sec): 3 clusters
  Score: Raw -1679089.215992 + Penalty 3106.361412 = -1675982.854580
  nChanged 13
		SP:Iteration 29Q (156087.390000 sec): 3 clusters
  Score: Raw -1679095.076674 + Penalty 3106.361412 = -1675988.715262
  nChanged 4
		SP:Iteration 30Q (156087.580000 sec): 3 clusters
  Score: Raw -1679097.780559 + Penalty 3106.361412 = -1675991.419147
  nChanged 7
		SP:Iteration 31Q (156087.810000 sec): 3 clusters
  Score: Raw -1679100.474169 + Penalty 3106.361412 = -1675994.112757
  nChanged 5
		SP:Iteration 32Q (156088.000000 sec): 3 clusters
  Score: Raw -1679101.819130 + Penalty 3106.361412 = -1675995.457718
  nChanged 1
		SP:Iteration 33Q (156088.180000 sec): 3 clusters
  Score: Raw -1679102.038858 + Penalty 3106.361412 = -1675995.677445
  nChanged 0
		SP:Iteration 34F (156088.410000 sec): 3 clusters
  Score: Raw -1679102.038858 + Penalty 3106.361412 = -1675995.677445
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 108 (1700 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (156088.480000 sec): 2 clusters
  Score: Raw -167001.862331 + Penalty 1208.737324 = -165793.125007
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (156088.510000 sec): 3 clusters
  Score: Raw -166352.096734 + Penalty 2417.474647 = -163934.622087
  nChanged 591
		SP:Iteration 1F (156088.540000 sec): 3 clusters
  Score: Raw -167015.487032 + Penalty 2417.474647 = -164598.012385
  nChanged 212
		SP:Iteration 2F (156088.580000 sec): 3 clusters
  Score: Raw -167333.388993 + Penalty 2417.474647 = -164915.914346
  nChanged 128
		SP:Iteration 3F (156088.610000 sec): 3 clusters
  Score: Raw -167496.185725 + Penalty 2417.474647 = -165078.711078
  nChanged 80
		SP:Iteration 4Q (156088.640000 sec): 3 clusters
  Score: Raw -167582.771603 + Penalty 2417.474647 = -165165.296955
  nChanged 61
		SP:Iteration 5Q (156088.670000 sec): 3 clusters
  Score: Raw -167652.478665 + Penalty 2417.474647 = -165235.004018
  nChanged 48
		SP:Iteration 6Q (156088.700000 sec): 3 clusters
  Score: Raw -167704.902277 + Penalty 2417.474647 = -165287.427630
  nChanged 33
		SP:Iteration 7Q (156088.740000 sec): 3 clusters
  Score: Raw -167732.273335 + Penalty 2417.474647 = -165314.798688
  nChanged 27
		SP:Iteration 8Q (156088.760000 sec): 3 clusters
  Score: Raw -167754.584874 + Penalty 2417.474647 = -165337.110227
  nChanged 20
		SP:Iteration 9Q (156088.800000 sec): 3 clusters
  Score: Raw -167768.836623 + Penalty 2417.474647 = -165351.361976
  nChanged 21
		SP:Iteration 10Q (156088.830000 sec): 3 clusters
  Score: Raw -167784.021787 + Penalty 2417.474647 = -165366.547140
  nChanged 18
		SP:Iteration 11Q (156088.860000 sec): 3 clusters
  Score: Raw -167800.195985 + Penalty 2417.474647 = -165382.721338
  nChanged 13
		SP:Iteration 12Q (156088.890000 sec): 3 clusters
  Score: Raw -167809.910705 + Penalty 2417.474647 = -165392.436058
  nChanged 11
		SP:Iteration 13Q (156088.920000 sec): 3 clusters
  Score: Raw -167816.554122 + Penalty 2417.474647 = -165399.079474
  nChanged 8
		SP:Iteration 14Q (156088.950000 sec): 3 clusters
  Score: Raw -167823.619054 + Penalty 2417.474647 = -165406.144407
  nChanged 4
		SP:Iteration 15Q (156088.980000 sec): 3 clusters
  Score: Raw -167826.093857 + Penalty 2417.474647 = -165408.619210
  nChanged 2
		SP:Iteration 16Q (156089.010000 sec): 3 clusters
  Score: Raw -167826.834059 + Penalty 2417.474647 = -165409.359412
  nChanged 2
		SP:Iteration 17Q (156089.040000 sec): 3 clusters
  Score: Raw -167828.470652 + Penalty 2417.474647 = -165410.996004
  nChanged 0
		SP:Iteration 18F (156089.070000 sec): 3 clusters
  Score: Raw -167828.470652 + Penalty 2417.474647 = -165410.996004
  nChanged 0
Iteration 139Q (156380.210000 sec): 116 clusters
  Score: Raw -119123648.433671 + Penalty 258792.186961 = -118864856.246710
  nChanged 4978
Iteration 140F (156789.530000 sec): 116 clusters
  Score: Raw -119127316.013701 + Penalty 258792.186961 = -118868523.826741
  nChanged 4916
Iteration 141Q (157080.280000 sec): 116 clusters
  Score: Raw -119129499.286471 + Penalty 258792.186961 = -118870707.099511
  nChanged 3531
Iteration 142Q (157370.700000 sec): 116 clusters
  Score: Raw -119130629.381806 + Penalty 258792.186961 = -118871837.194845
  nChanged 2870
Iteration 143Q (157661.400000 sec): 116 clusters
  Score: Raw -119131385.014915 + Penalty 258792.186961 = -118872592.827955
  nChanged 2428
Iteration 144Q (157951.320000 sec): 116 clusters
  Score: Raw -119131996.230349 + Penalty 258792.186961 = -118873204.043388
  nChanged 2213
Iteration 145Q (158241.880000 sec): 116 clusters
  Score: Raw -119132445.430976 + Penalty 258792.186961 = -118873653.244016
  nChanged 1999
Iteration 146Q (158532.460000 sec): 116 clusters
  Score: Raw -119132840.918013 + Penalty 258792.186961 = -118874048.731053
  nChanged 1867
Iteration 147Q (158822.360000 sec): 116 clusters
  Score: Raw -119133173.976730 + Penalty 258792.186961 = -118874381.789770
  nChanged 1603
Iteration 148Q (159112.940000 sec): 116 clusters
  Score: Raw -119133421.628684 + Penalty 258792.186961 = -118874629.441723
  nChanged 1428
Iteration 149Q (159402.100000 sec): 116 clusters
  Score: Raw -119133618.639790 + Penalty 258792.186961 = -118874826.452829
  nChanged 1234
Iteration 150Q (159692.700000 sec): 116 clusters
  Score: Raw -119133785.636903 + Penalty 258792.186961 = -118874993.449942
  nChanged 1111
Iteration 151Q (159982.570000 sec): 116 clusters
  Score: Raw -119133937.197114 + Penalty 258792.186961 = -118875145.010153
  nChanged 1001
Iteration 152Q (160273.140000 sec): 116 clusters
  Score: Raw -119134088.557917 + Penalty 258792.186961 = -118875296.370956
  nChanged 875
Iteration 153Q (160563.020000 sec): 116 clusters
  Score: Raw -119134205.913462 + Penalty 258792.186961 = -118875413.726502
  nChanged 799
Iteration 154Q (160853.570000 sec): 116 clusters
  Score: Raw -119134306.874673 + Penalty 258792.186961 = -118875514.687713
  nChanged 808
Iteration 155Q (161143.340000 sec): 116 clusters
  Score: Raw -119134409.018524 + Penalty 258792.186961 = -118875616.831563
  nChanged 795
Iteration 156Q (161432.440000 sec): 116 clusters
  Score: Raw -119134501.149473 + Penalty 258792.186961 = -118875708.962512
  nChanged 767
Iteration 157Q (161722.890000 sec): 116 clusters
  Score: Raw -119134589.522499 + Penalty 258792.186961 = -118875797.335538
  nChanged 708
Iteration 158Q (162012.720000 sec): 116 clusters
  Score: Raw -119134674.434484 + Penalty 258792.186961 = -118875882.247523
  nChanged 707
Iteration 159Q (162303.150000 sec): 116 clusters
  Score: Raw -119134753.239708 + Penalty 258792.186961 = -118875961.052748
  nChanged 658
Iteration 160F (162712.320000 sec): 116 clusters
  Score: Raw -119134881.452070 + Penalty 258792.186961 = -118876089.265110
  nChanged 651
Iteration 161Q (163003.000000 sec): 116 clusters
  Score: Raw -119135039.918421 + Penalty 258792.186961 = -118876247.731461
  nChanged 609
Iteration 162Q (163293.630000 sec): 116 clusters
  Score: Raw -119135115.823289 + Penalty 258792.186961 = -118876323.636328
  nChanged 596
Iteration 163Q (163583.420000 sec): 116 clusters
  Score: Raw -119135181.577251 + Penalty 258792.186961 = -118876389.390290
  nChanged 523
Iteration 164Q (163874.060000 sec): 116 clusters
  Score: Raw -119135240.776112 + Penalty 258792.186961 = -118876448.589151
  nChanged 490
Iteration 165Q (164163.930000 sec): 116 clusters
  Score: Raw -119135294.768124 + Penalty 258792.186961 = -118876502.581163
  nChanged 487
Iteration 166Q (164453.730000 sec): 116 clusters
  Score: Raw -119135350.267638 + Penalty 258792.186961 = -118876558.080678
  nChanged 458
Iteration 167Q (164744.200000 sec): 116 clusters
  Score: Raw -119135407.154622 + Penalty 258792.186961 = -118876614.967661
  nChanged 407
Iteration 168Q (165034.810000 sec): 116 clusters
  Score: Raw -119135458.342312 + Penalty 258792.186961 = -118876666.155351
  nChanged 398
Iteration 169Q (165324.660000 sec): 116 clusters
  Score: Raw -119135506.378533 + Penalty 258792.186961 = -118876714.191573
  nChanged 347
Iteration 170Q (165614.560000 sec): 116 clusters
  Score: Raw -119135546.252411 + Penalty 258792.186961 = -118876754.065450
  nChanged 337
Iteration 171Q (165905.110000 sec): 116 clusters
  Score: Raw -119135582.711436 + Penalty 258792.186961 = -118876790.524475
  nChanged 305
Iteration 172Q (166194.950000 sec): 116 clusters
  Score: Raw -119135617.066650 + Penalty 258792.186961 = -118876824.879689
  nChanged 289
Iteration 173Q (166484.800000 sec): 116 clusters
  Score: Raw -119135647.825062 + Penalty 258792.186961 = -118876855.638101
  nChanged 268
Iteration 174Q (166775.360000 sec): 116 clusters
  Score: Raw -119135676.778809 + Penalty 258792.186961 = -118876884.591849
  nChanged 233
Iteration 175Q (167065.270000 sec): 116 clusters
  Score: Raw -119135701.444846 + Penalty 258792.186961 = -118876909.257886
  nChanged 229
Iteration 176Q (167355.030000 sec): 116 clusters
  Score: Raw -119135726.996960 + Penalty 258792.186961 = -118876934.810000
  nChanged 237
Iteration 177Q (167645.320000 sec): 116 clusters
  Score: Raw -119135751.514323 + Penalty 258792.186961 = -118876959.327362
  nChanged 199
Iteration 178Q (167934.840000 sec): 116 clusters
  Score: Raw -119135774.375870 + Penalty 258792.186961 = -118876982.188910
  nChanged 203
Writing temp clu file 
Because OldScore, -118876959.327362, is greater than current (better) Score,-118876982.188910 
 Memory request: 0.00 GB would take us to total of 3.81 GB.
Compute initial score before splitting:   Score: Raw -119135774.375870 + Penalty 258792.186961 = -118876982.188910
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 1 (7816 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (167935.610000 sec): 2 clusters
  Score: Raw -957991.378758 + Penalty 1456.638331 = -956534.740427
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (167935.740000 sec): 3 clusters
  Score: Raw -953664.098958 + Penalty 2913.276663 = -950750.822295
  nChanged 3337
		SP:Iteration 1F (167935.850000 sec): 3 clusters
  Score: Raw -955585.560569 + Penalty 2913.276663 = -952672.283906
  nChanged 562
		SP:Iteration 2F (167935.970000 sec): 3 clusters
  Score: Raw -955932.645053 + Penalty 2913.276663 = -953019.368390
  nChanged 480
		SP:Iteration 3F (167936.080000 sec): 3 clusters
  Score: Raw -956238.518156 + Penalty 2913.276663 = -953325.241493
  nChanged 422
		SP:Iteration 4F (167936.200000 sec): 3 clusters
  Score: Raw -956460.552619 + Penalty 2913.276663 = -953547.275956
  nChanged 349
		SP:Iteration 5Q (167936.320000 sec): 3 clusters
  Score: Raw -956661.969863 + Penalty 2913.276663 = -953748.693200
  nChanged 348
		SP:Iteration 6Q (167936.440000 sec): 3 clusters
  Score: Raw -956853.631492 + Penalty 2913.276663 = -953940.354829
  nChanged 352
		SP:Iteration 7Q (167936.560000 sec): 3 clusters
  Score: Raw -957073.159661 + Penalty 2913.276663 = -954159.882998
  nChanged 330
		SP:Iteration 8Q (167936.680000 sec): 3 clusters
  Score: Raw -957298.114248 + Penalty 2913.276663 = -954384.837585
  nChanged 298
		SP:Iteration 9Q (167936.790000 sec): 3 clusters
  Score: Raw -957522.162826 + Penalty 2913.276663 = -954608.886163
  nChanged 293
		SP:Iteration 10Q (167936.910000 sec): 3 clusters
  Score: Raw -957722.534272 + Penalty 2913.276663 = -954809.257609
  nChanged 215
		SP:Iteration 11Q (167937.030000 sec): 3 clusters
  Score: Raw -957853.935118 + Penalty 2913.276663 = -954940.658455
  nChanged 174
		SP:Iteration 12Q (167937.150000 sec): 3 clusters
  Score: Raw -957957.122788 + Penalty 2913.276663 = -955043.846125
  nChanged 140
		SP:Iteration 13Q (167937.260000 sec): 3 clusters
  Score: Raw -958052.295388 + Penalty 2913.276663 = -955139.018725
  nChanged 131
		SP:Iteration 14Q (167937.380000 sec): 3 clusters
  Score: Raw -958139.165811 + Penalty 2913.276663 = -955225.889148
  nChanged 112
		SP:Iteration 15Q (167937.500000 sec): 3 clusters
  Score: Raw -958210.025829 + Penalty 2913.276663 = -955296.749166
  nChanged 99
		SP:Iteration 16Q (167937.620000 sec): 3 clusters
  Score: Raw -958263.688475 + Penalty 2913.276663 = -955350.411812
  nChanged 70
		SP:Iteration 17Q (167937.740000 sec): 3 clusters
  Score: Raw -958294.445006 + Penalty 2913.276663 = -955381.168343
  nChanged 49
		SP:Iteration 18Q (167937.860000 sec): 3 clusters
  Score: Raw -958312.727488 + Penalty 2913.276663 = -955399.450825
  nChanged 33
		SP:Iteration 19Q (167937.980000 sec): 3 clusters
  Score: Raw -958323.076788 + Penalty 2913.276663 = -955409.800125
  nChanged 24
		SP:Iteration 20F (167938.110000 sec): 3 clusters
  Score: Raw -958331.379049 + Penalty 2913.276663 = -955418.102386
  nChanged 23
		SP:Iteration 21Q (167938.220000 sec): 3 clusters
  Score: Raw -958338.376736 + Penalty 2913.276663 = -955425.100073
  nChanged 20
		SP:Iteration 22Q (167938.340000 sec): 3 clusters
  Score: Raw -958344.718761 + Penalty 2913.276663 = -955431.442098
  nChanged 18
		SP:Iteration 23Q (167938.460000 sec): 3 clusters
  Score: Raw -958350.131628 + Penalty 2913.276663 = -955436.854965
  nChanged 16
		SP:Iteration 24Q (167938.580000 sec): 3 clusters
  Score: Raw -958354.251495 + Penalty 2913.276663 = -955440.974833
  nChanged 9
		SP:Iteration 25Q (167938.700000 sec): 3 clusters
  Score: Raw -958356.139461 + Penalty 2913.276663 = -955442.862798
  nChanged 9
		SP:Iteration 26Q (167938.820000 sec): 3 clusters
  Score: Raw -958358.660424 + Penalty 2913.276663 = -955445.383761
  nChanged 9
		SP:Iteration 27Q (167938.940000 sec): 3 clusters
  Score: Raw -958360.937027 + Penalty 2913.276663 = -955447.660365
  nChanged 8
		SP:Iteration 28Q (167939.060000 sec): 3 clusters
  Score: Raw -958363.422293 + Penalty 2913.276663 = -955450.145630
  nChanged 12
		SP:Iteration 29Q (167939.180000 sec): 3 clusters
  Score: Raw -958366.738671 + Penalty 2913.276663 = -955453.462008
  nChanged 17
		SP:Iteration 30Q (167939.290000 sec): 3 clusters
  Score: Raw -958373.692933 + Penalty 2913.276663 = -955460.416270
  nChanged 14
		SP:Iteration 31Q (167939.410000 sec): 3 clusters
  Score: Raw -958377.577540 + Penalty 2913.276663 = -955464.300877
  nChanged 19
		SP:Iteration 32Q (167939.530000 sec): 3 clusters
  Score: Raw -958383.151167 + Penalty 2913.276663 = -955469.874504
  nChanged 16
		SP:Iteration 33Q (167939.650000 sec): 3 clusters
  Score: Raw -958388.312970 + Penalty 2913.276663 = -955475.036307
  nChanged 13
		SP:Iteration 34Q (167939.770000 sec): 3 clusters
  Score: Raw -958393.458515 + Penalty 2913.276663 = -955480.181852
  nChanged 12
		SP:Iteration 35Q (167939.890000 sec): 3 clusters
  Score: Raw -958397.025566 + Penalty 2913.276663 = -955483.748903
  nChanged 11
		SP:Iteration 36Q (167940.010000 sec): 3 clusters
  Score: Raw -958399.739759 + Penalty 2913.276663 = -955486.463096
  nChanged 11
		SP:Iteration 37Q (167940.120000 sec): 3 clusters
  Score: Raw -958403.053962 + Penalty 2913.276663 = -955489.777299
  nChanged 11
		SP:Iteration 38Q (167940.240000 sec): 3 clusters
  Score: Raw -958406.374174 + Penalty 2913.276663 = -955493.097511
  nChanged 14
		SP:Iteration 39Q (167940.360000 sec): 3 clusters
  Score: Raw -958411.324981 + Penalty 2913.276663 = -955498.048318
  nChanged 13
		SP:Iteration 40F (167940.480000 sec): 3 clusters
  Score: Raw -958415.729204 + Penalty 2913.276663 = -955502.452541
  nChanged 11
		SP:Iteration 41Q (167940.600000 sec): 3 clusters
  Score: Raw -958418.920119 + Penalty 2913.276663 = -955505.643456
  nChanged 9
		SP:Iteration 42Q (167940.720000 sec): 3 clusters
  Score: Raw -958421.796189 + Penalty 2913.276663 = -955508.519526
  nChanged 11
		SP:Iteration 43Q (167940.830000 sec): 3 clusters
  Score: Raw -958425.660117 + Penalty 2913.276663 = -955512.383455
  nChanged 7
		SP:Iteration 44Q (167940.950000 sec): 3 clusters
  Score: Raw -958428.001095 + Penalty 2913.276663 = -955514.724432
  nChanged 8
		SP:Iteration 45Q (167941.070000 sec): 3 clusters
  Score: Raw -958429.745880 + Penalty 2913.276663 = -955516.469217
  nChanged 2
		SP:Iteration 46Q (167941.190000 sec): 3 clusters
  Score: Raw -958430.009743 + Penalty 2913.276663 = -955516.733080
  nChanged 2
		SP:Iteration 47Q (167941.310000 sec): 3 clusters
  Score: Raw -958430.846258 + Penalty 2913.276663 = -955517.569595
  nChanged 4
		SP:Iteration 48Q (167941.420000 sec): 3 clusters
  Score: Raw -958432.388364 + Penalty 2913.276663 = -955519.111701
  nChanged 3
		SP:Iteration 49Q (167941.540000 sec): 3 clusters
  Score: Raw -958432.896624 + Penalty 2913.276663 = -955519.619961
  nChanged 2
		SP:Iteration 50Q (167941.660000 sec): 3 clusters
  Score: Raw -958433.421677 + Penalty 2913.276663 = -955520.145014
  nChanged 1
		SP:Iteration 51Q (167941.770000 sec): 3 clusters
  Score: Raw -958433.492804 + Penalty 2913.276663 = -955520.216141
  nChanged 0
		SP:Iteration 52F (167941.900000 sec): 3 clusters
  Score: Raw -958433.492804 + Penalty 2913.276663 = -955520.216141
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 2 (9602 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (167942.020000 sec): 2 clusters
  Score: Raw -1082158.234762 + Penalty 1490.080587 = -1080668.154176
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (167942.160000 sec): 3 clusters
  Score: Raw -1076794.453706 + Penalty 2980.161174 = -1073814.292532
  nChanged 4098
		SP:Iteration 1F (167942.300000 sec): 3 clusters
  Score: Raw -1079074.515029 + Penalty 2980.161174 = -1076094.353855
  nChanged 758
		SP:Iteration 2F (167942.440000 sec): 3 clusters
  Score: Raw -1079501.550817 + Penalty 2980.161174 = -1076521.389643
  nChanged 638
		SP:Iteration 3F (167942.570000 sec): 3 clusters
  Score: Raw -1079834.629209 + Penalty 2980.161174 = -1076854.468035
  nChanged 530
		SP:Iteration 4F (167942.710000 sec): 3 clusters
  Score: Raw -1080113.096792 + Penalty 2980.161174 = -1077132.935619
  nChanged 493
		SP:Iteration 5F (167942.840000 sec): 3 clusters
  Score: Raw -1080391.533013 + Penalty 2980.161174 = -1077411.371839
  nChanged 442
		SP:Iteration 6Q (167943.010000 sec): 3 clusters
  Score: Raw -1080649.004022 + Penalty 2980.161174 = -1077668.842848
  nChanged 389
		SP:Iteration 7Q (167943.180000 sec): 3 clusters
  Score: Raw -1080858.899133 + Penalty 2980.161174 = -1077878.737959
  nChanged 347
		SP:Iteration 8Q (167943.320000 sec): 3 clusters
  Score: Raw -1081048.995735 + Penalty 2980.161174 = -1078068.834561
  nChanged 308
		SP:Iteration 9Q (167943.440000 sec): 3 clusters
  Score: Raw -1081223.400510 + Penalty 2980.161174 = -1078243.239336
  nChanged 301
		SP:Iteration 10Q (167943.580000 sec): 3 clusters
  Score: Raw -1081402.186663 + Penalty 2980.161174 = -1078422.025489
  nChanged 282
		SP:Iteration 11Q (167943.720000 sec): 3 clusters
  Score: Raw -1081579.078944 + Penalty 2980.161174 = -1078598.917771
  nChanged 247
		SP:Iteration 12Q (167943.860000 sec): 3 clusters
  Score: Raw -1081745.757061 + Penalty 2980.161174 = -1078765.595887
  nChanged 229
		SP:Iteration 13Q (167944.000000 sec): 3 clusters
  Score: Raw -1081904.727767 + Penalty 2980.161174 = -1078924.566593
  nChanged 193
		SP:Iteration 14Q (167944.120000 sec): 3 clusters
  Score: Raw -1082035.598014 + Penalty 2980.161174 = -1079055.436840
  nChanged 139
		SP:Iteration 15Q (167944.250000 sec): 3 clusters
  Score: Raw -1082138.082641 + Penalty 2980.161174 = -1079157.921467
  nChanged 94
		SP:Iteration 16Q (167944.400000 sec): 3 clusters
  Score: Raw -1082210.533273 + Penalty 2980.161174 = -1079230.372099
  nChanged 86
		SP:Iteration 17Q (167944.550000 sec): 3 clusters
  Score: Raw -1082278.024718 + Penalty 2980.161174 = -1079297.863544
  nChanged 71
		SP:Iteration 18Q (167944.690000 sec): 3 clusters
  Score: Raw -1082334.064830 + Penalty 2980.161174 = -1079353.903656
  nChanged 50
		SP:Iteration 19Q (167944.820000 sec): 3 clusters
  Score: Raw -1082377.872586 + Penalty 2980.161174 = -1079397.711412
  nChanged 42
		SP:Iteration 20F (167944.950000 sec): 3 clusters
  Score: Raw -1082412.881608 + Penalty 2980.161174 = -1079432.720434
  nChanged 22
		SP:Iteration 21Q (167945.090000 sec): 3 clusters
  Score: Raw -1082436.419922 + Penalty 2980.161174 = -1079456.258748
  nChanged 13
		SP:Iteration 22Q (167945.230000 sec): 3 clusters
  Score: Raw -1082447.893193 + Penalty 2980.161174 = -1079467.732019
  nChanged 10
		SP:Iteration 23Q (167945.380000 sec): 3 clusters
  Score: Raw -1082453.383265 + Penalty 2980.161174 = -1079473.222091
  nChanged 6
		SP:Iteration 24Q (167945.510000 sec): 3 clusters
  Score: Raw -1082460.197666 + Penalty 2980.161174 = -1079480.036492
  nChanged 7
		SP:Iteration 25Q (167945.630000 sec): 3 clusters
  Score: Raw -1082469.592928 + Penalty 2980.161174 = -1079489.431754
  nChanged 12
		SP:Iteration 26Q (167945.760000 sec): 3 clusters
  Score: Raw -1082480.436818 + Penalty 2980.161174 = -1079500.275644
  nChanged 8
		SP:Iteration 27Q (167945.910000 sec): 3 clusters
  Score: Raw -1082491.812592 + Penalty 2980.161174 = -1079511.651418
  nChanged 13
		SP:Iteration 28Q (167946.070000 sec): 3 clusters
  Score: Raw -1082506.655724 + Penalty 2980.161174 = -1079526.494550
  nChanged 9
		SP:Iteration 29Q (167946.220000 sec): 3 clusters
  Score: Raw -1082513.560066 + Penalty 2980.161174 = -1079533.398892
  nChanged 7
		SP:Iteration 30Q (167946.360000 sec): 3 clusters
  Score: Raw -1082519.108899 + Penalty 2980.161174 = -1079538.947725
  nChanged 9
		SP:Iteration 31Q (167946.470000 sec): 3 clusters
  Score: Raw -1082525.615855 + Penalty 2980.161174 = -1079545.454681
  nChanged 1
		SP:Iteration 32Q (167946.600000 sec): 3 clusters
  Score: Raw -1082525.953760 + Penalty 2980.161174 = -1079545.792586
  nChanged 2
		SP:Iteration 33Q (167946.750000 sec): 3 clusters
  Score: Raw -1082529.348029 + Penalty 2980.161174 = -1079549.186855
  nChanged 5
		SP:Iteration 34Q (167946.910000 sec): 3 clusters
  Score: Raw -1082533.234915 + Penalty 2980.161174 = -1079553.073741
  nChanged 2
		SP:Iteration 35Q (167947.060000 sec): 3 clusters
  Score: Raw -1082535.293219 + Penalty 2980.161174 = -1079555.132045
  nChanged 3
		SP:Iteration 36Q (167947.190000 sec): 3 clusters
  Score: Raw -1082537.067361 + Penalty 2980.161174 = -1079556.906187
  nChanged 2
		SP:Iteration 37Q (167947.300000 sec): 3 clusters
  Score: Raw -1082537.764551 + Penalty 2980.161174 = -1079557.603377
  nChanged 3
		SP:Iteration 38Q (167947.430000 sec): 3 clusters
  Score: Raw -1082539.991461 + Penalty 2980.161174 = -1079559.830287
  nChanged 1
		SP:Iteration 39Q (167947.590000 sec): 3 clusters
  Score: Raw -1082540.671198 + Penalty 2980.161174 = -1079560.510024
  nChanged 1
		SP:Iteration 40F (167947.760000 sec): 3 clusters
  Score: Raw -1082541.103201 + Penalty 2980.161174 = -1079560.942027
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 3 (10384 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (167947.900000 sec): 2 clusters
  Score: Raw -1194213.727045 + Penalty 1502.803484 = -1192710.923561
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (167948.060000 sec): 3 clusters
  Score: Raw -1188282.277465 + Penalty 3005.606968 = -1185276.670497
  nChanged 4601
		SP:Iteration 1F (167948.200000 sec): 3 clusters
  Score: Raw -1191236.811190 + Penalty 3005.606968 = -1188231.204223
  nChanged 889
		SP:Iteration 2F (167948.370000 sec): 3 clusters
  Score: Raw -1192020.900870 + Penalty 3005.606968 = -1189015.293902
  nChanged 803
		SP:Iteration 3F (167948.510000 sec): 3 clusters
  Score: Raw -1192626.519151 + Penalty 3005.606968 = -1189620.912184
  nChanged 675
		SP:Iteration 4F (167948.660000 sec): 3 clusters
  Score: Raw -1193111.187825 + Penalty 3005.606968 = -1190105.580857
  nChanged 601
		SP:Iteration 5F (167948.830000 sec): 3 clusters
  Score: Raw -1193512.139252 + Penalty 3005.606968 = -1190506.532284
  nChanged 518
		SP:Iteration 6Q (167948.980000 sec): 3 clusters
  Score: Raw -1193846.589929 + Penalty 3005.606968 = -1190840.982962
  nChanged 420
		SP:Iteration 7Q (167949.120000 sec): 3 clusters
  Score: Raw -1194110.130292 + Penalty 3005.606968 = -1191104.523324
  nChanged 349
		SP:Iteration 8Q (167949.300000 sec): 3 clusters
  Score: Raw -1194305.080196 + Penalty 3005.606968 = -1191299.473229
  nChanged 282
		SP:Iteration 9Q (167949.440000 sec): 3 clusters
  Score: Raw -1194453.978538 + Penalty 3005.606968 = -1191448.371571
  nChanged 236
		SP:Iteration 10Q (167949.580000 sec): 3 clusters
  Score: Raw -1194560.637682 + Penalty 3005.606968 = -1191555.030714
  nChanged 193
		SP:Iteration 11Q (167949.760000 sec): 3 clusters
  Score: Raw -1194631.377292 + Penalty 3005.606968 = -1191625.770325
  nChanged 144
		SP:Iteration 12Q (167949.900000 sec): 3 clusters
  Score: Raw -1194677.640467 + Penalty 3005.606968 = -1191672.033499
  nChanged 115
		SP:Iteration 13Q (167950.040000 sec): 3 clusters
  Score: Raw -1194706.844066 + Penalty 3005.606968 = -1191701.237098
  nChanged 85
		SP:Iteration 14Q (167950.210000 sec): 3 clusters
  Score: Raw -1194726.423469 + Penalty 3005.606968 = -1191720.816502
  nChanged 67
		SP:Iteration 15Q (167950.360000 sec): 3 clusters
  Score: Raw -1194741.690917 + Penalty 3005.606968 = -1191736.083950
  nChanged 52
		SP:Iteration 16Q (167950.500000 sec): 3 clusters
  Score: Raw -1194753.458485 + Penalty 3005.606968 = -1191747.851517
  nChanged 49
		SP:Iteration 17Q (167950.660000 sec): 3 clusters
  Score: Raw -1194763.891843 + Penalty 3005.606968 = -1191758.284875
  nChanged 48
		SP:Iteration 18Q (167950.830000 sec): 3 clusters
  Score: Raw -1194774.386992 + Penalty 3005.606968 = -1191768.780024
  nChanged 41
		SP:Iteration 19Q (167950.960000 sec): 3 clusters
  Score: Raw -1194780.414007 + Penalty 3005.606968 = -1191774.807039
  nChanged 32
		SP:Iteration 20F (167951.120000 sec): 3 clusters
  Score: Raw -1194786.257112 + Penalty 3005.606968 = -1191780.650145
  nChanged 32
		SP:Iteration 21Q (167951.290000 sec): 3 clusters
  Score: Raw -1194791.999151 + Penalty 3005.606968 = -1191786.392184
  nChanged 28
		SP:Iteration 22Q (167951.430000 sec): 3 clusters
  Score: Raw -1194796.974999 + Penalty 3005.606968 = -1191791.368032
  nChanged 24
		SP:Iteration 23Q (167951.570000 sec): 3 clusters
  Score: Raw -1194800.669159 + Penalty 3005.606968 = -1191795.062191
  nChanged 19
		SP:Iteration 24Q (167951.730000 sec): 3 clusters
  Score: Raw -1194803.713258 + Penalty 3005.606968 = -1191798.106290
  nChanged 20
		SP:Iteration 25Q (167951.870000 sec): 3 clusters
  Score: Raw -1194806.578266 + Penalty 3005.606968 = -1191800.971299
  nChanged 21
		SP:Iteration 26Q (167952.010000 sec): 3 clusters
  Score: Raw -1194809.732666 + Penalty 3005.606968 = -1191804.125698
  nChanged 20
		SP:Iteration 27Q (167952.180000 sec): 3 clusters
  Score: Raw -1194813.244768 + Penalty 3005.606968 = -1191807.637800
  nChanged 19
		SP:Iteration 28Q (167952.320000 sec): 3 clusters
  Score: Raw -1194815.840204 + Penalty 3005.606968 = -1191810.233236
  nChanged 20
		SP:Iteration 29Q (167952.460000 sec): 3 clusters
  Score: Raw -1194818.609923 + Penalty 3005.606968 = -1191813.002956
  nChanged 27
		SP:Iteration 30Q (167952.630000 sec): 3 clusters
  Score: Raw -1194823.515291 + Penalty 3005.606968 = -1191817.908323
  nChanged 33
		SP:Iteration 31Q (167952.800000 sec): 3 clusters
  Score: Raw -1194829.483068 + Penalty 3005.606968 = -1191823.876101
  nChanged 31
		SP:Iteration 32Q (167952.930000 sec): 3 clusters
  Score: Raw -1194834.973609 + Penalty 3005.606968 = -1191829.366641
  nChanged 29
		SP:Iteration 33Q (167953.080000 sec): 3 clusters
  Score: Raw -1194840.489265 + Penalty 3005.606968 = -1191834.882297
  nChanged 31
		SP:Iteration 34Q (167953.250000 sec): 3 clusters
  Score: Raw -1194845.926072 + Penalty 3005.606968 = -1191840.319104
  nChanged 30
		SP:Iteration 35Q (167953.390000 sec): 3 clusters
  Score: Raw -1194850.277785 + Penalty 3005.606968 = -1191844.670817
  nChanged 23
		SP:Iteration 36Q (167953.530000 sec): 3 clusters
  Score: Raw -1194854.263406 + Penalty 3005.606968 = -1191848.656438
  nChanged 20
		SP:Iteration 37Q (167953.710000 sec): 3 clusters
  Score: Raw -1194857.675635 + Penalty 3005.606968 = -1191852.068668
  nChanged 26
		SP:Iteration 38Q (167953.850000 sec): 3 clusters
  Score: Raw -1194862.848042 + Penalty 3005.606968 = -1191857.241074
  nChanged 23
		SP:Iteration 39Q (167953.990000 sec): 3 clusters
  Score: Raw -1194867.905255 + Penalty 3005.606968 = -1191862.298287
  nChanged 31
		SP:Iteration 40F (167954.160000 sec): 3 clusters
  Score: Raw -1194874.944198 + Penalty 3005.606968 = -1191869.337231
  nChanged 33
		SP:Iteration 41Q (167954.310000 sec): 3 clusters
  Score: Raw -1194882.394393 + Penalty 3005.606968 = -1191876.787426
  nChanged 35
		SP:Iteration 42Q (167954.440000 sec): 3 clusters
  Score: Raw -1194890.351293 + Penalty 3005.606968 = -1191884.744326
  nChanged 35
		SP:Iteration 43Q (167954.610000 sec): 3 clusters
  Score: Raw -1194897.987000 + Penalty 3005.606968 = -1191892.380033
  nChanged 27
		SP:Iteration 44Q (167954.780000 sec): 3 clusters
  Score: Raw -1194904.017111 + Penalty 3005.606968 = -1191898.410143
  nChanged 36
		SP:Iteration 45Q (167954.910000 sec): 3 clusters
  Score: Raw -1194910.904827 + Penalty 3005.606968 = -1191905.297860
  nChanged 32
		SP:Iteration 46Q (167955.060000 sec): 3 clusters
  Score: Raw -1194916.830174 + Penalty 3005.606968 = -1191911.223206
  nChanged 28
		SP:Iteration 47Q (167955.230000 sec): 3 clusters
  Score: Raw -1194920.419502 + Penalty 3005.606968 = -1191914.812534
  nChanged 27
		SP:Iteration 48Q (167955.360000 sec): 3 clusters
  Score: Raw -1194925.206823 + Penalty 3005.606968 = -1191919.599856
  nChanged 26
		SP:Iteration 49Q (167955.500000 sec): 3 clusters
  Score: Raw -1194930.264678 + Penalty 3005.606968 = -1191924.657710
  nChanged 27
		SP:Iteration 50Q (167955.670000 sec): 3 clusters
  Score: Raw -1194937.358518 + Penalty 3005.606968 = -1191931.751551
  nChanged 36
		SP:Iteration 51Q (167955.810000 sec): 3 clusters
  Score: Raw -1194944.887159 + Penalty 3005.606968 = -1191939.280192
  nChanged 25
		SP:Iteration 52Q (167955.950000 sec): 3 clusters
  Score: Raw -1194950.865672 + Penalty 3005.606968 = -1191945.258704
  nChanged 31
		SP:Iteration 53Q (167956.110000 sec): 3 clusters
  Score: Raw -1194957.586737 + Penalty 3005.606968 = -1191951.979770
  nChanged 30
		SP:Iteration 54Q (167956.280000 sec): 3 clusters
  Score: Raw -1194963.476592 + Penalty 3005.606968 = -1191957.869625
  nChanged 25
		SP:Iteration 55Q (167956.420000 sec): 3 clusters
  Score: Raw -1194968.659159 + Penalty 3005.606968 = -1191963.052191
  nChanged 24
		SP:Iteration 56Q (167956.560000 sec): 3 clusters
  Score: Raw -1194972.620248 + Penalty 3005.606968 = -1191967.013281
  nChanged 23
		SP:Iteration 57Q (167956.730000 sec): 3 clusters
  Score: Raw -1194976.991428 + Penalty 3005.606968 = -1191971.384461
  nChanged 19
		SP:Iteration 58Q (167956.870000 sec): 3 clusters
  Score: Raw -1194980.502012 + Penalty 3005.606968 = -1191974.895044
  nChanged 14
		SP:Iteration 59Q (167957.010000 sec): 3 clusters
  Score: Raw -1194983.413700 + Penalty 3005.606968 = -1191977.806732
  nChanged 16
		SP:Iteration 60F (167957.180000 sec): 3 clusters
  Score: Raw -1194986.361288 + Penalty 3005.606968 = -1191980.754320
  nChanged 16
		SP:Iteration 61Q (167957.320000 sec): 3 clusters
  Score: Raw -1194988.644671 + Penalty 3005.606968 = -1191983.037704
  nChanged 9
		SP:Iteration 62Q (167957.450000 sec): 3 clusters
  Score: Raw -1194989.762402 + Penalty 3005.606968 = -1191984.155435
  nChanged 6
		SP:Iteration 63Q (167957.620000 sec): 3 clusters
  Score: Raw -1194990.544091 + Penalty 3005.606968 = -1191984.937124
  nChanged 3
		SP:Iteration 64Q (167957.790000 sec): 3 clusters
  Score: Raw -1194990.824572 + Penalty 3005.606968 = -1191985.217604
  nChanged 4
		SP:Iteration 65Q (167957.920000 sec): 3 clusters
  Score: Raw -1194991.496634 + Penalty 3005.606968 = -1191985.889667
  nChanged 5
		SP:Iteration 66Q (167958.060000 sec): 3 clusters
  Score: Raw -1194993.051309 + Penalty 3005.606968 = -1191987.444342
  nChanged 9
		SP:Iteration 67Q (167958.230000 sec): 3 clusters
  Score: Raw -1194995.111196 + Penalty 3005.606968 = -1191989.504228
  nChanged 10
		SP:Iteration 68Q (167958.370000 sec): 3 clusters
  Score: Raw -1194996.509411 + Penalty 3005.606968 = -1191990.902443
  nChanged 10
		SP:Iteration 69Q (167958.510000 sec): 3 clusters
  Score: Raw -1194997.877003 + Penalty 3005.606968 = -1191992.270035
  nChanged 7
		SP:Iteration 70Q (167958.670000 sec): 3 clusters
  Score: Raw -1194999.628657 + Penalty 3005.606968 = -1191994.021690
  nChanged 15
		SP:Iteration 71Q (167958.820000 sec): 3 clusters
  Score: Raw -1195002.766589 + Penalty 3005.606968 = -1191997.159622
  nChanged 12
		SP:Iteration 72Q (167958.950000 sec): 3 clusters
  Score: Raw -1195005.048310 + Penalty 3005.606968 = -1191999.441342
  nChanged 8
		SP:Iteration 73Q (167959.110000 sec): 3 clusters
  Score: Raw -1195006.023385 + Penalty 3005.606968 = -1192000.416417
  nChanged 7
		SP:Iteration 74Q (167959.270000 sec): 3 clusters
  Score: Raw -1195006.768976 + Penalty 3005.606968 = -1192001.162008
  nChanged 5
		SP:Iteration 75Q (167959.410000 sec): 3 clusters
  Score: Raw -1195007.336160 + Penalty 3005.606968 = -1192001.729192
  nChanged 2
		SP:Iteration 76Q (167959.540000 sec): 3 clusters
  Score: Raw -1195007.697540 + Penalty 3005.606968 = -1192002.090573
  nChanged 4
		SP:Iteration 77Q (167959.720000 sec): 3 clusters
  Score: Raw -1195008.100185 + Penalty 3005.606968 = -1192002.493218
  nChanged 2
		SP:Iteration 78Q (167959.860000 sec): 3 clusters
  Score: Raw -1195008.215392 + Penalty 3005.606968 = -1192002.608424
  nChanged 0
		SP:Iteration 79F (167960.000000 sec): 3 clusters
  Score: Raw -1195008.215392 + Penalty 3005.606968 = -1192002.608424
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 4 (37681 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (167960.340000 sec): 2 clusters
  Score: Raw -4641925.595297 + Penalty 1712.248081 = -4640213.347216
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (167960.730000 sec): 3 clusters
  Score: Raw -4618435.600372 + Penalty 3424.496162 = -4615011.104210
  nChanged 17528
		SP:Iteration 1F (167961.110000 sec): 3 clusters
  Score: Raw -4628628.915832 + Penalty 3424.496162 = -4625204.419670
  nChanged 1791
		SP:Iteration 2Q (167961.510000 sec): 3 clusters
  Score: Raw -4629307.854711 + Penalty 3424.496162 = -4625883.358549
  nChanged 1821
		SP:Iteration 3Q (167961.920000 sec): 3 clusters
  Score: Raw -4630087.294951 + Penalty 3424.496162 = -4626662.798789
  nChanged 1909
		SP:Iteration 4F (167962.300000 sec): 3 clusters
  Score: Raw -4631040.938426 + Penalty 3424.496162 = -4627616.442264
  nChanged 2016
		SP:Iteration 5F (167962.710000 sec): 3 clusters
  Score: Raw -4632163.057922 + Penalty 3424.496162 = -4628738.561760
  nChanged 2052
		SP:Iteration 6F (167963.110000 sec): 3 clusters
  Score: Raw -4633536.152958 + Penalty 3424.496162 = -4630111.656796
  nChanged 2040
		SP:Iteration 7F (167963.500000 sec): 3 clusters
  Score: Raw -4635076.965958 + Penalty 3424.496162 = -4631652.469796
  nChanged 2043
		SP:Iteration 8F (167963.900000 sec): 3 clusters
  Score: Raw -4636803.205723 + Penalty 3424.496162 = -4633378.709561
  nChanged 1918
		SP:Iteration 9F (167964.310000 sec): 3 clusters
  Score: Raw -4638572.168199 + Penalty 3424.496162 = -4635147.672037
  nChanged 1634
		SP:Iteration 10Q (167964.690000 sec): 3 clusters
  Score: Raw -4640102.693580 + Penalty 3424.496162 = -4636678.197418
  nChanged 1281
		SP:Iteration 11Q (167965.070000 sec): 3 clusters
  Score: Raw -4641192.565648 + Penalty 3424.496162 = -4637768.069486
  nChanged 983
		SP:Iteration 12Q (167965.470000 sec): 3 clusters
  Score: Raw -4641919.297386 + Penalty 3424.496162 = -4638494.801224
  nChanged 703
		SP:Iteration 13Q (167965.840000 sec): 3 clusters
  Score: Raw -4642412.998773 + Penalty 3424.496162 = -4638988.502611
  nChanged 519
		SP:Iteration 14Q (167966.170000 sec): 3 clusters
  Score: Raw -4642738.664322 + Penalty 3424.496162 = -4639314.168160
  nChanged 386
		SP:Iteration 15Q (167966.530000 sec): 3 clusters
  Score: Raw -4642918.761100 + Penalty 3424.496162 = -4639494.264938
  nChanged 303
		SP:Iteration 16Q (167966.910000 sec): 3 clusters
  Score: Raw -4643030.913632 + Penalty 3424.496162 = -4639606.417470
  nChanged 225
		SP:Iteration 17Q (167967.260000 sec): 3 clusters
  Score: Raw -4643106.228295 + Penalty 3424.496162 = -4639681.732133
  nChanged 159
		SP:Iteration 18Q (167967.590000 sec): 3 clusters
  Score: Raw -4643153.389035 + Penalty 3424.496162 = -4639728.892873
  nChanged 141
		SP:Iteration 19Q (167967.960000 sec): 3 clusters
  Score: Raw -4643193.557520 + Penalty 3424.496162 = -4639769.061358
  nChanged 123
		SP:Iteration 20F (167968.370000 sec): 3 clusters
  Score: Raw -4643225.160063 + Penalty 3424.496162 = -4639800.663901
  nChanged 90
		SP:Iteration 21Q (167968.740000 sec): 3 clusters
  Score: Raw -4643244.148424 + Penalty 3424.496162 = -4639819.652262
  nChanged 61
		SP:Iteration 22Q (167969.070000 sec): 3 clusters
  Score: Raw -4643255.879418 + Penalty 3424.496162 = -4639831.383256
  nChanged 57
		SP:Iteration 23Q (167969.430000 sec): 3 clusters
  Score: Raw -4643265.570069 + Penalty 3424.496162 = -4639841.073907
  nChanged 44
		SP:Iteration 24Q (167969.800000 sec): 3 clusters
  Score: Raw -4643272.999435 + Penalty 3424.496162 = -4639848.503273
  nChanged 42
		SP:Iteration 25Q (167970.180000 sec): 3 clusters
  Score: Raw -4643279.930899 + Penalty 3424.496162 = -4639855.434737
  nChanged 37
		SP:Iteration 26Q (167970.510000 sec): 3 clusters
  Score: Raw -4643285.411416 + Penalty 3424.496162 = -4639860.915254
  nChanged 23
		SP:Iteration 27Q (167970.860000 sec): 3 clusters
  Score: Raw -4643288.366088 + Penalty 3424.496162 = -4639863.869926
  nChanged 22
		SP:Iteration 28Q (167971.240000 sec): 3 clusters
  Score: Raw -4643290.669693 + Penalty 3424.496162 = -4639866.173531
  nChanged 14
		SP:Iteration 29Q (167971.620000 sec): 3 clusters
  Score: Raw -4643292.152265 + Penalty 3424.496162 = -4639867.656103
  nChanged 13
		SP:Iteration 30Q (167971.960000 sec): 3 clusters
  Score: Raw -4643293.634925 + Penalty 3424.496162 = -4639869.138763
  nChanged 14
		SP:Iteration 31Q (167972.310000 sec): 3 clusters
  Score: Raw -4643295.136228 + Penalty 3424.496162 = -4639870.640066
  nChanged 12
		SP:Iteration 32Q (167972.690000 sec): 3 clusters
  Score: Raw -4643296.245816 + Penalty 3424.496162 = -4639871.749654
  nChanged 8
		SP:Iteration 33Q (167973.040000 sec): 3 clusters
  Score: Raw -4643297.024544 + Penalty 3424.496162 = -4639872.528382
  nChanged 9
		SP:Iteration 34Q (167973.380000 sec): 3 clusters
  Score: Raw -4643297.983218 + Penalty 3424.496162 = -4639873.487056
  nChanged 9
		SP:Iteration 35Q (167973.750000 sec): 3 clusters
  Score: Raw -4643299.029648 + Penalty 3424.496162 = -4639874.533486
  nChanged 12
		SP:Iteration 36Q (167974.120000 sec): 3 clusters
  Score: Raw -4643300.209732 + Penalty 3424.496162 = -4639875.713570
  nChanged 7
		SP:Iteration 37Q (167974.450000 sec): 3 clusters
  Score: Raw -4643300.825128 + Penalty 3424.496162 = -4639876.328966
  nChanged 7
		SP:Iteration 38Q (167974.810000 sec): 3 clusters
  Score: Raw -4643301.627844 + Penalty 3424.496162 = -4639877.131682
  nChanged 6
		SP:Iteration 39Q (167975.180000 sec): 3 clusters
  Score: Raw -4643302.130596 + Penalty 3424.496162 = -4639877.634434
  nChanged 4
		SP:Iteration 40F (167975.580000 sec): 3 clusters
  Score: Raw -4643302.414558 + Penalty 3424.496162 = -4639877.918396
  nChanged 2
		SP:Iteration 41Q (167975.920000 sec): 3 clusters
  Score: Raw -4643302.575917 + Penalty 3424.496162 = -4639878.079755
  nChanged 2
		SP:Iteration 42Q (167976.270000 sec): 3 clusters
  Score: Raw -4643302.784314 + Penalty 3424.496162 = -4639878.288152
  nChanged 4
		SP:Iteration 43Q (167976.640000 sec): 3 clusters
  Score: Raw -4643303.250909 + Penalty 3424.496162 = -4639878.754747
  nChanged 3
		SP:Iteration 44Q (167976.980000 sec): 3 clusters
  Score: Raw -4643303.549693 + Penalty 3424.496162 = -4639879.053531
  nChanged 6
		SP:Iteration 45Q (167977.330000 sec): 3 clusters
  Score: Raw -4643304.134790 + Penalty 3424.496162 = -4639879.638628
  nChanged 4
		SP:Iteration 46Q (167977.700000 sec): 3 clusters
  Score: Raw -4643304.613546 + Penalty 3424.496162 = -4639880.117384
  nChanged 6
		SP:Iteration 47Q (167978.080000 sec): 3 clusters
  Score: Raw -4643305.423084 + Penalty 3424.496162 = -4639880.926922
  nChanged 5
		SP:Iteration 48Q (167978.410000 sec): 3 clusters
  Score: Raw -4643305.985753 + Penalty 3424.496162 = -4639881.489591
  nChanged 5
		SP:Iteration 49Q (167978.760000 sec): 3 clusters
  Score: Raw -4643306.666533 + Penalty 3424.496162 = -4639882.170371
  nChanged 4
		SP:Iteration 50Q (167979.140000 sec): 3 clusters
  Score: Raw -4643307.175421 + Penalty 3424.496162 = -4639882.679259
  nChanged 6
		SP:Iteration 51Q (167979.470000 sec): 3 clusters
  Score: Raw -4643307.864384 + Penalty 3424.496162 = -4639883.368222
  nChanged 6
		SP:Iteration 52Q (167979.820000 sec): 3 clusters
  Score: Raw -4643308.453827 + Penalty 3424.496162 = -4639883.957665
  nChanged 7
		SP:Iteration 53Q (167980.200000 sec): 3 clusters
  Score: Raw -4643309.307209 + Penalty 3424.496162 = -4639884.811047
  nChanged 10
		SP:Iteration 54Q (167980.570000 sec): 3 clusters
  Score: Raw -4643310.684895 + Penalty 3424.496162 = -4639886.188733
  nChanged 10
		SP:Iteration 55Q (167980.900000 sec): 3 clusters
  Score: Raw -4643311.672689 + Penalty 3424.496162 = -4639887.176527
  nChanged 5
		SP:Iteration 56Q (167981.260000 sec): 3 clusters
  Score: Raw -4643312.225992 + Penalty 3424.496162 = -4639887.729830
  nChanged 5
		SP:Iteration 57Q (167981.630000 sec): 3 clusters
  Score: Raw -4643312.847214 + Penalty 3424.496162 = -4639888.351052
  nChanged 3
		SP:Iteration 58Q (167981.960000 sec): 3 clusters
  Score: Raw -4643313.198663 + Penalty 3424.496162 = -4639888.702501
  nChanged 3
		SP:Iteration 59Q (167982.320000 sec): 3 clusters
  Score: Raw -4643313.426025 + Penalty 3424.496162 = -4639888.929863
  nChanged 2
		SP:Iteration 60F (167982.720000 sec): 3 clusters
  Score: Raw -4643313.639399 + Penalty 3424.496162 = -4639889.143237
  nChanged 4
		SP:Iteration 61Q (167983.100000 sec): 3 clusters
  Score: Raw -4643314.034046 + Penalty 3424.496162 = -4639889.537884
  nChanged 2
		SP:Iteration 62Q (167983.430000 sec): 3 clusters
  Score: Raw -4643314.284034 + Penalty 3424.496162 = -4639889.787872
  nChanged 5
		SP:Iteration 63Q (167983.780000 sec): 3 clusters
  Score: Raw -4643314.772017 + Penalty 3424.496162 = -4639890.275855
  nChanged 1
		SP:Iteration 64Q (167984.160000 sec): 3 clusters
  Score: Raw -4643314.847881 + Penalty 3424.496162 = -4639890.351719
  nChanged 1
		SP:Iteration 65Q (167984.490000 sec): 3 clusters
  Score: Raw -4643314.922686 + Penalty 3424.496162 = -4639890.426524
  nChanged 0
		SP:Iteration 66F (167984.870000 sec): 3 clusters
  Score: Raw -4643314.922686 + Penalty 3424.496162 = -4639890.426524
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 5 (6541 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (167984.950000 sec): 2 clusters
  Score: Raw -769973.835028 + Penalty 1427.699867 = -768546.135160
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (167985.070000 sec): 3 clusters
  Score: Raw -766510.891696 + Penalty 2855.399735 = -763655.491962
  nChanged 2712
		SP:Iteration 1F (167985.170000 sec): 3 clusters
  Score: Raw -768138.266836 + Penalty 2855.399735 = -765282.867101
  nChanged 523
		SP:Iteration 2F (167985.270000 sec): 3 clusters
  Score: Raw -768539.685138 + Penalty 2855.399735 = -765684.285403
  nChanged 451
		SP:Iteration 3F (167985.370000 sec): 3 clusters
  Score: Raw -768871.442949 + Penalty 2855.399735 = -766016.043214
  nChanged 407
		SP:Iteration 4F (167985.480000 sec): 3 clusters
  Score: Raw -769220.407943 + Penalty 2855.399735 = -766365.008208
  nChanged 405
		SP:Iteration 5F (167985.580000 sec): 3 clusters
  Score: Raw -769538.291934 + Penalty 2855.399735 = -766682.892199
  nChanged 358
		SP:Iteration 6F (167985.680000 sec): 3 clusters
  Score: Raw -769828.631565 + Penalty 2855.399735 = -766973.231830
  nChanged 311
		SP:Iteration 7Q (167985.790000 sec): 3 clusters
  Score: Raw -770099.484043 + Penalty 2855.399735 = -767244.084308
  nChanged 246
		SP:Iteration 8Q (167985.900000 sec): 3 clusters
  Score: Raw -770251.630261 + Penalty 2855.399735 = -767396.230526
  nChanged 176
		SP:Iteration 9Q (167986.010000 sec): 3 clusters
  Score: Raw -770347.739155 + Penalty 2855.399735 = -767492.339420
  nChanged 108
		SP:Iteration 10Q (167986.110000 sec): 3 clusters
  Score: Raw -770406.960787 + Penalty 2855.399735 = -767551.561052
  nChanged 102
		SP:Iteration 11Q (167986.210000 sec): 3 clusters
  Score: Raw -770461.928911 + Penalty 2855.399735 = -767606.529176
  nChanged 90
		SP:Iteration 12Q (167986.310000 sec): 3 clusters
  Score: Raw -770505.559589 + Penalty 2855.399735 = -767650.159854
  nChanged 64
		SP:Iteration 13Q (167986.410000 sec): 3 clusters
  Score: Raw -770537.735976 + Penalty 2855.399735 = -767682.336241
  nChanged 60
		SP:Iteration 14Q (167986.500000 sec): 3 clusters
  Score: Raw -770566.365918 + Penalty 2855.399735 = -767710.966183
  nChanged 61
		SP:Iteration 15Q (167986.600000 sec): 3 clusters
  Score: Raw -770590.067654 + Penalty 2855.399735 = -767734.667919
  nChanged 46
		SP:Iteration 16Q (167986.700000 sec): 3 clusters
  Score: Raw -770608.965628 + Penalty 2855.399735 = -767753.565893
  nChanged 43
		SP:Iteration 17Q (167986.800000 sec): 3 clusters
  Score: Raw -770631.120151 + Penalty 2855.399735 = -767775.720416
  nChanged 37
		SP:Iteration 18Q (167986.890000 sec): 3 clusters
  Score: Raw -770646.571437 + Penalty 2855.399735 = -767791.171702
  nChanged 39
		SP:Iteration 19Q (167986.990000 sec): 3 clusters
  Score: Raw -770668.101028 + Penalty 2855.399735 = -767812.701293
  nChanged 41
		SP:Iteration 20F (167987.090000 sec): 3 clusters
  Score: Raw -770687.633510 + Penalty 2855.399735 = -767832.233776
  nChanged 40
		SP:Iteration 21Q (167987.190000 sec): 3 clusters
  Score: Raw -770702.353193 + Penalty 2855.399735 = -767846.953459
  nChanged 31
		SP:Iteration 22Q (167987.290000 sec): 3 clusters
  Score: Raw -770711.930229 + Penalty 2855.399735 = -767856.530494
  nChanged 23
		SP:Iteration 23Q (167987.390000 sec): 3 clusters
  Score: Raw -770720.037578 + Penalty 2855.399735 = -767864.637843
  nChanged 20
		SP:Iteration 24Q (167987.490000 sec): 3 clusters
  Score: Raw -770725.135542 + Penalty 2855.399735 = -767869.735808
  nChanged 18
		SP:Iteration 25Q (167987.580000 sec): 3 clusters
  Score: Raw -770730.909726 + Penalty 2855.399735 = -767875.509991
  nChanged 20
		SP:Iteration 26Q (167987.680000 sec): 3 clusters
  Score: Raw -770737.230689 + Penalty 2855.399735 = -767881.830954
  nChanged 11
		SP:Iteration 27Q (167987.780000 sec): 3 clusters
  Score: Raw -770739.380680 + Penalty 2855.399735 = -767883.980945
  nChanged 11
		SP:Iteration 28Q (167987.890000 sec): 3 clusters
  Score: Raw -770742.314667 + Penalty 2855.399735 = -767886.914932
  nChanged 16
		SP:Iteration 29Q (167987.990000 sec): 3 clusters
  Score: Raw -770746.415801 + Penalty 2855.399735 = -767891.016066
  nChanged 18
		SP:Iteration 30Q (167988.090000 sec): 3 clusters
  Score: Raw -770749.894608 + Penalty 2855.399735 = -767894.494873
  nChanged 10
		SP:Iteration 31Q (167988.190000 sec): 3 clusters
  Score: Raw -770751.937194 + Penalty 2855.399735 = -767896.537459
  nChanged 6
		SP:Iteration 32Q (167988.290000 sec): 3 clusters
  Score: Raw -770752.789169 + Penalty 2855.399735 = -767897.389434
  nChanged 5
		SP:Iteration 33Q (167988.400000 sec): 3 clusters
  Score: Raw -770753.341887 + Penalty 2855.399735 = -767897.942152
  nChanged 6
		SP:Iteration 34Q (167988.500000 sec): 3 clusters
  Score: Raw -770754.390233 + Penalty 2855.399735 = -767898.990498
  nChanged 5
		SP:Iteration 35Q (167988.590000 sec): 3 clusters
  Score: Raw -770754.932733 + Penalty 2855.399735 = -767899.532998
  nChanged 2
		SP:Iteration 36Q (167988.690000 sec): 3 clusters
  Score: Raw -770755.127851 + Penalty 2855.399735 = -767899.728116
  nChanged 1
		SP:Iteration 37Q (167988.790000 sec): 3 clusters
  Score: Raw -770755.166300 + Penalty 2855.399735 = -767899.766565
  nChanged 0
		SP:Iteration 38F (167988.900000 sec): 3 clusters
  Score: Raw -770755.166300 + Penalty 2855.399735 = -767899.766565
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 6 (2678 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (167988.970000 sec): 2 clusters
  Score: Raw -300191.231377 + Penalty 1282.584148 = -298908.647229
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (167989.030000 sec): 3 clusters
  Score: Raw -299035.382402 + Penalty 2565.168296 = -296470.214106
  nChanged 936
		SP:Iteration 1F (167989.080000 sec): 3 clusters
  Score: Raw -299729.094323 + Penalty 2565.168296 = -297163.926027
  nChanged 227
		SP:Iteration 2F (167989.130000 sec): 3 clusters
  Score: Raw -299915.494795 + Penalty 2565.168296 = -297350.326499
  nChanged 153
		SP:Iteration 3F (167989.180000 sec): 3 clusters
  Score: Raw -300036.883321 + Penalty 2565.168296 = -297471.715025
  nChanged 119
		SP:Iteration 4Q (167989.230000 sec): 3 clusters
  Score: Raw -300128.251739 + Penalty 2565.168296 = -297563.083443
  nChanged 86
		SP:Iteration 5Q (167989.280000 sec): 3 clusters
  Score: Raw -300200.850049 + Penalty 2565.168296 = -297635.681753
  nChanged 74
		SP:Iteration 6Q (167989.330000 sec): 3 clusters
  Score: Raw -300249.910488 + Penalty 2565.168296 = -297684.742192
  nChanged 61
		SP:Iteration 7Q (167989.380000 sec): 3 clusters
  Score: Raw -300280.538352 + Penalty 2565.168296 = -297715.370056
  nChanged 42
		SP:Iteration 8Q (167989.420000 sec): 3 clusters
  Score: Raw -300298.152667 + Penalty 2565.168296 = -297732.984371
  nChanged 32
		SP:Iteration 9Q (167989.470000 sec): 3 clusters
  Score: Raw -300315.395205 + Penalty 2565.168296 = -297750.226909
  nChanged 32
		SP:Iteration 10Q (167989.520000 sec): 3 clusters
  Score: Raw -300330.085769 + Penalty 2565.168296 = -297764.917473
  nChanged 23
		SP:Iteration 11Q (167989.570000 sec): 3 clusters
  Score: Raw -300340.157373 + Penalty 2565.168296 = -297774.989077
  nChanged 22
		SP:Iteration 12Q (167989.620000 sec): 3 clusters
  Score: Raw -300349.742898 + Penalty 2565.168296 = -297784.574602
  nChanged 18
		SP:Iteration 13Q (167989.660000 sec): 3 clusters
  Score: Raw -300359.202786 + Penalty 2565.168296 = -297794.034490
  nChanged 17
		SP:Iteration 14Q (167989.710000 sec): 3 clusters
  Score: Raw -300367.003195 + Penalty 2565.168296 = -297801.834899
  nChanged 15
		SP:Iteration 15Q (167989.760000 sec): 3 clusters
  Score: Raw -300374.058025 + Penalty 2565.168296 = -297808.889729
  nChanged 12
		SP:Iteration 16Q (167989.810000 sec): 3 clusters
  Score: Raw -300377.664493 + Penalty 2565.168296 = -297812.496197
  nChanged 10
		SP:Iteration 17Q (167989.860000 sec): 3 clusters
  Score: Raw -300381.768926 + Penalty 2565.168296 = -297816.600630
  nChanged 9
		SP:Iteration 18Q (167989.910000 sec): 3 clusters
  Score: Raw -300385.610611 + Penalty 2565.168296 = -297820.442315
  nChanged 9
		SP:Iteration 19Q (167989.960000 sec): 3 clusters
  Score: Raw -300388.274624 + Penalty 2565.168296 = -297823.106328
  nChanged 6
		SP:Iteration 20F (167990.000000 sec): 3 clusters
  Score: Raw -300390.047050 + Penalty 2565.168296 = -297824.878754
  nChanged 6
		SP:Iteration 21Q (167990.050000 sec): 3 clusters
  Score: Raw -300392.076533 + Penalty 2565.168296 = -297826.908236
  nChanged 5
		SP:Iteration 22Q (167990.100000 sec): 3 clusters
  Score: Raw -300393.453915 + Penalty 2565.168296 = -297828.285619
  nChanged 2
		SP:Iteration 23Q (167990.150000 sec): 3 clusters
  Score: Raw -300393.891177 + Penalty 2565.168296 = -297828.722881
  nChanged 2
		SP:Iteration 24Q (167990.200000 sec): 3 clusters
  Score: Raw -300395.190457 + Penalty 2565.168296 = -297830.022161
  nChanged 3
		SP:Iteration 25Q (167990.250000 sec): 3 clusters
  Score: Raw -300395.595735 + Penalty 2565.168296 = -297830.427439
  nChanged 1
		SP:Iteration 26Q (167990.300000 sec): 3 clusters
  Score: Raw -300395.715076 + Penalty 2565.168296 = -297830.546780
  nChanged 0
		SP:Iteration 27F (167990.340000 sec): 3 clusters
  Score: Raw -300395.715076 + Penalty 2565.168296 = -297830.546780
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 7 (121 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (167990.400000 sec): 2 clusters
  Score: Raw -12474.171557 + Penalty 779.315964 = -11694.855593
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (167990.400000 sec): 3 clusters
  Score: Raw -12663.290064 + Penalty 1558.631927 = -11104.658136
  nChanged 9
		SP:Iteration 1F (167990.400000 sec): 3 clusters
  Score: Raw -12743.883333 + Penalty 1558.631927 = -11185.251405
  nChanged 2
		SP:Iteration 2Q (167990.410000 sec): 3 clusters
  Score: Raw -12758.666968 + Penalty 1558.631927 = -11200.035041
  nChanged 2
		SP:Iteration 3Q (167990.410000 sec): 3 clusters
  Score: Raw -12767.000335 + Penalty 1558.631927 = -11208.368408
  nChanged 2
		SP:Iteration 4Q (167990.420000 sec): 3 clusters
  Score: Raw -12779.168330 + Penalty 1558.631927 = -11220.536403
  nChanged 1
		SP:Iteration 5Q (167990.420000 sec): 3 clusters
  Score: Raw -12791.537473 + Penalty 1558.631927 = -11232.905546
  nChanged 0
		SP:Iteration 6F (167990.420000 sec): 3 clusters
  Score: Raw -12791.537473 + Penalty 1558.631927 = -11232.905546
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 8 (300 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (167990.470000 sec): 2 clusters
  Score: Raw -31272.591121 + Penalty 926.864652 = -30345.726469
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (167990.480000 sec): 3 clusters
  Score: Raw -31354.693422 + Penalty 1853.729304 = -29500.964117
  nChanged 49
		SP:Iteration 1F (167990.480000 sec): 3 clusters
  Score: Raw -31453.819476 + Penalty 1853.729304 = -29600.090172
  nChanged 16
		SP:Iteration 2F (167990.490000 sec): 3 clusters
  Score: Raw -31504.972694 + Penalty 1853.729304 = -29651.243390
  nChanged 8
		SP:Iteration 3Q (167990.500000 sec): 3 clusters
  Score: Raw -31524.983680 + Penalty 1853.729304 = -29671.254376
  nChanged 4
		SP:Iteration 4Q (167990.500000 sec): 3 clusters
  Score: Raw -31535.507107 + Penalty 1853.729304 = -29681.777802
  nChanged 4
		SP:Iteration 5Q (167990.510000 sec): 3 clusters
  Score: Raw -31546.351390 + Penalty 1853.729304 = -29692.622085
  nChanged 1
		SP:Iteration 6Q (167990.520000 sec): 3 clusters
  Score: Raw -31547.634155 + Penalty 1853.729304 = -29693.904850
  nChanged 0
		SP:Iteration 7F (167990.520000 sec): 3 clusters
  Score: Raw -31547.634155 + Penalty 1853.729304 = -29693.904850
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 9 (8775 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (167990.640000 sec): 2 clusters
  Score: Raw -1118689.947030 + Penalty 1475.445083 = -1117214.501947
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (167990.790000 sec): 3 clusters
  Score: Raw -1113756.003501 + Penalty 2950.890166 = -1110805.113336
  nChanged 3742
		SP:Iteration 1F (167990.920000 sec): 3 clusters
  Score: Raw -1115670.105569 + Penalty 2950.890166 = -1112719.215403
  nChanged 509
		SP:Iteration 2F (167991.060000 sec): 3 clusters
  Score: Raw -1115891.456453 + Penalty 2950.890166 = -1112940.566287
  nChanged 454
		SP:Iteration 3F (167991.200000 sec): 3 clusters
  Score: Raw -1116083.502300 + Penalty 2950.890166 = -1113132.612135
  nChanged 414
		SP:Iteration 4Q (167991.340000 sec): 3 clusters
  Score: Raw -1116261.450937 + Penalty 2950.890166 = -1113310.560771
  nChanged 420
		SP:Iteration 5Q (167991.480000 sec): 3 clusters
  Score: Raw -1116453.027065 + Penalty 2950.890166 = -1113502.136899
  nChanged 424
		SP:Iteration 6Q (167991.610000 sec): 3 clusters
  Score: Raw -1116648.323307 + Penalty 2950.890166 = -1113697.433141
  nChanged 386
		SP:Iteration 7Q (167991.750000 sec): 3 clusters
  Score: Raw -1116827.457650 + Penalty 2950.890166 = -1113876.567484
  nChanged 356
		SP:Iteration 8Q (167991.890000 sec): 3 clusters
  Score: Raw -1116975.136840 + Penalty 2950.890166 = -1114024.246674
  nChanged 324
		SP:Iteration 9Q (167992.030000 sec): 3 clusters
  Score: Raw -1117105.766380 + Penalty 2950.890166 = -1114154.876214
  nChanged 271
		SP:Iteration 10Q (167992.180000 sec): 3 clusters
  Score: Raw -1117207.603774 + Penalty 2950.890166 = -1114256.713609
  nChanged 247
		SP:Iteration 11Q (167992.310000 sec): 3 clusters
  Score: Raw -1117298.531907 + Penalty 2950.890166 = -1114347.641741
  nChanged 204
		SP:Iteration 12Q (167992.440000 sec): 3 clusters
  Score: Raw -1117367.599606 + Penalty 2950.890166 = -1114416.709441
  nChanged 168
		SP:Iteration 13Q (167992.580000 sec): 3 clusters
  Score: Raw -1117435.950720 + Penalty 2950.890166 = -1114485.060554
  nChanged 178
		SP:Iteration 14Q (167992.720000 sec): 3 clusters
  Score: Raw -1117505.402566 + Penalty 2950.890166 = -1114554.512400
  nChanged 178
		SP:Iteration 15Q (167992.860000 sec): 3 clusters
  Score: Raw -1117577.142669 + Penalty 2950.890166 = -1114626.252503
  nChanged 183
		SP:Iteration 16Q (167993.000000 sec): 3 clusters
  Score: Raw -1117662.977958 + Penalty 2950.890166 = -1114712.087793
  nChanged 189
		SP:Iteration 17Q (167993.140000 sec): 3 clusters
  Score: Raw -1117751.757304 + Penalty 2950.890166 = -1114800.867138
  nChanged 192
		SP:Iteration 18Q (167993.260000 sec): 3 clusters
  Score: Raw -1117846.136173 + Penalty 2950.890166 = -1114895.246007
  nChanged 200
		SP:Iteration 19Q (167993.400000 sec): 3 clusters
  Score: Raw -1117960.997469 + Penalty 2950.890166 = -1115010.107304
  nChanged 205
		SP:Iteration 20F (167993.540000 sec): 3 clusters
  Score: Raw -1118088.081923 + Penalty 2950.890166 = -1115137.191758
  nChanged 188
		SP:Iteration 21Q (167993.690000 sec): 3 clusters
  Score: Raw -1118196.969027 + Penalty 2950.890166 = -1115246.078861
  nChanged 145
		SP:Iteration 22Q (167993.830000 sec): 3 clusters
  Score: Raw -1118293.990892 + Penalty 2950.890166 = -1115343.100726
  nChanged 148
		SP:Iteration 23Q (167993.970000 sec): 3 clusters
  Score: Raw -1118401.654976 + Penalty 2950.890166 = -1115450.764811
  nChanged 132
		SP:Iteration 24Q (167994.100000 sec): 3 clusters
  Score: Raw -1118490.149505 + Penalty 2950.890166 = -1115539.259340
  nChanged 104
		SP:Iteration 25Q (167994.220000 sec): 3 clusters
  Score: Raw -1118573.773774 + Penalty 2950.890166 = -1115622.883609
  nChanged 88
		SP:Iteration 26Q (167994.360000 sec): 3 clusters
  Score: Raw -1118650.266317 + Penalty 2950.890166 = -1115699.376151
  nChanged 61
		SP:Iteration 27Q (167994.490000 sec): 3 clusters
  Score: Raw -1118699.724132 + Penalty 2950.890166 = -1115748.833966
  nChanged 41
		SP:Iteration 28Q (167994.630000 sec): 3 clusters
  Score: Raw -1118727.400606 + Penalty 2950.890166 = -1115776.510440
  nChanged 21
		SP:Iteration 29Q (167994.760000 sec): 3 clusters
  Score: Raw -1118742.206101 + Penalty 2950.890166 = -1115791.315936
  nChanged 17
		SP:Iteration 30Q (167994.900000 sec): 3 clusters
  Score: Raw -1118756.046615 + Penalty 2950.890166 = -1115805.156449
  nChanged 17
		SP:Iteration 31Q (167995.030000 sec): 3 clusters
  Score: Raw -1118767.592603 + Penalty 2950.890166 = -1115816.702437
  nChanged 14
		SP:Iteration 32Q (167995.160000 sec): 3 clusters
  Score: Raw -1118780.271253 + Penalty 2950.890166 = -1115829.381087
  nChanged 12
		SP:Iteration 33Q (167995.280000 sec): 3 clusters
  Score: Raw -1118791.926119 + Penalty 2950.890166 = -1115841.035953
  nChanged 9
		SP:Iteration 34Q (167995.410000 sec): 3 clusters
  Score: Raw -1118800.860371 + Penalty 2950.890166 = -1115849.970205
  nChanged 12
		SP:Iteration 35Q (167995.540000 sec): 3 clusters
  Score: Raw -1118810.229477 + Penalty 2950.890166 = -1115859.339311
  nChanged 7
		SP:Iteration 36Q (167995.680000 sec): 3 clusters
  Score: Raw -1118817.653122 + Penalty 2950.890166 = -1115866.762957
  nChanged 5
		SP:Iteration 37Q (167995.810000 sec): 3 clusters
  Score: Raw -1118821.564845 + Penalty 2950.890166 = -1115870.674680
  nChanged 2
		SP:Iteration 38Q (167995.940000 sec): 3 clusters
  Score: Raw -1118822.557056 + Penalty 2950.890166 = -1115871.666890
  nChanged 4
		SP:Iteration 39Q (167996.070000 sec): 3 clusters
  Score: Raw -1118825.636121 + Penalty 2950.890166 = -1115874.745955
  nChanged 3
		SP:Iteration 40F (167996.220000 sec): 3 clusters
  Score: Raw -1118828.880587 + Penalty 2950.890166 = -1115877.990421
  nChanged 1
		SP:Iteration 41Q (167996.340000 sec): 3 clusters
  Score: Raw -1118830.115122 + Penalty 2950.890166 = -1115879.224956
  nChanged 0
		SP:Iteration 42F (167996.470000 sec): 3 clusters
  Score: Raw -1118830.115122 + Penalty 2950.890166 = -1115879.224956
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 10 (4527 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (167996.550000 sec): 2 clusters
  Score: Raw -508417.555340 + Penalty 1367.894896 = -507049.660443
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (167996.670000 sec): 3 clusters
  Score: Raw -506063.688203 + Penalty 2735.789793 = -503327.898410
  nChanged 1855
		SP:Iteration 1F (167996.760000 sec): 3 clusters
  Score: Raw -507132.588757 + Penalty 2735.789793 = -504396.798964
  nChanged 394
		SP:Iteration 2F (167996.840000 sec): 3 clusters
  Score: Raw -507399.891590 + Penalty 2735.789793 = -504664.101797
  nChanged 300
		SP:Iteration 3F (167996.930000 sec): 3 clusters
  Score: Raw -507604.800628 + Penalty 2735.789793 = -504869.010835
  nChanged 262
		SP:Iteration 4F (167997.020000 sec): 3 clusters
  Score: Raw -507785.734128 + Penalty 2735.789793 = -505049.944335
  nChanged 199
		SP:Iteration 5Q (167997.100000 sec): 3 clusters
  Score: Raw -507921.907860 + Penalty 2735.789793 = -505186.118067
  nChanged 196
		SP:Iteration 6Q (167997.190000 sec): 3 clusters
  Score: Raw -508074.637087 + Penalty 2735.789793 = -505338.847294
  nChanged 207
		SP:Iteration 7Q (167997.270000 sec): 3 clusters
  Score: Raw -508257.521908 + Penalty 2735.789793 = -505521.732115
  nChanged 192
		SP:Iteration 8Q (167997.360000 sec): 3 clusters
  Score: Raw -508433.017830 + Penalty 2735.789793 = -505697.228037
  nChanged 201
		SP:Iteration 9Q (167997.440000 sec): 3 clusters
  Score: Raw -508663.091305 + Penalty 2735.789793 = -505927.301512
  nChanged 216
		SP:Iteration 10Q (167997.530000 sec): 3 clusters
  Score: Raw -508919.021307 + Penalty 2735.789793 = -506183.231514
  nChanged 159
		SP:Iteration 11Q (167997.620000 sec): 3 clusters
  Score: Raw -509106.991052 + Penalty 2735.789793 = -506371.201259
  nChanged 122
		SP:Iteration 12Q (167997.700000 sec): 3 clusters
  Score: Raw -509219.078950 + Penalty 2735.789793 = -506483.289157
  nChanged 69
		SP:Iteration 13Q (167997.780000 sec): 3 clusters
  Score: Raw -509265.218333 + Penalty 2735.789793 = -506529.428540
  nChanged 56
		SP:Iteration 14Q (167997.860000 sec): 3 clusters
  Score: Raw -509291.466278 + Penalty 2735.789793 = -506555.676485
  nChanged 33
		SP:Iteration 15Q (167997.940000 sec): 3 clusters
  Score: Raw -509305.851793 + Penalty 2735.789793 = -506570.062000
  nChanged 19
		SP:Iteration 16Q (167998.030000 sec): 3 clusters
  Score: Raw -509312.812860 + Penalty 2735.789793 = -506577.023067
  nChanged 16
		SP:Iteration 17Q (167998.110000 sec): 3 clusters
  Score: Raw -509316.917020 + Penalty 2735.789793 = -506581.127227
  nChanged 9
		SP:Iteration 18Q (167998.190000 sec): 3 clusters
  Score: Raw -509319.258243 + Penalty 2735.789793 = -506583.468450
  nChanged 7
		SP:Iteration 19Q (167998.280000 sec): 3 clusters
  Score: Raw -509321.637227 + Penalty 2735.789793 = -506585.847434
  nChanged 6
		SP:Iteration 20F (167998.360000 sec): 3 clusters
  Score: Raw -509322.826152 + Penalty 2735.789793 = -506587.036359
  nChanged 4
		SP:Iteration 21Q (167998.440000 sec): 3 clusters
  Score: Raw -509323.876661 + Penalty 2735.789793 = -506588.086868
  nChanged 2
		SP:Iteration 22Q (167998.530000 sec): 3 clusters
  Score: Raw -509324.346732 + Penalty 2735.789793 = -506588.556939
  nChanged 0
		SP:Iteration 23F (167998.610000 sec): 3 clusters
  Score: Raw -509324.346732 + Penalty 2735.789793 = -506588.556939
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 11 (156058 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (167999.690000 sec): 2 clusters
  Score: Raw -18383766.615393 + Penalty 1943.172239 = -18381823.443153
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (168001.110000 sec): 3 clusters
  Score: Raw -18281102.088387 + Penalty 3886.344479 = -18277215.743908
  nChanged 75062
		SP:Iteration 1F (168002.560000 sec): 3 clusters
  Score: Raw -18325591.375747 + Penalty 3886.344479 = -18321705.031268
  nChanged 5959
		SP:Iteration 2Q (168004.030000 sec): 3 clusters
  Score: Raw -18327449.522008 + Penalty 3886.344479 = -18323563.177529
  nChanged 6922
		SP:Iteration 3Q (168005.450000 sec): 3 clusters
  Score: Raw -18329959.824642 + Penalty 3886.344479 = -18326073.480163
  nChanged 7692
		SP:Iteration 4Q (168006.900000 sec): 3 clusters
  Score: Raw -18333112.716934 + Penalty 3886.344479 = -18329226.372455
  nChanged 8163
		SP:Iteration 5F (168008.310000 sec): 3 clusters
  Score: Raw -18336627.255014 + Penalty 3886.344479 = -18332740.910535
  nChanged 8216
		SP:Iteration 6F (168009.740000 sec): 3 clusters
  Score: Raw -18340187.932863 + Penalty 3886.344479 = -18336301.588384
  nChanged 7905
		SP:Iteration 7F (168011.200000 sec): 3 clusters
  Score: Raw -18343366.167891 + Penalty 3886.344479 = -18339479.823412
  nChanged 6952
		SP:Iteration 8Q (168012.630000 sec): 3 clusters
  Score: Raw -18345903.245439 + Penalty 3886.344479 = -18342016.900960
  nChanged 5962
		SP:Iteration 9Q (168014.070000 sec): 3 clusters
  Score: Raw -18347915.381899 + Penalty 3886.344479 = -18344029.037420
  nChanged 5071
		SP:Iteration 10Q (168015.530000 sec): 3 clusters
  Score: Raw -18349662.568793 + Penalty 3886.344479 = -18345776.224314
  nChanged 4601
		SP:Iteration 11Q (168016.950000 sec): 3 clusters
  Score: Raw -18351460.002026 + Penalty 3886.344479 = -18347573.657547
  nChanged 4618
		SP:Iteration 12Q (168018.410000 sec): 3 clusters
  Score: Raw -18353516.576151 + Penalty 3886.344479 = -18349630.231672
  nChanged 4708
		SP:Iteration 13Q (168019.830000 sec): 3 clusters
  Score: Raw -18355861.490885 + Penalty 3886.344479 = -18351975.146406
  nChanged 4848
		SP:Iteration 14Q (168021.280000 sec): 3 clusters
  Score: Raw -18358499.469968 + Penalty 3886.344479 = -18354613.125489
  nChanged 4827
		SP:Iteration 15Q (168022.690000 sec): 3 clusters
  Score: Raw -18361214.317032 + Penalty 3886.344479 = -18357327.972553
  nChanged 4472
		SP:Iteration 16Q (168024.120000 sec): 3 clusters
  Score: Raw -18363680.005199 + Penalty 3886.344479 = -18359793.660720
  nChanged 3785
		SP:Iteration 17Q (168025.510000 sec): 3 clusters
  Score: Raw -18365628.985105 + Penalty 3886.344479 = -18361742.640626
  nChanged 3194
		SP:Iteration 18Q (168026.910000 sec): 3 clusters
  Score: Raw -18367131.937746 + Penalty 3886.344479 = -18363245.593268
  nChanged 2737
		SP:Iteration 19Q (168028.280000 sec): 3 clusters
  Score: Raw -18368385.601907 + Penalty 3886.344479 = -18364499.257428
  nChanged 2709
		SP:Iteration 20F (168029.720000 sec): 3 clusters
  Score: Raw -18369501.647524 + Penalty 3886.344479 = -18365615.303045
  nChanged 2668
		SP:Iteration 21Q (168031.100000 sec): 3 clusters
  Score: Raw -18370617.841518 + Penalty 3886.344479 = -18366731.497039
  nChanged 2697
		SP:Iteration 22Q (168032.470000 sec): 3 clusters
  Score: Raw -18371778.098179 + Penalty 3886.344479 = -18367891.753700
  nChanged 2521
		SP:Iteration 23Q (168033.800000 sec): 3 clusters
  Score: Raw -18372921.200938 + Penalty 3886.344479 = -18369034.856459
  nChanged 2529
		SP:Iteration 24Q (168035.140000 sec): 3 clusters
  Score: Raw -18374184.235155 + Penalty 3886.344479 = -18370297.890676
  nChanged 2377
		SP:Iteration 25Q (168036.480000 sec): 3 clusters
  Score: Raw -18375389.026926 + Penalty 3886.344479 = -18371502.682447
  nChanged 2091
		SP:Iteration 26Q (168037.800000 sec): 3 clusters
  Score: Raw -18376444.606724 + Penalty 3886.344479 = -18372558.262245
  nChanged 1849
		SP:Iteration 27Q (168039.080000 sec): 3 clusters
  Score: Raw -18377383.311168 + Penalty 3886.344479 = -18373496.966690
  nChanged 1597
		SP:Iteration 28Q (168040.390000 sec): 3 clusters
  Score: Raw -18378198.063729 + Penalty 3886.344479 = -18374311.719250
  nChanged 1387
		SP:Iteration 29Q (168041.650000 sec): 3 clusters
  Score: Raw -18378874.487665 + Penalty 3886.344479 = -18374988.143187
  nChanged 1254
		SP:Iteration 30Q (168042.940000 sec): 3 clusters
  Score: Raw -18379491.159509 + Penalty 3886.344479 = -18375604.815030
  nChanged 1092
		SP:Iteration 31Q (168044.200000 sec): 3 clusters
  Score: Raw -18380035.279748 + Penalty 3886.344479 = -18376148.935269
  nChanged 964
		SP:Iteration 32Q (168045.440000 sec): 3 clusters
  Score: Raw -18380532.996507 + Penalty 3886.344479 = -18376646.652028
  nChanged 848
		SP:Iteration 33Q (168046.680000 sec): 3 clusters
  Score: Raw -18380988.748037 + Penalty 3886.344479 = -18377102.403558
  nChanged 798
		SP:Iteration 34Q (168047.960000 sec): 3 clusters
  Score: Raw -18381435.379202 + Penalty 3886.344479 = -18377549.034723
  nChanged 723
		SP:Iteration 35Q (168049.210000 sec): 3 clusters
  Score: Raw -18381846.549948 + Penalty 3886.344479 = -18377960.205470
  nChanged 643
		SP:Iteration 36Q (168050.460000 sec): 3 clusters
  Score: Raw -18382183.687113 + Penalty 3886.344479 = -18378297.342634
  nChanged 571
		SP:Iteration 37Q (168051.710000 sec): 3 clusters
  Score: Raw -18382452.580973 + Penalty 3886.344479 = -18378566.236494
  nChanged 487
		SP:Iteration 38Q (168052.950000 sec): 3 clusters
  Score: Raw -18382670.941062 + Penalty 3886.344479 = -18378784.596583
  nChanged 453
		SP:Iteration 39Q (168054.180000 sec): 3 clusters
  Score: Raw -18382852.823237 + Penalty 3886.344479 = -18378966.478758
  nChanged 416
		SP:Iteration 40F (168055.600000 sec): 3 clusters
  Score: Raw -18383004.736547 + Penalty 3886.344479 = -18379118.392068
  nChanged 371
		SP:Iteration 41Q (168056.820000 sec): 3 clusters
  Score: Raw -18383138.899926 + Penalty 3886.344479 = -18379252.555447
  nChanged 328
		SP:Iteration 42Q (168058.050000 sec): 3 clusters
  Score: Raw -18383247.097916 + Penalty 3886.344479 = -18379360.753437
  nChanged 309
		SP:Iteration 43Q (168059.280000 sec): 3 clusters
  Score: Raw -18383353.598734 + Penalty 3886.344479 = -18379467.254255
  nChanged 303
		SP:Iteration 44Q (168060.520000 sec): 3 clusters
  Score: Raw -18383455.536343 + Penalty 3886.344479 = -18379569.191864
  nChanged 303
		SP:Iteration 45Q (168061.750000 sec): 3 clusters
  Score: Raw -18383557.431093 + Penalty 3886.344479 = -18379671.086615
  nChanged 268
		SP:Iteration 46Q (168062.980000 sec): 3 clusters
  Score: Raw -18383635.153808 + Penalty 3886.344479 = -18379748.809330
  nChanged 212
		SP:Iteration 47Q (168064.200000 sec): 3 clusters
  Score: Raw -18383692.802440 + Penalty 3886.344479 = -18379806.457961
  nChanged 202
		SP:Iteration 48Q (168065.430000 sec): 3 clusters
  Score: Raw -18383745.693118 + Penalty 3886.344479 = -18379859.348639
  nChanged 191
		SP:Iteration 49Q (168066.660000 sec): 3 clusters
  Score: Raw -18383794.850087 + Penalty 3886.344479 = -18379908.505608
  nChanged 176
		SP:Iteration 50Q (168067.890000 sec): 3 clusters
  Score: Raw -18383836.125115 + Penalty 3886.344479 = -18379949.780636
  nChanged 146
		SP:Iteration 51Q (168069.080000 sec): 3 clusters
  Score: Raw -18383869.425340 + Penalty 3886.344479 = -18379983.080861
  nChanged 132
		SP:Iteration 52Q (168070.280000 sec): 3 clusters
  Score: Raw -18383900.013136 + Penalty 3886.344479 = -18380013.668657
  nChanged 115
		SP:Iteration 53Q (168071.510000 sec): 3 clusters
  Score: Raw -18383926.691738 + Penalty 3886.344479 = -18380040.347259
  nChanged 127
		SP:Iteration 54Q (168072.730000 sec): 3 clusters
  Score: Raw -18383954.933382 + Penalty 3886.344479 = -18380068.588903
  nChanged 95
		SP:Iteration 55Q (168073.920000 sec): 3 clusters
  Score: Raw -18383976.900874 + Penalty 3886.344479 = -18380090.556395
  nChanged 114
		SP:Iteration 56Q (168075.120000 sec): 3 clusters
  Score: Raw -18384003.426694 + Penalty 3886.344479 = -18380117.082215
  nChanged 97
		SP:Iteration 57Q (168076.350000 sec): 3 clusters
  Score: Raw -18384025.323263 + Penalty 3886.344479 = -18380138.978784
  nChanged 94
		SP:Iteration 58Q (168077.570000 sec): 3 clusters
  Score: Raw -18384044.073531 + Penalty 3886.344479 = -18380157.729052
  nChanged 90
		SP:Iteration 59Q (168078.750000 sec): 3 clusters
  Score: Raw -18384064.674646 + Penalty 3886.344479 = -18380178.330168
  nChanged 81
		SP:Iteration 60F (168080.180000 sec): 3 clusters
  Score: Raw -18384080.962988 + Penalty 3886.344479 = -18380194.618509
  nChanged 73
		SP:Iteration 61Q (168081.360000 sec): 3 clusters
  Score: Raw -18384094.390130 + Penalty 3886.344479 = -18380208.045651
  nChanged 58
		SP:Iteration 62Q (168082.580000 sec): 3 clusters
  Score: Raw -18384104.842734 + Penalty 3886.344479 = -18380218.498255
  nChanged 56
		SP:Iteration 63Q (168083.800000 sec): 3 clusters
  Score: Raw -18384116.418155 + Penalty 3886.344479 = -18380230.073676
  nChanged 55
		SP:Iteration 64Q (168084.980000 sec): 3 clusters
  Score: Raw -18384126.962260 + Penalty 3886.344479 = -18380240.617781
  nChanged 55
		SP:Iteration 65Q (168086.180000 sec): 3 clusters
  Score: Raw -18384139.042831 + Penalty 3886.344479 = -18380252.698352
  nChanged 48
		SP:Iteration 66Q (168087.400000 sec): 3 clusters
  Score: Raw -18384149.653270 + Penalty 3886.344479 = -18380263.308791
  nChanged 43
		SP:Iteration 67Q (168088.630000 sec): 3 clusters
  Score: Raw -18384158.766883 + Penalty 3886.344479 = -18380272.422404
  nChanged 36
		SP:Iteration 68Q (168089.800000 sec): 3 clusters
  Score: Raw -18384166.006818 + Penalty 3886.344479 = -18380279.662339
  nChanged 35
		SP:Iteration 69Q (168091.000000 sec): 3 clusters
  Score: Raw -18384171.950820 + Penalty 3886.344479 = -18380285.606341
  nChanged 31
		SP:Iteration 70Q (168092.180000 sec): 3 clusters
  Score: Raw -18384176.741747 + Penalty 3886.344479 = -18380290.397268
  nChanged 22
		SP:Iteration 71Q (168093.380000 sec): 3 clusters
  Score: Raw -18384181.658642 + Penalty 3886.344479 = -18380295.314163
  nChanged 26
		SP:Iteration 72Q (168094.600000 sec): 3 clusters
  Score: Raw -18384185.441528 + Penalty 3886.344479 = -18380299.097049
  nChanged 17
		SP:Iteration 73Q (168095.770000 sec): 3 clusters
  Score: Raw -18384188.823444 + Penalty 3886.344479 = -18380302.478965
  nChanged 13
		SP:Iteration 74Q (168096.980000 sec): 3 clusters
  Score: Raw -18384191.301071 + Penalty 3886.344479 = -18380304.956592
  nChanged 13
		SP:Iteration 75Q (168098.190000 sec): 3 clusters
  Score: Raw -18384194.085410 + Penalty 3886.344479 = -18380307.740931
  nChanged 9
		SP:Iteration 76Q (168099.370000 sec): 3 clusters
  Score: Raw -18384195.593782 + Penalty 3886.344479 = -18380309.249303
  nChanged 13
		SP:Iteration 77Q (168100.570000 sec): 3 clusters
  Score: Raw -18384197.659493 + Penalty 3886.344479 = -18380311.315015
  nChanged 13
		SP:Iteration 78Q (168101.800000 sec): 3 clusters
  Score: Raw -18384199.292629 + Penalty 3886.344479 = -18380312.948150
  nChanged 9
		SP:Iteration 79Q (168103.030000 sec): 3 clusters
  Score: Raw -18384200.383082 + Penalty 3886.344479 = -18380314.038603
  nChanged 9
		SP:Iteration 80F (168104.420000 sec): 3 clusters
  Score: Raw -18384201.482823 + Penalty 3886.344479 = -18380315.138344
  nChanged 6
		SP:Iteration 81Q (168105.640000 sec): 3 clusters
  Score: Raw -18384202.289691 + Penalty 3886.344479 = -18380315.945212
  nChanged 8
		SP:Iteration 82Q (168106.820000 sec): 3 clusters
  Score: Raw -18384203.639181 + Penalty 3886.344479 = -18380317.294702
  nChanged 9
		SP:Iteration 83Q (168108.030000 sec): 3 clusters
  Score: Raw -18384204.889715 + Penalty 3886.344479 = -18380318.545236
  nChanged 9
		SP:Iteration 84Q (168109.250000 sec): 3 clusters
  Score: Raw -18384206.024995 + Penalty 3886.344479 = -18380319.680516
  nChanged 10
		SP:Iteration 85Q (168110.420000 sec): 3 clusters
  Score: Raw -18384207.736772 + Penalty 3886.344479 = -18380321.392293
  nChanged 6
		SP:Iteration 86Q (168111.620000 sec): 3 clusters
  Score: Raw -18384208.736199 + Penalty 3886.344479 = -18380322.391720
  nChanged 5
		SP:Iteration 87Q (168112.840000 sec): 3 clusters
  Score: Raw -18384209.474133 + Penalty 3886.344479 = -18380323.129654
  nChanged 8
		SP:Iteration 88Q (168114.010000 sec): 3 clusters
  Score: Raw -18384210.595410 + Penalty 3886.344479 = -18380324.250931
  nChanged 5
		SP:Iteration 89Q (168115.210000 sec): 3 clusters
  Score: Raw -18384211.225341 + Penalty 3886.344479 = -18380324.880862
  nChanged 5
		SP:Iteration 90Q (168116.430000 sec): 3 clusters
  Score: Raw -18384211.943183 + Penalty 3886.344479 = -18380325.598704
  nChanged 7
		SP:Iteration 91Q (168117.640000 sec): 3 clusters
  Score: Raw -18384213.008940 + Penalty 3886.344479 = -18380326.664461
  nChanged 6
		SP:Iteration 92Q (168118.810000 sec): 3 clusters
  Score: Raw -18384213.986595 + Penalty 3886.344479 = -18380327.642116
  nChanged 4
		SP:Iteration 93Q (168120.030000 sec): 3 clusters
  Score: Raw -18384214.718305 + Penalty 3886.344479 = -18380328.373826
  nChanged 6
		SP:Iteration 94Q (168121.250000 sec): 3 clusters
  Score: Raw -18384215.578889 + Penalty 3886.344479 = -18380329.234411
  nChanged 4
		SP:Iteration 95Q (168122.420000 sec): 3 clusters
  Score: Raw -18384216.312266 + Penalty 3886.344479 = -18380329.967787
  nChanged 4
		SP:Iteration 96Q (168123.620000 sec): 3 clusters
  Score: Raw -18384217.057984 + Penalty 3886.344479 = -18380330.713505
  nChanged 4
		SP:Iteration 97Q (168124.830000 sec): 3 clusters
  Score: Raw -18384217.602550 + Penalty 3886.344479 = -18380331.258072
  nChanged 3
		SP:Iteration 98Q (168126.010000 sec): 3 clusters
  Score: Raw -18384218.244049 + Penalty 3886.344479 = -18380331.899570
  nChanged 4
		SP:Iteration 99Q (168127.210000 sec): 3 clusters
  Score: Raw -18384219.038724 + Penalty 3886.344479 = -18380332.694245
  nChanged 4
		SP:Iteration 100F (168128.650000 sec): 3 clusters
  Score: Raw -18384219.867019 + Penalty 3886.344479 = -18380333.522540
  nChanged 6
		SP:Iteration 101Q (168129.850000 sec): 3 clusters
  Score: Raw -18384220.821530 + Penalty 3886.344479 = -18380334.477051
  nChanged 9
		SP:Iteration 102Q (168131.070000 sec): 3 clusters
  Score: Raw -18384222.445601 + Penalty 3886.344479 = -18380336.101122
  nChanged 10
		SP:Iteration 103Q (168132.240000 sec): 3 clusters
  Score: Raw -18384223.832586 + Penalty 3886.344479 = -18380337.488107
  nChanged 7
		SP:Iteration 104Q (168133.440000 sec): 3 clusters
  Score: Raw -18384224.863643 + Penalty 3886.344479 = -18380338.519164
  nChanged 6
		SP:Iteration 105Q (168134.660000 sec): 3 clusters
  Score: Raw -18384226.010839 + Penalty 3886.344479 = -18380339.666360
  nChanged 5
		SP:Iteration 106Q (168135.830000 sec): 3 clusters
  Score: Raw -18384226.889769 + Penalty 3886.344479 = -18380340.545290
  nChanged 6
		SP:Iteration 107Q (168137.050000 sec): 3 clusters
  Score: Raw -18384227.642912 + Penalty 3886.344479 = -18380341.298433
  nChanged 2
		SP:Iteration 108Q (168138.260000 sec): 3 clusters
  Score: Raw -18384227.773983 + Penalty 3886.344479 = -18380341.429504
  nChanged 1
		SP:Iteration 109Q (168139.480000 sec): 3 clusters
  Score: Raw -18384227.831689 + Penalty 3886.344479 = -18380341.487210
  nChanged 2
		SP:Iteration 110Q (168140.660000 sec): 3 clusters
  Score: Raw -18384228.079946 + Penalty 3886.344479 = -18380341.735467
  nChanged 3
		SP:Iteration 111Q (168141.850000 sec): 3 clusters
  Score: Raw -18384228.356754 + Penalty 3886.344479 = -18380342.012275
  nChanged 1
		SP:Iteration 112Q (168143.060000 sec): 3 clusters
  Score: Raw -18384228.451403 + Penalty 3886.344479 = -18380342.106924
  nChanged 1
		SP:Iteration 113Q (168144.230000 sec): 3 clusters
  Score: Raw -18384228.613760 + Penalty 3886.344479 = -18380342.269281
  nChanged 0
		SP:Iteration 114F (168145.670000 sec): 3 clusters
  Score: Raw -18384228.613760 + Penalty 3886.344479 = -18380342.269281
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 12 (7677 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (168145.780000 sec): 2 clusters
  Score: Raw -870463.792962 + Penalty 1453.722420 = -869010.070542
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (168145.950000 sec): 3 clusters
  Score: Raw -866259.348209 + Penalty 2907.444841 = -863351.903368
  nChanged 3251
		SP:Iteration 1F (168146.060000 sec): 3 clusters
  Score: Raw -868141.836526 + Penalty 2907.444841 = -865234.391685
  nChanged 650
		SP:Iteration 2F (168146.180000 sec): 3 clusters
  Score: Raw -868654.438210 + Penalty 2907.444841 = -865746.993369
  nChanged 637
		SP:Iteration 3F (168146.290000 sec): 3 clusters
  Score: Raw -869207.379192 + Penalty 2907.444841 = -866299.934352
  nChanged 547
		SP:Iteration 4F (168146.410000 sec): 3 clusters
  Score: Raw -869668.393680 + Penalty 2907.444841 = -866760.948839
  nChanged 434
		SP:Iteration 5F (168146.530000 sec): 3 clusters
  Score: Raw -870051.787996 + Penalty 2907.444841 = -867144.343156
  nChanged 379
		SP:Iteration 6Q (168146.640000 sec): 3 clusters
  Score: Raw -870345.825188 + Penalty 2907.444841 = -867438.380347
  nChanged 304
		SP:Iteration 7Q (168146.760000 sec): 3 clusters
  Score: Raw -870580.770017 + Penalty 2907.444841 = -867673.325176
  nChanged 275
		SP:Iteration 8Q (168146.870000 sec): 3 clusters
  Score: Raw -870757.299307 + Penalty 2907.444841 = -867849.854466
  nChanged 234
		SP:Iteration 9Q (168146.990000 sec): 3 clusters
  Score: Raw -870868.366455 + Penalty 2907.444841 = -867960.921615
  nChanged 200
		SP:Iteration 10Q (168147.100000 sec): 3 clusters
  Score: Raw -870963.235886 + Penalty 2907.444841 = -868055.791046
  nChanged 166
		SP:Iteration 11Q (168147.210000 sec): 3 clusters
  Score: Raw -871035.238203 + Penalty 2907.444841 = -868127.793362
  nChanged 134
		SP:Iteration 12Q (168147.330000 sec): 3 clusters
  Score: Raw -871091.135199 + Penalty 2907.444841 = -868183.690358
  nChanged 131
		SP:Iteration 13Q (168147.450000 sec): 3 clusters
  Score: Raw -871148.412120 + Penalty 2907.444841 = -868240.967279
  nChanged 109
		SP:Iteration 14Q (168147.570000 sec): 3 clusters
  Score: Raw -871195.543255 + Penalty 2907.444841 = -868288.098414
  nChanged 103
		SP:Iteration 15Q (168147.690000 sec): 3 clusters
  Score: Raw -871239.374778 + Penalty 2907.444841 = -868331.929938
  nChanged 102
		SP:Iteration 16Q (168147.810000 sec): 3 clusters
  Score: Raw -871279.080049 + Penalty 2907.444841 = -868371.635208
  nChanged 87
		SP:Iteration 17Q (168147.920000 sec): 3 clusters
  Score: Raw -871310.955152 + Penalty 2907.444841 = -868403.510311
  nChanged 80
		SP:Iteration 18Q (168148.040000 sec): 3 clusters
  Score: Raw -871344.110273 + Penalty 2907.444841 = -868436.665432
  nChanged 83
		SP:Iteration 19Q (168148.160000 sec): 3 clusters
  Score: Raw -871372.092182 + Penalty 2907.444841 = -868464.647341
  nChanged 87
		SP:Iteration 20F (168148.290000 sec): 3 clusters
  Score: Raw -871404.020089 + Penalty 2907.444841 = -868496.575248
  nChanged 80
		SP:Iteration 21Q (168148.410000 sec): 3 clusters
  Score: Raw -871430.970619 + Penalty 2907.444841 = -868523.525778
  nChanged 76
		SP:Iteration 22Q (168148.520000 sec): 3 clusters
  Score: Raw -871457.240514 + Penalty 2907.444841 = -868549.795674
  nChanged 58
		SP:Iteration 23Q (168148.640000 sec): 3 clusters
  Score: Raw -871475.994445 + Penalty 2907.444841 = -868568.549605
  nChanged 60
		SP:Iteration 24Q (168148.760000 sec): 3 clusters
  Score: Raw -871492.603701 + Penalty 2907.444841 = -868585.158860
  nChanged 55
		SP:Iteration 25Q (168148.870000 sec): 3 clusters
  Score: Raw -871509.488466 + Penalty 2907.444841 = -868602.043625
  nChanged 52
		SP:Iteration 26Q (168148.990000 sec): 3 clusters
  Score: Raw -871529.509954 + Penalty 2907.444841 = -868622.065114
  nChanged 64
		SP:Iteration 27Q (168149.110000 sec): 3 clusters
  Score: Raw -871552.498639 + Penalty 2907.444841 = -868645.053799
  nChanged 51
		SP:Iteration 28Q (168149.230000 sec): 3 clusters
  Score: Raw -871569.384165 + Penalty 2907.444841 = -868661.939324
  nChanged 41
		SP:Iteration 29Q (168149.350000 sec): 3 clusters
  Score: Raw -871580.799978 + Penalty 2907.444841 = -868673.355138
  nChanged 46
		SP:Iteration 30Q (168149.470000 sec): 3 clusters
  Score: Raw -871593.851540 + Penalty 2907.444841 = -868686.406699
  nChanged 41
		SP:Iteration 31Q (168149.590000 sec): 3 clusters
  Score: Raw -871605.212335 + Penalty 2907.444841 = -868697.767494
  nChanged 34
		SP:Iteration 32Q (168149.710000 sec): 3 clusters
  Score: Raw -871614.427270 + Penalty 2907.444841 = -868706.982429
  nChanged 34
		SP:Iteration 33Q (168149.830000 sec): 3 clusters
  Score: Raw -871622.326632 + Penalty 2907.444841 = -868714.881792
  nChanged 19
		SP:Iteration 34Q (168149.940000 sec): 3 clusters
  Score: Raw -871626.426949 + Penalty 2907.444841 = -868718.982109
  nChanged 17
		SP:Iteration 35Q (168150.060000 sec): 3 clusters
  Score: Raw -871629.886020 + Penalty 2907.444841 = -868722.441179
  nChanged 19
		SP:Iteration 36Q (168150.180000 sec): 3 clusters
  Score: Raw -871634.336414 + Penalty 2907.444841 = -868726.891574
  nChanged 19
		SP:Iteration 37Q (168150.300000 sec): 3 clusters
  Score: Raw -871639.070604 + Penalty 2907.444841 = -868731.625763
  nChanged 20
		SP:Iteration 38Q (168150.410000 sec): 3 clusters
  Score: Raw -871643.054795 + Penalty 2907.444841 = -868735.609955
  nChanged 15
		SP:Iteration 39Q (168150.530000 sec): 3 clusters
  Score: Raw -871646.069273 + Penalty 2907.444841 = -868738.624432
  nChanged 16
		SP:Iteration 40F (168150.650000 sec): 3 clusters
  Score: Raw -871649.419488 + Penalty 2907.444841 = -868741.974648
  nChanged 12
		SP:Iteration 41Q (168150.770000 sec): 3 clusters
  Score: Raw -871651.325935 + Penalty 2907.444841 = -868743.881094
  nChanged 16
		SP:Iteration 42Q (168150.890000 sec): 3 clusters
  Score: Raw -871654.360645 + Penalty 2907.444841 = -868746.915804
  nChanged 16
		SP:Iteration 43Q (168151.010000 sec): 3 clusters
  Score: Raw -871658.169534 + Penalty 2907.444841 = -868750.724693
  nChanged 15
		SP:Iteration 44Q (168151.130000 sec): 3 clusters
  Score: Raw -871660.784142 + Penalty 2907.444841 = -868753.339302
  nChanged 9
		SP:Iteration 45Q (168151.250000 sec): 3 clusters
  Score: Raw -871662.716520 + Penalty 2907.444841 = -868755.271679
  nChanged 12
		SP:Iteration 46Q (168151.360000 sec): 3 clusters
  Score: Raw -871664.200944 + Penalty 2907.444841 = -868756.756103
  nChanged 5
		SP:Iteration 47Q (168151.480000 sec): 3 clusters
  Score: Raw -871665.014709 + Penalty 2907.444841 = -868757.569868
  nChanged 7
		SP:Iteration 48Q (168151.600000 sec): 3 clusters
  Score: Raw -871665.992438 + Penalty 2907.444841 = -868758.547598
  nChanged 6
		SP:Iteration 49Q (168151.720000 sec): 3 clusters
  Score: Raw -871667.567173 + Penalty 2907.444841 = -868760.122332
  nChanged 6
		SP:Iteration 50Q (168151.830000 sec): 3 clusters
  Score: Raw -871668.292807 + Penalty 2907.444841 = -868760.847967
  nChanged 5
		SP:Iteration 51Q (168151.950000 sec): 3 clusters
  Score: Raw -871668.785234 + Penalty 2907.444841 = -868761.340393
  nChanged 2
		SP:Iteration 52Q (168152.070000 sec): 3 clusters
  Score: Raw -871669.057879 + Penalty 2907.444841 = -868761.613038
  nChanged 3
		SP:Iteration 53Q (168152.190000 sec): 3 clusters
  Score: Raw -871669.393920 + Penalty 2907.444841 = -868761.949080
  nChanged 2
		SP:Iteration 54Q (168152.310000 sec): 3 clusters
  Score: Raw -871669.656571 + Penalty 2907.444841 = -868762.211731
  nChanged 1
		SP:Iteration 55Q (168152.430000 sec): 3 clusters
  Score: Raw -871669.709699 + Penalty 2907.444841 = -868762.264859
  nChanged 0
		SP:Iteration 56F (168152.550000 sec): 3 clusters
  Score: Raw -871669.709699 + Penalty 2907.444841 = -868762.264859
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 13 (119869 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (168153.420000 sec): 2 clusters
  Score: Raw -14933079.730667 + Penalty 1900.300148 = -14931179.430519
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (168154.410000 sec): 3 clusters
  Score: Raw -14854383.471357 + Penalty 3800.600297 = -14850582.871060
  nChanged 57953
		SP:Iteration 1F (168155.410000 sec): 3 clusters
  Score: Raw -14888752.193970 + Penalty 3800.600297 = -14884951.593673
  nChanged 4651
		SP:Iteration 2Q (168156.420000 sec): 3 clusters
  Score: Raw -14890229.850376 + Penalty 3800.600297 = -14886429.250079
  nChanged 5655
		SP:Iteration 3Q (168157.440000 sec): 3 clusters
  Score: Raw -14892562.061352 + Penalty 3800.600297 = -14888761.461056
  nChanged 7158
		SP:Iteration 4F (168158.470000 sec): 3 clusters
  Score: Raw -14896505.464103 + Penalty 3800.600297 = -14892704.863807
  nChanged 9050
		SP:Iteration 5F (168159.480000 sec): 3 clusters
  Score: Raw -14902825.682823 + Penalty 3800.600297 = -14899025.082526
  nChanged 10203
		SP:Iteration 6F (168160.480000 sec): 3 clusters
  Score: Raw -14911318.880363 + Penalty 3800.600297 = -14907518.280066
  nChanged 9496
		SP:Iteration 7F (168161.460000 sec): 3 clusters
  Score: Raw -14920057.953663 + Penalty 3800.600297 = -14916257.353366
  nChanged 7105
		SP:Iteration 8F (168162.450000 sec): 3 clusters
  Score: Raw -14926803.507954 + Penalty 3800.600297 = -14923002.907657
  nChanged 4116
		SP:Iteration 9Q (168163.420000 sec): 3 clusters
  Score: Raw -14930630.999345 + Penalty 3800.600297 = -14926830.399048
  nChanged 1868
		SP:Iteration 10Q (168164.370000 sec): 3 clusters
  Score: Raw -14932296.667921 + Penalty 3800.600297 = -14928496.067625
  nChanged 679
		SP:Iteration 11Q (168165.290000 sec): 3 clusters
  Score: Raw -14932900.033771 + Penalty 3800.600297 = -14929099.433474
  nChanged 202
		SP:Iteration 12Q (168166.160000 sec): 3 clusters
  Score: Raw -14933100.525225 + Penalty 3800.600297 = -14929299.924929
  nChanged 75
		SP:Iteration 13Q (168167.060000 sec): 3 clusters
  Score: Raw -14933172.894639 + Penalty 3800.600297 = -14929372.294342
  nChanged 39
		SP:Iteration 14Q (168167.980000 sec): 3 clusters
  Score: Raw -14933219.267175 + Penalty 3800.600297 = -14929418.666878
  nChanged 28
		SP:Iteration 15Q (168168.860000 sec): 3 clusters
  Score: Raw -14933253.604126 + Penalty 3800.600297 = -14929453.003829
  nChanged 24
		SP:Iteration 16Q (168169.730000 sec): 3 clusters
  Score: Raw -14933279.965771 + Penalty 3800.600297 = -14929479.365475
  nChanged 13
		SP:Iteration 17Q (168170.590000 sec): 3 clusters
  Score: Raw -14933292.247304 + Penalty 3800.600297 = -14929491.647008
  nChanged 6
		SP:Iteration 18Q (168171.510000 sec): 3 clusters
  Score: Raw -14933297.913073 + Penalty 3800.600297 = -14929497.312777
  nChanged 6
		SP:Iteration 19Q (168172.440000 sec): 3 clusters
  Score: Raw -14933304.479987 + Penalty 3800.600297 = -14929503.879690
  nChanged 6
		SP:Iteration 20F (168173.430000 sec): 3 clusters
  Score: Raw -14933309.814736 + Penalty 3800.600297 = -14929509.214440
  nChanged 3
		SP:Iteration 21Q (168174.300000 sec): 3 clusters
  Score: Raw -14933310.840896 + Penalty 3800.600297 = -14929510.240600
  nChanged 1
		SP:Iteration 22Q (168175.160000 sec): 3 clusters
  Score: Raw -14933311.902737 + Penalty 3800.600297 = -14929511.302440
  nChanged 2
		SP:Iteration 23Q (168176.020000 sec): 3 clusters
  Score: Raw -14933313.904244 + Penalty 3800.600297 = -14929513.303948
  nChanged 2
		SP:Iteration 24Q (168176.880000 sec): 3 clusters
  Score: Raw -14933315.868250 + Penalty 3800.600297 = -14929515.267954
  nChanged 4
		SP:Iteration 25Q (168177.740000 sec): 3 clusters
  Score: Raw -14933319.402757 + Penalty 3800.600297 = -14929518.802460
  nChanged 3
		SP:Iteration 26Q (168178.600000 sec): 3 clusters
  Score: Raw -14933322.835735 + Penalty 3800.600297 = -14929522.235438
  nChanged 2
		SP:Iteration 27Q (168179.510000 sec): 3 clusters
  Score: Raw -14933324.481471 + Penalty 3800.600297 = -14929523.881174
  nChanged 4
		SP:Iteration 28Q (168180.400000 sec): 3 clusters
  Score: Raw -14933327.185579 + Penalty 3800.600297 = -14929526.585283
  nChanged 3
		SP:Iteration 29Q (168181.250000 sec): 3 clusters
  Score: Raw -14933331.414087 + Penalty 3800.600297 = -14929530.813790
  nChanged 3
		SP:Iteration 30Q (168182.120000 sec): 3 clusters
  Score: Raw -14933334.980853 + Penalty 3800.600297 = -14929534.380556
  nChanged 1
		SP:Iteration 31Q (168182.980000 sec): 3 clusters
  Score: Raw -14933336.873208 + Penalty 3800.600297 = -14929536.272911
  nChanged 1
		SP:Iteration 32Q (168183.840000 sec): 3 clusters
  Score: Raw -14933337.432795 + Penalty 3800.600297 = -14929536.832498
  nChanged 0
		SP:Iteration 33F (168184.820000 sec): 3 clusters
  Score: Raw -14933337.432795 + Penalty 3800.600297 = -14929536.832498
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 14 (7279 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (168184.930000 sec): 2 clusters
  Score: Raw -823938.274731 + Penalty 1445.071675 = -822493.203056
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (168185.070000 sec): 3 clusters
  Score: Raw -820012.713770 + Penalty 2890.143350 = -817122.570420
  nChanged 3021
		SP:Iteration 1F (168185.170000 sec): 3 clusters
  Score: Raw -821805.181015 + Penalty 2890.143350 = -818915.037665
  nChanged 580
		SP:Iteration 2F (168185.280000 sec): 3 clusters
  Score: Raw -822201.089482 + Penalty 2890.143350 = -819310.946132
  nChanged 486
		SP:Iteration 3F (168185.390000 sec): 3 clusters
  Score: Raw -822552.346164 + Penalty 2890.143350 = -819662.202814
  nChanged 459
		SP:Iteration 4F (168185.500000 sec): 3 clusters
  Score: Raw -822884.740944 + Penalty 2890.143350 = -819994.597594
  nChanged 395
		SP:Iteration 5F (168185.610000 sec): 3 clusters
  Score: Raw -823150.300308 + Penalty 2890.143350 = -820260.156958
  nChanged 358
		SP:Iteration 6Q (168185.710000 sec): 3 clusters
  Score: Raw -823374.666083 + Penalty 2890.143350 = -820484.522733
  nChanged 316
		SP:Iteration 7Q (168185.820000 sec): 3 clusters
  Score: Raw -823544.502396 + Penalty 2890.143350 = -820654.359046
  nChanged 245
		SP:Iteration 8Q (168185.930000 sec): 3 clusters
  Score: Raw -823678.930371 + Penalty 2890.143350 = -820788.787022
  nChanged 223
		SP:Iteration 9Q (168186.040000 sec): 3 clusters
  Score: Raw -823805.213438 + Penalty 2890.143350 = -820915.070088
  nChanged 211
		SP:Iteration 10Q (168186.150000 sec): 3 clusters
  Score: Raw -823950.883119 + Penalty 2890.143350 = -821060.739770
  nChanged 215
		SP:Iteration 11Q (168186.280000 sec): 3 clusters
  Score: Raw -824109.484629 + Penalty 2890.143350 = -821219.341279
  nChanged 183
		SP:Iteration 12Q (168186.390000 sec): 3 clusters
  Score: Raw -824222.324156 + Penalty 2890.143350 = -821332.180806
  nChanged 150
		SP:Iteration 13Q (168186.510000 sec): 3 clusters
  Score: Raw -824323.702351 + Penalty 2890.143350 = -821433.559001
  nChanged 138
		SP:Iteration 14Q (168186.630000 sec): 3 clusters
  Score: Raw -824401.360492 + Penalty 2890.143350 = -821511.217142
  nChanged 109
		SP:Iteration 15Q (168186.750000 sec): 3 clusters
  Score: Raw -824439.151114 + Penalty 2890.143350 = -821549.007764
  nChanged 78
		SP:Iteration 16Q (168186.870000 sec): 3 clusters
  Score: Raw -824467.616431 + Penalty 2890.143350 = -821577.473081
  nChanged 65
		SP:Iteration 17Q (168186.990000 sec): 3 clusters
  Score: Raw -824490.948708 + Penalty 2890.143350 = -821600.805358
  nChanged 58
		SP:Iteration 18Q (168187.110000 sec): 3 clusters
  Score: Raw -824511.098102 + Penalty 2890.143350 = -821620.954752
  nChanged 48
		SP:Iteration 19Q (168187.230000 sec): 3 clusters
  Score: Raw -824527.249818 + Penalty 2890.143350 = -821637.106468
  nChanged 48
		SP:Iteration 20F (168187.350000 sec): 3 clusters
  Score: Raw -824542.684778 + Penalty 2890.143350 = -821652.541428
  nChanged 53
		SP:Iteration 21Q (168187.470000 sec): 3 clusters
  Score: Raw -824564.676658 + Penalty 2890.143350 = -821674.533308
  nChanged 51
		SP:Iteration 22Q (168187.590000 sec): 3 clusters
  Score: Raw -824591.899460 + Penalty 2890.143350 = -821701.756110
  nChanged 58
		SP:Iteration 23Q (168187.700000 sec): 3 clusters
  Score: Raw -824635.016288 + Penalty 2890.143350 = -821744.872938
  nChanged 76
		SP:Iteration 24Q (168187.820000 sec): 3 clusters
  Score: Raw -824698.766123 + Penalty 2890.143350 = -821808.622773
  nChanged 72
		SP:Iteration 25Q (168187.940000 sec): 3 clusters
  Score: Raw -824742.553828 + Penalty 2890.143350 = -821852.410478
  nChanged 66
		SP:Iteration 26Q (168188.050000 sec): 3 clusters
  Score: Raw -824771.514493 + Penalty 2890.143350 = -821881.371143
  nChanged 57
		SP:Iteration 27Q (168188.170000 sec): 3 clusters
  Score: Raw -824795.707831 + Penalty 2890.143350 = -821905.564481
  nChanged 44
		SP:Iteration 28Q (168188.290000 sec): 3 clusters
  Score: Raw -824812.240104 + Penalty 2890.143350 = -821922.096754
  nChanged 35
		SP:Iteration 29Q (168188.410000 sec): 3 clusters
  Score: Raw -824822.935068 + Penalty 2890.143350 = -821932.791718
  nChanged 29
		SP:Iteration 30Q (168188.520000 sec): 3 clusters
  Score: Raw -824829.490872 + Penalty 2890.143350 = -821939.347522
  nChanged 19
		SP:Iteration 31Q (168188.640000 sec): 3 clusters
  Score: Raw -824833.919917 + Penalty 2890.143350 = -821943.776567
  nChanged 11
		SP:Iteration 32Q (168188.760000 sec): 3 clusters
  Score: Raw -824836.264449 + Penalty 2890.143350 = -821946.121099
  nChanged 5
		SP:Iteration 33Q (168188.870000 sec): 3 clusters
  Score: Raw -824837.242512 + Penalty 2890.143350 = -821947.099162
  nChanged 6
		SP:Iteration 34Q (168188.990000 sec): 3 clusters
  Score: Raw -824837.798160 + Penalty 2890.143350 = -821947.654810
  nChanged 3
		SP:Iteration 35Q (168189.110000 sec): 3 clusters
  Score: Raw -824838.199028 + Penalty 2890.143350 = -821948.055678
  nChanged 3
		SP:Iteration 36Q (168189.230000 sec): 3 clusters
  Score: Raw -824838.649383 + Penalty 2890.143350 = -821948.506033
  nChanged 2
		SP:Iteration 37Q (168189.340000 sec): 3 clusters
  Score: Raw -824838.948476 + Penalty 2890.143350 = -821948.805126
  nChanged 2
		SP:Iteration 38Q (168189.460000 sec): 3 clusters
  Score: Raw -824839.192563 + Penalty 2890.143350 = -821949.049213
  nChanged 1
		SP:Iteration 39Q (168189.580000 sec): 3 clusters
  Score: Raw -824839.286854 + Penalty 2890.143350 = -821949.143505
  nChanged 1
		SP:Iteration 40F (168189.700000 sec): 3 clusters
  Score: Raw -824839.420733 + Penalty 2890.143350 = -821949.277383
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 15 (6250 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (168189.790000 sec): 2 clusters
  Score: Raw -690861.301759 + Penalty 1420.304721 = -689440.997038
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (168189.910000 sec): 3 clusters
  Score: Raw -687601.491128 + Penalty 2840.609441 = -684760.881687
  nChanged 2648
		SP:Iteration 1F (168190.020000 sec): 3 clusters
  Score: Raw -689507.079277 + Penalty 2840.609441 = -686666.469836
  nChanged 615
		SP:Iteration 2F (168190.120000 sec): 3 clusters
  Score: Raw -690182.434415 + Penalty 2840.609441 = -687341.824973
  nChanged 538
		SP:Iteration 3F (168190.230000 sec): 3 clusters
  Score: Raw -690668.654934 + Penalty 2840.609441 = -687828.045493
  nChanged 421
		SP:Iteration 4F (168190.330000 sec): 3 clusters
  Score: Raw -691009.955832 + Penalty 2840.609441 = -688169.346390
  nChanged 330
		SP:Iteration 5F (168190.440000 sec): 3 clusters
  Score: Raw -691261.811216 + Penalty 2840.609441 = -688421.201774
  nChanged 254
		SP:Iteration 6Q (168190.550000 sec): 3 clusters
  Score: Raw -691418.124055 + Penalty 2840.609441 = -688577.514614
  nChanged 157
		SP:Iteration 7Q (168190.660000 sec): 3 clusters
  Score: Raw -691496.796448 + Penalty 2840.609441 = -688656.187006
  nChanged 122
		SP:Iteration 8Q (168190.760000 sec): 3 clusters
  Score: Raw -691551.371812 + Penalty 2840.609441 = -688710.762371
  nChanged 100
		SP:Iteration 9Q (168190.870000 sec): 3 clusters
  Score: Raw -691586.373262 + Penalty 2840.609441 = -688745.763821
  nChanged 67
		SP:Iteration 10Q (168190.970000 sec): 3 clusters
  Score: Raw -691610.590185 + Penalty 2840.609441 = -688769.980744
  nChanged 60
		SP:Iteration 11Q (168191.070000 sec): 3 clusters
  Score: Raw -691632.101612 + Penalty 2840.609441 = -688791.492170
  nChanged 48
		SP:Iteration 12Q (168191.180000 sec): 3 clusters
  Score: Raw -691646.255788 + Penalty 2840.609441 = -688805.646346
  nChanged 39
		SP:Iteration 13Q (168191.280000 sec): 3 clusters
  Score: Raw -691656.630874 + Penalty 2840.609441 = -688816.021433
  nChanged 26
		SP:Iteration 14Q (168191.380000 sec): 3 clusters
  Score: Raw -691663.336791 + Penalty 2840.609441 = -688822.727350
  nChanged 20
		SP:Iteration 15Q (168191.490000 sec): 3 clusters
  Score: Raw -691668.783667 + Penalty 2840.609441 = -688828.174225
  nChanged 17
		SP:Iteration 16Q (168191.590000 sec): 3 clusters
  Score: Raw -691673.050237 + Penalty 2840.609441 = -688832.440795
  nChanged 19
		SP:Iteration 17Q (168191.690000 sec): 3 clusters
  Score: Raw -691677.896737 + Penalty 2840.609441 = -688837.287295
  nChanged 24
		SP:Iteration 18Q (168191.810000 sec): 3 clusters
  Score: Raw -691684.251139 + Penalty 2840.609441 = -688843.641697
  nChanged 23
		SP:Iteration 19Q (168191.910000 sec): 3 clusters
  Score: Raw -691688.986915 + Penalty 2840.609441 = -688848.377474
  nChanged 20
		SP:Iteration 20F (168192.020000 sec): 3 clusters
  Score: Raw -691693.750901 + Penalty 2840.609441 = -688853.141460
  nChanged 18
		SP:Iteration 21Q (168192.120000 sec): 3 clusters
  Score: Raw -691698.634110 + Penalty 2840.609441 = -688858.024669
  nChanged 17
		SP:Iteration 22Q (168192.220000 sec): 3 clusters
  Score: Raw -691704.147797 + Penalty 2840.609441 = -688863.538355
  nChanged 25
		SP:Iteration 23Q (168192.330000 sec): 3 clusters
  Score: Raw -691712.105133 + Penalty 2840.609441 = -688871.495691
  nChanged 28
		SP:Iteration 24Q (168192.440000 sec): 3 clusters
  Score: Raw -691722.516731 + Penalty 2840.609441 = -688881.907290
  nChanged 33
		SP:Iteration 25Q (168192.540000 sec): 3 clusters
  Score: Raw -691732.695101 + Penalty 2840.609441 = -688892.085660
  nChanged 41
		SP:Iteration 26Q (168192.640000 sec): 3 clusters
  Score: Raw -691744.182827 + Penalty 2840.609441 = -688903.573386
  nChanged 37
		SP:Iteration 27Q (168192.750000 sec): 3 clusters
  Score: Raw -691755.166358 + Penalty 2840.609441 = -688914.556916
  nChanged 37
		SP:Iteration 28Q (168192.850000 sec): 3 clusters
  Score: Raw -691763.956750 + Penalty 2840.609441 = -688923.347308
  nChanged 22
		SP:Iteration 29Q (168192.950000 sec): 3 clusters
  Score: Raw -691771.955479 + Penalty 2840.609441 = -688931.346037
  nChanged 30
		SP:Iteration 30Q (168193.050000 sec): 3 clusters
  Score: Raw -691780.372073 + Penalty 2840.609441 = -688939.762632
  nChanged 28
		SP:Iteration 31Q (168193.160000 sec): 3 clusters
  Score: Raw -691787.995629 + Penalty 2840.609441 = -688947.386188
  nChanged 27
		SP:Iteration 32Q (168193.260000 sec): 3 clusters
  Score: Raw -691794.750340 + Penalty 2840.609441 = -688954.140898
  nChanged 22
		SP:Iteration 33Q (168193.360000 sec): 3 clusters
  Score: Raw -691801.154030 + Penalty 2840.609441 = -688960.544588
  nChanged 25
		SP:Iteration 34Q (168193.470000 sec): 3 clusters
  Score: Raw -691809.323611 + Penalty 2840.609441 = -688968.714170
  nChanged 27
		SP:Iteration 35Q (168193.570000 sec): 3 clusters
  Score: Raw -691819.008551 + Penalty 2840.609441 = -688978.399110
  nChanged 21
		SP:Iteration 36Q (168193.670000 sec): 3 clusters
  Score: Raw -691824.069054 + Penalty 2840.609441 = -688983.459613
  nChanged 25
		SP:Iteration 37Q (168193.770000 sec): 3 clusters
  Score: Raw -691829.577918 + Penalty 2840.609441 = -688988.968477
  nChanged 13
		SP:Iteration 38Q (168193.880000 sec): 3 clusters
  Score: Raw -691831.882225 + Penalty 2840.609441 = -688991.272783
  nChanged 12
		SP:Iteration 39Q (168193.980000 sec): 3 clusters
  Score: Raw -691834.332391 + Penalty 2840.609441 = -688993.722950
  nChanged 11
		SP:Iteration 40F (168194.090000 sec): 3 clusters
  Score: Raw -691836.884863 + Penalty 2840.609441 = -688996.275422
  nChanged 12
		SP:Iteration 41Q (168194.200000 sec): 3 clusters
  Score: Raw -691838.844033 + Penalty 2840.609441 = -688998.234591
  nChanged 12
		SP:Iteration 42Q (168194.310000 sec): 3 clusters
  Score: Raw -691841.160275 + Penalty 2840.609441 = -689000.550833
  nChanged 9
		SP:Iteration 43Q (168194.420000 sec): 3 clusters
  Score: Raw -691842.969495 + Penalty 2840.609441 = -689002.360053
  nChanged 13
		SP:Iteration 44Q (168194.520000 sec): 3 clusters
  Score: Raw -691845.688685 + Penalty 2840.609441 = -689005.079244
  nChanged 17
		SP:Iteration 45Q (168194.630000 sec): 3 clusters
  Score: Raw -691850.145829 + Penalty 2840.609441 = -689009.536388
  nChanged 16
		SP:Iteration 46Q (168194.730000 sec): 3 clusters
  Score: Raw -691855.435899 + Penalty 2840.609441 = -689014.826457
  nChanged 15
		SP:Iteration 47Q (168194.840000 sec): 3 clusters
  Score: Raw -691858.926918 + Penalty 2840.609441 = -689018.317477
  nChanged 20
		SP:Iteration 48Q (168194.940000 sec): 3 clusters
  Score: Raw -691863.494503 + Penalty 2840.609441 = -689022.885062
  nChanged 14
		SP:Iteration 49Q (168195.050000 sec): 3 clusters
  Score: Raw -691867.228092 + Penalty 2840.609441 = -689026.618651
  nChanged 17
		SP:Iteration 50Q (168195.150000 sec): 3 clusters
  Score: Raw -691871.043818 + Penalty 2840.609441 = -689030.434376
  nChanged 17
		SP:Iteration 51Q (168195.250000 sec): 3 clusters
  Score: Raw -691874.663035 + Penalty 2840.609441 = -689034.053594
  nChanged 14
		SP:Iteration 52Q (168195.350000 sec): 3 clusters
  Score: Raw -691877.386633 + Penalty 2840.609441 = -689036.777192
  nChanged 15
		SP:Iteration 53Q (168195.460000 sec): 3 clusters
  Score: Raw -691880.655054 + Penalty 2840.609441 = -689040.045613
  nChanged 18
		SP:Iteration 54Q (168195.560000 sec): 3 clusters
  Score: Raw -691884.890978 + Penalty 2840.609441 = -689044.281537
  nChanged 22
		SP:Iteration 55Q (168195.660000 sec): 3 clusters
  Score: Raw -691891.797431 + Penalty 2840.609441 = -689051.187990
  nChanged 32
		SP:Iteration 56Q (168195.760000 sec): 3 clusters
  Score: Raw -691901.880013 + Penalty 2840.609441 = -689061.270572
  nChanged 23
		SP:Iteration 57Q (168195.870000 sec): 3 clusters
  Score: Raw -691909.680304 + Penalty 2840.609441 = -689069.070862
  nChanged 20
		SP:Iteration 58Q (168195.970000 sec): 3 clusters
  Score: Raw -691917.581371 + Penalty 2840.609441 = -689076.971929
  nChanged 26
		SP:Iteration 59Q (168196.080000 sec): 3 clusters
  Score: Raw -691923.930844 + Penalty 2840.609441 = -689083.321403
  nChanged 18
		SP:Iteration 60F (168196.180000 sec): 3 clusters
  Score: Raw -691928.149206 + Penalty 2840.609441 = -689087.539764
  nChanged 13
		SP:Iteration 61Q (168196.290000 sec): 3 clusters
  Score: Raw -691931.817090 + Penalty 2840.609441 = -689091.207648
  nChanged 14
		SP:Iteration 62Q (168196.400000 sec): 3 clusters
  Score: Raw -691934.567693 + Penalty 2840.609441 = -689093.958252
  nChanged 12
		SP:Iteration 63Q (168196.500000 sec): 3 clusters
  Score: Raw -691936.694566 + Penalty 2840.609441 = -689096.085125
  nChanged 9
		SP:Iteration 64Q (168196.600000 sec): 3 clusters
  Score: Raw -691938.096770 + Penalty 2840.609441 = -689097.487329
  nChanged 7
		SP:Iteration 65Q (168196.700000 sec): 3 clusters
  Score: Raw -691939.567414 + Penalty 2840.609441 = -689098.957973
  nChanged 7
		SP:Iteration 66Q (168196.800000 sec): 3 clusters
  Score: Raw -691940.869986 + Penalty 2840.609441 = -689100.260545
  nChanged 7
		SP:Iteration 67Q (168196.910000 sec): 3 clusters
  Score: Raw -691942.392068 + Penalty 2840.609441 = -689101.782627
  nChanged 9
		SP:Iteration 68Q (168197.010000 sec): 3 clusters
  Score: Raw -691943.966149 + Penalty 2840.609441 = -689103.356708
  nChanged 8
		SP:Iteration 69Q (168197.110000 sec): 3 clusters
  Score: Raw -691945.523193 + Penalty 2840.609441 = -689104.913751
  nChanged 8
		SP:Iteration 70Q (168197.220000 sec): 3 clusters
  Score: Raw -691947.173070 + Penalty 2840.609441 = -689106.563628
  nChanged 11
		SP:Iteration 71Q (168197.320000 sec): 3 clusters
  Score: Raw -691950.270450 + Penalty 2840.609441 = -689109.661009
  nChanged 11
		SP:Iteration 72Q (168197.420000 sec): 3 clusters
  Score: Raw -691953.228442 + Penalty 2840.609441 = -689112.619000
  nChanged 10
		SP:Iteration 73Q (168197.520000 sec): 3 clusters
  Score: Raw -691954.954018 + Penalty 2840.609441 = -689114.344576
  nChanged 7
		SP:Iteration 74Q (168197.620000 sec): 3 clusters
  Score: Raw -691956.393838 + Penalty 2840.609441 = -689115.784397
  nChanged 14
		SP:Iteration 75Q (168197.730000 sec): 3 clusters
  Score: Raw -691959.748906 + Penalty 2840.609441 = -689119.139465
  nChanged 15
		SP:Iteration 76Q (168197.830000 sec): 3 clusters
  Score: Raw -691963.430915 + Penalty 2840.609441 = -689122.821474
  nChanged 17
		SP:Iteration 77Q (168197.940000 sec): 3 clusters
  Score: Raw -691966.688598 + Penalty 2840.609441 = -689126.079157
  nChanged 8
		SP:Iteration 78Q (168198.040000 sec): 3 clusters
  Score: Raw -691968.392120 + Penalty 2840.609441 = -689127.782679
  nChanged 7
		SP:Iteration 79Q (168198.150000 sec): 3 clusters
  Score: Raw -691969.465402 + Penalty 2840.609441 = -689128.855961
  nChanged 6
		SP:Iteration 80F (168198.250000 sec): 3 clusters
  Score: Raw -691970.452349 + Penalty 2840.609441 = -689129.842908
  nChanged 2
		SP:Iteration 81Q (168198.360000 sec): 3 clusters
  Score: Raw -691970.937515 + Penalty 2840.609441 = -689130.328074
  nChanged 1
		SP:Iteration 82Q (168198.460000 sec): 3 clusters
  Score: Raw -691971.021177 + Penalty 2840.609441 = -689130.411735
  nChanged 0
		SP:Iteration 83F (168198.560000 sec): 3 clusters
  Score: Raw -691971.021177 + Penalty 2840.609441 = -689130.411735
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 16 (5460 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (168198.640000 sec): 2 clusters
  Score: Raw -685338.738907 + Penalty 1398.345661 = -683940.393246
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (168198.750000 sec): 3 clusters
  Score: Raw -682478.023732 + Penalty 2796.691322 = -679681.332409
  nChanged 2225
		SP:Iteration 1F (168198.840000 sec): 3 clusters
  Score: Raw -683735.834933 + Penalty 2796.691322 = -680939.143611
  nChanged 379
		SP:Iteration 2F (168198.940000 sec): 3 clusters
  Score: Raw -683940.444903 + Penalty 2796.691322 = -681143.753580
  nChanged 289
		SP:Iteration 3F (168199.030000 sec): 3 clusters
  Score: Raw -684086.148736 + Penalty 2796.691322 = -681289.457413
  nChanged 228
		SP:Iteration 4Q (168199.120000 sec): 3 clusters
  Score: Raw -684186.271531 + Penalty 2796.691322 = -681389.580209
  nChanged 181
		SP:Iteration 5Q (168199.220000 sec): 3 clusters
  Score: Raw -684265.784572 + Penalty 2796.691322 = -681469.093249
  nChanged 175
		SP:Iteration 6Q (168199.310000 sec): 3 clusters
  Score: Raw -684341.747063 + Penalty 2796.691322 = -681545.055741
  nChanged 159
		SP:Iteration 7Q (168199.400000 sec): 3 clusters
  Score: Raw -684410.862584 + Penalty 2796.691322 = -681614.171262
  nChanged 180
		SP:Iteration 8Q (168199.500000 sec): 3 clusters
  Score: Raw -684496.314342 + Penalty 2796.691322 = -681699.623020
  nChanged 176
		SP:Iteration 9Q (168199.590000 sec): 3 clusters
  Score: Raw -684589.493769 + Penalty 2796.691322 = -681792.802447
  nChanged 203
		SP:Iteration 10Q (168199.680000 sec): 3 clusters
  Score: Raw -684697.972199 + Penalty 2796.691322 = -681901.280877
  nChanged 217
		SP:Iteration 11Q (168199.780000 sec): 3 clusters
  Score: Raw -684819.087056 + Penalty 2796.691322 = -682022.395733
  nChanged 227
		SP:Iteration 12Q (168199.870000 sec): 3 clusters
  Score: Raw -684959.260206 + Penalty 2796.691322 = -682162.568884
  nChanged 191
		SP:Iteration 13Q (168199.960000 sec): 3 clusters
  Score: Raw -685075.869266 + Penalty 2796.691322 = -682279.177944
  nChanged 175
		SP:Iteration 14Q (168200.060000 sec): 3 clusters
  Score: Raw -685188.080793 + Penalty 2796.691322 = -682391.389470
  nChanged 134
		SP:Iteration 15Q (168200.150000 sec): 3 clusters
  Score: Raw -685265.426373 + Penalty 2796.691322 = -682468.735050
  nChanged 97
		SP:Iteration 16Q (168200.240000 sec): 3 clusters
  Score: Raw -685325.606436 + Penalty 2796.691322 = -682528.915113
  nChanged 74
		SP:Iteration 17Q (168200.340000 sec): 3 clusters
  Score: Raw -685371.291904 + Penalty 2796.691322 = -682574.600581
  nChanged 64
		SP:Iteration 18Q (168200.430000 sec): 3 clusters
  Score: Raw -685408.122946 + Penalty 2796.691322 = -682611.431624
  nChanged 50
		SP:Iteration 19Q (168200.520000 sec): 3 clusters
  Score: Raw -685433.732003 + Penalty 2796.691322 = -682637.040680
  nChanged 39
		SP:Iteration 20F (168200.610000 sec): 3 clusters
  Score: Raw -685455.484874 + Penalty 2796.691322 = -682658.793552
  nChanged 37
		SP:Iteration 21Q (168200.700000 sec): 3 clusters
  Score: Raw -685480.502305 + Penalty 2796.691322 = -682683.810983
  nChanged 24
		SP:Iteration 22Q (168200.800000 sec): 3 clusters
  Score: Raw -685494.575261 + Penalty 2796.691322 = -682697.883939
  nChanged 17
		SP:Iteration 23Q (168200.890000 sec): 3 clusters
  Score: Raw -685506.591627 + Penalty 2796.691322 = -682709.900305
  nChanged 23
		SP:Iteration 24Q (168200.980000 sec): 3 clusters
  Score: Raw -685524.691281 + Penalty 2796.691322 = -682727.999959
  nChanged 18
		SP:Iteration 25Q (168201.070000 sec): 3 clusters
  Score: Raw -685541.123015 + Penalty 2796.691322 = -682744.431693
  nChanged 12
		SP:Iteration 26Q (168201.160000 sec): 3 clusters
  Score: Raw -685549.769126 + Penalty 2796.691322 = -682753.077803
  nChanged 14
		SP:Iteration 27Q (168201.260000 sec): 3 clusters
  Score: Raw -685558.851880 + Penalty 2796.691322 = -682762.160557
  nChanged 9
		SP:Iteration 28Q (168201.350000 sec): 3 clusters
  Score: Raw -685564.921308 + Penalty 2796.691322 = -682768.229986
  nChanged 6
		SP:Iteration 29Q (168201.440000 sec): 3 clusters
  Score: Raw -685568.563652 + Penalty 2796.691322 = -682771.872329
  nChanged 2
		SP:Iteration 30Q (168201.530000 sec): 3 clusters
  Score: Raw -685570.070696 + Penalty 2796.691322 = -682773.379373
  nChanged 1
		SP:Iteration 31Q (168201.620000 sec): 3 clusters
  Score: Raw -685570.199794 + Penalty 2796.691322 = -682773.508472
  nChanged 0
		SP:Iteration 32F (168201.720000 sec): 3 clusters
  Score: Raw -685570.199794 + Penalty 2796.691322 = -682773.508472
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 17 (332 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (168201.770000 sec): 2 clusters
  Score: Raw -31439.996912 + Penalty 943.334432 = -30496.662479
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (168201.780000 sec): 3 clusters
  Score: Raw -31528.015719 + Penalty 1886.668865 = -29641.346854
  nChanged 87
		SP:Iteration 1F (168201.790000 sec): 3 clusters
  Score: Raw -31893.029035 + Penalty 1886.668865 = -30006.360170
  nChanged 44
		SP:Iteration 2F (168201.790000 sec): 3 clusters
  Score: Raw -32205.690042 + Penalty 1886.668865 = -30319.021177
  nChanged 20
		SP:Iteration 3F (168201.800000 sec): 3 clusters
  Score: Raw -32432.089487 + Penalty 1886.668865 = -30545.420622
  nChanged 13
		SP:Iteration 4Q (168201.810000 sec): 3 clusters
  Score: Raw -32527.907077 + Penalty 1886.668865 = -30641.238212
  nChanged 5
		SP:Iteration 5Q (168201.820000 sec): 3 clusters
  Score: Raw -32543.354606 + Penalty 1886.668865 = -30656.685741
  nChanged 1
		SP:Iteration 6Q (168201.830000 sec): 3 clusters
  Score: Raw -32546.784997 + Penalty 1886.668865 = -30660.116132
  nChanged 0
		SP:Iteration 7F (168201.840000 sec): 3 clusters
  Score: Raw -32546.784997 + Penalty 1886.668865 = -30660.116132
  nChanged 0
  Score: Raw -119136897.630718 + Penalty 261042.553804 = -118875855.076914

Splitting cluster 17 changes total score from -118876982.188910 to -118875855.076914

 So it's not getting split.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 18 (10070 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (168620.690000 sec): 2 clusters
  Score: Raw -1311437.472499 + Penalty 1497.813848 = -1309939.658651
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (168620.880000 sec): 3 clusters
  Score: Raw -1305688.262205 + Penalty 2995.627695 = -1302692.634510
  nChanged 4330
		SP:Iteration 1F (168621.020000 sec): 3 clusters
  Score: Raw -1308010.647610 + Penalty 2995.627695 = -1305015.019914
  nChanged 551
		SP:Iteration 2F (168621.180000 sec): 3 clusters
  Score: Raw -1308243.668490 + Penalty 2995.627695 = -1305248.040795
  nChanged 463
		SP:Iteration 3Q (168621.360000 sec): 3 clusters
  Score: Raw -1308436.453292 + Penalty 2995.627695 = -1305440.825597
  nChanged 434
		SP:Iteration 4Q (168621.510000 sec): 3 clusters
  Score: Raw -1308628.417293 + Penalty 2995.627695 = -1305632.789598
  nChanged 431
		SP:Iteration 5Q (168621.670000 sec): 3 clusters
  Score: Raw -1308845.812910 + Penalty 2995.627695 = -1305850.185215
  nChanged 440
		SP:Iteration 6Q (168621.830000 sec): 3 clusters
  Score: Raw -1309081.246468 + Penalty 2995.627695 = -1306085.618772
  nChanged 457
		SP:Iteration 7Q (168621.970000 sec): 3 clusters
  Score: Raw -1309349.078132 + Penalty 2995.627695 = -1306353.450436
  nChanged 475
		SP:Iteration 8Q (168622.140000 sec): 3 clusters
  Score: Raw -1309668.231396 + Penalty 2995.627695 = -1306672.603700
  nChanged 489
		SP:Iteration 9Q (168622.300000 sec): 3 clusters
  Score: Raw -1310021.100047 + Penalty 2995.627695 = -1307025.472351
  nChanged 496
		SP:Iteration 10Q (168622.430000 sec): 3 clusters
  Score: Raw -1310443.379561 + Penalty 2995.627695 = -1307447.751866
  nChanged 431
		SP:Iteration 11Q (168622.590000 sec): 3 clusters
  Score: Raw -1310815.076692 + Penalty 2995.627695 = -1307819.448997
  nChanged 334
		SP:Iteration 12Q (168622.750000 sec): 3 clusters
  Score: Raw -1311114.446640 + Penalty 2995.627695 = -1308118.818945
  nChanged 217
		SP:Iteration 13Q (168622.880000 sec): 3 clusters
  Score: Raw -1311303.632583 + Penalty 2995.627695 = -1308308.004888
  nChanged 125
		SP:Iteration 14Q (168623.020000 sec): 3 clusters
  Score: Raw -1311431.345382 + Penalty 2995.627695 = -1308435.717687
  nChanged 62
		SP:Iteration 15Q (168623.190000 sec): 3 clusters
  Score: Raw -1311492.811031 + Penalty 2995.627695 = -1308497.183336
  nChanged 33
		SP:Iteration 16Q (168623.330000 sec): 3 clusters
  Score: Raw -1311523.143462 + Penalty 2995.627695 = -1308527.515766
  nChanged 18
		SP:Iteration 17Q (168623.470000 sec): 3 clusters
  Score: Raw -1311545.276458 + Penalty 2995.627695 = -1308549.648763
  nChanged 9
		SP:Iteration 18Q (168623.620000 sec): 3 clusters
  Score: Raw -1311554.873715 + Penalty 2995.627695 = -1308559.246020
  nChanged 7
		SP:Iteration 19Q (168623.790000 sec): 3 clusters
  Score: Raw -1311562.307053 + Penalty 2995.627695 = -1308566.679358
  nChanged 4
		SP:Iteration 20F (168623.950000 sec): 3 clusters
  Score: Raw -1311566.098434 + Penalty 2995.627695 = -1308570.470739
  nChanged 2
		SP:Iteration 21Q (168624.080000 sec): 3 clusters
  Score: Raw -1311568.769443 + Penalty 2995.627695 = -1308573.141748
  nChanged 3
		SP:Iteration 22Q (168624.240000 sec): 3 clusters
  Score: Raw -1311571.713851 + Penalty 2995.627695 = -1308576.086156
  nChanged 4
		SP:Iteration 23Q (168624.390000 sec): 3 clusters
  Score: Raw -1311576.402404 + Penalty 2995.627695 = -1308580.774709
  nChanged 4
		SP:Iteration 24Q (168624.510000 sec): 3 clusters
  Score: Raw -1311580.024236 + Penalty 2995.627695 = -1308584.396541
  nChanged 6
		SP:Iteration 25Q (168624.650000 sec): 3 clusters
  Score: Raw -1311586.426368 + Penalty 2995.627695 = -1308590.798673
  nChanged 7
		SP:Iteration 26Q (168624.820000 sec): 3 clusters
  Score: Raw -1311594.513609 + Penalty 2995.627695 = -1308598.885913
  nChanged 3
		SP:Iteration 27Q (168624.970000 sec): 3 clusters
  Score: Raw -1311599.960044 + Penalty 2995.627695 = -1308604.332349
  nChanged 7
		SP:Iteration 28Q (168625.090000 sec): 3 clusters
  Score: Raw -1311610.659806 + Penalty 2995.627695 = -1308615.032111
  nChanged 9
		SP:Iteration 29Q (168625.230000 sec): 3 clusters
  Score: Raw -1311620.459657 + Penalty 2995.627695 = -1308624.831962
  nChanged 9
		SP:Iteration 30Q (168625.400000 sec): 3 clusters
  Score: Raw -1311632.275830 + Penalty 2995.627695 = -1308636.648134
  nChanged 5
		SP:Iteration 31Q (168625.550000 sec): 3 clusters
  Score: Raw -1311638.942349 + Penalty 2995.627695 = -1308643.314654
  nChanged 6
		SP:Iteration 32Q (168625.670000 sec): 3 clusters
  Score: Raw -1311645.609223 + Penalty 2995.627695 = -1308649.981527
  nChanged 3
		SP:Iteration 33Q (168625.800000 sec): 3 clusters
  Score: Raw -1311651.830683 + Penalty 2995.627695 = -1308656.202988
  nChanged 3
		SP:Iteration 34Q (168625.970000 sec): 3 clusters
  Score: Raw -1311657.262421 + Penalty 2995.627695 = -1308661.634726
  nChanged 2
		SP:Iteration 35Q (168626.130000 sec): 3 clusters
  Score: Raw -1311660.942159 + Penalty 2995.627695 = -1308665.314463
  nChanged 1
		SP:Iteration 36Q (168626.270000 sec): 3 clusters
  Score: Raw -1311661.945058 + Penalty 2995.627695 = -1308666.317363
  nChanged 2
		SP:Iteration 37Q (168626.410000 sec): 3 clusters
  Score: Raw -1311664.247306 + Penalty 2995.627695 = -1308668.619610
  nChanged 1
		SP:Iteration 38Q (168626.570000 sec): 3 clusters
  Score: Raw -1311664.749571 + Penalty 2995.627695 = -1308669.121875
  nChanged 0
		SP:Iteration 39F (168626.730000 sec): 3 clusters
  Score: Raw -1311664.749571 + Penalty 2995.627695 = -1308669.121875
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 19 (5282 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (168626.820000 sec): 2 clusters
  Score: Raw -625391.756571 + Penalty 1392.959765 = -623998.796806
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (168626.940000 sec): 3 clusters
  Score: Raw -622726.447980 + Penalty 2785.919530 = -619940.528450
  nChanged 2130
		SP:Iteration 1F (168627.040000 sec): 3 clusters
  Score: Raw -623974.146683 + Penalty 2785.919530 = -621188.227153
  nChanged 365
		SP:Iteration 2F (168627.130000 sec): 3 clusters
  Score: Raw -624192.595741 + Penalty 2785.919530 = -621406.676211
  nChanged 293
		SP:Iteration 3F (168627.220000 sec): 3 clusters
  Score: Raw -624368.280913 + Penalty 2785.919530 = -621582.361383
  nChanged 250
		SP:Iteration 4Q (168627.310000 sec): 3 clusters
  Score: Raw -624521.438575 + Penalty 2785.919530 = -621735.519045
  nChanged 223
		SP:Iteration 5Q (168627.400000 sec): 3 clusters
  Score: Raw -624651.424671 + Penalty 2785.919530 = -621865.505141
  nChanged 219
		SP:Iteration 6Q (168627.490000 sec): 3 clusters
  Score: Raw -624785.969352 + Penalty 2785.919530 = -622000.049822
  nChanged 194
		SP:Iteration 7Q (168627.580000 sec): 3 clusters
  Score: Raw -624917.403480 + Penalty 2785.919530 = -622131.483950
  nChanged 194
		SP:Iteration 8Q (168627.680000 sec): 3 clusters
  Score: Raw -625037.451484 + Penalty 2785.919530 = -622251.531953
  nChanged 189
		SP:Iteration 9Q (168627.770000 sec): 3 clusters
  Score: Raw -625149.345118 + Penalty 2785.919530 = -622363.425588
  nChanged 178
		SP:Iteration 10Q (168627.860000 sec): 3 clusters
  Score: Raw -625264.231955 + Penalty 2785.919530 = -622478.312425
  nChanged 156
		SP:Iteration 11Q (168627.950000 sec): 3 clusters
  Score: Raw -625370.215519 + Penalty 2785.919530 = -622584.295989
  nChanged 133
		SP:Iteration 12Q (168628.040000 sec): 3 clusters
  Score: Raw -625463.054053 + Penalty 2785.919530 = -622677.134522
  nChanged 118
		SP:Iteration 13Q (168628.130000 sec): 3 clusters
  Score: Raw -625547.236416 + Penalty 2785.919530 = -622761.316886
  nChanged 109
		SP:Iteration 14Q (168628.220000 sec): 3 clusters
  Score: Raw -625620.737139 + Penalty 2785.919530 = -622834.817609
  nChanged 93
		SP:Iteration 15Q (168628.310000 sec): 3 clusters
  Score: Raw -625666.495799 + Penalty 2785.919530 = -622880.576269
  nChanged 56
		SP:Iteration 16Q (168628.400000 sec): 3 clusters
  Score: Raw -625688.835304 + Penalty 2785.919530 = -622902.915774
  nChanged 44
		SP:Iteration 17Q (168628.490000 sec): 3 clusters
  Score: Raw -625702.047525 + Penalty 2785.919530 = -622916.127995
  nChanged 35
		SP:Iteration 18Q (168628.580000 sec): 3 clusters
  Score: Raw -625709.499438 + Penalty 2785.919530 = -622923.579907
  nChanged 21
		SP:Iteration 19Q (168628.670000 sec): 3 clusters
  Score: Raw -625716.081457 + Penalty 2785.919530 = -622930.161927
  nChanged 19
		SP:Iteration 20F (168628.760000 sec): 3 clusters
  Score: Raw -625722.696718 + Penalty 2785.919530 = -622936.777188
  nChanged 21
		SP:Iteration 21Q (168628.850000 sec): 3 clusters
  Score: Raw -625729.532051 + Penalty 2785.919530 = -622943.612520
  nChanged 17
		SP:Iteration 22Q (168628.940000 sec): 3 clusters
  Score: Raw -625734.295386 + Penalty 2785.919530 = -622948.375856
  nChanged 17
		SP:Iteration 23Q (168629.030000 sec): 3 clusters
  Score: Raw -625739.028699 + Penalty 2785.919530 = -622953.109169
  nChanged 13
		SP:Iteration 24Q (168629.120000 sec): 3 clusters
  Score: Raw -625742.485658 + Penalty 2785.919530 = -622956.566128
  nChanged 16
		SP:Iteration 25Q (168629.200000 sec): 3 clusters
  Score: Raw -625745.704016 + Penalty 2785.919530 = -622959.784486
  nChanged 7
		SP:Iteration 26Q (168629.300000 sec): 3 clusters
  Score: Raw -625746.869402 + Penalty 2785.919530 = -622960.949872
  nChanged 4
		SP:Iteration 27Q (168629.380000 sec): 3 clusters
  Score: Raw -625747.707395 + Penalty 2785.919530 = -622961.787865
  nChanged 2
		SP:Iteration 28Q (168629.470000 sec): 3 clusters
  Score: Raw -625748.184246 + Penalty 2785.919530 = -622962.264715
  nChanged 3
		SP:Iteration 29Q (168629.560000 sec): 3 clusters
  Score: Raw -625748.871108 + Penalty 2785.919530 = -622962.951577
  nChanged 3
		SP:Iteration 30Q (168629.650000 sec): 3 clusters
  Score: Raw -625749.386242 + Penalty 2785.919530 = -622963.466712
  nChanged 4
		SP:Iteration 31Q (168629.740000 sec): 3 clusters
  Score: Raw -625750.020359 + Penalty 2785.919530 = -622964.100829
  nChanged 1
		SP:Iteration 32Q (168629.830000 sec): 3 clusters
  Score: Raw -625750.141065 + Penalty 2785.919530 = -622964.221535
  nChanged 0
		SP:Iteration 33F (168629.920000 sec): 3 clusters
  Score: Raw -625750.141065 + Penalty 2785.919530 = -622964.221535
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 20 (5944 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (168630.000000 sec): 2 clusters
  Score: Raw -635058.430987 + Penalty 1412.147358 = -633646.283630
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (168630.110000 sec): 3 clusters
  Score: Raw -631954.224710 + Penalty 2824.294716 = -629129.929994
  nChanged 2467
		SP:Iteration 1F (168630.210000 sec): 3 clusters
  Score: Raw -633802.446979 + Penalty 2824.294716 = -630978.152264
  nChanged 633
		SP:Iteration 2F (168630.310000 sec): 3 clusters
  Score: Raw -634575.172474 + Penalty 2824.294716 = -631750.877759
  nChanged 530
		SP:Iteration 3F (168630.400000 sec): 3 clusters
  Score: Raw -635148.587937 + Penalty 2824.294716 = -632324.293222
  nChanged 415
		SP:Iteration 4F (168630.500000 sec): 3 clusters
  Score: Raw -635520.937119 + Penalty 2824.294716 = -632696.642403
  nChanged 329
		SP:Iteration 5F (168630.600000 sec): 3 clusters
  Score: Raw -635820.511934 + Penalty 2824.294716 = -632996.217218
  nChanged 244
		SP:Iteration 6Q (168630.700000 sec): 3 clusters
  Score: Raw -636016.321583 + Penalty 2824.294716 = -633192.026867
  nChanged 192
		SP:Iteration 7Q (168630.790000 sec): 3 clusters
  Score: Raw -636115.936424 + Penalty 2824.294716 = -633291.641708
  nChanged 107
		SP:Iteration 8Q (168630.880000 sec): 3 clusters
  Score: Raw -636158.959778 + Penalty 2824.294716 = -633334.665062
  nChanged 80
		SP:Iteration 9Q (168630.980000 sec): 3 clusters
  Score: Raw -636188.884325 + Penalty 2824.294716 = -633364.589609
  nChanged 57
		SP:Iteration 10Q (168631.070000 sec): 3 clusters
  Score: Raw -636209.303709 + Penalty 2824.294716 = -633385.008994
  nChanged 47
		SP:Iteration 11Q (168631.170000 sec): 3 clusters
  Score: Raw -636221.546503 + Penalty 2824.294716 = -633397.251787
  nChanged 34
		SP:Iteration 12Q (168631.260000 sec): 3 clusters
  Score: Raw -636228.108539 + Penalty 2824.294716 = -633403.813823
  nChanged 27
		SP:Iteration 13Q (168631.360000 sec): 3 clusters
  Score: Raw -636233.599304 + Penalty 2824.294716 = -633409.304589
  nChanged 14
		SP:Iteration 14Q (168631.450000 sec): 3 clusters
  Score: Raw -636235.704450 + Penalty 2824.294716 = -633411.409735
  nChanged 6
		SP:Iteration 15Q (168631.550000 sec): 3 clusters
  Score: Raw -636236.418609 + Penalty 2824.294716 = -633412.123894
  nChanged 4
		SP:Iteration 16Q (168631.640000 sec): 3 clusters
  Score: Raw -636236.836012 + Penalty 2824.294716 = -633412.541296
  nChanged 3
		SP:Iteration 17Q (168631.740000 sec): 3 clusters
  Score: Raw -636237.100804 + Penalty 2824.294716 = -633412.806088
  nChanged 3
		SP:Iteration 18Q (168631.840000 sec): 3 clusters
  Score: Raw -636237.620419 + Penalty 2824.294716 = -633413.325704
  nChanged 1
		SP:Iteration 19Q (168631.930000 sec): 3 clusters
  Score: Raw -636237.794574 + Penalty 2824.294716 = -633413.499858
  nChanged 1
		SP:Iteration 20F (168632.030000 sec): 3 clusters
  Score: Raw -636238.220202 + Penalty 2824.294716 = -633413.925486
  nChanged 3
		SP:Iteration 21Q (168632.130000 sec): 3 clusters
  Score: Raw -636238.631341 + Penalty 2824.294716 = -633414.336626
  nChanged 6
		SP:Iteration 22Q (168632.220000 sec): 3 clusters
  Score: Raw -636239.748457 + Penalty 2824.294716 = -633415.453741
  nChanged 5
		SP:Iteration 23Q (168632.320000 sec): 3 clusters
  Score: Raw -636240.503637 + Penalty 2824.294716 = -633416.208922
  nChanged 4
		SP:Iteration 24Q (168632.420000 sec): 3 clusters
  Score: Raw -636240.830135 + Penalty 2824.294716 = -633416.535420
  nChanged 1
		SP:Iteration 25Q (168632.510000 sec): 3 clusters
  Score: Raw -636241.074374 + Penalty 2824.294716 = -633416.779658
  nChanged 0
		SP:Iteration 26F (168632.610000 sec): 3 clusters
  Score: Raw -636241.074374 + Penalty 2824.294716 = -633416.779658
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 21 (11007 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (168632.740000 sec): 2 clusters
  Score: Raw -1288648.240806 + Penalty 1512.271591 = -1287135.969216
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (168632.900000 sec): 3 clusters
  Score: Raw -1282384.048367 + Penalty 3024.543182 = -1279359.505185
  nChanged 4816
		SP:Iteration 1F (168633.050000 sec): 3 clusters
  Score: Raw -1285091.242951 + Penalty 3024.543182 = -1282066.699769
  nChanged 781
		SP:Iteration 2F (168633.200000 sec): 3 clusters
  Score: Raw -1285519.641746 + Penalty 3024.543182 = -1282495.098564
  nChanged 728
		SP:Iteration 3F (168633.380000 sec): 3 clusters
  Score: Raw -1285984.238999 + Penalty 3024.543182 = -1282959.695817
  nChanged 770
		SP:Iteration 4F (168633.530000 sec): 3 clusters
  Score: Raw -1286533.608452 + Penalty 3024.543182 = -1283509.065270
  nChanged 731
		SP:Iteration 5F (168633.690000 sec): 3 clusters
  Score: Raw -1287042.131791 + Penalty 3024.543182 = -1284017.588609
  nChanged 544
		SP:Iteration 6Q (168633.840000 sec): 3 clusters
  Score: Raw -1287376.247632 + Penalty 3024.543182 = -1284351.704450
  nChanged 430
		SP:Iteration 7Q (168634.000000 sec): 3 clusters
  Score: Raw -1287665.352094 + Penalty 3024.543182 = -1284640.808913
  nChanged 349
		SP:Iteration 8Q (168634.180000 sec): 3 clusters
  Score: Raw -1287918.442922 + Penalty 3024.543182 = -1284893.899740
  nChanged 276
		SP:Iteration 9Q (168634.330000 sec): 3 clusters
  Score: Raw -1288126.239197 + Penalty 3024.543182 = -1285101.696015
  nChanged 194
		SP:Iteration 10Q (168634.490000 sec): 3 clusters
  Score: Raw -1288265.550914 + Penalty 3024.543182 = -1285241.007733
  nChanged 167
		SP:Iteration 11Q (168634.630000 sec): 3 clusters
  Score: Raw -1288406.608241 + Penalty 3024.543182 = -1285382.065060
  nChanged 133
		SP:Iteration 12Q (168634.780000 sec): 3 clusters
  Score: Raw -1288509.805855 + Penalty 3024.543182 = -1285485.262674
  nChanged 108
		SP:Iteration 13Q (168634.950000 sec): 3 clusters
  Score: Raw -1288600.693847 + Penalty 3024.543182 = -1285576.150665
  nChanged 105
		SP:Iteration 14Q (168635.090000 sec): 3 clusters
  Score: Raw -1288702.709686 + Penalty 3024.543182 = -1285678.166504
  nChanged 106
		SP:Iteration 15Q (168635.240000 sec): 3 clusters
  Score: Raw -1288795.564056 + Penalty 3024.543182 = -1285771.020874
  nChanged 66
		SP:Iteration 16Q (168635.410000 sec): 3 clusters
  Score: Raw -1288829.873016 + Penalty 3024.543182 = -1285805.329834
  nChanged 40
		SP:Iteration 17Q (168635.540000 sec): 3 clusters
  Score: Raw -1288853.195123 + Penalty 3024.543182 = -1285828.651941
  nChanged 34
		SP:Iteration 18Q (168635.700000 sec): 3 clusters
  Score: Raw -1288871.412625 + Penalty 3024.543182 = -1285846.869444
  nChanged 37
		SP:Iteration 19Q (168635.850000 sec): 3 clusters
  Score: Raw -1288891.924055 + Penalty 3024.543182 = -1285867.380874
  nChanged 29
		SP:Iteration 20F (168636.000000 sec): 3 clusters
  Score: Raw -1288904.908695 + Penalty 3024.543182 = -1285880.365513
  nChanged 19
		SP:Iteration 21Q (168636.170000 sec): 3 clusters
  Score: Raw -1288913.121305 + Penalty 3024.543182 = -1285888.578124
  nChanged 20
		SP:Iteration 22Q (168636.310000 sec): 3 clusters
  Score: Raw -1288920.802341 + Penalty 3024.543182 = -1285896.259159
  nChanged 19
		SP:Iteration 23Q (168636.450000 sec): 3 clusters
  Score: Raw -1288928.336528 + Penalty 3024.543182 = -1285903.793346
  nChanged 19
		SP:Iteration 24Q (168636.620000 sec): 3 clusters
  Score: Raw -1288936.472788 + Penalty 3024.543182 = -1285911.929606
  nChanged 14
		SP:Iteration 25Q (168636.770000 sec): 3 clusters
  Score: Raw -1288942.232416 + Penalty 3024.543182 = -1285917.689235
  nChanged 9
		SP:Iteration 26Q (168636.910000 sec): 3 clusters
  Score: Raw -1288945.101109 + Penalty 3024.543182 = -1285920.557927
  nChanged 7
		SP:Iteration 27Q (168637.080000 sec): 3 clusters
  Score: Raw -1288947.553013 + Penalty 3024.543182 = -1285923.009831
  nChanged 6
		SP:Iteration 28Q (168637.220000 sec): 3 clusters
  Score: Raw -1288948.948083 + Penalty 3024.543182 = -1285924.404901
  nChanged 2
		SP:Iteration 29Q (168637.370000 sec): 3 clusters
  Score: Raw -1288949.449338 + Penalty 3024.543182 = -1285924.906156
  nChanged 3
		SP:Iteration 30Q (168637.540000 sec): 3 clusters
  Score: Raw -1288950.082280 + Penalty 3024.543182 = -1285925.539099
  nChanged 3
		SP:Iteration 31Q (168637.680000 sec): 3 clusters
  Score: Raw -1288950.675206 + Penalty 3024.543182 = -1285926.132024
  nChanged 1
		SP:Iteration 32Q (168637.830000 sec): 3 clusters
  Score: Raw -1288950.855899 + Penalty 3024.543182 = -1285926.312717
  nChanged 1
		SP:Iteration 33Q (168638.000000 sec): 3 clusters
  Score: Raw -1288950.983507 + Penalty 3024.543182 = -1285926.440326
  nChanged 0
		SP:Iteration 34F (168638.140000 sec): 3 clusters
  Score: Raw -1288950.983507 + Penalty 3024.543182 = -1285926.440326
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 22 (31318 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (168638.420000 sec): 2 clusters
  Score: Raw -3755526.930119 + Penalty 1682.191597 = -3753844.738522
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (168638.740000 sec): 3 clusters
  Score: Raw -3736052.129581 + Penalty 3364.383195 = -3732687.746386
  nChanged 14437
		SP:Iteration 1F (168639.080000 sec): 3 clusters
  Score: Raw -3744078.627797 + Penalty 3364.383195 = -3740714.244602
  nChanged 1389
		SP:Iteration 2Q (168639.400000 sec): 3 clusters
  Score: Raw -3744513.930397 + Penalty 3364.383195 = -3741149.547203
  nChanged 1392
		SP:Iteration 3Q (168639.710000 sec): 3 clusters
  Score: Raw -3744981.574848 + Penalty 3364.383195 = -3741617.191653
  nChanged 1433
		SP:Iteration 4Q (168640.020000 sec): 3 clusters
  Score: Raw -3745519.178128 + Penalty 3364.383195 = -3742154.794934
  nChanged 1579
		SP:Iteration 5F (168640.340000 sec): 3 clusters
  Score: Raw -3746201.091024 + Penalty 3364.383195 = -3742836.707830
  nChanged 1744
		SP:Iteration 6F (168640.650000 sec): 3 clusters
  Score: Raw -3747134.566277 + Penalty 3364.383195 = -3743770.183082
  nChanged 2008
		SP:Iteration 7F (168640.960000 sec): 3 clusters
  Score: Raw -3748402.857083 + Penalty 3364.383195 = -3745038.473888
  nChanged 2079
		SP:Iteration 8F (168641.300000 sec): 3 clusters
  Score: Raw -3749926.812577 + Penalty 3364.383195 = -3746562.429383
  nChanged 2072
		SP:Iteration 9F (168641.610000 sec): 3 clusters
  Score: Raw -3751637.080543 + Penalty 3364.383195 = -3748272.697348
  nChanged 1785
		SP:Iteration 10F (168641.940000 sec): 3 clusters
  Score: Raw -3753258.583191 + Penalty 3364.383195 = -3749894.199997
  nChanged 1291
		SP:Iteration 11Q (168642.250000 sec): 3 clusters
  Score: Raw -3754479.442517 + Penalty 3364.383195 = -3751115.059323
  nChanged 730
		SP:Iteration 12Q (168642.570000 sec): 3 clusters
  Score: Raw -3755169.092049 + Penalty 3364.383195 = -3751804.708855
  nChanged 319
		SP:Iteration 13Q (168642.880000 sec): 3 clusters
  Score: Raw -3755467.867869 + Penalty 3364.383195 = -3752103.484675
  nChanged 118
		SP:Iteration 14Q (168643.170000 sec): 3 clusters
  Score: Raw -3755585.483116 + Penalty 3364.383195 = -3752221.099921
  nChanged 55
		SP:Iteration 15Q (168643.490000 sec): 3 clusters
  Score: Raw -3755649.646355 + Penalty 3364.383195 = -3752285.263161
  nChanged 37
		SP:Iteration 16Q (168643.810000 sec): 3 clusters
  Score: Raw -3755685.055495 + Penalty 3364.383195 = -3752320.672300
  nChanged 23
		SP:Iteration 17Q (168644.140000 sec): 3 clusters
  Score: Raw -3755710.107804 + Penalty 3364.383195 = -3752345.724609
  nChanged 18
		SP:Iteration 18Q (168644.460000 sec): 3 clusters
  Score: Raw -3755729.774646 + Penalty 3364.383195 = -3752365.391452
  nChanged 17
		SP:Iteration 19Q (168644.780000 sec): 3 clusters
  Score: Raw -3755747.908226 + Penalty 3364.383195 = -3752383.525031
  nChanged 7
		SP:Iteration 20F (168645.130000 sec): 3 clusters
  Score: Raw -3755760.186180 + Penalty 3364.383195 = -3752395.802986
  nChanged 3
		SP:Iteration 21Q (168645.430000 sec): 3 clusters
  Score: Raw -3755765.594969 + Penalty 3364.383195 = -3752401.211774
  nChanged 7
		SP:Iteration 22Q (168645.750000 sec): 3 clusters
  Score: Raw -3755772.136703 + Penalty 3364.383195 = -3752407.753509
  nChanged 0
		SP:Iteration 23F (168646.110000 sec): 3 clusters
  Score: Raw -3755772.136703 + Penalty 3364.383195 = -3752407.753509
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 23 (65854 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (168646.520000 sec): 2 clusters
  Score: Raw -8189337.318834 + Penalty 1802.969261 = -8187534.349573
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (168647.140000 sec): 3 clusters
  Score: Raw -8147242.037914 + Penalty 3605.938521 = -8143636.099393
  nChanged 31235
		SP:Iteration 1F (168647.710000 sec): 3 clusters
  Score: Raw -8164731.582664 + Penalty 3605.938521 = -8161125.644143
  nChanged 2423
		SP:Iteration 2Q (168648.340000 sec): 3 clusters
  Score: Raw -8165355.981316 + Penalty 3605.938521 = -8161750.042795
  nChanged 2399
		SP:Iteration 3Q (168648.940000 sec): 3 clusters
  Score: Raw -8165984.406103 + Penalty 3605.938521 = -8162378.467582
  nChanged 2377
		SP:Iteration 4Q (168649.520000 sec): 3 clusters
  Score: Raw -8166682.618718 + Penalty 3605.938521 = -8163076.680197
  nChanged 2474
		SP:Iteration 5Q (168650.140000 sec): 3 clusters
  Score: Raw -8167484.589269 + Penalty 3605.938521 = -8163878.650748
  nChanged 2741
		SP:Iteration 6Q (168650.740000 sec): 3 clusters
  Score: Raw -8168578.007112 + Penalty 3605.938521 = -8164972.068591
  nChanged 3210
		SP:Iteration 7Q (168651.360000 sec): 3 clusters
  Score: Raw -8170202.176366 + Penalty 3605.938521 = -8166596.237845
  nChanged 3808
		SP:Iteration 8F (168651.960000 sec): 3 clusters
  Score: Raw -8172624.843659 + Penalty 3605.938521 = -8169018.905138
  nChanged 4197
		SP:Iteration 9F (168652.530000 sec): 3 clusters
  Score: Raw -8175663.227128 + Penalty 3605.938521 = -8172057.288607
  nChanged 4001
		SP:Iteration 10F (168653.150000 sec): 3 clusters
  Score: Raw -8178722.470488 + Penalty 3605.938521 = -8175116.531967
  nChanged 3450
		SP:Iteration 11F (168653.750000 sec): 3 clusters
  Score: Raw -8181395.238289 + Penalty 3605.938521 = -8177789.299768
  nChanged 2745
		SP:Iteration 12Q (168654.300000 sec): 3 clusters
  Score: Raw -8183378.243717 + Penalty 3605.938521 = -8179772.305196
  nChanged 2092
		SP:Iteration 13Q (168654.820000 sec): 3 clusters
  Score: Raw -8184792.386523 + Penalty 3605.938521 = -8181186.448001
  nChanged 1631
		SP:Iteration 14Q (168655.350000 sec): 3 clusters
  Score: Raw -8185870.903859 + Penalty 3605.938521 = -8182264.965338
  nChanged 1318
		SP:Iteration 15Q (168655.890000 sec): 3 clusters
  Score: Raw -8186742.839723 + Penalty 3605.938521 = -8183136.901202
  nChanged 1089
		SP:Iteration 16Q (168656.430000 sec): 3 clusters
  Score: Raw -8187475.194929 + Penalty 3605.938521 = -8183869.256408
  nChanged 890
		SP:Iteration 17Q (168656.990000 sec): 3 clusters
  Score: Raw -8188091.988703 + Penalty 3605.938521 = -8184486.050182
  nChanged 684
		SP:Iteration 18Q (168657.540000 sec): 3 clusters
  Score: Raw -8188578.170718 + Penalty 3605.938521 = -8184972.232197
  nChanged 497
		SP:Iteration 19Q (168658.080000 sec): 3 clusters
  Score: Raw -8188923.711140 + Penalty 3605.938521 = -8185317.772619
  nChanged 322
		SP:Iteration 20F (168658.690000 sec): 3 clusters
  Score: Raw -8189152.968598 + Penalty 3605.938521 = -8185547.030077
  nChanged 202
		SP:Iteration 21Q (168659.210000 sec): 3 clusters
  Score: Raw -8189299.689715 + Penalty 3605.938521 = -8185693.751194
  nChanged 119
		SP:Iteration 22Q (168659.760000 sec): 3 clusters
  Score: Raw -8189381.674666 + Penalty 3605.938521 = -8185775.736145
  nChanged 57
		SP:Iteration 23Q (168660.300000 sec): 3 clusters
  Score: Raw -8189426.430508 + Penalty 3605.938521 = -8185820.491987
  nChanged 33
		SP:Iteration 24Q (168660.840000 sec): 3 clusters
  Score: Raw -8189456.135640 + Penalty 3605.938521 = -8185850.197119
  nChanged 33
		SP:Iteration 25Q (168661.340000 sec): 3 clusters
  Score: Raw -8189484.596218 + Penalty 3605.938521 = -8185878.657697
  nChanged 23
		SP:Iteration 26Q (168661.860000 sec): 3 clusters
  Score: Raw -8189505.195494 + Penalty 3605.938521 = -8185899.256973
  nChanged 20
		SP:Iteration 27Q (168662.380000 sec): 3 clusters
  Score: Raw -8189528.074198 + Penalty 3605.938521 = -8185922.135677
  nChanged 15
		SP:Iteration 28Q (168662.930000 sec): 3 clusters
  Score: Raw -8189539.726035 + Penalty 3605.938521 = -8185933.787514
  nChanged 7
		SP:Iteration 29Q (168663.450000 sec): 3 clusters
  Score: Raw -8189543.283255 + Penalty 3605.938521 = -8185937.344734
  nChanged 2
		SP:Iteration 30Q (168663.950000 sec): 3 clusters
  Score: Raw -8189545.005286 + Penalty 3605.938521 = -8185939.066765
  nChanged 2
		SP:Iteration 31Q (168664.470000 sec): 3 clusters
  Score: Raw -8189546.147031 + Penalty 3605.938521 = -8185940.208510
  nChanged 4
		SP:Iteration 32Q (168665.010000 sec): 3 clusters
  Score: Raw -8189549.411715 + Penalty 3605.938521 = -8185943.473194
  nChanged 5
		SP:Iteration 33Q (168665.550000 sec): 3 clusters
  Score: Raw -8189555.042892 + Penalty 3605.938521 = -8185949.104371
  nChanged 3
		SP:Iteration 34Q (168666.050000 sec): 3 clusters
  Score: Raw -8189557.513535 + Penalty 3605.938521 = -8185951.575014
  nChanged 5
		SP:Iteration 35Q (168666.570000 sec): 3 clusters
  Score: Raw -8189561.698057 + Penalty 3605.938521 = -8185955.759536
  nChanged 4
		SP:Iteration 36Q (168667.110000 sec): 3 clusters
  Score: Raw -8189565.144891 + Penalty 3605.938521 = -8185959.206369
  nChanged 2
		SP:Iteration 37Q (168667.660000 sec): 3 clusters
  Score: Raw -8189567.179721 + Penalty 3605.938521 = -8185961.241200
  nChanged 2
		SP:Iteration 38Q (168668.200000 sec): 3 clusters
  Score: Raw -8189569.340865 + Penalty 3605.938521 = -8185963.402344
  nChanged 2
		SP:Iteration 39Q (168668.750000 sec): 3 clusters
  Score: Raw -8189572.293966 + Penalty 3605.938521 = -8185966.355445
  nChanged 6
		SP:Iteration 40F (168669.350000 sec): 3 clusters
  Score: Raw -8189578.398847 + Penalty 3605.938521 = -8185972.460325
  nChanged 5
		SP:Iteration 41Q (168669.870000 sec): 3 clusters
  Score: Raw -8189583.538288 + Penalty 3605.938521 = -8185977.599767
  nChanged 4
		SP:Iteration 42Q (168670.420000 sec): 3 clusters
  Score: Raw -8189588.157792 + Penalty 3605.938521 = -8185982.219271
  nChanged 4
		SP:Iteration 43Q (168670.960000 sec): 3 clusters
  Score: Raw -8189591.798957 + Penalty 3605.938521 = -8185985.860436
  nChanged 3
		SP:Iteration 44Q (168671.460000 sec): 3 clusters
  Score: Raw -8189594.827758 + Penalty 3605.938521 = -8185988.889237
  nChanged 5
		SP:Iteration 45Q (168671.980000 sec): 3 clusters
  Score: Raw -8189598.553026 + Penalty 3605.938521 = -8185992.614505
  nChanged 2
		SP:Iteration 46Q (168672.490000 sec): 3 clusters
  Score: Raw -8189600.336311 + Penalty 3605.938521 = -8185994.397790
  nChanged 2
		SP:Iteration 47Q (168673.020000 sec): 3 clusters
  Score: Raw -8189602.011119 + Penalty 3605.938521 = -8185996.072598
  nChanged 0
		SP:Iteration 48F (168673.580000 sec): 3 clusters
  Score: Raw -8189602.011119 + Penalty 3605.938521 = -8185996.072598
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 24 (2461 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (168673.640000 sec): 2 clusters
  Score: Raw -284980.223423 + Penalty 1268.852496 = -283711.370927
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (168673.700000 sec): 3 clusters
  Score: Raw -283884.930698 + Penalty 2537.704991 = -281347.225707
  nChanged 930
		SP:Iteration 1F (168673.760000 sec): 3 clusters
  Score: Raw -284538.142949 + Penalty 2537.704991 = -282000.437958
  nChanged 237
		SP:Iteration 2F (168673.820000 sec): 3 clusters
  Score: Raw -284794.337784 + Penalty 2537.704991 = -282256.632792
  nChanged 172
		SP:Iteration 3F (168673.860000 sec): 3 clusters
  Score: Raw -284967.890895 + Penalty 2537.704991 = -282430.185903
  nChanged 135
		SP:Iteration 4F (168673.900000 sec): 3 clusters
  Score: Raw -285085.789460 + Penalty 2537.704991 = -282548.084469
  nChanged 100
		SP:Iteration 5Q (168673.950000 sec): 3 clusters
  Score: Raw -285182.689003 + Penalty 2537.704991 = -282644.984011
  nChanged 97
		SP:Iteration 6Q (168674.000000 sec): 3 clusters
  Score: Raw -285284.940360 + Penalty 2537.704991 = -282747.235369
  nChanged 84
		SP:Iteration 7Q (168674.040000 sec): 3 clusters
  Score: Raw -285373.948225 + Penalty 2537.704991 = -282836.243234
  nChanged 67
		SP:Iteration 8Q (168674.080000 sec): 3 clusters
  Score: Raw -285430.223612 + Penalty 2537.704991 = -282892.518620
  nChanged 57
		SP:Iteration 9Q (168674.130000 sec): 3 clusters
  Score: Raw -285495.421548 + Penalty 2537.704991 = -282957.716557
  nChanged 63
		SP:Iteration 10Q (168674.170000 sec): 3 clusters
  Score: Raw -285557.722466 + Penalty 2537.704991 = -283020.017474
  nChanged 48
		SP:Iteration 11Q (168674.220000 sec): 3 clusters
  Score: Raw -285597.024531 + Penalty 2537.704991 = -283059.319539
  nChanged 40
		SP:Iteration 12Q (168674.260000 sec): 3 clusters
  Score: Raw -285630.495878 + Penalty 2537.704991 = -283092.790887
  nChanged 41
		SP:Iteration 13Q (168674.300000 sec): 3 clusters
  Score: Raw -285663.506685 + Penalty 2537.704991 = -283125.801693
  nChanged 32
		SP:Iteration 14Q (168674.350000 sec): 3 clusters
  Score: Raw -285685.488514 + Penalty 2537.704991 = -283147.783523
  nChanged 28
		SP:Iteration 15Q (168674.390000 sec): 3 clusters
  Score: Raw -285704.107184 + Penalty 2537.704991 = -283166.402192
  nChanged 26
		SP:Iteration 16Q (168674.440000 sec): 3 clusters
  Score: Raw -285718.285772 + Penalty 2537.704991 = -283180.580781
  nChanged 20
		SP:Iteration 17Q (168674.480000 sec): 3 clusters
  Score: Raw -285728.631764 + Penalty 2537.704991 = -283190.926773
  nChanged 16
		SP:Iteration 18Q (168674.520000 sec): 3 clusters
  Score: Raw -285740.457094 + Penalty 2537.704991 = -283202.752103
  nChanged 19
		SP:Iteration 19Q (168674.570000 sec): 3 clusters
  Score: Raw -285754.180336 + Penalty 2537.704991 = -283216.475345
  nChanged 19
		SP:Iteration 20F (168674.610000 sec): 3 clusters
  Score: Raw -285767.242026 + Penalty 2537.704991 = -283229.537035
  nChanged 25
		SP:Iteration 21Q (168674.660000 sec): 3 clusters
  Score: Raw -285781.157042 + Penalty 2537.704991 = -283243.452050
  nChanged 18
		SP:Iteration 22Q (168674.700000 sec): 3 clusters
  Score: Raw -285789.871696 + Penalty 2537.704991 = -283252.166704
  nChanged 10
		SP:Iteration 23Q (168674.740000 sec): 3 clusters
  Score: Raw -285793.158495 + Penalty 2537.704991 = -283255.453503
  nChanged 10
		SP:Iteration 24Q (168674.790000 sec): 3 clusters
  Score: Raw -285797.702120 + Penalty 2537.704991 = -283259.997129
  nChanged 6
		SP:Iteration 25Q (168674.830000 sec): 3 clusters
  Score: Raw -285800.451571 + Penalty 2537.704991 = -283262.746579
  nChanged 7
		SP:Iteration 26Q (168674.880000 sec): 3 clusters
  Score: Raw -285803.701421 + Penalty 2537.704991 = -283265.996429
  nChanged 4
		SP:Iteration 27Q (168674.920000 sec): 3 clusters
  Score: Raw -285805.781884 + Penalty 2537.704991 = -283268.076892
  nChanged 4
		SP:Iteration 28Q (168674.960000 sec): 3 clusters
  Score: Raw -285807.462154 + Penalty 2537.704991 = -283269.757162
  nChanged 5
		SP:Iteration 29Q (168675.010000 sec): 3 clusters
  Score: Raw -285809.714444 + Penalty 2537.704991 = -283272.009453
  nChanged 5
		SP:Iteration 30Q (168675.050000 sec): 3 clusters
  Score: Raw -285812.398880 + Penalty 2537.704991 = -283274.693889
  nChanged 8
		SP:Iteration 31Q (168675.090000 sec): 3 clusters
  Score: Raw -285818.252139 + Penalty 2537.704991 = -283280.547147
  nChanged 11
		SP:Iteration 32Q (168675.140000 sec): 3 clusters
  Score: Raw -285824.007703 + Penalty 2537.704991 = -283286.302712
  nChanged 7
		SP:Iteration 33Q (168675.180000 sec): 3 clusters
  Score: Raw -285827.971066 + Penalty 2537.704991 = -283290.266074
  nChanged 11
		SP:Iteration 34Q (168675.230000 sec): 3 clusters
  Score: Raw -285833.029999 + Penalty 2537.704991 = -283295.325008
  nChanged 11
		SP:Iteration 35Q (168675.270000 sec): 3 clusters
  Score: Raw -285840.862586 + Penalty 2537.704991 = -283303.157595
  nChanged 9
		SP:Iteration 36Q (168675.310000 sec): 3 clusters
  Score: Raw -285849.098987 + Penalty 2537.704991 = -283311.393996
  nChanged 15
		SP:Iteration 37Q (168675.360000 sec): 3 clusters
  Score: Raw -285857.404719 + Penalty 2537.704991 = -283319.699727
  nChanged 14
		SP:Iteration 38Q (168675.400000 sec): 3 clusters
  Score: Raw -285866.468442 + Penalty 2537.704991 = -283328.763451
  nChanged 16
		SP:Iteration 39Q (168675.450000 sec): 3 clusters
  Score: Raw -285876.680459 + Penalty 2537.704991 = -283338.975468
  nChanged 16
		SP:Iteration 40F (168675.490000 sec): 3 clusters
  Score: Raw -285884.894233 + Penalty 2537.704991 = -283347.189242
  nChanged 8
		SP:Iteration 41Q (168675.530000 sec): 3 clusters
  Score: Raw -285890.018482 + Penalty 2537.704991 = -283352.313490
  nChanged 12
		SP:Iteration 42Q (168675.580000 sec): 3 clusters
  Score: Raw -285898.114102 + Penalty 2537.704991 = -283360.409111
  nChanged 12
		SP:Iteration 43Q (168675.620000 sec): 3 clusters
  Score: Raw -285903.529142 + Penalty 2537.704991 = -283365.824151
  nChanged 8
		SP:Iteration 44Q (168675.670000 sec): 3 clusters
  Score: Raw -285906.164962 + Penalty 2537.704991 = -283368.459970
  nChanged 7
		SP:Iteration 45Q (168675.710000 sec): 3 clusters
  Score: Raw -285910.037236 + Penalty 2537.704991 = -283372.332244
  nChanged 7
		SP:Iteration 46Q (168675.750000 sec): 3 clusters
  Score: Raw -285913.897949 + Penalty 2537.704991 = -283376.192958
  nChanged 8
		SP:Iteration 47Q (168675.790000 sec): 3 clusters
  Score: Raw -285919.968790 + Penalty 2537.704991 = -283382.263799
  nChanged 9
		SP:Iteration 48Q (168675.840000 sec): 3 clusters
  Score: Raw -285924.220404 + Penalty 2537.704991 = -283386.515412
  nChanged 11
		SP:Iteration 49Q (168675.890000 sec): 3 clusters
  Score: Raw -285929.659104 + Penalty 2537.704991 = -283391.954112
  nChanged 5
		SP:Iteration 50Q (168675.930000 sec): 3 clusters
  Score: Raw -285932.552018 + Penalty 2537.704991 = -283394.847026
  nChanged 9
		SP:Iteration 51Q (168675.970000 sec): 3 clusters
  Score: Raw -285937.147680 + Penalty 2537.704991 = -283399.442688
  nChanged 10
		SP:Iteration 52Q (168676.020000 sec): 3 clusters
  Score: Raw -285941.787157 + Penalty 2537.704991 = -283404.082166
  nChanged 7
		SP:Iteration 53Q (168676.060000 sec): 3 clusters
  Score: Raw -285945.496730 + Penalty 2537.704991 = -283407.791738
  nChanged 6
		SP:Iteration 54Q (168676.100000 sec): 3 clusters
  Score: Raw -285948.505022 + Penalty 2537.704991 = -283410.800031
  nChanged 6
		SP:Iteration 55Q (168676.150000 sec): 3 clusters
  Score: Raw -285950.464508 + Penalty 2537.704991 = -283412.759517
  nChanged 2
		SP:Iteration 56Q (168676.190000 sec): 3 clusters
  Score: Raw -285950.838452 + Penalty 2537.704991 = -283413.133461
  nChanged 1
		SP:Iteration 57Q (168676.230000 sec): 3 clusters
  Score: Raw -285951.125753 + Penalty 2537.704991 = -283413.420762
  nChanged 1
		SP:Iteration 58Q (168676.280000 sec): 3 clusters
  Score: Raw -285951.412076 + Penalty 2537.704991 = -283413.707085
  nChanged 1
		SP:Iteration 59Q (168676.320000 sec): 3 clusters
  Score: Raw -285951.659023 + Penalty 2537.704991 = -283413.954032
  nChanged 1
		SP:Iteration 60F (168676.370000 sec): 3 clusters
  Score: Raw -285951.883360 + Penalty 2537.704991 = -283414.178368
  nChanged 2
		SP:Iteration 61Q (168676.410000 sec): 3 clusters
  Score: Raw -285952.531183 + Penalty 2537.704991 = -283414.826191
  nChanged 1
		SP:Iteration 62Q (168676.450000 sec): 3 clusters
  Score: Raw -285953.415154 + Penalty 2537.704991 = -283415.710162
  nChanged 1
		SP:Iteration 63Q (168676.490000 sec): 3 clusters
  Score: Raw -285954.278269 + Penalty 2537.704991 = -283416.573278
  nChanged 1
		SP:Iteration 64Q (168676.540000 sec): 3 clusters
  Score: Raw -285955.175645 + Penalty 2537.704991 = -283417.470654
  nChanged 0
		SP:Iteration 65F (168676.580000 sec): 3 clusters
  Score: Raw -285955.175645 + Penalty 2537.704991 = -283417.470654
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 25 (1672 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (168676.650000 sec): 2 clusters
  Score: Raw -174937.726946 + Penalty 1206.038566 = -173731.688379
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (168676.680000 sec): 3 clusters
  Score: Raw -174277.512903 + Penalty 2412.077133 = -171865.435770
  nChanged 592
		SP:Iteration 1F (168676.710000 sec): 3 clusters
  Score: Raw -174765.956838 + Penalty 2412.077133 = -172353.879705
  nChanged 151
		SP:Iteration 2F (168676.740000 sec): 3 clusters
  Score: Raw -174970.621139 + Penalty 2412.077133 = -172558.544006
  nChanged 115
		SP:Iteration 3F (168676.770000 sec): 3 clusters
  Score: Raw -175202.941495 + Penalty 2412.077133 = -172790.864362
  nChanged 117
		SP:Iteration 4F (168676.800000 sec): 3 clusters
  Score: Raw -175457.440702 + Penalty 2412.077133 = -173045.363570
  nChanged 108
		SP:Iteration 5F (168676.830000 sec): 3 clusters
  Score: Raw -175622.414574 + Penalty 2412.077133 = -173210.337441
  nChanged 85
		SP:Iteration 6F (168676.870000 sec): 3 clusters
  Score: Raw -175727.567701 + Penalty 2412.077133 = -173315.490568
  nChanged 53
		SP:Iteration 7Q (168676.900000 sec): 3 clusters
  Score: Raw -175783.557643 + Penalty 2412.077133 = -173371.480510
  nChanged 40
		SP:Iteration 8Q (168676.930000 sec): 3 clusters
  Score: Raw -175820.231259 + Penalty 2412.077133 = -173408.154127
  nChanged 29
		SP:Iteration 9Q (168676.960000 sec): 3 clusters
  Score: Raw -175847.152463 + Penalty 2412.077133 = -173435.075330
  nChanged 26
		SP:Iteration 10Q (168676.990000 sec): 3 clusters
  Score: Raw -175871.554852 + Penalty 2412.077133 = -173459.477719
  nChanged 23
		SP:Iteration 11Q (168677.020000 sec): 3 clusters
  Score: Raw -175884.965045 + Penalty 2412.077133 = -173472.887912
  nChanged 11
		SP:Iteration 12Q (168677.050000 sec): 3 clusters
  Score: Raw -175891.707853 + Penalty 2412.077133 = -173479.630720
  nChanged 4
		SP:Iteration 13Q (168677.080000 sec): 3 clusters
  Score: Raw -175894.677345 + Penalty 2412.077133 = -173482.600212
  nChanged 4
		SP:Iteration 14Q (168677.110000 sec): 3 clusters
  Score: Raw -175896.469758 + Penalty 2412.077133 = -173484.392625
  nChanged 2
		SP:Iteration 15Q (168677.140000 sec): 3 clusters
  Score: Raw -175897.222143 + Penalty 2412.077133 = -173485.145010
  nChanged 2
		SP:Iteration 16Q (168677.170000 sec): 3 clusters
  Score: Raw -175898.861348 + Penalty 2412.077133 = -173486.784215
  nChanged 2
		SP:Iteration 17Q (168677.200000 sec): 3 clusters
  Score: Raw -175899.826331 + Penalty 2412.077133 = -173487.749198
  nChanged 0
		SP:Iteration 18F (168677.230000 sec): 3 clusters
  Score: Raw -175899.826331 + Penalty 2412.077133 = -173487.749198
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 26 (1931 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (168677.290000 sec): 2 clusters
  Score: Raw -214395.457565 + Penalty 1229.441408 = -213166.016156
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (168677.330000 sec): 3 clusters
  Score: Raw -213564.627258 + Penalty 2458.882817 = -211105.744441
  nChanged 701
		SP:Iteration 1F (168677.370000 sec): 3 clusters
  Score: Raw -214063.331030 + Penalty 2458.882817 = -211604.448214
  nChanged 177
		SP:Iteration 2F (168677.400000 sec): 3 clusters
  Score: Raw -214240.442784 + Penalty 2458.882817 = -211781.559967
  nChanged 130
		SP:Iteration 3F (168677.440000 sec): 3 clusters
  Score: Raw -214353.519650 + Penalty 2458.882817 = -211894.636833
  nChanged 91
		SP:Iteration 4Q (168677.470000 sec): 3 clusters
  Score: Raw -214442.465652 + Penalty 2458.882817 = -211983.582835
  nChanged 87
		SP:Iteration 5Q (168677.510000 sec): 3 clusters
  Score: Raw -214547.683780 + Penalty 2458.882817 = -212088.800963
  nChanged 87
		SP:Iteration 6Q (168677.550000 sec): 3 clusters
  Score: Raw -214644.957448 + Penalty 2458.882817 = -212186.074632
  nChanged 70
		SP:Iteration 7Q (168677.580000 sec): 3 clusters
  Score: Raw -214714.345304 + Penalty 2458.882817 = -212255.462487
  nChanged 58
		SP:Iteration 8Q (168677.620000 sec): 3 clusters
  Score: Raw -214778.217014 + Penalty 2458.882817 = -212319.334197
  nChanged 46
		SP:Iteration 9Q (168677.650000 sec): 3 clusters
  Score: Raw -214856.954407 + Penalty 2458.882817 = -212398.071591
  nChanged 69
		SP:Iteration 10Q (168677.690000 sec): 3 clusters
  Score: Raw -214953.991610 + Penalty 2458.882817 = -212495.108793
  nChanged 57
		SP:Iteration 11Q (168677.720000 sec): 3 clusters
  Score: Raw -215023.579427 + Penalty 2458.882817 = -212564.696611
  nChanged 41
		SP:Iteration 12Q (168677.760000 sec): 3 clusters
  Score: Raw -215072.466450 + Penalty 2458.882817 = -212613.583633
  nChanged 50
		SP:Iteration 13Q (168677.790000 sec): 3 clusters
  Score: Raw -215136.346778 + Penalty 2458.882817 = -212677.463962
  nChanged 53
		SP:Iteration 14Q (168677.830000 sec): 3 clusters
  Score: Raw -215193.496875 + Penalty 2458.882817 = -212734.614058
  nChanged 38
		SP:Iteration 15Q (168677.860000 sec): 3 clusters
  Score: Raw -215230.613537 + Penalty 2458.882817 = -212771.730721
  nChanged 31
		SP:Iteration 16Q (168677.890000 sec): 3 clusters
  Score: Raw -215255.353996 + Penalty 2458.882817 = -212796.471179
  nChanged 20
		SP:Iteration 17Q (168677.930000 sec): 3 clusters
  Score: Raw -215270.802266 + Penalty 2458.882817 = -212811.919449
  nChanged 11
		SP:Iteration 18Q (168677.960000 sec): 3 clusters
  Score: Raw -215279.423135 + Penalty 2458.882817 = -212820.540318
  nChanged 7
		SP:Iteration 19Q (168678.000000 sec): 3 clusters
  Score: Raw -215282.221760 + Penalty 2458.882817 = -212823.338943
  nChanged 4
		SP:Iteration 20F (168678.030000 sec): 3 clusters
  Score: Raw -215285.352140 + Penalty 2458.882817 = -212826.469323
  nChanged 7
		SP:Iteration 21Q (168678.070000 sec): 3 clusters
  Score: Raw -215290.290221 + Penalty 2458.882817 = -212831.407404
  nChanged 9
		SP:Iteration 22Q (168678.100000 sec): 3 clusters
  Score: Raw -215295.001383 + Penalty 2458.882817 = -212836.118566
  nChanged 6
		SP:Iteration 23Q (168678.140000 sec): 3 clusters
  Score: Raw -215298.009428 + Penalty 2458.882817 = -212839.126611
  nChanged 4
		SP:Iteration 24Q (168678.170000 sec): 3 clusters
  Score: Raw -215300.338906 + Penalty 2458.882817 = -212841.456089
  nChanged 6
		SP:Iteration 25Q (168678.210000 sec): 3 clusters
  Score: Raw -215304.147328 + Penalty 2458.882817 = -212845.264511
  nChanged 7
		SP:Iteration 26Q (168678.240000 sec): 3 clusters
  Score: Raw -215310.217303 + Penalty 2458.882817 = -212851.334486
  nChanged 4
		SP:Iteration 27Q (168678.270000 sec): 3 clusters
  Score: Raw -215312.748548 + Penalty 2458.882817 = -212853.865731
  nChanged 3
		SP:Iteration 28Q (168678.310000 sec): 3 clusters
  Score: Raw -215314.280264 + Penalty 2458.882817 = -212855.397448
  nChanged 3
		SP:Iteration 29Q (168678.340000 sec): 3 clusters
  Score: Raw -215315.938603 + Penalty 2458.882817 = -212857.055786
  nChanged 4
		SP:Iteration 30Q (168678.370000 sec): 3 clusters
  Score: Raw -215320.272528 + Penalty 2458.882817 = -212861.389712
  nChanged 4
		SP:Iteration 31Q (168678.410000 sec): 3 clusters
  Score: Raw -215323.006092 + Penalty 2458.882817 = -212864.123276
  nChanged 7
		SP:Iteration 32Q (168678.450000 sec): 3 clusters
  Score: Raw -215329.458647 + Penalty 2458.882817 = -212870.575830
  nChanged 8
		SP:Iteration 33Q (168678.480000 sec): 3 clusters
  Score: Raw -215334.317921 + Penalty 2458.882817 = -212875.435105
  nChanged 7
		SP:Iteration 34Q (168678.510000 sec): 3 clusters
  Score: Raw -215338.811955 + Penalty 2458.882817 = -212879.929139
  nChanged 9
		SP:Iteration 35Q (168678.550000 sec): 3 clusters
  Score: Raw -215345.802075 + Penalty 2458.882817 = -212886.919258
  nChanged 8
		SP:Iteration 36Q (168678.580000 sec): 3 clusters
  Score: Raw -215350.804764 + Penalty 2458.882817 = -212891.921947
  nChanged 4
		SP:Iteration 37Q (168678.610000 sec): 3 clusters
  Score: Raw -215354.131083 + Penalty 2458.882817 = -212895.248267
  nChanged 1
		SP:Iteration 38Q (168678.650000 sec): 3 clusters
  Score: Raw -215354.783970 + Penalty 2458.882817 = -212895.901153
  nChanged 3
		SP:Iteration 39Q (168678.680000 sec): 3 clusters
  Score: Raw -215356.741948 + Penalty 2458.882817 = -212897.859131
  nChanged 4
		SP:Iteration 40F (168678.720000 sec): 3 clusters
  Score: Raw -215359.182493 + Penalty 2458.882817 = -212900.299676
  nChanged 2
		SP:Iteration 41Q (168678.750000 sec): 3 clusters
  Score: Raw -215360.870879 + Penalty 2458.882817 = -212901.988063
  nChanged 0
		SP:Iteration 42F (168678.790000 sec): 3 clusters
  Score: Raw -215360.870879 + Penalty 2458.882817 = -212901.988063
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 27 (322 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (168678.840000 sec): 2 clusters
  Score: Raw -31880.729102 + Penalty 938.364626 = -30942.364476
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (168678.850000 sec): 3 clusters
  Score: Raw -31940.149790 + Penalty 1876.729252 = -30063.420538
  nChanged 75
		SP:Iteration 1F (168678.850000 sec): 3 clusters
  Score: Raw -32127.437810 + Penalty 1876.729252 = -30250.708557
  nChanged 17
		SP:Iteration 2F (168678.860000 sec): 3 clusters
  Score: Raw -32174.487395 + Penalty 1876.729252 = -30297.758143
  nChanged 3
		SP:Iteration 3Q (168678.870000 sec): 3 clusters
  Score: Raw -32182.909872 + Penalty 1876.729252 = -30306.180619
  nChanged 3
		SP:Iteration 4Q (168678.880000 sec): 3 clusters
  Score: Raw -32189.787536 + Penalty 1876.729252 = -30313.058284
  nChanged 4
		SP:Iteration 5Q (168678.880000 sec): 3 clusters
  Score: Raw -32198.466948 + Penalty 1876.729252 = -30321.737696
  nChanged 5
		SP:Iteration 6Q (168678.890000 sec): 3 clusters
  Score: Raw -32217.098366 + Penalty 1876.729252 = -30340.369114
  nChanged 5
		SP:Iteration 7Q (168678.900000 sec): 3 clusters
  Score: Raw -32243.967990 + Penalty 1876.729252 = -30367.238738
  nChanged 2
		SP:Iteration 8Q (168678.910000 sec): 3 clusters
  Score: Raw -32250.888927 + Penalty 1876.729252 = -30374.159674
  nChanged 2
		SP:Iteration 9Q (168678.910000 sec): 3 clusters
  Score: Raw -32268.793950 + Penalty 1876.729252 = -30392.064698
  nChanged 0
		SP:Iteration 10F (168678.920000 sec): 3 clusters
  Score: Raw -32268.793950 + Penalty 1876.729252 = -30392.064698
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 28 (7932 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (168679.030000 sec): 2 clusters
  Score: Raw -927030.960240 + Penalty 1459.032330 = -925571.927910
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (168679.170000 sec): 3 clusters
  Score: Raw -922692.203941 + Penalty 2918.064659 = -919774.139282
  nChanged 3305
		SP:Iteration 1F (168679.290000 sec): 3 clusters
  Score: Raw -924450.046616 + Penalty 2918.064659 = -921531.981957
  nChanged 484
		SP:Iteration 2F (168679.420000 sec): 3 clusters
  Score: Raw -924665.690285 + Penalty 2918.064659 = -921747.625626
  nChanged 383
		SP:Iteration 3Q (168679.550000 sec): 3 clusters
  Score: Raw -924815.625698 + Penalty 2918.064659 = -921897.561039
  nChanged 331
		SP:Iteration 4Q (168679.680000 sec): 3 clusters
  Score: Raw -924947.559198 + Penalty 2918.064659 = -922029.494539
  nChanged 278
		SP:Iteration 5Q (168679.810000 sec): 3 clusters
  Score: Raw -925075.673749 + Penalty 2918.064659 = -922157.609090
  nChanged 298
		SP:Iteration 6Q (168679.940000 sec): 3 clusters
  Score: Raw -925209.435095 + Penalty 2918.064659 = -922291.370436
  nChanged 274
		SP:Iteration 7Q (168680.070000 sec): 3 clusters
  Score: Raw -925339.723589 + Penalty 2918.064659 = -922421.658929
  nChanged 296
		SP:Iteration 8Q (168680.210000 sec): 3 clusters
  Score: Raw -925501.281312 + Penalty 2918.064659 = -922583.216653
  nChanged 305
		SP:Iteration 9Q (168680.340000 sec): 3 clusters
  Score: Raw -925693.255733 + Penalty 2918.064659 = -922775.191074
  nChanged 337
		SP:Iteration 10Q (168680.470000 sec): 3 clusters
  Score: Raw -925914.378972 + Penalty 2918.064659 = -922996.314313
  nChanged 305
		SP:Iteration 11Q (168680.610000 sec): 3 clusters
  Score: Raw -926090.317591 + Penalty 2918.064659 = -923172.252932
  nChanged 281
		SP:Iteration 12Q (168680.740000 sec): 3 clusters
  Score: Raw -926221.576003 + Penalty 2918.064659 = -923303.511344
  nChanged 230
		SP:Iteration 13Q (168680.870000 sec): 3 clusters
  Score: Raw -926331.665288 + Penalty 2918.064659 = -923413.600629
  nChanged 214
		SP:Iteration 14Q (168681.010000 sec): 3 clusters
  Score: Raw -926417.211763 + Penalty 2918.064659 = -923499.147104
  nChanged 176
		SP:Iteration 15Q (168681.130000 sec): 3 clusters
  Score: Raw -926483.483319 + Penalty 2918.064659 = -923565.418660
  nChanged 143
		SP:Iteration 16Q (168681.260000 sec): 3 clusters
  Score: Raw -926545.432782 + Penalty 2918.064659 = -923627.368123
  nChanged 153
		SP:Iteration 17Q (168681.380000 sec): 3 clusters
  Score: Raw -926612.267506 + Penalty 2918.064659 = -923694.202847
  nChanged 148
		SP:Iteration 18Q (168681.500000 sec): 3 clusters
  Score: Raw -926678.232257 + Penalty 2918.064659 = -923760.167598
  nChanged 131
		SP:Iteration 19Q (168681.630000 sec): 3 clusters
  Score: Raw -926735.996919 + Penalty 2918.064659 = -923817.932260
  nChanged 137
		SP:Iteration 20F (168681.750000 sec): 3 clusters
  Score: Raw -926795.592030 + Penalty 2918.064659 = -923877.527371
  nChanged 114
		SP:Iteration 21Q (168681.880000 sec): 3 clusters
  Score: Raw -926843.989690 + Penalty 2918.064659 = -923925.925030
  nChanged 115
		SP:Iteration 22Q (168682.000000 sec): 3 clusters
  Score: Raw -926899.635056 + Penalty 2918.064659 = -923981.570396
  nChanged 115
		SP:Iteration 23Q (168682.130000 sec): 3 clusters
  Score: Raw -926946.413535 + Penalty 2918.064659 = -924028.348876
  nChanged 100
		SP:Iteration 24Q (168682.250000 sec): 3 clusters
  Score: Raw -926991.575722 + Penalty 2918.064659 = -924073.511063
  nChanged 98
		SP:Iteration 25Q (168682.380000 sec): 3 clusters
  Score: Raw -927038.581422 + Penalty 2918.064659 = -924120.516763
  nChanged 108
		SP:Iteration 26Q (168682.500000 sec): 3 clusters
  Score: Raw -927097.837110 + Penalty 2918.064659 = -924179.772451
  nChanged 107
		SP:Iteration 27Q (168682.630000 sec): 3 clusters
  Score: Raw -927149.940357 + Penalty 2918.064659 = -924231.875698
  nChanged 104
		SP:Iteration 28Q (168682.750000 sec): 3 clusters
  Score: Raw -927194.070220 + Penalty 2918.064659 = -924276.005561
  nChanged 79
		SP:Iteration 29Q (168682.880000 sec): 3 clusters
  Score: Raw -927223.456563 + Penalty 2918.064659 = -924305.391904
  nChanged 70
		SP:Iteration 30Q (168683.000000 sec): 3 clusters
  Score: Raw -927251.506813 + Penalty 2918.064659 = -924333.442154
  nChanged 71
		SP:Iteration 31Q (168683.120000 sec): 3 clusters
  Score: Raw -927287.940894 + Penalty 2918.064659 = -924369.876235
  nChanged 74
		SP:Iteration 32Q (168683.250000 sec): 3 clusters
  Score: Raw -927325.340432 + Penalty 2918.064659 = -924407.275773
  nChanged 77
		SP:Iteration 33Q (168683.370000 sec): 3 clusters
  Score: Raw -927359.794803 + Penalty 2918.064659 = -924441.730144
  nChanged 80
		SP:Iteration 34Q (168683.490000 sec): 3 clusters
  Score: Raw -927401.937709 + Penalty 2918.064659 = -924483.873050
  nChanged 78
		SP:Iteration 35Q (168683.610000 sec): 3 clusters
  Score: Raw -927445.744079 + Penalty 2918.064659 = -924527.679420
  nChanged 79
		SP:Iteration 36Q (168683.740000 sec): 3 clusters
  Score: Raw -927486.273921 + Penalty 2918.064659 = -924568.209262
  nChanged 64
		SP:Iteration 37Q (168683.860000 sec): 3 clusters
  Score: Raw -927525.252519 + Penalty 2918.064659 = -924607.187860
  nChanged 59
		SP:Iteration 38Q (168683.980000 sec): 3 clusters
  Score: Raw -927558.094046 + Penalty 2918.064659 = -924640.029387
  nChanged 66
		SP:Iteration 39Q (168684.100000 sec): 3 clusters
  Score: Raw -927598.720512 + Penalty 2918.064659 = -924680.655853
  nChanged 57
		SP:Iteration 40F (168684.240000 sec): 3 clusters
  Score: Raw -927633.501690 + Penalty 2918.064659 = -924715.437030
  nChanged 60
		SP:Iteration 41Q (168684.360000 sec): 3 clusters
  Score: Raw -927665.707039 + Penalty 2918.064659 = -924747.642380
  nChanged 55
		SP:Iteration 42Q (168684.480000 sec): 3 clusters
  Score: Raw -927697.433078 + Penalty 2918.064659 = -924779.368419
  nChanged 51
		SP:Iteration 43Q (168684.610000 sec): 3 clusters
  Score: Raw -927723.771087 + Penalty 2918.064659 = -924805.706428
  nChanged 48
		SP:Iteration 44Q (168684.730000 sec): 3 clusters
  Score: Raw -927743.760210 + Penalty 2918.064659 = -924825.695551
  nChanged 31
		SP:Iteration 45Q (168684.860000 sec): 3 clusters
  Score: Raw -927755.383328 + Penalty 2918.064659 = -924837.318668
  nChanged 19
		SP:Iteration 46Q (168684.980000 sec): 3 clusters
  Score: Raw -927760.101380 + Penalty 2918.064659 = -924842.036721
  nChanged 16
		SP:Iteration 47Q (168685.100000 sec): 3 clusters
  Score: Raw -927766.741627 + Penalty 2918.064659 = -924848.676968
  nChanged 17
		SP:Iteration 48Q (168685.220000 sec): 3 clusters
  Score: Raw -927772.336745 + Penalty 2918.064659 = -924854.272086
  nChanged 11
		SP:Iteration 49Q (168685.430000 sec): 3 clusters
  Score: Raw -927775.345455 + Penalty 2918.064659 = -924857.280796
  nChanged 15
		SP:Iteration 50Q (168685.540000 sec): 3 clusters
  Score: Raw -927781.828902 + Penalty 2918.064659 = -924863.764243
  nChanged 15
		SP:Iteration 51Q (168685.650000 sec): 3 clusters
  Score: Raw -927786.464720 + Penalty 2918.064659 = -924868.400061
  nChanged 13
		SP:Iteration 52Q (168685.770000 sec): 3 clusters
  Score: Raw -927790.514169 + Penalty 2918.064659 = -924872.449510
  nChanged 13
		SP:Iteration 53Q (168685.900000 sec): 3 clusters
  Score: Raw -927794.993447 + Penalty 2918.064659 = -924876.928788
  nChanged 16
		SP:Iteration 54Q (168686.020000 sec): 3 clusters
  Score: Raw -927801.621096 + Penalty 2918.064659 = -924883.556437
  nChanged 12
		SP:Iteration 55Q (168686.150000 sec): 3 clusters
  Score: Raw -927808.560563 + Penalty 2918.064659 = -924890.495904
  nChanged 16
		SP:Iteration 56Q (168686.270000 sec): 3 clusters
  Score: Raw -927815.410533 + Penalty 2918.064659 = -924897.345873
  nChanged 10
		SP:Iteration 57Q (168686.400000 sec): 3 clusters
  Score: Raw -927818.098347 + Penalty 2918.064659 = -924900.033688
  nChanged 6
		SP:Iteration 58Q (168686.520000 sec): 3 clusters
  Score: Raw -927819.839212 + Penalty 2918.064659 = -924901.774553
  nChanged 4
		SP:Iteration 59Q (168686.650000 sec): 3 clusters
  Score: Raw -927820.837731 + Penalty 2918.064659 = -924902.773072
  nChanged 4
		SP:Iteration 60F (168686.790000 sec): 3 clusters
  Score: Raw -927821.997150 + Penalty 2918.064659 = -924903.932491
  nChanged 5
		SP:Iteration 61Q (168686.910000 sec): 3 clusters
  Score: Raw -927823.439755 + Penalty 2918.064659 = -924905.375095
  nChanged 3
		SP:Iteration 62Q (168687.040000 sec): 3 clusters
  Score: Raw -927824.137182 + Penalty 2918.064659 = -924906.072522
  nChanged 0
		SP:Iteration 63F (168687.170000 sec): 3 clusters
  Score: Raw -927824.137182 + Penalty 2918.064659 = -924906.072522
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 29 (21740 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (168687.370000 sec): 2 clusters
  Score: Raw -2509656.919746 + Penalty 1622.872739 = -2508034.047008
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (168687.670000 sec): 3 clusters
  Score: Raw -2496469.984590 + Penalty 3245.745477 = -2493224.239112
  nChanged 9898
		SP:Iteration 1F (168687.900000 sec): 3 clusters
  Score: Raw -2501946.810406 + Penalty 3245.745477 = -2498701.064928
  nChanged 1210
		SP:Iteration 2F (168688.180000 sec): 3 clusters
  Score: Raw -2502547.623842 + Penalty 3245.745477 = -2499301.878365
  nChanged 1209
		SP:Iteration 3F (168688.470000 sec): 3 clusters
  Score: Raw -2503235.741139 + Penalty 3245.745477 = -2499989.995661
  nChanged 1284
		SP:Iteration 4F (168688.750000 sec): 3 clusters
  Score: Raw -2504000.460400 + Penalty 3245.745477 = -2500754.714923
  nChanged 1288
		SP:Iteration 5F (168689.030000 sec): 3 clusters
  Score: Raw -2504829.559904 + Penalty 3245.745477 = -2501583.814427
  nChanged 1284
		SP:Iteration 6F (168689.260000 sec): 3 clusters
  Score: Raw -2505621.901266 + Penalty 3245.745477 = -2502376.155788
  nChanged 1205
		SP:Iteration 7F (168689.540000 sec): 3 clusters
  Score: Raw -2506330.243332 + Penalty 3245.745477 = -2503084.497855
  nChanged 1110
		SP:Iteration 8F (168689.820000 sec): 3 clusters
  Score: Raw -2506934.921803 + Penalty 3245.745477 = -2503689.176326
  nChanged 988
		SP:Iteration 9Q (168690.100000 sec): 3 clusters
  Score: Raw -2507417.113309 + Penalty 3245.745477 = -2504171.367832
  nChanged 803
		SP:Iteration 10Q (168690.380000 sec): 3 clusters
  Score: Raw -2507760.992494 + Penalty 3245.745477 = -2504515.247017
  nChanged 668
		SP:Iteration 11Q (168690.660000 sec): 3 clusters
  Score: Raw -2508023.238536 + Penalty 3245.745477 = -2504777.493059
  nChanged 579
		SP:Iteration 12Q (168690.930000 sec): 3 clusters
  Score: Raw -2508235.983678 + Penalty 3245.745477 = -2504990.238201
  nChanged 488
		SP:Iteration 13Q (168691.170000 sec): 3 clusters
  Score: Raw -2508400.294249 + Penalty 3245.745477 = -2505154.548772
  nChanged 396
		SP:Iteration 14Q (168691.450000 sec): 3 clusters
  Score: Raw -2508504.552177 + Penalty 3245.745477 = -2505258.806700
  nChanged 312
		SP:Iteration 15Q (168691.730000 sec): 3 clusters
  Score: Raw -2508579.114577 + Penalty 3245.745477 = -2505333.369100
  nChanged 265
		SP:Iteration 16Q (168692.010000 sec): 3 clusters
  Score: Raw -2508639.959307 + Penalty 3245.745477 = -2505394.213829
  nChanged 241
		SP:Iteration 17Q (168692.290000 sec): 3 clusters
  Score: Raw -2508695.393272 + Penalty 3245.745477 = -2505449.647795
  nChanged 226
		SP:Iteration 18Q (168692.560000 sec): 3 clusters
  Score: Raw -2508750.791254 + Penalty 3245.745477 = -2505505.045776
  nChanged 237
		SP:Iteration 19Q (168692.830000 sec): 3 clusters
  Score: Raw -2508819.926957 + Penalty 3245.745477 = -2505574.181480
  nChanged 240
		SP:Iteration 20F (168693.110000 sec): 3 clusters
  Score: Raw -2508893.318421 + Penalty 3245.745477 = -2505647.572944
  nChanged 252
		SP:Iteration 21Q (168693.390000 sec): 3 clusters
  Score: Raw -2508976.599661 + Penalty 3245.745477 = -2505730.854184
  nChanged 266
		SP:Iteration 22Q (168693.620000 sec): 3 clusters
  Score: Raw -2509057.451847 + Penalty 3245.745477 = -2505811.706370
  nChanged 244
		SP:Iteration 23Q (168693.900000 sec): 3 clusters
  Score: Raw -2509125.865423 + Penalty 3245.745477 = -2505880.119946
  nChanged 239
		SP:Iteration 24Q (168694.170000 sec): 3 clusters
  Score: Raw -2509189.417147 + Penalty 3245.745477 = -2505943.671669
  nChanged 217
		SP:Iteration 25Q (168694.430000 sec): 3 clusters
  Score: Raw -2509244.654698 + Penalty 3245.745477 = -2505998.909220
  nChanged 214
		SP:Iteration 26Q (168694.710000 sec): 3 clusters
  Score: Raw -2509296.485983 + Penalty 3245.745477 = -2506050.740506
  nChanged 207
		SP:Iteration 27Q (168694.980000 sec): 3 clusters
  Score: Raw -2509344.580255 + Penalty 3245.745477 = -2506098.834778
  nChanged 210
		SP:Iteration 28Q (168695.230000 sec): 3 clusters
  Score: Raw -2509393.415998 + Penalty 3245.745477 = -2506147.670521
  nChanged 207
		SP:Iteration 29Q (168695.470000 sec): 3 clusters
  Score: Raw -2509440.930305 + Penalty 3245.745477 = -2506195.184828
  nChanged 205
		SP:Iteration 30Q (168695.720000 sec): 3 clusters
  Score: Raw -2509488.989948 + Penalty 3245.745477 = -2506243.244471
  nChanged 217
		SP:Iteration 31Q (168695.950000 sec): 3 clusters
  Score: Raw -2509541.340704 + Penalty 3245.745477 = -2506295.595227
  nChanged 211
		SP:Iteration 32Q (168696.230000 sec): 3 clusters
  Score: Raw -2509590.774533 + Penalty 3245.745477 = -2506345.029056
  nChanged 189
		SP:Iteration 33Q (168696.500000 sec): 3 clusters
  Score: Raw -2509635.919699 + Penalty 3245.745477 = -2506390.174221
  nChanged 176
		SP:Iteration 34Q (168696.770000 sec): 3 clusters
  Score: Raw -2509673.139957 + Penalty 3245.745477 = -2506427.394479
  nChanged 159
		SP:Iteration 35Q (168697.040000 sec): 3 clusters
  Score: Raw -2509707.995033 + Penalty 3245.745477 = -2506462.249555
  nChanged 165
		SP:Iteration 36Q (168697.310000 sec): 3 clusters
  Score: Raw -2509741.799176 + Penalty 3245.745477 = -2506496.053699
  nChanged 153
		SP:Iteration 37Q (168697.580000 sec): 3 clusters
  Score: Raw -2509775.537309 + Penalty 3245.745477 = -2506529.791832
  nChanged 155
		SP:Iteration 38Q (168697.850000 sec): 3 clusters
  Score: Raw -2509810.987993 + Penalty 3245.745477 = -2506565.242516
  nChanged 156
		SP:Iteration 39Q (168698.120000 sec): 3 clusters
  Score: Raw -2509845.396220 + Penalty 3245.745477 = -2506599.650743
  nChanged 144
		SP:Iteration 40F (168698.400000 sec): 3 clusters
  Score: Raw -2509878.635426 + Penalty 3245.745477 = -2506632.889949
  nChanged 140
		SP:Iteration 41Q (168698.680000 sec): 3 clusters
  Score: Raw -2509910.566832 + Penalty 3245.745477 = -2506664.821355
  nChanged 122
		SP:Iteration 42Q (168698.950000 sec): 3 clusters
  Score: Raw -2509935.578630 + Penalty 3245.745477 = -2506689.833153
  nChanged 116
		SP:Iteration 43Q (168699.210000 sec): 3 clusters
  Score: Raw -2509957.802281 + Penalty 3245.745477 = -2506712.056804
  nChanged 106
		SP:Iteration 44Q (168699.480000 sec): 3 clusters
  Score: Raw -2509977.029838 + Penalty 3245.745477 = -2506731.284361
  nChanged 94
		SP:Iteration 45Q (168699.750000 sec): 3 clusters
  Score: Raw -2509996.592158 + Penalty 3245.745477 = -2506750.846681
  nChanged 105
		SP:Iteration 46Q (168700.020000 sec): 3 clusters
  Score: Raw -2510018.804935 + Penalty 3245.745477 = -2506773.059457
  nChanged 106
		SP:Iteration 47Q (168700.270000 sec): 3 clusters
  Score: Raw -2510039.355618 + Penalty 3245.745477 = -2506793.610141
  nChanged 95
		SP:Iteration 48Q (168700.500000 sec): 3 clusters
  Score: Raw -2510060.116010 + Penalty 3245.745477 = -2506814.370533
  nChanged 92
		SP:Iteration 49Q (168700.760000 sec): 3 clusters
  Score: Raw -2510082.353023 + Penalty 3245.745477 = -2506836.607545
  nChanged 93
		SP:Iteration 50Q (168700.980000 sec): 3 clusters
  Score: Raw -2510101.829132 + Penalty 3245.745477 = -2506856.083654
  nChanged 83
		SP:Iteration 51Q (168701.250000 sec): 3 clusters
  Score: Raw -2510119.120851 + Penalty 3245.745477 = -2506873.375374
  nChanged 71
		SP:Iteration 52Q (168701.510000 sec): 3 clusters
  Score: Raw -2510130.882623 + Penalty 3245.745477 = -2506885.137146
  nChanged 49
		SP:Iteration 53Q (168701.770000 sec): 3 clusters
  Score: Raw -2510139.005918 + Penalty 3245.745477 = -2506893.260441
  nChanged 46
		SP:Iteration 54Q (168702.010000 sec): 3 clusters
  Score: Raw -2510146.685934 + Penalty 3245.745477 = -2506900.940457
  nChanged 52
		SP:Iteration 55Q (168702.240000 sec): 3 clusters
  Score: Raw -2510154.678278 + Penalty 3245.745477 = -2506908.932800
  nChanged 40
		SP:Iteration 56Q (168702.460000 sec): 3 clusters
  Score: Raw -2510160.386964 + Penalty 3245.745477 = -2506914.641487
  nChanged 37
		SP:Iteration 57Q (168702.730000 sec): 3 clusters
  Score: Raw -2510166.598391 + Penalty 3245.745477 = -2506920.852914
  nChanged 42
		SP:Iteration 58Q (168702.980000 sec): 3 clusters
  Score: Raw -2510174.541827 + Penalty 3245.745477 = -2506928.796350
  nChanged 41
		SP:Iteration 59Q (168703.210000 sec): 3 clusters
  Score: Raw -2510183.691721 + Penalty 3245.745477 = -2506937.946244
  nChanged 40
		SP:Iteration 60F (168703.470000 sec): 3 clusters
  Score: Raw -2510190.974123 + Penalty 3245.745477 = -2506945.228646
  nChanged 45
		SP:Iteration 61Q (168703.700000 sec): 3 clusters
  Score: Raw -2510198.996107 + Penalty 3245.745477 = -2506953.250630
  nChanged 40
		SP:Iteration 62Q (168703.960000 sec): 3 clusters
  Score: Raw -2510207.344235 + Penalty 3245.745477 = -2506961.598758
  nChanged 37
		SP:Iteration 63Q (168704.230000 sec): 3 clusters
  Score: Raw -2510213.996323 + Penalty 3245.745477 = -2506968.250845
  nChanged 33
		SP:Iteration 64Q (168704.490000 sec): 3 clusters
  Score: Raw -2510219.680659 + Penalty 3245.745477 = -2506973.935182
  nChanged 36
		SP:Iteration 65Q (168704.760000 sec): 3 clusters
  Score: Raw -2510224.126031 + Penalty 3245.745477 = -2506978.380553
  nChanged 32
		SP:Iteration 66Q (168704.990000 sec): 3 clusters
  Score: Raw -2510229.711334 + Penalty 3245.745477 = -2506983.965857
  nChanged 28
		SP:Iteration 67Q (168705.230000 sec): 3 clusters
  Score: Raw -2510233.983536 + Penalty 3245.745477 = -2506988.238059
  nChanged 24
		SP:Iteration 68Q (168705.460000 sec): 3 clusters
  Score: Raw -2510238.847405 + Penalty 3245.745477 = -2506993.101928
  nChanged 22
		SP:Iteration 69Q (168705.730000 sec): 3 clusters
  Score: Raw -2510242.387373 + Penalty 3245.745477 = -2506996.641895
  nChanged 21
		SP:Iteration 70Q (168705.980000 sec): 3 clusters
  Score: Raw -2510246.081649 + Penalty 3245.745477 = -2507000.336171
  nChanged 22
		SP:Iteration 71Q (168706.210000 sec): 3 clusters
  Score: Raw -2510249.824560 + Penalty 3245.745477 = -2507004.079082
  nChanged 14
		SP:Iteration 72Q (168706.460000 sec): 3 clusters
  Score: Raw -2510252.766872 + Penalty 3245.745477 = -2507007.021394
  nChanged 17
		SP:Iteration 73Q (168706.680000 sec): 3 clusters
  Score: Raw -2510255.184591 + Penalty 3245.745477 = -2507009.439114
  nChanged 12
		SP:Iteration 74Q (168706.930000 sec): 3 clusters
  Score: Raw -2510256.882384 + Penalty 3245.745477 = -2507011.136907
  nChanged 12
		SP:Iteration 75Q (168707.160000 sec): 3 clusters
  Score: Raw -2510258.618353 + Penalty 3245.745477 = -2507012.872875
  nChanged 8
		SP:Iteration 76Q (168707.410000 sec): 3 clusters
  Score: Raw -2510259.476309 + Penalty 3245.745477 = -2507013.730832
  nChanged 11
		SP:Iteration 77Q (168707.640000 sec): 3 clusters
  Score: Raw -2510260.747140 + Penalty 3245.745477 = -2507015.001663
  nChanged 10
		SP:Iteration 78Q (168707.900000 sec): 3 clusters
  Score: Raw -2510261.720181 + Penalty 3245.745477 = -2507015.974704
  nChanged 12
		SP:Iteration 79Q (168708.170000 sec): 3 clusters
  Score: Raw -2510263.101314 + Penalty 3245.745477 = -2507017.355836
  nChanged 10
		SP:Iteration 80F (168708.440000 sec): 3 clusters
  Score: Raw -2510264.142530 + Penalty 3245.745477 = -2507018.397053
  nChanged 7
		SP:Iteration 81Q (168708.710000 sec): 3 clusters
  Score: Raw -2510265.065320 + Penalty 3245.745477 = -2507019.319843
  nChanged 8
		SP:Iteration 82Q (168708.940000 sec): 3 clusters
  Score: Raw -2510266.282163 + Penalty 3245.745477 = -2507020.536686
  nChanged 7
		SP:Iteration 83Q (168709.180000 sec): 3 clusters
  Score: Raw -2510267.132389 + Penalty 3245.745477 = -2507021.386911
  nChanged 8
		SP:Iteration 84Q (168709.390000 sec): 3 clusters
  Score: Raw -2510268.133529 + Penalty 3245.745477 = -2507022.388051
  nChanged 7
		SP:Iteration 85Q (168709.660000 sec): 3 clusters
  Score: Raw -2510269.021090 + Penalty 3245.745477 = -2507023.275613
  nChanged 3
		SP:Iteration 86Q (168709.930000 sec): 3 clusters
  Score: Raw -2510269.360023 + Penalty 3245.745477 = -2507023.614546
  nChanged 2
		SP:Iteration 87Q (168710.150000 sec): 3 clusters
  Score: Raw -2510269.516008 + Penalty 3245.745477 = -2507023.770530
  nChanged 2
		SP:Iteration 88Q (168710.400000 sec): 3 clusters
  Score: Raw -2510269.648520 + Penalty 3245.745477 = -2507023.903043
  nChanged 1
		SP:Iteration 89Q (168710.620000 sec): 3 clusters
  Score: Raw -2510269.667033 + Penalty 3245.745477 = -2507023.921556
  nChanged 0
		SP:Iteration 90F (168710.890000 sec): 3 clusters
  Score: Raw -2510269.667033 + Penalty 3245.745477 = -2507023.921556
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 30 (38678 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (168711.210000 sec): 2 clusters
  Score: Raw -4864630.746842 + Penalty 1716.491764 = -4862914.255078
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (168711.610000 sec): 3 clusters
  Score: Raw -4840624.459866 + Penalty 3432.983529 = -4837191.476337
  nChanged 17900
		SP:Iteration 1F (168712.000000 sec): 3 clusters
  Score: Raw -4850712.828179 + Penalty 3432.983529 = -4847279.844651
  nChanged 2301
		SP:Iteration 2F (168712.390000 sec): 3 clusters
  Score: Raw -4851952.158276 + Penalty 3432.983529 = -4848519.174747
  nChanged 2871
		SP:Iteration 3F (168712.780000 sec): 3 clusters
  Score: Raw -4853907.032433 + Penalty 3432.983529 = -4850474.048905
  nChanged 3185
		SP:Iteration 4F (168713.170000 sec): 3 clusters
  Score: Raw -4856128.965720 + Penalty 3432.983529 = -4852695.982191
  nChanged 2749
		SP:Iteration 5F (168713.560000 sec): 3 clusters
  Score: Raw -4857806.716184 + Penalty 3432.983529 = -4854373.732655
  nChanged 2145
		SP:Iteration 6F (168713.950000 sec): 3 clusters
  Score: Raw -4858952.241710 + Penalty 3432.983529 = -4855519.258182
  nChanged 1658
		SP:Iteration 7Q (168714.340000 sec): 3 clusters
  Score: Raw -4859809.039852 + Penalty 3432.983529 = -4856376.056324
  nChanged 1304
		SP:Iteration 8Q (168714.730000 sec): 3 clusters
  Score: Raw -4860507.212544 + Penalty 3432.983529 = -4857074.229015
  nChanged 1129
		SP:Iteration 9Q (168715.120000 sec): 3 clusters
  Score: Raw -4861231.958140 + Penalty 3432.983529 = -4857798.974611
  nChanged 1056
		SP:Iteration 10Q (168715.510000 sec): 3 clusters
  Score: Raw -4862061.898698 + Penalty 3432.983529 = -4858628.915169
  nChanged 915
		SP:Iteration 11Q (168715.900000 sec): 3 clusters
  Score: Raw -4862897.457687 + Penalty 3432.983529 = -4859464.474158
  nChanged 741
		SP:Iteration 12Q (168716.270000 sec): 3 clusters
  Score: Raw -4863640.411091 + Penalty 3432.983529 = -4860207.427562
  nChanged 614
		SP:Iteration 13Q (168716.660000 sec): 3 clusters
  Score: Raw -4864205.424707 + Penalty 3432.983529 = -4860772.441179
  nChanged 433
		SP:Iteration 14Q (168717.040000 sec): 3 clusters
  Score: Raw -4864530.905860 + Penalty 3432.983529 = -4861097.922331
  nChanged 284
		SP:Iteration 15Q (168717.420000 sec): 3 clusters
  Score: Raw -4864686.914376 + Penalty 3432.983529 = -4861253.930847
  nChanged 175
		SP:Iteration 16Q (168717.810000 sec): 3 clusters
  Score: Raw -4864760.036483 + Penalty 3432.983529 = -4861327.052954
  nChanged 107
		SP:Iteration 17Q (168718.190000 sec): 3 clusters
  Score: Raw -4864794.537280 + Penalty 3432.983529 = -4861361.553751
  nChanged 74
		SP:Iteration 18Q (168718.530000 sec): 3 clusters
  Score: Raw -4864812.207581 + Penalty 3432.983529 = -4861379.224052
  nChanged 60
		SP:Iteration 19Q (168718.890000 sec): 3 clusters
  Score: Raw -4864826.193210 + Penalty 3432.983529 = -4861393.209682
  nChanged 59
		SP:Iteration 20F (168719.280000 sec): 3 clusters
  Score: Raw -4864843.131137 + Penalty 3432.983529 = -4861410.147608
  nChanged 51
		SP:Iteration 21Q (168719.650000 sec): 3 clusters
  Score: Raw -4864861.235788 + Penalty 3432.983529 = -4861428.252259
  nChanged 54
		SP:Iteration 22Q (168720.030000 sec): 3 clusters
  Score: Raw -4864874.410218 + Penalty 3432.983529 = -4861441.426690
  nChanged 41
		SP:Iteration 23Q (168720.420000 sec): 3 clusters
  Score: Raw -4864883.867800 + Penalty 3432.983529 = -4861450.884271
  nChanged 32
		SP:Iteration 24Q (168720.800000 sec): 3 clusters
  Score: Raw -4864892.502402 + Penalty 3432.983529 = -4861459.518873
  nChanged 34
		SP:Iteration 25Q (168721.190000 sec): 3 clusters
  Score: Raw -4864900.654834 + Penalty 3432.983529 = -4861467.671306
  nChanged 27
		SP:Iteration 26Q (168721.570000 sec): 3 clusters
  Score: Raw -4864906.247620 + Penalty 3432.983529 = -4861473.264091
  nChanged 26
		SP:Iteration 27Q (168721.910000 sec): 3 clusters
  Score: Raw -4864910.738520 + Penalty 3432.983529 = -4861477.754992
  nChanged 21
		SP:Iteration 28Q (168722.270000 sec): 3 clusters
  Score: Raw -4864914.390853 + Penalty 3432.983529 = -4861481.407324
  nChanged 23
		SP:Iteration 29Q (168722.630000 sec): 3 clusters
  Score: Raw -4864918.191132 + Penalty 3432.983529 = -4861485.207603
  nChanged 18
		SP:Iteration 30Q (168723.020000 sec): 3 clusters
  Score: Raw -4864921.593411 + Penalty 3432.983529 = -4861488.609882
  nChanged 13
		SP:Iteration 31Q (168723.410000 sec): 3 clusters
  Score: Raw -4864924.371289 + Penalty 3432.983529 = -4861491.387761
  nChanged 15
		SP:Iteration 32Q (168723.790000 sec): 3 clusters
  Score: Raw -4864927.484003 + Penalty 3432.983529 = -4861494.500475
  nChanged 22
		SP:Iteration 33Q (168724.170000 sec): 3 clusters
  Score: Raw -4864932.332389 + Penalty 3432.983529 = -4861499.348861
  nChanged 23
		SP:Iteration 34Q (168724.560000 sec): 3 clusters
  Score: Raw -4864937.155255 + Penalty 3432.983529 = -4861504.171726
  nChanged 22
		SP:Iteration 35Q (168724.910000 sec): 3 clusters
  Score: Raw -4864940.399270 + Penalty 3432.983529 = -4861507.415742
  nChanged 19
		SP:Iteration 36Q (168725.270000 sec): 3 clusters
  Score: Raw -4864943.039557 + Penalty 3432.983529 = -4861510.056028
  nChanged 10
		SP:Iteration 37Q (168725.640000 sec): 3 clusters
  Score: Raw -4864944.532376 + Penalty 3432.983529 = -4861511.548847
  nChanged 8
		SP:Iteration 38Q (168726.020000 sec): 3 clusters
  Score: Raw -4864945.595401 + Penalty 3432.983529 = -4861512.611873
  nChanged 4
		SP:Iteration 39Q (168726.400000 sec): 3 clusters
  Score: Raw -4864946.596116 + Penalty 3432.983529 = -4861513.612587
  nChanged 4
		SP:Iteration 40F (168726.820000 sec): 3 clusters
  Score: Raw -4864946.969069 + Penalty 3432.983529 = -4861513.985540
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 31 (13701 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (168726.960000 sec): 2 clusters
  Score: Raw -1679146.933021 + Penalty 1547.848917 = -1677599.084104
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (168727.150000 sec): 3 clusters
  Score: Raw -1671132.870870 + Penalty 3095.697833 = -1668037.173037
  nChanged 6144
		SP:Iteration 1F (168727.360000 sec): 3 clusters
  Score: Raw -1674597.173373 + Penalty 3095.697833 = -1671501.475540
  nChanged 866
		SP:Iteration 2F (168727.530000 sec): 3 clusters
  Score: Raw -1675026.974215 + Penalty 3095.697833 = -1671931.276382
  nChanged 798
		SP:Iteration 3F (168727.740000 sec): 3 clusters
  Score: Raw -1675478.207566 + Penalty 3095.697833 = -1672382.509733
  nChanged 796
		SP:Iteration 4F (168727.940000 sec): 3 clusters
  Score: Raw -1676004.868030 + Penalty 3095.697833 = -1672909.170197
  nChanged 875
		SP:Iteration 5F (168728.120000 sec): 3 clusters
  Score: Raw -1676665.962753 + Penalty 3095.697833 = -1673570.264920
  nChanged 933
		SP:Iteration 6F (168728.300000 sec): 3 clusters
  Score: Raw -1677399.701963 + Penalty 3095.697833 = -1674304.004130
  nChanged 835
		SP:Iteration 7F (168728.510000 sec): 3 clusters
  Score: Raw -1678048.551771 + Penalty 3095.697833 = -1674952.853938
  nChanged 633
		SP:Iteration 8Q (168728.720000 sec): 3 clusters
  Score: Raw -1678598.707018 + Penalty 3095.697833 = -1675503.009185
  nChanged 481
		SP:Iteration 9Q (168728.920000 sec): 3 clusters
  Score: Raw -1679072.577028 + Penalty 3095.697833 = -1675976.879195
  nChanged 374
		SP:Iteration 10Q (168729.130000 sec): 3 clusters
  Score: Raw -1679411.628330 + Penalty 3095.697833 = -1676315.930497
  nChanged 232
		SP:Iteration 11Q (168729.320000 sec): 3 clusters
  Score: Raw -1679576.148742 + Penalty 3095.697833 = -1676480.450909
  nChanged 148
		SP:Iteration 12Q (168729.500000 sec): 3 clusters
  Score: Raw -1679662.961079 + Penalty 3095.697833 = -1676567.263245
  nChanged 95
		SP:Iteration 13Q (168729.660000 sec): 3 clusters
  Score: Raw -1679703.078624 + Penalty 3095.697833 = -1676607.380791
  nChanged 69
		SP:Iteration 14Q (168729.860000 sec): 3 clusters
  Score: Raw -1679724.264223 + Penalty 3095.697833 = -1676628.566390
  nChanged 55
		SP:Iteration 15Q (168730.030000 sec): 3 clusters
  Score: Raw -1679738.014039 + Penalty 3095.697833 = -1676642.316206
  nChanged 37
		SP:Iteration 16Q (168730.200000 sec): 3 clusters
  Score: Raw -1679745.537001 + Penalty 3095.697833 = -1676649.839168
  nChanged 20
		SP:Iteration 17Q (168730.390000 sec): 3 clusters
  Score: Raw -1679748.999555 + Penalty 3095.697833 = -1676653.301722
  nChanged 15
		SP:Iteration 18Q (168730.570000 sec): 3 clusters
  Score: Raw -1679751.419012 + Penalty 3095.697833 = -1676655.721179
  nChanged 12
		SP:Iteration 19Q (168730.760000 sec): 3 clusters
  Score: Raw -1679753.390718 + Penalty 3095.697833 = -1676657.692885
  nChanged 11
		SP:Iteration 20F (168730.960000 sec): 3 clusters
  Score: Raw -1679754.544625 + Penalty 3095.697833 = -1676658.846792
  nChanged 6
		SP:Iteration 21Q (168731.120000 sec): 3 clusters
  Score: Raw -1679755.188609 + Penalty 3095.697833 = -1676659.490776
  nChanged 1
		SP:Iteration 22Q (168731.290000 sec): 3 clusters
  Score: Raw -1679755.299452 + Penalty 3095.697833 = -1676659.601619
  nChanged 5
		SP:Iteration 23Q (168731.460000 sec): 3 clusters
  Score: Raw -1679755.976059 + Penalty 3095.697833 = -1676660.278226
  nChanged 9
		SP:Iteration 24Q (168731.660000 sec): 3 clusters
  Score: Raw -1679757.070806 + Penalty 3095.697833 = -1676661.372973
  nChanged 9
		SP:Iteration 25Q (168731.820000 sec): 3 clusters
  Score: Raw -1679759.170692 + Penalty 3095.697833 = -1676663.472858
  nChanged 14
		SP:Iteration 26Q (168732.000000 sec): 3 clusters
  Score: Raw -1679761.025780 + Penalty 3095.697833 = -1676665.327947
  nChanged 11
		SP:Iteration 27Q (168732.180000 sec): 3 clusters
  Score: Raw -1679762.093929 + Penalty 3095.697833 = -1676666.396096
  nChanged 8
		SP:Iteration 28Q (168732.350000 sec): 3 clusters
  Score: Raw -1679763.188582 + Penalty 3095.697833 = -1676667.490749
  nChanged 6
		SP:Iteration 29Q (168732.520000 sec): 3 clusters
  Score: Raw -1679764.042977 + Penalty 3095.697833 = -1676668.345144
  nChanged 7
		SP:Iteration 30Q (168732.710000 sec): 3 clusters
  Score: Raw -1679764.993357 + Penalty 3095.697833 = -1676669.295524
  nChanged 6
		SP:Iteration 31Q (168732.880000 sec): 3 clusters
  Score: Raw -1679765.719003 + Penalty 3095.697833 = -1676670.021170
  nChanged 3
		SP:Iteration 32Q (168733.060000 sec): 3 clusters
  Score: Raw -1679766.229683 + Penalty 3095.697833 = -1676670.531850
  nChanged 5
		SP:Iteration 33Q (168733.220000 sec): 3 clusters
  Score: Raw -1679766.847343 + Penalty 3095.697833 = -1676671.149510
  nChanged 2
		SP:Iteration 34Q (168733.390000 sec): 3 clusters
  Score: Raw -1679766.985511 + Penalty 3095.697833 = -1676671.287678
  nChanged 1
		SP:Iteration 35Q (168733.580000 sec): 3 clusters
  Score: Raw -1679767.040618 + Penalty 3095.697833 = -1676671.342785
  nChanged 1
		SP:Iteration 36Q (168733.740000 sec): 3 clusters
  Score: Raw -1679767.149161 + Penalty 3095.697833 = -1676671.451328
  nChanged 1
		SP:Iteration 37Q (168733.900000 sec): 3 clusters
  Score: Raw -1679767.278970 + Penalty 3095.697833 = -1676671.581137
  nChanged 3
		SP:Iteration 38Q (168734.090000 sec): 3 clusters
  Score: Raw -1679767.796521 + Penalty 3095.697833 = -1676672.098688
  nChanged 2
		SP:Iteration 39Q (168734.250000 sec): 3 clusters
  Score: Raw -1679767.985273 + Penalty 3095.697833 = -1676672.287440
  nChanged 2
		SP:Iteration 40F (168734.430000 sec): 3 clusters
  Score: Raw -1679768.232255 + Penalty 3095.697833 = -1676672.534422
  nChanged 3
		SP:Iteration 41Q (168734.600000 sec): 3 clusters
  Score: Raw -1679768.479850 + Penalty 3095.697833 = -1676672.782017
  nChanged 2
		SP:Iteration 42Q (168734.820000 sec): 3 clusters
  Score: Raw -1679768.901112 + Penalty 3095.697833 = -1676673.203279
  nChanged 1
		SP:Iteration 43Q (168735.020000 sec): 3 clusters
  Score: Raw -1679769.090793 + Penalty 3095.697833 = -1676673.392960
  nChanged 1
		SP:Iteration 44Q (168735.210000 sec): 3 clusters
  Score: Raw -1679769.194795 + Penalty 3095.697833 = -1676673.496961
  nChanged 0
		SP:Iteration 45F (168735.400000 sec): 3 clusters
  Score: Raw -1679769.194795 + Penalty 3095.697833 = -1676673.496961
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 32 (6093 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (168735.500000 sec): 2 clusters
  Score: Raw -789067.168475 + Penalty 1416.170576 = -787650.997900
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (168735.640000 sec): 3 clusters
  Score: Raw -785718.359678 + Penalty 2832.341151 = -782886.018527
  nChanged 2562
		SP:Iteration 1F (168735.740000 sec): 3 clusters
  Score: Raw -787103.053363 + Penalty 2832.341151 = -784270.712212
  nChanged 391
		SP:Iteration 2F (168735.840000 sec): 3 clusters
  Score: Raw -787265.231436 + Penalty 2832.341151 = -784432.890285
  nChanged 282
		SP:Iteration 3Q (168735.940000 sec): 3 clusters
  Score: Raw -787385.375032 + Penalty 2832.341151 = -784553.033880
  nChanged 233
		SP:Iteration 4Q (168736.040000 sec): 3 clusters
  Score: Raw -787472.063224 + Penalty 2832.341151 = -784639.722073
  nChanged 183
		SP:Iteration 5Q (168736.140000 sec): 3 clusters
  Score: Raw -787538.464608 + Penalty 2832.341151 = -784706.123456
  nChanged 139
		SP:Iteration 6Q (168736.240000 sec): 3 clusters
  Score: Raw -787582.387988 + Penalty 2832.341151 = -784750.046836
  nChanged 130
		SP:Iteration 7Q (168736.340000 sec): 3 clusters
  Score: Raw -787622.036612 + Penalty 2832.341151 = -784789.695460
  nChanged 116
		SP:Iteration 8Q (168736.440000 sec): 3 clusters
  Score: Raw -787657.245558 + Penalty 2832.341151 = -784824.904406
  nChanged 96
		SP:Iteration 9Q (168736.540000 sec): 3 clusters
  Score: Raw -787684.781232 + Penalty 2832.341151 = -784852.440081
  nChanged 91
		SP:Iteration 10Q (168736.640000 sec): 3 clusters
  Score: Raw -787710.258256 + Penalty 2832.341151 = -784877.917105
  nChanged 82
		SP:Iteration 11Q (168736.740000 sec): 3 clusters
  Score: Raw -787736.926574 + Penalty 2832.341151 = -784904.585423
  nChanged 82
		SP:Iteration 12Q (168736.840000 sec): 3 clusters
  Score: Raw -787762.998821 + Penalty 2832.341151 = -784930.657669
  nChanged 84
		SP:Iteration 13Q (168736.940000 sec): 3 clusters
  Score: Raw -787787.183802 + Penalty 2832.341151 = -784954.842650
  nChanged 71
		SP:Iteration 14Q (168737.040000 sec): 3 clusters
  Score: Raw -787811.694857 + Penalty 2832.341151 = -784979.353706
  nChanged 81
		SP:Iteration 15Q (168737.140000 sec): 3 clusters
  Score: Raw -787838.000484 + Penalty 2832.341151 = -785005.659332
  nChanged 70
		SP:Iteration 16Q (168737.240000 sec): 3 clusters
  Score: Raw -787864.259619 + Penalty 2832.341151 = -785031.918468
  nChanged 83
		SP:Iteration 17Q (168737.340000 sec): 3 clusters
  Score: Raw -787893.840352 + Penalty 2832.341151 = -785061.499201
  nChanged 95
		SP:Iteration 18Q (168737.440000 sec): 3 clusters
  Score: Raw -787928.098033 + Penalty 2832.341151 = -785095.756882
  nChanged 98
		SP:Iteration 19Q (168737.540000 sec): 3 clusters
  Score: Raw -787964.481499 + Penalty 2832.341151 = -785132.140348
  nChanged 109
		SP:Iteration 20F (168737.640000 sec): 3 clusters
  Score: Raw -788009.663447 + Penalty 2832.341151 = -785177.322296
  nChanged 127
		SP:Iteration 21Q (168737.740000 sec): 3 clusters
  Score: Raw -788069.538677 + Penalty 2832.341151 = -785237.197525
  nChanged 153
		SP:Iteration 22Q (168737.840000 sec): 3 clusters
  Score: Raw -788137.873818 + Penalty 2832.341151 = -785305.532667
  nChanged 142
		SP:Iteration 23Q (168737.940000 sec): 3 clusters
  Score: Raw -788210.636598 + Penalty 2832.341151 = -785378.295446
  nChanged 138
		SP:Iteration 24Q (168738.030000 sec): 3 clusters
  Score: Raw -788282.675691 + Penalty 2832.341151 = -785450.334539
  nChanged 167
		SP:Iteration 25Q (168738.130000 sec): 3 clusters
  Score: Raw -788376.014425 + Penalty 2832.341151 = -785543.673274
  nChanged 167
		SP:Iteration 26Q (168738.230000 sec): 3 clusters
  Score: Raw -788496.069538 + Penalty 2832.341151 = -785663.728387
  nChanged 159
		SP:Iteration 27Q (168738.320000 sec): 3 clusters
  Score: Raw -788611.622767 + Penalty 2832.341151 = -785779.281615
  nChanged 159
		SP:Iteration 28Q (168738.420000 sec): 3 clusters
  Score: Raw -788728.435085 + Penalty 2832.341151 = -785896.093934
  nChanged 137
		SP:Iteration 29Q (168738.520000 sec): 3 clusters
  Score: Raw -788825.412336 + Penalty 2832.341151 = -785993.071184
  nChanged 111
		SP:Iteration 30Q (168738.610000 sec): 3 clusters
  Score: Raw -788899.230904 + Penalty 2832.341151 = -786066.889752
  nChanged 84
		SP:Iteration 31Q (168738.700000 sec): 3 clusters
  Score: Raw -788961.562408 + Penalty 2832.341151 = -786129.221257
  nChanged 58
		SP:Iteration 32Q (168738.800000 sec): 3 clusters
  Score: Raw -789008.052313 + Penalty 2832.341151 = -786175.711162
  nChanged 46
		SP:Iteration 33Q (168738.890000 sec): 3 clusters
  Score: Raw -789043.310068 + Penalty 2832.341151 = -786210.968917
  nChanged 42
		SP:Iteration 34Q (168738.990000 sec): 3 clusters
  Score: Raw -789080.526878 + Penalty 2832.341151 = -786248.185727
  nChanged 32
		SP:Iteration 35Q (168739.080000 sec): 3 clusters
  Score: Raw -789105.044380 + Penalty 2832.341151 = -786272.703229
  nChanged 31
		SP:Iteration 36Q (168739.180000 sec): 3 clusters
  Score: Raw -789126.389530 + Penalty 2832.341151 = -786294.048378
  nChanged 21
		SP:Iteration 37Q (168739.270000 sec): 3 clusters
  Score: Raw -789145.434157 + Penalty 2832.341151 = -786313.093006
  nChanged 20
		SP:Iteration 38Q (168739.360000 sec): 3 clusters
  Score: Raw -789159.580836 + Penalty 2832.341151 = -786327.239685
  nChanged 12
		SP:Iteration 39Q (168739.460000 sec): 3 clusters
  Score: Raw -789171.063257 + Penalty 2832.341151 = -786338.722106
  nChanged 15
		SP:Iteration 40F (168739.560000 sec): 3 clusters
  Score: Raw -789184.968194 + Penalty 2832.341151 = -786352.627043
  nChanged 11
		SP:Iteration 41Q (168739.640000 sec): 3 clusters
  Score: Raw -789200.877225 + Penalty 2832.341151 = -786368.536074
  nChanged 16
		SP:Iteration 42Q (168739.740000 sec): 3 clusters
  Score: Raw -789217.675329 + Penalty 2832.341151 = -786385.334177
  nChanged 14
		SP:Iteration 43Q (168739.830000 sec): 3 clusters
  Score: Raw -789229.408908 + Penalty 2832.341151 = -786397.067756
  nChanged 10
		SP:Iteration 44Q (168739.920000 sec): 3 clusters
  Score: Raw -789238.332095 + Penalty 2832.341151 = -786405.990943
  nChanged 9
		SP:Iteration 45Q (168740.020000 sec): 3 clusters
  Score: Raw -789248.011787 + Penalty 2832.341151 = -786415.670636
  nChanged 2
		SP:Iteration 46Q (168740.110000 sec): 3 clusters
  Score: Raw -789251.181462 + Penalty 2832.341151 = -786418.840311
  nChanged 5
		SP:Iteration 47Q (168740.200000 sec): 3 clusters
  Score: Raw -789257.976696 + Penalty 2832.341151 = -786425.635544
  nChanged 8
		SP:Iteration 48Q (168740.290000 sec): 3 clusters
  Score: Raw -789268.947247 + Penalty 2832.341151 = -786436.606096
  nChanged 8
		SP:Iteration 49Q (168740.380000 sec): 3 clusters
  Score: Raw -789275.227905 + Penalty 2832.341151 = -786442.886754
  nChanged 4
		SP:Iteration 50Q (168740.470000 sec): 3 clusters
  Score: Raw -789279.990666 + Penalty 2832.341151 = -786447.649515
  nChanged 4
		SP:Iteration 51Q (168740.560000 sec): 3 clusters
  Score: Raw -789284.830715 + Penalty 2832.341151 = -786452.489563
  nChanged 6
		SP:Iteration 52Q (168740.660000 sec): 3 clusters
  Score: Raw -789292.474829 + Penalty 2832.341151 = -786460.133678
  nChanged 4
		SP:Iteration 53Q (168740.750000 sec): 3 clusters
  Score: Raw -789296.793772 + Penalty 2832.341151 = -786464.452621
  nChanged 4
		SP:Iteration 54Q (168740.840000 sec): 3 clusters
  Score: Raw -789303.145154 + Penalty 2832.341151 = -786470.804003
  nChanged 8
		SP:Iteration 55Q (168740.930000 sec): 3 clusters
  Score: Raw -789312.392734 + Penalty 2832.341151 = -786480.051583
  nChanged 3
		SP:Iteration 56Q (168741.020000 sec): 3 clusters
  Score: Raw -789316.297142 + Penalty 2832.341151 = -786483.955990
  nChanged 0
		SP:Iteration 57F (168741.120000 sec): 3 clusters
  Score: Raw -789316.297142 + Penalty 2832.341151 = -786483.955990
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 33 (960 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (168741.180000 sec): 2 clusters
  Score: Raw -107701.645984 + Penalty 1115.876659 = -106585.769325
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (168741.190000 sec): 3 clusters
  Score: Raw -107446.697056 + Penalty 2231.753317 = -105214.943738
  nChanged 292
		SP:Iteration 1F (168741.220000 sec): 3 clusters
  Score: Raw -107799.510191 + Penalty 2231.753317 = -105567.756873
  nChanged 90
		SP:Iteration 2F (168741.230000 sec): 3 clusters
  Score: Raw -107976.297414 + Penalty 2231.753317 = -105744.544096
  nChanged 62
		SP:Iteration 3F (168741.250000 sec): 3 clusters
  Score: Raw -108127.775827 + Penalty 2231.753317 = -105896.022509
  nChanged 68
		SP:Iteration 4F (168741.270000 sec): 3 clusters
  Score: Raw -108295.803514 + Penalty 2231.753317 = -106064.050196
  nChanged 44
		SP:Iteration 5Q (168741.290000 sec): 3 clusters
  Score: Raw -108405.069069 + Penalty 2231.753317 = -106173.315751
  nChanged 38
		SP:Iteration 6Q (168741.310000 sec): 3 clusters
  Score: Raw -108483.416469 + Penalty 2231.753317 = -106251.663152
  nChanged 27
		SP:Iteration 7Q (168741.330000 sec): 3 clusters
  Score: Raw -108540.503482 + Penalty 2231.753317 = -106308.750165
  nChanged 23
		SP:Iteration 8Q (168741.340000 sec): 3 clusters
  Score: Raw -108620.764490 + Penalty 2231.753317 = -106389.011173
  nChanged 15
		SP:Iteration 9Q (168741.360000 sec): 3 clusters
  Score: Raw -108692.060641 + Penalty 2231.753317 = -106460.307323
  nChanged 13
		SP:Iteration 10Q (168741.380000 sec): 3 clusters
  Score: Raw -108752.187233 + Penalty 2231.753317 = -106520.433916
  nChanged 9
		SP:Iteration 11Q (168741.400000 sec): 3 clusters
  Score: Raw -108793.913628 + Penalty 2231.753317 = -106562.160310
  nChanged 7
		SP:Iteration 12Q (168741.420000 sec): 3 clusters
  Score: Raw -108827.178610 + Penalty 2231.753317 = -106595.425293
  nChanged 10
		SP:Iteration 13Q (168741.430000 sec): 3 clusters
  Score: Raw -108865.095599 + Penalty 2231.753317 = -106633.342282
  nChanged 6
		SP:Iteration 14Q (168741.460000 sec): 3 clusters
  Score: Raw -108888.011984 + Penalty 2231.753317 = -106656.258666
  nChanged 4
		SP:Iteration 15Q (168741.470000 sec): 3 clusters
  Score: Raw -108899.472400 + Penalty 2231.753317 = -106667.719082
  nChanged 4
		SP:Iteration 16Q (168741.490000 sec): 3 clusters
  Score: Raw -108919.534139 + Penalty 2231.753317 = -106687.780821
  nChanged 8
		SP:Iteration 17Q (168741.510000 sec): 3 clusters
  Score: Raw -108968.725198 + Penalty 2231.753317 = -106736.971880
  nChanged 6
		SP:Iteration 18Q (168741.520000 sec): 3 clusters
  Score: Raw -109016.128582 + Penalty 2231.753317 = -106784.375264
  nChanged 3
		SP:Iteration 19Q (168741.540000 sec): 3 clusters
  Score: Raw -109036.777300 + Penalty 2231.753317 = -106805.023983
  nChanged 2
		SP:Iteration 20F (168741.560000 sec): 3 clusters
  Score: Raw -109038.572439 + Penalty 2231.753317 = -106806.819121
  nChanged 0
  Score: Raw -119137127.769088 + Penalty 261042.553804 = -118876085.215284

Splitting cluster 33 changes total score from -118876982.188910 to -118876085.215284

 So it's not getting split.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 34 (2431 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169112.660000 sec): 2 clusters
  Score: Raw -279570.115592 + Penalty 1266.859421 = -278303.256171
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169112.720000 sec): 3 clusters
  Score: Raw -278441.185158 + Penalty 2533.718842 = -275907.466316
  nChanged 899
		SP:Iteration 1F (169112.770000 sec): 3 clusters
  Score: Raw -279073.897541 + Penalty 2533.718842 = -276540.178700
  nChanged 241
		SP:Iteration 2F (169112.810000 sec): 3 clusters
  Score: Raw -279300.919593 + Penalty 2533.718842 = -276767.200752
  nChanged 181
		SP:Iteration 3F (169112.860000 sec): 3 clusters
  Score: Raw -279457.270509 + Penalty 2533.718842 = -276923.551667
  nChanged 116
		SP:Iteration 4Q (169112.900000 sec): 3 clusters
  Score: Raw -279549.045753 + Penalty 2533.718842 = -277015.326911
  nChanged 90
		SP:Iteration 5Q (169112.950000 sec): 3 clusters
  Score: Raw -279625.542760 + Penalty 2533.718842 = -277091.823919
  nChanged 97
		SP:Iteration 6Q (169112.990000 sec): 3 clusters
  Score: Raw -279701.611142 + Penalty 2533.718842 = -277167.892301
  nChanged 84
		SP:Iteration 7Q (169113.030000 sec): 3 clusters
  Score: Raw -279770.858806 + Penalty 2533.718842 = -277237.139964
  nChanged 82
		SP:Iteration 8Q (169113.080000 sec): 3 clusters
  Score: Raw -279859.687992 + Penalty 2533.718842 = -277325.969151
  nChanged 96
		SP:Iteration 9Q (169113.120000 sec): 3 clusters
  Score: Raw -279946.813034 + Penalty 2533.718842 = -277413.094192
  nChanged 83
		SP:Iteration 10Q (169113.170000 sec): 3 clusters
  Score: Raw -280014.768911 + Penalty 2533.718842 = -277481.050070
  nChanged 58
		SP:Iteration 11Q (169113.210000 sec): 3 clusters
  Score: Raw -280065.431567 + Penalty 2533.718842 = -277531.712726
  nChanged 48
		SP:Iteration 12Q (169113.250000 sec): 3 clusters
  Score: Raw -280107.235746 + Penalty 2533.718842 = -277573.516904
  nChanged 37
		SP:Iteration 13Q (169113.300000 sec): 3 clusters
  Score: Raw -280128.785206 + Penalty 2533.718842 = -277595.066364
  nChanged 20
		SP:Iteration 14Q (169113.340000 sec): 3 clusters
  Score: Raw -280139.767150 + Penalty 2533.718842 = -277606.048308
  nChanged 17
		SP:Iteration 15Q (169113.390000 sec): 3 clusters
  Score: Raw -280147.333749 + Penalty 2533.718842 = -277613.614908
  nChanged 13
		SP:Iteration 16Q (169113.430000 sec): 3 clusters
  Score: Raw -280157.948874 + Penalty 2533.718842 = -277624.230032
  nChanged 20
		SP:Iteration 17Q (169113.470000 sec): 3 clusters
  Score: Raw -280168.388903 + Penalty 2533.718842 = -277634.670061
  nChanged 17
		SP:Iteration 18Q (169113.520000 sec): 3 clusters
  Score: Raw -280176.807655 + Penalty 2533.718842 = -277643.088813
  nChanged 13
		SP:Iteration 19Q (169113.560000 sec): 3 clusters
  Score: Raw -280185.723687 + Penalty 2533.718842 = -277652.004845
  nChanged 17
		SP:Iteration 20F (169113.610000 sec): 3 clusters
  Score: Raw -280197.217873 + Penalty 2533.718842 = -277663.499031
  nChanged 15
		SP:Iteration 21Q (169113.650000 sec): 3 clusters
  Score: Raw -280205.286191 + Penalty 2533.718842 = -277671.567349
  nChanged 15
		SP:Iteration 22Q (169113.690000 sec): 3 clusters
  Score: Raw -280211.716456 + Penalty 2533.718842 = -277677.997615
  nChanged 10
		SP:Iteration 23Q (169113.740000 sec): 3 clusters
  Score: Raw -280216.027513 + Penalty 2533.718842 = -277682.308672
  nChanged 3
		SP:Iteration 24Q (169113.780000 sec): 3 clusters
  Score: Raw -280217.336231 + Penalty 2533.718842 = -277683.617389
  nChanged 3
		SP:Iteration 25Q (169113.830000 sec): 3 clusters
  Score: Raw -280218.834243 + Penalty 2533.718842 = -277685.115401
  nChanged 1
		SP:Iteration 26Q (169113.870000 sec): 3 clusters
  Score: Raw -280219.030872 + Penalty 2533.718842 = -277685.312030
  nChanged 0
		SP:Iteration 27F (169113.910000 sec): 3 clusters
  Score: Raw -280219.030872 + Penalty 2533.718842 = -277685.312030
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 35 (7046 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169114.010000 sec): 2 clusters
  Score: Raw -870939.726460 + Penalty 1439.784996 = -869499.941464
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169114.140000 sec): 3 clusters
  Score: Raw -867142.482977 + Penalty 2879.569992 = -864262.912985
  nChanged 2940
		SP:Iteration 1F (169114.250000 sec): 3 clusters
  Score: Raw -868696.205039 + Penalty 2879.569992 = -865816.635047
  nChanged 429
		SP:Iteration 2F (169114.370000 sec): 3 clusters
  Score: Raw -868897.674595 + Penalty 2879.569992 = -866018.104604
  nChanged 341
		SP:Iteration 3Q (169114.490000 sec): 3 clusters
  Score: Raw -869060.114796 + Penalty 2879.569992 = -866180.544805
  nChanged 325
		SP:Iteration 4Q (169114.620000 sec): 3 clusters
  Score: Raw -869234.047201 + Penalty 2879.569992 = -866354.477209
  nChanged 300
		SP:Iteration 5Q (169114.740000 sec): 3 clusters
  Score: Raw -869425.003036 + Penalty 2879.569992 = -866545.433044
  nChanged 282
		SP:Iteration 6Q (169114.870000 sec): 3 clusters
  Score: Raw -869598.763555 + Penalty 2879.569992 = -866719.193564
  nChanged 314
		SP:Iteration 7Q (169114.990000 sec): 3 clusters
  Score: Raw -869790.815522 + Penalty 2879.569992 = -866911.245530
  nChanged 322
		SP:Iteration 8Q (169115.110000 sec): 3 clusters
  Score: Raw -869995.987514 + Penalty 2879.569992 = -867116.417522
  nChanged 346
		SP:Iteration 9Q (169115.230000 sec): 3 clusters
  Score: Raw -870221.017405 + Penalty 2879.569992 = -867341.447413
  nChanged 331
		SP:Iteration 10Q (169115.360000 sec): 3 clusters
  Score: Raw -870438.522495 + Penalty 2879.569992 = -867558.952503
  nChanged 354
		SP:Iteration 11F (169115.480000 sec): 3 clusters
  Score: Raw -870666.243891 + Penalty 2879.569992 = -867786.673900
  nChanged 293
		SP:Iteration 12Q (169115.610000 sec): 3 clusters
  Score: Raw -870848.961022 + Penalty 2879.569992 = -867969.391030
  nChanged 264
		SP:Iteration 13Q (169115.730000 sec): 3 clusters
  Score: Raw -871034.555130 + Penalty 2879.569992 = -868154.985138
  nChanged 230
		SP:Iteration 14Q (169115.850000 sec): 3 clusters
  Score: Raw -871192.450441 + Penalty 2879.569992 = -868312.880449
  nChanged 189
		SP:Iteration 15Q (169115.980000 sec): 3 clusters
  Score: Raw -871343.357915 + Penalty 2879.569992 = -868463.787924
  nChanged 159
		SP:Iteration 16Q (169116.100000 sec): 3 clusters
  Score: Raw -871478.423114 + Penalty 2879.569992 = -868598.853122
  nChanged 121
		SP:Iteration 17Q (169116.230000 sec): 3 clusters
  Score: Raw -871575.534195 + Penalty 2879.569992 = -868695.964204
  nChanged 85
		SP:Iteration 18Q (169116.350000 sec): 3 clusters
  Score: Raw -871653.633087 + Penalty 2879.569992 = -868774.063095
  nChanged 86
		SP:Iteration 19Q (169116.470000 sec): 3 clusters
  Score: Raw -871730.005375 + Penalty 2879.569992 = -868850.435383
  nChanged 53
		SP:Iteration 20F (169116.590000 sec): 3 clusters
  Score: Raw -871774.486164 + Penalty 2879.569992 = -868894.916172
  nChanged 46
		SP:Iteration 21Q (169116.710000 sec): 3 clusters
  Score: Raw -871806.648434 + Penalty 2879.569992 = -868927.078442
  nChanged 23
		SP:Iteration 22Q (169116.830000 sec): 3 clusters
  Score: Raw -871821.782071 + Penalty 2879.569992 = -868942.212079
  nChanged 15
		SP:Iteration 23Q (169116.950000 sec): 3 clusters
  Score: Raw -871827.437338 + Penalty 2879.569992 = -868947.867346
  nChanged 8
		SP:Iteration 24Q (169117.070000 sec): 3 clusters
  Score: Raw -871830.309958 + Penalty 2879.569992 = -868950.739967
  nChanged 5
		SP:Iteration 25Q (169117.200000 sec): 3 clusters
  Score: Raw -871833.346129 + Penalty 2879.569992 = -868953.776138
  nChanged 4
		SP:Iteration 26Q (169117.320000 sec): 3 clusters
  Score: Raw -871835.378399 + Penalty 2879.569992 = -868955.808407
  nChanged 5
		SP:Iteration 27Q (169117.440000 sec): 3 clusters
  Score: Raw -871837.309812 + Penalty 2879.569992 = -868957.739821
  nChanged 3
		SP:Iteration 28Q (169117.560000 sec): 3 clusters
  Score: Raw -871838.907813 + Penalty 2879.569992 = -868959.337822
  nChanged 5
		SP:Iteration 29Q (169117.680000 sec): 3 clusters
  Score: Raw -871840.619630 + Penalty 2879.569992 = -868961.049639
  nChanged 5
		SP:Iteration 30Q (169117.800000 sec): 3 clusters
  Score: Raw -871841.781752 + Penalty 2879.569992 = -868962.211760
  nChanged 4
		SP:Iteration 31Q (169117.920000 sec): 3 clusters
  Score: Raw -871842.536883 + Penalty 2879.569992 = -868962.966891
  nChanged 1
		SP:Iteration 32Q (169118.040000 sec): 3 clusters
  Score: Raw -871842.725586 + Penalty 2879.569992 = -868963.155594
  nChanged 0
		SP:Iteration 33F (169118.170000 sec): 3 clusters
  Score: Raw -871842.725586 + Penalty 2879.569992 = -868963.155594
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 36 (5473 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169118.260000 sec): 2 clusters
  Score: Raw -651907.385728 + Penalty 1398.732106 = -650508.653622
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169118.390000 sec): 3 clusters
  Score: Raw -649113.506625 + Penalty 2797.464212 = -646316.042413
  nChanged 2204
		SP:Iteration 1F (169118.490000 sec): 3 clusters
  Score: Raw -650294.969400 + Penalty 2797.464212 = -647497.505188
  nChanged 380
		SP:Iteration 2F (169118.580000 sec): 3 clusters
  Score: Raw -650470.894745 + Penalty 2797.464212 = -647673.430533
  nChanged 280
		SP:Iteration 3F (169118.680000 sec): 3 clusters
  Score: Raw -650618.542662 + Penalty 2797.464212 = -647821.078450
  nChanged 240
		SP:Iteration 4Q (169118.770000 sec): 3 clusters
  Score: Raw -650735.794890 + Penalty 2797.464212 = -647938.330678
  nChanged 205
		SP:Iteration 5Q (169118.860000 sec): 3 clusters
  Score: Raw -650825.840338 + Penalty 2797.464212 = -648028.376126
  nChanged 184
		SP:Iteration 6Q (169118.960000 sec): 3 clusters
  Score: Raw -650915.113939 + Penalty 2797.464212 = -648117.649727
  nChanged 177
		SP:Iteration 7Q (169119.050000 sec): 3 clusters
  Score: Raw -650993.822915 + Penalty 2797.464212 = -648196.358703
  nChanged 150
		SP:Iteration 8Q (169119.140000 sec): 3 clusters
  Score: Raw -651069.484386 + Penalty 2797.464212 = -648272.020174
  nChanged 143
		SP:Iteration 9Q (169119.240000 sec): 3 clusters
  Score: Raw -651143.931046 + Penalty 2797.464212 = -648346.466834
  nChanged 145
		SP:Iteration 10Q (169119.330000 sec): 3 clusters
  Score: Raw -651212.931551 + Penalty 2797.464212 = -648415.467339
  nChanged 149
		SP:Iteration 11Q (169119.420000 sec): 3 clusters
  Score: Raw -651283.526292 + Penalty 2797.464212 = -648486.062080
  nChanged 134
		SP:Iteration 12Q (169119.510000 sec): 3 clusters
  Score: Raw -651346.934215 + Penalty 2797.464212 = -648549.470003
  nChanged 126
		SP:Iteration 13Q (169119.610000 sec): 3 clusters
  Score: Raw -651406.312181 + Penalty 2797.464212 = -648608.847969
  nChanged 114
		SP:Iteration 14Q (169119.700000 sec): 3 clusters
  Score: Raw -651460.003024 + Penalty 2797.464212 = -648662.538812
  nChanged 113
		SP:Iteration 15Q (169119.790000 sec): 3 clusters
  Score: Raw -651514.009726 + Penalty 2797.464212 = -648716.545514
  nChanged 105
		SP:Iteration 16Q (169119.880000 sec): 3 clusters
  Score: Raw -651560.159284 + Penalty 2797.464212 = -648762.695072
  nChanged 97
		SP:Iteration 17Q (169119.980000 sec): 3 clusters
  Score: Raw -651604.619530 + Penalty 2797.464212 = -648807.155318
  nChanged 96
		SP:Iteration 18Q (169120.070000 sec): 3 clusters
  Score: Raw -651650.520297 + Penalty 2797.464212 = -648853.056085
  nChanged 101
		SP:Iteration 19Q (169120.160000 sec): 3 clusters
  Score: Raw -651697.408620 + Penalty 2797.464212 = -648899.944408
  nChanged 95
		SP:Iteration 20F (169120.260000 sec): 3 clusters
  Score: Raw -651746.556278 + Penalty 2797.464212 = -648949.092066
  nChanged 80
		SP:Iteration 21Q (169120.350000 sec): 3 clusters
  Score: Raw -651775.657458 + Penalty 2797.464212 = -648978.193246
  nChanged 51
		SP:Iteration 22Q (169120.440000 sec): 3 clusters
  Score: Raw -651794.318641 + Penalty 2797.464212 = -648996.854429
  nChanged 50
		SP:Iteration 23Q (169120.530000 sec): 3 clusters
  Score: Raw -651809.260824 + Penalty 2797.464212 = -649011.796612
  nChanged 48
		SP:Iteration 24Q (169120.620000 sec): 3 clusters
  Score: Raw -651823.895269 + Penalty 2797.464212 = -649026.431057
  nChanged 38
		SP:Iteration 25Q (169120.710000 sec): 3 clusters
  Score: Raw -651837.780272 + Penalty 2797.464212 = -649040.316060
  nChanged 36
		SP:Iteration 26Q (169120.800000 sec): 3 clusters
  Score: Raw -651846.105159 + Penalty 2797.464212 = -649048.640947
  nChanged 19
		SP:Iteration 27Q (169120.900000 sec): 3 clusters
  Score: Raw -651850.259943 + Penalty 2797.464212 = -649052.795731
  nChanged 16
		SP:Iteration 28Q (169120.990000 sec): 3 clusters
  Score: Raw -651853.353847 + Penalty 2797.464212 = -649055.889635
  nChanged 12
		SP:Iteration 29Q (169121.080000 sec): 3 clusters
  Score: Raw -651855.026490 + Penalty 2797.464212 = -649057.562277
  nChanged 9
		SP:Iteration 30Q (169121.170000 sec): 3 clusters
  Score: Raw -651856.545630 + Penalty 2797.464212 = -649059.081418
  nChanged 9
		SP:Iteration 31Q (169121.260000 sec): 3 clusters
  Score: Raw -651858.463204 + Penalty 2797.464212 = -649060.998992
  nChanged 7
		SP:Iteration 32Q (169121.360000 sec): 3 clusters
  Score: Raw -651860.388173 + Penalty 2797.464212 = -649062.923961
  nChanged 7
		SP:Iteration 33Q (169121.450000 sec): 3 clusters
  Score: Raw -651862.123243 + Penalty 2797.464212 = -649064.659031
  nChanged 8
		SP:Iteration 34Q (169121.540000 sec): 3 clusters
  Score: Raw -651865.342183 + Penalty 2797.464212 = -649067.877971
  nChanged 11
		SP:Iteration 35Q (169121.630000 sec): 3 clusters
  Score: Raw -651868.384771 + Penalty 2797.464212 = -649070.920559
  nChanged 12
		SP:Iteration 36Q (169121.720000 sec): 3 clusters
  Score: Raw -651871.114707 + Penalty 2797.464212 = -649073.650495
  nChanged 8
		SP:Iteration 37Q (169121.810000 sec): 3 clusters
  Score: Raw -651873.706633 + Penalty 2797.464212 = -649076.242421
  nChanged 10
		SP:Iteration 38Q (169121.900000 sec): 3 clusters
  Score: Raw -651875.605032 + Penalty 2797.464212 = -649078.140820
  nChanged 7
		SP:Iteration 39Q (169121.990000 sec): 3 clusters
  Score: Raw -651876.967199 + Penalty 2797.464212 = -649079.502987
  nChanged 6
		SP:Iteration 40F (169122.090000 sec): 3 clusters
  Score: Raw -651877.959501 + Penalty 2797.464212 = -649080.495289
  nChanged 7
		SP:Iteration 41Q (169122.180000 sec): 3 clusters
  Score: Raw -651878.988347 + Penalty 2797.464212 = -649081.524135
  nChanged 5
		SP:Iteration 42Q (169122.270000 sec): 3 clusters
  Score: Raw -651879.887030 + Penalty 2797.464212 = -649082.422818
  nChanged 8
		SP:Iteration 43Q (169122.360000 sec): 3 clusters
  Score: Raw -651881.314091 + Penalty 2797.464212 = -649083.849879
  nChanged 6
		SP:Iteration 44Q (169122.450000 sec): 3 clusters
  Score: Raw -651882.473902 + Penalty 2797.464212 = -649085.009690
  nChanged 6
		SP:Iteration 45Q (169122.540000 sec): 3 clusters
  Score: Raw -651883.619994 + Penalty 2797.464212 = -649086.155782
  nChanged 9
		SP:Iteration 46Q (169122.630000 sec): 3 clusters
  Score: Raw -651885.728794 + Penalty 2797.464212 = -649088.264582
  nChanged 9
		SP:Iteration 47Q (169122.720000 sec): 3 clusters
  Score: Raw -651887.696817 + Penalty 2797.464212 = -649090.232605
  nChanged 9
		SP:Iteration 48Q (169122.820000 sec): 3 clusters
  Score: Raw -651890.725677 + Penalty 2797.464212 = -649093.261465
  nChanged 9
		SP:Iteration 49Q (169122.910000 sec): 3 clusters
  Score: Raw -651893.113061 + Penalty 2797.464212 = -649095.648849
  nChanged 12
		SP:Iteration 50Q (169123.000000 sec): 3 clusters
  Score: Raw -651895.969181 + Penalty 2797.464212 = -649098.504969
  nChanged 8
		SP:Iteration 51Q (169123.090000 sec): 3 clusters
  Score: Raw -651897.554946 + Penalty 2797.464212 = -649100.090734
  nChanged 7
		SP:Iteration 52Q (169123.180000 sec): 3 clusters
  Score: Raw -651898.610887 + Penalty 2797.464212 = -649101.146675
  nChanged 4
		SP:Iteration 53Q (169123.270000 sec): 3 clusters
  Score: Raw -651899.169535 + Penalty 2797.464212 = -649101.705322
  nChanged 5
		SP:Iteration 54Q (169123.370000 sec): 3 clusters
  Score: Raw -651899.740796 + Penalty 2797.464212 = -649102.276584
  nChanged 4
		SP:Iteration 55Q (169123.450000 sec): 3 clusters
  Score: Raw -651900.424970 + Penalty 2797.464212 = -649102.960758
  nChanged 3
		SP:Iteration 56Q (169123.550000 sec): 3 clusters
  Score: Raw -651900.956193 + Penalty 2797.464212 = -649103.491981
  nChanged 2
		SP:Iteration 57Q (169123.640000 sec): 3 clusters
  Score: Raw -651901.243247 + Penalty 2797.464212 = -649103.779035
  nChanged 2
		SP:Iteration 58Q (169123.730000 sec): 3 clusters
  Score: Raw -651901.456066 + Penalty 2797.464212 = -649103.991854
  nChanged 2
		SP:Iteration 59Q (169123.820000 sec): 3 clusters
  Score: Raw -651902.112481 + Penalty 2797.464212 = -649104.648269
  nChanged 4
		SP:Iteration 60F (169123.910000 sec): 3 clusters
  Score: Raw -651902.495418 + Penalty 2797.464212 = -649105.031206
  nChanged 4
		SP:Iteration 61Q (169124.000000 sec): 3 clusters
  Score: Raw -651903.319269 + Penalty 2797.464212 = -649105.855057
  nChanged 4
		SP:Iteration 62Q (169124.090000 sec): 3 clusters
  Score: Raw -651904.273210 + Penalty 2797.464212 = -649106.808998
  nChanged 3
		SP:Iteration 63Q (169124.190000 sec): 3 clusters
  Score: Raw -651905.059070 + Penalty 2797.464212 = -649107.594858
  nChanged 3
		SP:Iteration 64Q (169124.280000 sec): 3 clusters
  Score: Raw -651905.639430 + Penalty 2797.464212 = -649108.175218
  nChanged 1
		SP:Iteration 65Q (169124.370000 sec): 3 clusters
  Score: Raw -651905.866839 + Penalty 2797.464212 = -649108.402627
  nChanged 1
		SP:Iteration 66Q (169124.460000 sec): 3 clusters
  Score: Raw -651906.014231 + Penalty 2797.464212 = -649108.550019
  nChanged 0
		SP:Iteration 67F (169124.550000 sec): 3 clusters
  Score: Raw -651906.014231 + Penalty 2797.464212 = -649108.550019
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 37 (1527 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169124.610000 sec): 2 clusters
  Score: Raw -174495.715634 + Penalty 1191.297300 = -173304.418335
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169124.640000 sec): 3 clusters
  Score: Raw -173890.835290 + Penalty 2382.594599 = -171508.240691
  nChanged 528
		SP:Iteration 1F (169124.670000 sec): 3 clusters
  Score: Raw -174260.013833 + Penalty 2382.594599 = -171877.419233
  nChanged 131
		SP:Iteration 2F (169124.700000 sec): 3 clusters
  Score: Raw -174377.478921 + Penalty 2382.594599 = -171994.884322
  nChanged 87
		SP:Iteration 3F (169124.730000 sec): 3 clusters
  Score: Raw -174462.008322 + Penalty 2382.594599 = -172079.413723
  nChanged 59
		SP:Iteration 4Q (169124.760000 sec): 3 clusters
  Score: Raw -174517.944619 + Penalty 2382.594599 = -172135.350020
  nChanged 51
		SP:Iteration 5Q (169124.790000 sec): 3 clusters
  Score: Raw -174575.742705 + Penalty 2382.594599 = -172193.148106
  nChanged 48
		SP:Iteration 6Q (169124.820000 sec): 3 clusters
  Score: Raw -174622.206391 + Penalty 2382.594599 = -172239.611792
  nChanged 42
		SP:Iteration 7Q (169124.850000 sec): 3 clusters
  Score: Raw -174665.728351 + Penalty 2382.594599 = -172283.133752
  nChanged 37
		SP:Iteration 8Q (169124.870000 sec): 3 clusters
  Score: Raw -174703.864663 + Penalty 2382.594599 = -172321.270064
  nChanged 43
		SP:Iteration 9Q (169124.900000 sec): 3 clusters
  Score: Raw -174756.925928 + Penalty 2382.594599 = -172374.331328
  nChanged 35
		SP:Iteration 10Q (169124.930000 sec): 3 clusters
  Score: Raw -174799.122990 + Penalty 2382.594599 = -172416.528390
  nChanged 32
		SP:Iteration 11Q (169124.960000 sec): 3 clusters
  Score: Raw -174833.975401 + Penalty 2382.594599 = -172451.380801
  nChanged 33
		SP:Iteration 12Q (169124.990000 sec): 3 clusters
  Score: Raw -174858.939453 + Penalty 2382.594599 = -172476.344854
  nChanged 18
		SP:Iteration 13Q (169125.010000 sec): 3 clusters
  Score: Raw -174870.047356 + Penalty 2382.594599 = -172487.452757
  nChanged 19
		SP:Iteration 14Q (169125.040000 sec): 3 clusters
  Score: Raw -174881.185078 + Penalty 2382.594599 = -172498.590479
  nChanged 14
		SP:Iteration 15Q (169125.070000 sec): 3 clusters
  Score: Raw -174888.992177 + Penalty 2382.594599 = -172506.397578
  nChanged 11
		SP:Iteration 16Q (169125.100000 sec): 3 clusters
  Score: Raw -174894.766800 + Penalty 2382.594599 = -172512.172201
  nChanged 11
		SP:Iteration 17Q (169125.130000 sec): 3 clusters
  Score: Raw -174901.701654 + Penalty 2382.594599 = -172519.107055
  nChanged 9
		SP:Iteration 18Q (169125.150000 sec): 3 clusters
  Score: Raw -174907.146417 + Penalty 2382.594599 = -172524.551818
  nChanged 6
		SP:Iteration 19Q (169125.180000 sec): 3 clusters
  Score: Raw -174910.620777 + Penalty 2382.594599 = -172528.026177
  nChanged 7
		SP:Iteration 20F (169125.210000 sec): 3 clusters
  Score: Raw -174917.278525 + Penalty 2382.594599 = -172534.683926
  nChanged 7
		SP:Iteration 21Q (169125.240000 sec): 3 clusters
  Score: Raw -174921.881325 + Penalty 2382.594599 = -172539.286726
  nChanged 3
		SP:Iteration 22Q (169125.270000 sec): 3 clusters
  Score: Raw -174923.634451 + Penalty 2382.594599 = -172541.039851
  nChanged 4
		SP:Iteration 23Q (169125.290000 sec): 3 clusters
  Score: Raw -174926.642917 + Penalty 2382.594599 = -172544.048318
  nChanged 5
		SP:Iteration 24Q (169125.320000 sec): 3 clusters
  Score: Raw -174928.651128 + Penalty 2382.594599 = -172546.056528
  nChanged 2
		SP:Iteration 25Q (169125.350000 sec): 3 clusters
  Score: Raw -174930.231930 + Penalty 2382.594599 = -172547.637331
  nChanged 3
		SP:Iteration 26Q (169125.380000 sec): 3 clusters
  Score: Raw -174933.471260 + Penalty 2382.594599 = -172550.876661
  nChanged 3
		SP:Iteration 27Q (169125.410000 sec): 3 clusters
  Score: Raw -174935.471132 + Penalty 2382.594599 = -172552.876533
  nChanged 5
		SP:Iteration 28Q (169125.430000 sec): 3 clusters
  Score: Raw -174937.937629 + Penalty 2382.594599 = -172555.343030
  nChanged 6
		SP:Iteration 29Q (169125.460000 sec): 3 clusters
  Score: Raw -174940.104723 + Penalty 2382.594599 = -172557.510124
  nChanged 8
		SP:Iteration 30Q (169125.490000 sec): 3 clusters
  Score: Raw -174943.352221 + Penalty 2382.594599 = -172560.757622
  nChanged 6
		SP:Iteration 31Q (169125.520000 sec): 3 clusters
  Score: Raw -174948.332556 + Penalty 2382.594599 = -172565.737957
  nChanged 6
		SP:Iteration 32Q (169125.550000 sec): 3 clusters
  Score: Raw -174952.093567 + Penalty 2382.594599 = -172569.498968
  nChanged 9
		SP:Iteration 33Q (169125.570000 sec): 3 clusters
  Score: Raw -174956.547718 + Penalty 2382.594599 = -172573.953119
  nChanged 3
		SP:Iteration 34Q (169125.600000 sec): 3 clusters
  Score: Raw -174957.651315 + Penalty 2382.594599 = -172575.056715
  nChanged 3
		SP:Iteration 35Q (169125.630000 sec): 3 clusters
  Score: Raw -174959.174294 + Penalty 2382.594599 = -172576.579694
  nChanged 1
		SP:Iteration 36Q (169125.660000 sec): 3 clusters
  Score: Raw -174959.554188 + Penalty 2382.594599 = -172576.959589
  nChanged 0
		SP:Iteration 37F (169125.690000 sec): 3 clusters
  Score: Raw -174959.554188 + Penalty 2382.594599 = -172576.959589
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 38 (2445 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169125.750000 sec): 2 clusters
  Score: Raw -275660.524797 + Penalty 1267.792565 = -274392.732231
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169125.800000 sec): 3 clusters
  Score: Raw -274589.340208 + Penalty 2535.585131 = -272053.755077
  nChanged 892
		SP:Iteration 1F (169125.850000 sec): 3 clusters
  Score: Raw -275209.434433 + Penalty 2535.585131 = -272673.849302
  nChanged 234
		SP:Iteration 2F (169125.890000 sec): 3 clusters
  Score: Raw -275422.186543 + Penalty 2535.585131 = -272886.601413
  nChanged 177
		SP:Iteration 3F (169125.940000 sec): 3 clusters
  Score: Raw -275570.630957 + Penalty 2535.585131 = -273035.045827
  nChanged 119
		SP:Iteration 4Q (169125.980000 sec): 3 clusters
  Score: Raw -275665.450935 + Penalty 2535.585131 = -273129.865804
  nChanged 95
		SP:Iteration 5Q (169126.030000 sec): 3 clusters
  Score: Raw -275736.834465 + Penalty 2535.585131 = -273201.249335
  nChanged 72
		SP:Iteration 6Q (169126.070000 sec): 3 clusters
  Score: Raw -275804.770253 + Penalty 2535.585131 = -273269.185122
  nChanged 71
		SP:Iteration 7Q (169126.120000 sec): 3 clusters
  Score: Raw -275868.944700 + Penalty 2535.585131 = -273333.359569
  nChanged 67
		SP:Iteration 8Q (169126.160000 sec): 3 clusters
  Score: Raw -275939.892385 + Penalty 2535.585131 = -273404.307255
  nChanged 69
		SP:Iteration 9Q (169126.210000 sec): 3 clusters
  Score: Raw -276011.270698 + Penalty 2535.585131 = -273475.685567
  nChanged 64
		SP:Iteration 10Q (169126.250000 sec): 3 clusters
  Score: Raw -276073.392348 + Penalty 2535.585131 = -273537.807217
  nChanged 59
		SP:Iteration 11Q (169126.290000 sec): 3 clusters
  Score: Raw -276117.094511 + Penalty 2535.585131 = -273581.509380
  nChanged 50
		SP:Iteration 12Q (169126.340000 sec): 3 clusters
  Score: Raw -276163.464227 + Penalty 2535.585131 = -273627.879096
  nChanged 40
		SP:Iteration 13Q (169126.380000 sec): 3 clusters
  Score: Raw -276202.378193 + Penalty 2535.585131 = -273666.793063
  nChanged 36
		SP:Iteration 14Q (169126.430000 sec): 3 clusters
  Score: Raw -276232.750285 + Penalty 2535.585131 = -273697.165154
  nChanged 38
		SP:Iteration 15Q (169126.470000 sec): 3 clusters
  Score: Raw -276256.271113 + Penalty 2535.585131 = -273720.685983
  nChanged 33
		SP:Iteration 16Q (169126.510000 sec): 3 clusters
  Score: Raw -276284.403275 + Penalty 2535.585131 = -273748.818144
  nChanged 32
		SP:Iteration 17Q (169126.560000 sec): 3 clusters
  Score: Raw -276299.977997 + Penalty 2535.585131 = -273764.392866
  nChanged 16
		SP:Iteration 18Q (169126.600000 sec): 3 clusters
  Score: Raw -276306.783664 + Penalty 2535.585131 = -273771.198533
  nChanged 10
		SP:Iteration 19Q (169126.650000 sec): 3 clusters
  Score: Raw -276312.032328 + Penalty 2535.585131 = -273776.447198
  nChanged 7
		SP:Iteration 20F (169126.690000 sec): 3 clusters
  Score: Raw -276315.586008 + Penalty 2535.585131 = -273780.000877
  nChanged 8
		SP:Iteration 21Q (169126.730000 sec): 3 clusters
  Score: Raw -276319.796078 + Penalty 2535.585131 = -273784.210947
  nChanged 7
		SP:Iteration 22Q (169126.780000 sec): 3 clusters
  Score: Raw -276322.509573 + Penalty 2535.585131 = -273786.924442
  nChanged 9
		SP:Iteration 23Q (169126.820000 sec): 3 clusters
  Score: Raw -276327.160814 + Penalty 2535.585131 = -273791.575684
  nChanged 10
		SP:Iteration 24Q (169126.870000 sec): 3 clusters
  Score: Raw -276332.744126 + Penalty 2535.585131 = -273797.158995
  nChanged 6
		SP:Iteration 25Q (169126.910000 sec): 3 clusters
  Score: Raw -276336.869524 + Penalty 2535.585131 = -273801.284393
  nChanged 8
		SP:Iteration 26Q (169126.950000 sec): 3 clusters
  Score: Raw -276340.562227 + Penalty 2535.585131 = -273804.977096
  nChanged 6
		SP:Iteration 27Q (169127.000000 sec): 3 clusters
  Score: Raw -276342.195426 + Penalty 2535.585131 = -273806.610296
  nChanged 1
		SP:Iteration 28Q (169127.040000 sec): 3 clusters
  Score: Raw -276342.967081 + Penalty 2535.585131 = -273807.381950
  nChanged 2
		SP:Iteration 29Q (169127.090000 sec): 3 clusters
  Score: Raw -276343.547280 + Penalty 2535.585131 = -273807.962149
  nChanged 2
		SP:Iteration 30Q (169127.130000 sec): 3 clusters
  Score: Raw -276344.976366 + Penalty 2535.585131 = -273809.391235
  nChanged 2
		SP:Iteration 31Q (169127.170000 sec): 3 clusters
  Score: Raw -276345.603604 + Penalty 2535.585131 = -273810.018474
  nChanged 1
		SP:Iteration 32Q (169127.220000 sec): 3 clusters
  Score: Raw -276345.783039 + Penalty 2535.585131 = -273810.197908
  nChanged 1
		SP:Iteration 33Q (169127.260000 sec): 3 clusters
  Score: Raw -276346.249228 + Penalty 2535.585131 = -273810.664097
  nChanged 0
		SP:Iteration 34F (169127.310000 sec): 3 clusters
  Score: Raw -276346.249228 + Penalty 2535.585131 = -273810.664097
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 39 (18294 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169127.520000 sec): 2 clusters
  Score: Raw -2126140.594959 + Penalty 1594.828368 = -2124545.766592
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169127.750000 sec): 3 clusters
  Score: Raw -2115240.649429 + Penalty 3189.656735 = -2112050.992693
  nChanged 8302
		SP:Iteration 1F (169127.980000 sec): 3 clusters
  Score: Raw -2119893.311946 + Penalty 3189.656735 = -2116703.655211
  nChanged 985
		SP:Iteration 2F (169128.230000 sec): 3 clusters
  Score: Raw -2120247.634659 + Penalty 3189.656735 = -2117057.977924
  nChanged 839
		SP:Iteration 3Q (169128.500000 sec): 3 clusters
  Score: Raw -2120555.048927 + Penalty 3189.656735 = -2117365.392192
  nChanged 782
		SP:Iteration 4Q (169128.720000 sec): 3 clusters
  Score: Raw -2120835.110143 + Penalty 3189.656735 = -2117645.453408
  nChanged 762
		SP:Iteration 5Q (169128.970000 sec): 3 clusters
  Score: Raw -2121136.080165 + Penalty 3189.656735 = -2117946.423430
  nChanged 801
		SP:Iteration 6Q (169129.210000 sec): 3 clusters
  Score: Raw -2121482.005088 + Penalty 3189.656735 = -2118292.348353
  nChanged 852
		SP:Iteration 7Q (169129.470000 sec): 3 clusters
  Score: Raw -2121915.449273 + Penalty 3189.656735 = -2118725.792537
  nChanged 888
		SP:Iteration 8Q (169129.700000 sec): 3 clusters
  Score: Raw -2122446.541747 + Penalty 3189.656735 = -2119256.885012
  nChanged 907
		SP:Iteration 9Q (169129.960000 sec): 3 clusters
  Score: Raw -2123026.522786 + Penalty 3189.656735 = -2119836.866050
  nChanged 853
		SP:Iteration 10Q (169130.200000 sec): 3 clusters
  Score: Raw -2123569.289853 + Penalty 3189.656735 = -2120379.633118
  nChanged 713
		SP:Iteration 11Q (169130.420000 sec): 3 clusters
  Score: Raw -2124005.986146 + Penalty 3189.656735 = -2120816.329411
  nChanged 656
		SP:Iteration 12Q (169130.650000 sec): 3 clusters
  Score: Raw -2124417.325827 + Penalty 3189.656735 = -2121227.669092
  nChanged 574
		SP:Iteration 13Q (169130.910000 sec): 3 clusters
  Score: Raw -2124758.422252 + Penalty 3189.656735 = -2121568.765517
  nChanged 473
		SP:Iteration 14Q (169131.140000 sec): 3 clusters
  Score: Raw -2125058.027756 + Penalty 3189.656735 = -2121868.371020
  nChanged 392
		SP:Iteration 15Q (169131.390000 sec): 3 clusters
  Score: Raw -2125265.569579 + Penalty 3189.656735 = -2122075.912844
  nChanged 316
		SP:Iteration 16Q (169131.630000 sec): 3 clusters
  Score: Raw -2125426.947953 + Penalty 3189.656735 = -2122237.291218
  nChanged 254
		SP:Iteration 17Q (169131.840000 sec): 3 clusters
  Score: Raw -2125546.887348 + Penalty 3189.656735 = -2122357.230613
  nChanged 204
		SP:Iteration 18Q (169132.060000 sec): 3 clusters
  Score: Raw -2125625.320743 + Penalty 3189.656735 = -2122435.664008
  nChanged 149
		SP:Iteration 19Q (169132.310000 sec): 3 clusters
  Score: Raw -2125672.593113 + Penalty 3189.656735 = -2122482.936378
  nChanged 128
		SP:Iteration 20F (169132.550000 sec): 3 clusters
  Score: Raw -2125710.539574 + Penalty 3189.656735 = -2122520.882838
  nChanged 119
		SP:Iteration 21Q (169132.800000 sec): 3 clusters
  Score: Raw -2125741.193640 + Penalty 3189.656735 = -2122551.536905
  nChanged 112
		SP:Iteration 22Q (169133.010000 sec): 3 clusters
  Score: Raw -2125767.884557 + Penalty 3189.656735 = -2122578.227822
  nChanged 100
		SP:Iteration 23Q (169133.260000 sec): 3 clusters
  Score: Raw -2125792.448032 + Penalty 3189.656735 = -2122602.791297
  nChanged 86
		SP:Iteration 24Q (169133.480000 sec): 3 clusters
  Score: Raw -2125812.329631 + Penalty 3189.656735 = -2122622.672896
  nChanged 77
		SP:Iteration 25Q (169133.710000 sec): 3 clusters
  Score: Raw -2125829.299341 + Penalty 3189.656735 = -2122639.642605
  nChanged 80
		SP:Iteration 26Q (169133.920000 sec): 3 clusters
  Score: Raw -2125849.776794 + Penalty 3189.656735 = -2122660.120059
  nChanged 77
		SP:Iteration 27Q (169134.130000 sec): 3 clusters
  Score: Raw -2125868.191081 + Penalty 3189.656735 = -2122678.534345
  nChanged 79
		SP:Iteration 28Q (169134.380000 sec): 3 clusters
  Score: Raw -2125887.536059 + Penalty 3189.656735 = -2122697.879324
  nChanged 86
		SP:Iteration 29Q (169134.590000 sec): 3 clusters
  Score: Raw -2125910.433826 + Penalty 3189.656735 = -2122720.777091
  nChanged 81
		SP:Iteration 30Q (169134.820000 sec): 3 clusters
  Score: Raw -2125936.288346 + Penalty 3189.656735 = -2122746.631611
  nChanged 89
		SP:Iteration 31Q (169135.060000 sec): 3 clusters
  Score: Raw -2125963.417304 + Penalty 3189.656735 = -2122773.760568
  nChanged 85
		SP:Iteration 32Q (169135.280000 sec): 3 clusters
  Score: Raw -2125990.540635 + Penalty 3189.656735 = -2122800.883900
  nChanged 100
		SP:Iteration 33Q (169135.520000 sec): 3 clusters
  Score: Raw -2126023.136917 + Penalty 3189.656735 = -2122833.480182
  nChanged 98
		SP:Iteration 34Q (169135.740000 sec): 3 clusters
  Score: Raw -2126057.169490 + Penalty 3189.656735 = -2122867.512755
  nChanged 104
		SP:Iteration 35Q (169135.980000 sec): 3 clusters
  Score: Raw -2126089.275788 + Penalty 3189.656735 = -2122899.619053
  nChanged 91
		SP:Iteration 36Q (169136.190000 sec): 3 clusters
  Score: Raw -2126117.731358 + Penalty 3189.656735 = -2122928.074623
  nChanged 74
		SP:Iteration 37Q (169136.450000 sec): 3 clusters
  Score: Raw -2126140.948181 + Penalty 3189.656735 = -2122951.291446
  nChanged 81
		SP:Iteration 38Q (169136.660000 sec): 3 clusters
  Score: Raw -2126166.575209 + Penalty 3189.656735 = -2122976.918473
  nChanged 87
		SP:Iteration 39Q (169136.920000 sec): 3 clusters
  Score: Raw -2126195.676148 + Penalty 3189.656735 = -2123006.019413
  nChanged 84
		SP:Iteration 40F (169137.140000 sec): 3 clusters
  Score: Raw -2126230.507262 + Penalty 3189.656735 = -2123040.850526
  nChanged 107
		SP:Iteration 41Q (169137.400000 sec): 3 clusters
  Score: Raw -2126280.173545 + Penalty 3189.656735 = -2123090.516809
  nChanged 100
		SP:Iteration 42Q (169137.610000 sec): 3 clusters
  Score: Raw -2126319.872409 + Penalty 3189.656735 = -2123130.215674
  nChanged 77
		SP:Iteration 43Q (169137.830000 sec): 3 clusters
  Score: Raw -2126345.634549 + Penalty 3189.656735 = -2123155.977814
  nChanged 75
		SP:Iteration 44Q (169138.070000 sec): 3 clusters
  Score: Raw -2126368.397744 + Penalty 3189.656735 = -2123178.741008
  nChanged 63
		SP:Iteration 45Q (169138.270000 sec): 3 clusters
  Score: Raw -2126389.166170 + Penalty 3189.656735 = -2123199.509435
  nChanged 57
		SP:Iteration 46Q (169138.510000 sec): 3 clusters
  Score: Raw -2126406.361143 + Penalty 3189.656735 = -2123216.704407
  nChanged 66
		SP:Iteration 47Q (169138.720000 sec): 3 clusters
  Score: Raw -2126424.870305 + Penalty 3189.656735 = -2123235.213570
  nChanged 56
		SP:Iteration 48Q (169138.940000 sec): 3 clusters
  Score: Raw -2126441.300097 + Penalty 3189.656735 = -2123251.643361
  nChanged 55
		SP:Iteration 49Q (169139.180000 sec): 3 clusters
  Score: Raw -2126456.036635 + Penalty 3189.656735 = -2123266.379900
  nChanged 53
		SP:Iteration 50Q (169139.400000 sec): 3 clusters
  Score: Raw -2126470.397874 + Penalty 3189.656735 = -2123280.741139
  nChanged 54
		SP:Iteration 51Q (169139.640000 sec): 3 clusters
  Score: Raw -2126487.782889 + Penalty 3189.656735 = -2123298.126153
  nChanged 50
		SP:Iteration 52Q (169139.840000 sec): 3 clusters
  Score: Raw -2126503.803027 + Penalty 3189.656735 = -2123314.146291
  nChanged 47
		SP:Iteration 53Q (169140.060000 sec): 3 clusters
  Score: Raw -2126519.728712 + Penalty 3189.656735 = -2123330.071977
  nChanged 57
		SP:Iteration 54Q (169140.300000 sec): 3 clusters
  Score: Raw -2126540.354512 + Penalty 3189.656735 = -2123350.697777
  nChanged 60
		SP:Iteration 55Q (169140.520000 sec): 3 clusters
  Score: Raw -2126559.811890 + Penalty 3189.656735 = -2123370.155155
  nChanged 49
		SP:Iteration 56Q (169140.760000 sec): 3 clusters
  Score: Raw -2126572.201496 + Penalty 3189.656735 = -2123382.544761
  nChanged 38
		SP:Iteration 57Q (169140.960000 sec): 3 clusters
  Score: Raw -2126582.391613 + Penalty 3189.656735 = -2123392.734878
  nChanged 36
		SP:Iteration 58Q (169141.210000 sec): 3 clusters
  Score: Raw -2126591.383818 + Penalty 3189.656735 = -2123401.727082
  nChanged 34
		SP:Iteration 59Q (169141.420000 sec): 3 clusters
  Score: Raw -2126601.486605 + Penalty 3189.656735 = -2123411.829870
  nChanged 44
		SP:Iteration 60F (169141.660000 sec): 3 clusters
  Score: Raw -2126612.596961 + Penalty 3189.656735 = -2123422.940226
  nChanged 38
		SP:Iteration 61Q (169141.890000 sec): 3 clusters
  Score: Raw -2126620.541888 + Penalty 3189.656735 = -2123430.885152
  nChanged 27
		SP:Iteration 62Q (169142.100000 sec): 3 clusters
  Score: Raw -2126625.575688 + Penalty 3189.656735 = -2123435.918953
  nChanged 17
		SP:Iteration 63Q (169142.340000 sec): 3 clusters
  Score: Raw -2126628.684734 + Penalty 3189.656735 = -2123439.027998
  nChanged 16
		SP:Iteration 64Q (169142.540000 sec): 3 clusters
  Score: Raw -2126630.951347 + Penalty 3189.656735 = -2123441.294612
  nChanged 13
		SP:Iteration 65Q (169142.760000 sec): 3 clusters
  Score: Raw -2126633.139597 + Penalty 3189.656735 = -2123443.482862
  nChanged 11
		SP:Iteration 66Q (169142.990000 sec): 3 clusters
  Score: Raw -2126635.311676 + Penalty 3189.656735 = -2123445.654941
  nChanged 14
		SP:Iteration 67Q (169143.200000 sec): 3 clusters
  Score: Raw -2126637.820117 + Penalty 3189.656735 = -2123448.163382
  nChanged 17
		SP:Iteration 68Q (169143.460000 sec): 3 clusters
  Score: Raw -2126640.771394 + Penalty 3189.656735 = -2123451.114659
  nChanged 10
		SP:Iteration 69Q (169143.670000 sec): 3 clusters
  Score: Raw -2126641.814706 + Penalty 3189.656735 = -2123452.157970
  nChanged 7
		SP:Iteration 70Q (169143.890000 sec): 3 clusters
  Score: Raw -2126642.999939 + Penalty 3189.656735 = -2123453.343204
  nChanged 7
		SP:Iteration 71Q (169144.120000 sec): 3 clusters
  Score: Raw -2126644.641464 + Penalty 3189.656735 = -2123454.984729
  nChanged 5
		SP:Iteration 72Q (169144.320000 sec): 3 clusters
  Score: Raw -2126645.188357 + Penalty 3189.656735 = -2123455.531622
  nChanged 2
		SP:Iteration 73Q (169144.580000 sec): 3 clusters
  Score: Raw -2126645.413486 + Penalty 3189.656735 = -2123455.756751
  nChanged 0
		SP:Iteration 74F (169144.810000 sec): 3 clusters
  Score: Raw -2126645.413486 + Penalty 3189.656735 = -2123455.756751
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 40 (12815 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169144.960000 sec): 2 clusters
  Score: Raw -1510388.245877 + Penalty 1536.985391 = -1508851.260485
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169145.150000 sec): 3 clusters
  Score: Raw -1502889.732259 + Penalty 3073.970783 = -1499815.761476
  nChanged 5737
		SP:Iteration 1F (169145.320000 sec): 3 clusters
  Score: Raw -1506037.871368 + Penalty 3073.970783 = -1502963.900586
  nChanged 766
		SP:Iteration 2F (169145.490000 sec): 3 clusters
  Score: Raw -1506399.468203 + Penalty 3073.970783 = -1503325.497420
  nChanged 699
		SP:Iteration 3F (169145.690000 sec): 3 clusters
  Score: Raw -1506762.872611 + Penalty 3073.970783 = -1503688.901829
  nChanged 688
		SP:Iteration 4F (169145.850000 sec): 3 clusters
  Score: Raw -1507141.589401 + Penalty 3073.970783 = -1504067.618619
  nChanged 675
		SP:Iteration 5F (169146.030000 sec): 3 clusters
  Score: Raw -1507578.951117 + Penalty 3073.970783 = -1504504.980334
  nChanged 727
		SP:Iteration 6F (169146.210000 sec): 3 clusters
  Score: Raw -1508086.594656 + Penalty 3073.970783 = -1505012.623873
  nChanged 699
		SP:Iteration 7F (169146.410000 sec): 3 clusters
  Score: Raw -1508591.121177 + Penalty 3073.970783 = -1505517.150394
  nChanged 621
		SP:Iteration 8Q (169146.580000 sec): 3 clusters
  Score: Raw -1509024.813090 + Penalty 3073.970783 = -1505950.842307
  nChanged 541
		SP:Iteration 9Q (169146.750000 sec): 3 clusters
  Score: Raw -1509397.496953 + Penalty 3073.970783 = -1506323.526170
  nChanged 487
		SP:Iteration 10Q (169146.940000 sec): 3 clusters
  Score: Raw -1509764.415819 + Penalty 3073.970783 = -1506690.445036
  nChanged 442
		SP:Iteration 11Q (169147.110000 sec): 3 clusters
  Score: Raw -1510163.684679 + Penalty 3073.970783 = -1507089.713897
  nChanged 398
		SP:Iteration 12Q (169147.300000 sec): 3 clusters
  Score: Raw -1510559.579171 + Penalty 3073.970783 = -1507485.608388
  nChanged 301
		SP:Iteration 13Q (169147.460000 sec): 3 clusters
  Score: Raw -1510824.184264 + Penalty 3073.970783 = -1507750.213481
  nChanged 254
		SP:Iteration 14Q (169147.620000 sec): 3 clusters
  Score: Raw -1511020.073036 + Penalty 3073.970783 = -1507946.102253
  nChanged 198
		SP:Iteration 15Q (169147.810000 sec): 3 clusters
  Score: Raw -1511218.642176 + Penalty 3073.970783 = -1508144.671394
  nChanged 187
		SP:Iteration 16Q (169147.970000 sec): 3 clusters
  Score: Raw -1511389.204603 + Penalty 3073.970783 = -1508315.233821
  nChanged 165
		SP:Iteration 17Q (169148.150000 sec): 3 clusters
  Score: Raw -1511484.676316 + Penalty 3073.970783 = -1508410.705534
  nChanged 145
		SP:Iteration 18Q (169148.320000 sec): 3 clusters
  Score: Raw -1511552.317740 + Penalty 3073.970783 = -1508478.346957
  nChanged 133
		SP:Iteration 19Q (169148.480000 sec): 3 clusters
  Score: Raw -1511600.582615 + Penalty 3073.970783 = -1508526.611833
  nChanged 96
		SP:Iteration 20F (169148.680000 sec): 3 clusters
  Score: Raw -1511631.211906 + Penalty 3073.970783 = -1508557.241123
  nChanged 67
		SP:Iteration 21Q (169148.840000 sec): 3 clusters
  Score: Raw -1511649.032888 + Penalty 3073.970783 = -1508575.062105
  nChanged 40
		SP:Iteration 22Q (169149.000000 sec): 3 clusters
  Score: Raw -1511656.700397 + Penalty 3073.970783 = -1508582.729614
  nChanged 30
		SP:Iteration 23Q (169149.190000 sec): 3 clusters
  Score: Raw -1511663.174941 + Penalty 3073.970783 = -1508589.204159
  nChanged 31
		SP:Iteration 24Q (169149.360000 sec): 3 clusters
  Score: Raw -1511668.149716 + Penalty 3073.970783 = -1508594.178934
  nChanged 26
		SP:Iteration 25Q (169149.540000 sec): 3 clusters
  Score: Raw -1511673.045986 + Penalty 3073.970783 = -1508599.075204
  nChanged 29
		SP:Iteration 26Q (169149.690000 sec): 3 clusters
  Score: Raw -1511678.717957 + Penalty 3073.970783 = -1508604.747175
  nChanged 26
		SP:Iteration 27Q (169149.880000 sec): 3 clusters
  Score: Raw -1511683.106449 + Penalty 3073.970783 = -1508609.135667
  nChanged 20
		SP:Iteration 28Q (169150.040000 sec): 3 clusters
  Score: Raw -1511686.916366 + Penalty 3073.970783 = -1508612.945583
  nChanged 15
		SP:Iteration 29Q (169150.190000 sec): 3 clusters
  Score: Raw -1511689.848456 + Penalty 3073.970783 = -1508615.877673
  nChanged 13
		SP:Iteration 30Q (169150.400000 sec): 3 clusters
  Score: Raw -1511692.364067 + Penalty 3073.970783 = -1508618.393285
  nChanged 11
		SP:Iteration 31Q (169150.560000 sec): 3 clusters
  Score: Raw -1511694.055816 + Penalty 3073.970783 = -1508620.085034
  nChanged 14
		SP:Iteration 32Q (169150.750000 sec): 3 clusters
  Score: Raw -1511697.159814 + Penalty 3073.970783 = -1508623.189031
  nChanged 23
		SP:Iteration 33Q (169150.910000 sec): 3 clusters
  Score: Raw -1511701.295233 + Penalty 3073.970783 = -1508627.324450
  nChanged 15
		SP:Iteration 34Q (169151.070000 sec): 3 clusters
  Score: Raw -1511703.611744 + Penalty 3073.970783 = -1508629.640961
  nChanged 15
		SP:Iteration 35Q (169151.250000 sec): 3 clusters
  Score: Raw -1511705.593924 + Penalty 3073.970783 = -1508631.623142
  nChanged 8
		SP:Iteration 36Q (169151.410000 sec): 3 clusters
  Score: Raw -1511706.999606 + Penalty 3073.970783 = -1508633.028823
  nChanged 9
		SP:Iteration 37Q (169151.590000 sec): 3 clusters
  Score: Raw -1511708.413962 + Penalty 3073.970783 = -1508634.443179
  nChanged 11
		SP:Iteration 38Q (169151.750000 sec): 3 clusters
  Score: Raw -1511710.045802 + Penalty 3073.970783 = -1508636.075019
  nChanged 8
		SP:Iteration 39Q (169151.930000 sec): 3 clusters
  Score: Raw -1511710.809107 + Penalty 3073.970783 = -1508636.838325
  nChanged 6
		SP:Iteration 40F (169152.120000 sec): 3 clusters
  Score: Raw -1511712.087207 + Penalty 3073.970783 = -1508638.116425
  nChanged 7
		SP:Iteration 41Q (169152.280000 sec): 3 clusters
  Score: Raw -1511712.914908 + Penalty 3073.970783 = -1508638.944125
  nChanged 5
		SP:Iteration 42Q (169152.460000 sec): 3 clusters
  Score: Raw -1511713.419071 + Penalty 3073.970783 = -1508639.448288
  nChanged 4
		SP:Iteration 43Q (169152.620000 sec): 3 clusters
  Score: Raw -1511713.724216 + Penalty 3073.970783 = -1508639.753433
  nChanged 5
		SP:Iteration 44Q (169152.780000 sec): 3 clusters
  Score: Raw -1511714.256656 + Penalty 3073.970783 = -1508640.285874
  nChanged 9
		SP:Iteration 45Q (169153.000000 sec): 3 clusters
  Score: Raw -1511715.570851 + Penalty 3073.970783 = -1508641.600068
  nChanged 7
		SP:Iteration 46Q (169153.160000 sec): 3 clusters
  Score: Raw -1511716.795383 + Penalty 3073.970783 = -1508642.824600
  nChanged 3
		SP:Iteration 47Q (169153.340000 sec): 3 clusters
  Score: Raw -1511717.037988 + Penalty 3073.970783 = -1508643.067206
  nChanged 1
		SP:Iteration 48Q (169153.510000 sec): 3 clusters
  Score: Raw -1511717.170450 + Penalty 3073.970783 = -1508643.199667
  nChanged 1
		SP:Iteration 49Q (169153.680000 sec): 3 clusters
  Score: Raw -1511717.238860 + Penalty 3073.970783 = -1508643.268078
  nChanged 0
		SP:Iteration 50F (169153.870000 sec): 3 clusters
  Score: Raw -1511717.238860 + Penalty 3073.970783 = -1508643.268078
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 41 (10908 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169153.990000 sec): 2 clusters
  Score: Raw -1295567.539207 + Penalty 1510.803408 = -1294056.735799
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169154.170000 sec): 3 clusters
  Score: Raw -1289379.776840 + Penalty 3021.606817 = -1286358.170023
  nChanged 4710
		SP:Iteration 1F (169154.310000 sec): 3 clusters
  Score: Raw -1292038.326049 + Penalty 3021.606817 = -1289016.719232
  nChanged 710
		SP:Iteration 2F (169154.450000 sec): 3 clusters
  Score: Raw -1292392.147480 + Penalty 3021.606817 = -1289370.540663
  nChanged 621
		SP:Iteration 3F (169154.630000 sec): 3 clusters
  Score: Raw -1292647.177083 + Penalty 3021.606817 = -1289625.570266
  nChanged 518
		SP:Iteration 4Q (169154.780000 sec): 3 clusters
  Score: Raw -1292873.591135 + Penalty 3021.606817 = -1289851.984319
  nChanged 463
		SP:Iteration 5Q (169154.940000 sec): 3 clusters
  Score: Raw -1293071.654840 + Penalty 3021.606817 = -1290050.048024
  nChanged 432
		SP:Iteration 6Q (169155.100000 sec): 3 clusters
  Score: Raw -1293248.391627 + Penalty 3021.606817 = -1290226.784811
  nChanged 387
		SP:Iteration 7Q (169155.250000 sec): 3 clusters
  Score: Raw -1293415.435534 + Penalty 3021.606817 = -1290393.828717
  nChanged 361
		SP:Iteration 8Q (169155.430000 sec): 3 clusters
  Score: Raw -1293565.627132 + Penalty 3021.606817 = -1290544.020316
  nChanged 333
		SP:Iteration 9Q (169155.580000 sec): 3 clusters
  Score: Raw -1293701.579363 + Penalty 3021.606817 = -1290679.972546
  nChanged 298
		SP:Iteration 10Q (169155.740000 sec): 3 clusters
  Score: Raw -1293823.533201 + Penalty 3021.606817 = -1290801.926384
  nChanged 287
		SP:Iteration 11Q (169156.000000 sec): 3 clusters
  Score: Raw -1293938.893016 + Penalty 3021.606817 = -1290917.286200
  nChanged 256
		SP:Iteration 12Q (169156.140000 sec): 3 clusters
  Score: Raw -1294048.635114 + Penalty 3021.606817 = -1291027.028297
  nChanged 272
		SP:Iteration 13Q (169156.280000 sec): 3 clusters
  Score: Raw -1294157.943475 + Penalty 3021.606817 = -1291136.336658
  nChanged 244
		SP:Iteration 14Q (169156.460000 sec): 3 clusters
  Score: Raw -1294257.515771 + Penalty 3021.606817 = -1291235.908954
  nChanged 242
		SP:Iteration 15Q (169156.610000 sec): 3 clusters
  Score: Raw -1294361.315539 + Penalty 3021.606817 = -1291339.708723
  nChanged 226
		SP:Iteration 16Q (169156.770000 sec): 3 clusters
  Score: Raw -1294451.799780 + Penalty 3021.606817 = -1291430.192964
  nChanged 204
		SP:Iteration 17Q (169156.920000 sec): 3 clusters
  Score: Raw -1294529.099818 + Penalty 3021.606817 = -1291507.493001
  nChanged 194
		SP:Iteration 18Q (169157.070000 sec): 3 clusters
  Score: Raw -1294610.208593 + Penalty 3021.606817 = -1291588.601776
  nChanged 187
		SP:Iteration 19Q (169157.250000 sec): 3 clusters
  Score: Raw -1294692.533625 + Penalty 3021.606817 = -1291670.926808
  nChanged 196
		SP:Iteration 20F (169157.400000 sec): 3 clusters
  Score: Raw -1294775.356483 + Penalty 3021.606817 = -1291753.749666
  nChanged 175
		SP:Iteration 21Q (169157.550000 sec): 3 clusters
  Score: Raw -1294847.623506 + Penalty 3021.606817 = -1291826.016690
  nChanged 174
		SP:Iteration 22Q (169157.730000 sec): 3 clusters
  Score: Raw -1294927.409958 + Penalty 3021.606817 = -1291905.803141
  nChanged 161
		SP:Iteration 23Q (169157.870000 sec): 3 clusters
  Score: Raw -1295003.098558 + Penalty 3021.606817 = -1291981.491741
  nChanged 143
		SP:Iteration 24Q (169158.030000 sec): 3 clusters
  Score: Raw -1295063.733829 + Penalty 3021.606817 = -1292042.127012
  nChanged 146
		SP:Iteration 25Q (169158.170000 sec): 3 clusters
  Score: Raw -1295119.036073 + Penalty 3021.606817 = -1292097.429257
  nChanged 146
		SP:Iteration 26Q (169158.320000 sec): 3 clusters
  Score: Raw -1295174.118299 + Penalty 3021.606817 = -1292152.511482
  nChanged 136
		SP:Iteration 27Q (169158.490000 sec): 3 clusters
  Score: Raw -1295230.289605 + Penalty 3021.606817 = -1292208.682789
  nChanged 117
		SP:Iteration 28Q (169158.640000 sec): 3 clusters
  Score: Raw -1295276.837067 + Penalty 3021.606817 = -1292255.230250
  nChanged 107
		SP:Iteration 29Q (169158.790000 sec): 3 clusters
  Score: Raw -1295319.406207 + Penalty 3021.606817 = -1292297.799391
  nChanged 104
		SP:Iteration 30Q (169158.960000 sec): 3 clusters
  Score: Raw -1295358.979322 + Penalty 3021.606817 = -1292337.372506
  nChanged 85
		SP:Iteration 31Q (169159.100000 sec): 3 clusters
  Score: Raw -1295389.018463 + Penalty 3021.606817 = -1292367.411646
  nChanged 75
		SP:Iteration 32Q (169159.250000 sec): 3 clusters
  Score: Raw -1295418.337719 + Penalty 3021.606817 = -1292396.730903
  nChanged 75
		SP:Iteration 33Q (169159.420000 sec): 3 clusters
  Score: Raw -1295442.179567 + Penalty 3021.606817 = -1292420.572750
  nChanged 60
		SP:Iteration 34Q (169159.560000 sec): 3 clusters
  Score: Raw -1295461.108263 + Penalty 3021.606817 = -1292439.501446
  nChanged 58
		SP:Iteration 35Q (169159.710000 sec): 3 clusters
  Score: Raw -1295479.712937 + Penalty 3021.606817 = -1292458.106120
  nChanged 56
		SP:Iteration 36Q (169159.860000 sec): 3 clusters
  Score: Raw -1295497.120472 + Penalty 3021.606817 = -1292475.513655
  nChanged 60
		SP:Iteration 37Q (169160.000000 sec): 3 clusters
  Score: Raw -1295514.063051 + Penalty 3021.606817 = -1292492.456234
  nChanged 53
		SP:Iteration 38Q (169160.170000 sec): 3 clusters
  Score: Raw -1295530.697576 + Penalty 3021.606817 = -1292509.090759
  nChanged 48
		SP:Iteration 39Q (169160.310000 sec): 3 clusters
  Score: Raw -1295545.276005 + Penalty 3021.606817 = -1292523.669188
  nChanged 39
		SP:Iteration 40F (169160.460000 sec): 3 clusters
  Score: Raw -1295557.393802 + Penalty 3021.606817 = -1292535.786985
  nChanged 37
		SP:Iteration 41Q (169160.630000 sec): 3 clusters
  Score: Raw -1295568.958174 + Penalty 3021.606817 = -1292547.351357
  nChanged 34
		SP:Iteration 42Q (169160.780000 sec): 3 clusters
  Score: Raw -1295578.386948 + Penalty 3021.606817 = -1292556.780131
  nChanged 28
		SP:Iteration 43Q (169160.920000 sec): 3 clusters
  Score: Raw -1295586.228528 + Penalty 3021.606817 = -1292564.621711
  nChanged 27
		SP:Iteration 44Q (169161.090000 sec): 3 clusters
  Score: Raw -1295594.039077 + Penalty 3021.606817 = -1292572.432260
  nChanged 28
		SP:Iteration 45Q (169161.230000 sec): 3 clusters
  Score: Raw -1295602.437352 + Penalty 3021.606817 = -1292580.830535
  nChanged 33
		SP:Iteration 46Q (169161.370000 sec): 3 clusters
  Score: Raw -1295613.616705 + Penalty 3021.606817 = -1292592.009889
  nChanged 31
		SP:Iteration 47Q (169161.540000 sec): 3 clusters
  Score: Raw -1295623.374420 + Penalty 3021.606817 = -1292601.767604
  nChanged 35
		SP:Iteration 48Q (169161.690000 sec): 3 clusters
  Score: Raw -1295636.102097 + Penalty 3021.606817 = -1292614.495280
  nChanged 32
		SP:Iteration 49Q (169161.830000 sec): 3 clusters
  Score: Raw -1295648.064025 + Penalty 3021.606817 = -1292626.457208
  nChanged 30
		SP:Iteration 50Q (169161.990000 sec): 3 clusters
  Score: Raw -1295657.864872 + Penalty 3021.606817 = -1292636.258055
  nChanged 26
		SP:Iteration 51Q (169162.140000 sec): 3 clusters
  Score: Raw -1295667.424537 + Penalty 3021.606817 = -1292645.817720
  nChanged 19
		SP:Iteration 52Q (169162.280000 sec): 3 clusters
  Score: Raw -1295672.619973 + Penalty 3021.606817 = -1292651.013156
  nChanged 17
		SP:Iteration 53Q (169162.460000 sec): 3 clusters
  Score: Raw -1295679.590314 + Penalty 3021.606817 = -1292657.983498
  nChanged 24
		SP:Iteration 54Q (169162.600000 sec): 3 clusters
  Score: Raw -1295687.924906 + Penalty 3021.606817 = -1292666.318090
  nChanged 24
		SP:Iteration 55Q (169162.740000 sec): 3 clusters
  Score: Raw -1295694.178225 + Penalty 3021.606817 = -1292672.571408
  nChanged 19
		SP:Iteration 56Q (169162.910000 sec): 3 clusters
  Score: Raw -1295700.300484 + Penalty 3021.606817 = -1292678.693667
  nChanged 15
		SP:Iteration 57Q (169163.060000 sec): 3 clusters
  Score: Raw -1295706.477170 + Penalty 3021.606817 = -1292684.870353
  nChanged 26
		SP:Iteration 58Q (169163.190000 sec): 3 clusters
  Score: Raw -1295713.725767 + Penalty 3021.606817 = -1292692.118950
  nChanged 18
		SP:Iteration 59Q (169163.370000 sec): 3 clusters
  Score: Raw -1295719.600821 + Penalty 3021.606817 = -1292697.994005
  nChanged 15
		SP:Iteration 60F (169163.520000 sec): 3 clusters
  Score: Raw -1295723.778544 + Penalty 3021.606817 = -1292702.171727
  nChanged 19
		SP:Iteration 61Q (169163.660000 sec): 3 clusters
  Score: Raw -1295730.663084 + Penalty 3021.606817 = -1292709.056267
  nChanged 21
		SP:Iteration 62Q (169163.830000 sec): 3 clusters
  Score: Raw -1295737.702419 + Penalty 3021.606817 = -1292716.095602
  nChanged 24
		SP:Iteration 63Q (169163.980000 sec): 3 clusters
  Score: Raw -1295745.876050 + Penalty 3021.606817 = -1292724.269233
  nChanged 21
		SP:Iteration 64Q (169164.120000 sec): 3 clusters
  Score: Raw -1295755.205543 + Penalty 3021.606817 = -1292733.598726
  nChanged 24
		SP:Iteration 65Q (169164.290000 sec): 3 clusters
  Score: Raw -1295763.803565 + Penalty 3021.606817 = -1292742.196748
  nChanged 23
		SP:Iteration 66Q (169164.430000 sec): 3 clusters
  Score: Raw -1295775.643424 + Penalty 3021.606817 = -1292754.036607
  nChanged 21
		SP:Iteration 67Q (169164.570000 sec): 3 clusters
  Score: Raw -1295782.331312 + Penalty 3021.606817 = -1292760.724496
  nChanged 20
		SP:Iteration 68Q (169164.740000 sec): 3 clusters
  Score: Raw -1295788.949570 + Penalty 3021.606817 = -1292767.342754
  nChanged 20
		SP:Iteration 69Q (169164.890000 sec): 3 clusters
  Score: Raw -1295794.872427 + Penalty 3021.606817 = -1292773.265610
  nChanged 17
		SP:Iteration 70Q (169165.030000 sec): 3 clusters
  Score: Raw -1295801.153693 + Penalty 3021.606817 = -1292779.546876
  nChanged 17
		SP:Iteration 71Q (169165.190000 sec): 3 clusters
  Score: Raw -1295807.798404 + Penalty 3021.606817 = -1292786.191587
  nChanged 13
		SP:Iteration 72Q (169165.340000 sec): 3 clusters
  Score: Raw -1295813.933345 + Penalty 3021.606817 = -1292792.326528
  nChanged 11
		SP:Iteration 73Q (169165.480000 sec): 3 clusters
  Score: Raw -1295817.945878 + Penalty 3021.606817 = -1292796.339061
  nChanged 13
		SP:Iteration 74Q (169165.650000 sec): 3 clusters
  Score: Raw -1295822.219807 + Penalty 3021.606817 = -1292800.612990
  nChanged 12
		SP:Iteration 75Q (169165.790000 sec): 3 clusters
  Score: Raw -1295826.044118 + Penalty 3021.606817 = -1292804.437301
  nChanged 11
		SP:Iteration 76Q (169165.930000 sec): 3 clusters
  Score: Raw -1295829.201551 + Penalty 3021.606817 = -1292807.594734
  nChanged 10
		SP:Iteration 77Q (169166.100000 sec): 3 clusters
  Score: Raw -1295832.323912 + Penalty 3021.606817 = -1292810.717095
  nChanged 8
		SP:Iteration 78Q (169166.270000 sec): 3 clusters
  Score: Raw -1295834.540295 + Penalty 3021.606817 = -1292812.933478
  nChanged 7
		SP:Iteration 79Q (169166.400000 sec): 3 clusters
  Score: Raw -1295837.051937 + Penalty 3021.606817 = -1292815.445120
  nChanged 5
		SP:Iteration 80F (169166.560000 sec): 3 clusters
  Score: Raw -1295838.488683 + Penalty 3021.606817 = -1292816.881866
  nChanged 4
		SP:Iteration 81Q (169166.710000 sec): 3 clusters
  Score: Raw -1295840.181164 + Penalty 3021.606817 = -1292818.574347
  nChanged 3
		SP:Iteration 82Q (169166.850000 sec): 3 clusters
  Score: Raw -1295841.100103 + Penalty 3021.606817 = -1292819.493286
  nChanged 2
		SP:Iteration 83Q (169167.010000 sec): 3 clusters
  Score: Raw -1295841.507284 + Penalty 3021.606817 = -1292819.900467
  nChanged 1
		SP:Iteration 84Q (169167.170000 sec): 3 clusters
  Score: Raw -1295841.613822 + Penalty 3021.606817 = -1292820.007005
  nChanged 0
		SP:Iteration 85F (169167.310000 sec): 3 clusters
  Score: Raw -1295841.613822 + Penalty 3021.606817 = -1292820.007005
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 42 (10587 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169167.450000 sec): 2 clusters
  Score: Raw -1240994.258407 + Penalty 1505.949593 = -1239488.308814
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169167.640000 sec): 3 clusters
  Score: Raw -1235020.339852 + Penalty 3011.899187 = -1232008.440665
  nChanged 4534
		SP:Iteration 1F (169167.780000 sec): 3 clusters
  Score: Raw -1237685.929265 + Penalty 3011.899187 = -1234674.030078
  nChanged 788
		SP:Iteration 2F (169167.910000 sec): 3 clusters
  Score: Raw -1238168.140091 + Penalty 3011.899187 = -1235156.240904
  nChanged 675
		SP:Iteration 3F (169168.080000 sec): 3 clusters
  Score: Raw -1238561.548396 + Penalty 3011.899187 = -1235549.649209
  nChanged 625
		SP:Iteration 4F (169168.230000 sec): 3 clusters
  Score: Raw -1238958.631525 + Penalty 3011.899187 = -1235946.732338
  nChanged 598
		SP:Iteration 5F (169168.370000 sec): 3 clusters
  Score: Raw -1239388.099469 + Penalty 3011.899187 = -1236376.200283
  nChanged 595
		SP:Iteration 6F (169168.550000 sec): 3 clusters
  Score: Raw -1239797.603128 + Penalty 3011.899187 = -1236785.703941
  nChanged 543
		SP:Iteration 7F (169168.700000 sec): 3 clusters
  Score: Raw -1240174.303123 + Penalty 3011.899187 = -1237162.403937
  nChanged 474
		SP:Iteration 8Q (169168.850000 sec): 3 clusters
  Score: Raw -1240459.744381 + Penalty 3011.899187 = -1237447.845194
  nChanged 372
		SP:Iteration 9Q (169169.020000 sec): 3 clusters
  Score: Raw -1240648.473467 + Penalty 3011.899187 = -1237636.574280
  nChanged 286
		SP:Iteration 10Q (169169.160000 sec): 3 clusters
  Score: Raw -1240768.464512 + Penalty 3011.899187 = -1237756.565326
  nChanged 219
		SP:Iteration 11Q (169169.310000 sec): 3 clusters
  Score: Raw -1240855.067606 + Penalty 3011.899187 = -1237843.168419
  nChanged 182
		SP:Iteration 12Q (169169.490000 sec): 3 clusters
  Score: Raw -1240927.588666 + Penalty 3011.899187 = -1237915.689479
  nChanged 174
		SP:Iteration 13Q (169169.630000 sec): 3 clusters
  Score: Raw -1241023.091068 + Penalty 3011.899187 = -1238011.191881
  nChanged 190
		SP:Iteration 14Q (169169.780000 sec): 3 clusters
  Score: Raw -1241128.941339 + Penalty 3011.899187 = -1238117.042152
  nChanged 189
		SP:Iteration 15Q (169169.950000 sec): 3 clusters
  Score: Raw -1241226.595570 + Penalty 3011.899187 = -1238214.696383
  nChanged 192
		SP:Iteration 16Q (169170.090000 sec): 3 clusters
  Score: Raw -1241343.821280 + Penalty 3011.899187 = -1238331.922093
  nChanged 197
		SP:Iteration 17Q (169170.240000 sec): 3 clusters
  Score: Raw -1241462.595578 + Penalty 3011.899187 = -1238450.696392
  nChanged 196
		SP:Iteration 18Q (169170.410000 sec): 3 clusters
  Score: Raw -1241605.901514 + Penalty 3011.899187 = -1238594.002327
  nChanged 206
		SP:Iteration 19Q (169170.550000 sec): 3 clusters
  Score: Raw -1241762.524426 + Penalty 3011.899187 = -1238750.625239
  nChanged 192
		SP:Iteration 20F (169170.710000 sec): 3 clusters
  Score: Raw -1241874.876541 + Penalty 3011.899187 = -1238862.977354
  nChanged 155
		SP:Iteration 21Q (169170.870000 sec): 3 clusters
  Score: Raw -1241947.896196 + Penalty 3011.899187 = -1238935.997009
  nChanged 148
		SP:Iteration 22Q (169171.010000 sec): 3 clusters
  Score: Raw -1242020.191922 + Penalty 3011.899187 = -1239008.292735
  nChanged 116
		SP:Iteration 23Q (169171.160000 sec): 3 clusters
  Score: Raw -1242059.653438 + Penalty 3011.899187 = -1239047.754251
  nChanged 94
		SP:Iteration 24Q (169171.330000 sec): 3 clusters
  Score: Raw -1242081.525343 + Penalty 3011.899187 = -1239069.626156
  nChanged 58
		SP:Iteration 25Q (169171.460000 sec): 3 clusters
  Score: Raw -1242096.023057 + Penalty 3011.899187 = -1239084.123871
  nChanged 41
		SP:Iteration 26Q (169171.610000 sec): 3 clusters
  Score: Raw -1242103.752843 + Penalty 3011.899187 = -1239091.853656
  nChanged 30
		SP:Iteration 27Q (169171.770000 sec): 3 clusters
  Score: Raw -1242109.072144 + Penalty 3011.899187 = -1239097.172958
  nChanged 29
		SP:Iteration 28Q (169171.910000 sec): 3 clusters
  Score: Raw -1242114.688388 + Penalty 3011.899187 = -1239102.789201
  nChanged 25
		SP:Iteration 29Q (169172.050000 sec): 3 clusters
  Score: Raw -1242118.582930 + Penalty 3011.899187 = -1239106.683744
  nChanged 18
		SP:Iteration 30Q (169172.220000 sec): 3 clusters
  Score: Raw -1242121.172793 + Penalty 3011.899187 = -1239109.273606
  nChanged 9
		SP:Iteration 31Q (169172.370000 sec): 3 clusters
  Score: Raw -1242122.271241 + Penalty 3011.899187 = -1239110.372055
  nChanged 10
		SP:Iteration 32Q (169172.500000 sec): 3 clusters
  Score: Raw -1242123.376804 + Penalty 3011.899187 = -1239111.477617
  nChanged 6
		SP:Iteration 33Q (169172.670000 sec): 3 clusters
  Score: Raw -1242123.939689 + Penalty 3011.899187 = -1239112.040502
  nChanged 2
		SP:Iteration 34Q (169172.820000 sec): 3 clusters
  Score: Raw -1242124.034277 + Penalty 3011.899187 = -1239112.135090
  nChanged 0
		SP:Iteration 35F (169172.950000 sec): 3 clusters
  Score: Raw -1242124.034277 + Penalty 3011.899187 = -1239112.135090
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 43 (1203 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169173.030000 sec): 2 clusters
  Score: Raw -128398.364611 + Penalty 1152.543229 = -127245.821382
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169173.050000 sec): 3 clusters
  Score: Raw -128022.682376 + Penalty 2305.086458 = -125717.595918
  nChanged 374
		SP:Iteration 1F (169173.080000 sec): 3 clusters
  Score: Raw -128340.952121 + Penalty 2305.086458 = -126035.865663
  nChanged 89
		SP:Iteration 2F (169173.110000 sec): 3 clusters
  Score: Raw -128441.292483 + Penalty 2305.086458 = -126136.206025
  nChanged 55
		SP:Iteration 3Q (169173.130000 sec): 3 clusters
  Score: Raw -128505.075373 + Penalty 2305.086458 = -126199.988916
  nChanged 48
		SP:Iteration 4Q (169173.160000 sec): 3 clusters
  Score: Raw -128553.562151 + Penalty 2305.086458 = -126248.475694
  nChanged 40
		SP:Iteration 5Q (169173.180000 sec): 3 clusters
  Score: Raw -128598.908367 + Penalty 2305.086458 = -126293.821910
  nChanged 44
		SP:Iteration 6Q (169173.210000 sec): 3 clusters
  Score: Raw -128637.562429 + Penalty 2305.086458 = -126332.475972
  nChanged 31
		SP:Iteration 7Q (169173.230000 sec): 3 clusters
  Score: Raw -128675.241925 + Penalty 2305.086458 = -126370.155468
  nChanged 35
		SP:Iteration 8Q (169173.250000 sec): 3 clusters
  Score: Raw -128717.027857 + Penalty 2305.086458 = -126411.941399
  nChanged 22
		SP:Iteration 9Q (169173.270000 sec): 3 clusters
  Score: Raw -128743.712088 + Penalty 2305.086458 = -126438.625630
  nChanged 27
		SP:Iteration 10Q (169173.290000 sec): 3 clusters
  Score: Raw -128780.064369 + Penalty 2305.086458 = -126474.977911
  nChanged 26
		SP:Iteration 11Q (169173.320000 sec): 3 clusters
  Score: Raw -128803.845059 + Penalty 2305.086458 = -126498.758601
  nChanged 22
		SP:Iteration 12Q (169173.340000 sec): 3 clusters
  Score: Raw -128819.428756 + Penalty 2305.086458 = -126514.342298
  nChanged 11
		SP:Iteration 13Q (169173.360000 sec): 3 clusters
  Score: Raw -128832.648208 + Penalty 2305.086458 = -126527.561750
  nChanged 8
		SP:Iteration 14Q (169173.390000 sec): 3 clusters
  Score: Raw -128844.742979 + Penalty 2305.086458 = -126539.656521
  nChanged 6
		SP:Iteration 15Q (169173.410000 sec): 3 clusters
  Score: Raw -128848.200857 + Penalty 2305.086458 = -126543.114399
  nChanged 1
		SP:Iteration 16Q (169173.430000 sec): 3 clusters
  Score: Raw -128848.504003 + Penalty 2305.086458 = -126543.417545
  nChanged 1
		SP:Iteration 17Q (169173.450000 sec): 3 clusters
  Score: Raw -128848.716911 + Penalty 2305.086458 = -126543.630453
  nChanged 1
		SP:Iteration 18Q (169173.470000 sec): 3 clusters
  Score: Raw -128849.019569 + Penalty 2305.086458 = -126543.933111
  nChanged 0
		SP:Iteration 19F (169173.490000 sec): 3 clusters
  Score: Raw -128849.019569 + Penalty 2305.086458 = -126543.933111
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 44 (440 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169173.550000 sec): 2 clusters
  Score: Raw -50014.400043 + Penalty 989.100893 = -49025.299150
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169173.560000 sec): 3 clusters
  Score: Raw -49978.535495 + Penalty 1978.201786 = -48000.333709
  nChanged 90
		SP:Iteration 1F (169173.570000 sec): 3 clusters
  Score: Raw -50132.830526 + Penalty 1978.201786 = -48154.628740
  nChanged 36
		SP:Iteration 2F (169173.570000 sec): 3 clusters
  Score: Raw -50200.064293 + Penalty 1978.201786 = -48221.862507
  nChanged 10
		SP:Iteration 3Q (169173.590000 sec): 3 clusters
  Score: Raw -50229.222694 + Penalty 1978.201786 = -48251.020907
  nChanged 6
		SP:Iteration 4Q (169173.590000 sec): 3 clusters
  Score: Raw -50245.235569 + Penalty 1978.201786 = -48267.033783
  nChanged 6
		SP:Iteration 5Q (169173.600000 sec): 3 clusters
  Score: Raw -50255.134196 + Penalty 1978.201786 = -48276.932410
  nChanged 4
		SP:Iteration 6Q (169173.610000 sec): 3 clusters
  Score: Raw -50266.079171 + Penalty 1978.201786 = -48287.877384
  nChanged 2
		SP:Iteration 7Q (169173.620000 sec): 3 clusters
  Score: Raw -50277.086823 + Penalty 1978.201786 = -48298.885037
  nChanged 2
		SP:Iteration 8Q (169173.630000 sec): 3 clusters
  Score: Raw -50283.101287 + Penalty 1978.201786 = -48304.899500
  nChanged 3
		SP:Iteration 9Q (169173.640000 sec): 3 clusters
  Score: Raw -50288.050666 + Penalty 1978.201786 = -48309.848880
  nChanged 2
		SP:Iteration 10Q (169173.650000 sec): 3 clusters
  Score: Raw -50293.033470 + Penalty 1978.201786 = -48314.831683
  nChanged 2
		SP:Iteration 11Q (169173.660000 sec): 3 clusters
  Score: Raw -50299.455823 + Penalty 1978.201786 = -48321.254036
  nChanged 1
		SP:Iteration 12Q (169173.670000 sec): 3 clusters
  Score: Raw -50300.317993 + Penalty 1978.201786 = -48322.116206
  nChanged 0
		SP:Iteration 13F (169173.680000 sec): 3 clusters
  Score: Raw -50300.317993 + Penalty 1978.201786 = -48322.116206
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 45 (650 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169173.730000 sec): 2 clusters
  Score: Raw -74556.309097 + Penalty 1052.508009 = -73503.801088
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169173.750000 sec): 3 clusters
  Score: Raw -74454.766718 + Penalty 2105.016018 = -72349.750700
  nChanged 161
		SP:Iteration 1F (169173.760000 sec): 3 clusters
  Score: Raw -74683.918633 + Penalty 2105.016018 = -72578.902616
  nChanged 41
		SP:Iteration 2F (169173.770000 sec): 3 clusters
  Score: Raw -74752.560134 + Penalty 2105.016018 = -72647.544117
  nChanged 22
		SP:Iteration 3Q (169173.780000 sec): 3 clusters
  Score: Raw -74791.937194 + Penalty 2105.016018 = -72686.921176
  nChanged 19
		SP:Iteration 4Q (169173.800000 sec): 3 clusters
  Score: Raw -74821.700194 + Penalty 2105.016018 = -72716.684176
  nChanged 15
		SP:Iteration 5Q (169173.810000 sec): 3 clusters
  Score: Raw -74845.203459 + Penalty 2105.016018 = -72740.187441
  nChanged 10
		SP:Iteration 6Q (169173.820000 sec): 3 clusters
  Score: Raw -74858.092300 + Penalty 2105.016018 = -72753.076282
  nChanged 6
		SP:Iteration 7Q (169173.830000 sec): 3 clusters
  Score: Raw -74867.092677 + Penalty 2105.016018 = -72762.076659
  nChanged 7
		SP:Iteration 8Q (169173.850000 sec): 3 clusters
  Score: Raw -74877.526805 + Penalty 2105.016018 = -72772.510787
  nChanged 2
		SP:Iteration 9Q (169173.860000 sec): 3 clusters
  Score: Raw -74879.264496 + Penalty 2105.016018 = -72774.248478
  nChanged 2
		SP:Iteration 10Q (169173.870000 sec): 3 clusters
  Score: Raw -74881.865561 + Penalty 2105.016018 = -72776.849543
  nChanged 4
		SP:Iteration 11Q (169173.890000 sec): 3 clusters
  Score: Raw -74888.273403 + Penalty 2105.016018 = -72783.257385
  nChanged 7
		SP:Iteration 12Q (169173.900000 sec): 3 clusters
  Score: Raw -74895.100162 + Penalty 2105.016018 = -72790.084144
  nChanged 3
		SP:Iteration 13Q (169173.910000 sec): 3 clusters
  Score: Raw -74897.414708 + Penalty 2105.016018 = -72792.398690
  nChanged 1
		SP:Iteration 14Q (169173.920000 sec): 3 clusters
  Score: Raw -74897.773486 + Penalty 2105.016018 = -72792.757468
  nChanged 1
		SP:Iteration 15Q (169173.930000 sec): 3 clusters
  Score: Raw -74898.353944 + Penalty 2105.016018 = -72793.337926
  nChanged 0
		SP:Iteration 16F (169173.950000 sec): 3 clusters
  Score: Raw -74898.353944 + Penalty 2105.016018 = -72793.337926
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 46 (3766 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169174.020000 sec): 2 clusters
  Score: Raw -443277.153233 + Penalty 1337.987415 = -441939.165818
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169174.090000 sec): 3 clusters
  Score: Raw -441481.512417 + Penalty 2675.974830 = -438805.537587
  nChanged 1425
		SP:Iteration 1F (169174.170000 sec): 3 clusters
  Score: Raw -442415.732802 + Penalty 2675.974830 = -439739.757971
  nChanged 326
		SP:Iteration 2F (169174.230000 sec): 3 clusters
  Score: Raw -442664.943155 + Penalty 2675.974830 = -439988.968324
  nChanged 215
		SP:Iteration 3F (169174.300000 sec): 3 clusters
  Score: Raw -442829.287905 + Penalty 2675.974830 = -440153.313074
  nChanged 183
		SP:Iteration 4Q (169174.370000 sec): 3 clusters
  Score: Raw -442938.371513 + Penalty 2675.974830 = -440262.396683
  nChanged 127
		SP:Iteration 5Q (169174.430000 sec): 3 clusters
  Score: Raw -443019.154585 + Penalty 2675.974830 = -440343.179754
  nChanged 118
		SP:Iteration 6Q (169174.500000 sec): 3 clusters
  Score: Raw -443085.343828 + Penalty 2675.974830 = -440409.368998
  nChanged 100
		SP:Iteration 7Q (169174.570000 sec): 3 clusters
  Score: Raw -443133.303766 + Penalty 2675.974830 = -440457.328935
  nChanged 76
		SP:Iteration 8Q (169174.630000 sec): 3 clusters
  Score: Raw -443166.308856 + Penalty 2675.974830 = -440490.334025
  nChanged 57
		SP:Iteration 9Q (169174.700000 sec): 3 clusters
  Score: Raw -443197.299842 + Penalty 2675.974830 = -440521.325011
  nChanged 69
		SP:Iteration 10Q (169174.770000 sec): 3 clusters
  Score: Raw -443240.856814 + Penalty 2675.974830 = -440564.881984
  nChanged 81
		SP:Iteration 11Q (169174.840000 sec): 3 clusters
  Score: Raw -443305.497263 + Penalty 2675.974830 = -440629.522432
  nChanged 84
		SP:Iteration 12Q (169174.910000 sec): 3 clusters
  Score: Raw -443355.355914 + Penalty 2675.974830 = -440679.381083
  nChanged 74
		SP:Iteration 13Q (169174.970000 sec): 3 clusters
  Score: Raw -443399.409839 + Penalty 2675.974830 = -440723.435009
  nChanged 86
		SP:Iteration 14Q (169175.040000 sec): 3 clusters
  Score: Raw -443441.683108 + Penalty 2675.974830 = -440765.708278
  nChanged 64
		SP:Iteration 15Q (169175.110000 sec): 3 clusters
  Score: Raw -443479.945151 + Penalty 2675.974830 = -440803.970320
  nChanged 62
		SP:Iteration 16Q (169175.170000 sec): 3 clusters
  Score: Raw -443520.853791 + Penalty 2675.974830 = -440844.878961
  nChanged 65
		SP:Iteration 17Q (169175.240000 sec): 3 clusters
  Score: Raw -443563.787061 + Penalty 2675.974830 = -440887.812231
  nChanged 57
		SP:Iteration 18Q (169175.310000 sec): 3 clusters
  Score: Raw -443593.974986 + Penalty 2675.974830 = -440918.000155
  nChanged 40
		SP:Iteration 19Q (169175.380000 sec): 3 clusters
  Score: Raw -443616.734802 + Penalty 2675.974830 = -440940.759971
  nChanged 29
		SP:Iteration 20F (169175.450000 sec): 3 clusters
  Score: Raw -443633.031232 + Penalty 2675.974830 = -440957.056402
  nChanged 24
		SP:Iteration 21Q (169175.510000 sec): 3 clusters
  Score: Raw -443644.632416 + Penalty 2675.974830 = -440968.657586
  nChanged 25
		SP:Iteration 22Q (169175.580000 sec): 3 clusters
  Score: Raw -443654.934070 + Penalty 2675.974830 = -440978.959239
  nChanged 22
		SP:Iteration 23Q (169175.640000 sec): 3 clusters
  Score: Raw -443662.965630 + Penalty 2675.974830 = -440986.990799
  nChanged 18
		SP:Iteration 24Q (169175.710000 sec): 3 clusters
  Score: Raw -443670.506656 + Penalty 2675.974830 = -440994.531825
  nChanged 23
		SP:Iteration 25Q (169175.780000 sec): 3 clusters
  Score: Raw -443682.745939 + Penalty 2675.974830 = -441006.771108
  nChanged 21
		SP:Iteration 26Q (169175.840000 sec): 3 clusters
  Score: Raw -443693.219996 + Penalty 2675.974830 = -441017.245165
  nChanged 22
		SP:Iteration 27Q (169175.910000 sec): 3 clusters
  Score: Raw -443701.780245 + Penalty 2675.974830 = -441025.805414
  nChanged 16
		SP:Iteration 28Q (169175.980000 sec): 3 clusters
  Score: Raw -443706.717041 + Penalty 2675.974830 = -441030.742210
  nChanged 9
		SP:Iteration 29Q (169176.050000 sec): 3 clusters
  Score: Raw -443709.339805 + Penalty 2675.974830 = -441033.364974
  nChanged 8
		SP:Iteration 30Q (169176.120000 sec): 3 clusters
  Score: Raw -443712.336751 + Penalty 2675.974830 = -441036.361920
  nChanged 4
		SP:Iteration 31Q (169176.180000 sec): 3 clusters
  Score: Raw -443713.801716 + Penalty 2675.974830 = -441037.826886
  nChanged 2
		SP:Iteration 32Q (169176.250000 sec): 3 clusters
  Score: Raw -443714.251259 + Penalty 2675.974830 = -441038.276429
  nChanged 2
		SP:Iteration 33Q (169176.310000 sec): 3 clusters
  Score: Raw -443715.193431 + Penalty 2675.974830 = -441039.218600
  nChanged 2
		SP:Iteration 34Q (169176.380000 sec): 3 clusters
  Score: Raw -443715.584296 + Penalty 2675.974830 = -441039.609465
  nChanged 2
		SP:Iteration 35Q (169176.440000 sec): 3 clusters
  Score: Raw -443716.469217 + Penalty 2675.974830 = -441040.494386
  nChanged 7
		SP:Iteration 36Q (169176.510000 sec): 3 clusters
  Score: Raw -443719.374008 + Penalty 2675.974830 = -441043.399177
  nChanged 7
		SP:Iteration 37Q (169176.580000 sec): 3 clusters
  Score: Raw -443721.581375 + Penalty 2675.974830 = -441045.606544
  nChanged 3
		SP:Iteration 38Q (169176.640000 sec): 3 clusters
  Score: Raw -443722.356851 + Penalty 2675.974830 = -441046.382020
  nChanged 4
		SP:Iteration 39Q (169176.710000 sec): 3 clusters
  Score: Raw -443723.881121 + Penalty 2675.974830 = -441047.906291
  nChanged 5
		SP:Iteration 40F (169176.780000 sec): 3 clusters
  Score: Raw -443726.045852 + Penalty 2675.974830 = -441050.071022
  nChanged 6
		SP:Iteration 41Q (169176.840000 sec): 3 clusters
  Score: Raw -443727.788764 + Penalty 2675.974830 = -441051.813934
  nChanged 6
		SP:Iteration 42Q (169176.910000 sec): 3 clusters
  Score: Raw -443730.118135 + Penalty 2675.974830 = -441054.143304
  nChanged 8
		SP:Iteration 43Q (169176.980000 sec): 3 clusters
  Score: Raw -443732.762192 + Penalty 2675.974830 = -441056.787361
  nChanged 11
		SP:Iteration 44Q (169177.040000 sec): 3 clusters
  Score: Raw -443736.182612 + Penalty 2675.974830 = -441060.207782
  nChanged 4
		SP:Iteration 45Q (169177.110000 sec): 3 clusters
  Score: Raw -443737.248226 + Penalty 2675.974830 = -441061.273395
  nChanged 5
		SP:Iteration 46Q (169177.180000 sec): 3 clusters
  Score: Raw -443738.743128 + Penalty 2675.974830 = -441062.768298
  nChanged 7
		SP:Iteration 47Q (169177.240000 sec): 3 clusters
  Score: Raw -443741.476215 + Penalty 2675.974830 = -441065.501385
  nChanged 7
		SP:Iteration 48Q (169177.310000 sec): 3 clusters
  Score: Raw -443743.066910 + Penalty 2675.974830 = -441067.092079
  nChanged 5
		SP:Iteration 49Q (169177.370000 sec): 3 clusters
  Score: Raw -443746.712669 + Penalty 2675.974830 = -441070.737839
  nChanged 8
		SP:Iteration 50Q (169177.440000 sec): 3 clusters
  Score: Raw -443748.931508 + Penalty 2675.974830 = -441072.956678
  nChanged 5
		SP:Iteration 51Q (169177.500000 sec): 3 clusters
  Score: Raw -443750.679909 + Penalty 2675.974830 = -441074.705078
  nChanged 4
		SP:Iteration 52Q (169177.570000 sec): 3 clusters
  Score: Raw -443751.990198 + Penalty 2675.974830 = -441076.015367
  nChanged 5
		SP:Iteration 53Q (169177.630000 sec): 3 clusters
  Score: Raw -443753.629182 + Penalty 2675.974830 = -441077.654352
  nChanged 4
		SP:Iteration 54Q (169177.700000 sec): 3 clusters
  Score: Raw -443754.525944 + Penalty 2675.974830 = -441078.551114
  nChanged 5
		SP:Iteration 55Q (169177.760000 sec): 3 clusters
  Score: Raw -443755.713569 + Penalty 2675.974830 = -441079.738738
  nChanged 6
		SP:Iteration 56Q (169177.830000 sec): 3 clusters
  Score: Raw -443757.605820 + Penalty 2675.974830 = -441081.630989
  nChanged 9
		SP:Iteration 57Q (169177.900000 sec): 3 clusters
  Score: Raw -443759.898501 + Penalty 2675.974830 = -441083.923671
  nChanged 3
		SP:Iteration 58Q (169177.960000 sec): 3 clusters
  Score: Raw -443760.323218 + Penalty 2675.974830 = -441084.348388
  nChanged 0
		SP:Iteration 59F (169178.030000 sec): 3 clusters
  Score: Raw -443760.323218 + Penalty 2675.974830 = -441084.348388
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 47 (8172 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169178.140000 sec): 2 clusters
  Score: Raw -911960.890901 + Penalty 1463.876205 = -910497.014695
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169178.260000 sec): 3 clusters
  Score: Raw -907431.642724 + Penalty 2927.752411 = -904503.890313
  nChanged 3554
		SP:Iteration 1F (169178.380000 sec): 3 clusters
  Score: Raw -909481.662476 + Penalty 2927.752411 = -906553.910066
  nChanged 572
		SP:Iteration 2F (169178.500000 sec): 3 clusters
  Score: Raw -909906.223471 + Penalty 2927.752411 = -906978.471061
  nChanged 561
		SP:Iteration 3F (169178.630000 sec): 3 clusters
  Score: Raw -910294.598334 + Penalty 2927.752411 = -907366.845923
  nChanged 546
		SP:Iteration 4F (169178.760000 sec): 3 clusters
  Score: Raw -910673.113435 + Penalty 2927.752411 = -907745.361024
  nChanged 509
		SP:Iteration 5F (169178.880000 sec): 3 clusters
  Score: Raw -911029.095020 + Penalty 2927.752411 = -908101.342610
  nChanged 474
		SP:Iteration 6F (169179.010000 sec): 3 clusters
  Score: Raw -911341.279641 + Penalty 2927.752411 = -908413.527231
  nChanged 436
		SP:Iteration 7F (169179.140000 sec): 3 clusters
  Score: Raw -911610.593403 + Penalty 2927.752411 = -908682.840992
  nChanged 379
		SP:Iteration 8Q (169179.270000 sec): 3 clusters
  Score: Raw -911851.633140 + Penalty 2927.752411 = -908923.880729
  nChanged 368
		SP:Iteration 9Q (169179.400000 sec): 3 clusters
  Score: Raw -912073.812532 + Penalty 2927.752411 = -909146.060122
  nChanged 310
		SP:Iteration 10Q (169179.520000 sec): 3 clusters
  Score: Raw -912259.701740 + Penalty 2927.752411 = -909331.949329
  nChanged 258
		SP:Iteration 11Q (169179.650000 sec): 3 clusters
  Score: Raw -912405.584234 + Penalty 2927.752411 = -909477.831824
  nChanged 208
		SP:Iteration 12Q (169179.770000 sec): 3 clusters
  Score: Raw -912525.390818 + Penalty 2927.752411 = -909597.638408
  nChanged 160
		SP:Iteration 13Q (169179.900000 sec): 3 clusters
  Score: Raw -912608.749384 + Penalty 2927.752411 = -909680.996974
  nChanged 118
		SP:Iteration 14Q (169180.030000 sec): 3 clusters
  Score: Raw -912676.101317 + Penalty 2927.752411 = -909748.348906
  nChanged 108
		SP:Iteration 15Q (169180.150000 sec): 3 clusters
  Score: Raw -912749.601406 + Penalty 2927.752411 = -909821.848996
  nChanged 88
		SP:Iteration 16Q (169180.280000 sec): 3 clusters
  Score: Raw -912807.090625 + Penalty 2927.752411 = -909879.338215
  nChanged 67
		SP:Iteration 17Q (169180.400000 sec): 3 clusters
  Score: Raw -912862.110733 + Penalty 2927.752411 = -909934.358322
  nChanged 56
		SP:Iteration 18Q (169180.520000 sec): 3 clusters
  Score: Raw -912900.944617 + Penalty 2927.752411 = -909973.192207
  nChanged 35
		SP:Iteration 19Q (169180.650000 sec): 3 clusters
  Score: Raw -912927.840237 + Penalty 2927.752411 = -910000.087826
  nChanged 33
		SP:Iteration 20F (169180.780000 sec): 3 clusters
  Score: Raw -912950.632905 + Penalty 2927.752411 = -910022.880495
  nChanged 27
		SP:Iteration 21Q (169180.910000 sec): 3 clusters
  Score: Raw -912970.828316 + Penalty 2927.752411 = -910043.075905
  nChanged 26
		SP:Iteration 22Q (169181.030000 sec): 3 clusters
  Score: Raw -912981.466831 + Penalty 2927.752411 = -910053.714420
  nChanged 14
		SP:Iteration 23Q (169181.150000 sec): 3 clusters
  Score: Raw -912988.331963 + Penalty 2927.752411 = -910060.579553
  nChanged 10
		SP:Iteration 24Q (169181.270000 sec): 3 clusters
  Score: Raw -912993.721437 + Penalty 2927.752411 = -910065.969026
  nChanged 11
		SP:Iteration 25Q (169181.390000 sec): 3 clusters
  Score: Raw -913000.631567 + Penalty 2927.752411 = -910072.879156
  nChanged 12
		SP:Iteration 26Q (169181.510000 sec): 3 clusters
  Score: Raw -913007.305092 + Penalty 2927.752411 = -910079.552682
  nChanged 11
		SP:Iteration 27Q (169181.640000 sec): 3 clusters
  Score: Raw -913012.213857 + Penalty 2927.752411 = -910084.461446
  nChanged 10
		SP:Iteration 28Q (169181.760000 sec): 3 clusters
  Score: Raw -913015.997029 + Penalty 2927.752411 = -910088.244619
  nChanged 4
		SP:Iteration 29Q (169181.880000 sec): 3 clusters
  Score: Raw -913018.067228 + Penalty 2927.752411 = -910090.314817
  nChanged 3
		SP:Iteration 30Q (169182.000000 sec): 3 clusters
  Score: Raw -913018.944292 + Penalty 2927.752411 = -910091.191882
  nChanged 3
		SP:Iteration 31Q (169182.130000 sec): 3 clusters
  Score: Raw -913019.989521 + Penalty 2927.752411 = -910092.237111
  nChanged 1
		SP:Iteration 32Q (169182.250000 sec): 3 clusters
  Score: Raw -913020.786455 + Penalty 2927.752411 = -910093.034045
  nChanged 0
		SP:Iteration 33F (169182.370000 sec): 3 clusters
  Score: Raw -913020.786455 + Penalty 2927.752411 = -910093.034045
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 48 (3997 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169182.450000 sec): 2 clusters
  Score: Raw -450288.831086 + Penalty 1347.661146 = -448941.169940
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169182.540000 sec): 3 clusters
  Score: Raw -448312.386032 + Penalty 2695.322292 = -445617.063741
  nChanged 1593
		SP:Iteration 1F (169182.610000 sec): 3 clusters
  Score: Raw -449253.474320 + Penalty 2695.322292 = -446558.152028
  nChanged 332
		SP:Iteration 2F (169182.680000 sec): 3 clusters
  Score: Raw -449476.070959 + Penalty 2695.322292 = -446780.748668
  nChanged 209
		SP:Iteration 3F (169182.750000 sec): 3 clusters
  Score: Raw -449606.031270 + Penalty 2695.322292 = -446910.708978
  nChanged 189
		SP:Iteration 4Q (169182.830000 sec): 3 clusters
  Score: Raw -449714.226856 + Penalty 2695.322292 = -447018.904564
  nChanged 175
		SP:Iteration 5Q (169182.900000 sec): 3 clusters
  Score: Raw -449817.139613 + Penalty 2695.322292 = -447121.817322
  nChanged 173
		SP:Iteration 6Q (169182.970000 sec): 3 clusters
  Score: Raw -449941.308611 + Penalty 2695.322292 = -447245.986319
  nChanged 148
		SP:Iteration 7Q (169183.040000 sec): 3 clusters
  Score: Raw -450037.770220 + Penalty 2695.322292 = -447342.447928
  nChanged 141
		SP:Iteration 8Q (169183.110000 sec): 3 clusters
  Score: Raw -450126.258909 + Penalty 2695.322292 = -447430.936618
  nChanged 129
		SP:Iteration 9Q (169183.190000 sec): 3 clusters
  Score: Raw -450212.533179 + Penalty 2695.322292 = -447517.210887
  nChanged 131
		SP:Iteration 10Q (169183.260000 sec): 3 clusters
  Score: Raw -450316.671776 + Penalty 2695.322292 = -447621.349484
  nChanged 122
		SP:Iteration 11Q (169183.330000 sec): 3 clusters
  Score: Raw -450433.493698 + Penalty 2695.322292 = -447738.171406
  nChanged 117
		SP:Iteration 12Q (169183.400000 sec): 3 clusters
  Score: Raw -450544.966400 + Penalty 2695.322292 = -447849.644108
  nChanged 104
		SP:Iteration 13Q (169183.470000 sec): 3 clusters
  Score: Raw -450645.482460 + Penalty 2695.322292 = -447950.160169
  nChanged 99
		SP:Iteration 14Q (169183.540000 sec): 3 clusters
  Score: Raw -450745.344220 + Penalty 2695.322292 = -448050.021928
  nChanged 97
		SP:Iteration 15Q (169183.610000 sec): 3 clusters
  Score: Raw -450843.779113 + Penalty 2695.322292 = -448148.456821
  nChanged 91
		SP:Iteration 16Q (169183.680000 sec): 3 clusters
  Score: Raw -450970.189868 + Penalty 2695.322292 = -448274.867577
  nChanged 102
		SP:Iteration 17Q (169183.750000 sec): 3 clusters
  Score: Raw -451120.277099 + Penalty 2695.322292 = -448424.954807
  nChanged 79
		SP:Iteration 18Q (169183.820000 sec): 3 clusters
  Score: Raw -451224.465638 + Penalty 2695.322292 = -448529.143346
  nChanged 60
		SP:Iteration 19Q (169183.890000 sec): 3 clusters
  Score: Raw -451273.035582 + Penalty 2695.322292 = -448577.713290
  nChanged 37
		SP:Iteration 20F (169183.960000 sec): 3 clusters
  Score: Raw -451292.309419 + Penalty 2695.322292 = -448596.987127
  nChanged 26
		SP:Iteration 21Q (169184.030000 sec): 3 clusters
  Score: Raw -451303.664850 + Penalty 2695.322292 = -448608.342558
  nChanged 15
		SP:Iteration 22Q (169184.100000 sec): 3 clusters
  Score: Raw -451308.681670 + Penalty 2695.322292 = -448613.359378
  nChanged 8
		SP:Iteration 23Q (169184.170000 sec): 3 clusters
  Score: Raw -451311.422646 + Penalty 2695.322292 = -448616.100355
  nChanged 6
		SP:Iteration 24Q (169184.230000 sec): 3 clusters
  Score: Raw -451312.858863 + Penalty 2695.322292 = -448617.536572
  nChanged 1
		SP:Iteration 25Q (169184.310000 sec): 3 clusters
  Score: Raw -451313.231583 + Penalty 2695.322292 = -448617.909292
  nChanged 2
		SP:Iteration 26Q (169184.370000 sec): 3 clusters
  Score: Raw -451313.791454 + Penalty 2695.322292 = -448618.469162
  nChanged 0
		SP:Iteration 27F (169184.450000 sec): 3 clusters
  Score: Raw -451313.791454 + Penalty 2695.322292 = -448618.469162
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 49 (5379 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169184.530000 sec): 2 clusters
  Score: Raw -676539.720409 + Penalty 1395.916886 = -675143.803522
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169184.630000 sec): 3 clusters
  Score: Raw -673670.876870 + Penalty 2791.833773 = -670879.043097
  nChanged 2266
		SP:Iteration 1F (169184.730000 sec): 3 clusters
  Score: Raw -674942.975310 + Penalty 2791.833773 = -672151.141537
  nChanged 401
		SP:Iteration 2F (169184.820000 sec): 3 clusters
  Score: Raw -675143.201137 + Penalty 2791.833773 = -672351.367365
  nChanged 288
		SP:Iteration 3F (169184.910000 sec): 3 clusters
  Score: Raw -675300.081756 + Penalty 2791.833773 = -672508.247983
  nChanged 268
		SP:Iteration 4Q (169185.000000 sec): 3 clusters
  Score: Raw -675458.077840 + Penalty 2791.833773 = -672666.244067
  nChanged 272
		SP:Iteration 5F (169185.090000 sec): 3 clusters
  Score: Raw -675613.291689 + Penalty 2791.833773 = -672821.457917
  nChanged 251
		SP:Iteration 6Q (169185.190000 sec): 3 clusters
  Score: Raw -675766.391884 + Penalty 2791.833773 = -672974.558111
  nChanged 246
		SP:Iteration 7Q (169185.280000 sec): 3 clusters
  Score: Raw -675926.004734 + Penalty 2791.833773 = -673134.170961
  nChanged 229
		SP:Iteration 8Q (169185.370000 sec): 3 clusters
  Score: Raw -676078.634612 + Penalty 2791.833773 = -673286.800839
  nChanged 203
		SP:Iteration 9Q (169185.460000 sec): 3 clusters
  Score: Raw -676213.234648 + Penalty 2791.833773 = -673421.400875
  nChanged 141
		SP:Iteration 10Q (169185.550000 sec): 3 clusters
  Score: Raw -676315.101454 + Penalty 2791.833773 = -673523.267681
  nChanged 117
		SP:Iteration 11Q (169185.650000 sec): 3 clusters
  Score: Raw -676410.916655 + Penalty 2791.833773 = -673619.082882
  nChanged 87
		SP:Iteration 12Q (169185.740000 sec): 3 clusters
  Score: Raw -676479.582556 + Penalty 2791.833773 = -673687.748783
  nChanged 60
		SP:Iteration 13Q (169185.830000 sec): 3 clusters
  Score: Raw -676533.726792 + Penalty 2791.833773 = -673741.893019
  nChanged 46
		SP:Iteration 14Q (169185.920000 sec): 3 clusters
  Score: Raw -676578.238786 + Penalty 2791.833773 = -673786.405013
  nChanged 36
		SP:Iteration 15Q (169186.010000 sec): 3 clusters
  Score: Raw -676613.337490 + Penalty 2791.833773 = -673821.503717
  nChanged 24
		SP:Iteration 16Q (169186.090000 sec): 3 clusters
  Score: Raw -676635.527792 + Penalty 2791.833773 = -673843.694020
  nChanged 25
		SP:Iteration 17Q (169186.180000 sec): 3 clusters
  Score: Raw -676653.360088 + Penalty 2791.833773 = -673861.526315
  nChanged 16
		SP:Iteration 18Q (169186.270000 sec): 3 clusters
  Score: Raw -676669.028173 + Penalty 2791.833773 = -673877.194400
  nChanged 21
		SP:Iteration 19Q (169186.360000 sec): 3 clusters
  Score: Raw -676687.213033 + Penalty 2791.833773 = -673895.379260
  nChanged 13
		SP:Iteration 20F (169186.450000 sec): 3 clusters
  Score: Raw -676696.478279 + Penalty 2791.833773 = -673904.644507
  nChanged 12
		SP:Iteration 21Q (169186.540000 sec): 3 clusters
  Score: Raw -676704.889630 + Penalty 2791.833773 = -673913.055857
  nChanged 7
		SP:Iteration 22Q (169186.630000 sec): 3 clusters
  Score: Raw -676711.050654 + Penalty 2791.833773 = -673919.216881
  nChanged 5
		SP:Iteration 23Q (169186.710000 sec): 3 clusters
  Score: Raw -676716.899786 + Penalty 2791.833773 = -673925.066014
  nChanged 8
		SP:Iteration 24Q (169186.800000 sec): 3 clusters
  Score: Raw -676724.268668 + Penalty 2791.833773 = -673932.434896
  nChanged 9
		SP:Iteration 25Q (169186.890000 sec): 3 clusters
  Score: Raw -676729.853361 + Penalty 2791.833773 = -673938.019588
  nChanged 2
		SP:Iteration 26Q (169186.980000 sec): 3 clusters
  Score: Raw -676730.982302 + Penalty 2791.833773 = -673939.148529
  nChanged 0
		SP:Iteration 27F (169187.070000 sec): 3 clusters
  Score: Raw -676730.982302 + Penalty 2791.833773 = -673939.148529
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 50 (2429 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169187.140000 sec): 2 clusters
  Score: Raw -281509.202236 + Penalty 1266.725676 = -280242.476560
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169187.190000 sec): 3 clusters
  Score: Raw -280420.671650 + Penalty 2533.451352 = -277887.220298
  nChanged 917
		SP:Iteration 1F (169187.240000 sec): 3 clusters
  Score: Raw -281020.725146 + Penalty 2533.451352 = -278487.273794
  nChanged 187
		SP:Iteration 2F (169187.290000 sec): 3 clusters
  Score: Raw -281146.794177 + Penalty 2533.451352 = -278613.342825
  nChanged 115
		SP:Iteration 3Q (169187.340000 sec): 3 clusters
  Score: Raw -281219.872209 + Penalty 2533.451352 = -278686.420857
  nChanged 76
		SP:Iteration 4Q (169187.380000 sec): 3 clusters
  Score: Raw -281267.443420 + Penalty 2533.451352 = -278733.992068
  nChanged 61
		SP:Iteration 5Q (169187.430000 sec): 3 clusters
  Score: Raw -281303.261556 + Penalty 2533.451352 = -278769.810205
  nChanged 42
		SP:Iteration 6Q (169187.480000 sec): 3 clusters
  Score: Raw -281322.997310 + Penalty 2533.451352 = -278789.545958
  nChanged 34
		SP:Iteration 7Q (169187.520000 sec): 3 clusters
  Score: Raw -281334.102467 + Penalty 2533.451352 = -278800.651115
  nChanged 25
		SP:Iteration 8Q (169187.570000 sec): 3 clusters
  Score: Raw -281342.371495 + Penalty 2533.451352 = -278808.920143
  nChanged 16
		SP:Iteration 9Q (169187.620000 sec): 3 clusters
  Score: Raw -281348.770305 + Penalty 2533.451352 = -278815.318953
  nChanged 22
		SP:Iteration 10Q (169187.660000 sec): 3 clusters
  Score: Raw -281359.366372 + Penalty 2533.451352 = -278825.915020
  nChanged 25
		SP:Iteration 11Q (169187.710000 sec): 3 clusters
  Score: Raw -281370.684755 + Penalty 2533.451352 = -278837.233404
  nChanged 31
		SP:Iteration 12Q (169187.760000 sec): 3 clusters
  Score: Raw -281383.259580 + Penalty 2533.451352 = -278849.808228
  nChanged 26
		SP:Iteration 13Q (169187.800000 sec): 3 clusters
  Score: Raw -281394.956549 + Penalty 2533.451352 = -278861.505197
  nChanged 22
		SP:Iteration 14Q (169187.850000 sec): 3 clusters
  Score: Raw -281407.030383 + Penalty 2533.451352 = -278873.579032
  nChanged 16
		SP:Iteration 15Q (169187.890000 sec): 3 clusters
  Score: Raw -281412.421710 + Penalty 2533.451352 = -278878.970358
  nChanged 15
		SP:Iteration 16Q (169187.940000 sec): 3 clusters
  Score: Raw -281418.719589 + Penalty 2533.451352 = -278885.268237
  nChanged 16
		SP:Iteration 17Q (169187.980000 sec): 3 clusters
  Score: Raw -281424.254255 + Penalty 2533.451352 = -278890.802903
  nChanged 14
		SP:Iteration 18Q (169188.030000 sec): 3 clusters
  Score: Raw -281431.936753 + Penalty 2533.451352 = -278898.485401
  nChanged 22
		SP:Iteration 19Q (169188.080000 sec): 3 clusters
  Score: Raw -281440.420265 + Penalty 2533.451352 = -278906.968913
  nChanged 18
		SP:Iteration 20F (169188.120000 sec): 3 clusters
  Score: Raw -281449.978452 + Penalty 2533.451352 = -278916.527100
  nChanged 12
		SP:Iteration 21Q (169188.170000 sec): 3 clusters
  Score: Raw -281455.024349 + Penalty 2533.451352 = -278921.572997
  nChanged 8
		SP:Iteration 22Q (169188.220000 sec): 3 clusters
  Score: Raw -281457.676571 + Penalty 2533.451352 = -278924.225219
  nChanged 14
		SP:Iteration 23Q (169188.260000 sec): 3 clusters
  Score: Raw -281464.439947 + Penalty 2533.451352 = -278930.988595
  nChanged 19
		SP:Iteration 24Q (169188.310000 sec): 3 clusters
  Score: Raw -281475.129959 + Penalty 2533.451352 = -278941.678607
  nChanged 16
		SP:Iteration 25Q (169188.360000 sec): 3 clusters
  Score: Raw -281483.657523 + Penalty 2533.451352 = -278950.206171
  nChanged 19
		SP:Iteration 26Q (169188.400000 sec): 3 clusters
  Score: Raw -281493.609139 + Penalty 2533.451352 = -278960.157787
  nChanged 23
		SP:Iteration 27Q (169188.450000 sec): 3 clusters
  Score: Raw -281504.024418 + Penalty 2533.451352 = -278970.573066
  nChanged 26
		SP:Iteration 28Q (169188.490000 sec): 3 clusters
  Score: Raw -281515.190196 + Penalty 2533.451352 = -278981.738844
  nChanged 22
		SP:Iteration 29Q (169188.540000 sec): 3 clusters
  Score: Raw -281527.009863 + Penalty 2533.451352 = -278993.558511
  nChanged 30
		SP:Iteration 30Q (169188.580000 sec): 3 clusters
  Score: Raw -281544.841660 + Penalty 2533.451352 = -279011.390308
  nChanged 38
		SP:Iteration 31Q (169188.630000 sec): 3 clusters
  Score: Raw -281567.777468 + Penalty 2533.451352 = -279034.326116
  nChanged 41
		SP:Iteration 32Q (169188.680000 sec): 3 clusters
  Score: Raw -281591.942609 + Penalty 2533.451352 = -279058.491257
  nChanged 37
		SP:Iteration 33Q (169188.720000 sec): 3 clusters
  Score: Raw -281612.738177 + Penalty 2533.451352 = -279079.286825
  nChanged 39
		SP:Iteration 34Q (169188.770000 sec): 3 clusters
  Score: Raw -281639.404929 + Penalty 2533.451352 = -279105.953577
  nChanged 47
		SP:Iteration 35Q (169188.810000 sec): 3 clusters
  Score: Raw -281673.908020 + Penalty 2533.451352 = -279140.456668
  nChanged 37
		SP:Iteration 36Q (169188.860000 sec): 3 clusters
  Score: Raw -281695.243510 + Penalty 2533.451352 = -279161.792158
  nChanged 35
		SP:Iteration 37Q (169188.900000 sec): 3 clusters
  Score: Raw -281714.938560 + Penalty 2533.451352 = -279181.487208
  nChanged 33
		SP:Iteration 38Q (169188.950000 sec): 3 clusters
  Score: Raw -281737.684622 + Penalty 2533.451352 = -279204.233270
  nChanged 25
		SP:Iteration 39Q (169189.000000 sec): 3 clusters
  Score: Raw -281756.719904 + Penalty 2533.451352 = -279223.268552
  nChanged 23
		SP:Iteration 40F (169189.040000 sec): 3 clusters
  Score: Raw -281769.322173 + Penalty 2533.451352 = -279235.870821
  nChanged 14
		SP:Iteration 41Q (169189.090000 sec): 3 clusters
  Score: Raw -281778.134406 + Penalty 2533.451352 = -279244.683054
  nChanged 13
		SP:Iteration 42Q (169189.130000 sec): 3 clusters
  Score: Raw -281784.343540 + Penalty 2533.451352 = -279250.892188
  nChanged 8
		SP:Iteration 43Q (169189.180000 sec): 3 clusters
  Score: Raw -281787.315544 + Penalty 2533.451352 = -279253.864192
  nChanged 7
		SP:Iteration 44Q (169189.220000 sec): 3 clusters
  Score: Raw -281791.066361 + Penalty 2533.451352 = -279257.615009
  nChanged 2
		SP:Iteration 45Q (169189.270000 sec): 3 clusters
  Score: Raw -281792.099843 + Penalty 2533.451352 = -279258.648491
  nChanged 1
		SP:Iteration 46Q (169189.320000 sec): 3 clusters
  Score: Raw -281792.541969 + Penalty 2533.451352 = -279259.090617
  nChanged 0
		SP:Iteration 47F (169189.360000 sec): 3 clusters
  Score: Raw -281792.541969 + Penalty 2533.451352 = -279259.090617
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 51 (6328 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169189.470000 sec): 2 clusters
  Score: Raw -748869.558047 + Penalty 1422.320170 = -747447.237876
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169189.590000 sec): 3 clusters
  Score: Raw -745513.591737 + Penalty 2844.640341 = -742668.951396
  nChanged 2642
		SP:Iteration 1F (169189.700000 sec): 3 clusters
  Score: Raw -747086.075600 + Penalty 2844.640341 = -744241.435259
  nChanged 485
		SP:Iteration 2F (169189.800000 sec): 3 clusters
  Score: Raw -747433.782011 + Penalty 2844.640341 = -744589.141671
  nChanged 433
		SP:Iteration 3F (169189.910000 sec): 3 clusters
  Score: Raw -747750.660332 + Penalty 2844.640341 = -744906.019991
  nChanged 364
		SP:Iteration 4F (169190.020000 sec): 3 clusters
  Score: Raw -748016.928313 + Penalty 2844.640341 = -745172.287972
  nChanged 331
		SP:Iteration 5F (169190.120000 sec): 3 clusters
  Score: Raw -748257.315605 + Penalty 2844.640341 = -745412.675264
  nChanged 272
		SP:Iteration 6Q (169190.230000 sec): 3 clusters
  Score: Raw -748462.139608 + Penalty 2844.640341 = -745617.499267
  nChanged 241
		SP:Iteration 7Q (169190.340000 sec): 3 clusters
  Score: Raw -748665.160235 + Penalty 2844.640341 = -745820.519894
  nChanged 227
		SP:Iteration 8Q (169190.440000 sec): 3 clusters
  Score: Raw -748887.536276 + Penalty 2844.640341 = -746042.895936
  nChanged 205
		SP:Iteration 9Q (169190.540000 sec): 3 clusters
  Score: Raw -749083.882672 + Penalty 2844.640341 = -746239.242331
  nChanged 160
		SP:Iteration 10Q (169190.640000 sec): 3 clusters
  Score: Raw -749207.134915 + Penalty 2844.640341 = -746362.494574
  nChanged 107
		SP:Iteration 11Q (169190.750000 sec): 3 clusters
  Score: Raw -749263.219794 + Penalty 2844.640341 = -746418.579453
  nChanged 73
		SP:Iteration 12Q (169190.850000 sec): 3 clusters
  Score: Raw -749304.596707 + Penalty 2844.640341 = -746459.956366
  nChanged 63
		SP:Iteration 13Q (169190.960000 sec): 3 clusters
  Score: Raw -749335.872909 + Penalty 2844.640341 = -746491.232569
  nChanged 43
		SP:Iteration 14Q (169191.060000 sec): 3 clusters
  Score: Raw -749350.578370 + Penalty 2844.640341 = -746505.938029
  nChanged 31
		SP:Iteration 15Q (169191.160000 sec): 3 clusters
  Score: Raw -749362.141609 + Penalty 2844.640341 = -746517.501268
  nChanged 35
		SP:Iteration 16Q (169191.260000 sec): 3 clusters
  Score: Raw -749376.217893 + Penalty 2844.640341 = -746531.577552
  nChanged 30
		SP:Iteration 17Q (169191.360000 sec): 3 clusters
  Score: Raw -749386.514293 + Penalty 2844.640341 = -746541.873953
  nChanged 22
		SP:Iteration 18Q (169191.460000 sec): 3 clusters
  Score: Raw -749392.875252 + Penalty 2844.640341 = -746548.234911
  nChanged 18
		SP:Iteration 19Q (169191.570000 sec): 3 clusters
  Score: Raw -749399.131164 + Penalty 2844.640341 = -746554.490823
  nChanged 18
		SP:Iteration 20F (169191.680000 sec): 3 clusters
  Score: Raw -749404.926611 + Penalty 2844.640341 = -746560.286271
  nChanged 24
		SP:Iteration 21Q (169191.780000 sec): 3 clusters
  Score: Raw -749414.340050 + Penalty 2844.640341 = -746569.699709
  nChanged 26
		SP:Iteration 22Q (169191.880000 sec): 3 clusters
  Score: Raw -749423.770440 + Penalty 2844.640341 = -746579.130100
  nChanged 24
		SP:Iteration 23Q (169191.980000 sec): 3 clusters
  Score: Raw -749429.901234 + Penalty 2844.640341 = -746585.260893
  nChanged 19
		SP:Iteration 24Q (169192.100000 sec): 3 clusters
  Score: Raw -749436.258416 + Penalty 2844.640341 = -746591.618076
  nChanged 19
		SP:Iteration 25Q (169192.200000 sec): 3 clusters
  Score: Raw -749441.426103 + Penalty 2844.640341 = -746596.785762
  nChanged 12
		SP:Iteration 26Q (169192.300000 sec): 3 clusters
  Score: Raw -749444.791838 + Penalty 2844.640341 = -746600.151498
  nChanged 14
		SP:Iteration 27Q (169192.400000 sec): 3 clusters
  Score: Raw -749449.364941 + Penalty 2844.640341 = -746604.724601
  nChanged 14
		SP:Iteration 28Q (169192.500000 sec): 3 clusters
  Score: Raw -749453.414969 + Penalty 2844.640341 = -746608.774628
  nChanged 12
		SP:Iteration 29Q (169192.600000 sec): 3 clusters
  Score: Raw -749455.728395 + Penalty 2844.640341 = -746611.088054
  nChanged 7
		SP:Iteration 30Q (169192.710000 sec): 3 clusters
  Score: Raw -749457.410610 + Penalty 2844.640341 = -746612.770269
  nChanged 6
		SP:Iteration 31Q (169192.810000 sec): 3 clusters
  Score: Raw -749458.812285 + Penalty 2844.640341 = -746614.171944
  nChanged 10
		SP:Iteration 32Q (169192.910000 sec): 3 clusters
  Score: Raw -749461.298273 + Penalty 2844.640341 = -746616.657932
  nChanged 5
		SP:Iteration 33Q (169193.010000 sec): 3 clusters
  Score: Raw -749462.521864 + Penalty 2844.640341 = -746617.881523
  nChanged 6
		SP:Iteration 34Q (169193.120000 sec): 3 clusters
  Score: Raw -749463.605448 + Penalty 2844.640341 = -746618.965107
  nChanged 4
		SP:Iteration 35Q (169193.230000 sec): 3 clusters
  Score: Raw -749464.444886 + Penalty 2844.640341 = -746619.804546
  nChanged 5
		SP:Iteration 36Q (169193.330000 sec): 3 clusters
  Score: Raw -749465.653687 + Penalty 2844.640341 = -746621.013346
  nChanged 5
		SP:Iteration 37Q (169193.430000 sec): 3 clusters
  Score: Raw -749466.838292 + Penalty 2844.640341 = -746622.197951
  nChanged 9
		SP:Iteration 38Q (169193.530000 sec): 3 clusters
  Score: Raw -749469.735511 + Penalty 2844.640341 = -746625.095171
  nChanged 11
		SP:Iteration 39Q (169193.630000 sec): 3 clusters
  Score: Raw -749472.478899 + Penalty 2844.640341 = -746627.838558
  nChanged 10
		SP:Iteration 40F (169193.740000 sec): 3 clusters
  Score: Raw -749474.051610 + Penalty 2844.640341 = -746629.411270
  nChanged 6
		SP:Iteration 41Q (169193.840000 sec): 3 clusters
  Score: Raw -749474.819717 + Penalty 2844.640341 = -746630.179376
  nChanged 6
		SP:Iteration 42Q (169193.940000 sec): 3 clusters
  Score: Raw -749476.192108 + Penalty 2844.640341 = -746631.551768
  nChanged 2
		SP:Iteration 43Q (169194.050000 sec): 3 clusters
  Score: Raw -749476.713771 + Penalty 2844.640341 = -746632.073430
  nChanged 3
		SP:Iteration 44Q (169194.150000 sec): 3 clusters
  Score: Raw -749477.194336 + Penalty 2844.640341 = -746632.553996
  nChanged 5
		SP:Iteration 45Q (169194.250000 sec): 3 clusters
  Score: Raw -749478.271028 + Penalty 2844.640341 = -746633.630688
  nChanged 13
		SP:Iteration 46Q (169194.360000 sec): 3 clusters
  Score: Raw -749483.276937 + Penalty 2844.640341 = -746638.636597
  nChanged 16
		SP:Iteration 47Q (169194.470000 sec): 3 clusters
  Score: Raw -749487.437266 + Penalty 2844.640341 = -746642.796925
  nChanged 15
		SP:Iteration 48Q (169194.570000 sec): 3 clusters
  Score: Raw -749490.343712 + Penalty 2844.640341 = -746645.703371
  nChanged 9
		SP:Iteration 49Q (169194.670000 sec): 3 clusters
  Score: Raw -749492.231978 + Penalty 2844.640341 = -746647.591637
  nChanged 5
		SP:Iteration 50Q (169194.770000 sec): 3 clusters
  Score: Raw -749493.156501 + Penalty 2844.640341 = -746648.516160
  nChanged 4
		SP:Iteration 51Q (169194.870000 sec): 3 clusters
  Score: Raw -749494.133869 + Penalty 2844.640341 = -746649.493529
  nChanged 3
		SP:Iteration 52Q (169194.970000 sec): 3 clusters
  Score: Raw -749494.471958 + Penalty 2844.640341 = -746649.831618
  nChanged 2
		SP:Iteration 53Q (169195.070000 sec): 3 clusters
  Score: Raw -749494.826840 + Penalty 2844.640341 = -746650.186500
  nChanged 0
		SP:Iteration 54F (169195.180000 sec): 3 clusters
  Score: Raw -749494.826840 + Penalty 2844.640341 = -746650.186500
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 52 (2165 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169195.250000 sec): 2 clusters
  Score: Raw -249048.733156 + Penalty 1248.028542 = -247800.704614
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169195.290000 sec): 3 clusters
  Score: Raw -248142.242757 + Penalty 2496.057083 = -245646.185674
  nChanged 801
		SP:Iteration 1F (169195.330000 sec): 3 clusters
  Score: Raw -248775.425914 + Penalty 2496.057083 = -246279.368831
  nChanged 221
		SP:Iteration 2F (169195.370000 sec): 3 clusters
  Score: Raw -249010.546812 + Penalty 2496.057083 = -246514.489729
  nChanged 158
		SP:Iteration 3F (169195.410000 sec): 3 clusters
  Score: Raw -249174.231661 + Penalty 2496.057083 = -246678.174578
  nChanged 119
		SP:Iteration 4F (169195.450000 sec): 3 clusters
  Score: Raw -249302.359753 + Penalty 2496.057083 = -246806.302669
  nChanged 102
		SP:Iteration 5Q (169195.490000 sec): 3 clusters
  Score: Raw -249393.969386 + Penalty 2496.057083 = -246897.912302
  nChanged 74
		SP:Iteration 6Q (169195.530000 sec): 3 clusters
  Score: Raw -249439.599440 + Penalty 2496.057083 = -246943.542357
  nChanged 51
		SP:Iteration 7Q (169195.570000 sec): 3 clusters
  Score: Raw -249477.807997 + Penalty 2496.057083 = -246981.750914
  nChanged 46
		SP:Iteration 8Q (169195.610000 sec): 3 clusters
  Score: Raw -249509.257294 + Penalty 2496.057083 = -247013.200211
  nChanged 33
		SP:Iteration 9Q (169195.650000 sec): 3 clusters
  Score: Raw -249533.353440 + Penalty 2496.057083 = -247037.296356
  nChanged 33
		SP:Iteration 10Q (169195.690000 sec): 3 clusters
  Score: Raw -249559.872400 + Penalty 2496.057083 = -247063.815317
  nChanged 22
		SP:Iteration 11Q (169195.730000 sec): 3 clusters
  Score: Raw -249572.197051 + Penalty 2496.057083 = -247076.139968
  nChanged 20
		SP:Iteration 12Q (169195.770000 sec): 3 clusters
  Score: Raw -249583.158009 + Penalty 2496.057083 = -247087.100925
  nChanged 13
		SP:Iteration 13Q (169195.810000 sec): 3 clusters
  Score: Raw -249593.875600 + Penalty 2496.057083 = -247097.818517
  nChanged 22
		SP:Iteration 14Q (169195.840000 sec): 3 clusters
  Score: Raw -249604.412970 + Penalty 2496.057083 = -247108.355887
  nChanged 22
		SP:Iteration 15Q (169195.880000 sec): 3 clusters
  Score: Raw -249618.463256 + Penalty 2496.057083 = -247122.406173
  nChanged 20
		SP:Iteration 16Q (169195.920000 sec): 3 clusters
  Score: Raw -249630.460858 + Penalty 2496.057083 = -247134.403775
  nChanged 16
		SP:Iteration 17Q (169195.970000 sec): 3 clusters
  Score: Raw -249641.480528 + Penalty 2496.057083 = -247145.423445
  nChanged 16
		SP:Iteration 18Q (169196.010000 sec): 3 clusters
  Score: Raw -249651.578471 + Penalty 2496.057083 = -247155.521388
  nChanged 19
		SP:Iteration 19Q (169196.040000 sec): 3 clusters
  Score: Raw -249671.714746 + Penalty 2496.057083 = -247175.657663
  nChanged 23
		SP:Iteration 20F (169196.080000 sec): 3 clusters
  Score: Raw -249688.230410 + Penalty 2496.057083 = -247192.173327
  nChanged 23
		SP:Iteration 21Q (169196.120000 sec): 3 clusters
  Score: Raw -249700.204516 + Penalty 2496.057083 = -247204.147433
  nChanged 17
		SP:Iteration 22Q (169196.160000 sec): 3 clusters
  Score: Raw -249712.033846 + Penalty 2496.057083 = -247215.976763
  nChanged 15
		SP:Iteration 23Q (169196.200000 sec): 3 clusters
  Score: Raw -249722.056835 + Penalty 2496.057083 = -247225.999752
  nChanged 14
		SP:Iteration 24Q (169196.240000 sec): 3 clusters
  Score: Raw -249732.079614 + Penalty 2496.057083 = -247236.022531
  nChanged 16
		SP:Iteration 25Q (169196.280000 sec): 3 clusters
  Score: Raw -249740.325269 + Penalty 2496.057083 = -247244.268186
  nChanged 14
		SP:Iteration 26Q (169196.320000 sec): 3 clusters
  Score: Raw -249746.487396 + Penalty 2496.057083 = -247250.430313
  nChanged 10
		SP:Iteration 27Q (169196.360000 sec): 3 clusters
  Score: Raw -249752.449234 + Penalty 2496.057083 = -247256.392151
  nChanged 12
		SP:Iteration 28Q (169196.390000 sec): 3 clusters
  Score: Raw -249756.498888 + Penalty 2496.057083 = -247260.441805
  nChanged 14
		SP:Iteration 29Q (169196.430000 sec): 3 clusters
  Score: Raw -249762.895283 + Penalty 2496.057083 = -247266.838200
  nChanged 12
		SP:Iteration 30Q (169196.470000 sec): 3 clusters
  Score: Raw -249770.328674 + Penalty 2496.057083 = -247274.271591
  nChanged 13
		SP:Iteration 31Q (169196.510000 sec): 3 clusters
  Score: Raw -249787.158841 + Penalty 2496.057083 = -247291.101758
  nChanged 17
		SP:Iteration 32Q (169196.550000 sec): 3 clusters
  Score: Raw -249805.774346 + Penalty 2496.057083 = -247309.717263
  nChanged 24
		SP:Iteration 33Q (169196.590000 sec): 3 clusters
  Score: Raw -249816.151215 + Penalty 2496.057083 = -247320.094132
  nChanged 17
		SP:Iteration 34Q (169196.630000 sec): 3 clusters
  Score: Raw -249829.547982 + Penalty 2496.057083 = -247333.490899
  nChanged 11
		SP:Iteration 35Q (169196.670000 sec): 3 clusters
  Score: Raw -249836.357458 + Penalty 2496.057083 = -247340.300375
  nChanged 11
		SP:Iteration 36Q (169196.710000 sec): 3 clusters
  Score: Raw -249842.877009 + Penalty 2496.057083 = -247346.819926
  nChanged 17
		SP:Iteration 37Q (169196.750000 sec): 3 clusters
  Score: Raw -249857.030704 + Penalty 2496.057083 = -247360.973621
  nChanged 21
		SP:Iteration 38Q (169196.790000 sec): 3 clusters
  Score: Raw -249870.988541 + Penalty 2496.057083 = -247374.931457
  nChanged 21
		SP:Iteration 39Q (169196.830000 sec): 3 clusters
  Score: Raw -249885.146424 + Penalty 2496.057083 = -247389.089341
  nChanged 19
		SP:Iteration 40F (169196.870000 sec): 3 clusters
  Score: Raw -249899.620660 + Penalty 2496.057083 = -247403.563577
  nChanged 21
		SP:Iteration 41Q (169196.910000 sec): 3 clusters
  Score: Raw -249917.500379 + Penalty 2496.057083 = -247421.443296
  nChanged 21
		SP:Iteration 42Q (169196.940000 sec): 3 clusters
  Score: Raw -249931.215389 + Penalty 2496.057083 = -247435.158306
  nChanged 14
		SP:Iteration 43Q (169196.980000 sec): 3 clusters
  Score: Raw -249939.808183 + Penalty 2496.057083 = -247443.751100
  nChanged 7
		SP:Iteration 44Q (169197.020000 sec): 3 clusters
  Score: Raw -249944.691004 + Penalty 2496.057083 = -247448.633921
  nChanged 8
		SP:Iteration 45Q (169197.060000 sec): 3 clusters
  Score: Raw -249950.920094 + Penalty 2496.057083 = -247454.863011
  nChanged 12
		SP:Iteration 46Q (169197.100000 sec): 3 clusters
  Score: Raw -249964.475362 + Penalty 2496.057083 = -247468.418279
  nChanged 25
		SP:Iteration 47Q (169197.140000 sec): 3 clusters
  Score: Raw -249982.754774 + Penalty 2496.057083 = -247486.697690
  nChanged 21
		SP:Iteration 48Q (169197.180000 sec): 3 clusters
  Score: Raw -249996.231751 + Penalty 2496.057083 = -247500.174668
  nChanged 17
		SP:Iteration 49Q (169197.210000 sec): 3 clusters
  Score: Raw -250013.587327 + Penalty 2496.057083 = -247517.530243
  nChanged 17
		SP:Iteration 50Q (169197.250000 sec): 3 clusters
  Score: Raw -250020.588851 + Penalty 2496.057083 = -247524.531768
  nChanged 11
		SP:Iteration 51Q (169197.290000 sec): 3 clusters
  Score: Raw -250025.183900 + Penalty 2496.057083 = -247529.126817
  nChanged 8
		SP:Iteration 52Q (169197.330000 sec): 3 clusters
  Score: Raw -250029.994472 + Penalty 2496.057083 = -247533.937389
  nChanged 8
		SP:Iteration 53Q (169197.370000 sec): 3 clusters
  Score: Raw -250034.218726 + Penalty 2496.057083 = -247538.161643
  nChanged 11
		SP:Iteration 54Q (169197.410000 sec): 3 clusters
  Score: Raw -250040.930396 + Penalty 2496.057083 = -247544.873313
  nChanged 6
		SP:Iteration 55Q (169197.450000 sec): 3 clusters
  Score: Raw -250044.258457 + Penalty 2496.057083 = -247548.201374
  nChanged 6
		SP:Iteration 56Q (169197.490000 sec): 3 clusters
  Score: Raw -250047.046143 + Penalty 2496.057083 = -247550.989059
  nChanged 5
		SP:Iteration 57Q (169197.530000 sec): 3 clusters
  Score: Raw -250055.293918 + Penalty 2496.057083 = -247559.236834
  nChanged 11
		SP:Iteration 58Q (169197.570000 sec): 3 clusters
  Score: Raw -250071.784698 + Penalty 2496.057083 = -247575.727615
  nChanged 18
		SP:Iteration 59Q (169197.600000 sec): 3 clusters
  Score: Raw -250096.318469 + Penalty 2496.057083 = -247600.261386
  nChanged 27
		SP:Iteration 60F (169197.640000 sec): 3 clusters
  Score: Raw -250125.569819 + Penalty 2496.057083 = -247629.512736
  nChanged 24
		SP:Iteration 61Q (169197.680000 sec): 3 clusters
  Score: Raw -250156.537007 + Penalty 2496.057083 = -247660.479924
  nChanged 28
		SP:Iteration 62Q (169197.720000 sec): 3 clusters
  Score: Raw -250216.885664 + Penalty 2496.057083 = -247720.828581
  nChanged 37
		SP:Iteration 63Q (169197.760000 sec): 3 clusters
  Score: Raw -250256.579868 + Penalty 2496.057083 = -247760.522785
  nChanged 33
		SP:Iteration 64Q (169197.800000 sec): 3 clusters
  Score: Raw -250278.760796 + Penalty 2496.057083 = -247782.703713
  nChanged 23
		SP:Iteration 65Q (169197.840000 sec): 3 clusters
  Score: Raw -250292.710526 + Penalty 2496.057083 = -247796.653443
  nChanged 11
		SP:Iteration 66Q (169197.870000 sec): 3 clusters
  Score: Raw -250298.670702 + Penalty 2496.057083 = -247802.613619
  nChanged 6
		SP:Iteration 67Q (169197.910000 sec): 3 clusters
  Score: Raw -250301.383927 + Penalty 2496.057083 = -247805.326843
  nChanged 4
		SP:Iteration 68Q (169197.950000 sec): 3 clusters
  Score: Raw -250302.945741 + Penalty 2496.057083 = -247806.888658
  nChanged 4
		SP:Iteration 69Q (169197.990000 sec): 3 clusters
  Score: Raw -250305.163897 + Penalty 2496.057083 = -247809.106814
  nChanged 5
		SP:Iteration 70Q (169198.030000 sec): 3 clusters
  Score: Raw -250307.598978 + Penalty 2496.057083 = -247811.541895
  nChanged 8
		SP:Iteration 71Q (169198.070000 sec): 3 clusters
  Score: Raw -250310.764075 + Penalty 2496.057083 = -247814.706992
  nChanged 2
		SP:Iteration 72Q (169198.110000 sec): 3 clusters
  Score: Raw -250311.551265 + Penalty 2496.057083 = -247815.494182
  nChanged 1
		SP:Iteration 73Q (169198.150000 sec): 3 clusters
  Score: Raw -250312.069637 + Penalty 2496.057083 = -247816.012554
  nChanged 0
		SP:Iteration 74F (169198.190000 sec): 3 clusters
  Score: Raw -250312.069637 + Penalty 2496.057083 = -247816.012554
  nChanged 0
  Score: Raw -119137054.179114 + Penalty 261042.553804 = -118876011.625310

Splitting cluster 52 changes total score from -118876982.188910 to -118876011.625310

 So it's not getting split.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 53 (703 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169548.820000 sec): 2 clusters
  Score: Raw -81811.974131 + Penalty 1065.245495 = -80746.728636
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169548.840000 sec): 3 clusters
  Score: Raw -81653.216142 + Penalty 2130.490990 = -79522.725152
  nChanged 198
		SP:Iteration 1F (169548.860000 sec): 3 clusters
  Score: Raw -81949.164539 + Penalty 2130.490990 = -79818.673550
  nChanged 83
		SP:Iteration 2F (169548.880000 sec): 3 clusters
  Score: Raw -82182.996843 + Penalty 2130.490990 = -80052.505853
  nChanged 47
		SP:Iteration 3F (169548.900000 sec): 3 clusters
  Score: Raw -82360.802272 + Penalty 2130.490990 = -80230.311282
  nChanged 47
		SP:Iteration 4F (169548.920000 sec): 3 clusters
  Score: Raw -82460.298291 + Penalty 2130.490990 = -80329.807301
  nChanged 30
		SP:Iteration 5Q (169548.930000 sec): 3 clusters
  Score: Raw -82526.101075 + Penalty 2130.490990 = -80395.610086
  nChanged 14
		SP:Iteration 6Q (169548.950000 sec): 3 clusters
  Score: Raw -82549.207746 + Penalty 2130.490990 = -80418.716756
  nChanged 8
		SP:Iteration 7Q (169548.960000 sec): 3 clusters
  Score: Raw -82565.677419 + Penalty 2130.490990 = -80435.186429
  nChanged 7
		SP:Iteration 8Q (169548.980000 sec): 3 clusters
  Score: Raw -82573.688892 + Penalty 2130.490990 = -80443.197902
  nChanged 5
		SP:Iteration 9Q (169548.990000 sec): 3 clusters
  Score: Raw -82579.518860 + Penalty 2130.490990 = -80449.027870
  nChanged 2
		SP:Iteration 10Q (169549.000000 sec): 3 clusters
  Score: Raw -82581.096020 + Penalty 2130.490990 = -80450.605030
  nChanged 0
		SP:Iteration 11F (169549.020000 sec): 3 clusters
  Score: Raw -82581.096020 + Penalty 2130.490990 = -80450.605030
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 54 (30494 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169549.340000 sec): 2 clusters
  Score: Raw -3712074.874766 + Penalty 1677.858849 = -3710397.015917
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169549.680000 sec): 3 clusters
  Score: Raw -3693270.198505 + Penalty 3355.717697 = -3689914.480808
  nChanged 13989
		SP:Iteration 1F (169550.020000 sec): 3 clusters
  Score: Raw -3701379.237636 + Penalty 3355.717697 = -3698023.519939
  nChanged 1874
		SP:Iteration 2F (169550.350000 sec): 3 clusters
  Score: Raw -3702288.451208 + Penalty 3355.717697 = -3698932.733511
  nChanged 1817
		SP:Iteration 3F (169550.690000 sec): 3 clusters
  Score: Raw -3703190.304185 + Penalty 3355.717697 = -3699834.586488
  nChanged 1680
		SP:Iteration 4F (169551.020000 sec): 3 clusters
  Score: Raw -3704040.691228 + Penalty 3355.717697 = -3700684.973531
  nChanged 1585
		SP:Iteration 5F (169551.400000 sec): 3 clusters
  Score: Raw -3704800.299411 + Penalty 3355.717697 = -3701444.581714
  nChanged 1453
		SP:Iteration 6Q (169551.760000 sec): 3 clusters
  Score: Raw -3705472.235392 + Penalty 3355.717697 = -3702116.517695
  nChanged 1352
		SP:Iteration 7Q (169552.110000 sec): 3 clusters
  Score: Raw -3706084.629801 + Penalty 3355.717697 = -3702728.912103
  nChanged 1251
		SP:Iteration 8Q (169552.440000 sec): 3 clusters
  Score: Raw -3706643.955474 + Penalty 3355.717697 = -3703288.237777
  nChanged 1240
		SP:Iteration 9Q (169552.780000 sec): 3 clusters
  Score: Raw -3707243.378326 + Penalty 3355.717697 = -3703887.660629
  nChanged 1331
		SP:Iteration 10Q (169553.110000 sec): 3 clusters
  Score: Raw -3707966.463806 + Penalty 3355.717697 = -3704610.746109
  nChanged 1366
		SP:Iteration 11Q (169553.440000 sec): 3 clusters
  Score: Raw -3708802.350656 + Penalty 3355.717697 = -3705446.632959
  nChanged 1410
		SP:Iteration 12Q (169553.780000 sec): 3 clusters
  Score: Raw -3709723.984442 + Penalty 3355.717697 = -3706368.266745
  nChanged 1263
		SP:Iteration 13Q (169554.140000 sec): 3 clusters
  Score: Raw -3710572.809573 + Penalty 3355.717697 = -3707217.091875
  nChanged 981
		SP:Iteration 14Q (169554.500000 sec): 3 clusters
  Score: Raw -3711213.206849 + Penalty 3355.717697 = -3707857.489152
  nChanged 660
		SP:Iteration 15Q (169554.840000 sec): 3 clusters
  Score: Raw -3711643.392707 + Penalty 3355.717697 = -3708287.675010
  nChanged 447
		SP:Iteration 16Q (169555.160000 sec): 3 clusters
  Score: Raw -3711941.345009 + Penalty 3355.717697 = -3708585.627312
  nChanged 270
		SP:Iteration 17Q (169555.490000 sec): 3 clusters
  Score: Raw -3712122.813619 + Penalty 3355.717697 = -3708767.095922
  nChanged 171
		SP:Iteration 18Q (169555.820000 sec): 3 clusters
  Score: Raw -3712247.137204 + Penalty 3355.717697 = -3708891.419507
  nChanged 108
		SP:Iteration 19Q (169556.130000 sec): 3 clusters
  Score: Raw -3712323.430876 + Penalty 3355.717697 = -3708967.713179
  nChanged 69
		SP:Iteration 20F (169556.480000 sec): 3 clusters
  Score: Raw -3712371.501519 + Penalty 3355.717697 = -3709015.783822
  nChanged 49
		SP:Iteration 21Q (169556.790000 sec): 3 clusters
  Score: Raw -3712407.031860 + Penalty 3355.717697 = -3709051.314163
  nChanged 26
		SP:Iteration 22Q (169557.120000 sec): 3 clusters
  Score: Raw -3712426.280000 + Penalty 3355.717697 = -3709070.562303
  nChanged 25
		SP:Iteration 23Q (169557.440000 sec): 3 clusters
  Score: Raw -3712443.053347 + Penalty 3355.717697 = -3709087.335650
  nChanged 19
		SP:Iteration 24Q (169557.770000 sec): 3 clusters
  Score: Raw -3712454.553657 + Penalty 3355.717697 = -3709098.835960
  nChanged 18
		SP:Iteration 25Q (169558.100000 sec): 3 clusters
  Score: Raw -3712466.326905 + Penalty 3355.717697 = -3709110.609208
  nChanged 16
		SP:Iteration 26Q (169558.430000 sec): 3 clusters
  Score: Raw -3712480.658694 + Penalty 3355.717697 = -3709124.940997
  nChanged 15
		SP:Iteration 27Q (169558.740000 sec): 3 clusters
  Score: Raw -3712495.262050 + Penalty 3355.717697 = -3709139.544353
  nChanged 13
		SP:Iteration 28Q (169559.060000 sec): 3 clusters
  Score: Raw -3712504.669817 + Penalty 3355.717697 = -3709148.952120
  nChanged 12
		SP:Iteration 29Q (169559.390000 sec): 3 clusters
  Score: Raw -3712510.119963 + Penalty 3355.717697 = -3709154.402266
  nChanged 7
		SP:Iteration 30Q (169559.720000 sec): 3 clusters
  Score: Raw -3712514.942867 + Penalty 3355.717697 = -3709159.225169
  nChanged 7
		SP:Iteration 31Q (169560.040000 sec): 3 clusters
  Score: Raw -3712517.798452 + Penalty 3355.717697 = -3709162.080755
  nChanged 7
		SP:Iteration 32Q (169560.370000 sec): 3 clusters
  Score: Raw -3712521.461911 + Penalty 3355.717697 = -3709165.744214
  nChanged 4
		SP:Iteration 33Q (169560.700000 sec): 3 clusters
  Score: Raw -3712524.039711 + Penalty 3355.717697 = -3709168.322014
  nChanged 5
		SP:Iteration 34Q (169561.030000 sec): 3 clusters
  Score: Raw -3712526.550019 + Penalty 3355.717697 = -3709170.832322
  nChanged 7
		SP:Iteration 35Q (169561.360000 sec): 3 clusters
  Score: Raw -3712529.864622 + Penalty 3355.717697 = -3709174.146925
  nChanged 2
		SP:Iteration 36Q (169561.690000 sec): 3 clusters
  Score: Raw -3712531.224613 + Penalty 3355.717697 = -3709175.506916
  nChanged 5
		SP:Iteration 37Q (169562.020000 sec): 3 clusters
  Score: Raw -3712534.265386 + Penalty 3355.717697 = -3709178.547689
  nChanged 3
		SP:Iteration 38Q (169562.360000 sec): 3 clusters
  Score: Raw -3712535.136899 + Penalty 3355.717697 = -3709179.419202
  nChanged 0
		SP:Iteration 39F (169562.700000 sec): 3 clusters
  Score: Raw -3712535.136899 + Penalty 3355.717697 = -3709179.419202
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 55 (5226 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169562.770000 sec): 2 clusters
  Score: Raw -631034.455224 + Penalty 1391.227735 = -629643.227489
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169562.880000 sec): 3 clusters
  Score: Raw -628317.334411 + Penalty 2782.455470 = -625534.878941
  nChanged 2137
		SP:Iteration 1F (169562.970000 sec): 3 clusters
  Score: Raw -629555.382486 + Penalty 2782.455470 = -626772.927016
  nChanged 399
		SP:Iteration 2F (169563.060000 sec): 3 clusters
  Score: Raw -629791.733358 + Penalty 2782.455470 = -627009.277888
  nChanged 327
		SP:Iteration 3F (169563.150000 sec): 3 clusters
  Score: Raw -629974.104506 + Penalty 2782.455470 = -627191.649036
  nChanged 276
		SP:Iteration 4F (169563.240000 sec): 3 clusters
  Score: Raw -630121.782466 + Penalty 2782.455470 = -627339.326996
  nChanged 225
		SP:Iteration 5Q (169563.340000 sec): 3 clusters
  Score: Raw -630230.248085 + Penalty 2782.455470 = -627447.792615
  nChanged 193
		SP:Iteration 6Q (169563.430000 sec): 3 clusters
  Score: Raw -630317.293231 + Penalty 2782.455470 = -627534.837761
  nChanged 146
		SP:Iteration 7Q (169563.520000 sec): 3 clusters
  Score: Raw -630382.776517 + Penalty 2782.455470 = -627600.321047
  nChanged 128
		SP:Iteration 8Q (169563.610000 sec): 3 clusters
  Score: Raw -630435.183462 + Penalty 2782.455470 = -627652.727992
  nChanged 117
		SP:Iteration 9Q (169563.700000 sec): 3 clusters
  Score: Raw -630490.702967 + Penalty 2782.455470 = -627708.247497
  nChanged 119
		SP:Iteration 10Q (169563.790000 sec): 3 clusters
  Score: Raw -630538.767182 + Penalty 2782.455470 = -627756.311712
  nChanged 101
		SP:Iteration 11Q (169563.880000 sec): 3 clusters
  Score: Raw -630578.167630 + Penalty 2782.455470 = -627795.712160
  nChanged 88
		SP:Iteration 12Q (169563.970000 sec): 3 clusters
  Score: Raw -630606.753003 + Penalty 2782.455470 = -627824.297533
  nChanged 62
		SP:Iteration 13Q (169564.060000 sec): 3 clusters
  Score: Raw -630628.684938 + Penalty 2782.455470 = -627846.229468
  nChanged 52
		SP:Iteration 14Q (169564.160000 sec): 3 clusters
  Score: Raw -630645.296086 + Penalty 2782.455470 = -627862.840616
  nChanged 45
		SP:Iteration 15Q (169564.250000 sec): 3 clusters
  Score: Raw -630661.805648 + Penalty 2782.455470 = -627879.350178
  nChanged 57
		SP:Iteration 16Q (169564.340000 sec): 3 clusters
  Score: Raw -630678.684944 + Penalty 2782.455470 = -627896.229474
  nChanged 52
		SP:Iteration 17Q (169564.430000 sec): 3 clusters
  Score: Raw -630693.730487 + Penalty 2782.455470 = -627911.275017
  nChanged 43
		SP:Iteration 18Q (169564.520000 sec): 3 clusters
  Score: Raw -630705.230056 + Penalty 2782.455470 = -627922.774586
  nChanged 37
		SP:Iteration 19Q (169564.610000 sec): 3 clusters
  Score: Raw -630717.884453 + Penalty 2782.455470 = -627935.428983
  nChanged 32
		SP:Iteration 20F (169564.700000 sec): 3 clusters
  Score: Raw -630728.110391 + Penalty 2782.455470 = -627945.654921
  nChanged 24
		SP:Iteration 21Q (169564.790000 sec): 3 clusters
  Score: Raw -630735.494226 + Penalty 2782.455470 = -627953.038756
  nChanged 26
		SP:Iteration 22Q (169564.900000 sec): 3 clusters
  Score: Raw -630742.794985 + Penalty 2782.455470 = -627960.339515
  nChanged 18
		SP:Iteration 23Q (169564.990000 sec): 3 clusters
  Score: Raw -630747.094556 + Penalty 2782.455470 = -627964.639086
  nChanged 14
		SP:Iteration 24Q (169565.080000 sec): 3 clusters
  Score: Raw -630749.742702 + Penalty 2782.455470 = -627967.287232
  nChanged 9
		SP:Iteration 25Q (169565.170000 sec): 3 clusters
  Score: Raw -630751.199359 + Penalty 2782.455470 = -627968.743889
  nChanged 7
		SP:Iteration 26Q (169565.270000 sec): 3 clusters
  Score: Raw -630752.455304 + Penalty 2782.455470 = -627969.999834
  nChanged 5
		SP:Iteration 27Q (169565.360000 sec): 3 clusters
  Score: Raw -630753.501956 + Penalty 2782.455470 = -627971.046486
  nChanged 8
		SP:Iteration 28Q (169565.450000 sec): 3 clusters
  Score: Raw -630755.021823 + Penalty 2782.455470 = -627972.566353
  nChanged 11
		SP:Iteration 29Q (169565.540000 sec): 3 clusters
  Score: Raw -630756.765794 + Penalty 2782.455470 = -627974.310324
  nChanged 10
		SP:Iteration 30Q (169565.630000 sec): 3 clusters
  Score: Raw -630759.165740 + Penalty 2782.455470 = -627976.710270
  nChanged 4
		SP:Iteration 31Q (169565.720000 sec): 3 clusters
  Score: Raw -630760.151512 + Penalty 2782.455470 = -627977.696042
  nChanged 7
		SP:Iteration 32Q (169565.810000 sec): 3 clusters
  Score: Raw -630761.428579 + Penalty 2782.455470 = -627978.973109
  nChanged 7
		SP:Iteration 33Q (169565.900000 sec): 3 clusters
  Score: Raw -630763.266423 + Penalty 2782.455470 = -627980.810953
  nChanged 6
		SP:Iteration 34Q (169565.990000 sec): 3 clusters
  Score: Raw -630764.805364 + Penalty 2782.455470 = -627982.349894
  nChanged 9
		SP:Iteration 35Q (169566.080000 sec): 3 clusters
  Score: Raw -630766.736397 + Penalty 2782.455470 = -627984.280927
  nChanged 7
		SP:Iteration 36Q (169566.170000 sec): 3 clusters
  Score: Raw -630768.586947 + Penalty 2782.455470 = -627986.131477
  nChanged 9
		SP:Iteration 37Q (169566.260000 sec): 3 clusters
  Score: Raw -630769.929043 + Penalty 2782.455470 = -627987.473573
  nChanged 4
		SP:Iteration 38Q (169566.360000 sec): 3 clusters
  Score: Raw -630770.423607 + Penalty 2782.455470 = -627987.968137
  nChanged 1
		SP:Iteration 39Q (169566.450000 sec): 3 clusters
  Score: Raw -630770.672965 + Penalty 2782.455470 = -627988.217495
  nChanged 2
		SP:Iteration 40F (169566.540000 sec): 3 clusters
  Score: Raw -630770.964281 + Penalty 2782.455470 = -627988.508811
  nChanged 3
		SP:Iteration 41Q (169566.630000 sec): 3 clusters
  Score: Raw -630771.328157 + Penalty 2782.455470 = -627988.872687
  nChanged 3
		SP:Iteration 42Q (169566.720000 sec): 3 clusters
  Score: Raw -630772.190814 + Penalty 2782.455470 = -627989.735344
  nChanged 4
		SP:Iteration 43Q (169566.810000 sec): 3 clusters
  Score: Raw -630772.949184 + Penalty 2782.455470 = -627990.493715
  nChanged 6
		SP:Iteration 44Q (169566.910000 sec): 3 clusters
  Score: Raw -630773.988374 + Penalty 2782.455470 = -627991.532904
  nChanged 2
		SP:Iteration 45Q (169566.990000 sec): 3 clusters
  Score: Raw -630774.218006 + Penalty 2782.455470 = -627991.762536
  nChanged 3
		SP:Iteration 46Q (169567.090000 sec): 3 clusters
  Score: Raw -630774.602275 + Penalty 2782.455470 = -627992.146805
  nChanged 2
		SP:Iteration 47Q (169567.180000 sec): 3 clusters
  Score: Raw -630774.855256 + Penalty 2782.455470 = -627992.399786
  nChanged 3
		SP:Iteration 48Q (169567.270000 sec): 3 clusters
  Score: Raw -630775.506123 + Penalty 2782.455470 = -627993.050653
  nChanged 7
		SP:Iteration 49Q (169567.360000 sec): 3 clusters
  Score: Raw -630776.882343 + Penalty 2782.455470 = -627994.426873
  nChanged 5
		SP:Iteration 50Q (169567.450000 sec): 3 clusters
  Score: Raw -630777.940489 + Penalty 2782.455470 = -627995.485019
  nChanged 10
		SP:Iteration 51Q (169567.540000 sec): 3 clusters
  Score: Raw -630781.217907 + Penalty 2782.455470 = -627998.762437
  nChanged 14
		SP:Iteration 52Q (169567.630000 sec): 3 clusters
  Score: Raw -630785.020581 + Penalty 2782.455470 = -628002.565111
  nChanged 15
		SP:Iteration 53Q (169567.730000 sec): 3 clusters
  Score: Raw -630789.228922 + Penalty 2782.455470 = -628006.773452
  nChanged 24
		SP:Iteration 54Q (169567.810000 sec): 3 clusters
  Score: Raw -630795.867804 + Penalty 2782.455470 = -628013.412334
  nChanged 27
		SP:Iteration 55Q (169567.910000 sec): 3 clusters
  Score: Raw -630802.132726 + Penalty 2782.455470 = -628019.677256
  nChanged 16
		SP:Iteration 56Q (169568.000000 sec): 3 clusters
  Score: Raw -630805.910430 + Penalty 2782.455470 = -628023.454960
  nChanged 18
		SP:Iteration 57Q (169568.090000 sec): 3 clusters
  Score: Raw -630810.285589 + Penalty 2782.455470 = -628027.830119
  nChanged 16
		SP:Iteration 58Q (169568.180000 sec): 3 clusters
  Score: Raw -630815.274112 + Penalty 2782.455470 = -628032.818642
  nChanged 20
		SP:Iteration 59Q (169568.270000 sec): 3 clusters
  Score: Raw -630819.864120 + Penalty 2782.455470 = -628037.408650
  nChanged 21
		SP:Iteration 60F (169568.360000 sec): 3 clusters
  Score: Raw -630824.661139 + Penalty 2782.455470 = -628042.205669
  nChanged 15
		SP:Iteration 61Q (169568.450000 sec): 3 clusters
  Score: Raw -630828.720667 + Penalty 2782.455470 = -628046.265197
  nChanged 12
		SP:Iteration 62Q (169568.550000 sec): 3 clusters
  Score: Raw -630830.846263 + Penalty 2782.455470 = -628048.390793
  nChanged 6
		SP:Iteration 63Q (169568.630000 sec): 3 clusters
  Score: Raw -630832.403055 + Penalty 2782.455470 = -628049.947585
  nChanged 11
		SP:Iteration 64Q (169568.720000 sec): 3 clusters
  Score: Raw -630835.465573 + Penalty 2782.455470 = -628053.010103
  nChanged 13
		SP:Iteration 65Q (169568.810000 sec): 3 clusters
  Score: Raw -630838.889989 + Penalty 2782.455470 = -628056.434520
  nChanged 10
		SP:Iteration 66Q (169568.910000 sec): 3 clusters
  Score: Raw -630841.393952 + Penalty 2782.455470 = -628058.938482
  nChanged 6
		SP:Iteration 67Q (169569.000000 sec): 3 clusters
  Score: Raw -630842.706913 + Penalty 2782.455470 = -628060.251443
  nChanged 3
		SP:Iteration 68Q (169569.090000 sec): 3 clusters
  Score: Raw -630843.184159 + Penalty 2782.455470 = -628060.728689
  nChanged 3
		SP:Iteration 69Q (169569.180000 sec): 3 clusters
  Score: Raw -630844.474166 + Penalty 2782.455470 = -628062.018696
  nChanged 11
		SP:Iteration 70Q (169569.270000 sec): 3 clusters
  Score: Raw -630846.852758 + Penalty 2782.455470 = -628064.397288
  nChanged 8
		SP:Iteration 71Q (169569.360000 sec): 3 clusters
  Score: Raw -630848.625607 + Penalty 2782.455470 = -628066.170137
  nChanged 12
		SP:Iteration 72Q (169569.450000 sec): 3 clusters
  Score: Raw -630850.773382 + Penalty 2782.455470 = -628068.317912
  nChanged 8
		SP:Iteration 73Q (169569.540000 sec): 3 clusters
  Score: Raw -630853.206860 + Penalty 2782.455470 = -628070.751390
  nChanged 12
		SP:Iteration 74Q (169569.630000 sec): 3 clusters
  Score: Raw -630856.572901 + Penalty 2782.455470 = -628074.117431
  nChanged 13
		SP:Iteration 75Q (169569.730000 sec): 3 clusters
  Score: Raw -630860.013735 + Penalty 2782.455470 = -628077.558265
  nChanged 15
		SP:Iteration 76Q (169569.820000 sec): 3 clusters
  Score: Raw -630864.036557 + Penalty 2782.455470 = -628081.581087
  nChanged 19
		SP:Iteration 77Q (169569.910000 sec): 3 clusters
  Score: Raw -630868.269090 + Penalty 2782.455470 = -628085.813620
  nChanged 14
		SP:Iteration 78Q (169570.000000 sec): 3 clusters
  Score: Raw -630871.653690 + Penalty 2782.455470 = -628089.198221
  nChanged 11
		SP:Iteration 79Q (169570.090000 sec): 3 clusters
  Score: Raw -630874.631503 + Penalty 2782.455470 = -628092.176034
  nChanged 11
		SP:Iteration 80F (169570.180000 sec): 3 clusters
  Score: Raw -630878.341265 + Penalty 2782.455470 = -628095.885795
  nChanged 12
		SP:Iteration 81Q (169570.270000 sec): 3 clusters
  Score: Raw -630881.169387 + Penalty 2782.455470 = -628098.713917
  nChanged 13
		SP:Iteration 82Q (169570.370000 sec): 3 clusters
  Score: Raw -630885.224940 + Penalty 2782.455470 = -628102.769470
  nChanged 20
		SP:Iteration 83Q (169570.460000 sec): 3 clusters
  Score: Raw -630890.206169 + Penalty 2782.455470 = -628107.750699
  nChanged 16
		SP:Iteration 84Q (169570.550000 sec): 3 clusters
  Score: Raw -630895.243950 + Penalty 2782.455470 = -628112.788480
  nChanged 22
		SP:Iteration 85Q (169570.640000 sec): 3 clusters
  Score: Raw -630903.712427 + Penalty 2782.455470 = -628121.256957
  nChanged 29
		SP:Iteration 86Q (169570.730000 sec): 3 clusters
  Score: Raw -630912.054901 + Penalty 2782.455470 = -628129.599431
  nChanged 23
		SP:Iteration 87Q (169570.830000 sec): 3 clusters
  Score: Raw -630920.417074 + Penalty 2782.455470 = -628137.961604
  nChanged 28
		SP:Iteration 88Q (169570.920000 sec): 3 clusters
  Score: Raw -630931.131564 + Penalty 2782.455470 = -628148.676094
  nChanged 24
		SP:Iteration 89Q (169571.010000 sec): 3 clusters
  Score: Raw -630940.379030 + Penalty 2782.455470 = -628157.923560
  nChanged 21
		SP:Iteration 90Q (169571.100000 sec): 3 clusters
  Score: Raw -630948.410741 + Penalty 2782.455470 = -628165.955271
  nChanged 21
		SP:Iteration 91Q (169571.190000 sec): 3 clusters
  Score: Raw -630956.908617 + Penalty 2782.455470 = -628174.453147
  nChanged 18
		SP:Iteration 92Q (169571.280000 sec): 3 clusters
  Score: Raw -630964.722565 + Penalty 2782.455470 = -628182.267095
  nChanged 21
		SP:Iteration 93Q (169571.380000 sec): 3 clusters
  Score: Raw -630972.658039 + Penalty 2782.455470 = -628190.202569
  nChanged 19
		SP:Iteration 94Q (169571.460000 sec): 3 clusters
  Score: Raw -630980.207793 + Penalty 2782.455470 = -628197.752323
  nChanged 12
		SP:Iteration 95Q (169571.560000 sec): 3 clusters
  Score: Raw -630984.448105 + Penalty 2782.455470 = -628201.992635
  nChanged 13
		SP:Iteration 96Q (169571.650000 sec): 3 clusters
  Score: Raw -630989.936955 + Penalty 2782.455470 = -628207.481485
  nChanged 14
		SP:Iteration 97Q (169571.740000 sec): 3 clusters
  Score: Raw -630994.442014 + Penalty 2782.455470 = -628211.986544
  nChanged 12
		SP:Iteration 98Q (169571.830000 sec): 3 clusters
  Score: Raw -630998.386266 + Penalty 2782.455470 = -628215.930796
  nChanged 14
		SP:Iteration 99Q (169571.920000 sec): 3 clusters
  Score: Raw -631003.104474 + Penalty 2782.455470 = -628220.649004
  nChanged 12
		SP:Iteration 100F (169572.010000 sec): 3 clusters
  Score: Raw -631006.578681 + Penalty 2782.455470 = -628224.123211
  nChanged 6
		SP:Iteration 101Q (169572.100000 sec): 3 clusters
  Score: Raw -631008.417067 + Penalty 2782.455470 = -628225.961597
  nChanged 7
		SP:Iteration 102Q (169572.190000 sec): 3 clusters
  Score: Raw -631012.395631 + Penalty 2782.455470 = -628229.940161
  nChanged 12
		SP:Iteration 103Q (169572.280000 sec): 3 clusters
  Score: Raw -631017.571288 + Penalty 2782.455470 = -628235.115818
  nChanged 15
		SP:Iteration 104Q (169572.380000 sec): 3 clusters
  Score: Raw -631023.578099 + Penalty 2782.455470 = -628241.122629
  nChanged 11
		SP:Iteration 105Q (169572.460000 sec): 3 clusters
  Score: Raw -631028.707052 + Penalty 2782.455470 = -628246.251582
  nChanged 10
		SP:Iteration 106Q (169572.560000 sec): 3 clusters
  Score: Raw -631032.861765 + Penalty 2782.455470 = -628250.406295
  nChanged 13
		SP:Iteration 107Q (169572.640000 sec): 3 clusters
  Score: Raw -631040.328912 + Penalty 2782.455470 = -628257.873442
  nChanged 19
		SP:Iteration 108Q (169572.740000 sec): 3 clusters
  Score: Raw -631049.826997 + Penalty 2782.455470 = -628267.371527
  nChanged 19
		SP:Iteration 109Q (169572.820000 sec): 3 clusters
  Score: Raw -631060.267201 + Penalty 2782.455470 = -628277.811731
  nChanged 14
		SP:Iteration 110Q (169572.920000 sec): 3 clusters
  Score: Raw -631067.410546 + Penalty 2782.455470 = -628284.955076
  nChanged 15
		SP:Iteration 111Q (169573.010000 sec): 3 clusters
  Score: Raw -631074.377869 + Penalty 2782.455470 = -628291.922399
  nChanged 17
		SP:Iteration 112Q (169573.100000 sec): 3 clusters
  Score: Raw -631082.887466 + Penalty 2782.455470 = -628300.431996
  nChanged 14
		SP:Iteration 113Q (169573.190000 sec): 3 clusters
  Score: Raw -631091.427082 + Penalty 2782.455470 = -628308.971612
  nChanged 16
		SP:Iteration 114Q (169573.280000 sec): 3 clusters
  Score: Raw -631099.232799 + Penalty 2782.455470 = -628316.777329
  nChanged 15
		SP:Iteration 115Q (169573.370000 sec): 3 clusters
  Score: Raw -631106.552435 + Penalty 2782.455470 = -628324.096965
  nChanged 14
		SP:Iteration 116Q (169573.460000 sec): 3 clusters
  Score: Raw -631113.741135 + Penalty 2782.455470 = -628331.285665
  nChanged 11
		SP:Iteration 117Q (169573.550000 sec): 3 clusters
  Score: Raw -631119.830061 + Penalty 2782.455470 = -628337.374591
  nChanged 8
		SP:Iteration 118Q (169573.640000 sec): 3 clusters
  Score: Raw -631123.756643 + Penalty 2782.455470 = -628341.301173
  nChanged 9
		SP:Iteration 119Q (169573.730000 sec): 3 clusters
  Score: Raw -631127.833725 + Penalty 2782.455470 = -628345.378255
  nChanged 4
		SP:Iteration 120F (169573.820000 sec): 3 clusters
  Score: Raw -631130.031484 + Penalty 2782.455470 = -628347.576014
  nChanged 4
		SP:Iteration 121Q (169573.910000 sec): 3 clusters
  Score: Raw -631132.297531 + Penalty 2782.455470 = -628349.842061
  nChanged 3
		SP:Iteration 122Q (169574.000000 sec): 3 clusters
  Score: Raw -631133.302910 + Penalty 2782.455470 = -628350.847440
  nChanged 3
		SP:Iteration 123Q (169574.090000 sec): 3 clusters
  Score: Raw -631134.531187 + Penalty 2782.455470 = -628352.075717
  nChanged 0
		SP:Iteration 124F (169574.180000 sec): 3 clusters
  Score: Raw -631134.531187 + Penalty 2782.455470 = -628352.075717
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 56 (3448 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169574.250000 sec): 2 clusters
  Score: Raw -383338.745409 + Penalty 1323.651815 = -382015.093594
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169574.320000 sec): 3 clusters
  Score: Raw -381695.352673 + Penalty 2647.303630 = -379048.049043
  nChanged 1338
		SP:Iteration 1F (169574.400000 sec): 3 clusters
  Score: Raw -382512.921762 + Penalty 2647.303630 = -379865.618132
  nChanged 287
		SP:Iteration 2F (169574.460000 sec): 3 clusters
  Score: Raw -382730.200389 + Penalty 2647.303630 = -380082.896758
  nChanged 224
		SP:Iteration 3F (169574.530000 sec): 3 clusters
  Score: Raw -382944.114981 + Penalty 2647.303630 = -380296.811351
  nChanged 213
		SP:Iteration 4F (169574.590000 sec): 3 clusters
  Score: Raw -383134.369281 + Penalty 2647.303630 = -380487.065650
  nChanged 177
		SP:Iteration 5F (169574.660000 sec): 3 clusters
  Score: Raw -383297.146416 + Penalty 2647.303630 = -380649.842786
  nChanged 147
		SP:Iteration 6Q (169574.720000 sec): 3 clusters
  Score: Raw -383409.951429 + Penalty 2647.303630 = -380762.647798
  nChanged 109
		SP:Iteration 7Q (169574.790000 sec): 3 clusters
  Score: Raw -383493.092869 + Penalty 2647.303630 = -380845.789239
  nChanged 108
		SP:Iteration 8Q (169574.850000 sec): 3 clusters
  Score: Raw -383580.873807 + Penalty 2647.303630 = -380933.570177
  nChanged 99
		SP:Iteration 9Q (169574.920000 sec): 3 clusters
  Score: Raw -383666.777672 + Penalty 2647.303630 = -381019.474041
  nChanged 106
		SP:Iteration 10Q (169574.980000 sec): 3 clusters
  Score: Raw -383760.367196 + Penalty 2647.303630 = -381113.063566
  nChanged 104
		SP:Iteration 11Q (169575.040000 sec): 3 clusters
  Score: Raw -383832.791435 + Penalty 2647.303630 = -381185.487805
  nChanged 87
		SP:Iteration 12Q (169575.110000 sec): 3 clusters
  Score: Raw -383907.545370 + Penalty 2647.303630 = -381260.241740
  nChanged 81
		SP:Iteration 13Q (169575.170000 sec): 3 clusters
  Score: Raw -383980.392912 + Penalty 2647.303630 = -381333.089281
  nChanged 78
		SP:Iteration 14Q (169575.240000 sec): 3 clusters
  Score: Raw -384042.485594 + Penalty 2647.303630 = -381395.181964
  nChanged 72
		SP:Iteration 15Q (169575.300000 sec): 3 clusters
  Score: Raw -384095.645454 + Penalty 2647.303630 = -381448.341823
  nChanged 65
		SP:Iteration 16Q (169575.360000 sec): 3 clusters
  Score: Raw -384150.788195 + Penalty 2647.303630 = -381503.484565
  nChanged 65
		SP:Iteration 17Q (169575.420000 sec): 3 clusters
  Score: Raw -384209.800635 + Penalty 2647.303630 = -381562.497005
  nChanged 74
		SP:Iteration 18Q (169575.480000 sec): 3 clusters
  Score: Raw -384273.574771 + Penalty 2647.303630 = -381626.271141
  nChanged 55
		SP:Iteration 19Q (169575.550000 sec): 3 clusters
  Score: Raw -384323.535063 + Penalty 2647.303630 = -381676.231433
  nChanged 57
		SP:Iteration 20F (169575.610000 sec): 3 clusters
  Score: Raw -384374.203233 + Penalty 2647.303630 = -381726.899602
  nChanged 53
		SP:Iteration 21Q (169575.680000 sec): 3 clusters
  Score: Raw -384422.499953 + Penalty 2647.303630 = -381775.196323
  nChanged 48
		SP:Iteration 22Q (169575.740000 sec): 3 clusters
  Score: Raw -384460.283784 + Penalty 2647.303630 = -381812.980153
  nChanged 38
		SP:Iteration 23Q (169575.800000 sec): 3 clusters
  Score: Raw -384487.578622 + Penalty 2647.303630 = -381840.274992
  nChanged 33
		SP:Iteration 24Q (169575.860000 sec): 3 clusters
  Score: Raw -384510.535195 + Penalty 2647.303630 = -381863.231564
  nChanged 24
		SP:Iteration 25Q (169575.920000 sec): 3 clusters
  Score: Raw -384523.635990 + Penalty 2647.303630 = -381876.332360
  nChanged 15
		SP:Iteration 26Q (169575.980000 sec): 3 clusters
  Score: Raw -384533.557422 + Penalty 2647.303630 = -381886.253792
  nChanged 16
		SP:Iteration 27Q (169576.040000 sec): 3 clusters
  Score: Raw -384542.084186 + Penalty 2647.303630 = -381894.780555
  nChanged 15
		SP:Iteration 28Q (169576.100000 sec): 3 clusters
  Score: Raw -384549.063989 + Penalty 2647.303630 = -381901.760358
  nChanged 13
		SP:Iteration 29Q (169576.170000 sec): 3 clusters
  Score: Raw -384555.220466 + Penalty 2647.303630 = -381907.916836
  nChanged 16
		SP:Iteration 30Q (169576.230000 sec): 3 clusters
  Score: Raw -384562.680608 + Penalty 2647.303630 = -381915.376978
  nChanged 10
		SP:Iteration 31Q (169576.290000 sec): 3 clusters
  Score: Raw -384567.891708 + Penalty 2647.303630 = -381920.588078
  nChanged 6
		SP:Iteration 32Q (169576.350000 sec): 3 clusters
  Score: Raw -384570.031483 + Penalty 2647.303630 = -381922.727853
  nChanged 4
		SP:Iteration 33Q (169576.410000 sec): 3 clusters
  Score: Raw -384571.063722 + Penalty 2647.303630 = -381923.760092
  nChanged 1
		SP:Iteration 34Q (169576.470000 sec): 3 clusters
  Score: Raw -384571.204194 + Penalty 2647.303630 = -381923.900564
  nChanged 0
		SP:Iteration 35F (169576.540000 sec): 3 clusters
  Score: Raw -384571.204194 + Penalty 2647.303630 = -381923.900564
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 57 (7175 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169576.660000 sec): 2 clusters
  Score: Raw -847882.073718 + Penalty 1442.733182 = -846439.340536
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169576.800000 sec): 3 clusters
  Score: Raw -843981.103227 + Penalty 2885.466363 = -841095.636864
  nChanged 3024
		SP:Iteration 1F (169576.910000 sec): 3 clusters
  Score: Raw -845590.490203 + Penalty 2885.466363 = -842705.023840
  nChanged 503
		SP:Iteration 2F (169577.020000 sec): 3 clusters
  Score: Raw -845826.111866 + Penalty 2885.466363 = -842940.645503
  nChanged 369
		SP:Iteration 3F (169577.150000 sec): 3 clusters
  Score: Raw -845993.170198 + Penalty 2885.466363 = -843107.703835
  nChanged 334
		SP:Iteration 4Q (169577.260000 sec): 3 clusters
  Score: Raw -846158.725364 + Penalty 2885.466363 = -843273.259001
  nChanged 317
		SP:Iteration 5Q (169577.390000 sec): 3 clusters
  Score: Raw -846322.975394 + Penalty 2885.466363 = -843437.509031
  nChanged 327
		SP:Iteration 6Q (169577.510000 sec): 3 clusters
  Score: Raw -846541.018985 + Penalty 2885.466363 = -843655.552622
  nChanged 329
		SP:Iteration 7Q (169577.640000 sec): 3 clusters
  Score: Raw -846796.321281 + Penalty 2885.466363 = -843910.854917
  nChanged 368
		SP:Iteration 8F (169577.770000 sec): 3 clusters
  Score: Raw -847114.012486 + Penalty 2885.466363 = -844228.546122
  nChanged 381
		SP:Iteration 9F (169577.890000 sec): 3 clusters
  Score: Raw -847442.198387 + Penalty 2885.466363 = -844556.732024
  nChanged 362
		SP:Iteration 10F (169578.020000 sec): 3 clusters
  Score: Raw -847741.657551 + Penalty 2885.466363 = -844856.191187
  nChanged 297
		SP:Iteration 11Q (169578.150000 sec): 3 clusters
  Score: Raw -847964.991719 + Penalty 2885.466363 = -845079.525356
  nChanged 233
		SP:Iteration 12Q (169578.270000 sec): 3 clusters
  Score: Raw -848145.411914 + Penalty 2885.466363 = -845259.945551
  nChanged 195
		SP:Iteration 13Q (169578.400000 sec): 3 clusters
  Score: Raw -848274.411311 + Penalty 2885.466363 = -845388.944948
  nChanged 145
		SP:Iteration 14Q (169578.520000 sec): 3 clusters
  Score: Raw -848357.676870 + Penalty 2885.466363 = -845472.210507
  nChanged 98
		SP:Iteration 15Q (169578.650000 sec): 3 clusters
  Score: Raw -848406.437243 + Penalty 2885.466363 = -845520.970880
  nChanged 79
		SP:Iteration 16Q (169578.770000 sec): 3 clusters
  Score: Raw -848440.927168 + Penalty 2885.466363 = -845555.460805
  nChanged 65
		SP:Iteration 17Q (169578.890000 sec): 3 clusters
  Score: Raw -848466.885650 + Penalty 2885.466363 = -845581.419286
  nChanged 48
		SP:Iteration 18Q (169579.020000 sec): 3 clusters
  Score: Raw -848485.204518 + Penalty 2885.466363 = -845599.738155
  nChanged 48
		SP:Iteration 19Q (169579.140000 sec): 3 clusters
  Score: Raw -848504.004814 + Penalty 2885.466363 = -845618.538451
  nChanged 45
		SP:Iteration 20F (169579.270000 sec): 3 clusters
  Score: Raw -848517.442313 + Penalty 2885.466363 = -845631.975949
  nChanged 41
		SP:Iteration 21Q (169579.390000 sec): 3 clusters
  Score: Raw -848531.861650 + Penalty 2885.466363 = -845646.395287
  nChanged 40
		SP:Iteration 22Q (169579.510000 sec): 3 clusters
  Score: Raw -848545.078251 + Penalty 2885.466363 = -845659.611888
  nChanged 29
		SP:Iteration 23Q (169579.640000 sec): 3 clusters
  Score: Raw -848553.406691 + Penalty 2885.466363 = -845667.940328
  nChanged 18
		SP:Iteration 24Q (169579.760000 sec): 3 clusters
  Score: Raw -848556.530680 + Penalty 2885.466363 = -845671.064316
  nChanged 12
		SP:Iteration 25Q (169579.880000 sec): 3 clusters
  Score: Raw -848558.638841 + Penalty 2885.466363 = -845673.172478
  nChanged 7
		SP:Iteration 26Q (169580.010000 sec): 3 clusters
  Score: Raw -848559.948158 + Penalty 2885.466363 = -845674.481795
  nChanged 9
		SP:Iteration 27Q (169580.130000 sec): 3 clusters
  Score: Raw -848562.358669 + Penalty 2885.466363 = -845676.892305
  nChanged 12
		SP:Iteration 28Q (169580.250000 sec): 3 clusters
  Score: Raw -848565.496579 + Penalty 2885.466363 = -845680.030216
  nChanged 12
		SP:Iteration 29Q (169580.380000 sec): 3 clusters
  Score: Raw -848568.655582 + Penalty 2885.466363 = -845683.189218
  nChanged 14
		SP:Iteration 30Q (169580.500000 sec): 3 clusters
  Score: Raw -848571.105197 + Penalty 2885.466363 = -845685.638834
  nChanged 6
		SP:Iteration 31Q (169580.620000 sec): 3 clusters
  Score: Raw -848572.057604 + Penalty 2885.466363 = -845686.591240
  nChanged 4
		SP:Iteration 32Q (169580.740000 sec): 3 clusters
  Score: Raw -848572.836894 + Penalty 2885.466363 = -845687.370531
  nChanged 2
		SP:Iteration 33Q (169580.860000 sec): 3 clusters
  Score: Raw -848573.192123 + Penalty 2885.466363 = -845687.725759
  nChanged 1
		SP:Iteration 34Q (169580.990000 sec): 3 clusters
  Score: Raw -848573.335915 + Penalty 2885.466363 = -845687.869552
  nChanged 2
		SP:Iteration 35Q (169581.120000 sec): 3 clusters
  Score: Raw -848573.576649 + Penalty 2885.466363 = -845688.110286
  nChanged 1
		SP:Iteration 36Q (169581.240000 sec): 3 clusters
  Score: Raw -848573.814668 + Penalty 2885.466363 = -845688.348305
  nChanged 2
		SP:Iteration 37Q (169581.360000 sec): 3 clusters
  Score: Raw -848573.979856 + Penalty 2885.466363 = -845688.513493
  nChanged 0
		SP:Iteration 38F (169581.490000 sec): 3 clusters
  Score: Raw -848573.979856 + Penalty 2885.466363 = -845688.513493
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 58 (4781 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169581.580000 sec): 2 clusters
  Score: Raw -558116.214629 + Penalty 1376.765814 = -556739.448815
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169581.670000 sec): 3 clusters
  Score: Raw -555668.576571 + Penalty 2753.531628 = -552915.044943
  nChanged 1936
		SP:Iteration 1F (169581.750000 sec): 3 clusters
  Score: Raw -557056.128050 + Penalty 2753.531628 = -554302.596422
  nChanged 491
		SP:Iteration 2F (169581.840000 sec): 3 clusters
  Score: Raw -557563.272375 + Penalty 2753.531628 = -554809.740747
  nChanged 449
		SP:Iteration 3F (169581.920000 sec): 3 clusters
  Score: Raw -557991.457409 + Penalty 2753.531628 = -555237.925781
  nChanged 341
		SP:Iteration 4F (169582.010000 sec): 3 clusters
  Score: Raw -558268.434554 + Penalty 2753.531628 = -555514.902926
  nChanged 276
		SP:Iteration 5F (169582.100000 sec): 3 clusters
  Score: Raw -558480.104827 + Penalty 2753.531628 = -555726.573199
  nChanged 196
		SP:Iteration 6Q (169582.180000 sec): 3 clusters
  Score: Raw -558632.887990 + Penalty 2753.531628 = -555879.356362
  nChanged 155
		SP:Iteration 7Q (169582.270000 sec): 3 clusters
  Score: Raw -558759.764222 + Penalty 2753.531628 = -556006.232594
  nChanged 119
		SP:Iteration 8Q (169582.350000 sec): 3 clusters
  Score: Raw -558881.788112 + Penalty 2753.531628 = -556128.256484
  nChanged 111
		SP:Iteration 9Q (169582.440000 sec): 3 clusters
  Score: Raw -558998.431443 + Penalty 2753.531628 = -556244.899815
  nChanged 102
		SP:Iteration 10Q (169582.520000 sec): 3 clusters
  Score: Raw -559117.561638 + Penalty 2753.531628 = -556364.030010
  nChanged 91
		SP:Iteration 11Q (169582.600000 sec): 3 clusters
  Score: Raw -559222.302783 + Penalty 2753.531628 = -556468.771155
  nChanged 73
		SP:Iteration 12Q (169582.680000 sec): 3 clusters
  Score: Raw -559303.027541 + Penalty 2753.531628 = -556549.495914
  nChanged 66
		SP:Iteration 13Q (169582.770000 sec): 3 clusters
  Score: Raw -559359.359123 + Penalty 2753.531628 = -556605.827495
  nChanged 55
		SP:Iteration 14Q (169582.850000 sec): 3 clusters
  Score: Raw -559392.776331 + Penalty 2753.531628 = -556639.244703
  nChanged 37
		SP:Iteration 15Q (169582.930000 sec): 3 clusters
  Score: Raw -559412.086392 + Penalty 2753.531628 = -556658.554765
  nChanged 23
		SP:Iteration 16Q (169583.020000 sec): 3 clusters
  Score: Raw -559424.058428 + Penalty 2753.531628 = -556670.526801
  nChanged 23
		SP:Iteration 17Q (169583.100000 sec): 3 clusters
  Score: Raw -559433.295691 + Penalty 2753.531628 = -556679.764064
  nChanged 12
		SP:Iteration 18Q (169583.180000 sec): 3 clusters
  Score: Raw -559437.930249 + Penalty 2753.531628 = -556684.398621
  nChanged 14
		SP:Iteration 19Q (169583.260000 sec): 3 clusters
  Score: Raw -559443.017186 + Penalty 2753.531628 = -556689.485558
  nChanged 6
		SP:Iteration 20F (169583.350000 sec): 3 clusters
  Score: Raw -559445.081214 + Penalty 2753.531628 = -556691.549586
  nChanged 9
		SP:Iteration 21Q (169583.430000 sec): 3 clusters
  Score: Raw -559447.686446 + Penalty 2753.531628 = -556694.154818
  nChanged 5
		SP:Iteration 22Q (169583.510000 sec): 3 clusters
  Score: Raw -559448.848394 + Penalty 2753.531628 = -556695.316766
  nChanged 2
		SP:Iteration 23Q (169583.600000 sec): 3 clusters
  Score: Raw -559449.174762 + Penalty 2753.531628 = -556695.643134
  nChanged 3
		SP:Iteration 24Q (169583.680000 sec): 3 clusters
  Score: Raw -559450.172454 + Penalty 2753.531628 = -556696.640827
  nChanged 3
		SP:Iteration 25Q (169583.760000 sec): 3 clusters
  Score: Raw -559452.097164 + Penalty 2753.531628 = -556698.565536
  nChanged 2
		SP:Iteration 26Q (169583.840000 sec): 3 clusters
  Score: Raw -559452.614564 + Penalty 2753.531628 = -556699.082936
  nChanged 0
		SP:Iteration 27F (169583.930000 sec): 3 clusters
  Score: Raw -559452.614564 + Penalty 2753.531628 = -556699.082936
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 59 (6062 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169584.010000 sec): 2 clusters
  Score: Raw -650456.612683 + Penalty 1415.341697 = -649041.270987
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169584.140000 sec): 3 clusters
  Score: Raw -647280.188001 + Penalty 2830.683394 = -644449.504608
  nChanged 2506
		SP:Iteration 1F (169584.240000 sec): 3 clusters
  Score: Raw -648826.596817 + Penalty 2830.683394 = -645995.913423
  nChanged 546
		SP:Iteration 2F (169584.330000 sec): 3 clusters
  Score: Raw -649252.821446 + Penalty 2830.683394 = -646422.138052
  nChanged 429
		SP:Iteration 3F (169584.430000 sec): 3 clusters
  Score: Raw -649561.499434 + Penalty 2830.683394 = -646730.816041
  nChanged 370
		SP:Iteration 4F (169584.530000 sec): 3 clusters
  Score: Raw -649785.847144 + Penalty 2830.683394 = -646955.163750
  nChanged 284
		SP:Iteration 5Q (169584.630000 sec): 3 clusters
  Score: Raw -649937.318904 + Penalty 2830.683394 = -647106.635511
  nChanged 227
		SP:Iteration 6Q (169584.730000 sec): 3 clusters
  Score: Raw -650061.906108 + Penalty 2830.683394 = -647231.222715
  nChanged 189
		SP:Iteration 7Q (169584.820000 sec): 3 clusters
  Score: Raw -650183.785894 + Penalty 2830.683394 = -647353.102501
  nChanged 208
		SP:Iteration 8Q (169584.920000 sec): 3 clusters
  Score: Raw -650303.532419 + Penalty 2830.683394 = -647472.849026
  nChanged 175
		SP:Iteration 9Q (169585.020000 sec): 3 clusters
  Score: Raw -650389.865263 + Penalty 2830.683394 = -647559.181869
  nChanged 141
		SP:Iteration 10Q (169585.120000 sec): 3 clusters
  Score: Raw -650450.061837 + Penalty 2830.683394 = -647619.378444
  nChanged 128
		SP:Iteration 11Q (169585.220000 sec): 3 clusters
  Score: Raw -650511.589780 + Penalty 2830.683394 = -647680.906386
  nChanged 110
		SP:Iteration 12Q (169585.320000 sec): 3 clusters
  Score: Raw -650553.277551 + Penalty 2830.683394 = -647722.594158
  nChanged 97
		SP:Iteration 13Q (169585.410000 sec): 3 clusters
  Score: Raw -650586.947025 + Penalty 2830.683394 = -647756.263631
  nChanged 89
		SP:Iteration 14Q (169585.510000 sec): 3 clusters
  Score: Raw -650619.978312 + Penalty 2830.683394 = -647789.294918
  nChanged 79
		SP:Iteration 15Q (169585.610000 sec): 3 clusters
  Score: Raw -650646.924612 + Penalty 2830.683394 = -647816.241218
  nChanged 58
		SP:Iteration 16Q (169585.700000 sec): 3 clusters
  Score: Raw -650666.277267 + Penalty 2830.683394 = -647835.593874
  nChanged 48
		SP:Iteration 17Q (169585.800000 sec): 3 clusters
  Score: Raw -650679.710834 + Penalty 2830.683394 = -647849.027440
  nChanged 34
		SP:Iteration 18Q (169585.900000 sec): 3 clusters
  Score: Raw -650690.662996 + Penalty 2830.683394 = -647859.979602
  nChanged 42
		SP:Iteration 19Q (169586.000000 sec): 3 clusters
  Score: Raw -650706.679416 + Penalty 2830.683394 = -647875.996022
  nChanged 49
		SP:Iteration 20F (169586.100000 sec): 3 clusters
  Score: Raw -650721.776073 + Penalty 2830.683394 = -647891.092679
  nChanged 51
		SP:Iteration 21Q (169586.190000 sec): 3 clusters
  Score: Raw -650741.434176 + Penalty 2830.683394 = -647910.750783
  nChanged 50
		SP:Iteration 22Q (169586.290000 sec): 3 clusters
  Score: Raw -650756.945613 + Penalty 2830.683394 = -647926.262219
  nChanged 47
		SP:Iteration 23Q (169586.390000 sec): 3 clusters
  Score: Raw -650771.455851 + Penalty 2830.683394 = -647940.772457
  nChanged 37
		SP:Iteration 24Q (169586.480000 sec): 3 clusters
  Score: Raw -650784.190640 + Penalty 2830.683394 = -647953.507246
  nChanged 33
		SP:Iteration 25Q (169586.580000 sec): 3 clusters
  Score: Raw -650793.144276 + Penalty 2830.683394 = -647962.460882
  nChanged 33
		SP:Iteration 26Q (169586.680000 sec): 3 clusters
  Score: Raw -650803.381570 + Penalty 2830.683394 = -647972.698176
  nChanged 23
		SP:Iteration 27Q (169586.780000 sec): 3 clusters
  Score: Raw -650809.344096 + Penalty 2830.683394 = -647978.660702
  nChanged 21
		SP:Iteration 28Q (169586.870000 sec): 3 clusters
  Score: Raw -650816.105809 + Penalty 2830.683394 = -647985.422415
  nChanged 16
		SP:Iteration 29Q (169586.970000 sec): 3 clusters
  Score: Raw -650820.735205 + Penalty 2830.683394 = -647990.051811
  nChanged 6
		SP:Iteration 30Q (169587.060000 sec): 3 clusters
  Score: Raw -650822.767828 + Penalty 2830.683394 = -647992.084435
  nChanged 6
		SP:Iteration 31Q (169587.160000 sec): 3 clusters
  Score: Raw -650824.342637 + Penalty 2830.683394 = -647993.659244
  nChanged 7
		SP:Iteration 32Q (169587.260000 sec): 3 clusters
  Score: Raw -650827.044239 + Penalty 2830.683394 = -647996.360845
  nChanged 11
		SP:Iteration 33Q (169587.360000 sec): 3 clusters
  Score: Raw -650829.739056 + Penalty 2830.683394 = -647999.055662
  nChanged 11
		SP:Iteration 34Q (169587.450000 sec): 3 clusters
  Score: Raw -650832.930574 + Penalty 2830.683394 = -648002.247180
  nChanged 9
		SP:Iteration 35Q (169587.550000 sec): 3 clusters
  Score: Raw -650835.544482 + Penalty 2830.683394 = -648004.861088
  nChanged 14
		SP:Iteration 36Q (169587.640000 sec): 3 clusters
  Score: Raw -650837.983069 + Penalty 2830.683394 = -648007.299675
  nChanged 10
		SP:Iteration 37Q (169587.740000 sec): 3 clusters
  Score: Raw -650839.806381 + Penalty 2830.683394 = -648009.122987
  nChanged 7
		SP:Iteration 38Q (169587.840000 sec): 3 clusters
  Score: Raw -650842.094375 + Penalty 2830.683394 = -648011.410981
  nChanged 8
		SP:Iteration 39Q (169587.930000 sec): 3 clusters
  Score: Raw -650844.639570 + Penalty 2830.683394 = -648013.956177
  nChanged 9
		SP:Iteration 40F (169588.030000 sec): 3 clusters
  Score: Raw -650847.519704 + Penalty 2830.683394 = -648016.836310
  nChanged 12
		SP:Iteration 41Q (169588.130000 sec): 3 clusters
  Score: Raw -650852.256012 + Penalty 2830.683394 = -648021.572618
  nChanged 18
		SP:Iteration 42Q (169588.220000 sec): 3 clusters
  Score: Raw -650860.174094 + Penalty 2830.683394 = -648029.490700
  nChanged 18
		SP:Iteration 43Q (169588.320000 sec): 3 clusters
  Score: Raw -650866.569869 + Penalty 2830.683394 = -648035.886475
  nChanged 16
		SP:Iteration 44Q (169588.420000 sec): 3 clusters
  Score: Raw -650871.717311 + Penalty 2830.683394 = -648041.033917
  nChanged 17
		SP:Iteration 45Q (169588.510000 sec): 3 clusters
  Score: Raw -650877.629396 + Penalty 2830.683394 = -648046.946003
  nChanged 12
		SP:Iteration 46Q (169588.610000 sec): 3 clusters
  Score: Raw -650881.097213 + Penalty 2830.683394 = -648050.413819
  nChanged 12
		SP:Iteration 47Q (169588.710000 sec): 3 clusters
  Score: Raw -650883.793233 + Penalty 2830.683394 = -648053.109839
  nChanged 17
		SP:Iteration 48Q (169588.800000 sec): 3 clusters
  Score: Raw -650888.139412 + Penalty 2830.683394 = -648057.456018
  nChanged 16
		SP:Iteration 49Q (169588.900000 sec): 3 clusters
  Score: Raw -650893.591454 + Penalty 2830.683394 = -648062.908061
  nChanged 12
		SP:Iteration 50Q (169589.000000 sec): 3 clusters
  Score: Raw -650901.531553 + Penalty 2830.683394 = -648070.848159
  nChanged 22
		SP:Iteration 51Q (169589.090000 sec): 3 clusters
  Score: Raw -650909.817516 + Penalty 2830.683394 = -648079.134122
  nChanged 17
		SP:Iteration 52Q (169589.190000 sec): 3 clusters
  Score: Raw -650915.018391 + Penalty 2830.683394 = -648084.334997
  nChanged 19
		SP:Iteration 53Q (169589.280000 sec): 3 clusters
  Score: Raw -650922.494533 + Penalty 2830.683394 = -648091.811139
  nChanged 21
		SP:Iteration 54Q (169589.380000 sec): 3 clusters
  Score: Raw -650931.154777 + Penalty 2830.683394 = -648100.471384
  nChanged 18
		SP:Iteration 55Q (169589.480000 sec): 3 clusters
  Score: Raw -650936.547813 + Penalty 2830.683394 = -648105.864419
  nChanged 11
		SP:Iteration 56Q (169589.580000 sec): 3 clusters
  Score: Raw -650940.968381 + Penalty 2830.683394 = -648110.284987
  nChanged 13
		SP:Iteration 57Q (169589.670000 sec): 3 clusters
  Score: Raw -650944.977849 + Penalty 2830.683394 = -648114.294455
  nChanged 13
		SP:Iteration 58Q (169589.770000 sec): 3 clusters
  Score: Raw -650948.334600 + Penalty 2830.683394 = -648117.651206
  nChanged 12
		SP:Iteration 59Q (169589.860000 sec): 3 clusters
  Score: Raw -650951.125915 + Penalty 2830.683394 = -648120.442521
  nChanged 8
		SP:Iteration 60F (169589.960000 sec): 3 clusters
  Score: Raw -650953.997422 + Penalty 2830.683394 = -648123.314028
  nChanged 6
		SP:Iteration 61Q (169590.060000 sec): 3 clusters
  Score: Raw -650957.076382 + Penalty 2830.683394 = -648126.392989
  nChanged 10
		SP:Iteration 62Q (169590.160000 sec): 3 clusters
  Score: Raw -650960.910562 + Penalty 2830.683394 = -648130.227169
  nChanged 14
		SP:Iteration 63Q (169590.250000 sec): 3 clusters
  Score: Raw -650965.988188 + Penalty 2830.683394 = -648135.304794
  nChanged 9
		SP:Iteration 64Q (169590.350000 sec): 3 clusters
  Score: Raw -650969.334012 + Penalty 2830.683394 = -648138.650618
  nChanged 10
		SP:Iteration 65Q (169590.440000 sec): 3 clusters
  Score: Raw -650974.249398 + Penalty 2830.683394 = -648143.566004
  nChanged 11
		SP:Iteration 66Q (169590.540000 sec): 3 clusters
  Score: Raw -650978.774329 + Penalty 2830.683394 = -648148.090935
  nChanged 9
		SP:Iteration 67Q (169590.630000 sec): 3 clusters
  Score: Raw -650981.112116 + Penalty 2830.683394 = -648150.428722
  nChanged 10
		SP:Iteration 68Q (169590.730000 sec): 3 clusters
  Score: Raw -650984.791610 + Penalty 2830.683394 = -648154.108216
  nChanged 14
		SP:Iteration 69Q (169590.820000 sec): 3 clusters
  Score: Raw -650988.762364 + Penalty 2830.683394 = -648158.078970
  nChanged 14
		SP:Iteration 70Q (169590.920000 sec): 3 clusters
  Score: Raw -650993.333086 + Penalty 2830.683394 = -648162.649693
  nChanged 16
		SP:Iteration 71Q (169591.010000 sec): 3 clusters
  Score: Raw -650998.098533 + Penalty 2830.683394 = -648167.415139
  nChanged 9
		SP:Iteration 72Q (169591.110000 sec): 3 clusters
  Score: Raw -651001.473885 + Penalty 2830.683394 = -648170.790492
  nChanged 9
		SP:Iteration 73Q (169591.200000 sec): 3 clusters
  Score: Raw -651004.353482 + Penalty 2830.683394 = -648173.670088
  nChanged 16
		SP:Iteration 74Q (169591.300000 sec): 3 clusters
  Score: Raw -651009.523689 + Penalty 2830.683394 = -648178.840295
  nChanged 11
		SP:Iteration 75Q (169591.390000 sec): 3 clusters
  Score: Raw -651013.221917 + Penalty 2830.683394 = -648182.538524
  nChanged 9
		SP:Iteration 76Q (169591.490000 sec): 3 clusters
  Score: Raw -651015.249359 + Penalty 2830.683394 = -648184.565965
  nChanged 5
		SP:Iteration 77Q (169591.580000 sec): 3 clusters
  Score: Raw -651017.253496 + Penalty 2830.683394 = -648186.570102
  nChanged 5
		SP:Iteration 78Q (169591.680000 sec): 3 clusters
  Score: Raw -651019.367955 + Penalty 2830.683394 = -648188.684562
  nChanged 5
		SP:Iteration 79Q (169591.770000 sec): 3 clusters
  Score: Raw -651020.377527 + Penalty 2830.683394 = -648189.694134
  nChanged 3
		SP:Iteration 80F (169591.870000 sec): 3 clusters
  Score: Raw -651021.036658 + Penalty 2830.683394 = -648190.353264
  nChanged 2
		SP:Iteration 81Q (169591.960000 sec): 3 clusters
  Score: Raw -651021.359397 + Penalty 2830.683394 = -648190.676003
  nChanged 2
		SP:Iteration 82Q (169592.060000 sec): 3 clusters
  Score: Raw -651021.692393 + Penalty 2830.683394 = -648191.008999
  nChanged 0
		SP:Iteration 83F (169592.160000 sec): 3 clusters
  Score: Raw -651021.692393 + Penalty 2830.683394 = -648191.008999
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 60 (2905 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169592.230000 sec): 2 clusters
  Score: Raw -310169.129981 + Penalty 1295.805659 = -308873.324322
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169592.280000 sec): 3 clusters
  Score: Raw -308851.031909 + Penalty 2591.611318 = -306259.420591
  nChanged 1110
		SP:Iteration 1F (169592.340000 sec): 3 clusters
  Score: Raw -309682.273082 + Penalty 2591.611318 = -307090.661765
  nChanged 290
		SP:Iteration 2F (169592.400000 sec): 3 clusters
  Score: Raw -310017.977760 + Penalty 2591.611318 = -307426.366442
  nChanged 263
		SP:Iteration 3F (169592.460000 sec): 3 clusters
  Score: Raw -310298.644678 + Penalty 2591.611318 = -307707.033360
  nChanged 187
		SP:Iteration 4F (169592.510000 sec): 3 clusters
  Score: Raw -310490.813200 + Penalty 2591.611318 = -307899.201882
  nChanged 150
		SP:Iteration 5F (169592.560000 sec): 3 clusters
  Score: Raw -310625.432122 + Penalty 2591.611318 = -308033.820804
  nChanged 94
		SP:Iteration 6Q (169592.610000 sec): 3 clusters
  Score: Raw -310700.237707 + Penalty 2591.611318 = -308108.626390
  nChanged 87
		SP:Iteration 7Q (169592.660000 sec): 3 clusters
  Score: Raw -310761.458758 + Penalty 2591.611318 = -308169.847441
  nChanged 65
		SP:Iteration 8Q (169592.720000 sec): 3 clusters
  Score: Raw -310809.451526 + Penalty 2591.611318 = -308217.840209
  nChanged 46
		SP:Iteration 9Q (169592.770000 sec): 3 clusters
  Score: Raw -310843.766731 + Penalty 2591.611318 = -308252.155414
  nChanged 35
		SP:Iteration 10Q (169592.820000 sec): 3 clusters
  Score: Raw -310863.980737 + Penalty 2591.611318 = -308272.369420
  nChanged 25
		SP:Iteration 11Q (169592.870000 sec): 3 clusters
  Score: Raw -310878.090032 + Penalty 2591.611318 = -308286.478715
  nChanged 17
		SP:Iteration 12Q (169592.920000 sec): 3 clusters
  Score: Raw -310889.427715 + Penalty 2591.611318 = -308297.816397
  nChanged 15
		SP:Iteration 13Q (169592.980000 sec): 3 clusters
  Score: Raw -310897.034052 + Penalty 2591.611318 = -308305.422735
  nChanged 15
		SP:Iteration 14Q (169593.030000 sec): 3 clusters
  Score: Raw -310902.401584 + Penalty 2591.611318 = -308310.790267
  nChanged 9
		SP:Iteration 15Q (169593.080000 sec): 3 clusters
  Score: Raw -310907.092777 + Penalty 2591.611318 = -308315.481459
  nChanged 13
		SP:Iteration 16Q (169593.130000 sec): 3 clusters
  Score: Raw -310914.826930 + Penalty 2591.611318 = -308323.215612
  nChanged 15
		SP:Iteration 17Q (169593.180000 sec): 3 clusters
  Score: Raw -310925.014421 + Penalty 2591.611318 = -308333.403103
  nChanged 15
		SP:Iteration 18Q (169593.230000 sec): 3 clusters
  Score: Raw -310935.754970 + Penalty 2591.611318 = -308344.143652
  nChanged 16
		SP:Iteration 19Q (169593.280000 sec): 3 clusters
  Score: Raw -310946.962831 + Penalty 2591.611318 = -308355.351514
  nChanged 18
		SP:Iteration 20F (169593.330000 sec): 3 clusters
  Score: Raw -310956.116670 + Penalty 2591.611318 = -308364.505353
  nChanged 12
		SP:Iteration 21Q (169593.380000 sec): 3 clusters
  Score: Raw -310960.547697 + Penalty 2591.611318 = -308368.936379
  nChanged 8
		SP:Iteration 22Q (169593.430000 sec): 3 clusters
  Score: Raw -310964.078437 + Penalty 2591.611318 = -308372.467120
  nChanged 6
		SP:Iteration 23Q (169593.480000 sec): 3 clusters
  Score: Raw -310965.629351 + Penalty 2591.611318 = -308374.018033
  nChanged 3
		SP:Iteration 24Q (169593.540000 sec): 3 clusters
  Score: Raw -310967.001665 + Penalty 2591.611318 = -308375.390348
  nChanged 0
		SP:Iteration 25F (169593.590000 sec): 3 clusters
  Score: Raw -310967.001665 + Penalty 2591.611318 = -308375.390348
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 61 (847 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169593.650000 sec): 2 clusters
  Score: Raw -95786.172678 + Penalty 1095.526363 = -94690.646315
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169593.660000 sec): 3 clusters
  Score: Raw -95554.738857 + Penalty 2191.052726 = -93363.686131
  nChanged 245
		SP:Iteration 1F (169593.680000 sec): 3 clusters
  Score: Raw -95781.387056 + Penalty 2191.052726 = -93590.334330
  nChanged 67
		SP:Iteration 2F (169593.700000 sec): 3 clusters
  Score: Raw -95862.078260 + Penalty 2191.052726 = -93671.025534
  nChanged 40
		SP:Iteration 3Q (169593.720000 sec): 3 clusters
  Score: Raw -95907.876057 + Penalty 2191.052726 = -93716.823332
  nChanged 26
		SP:Iteration 4Q (169593.730000 sec): 3 clusters
  Score: Raw -95941.839833 + Penalty 2191.052726 = -93750.787107
  nChanged 17
		SP:Iteration 5Q (169593.750000 sec): 3 clusters
  Score: Raw -95964.536108 + Penalty 2191.052726 = -93773.483382
  nChanged 14
		SP:Iteration 6Q (169593.760000 sec): 3 clusters
  Score: Raw -95983.943772 + Penalty 2191.052726 = -93792.891047
  nChanged 16
		SP:Iteration 7Q (169593.780000 sec): 3 clusters
  Score: Raw -96005.559556 + Penalty 2191.052726 = -93814.506831
  nChanged 13
		SP:Iteration 8Q (169593.800000 sec): 3 clusters
  Score: Raw -96021.821097 + Penalty 2191.052726 = -93830.768371
  nChanged 9
		SP:Iteration 9Q (169593.810000 sec): 3 clusters
  Score: Raw -96030.168596 + Penalty 2191.052726 = -93839.115870
  nChanged 10
		SP:Iteration 10Q (169593.830000 sec): 3 clusters
  Score: Raw -96047.238771 + Penalty 2191.052726 = -93856.186045
  nChanged 14
		SP:Iteration 11Q (169593.840000 sec): 3 clusters
  Score: Raw -96061.819939 + Penalty 2191.052726 = -93870.767213
  nChanged 15
		SP:Iteration 12Q (169593.860000 sec): 3 clusters
  Score: Raw -96079.901093 + Penalty 2191.052726 = -93888.848367
  nChanged 24
		SP:Iteration 13Q (169593.880000 sec): 3 clusters
  Score: Raw -96135.468576 + Penalty 2191.052726 = -93944.415850
  nChanged 24
		SP:Iteration 14Q (169593.890000 sec): 3 clusters
  Score: Raw -96221.983977 + Penalty 2191.052726 = -94030.931251
  nChanged 28
		SP:Iteration 15Q (169593.910000 sec): 3 clusters
  Score: Raw -96378.665050 + Penalty 2191.052726 = -94187.612324
  nChanged 34
		SP:Iteration 16Q (169593.920000 sec): 3 clusters
  Score: Raw -96473.134024 + Penalty 2191.052726 = -94282.081298
  nChanged 18
		SP:Iteration 17Q (169593.940000 sec): 3 clusters
  Score: Raw -96508.456884 + Penalty 2191.052726 = -94317.404158
  nChanged 14
		SP:Iteration 18Q (169593.960000 sec): 3 clusters
  Score: Raw -96532.988729 + Penalty 2191.052726 = -94341.936003
  nChanged 7
		SP:Iteration 19Q (169593.970000 sec): 3 clusters
  Score: Raw -96542.101452 + Penalty 2191.052726 = -94351.048727
  nChanged 3
		SP:Iteration 20F (169593.990000 sec): 3 clusters
  Score: Raw -96544.560179 + Penalty 2191.052726 = -94353.507453
  nChanged 2
		SP:Iteration 21Q (169594.010000 sec): 3 clusters
  Score: Raw -96547.597370 + Penalty 2191.052726 = -94356.544645
  nChanged 4
		SP:Iteration 22Q (169594.020000 sec): 3 clusters
  Score: Raw -96552.221390 + Penalty 2191.052726 = -94361.168664
  nChanged 2
		SP:Iteration 23Q (169594.040000 sec): 3 clusters
  Score: Raw -96553.940723 + Penalty 2191.052726 = -94362.887997
  nChanged 1
		SP:Iteration 24Q (169594.060000 sec): 3 clusters
  Score: Raw -96554.622190 + Penalty 2191.052726 = -94363.569464
  nChanged 2
		SP:Iteration 25Q (169594.070000 sec): 3 clusters
  Score: Raw -96557.357155 + Penalty 2191.052726 = -94366.304429
  nChanged 1
		SP:Iteration 26Q (169594.090000 sec): 3 clusters
  Score: Raw -96558.128457 + Penalty 2191.052726 = -94367.075731
  nChanged 1
		SP:Iteration 27Q (169594.100000 sec): 3 clusters
  Score: Raw -96559.526011 + Penalty 2191.052726 = -94368.473286
  nChanged 2
		SP:Iteration 28Q (169594.120000 sec): 3 clusters
  Score: Raw -96561.857093 + Penalty 2191.052726 = -94370.804367
  nChanged 1
		SP:Iteration 29Q (169594.140000 sec): 3 clusters
  Score: Raw -96563.014497 + Penalty 2191.052726 = -94371.961771
  nChanged 1
		SP:Iteration 30Q (169594.150000 sec): 3 clusters
  Score: Raw -96563.572211 + Penalty 2191.052726 = -94372.519485
  nChanged 0
		SP:Iteration 31F (169594.170000 sec): 3 clusters
  Score: Raw -96563.572211 + Penalty 2191.052726 = -94372.519485
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 62 (6062 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169594.260000 sec): 2 clusters
  Score: Raw -692303.684020 + Penalty 1415.341697 = -690888.342324
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169594.380000 sec): 3 clusters
  Score: Raw -689114.638664 + Penalty 2830.683394 = -686283.955270
  nChanged 2467
		SP:Iteration 1F (169594.480000 sec): 3 clusters
  Score: Raw -690508.865357 + Penalty 2830.683394 = -687678.181964
  nChanged 485
		SP:Iteration 2F (169594.590000 sec): 3 clusters
  Score: Raw -690883.025660 + Penalty 2830.683394 = -688052.342266
  nChanged 438
		SP:Iteration 3F (169594.690000 sec): 3 clusters
  Score: Raw -691210.714479 + Penalty 2830.683394 = -688380.031085
  nChanged 407
		SP:Iteration 4F (169594.800000 sec): 3 clusters
  Score: Raw -691519.460443 + Penalty 2830.683394 = -688688.777049
  nChanged 390
		SP:Iteration 5F (169594.900000 sec): 3 clusters
  Score: Raw -691799.939899 + Penalty 2830.683394 = -688969.256505
  nChanged 325
		SP:Iteration 6F (169595.000000 sec): 3 clusters
  Score: Raw -691994.514804 + Penalty 2830.683394 = -689163.831410
  nChanged 255
		SP:Iteration 7Q (169595.110000 sec): 3 clusters
  Score: Raw -692155.642381 + Penalty 2830.683394 = -689324.958987
  nChanged 235
		SP:Iteration 8Q (169595.210000 sec): 3 clusters
  Score: Raw -692303.228219 + Penalty 2830.683394 = -689472.544826
  nChanged 191
		SP:Iteration 9Q (169595.320000 sec): 3 clusters
  Score: Raw -692414.846123 + Penalty 2830.683394 = -689584.162729
  nChanged 154
		SP:Iteration 10Q (169595.420000 sec): 3 clusters
  Score: Raw -692514.701491 + Penalty 2830.683394 = -689684.018097
  nChanged 138
		SP:Iteration 11Q (169595.520000 sec): 3 clusters
  Score: Raw -692596.998386 + Penalty 2830.683394 = -689766.314992
  nChanged 95
		SP:Iteration 12Q (169595.630000 sec): 3 clusters
  Score: Raw -692652.760296 + Penalty 2830.683394 = -689822.076902
  nChanged 71
		SP:Iteration 13Q (169595.730000 sec): 3 clusters
  Score: Raw -692697.071757 + Penalty 2830.683394 = -689866.388363
  nChanged 71
		SP:Iteration 14Q (169595.840000 sec): 3 clusters
  Score: Raw -692737.005502 + Penalty 2830.683394 = -689906.322108
  nChanged 55
		SP:Iteration 15Q (169595.940000 sec): 3 clusters
  Score: Raw -692772.721051 + Penalty 2830.683394 = -689942.037657
  nChanged 55
		SP:Iteration 16Q (169596.040000 sec): 3 clusters
  Score: Raw -692801.782855 + Penalty 2830.683394 = -689971.099461
  nChanged 48
		SP:Iteration 17Q (169596.140000 sec): 3 clusters
  Score: Raw -692824.949844 + Penalty 2830.683394 = -689994.266450
  nChanged 42
		SP:Iteration 18Q (169596.240000 sec): 3 clusters
  Score: Raw -692843.860462 + Penalty 2830.683394 = -690013.177068
  nChanged 34
		SP:Iteration 19Q (169596.340000 sec): 3 clusters
  Score: Raw -692861.980165 + Penalty 2830.683394 = -690031.296772
  nChanged 31
		SP:Iteration 20F (169596.450000 sec): 3 clusters
  Score: Raw -692878.146778 + Penalty 2830.683394 = -690047.463385
  nChanged 23
		SP:Iteration 21Q (169596.550000 sec): 3 clusters
  Score: Raw -692888.661131 + Penalty 2830.683394 = -690057.977738
  nChanged 25
		SP:Iteration 22Q (169596.650000 sec): 3 clusters
  Score: Raw -692898.332514 + Penalty 2830.683394 = -690067.649120
  nChanged 21
		SP:Iteration 23Q (169596.750000 sec): 3 clusters
  Score: Raw -692906.767302 + Penalty 2830.683394 = -690076.083908
  nChanged 16
		SP:Iteration 24Q (169596.850000 sec): 3 clusters
  Score: Raw -692911.956325 + Penalty 2830.683394 = -690081.272932
  nChanged 7
		SP:Iteration 25Q (169596.950000 sec): 3 clusters
  Score: Raw -692914.377522 + Penalty 2830.683394 = -690083.694128
  nChanged 7
		SP:Iteration 26Q (169597.050000 sec): 3 clusters
  Score: Raw -692916.226450 + Penalty 2830.683394 = -690085.543056
  nChanged 7
		SP:Iteration 27Q (169597.150000 sec): 3 clusters
  Score: Raw -692918.036268 + Penalty 2830.683394 = -690087.352874
  nChanged 8
		SP:Iteration 28Q (169597.240000 sec): 3 clusters
  Score: Raw -692921.439919 + Penalty 2830.683394 = -690090.756525
  nChanged 5
		SP:Iteration 29Q (169597.340000 sec): 3 clusters
  Score: Raw -692923.622820 + Penalty 2830.683394 = -690092.939427
  nChanged 2
		SP:Iteration 30Q (169597.440000 sec): 3 clusters
  Score: Raw -692924.481046 + Penalty 2830.683394 = -690093.797653
  nChanged 1
		SP:Iteration 31Q (169597.540000 sec): 3 clusters
  Score: Raw -692924.694490 + Penalty 2830.683394 = -690094.011096
  nChanged 1
		SP:Iteration 32Q (169597.640000 sec): 3 clusters
  Score: Raw -692925.225296 + Penalty 2830.683394 = -690094.541902
  nChanged 1
		SP:Iteration 33Q (169597.740000 sec): 3 clusters
  Score: Raw -692926.195000 + Penalty 2830.683394 = -690095.511607
  nChanged 3
		SP:Iteration 34Q (169597.840000 sec): 3 clusters
  Score: Raw -692927.760751 + Penalty 2830.683394 = -690097.077357
  nChanged 3
		SP:Iteration 35Q (169597.940000 sec): 3 clusters
  Score: Raw -692928.871388 + Penalty 2830.683394 = -690098.187994
  nChanged 2
		SP:Iteration 36Q (169598.040000 sec): 3 clusters
  Score: Raw -692929.797955 + Penalty 2830.683394 = -690099.114561
  nChanged 2
		SP:Iteration 37Q (169598.140000 sec): 3 clusters
  Score: Raw -692930.650758 + Penalty 2830.683394 = -690099.967364
  nChanged 3
		SP:Iteration 38Q (169598.240000 sec): 3 clusters
  Score: Raw -692931.442804 + Penalty 2830.683394 = -690100.759410
  nChanged 2
		SP:Iteration 39Q (169598.340000 sec): 3 clusters
  Score: Raw -692932.073711 + Penalty 2830.683394 = -690101.390317
  nChanged 0
		SP:Iteration 40F (169598.450000 sec): 3 clusters
  Score: Raw -692932.073711 + Penalty 2830.683394 = -690101.390317
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 63 (4563 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169598.530000 sec): 2 clusters
  Score: Raw -481843.953387 + Penalty 1369.182032 = -480474.771355
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169598.620000 sec): 3 clusters
  Score: Raw -479603.041683 + Penalty 2738.364064 = -476864.677619
  nChanged 1844
		SP:Iteration 1F (169598.700000 sec): 3 clusters
  Score: Raw -481003.811551 + Penalty 2738.364064 = -478265.447487
  nChanged 476
		SP:Iteration 2F (169598.790000 sec): 3 clusters
  Score: Raw -481465.343333 + Penalty 2738.364064 = -478726.979269
  nChanged 354
		SP:Iteration 3F (169598.870000 sec): 3 clusters
  Score: Raw -481763.551978 + Penalty 2738.364064 = -479025.187914
  nChanged 244
		SP:Iteration 4F (169598.950000 sec): 3 clusters
  Score: Raw -481929.476247 + Penalty 2738.364064 = -479191.112183
  nChanged 186
		SP:Iteration 5Q (169599.030000 sec): 3 clusters
  Score: Raw -482022.880469 + Penalty 2738.364064 = -479284.516405
  nChanged 123
		SP:Iteration 6Q (169599.110000 sec): 3 clusters
  Score: Raw -482094.472013 + Penalty 2738.364064 = -479356.107949
  nChanged 117
		SP:Iteration 7Q (169599.190000 sec): 3 clusters
  Score: Raw -482160.772172 + Penalty 2738.364064 = -479422.408108
  nChanged 103
		SP:Iteration 8Q (169599.280000 sec): 3 clusters
  Score: Raw -482209.707457 + Penalty 2738.364064 = -479471.343394
  nChanged 87
		SP:Iteration 9Q (169599.360000 sec): 3 clusters
  Score: Raw -482248.160394 + Penalty 2738.364064 = -479509.796331
  nChanged 63
		SP:Iteration 10Q (169599.440000 sec): 3 clusters
  Score: Raw -482271.530447 + Penalty 2738.364064 = -479533.166384
  nChanged 43
		SP:Iteration 11Q (169599.520000 sec): 3 clusters
  Score: Raw -482289.507318 + Penalty 2738.364064 = -479551.143254
  nChanged 44
		SP:Iteration 12Q (169599.600000 sec): 3 clusters
  Score: Raw -482309.535626 + Penalty 2738.364064 = -479571.171563
  nChanged 55
		SP:Iteration 13Q (169599.680000 sec): 3 clusters
  Score: Raw -482331.514821 + Penalty 2738.364064 = -479593.150757
  nChanged 48
		SP:Iteration 14Q (169599.760000 sec): 3 clusters
  Score: Raw -482354.497480 + Penalty 2738.364064 = -479616.133416
  nChanged 48
		SP:Iteration 15Q (169599.840000 sec): 3 clusters
  Score: Raw -482375.275539 + Penalty 2738.364064 = -479636.911475
  nChanged 44
		SP:Iteration 16Q (169599.920000 sec): 3 clusters
  Score: Raw -482395.263053 + Penalty 2738.364064 = -479656.898989
  nChanged 48
		SP:Iteration 17Q (169600.000000 sec): 3 clusters
  Score: Raw -482409.827729 + Penalty 2738.364064 = -479671.463665
  nChanged 38
		SP:Iteration 18Q (169600.080000 sec): 3 clusters
  Score: Raw -482423.456817 + Penalty 2738.364064 = -479685.092753
  nChanged 43
		SP:Iteration 19Q (169600.160000 sec): 3 clusters
  Score: Raw -482442.052707 + Penalty 2738.364064 = -479703.688643
  nChanged 51
		SP:Iteration 20F (169600.240000 sec): 3 clusters
  Score: Raw -482460.855082 + Penalty 2738.364064 = -479722.491018
  nChanged 35
		SP:Iteration 21Q (169600.320000 sec): 3 clusters
  Score: Raw -482478.266833 + Penalty 2738.364064 = -479739.902770
  nChanged 39
		SP:Iteration 22Q (169600.400000 sec): 3 clusters
  Score: Raw -482497.549285 + Penalty 2738.364064 = -479759.185221
  nChanged 35
		SP:Iteration 23Q (169600.490000 sec): 3 clusters
  Score: Raw -482514.812599 + Penalty 2738.364064 = -479776.448536
  nChanged 38
		SP:Iteration 24Q (169600.570000 sec): 3 clusters
  Score: Raw -482528.139851 + Penalty 2738.364064 = -479789.775788
  nChanged 32
		SP:Iteration 25Q (169600.650000 sec): 3 clusters
  Score: Raw -482541.988488 + Penalty 2738.364064 = -479803.624424
  nChanged 32
		SP:Iteration 26Q (169600.730000 sec): 3 clusters
  Score: Raw -482554.484367 + Penalty 2738.364064 = -479816.120303
  nChanged 28
		SP:Iteration 27Q (169600.810000 sec): 3 clusters
  Score: Raw -482563.127946 + Penalty 2738.364064 = -479824.763882
  nChanged 21
		SP:Iteration 28Q (169600.890000 sec): 3 clusters
  Score: Raw -482570.818141 + Penalty 2738.364064 = -479832.454077
  nChanged 24
		SP:Iteration 29Q (169600.970000 sec): 3 clusters
  Score: Raw -482580.151315 + Penalty 2738.364064 = -479841.787251
  nChanged 21
		SP:Iteration 30Q (169601.050000 sec): 3 clusters
  Score: Raw -482586.256524 + Penalty 2738.364064 = -479847.892460
  nChanged 10
		SP:Iteration 31Q (169601.130000 sec): 3 clusters
  Score: Raw -482589.631745 + Penalty 2738.364064 = -479851.267681
  nChanged 13
		SP:Iteration 32Q (169601.210000 sec): 3 clusters
  Score: Raw -482593.602366 + Penalty 2738.364064 = -479855.238302
  nChanged 12
		SP:Iteration 33Q (169601.290000 sec): 3 clusters
  Score: Raw -482597.114940 + Penalty 2738.364064 = -479858.750877
  nChanged 12
		SP:Iteration 34Q (169601.370000 sec): 3 clusters
  Score: Raw -482600.257870 + Penalty 2738.364064 = -479861.893806
  nChanged 13
		SP:Iteration 35Q (169601.450000 sec): 3 clusters
  Score: Raw -482603.071420 + Penalty 2738.364064 = -479864.707357
  nChanged 7
		SP:Iteration 36Q (169601.530000 sec): 3 clusters
  Score: Raw -482605.779664 + Penalty 2738.364064 = -479867.415600
  nChanged 7
		SP:Iteration 37Q (169601.610000 sec): 3 clusters
  Score: Raw -482607.201674 + Penalty 2738.364064 = -479868.837610
  nChanged 5
		SP:Iteration 38Q (169601.690000 sec): 3 clusters
  Score: Raw -482608.643837 + Penalty 2738.364064 = -479870.279773
  nChanged 6
		SP:Iteration 39Q (169601.780000 sec): 3 clusters
  Score: Raw -482611.000802 + Penalty 2738.364064 = -479872.636738
  nChanged 4
		SP:Iteration 40F (169601.860000 sec): 3 clusters
  Score: Raw -482611.751874 + Penalty 2738.364064 = -479873.387810
  nChanged 4
		SP:Iteration 41Q (169601.940000 sec): 3 clusters
  Score: Raw -482612.968609 + Penalty 2738.364064 = -479874.604545
  nChanged 6
		SP:Iteration 42Q (169602.020000 sec): 3 clusters
  Score: Raw -482614.826030 + Penalty 2738.364064 = -479876.461966
  nChanged 7
		SP:Iteration 43Q (169602.100000 sec): 3 clusters
  Score: Raw -482616.867189 + Penalty 2738.364064 = -479878.503125
  nChanged 3
		SP:Iteration 44Q (169602.180000 sec): 3 clusters
  Score: Raw -482617.954511 + Penalty 2738.364064 = -479879.590447
  nChanged 6
		SP:Iteration 45Q (169602.260000 sec): 3 clusters
  Score: Raw -482619.887344 + Penalty 2738.364064 = -479881.523280
  nChanged 6
		SP:Iteration 46Q (169602.340000 sec): 3 clusters
  Score: Raw -482623.007406 + Penalty 2738.364064 = -479884.643342
  nChanged 9
		SP:Iteration 47Q (169602.420000 sec): 3 clusters
  Score: Raw -482625.463228 + Penalty 2738.364064 = -479887.099164
  nChanged 8
		SP:Iteration 48Q (169602.500000 sec): 3 clusters
  Score: Raw -482628.408504 + Penalty 2738.364064 = -479890.044440
  nChanged 10
		SP:Iteration 49Q (169602.580000 sec): 3 clusters
  Score: Raw -482631.351104 + Penalty 2738.364064 = -479892.987041
  nChanged 11
		SP:Iteration 50Q (169602.660000 sec): 3 clusters
  Score: Raw -482634.558350 + Penalty 2738.364064 = -479896.194286
  nChanged 12
		SP:Iteration 51Q (169602.740000 sec): 3 clusters
  Score: Raw -482639.452854 + Penalty 2738.364064 = -479901.088790
  nChanged 19
		SP:Iteration 52Q (169602.820000 sec): 3 clusters
  Score: Raw -482646.385088 + Penalty 2738.364064 = -479908.021024
  nChanged 10
		SP:Iteration 53Q (169602.900000 sec): 3 clusters
  Score: Raw -482650.351178 + Penalty 2738.364064 = -479911.987114
  nChanged 13
		SP:Iteration 54Q (169602.980000 sec): 3 clusters
  Score: Raw -482655.602032 + Penalty 2738.364064 = -479917.237968
  nChanged 12
		SP:Iteration 55Q (169603.060000 sec): 3 clusters
  Score: Raw -482659.533513 + Penalty 2738.364064 = -479921.169449
  nChanged 14
		SP:Iteration 56Q (169603.140000 sec): 3 clusters
  Score: Raw -482663.502774 + Penalty 2738.364064 = -479925.138710
  nChanged 12
		SP:Iteration 57Q (169603.220000 sec): 3 clusters
  Score: Raw -482666.611191 + Penalty 2738.364064 = -479928.247127
  nChanged 11
		SP:Iteration 58Q (169603.300000 sec): 3 clusters
  Score: Raw -482670.308849 + Penalty 2738.364064 = -479931.944785
  nChanged 12
		SP:Iteration 59Q (169603.380000 sec): 3 clusters
  Score: Raw -482675.184982 + Penalty 2738.364064 = -479936.820918
  nChanged 8
		SP:Iteration 60F (169603.470000 sec): 3 clusters
  Score: Raw -482677.908942 + Penalty 2738.364064 = -479939.544878
  nChanged 7
		SP:Iteration 61Q (169603.550000 sec): 3 clusters
  Score: Raw -482679.465676 + Penalty 2738.364064 = -479941.101612
  nChanged 3
		SP:Iteration 62Q (169603.630000 sec): 3 clusters
  Score: Raw -482680.221068 + Penalty 2738.364064 = -479941.857004
  nChanged 3
		SP:Iteration 63Q (169603.710000 sec): 3 clusters
  Score: Raw -482681.049352 + Penalty 2738.364064 = -479942.685288
  nChanged 5
		SP:Iteration 64Q (169603.790000 sec): 3 clusters
  Score: Raw -482682.563065 + Penalty 2738.364064 = -479944.199002
  nChanged 6
		SP:Iteration 65Q (169603.870000 sec): 3 clusters
  Score: Raw -482684.069536 + Penalty 2738.364064 = -479945.705472
  nChanged 3
		SP:Iteration 66Q (169603.950000 sec): 3 clusters
  Score: Raw -482685.199161 + Penalty 2738.364064 = -479946.835097
  nChanged 5
		SP:Iteration 67Q (169604.030000 sec): 3 clusters
  Score: Raw -482686.194234 + Penalty 2738.364064 = -479947.830170
  nChanged 2
		SP:Iteration 68Q (169604.110000 sec): 3 clusters
  Score: Raw -482686.533560 + Penalty 2738.364064 = -479948.169496
  nChanged 0
		SP:Iteration 69F (169604.190000 sec): 3 clusters
  Score: Raw -482686.533560 + Penalty 2738.364064 = -479948.169496
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 64 (8132 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169604.300000 sec): 2 clusters
  Score: Raw -954401.412204 + Penalty 1463.078853 = -952938.333351
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169604.440000 sec): 3 clusters
  Score: Raw -949908.663433 + Penalty 2926.157707 = -946982.505726
  nChanged 3488
		SP:Iteration 1F (169604.570000 sec): 3 clusters
  Score: Raw -951839.186460 + Penalty 2926.157707 = -948913.028754
  nChanged 567
		SP:Iteration 2F (169604.700000 sec): 3 clusters
  Score: Raw -952122.795629 + Penalty 2926.157707 = -949196.637922
  nChanged 483
		SP:Iteration 3F (169604.820000 sec): 3 clusters
  Score: Raw -952363.790661 + Penalty 2926.157707 = -949437.632954
  nChanged 438
		SP:Iteration 4F (169604.950000 sec): 3 clusters
  Score: Raw -952615.296442 + Penalty 2926.157707 = -949689.138735
  nChanged 414
		SP:Iteration 5F (169605.080000 sec): 3 clusters
  Score: Raw -952904.736087 + Penalty 2926.157707 = -949978.578380
  nChanged 479
		SP:Iteration 6F (169605.210000 sec): 3 clusters
  Score: Raw -953249.511306 + Penalty 2926.157707 = -950323.353599
  nChanged 461
		SP:Iteration 7F (169605.330000 sec): 3 clusters
  Score: Raw -953653.653619 + Penalty 2926.157707 = -950727.495912
  nChanged 469
		SP:Iteration 8F (169605.450000 sec): 3 clusters
  Score: Raw -954101.049439 + Penalty 2926.157707 = -951174.891732
  nChanged 426
		SP:Iteration 9F (169605.570000 sec): 3 clusters
  Score: Raw -954546.455821 + Penalty 2926.157707 = -951620.298114
  nChanged 378
		SP:Iteration 10Q (169605.680000 sec): 3 clusters
  Score: Raw -954933.659569 + Penalty 2926.157707 = -952007.501862
  nChanged 322
		SP:Iteration 11Q (169605.800000 sec): 3 clusters
  Score: Raw -955240.802398 + Penalty 2926.157707 = -952314.644691
  nChanged 233
		SP:Iteration 12Q (169605.920000 sec): 3 clusters
  Score: Raw -955458.150705 + Penalty 2926.157707 = -952531.992998
  nChanged 139
		SP:Iteration 13Q (169606.040000 sec): 3 clusters
  Score: Raw -955557.296308 + Penalty 2926.157707 = -952631.138601
  nChanged 114
		SP:Iteration 14Q (169606.150000 sec): 3 clusters
  Score: Raw -955624.835989 + Penalty 2926.157707 = -952698.678282
  nChanged 75
		SP:Iteration 15Q (169606.270000 sec): 3 clusters
  Score: Raw -955651.287751 + Penalty 2926.157707 = -952725.130044
  nChanged 40
		SP:Iteration 16Q (169606.390000 sec): 3 clusters
  Score: Raw -955660.790011 + Penalty 2926.157707 = -952734.632305
  nChanged 29
		SP:Iteration 17Q (169606.510000 sec): 3 clusters
  Score: Raw -955668.875057 + Penalty 2926.157707 = -952742.717351
  nChanged 26
		SP:Iteration 18Q (169606.630000 sec): 3 clusters
  Score: Raw -955675.073692 + Penalty 2926.157707 = -952748.915985
  nChanged 17
		SP:Iteration 19Q (169606.750000 sec): 3 clusters
  Score: Raw -955678.782577 + Penalty 2926.157707 = -952752.624870
  nChanged 16
		SP:Iteration 20F (169606.880000 sec): 3 clusters
  Score: Raw -955681.370556 + Penalty 2926.157707 = -952755.212849
  nChanged 11
		SP:Iteration 21Q (169606.990000 sec): 3 clusters
  Score: Raw -955683.005621 + Penalty 2926.157707 = -952756.847914
  nChanged 5
		SP:Iteration 22Q (169607.110000 sec): 3 clusters
  Score: Raw -955683.663758 + Penalty 2926.157707 = -952757.506051
  nChanged 2
		SP:Iteration 23Q (169607.230000 sec): 3 clusters
  Score: Raw -955683.802562 + Penalty 2926.157707 = -952757.644855
  nChanged 2
		SP:Iteration 24Q (169607.350000 sec): 3 clusters
  Score: Raw -955684.170944 + Penalty 2926.157707 = -952758.013237
  nChanged 3
		SP:Iteration 25Q (169607.480000 sec): 3 clusters
  Score: Raw -955684.524186 + Penalty 2926.157707 = -952758.366479
  nChanged 3
		SP:Iteration 26Q (169607.600000 sec): 3 clusters
  Score: Raw -955684.882677 + Penalty 2926.157707 = -952758.724970
  nChanged 4
		SP:Iteration 27Q (169607.720000 sec): 3 clusters
  Score: Raw -955685.189806 + Penalty 2926.157707 = -952759.032100
  nChanged 2
		SP:Iteration 28Q (169607.850000 sec): 3 clusters
  Score: Raw -955685.401267 + Penalty 2926.157707 = -952759.243560
  nChanged 1
		SP:Iteration 29Q (169607.970000 sec): 3 clusters
  Score: Raw -955685.481539 + Penalty 2926.157707 = -952759.323833
  nChanged 0
		SP:Iteration 30F (169608.090000 sec): 3 clusters
  Score: Raw -955685.481539 + Penalty 2926.157707 = -952759.323833
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 65 (23082 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169608.330000 sec): 2 clusters
  Score: Raw -2790875.884972 + Penalty 1632.606360 = -2789243.278612
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169608.620000 sec): 3 clusters
  Score: Raw -2776927.943822 + Penalty 3265.212721 = -2773662.731101
  nChanged 10517
		SP:Iteration 1F (169608.890000 sec): 3 clusters
  Score: Raw -2782879.527887 + Penalty 3265.212721 = -2779614.315166
  nChanged 1374
		SP:Iteration 2F (169609.150000 sec): 3 clusters
  Score: Raw -2783550.600271 + Penalty 3265.212721 = -2780285.387550
  nChanged 1345
		SP:Iteration 3F (169609.410000 sec): 3 clusters
  Score: Raw -2784252.161349 + Penalty 3265.212721 = -2780986.948628
  nChanged 1304
		SP:Iteration 4F (169609.670000 sec): 3 clusters
  Score: Raw -2784870.191801 + Penalty 3265.212721 = -2781604.979080
  nChanged 1189
		SP:Iteration 5F (169609.930000 sec): 3 clusters
  Score: Raw -2785406.543862 + Penalty 3265.212721 = -2782141.331141
  nChanged 1088
		SP:Iteration 6Q (169610.200000 sec): 3 clusters
  Score: Raw -2785869.469884 + Penalty 3265.212721 = -2782604.257163
  nChanged 924
		SP:Iteration 7Q (169610.460000 sec): 3 clusters
  Score: Raw -2786293.811692 + Penalty 3265.212721 = -2783028.598972
  nChanged 910
		SP:Iteration 8Q (169610.720000 sec): 3 clusters
  Score: Raw -2786695.806871 + Penalty 3265.212721 = -2783430.594150
  nChanged 845
		SP:Iteration 9Q (169610.990000 sec): 3 clusters
  Score: Raw -2787097.470261 + Penalty 3265.212721 = -2783832.257540
  nChanged 824
		SP:Iteration 10Q (169611.250000 sec): 3 clusters
  Score: Raw -2787526.254052 + Penalty 3265.212721 = -2784261.041331
  nChanged 832
		SP:Iteration 11Q (169611.500000 sec): 3 clusters
  Score: Raw -2788016.352511 + Penalty 3265.212721 = -2784751.139790
  nChanged 830
		SP:Iteration 12Q (169611.770000 sec): 3 clusters
  Score: Raw -2788512.634548 + Penalty 3265.212721 = -2785247.421828
  nChanged 744
		SP:Iteration 13Q (169612.010000 sec): 3 clusters
  Score: Raw -2788924.435024 + Penalty 3265.212721 = -2785659.222303
  nChanged 692
		SP:Iteration 14Q (169612.260000 sec): 3 clusters
  Score: Raw -2789283.232610 + Penalty 3265.212721 = -2786018.019889
  nChanged 635
		SP:Iteration 15Q (169612.520000 sec): 3 clusters
  Score: Raw -2789619.119146 + Penalty 3265.212721 = -2786353.906425
  nChanged 596
		SP:Iteration 16Q (169612.770000 sec): 3 clusters
  Score: Raw -2789959.644000 + Penalty 3265.212721 = -2786694.431279
  nChanged 519
		SP:Iteration 17Q (169613.020000 sec): 3 clusters
  Score: Raw -2790258.675226 + Penalty 3265.212721 = -2786993.462506
  nChanged 442
		SP:Iteration 18Q (169613.270000 sec): 3 clusters
  Score: Raw -2790511.899515 + Penalty 3265.212721 = -2787246.686794
  nChanged 396
		SP:Iteration 19Q (169613.510000 sec): 3 clusters
  Score: Raw -2790723.070438 + Penalty 3265.212721 = -2787457.857718
  nChanged 306
		SP:Iteration 20F (169613.810000 sec): 3 clusters
  Score: Raw -2790893.099421 + Penalty 3265.212721 = -2787627.886700
  nChanged 241
		SP:Iteration 21Q (169614.050000 sec): 3 clusters
  Score: Raw -2791025.937990 + Penalty 3265.212721 = -2787760.725269
  nChanged 189
		SP:Iteration 22Q (169614.290000 sec): 3 clusters
  Score: Raw -2791128.569888 + Penalty 3265.212721 = -2787863.357167
  nChanged 133
		SP:Iteration 23Q (169614.570000 sec): 3 clusters
  Score: Raw -2791194.373860 + Penalty 3265.212721 = -2787929.161139
  nChanged 101
		SP:Iteration 24Q (169614.830000 sec): 3 clusters
  Score: Raw -2791247.214438 + Penalty 3265.212721 = -2787982.001717
  nChanged 74
		SP:Iteration 25Q (169615.070000 sec): 3 clusters
  Score: Raw -2791290.757017 + Penalty 3265.212721 = -2788025.544296
  nChanged 52
		SP:Iteration 26Q (169615.340000 sec): 3 clusters
  Score: Raw -2791315.620094 + Penalty 3265.212721 = -2788050.407373
  nChanged 40
		SP:Iteration 27Q (169615.610000 sec): 3 clusters
  Score: Raw -2791334.043744 + Penalty 3265.212721 = -2788068.831023
  nChanged 29
		SP:Iteration 28Q (169615.850000 sec): 3 clusters
  Score: Raw -2791344.933197 + Penalty 3265.212721 = -2788079.720476
  nChanged 23
		SP:Iteration 29Q (169616.130000 sec): 3 clusters
  Score: Raw -2791357.323102 + Penalty 3265.212721 = -2788092.110381
  nChanged 21
		SP:Iteration 30Q (169616.370000 sec): 3 clusters
  Score: Raw -2791365.203312 + Penalty 3265.212721 = -2788099.990592
  nChanged 14
		SP:Iteration 31Q (169616.640000 sec): 3 clusters
  Score: Raw -2791369.559782 + Penalty 3265.212721 = -2788104.347061
  nChanged 16
		SP:Iteration 32Q (169616.910000 sec): 3 clusters
  Score: Raw -2791375.108783 + Penalty 3265.212721 = -2788109.896062
  nChanged 12
		SP:Iteration 33Q (169617.150000 sec): 3 clusters
  Score: Raw -2791379.666352 + Penalty 3265.212721 = -2788114.453632
  nChanged 10
		SP:Iteration 34Q (169617.420000 sec): 3 clusters
  Score: Raw -2791383.957091 + Penalty 3265.212721 = -2788118.744370
  nChanged 8
		SP:Iteration 35Q (169617.690000 sec): 3 clusters
  Score: Raw -2791386.830646 + Penalty 3265.212721 = -2788121.617925
  nChanged 7
		SP:Iteration 36Q (169617.930000 sec): 3 clusters
  Score: Raw -2791389.357786 + Penalty 3265.212721 = -2788124.145065
  nChanged 7
		SP:Iteration 37Q (169618.200000 sec): 3 clusters
  Score: Raw -2791392.089988 + Penalty 3265.212721 = -2788126.877267
  nChanged 7
		SP:Iteration 38Q (169618.440000 sec): 3 clusters
  Score: Raw -2791394.648508 + Penalty 3265.212721 = -2788129.435787
  nChanged 5
		SP:Iteration 39Q (169618.710000 sec): 3 clusters
  Score: Raw -2791396.428780 + Penalty 3265.212721 = -2788131.216059
  nChanged 3
		SP:Iteration 40F (169619.000000 sec): 3 clusters
  Score: Raw -2791396.845028 + Penalty 3265.212721 = -2788131.632307
  nChanged 2
		SP:Iteration 41Q (169619.240000 sec): 3 clusters
  Score: Raw -2791397.936577 + Penalty 3265.212721 = -2788132.723857
  nChanged 1
		SP:Iteration 42Q (169619.490000 sec): 3 clusters
  Score: Raw -2791398.299183 + Penalty 3265.212721 = -2788133.086462
  nChanged 2
		SP:Iteration 43Q (169619.760000 sec): 3 clusters
  Score: Raw -2791399.028105 + Penalty 3265.212721 = -2788133.815384
  nChanged 2
		SP:Iteration 44Q (169620.000000 sec): 3 clusters
  Score: Raw -2791399.321328 + Penalty 3265.212721 = -2788134.108607
  nChanged 1
		SP:Iteration 45Q (169620.270000 sec): 3 clusters
  Score: Raw -2791399.599098 + Penalty 3265.212721 = -2788134.386377
  nChanged 0
		SP:Iteration 46F (169620.560000 sec): 3 clusters
  Score: Raw -2791399.599098 + Penalty 3265.212721 = -2788134.386377
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 66 (1518 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169620.620000 sec): 2 clusters
  Score: Raw -171619.285304 + Penalty 1190.336706 = -170428.948599
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169620.650000 sec): 3 clusters
  Score: Raw -171036.456925 + Penalty 2380.673411 = -168655.783514
  nChanged 508
		SP:Iteration 1F (169620.680000 sec): 3 clusters
  Score: Raw -171418.161375 + Penalty 2380.673411 = -169037.487964
  nChanged 136
		SP:Iteration 2F (169620.710000 sec): 3 clusters
  Score: Raw -171544.677624 + Penalty 2380.673411 = -169164.004213
  nChanged 77
		SP:Iteration 3F (169620.740000 sec): 3 clusters
  Score: Raw -171640.439930 + Penalty 2380.673411 = -169259.766519
  nChanged 65
		SP:Iteration 4Q (169620.770000 sec): 3 clusters
  Score: Raw -171698.061243 + Penalty 2380.673411 = -169317.387832
  nChanged 46
		SP:Iteration 5Q (169620.800000 sec): 3 clusters
  Score: Raw -171740.528082 + Penalty 2380.673411 = -169359.854670
  nChanged 30
		SP:Iteration 6Q (169620.830000 sec): 3 clusters
  Score: Raw -171770.224459 + Penalty 2380.673411 = -169389.551048
  nChanged 25
		SP:Iteration 7Q (169620.860000 sec): 3 clusters
  Score: Raw -171789.141021 + Penalty 2380.673411 = -169408.467610
  nChanged 23
		SP:Iteration 8Q (169620.890000 sec): 3 clusters
  Score: Raw -171807.098128 + Penalty 2380.673411 = -169426.424717
  nChanged 17
		SP:Iteration 9Q (169620.920000 sec): 3 clusters
  Score: Raw -171826.078018 + Penalty 2380.673411 = -169445.404607
  nChanged 16
		SP:Iteration 10Q (169620.950000 sec): 3 clusters
  Score: Raw -171838.415971 + Penalty 2380.673411 = -169457.742559
  nChanged 12
		SP:Iteration 11Q (169620.970000 sec): 3 clusters
  Score: Raw -171845.567528 + Penalty 2380.673411 = -169464.894117
  nChanged 12
		SP:Iteration 12Q (169621.000000 sec): 3 clusters
  Score: Raw -171852.562336 + Penalty 2380.673411 = -169471.888925
  nChanged 6
		SP:Iteration 13Q (169621.030000 sec): 3 clusters
  Score: Raw -171855.971911 + Penalty 2380.673411 = -169475.298499
  nChanged 0
		SP:Iteration 14F (169621.060000 sec): 3 clusters
  Score: Raw -171855.971911 + Penalty 2380.673411 = -169475.298499
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 67 (362 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169621.110000 sec): 2 clusters
  Score: Raw -42330.571038 + Penalty 957.392184 = -41373.178854
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169621.120000 sec): 3 clusters
  Score: Raw -42446.943249 + Penalty 1914.784369 = -40532.158880
  nChanged 102
		SP:Iteration 1F (169621.130000 sec): 3 clusters
  Score: Raw -42654.089057 + Penalty 1914.784369 = -40739.304688
  nChanged 37
		SP:Iteration 2F (169621.140000 sec): 3 clusters
  Score: Raw -42780.146262 + Penalty 1914.784369 = -40865.361893
  nChanged 20
		SP:Iteration 3F (169621.140000 sec): 3 clusters
  Score: Raw -42836.753448 + Penalty 1914.784369 = -40921.969080
  nChanged 8
		SP:Iteration 4Q (169621.150000 sec): 3 clusters
  Score: Raw -42855.962046 + Penalty 1914.784369 = -40941.177678
  nChanged 4
		SP:Iteration 5Q (169621.160000 sec): 3 clusters
  Score: Raw -42860.838579 + Penalty 1914.784369 = -40946.054211
  nChanged 1
		SP:Iteration 6Q (169621.170000 sec): 3 clusters
  Score: Raw -42861.788884 + Penalty 1914.784369 = -40947.004516
  nChanged 1
		SP:Iteration 7Q (169621.180000 sec): 3 clusters
  Score: Raw -42868.496367 + Penalty 1914.784369 = -40953.711998
  nChanged 1
		SP:Iteration 8Q (169621.180000 sec): 3 clusters
  Score: Raw -42871.622024 + Penalty 1914.784369 = -40956.837655
  nChanged 0
		SP:Iteration 9F (169621.190000 sec): 3 clusters
  Score: Raw -42871.622024 + Penalty 1914.784369 = -40956.837655
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 68 (1770 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169621.260000 sec): 2 clusters
  Score: Raw -202609.654163 + Penalty 1215.294409 = -201394.359754
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169621.290000 sec): 3 clusters
  Score: Raw -201857.302484 + Penalty 2430.588818 = -199426.713666
  nChanged 625
		SP:Iteration 1F (169621.330000 sec): 3 clusters
  Score: Raw -202336.037294 + Penalty 2430.588818 = -199905.448476
  nChanged 172
		SP:Iteration 2F (169621.360000 sec): 3 clusters
  Score: Raw -202489.549686 + Penalty 2430.588818 = -200058.960868
  nChanged 93
		SP:Iteration 3F (169621.400000 sec): 3 clusters
  Score: Raw -202560.349725 + Penalty 2430.588818 = -200129.760906
  nChanged 55
		SP:Iteration 4Q (169621.430000 sec): 3 clusters
  Score: Raw -202598.512953 + Penalty 2430.588818 = -200167.924135
  nChanged 42
		SP:Iteration 5Q (169621.460000 sec): 3 clusters
  Score: Raw -202622.072727 + Penalty 2430.588818 = -200191.483909
  nChanged 32
		SP:Iteration 6Q (169621.500000 sec): 3 clusters
  Score: Raw -202645.059777 + Penalty 2430.588818 = -200214.470958
  nChanged 30
		SP:Iteration 7Q (169621.540000 sec): 3 clusters
  Score: Raw -202668.511637 + Penalty 2430.588818 = -200237.922819
  nChanged 25
		SP:Iteration 8Q (169621.570000 sec): 3 clusters
  Score: Raw -202684.634056 + Penalty 2430.588818 = -200254.045238
  nChanged 26
		SP:Iteration 9Q (169621.600000 sec): 3 clusters
  Score: Raw -202700.908210 + Penalty 2430.588818 = -200270.319391
  nChanged 22
		SP:Iteration 10Q (169621.640000 sec): 3 clusters
  Score: Raw -202715.404985 + Penalty 2430.588818 = -200284.816167
  nChanged 17
		SP:Iteration 11Q (169621.670000 sec): 3 clusters
  Score: Raw -202722.930930 + Penalty 2430.588818 = -200292.342112
  nChanged 8
		SP:Iteration 12Q (169621.700000 sec): 3 clusters
  Score: Raw -202728.251743 + Penalty 2430.588818 = -200297.662925
  nChanged 10
		SP:Iteration 13Q (169621.740000 sec): 3 clusters
  Score: Raw -202736.344161 + Penalty 2430.588818 = -200305.755343
  nChanged 11
		SP:Iteration 14Q (169621.770000 sec): 3 clusters
  Score: Raw -202740.871586 + Penalty 2430.588818 = -200310.282767
  nChanged 8
		SP:Iteration 15Q (169621.800000 sec): 3 clusters
  Score: Raw -202744.499280 + Penalty 2430.588818 = -200313.910461
  nChanged 4
		SP:Iteration 16Q (169621.840000 sec): 3 clusters
  Score: Raw -202746.590607 + Penalty 2430.588818 = -200316.001789
  nChanged 4
		SP:Iteration 17Q (169621.870000 sec): 3 clusters
  Score: Raw -202748.420747 + Penalty 2430.588818 = -200317.831928
  nChanged 4
		SP:Iteration 18Q (169621.900000 sec): 3 clusters
  Score: Raw -202749.873392 + Penalty 2430.588818 = -200319.284574
  nChanged 3
		SP:Iteration 19Q (169621.940000 sec): 3 clusters
  Score: Raw -202750.824517 + Penalty 2430.588818 = -200320.235699
  nChanged 4
		SP:Iteration 20F (169621.970000 sec): 3 clusters
  Score: Raw -202752.874656 + Penalty 2430.588818 = -200322.285838
  nChanged 5
		SP:Iteration 21Q (169622.010000 sec): 3 clusters
  Score: Raw -202755.329549 + Penalty 2430.588818 = -200324.740731
  nChanged 2
		SP:Iteration 22Q (169622.040000 sec): 3 clusters
  Score: Raw -202755.972846 + Penalty 2430.588818 = -200325.384028
  nChanged 0
		SP:Iteration 23F (169622.080000 sec): 3 clusters
  Score: Raw -202755.972846 + Penalty 2430.588818 = -200325.384028
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 69 (13093 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169622.230000 sec): 2 clusters
  Score: Raw -1528560.523771 + Penalty 1540.472865 = -1527020.050906
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169622.410000 sec): 3 clusters
  Score: Raw -1521039.503574 + Penalty 3080.945730 = -1517958.557844
  nChanged 5749
		SP:Iteration 1F (169622.590000 sec): 3 clusters
  Score: Raw -1524772.354276 + Penalty 3080.945730 = -1521691.408546
  nChanged 1153
		SP:Iteration 2F (169622.780000 sec): 3 clusters
  Score: Raw -1525691.350362 + Penalty 3080.945730 = -1522610.404632
  nChanged 1114
		SP:Iteration 3F (169622.990000 sec): 3 clusters
  Score: Raw -1526585.711439 + Penalty 3080.945730 = -1523504.765709
  nChanged 944
		SP:Iteration 4F (169623.180000 sec): 3 clusters
  Score: Raw -1527202.208041 + Penalty 3080.945730 = -1524121.262311
  nChanged 716
		SP:Iteration 5F (169623.360000 sec): 3 clusters
  Score: Raw -1527572.632736 + Penalty 3080.945730 = -1524491.687006
  nChanged 480
		SP:Iteration 6Q (169623.530000 sec): 3 clusters
  Score: Raw -1527770.539369 + Penalty 3080.945730 = -1524689.593639
  nChanged 339
		SP:Iteration 7Q (169623.730000 sec): 3 clusters
  Score: Raw -1527877.496217 + Penalty 3080.945730 = -1524796.550487
  nChanged 266
		SP:Iteration 8Q (169623.900000 sec): 3 clusters
  Score: Raw -1527949.280675 + Penalty 3080.945730 = -1524868.334945
  nChanged 182
		SP:Iteration 9Q (169624.080000 sec): 3 clusters
  Score: Raw -1527990.325706 + Penalty 3080.945730 = -1524909.379976
  nChanged 139
		SP:Iteration 10Q (169624.270000 sec): 3 clusters
  Score: Raw -1528018.300976 + Penalty 3080.945730 = -1524937.355246
  nChanged 103
		SP:Iteration 11Q (169624.450000 sec): 3 clusters
  Score: Raw -1528038.483442 + Penalty 3080.945730 = -1524957.537712
  nChanged 84
		SP:Iteration 12Q (169624.620000 sec): 3 clusters
  Score: Raw -1528052.285264 + Penalty 3080.945730 = -1524971.339534
  nChanged 62
		SP:Iteration 13Q (169624.820000 sec): 3 clusters
  Score: Raw -1528062.933961 + Penalty 3080.945730 = -1524981.988231
  nChanged 58
		SP:Iteration 14Q (169624.990000 sec): 3 clusters
  Score: Raw -1528071.483947 + Penalty 3080.945730 = -1524990.538217
  nChanged 56
		SP:Iteration 15Q (169625.170000 sec): 3 clusters
  Score: Raw -1528078.699599 + Penalty 3080.945730 = -1524997.753869
  nChanged 44
		SP:Iteration 16Q (169625.360000 sec): 3 clusters
  Score: Raw -1528084.612596 + Penalty 3080.945730 = -1525003.666866
  nChanged 39
		SP:Iteration 17Q (169625.540000 sec): 3 clusters
  Score: Raw -1528090.592041 + Penalty 3080.945730 = -1525009.646311
  nChanged 41
		SP:Iteration 18Q (169625.710000 sec): 3 clusters
  Score: Raw -1528096.988792 + Penalty 3080.945730 = -1525016.043062
  nChanged 33
		SP:Iteration 19Q (169625.900000 sec): 3 clusters
  Score: Raw -1528102.633083 + Penalty 3080.945730 = -1525021.687353
  nChanged 39
		SP:Iteration 20F (169626.070000 sec): 3 clusters
  Score: Raw -1528110.180127 + Penalty 3080.945730 = -1525029.234397
  nChanged 48
		SP:Iteration 21Q (169626.250000 sec): 3 clusters
  Score: Raw -1528119.332817 + Penalty 3080.945730 = -1525038.387087
  nChanged 44
		SP:Iteration 22Q (169626.470000 sec): 3 clusters
  Score: Raw -1528130.908217 + Penalty 3080.945730 = -1525049.962487
  nChanged 46
		SP:Iteration 23Q (169626.660000 sec): 3 clusters
  Score: Raw -1528141.584444 + Penalty 3080.945730 = -1525060.638715
  nChanged 59
		SP:Iteration 24Q (169626.830000 sec): 3 clusters
  Score: Raw -1528158.514688 + Penalty 3080.945730 = -1525077.568958
  nChanged 72
		SP:Iteration 25Q (169627.010000 sec): 3 clusters
  Score: Raw -1528178.963574 + Penalty 3080.945730 = -1525098.017844
  nChanged 76
		SP:Iteration 26Q (169627.230000 sec): 3 clusters
  Score: Raw -1528204.023681 + Penalty 3080.945730 = -1525123.077951
  nChanged 99
		SP:Iteration 27Q (169627.420000 sec): 3 clusters
  Score: Raw -1528239.194897 + Penalty 3080.945730 = -1525158.249167
  nChanged 101
		SP:Iteration 28Q (169627.600000 sec): 3 clusters
  Score: Raw -1528277.847693 + Penalty 3080.945730 = -1525196.901963
  nChanged 131
		SP:Iteration 29Q (169627.790000 sec): 3 clusters
  Score: Raw -1528339.390934 + Penalty 3080.945730 = -1525258.445204
  nChanged 151
		SP:Iteration 30Q (169627.960000 sec): 3 clusters
  Score: Raw -1528410.834980 + Penalty 3080.945730 = -1525329.889250
  nChanged 153
		SP:Iteration 31Q (169628.140000 sec): 3 clusters
  Score: Raw -1528493.410470 + Penalty 3080.945730 = -1525412.464740
  nChanged 174
		SP:Iteration 32Q (169628.310000 sec): 3 clusters
  Score: Raw -1528599.110739 + Penalty 3080.945730 = -1525518.165009
  nChanged 169
		SP:Iteration 33Q (169628.510000 sec): 3 clusters
  Score: Raw -1528719.640850 + Penalty 3080.945730 = -1525638.695120
  nChanged 194
		SP:Iteration 34Q (169628.680000 sec): 3 clusters
  Score: Raw -1528833.537065 + Penalty 3080.945730 = -1525752.591335
  nChanged 171
		SP:Iteration 35Q (169628.850000 sec): 3 clusters
  Score: Raw -1528933.447535 + Penalty 3080.945730 = -1525852.501805
  nChanged 162
		SP:Iteration 36Q (169629.040000 sec): 3 clusters
  Score: Raw -1529041.065098 + Penalty 3080.945730 = -1525960.119368
  nChanged 136
		SP:Iteration 37Q (169629.210000 sec): 3 clusters
  Score: Raw -1529129.647689 + Penalty 3080.945730 = -1526048.701959
  nChanged 123
		SP:Iteration 38Q (169629.370000 sec): 3 clusters
  Score: Raw -1529196.490660 + Penalty 3080.945730 = -1526115.544930
  nChanged 93
		SP:Iteration 39Q (169629.580000 sec): 3 clusters
  Score: Raw -1529240.480420 + Penalty 3080.945730 = -1526159.534690
  nChanged 79
		SP:Iteration 40F (169629.760000 sec): 3 clusters
  Score: Raw -1529270.656365 + Penalty 3080.945730 = -1526189.710635
  nChanged 81
		SP:Iteration 41Q (169629.940000 sec): 3 clusters
  Score: Raw -1529298.841980 + Penalty 3080.945730 = -1526217.896250
  nChanged 60
		SP:Iteration 42Q (169630.100000 sec): 3 clusters
  Score: Raw -1529319.890043 + Penalty 3080.945730 = -1526238.944313
  nChanged 60
		SP:Iteration 43Q (169630.260000 sec): 3 clusters
  Score: Raw -1529342.228006 + Penalty 3080.945730 = -1526261.282276
  nChanged 55
		SP:Iteration 44Q (169630.450000 sec): 3 clusters
  Score: Raw -1529358.193735 + Penalty 3080.945730 = -1526277.248005
  nChanged 38
		SP:Iteration 45Q (169630.620000 sec): 3 clusters
  Score: Raw -1529369.434188 + Penalty 3080.945730 = -1526288.488459
  nChanged 37
		SP:Iteration 46Q (169630.790000 sec): 3 clusters
  Score: Raw -1529379.069823 + Penalty 3080.945730 = -1526298.124093
  nChanged 25
		SP:Iteration 47Q (169630.980000 sec): 3 clusters
  Score: Raw -1529385.470974 + Penalty 3080.945730 = -1526304.525244
  nChanged 16
		SP:Iteration 48Q (169631.150000 sec): 3 clusters
  Score: Raw -1529389.368016 + Penalty 3080.945730 = -1526308.422286
  nChanged 18
		SP:Iteration 49Q (169631.320000 sec): 3 clusters
  Score: Raw -1529393.806362 + Penalty 3080.945730 = -1526312.860632
  nChanged 20
		SP:Iteration 50Q (169631.510000 sec): 3 clusters
  Score: Raw -1529400.066886 + Penalty 3080.945730 = -1526319.121157
  nChanged 14
		SP:Iteration 51Q (169631.670000 sec): 3 clusters
  Score: Raw -1529403.737784 + Penalty 3080.945730 = -1526322.792054
  nChanged 16
		SP:Iteration 52Q (169631.830000 sec): 3 clusters
  Score: Raw -1529409.560739 + Penalty 3080.945730 = -1526328.615009
  nChanged 24
		SP:Iteration 53Q (169632.050000 sec): 3 clusters
  Score: Raw -1529417.573684 + Penalty 3080.945730 = -1526336.627954
  nChanged 21
		SP:Iteration 54Q (169632.210000 sec): 3 clusters
  Score: Raw -1529423.503539 + Penalty 3080.945730 = -1526342.557809
  nChanged 21
		SP:Iteration 55Q (169632.380000 sec): 3 clusters
  Score: Raw -1529430.995093 + Penalty 3080.945730 = -1526350.049363
  nChanged 15
		SP:Iteration 56Q (169632.590000 sec): 3 clusters
  Score: Raw -1529434.663210 + Penalty 3080.945730 = -1526353.717480
  nChanged 9
		SP:Iteration 57Q (169632.750000 sec): 3 clusters
  Score: Raw -1529436.657095 + Penalty 3080.945730 = -1526355.711365
  nChanged 8
		SP:Iteration 58Q (169632.920000 sec): 3 clusters
  Score: Raw -1529438.764105 + Penalty 3080.945730 = -1526357.818375
  nChanged 6
		SP:Iteration 59Q (169633.110000 sec): 3 clusters
  Score: Raw -1529440.111160 + Penalty 3080.945730 = -1526359.165430
  nChanged 5
		SP:Iteration 60F (169633.290000 sec): 3 clusters
  Score: Raw -1529440.972406 + Penalty 3080.945730 = -1526360.026676
  nChanged 7
		SP:Iteration 61Q (169633.470000 sec): 3 clusters
  Score: Raw -1529441.625498 + Penalty 3080.945730 = -1526360.679768
  nChanged 7
		SP:Iteration 62Q (169633.660000 sec): 3 clusters
  Score: Raw -1529443.012544 + Penalty 3080.945730 = -1526362.066814
  nChanged 6
		SP:Iteration 63Q (169633.820000 sec): 3 clusters
  Score: Raw -1529444.485491 + Penalty 3080.945730 = -1526363.539761
  nChanged 7
		SP:Iteration 64Q (169634.010000 sec): 3 clusters
  Score: Raw -1529445.445008 + Penalty 3080.945730 = -1526364.499278
  nChanged 6
		SP:Iteration 65Q (169634.190000 sec): 3 clusters
  Score: Raw -1529446.190718 + Penalty 3080.945730 = -1526365.244988
  nChanged 3
		SP:Iteration 66Q (169634.360000 sec): 3 clusters
  Score: Raw -1529446.475522 + Penalty 3080.945730 = -1526365.529792
  nChanged 2
		SP:Iteration 67Q (169634.530000 sec): 3 clusters
  Score: Raw -1529446.711809 + Penalty 3080.945730 = -1526365.766080
  nChanged 0
		SP:Iteration 68F (169634.740000 sec): 3 clusters
  Score: Raw -1529446.711809 + Penalty 3080.945730 = -1526365.766080
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 70 (1440 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169634.810000 sec): 2 clusters
  Score: Raw -148282.431203 + Penalty 1181.764739 = -147100.666464
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169634.840000 sec): 3 clusters
  Score: Raw -147783.532413 + Penalty 2363.529478 = -145420.002936
  nChanged 471
		SP:Iteration 1F (169634.870000 sec): 3 clusters
  Score: Raw -148282.269897 + Penalty 2363.529478 = -145918.740419
  nChanged 152
		SP:Iteration 2F (169634.900000 sec): 3 clusters
  Score: Raw -148467.666911 + Penalty 2363.529478 = -146104.137434
  nChanged 86
		SP:Iteration 3F (169634.930000 sec): 3 clusters
  Score: Raw -148565.663669 + Penalty 2363.529478 = -146202.134192
  nChanged 60
		SP:Iteration 4Q (169634.960000 sec): 3 clusters
  Score: Raw -148659.098794 + Penalty 2363.529478 = -146295.569316
  nChanged 58
		SP:Iteration 5Q (169634.990000 sec): 3 clusters
  Score: Raw -148738.353227 + Penalty 2363.529478 = -146374.823749
  nChanged 43
		SP:Iteration 6Q (169635.010000 sec): 3 clusters
  Score: Raw -148792.239671 + Penalty 2363.529478 = -146428.710194
  nChanged 28
		SP:Iteration 7Q (169635.040000 sec): 3 clusters
  Score: Raw -148830.211411 + Penalty 2363.529478 = -146466.681933
  nChanged 25
		SP:Iteration 8Q (169635.070000 sec): 3 clusters
  Score: Raw -148862.739625 + Penalty 2363.529478 = -146499.210147
  nChanged 24
		SP:Iteration 9Q (169635.090000 sec): 3 clusters
  Score: Raw -148886.185541 + Penalty 2363.529478 = -146522.656064
  nChanged 17
		SP:Iteration 10Q (169635.120000 sec): 3 clusters
  Score: Raw -148913.039767 + Penalty 2363.529478 = -146549.510290
  nChanged 25
		SP:Iteration 11Q (169635.150000 sec): 3 clusters
  Score: Raw -148953.819121 + Penalty 2363.529478 = -146590.289644
  nChanged 30
		SP:Iteration 12Q (169635.170000 sec): 3 clusters
  Score: Raw -149001.670408 + Penalty 2363.529478 = -146638.140930
  nChanged 27
		SP:Iteration 13Q (169635.200000 sec): 3 clusters
  Score: Raw -149044.180189 + Penalty 2363.529478 = -146680.650711
  nChanged 32
		SP:Iteration 14Q (169635.220000 sec): 3 clusters
  Score: Raw -149104.461962 + Penalty 2363.529478 = -146740.932485
  nChanged 33
		SP:Iteration 15Q (169635.250000 sec): 3 clusters
  Score: Raw -149148.136088 + Penalty 2363.529478 = -146784.606610
  nChanged 23
		SP:Iteration 16Q (169635.270000 sec): 3 clusters
  Score: Raw -149173.968601 + Penalty 2363.529478 = -146810.439124
  nChanged 13
		SP:Iteration 17Q (169635.300000 sec): 3 clusters
  Score: Raw -149187.185525 + Penalty 2363.529478 = -146823.656048
  nChanged 14
		SP:Iteration 18Q (169635.330000 sec): 3 clusters
  Score: Raw -149201.505178 + Penalty 2363.529478 = -146837.975701
  nChanged 15
		SP:Iteration 19Q (169635.350000 sec): 3 clusters
  Score: Raw -149221.463573 + Penalty 2363.529478 = -146857.934096
  nChanged 11
		SP:Iteration 20F (169635.380000 sec): 3 clusters
  Score: Raw -149233.397701 + Penalty 2363.529478 = -146869.868223
  nChanged 10
		SP:Iteration 21Q (169635.410000 sec): 3 clusters
  Score: Raw -149251.312941 + Penalty 2363.529478 = -146887.783464
  nChanged 13
		SP:Iteration 22Q (169635.430000 sec): 3 clusters
  Score: Raw -149268.603328 + Penalty 2363.529478 = -146905.073850
  nChanged 6
		SP:Iteration 23Q (169635.460000 sec): 3 clusters
  Score: Raw -149272.847589 + Penalty 2363.529478 = -146909.318111
  nChanged 5
		SP:Iteration 24Q (169635.490000 sec): 3 clusters
  Score: Raw -149278.046399 + Penalty 2363.529478 = -146914.516922
  nChanged 7
		SP:Iteration 25Q (169635.510000 sec): 3 clusters
  Score: Raw -149281.691628 + Penalty 2363.529478 = -146918.162151
  nChanged 7
		SP:Iteration 26Q (169635.540000 sec): 3 clusters
  Score: Raw -149285.734573 + Penalty 2363.529478 = -146922.205095
  nChanged 6
		SP:Iteration 27Q (169635.560000 sec): 3 clusters
  Score: Raw -149298.606634 + Penalty 2363.529478 = -146935.077157
  nChanged 9
		SP:Iteration 28Q (169635.590000 sec): 3 clusters
  Score: Raw -149305.055336 + Penalty 2363.529478 = -146941.525858
  nChanged 8
		SP:Iteration 29Q (169635.620000 sec): 3 clusters
  Score: Raw -149309.490363 + Penalty 2363.529478 = -146945.960885
  nChanged 3
		SP:Iteration 30Q (169635.640000 sec): 3 clusters
  Score: Raw -149310.629596 + Penalty 2363.529478 = -146947.100119
  nChanged 1
		SP:Iteration 31Q (169635.670000 sec): 3 clusters
  Score: Raw -149310.814781 + Penalty 2363.529478 = -146947.285303
  nChanged 0
		SP:Iteration 32F (169635.700000 sec): 3 clusters
  Score: Raw -149310.814781 + Penalty 2363.529478 = -146947.285303
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 71 (3147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169635.760000 sec): 2 clusters
  Score: Raw -353912.761478 + Penalty 1308.808296 = -352603.953182
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169635.830000 sec): 3 clusters
  Score: Raw -352426.525517 + Penalty 2617.616592 = -349808.908925
  nChanged 1236
		SP:Iteration 1F (169635.880000 sec): 3 clusters
  Score: Raw -353286.472768 + Penalty 2617.616592 = -350668.856176
  nChanged 321
		SP:Iteration 2F (169635.940000 sec): 3 clusters
  Score: Raw -353718.903555 + Penalty 2617.616592 = -351101.286963
  nChanged 289
		SP:Iteration 3F (169636.000000 sec): 3 clusters
  Score: Raw -354146.676399 + Penalty 2617.616592 = -351529.059807
  nChanged 257
		SP:Iteration 4F (169636.060000 sec): 3 clusters
  Score: Raw -354434.320311 + Penalty 2617.616592 = -351816.703719
  nChanged 182
		SP:Iteration 5F (169636.120000 sec): 3 clusters
  Score: Raw -354621.649326 + Penalty 2617.616592 = -352004.032735
  nChanged 123
		SP:Iteration 6Q (169636.170000 sec): 3 clusters
  Score: Raw -354725.775756 + Penalty 2617.616592 = -352108.159164
  nChanged 102
		SP:Iteration 7Q (169636.230000 sec): 3 clusters
  Score: Raw -354783.170882 + Penalty 2617.616592 = -352165.554290
  nChanged 67
		SP:Iteration 8Q (169636.280000 sec): 3 clusters
  Score: Raw -354814.947767 + Penalty 2617.616592 = -352197.331176
  nChanged 31
		SP:Iteration 9Q (169636.340000 sec): 3 clusters
  Score: Raw -354828.161690 + Penalty 2617.616592 = -352210.545099
  nChanged 21
		SP:Iteration 10Q (169636.400000 sec): 3 clusters
  Score: Raw -354837.448005 + Penalty 2617.616592 = -352219.831413
  nChanged 22
		SP:Iteration 11Q (169636.450000 sec): 3 clusters
  Score: Raw -354849.126231 + Penalty 2617.616592 = -352231.509640
  nChanged 16
		SP:Iteration 12Q (169636.510000 sec): 3 clusters
  Score: Raw -354854.728654 + Penalty 2617.616592 = -352237.112062
  nChanged 14
		SP:Iteration 13Q (169636.560000 sec): 3 clusters
  Score: Raw -354859.242926 + Penalty 2617.616592 = -352241.626335
  nChanged 12
		SP:Iteration 14Q (169636.620000 sec): 3 clusters
  Score: Raw -354864.012033 + Penalty 2617.616592 = -352246.395441
  nChanged 10
		SP:Iteration 15Q (169636.670000 sec): 3 clusters
  Score: Raw -354867.035043 + Penalty 2617.616592 = -352249.418451
  nChanged 8
		SP:Iteration 16Q (169636.720000 sec): 3 clusters
  Score: Raw -354869.120702 + Penalty 2617.616592 = -352251.504110
  nChanged 6
		SP:Iteration 17Q (169636.780000 sec): 3 clusters
  Score: Raw -354870.983444 + Penalty 2617.616592 = -352253.366852
  nChanged 8
		SP:Iteration 18Q (169636.840000 sec): 3 clusters
  Score: Raw -354873.452569 + Penalty 2617.616592 = -352255.835977
  nChanged 9
		SP:Iteration 19Q (169636.890000 sec): 3 clusters
  Score: Raw -354876.054173 + Penalty 2617.616592 = -352258.437582
  nChanged 9
		SP:Iteration 20F (169636.950000 sec): 3 clusters
  Score: Raw -354880.169102 + Penalty 2617.616592 = -352262.552511
  nChanged 10
		SP:Iteration 21Q (169637.010000 sec): 3 clusters
  Score: Raw -354884.484447 + Penalty 2617.616592 = -352266.867855
  nChanged 10
		SP:Iteration 22Q (169637.060000 sec): 3 clusters
  Score: Raw -354888.068673 + Penalty 2617.616592 = -352270.452081
  nChanged 5
		SP:Iteration 23Q (169637.120000 sec): 3 clusters
  Score: Raw -354890.171489 + Penalty 2617.616592 = -352272.554898
  nChanged 7
		SP:Iteration 24Q (169637.170000 sec): 3 clusters
  Score: Raw -354893.628958 + Penalty 2617.616592 = -352276.012366
  nChanged 10
		SP:Iteration 25Q (169637.230000 sec): 3 clusters
  Score: Raw -354898.940390 + Penalty 2617.616592 = -352281.323798
  nChanged 11
		SP:Iteration 26Q (169637.280000 sec): 3 clusters
  Score: Raw -354902.496621 + Penalty 2617.616592 = -352284.880029
  nChanged 12
		SP:Iteration 27Q (169637.340000 sec): 3 clusters
  Score: Raw -354905.336926 + Penalty 2617.616592 = -352287.720335
  nChanged 6
		SP:Iteration 28Q (169637.400000 sec): 3 clusters
  Score: Raw -354906.396003 + Penalty 2617.616592 = -352288.779411
  nChanged 5
		SP:Iteration 29Q (169637.450000 sec): 3 clusters
  Score: Raw -354907.631125 + Penalty 2617.616592 = -352290.014533
  nChanged 6
		SP:Iteration 30Q (169637.500000 sec): 3 clusters
  Score: Raw -354909.568424 + Penalty 2617.616592 = -352291.951833
  nChanged 8
		SP:Iteration 31Q (169637.560000 sec): 3 clusters
  Score: Raw -354911.298245 + Penalty 2617.616592 = -352293.681654
  nChanged 6
		SP:Iteration 32Q (169637.620000 sec): 3 clusters
  Score: Raw -354912.318792 + Penalty 2617.616592 = -352294.702201
  nChanged 2
		SP:Iteration 33Q (169637.670000 sec): 3 clusters
  Score: Raw -354912.519520 + Penalty 2617.616592 = -352294.902929
  nChanged 2
		SP:Iteration 34Q (169637.730000 sec): 3 clusters
  Score: Raw -354912.710374 + Penalty 2617.616592 = -352295.093782
  nChanged 1
		SP:Iteration 35Q (169637.780000 sec): 3 clusters
  Score: Raw -354912.817385 + Penalty 2617.616592 = -352295.200793
  nChanged 1
		SP:Iteration 36Q (169637.840000 sec): 3 clusters
  Score: Raw -354913.035027 + Penalty 2617.616592 = -352295.418436
  nChanged 1
		SP:Iteration 37Q (169637.900000 sec): 3 clusters
  Score: Raw -354913.367108 + Penalty 2617.616592 = -352295.750517
  nChanged 0
		SP:Iteration 38F (169637.950000 sec): 3 clusters
  Score: Raw -354913.367108 + Penalty 2617.616592 = -352295.750517
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 72 (5612 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169638.040000 sec): 2 clusters
  Score: Raw -659726.223267 + Penalty 1402.807647 = -658323.415621
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169638.150000 sec): 3 clusters
  Score: Raw -656792.210216 + Penalty 2805.615293 = -653986.594922
  nChanged 2315
		SP:Iteration 1F (169638.250000 sec): 3 clusters
  Score: Raw -658386.689287 + Penalty 2805.615293 = -655581.073993
  nChanged 562
		SP:Iteration 2F (169638.350000 sec): 3 clusters
  Score: Raw -658926.927205 + Penalty 2805.615293 = -656121.311912
  nChanged 509
		SP:Iteration 3F (169638.440000 sec): 3 clusters
  Score: Raw -659396.852138 + Penalty 2805.615293 = -656591.236845
  nChanged 402
		SP:Iteration 4F (169638.540000 sec): 3 clusters
  Score: Raw -659769.992618 + Penalty 2805.615293 = -656964.377325
  nChanged 329
		SP:Iteration 5F (169638.640000 sec): 3 clusters
  Score: Raw -660123.974198 + Penalty 2805.615293 = -657318.358905
  nChanged 280
		SP:Iteration 6Q (169638.730000 sec): 3 clusters
  Score: Raw -660356.097029 + Penalty 2805.615293 = -657550.481735
  nChanged 192
		SP:Iteration 7Q (169638.820000 sec): 3 clusters
  Score: Raw -660479.382030 + Penalty 2805.615293 = -657673.766737
  nChanged 116
		SP:Iteration 8Q (169638.920000 sec): 3 clusters
  Score: Raw -660550.922825 + Penalty 2805.615293 = -657745.307531
  nChanged 81
		SP:Iteration 9Q (169639.010000 sec): 3 clusters
  Score: Raw -660599.904004 + Penalty 2805.615293 = -657794.288711
  nChanged 85
		SP:Iteration 10Q (169639.110000 sec): 3 clusters
  Score: Raw -660657.770704 + Penalty 2805.615293 = -657852.155411
  nChanged 68
		SP:Iteration 11Q (169639.200000 sec): 3 clusters
  Score: Raw -660686.079754 + Penalty 2805.615293 = -657880.464461
  nChanged 51
		SP:Iteration 12Q (169639.300000 sec): 3 clusters
  Score: Raw -660702.406108 + Penalty 2805.615293 = -657896.790814
  nChanged 42
		SP:Iteration 13Q (169639.390000 sec): 3 clusters
  Score: Raw -660716.675545 + Penalty 2805.615293 = -657911.060251
  nChanged 39
		SP:Iteration 14Q (169639.480000 sec): 3 clusters
  Score: Raw -660726.835670 + Penalty 2805.615293 = -657921.220377
  nChanged 14
		SP:Iteration 15Q (169639.580000 sec): 3 clusters
  Score: Raw -660729.641358 + Penalty 2805.615293 = -657924.026064
  nChanged 7
		SP:Iteration 16Q (169639.670000 sec): 3 clusters
  Score: Raw -660730.449722 + Penalty 2805.615293 = -657924.834429
  nChanged 5
		SP:Iteration 17Q (169639.770000 sec): 3 clusters
  Score: Raw -660730.975588 + Penalty 2805.615293 = -657925.360294
  nChanged 2
		SP:Iteration 18Q (169639.860000 sec): 3 clusters
  Score: Raw -660731.384354 + Penalty 2805.615293 = -657925.769061
  nChanged 4
		SP:Iteration 19Q (169639.950000 sec): 3 clusters
  Score: Raw -660731.849901 + Penalty 2805.615293 = -657926.234608
  nChanged 4
		SP:Iteration 20F (169640.050000 sec): 3 clusters
  Score: Raw -660732.184556 + Penalty 2805.615293 = -657926.569263
  nChanged 3
		SP:Iteration 21Q (169640.150000 sec): 3 clusters
  Score: Raw -660732.985131 + Penalty 2805.615293 = -657927.369837
  nChanged 4
		SP:Iteration 22Q (169640.240000 sec): 3 clusters
  Score: Raw -660733.859356 + Penalty 2805.615293 = -657928.244063
  nChanged 6
		SP:Iteration 23Q (169640.330000 sec): 3 clusters
  Score: Raw -660734.870050 + Penalty 2805.615293 = -657929.254756
  nChanged 4
		SP:Iteration 24Q (169640.430000 sec): 3 clusters
  Score: Raw -660735.373242 + Penalty 2805.615293 = -657929.757949
  nChanged 3
		SP:Iteration 25Q (169640.520000 sec): 3 clusters
  Score: Raw -660735.779790 + Penalty 2805.615293 = -657930.164496
  nChanged 4
		SP:Iteration 26Q (169640.610000 sec): 3 clusters
  Score: Raw -660736.952399 + Penalty 2805.615293 = -657931.337105
  nChanged 4
		SP:Iteration 27Q (169640.710000 sec): 3 clusters
  Score: Raw -660738.254004 + Penalty 2805.615293 = -657932.638710
  nChanged 4
		SP:Iteration 28Q (169640.800000 sec): 3 clusters
  Score: Raw -660739.162091 + Penalty 2805.615293 = -657933.546797
  nChanged 3
		SP:Iteration 29Q (169640.900000 sec): 3 clusters
  Score: Raw -660739.625036 + Penalty 2805.615293 = -657934.009743
  nChanged 0
		SP:Iteration 30F (169640.990000 sec): 3 clusters
  Score: Raw -660739.625036 + Penalty 2805.615293 = -657934.009743
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 73 (3076 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169641.060000 sec): 2 clusters
  Score: Raw -347298.524465 + Penalty 1305.100116 = -345993.424349
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169641.130000 sec): 3 clusters
  Score: Raw -345837.781932 + Penalty 2610.200232 = -343227.581699
  nChanged 1158
		SP:Iteration 1F (169641.190000 sec): 3 clusters
  Score: Raw -346570.219542 + Penalty 2610.200232 = -343960.019310
  nChanged 232
		SP:Iteration 2F (169641.250000 sec): 3 clusters
  Score: Raw -346713.089927 + Penalty 2610.200232 = -344102.889695
  nChanged 157
		SP:Iteration 3F (169641.300000 sec): 3 clusters
  Score: Raw -346805.947435 + Penalty 2610.200232 = -344195.747202
  nChanged 121
		SP:Iteration 4Q (169641.360000 sec): 3 clusters
  Score: Raw -346873.032852 + Penalty 2610.200232 = -344262.832620
  nChanged 76
		SP:Iteration 5Q (169641.410000 sec): 3 clusters
  Score: Raw -346910.376036 + Penalty 2610.200232 = -344300.175804
  nChanged 81
		SP:Iteration 6Q (169641.470000 sec): 3 clusters
  Score: Raw -346958.558040 + Penalty 2610.200232 = -344348.357808
  nChanged 85
		SP:Iteration 7Q (169641.530000 sec): 3 clusters
  Score: Raw -347012.552342 + Penalty 2610.200232 = -344402.352109
  nChanged 80
		SP:Iteration 8Q (169641.580000 sec): 3 clusters
  Score: Raw -347060.203876 + Penalty 2610.200232 = -344450.003643
  nChanged 87
		SP:Iteration 9Q (169641.640000 sec): 3 clusters
  Score: Raw -347108.243539 + Penalty 2610.200232 = -344498.043306
  nChanged 73
		SP:Iteration 10Q (169641.690000 sec): 3 clusters
  Score: Raw -347152.633152 + Penalty 2610.200232 = -344542.432920
  nChanged 77
		SP:Iteration 11Q (169641.750000 sec): 3 clusters
  Score: Raw -347199.010797 + Penalty 2610.200232 = -344588.810565
  nChanged 67
		SP:Iteration 12Q (169641.810000 sec): 3 clusters
  Score: Raw -347234.151385 + Penalty 2610.200232 = -344623.951152
  nChanged 61
		SP:Iteration 13Q (169641.860000 sec): 3 clusters
  Score: Raw -347270.645437 + Penalty 2610.200232 = -344660.445205
  nChanged 67
		SP:Iteration 14Q (169641.920000 sec): 3 clusters
  Score: Raw -347307.101555 + Penalty 2610.200232 = -344696.901323
  nChanged 64
		SP:Iteration 15Q (169641.970000 sec): 3 clusters
  Score: Raw -347348.223771 + Penalty 2610.200232 = -344738.023539
  nChanged 77
		SP:Iteration 16Q (169642.030000 sec): 3 clusters
  Score: Raw -347404.510786 + Penalty 2610.200232 = -344794.310553
  nChanged 63
		SP:Iteration 17Q (169642.080000 sec): 3 clusters
  Score: Raw -347443.349155 + Penalty 2610.200232 = -344833.148923
  nChanged 55
		SP:Iteration 18Q (169642.140000 sec): 3 clusters
  Score: Raw -347472.858102 + Penalty 2610.200232 = -344862.657869
  nChanged 40
		SP:Iteration 19Q (169642.190000 sec): 3 clusters
  Score: Raw -347492.111116 + Penalty 2610.200232 = -344881.910883
  nChanged 45
		SP:Iteration 20F (169642.250000 sec): 3 clusters
  Score: Raw -347512.696693 + Penalty 2610.200232 = -344902.496460
  nChanged 27
		SP:Iteration 21Q (169642.310000 sec): 3 clusters
  Score: Raw -347527.999515 + Penalty 2610.200232 = -344917.799283
  nChanged 28
		SP:Iteration 22Q (169642.360000 sec): 3 clusters
  Score: Raw -347543.884991 + Penalty 2610.200232 = -344933.684758
  nChanged 19
		SP:Iteration 23Q (169642.410000 sec): 3 clusters
  Score: Raw -347554.214172 + Penalty 2610.200232 = -344944.013940
  nChanged 17
		SP:Iteration 24Q (169642.470000 sec): 3 clusters
  Score: Raw -347560.468210 + Penalty 2610.200232 = -344950.267978
  nChanged 12
		SP:Iteration 25Q (169642.530000 sec): 3 clusters
  Score: Raw -347564.071164 + Penalty 2610.200232 = -344953.870931
  nChanged 13
		SP:Iteration 26Q (169642.580000 sec): 3 clusters
  Score: Raw -347569.183169 + Penalty 2610.200232 = -344958.982937
  nChanged 13
		SP:Iteration 27Q (169642.630000 sec): 3 clusters
  Score: Raw -347573.788415 + Penalty 2610.200232 = -344963.588182
  nChanged 10
		SP:Iteration 28Q (169642.690000 sec): 3 clusters
  Score: Raw -347579.015102 + Penalty 2610.200232 = -344968.814869
  nChanged 13
		SP:Iteration 29Q (169642.750000 sec): 3 clusters
  Score: Raw -347585.426661 + Penalty 2610.200232 = -344975.226429
  nChanged 8
		SP:Iteration 30Q (169642.800000 sec): 3 clusters
  Score: Raw -347590.146253 + Penalty 2610.200232 = -344979.946020
  nChanged 5
		SP:Iteration 31Q (169642.850000 sec): 3 clusters
  Score: Raw -347592.402677 + Penalty 2610.200232 = -344982.202445
  nChanged 7
		SP:Iteration 32Q (169642.910000 sec): 3 clusters
  Score: Raw -347595.818089 + Penalty 2610.200232 = -344985.617856
  nChanged 11
		SP:Iteration 33Q (169642.960000 sec): 3 clusters
  Score: Raw -347600.650428 + Penalty 2610.200232 = -344990.450195
  nChanged 7
		SP:Iteration 34Q (169643.020000 sec): 3 clusters
  Score: Raw -347604.917346 + Penalty 2610.200232 = -344994.717114
  nChanged 10
		SP:Iteration 35Q (169643.070000 sec): 3 clusters
  Score: Raw -347607.500168 + Penalty 2610.200232 = -344997.299936
  nChanged 7
		SP:Iteration 36Q (169643.130000 sec): 3 clusters
  Score: Raw -347610.004387 + Penalty 2610.200232 = -344999.804155
  nChanged 5
		SP:Iteration 37Q (169643.180000 sec): 3 clusters
  Score: Raw -347612.531178 + Penalty 2610.200232 = -345002.330945
  nChanged 10
		SP:Iteration 38Q (169643.230000 sec): 3 clusters
  Score: Raw -347617.352507 + Penalty 2610.200232 = -345007.152275
  nChanged 7
		SP:Iteration 39Q (169643.290000 sec): 3 clusters
  Score: Raw -347620.540532 + Penalty 2610.200232 = -345010.340300
  nChanged 9
		SP:Iteration 40F (169643.340000 sec): 3 clusters
  Score: Raw -347625.304570 + Penalty 2610.200232 = -345015.104338
  nChanged 7
		SP:Iteration 41Q (169643.400000 sec): 3 clusters
  Score: Raw -347629.035398 + Penalty 2610.200232 = -345018.835165
  nChanged 6
		SP:Iteration 42Q (169643.450000 sec): 3 clusters
  Score: Raw -347631.712802 + Penalty 2610.200232 = -345021.512570
  nChanged 6
		SP:Iteration 43Q (169643.510000 sec): 3 clusters
  Score: Raw -347636.165112 + Penalty 2610.200232 = -345025.964879
  nChanged 12
		SP:Iteration 44Q (169643.560000 sec): 3 clusters
  Score: Raw -347645.216896 + Penalty 2610.200232 = -345035.016663
  nChanged 16
		SP:Iteration 45Q (169643.610000 sec): 3 clusters
  Score: Raw -347657.089818 + Penalty 2610.200232 = -345046.889586
  nChanged 9
		SP:Iteration 46Q (169643.670000 sec): 3 clusters
  Score: Raw -347661.157153 + Penalty 2610.200232 = -345050.956921
  nChanged 3
		SP:Iteration 47Q (169643.720000 sec): 3 clusters
  Score: Raw -347661.666902 + Penalty 2610.200232 = -345051.466669
  nChanged 0
		SP:Iteration 48F (169643.780000 sec): 3 clusters
  Score: Raw -347661.666902 + Penalty 2610.200232 = -345051.466669
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 74 (7343 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169643.890000 sec): 2 clusters
  Score: Raw -832240.467253 + Penalty 1446.494198 = -830793.973055
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169644.030000 sec): 3 clusters
  Score: Raw -828247.119555 + Penalty 2892.988396 = -825354.131159
  nChanged 3080
		SP:Iteration 1F (169644.150000 sec): 3 clusters
  Score: Raw -830010.993556 + Penalty 2892.988396 = -827118.005160
  nChanged 516
		SP:Iteration 2F (169644.260000 sec): 3 clusters
  Score: Raw -830282.439347 + Penalty 2892.988396 = -827389.450951
  nChanged 393
		SP:Iteration 3F (169644.380000 sec): 3 clusters
  Score: Raw -830485.466894 + Penalty 2892.988396 = -827592.478497
  nChanged 358
		SP:Iteration 4Q (169644.500000 sec): 3 clusters
  Score: Raw -830668.535442 + Penalty 2892.988396 = -827775.547046
  nChanged 324
		SP:Iteration 5Q (169644.630000 sec): 3 clusters
  Score: Raw -830835.786029 + Penalty 2892.988396 = -827942.797633
  nChanged 284
		SP:Iteration 6Q (169644.750000 sec): 3 clusters
  Score: Raw -830976.099894 + Penalty 2892.988396 = -828083.111498
  nChanged 258
		SP:Iteration 7Q (169644.880000 sec): 3 clusters
  Score: Raw -831096.847229 + Penalty 2892.988396 = -828203.858833
  nChanged 232
		SP:Iteration 8Q (169645.010000 sec): 3 clusters
  Score: Raw -831202.856024 + Penalty 2892.988396 = -828309.867628
  nChanged 234
		SP:Iteration 9Q (169645.140000 sec): 3 clusters
  Score: Raw -831346.466577 + Penalty 2892.988396 = -828453.478181
  nChanged 253
		SP:Iteration 10Q (169645.270000 sec): 3 clusters
  Score: Raw -831519.921642 + Penalty 2892.988396 = -828626.933246
  nChanged 283
		SP:Iteration 11Q (169645.400000 sec): 3 clusters
  Score: Raw -831704.733627 + Penalty 2892.988396 = -828811.745231
  nChanged 262
		SP:Iteration 12Q (169645.520000 sec): 3 clusters
  Score: Raw -831901.333656 + Penalty 2892.988396 = -829008.345260
  nChanged 277
		SP:Iteration 13Q (169645.650000 sec): 3 clusters
  Score: Raw -832141.052700 + Penalty 2892.988396 = -829248.064303
  nChanged 287
		SP:Iteration 14Q (169645.780000 sec): 3 clusters
  Score: Raw -832405.106994 + Penalty 2892.988396 = -829512.118598
  nChanged 249
		SP:Iteration 15Q (169645.900000 sec): 3 clusters
  Score: Raw -832616.106011 + Penalty 2892.988396 = -829723.117615
  nChanged 207
		SP:Iteration 16Q (169646.030000 sec): 3 clusters
  Score: Raw -832751.206802 + Penalty 2892.988396 = -829858.218405
  nChanged 160
		SP:Iteration 17Q (169646.150000 sec): 3 clusters
  Score: Raw -832836.823992 + Penalty 2892.988396 = -829943.835596
  nChanged 123
		SP:Iteration 18Q (169646.280000 sec): 3 clusters
  Score: Raw -832902.765198 + Penalty 2892.988396 = -830009.776802
  nChanged 96
		SP:Iteration 19Q (169646.400000 sec): 3 clusters
  Score: Raw -832944.975589 + Penalty 2892.988396 = -830051.987193
  nChanged 81
		SP:Iteration 20F (169646.530000 sec): 3 clusters
  Score: Raw -832980.795108 + Penalty 2892.988396 = -830087.806712
  nChanged 67
		SP:Iteration 21Q (169646.650000 sec): 3 clusters
  Score: Raw -833002.795626 + Penalty 2892.988396 = -830109.807230
  nChanged 38
		SP:Iteration 22Q (169646.780000 sec): 3 clusters
  Score: Raw -833014.641943 + Penalty 2892.988396 = -830121.653547
  nChanged 35
		SP:Iteration 23Q (169646.900000 sec): 3 clusters
  Score: Raw -833025.051627 + Penalty 2892.988396 = -830132.063231
  nChanged 27
		SP:Iteration 24Q (169647.020000 sec): 3 clusters
  Score: Raw -833031.361635 + Penalty 2892.988396 = -830138.373238
  nChanged 24
		SP:Iteration 25Q (169647.150000 sec): 3 clusters
  Score: Raw -833036.901582 + Penalty 2892.988396 = -830143.913186
  nChanged 22
		SP:Iteration 26Q (169647.270000 sec): 3 clusters
  Score: Raw -833041.398164 + Penalty 2892.988396 = -830148.409768
  nChanged 17
		SP:Iteration 27Q (169647.390000 sec): 3 clusters
  Score: Raw -833044.793507 + Penalty 2892.988396 = -830151.805110
  nChanged 10
		SP:Iteration 28Q (169647.510000 sec): 3 clusters
  Score: Raw -833046.475751 + Penalty 2892.988396 = -830153.487355
  nChanged 11
		SP:Iteration 29Q (169647.630000 sec): 3 clusters
  Score: Raw -833048.268652 + Penalty 2892.988396 = -830155.280256
  nChanged 11
		SP:Iteration 30Q (169647.760000 sec): 3 clusters
  Score: Raw -833050.923025 + Penalty 2892.988396 = -830157.934629
  nChanged 10
		SP:Iteration 31Q (169647.880000 sec): 3 clusters
  Score: Raw -833052.315749 + Penalty 2892.988396 = -830159.327353
  nChanged 10
		SP:Iteration 32Q (169648.000000 sec): 3 clusters
  Score: Raw -833053.950563 + Penalty 2892.988396 = -830160.962167
  nChanged 12
		SP:Iteration 33Q (169648.130000 sec): 3 clusters
  Score: Raw -833055.516188 + Penalty 2892.988396 = -830162.527792
  nChanged 7
		SP:Iteration 34Q (169648.250000 sec): 3 clusters
  Score: Raw -833056.335959 + Penalty 2892.988396 = -830163.347563
  nChanged 8
		SP:Iteration 35Q (169648.370000 sec): 3 clusters
  Score: Raw -833057.216706 + Penalty 2892.988396 = -830164.228310
  nChanged 4
		SP:Iteration 36Q (169648.490000 sec): 3 clusters
  Score: Raw -833057.534884 + Penalty 2892.988396 = -830164.546487
  nChanged 2
		SP:Iteration 37Q (169648.620000 sec): 3 clusters
  Score: Raw -833057.723080 + Penalty 2892.988396 = -830164.734683
  nChanged 3
		SP:Iteration 38Q (169648.740000 sec): 3 clusters
  Score: Raw -833058.173025 + Penalty 2892.988396 = -830165.184628
  nChanged 2
		SP:Iteration 39Q (169648.860000 sec): 3 clusters
  Score: Raw -833058.541978 + Penalty 2892.988396 = -830165.553582
  nChanged 3
		SP:Iteration 40F (169649.030000 sec): 3 clusters
  Score: Raw -833058.838495 + Penalty 2892.988396 = -830165.850098
  nChanged 2
		SP:Iteration 41Q (169649.160000 sec): 3 clusters
  Score: Raw -833059.045800 + Penalty 2892.988396 = -830166.057404
  nChanged 0
		SP:Iteration 42F (169649.280000 sec): 3 clusters
  Score: Raw -833059.045800 + Penalty 2892.988396 = -830166.057404
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 75 (3931 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169649.360000 sec): 2 clusters
  Score: Raw -439631.653726 + Penalty 1344.955483 = -438286.698243
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169649.450000 sec): 3 clusters
  Score: Raw -437774.074066 + Penalty 2689.910966 = -435084.163101
  nChanged 1551
		SP:Iteration 1F (169649.530000 sec): 3 clusters
  Score: Raw -439031.049025 + Penalty 2689.910966 = -436341.138060
  nChanged 397
		SP:Iteration 2F (169649.600000 sec): 3 clusters
  Score: Raw -439532.869525 + Penalty 2689.910966 = -436842.958559
  nChanged 326
		SP:Iteration 3F (169649.670000 sec): 3 clusters
  Score: Raw -439900.166342 + Penalty 2689.910966 = -437210.255377
  nChanged 242
		SP:Iteration 4F (169649.740000 sec): 3 clusters
  Score: Raw -440142.185496 + Penalty 2689.910966 = -437452.274530
  nChanged 164
		SP:Iteration 5Q (169649.810000 sec): 3 clusters
  Score: Raw -440259.491699 + Penalty 2689.910966 = -437569.580733
  nChanged 101
		SP:Iteration 6Q (169649.880000 sec): 3 clusters
  Score: Raw -440318.004384 + Penalty 2689.910966 = -437628.093418
  nChanged 73
		SP:Iteration 7Q (169649.950000 sec): 3 clusters
  Score: Raw -440365.726523 + Penalty 2689.910966 = -437675.815558
  nChanged 77
		SP:Iteration 8Q (169650.020000 sec): 3 clusters
  Score: Raw -440417.770410 + Penalty 2689.910966 = -437727.859444
  nChanged 69
		SP:Iteration 9Q (169650.090000 sec): 3 clusters
  Score: Raw -440466.199188 + Penalty 2689.910966 = -437776.288222
  nChanged 67
		SP:Iteration 10Q (169650.160000 sec): 3 clusters
  Score: Raw -440518.208313 + Penalty 2689.910966 = -437828.297348
  nChanged 80
		SP:Iteration 11Q (169650.230000 sec): 3 clusters
  Score: Raw -440576.568002 + Penalty 2689.910966 = -437886.657036
  nChanged 77
		SP:Iteration 12Q (169650.300000 sec): 3 clusters
  Score: Raw -440628.624144 + Penalty 2689.910966 = -437938.713179
  nChanged 67
		SP:Iteration 13Q (169650.360000 sec): 3 clusters
  Score: Raw -440672.220334 + Penalty 2689.910966 = -437982.309369
  nChanged 57
		SP:Iteration 14Q (169650.430000 sec): 3 clusters
  Score: Raw -440709.125797 + Penalty 2689.910966 = -438019.214831
  nChanged 57
		SP:Iteration 15Q (169650.500000 sec): 3 clusters
  Score: Raw -440743.145416 + Penalty 2689.910966 = -438053.234450
  nChanged 42
		SP:Iteration 16Q (169650.570000 sec): 3 clusters
  Score: Raw -440764.121360 + Penalty 2689.910966 = -438074.210394
  nChanged 36
		SP:Iteration 17Q (169650.640000 sec): 3 clusters
  Score: Raw -440778.905948 + Penalty 2689.910966 = -438088.994982
  nChanged 27
		SP:Iteration 18Q (169650.710000 sec): 3 clusters
  Score: Raw -440788.751382 + Penalty 2689.910966 = -438098.840416
  nChanged 17
		SP:Iteration 19Q (169650.780000 sec): 3 clusters
  Score: Raw -440792.958804 + Penalty 2689.910966 = -438103.047838
  nChanged 7
		SP:Iteration 20F (169650.850000 sec): 3 clusters
  Score: Raw -440794.451349 + Penalty 2689.910966 = -438104.540383
  nChanged 8
		SP:Iteration 21Q (169650.920000 sec): 3 clusters
  Score: Raw -440797.466032 + Penalty 2689.910966 = -438107.555066
  nChanged 12
		SP:Iteration 22Q (169650.980000 sec): 3 clusters
  Score: Raw -440801.612503 + Penalty 2689.910966 = -438111.701537
  nChanged 18
		SP:Iteration 23Q (169651.050000 sec): 3 clusters
  Score: Raw -440808.951113 + Penalty 2689.910966 = -438119.040147
  nChanged 15
		SP:Iteration 24Q (169651.120000 sec): 3 clusters
  Score: Raw -440814.832837 + Penalty 2689.910966 = -438124.921871
  nChanged 12
		SP:Iteration 25Q (169651.190000 sec): 3 clusters
  Score: Raw -440818.011298 + Penalty 2689.910966 = -438128.100332
  nChanged 9
		SP:Iteration 26Q (169651.260000 sec): 3 clusters
  Score: Raw -440820.565593 + Penalty 2689.910966 = -438130.654628
  nChanged 10
		SP:Iteration 27Q (169651.330000 sec): 3 clusters
  Score: Raw -440823.709769 + Penalty 2689.910966 = -438133.798803
  nChanged 4
		SP:Iteration 28Q (169651.400000 sec): 3 clusters
  Score: Raw -440824.411343 + Penalty 2689.910966 = -438134.500377
  nChanged 3
		SP:Iteration 29Q (169651.460000 sec): 3 clusters
  Score: Raw -440824.850569 + Penalty 2689.910966 = -438134.939603
  nChanged 1
		SP:Iteration 30Q (169651.530000 sec): 3 clusters
  Score: Raw -440825.048035 + Penalty 2689.910966 = -438135.137069
  nChanged 1
		SP:Iteration 31Q (169651.600000 sec): 3 clusters
  Score: Raw -440825.204097 + Penalty 2689.910966 = -438135.293131
  nChanged 2
		SP:Iteration 32Q (169651.670000 sec): 3 clusters
  Score: Raw -440825.837913 + Penalty 2689.910966 = -438135.926947
  nChanged 4
		SP:Iteration 33Q (169651.740000 sec): 3 clusters
  Score: Raw -440826.637501 + Penalty 2689.910966 = -438136.726536
  nChanged 2
		SP:Iteration 34Q (169651.800000 sec): 3 clusters
  Score: Raw -440827.117248 + Penalty 2689.910966 = -438137.206282
  nChanged 1
		SP:Iteration 35Q (169651.870000 sec): 3 clusters
  Score: Raw -440827.354180 + Penalty 2689.910966 = -438137.443215
  nChanged 0
		SP:Iteration 36F (169651.940000 sec): 3 clusters
  Score: Raw -440827.354180 + Penalty 2689.910966 = -438137.443215
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 76 (5247 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169652.030000 sec): 2 clusters
  Score: Raw -650338.938136 + Penalty 1391.879412 = -648947.058724
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169652.150000 sec): 3 clusters
  Score: Raw -647569.382502 + Penalty 2783.758823 = -644785.623679
  nChanged 2121
		SP:Iteration 1F (169652.250000 sec): 3 clusters
  Score: Raw -648720.527967 + Penalty 2783.758823 = -645936.769144
  nChanged 373
		SP:Iteration 2F (169652.340000 sec): 3 clusters
  Score: Raw -648907.764139 + Penalty 2783.758823 = -646124.005316
  nChanged 266
		SP:Iteration 3F (169652.430000 sec): 3 clusters
  Score: Raw -649044.472680 + Penalty 2783.758823 = -646260.713857
  nChanged 258
		SP:Iteration 4Q (169652.520000 sec): 3 clusters
  Score: Raw -649167.862689 + Penalty 2783.758823 = -646384.103866
  nChanged 218
		SP:Iteration 5Q (169652.610000 sec): 3 clusters
  Score: Raw -649284.369609 + Penalty 2783.758823 = -646500.610786
  nChanged 219
		SP:Iteration 6Q (169652.700000 sec): 3 clusters
  Score: Raw -649417.351765 + Penalty 2783.758823 = -646633.592941
  nChanged 233
		SP:Iteration 7Q (169652.800000 sec): 3 clusters
  Score: Raw -649556.147979 + Penalty 2783.758823 = -646772.389156
  nChanged 214
		SP:Iteration 8Q (169652.880000 sec): 3 clusters
  Score: Raw -649676.019240 + Penalty 2783.758823 = -646892.260417
  nChanged 198
		SP:Iteration 9Q (169652.980000 sec): 3 clusters
  Score: Raw -649802.803686 + Penalty 2783.758823 = -647019.044863
  nChanged 201
		SP:Iteration 10Q (169653.070000 sec): 3 clusters
  Score: Raw -649915.321575 + Penalty 2783.758823 = -647131.562751
  nChanged 163
		SP:Iteration 11Q (169653.160000 sec): 3 clusters
  Score: Raw -649999.080206 + Penalty 2783.758823 = -647215.321382
  nChanged 119
		SP:Iteration 12Q (169653.250000 sec): 3 clusters
  Score: Raw -650044.200700 + Penalty 2783.758823 = -647260.441877
  nChanged 85
		SP:Iteration 13Q (169653.340000 sec): 3 clusters
  Score: Raw -650076.094545 + Penalty 2783.758823 = -647292.335722
  nChanged 58
		SP:Iteration 14Q (169653.440000 sec): 3 clusters
  Score: Raw -650094.774941 + Penalty 2783.758823 = -647311.016118
  nChanged 51
		SP:Iteration 15Q (169653.520000 sec): 3 clusters
  Score: Raw -650109.408945 + Penalty 2783.758823 = -647325.650122
  nChanged 42
		SP:Iteration 16Q (169653.620000 sec): 3 clusters
  Score: Raw -650121.112852 + Penalty 2783.758823 = -647337.354029
  nChanged 41
		SP:Iteration 17Q (169653.710000 sec): 3 clusters
  Score: Raw -650133.399241 + Penalty 2783.758823 = -647349.640418
  nChanged 36
		SP:Iteration 18Q (169653.800000 sec): 3 clusters
  Score: Raw -650145.241424 + Penalty 2783.758823 = -647361.482601
  nChanged 33
		SP:Iteration 19Q (169653.890000 sec): 3 clusters
  Score: Raw -650154.572644 + Penalty 2783.758823 = -647370.813821
  nChanged 25
		SP:Iteration 20F (169653.980000 sec): 3 clusters
  Score: Raw -650161.317666 + Penalty 2783.758823 = -647377.558843
  nChanged 22
		SP:Iteration 21Q (169654.080000 sec): 3 clusters
  Score: Raw -650166.061062 + Penalty 2783.758823 = -647382.302239
  nChanged 23
		SP:Iteration 22Q (169654.160000 sec): 3 clusters
  Score: Raw -650173.969732 + Penalty 2783.758823 = -647390.210909
  nChanged 32
		SP:Iteration 23Q (169654.260000 sec): 3 clusters
  Score: Raw -650182.483019 + Penalty 2783.758823 = -647398.724196
  nChanged 23
		SP:Iteration 24Q (169654.350000 sec): 3 clusters
  Score: Raw -650189.209621 + Penalty 2783.758823 = -647405.450797
  nChanged 20
		SP:Iteration 25Q (169654.440000 sec): 3 clusters
  Score: Raw -650195.062518 + Penalty 2783.758823 = -647411.303695
  nChanged 17
		SP:Iteration 26Q (169654.530000 sec): 3 clusters
  Score: Raw -650199.207520 + Penalty 2783.758823 = -647415.448697
  nChanged 14
		SP:Iteration 27Q (169654.620000 sec): 3 clusters
  Score: Raw -650203.348045 + Penalty 2783.758823 = -647419.589222
  nChanged 10
		SP:Iteration 28Q (169654.710000 sec): 3 clusters
  Score: Raw -650206.652910 + Penalty 2783.758823 = -647422.894087
  nChanged 11
		SP:Iteration 29Q (169654.800000 sec): 3 clusters
  Score: Raw -650208.986209 + Penalty 2783.758823 = -647425.227386
  nChanged 8
		SP:Iteration 30Q (169654.900000 sec): 3 clusters
  Score: Raw -650211.169664 + Penalty 2783.758823 = -647427.410840
  nChanged 12
		SP:Iteration 31Q (169654.990000 sec): 3 clusters
  Score: Raw -650214.251843 + Penalty 2783.758823 = -647430.493019
  nChanged 9
		SP:Iteration 32Q (169655.080000 sec): 3 clusters
  Score: Raw -650216.164153 + Penalty 2783.758823 = -647432.405330
  nChanged 8
		SP:Iteration 33Q (169655.170000 sec): 3 clusters
  Score: Raw -650218.098356 + Penalty 2783.758823 = -647434.339533
  nChanged 7
		SP:Iteration 34Q (169655.260000 sec): 3 clusters
  Score: Raw -650219.872703 + Penalty 2783.758823 = -647436.113880
  nChanged 6
		SP:Iteration 35Q (169655.350000 sec): 3 clusters
  Score: Raw -650221.238629 + Penalty 2783.758823 = -647437.479805
  nChanged 7
		SP:Iteration 36Q (169655.440000 sec): 3 clusters
  Score: Raw -650223.003099 + Penalty 2783.758823 = -647439.244276
  nChanged 11
		SP:Iteration 37Q (169655.540000 sec): 3 clusters
  Score: Raw -650225.833242 + Penalty 2783.758823 = -647442.074419
  nChanged 12
		SP:Iteration 38Q (169655.620000 sec): 3 clusters
  Score: Raw -650229.128789 + Penalty 2783.758823 = -647445.369966
  nChanged 15
		SP:Iteration 39Q (169655.720000 sec): 3 clusters
  Score: Raw -650233.186205 + Penalty 2783.758823 = -647449.427381
  nChanged 15
		SP:Iteration 40F (169655.810000 sec): 3 clusters
  Score: Raw -650237.187839 + Penalty 2783.758823 = -647453.429016
  nChanged 17
		SP:Iteration 41Q (169655.900000 sec): 3 clusters
  Score: Raw -650240.945856 + Penalty 2783.758823 = -647457.187033
  nChanged 12
		SP:Iteration 42Q (169655.990000 sec): 3 clusters
  Score: Raw -650244.258281 + Penalty 2783.758823 = -647460.499457
  nChanged 16
		SP:Iteration 43Q (169656.080000 sec): 3 clusters
  Score: Raw -650249.293481 + Penalty 2783.758823 = -647465.534657
  nChanged 11
		SP:Iteration 44Q (169656.180000 sec): 3 clusters
  Score: Raw -650252.843334 + Penalty 2783.758823 = -647469.084510
  nChanged 14
		SP:Iteration 45Q (169656.260000 sec): 3 clusters
  Score: Raw -650257.120083 + Penalty 2783.758823 = -647473.361260
  nChanged 16
		SP:Iteration 46Q (169656.360000 sec): 3 clusters
  Score: Raw -650263.183779 + Penalty 2783.758823 = -647479.424956
  nChanged 21
		SP:Iteration 47Q (169656.450000 sec): 3 clusters
  Score: Raw -650270.185286 + Penalty 2783.758823 = -647486.426463
  nChanged 16
		SP:Iteration 48Q (169656.540000 sec): 3 clusters
  Score: Raw -650275.436548 + Penalty 2783.758823 = -647491.677725
  nChanged 18
		SP:Iteration 49Q (169656.630000 sec): 3 clusters
  Score: Raw -650280.902030 + Penalty 2783.758823 = -647497.143207
  nChanged 23
		SP:Iteration 50Q (169656.720000 sec): 3 clusters
  Score: Raw -650288.983036 + Penalty 2783.758823 = -647505.224213
  nChanged 19
		SP:Iteration 51Q (169656.810000 sec): 3 clusters
  Score: Raw -650295.081109 + Penalty 2783.758823 = -647511.322286
  nChanged 24
		SP:Iteration 52Q (169656.900000 sec): 3 clusters
  Score: Raw -650303.389342 + Penalty 2783.758823 = -647519.630519
  nChanged 21
		SP:Iteration 53Q (169657.000000 sec): 3 clusters
  Score: Raw -650313.066880 + Penalty 2783.758823 = -647529.308057
  nChanged 26
		SP:Iteration 54Q (169657.090000 sec): 3 clusters
  Score: Raw -650323.340711 + Penalty 2783.758823 = -647539.581888
  nChanged 35
		SP:Iteration 55Q (169657.180000 sec): 3 clusters
  Score: Raw -650335.922079 + Penalty 2783.758823 = -647552.163255
  nChanged 26
		SP:Iteration 56Q (169657.270000 sec): 3 clusters
  Score: Raw -650344.326451 + Penalty 2783.758823 = -647560.567628
  nChanged 26
		SP:Iteration 57Q (169657.430000 sec): 3 clusters
  Score: Raw -650353.367549 + Penalty 2783.758823 = -647569.608726
  nChanged 20
		SP:Iteration 58Q (169657.520000 sec): 3 clusters
  Score: Raw -650361.371058 + Penalty 2783.758823 = -647577.612235
  nChanged 22
		SP:Iteration 59Q (169657.610000 sec): 3 clusters
  Score: Raw -650370.362639 + Penalty 2783.758823 = -647586.603816
  nChanged 20
		SP:Iteration 60F (169657.700000 sec): 3 clusters
  Score: Raw -650379.383295 + Penalty 2783.758823 = -647595.624472
  nChanged 18
		SP:Iteration 61Q (169657.800000 sec): 3 clusters
  Score: Raw -650385.966796 + Penalty 2783.758823 = -647602.207973
  nChanged 17
		SP:Iteration 62Q (169657.880000 sec): 3 clusters
  Score: Raw -650392.974367 + Penalty 2783.758823 = -647609.215544
  nChanged 20
		SP:Iteration 63Q (169657.980000 sec): 3 clusters
  Score: Raw -650400.580895 + Penalty 2783.758823 = -647616.822071
  nChanged 15
		SP:Iteration 64Q (169658.070000 sec): 3 clusters
  Score: Raw -650406.618714 + Penalty 2783.758823 = -647622.859891
  nChanged 16
		SP:Iteration 65Q (169658.160000 sec): 3 clusters
  Score: Raw -650414.241397 + Penalty 2783.758823 = -647630.482574
  nChanged 20
		SP:Iteration 66Q (169658.290000 sec): 3 clusters
  Score: Raw -650424.330830 + Penalty 2783.758823 = -647640.572007
  nChanged 17
		SP:Iteration 67Q (169658.380000 sec): 3 clusters
  Score: Raw -650431.759478 + Penalty 2783.758823 = -647648.000655
  nChanged 10
		SP:Iteration 68Q (169658.470000 sec): 3 clusters
  Score: Raw -650436.056768 + Penalty 2783.758823 = -647652.297945
  nChanged 10
		SP:Iteration 69Q (169658.560000 sec): 3 clusters
  Score: Raw -650439.136577 + Penalty 2783.758823 = -647655.377754
  nChanged 6
		SP:Iteration 70Q (169658.660000 sec): 3 clusters
  Score: Raw -650440.615907 + Penalty 2783.758823 = -647656.857084
  nChanged 4
		SP:Iteration 71Q (169658.740000 sec): 3 clusters
  Score: Raw -650441.841571 + Penalty 2783.758823 = -647658.082748
  nChanged 3
		SP:Iteration 72Q (169658.840000 sec): 3 clusters
  Score: Raw -650442.865415 + Penalty 2783.758823 = -647659.106592
  nChanged 2
		SP:Iteration 73Q (169658.920000 sec): 3 clusters
  Score: Raw -650443.724791 + Penalty 2783.758823 = -647659.965968
  nChanged 4
		SP:Iteration 74Q (169659.020000 sec): 3 clusters
  Score: Raw -650445.065639 + Penalty 2783.758823 = -647661.306816
  nChanged 0
		SP:Iteration 75F (169659.110000 sec): 3 clusters
  Score: Raw -650445.065639 + Penalty 2783.758823 = -647661.306816
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 77 (6734 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169659.200000 sec): 2 clusters
  Score: Raw -792112.583020 + Penalty 1432.425247 = -790680.157773
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169659.310000 sec): 3 clusters
  Score: Raw -788475.084664 + Penalty 2864.850495 = -785610.234169
  nChanged 2826
		SP:Iteration 1F (169659.420000 sec): 3 clusters
  Score: Raw -790094.215404 + Penalty 2864.850495 = -787229.364909
  nChanged 528
		SP:Iteration 2F (169659.520000 sec): 3 clusters
  Score: Raw -790465.653289 + Penalty 2864.850495 = -787600.802794
  nChanged 506
		SP:Iteration 3F (169659.620000 sec): 3 clusters
  Score: Raw -790862.863648 + Penalty 2864.850495 = -787998.013153
  nChanged 488
		SP:Iteration 4F (169659.730000 sec): 3 clusters
  Score: Raw -791238.842775 + Penalty 2864.850495 = -788373.992280
  nChanged 383
		SP:Iteration 5F (169659.840000 sec): 3 clusters
  Score: Raw -791478.435621 + Penalty 2864.850495 = -788613.585126
  nChanged 307
		SP:Iteration 6Q (169659.940000 sec): 3 clusters
  Score: Raw -791639.945216 + Penalty 2864.850495 = -788775.094721
  nChanged 230
		SP:Iteration 7Q (169660.060000 sec): 3 clusters
  Score: Raw -791757.023111 + Penalty 2864.850495 = -788892.172616
  nChanged 190
		SP:Iteration 8Q (169660.160000 sec): 3 clusters
  Score: Raw -791845.013276 + Penalty 2864.850495 = -788980.162781
  nChanged 162
		SP:Iteration 9Q (169660.270000 sec): 3 clusters
  Score: Raw -791914.065260 + Penalty 2864.850495 = -789049.214765
  nChanged 123
		SP:Iteration 10Q (169660.380000 sec): 3 clusters
  Score: Raw -791958.805774 + Penalty 2864.850495 = -789093.955279
  nChanged 97
		SP:Iteration 11Q (169660.490000 sec): 3 clusters
  Score: Raw -791989.350499 + Penalty 2864.850495 = -789124.500004
  nChanged 67
		SP:Iteration 12Q (169660.600000 sec): 3 clusters
  Score: Raw -792009.599324 + Penalty 2864.850495 = -789144.748829
  nChanged 47
		SP:Iteration 13Q (169660.710000 sec): 3 clusters
  Score: Raw -792021.524476 + Penalty 2864.850495 = -789156.673981
  nChanged 45
		SP:Iteration 14Q (169660.820000 sec): 3 clusters
  Score: Raw -792033.711034 + Penalty 2864.850495 = -789168.860539
  nChanged 37
		SP:Iteration 15Q (169660.930000 sec): 3 clusters
  Score: Raw -792045.650393 + Penalty 2864.850495 = -789180.799898
  nChanged 39
		SP:Iteration 16Q (169661.040000 sec): 3 clusters
  Score: Raw -792055.962722 + Penalty 2864.850495 = -789191.112227
  nChanged 32
		SP:Iteration 17Q (169661.150000 sec): 3 clusters
  Score: Raw -792064.707404 + Penalty 2864.850495 = -789199.856909
  nChanged 28
		SP:Iteration 18Q (169661.260000 sec): 3 clusters
  Score: Raw -792070.850099 + Penalty 2864.850495 = -789205.999604
  nChanged 21
		SP:Iteration 19Q (169661.370000 sec): 3 clusters
  Score: Raw -792075.868703 + Penalty 2864.850495 = -789211.018208
  nChanged 22
		SP:Iteration 20F (169661.480000 sec): 3 clusters
  Score: Raw -792081.068267 + Penalty 2864.850495 = -789216.217772
  nChanged 23
		SP:Iteration 21Q (169661.590000 sec): 3 clusters
  Score: Raw -792087.744819 + Penalty 2864.850495 = -789222.894324
  nChanged 28
		SP:Iteration 22Q (169661.700000 sec): 3 clusters
  Score: Raw -792092.901098 + Penalty 2864.850495 = -789228.050603
  nChanged 13
		SP:Iteration 23Q (169661.810000 sec): 3 clusters
  Score: Raw -792096.183549 + Penalty 2864.850495 = -789231.333054
  nChanged 14
		SP:Iteration 24Q (169661.930000 sec): 3 clusters
  Score: Raw -792098.589752 + Penalty 2864.850495 = -789233.739257
  nChanged 12
		SP:Iteration 25Q (169662.030000 sec): 3 clusters
  Score: Raw -792100.750061 + Penalty 2864.850495 = -789235.899566
  nChanged 13
		SP:Iteration 26Q (169662.150000 sec): 3 clusters
  Score: Raw -792103.555591 + Penalty 2864.850495 = -789238.705096
  nChanged 18
		SP:Iteration 27Q (169662.260000 sec): 3 clusters
  Score: Raw -792107.498634 + Penalty 2864.850495 = -789242.648139
  nChanged 20
		SP:Iteration 28Q (169662.370000 sec): 3 clusters
  Score: Raw -792113.847913 + Penalty 2864.850495 = -789248.997419
  nChanged 26
		SP:Iteration 29Q (169662.480000 sec): 3 clusters
  Score: Raw -792124.541039 + Penalty 2864.850495 = -789259.690544
  nChanged 35
		SP:Iteration 30Q (169662.590000 sec): 3 clusters
  Score: Raw -792146.855499 + Penalty 2864.850495 = -789282.005004
  nChanged 50
		SP:Iteration 31Q (169662.700000 sec): 3 clusters
  Score: Raw -792176.028156 + Penalty 2864.850495 = -789311.177661
  nChanged 55
		SP:Iteration 32Q (169662.810000 sec): 3 clusters
  Score: Raw -792208.739143 + Penalty 2864.850495 = -789343.888648
  nChanged 56
		SP:Iteration 33Q (169662.920000 sec): 3 clusters
  Score: Raw -792230.470306 + Penalty 2864.850495 = -789365.619812
  nChanged 53
		SP:Iteration 34Q (169663.030000 sec): 3 clusters
  Score: Raw -792247.545462 + Penalty 2864.850495 = -789382.694967
  nChanged 44
		SP:Iteration 35Q (169663.140000 sec): 3 clusters
  Score: Raw -792265.034658 + Penalty 2864.850495 = -789400.184163
  nChanged 46
		SP:Iteration 36Q (169663.260000 sec): 3 clusters
  Score: Raw -792279.803085 + Penalty 2864.850495 = -789414.952590
  nChanged 39
		SP:Iteration 37Q (169663.380000 sec): 3 clusters
  Score: Raw -792290.788922 + Penalty 2864.850495 = -789425.938428
  nChanged 32
		SP:Iteration 38Q (169663.490000 sec): 3 clusters
  Score: Raw -792298.835720 + Penalty 2864.850495 = -789433.985225
  nChanged 24
		SP:Iteration 39Q (169663.610000 sec): 3 clusters
  Score: Raw -792305.160236 + Penalty 2864.850495 = -789440.309741
  nChanged 20
		SP:Iteration 40F (169663.730000 sec): 3 clusters
  Score: Raw -792309.756978 + Penalty 2864.850495 = -789444.906484
  nChanged 23
		SP:Iteration 41Q (169663.840000 sec): 3 clusters
  Score: Raw -792313.966569 + Penalty 2864.850495 = -789449.116074
  nChanged 13
		SP:Iteration 42Q (169663.960000 sec): 3 clusters
  Score: Raw -792316.305798 + Penalty 2864.850495 = -789451.455303
  nChanged 9
		SP:Iteration 43Q (169664.080000 sec): 3 clusters
  Score: Raw -792319.331774 + Penalty 2864.850495 = -789454.481279
  nChanged 10
		SP:Iteration 44Q (169664.190000 sec): 3 clusters
  Score: Raw -792321.530154 + Penalty 2864.850495 = -789456.679659
  nChanged 10
		SP:Iteration 45Q (169664.310000 sec): 3 clusters
  Score: Raw -792324.577555 + Penalty 2864.850495 = -789459.727060
  nChanged 13
		SP:Iteration 46Q (169664.420000 sec): 3 clusters
  Score: Raw -792327.509590 + Penalty 2864.850495 = -789462.659095
  nChanged 13
		SP:Iteration 47Q (169664.540000 sec): 3 clusters
  Score: Raw -792331.027498 + Penalty 2864.850495 = -789466.177003
  nChanged 16
		SP:Iteration 48Q (169664.660000 sec): 3 clusters
  Score: Raw -792336.238235 + Penalty 2864.850495 = -789471.387740
  nChanged 22
		SP:Iteration 49Q (169664.770000 sec): 3 clusters
  Score: Raw -792344.349456 + Penalty 2864.850495 = -789479.498961
  nChanged 32
		SP:Iteration 50Q (169664.880000 sec): 3 clusters
  Score: Raw -792355.106584 + Penalty 2864.850495 = -789490.256089
  nChanged 37
		SP:Iteration 51Q (169665.000000 sec): 3 clusters
  Score: Raw -792368.317009 + Penalty 2864.850495 = -789503.466514
  nChanged 31
		SP:Iteration 52Q (169665.120000 sec): 3 clusters
  Score: Raw -792379.904514 + Penalty 2864.850495 = -789515.054019
  nChanged 31
		SP:Iteration 53Q (169665.230000 sec): 3 clusters
  Score: Raw -792389.829494 + Penalty 2864.850495 = -789524.978999
  nChanged 41
		SP:Iteration 54Q (169665.340000 sec): 3 clusters
  Score: Raw -792401.339369 + Penalty 2864.850495 = -789536.488874
  nChanged 37
		SP:Iteration 55Q (169665.460000 sec): 3 clusters
  Score: Raw -792412.357173 + Penalty 2864.850495 = -789547.506678
  nChanged 33
		SP:Iteration 56Q (169665.580000 sec): 3 clusters
  Score: Raw -792422.830588 + Penalty 2864.850495 = -789557.980093
  nChanged 26
		SP:Iteration 57Q (169665.690000 sec): 3 clusters
  Score: Raw -792431.975990 + Penalty 2864.850495 = -789567.125495
  nChanged 27
		SP:Iteration 58Q (169665.810000 sec): 3 clusters
  Score: Raw -792441.697457 + Penalty 2864.850495 = -789576.846962
  nChanged 31
		SP:Iteration 59Q (169665.920000 sec): 3 clusters
  Score: Raw -792453.297017 + Penalty 2864.850495 = -789588.446522
  nChanged 36
		SP:Iteration 60F (169666.040000 sec): 3 clusters
  Score: Raw -792469.758387 + Penalty 2864.850495 = -789604.907892
  nChanged 44
		SP:Iteration 61Q (169666.160000 sec): 3 clusters
  Score: Raw -792488.930465 + Penalty 2864.850495 = -789624.079970
  nChanged 47
		SP:Iteration 62Q (169666.270000 sec): 3 clusters
  Score: Raw -792509.766377 + Penalty 2864.850495 = -789644.915882
  nChanged 53
		SP:Iteration 63Q (169666.390000 sec): 3 clusters
  Score: Raw -792532.520031 + Penalty 2864.850495 = -789667.669536
  nChanged 37
		SP:Iteration 64Q (169666.500000 sec): 3 clusters
  Score: Raw -792546.555650 + Penalty 2864.850495 = -789681.705155
  nChanged 39
		SP:Iteration 65Q (169666.620000 sec): 3 clusters
  Score: Raw -792560.402116 + Penalty 2864.850495 = -789695.551621
  nChanged 42
		SP:Iteration 66Q (169666.730000 sec): 3 clusters
  Score: Raw -792572.566931 + Penalty 2864.850495 = -789707.716437
  nChanged 26
		SP:Iteration 67Q (169666.850000 sec): 3 clusters
  Score: Raw -792580.866695 + Penalty 2864.850495 = -789716.016200
  nChanged 20
		SP:Iteration 68Q (169666.960000 sec): 3 clusters
  Score: Raw -792587.466409 + Penalty 2864.850495 = -789722.615914
  nChanged 19
		SP:Iteration 69Q (169667.080000 sec): 3 clusters
  Score: Raw -792593.950074 + Penalty 2864.850495 = -789729.099579
  nChanged 20
		SP:Iteration 70Q (169667.190000 sec): 3 clusters
  Score: Raw -792602.497644 + Penalty 2864.850495 = -789737.647149
  nChanged 32
		SP:Iteration 71Q (169667.310000 sec): 3 clusters
  Score: Raw -792614.691976 + Penalty 2864.850495 = -789749.841481
  nChanged 29
		SP:Iteration 72Q (169667.420000 sec): 3 clusters
  Score: Raw -792626.212268 + Penalty 2864.850495 = -789761.361773
  nChanged 29
		SP:Iteration 73Q (169667.540000 sec): 3 clusters
  Score: Raw -792637.018935 + Penalty 2864.850495 = -789772.168440
  nChanged 25
		SP:Iteration 74Q (169667.650000 sec): 3 clusters
  Score: Raw -792645.734276 + Penalty 2864.850495 = -789780.883781
  nChanged 28
		SP:Iteration 75Q (169667.770000 sec): 3 clusters
  Score: Raw -792655.724953 + Penalty 2864.850495 = -789790.874458
  nChanged 24
		SP:Iteration 76Q (169667.880000 sec): 3 clusters
  Score: Raw -792663.900574 + Penalty 2864.850495 = -789799.050079
  nChanged 17
		SP:Iteration 77Q (169668.000000 sec): 3 clusters
  Score: Raw -792669.593176 + Penalty 2864.850495 = -789804.742681
  nChanged 15
		SP:Iteration 78Q (169668.110000 sec): 3 clusters
  Score: Raw -792674.265616 + Penalty 2864.850495 = -789809.415121
  nChanged 13
		SP:Iteration 79Q (169668.230000 sec): 3 clusters
  Score: Raw -792677.748413 + Penalty 2864.850495 = -789812.897918
  nChanged 13
		SP:Iteration 80F (169668.340000 sec): 3 clusters
  Score: Raw -792683.062151 + Penalty 2864.850495 = -789818.211656
  nChanged 19
		SP:Iteration 81Q (169668.460000 sec): 3 clusters
  Score: Raw -792691.825258 + Penalty 2864.850495 = -789826.974763
  nChanged 12
		SP:Iteration 82Q (169668.570000 sec): 3 clusters
  Score: Raw -792695.858787 + Penalty 2864.850495 = -789831.008292
  nChanged 10
		SP:Iteration 83Q (169668.690000 sec): 3 clusters
  Score: Raw -792701.152661 + Penalty 2864.850495 = -789836.302166
  nChanged 12
		SP:Iteration 84Q (169668.800000 sec): 3 clusters
  Score: Raw -792707.393471 + Penalty 2864.850495 = -789842.542976
  nChanged 13
		SP:Iteration 85Q (169668.920000 sec): 3 clusters
  Score: Raw -792712.016624 + Penalty 2864.850495 = -789847.166129
  nChanged 4
		SP:Iteration 86Q (169669.030000 sec): 3 clusters
  Score: Raw -792713.133621 + Penalty 2864.850495 = -789848.283127
  nChanged 3
		SP:Iteration 87Q (169669.150000 sec): 3 clusters
  Score: Raw -792714.775871 + Penalty 2864.850495 = -789849.925376
  nChanged 12
		SP:Iteration 88Q (169669.260000 sec): 3 clusters
  Score: Raw -792719.326594 + Penalty 2864.850495 = -789854.476099
  nChanged 12
		SP:Iteration 89Q (169669.370000 sec): 3 clusters
  Score: Raw -792726.912698 + Penalty 2864.850495 = -789862.062203
  nChanged 15
		SP:Iteration 90Q (169669.490000 sec): 3 clusters
  Score: Raw -792734.159126 + Penalty 2864.850495 = -789869.308632
  nChanged 13
		SP:Iteration 91Q (169669.600000 sec): 3 clusters
  Score: Raw -792738.966658 + Penalty 2864.850495 = -789874.116164
  nChanged 8
		SP:Iteration 92Q (169669.720000 sec): 3 clusters
  Score: Raw -792742.151510 + Penalty 2864.850495 = -789877.301015
  nChanged 9
		SP:Iteration 93Q (169669.830000 sec): 3 clusters
  Score: Raw -792745.673063 + Penalty 2864.850495 = -789880.822568
  nChanged 9
		SP:Iteration 94Q (169669.940000 sec): 3 clusters
  Score: Raw -792750.080921 + Penalty 2864.850495 = -789885.230426
  nChanged 14
		SP:Iteration 95Q (169670.060000 sec): 3 clusters
  Score: Raw -792756.682058 + Penalty 2864.850495 = -789891.831563
  nChanged 11
		SP:Iteration 96Q (169670.170000 sec): 3 clusters
  Score: Raw -792761.037104 + Penalty 2864.850495 = -789896.186609
  nChanged 9
		SP:Iteration 97Q (169670.290000 sec): 3 clusters
  Score: Raw -792764.331328 + Penalty 2864.850495 = -789899.480834
  nChanged 5
		SP:Iteration 98Q (169670.400000 sec): 3 clusters
  Score: Raw -792766.841631 + Penalty 2864.850495 = -789901.991136
  nChanged 6
		SP:Iteration 99Q (169670.520000 sec): 3 clusters
  Score: Raw -792769.200754 + Penalty 2864.850495 = -789904.350259
  nChanged 4
		SP:Iteration 100F (169670.630000 sec): 3 clusters
  Score: Raw -792770.694385 + Penalty 2864.850495 = -789905.843890
  nChanged 6
		SP:Iteration 101Q (169670.740000 sec): 3 clusters
  Score: Raw -792772.808660 + Penalty 2864.850495 = -789907.958165
  nChanged 4
		SP:Iteration 102Q (169670.850000 sec): 3 clusters
  Score: Raw -792775.029352 + Penalty 2864.850495 = -789910.178857
  nChanged 3
		SP:Iteration 103Q (169670.950000 sec): 3 clusters
  Score: Raw -792776.579192 + Penalty 2864.850495 = -789911.728697
  nChanged 9
		SP:Iteration 104Q (169671.060000 sec): 3 clusters
  Score: Raw -792782.913692 + Penalty 2864.850495 = -789918.063197
  nChanged 5
		SP:Iteration 105Q (169671.160000 sec): 3 clusters
  Score: Raw -792785.083377 + Penalty 2864.850495 = -789920.232882
  nChanged 8
		SP:Iteration 106Q (169671.270000 sec): 3 clusters
  Score: Raw -792788.869648 + Penalty 2864.850495 = -789924.019153
  nChanged 8
		SP:Iteration 107Q (169671.380000 sec): 3 clusters
  Score: Raw -792792.620809 + Penalty 2864.850495 = -789927.770314
  nChanged 5
		SP:Iteration 108Q (169671.490000 sec): 3 clusters
  Score: Raw -792794.065973 + Penalty 2864.850495 = -789929.215478
  nChanged 6
		SP:Iteration 109Q (169671.600000 sec): 3 clusters
  Score: Raw -792798.194712 + Penalty 2864.850495 = -789933.344217
  nChanged 12
		SP:Iteration 110Q (169671.700000 sec): 3 clusters
  Score: Raw -792802.980440 + Penalty 2864.850495 = -789938.129945
  nChanged 5
		SP:Iteration 111Q (169671.810000 sec): 3 clusters
  Score: Raw -792804.344734 + Penalty 2864.850495 = -789939.494239
  nChanged 1
		SP:Iteration 112Q (169671.920000 sec): 3 clusters
  Score: Raw -792804.534175 + Penalty 2864.850495 = -789939.683681
  nChanged 1
		SP:Iteration 113Q (169672.030000 sec): 3 clusters
  Score: Raw -792804.694223 + Penalty 2864.850495 = -789939.843728
  nChanged 1
		SP:Iteration 114Q (169672.140000 sec): 3 clusters
  Score: Raw -792804.951949 + Penalty 2864.850495 = -789940.101454
  nChanged 2
		SP:Iteration 115Q (169672.240000 sec): 3 clusters
  Score: Raw -792805.940180 + Penalty 2864.850495 = -789941.089685
  nChanged 4
		SP:Iteration 116Q (169672.360000 sec): 3 clusters
  Score: Raw -792807.726306 + Penalty 2864.850495 = -789942.875811
  nChanged 2
		SP:Iteration 117Q (169672.460000 sec): 3 clusters
  Score: Raw -792808.388611 + Penalty 2864.850495 = -789943.538116
  nChanged 1
		SP:Iteration 118Q (169672.570000 sec): 3 clusters
  Score: Raw -792808.522341 + Penalty 2864.850495 = -789943.671846
  nChanged 1
		SP:Iteration 119Q (169672.680000 sec): 3 clusters
  Score: Raw -792808.842000 + Penalty 2864.850495 = -789943.991506
  nChanged 1
		SP:Iteration 120F (169672.790000 sec): 3 clusters
  Score: Raw -792809.663205 + Penalty 2864.850495 = -789944.812710
  nChanged 1
		SP:Iteration 121Q (169672.900000 sec): 3 clusters
  Score: Raw -792810.179599 + Penalty 2864.850495 = -789945.329104
  nChanged 1
		SP:Iteration 122Q (169673.000000 sec): 3 clusters
  Score: Raw -792810.900393 + Penalty 2864.850495 = -789946.049898
  nChanged 2
		SP:Iteration 123Q (169673.100000 sec): 3 clusters
  Score: Raw -792812.258146 + Penalty 2864.850495 = -789947.407651
  nChanged 3
		SP:Iteration 124Q (169673.210000 sec): 3 clusters
  Score: Raw -792813.366146 + Penalty 2864.850495 = -789948.515651
  nChanged 2
		SP:Iteration 125Q (169673.320000 sec): 3 clusters
  Score: Raw -792813.910265 + Penalty 2864.850495 = -789949.059771
  nChanged 2
		SP:Iteration 126Q (169673.420000 sec): 3 clusters
  Score: Raw -792815.475471 + Penalty 2864.850495 = -789950.624976
  nChanged 4
		SP:Iteration 127Q (169673.530000 sec): 3 clusters
  Score: Raw -792817.349518 + Penalty 2864.850495 = -789952.499023
  nChanged 5
		SP:Iteration 128Q (169673.640000 sec): 3 clusters
  Score: Raw -792819.941511 + Penalty 2864.850495 = -789955.091017
  nChanged 6
		SP:Iteration 129Q (169673.750000 sec): 3 clusters
  Score: Raw -792824.504724 + Penalty 2864.850495 = -789959.654229
  nChanged 5
		SP:Iteration 130Q (169673.860000 sec): 3 clusters
  Score: Raw -792827.061729 + Penalty 2864.850495 = -789962.211234
  nChanged 7
		SP:Iteration 131Q (169673.980000 sec): 3 clusters
  Score: Raw -792830.078115 + Penalty 2864.850495 = -789965.227620
  nChanged 8
		SP:Iteration 132Q (169674.090000 sec): 3 clusters
  Score: Raw -792832.700866 + Penalty 2864.850495 = -789967.850371
  nChanged 4
		SP:Iteration 133Q (169674.200000 sec): 3 clusters
  Score: Raw -792834.166603 + Penalty 2864.850495 = -789969.316108
  nChanged 3
		SP:Iteration 134Q (169674.320000 sec): 3 clusters
  Score: Raw -792835.221105 + Penalty 2864.850495 = -789970.370611
  nChanged 2
		SP:Iteration 135Q (169674.440000 sec): 3 clusters
  Score: Raw -792835.743762 + Penalty 2864.850495 = -789970.893267
  nChanged 3
		SP:Iteration 136Q (169674.550000 sec): 3 clusters
  Score: Raw -792837.222621 + Penalty 2864.850495 = -789972.372126
  nChanged 4
		SP:Iteration 137Q (169674.700000 sec): 3 clusters
  Score: Raw -792838.889763 + Penalty 2864.850495 = -789974.039268
  nChanged 3
		SP:Iteration 138Q (169674.820000 sec): 3 clusters
  Score: Raw -792840.493915 + Penalty 2864.850495 = -789975.643420
  nChanged 4
		SP:Iteration 139Q (169674.930000 sec): 3 clusters
  Score: Raw -792842.547820 + Penalty 2864.850495 = -789977.697325
  nChanged 5
		SP:Iteration 140F (169675.050000 sec): 3 clusters
  Score: Raw -792845.059679 + Penalty 2864.850495 = -789980.209184
  nChanged 1
		SP:Iteration 141Q (169675.160000 sec): 3 clusters
  Score: Raw -792845.822149 + Penalty 2864.850495 = -789980.971654
  nChanged 1
		SP:Iteration 142Q (169675.260000 sec): 3 clusters
  Score: Raw -792846.078921 + Penalty 2864.850495 = -789981.228426
  nChanged 1
		SP:Iteration 143Q (169675.370000 sec): 3 clusters
  Score: Raw -792846.463478 + Penalty 2864.850495 = -789981.612983
  nChanged 0
		SP:Iteration 144F (169675.480000 sec): 3 clusters
  Score: Raw -792846.463478 + Penalty 2864.850495 = -789981.612983
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 78 (4821 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169675.560000 sec): 2 clusters
  Score: Raw -546238.960452 + Penalty 1378.119706 = -544860.840746
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169675.650000 sec): 3 clusters
  Score: Raw -543782.807807 + Penalty 2756.239413 = -541026.568395
  nChanged 1974
		SP:Iteration 1F (169675.740000 sec): 3 clusters
  Score: Raw -544915.357805 + Penalty 2756.239413 = -542159.118393
  nChanged 460
		SP:Iteration 2F (169675.830000 sec): 3 clusters
  Score: Raw -545327.177366 + Penalty 2756.239413 = -542570.937954
  nChanged 449
		SP:Iteration 3F (169675.910000 sec): 3 clusters
  Score: Raw -545772.663921 + Penalty 2756.239413 = -543016.424509
  nChanged 388
		SP:Iteration 4F (169676.000000 sec): 3 clusters
  Score: Raw -546151.572776 + Penalty 2756.239413 = -543395.333363
  nChanged 303
		SP:Iteration 5F (169676.090000 sec): 3 clusters
  Score: Raw -546401.378987 + Penalty 2756.239413 = -543645.139575
  nChanged 207
		SP:Iteration 6Q (169676.170000 sec): 3 clusters
  Score: Raw -546538.136701 + Penalty 2756.239413 = -543781.897288
  nChanged 142
		SP:Iteration 7Q (169676.260000 sec): 3 clusters
  Score: Raw -546612.424212 + Penalty 2756.239413 = -543856.184799
  nChanged 97
		SP:Iteration 8Q (169676.350000 sec): 3 clusters
  Score: Raw -546666.419113 + Penalty 2756.239413 = -543910.179700
  nChanged 77
		SP:Iteration 9Q (169676.430000 sec): 3 clusters
  Score: Raw -546699.768145 + Penalty 2756.239413 = -543943.528732
  nChanged 61
		SP:Iteration 10Q (169676.520000 sec): 3 clusters
  Score: Raw -546730.628355 + Penalty 2756.239413 = -543974.388943
  nChanged 58
		SP:Iteration 11Q (169676.600000 sec): 3 clusters
  Score: Raw -546756.912300 + Penalty 2756.239413 = -544000.672888
  nChanged 52
		SP:Iteration 12Q (169676.690000 sec): 3 clusters
  Score: Raw -546780.974800 + Penalty 2756.239413 = -544024.735387
  nChanged 44
		SP:Iteration 13Q (169676.770000 sec): 3 clusters
  Score: Raw -546800.094150 + Penalty 2756.239413 = -544043.854738
  nChanged 45
		SP:Iteration 14Q (169676.860000 sec): 3 clusters
  Score: Raw -546824.121823 + Penalty 2756.239413 = -544067.882410
  nChanged 53
		SP:Iteration 15Q (169676.940000 sec): 3 clusters
  Score: Raw -546854.044434 + Penalty 2756.239413 = -544097.805021
  nChanged 52
		SP:Iteration 16Q (169677.030000 sec): 3 clusters
  Score: Raw -546883.752215 + Penalty 2756.239413 = -544127.512802
  nChanged 51
		SP:Iteration 17Q (169677.110000 sec): 3 clusters
  Score: Raw -546915.862178 + Penalty 2756.239413 = -544159.622766
  nChanged 51
		SP:Iteration 18Q (169677.200000 sec): 3 clusters
  Score: Raw -546948.884648 + Penalty 2756.239413 = -544192.645235
  nChanged 52
		SP:Iteration 19Q (169677.280000 sec): 3 clusters
  Score: Raw -546980.507992 + Penalty 2756.239413 = -544224.268579
  nChanged 47
		SP:Iteration 20F (169677.370000 sec): 3 clusters
  Score: Raw -547008.121372 + Penalty 2756.239413 = -544251.881960
  nChanged 23
		SP:Iteration 21Q (169677.450000 sec): 3 clusters
  Score: Raw -547018.067288 + Penalty 2756.239413 = -544261.827876
  nChanged 10
		SP:Iteration 22Q (169677.530000 sec): 3 clusters
  Score: Raw -547020.891775 + Penalty 2756.239413 = -544264.652363
  nChanged 10
		SP:Iteration 23Q (169677.620000 sec): 3 clusters
  Score: Raw -547025.527946 + Penalty 2756.239413 = -544269.288534
  nChanged 10
		SP:Iteration 24Q (169677.710000 sec): 3 clusters
  Score: Raw -547030.156746 + Penalty 2756.239413 = -544273.917333
  nChanged 15
		SP:Iteration 25Q (169677.790000 sec): 3 clusters
  Score: Raw -547037.610283 + Penalty 2756.239413 = -544281.370870
  nChanged 19
		SP:Iteration 26Q (169677.870000 sec): 3 clusters
  Score: Raw -547048.120196 + Penalty 2756.239413 = -544291.880784
  nChanged 13
		SP:Iteration 27Q (169677.950000 sec): 3 clusters
  Score: Raw -547055.790768 + Penalty 2756.239413 = -544299.551355
  nChanged 15
		SP:Iteration 28Q (169678.040000 sec): 3 clusters
  Score: Raw -547062.828306 + Penalty 2756.239413 = -544306.588893
  nChanged 12
		SP:Iteration 29Q (169678.120000 sec): 3 clusters
  Score: Raw -547068.237633 + Penalty 2756.239413 = -544311.998221
  nChanged 4
		SP:Iteration 30Q (169678.210000 sec): 3 clusters
  Score: Raw -547069.559436 + Penalty 2756.239413 = -544313.320023
  nChanged 2
		SP:Iteration 31Q (169678.290000 sec): 3 clusters
  Score: Raw -547069.904411 + Penalty 2756.239413 = -544313.664998
  nChanged 1
		SP:Iteration 32Q (169678.370000 sec): 3 clusters
  Score: Raw -547070.203507 + Penalty 2756.239413 = -544313.964094
  nChanged 1
		SP:Iteration 33Q (169678.450000 sec): 3 clusters
  Score: Raw -547070.454942 + Penalty 2756.239413 = -544314.215529
  nChanged 0
		SP:Iteration 34F (169678.540000 sec): 3 clusters
  Score: Raw -547070.454942 + Penalty 2756.239413 = -544314.215529
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 79 (5061 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169678.620000 sec): 2 clusters
  Score: Raw -603819.831643 + Penalty 1386.014398 = -602433.817245
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169678.720000 sec): 3 clusters
  Score: Raw -601106.374512 + Penalty 2772.028796 = -598334.345717
  nChanged 2090
		SP:Iteration 1F (169678.810000 sec): 3 clusters
  Score: Raw -602273.431636 + Penalty 2772.028796 = -599501.402840
  nChanged 391
		SP:Iteration 2F (169678.900000 sec): 3 clusters
  Score: Raw -602491.531410 + Penalty 2772.028796 = -599719.502615
  nChanged 304
		SP:Iteration 3F (169678.990000 sec): 3 clusters
  Score: Raw -602682.104038 + Penalty 2772.028796 = -599910.075242
  nChanged 302
		SP:Iteration 4F (169679.090000 sec): 3 clusters
  Score: Raw -602882.075905 + Penalty 2772.028796 = -600110.047110
  nChanged 284
		SP:Iteration 5F (169679.170000 sec): 3 clusters
  Score: Raw -603099.259436 + Penalty 2772.028796 = -600327.230641
  nChanged 280
		SP:Iteration 6F (169679.270000 sec): 3 clusters
  Score: Raw -603322.109037 + Penalty 2772.028796 = -600550.080241
  nChanged 222
		SP:Iteration 7Q (169679.350000 sec): 3 clusters
  Score: Raw -603507.880910 + Penalty 2772.028796 = -600735.852114
  nChanged 168
		SP:Iteration 8Q (169679.450000 sec): 3 clusters
  Score: Raw -603657.378287 + Penalty 2772.028796 = -600885.349491
  nChanged 128
		SP:Iteration 9Q (169679.530000 sec): 3 clusters
  Score: Raw -603770.135754 + Penalty 2772.028796 = -600998.106958
  nChanged 77
		SP:Iteration 10Q (169679.630000 sec): 3 clusters
  Score: Raw -603837.937013 + Penalty 2772.028796 = -601065.908218
  nChanged 46
		SP:Iteration 11Q (169679.710000 sec): 3 clusters
  Score: Raw -603885.128255 + Penalty 2772.028796 = -601113.099460
  nChanged 30
		SP:Iteration 12Q (169679.800000 sec): 3 clusters
  Score: Raw -603911.150457 + Penalty 2772.028796 = -601139.121661
  nChanged 22
		SP:Iteration 13Q (169679.890000 sec): 3 clusters
  Score: Raw -603937.213462 + Penalty 2772.028796 = -601165.184667
  nChanged 19
		SP:Iteration 14Q (169679.970000 sec): 3 clusters
  Score: Raw -603956.731207 + Penalty 2772.028796 = -601184.702411
  nChanged 17
		SP:Iteration 15Q (169680.060000 sec): 3 clusters
  Score: Raw -603971.634787 + Penalty 2772.028796 = -601199.605991
  nChanged 10
		SP:Iteration 16Q (169680.150000 sec): 3 clusters
  Score: Raw -603977.317277 + Penalty 2772.028796 = -601205.288482
  nChanged 7
		SP:Iteration 17Q (169680.230000 sec): 3 clusters
  Score: Raw -603984.703169 + Penalty 2772.028796 = -601212.674374
  nChanged 7
		SP:Iteration 18Q (169680.320000 sec): 3 clusters
  Score: Raw -603991.462067 + Penalty 2772.028796 = -601219.433272
  nChanged 6
		SP:Iteration 19Q (169680.410000 sec): 3 clusters
  Score: Raw -603999.444377 + Penalty 2772.028796 = -601227.415582
  nChanged 8
		SP:Iteration 20F (169680.500000 sec): 3 clusters
  Score: Raw -604005.791744 + Penalty 2772.028796 = -601233.762948
  nChanged 5
		SP:Iteration 21Q (169680.590000 sec): 3 clusters
  Score: Raw -604009.529785 + Penalty 2772.028796 = -601237.500989
  nChanged 1
		SP:Iteration 22Q (169680.670000 sec): 3 clusters
  Score: Raw -604010.414935 + Penalty 2772.028796 = -601238.386140
  nChanged 0
		SP:Iteration 23F (169680.760000 sec): 3 clusters
  Score: Raw -604010.414935 + Penalty 2772.028796 = -601238.386140
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 80 (2105 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169680.830000 sec): 2 clusters
  Score: Raw -232581.344607 + Penalty 1243.461496 = -231337.883111
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169680.870000 sec): 3 clusters
  Score: Raw -231711.959516 + Penalty 2486.922992 = -229225.036523
  nChanged 771
		SP:Iteration 1F (169680.910000 sec): 3 clusters
  Score: Raw -232345.574803 + Penalty 2486.922992 = -229858.651811
  nChanged 217
		SP:Iteration 2F (169680.950000 sec): 3 clusters
  Score: Raw -232597.892777 + Penalty 2486.922992 = -230110.969784
  nChanged 129
		SP:Iteration 3F (169680.990000 sec): 3 clusters
  Score: Raw -232755.325617 + Penalty 2486.922992 = -230268.402625
  nChanged 113
		SP:Iteration 4F (169681.030000 sec): 3 clusters
  Score: Raw -232904.750019 + Penalty 2486.922992 = -230417.827027
  nChanged 78
		SP:Iteration 5Q (169681.060000 sec): 3 clusters
  Score: Raw -233014.666750 + Penalty 2486.922992 = -230527.743757
  nChanged 84
		SP:Iteration 6Q (169681.100000 sec): 3 clusters
  Score: Raw -233098.355865 + Penalty 2486.922992 = -230611.432872
  nChanged 54
		SP:Iteration 7Q (169681.140000 sec): 3 clusters
  Score: Raw -233139.165241 + Penalty 2486.922992 = -230652.242248
  nChanged 31
		SP:Iteration 8Q (169681.180000 sec): 3 clusters
  Score: Raw -233162.930811 + Penalty 2486.922992 = -230676.007818
  nChanged 26
		SP:Iteration 9Q (169681.210000 sec): 3 clusters
  Score: Raw -233183.330594 + Penalty 2486.922992 = -230696.407602
  nChanged 29
		SP:Iteration 10Q (169681.250000 sec): 3 clusters
  Score: Raw -233204.008394 + Penalty 2486.922992 = -230717.085401
  nChanged 26
		SP:Iteration 11Q (169681.290000 sec): 3 clusters
  Score: Raw -233221.810481 + Penalty 2486.922992 = -230734.887488
  nChanged 19
		SP:Iteration 12Q (169681.330000 sec): 3 clusters
  Score: Raw -233231.664933 + Penalty 2486.922992 = -230744.741940
  nChanged 8
		SP:Iteration 13Q (169681.370000 sec): 3 clusters
  Score: Raw -233234.509521 + Penalty 2486.922992 = -230747.586529
  nChanged 11
		SP:Iteration 14Q (169681.410000 sec): 3 clusters
  Score: Raw -233240.685184 + Penalty 2486.922992 = -230753.762192
  nChanged 12
		SP:Iteration 15Q (169681.440000 sec): 3 clusters
  Score: Raw -233246.876676 + Penalty 2486.922992 = -230759.953684
  nChanged 11
		SP:Iteration 16Q (169681.480000 sec): 3 clusters
  Score: Raw -233259.386529 + Penalty 2486.922992 = -230772.463536
  nChanged 15
		SP:Iteration 17Q (169681.520000 sec): 3 clusters
  Score: Raw -233266.398422 + Penalty 2486.922992 = -230779.475429
  nChanged 9
		SP:Iteration 18Q (169681.560000 sec): 3 clusters
  Score: Raw -233271.605606 + Penalty 2486.922992 = -230784.682613
  nChanged 6
		SP:Iteration 19Q (169681.590000 sec): 3 clusters
  Score: Raw -233274.028170 + Penalty 2486.922992 = -230787.105178
  nChanged 6
		SP:Iteration 20F (169681.630000 sec): 3 clusters
  Score: Raw -233276.638970 + Penalty 2486.922992 = -230789.715977
  nChanged 5
		SP:Iteration 21Q (169681.680000 sec): 3 clusters
  Score: Raw -233278.196100 + Penalty 2486.922992 = -230791.273107
  nChanged 6
		SP:Iteration 22Q (169681.710000 sec): 3 clusters
  Score: Raw -233280.298413 + Penalty 2486.922992 = -230793.375420
  nChanged 2
		SP:Iteration 23Q (169681.750000 sec): 3 clusters
  Score: Raw -233281.224950 + Penalty 2486.922992 = -230794.301957
  nChanged 4
		SP:Iteration 24Q (169681.790000 sec): 3 clusters
  Score: Raw -233282.605677 + Penalty 2486.922992 = -230795.682685
  nChanged 1
		SP:Iteration 25Q (169681.830000 sec): 3 clusters
  Score: Raw -233283.191223 + Penalty 2486.922992 = -230796.268231
  nChanged 2
		SP:Iteration 26Q (169681.870000 sec): 3 clusters
  Score: Raw -233283.926154 + Penalty 2486.922992 = -230797.003162
  nChanged 3
		SP:Iteration 27Q (169681.900000 sec): 3 clusters
  Score: Raw -233285.089420 + Penalty 2486.922992 = -230798.166427
  nChanged 2
		SP:Iteration 28Q (169681.940000 sec): 3 clusters
  Score: Raw -233285.687237 + Penalty 2486.922992 = -230798.764244
  nChanged 1
		SP:Iteration 29Q (169681.980000 sec): 3 clusters
  Score: Raw -233285.878074 + Penalty 2486.922992 = -230798.955081
  nChanged 2
		SP:Iteration 30Q (169682.010000 sec): 3 clusters
  Score: Raw -233286.892554 + Penalty 2486.922992 = -230799.969562
  nChanged 0
		SP:Iteration 31F (169682.050000 sec): 3 clusters
  Score: Raw -233286.892554 + Penalty 2486.922992 = -230799.969562
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 81 (2133 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169682.120000 sec): 2 clusters
  Score: Raw -223215.919074 + Penalty 1245.608767 = -221970.310308
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169682.160000 sec): 3 clusters
  Score: Raw -222314.014395 + Penalty 2491.217534 = -219822.796861
  nChanged 786
		SP:Iteration 1F (169682.200000 sec): 3 clusters
  Score: Raw -222864.900038 + Penalty 2491.217534 = -220373.682504
  nChanged 171
		SP:Iteration 2F (169682.240000 sec): 3 clusters
  Score: Raw -223010.489525 + Penalty 2491.217534 = -220519.271991
  nChanged 120
		SP:Iteration 3F (169682.280000 sec): 3 clusters
  Score: Raw -223135.885551 + Penalty 2491.217534 = -220644.668018
  nChanged 95
		SP:Iteration 4Q (169682.320000 sec): 3 clusters
  Score: Raw -223241.294456 + Penalty 2491.217534 = -220750.076922
  nChanged 82
		SP:Iteration 5Q (169682.350000 sec): 3 clusters
  Score: Raw -223324.716245 + Penalty 2491.217534 = -220833.498711
  nChanged 81
		SP:Iteration 6Q (169682.390000 sec): 3 clusters
  Score: Raw -223417.765722 + Penalty 2491.217534 = -220926.548188
  nChanged 80
		SP:Iteration 7Q (169682.430000 sec): 3 clusters
  Score: Raw -223501.537391 + Penalty 2491.217534 = -221010.319858
  nChanged 72
		SP:Iteration 8Q (169682.470000 sec): 3 clusters
  Score: Raw -223570.360613 + Penalty 2491.217534 = -221079.143080
  nChanged 53
		SP:Iteration 9Q (169682.510000 sec): 3 clusters
  Score: Raw -223620.699952 + Penalty 2491.217534 = -221129.482419
  nChanged 47
		SP:Iteration 10Q (169682.550000 sec): 3 clusters
  Score: Raw -223662.660474 + Penalty 2491.217534 = -221171.442940
  nChanged 46
		SP:Iteration 11Q (169682.590000 sec): 3 clusters
  Score: Raw -223706.810082 + Penalty 2491.217534 = -221215.592548
  nChanged 42
		SP:Iteration 12Q (169682.630000 sec): 3 clusters
  Score: Raw -223733.429425 + Penalty 2491.217534 = -221242.211891
  nChanged 34
		SP:Iteration 13Q (169682.670000 sec): 3 clusters
  Score: Raw -223759.594220 + Penalty 2491.217534 = -221268.376686
  nChanged 33
		SP:Iteration 14Q (169682.710000 sec): 3 clusters
  Score: Raw -223780.913297 + Penalty 2491.217534 = -221289.695764
  nChanged 24
		SP:Iteration 15Q (169682.740000 sec): 3 clusters
  Score: Raw -223797.511876 + Penalty 2491.217534 = -221306.294343
  nChanged 20
		SP:Iteration 16Q (169682.780000 sec): 3 clusters
  Score: Raw -223811.306796 + Penalty 2491.217534 = -221320.089263
  nChanged 20
		SP:Iteration 17Q (169682.820000 sec): 3 clusters
  Score: Raw -223826.448274 + Penalty 2491.217534 = -221335.230741
  nChanged 12
		SP:Iteration 18Q (169682.860000 sec): 3 clusters
  Score: Raw -223833.592187 + Penalty 2491.217534 = -221342.374653
  nChanged 5
		SP:Iteration 19Q (169682.900000 sec): 3 clusters
  Score: Raw -223837.717096 + Penalty 2491.217534 = -221346.499562
  nChanged 5
		SP:Iteration 20F (169682.940000 sec): 3 clusters
  Score: Raw -223839.791185 + Penalty 2491.217534 = -221348.573651
  nChanged 4
		SP:Iteration 21Q (169682.970000 sec): 3 clusters
  Score: Raw -223842.262411 + Penalty 2491.217534 = -221351.044878
  nChanged 4
		SP:Iteration 22Q (169683.010000 sec): 3 clusters
  Score: Raw -223843.726770 + Penalty 2491.217534 = -221352.509237
  nChanged 4
		SP:Iteration 23Q (169683.050000 sec): 3 clusters
  Score: Raw -223844.892441 + Penalty 2491.217534 = -221353.674908
  nChanged 0
		SP:Iteration 24F (169683.090000 sec): 3 clusters
  Score: Raw -223844.892441 + Penalty 2491.217534 = -221353.674908
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 82 (4100 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169683.170000 sec): 2 clusters
  Score: Raw -464426.655011 + Penalty 1351.795616 = -463074.859395
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169683.250000 sec): 3 clusters
  Score: Raw -462355.022424 + Penalty 2703.591232 = -459651.431192
  nChanged 1620
		SP:Iteration 1F (169683.320000 sec): 3 clusters
  Score: Raw -463411.737104 + Penalty 2703.591232 = -460708.145872
  nChanged 350
		SP:Iteration 2F (169683.390000 sec): 3 clusters
  Score: Raw -463694.149737 + Penalty 2703.591232 = -460990.558505
  nChanged 273
		SP:Iteration 3F (169683.470000 sec): 3 clusters
  Score: Raw -463916.336569 + Penalty 2703.591232 = -461212.745337
  nChanged 235
		SP:Iteration 4F (169683.540000 sec): 3 clusters
  Score: Raw -464104.092650 + Penalty 2703.591232 = -461400.501417
  nChanged 207
		SP:Iteration 5F (169683.610000 sec): 3 clusters
  Score: Raw -464261.588323 + Penalty 2703.591232 = -461557.997091
  nChanged 184
		SP:Iteration 6Q (169683.690000 sec): 3 clusters
  Score: Raw -464369.796465 + Penalty 2703.591232 = -461666.205232
  nChanged 141
		SP:Iteration 7Q (169683.760000 sec): 3 clusters
  Score: Raw -464457.825686 + Penalty 2703.591232 = -461754.234454
  nChanged 126
		SP:Iteration 8Q (169683.830000 sec): 3 clusters
  Score: Raw -464517.308249 + Penalty 2703.591232 = -461813.717017
  nChanged 88
		SP:Iteration 9Q (169683.910000 sec): 3 clusters
  Score: Raw -464554.881573 + Penalty 2703.591232 = -461851.290341
  nChanged 72
		SP:Iteration 10Q (169683.980000 sec): 3 clusters
  Score: Raw -464586.793947 + Penalty 2703.591232 = -461883.202714
  nChanged 66
		SP:Iteration 11Q (169684.060000 sec): 3 clusters
  Score: Raw -464621.474139 + Penalty 2703.591232 = -461917.882907
  nChanged 61
		SP:Iteration 12Q (169684.130000 sec): 3 clusters
  Score: Raw -464651.468365 + Penalty 2703.591232 = -461947.877133
  nChanged 55
		SP:Iteration 13Q (169684.200000 sec): 3 clusters
  Score: Raw -464673.221631 + Penalty 2703.591232 = -461969.630399
  nChanged 41
		SP:Iteration 14Q (169684.270000 sec): 3 clusters
  Score: Raw -464689.276693 + Penalty 2703.591232 = -461985.685461
  nChanged 36
		SP:Iteration 15Q (169684.350000 sec): 3 clusters
  Score: Raw -464702.123504 + Penalty 2703.591232 = -461998.532272
  nChanged 33
		SP:Iteration 16Q (169684.420000 sec): 3 clusters
  Score: Raw -464714.351501 + Penalty 2703.591232 = -462010.760269
  nChanged 25
		SP:Iteration 17Q (169684.490000 sec): 3 clusters
  Score: Raw -464721.821905 + Penalty 2703.591232 = -462018.230673
  nChanged 21
		SP:Iteration 18Q (169684.570000 sec): 3 clusters
  Score: Raw -464728.699061 + Penalty 2703.591232 = -462025.107828
  nChanged 17
		SP:Iteration 19Q (169684.640000 sec): 3 clusters
  Score: Raw -464734.760748 + Penalty 2703.591232 = -462031.169516
  nChanged 16
		SP:Iteration 20F (169684.710000 sec): 3 clusters
  Score: Raw -464742.486703 + Penalty 2703.591232 = -462038.895471
  nChanged 8
		SP:Iteration 21Q (169684.790000 sec): 3 clusters
  Score: Raw -464747.558560 + Penalty 2703.591232 = -462043.967328
  nChanged 13
		SP:Iteration 22Q (169684.860000 sec): 3 clusters
  Score: Raw -464752.605878 + Penalty 2703.591232 = -462049.014646
  nChanged 16
		SP:Iteration 23Q (169684.930000 sec): 3 clusters
  Score: Raw -464758.279139 + Penalty 2703.591232 = -462054.687906
  nChanged 16
		SP:Iteration 24Q (169685.010000 sec): 3 clusters
  Score: Raw -464765.460375 + Penalty 2703.591232 = -462061.869143
  nChanged 16
		SP:Iteration 25Q (169685.080000 sec): 3 clusters
  Score: Raw -464772.010698 + Penalty 2703.591232 = -462068.419465
  nChanged 12
		SP:Iteration 26Q (169685.150000 sec): 3 clusters
  Score: Raw -464777.426577 + Penalty 2703.591232 = -462073.835345
  nChanged 15
		SP:Iteration 27Q (169685.230000 sec): 3 clusters
  Score: Raw -464781.256721 + Penalty 2703.591232 = -462077.665489
  nChanged 10
		SP:Iteration 28Q (169685.300000 sec): 3 clusters
  Score: Raw -464784.715335 + Penalty 2703.591232 = -462081.124103
  nChanged 8
		SP:Iteration 29Q (169685.370000 sec): 3 clusters
  Score: Raw -464787.452129 + Penalty 2703.591232 = -462083.860897
  nChanged 8
		SP:Iteration 30Q (169685.450000 sec): 3 clusters
  Score: Raw -464790.827784 + Penalty 2703.591232 = -462087.236552
  nChanged 7
		SP:Iteration 31Q (169685.520000 sec): 3 clusters
  Score: Raw -464793.471908 + Penalty 2703.591232 = -462089.880676
  nChanged 10
		SP:Iteration 32Q (169685.590000 sec): 3 clusters
  Score: Raw -464795.624328 + Penalty 2703.591232 = -462092.033095
  nChanged 6
		SP:Iteration 33Q (169685.670000 sec): 3 clusters
  Score: Raw -464797.569622 + Penalty 2703.591232 = -462093.978390
  nChanged 9
		SP:Iteration 34Q (169685.740000 sec): 3 clusters
  Score: Raw -464800.066168 + Penalty 2703.591232 = -462096.474936
  nChanged 14
		SP:Iteration 35Q (169685.810000 sec): 3 clusters
  Score: Raw -464803.408799 + Penalty 2703.591232 = -462099.817567
  nChanged 12
		SP:Iteration 36Q (169685.890000 sec): 3 clusters
  Score: Raw -464807.153111 + Penalty 2703.591232 = -462103.561879
  nChanged 13
		SP:Iteration 37Q (169685.960000 sec): 3 clusters
  Score: Raw -464812.264673 + Penalty 2703.591232 = -462108.673441
  nChanged 14
		SP:Iteration 38Q (169686.030000 sec): 3 clusters
  Score: Raw -464817.125926 + Penalty 2703.591232 = -462113.534694
  nChanged 15
		SP:Iteration 39Q (169686.110000 sec): 3 clusters
  Score: Raw -464821.613518 + Penalty 2703.591232 = -462118.022286
  nChanged 15
		SP:Iteration 40F (169686.180000 sec): 3 clusters
  Score: Raw -464826.897577 + Penalty 2703.591232 = -462123.306345
  nChanged 10
		SP:Iteration 41Q (169686.250000 sec): 3 clusters
  Score: Raw -464830.515859 + Penalty 2703.591232 = -462126.924627
  nChanged 12
		SP:Iteration 42Q (169686.330000 sec): 3 clusters
  Score: Raw -464833.537264 + Penalty 2703.591232 = -462129.946032
  nChanged 12
		SP:Iteration 43Q (169686.400000 sec): 3 clusters
  Score: Raw -464837.900684 + Penalty 2703.591232 = -462134.309452
  nChanged 10
		SP:Iteration 44Q (169686.470000 sec): 3 clusters
  Score: Raw -464840.175407 + Penalty 2703.591232 = -462136.584175
  nChanged 8
		SP:Iteration 45Q (169686.540000 sec): 3 clusters
  Score: Raw -464842.570341 + Penalty 2703.591232 = -462138.979109
  nChanged 12
		SP:Iteration 46Q (169686.610000 sec): 3 clusters
  Score: Raw -464848.170667 + Penalty 2703.591232 = -462144.579435
  nChanged 14
		SP:Iteration 47Q (169686.690000 sec): 3 clusters
  Score: Raw -464852.780968 + Penalty 2703.591232 = -462149.189736
  nChanged 9
		SP:Iteration 48Q (169686.760000 sec): 3 clusters
  Score: Raw -464856.840241 + Penalty 2703.591232 = -462153.249009
  nChanged 12
		SP:Iteration 49Q (169686.830000 sec): 3 clusters
  Score: Raw -464862.853334 + Penalty 2703.591232 = -462159.262102
  nChanged 15
		SP:Iteration 50Q (169686.910000 sec): 3 clusters
  Score: Raw -464868.108742 + Penalty 2703.591232 = -462164.517510
  nChanged 15
		SP:Iteration 51Q (169686.980000 sec): 3 clusters
  Score: Raw -464876.460303 + Penalty 2703.591232 = -462172.869071
  nChanged 10
		SP:Iteration 52Q (169687.050000 sec): 3 clusters
  Score: Raw -464879.847142 + Penalty 2703.591232 = -462176.255910
  nChanged 5
		SP:Iteration 53Q (169687.120000 sec): 3 clusters
  Score: Raw -464881.119643 + Penalty 2703.591232 = -462177.528411
  nChanged 4
		SP:Iteration 54Q (169687.190000 sec): 3 clusters
  Score: Raw -464883.178105 + Penalty 2703.591232 = -462179.586873
  nChanged 2
		SP:Iteration 55Q (169687.270000 sec): 3 clusters
  Score: Raw -464883.915546 + Penalty 2703.591232 = -462180.324314
  nChanged 2
		SP:Iteration 56Q (169687.340000 sec): 3 clusters
  Score: Raw -464884.410178 + Penalty 2703.591232 = -462180.818946
  nChanged 1
		SP:Iteration 57Q (169687.410000 sec): 3 clusters
  Score: Raw -464884.652408 + Penalty 2703.591232 = -462181.061176
  nChanged 1
		SP:Iteration 58Q (169687.490000 sec): 3 clusters
  Score: Raw -464884.930197 + Penalty 2703.591232 = -462181.338965
  nChanged 2
		SP:Iteration 59Q (169687.560000 sec): 3 clusters
  Score: Raw -464885.288359 + Penalty 2703.591232 = -462181.697127
  nChanged 1
		SP:Iteration 60F (169687.630000 sec): 3 clusters
  Score: Raw -464885.416672 + Penalty 2703.591232 = -462181.825440
  nChanged 1
		SP:Iteration 61Q (169687.700000 sec): 3 clusters
  Score: Raw -464885.680612 + Penalty 2703.591232 = -462182.089380
  nChanged 1
		SP:Iteration 62Q (169687.780000 sec): 3 clusters
  Score: Raw -464886.244382 + Penalty 2703.591232 = -462182.653150
  nChanged 2
		SP:Iteration 63Q (169687.850000 sec): 3 clusters
  Score: Raw -464886.660595 + Penalty 2703.591232 = -462183.069362
  nChanged 2
		SP:Iteration 64Q (169687.920000 sec): 3 clusters
  Score: Raw -464887.631036 + Penalty 2703.591232 = -462184.039804
  nChanged 2
		SP:Iteration 65Q (169687.990000 sec): 3 clusters
  Score: Raw -464888.518413 + Penalty 2703.591232 = -462184.927181
  nChanged 1
		SP:Iteration 66Q (169688.070000 sec): 3 clusters
  Score: Raw -464888.696514 + Penalty 2703.591232 = -462185.105282
  nChanged 0
		SP:Iteration 67F (169688.140000 sec): 3 clusters
  Score: Raw -464888.696514 + Penalty 2703.591232 = -462185.105282
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 83 (3485 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169688.210000 sec): 2 clusters
  Score: Raw -432715.931899 + Penalty 1325.386290 = -431390.545609
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169688.280000 sec): 3 clusters
  Score: Raw -431027.589538 + Penalty 2650.772580 = -428376.816958
  nChanged 1341
		SP:Iteration 1F (169688.350000 sec): 3 clusters
  Score: Raw -431787.967556 + Penalty 2650.772580 = -429137.194975
  nChanged 260
		SP:Iteration 2F (169688.410000 sec): 3 clusters
  Score: Raw -431946.150184 + Penalty 2650.772580 = -429295.377604
  nChanged 193
		SP:Iteration 3F (169688.480000 sec): 3 clusters
  Score: Raw -432059.141573 + Penalty 2650.772580 = -429408.368993
  nChanged 155
		SP:Iteration 4Q (169688.540000 sec): 3 clusters
  Score: Raw -432160.040592 + Penalty 2650.772580 = -429509.268012
  nChanged 134
		SP:Iteration 5Q (169688.600000 sec): 3 clusters
  Score: Raw -432242.594179 + Penalty 2650.772580 = -429591.821599
  nChanged 115
		SP:Iteration 6Q (169688.670000 sec): 3 clusters
  Score: Raw -432314.728234 + Penalty 2650.772580 = -429663.955654
  nChanged 104
		SP:Iteration 7Q (169688.730000 sec): 3 clusters
  Score: Raw -432371.485181 + Penalty 2650.772580 = -429720.712601
  nChanged 94
		SP:Iteration 8Q (169688.790000 sec): 3 clusters
  Score: Raw -432421.372900 + Penalty 2650.772580 = -429770.600320
  nChanged 76
		SP:Iteration 9Q (169688.860000 sec): 3 clusters
  Score: Raw -432457.928566 + Penalty 2650.772580 = -429807.155986
  nChanged 70
		SP:Iteration 10Q (169688.920000 sec): 3 clusters
  Score: Raw -432488.282592 + Penalty 2650.772580 = -429837.510012
  nChanged 59
		SP:Iteration 11Q (169688.990000 sec): 3 clusters
  Score: Raw -432519.788380 + Penalty 2650.772580 = -429869.015800
  nChanged 55
		SP:Iteration 12Q (169689.050000 sec): 3 clusters
  Score: Raw -432553.551057 + Penalty 2650.772580 = -429902.778477
  nChanged 65
		SP:Iteration 13Q (169689.110000 sec): 3 clusters
  Score: Raw -432584.403363 + Penalty 2650.772580 = -429933.630783
  nChanged 37
		SP:Iteration 14Q (169689.170000 sec): 3 clusters
  Score: Raw -432601.754663 + Penalty 2650.772580 = -429950.982083
  nChanged 38
		SP:Iteration 15Q (169689.240000 sec): 3 clusters
  Score: Raw -432619.091588 + Penalty 2650.772580 = -429968.319008
  nChanged 29
		SP:Iteration 16Q (169689.300000 sec): 3 clusters
  Score: Raw -432631.275590 + Penalty 2650.772580 = -429980.503010
  nChanged 23
		SP:Iteration 17Q (169689.360000 sec): 3 clusters
  Score: Raw -432645.058979 + Penalty 2650.772580 = -429994.286399
  nChanged 29
		SP:Iteration 18Q (169689.430000 sec): 3 clusters
  Score: Raw -432661.885118 + Penalty 2650.772580 = -430011.112538
  nChanged 29
		SP:Iteration 19Q (169689.490000 sec): 3 clusters
  Score: Raw -432678.644895 + Penalty 2650.772580 = -430027.872315
  nChanged 33
		SP:Iteration 20F (169689.550000 sec): 3 clusters
  Score: Raw -432698.344689 + Penalty 2650.772580 = -430047.572109
  nChanged 24
		SP:Iteration 21Q (169689.620000 sec): 3 clusters
  Score: Raw -432711.309193 + Penalty 2650.772580 = -430060.536613
  nChanged 12
		SP:Iteration 22Q (169689.680000 sec): 3 clusters
  Score: Raw -432717.825326 + Penalty 2650.772580 = -430067.052746
  nChanged 16
		SP:Iteration 23Q (169689.740000 sec): 3 clusters
  Score: Raw -432726.204018 + Penalty 2650.772580 = -430075.431438
  nChanged 20
		SP:Iteration 24Q (169689.810000 sec): 3 clusters
  Score: Raw -432740.048145 + Penalty 2650.772580 = -430089.275565
  nChanged 19
		SP:Iteration 25Q (169689.870000 sec): 3 clusters
  Score: Raw -432752.319035 + Penalty 2650.772580 = -430101.546455
  nChanged 16
		SP:Iteration 26Q (169689.930000 sec): 3 clusters
  Score: Raw -432764.651207 + Penalty 2650.772580 = -430113.878627
  nChanged 18
		SP:Iteration 27Q (169689.990000 sec): 3 clusters
  Score: Raw -432775.643592 + Penalty 2650.772580 = -430124.871012
  nChanged 16
		SP:Iteration 28Q (169690.050000 sec): 3 clusters
  Score: Raw -432787.607013 + Penalty 2650.772580 = -430136.834433
  nChanged 16
		SP:Iteration 29Q (169690.110000 sec): 3 clusters
  Score: Raw -432799.832958 + Penalty 2650.772580 = -430149.060378
  nChanged 18
		SP:Iteration 30Q (169690.180000 sec): 3 clusters
  Score: Raw -432810.304099 + Penalty 2650.772580 = -430159.531519
  nChanged 15
		SP:Iteration 31Q (169690.240000 sec): 3 clusters
  Score: Raw -432819.747272 + Penalty 2650.772580 = -430168.974692
  nChanged 14
		SP:Iteration 32Q (169690.300000 sec): 3 clusters
  Score: Raw -432826.967467 + Penalty 2650.772580 = -430176.194887
  nChanged 10
		SP:Iteration 33Q (169690.360000 sec): 3 clusters
  Score: Raw -432833.183574 + Penalty 2650.772580 = -430182.410994
  nChanged 11
		SP:Iteration 34Q (169690.420000 sec): 3 clusters
  Score: Raw -432839.496681 + Penalty 2650.772580 = -430188.724101
  nChanged 13
		SP:Iteration 35Q (169690.490000 sec): 3 clusters
  Score: Raw -432848.943399 + Penalty 2650.772580 = -430198.170819
  nChanged 10
		SP:Iteration 36Q (169690.550000 sec): 3 clusters
  Score: Raw -432854.941884 + Penalty 2650.772580 = -430204.169304
  nChanged 4
		SP:Iteration 37Q (169690.610000 sec): 3 clusters
  Score: Raw -432856.913108 + Penalty 2650.772580 = -430206.140528
  nChanged 1
		SP:Iteration 38Q (169690.670000 sec): 3 clusters
  Score: Raw -432857.512957 + Penalty 2650.772580 = -430206.740377
  nChanged 1
		SP:Iteration 39Q (169690.730000 sec): 3 clusters
  Score: Raw -432857.905848 + Penalty 2650.772580 = -430207.133268
  nChanged 1
		SP:Iteration 40F (169690.790000 sec): 3 clusters
  Score: Raw -432858.246207 + Penalty 2650.772580 = -430207.473627
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 84 (2478 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169690.860000 sec): 2 clusters
  Score: Raw -285429.655240 + Penalty 1269.971148 = -284159.684092
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169690.910000 sec): 3 clusters
  Score: Raw -284295.009959 + Penalty 2539.942295 = -281755.067664
  nChanged 922
		SP:Iteration 1F (169690.950000 sec): 3 clusters
  Score: Raw -284885.107383 + Penalty 2539.942295 = -282345.165088
  nChanged 234
		SP:Iteration 2F (169691.000000 sec): 3 clusters
  Score: Raw -285088.422953 + Penalty 2539.942295 = -282548.480658
  nChanged 153
		SP:Iteration 3F (169691.050000 sec): 3 clusters
  Score: Raw -285247.038853 + Penalty 2539.942295 = -282707.096557
  nChanged 135
		SP:Iteration 4F (169691.090000 sec): 3 clusters
  Score: Raw -285367.019219 + Penalty 2539.942295 = -282827.076924
  nChanged 107
		SP:Iteration 5Q (169691.130000 sec): 3 clusters
  Score: Raw -285468.590215 + Penalty 2539.942295 = -282928.647920
  nChanged 92
		SP:Iteration 6Q (169691.180000 sec): 3 clusters
  Score: Raw -285542.594595 + Penalty 2539.942295 = -283002.652300
  nChanged 80
		SP:Iteration 7Q (169691.230000 sec): 3 clusters
  Score: Raw -285614.329550 + Penalty 2539.942295 = -283074.387255
  nChanged 86
		SP:Iteration 8Q (169691.270000 sec): 3 clusters
  Score: Raw -285710.180012 + Penalty 2539.942295 = -283170.237717
  nChanged 77
		SP:Iteration 9Q (169691.310000 sec): 3 clusters
  Score: Raw -285794.514589 + Penalty 2539.942295 = -283254.572294
  nChanged 70
		SP:Iteration 10Q (169691.360000 sec): 3 clusters
  Score: Raw -285870.135765 + Penalty 2539.942295 = -283330.193470
  nChanged 71
		SP:Iteration 11Q (169691.400000 sec): 3 clusters
  Score: Raw -285957.887559 + Penalty 2539.942295 = -283417.945263
  nChanged 75
		SP:Iteration 12Q (169691.450000 sec): 3 clusters
  Score: Raw -286051.669254 + Penalty 2539.942295 = -283511.726959
  nChanged 67
		SP:Iteration 13Q (169691.490000 sec): 3 clusters
  Score: Raw -286130.002023 + Penalty 2539.942295 = -283590.059728
  nChanged 63
		SP:Iteration 14Q (169691.530000 sec): 3 clusters
  Score: Raw -286202.618659 + Penalty 2539.942295 = -283662.676364
  nChanged 60
		SP:Iteration 15Q (169691.580000 sec): 3 clusters
  Score: Raw -286287.892681 + Penalty 2539.942295 = -283747.950386
  nChanged 50
		SP:Iteration 16Q (169691.620000 sec): 3 clusters
  Score: Raw -286341.943509 + Penalty 2539.942295 = -283802.001214
  nChanged 58
		SP:Iteration 17Q (169691.670000 sec): 3 clusters
  Score: Raw -286414.942226 + Penalty 2539.942295 = -283874.999931
  nChanged 35
		SP:Iteration 18Q (169691.710000 sec): 3 clusters
  Score: Raw -286455.998518 + Penalty 2539.942295 = -283916.056223
  nChanged 30
		SP:Iteration 19Q (169691.750000 sec): 3 clusters
  Score: Raw -286483.187473 + Penalty 2539.942295 = -283943.245178
  nChanged 30
		SP:Iteration 20F (169691.790000 sec): 3 clusters
  Score: Raw -286503.662762 + Penalty 2539.942295 = -283963.720467
  nChanged 11
		SP:Iteration 21Q (169691.840000 sec): 3 clusters
  Score: Raw -286514.338977 + Penalty 2539.942295 = -283974.396681
  nChanged 13
		SP:Iteration 22Q (169691.880000 sec): 3 clusters
  Score: Raw -286523.255459 + Penalty 2539.942295 = -283983.313164
  nChanged 10
		SP:Iteration 23Q (169691.920000 sec): 3 clusters
  Score: Raw -286530.504126 + Penalty 2539.942295 = -283990.561830
  nChanged 10
		SP:Iteration 24Q (169691.970000 sec): 3 clusters
  Score: Raw -286536.833356 + Penalty 2539.942295 = -283996.891061
  nChanged 8
		SP:Iteration 25Q (169692.010000 sec): 3 clusters
  Score: Raw -286540.769044 + Penalty 2539.942295 = -284000.826749
  nChanged 6
		SP:Iteration 26Q (169692.050000 sec): 3 clusters
  Score: Raw -286544.511728 + Penalty 2539.942295 = -284004.569432
  nChanged 8
		SP:Iteration 27Q (169692.090000 sec): 3 clusters
  Score: Raw -286548.159633 + Penalty 2539.942295 = -284008.217338
  nChanged 4
		SP:Iteration 28Q (169692.140000 sec): 3 clusters
  Score: Raw -286550.032392 + Penalty 2539.942295 = -284010.090097
  nChanged 3
		SP:Iteration 29Q (169692.180000 sec): 3 clusters
  Score: Raw -286551.561079 + Penalty 2539.942295 = -284011.618784
  nChanged 3
		SP:Iteration 30Q (169692.220000 sec): 3 clusters
  Score: Raw -286553.061609 + Penalty 2539.942295 = -284013.119314
  nChanged 3
		SP:Iteration 31Q (169692.260000 sec): 3 clusters
  Score: Raw -286553.970844 + Penalty 2539.942295 = -284014.028548
  nChanged 5
		SP:Iteration 32Q (169692.310000 sec): 3 clusters
  Score: Raw -286556.236142 + Penalty 2539.942295 = -284016.293847
  nChanged 6
		SP:Iteration 33Q (169692.350000 sec): 3 clusters
  Score: Raw -286558.222322 + Penalty 2539.942295 = -284018.280027
  nChanged 5
		SP:Iteration 34Q (169692.390000 sec): 3 clusters
  Score: Raw -286560.551688 + Penalty 2539.942295 = -284020.609393
  nChanged 2
		SP:Iteration 35Q (169692.430000 sec): 3 clusters
  Score: Raw -286561.324685 + Penalty 2539.942295 = -284021.382390
  nChanged 2
		SP:Iteration 36Q (169692.470000 sec): 3 clusters
  Score: Raw -286561.854891 + Penalty 2539.942295 = -284021.912596
  nChanged 0
		SP:Iteration 37F (169692.520000 sec): 3 clusters
  Score: Raw -286561.854891 + Penalty 2539.942295 = -284021.912596
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 85 (3169 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169692.590000 sec): 2 clusters
  Score: Raw -363252.614847 + Penalty 1309.940346 = -361942.674501
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169692.650000 sec): 3 clusters
  Score: Raw -361781.752151 + Penalty 2619.880692 = -359161.871459
  nChanged 1244
		SP:Iteration 1F (169692.710000 sec): 3 clusters
  Score: Raw -362596.775420 + Penalty 2619.880692 = -359976.894728
  nChanged 268
		SP:Iteration 2F (169692.770000 sec): 3 clusters
  Score: Raw -362831.835201 + Penalty 2619.880692 = -360211.954509
  nChanged 217
		SP:Iteration 3F (169692.830000 sec): 3 clusters
  Score: Raw -363006.642147 + Penalty 2619.880692 = -360386.761455
  nChanged 159
		SP:Iteration 4F (169692.880000 sec): 3 clusters
  Score: Raw -363140.605065 + Penalty 2619.880692 = -360520.724373
  nChanged 154
		SP:Iteration 5Q (169692.940000 sec): 3 clusters
  Score: Raw -363267.259766 + Penalty 2619.880692 = -360647.379074
  nChanged 156
		SP:Iteration 6Q (169692.990000 sec): 3 clusters
  Score: Raw -363412.695585 + Penalty 2619.880692 = -360792.814893
  nChanged 166
		SP:Iteration 7F (169693.050000 sec): 3 clusters
  Score: Raw -363577.466224 + Penalty 2619.880692 = -360957.585532
  nChanged 146
		SP:Iteration 8Q (169693.110000 sec): 3 clusters
  Score: Raw -363711.401981 + Penalty 2619.880692 = -361091.521290
  nChanged 120
		SP:Iteration 9Q (169693.170000 sec): 3 clusters
  Score: Raw -363804.709055 + Penalty 2619.880692 = -361184.828363
  nChanged 88
		SP:Iteration 10Q (169693.220000 sec): 3 clusters
  Score: Raw -363858.457168 + Penalty 2619.880692 = -361238.576476
  nChanged 63
		SP:Iteration 11Q (169693.280000 sec): 3 clusters
  Score: Raw -363891.493243 + Penalty 2619.880692 = -361271.612551
  nChanged 37
		SP:Iteration 12Q (169693.330000 sec): 3 clusters
  Score: Raw -363904.944683 + Penalty 2619.880692 = -361285.063991
  nChanged 27
		SP:Iteration 13Q (169693.390000 sec): 3 clusters
  Score: Raw -363917.784334 + Penalty 2619.880692 = -361297.903642
  nChanged 17
		SP:Iteration 14Q (169693.450000 sec): 3 clusters
  Score: Raw -363924.120047 + Penalty 2619.880692 = -361304.239355
  nChanged 15
		SP:Iteration 15Q (169693.510000 sec): 3 clusters
  Score: Raw -363928.893563 + Penalty 2619.880692 = -361309.012871
  nChanged 10
		SP:Iteration 16Q (169693.560000 sec): 3 clusters
  Score: Raw -363931.801502 + Penalty 2619.880692 = -361311.920810
  nChanged 6
		SP:Iteration 17Q (169693.620000 sec): 3 clusters
  Score: Raw -363933.292305 + Penalty 2619.880692 = -361313.411613
  nChanged 4
		SP:Iteration 18Q (169693.680000 sec): 3 clusters
  Score: Raw -363934.070497 + Penalty 2619.880692 = -361314.189806
  nChanged 2
		SP:Iteration 19Q (169693.730000 sec): 3 clusters
  Score: Raw -363934.747788 + Penalty 2619.880692 = -361314.867096
  nChanged 1
		SP:Iteration 20F (169693.790000 sec): 3 clusters
  Score: Raw -363934.841376 + Penalty 2619.880692 = -361314.960684
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 86 (1326 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169693.850000 sec): 2 clusters
  Score: Raw -152404.359912 + Penalty 1168.362353 = -151235.997559
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169693.880000 sec): 3 clusters
  Score: Raw -151974.664570 + Penalty 2336.724705 = -149637.939864
  nChanged 446
		SP:Iteration 1F (169693.910000 sec): 3 clusters
  Score: Raw -152321.360694 + Penalty 2336.724705 = -149984.635988
  nChanged 108
		SP:Iteration 2F (169693.930000 sec): 3 clusters
  Score: Raw -152429.746863 + Penalty 2336.724705 = -150093.022157
  nChanged 73
		SP:Iteration 3F (169693.950000 sec): 3 clusters
  Score: Raw -152504.464797 + Penalty 2336.724705 = -150167.740092
  nChanged 55
		SP:Iteration 4Q (169693.980000 sec): 3 clusters
  Score: Raw -152561.924197 + Penalty 2336.724705 = -150225.199491
  nChanged 48
		SP:Iteration 5Q (169694.010000 sec): 3 clusters
  Score: Raw -152615.402548 + Penalty 2336.724705 = -150278.677842
  nChanged 36
		SP:Iteration 6Q (169694.030000 sec): 3 clusters
  Score: Raw -152647.765444 + Penalty 2336.724705 = -150311.040739
  nChanged 32
		SP:Iteration 7Q (169694.050000 sec): 3 clusters
  Score: Raw -152684.729915 + Penalty 2336.724705 = -150348.005210
  nChanged 27
		SP:Iteration 8Q (169694.080000 sec): 3 clusters
  Score: Raw -152705.944913 + Penalty 2336.724705 = -150369.220208
  nChanged 16
		SP:Iteration 9Q (169694.100000 sec): 3 clusters
  Score: Raw -152722.728224 + Penalty 2336.724705 = -150386.003519
  nChanged 25
		SP:Iteration 10Q (169694.130000 sec): 3 clusters
  Score: Raw -152747.975714 + Penalty 2336.724705 = -150411.251009
  nChanged 21
		SP:Iteration 11Q (169694.150000 sec): 3 clusters
  Score: Raw -152763.794209 + Penalty 2336.724705 = -150427.069503
  nChanged 19
		SP:Iteration 12Q (169694.180000 sec): 3 clusters
  Score: Raw -152783.020158 + Penalty 2336.724705 = -150446.295452
  nChanged 15
		SP:Iteration 13Q (169694.200000 sec): 3 clusters
  Score: Raw -152795.233195 + Penalty 2336.724705 = -150458.508490
  nChanged 11
		SP:Iteration 14Q (169694.230000 sec): 3 clusters
  Score: Raw -152808.038553 + Penalty 2336.724705 = -150471.313847
  nChanged 11
		SP:Iteration 15Q (169694.250000 sec): 3 clusters
  Score: Raw -152815.453181 + Penalty 2336.724705 = -150478.728476
  nChanged 7
		SP:Iteration 16Q (169694.280000 sec): 3 clusters
  Score: Raw -152823.071987 + Penalty 2336.724705 = -150486.347281
  nChanged 6
		SP:Iteration 17Q (169694.300000 sec): 3 clusters
  Score: Raw -152829.226052 + Penalty 2336.724705 = -150492.501346
  nChanged 7
		SP:Iteration 18Q (169694.330000 sec): 3 clusters
  Score: Raw -152837.794181 + Penalty 2336.724705 = -150501.069476
  nChanged 8
		SP:Iteration 19Q (169694.350000 sec): 3 clusters
  Score: Raw -152846.847862 + Penalty 2336.724705 = -150510.123156
  nChanged 9
		SP:Iteration 20F (169694.370000 sec): 3 clusters
  Score: Raw -152854.963522 + Penalty 2336.724705 = -150518.238817
  nChanged 9
		SP:Iteration 21Q (169694.400000 sec): 3 clusters
  Score: Raw -152863.997659 + Penalty 2336.724705 = -150527.272954
  nChanged 6
		SP:Iteration 22Q (169694.430000 sec): 3 clusters
  Score: Raw -152868.029545 + Penalty 2336.724705 = -150531.304839
  nChanged 2
		SP:Iteration 23Q (169694.450000 sec): 3 clusters
  Score: Raw -152868.984919 + Penalty 2336.724705 = -150532.260213
  nChanged 2
		SP:Iteration 24Q (169694.470000 sec): 3 clusters
  Score: Raw -152870.233361 + Penalty 2336.724705 = -150533.508656
  nChanged 2
		SP:Iteration 25Q (169694.500000 sec): 3 clusters
  Score: Raw -152871.969611 + Penalty 2336.724705 = -150535.244906
  nChanged 3
		SP:Iteration 26Q (169694.520000 sec): 3 clusters
  Score: Raw -152875.015685 + Penalty 2336.724705 = -150538.290980
  nChanged 2
		SP:Iteration 27Q (169694.550000 sec): 3 clusters
  Score: Raw -152876.669219 + Penalty 2336.724705 = -150539.944514
  nChanged 1
		SP:Iteration 28Q (169694.570000 sec): 3 clusters
  Score: Raw -152877.077785 + Penalty 2336.724705 = -150540.353080
  nChanged 0
		SP:Iteration 29F (169694.600000 sec): 3 clusters
  Score: Raw -152877.077785 + Penalty 2336.724705 = -150540.353080
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 87 (3196 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169694.670000 sec): 2 clusters
  Score: Raw -388931.405110 + Penalty 1311.318987 = -387620.086123
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169694.730000 sec): 3 clusters
  Score: Raw -387352.776922 + Penalty 2622.637975 = -384730.138947
  nChanged 1282
		SP:Iteration 1F (169694.790000 sec): 3 clusters
  Score: Raw -388149.766021 + Penalty 2622.637975 = -385527.128047
  nChanged 243
		SP:Iteration 2F (169694.850000 sec): 3 clusters
  Score: Raw -388304.855892 + Penalty 2622.637975 = -385682.217918
  nChanged 158
		SP:Iteration 3Q (169694.910000 sec): 3 clusters
  Score: Raw -388390.915928 + Penalty 2622.637975 = -385768.277953
  nChanged 103
		SP:Iteration 4Q (169694.970000 sec): 3 clusters
  Score: Raw -388443.188138 + Penalty 2622.637975 = -385820.550163
  nChanged 82
		SP:Iteration 5Q (169695.030000 sec): 3 clusters
  Score: Raw -388482.159936 + Penalty 2622.637975 = -385859.521961
  nChanged 66
		SP:Iteration 6Q (169695.080000 sec): 3 clusters
  Score: Raw -388505.045134 + Penalty 2622.637975 = -385882.407160
  nChanged 55
		SP:Iteration 7Q (169695.140000 sec): 3 clusters
  Score: Raw -388529.639858 + Penalty 2622.637975 = -385907.001883
  nChanged 57
		SP:Iteration 8Q (169695.200000 sec): 3 clusters
  Score: Raw -388553.517343 + Penalty 2622.637975 = -385930.879368
  nChanged 48
		SP:Iteration 9Q (169695.260000 sec): 3 clusters
  Score: Raw -388572.568733 + Penalty 2622.637975 = -385949.930758
  nChanged 45
		SP:Iteration 10Q (169695.310000 sec): 3 clusters
  Score: Raw -388586.112162 + Penalty 2622.637975 = -385963.474187
  nChanged 35
		SP:Iteration 11Q (169695.370000 sec): 3 clusters
  Score: Raw -388595.591873 + Penalty 2622.637975 = -385972.953899
  nChanged 32
		SP:Iteration 12Q (169695.430000 sec): 3 clusters
  Score: Raw -388605.230138 + Penalty 2622.637975 = -385982.592163
  nChanged 26
		SP:Iteration 13Q (169695.490000 sec): 3 clusters
  Score: Raw -388615.256114 + Penalty 2622.637975 = -385992.618140
  nChanged 37
		SP:Iteration 14Q (169695.550000 sec): 3 clusters
  Score: Raw -388629.026793 + Penalty 2622.637975 = -386006.388819
  nChanged 34
		SP:Iteration 15Q (169695.610000 sec): 3 clusters
  Score: Raw -388641.607439 + Penalty 2622.637975 = -386018.969464
  nChanged 39
		SP:Iteration 16Q (169695.660000 sec): 3 clusters
  Score: Raw -388659.057613 + Penalty 2622.637975 = -386036.419638
  nChanged 41
		SP:Iteration 17Q (169695.720000 sec): 3 clusters
  Score: Raw -388674.385300 + Penalty 2622.637975 = -386051.747325
  nChanged 37
		SP:Iteration 18Q (169695.780000 sec): 3 clusters
  Score: Raw -388688.229685 + Penalty 2622.637975 = -386065.591710
  nChanged 37
		SP:Iteration 19Q (169695.840000 sec): 3 clusters
  Score: Raw -388701.399939 + Penalty 2622.637975 = -386078.761964
  nChanged 33
		SP:Iteration 20F (169695.890000 sec): 3 clusters
  Score: Raw -388716.380505 + Penalty 2622.637975 = -386093.742530
  nChanged 45
		SP:Iteration 21Q (169695.950000 sec): 3 clusters
  Score: Raw -388738.227010 + Penalty 2622.637975 = -386115.589035
  nChanged 49
		SP:Iteration 22Q (169696.010000 sec): 3 clusters
  Score: Raw -388764.013573 + Penalty 2622.637975 = -386141.375598
  nChanged 48
		SP:Iteration 23Q (169696.070000 sec): 3 clusters
  Score: Raw -388786.870896 + Penalty 2622.637975 = -386164.232921
  nChanged 50
		SP:Iteration 24Q (169696.130000 sec): 3 clusters
  Score: Raw -388809.605642 + Penalty 2622.637975 = -386186.967667
  nChanged 34
		SP:Iteration 25Q (169696.180000 sec): 3 clusters
  Score: Raw -388825.732434 + Penalty 2622.637975 = -386203.094459
  nChanged 29
		SP:Iteration 26Q (169696.240000 sec): 3 clusters
  Score: Raw -388841.874472 + Penalty 2622.637975 = -386219.236498
  nChanged 28
		SP:Iteration 27Q (169696.300000 sec): 3 clusters
  Score: Raw -388854.927698 + Penalty 2622.637975 = -386232.289723
  nChanged 26
		SP:Iteration 28Q (169696.350000 sec): 3 clusters
  Score: Raw -388864.950015 + Penalty 2622.637975 = -386242.312041
  nChanged 20
		SP:Iteration 29Q (169696.410000 sec): 3 clusters
  Score: Raw -388872.203456 + Penalty 2622.637975 = -386249.565482
  nChanged 14
		SP:Iteration 30Q (169696.470000 sec): 3 clusters
  Score: Raw -388878.031846 + Penalty 2622.637975 = -386255.393871
  nChanged 13
		SP:Iteration 31Q (169696.530000 sec): 3 clusters
  Score: Raw -388885.144888 + Penalty 2622.637975 = -386262.506913
  nChanged 16
		SP:Iteration 32Q (169696.590000 sec): 3 clusters
  Score: Raw -388894.550917 + Penalty 2622.637975 = -386271.912942
  nChanged 24
		SP:Iteration 33Q (169696.640000 sec): 3 clusters
  Score: Raw -388907.912170 + Penalty 2622.637975 = -386285.274195
  nChanged 30
		SP:Iteration 34Q (169696.700000 sec): 3 clusters
  Score: Raw -388923.488898 + Penalty 2622.637975 = -386300.850923
  nChanged 14
		SP:Iteration 35Q (169696.760000 sec): 3 clusters
  Score: Raw -388930.194574 + Penalty 2622.637975 = -386307.556600
  nChanged 15
		SP:Iteration 36Q (169696.810000 sec): 3 clusters
  Score: Raw -388937.394795 + Penalty 2622.637975 = -386314.756820
  nChanged 15
		SP:Iteration 37Q (169696.870000 sec): 3 clusters
  Score: Raw -388944.006585 + Penalty 2622.637975 = -386321.368611
  nChanged 17
		SP:Iteration 38Q (169696.930000 sec): 3 clusters
  Score: Raw -388953.170890 + Penalty 2622.637975 = -386330.532915
  nChanged 23
		SP:Iteration 39Q (169696.990000 sec): 3 clusters
  Score: Raw -388964.095661 + Penalty 2622.637975 = -386341.457686
  nChanged 15
		SP:Iteration 40F (169697.050000 sec): 3 clusters
  Score: Raw -388971.183059 + Penalty 2622.637975 = -386348.545084
  nChanged 18
		SP:Iteration 41Q (169697.100000 sec): 3 clusters
  Score: Raw -388980.795670 + Penalty 2622.637975 = -386358.157695
  nChanged 16
		SP:Iteration 42Q (169697.160000 sec): 3 clusters
  Score: Raw -388990.154281 + Penalty 2622.637975 = -386367.516307
  nChanged 17
		SP:Iteration 43Q (169697.220000 sec): 3 clusters
  Score: Raw -389002.391736 + Penalty 2622.637975 = -386379.753761
  nChanged 17
		SP:Iteration 44Q (169697.270000 sec): 3 clusters
  Score: Raw -389012.390027 + Penalty 2622.637975 = -386389.752052
  nChanged 13
		SP:Iteration 45Q (169697.330000 sec): 3 clusters
  Score: Raw -389021.358321 + Penalty 2622.637975 = -386398.720346
  nChanged 10
		SP:Iteration 46Q (169697.390000 sec): 3 clusters
  Score: Raw -389027.666580 + Penalty 2622.637975 = -386405.028606
  nChanged 9
		SP:Iteration 47Q (169697.450000 sec): 3 clusters
  Score: Raw -389032.387256 + Penalty 2622.637975 = -386409.749281
  nChanged 6
		SP:Iteration 48Q (169697.510000 sec): 3 clusters
  Score: Raw -389035.290576 + Penalty 2622.637975 = -386412.652602
  nChanged 4
		SP:Iteration 49Q (169697.560000 sec): 3 clusters
  Score: Raw -389037.079429 + Penalty 2622.637975 = -386414.441455
  nChanged 4
		SP:Iteration 50Q (169697.620000 sec): 3 clusters
  Score: Raw -389039.101296 + Penalty 2622.637975 = -386416.463321
  nChanged 1
		SP:Iteration 51Q (169697.680000 sec): 3 clusters
  Score: Raw -389039.894455 + Penalty 2622.637975 = -386417.256480
  nChanged 2
		SP:Iteration 52Q (169697.730000 sec): 3 clusters
  Score: Raw -389040.932971 + Penalty 2622.637975 = -386418.294996
  nChanged 3
		SP:Iteration 53Q (169697.790000 sec): 3 clusters
  Score: Raw -389042.144301 + Penalty 2622.637975 = -386419.506326
  nChanged 1
		SP:Iteration 54Q (169697.850000 sec): 3 clusters
  Score: Raw -389042.917633 + Penalty 2622.637975 = -386420.279659
  nChanged 2
		SP:Iteration 55Q (169697.910000 sec): 3 clusters
  Score: Raw -389044.249672 + Penalty 2622.637975 = -386421.611697
  nChanged 1
		SP:Iteration 56Q (169697.960000 sec): 3 clusters
  Score: Raw -389044.962993 + Penalty 2622.637975 = -386422.325018
  nChanged 2
		SP:Iteration 57Q (169698.020000 sec): 3 clusters
  Score: Raw -389045.659090 + Penalty 2622.637975 = -386423.021116
  nChanged 1
		SP:Iteration 58Q (169698.080000 sec): 3 clusters
  Score: Raw -389046.145044 + Penalty 2622.637975 = -386423.507070
  nChanged 3
		SP:Iteration 59Q (169698.130000 sec): 3 clusters
  Score: Raw -389047.437879 + Penalty 2622.637975 = -386424.799904
  nChanged 3
		SP:Iteration 60F (169698.190000 sec): 3 clusters
  Score: Raw -389048.761712 + Penalty 2622.637975 = -386426.123737
  nChanged 1
		SP:Iteration 61Q (169698.250000 sec): 3 clusters
  Score: Raw -389049.124482 + Penalty 2622.637975 = -386426.486507
  nChanged 0
		SP:Iteration 62F (169698.310000 sec): 3 clusters
  Score: Raw -389049.124482 + Penalty 2622.637975 = -386426.486507
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 88 (7169 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169698.410000 sec): 2 clusters
  Score: Raw -845963.932036 + Penalty 1442.597236 = -844521.334800
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169698.540000 sec): 3 clusters
  Score: Raw -842049.613556 + Penalty 2885.194473 = -839164.419083
  nChanged 3007
		SP:Iteration 1F (169698.650000 sec): 3 clusters
  Score: Raw -843689.924620 + Penalty 2885.194473 = -840804.730147
  nChanged 528
		SP:Iteration 2F (169698.750000 sec): 3 clusters
  Score: Raw -843985.521697 + Penalty 2885.194473 = -841100.327225
  nChanged 423
		SP:Iteration 3F (169698.860000 sec): 3 clusters
  Score: Raw -844210.939352 + Penalty 2885.194473 = -841325.744880
  nChanged 382
		SP:Iteration 4F (169698.970000 sec): 3 clusters
  Score: Raw -844429.796442 + Penalty 2885.194473 = -841544.601969
  nChanged 370
		SP:Iteration 5F (169699.080000 sec): 3 clusters
  Score: Raw -844659.338430 + Penalty 2885.194473 = -841774.143957
  nChanged 364
		SP:Iteration 6F (169699.180000 sec): 3 clusters
  Score: Raw -844891.029746 + Penalty 2885.194473 = -842005.835273
  nChanged 330
		SP:Iteration 7Q (169699.290000 sec): 3 clusters
  Score: Raw -845076.832283 + Penalty 2885.194473 = -842191.637811
  nChanged 286
		SP:Iteration 8Q (169699.400000 sec): 3 clusters
  Score: Raw -845225.845807 + Penalty 2885.194473 = -842340.651335
  nChanged 253
		SP:Iteration 9Q (169699.520000 sec): 3 clusters
  Score: Raw -845370.028209 + Penalty 2885.194473 = -842484.833737
  nChanged 224
		SP:Iteration 10Q (169699.640000 sec): 3 clusters
  Score: Raw -845497.918123 + Penalty 2885.194473 = -842612.723650
  nChanged 206
		SP:Iteration 11Q (169699.760000 sec): 3 clusters
  Score: Raw -845613.112628 + Penalty 2885.194473 = -842727.918156
  nChanged 177
		SP:Iteration 12Q (169699.880000 sec): 3 clusters
  Score: Raw -845721.128233 + Penalty 2885.194473 = -842835.933761
  nChanged 157
		SP:Iteration 13Q (169700.000000 sec): 3 clusters
  Score: Raw -845824.218635 + Penalty 2885.194473 = -842939.024163
  nChanged 145
		SP:Iteration 14Q (169700.120000 sec): 3 clusters
  Score: Raw -845912.156030 + Penalty 2885.194473 = -843026.961558
  nChanged 114
		SP:Iteration 15Q (169700.240000 sec): 3 clusters
  Score: Raw -845969.623526 + Penalty 2885.194473 = -843084.429054
  nChanged 87
		SP:Iteration 16Q (169700.350000 sec): 3 clusters
  Score: Raw -846007.285868 + Penalty 2885.194473 = -843122.091396
  nChanged 72
		SP:Iteration 17Q (169700.470000 sec): 3 clusters
  Score: Raw -846044.544523 + Penalty 2885.194473 = -843159.350050
  nChanged 72
		SP:Iteration 18Q (169700.590000 sec): 3 clusters
  Score: Raw -846077.611233 + Penalty 2885.194473 = -843192.416760
  nChanged 52
		SP:Iteration 19Q (169700.710000 sec): 3 clusters
  Score: Raw -846100.931895 + Penalty 2885.194473 = -843215.737422
  nChanged 45
		SP:Iteration 20F (169700.830000 sec): 3 clusters
  Score: Raw -846120.168723 + Penalty 2885.194473 = -843234.974251
  nChanged 43
		SP:Iteration 21Q (169700.950000 sec): 3 clusters
  Score: Raw -846139.175485 + Penalty 2885.194473 = -843253.981013
  nChanged 40
		SP:Iteration 22Q (169701.060000 sec): 3 clusters
  Score: Raw -846156.914796 + Penalty 2885.194473 = -843271.720324
  nChanged 29
		SP:Iteration 23Q (169701.180000 sec): 3 clusters
  Score: Raw -846170.253709 + Penalty 2885.194473 = -843285.059237
  nChanged 24
		SP:Iteration 24Q (169701.290000 sec): 3 clusters
  Score: Raw -846182.662625 + Penalty 2885.194473 = -843297.468153
  nChanged 31
		SP:Iteration 25Q (169701.410000 sec): 3 clusters
  Score: Raw -846198.514254 + Penalty 2885.194473 = -843313.319781
  nChanged 17
		SP:Iteration 26Q (169701.530000 sec): 3 clusters
  Score: Raw -846205.268646 + Penalty 2885.194473 = -843320.074174
  nChanged 14
		SP:Iteration 27Q (169701.650000 sec): 3 clusters
  Score: Raw -846209.694124 + Penalty 2885.194473 = -843324.499652
  nChanged 6
		SP:Iteration 28Q (169701.760000 sec): 3 clusters
  Score: Raw -846212.839046 + Penalty 2885.194473 = -843327.644574
  nChanged 6
		SP:Iteration 29Q (169701.870000 sec): 3 clusters
  Score: Raw -846215.853447 + Penalty 2885.194473 = -843330.658974
  nChanged 6
		SP:Iteration 30Q (169701.990000 sec): 3 clusters
  Score: Raw -846218.526427 + Penalty 2885.194473 = -843333.331955
  nChanged 6
		SP:Iteration 31Q (169702.120000 sec): 3 clusters
  Score: Raw -846220.358959 + Penalty 2885.194473 = -843335.164487
  nChanged 4
		SP:Iteration 32Q (169702.240000 sec): 3 clusters
  Score: Raw -846222.125813 + Penalty 2885.194473 = -843336.931341
  nChanged 5
		SP:Iteration 33Q (169702.350000 sec): 3 clusters
  Score: Raw -846223.914278 + Penalty 2885.194473 = -843338.719805
  nChanged 3
		SP:Iteration 34Q (169702.470000 sec): 3 clusters
  Score: Raw -846225.106840 + Penalty 2885.194473 = -843339.912368
  nChanged 1
		SP:Iteration 35Q (169702.580000 sec): 3 clusters
  Score: Raw -846225.413367 + Penalty 2885.194473 = -843340.218895
  nChanged 1
		SP:Iteration 36Q (169702.700000 sec): 3 clusters
  Score: Raw -846225.604843 + Penalty 2885.194473 = -843340.410370
  nChanged 1
		SP:Iteration 37Q (169702.810000 sec): 3 clusters
  Score: Raw -846225.782910 + Penalty 2885.194473 = -843340.588437
  nChanged 0
		SP:Iteration 38F (169702.930000 sec): 3 clusters
  Score: Raw -846225.782910 + Penalty 2885.194473 = -843340.588437
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 89 (4905 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169703.020000 sec): 2 clusters
  Score: Raw -564544.692269 + Penalty 1380.926685 = -563163.765584
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169703.150000 sec): 3 clusters
  Score: Raw -562017.410249 + Penalty 2761.853371 = -559255.556878
  nChanged 1973
		SP:Iteration 1F (169703.240000 sec): 3 clusters
  Score: Raw -563282.850620 + Penalty 2761.853371 = -560520.997249
  nChanged 412
		SP:Iteration 2F (169703.340000 sec): 3 clusters
  Score: Raw -563599.047166 + Penalty 2761.853371 = -560837.193795
  nChanged 352
		SP:Iteration 3F (169703.430000 sec): 3 clusters
  Score: Raw -563879.804053 + Penalty 2761.853371 = -561117.950682
  nChanged 311
		SP:Iteration 4F (169703.520000 sec): 3 clusters
  Score: Raw -564180.840965 + Penalty 2761.853371 = -561418.987594
  nChanged 281
		SP:Iteration 5F (169703.610000 sec): 3 clusters
  Score: Raw -564450.231381 + Penalty 2761.853371 = -561688.378010
  nChanged 273
		SP:Iteration 6F (169703.710000 sec): 3 clusters
  Score: Raw -564689.967077 + Penalty 2761.853371 = -561928.113706
  nChanged 225
		SP:Iteration 7Q (169703.800000 sec): 3 clusters
  Score: Raw -564903.045813 + Penalty 2761.853371 = -562141.192442
  nChanged 209
		SP:Iteration 8Q (169703.890000 sec): 3 clusters
  Score: Raw -565099.501391 + Penalty 2761.853371 = -562337.648020
  nChanged 174
		SP:Iteration 9Q (169703.980000 sec): 3 clusters
  Score: Raw -565227.480142 + Penalty 2761.853371 = -562465.626771
  nChanged 127
		SP:Iteration 10Q (169704.070000 sec): 3 clusters
  Score: Raw -565311.092694 + Penalty 2761.853371 = -562549.239323
  nChanged 88
		SP:Iteration 11Q (169704.160000 sec): 3 clusters
  Score: Raw -565352.482085 + Penalty 2761.853371 = -562590.628714
  nChanged 45
		SP:Iteration 12Q (169704.250000 sec): 3 clusters
  Score: Raw -565373.752216 + Penalty 2761.853371 = -562611.898845
  nChanged 31
		SP:Iteration 13Q (169704.340000 sec): 3 clusters
  Score: Raw -565384.506522 + Penalty 2761.853371 = -562622.653151
  nChanged 20
		SP:Iteration 14Q (169704.430000 sec): 3 clusters
  Score: Raw -565389.364777 + Penalty 2761.853371 = -562627.511406
  nChanged 13
		SP:Iteration 15Q (169704.510000 sec): 3 clusters
  Score: Raw -565392.414384 + Penalty 2761.853371 = -562630.561013
  nChanged 8
		SP:Iteration 16Q (169704.600000 sec): 3 clusters
  Score: Raw -565394.248091 + Penalty 2761.853371 = -562632.394720
  nChanged 5
		SP:Iteration 17Q (169704.690000 sec): 3 clusters
  Score: Raw -565395.029917 + Penalty 2761.853371 = -562633.176546
  nChanged 3
		SP:Iteration 18Q (169704.780000 sec): 3 clusters
  Score: Raw -565395.492790 + Penalty 2761.853371 = -562633.639419
  nChanged 2
		SP:Iteration 19Q (169704.870000 sec): 3 clusters
  Score: Raw -565395.876876 + Penalty 2761.853371 = -562634.023505
  nChanged 1
		SP:Iteration 20F (169704.970000 sec): 3 clusters
  Score: Raw -565396.127389 + Penalty 2761.853371 = -562634.274018
  nChanged 1
		SP:Iteration 21Q (169705.050000 sec): 3 clusters
  Score: Raw -565396.314163 + Penalty 2761.853371 = -562634.460792
  nChanged 2
		SP:Iteration 22Q (169705.140000 sec): 3 clusters
  Score: Raw -565396.729700 + Penalty 2761.853371 = -562634.876329
  nChanged 2
		SP:Iteration 23Q (169705.230000 sec): 3 clusters
  Score: Raw -565397.165802 + Penalty 2761.853371 = -562635.312431
  nChanged 2
		SP:Iteration 24Q (169705.320000 sec): 3 clusters
  Score: Raw -565397.538575 + Penalty 2761.853371 = -562635.685204
  nChanged 1
		SP:Iteration 25Q (169705.410000 sec): 3 clusters
  Score: Raw -565397.634089 + Penalty 2761.853371 = -562635.780718
  nChanged 1
		SP:Iteration 26Q (169705.500000 sec): 3 clusters
  Score: Raw -565397.840211 + Penalty 2761.853371 = -562635.986840
  nChanged 2
		SP:Iteration 27Q (169705.590000 sec): 3 clusters
  Score: Raw -565398.097727 + Penalty 2761.853371 = -562636.244356
  nChanged 1
		SP:Iteration 28Q (169705.680000 sec): 3 clusters
  Score: Raw -565398.171182 + Penalty 2761.853371 = -562636.317811
  nChanged 0
		SP:Iteration 29F (169705.770000 sec): 3 clusters
  Score: Raw -565398.171182 + Penalty 2761.853371 = -562636.317811
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 90 (2159 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169705.840000 sec): 2 clusters
  Score: Raw -226556.134123 + Penalty 1247.577570 = -225308.556553
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169705.880000 sec): 3 clusters
  Score: Raw -225645.087663 + Penalty 2495.155140 = -223149.932523
  nChanged 799
		SP:Iteration 1F (169705.920000 sec): 3 clusters
  Score: Raw -226251.733196 + Penalty 2495.155140 = -223756.578056
  nChanged 198
		SP:Iteration 2F (169705.960000 sec): 3 clusters
  Score: Raw -226431.031808 + Penalty 2495.155140 = -223935.876668
  nChanged 113
		SP:Iteration 3F (169706.000000 sec): 3 clusters
  Score: Raw -226534.024578 + Penalty 2495.155140 = -224038.869438
  nChanged 86
		SP:Iteration 4Q (169706.040000 sec): 3 clusters
  Score: Raw -226608.584419 + Penalty 2495.155140 = -224113.429279
  nChanged 79
		SP:Iteration 5Q (169706.080000 sec): 3 clusters
  Score: Raw -226662.976898 + Penalty 2495.155140 = -224167.821758
  nChanged 45
		SP:Iteration 6Q (169706.120000 sec): 3 clusters
  Score: Raw -226708.768637 + Penalty 2495.155140 = -224213.613497
  nChanged 46
		SP:Iteration 7Q (169706.160000 sec): 3 clusters
  Score: Raw -226748.187601 + Penalty 2495.155140 = -224253.032461
  nChanged 46
		SP:Iteration 8Q (169706.200000 sec): 3 clusters
  Score: Raw -226771.789722 + Penalty 2495.155140 = -224276.634582
  nChanged 43
		SP:Iteration 9Q (169706.240000 sec): 3 clusters
  Score: Raw -226797.960811 + Penalty 2495.155140 = -224302.805671
  nChanged 33
		SP:Iteration 10Q (169706.280000 sec): 3 clusters
  Score: Raw -226815.945082 + Penalty 2495.155140 = -224320.789942
  nChanged 24
		SP:Iteration 11Q (169706.320000 sec): 3 clusters
  Score: Raw -226824.872500 + Penalty 2495.155140 = -224329.717360
  nChanged 18
		SP:Iteration 12Q (169706.360000 sec): 3 clusters
  Score: Raw -226835.658228 + Penalty 2495.155140 = -224340.503088
  nChanged 23
		SP:Iteration 13Q (169706.400000 sec): 3 clusters
  Score: Raw -226845.420283 + Penalty 2495.155140 = -224350.265143
  nChanged 15
		SP:Iteration 14Q (169706.440000 sec): 3 clusters
  Score: Raw -226853.817873 + Penalty 2495.155140 = -224358.662733
  nChanged 17
		SP:Iteration 15Q (169706.470000 sec): 3 clusters
  Score: Raw -226861.054055 + Penalty 2495.155140 = -224365.898915
  nChanged 11
		SP:Iteration 16Q (169706.510000 sec): 3 clusters
  Score: Raw -226865.033438 + Penalty 2495.155140 = -224369.878298
  nChanged 11
		SP:Iteration 17Q (169706.550000 sec): 3 clusters
  Score: Raw -226869.997469 + Penalty 2495.155140 = -224374.842329
  nChanged 8
		SP:Iteration 18Q (169706.590000 sec): 3 clusters
  Score: Raw -226876.807928 + Penalty 2495.155140 = -224381.652788
  nChanged 12
		SP:Iteration 19Q (169706.630000 sec): 3 clusters
  Score: Raw -226881.912026 + Penalty 2495.155140 = -224386.756886
  nChanged 13
		SP:Iteration 20F (169706.670000 sec): 3 clusters
  Score: Raw -226889.090679 + Penalty 2495.155140 = -224393.935539
  nChanged 8
		SP:Iteration 21Q (169706.710000 sec): 3 clusters
  Score: Raw -226893.329279 + Penalty 2495.155140 = -224398.174139
  nChanged 9
		SP:Iteration 22Q (169706.750000 sec): 3 clusters
  Score: Raw -226896.317442 + Penalty 2495.155140 = -224401.162302
  nChanged 5
		SP:Iteration 23Q (169706.790000 sec): 3 clusters
  Score: Raw -226898.803311 + Penalty 2495.155140 = -224403.648171
  nChanged 5
		SP:Iteration 24Q (169706.830000 sec): 3 clusters
  Score: Raw -226901.164535 + Penalty 2495.155140 = -224406.009395
  nChanged 5
		SP:Iteration 25Q (169706.870000 sec): 3 clusters
  Score: Raw -226902.088653 + Penalty 2495.155140 = -224406.933513
  nChanged 6
		SP:Iteration 26Q (169706.910000 sec): 3 clusters
  Score: Raw -226904.155128 + Penalty 2495.155140 = -224408.999988
  nChanged 7
		SP:Iteration 27Q (169706.950000 sec): 3 clusters
  Score: Raw -226907.844022 + Penalty 2495.155140 = -224412.688882
  nChanged 10
		SP:Iteration 28Q (169706.990000 sec): 3 clusters
  Score: Raw -226911.570337 + Penalty 2495.155140 = -224416.415197
  nChanged 10
		SP:Iteration 29Q (169707.030000 sec): 3 clusters
  Score: Raw -226916.402859 + Penalty 2495.155140 = -224421.247719
  nChanged 8
		SP:Iteration 30Q (169707.070000 sec): 3 clusters
  Score: Raw -226919.116286 + Penalty 2495.155140 = -224423.961146
  nChanged 6
		SP:Iteration 31Q (169707.100000 sec): 3 clusters
  Score: Raw -226920.489396 + Penalty 2495.155140 = -224425.334257
  nChanged 2
		SP:Iteration 32Q (169707.140000 sec): 3 clusters
  Score: Raw -226921.215098 + Penalty 2495.155140 = -224426.059958
  nChanged 2
		SP:Iteration 33Q (169707.180000 sec): 3 clusters
  Score: Raw -226923.043069 + Penalty 2495.155140 = -224427.887930
  nChanged 2
		SP:Iteration 34Q (169707.220000 sec): 3 clusters
  Score: Raw -226923.927435 + Penalty 2495.155140 = -224428.772295
  nChanged 1
		SP:Iteration 35Q (169707.260000 sec): 3 clusters
  Score: Raw -226924.518298 + Penalty 2495.155140 = -224429.363158
  nChanged 3
		SP:Iteration 36Q (169707.300000 sec): 3 clusters
  Score: Raw -226925.403182 + Penalty 2495.155140 = -224430.248042
  nChanged 1
		SP:Iteration 37Q (169707.340000 sec): 3 clusters
  Score: Raw -226925.508011 + Penalty 2495.155140 = -224430.352871
  nChanged 0
		SP:Iteration 38F (169707.380000 sec): 3 clusters
  Score: Raw -226925.508011 + Penalty 2495.155140 = -224430.352871
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 91 (648 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (169707.430000 sec): 2 clusters
  Score: Raw -74846.469662 + Penalty 1052.007238 = -73794.462424
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (169707.450000 sec): 3 clusters
  Score: Raw -74687.767566 + Penalty 2104.014476 = -72583.753089
  nChanged 165
		SP:Iteration 1F (169707.460000 sec): 3 clusters
  Score: Raw -74922.158784 + Penalty 2104.014476 = -72818.144307
  nChanged 50
		SP:Iteration 2F (169707.470000 sec): 3 clusters
  Score: Raw -75020.504195 + Penalty 2104.014476 = -72916.489718
  nChanged 40
		SP:Iteration 3F (169707.490000 sec): 3 clusters
  Score: Raw -75106.078828 + Penalty 2104.014476 = -73002.064352
  nChanged 30
		SP:Iteration 4Q (169707.500000 sec): 3 clusters
  Score: Raw -75177.848131 + Penalty 2104.014476 = -73073.833655
  nChanged 32
		SP:Iteration 5Q (169707.510000 sec): 3 clusters
  Score: Raw -75268.034711 + Penalty 2104.014476 = -73164.020234
  nChanged 38
		SP:Iteration 6F (169707.530000 sec): 3 clusters
  Score: Raw -75411.818448 + Penalty 2104.014476 = -73307.803972
  nChanged 31
		SP:Iteration 7Q (169707.540000 sec): 3 clusters
  Score: Raw -75632.580277 + Penalty 2104.014476 = -73528.565801
  nChanged 23
		SP:Iteration 8Q (169707.550000 sec): 3 clusters
  Score: Raw -75852.064385 + Penalty 2104.014476 = -73748.049909
  nChanged 28
		SP:Iteration 9Q (169707.570000 sec): 3 clusters
  Score: Raw -75947.893453 + Penalty 2104.014476 = -73843.878977
  nChanged 20
		SP:Iteration 10Q (169707.580000 sec): 3 clusters
  Score: Raw -76021.484865 + Penalty 2104.014476 = -73917.470389
  nChanged 10
		SP:Iteration 11Q (169707.590000 sec): 3 clusters
  Score: Raw -76066.385042 + Penalty 2104.014476 = -73962.370565
  nChanged 6
		SP:Iteration 12Q (169707.600000 sec): 3 clusters
  Score: Raw -76086.046133 + Penalty 2104.014476 = -73982.031657
  nChanged 6
		SP:Iteration 13Q (169707.610000 sec): 3 clusters
  Score: Raw -76099.676864 + Penalty 2104.014476 = -73995.662387
  nChanged 2
		SP:Iteration 14Q (169707.630000 sec): 3 clusters
  Score: Raw -76103.239887 + Penalty 2104.014476 = -73999.225410
  nChanged 1
		SP:Iteration 15Q (169707.640000 sec): 3 clusters
  Score: Raw -76104.702933 + Penalty 2104.014476 = -74000.688457
  nChanged 1
		SP:Iteration 16Q (169707.650000 sec): 3 clusters
  Score: Raw -76107.632123 + Penalty 2104.014476 = -74003.617647
  nChanged 1
		SP:Iteration 17Q (169707.670000 sec): 3 clusters
  Score: Raw -76109.043552 + Penalty 2104.014476 = -74005.029076
  nChanged 0
		SP:Iteration 18F (169707.680000 sec): 3 clusters
  Score: Raw -76109.043552 + Penalty 2104.014476 = -74005.029076
  nChanged 0
  Score: Raw -119137053.416523 + Penalty 261042.553804 = -118876010.862719

Splitting cluster 91 changes total score from -118876982.188910 to -118876010.862719

 So it's not getting split.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 92 (13869 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (170059.600000 sec): 2 clusters
  Score: Raw -1567704.101371 + Penalty 1549.829355 = -1566154.272017
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (170059.810000 sec): 3 clusters
  Score: Raw -1559663.722107 + Penalty 3099.658709 = -1556564.063398
  nChanged 6109
		SP:Iteration 1F (170060.040000 sec): 3 clusters
  Score: Raw -1563355.922896 + Penalty 3099.658709 = -1560256.264187
  nChanged 984
		SP:Iteration 2F (170060.220000 sec): 3 clusters
  Score: Raw -1563931.545795 + Penalty 3099.658709 = -1560831.887086
  nChanged 893
		SP:Iteration 3F (170060.440000 sec): 3 clusters
  Score: Raw -1564485.530368 + Penalty 3099.658709 = -1561385.871659
  nChanged 837
		SP:Iteration 4F (170060.660000 sec): 3 clusters
  Score: Raw -1565070.424027 + Penalty 3099.658709 = -1561970.765317
  nChanged 791
		SP:Iteration 5F (170060.840000 sec): 3 clusters
  Score: Raw -1565614.051352 + Penalty 3099.658709 = -1562514.392643
  nChanged 734
		SP:Iteration 6F (170061.050000 sec): 3 clusters
  Score: Raw -1566063.112464 + Penalty 3099.658709 = -1562963.453755
  nChanged 667
		SP:Iteration 7Q (170061.270000 sec): 3 clusters
  Score: Raw -1566453.197665 + Penalty 3099.658709 = -1563353.538956
  nChanged 612
		SP:Iteration 8Q (170061.480000 sec): 3 clusters
  Score: Raw -1566836.271682 + Penalty 3099.658709 = -1563736.612973
  nChanged 544
		SP:Iteration 9Q (170061.700000 sec): 3 clusters
  Score: Raw -1567203.567239 + Penalty 3099.658709 = -1564103.908530
  nChanged 524
		SP:Iteration 10Q (170061.870000 sec): 3 clusters
  Score: Raw -1567679.040373 + Penalty 3099.658709 = -1564579.381664
  nChanged 565
		SP:Iteration 11Q (170062.050000 sec): 3 clusters
  Score: Raw -1568280.826876 + Penalty 3099.658709 = -1565181.168167
  nChanged 604
		SP:Iteration 12Q (170062.240000 sec): 3 clusters
  Score: Raw -1568904.791353 + Penalty 3099.658709 = -1565805.132644
  nChanged 499
		SP:Iteration 13Q (170062.450000 sec): 3 clusters
  Score: Raw -1569380.332037 + Penalty 3099.658709 = -1566280.673328
  nChanged 403
		SP:Iteration 14Q (170062.620000 sec): 3 clusters
  Score: Raw -1569694.060291 + Penalty 3099.658709 = -1566594.401582
  nChanged 307
		SP:Iteration 15Q (170062.820000 sec): 3 clusters
  Score: Raw -1569917.404518 + Penalty 3099.658709 = -1566817.745809
  nChanged 245
		SP:Iteration 16Q (170063.000000 sec): 3 clusters
  Score: Raw -1570055.143831 + Penalty 3099.658709 = -1566955.485121
  nChanged 164
		SP:Iteration 17Q (170063.180000 sec): 3 clusters
  Score: Raw -1570119.957937 + Penalty 3099.658709 = -1567020.299227
  nChanged 98
		SP:Iteration 18Q (170063.350000 sec): 3 clusters
  Score: Raw -1570152.826654 + Penalty 3099.658709 = -1567053.167945
  nChanged 68
		SP:Iteration 19Q (170063.510000 sec): 3 clusters
  Score: Raw -1570170.304879 + Penalty 3099.658709 = -1567070.646170
  nChanged 60
		SP:Iteration 20F (170063.700000 sec): 3 clusters
  Score: Raw -1570183.563787 + Penalty 3099.658709 = -1567083.905078
  nChanged 63
		SP:Iteration 21Q (170063.870000 sec): 3 clusters
  Score: Raw -1570196.220443 + Penalty 3099.658709 = -1567096.561734
  nChanged 36
		SP:Iteration 22Q (170064.080000 sec): 3 clusters
  Score: Raw -1570201.678327 + Penalty 3099.658709 = -1567102.019618
  nChanged 23
		SP:Iteration 23Q (170064.240000 sec): 3 clusters
  Score: Raw -1570204.767486 + Penalty 3099.658709 = -1567105.108777
  nChanged 17
		SP:Iteration 24Q (170064.420000 sec): 3 clusters
  Score: Raw -1570206.893149 + Penalty 3099.658709 = -1567107.234440
  nChanged 15
		SP:Iteration 25Q (170064.610000 sec): 3 clusters
  Score: Raw -1570208.869389 + Penalty 3099.658709 = -1567109.210680
  nChanged 9
		SP:Iteration 26Q (170064.770000 sec): 3 clusters
  Score: Raw -1570209.943833 + Penalty 3099.658709 = -1567110.285124
  nChanged 5
		SP:Iteration 27Q (170064.970000 sec): 3 clusters
  Score: Raw -1570210.358730 + Penalty 3099.658709 = -1567110.700021
  nChanged 1
		SP:Iteration 28Q (170065.150000 sec): 3 clusters
  Score: Raw -1570210.427643 + Penalty 3099.658709 = -1567110.768934
  nChanged 0
		SP:Iteration 29F (170065.340000 sec): 3 clusters
  Score: Raw -1570210.427643 + Penalty 3099.658709 = -1567110.768934
  nChanged 0
  Score: Raw -119138297.168904 + Penalty 261042.553804 = -118877254.615101

Splitting cluster 92 changes total score from -118876982.188910 to -118877254.615101

 So it's getting split into cluster 116.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 93 (2650 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (170414.930000 sec): 2 clusters
  Score: Raw -307366.654460 + Penalty 1280.876174 = -306085.778286
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (170414.990000 sec): 3 clusters
  Score: Raw -306171.880690 + Penalty 2561.752349 = -303610.128341
  nChanged 1003
		SP:Iteration 1F (170415.040000 sec): 3 clusters
  Score: Raw -306788.225308 + Penalty 2561.752349 = -304226.472960
  nChanged 225
		SP:Iteration 2F (170415.090000 sec): 3 clusters
  Score: Raw -306943.010162 + Penalty 2561.752349 = -304381.257813
  nChanged 146
		SP:Iteration 3F (170415.140000 sec): 3 clusters
  Score: Raw -307046.814099 + Penalty 2561.752349 = -304485.061750
  nChanged 117
		SP:Iteration 4Q (170415.190000 sec): 3 clusters
  Score: Raw -307132.082076 + Penalty 2561.752349 = -304570.329727
  nChanged 105
		SP:Iteration 5Q (170415.240000 sec): 3 clusters
  Score: Raw -307213.110309 + Penalty 2561.752349 = -304651.357961
  nChanged 90
		SP:Iteration 6Q (170415.280000 sec): 3 clusters
  Score: Raw -307279.376642 + Penalty 2561.752349 = -304717.624293
  nChanged 72
		SP:Iteration 7Q (170415.330000 sec): 3 clusters
  Score: Raw -307327.190555 + Penalty 2561.752349 = -304765.438207
  nChanged 61
		SP:Iteration 8Q (170415.380000 sec): 3 clusters
  Score: Raw -307365.111062 + Penalty 2561.752349 = -304803.358714
  nChanged 51
		SP:Iteration 9Q (170415.430000 sec): 3 clusters
  Score: Raw -307399.752266 + Penalty 2561.752349 = -304837.999917
  nChanged 42
		SP:Iteration 10Q (170415.480000 sec): 3 clusters
  Score: Raw -307431.414348 + Penalty 2561.752349 = -304869.662000
  nChanged 30
		SP:Iteration 11Q (170415.520000 sec): 3 clusters
  Score: Raw -307450.850468 + Penalty 2561.752349 = -304889.098119
  nChanged 22
		SP:Iteration 12Q (170415.570000 sec): 3 clusters
  Score: Raw -307461.629895 + Penalty 2561.752349 = -304899.877546
  nChanged 15
		SP:Iteration 13Q (170415.620000 sec): 3 clusters
  Score: Raw -307466.096949 + Penalty 2561.752349 = -304904.344600
  nChanged 12
		SP:Iteration 14Q (170415.660000 sec): 3 clusters
  Score: Raw -307471.141474 + Penalty 2561.752349 = -304909.389126
  nChanged 14
		SP:Iteration 15Q (170415.710000 sec): 3 clusters
  Score: Raw -307476.422955 + Penalty 2561.752349 = -304914.670606
  nChanged 14
		SP:Iteration 16Q (170415.760000 sec): 3 clusters
  Score: Raw -307481.222246 + Penalty 2561.752349 = -304919.469897
  nChanged 18
		SP:Iteration 17Q (170415.810000 sec): 3 clusters
  Score: Raw -307487.771890 + Penalty 2561.752349 = -304926.019541
  nChanged 6
		SP:Iteration 18Q (170415.860000 sec): 3 clusters
  Score: Raw -307489.934017 + Penalty 2561.752349 = -304928.181668
  nChanged 5
		SP:Iteration 19Q (170415.900000 sec): 3 clusters
  Score: Raw -307491.760476 + Penalty 2561.752349 = -304930.008127
  nChanged 6
		SP:Iteration 20F (170415.950000 sec): 3 clusters
  Score: Raw -307494.937860 + Penalty 2561.752349 = -304933.185511
  nChanged 7
		SP:Iteration 21Q (170416.000000 sec): 3 clusters
  Score: Raw -307497.432072 + Penalty 2561.752349 = -304935.679724
  nChanged 7
		SP:Iteration 22Q (170416.050000 sec): 3 clusters
  Score: Raw -307499.663484 + Penalty 2561.752349 = -304937.911136
  nChanged 6
		SP:Iteration 23Q (170416.090000 sec): 3 clusters
  Score: Raw -307503.595940 + Penalty 2561.752349 = -304941.843592
  nChanged 9
		SP:Iteration 24Q (170416.140000 sec): 3 clusters
  Score: Raw -307508.437351 + Penalty 2561.752349 = -304946.685002
  nChanged 8
		SP:Iteration 25Q (170416.190000 sec): 3 clusters
  Score: Raw -307511.822361 + Penalty 2561.752349 = -304950.070013
  nChanged 10
		SP:Iteration 26Q (170416.240000 sec): 3 clusters
  Score: Raw -307516.062283 + Penalty 2561.752349 = -304954.309935
  nChanged 9
		SP:Iteration 27Q (170416.280000 sec): 3 clusters
  Score: Raw -307520.436886 + Penalty 2561.752349 = -304958.684537
  nChanged 10
		SP:Iteration 28Q (170416.330000 sec): 3 clusters
  Score: Raw -307524.967720 + Penalty 2561.752349 = -304963.215371
  nChanged 8
		SP:Iteration 29Q (170416.380000 sec): 3 clusters
  Score: Raw -307529.077769 + Penalty 2561.752349 = -304967.325420
  nChanged 11
		SP:Iteration 30Q (170416.430000 sec): 3 clusters
  Score: Raw -307535.204539 + Penalty 2561.752349 = -304973.452190
  nChanged 12
		SP:Iteration 31Q (170416.470000 sec): 3 clusters
  Score: Raw -307542.693741 + Penalty 2561.752349 = -304980.941393
  nChanged 17
		SP:Iteration 32Q (170416.520000 sec): 3 clusters
  Score: Raw -307551.686915 + Penalty 2561.752349 = -304989.934567
  nChanged 7
		SP:Iteration 33Q (170416.570000 sec): 3 clusters
  Score: Raw -307553.873741 + Penalty 2561.752349 = -304992.121392
  nChanged 2
		SP:Iteration 34Q (170416.620000 sec): 3 clusters
  Score: Raw -307554.437611 + Penalty 2561.752349 = -304992.685263
  nChanged 1
		SP:Iteration 35Q (170416.660000 sec): 3 clusters
  Score: Raw -307554.826481 + Penalty 2561.752349 = -304993.074133
  nChanged 1
		SP:Iteration 36Q (170416.710000 sec): 3 clusters
  Score: Raw -307555.343279 + Penalty 2561.752349 = -304993.590931
  nChanged 4
		SP:Iteration 37Q (170416.760000 sec): 3 clusters
  Score: Raw -307557.286067 + Penalty 2561.752349 = -304995.533718
  nChanged 2
		SP:Iteration 38Q (170416.800000 sec): 3 clusters
  Score: Raw -307558.304898 + Penalty 2561.752349 = -304996.552549
  nChanged 5
		SP:Iteration 39Q (170416.850000 sec): 3 clusters
  Score: Raw -307560.192416 + Penalty 2561.752349 = -304998.440067
  nChanged 5
		SP:Iteration 40F (170416.900000 sec): 3 clusters
  Score: Raw -307562.227219 + Penalty 2561.752349 = -305000.474871
  nChanged 3
		SP:Iteration 41Q (170416.950000 sec): 3 clusters
  Score: Raw -307563.368714 + Penalty 2561.752349 = -305001.616365
  nChanged 4
		SP:Iteration 42Q (170417.000000 sec): 3 clusters
  Score: Raw -307564.505878 + Penalty 2561.752349 = -305002.753529
  nChanged 3
		SP:Iteration 43Q (170417.040000 sec): 3 clusters
  Score: Raw -307565.890011 + Penalty 2561.752349 = -305004.137662
  nChanged 4
		SP:Iteration 44Q (170417.090000 sec): 3 clusters
  Score: Raw -307567.733273 + Penalty 2561.752349 = -305005.980924
  nChanged 2
		SP:Iteration 45Q (170417.140000 sec): 3 clusters
  Score: Raw -307568.352035 + Penalty 2561.752349 = -305006.599686
  nChanged 2
		SP:Iteration 46Q (170417.180000 sec): 3 clusters
  Score: Raw -307569.415600 + Penalty 2561.752349 = -305007.663251
  nChanged 2
		SP:Iteration 47Q (170417.230000 sec): 3 clusters
  Score: Raw -307570.208894 + Penalty 2561.752349 = -305008.456546
  nChanged 5
		SP:Iteration 48Q (170417.280000 sec): 3 clusters
  Score: Raw -307575.018132 + Penalty 2561.752349 = -305013.265784
  nChanged 7
		SP:Iteration 49Q (170417.320000 sec): 3 clusters
  Score: Raw -307580.418233 + Penalty 2561.752349 = -305018.665884
  nChanged 7
		SP:Iteration 50Q (170417.370000 sec): 3 clusters
  Score: Raw -307583.955854 + Penalty 2561.752349 = -305022.203505
  nChanged 3
		SP:Iteration 51Q (170417.420000 sec): 3 clusters
  Score: Raw -307585.630075 + Penalty 2561.752349 = -305023.877727
  nChanged 3
		SP:Iteration 52Q (170417.470000 sec): 3 clusters
  Score: Raw -307587.405725 + Penalty 2561.752349 = -305025.653376
  nChanged 3
		SP:Iteration 53Q (170417.510000 sec): 3 clusters
  Score: Raw -307590.232778 + Penalty 2561.752349 = -305028.480429
  nChanged 4
		SP:Iteration 54Q (170417.560000 sec): 3 clusters
  Score: Raw -307592.268704 + Penalty 2561.752349 = -305030.516356
  nChanged 7
		SP:Iteration 55Q (170417.610000 sec): 3 clusters
  Score: Raw -307598.402994 + Penalty 2561.752349 = -305036.650645
  nChanged 7
		SP:Iteration 56Q (170417.660000 sec): 3 clusters
  Score: Raw -307601.592572 + Penalty 2561.752349 = -305039.840224
  nChanged 3
		SP:Iteration 57Q (170417.700000 sec): 3 clusters
  Score: Raw -307604.577656 + Penalty 2561.752349 = -305042.825308
  nChanged 3
		SP:Iteration 58Q (170417.750000 sec): 3 clusters
  Score: Raw -307605.473146 + Penalty 2561.752349 = -305043.720797
  nChanged 2
		SP:Iteration 59Q (170417.800000 sec): 3 clusters
  Score: Raw -307606.563118 + Penalty 2561.752349 = -305044.810769
  nChanged 1
		SP:Iteration 60F (170417.840000 sec): 3 clusters
  Score: Raw -307608.156474 + Penalty 2561.752349 = -305046.404125
  nChanged 5
		SP:Iteration 61Q (170417.890000 sec): 3 clusters
  Score: Raw -307610.177592 + Penalty 2561.752349 = -305048.425243
  nChanged 1
		SP:Iteration 62Q (170417.930000 sec): 3 clusters
  Score: Raw -307611.179578 + Penalty 2561.752349 = -305049.427230
  nChanged 1
		SP:Iteration 63Q (170417.980000 sec): 3 clusters
  Score: Raw -307611.654331 + Penalty 2561.752349 = -305049.901982
  nChanged 1
		SP:Iteration 64Q (170418.030000 sec): 3 clusters
  Score: Raw -307612.579589 + Penalty 2561.752349 = -305050.827241
  nChanged 2
		SP:Iteration 65Q (170418.080000 sec): 3 clusters
  Score: Raw -307613.495068 + Penalty 2561.752349 = -305051.742719
  nChanged 1
		SP:Iteration 66Q (170418.120000 sec): 3 clusters
  Score: Raw -307614.030446 + Penalty 2561.752349 = -305052.278098
  nChanged 0
		SP:Iteration 67F (170418.170000 sec): 3 clusters
  Score: Raw -307614.030446 + Penalty 2561.752349 = -305052.278098
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 94 (5152 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (170418.250000 sec): 2 clusters
  Score: Raw -611453.736501 + Penalty 1388.910294 = -610064.826208
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (170418.360000 sec): 3 clusters
  Score: Raw -608765.563112 + Penalty 2777.820587 = -605987.742525
  nChanged 2103
		SP:Iteration 1F (170418.450000 sec): 3 clusters
  Score: Raw -609964.818307 + Penalty 2777.820587 = -607186.997720
  nChanged 391
		SP:Iteration 2F (170418.580000 sec): 3 clusters
  Score: Raw -610235.713161 + Penalty 2777.820587 = -607457.892574
  nChanged 325
		SP:Iteration 3F (170418.670000 sec): 3 clusters
  Score: Raw -610469.681198 + Penalty 2777.820587 = -607691.860611
  nChanged 317
		SP:Iteration 4F (170418.760000 sec): 3 clusters
  Score: Raw -610695.836915 + Penalty 2777.820587 = -607918.016328
  nChanged 265
		SP:Iteration 5F (170418.850000 sec): 3 clusters
  Score: Raw -610874.210725 + Penalty 2777.820587 = -608096.390138
  nChanged 216
		SP:Iteration 6Q (170418.940000 sec): 3 clusters
  Score: Raw -610991.690943 + Penalty 2777.820587 = -608213.870356
  nChanged 181
		SP:Iteration 7Q (170419.030000 sec): 3 clusters
  Score: Raw -611079.736639 + Penalty 2777.820587 = -608301.916052
  nChanged 136
		SP:Iteration 8Q (170419.120000 sec): 3 clusters
  Score: Raw -611139.999392 + Penalty 2777.820587 = -608362.178805
  nChanged 106
		SP:Iteration 9Q (170419.210000 sec): 3 clusters
  Score: Raw -611185.704439 + Penalty 2777.820587 = -608407.883852
  nChanged 83
		SP:Iteration 10Q (170419.300000 sec): 3 clusters
  Score: Raw -611226.246001 + Penalty 2777.820587 = -608448.425414
  nChanged 81
		SP:Iteration 11Q (170419.390000 sec): 3 clusters
  Score: Raw -611263.058622 + Penalty 2777.820587 = -608485.238035
  nChanged 75
		SP:Iteration 12Q (170419.480000 sec): 3 clusters
  Score: Raw -611299.257872 + Penalty 2777.820587 = -608521.437285
  nChanged 66
		SP:Iteration 13Q (170419.570000 sec): 3 clusters
  Score: Raw -611330.212834 + Penalty 2777.820587 = -608552.392247
  nChanged 46
		SP:Iteration 14Q (170419.660000 sec): 3 clusters
  Score: Raw -611349.115897 + Penalty 2777.820587 = -608571.295310
  nChanged 42
		SP:Iteration 15Q (170419.750000 sec): 3 clusters
  Score: Raw -611364.812917 + Penalty 2777.820587 = -608586.992330
  nChanged 38
		SP:Iteration 16Q (170419.840000 sec): 3 clusters
  Score: Raw -611384.783216 + Penalty 2777.820587 = -608606.962629
  nChanged 43
		SP:Iteration 17Q (170419.930000 sec): 3 clusters
  Score: Raw -611407.952734 + Penalty 2777.820587 = -608630.132147
  nChanged 48
		SP:Iteration 18Q (170420.020000 sec): 3 clusters
  Score: Raw -611434.087309 + Penalty 2777.820587 = -608656.266722
  nChanged 45
		SP:Iteration 19Q (170420.110000 sec): 3 clusters
  Score: Raw -611459.843692 + Penalty 2777.820587 = -608682.023105
  nChanged 38
		SP:Iteration 20F (170420.200000 sec): 3 clusters
  Score: Raw -611484.669493 + Penalty 2777.820587 = -608706.848906
  nChanged 43
		SP:Iteration 21Q (170420.290000 sec): 3 clusters
  Score: Raw -611511.411058 + Penalty 2777.820587 = -608733.590471
  nChanged 37
		SP:Iteration 22Q (170420.380000 sec): 3 clusters
  Score: Raw -611530.662779 + Penalty 2777.820587 = -608752.842192
  nChanged 46
		SP:Iteration 23Q (170420.460000 sec): 3 clusters
  Score: Raw -611556.033920 + Penalty 2777.820587 = -608778.213333
  nChanged 42
		SP:Iteration 24Q (170420.560000 sec): 3 clusters
  Score: Raw -611582.868998 + Penalty 2777.820587 = -608805.048411
  nChanged 40
		SP:Iteration 25Q (170420.640000 sec): 3 clusters
  Score: Raw -611603.084598 + Penalty 2777.820587 = -608825.264011
  nChanged 39
		SP:Iteration 26Q (170420.730000 sec): 3 clusters
  Score: Raw -611627.094096 + Penalty 2777.820587 = -608849.273509
  nChanged 43
		SP:Iteration 27Q (170420.820000 sec): 3 clusters
  Score: Raw -611649.649290 + Penalty 2777.820587 = -608871.828703
  nChanged 42
		SP:Iteration 28Q (170420.900000 sec): 3 clusters
  Score: Raw -611673.848052 + Penalty 2777.820587 = -608896.027465
  nChanged 38
		SP:Iteration 29Q (170420.990000 sec): 3 clusters
  Score: Raw -611695.733235 + Penalty 2777.820587 = -608917.912648
  nChanged 36
		SP:Iteration 30Q (170421.080000 sec): 3 clusters
  Score: Raw -611714.124115 + Penalty 2777.820587 = -608936.303528
  nChanged 33
		SP:Iteration 31Q (170421.170000 sec): 3 clusters
  Score: Raw -611733.570102 + Penalty 2777.820587 = -608955.749515
  nChanged 31
		SP:Iteration 32Q (170421.250000 sec): 3 clusters
  Score: Raw -611751.984378 + Penalty 2777.820587 = -608974.163791
  nChanged 28
		SP:Iteration 33Q (170421.340000 sec): 3 clusters
  Score: Raw -611764.911463 + Penalty 2777.820587 = -608987.090876
  nChanged 16
		SP:Iteration 34Q (170421.420000 sec): 3 clusters
  Score: Raw -611773.242939 + Penalty 2777.820587 = -608995.422352
  nChanged 19
		SP:Iteration 35Q (170421.510000 sec): 3 clusters
  Score: Raw -611781.854819 + Penalty 2777.820587 = -609004.034232
  nChanged 11
		SP:Iteration 36Q (170421.600000 sec): 3 clusters
  Score: Raw -611786.374278 + Penalty 2777.820587 = -609008.553691
  nChanged 11
		SP:Iteration 37Q (170421.680000 sec): 3 clusters
  Score: Raw -611791.586513 + Penalty 2777.820587 = -609013.765926
  nChanged 11
		SP:Iteration 38Q (170421.770000 sec): 3 clusters
  Score: Raw -611795.822821 + Penalty 2777.820587 = -609018.002234
  nChanged 5
		SP:Iteration 39Q (170421.860000 sec): 3 clusters
  Score: Raw -611798.365968 + Penalty 2777.820587 = -609020.545381
  nChanged 5
		SP:Iteration 40F (170421.950000 sec): 3 clusters
  Score: Raw -611802.800456 + Penalty 2777.820587 = -609024.979868
  nChanged 13
		SP:Iteration 41Q (170422.030000 sec): 3 clusters
  Score: Raw -611806.925129 + Penalty 2777.820587 = -609029.104542
  nChanged 6
		SP:Iteration 42Q (170422.120000 sec): 3 clusters
  Score: Raw -611808.187761 + Penalty 2777.820587 = -609030.367174
  nChanged 0
		SP:Iteration 43F (170422.210000 sec): 3 clusters
  Score: Raw -611808.187761 + Penalty 2777.820587 = -609030.367174
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 95 (1525 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (170422.270000 sec): 2 clusters
  Score: Raw -172214.425853 + Penalty 1191.084324 = -171023.341529
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (170422.300000 sec): 3 clusters
  Score: Raw -171685.596599 + Penalty 2382.168649 = -169303.427950
  nChanged 528
		SP:Iteration 1F (170422.330000 sec): 3 clusters
  Score: Raw -172227.905718 + Penalty 2382.168649 = -169845.737069
  nChanged 175
		SP:Iteration 2F (170422.360000 sec): 3 clusters
  Score: Raw -172558.489103 + Penalty 2382.168649 = -170176.320454
  nChanged 136
		SP:Iteration 3F (170422.390000 sec): 3 clusters
  Score: Raw -172842.017382 + Penalty 2382.168649 = -170459.848733
  nChanged 100
		SP:Iteration 4F (170422.420000 sec): 3 clusters
  Score: Raw -173058.748952 + Penalty 2382.168649 = -170676.580303
  nChanged 69
		SP:Iteration 5Q (170422.450000 sec): 3 clusters
  Score: Raw -173195.343951 + Penalty 2382.168649 = -170813.175302
  nChanged 46
		SP:Iteration 6Q (170422.480000 sec): 3 clusters
  Score: Raw -173302.191552 + Penalty 2382.168649 = -170920.022903
  nChanged 43
		SP:Iteration 7Q (170422.500000 sec): 3 clusters
  Score: Raw -173387.346435 + Penalty 2382.168649 = -171005.177786
  nChanged 29
		SP:Iteration 8Q (170422.530000 sec): 3 clusters
  Score: Raw -173430.664701 + Penalty 2382.168649 = -171048.496052
  nChanged 13
		SP:Iteration 9Q (170422.560000 sec): 3 clusters
  Score: Raw -173459.603290 + Penalty 2382.168649 = -171077.434641
  nChanged 12
		SP:Iteration 10Q (170422.580000 sec): 3 clusters
  Score: Raw -173476.571641 + Penalty 2382.168649 = -171094.402992
  nChanged 9
		SP:Iteration 11Q (170422.610000 sec): 3 clusters
  Score: Raw -173488.581423 + Penalty 2382.168649 = -171106.412774
  nChanged 4
		SP:Iteration 12Q (170422.640000 sec): 3 clusters
  Score: Raw -173492.547947 + Penalty 2382.168649 = -171110.379298
  nChanged 3
		SP:Iteration 13Q (170422.670000 sec): 3 clusters
  Score: Raw -173494.074501 + Penalty 2382.168649 = -171111.905852
  nChanged 3
		SP:Iteration 14Q (170422.700000 sec): 3 clusters
  Score: Raw -173495.640512 + Penalty 2382.168649 = -171113.471863
  nChanged 1
		SP:Iteration 15Q (170422.720000 sec): 3 clusters
  Score: Raw -173498.577684 + Penalty 2382.168649 = -171116.409035
  nChanged 4
		SP:Iteration 16Q (170422.750000 sec): 3 clusters
  Score: Raw -173505.463985 + Penalty 2382.168649 = -171123.295336
  nChanged 3
		SP:Iteration 17Q (170422.780000 sec): 3 clusters
  Score: Raw -173507.540656 + Penalty 2382.168649 = -171125.372007
  nChanged 1
		SP:Iteration 18Q (170422.810000 sec): 3 clusters
  Score: Raw -173508.061163 + Penalty 2382.168649 = -171125.892514
  nChanged 1
		SP:Iteration 19Q (170422.840000 sec): 3 clusters
  Score: Raw -173508.423666 + Penalty 2382.168649 = -171126.255017
  nChanged 1
		SP:Iteration 20F (170422.860000 sec): 3 clusters
  Score: Raw -173509.182993 + Penalty 2382.168649 = -171127.014344
  nChanged 3
		SP:Iteration 21Q (170422.890000 sec): 3 clusters
  Score: Raw -173513.747886 + Penalty 2382.168649 = -171131.579237
  nChanged 7
		SP:Iteration 22Q (170422.920000 sec): 3 clusters
  Score: Raw -173526.298505 + Penalty 2382.168649 = -171144.129856
  nChanged 14
		SP:Iteration 23Q (170422.940000 sec): 3 clusters
  Score: Raw -173559.881034 + Penalty 2382.168649 = -171177.712385
  nChanged 13
		SP:Iteration 24Q (170422.970000 sec): 3 clusters
  Score: Raw -173603.595391 + Penalty 2382.168649 = -171221.426742
  nChanged 21
		SP:Iteration 25Q (170423.000000 sec): 3 clusters
  Score: Raw -173793.210599 + Penalty 2382.168649 = -171411.041950
  nChanged 25
		SP:Iteration 26Q (170423.020000 sec): 3 clusters
  Score: Raw -174080.517370 + Penalty 2382.168649 = -171698.348721
  nChanged 11
		SP:Iteration 27Q (170423.050000 sec): 3 clusters
  Score: Raw -174094.872866 + Penalty 2382.168649 = -171712.704217
  nChanged 9
		SP:Iteration 28Q (170423.080000 sec): 3 clusters
  Score: Raw -174104.922368 + Penalty 2382.168649 = -171722.753720
  nChanged 4
		SP:Iteration 29Q (170423.110000 sec): 3 clusters
  Score: Raw -174110.923818 + Penalty 2382.168649 = -171728.755169
  nChanged 6
		SP:Iteration 30Q (170423.140000 sec): 3 clusters
  Score: Raw -174116.931987 + Penalty 2382.168649 = -171734.763338
  nChanged 5
		SP:Iteration 31Q (170423.160000 sec): 3 clusters
  Score: Raw -174120.750579 + Penalty 2382.168649 = -171738.581930
  nChanged 3
		SP:Iteration 32Q (170423.190000 sec): 3 clusters
  Score: Raw -174123.880944 + Penalty 2382.168649 = -171741.712295
  nChanged 3
		SP:Iteration 33Q (170423.220000 sec): 3 clusters
  Score: Raw -174125.495060 + Penalty 2382.168649 = -171743.326411
  nChanged 3
		SP:Iteration 34Q (170423.240000 sec): 3 clusters
  Score: Raw -174127.697014 + Penalty 2382.168649 = -171745.528365
  nChanged 2
		SP:Iteration 35Q (170423.270000 sec): 3 clusters
  Score: Raw -174131.981435 + Penalty 2382.168649 = -171749.812786
  nChanged 2
		SP:Iteration 36Q (170423.300000 sec): 3 clusters
  Score: Raw -174135.857615 + Penalty 2382.168649 = -171753.688966
  nChanged 3
		SP:Iteration 37Q (170423.320000 sec): 3 clusters
  Score: Raw -174141.462766 + Penalty 2382.168649 = -171759.294117
  nChanged 3
		SP:Iteration 38Q (170423.350000 sec): 3 clusters
  Score: Raw -174143.765389 + Penalty 2382.168649 = -171761.596740
  nChanged 3
		SP:Iteration 39Q (170423.380000 sec): 3 clusters
  Score: Raw -174146.174045 + Penalty 2382.168649 = -171764.005396
  nChanged 4
		SP:Iteration 40F (170423.410000 sec): 3 clusters
  Score: Raw -174149.688385 + Penalty 2382.168649 = -171767.519736
  nChanged 1
		SP:Iteration 41Q (170423.440000 sec): 3 clusters
  Score: Raw -174151.380101 + Penalty 2382.168649 = -171769.211452
  nChanged 3
		SP:Iteration 42Q (170423.460000 sec): 3 clusters
  Score: Raw -174156.848110 + Penalty 2382.168649 = -171774.679461
  nChanged 5
		SP:Iteration 43Q (170423.490000 sec): 3 clusters
  Score: Raw -174162.772582 + Penalty 2382.168649 = -171780.603933
  nChanged 9
		SP:Iteration 44Q (170423.520000 sec): 3 clusters
  Score: Raw -174182.412286 + Penalty 2382.168649 = -171800.243637
  nChanged 9
		SP:Iteration 45Q (170423.540000 sec): 3 clusters
  Score: Raw -174195.176750 + Penalty 2382.168649 = -171813.008101
  nChanged 6
		SP:Iteration 46Q (170423.570000 sec): 3 clusters
  Score: Raw -174206.691414 + Penalty 2382.168649 = -171824.522765
  nChanged 5
		SP:Iteration 47Q (170423.600000 sec): 3 clusters
  Score: Raw -174217.233998 + Penalty 2382.168649 = -171835.065349
  nChanged 9
		SP:Iteration 48Q (170423.620000 sec): 3 clusters
  Score: Raw -174230.568617 + Penalty 2382.168649 = -171848.399968
  nChanged 3
		SP:Iteration 49Q (170423.650000 sec): 3 clusters
  Score: Raw -174235.887277 + Penalty 2382.168649 = -171853.718628
  nChanged 0
		SP:Iteration 50F (170423.680000 sec): 3 clusters
  Score: Raw -174235.887277 + Penalty 2382.168649 = -171853.718628
  nChanged 0
  Score: Raw -119140318.630329 + Penalty 263292.920647 = -118877025.709682

Splitting cluster 95 changes total score from -118876982.188910 to -118877025.709682

 So it's getting split into cluster 117.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 96 (13791 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (170779.960000 sec): 2 clusters
  Score: Raw -1658594.183806 + Penalty 1548.912866 = -1657045.270940
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (170780.170000 sec): 3 clusters
  Score: Raw -1650531.572005 + Penalty 3097.825732 = -1647433.746273
  nChanged 6098
		SP:Iteration 1F (170780.370000 sec): 3 clusters
  Score: Raw -1654406.072575 + Penalty 3097.825732 = -1651308.246843
  nChanged 1229
		SP:Iteration 2F (170780.550000 sec): 3 clusters
  Score: Raw -1655397.282885 + Penalty 3097.825732 = -1652299.457152
  nChanged 1228
		SP:Iteration 3F (170780.770000 sec): 3 clusters
  Score: Raw -1656416.166155 + Penalty 3097.825732 = -1653318.340423
  nChanged 1068
		SP:Iteration 4F (170780.940000 sec): 3 clusters
  Score: Raw -1657225.311363 + Penalty 3097.825732 = -1654127.485630
  nChanged 798
		SP:Iteration 5F (170781.150000 sec): 3 clusters
  Score: Raw -1657737.864117 + Penalty 3097.825732 = -1654640.038385
  nChanged 585
		SP:Iteration 6Q (170781.360000 sec): 3 clusters
  Score: Raw -1658078.673451 + Penalty 3097.825732 = -1654980.847719
  nChanged 410
		SP:Iteration 7Q (170781.560000 sec): 3 clusters
  Score: Raw -1658301.116815 + Penalty 3097.825732 = -1655203.291083
  nChanged 315
		SP:Iteration 8Q (170781.740000 sec): 3 clusters
  Score: Raw -1658455.800254 + Penalty 3097.825732 = -1655357.974522
  nChanged 246
		SP:Iteration 9Q (170781.930000 sec): 3 clusters
  Score: Raw -1658570.480732 + Penalty 3097.825732 = -1655472.654999
  nChanged 189
		SP:Iteration 10Q (170782.140000 sec): 3 clusters
  Score: Raw -1658661.094639 + Penalty 3097.825732 = -1655563.268906
  nChanged 147
		SP:Iteration 11Q (170782.350000 sec): 3 clusters
  Score: Raw -1658733.686250 + Penalty 3097.825732 = -1655635.860517
  nChanged 124
		SP:Iteration 12Q (170782.520000 sec): 3 clusters
  Score: Raw -1658785.729176 + Penalty 3097.825732 = -1655687.903444
  nChanged 116
		SP:Iteration 13Q (170782.700000 sec): 3 clusters
  Score: Raw -1658827.453801 + Penalty 3097.825732 = -1655729.628068
  nChanged 93
		SP:Iteration 14Q (170782.880000 sec): 3 clusters
  Score: Raw -1658862.762970 + Penalty 3097.825732 = -1655764.937238
  nChanged 80
		SP:Iteration 15Q (170783.080000 sec): 3 clusters
  Score: Raw -1658892.863960 + Penalty 3097.825732 = -1655795.038228
  nChanged 86
		SP:Iteration 16Q (170783.290000 sec): 3 clusters
  Score: Raw -1658937.463069 + Penalty 3097.825732 = -1655839.637336
  nChanged 89
		SP:Iteration 17Q (170783.460000 sec): 3 clusters
  Score: Raw -1658972.342898 + Penalty 3097.825732 = -1655874.517165
  nChanged 62
		SP:Iteration 18Q (170783.630000 sec): 3 clusters
  Score: Raw -1658996.218983 + Penalty 3097.825732 = -1655898.393250
  nChanged 61
		SP:Iteration 19Q (170783.800000 sec): 3 clusters
  Score: Raw -1659015.298304 + Penalty 3097.825732 = -1655917.472572
  nChanged 41
		SP:Iteration 20F (170784.030000 sec): 3 clusters
  Score: Raw -1659030.039586 + Penalty 3097.825732 = -1655932.213854
  nChanged 34
		SP:Iteration 21Q (170784.190000 sec): 3 clusters
  Score: Raw -1659041.981706 + Penalty 3097.825732 = -1655944.155973
  nChanged 28
		SP:Iteration 22Q (170784.370000 sec): 3 clusters
  Score: Raw -1659051.945259 + Penalty 3097.825732 = -1655954.119527
  nChanged 26
		SP:Iteration 23Q (170784.560000 sec): 3 clusters
  Score: Raw -1659061.264446 + Penalty 3097.825732 = -1655963.438713
  nChanged 18
		SP:Iteration 24Q (170784.720000 sec): 3 clusters
  Score: Raw -1659068.706881 + Penalty 3097.825732 = -1655970.881148
  nChanged 23
		SP:Iteration 25Q (170784.900000 sec): 3 clusters
  Score: Raw -1659077.226026 + Penalty 3097.825732 = -1655979.400294
  nChanged 28
		SP:Iteration 26Q (170785.070000 sec): 3 clusters
  Score: Raw -1659088.117913 + Penalty 3097.825732 = -1655990.292181
  nChanged 27
		SP:Iteration 27Q (170785.270000 sec): 3 clusters
  Score: Raw -1659102.324413 + Penalty 3097.825732 = -1656004.498681
  nChanged 27
		SP:Iteration 28Q (170785.460000 sec): 3 clusters
  Score: Raw -1659113.476283 + Penalty 3097.825732 = -1656015.650550
  nChanged 30
		SP:Iteration 29Q (170785.640000 sec): 3 clusters
  Score: Raw -1659123.005837 + Penalty 3097.825732 = -1656025.180104
  nChanged 21
		SP:Iteration 30Q (170785.810000 sec): 3 clusters
  Score: Raw -1659129.408905 + Penalty 3097.825732 = -1656031.583172
  nChanged 13
		SP:Iteration 31Q (170786.010000 sec): 3 clusters
  Score: Raw -1659133.141036 + Penalty 3097.825732 = -1656035.315304
  nChanged 8
		SP:Iteration 32Q (170786.190000 sec): 3 clusters
  Score: Raw -1659135.297887 + Penalty 3097.825732 = -1656037.472154
  nChanged 7
		SP:Iteration 33Q (170786.370000 sec): 3 clusters
  Score: Raw -1659137.381592 + Penalty 3097.825732 = -1656039.555860
  nChanged 4
		SP:Iteration 34Q (170786.560000 sec): 3 clusters
  Score: Raw -1659139.599226 + Penalty 3097.825732 = -1656041.773494
  nChanged 5
		SP:Iteration 35Q (170786.720000 sec): 3 clusters
  Score: Raw -1659140.557668 + Penalty 3097.825732 = -1656042.731936
  nChanged 2
		SP:Iteration 36Q (170786.890000 sec): 3 clusters
  Score: Raw -1659141.136924 + Penalty 3097.825732 = -1656043.311191
  nChanged 1
		SP:Iteration 37Q (170787.090000 sec): 3 clusters
  Score: Raw -1659141.202349 + Penalty 3097.825732 = -1656043.376617
  nChanged 0
		SP:Iteration 38F (170787.260000 sec): 3 clusters
  Score: Raw -1659141.202349 + Penalty 3097.825732 = -1656043.376617
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 97 (4062 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (170787.340000 sec): 2 clusters
  Score: Raw -454293.766785 + Penalty 1350.282496 = -452943.484290
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (170787.440000 sec): 3 clusters
  Score: Raw -452269.201609 + Penalty 2700.564991 = -449568.636618
  nChanged 1586
		SP:Iteration 1F (170787.510000 sec): 3 clusters
  Score: Raw -453119.185989 + Penalty 2700.564991 = -450418.620998
  nChanged 325
		SP:Iteration 2F (170787.580000 sec): 3 clusters
  Score: Raw -453310.899277 + Penalty 2700.564991 = -450610.334286
  nChanged 228
		SP:Iteration 3F (170787.660000 sec): 3 clusters
  Score: Raw -453444.229054 + Penalty 2700.564991 = -450743.664063
  nChanged 181
		SP:Iteration 4Q (170787.730000 sec): 3 clusters
  Score: Raw -453569.430749 + Penalty 2700.564991 = -450868.865758
  nChanged 167
		SP:Iteration 5Q (170787.800000 sec): 3 clusters
  Score: Raw -453667.413317 + Penalty 2700.564991 = -450966.848326
  nChanged 142
		SP:Iteration 6Q (170787.880000 sec): 3 clusters
  Score: Raw -453770.213659 + Penalty 2700.564991 = -451069.648668
  nChanged 156
		SP:Iteration 7Q (170787.950000 sec): 3 clusters
  Score: Raw -453872.247798 + Penalty 2700.564991 = -451171.682807
  nChanged 150
		SP:Iteration 8Q (170788.020000 sec): 3 clusters
  Score: Raw -453975.188014 + Penalty 2700.564991 = -451274.623023
  nChanged 145
		SP:Iteration 9Q (170788.100000 sec): 3 clusters
  Score: Raw -454102.129010 + Penalty 2700.564991 = -451401.564019
  nChanged 158
		SP:Iteration 10Q (170788.170000 sec): 3 clusters
  Score: Raw -454228.551420 + Penalty 2700.564991 = -451527.986428
  nChanged 162
		SP:Iteration 11Q (170788.240000 sec): 3 clusters
  Score: Raw -454357.222592 + Penalty 2700.564991 = -451656.657601
  nChanged 143
		SP:Iteration 12Q (170788.320000 sec): 3 clusters
  Score: Raw -454469.833605 + Penalty 2700.564991 = -451769.268613
  nChanged 146
		SP:Iteration 13Q (170788.390000 sec): 3 clusters
  Score: Raw -454580.418428 + Penalty 2700.564991 = -451879.853437
  nChanged 136
		SP:Iteration 14Q (170788.460000 sec): 3 clusters
  Score: Raw -454691.719511 + Penalty 2700.564991 = -451991.154520
  nChanged 134
		SP:Iteration 15Q (170788.530000 sec): 3 clusters
  Score: Raw -454807.803506 + Penalty 2700.564991 = -452107.238515
  nChanged 134
		SP:Iteration 16Q (170788.600000 sec): 3 clusters
  Score: Raw -454934.864892 + Penalty 2700.564991 = -452234.299901
  nChanged 128
		SP:Iteration 17Q (170788.670000 sec): 3 clusters
  Score: Raw -455084.768145 + Penalty 2700.564991 = -452384.203154
  nChanged 134
		SP:Iteration 18Q (170788.740000 sec): 3 clusters
  Score: Raw -455242.568501 + Penalty 2700.564991 = -452542.003509
  nChanged 122
		SP:Iteration 19Q (170788.820000 sec): 3 clusters
  Score: Raw -455355.741953 + Penalty 2700.564991 = -452655.176962
  nChanged 70
		SP:Iteration 20F (170788.890000 sec): 3 clusters
  Score: Raw -455401.813712 + Penalty 2700.564991 = -452701.248720
  nChanged 42
		SP:Iteration 21Q (170788.960000 sec): 3 clusters
  Score: Raw -455423.031158 + Penalty 2700.564991 = -452722.466166
  nChanged 27
		SP:Iteration 22Q (170789.030000 sec): 3 clusters
  Score: Raw -455431.894033 + Penalty 2700.564991 = -452731.329041
  nChanged 12
		SP:Iteration 23Q (170789.100000 sec): 3 clusters
  Score: Raw -455436.277298 + Penalty 2700.564991 = -452735.712307
  nChanged 10
		SP:Iteration 24Q (170789.170000 sec): 3 clusters
  Score: Raw -455438.986440 + Penalty 2700.564991 = -452738.421449
  nChanged 3
		SP:Iteration 25Q (170789.240000 sec): 3 clusters
  Score: Raw -455439.768464 + Penalty 2700.564991 = -452739.203473
  nChanged 2
		SP:Iteration 26Q (170789.310000 sec): 3 clusters
  Score: Raw -455439.978662 + Penalty 2700.564991 = -452739.413671
  nChanged 0
		SP:Iteration 27F (170789.380000 sec): 3 clusters
  Score: Raw -455439.978662 + Penalty 2700.564991 = -452739.413671
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 98 (7162 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (170789.480000 sec): 2 clusters
  Score: Raw -847866.783428 + Penalty 1442.438489 = -846424.344939
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (170789.620000 sec): 3 clusters
  Score: Raw -844001.766224 + Penalty 2884.876979 = -841116.889245
  nChanged 3017
		SP:Iteration 1F (170789.730000 sec): 3 clusters
  Score: Raw -845637.345035 + Penalty 2884.876979 = -842752.468056
  nChanged 485
		SP:Iteration 2F (170789.830000 sec): 3 clusters
  Score: Raw -845898.682791 + Penalty 2884.876979 = -843013.805812
  nChanged 413
		SP:Iteration 3F (170789.940000 sec): 3 clusters
  Score: Raw -846107.751843 + Penalty 2884.876979 = -843222.874864
  nChanged 363
		SP:Iteration 4F (170790.040000 sec): 3 clusters
  Score: Raw -846281.057108 + Penalty 2884.876979 = -843396.180129
  nChanged 312
		SP:Iteration 5Q (170790.150000 sec): 3 clusters
  Score: Raw -846428.938104 + Penalty 2884.876979 = -843544.061125
  nChanged 284
		SP:Iteration 6Q (170790.270000 sec): 3 clusters
  Score: Raw -846568.396825 + Penalty 2884.876979 = -843683.519846
  nChanged 249
		SP:Iteration 7Q (170790.390000 sec): 3 clusters
  Score: Raw -846700.899654 + Penalty 2884.876979 = -843816.022675
  nChanged 242
		SP:Iteration 8Q (170790.510000 sec): 3 clusters
  Score: Raw -846815.210459 + Penalty 2884.876979 = -843930.333480
  nChanged 230
		SP:Iteration 9Q (170790.630000 sec): 3 clusters
  Score: Raw -846939.658743 + Penalty 2884.876979 = -844054.781764
  nChanged 242
		SP:Iteration 10Q (170790.740000 sec): 3 clusters
  Score: Raw -847085.937228 + Penalty 2884.876979 = -844201.060249
  nChanged 240
		SP:Iteration 11Q (170790.860000 sec): 3 clusters
  Score: Raw -847223.201752 + Penalty 2884.876979 = -844338.324773
  nChanged 206
		SP:Iteration 12Q (170790.970000 sec): 3 clusters
  Score: Raw -847311.114874 + Penalty 2884.876979 = -844426.237895
  nChanged 170
		SP:Iteration 13Q (170791.090000 sec): 3 clusters
  Score: Raw -847375.520193 + Penalty 2884.876979 = -844490.643214
  nChanged 139
		SP:Iteration 14Q (170791.200000 sec): 3 clusters
  Score: Raw -847422.899041 + Penalty 2884.876979 = -844538.022062
  nChanged 103
		SP:Iteration 15Q (170791.320000 sec): 3 clusters
  Score: Raw -847454.013885 + Penalty 2884.876979 = -844569.136906
  nChanged 82
		SP:Iteration 16Q (170791.430000 sec): 3 clusters
  Score: Raw -847479.264225 + Penalty 2884.876979 = -844594.387246
  nChanged 68
		SP:Iteration 17Q (170791.550000 sec): 3 clusters
  Score: Raw -847500.953262 + Penalty 2884.876979 = -844616.076283
  nChanged 69
		SP:Iteration 18Q (170791.670000 sec): 3 clusters
  Score: Raw -847518.903785 + Penalty 2884.876979 = -844634.026806
  nChanged 60
		SP:Iteration 19Q (170791.790000 sec): 3 clusters
  Score: Raw -847535.948363 + Penalty 2884.876979 = -844651.071384
  nChanged 59
		SP:Iteration 20F (170791.910000 sec): 3 clusters
  Score: Raw -847550.073630 + Penalty 2884.876979 = -844665.196651
  nChanged 43
		SP:Iteration 21Q (170792.030000 sec): 3 clusters
  Score: Raw -847560.636844 + Penalty 2884.876979 = -844675.759865
  nChanged 42
		SP:Iteration 22Q (170792.140000 sec): 3 clusters
  Score: Raw -847573.032753 + Penalty 2884.876979 = -844688.155774
  nChanged 39
		SP:Iteration 23Q (170792.260000 sec): 3 clusters
  Score: Raw -847582.893593 + Penalty 2884.876979 = -844698.016614
  nChanged 39
		SP:Iteration 24Q (170792.380000 sec): 3 clusters
  Score: Raw -847590.622599 + Penalty 2884.876979 = -844705.745620
  nChanged 33
		SP:Iteration 25Q (170792.490000 sec): 3 clusters
  Score: Raw -847596.467141 + Penalty 2884.876979 = -844711.590162
  nChanged 21
		SP:Iteration 26Q (170792.610000 sec): 3 clusters
  Score: Raw -847599.424603 + Penalty 2884.876979 = -844714.547624
  nChanged 9
		SP:Iteration 27Q (170792.730000 sec): 3 clusters
  Score: Raw -847600.562547 + Penalty 2884.876979 = -844715.685568
  nChanged 11
		SP:Iteration 28Q (170792.850000 sec): 3 clusters
  Score: Raw -847602.178640 + Penalty 2884.876979 = -844717.301661
  nChanged 12
		SP:Iteration 29Q (170792.960000 sec): 3 clusters
  Score: Raw -847604.329560 + Penalty 2884.876979 = -844719.452581
  nChanged 6
		SP:Iteration 30Q (170793.080000 sec): 3 clusters
  Score: Raw -847605.220464 + Penalty 2884.876979 = -844720.343485
  nChanged 8
		SP:Iteration 31Q (170793.200000 sec): 3 clusters
  Score: Raw -847607.167580 + Penalty 2884.876979 = -844722.290601
  nChanged 9
		SP:Iteration 32Q (170793.310000 sec): 3 clusters
  Score: Raw -847608.036914 + Penalty 2884.876979 = -844723.159935
  nChanged 6
		SP:Iteration 33Q (170793.430000 sec): 3 clusters
  Score: Raw -847608.682821 + Penalty 2884.876979 = -844723.805842
  nChanged 8
		SP:Iteration 34Q (170793.550000 sec): 3 clusters
  Score: Raw -847609.952532 + Penalty 2884.876979 = -844725.075553
  nChanged 2
		SP:Iteration 35Q (170793.670000 sec): 3 clusters
  Score: Raw -847610.210943 + Penalty 2884.876979 = -844725.333965
  nChanged 0
		SP:Iteration 36F (170793.790000 sec): 3 clusters
  Score: Raw -847610.210943 + Penalty 2884.876979 = -844725.333965
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 99 (2142 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (170793.860000 sec): 2 clusters
  Score: Raw -246594.208352 + Penalty 1246.292978 = -245347.915373
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (170793.900000 sec): 3 clusters
  Score: Raw -245670.109732 + Penalty 2492.585957 = -243177.523775
  nChanged 765
		SP:Iteration 1F (170793.950000 sec): 3 clusters
  Score: Raw -246184.059802 + Penalty 2492.585957 = -243691.473845
  nChanged 191
		SP:Iteration 2F (170793.990000 sec): 3 clusters
  Score: Raw -246360.802287 + Penalty 2492.585957 = -243868.216330
  nChanged 134
		SP:Iteration 3F (170794.030000 sec): 3 clusters
  Score: Raw -246508.023844 + Penalty 2492.585957 = -244015.437887
  nChanged 127
		SP:Iteration 4F (170794.070000 sec): 3 clusters
  Score: Raw -246636.211705 + Penalty 2492.585957 = -244143.625749
  nChanged 100
		SP:Iteration 5Q (170794.110000 sec): 3 clusters
  Score: Raw -246731.359517 + Penalty 2492.585957 = -244238.773561
  nChanged 83
		SP:Iteration 6Q (170794.150000 sec): 3 clusters
  Score: Raw -246814.956237 + Penalty 2492.585957 = -244322.370280
  nChanged 81
		SP:Iteration 7Q (170794.190000 sec): 3 clusters
  Score: Raw -246892.357055 + Penalty 2492.585957 = -244399.771098
  nChanged 57
		SP:Iteration 8Q (170794.230000 sec): 3 clusters
  Score: Raw -246959.576136 + Penalty 2492.585957 = -244466.990180
  nChanged 67
		SP:Iteration 9Q (170794.270000 sec): 3 clusters
  Score: Raw -247018.026202 + Penalty 2492.585957 = -244525.440246
  nChanged 52
		SP:Iteration 10Q (170794.310000 sec): 3 clusters
  Score: Raw -247083.689306 + Penalty 2492.585957 = -244591.103350
  nChanged 60
		SP:Iteration 11Q (170794.350000 sec): 3 clusters
  Score: Raw -247180.083926 + Penalty 2492.585957 = -244687.497969
  nChanged 75
		SP:Iteration 12Q (170794.390000 sec): 3 clusters
  Score: Raw -247276.141399 + Penalty 2492.585957 = -244783.555443
  nChanged 66
		SP:Iteration 13Q (170794.420000 sec): 3 clusters
  Score: Raw -247374.682411 + Penalty 2492.585957 = -244882.096455
  nChanged 60
		SP:Iteration 14Q (170794.460000 sec): 3 clusters
  Score: Raw -247471.592585 + Penalty 2492.585957 = -244979.006629
  nChanged 54
		SP:Iteration 15Q (170794.500000 sec): 3 clusters
  Score: Raw -247560.115265 + Penalty 2492.585957 = -245067.529308
  nChanged 43
		SP:Iteration 16Q (170794.540000 sec): 3 clusters
  Score: Raw -247610.516424 + Penalty 2492.585957 = -245117.930467
  nChanged 37
		SP:Iteration 17Q (170794.570000 sec): 3 clusters
  Score: Raw -247648.913584 + Penalty 2492.585957 = -245156.327627
  nChanged 28
		SP:Iteration 18Q (170794.610000 sec): 3 clusters
  Score: Raw -247679.888540 + Penalty 2492.585957 = -245187.302583
  nChanged 19
		SP:Iteration 19Q (170794.650000 sec): 3 clusters
  Score: Raw -247703.710155 + Penalty 2492.585957 = -245211.124199
  nChanged 19
		SP:Iteration 20F (170794.690000 sec): 3 clusters
  Score: Raw -247730.080466 + Penalty 2492.585957 = -245237.494509
  nChanged 20
		SP:Iteration 21Q (170794.720000 sec): 3 clusters
  Score: Raw -247747.325016 + Penalty 2492.585957 = -245254.739059
  nChanged 9
		SP:Iteration 22Q (170794.760000 sec): 3 clusters
  Score: Raw -247755.410820 + Penalty 2492.585957 = -245262.824864
  nChanged 7
		SP:Iteration 23Q (170794.800000 sec): 3 clusters
  Score: Raw -247761.978387 + Penalty 2492.585957 = -245269.392431
  nChanged 4
		SP:Iteration 24Q (170794.830000 sec): 3 clusters
  Score: Raw -247763.744857 + Penalty 2492.585957 = -245271.158901
  nChanged 4
		SP:Iteration 25Q (170794.870000 sec): 3 clusters
  Score: Raw -247765.273786 + Penalty 2492.585957 = -245272.687830
  nChanged 0
		SP:Iteration 26F (170794.910000 sec): 3 clusters
  Score: Raw -247765.273786 + Penalty 2492.585957 = -245272.687830
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 100 (3406 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (170794.980000 sec): 2 clusters
  Score: Raw -364025.386969 + Penalty 1321.660252 = -362703.726716
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (170795.050000 sec): 3 clusters
  Score: Raw -362398.620710 + Penalty 2643.320505 = -359755.300205
  nChanged 1316
		SP:Iteration 1F (170795.120000 sec): 3 clusters
  Score: Raw -363253.676154 + Penalty 2643.320505 = -360610.355649
  nChanged 286
		SP:Iteration 2F (170795.190000 sec): 3 clusters
  Score: Raw -363492.115698 + Penalty 2643.320505 = -360848.795193
  nChanged 215
		SP:Iteration 3F (170795.250000 sec): 3 clusters
  Score: Raw -363681.694640 + Penalty 2643.320505 = -361038.374135
  nChanged 197
		SP:Iteration 4F (170795.310000 sec): 3 clusters
  Score: Raw -363859.006975 + Penalty 2643.320505 = -361215.686470
  nChanged 173
		SP:Iteration 5F (170795.370000 sec): 3 clusters
  Score: Raw -364010.147862 + Penalty 2643.320505 = -361366.827357
  nChanged 140
		SP:Iteration 6Q (170795.430000 sec): 3 clusters
  Score: Raw -364130.518053 + Penalty 2643.320505 = -361487.197548
  nChanged 116
		SP:Iteration 7Q (170795.490000 sec): 3 clusters
  Score: Raw -364230.947152 + Penalty 2643.320505 = -361587.626647
  nChanged 119
		SP:Iteration 8Q (170795.550000 sec): 3 clusters
  Score: Raw -364325.511033 + Penalty 2643.320505 = -361682.190528
  nChanged 106
		SP:Iteration 9Q (170795.610000 sec): 3 clusters
  Score: Raw -364421.128522 + Penalty 2643.320505 = -361777.808018
  nChanged 103
		SP:Iteration 10Q (170795.680000 sec): 3 clusters
  Score: Raw -364513.959464 + Penalty 2643.320505 = -361870.638959
  nChanged 89
		SP:Iteration 11Q (170795.740000 sec): 3 clusters
  Score: Raw -364595.146672 + Penalty 2643.320505 = -361951.826167
  nChanged 94
		SP:Iteration 12Q (170795.800000 sec): 3 clusters
  Score: Raw -364701.778401 + Penalty 2643.320505 = -362058.457896
  nChanged 96
		SP:Iteration 13Q (170795.860000 sec): 3 clusters
  Score: Raw -364810.014039 + Penalty 2643.320505 = -362166.693534
  nChanged 83
		SP:Iteration 14Q (170795.920000 sec): 3 clusters
  Score: Raw -364884.501389 + Penalty 2643.320505 = -362241.180884
  nChanged 66
		SP:Iteration 15Q (170795.980000 sec): 3 clusters
  Score: Raw -364942.400450 + Penalty 2643.320505 = -362299.079945
  nChanged 52
		SP:Iteration 16Q (170796.040000 sec): 3 clusters
  Score: Raw -364977.874865 + Penalty 2643.320505 = -362334.554360
  nChanged 44
		SP:Iteration 17Q (170796.100000 sec): 3 clusters
  Score: Raw -365007.075220 + Penalty 2643.320505 = -362363.754715
  nChanged 29
		SP:Iteration 18Q (170796.160000 sec): 3 clusters
  Score: Raw -365026.020871 + Penalty 2643.320505 = -362382.700366
  nChanged 21
		SP:Iteration 19Q (170796.220000 sec): 3 clusters
  Score: Raw -365036.324766 + Penalty 2643.320505 = -362393.004261
  nChanged 13
		SP:Iteration 20F (170796.280000 sec): 3 clusters
  Score: Raw -365043.553565 + Penalty 2643.320505 = -362400.233060
  nChanged 7
		SP:Iteration 21Q (170796.340000 sec): 3 clusters
  Score: Raw -365046.641025 + Penalty 2643.320505 = -362403.320520
  nChanged 9
		SP:Iteration 22Q (170796.400000 sec): 3 clusters
  Score: Raw -365051.211754 + Penalty 2643.320505 = -362407.891250
  nChanged 9
		SP:Iteration 23Q (170796.460000 sec): 3 clusters
  Score: Raw -365057.719856 + Penalty 2643.320505 = -362414.399351
  nChanged 9
		SP:Iteration 24Q (170796.520000 sec): 3 clusters
  Score: Raw -365061.543921 + Penalty 2643.320505 = -362418.223416
  nChanged 12
		SP:Iteration 25Q (170796.580000 sec): 3 clusters
  Score: Raw -365066.654551 + Penalty 2643.320505 = -362423.334046
  nChanged 8
		SP:Iteration 26Q (170796.640000 sec): 3 clusters
  Score: Raw -365073.402366 + Penalty 2643.320505 = -362430.081861
  nChanged 10
		SP:Iteration 27Q (170796.700000 sec): 3 clusters
  Score: Raw -365080.451388 + Penalty 2643.320505 = -362437.130883
  nChanged 11
		SP:Iteration 28Q (170796.760000 sec): 3 clusters
  Score: Raw -365088.776037 + Penalty 2643.320505 = -362445.455532
  nChanged 9
		SP:Iteration 29Q (170796.810000 sec): 3 clusters
  Score: Raw -365092.357503 + Penalty 2643.320505 = -362449.036998
  nChanged 8
		SP:Iteration 30Q (170796.870000 sec): 3 clusters
  Score: Raw -365095.268082 + Penalty 2643.320505 = -362451.947577
  nChanged 4
		SP:Iteration 31Q (170796.930000 sec): 3 clusters
  Score: Raw -365096.971852 + Penalty 2643.320505 = -362453.651347
  nChanged 5
		SP:Iteration 32Q (170796.990000 sec): 3 clusters
  Score: Raw -365098.904944 + Penalty 2643.320505 = -362455.584439
  nChanged 4
		SP:Iteration 33Q (170797.050000 sec): 3 clusters
  Score: Raw -365100.132735 + Penalty 2643.320505 = -362456.812230
  nChanged 3
		SP:Iteration 34Q (170797.110000 sec): 3 clusters
  Score: Raw -365101.040499 + Penalty 2643.320505 = -362457.719994
  nChanged 0
		SP:Iteration 35F (170797.170000 sec): 3 clusters
  Score: Raw -365101.040499 + Penalty 2643.320505 = -362457.719994
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 101 (1734 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (170797.240000 sec): 2 clusters
  Score: Raw -190016.249237 + Penalty 1211.955251 = -188804.293986
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (170797.270000 sec): 3 clusters
  Score: Raw -189342.635074 + Penalty 2423.910501 = -186918.724573
  nChanged 611
		SP:Iteration 1F (170797.310000 sec): 3 clusters
  Score: Raw -189856.074335 + Penalty 2423.910501 = -187432.163834
  nChanged 178
		SP:Iteration 2F (170797.340000 sec): 3 clusters
  Score: Raw -190048.168751 + Penalty 2423.910501 = -187624.258250
  nChanged 136
		SP:Iteration 3F (170797.370000 sec): 3 clusters
  Score: Raw -190237.560735 + Penalty 2423.910501 = -187813.650234
  nChanged 111
		SP:Iteration 4F (170797.400000 sec): 3 clusters
  Score: Raw -190388.305565 + Penalty 2423.910501 = -187964.395064
  nChanged 89
		SP:Iteration 5F (170797.430000 sec): 3 clusters
  Score: Raw -190488.970902 + Penalty 2423.910501 = -188065.060401
  nChanged 55
		SP:Iteration 6Q (170797.470000 sec): 3 clusters
  Score: Raw -190550.030531 + Penalty 2423.910501 = -188126.120030
  nChanged 45
		SP:Iteration 7Q (170797.500000 sec): 3 clusters
  Score: Raw -190596.041200 + Penalty 2423.910501 = -188172.130699
  nChanged 32
		SP:Iteration 8Q (170797.530000 sec): 3 clusters
  Score: Raw -190621.472329 + Penalty 2423.910501 = -188197.561828
  nChanged 28
		SP:Iteration 9Q (170797.560000 sec): 3 clusters
  Score: Raw -190642.722272 + Penalty 2423.910501 = -188218.811771
  nChanged 18
		SP:Iteration 10Q (170797.590000 sec): 3 clusters
  Score: Raw -190653.499949 + Penalty 2423.910501 = -188229.589448
  nChanged 8
		SP:Iteration 11Q (170797.630000 sec): 3 clusters
  Score: Raw -190659.653040 + Penalty 2423.910501 = -188235.742539
  nChanged 3
		SP:Iteration 12Q (170797.660000 sec): 3 clusters
  Score: Raw -190661.235616 + Penalty 2423.910501 = -188237.325115
  nChanged 6
		SP:Iteration 13Q (170797.690000 sec): 3 clusters
  Score: Raw -190665.929947 + Penalty 2423.910501 = -188242.019445
  nChanged 10
		SP:Iteration 14Q (170797.720000 sec): 3 clusters
  Score: Raw -190673.662522 + Penalty 2423.910501 = -188249.752021
  nChanged 8
		SP:Iteration 15Q (170797.750000 sec): 3 clusters
  Score: Raw -190678.994743 + Penalty 2423.910501 = -188255.084242
  nChanged 5
		SP:Iteration 16Q (170797.790000 sec): 3 clusters
  Score: Raw -190680.754491 + Penalty 2423.910501 = -188256.843990
  nChanged 1
		SP:Iteration 17Q (170797.820000 sec): 3 clusters
  Score: Raw -190681.083316 + Penalty 2423.910501 = -188257.172814
  nChanged 1
		SP:Iteration 18Q (170797.850000 sec): 3 clusters
  Score: Raw -190681.574782 + Penalty 2423.910501 = -188257.664281
  nChanged 0
		SP:Iteration 19F (170797.880000 sec): 3 clusters
  Score: Raw -190681.574782 + Penalty 2423.910501 = -188257.664281
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 102 (475 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (170797.930000 sec): 2 clusters
  Score: Raw -54021.971787 + Penalty 1001.538656 = -53020.433131
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (170797.950000 sec): 3 clusters
  Score: Raw -53984.199278 + Penalty 2003.077311 = -51981.121966
  nChanged 102
		SP:Iteration 1F (170797.950000 sec): 3 clusters
  Score: Raw -54139.057445 + Penalty 2003.077311 = -52135.980134
  nChanged 31
		SP:Iteration 2F (170797.970000 sec): 3 clusters
  Score: Raw -54227.552938 + Penalty 2003.077311 = -52224.475626
  nChanged 20
		SP:Iteration 3Q (170797.970000 sec): 3 clusters
  Score: Raw -54305.491301 + Penalty 2003.077311 = -52302.413990
  nChanged 18
		SP:Iteration 4Q (170797.980000 sec): 3 clusters
  Score: Raw -54368.976946 + Penalty 2003.077311 = -52365.899635
  nChanged 9
		SP:Iteration 5Q (170797.990000 sec): 3 clusters
  Score: Raw -54387.114653 + Penalty 2003.077311 = -52384.037341
  nChanged 4
		SP:Iteration 6Q (170798.000000 sec): 3 clusters
  Score: Raw -54399.452194 + Penalty 2003.077311 = -52396.374883
  nChanged 5
		SP:Iteration 7Q (170798.010000 sec): 3 clusters
  Score: Raw -54408.566402 + Penalty 2003.077311 = -52405.489091
  nChanged 1
		SP:Iteration 8Q (170798.020000 sec): 3 clusters
  Score: Raw -54411.391435 + Penalty 2003.077311 = -52408.314124
  nChanged 1
		SP:Iteration 9Q (170798.030000 sec): 3 clusters
  Score: Raw -54412.738617 + Penalty 2003.077311 = -52409.661305
  nChanged 1
		SP:Iteration 10Q (170798.040000 sec): 3 clusters
  Score: Raw -54415.948616 + Penalty 2003.077311 = -52412.871304
  nChanged 1
		SP:Iteration 11Q (170798.050000 sec): 3 clusters
  Score: Raw -54417.226004 + Penalty 2003.077311 = -52414.148693
  nChanged 0
		SP:Iteration 12F (170798.060000 sec): 3 clusters
  Score: Raw -54417.226004 + Penalty 2003.077311 = -52414.148693
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 103 (1387 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (170798.120000 sec): 2 clusters
  Score: Raw -156348.968183 + Penalty 1175.670993 = -155173.297189
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (170798.150000 sec): 3 clusters
  Score: Raw -155847.342753 + Penalty 2351.341987 = -153496.000767
  nChanged 422
		SP:Iteration 1F (170798.180000 sec): 3 clusters
  Score: Raw -156164.174274 + Penalty 2351.341987 = -153812.832288
  nChanged 87
		SP:Iteration 2F (170798.200000 sec): 3 clusters
  Score: Raw -156235.248321 + Penalty 2351.341987 = -153883.906335
  nChanged 49
		SP:Iteration 3Q (170798.230000 sec): 3 clusters
  Score: Raw -156272.991371 + Penalty 2351.341987 = -153921.649384
  nChanged 31
		SP:Iteration 4Q (170798.250000 sec): 3 clusters
  Score: Raw -156302.997263 + Penalty 2351.341987 = -153951.655277
  nChanged 25
		SP:Iteration 5Q (170798.280000 sec): 3 clusters
  Score: Raw -156320.246078 + Penalty 2351.341987 = -153968.904092
  nChanged 18
		SP:Iteration 6Q (170798.310000 sec): 3 clusters
  Score: Raw -156331.549612 + Penalty 2351.341987 = -153980.207626
  nChanged 11
		SP:Iteration 7Q (170798.330000 sec): 3 clusters
  Score: Raw -156340.584954 + Penalty 2351.341987 = -153989.242968
  nChanged 8
		SP:Iteration 8Q (170798.360000 sec): 3 clusters
  Score: Raw -156344.989863 + Penalty 2351.341987 = -153993.647876
  nChanged 4
		SP:Iteration 9Q (170798.390000 sec): 3 clusters
  Score: Raw -156347.343333 + Penalty 2351.341987 = -153996.001347
  nChanged 7
		SP:Iteration 10Q (170798.410000 sec): 3 clusters
  Score: Raw -156349.605978 + Penalty 2351.341987 = -153998.263991
  nChanged 2
		SP:Iteration 11Q (170798.440000 sec): 3 clusters
  Score: Raw -156350.876862 + Penalty 2351.341987 = -153999.534875
  nChanged 2
		SP:Iteration 12Q (170798.460000 sec): 3 clusters
  Score: Raw -156352.404929 + Penalty 2351.341987 = -154001.062942
  nChanged 3
		SP:Iteration 13Q (170798.490000 sec): 3 clusters
  Score: Raw -156354.530861 + Penalty 2351.341987 = -154003.188875
  nChanged 4
		SP:Iteration 14Q (170798.510000 sec): 3 clusters
  Score: Raw -156356.473571 + Penalty 2351.341987 = -154005.131584
  nChanged 5
		SP:Iteration 15Q (170798.540000 sec): 3 clusters
  Score: Raw -156359.638170 + Penalty 2351.341987 = -154008.296183
  nChanged 2
		SP:Iteration 16Q (170798.570000 sec): 3 clusters
  Score: Raw -156360.817194 + Penalty 2351.341987 = -154009.475207
  nChanged 3
		SP:Iteration 17Q (170798.590000 sec): 3 clusters
  Score: Raw -156363.594787 + Penalty 2351.341987 = -154012.252800
  nChanged 3
		SP:Iteration 18Q (170798.620000 sec): 3 clusters
  Score: Raw -156365.463519 + Penalty 2351.341987 = -154014.121532
  nChanged 0
		SP:Iteration 19F (170798.640000 sec): 3 clusters
  Score: Raw -156365.463519 + Penalty 2351.341987 = -154014.121532
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 104 (1493 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (170798.710000 sec): 2 clusters
  Score: Raw -168491.936505 + Penalty 1187.638205 = -167304.298300
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (170798.730000 sec): 3 clusters
  Score: Raw -167887.574775 + Penalty 2375.276409 = -165512.298366
  nChanged 495
		SP:Iteration 1F (170798.760000 sec): 3 clusters
  Score: Raw -168259.976692 + Penalty 2375.276409 = -165884.700283
  nChanged 112
		SP:Iteration 2F (170798.790000 sec): 3 clusters
  Score: Raw -168369.601652 + Penalty 2375.276409 = -165994.325242
  nChanged 70
		SP:Iteration 3Q (170798.820000 sec): 3 clusters
  Score: Raw -168426.102871 + Penalty 2375.276409 = -166050.826461
  nChanged 52
		SP:Iteration 4Q (170798.850000 sec): 3 clusters
  Score: Raw -168471.381978 + Penalty 2375.276409 = -166096.105568
  nChanged 41
		SP:Iteration 5Q (170798.870000 sec): 3 clusters
  Score: Raw -168518.218321 + Penalty 2375.276409 = -166142.941912
  nChanged 39
		SP:Iteration 6Q (170798.900000 sec): 3 clusters
  Score: Raw -168556.962157 + Penalty 2375.276409 = -166181.685748
  nChanged 35
		SP:Iteration 7Q (170798.930000 sec): 3 clusters
  Score: Raw -168580.527418 + Penalty 2375.276409 = -166205.251008
  nChanged 26
		SP:Iteration 8Q (170798.960000 sec): 3 clusters
  Score: Raw -168600.160016 + Penalty 2375.276409 = -166224.883607
  nChanged 27
		SP:Iteration 9Q (170798.990000 sec): 3 clusters
  Score: Raw -168619.356315 + Penalty 2375.276409 = -166244.079906
  nChanged 26
		SP:Iteration 10Q (170799.010000 sec): 3 clusters
  Score: Raw -168638.494122 + Penalty 2375.276409 = -166263.217713
  nChanged 22
		SP:Iteration 11Q (170799.040000 sec): 3 clusters
  Score: Raw -168651.834148 + Penalty 2375.276409 = -166276.557739
  nChanged 20
		SP:Iteration 12Q (170799.070000 sec): 3 clusters
  Score: Raw -168664.805316 + Penalty 2375.276409 = -166289.528907
  nChanged 14
		SP:Iteration 13Q (170799.100000 sec): 3 clusters
  Score: Raw -168673.015336 + Penalty 2375.276409 = -166297.738927
  nChanged 13
		SP:Iteration 14Q (170799.120000 sec): 3 clusters
  Score: Raw -168682.097832 + Penalty 2375.276409 = -166306.821423
  nChanged 10
		SP:Iteration 15Q (170799.150000 sec): 3 clusters
  Score: Raw -168688.422929 + Penalty 2375.276409 = -166313.146520
  nChanged 6
		SP:Iteration 16Q (170799.180000 sec): 3 clusters
  Score: Raw -168692.265316 + Penalty 2375.276409 = -166316.988906
  nChanged 5
		SP:Iteration 17Q (170799.210000 sec): 3 clusters
  Score: Raw -168695.501316 + Penalty 2375.276409 = -166320.224907
  nChanged 3
		SP:Iteration 18Q (170799.230000 sec): 3 clusters
  Score: Raw -168698.303603 + Penalty 2375.276409 = -166323.027194
  nChanged 2
		SP:Iteration 19Q (170799.260000 sec): 3 clusters
  Score: Raw -168699.073155 + Penalty 2375.276409 = -166323.796746
  nChanged 1
		SP:Iteration 20F (170799.290000 sec): 3 clusters
  Score: Raw -168699.548989 + Penalty 2375.276409 = -166324.272580
  nChanged 1
		SP:Iteration 21Q (170799.320000 sec): 3 clusters
  Score: Raw -168700.052521 + Penalty 2375.276409 = -166324.776112
  nChanged 0
		SP:Iteration 22F (170799.350000 sec): 3 clusters
  Score: Raw -168700.052521 + Penalty 2375.276409 = -166324.776112
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 105 (2951 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (170799.410000 sec): 2 clusters
  Score: Raw -336868.470720 + Penalty 1298.358648 = -335570.112071
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (170799.470000 sec): 3 clusters
  Score: Raw -335470.486550 + Penalty 2596.717297 = -332873.769253
  nChanged 1127
		SP:Iteration 1F (170799.530000 sec): 3 clusters
  Score: Raw -336301.595050 + Penalty 2596.717297 = -333704.877753
  nChanged 300
		SP:Iteration 2F (170799.580000 sec): 3 clusters
  Score: Raw -336565.471898 + Penalty 2596.717297 = -333968.754601
  nChanged 209
		SP:Iteration 3F (170799.630000 sec): 3 clusters
  Score: Raw -336750.338158 + Penalty 2596.717297 = -334153.620861
  nChanged 165
		SP:Iteration 4F (170799.690000 sec): 3 clusters
  Score: Raw -336882.307048 + Penalty 2596.717297 = -334285.589751
  nChanged 120
		SP:Iteration 5Q (170799.740000 sec): 3 clusters
  Score: Raw -336972.004301 + Penalty 2596.717297 = -334375.287004
  nChanged 94
		SP:Iteration 6Q (170799.790000 sec): 3 clusters
  Score: Raw -337044.596111 + Penalty 2596.717297 = -334447.878814
  nChanged 91
		SP:Iteration 7Q (170799.850000 sec): 3 clusters
  Score: Raw -337106.721636 + Penalty 2596.717297 = -334510.004339
  nChanged 60
		SP:Iteration 8Q (170799.900000 sec): 3 clusters
  Score: Raw -337148.895806 + Penalty 2596.717297 = -334552.178509
  nChanged 61
		SP:Iteration 9Q (170799.950000 sec): 3 clusters
  Score: Raw -337182.050667 + Penalty 2596.717297 = -334585.333370
  nChanged 35
		SP:Iteration 10Q (170800.010000 sec): 3 clusters
  Score: Raw -337197.267271 + Penalty 2596.717297 = -334600.549974
  nChanged 26
		SP:Iteration 11Q (170800.060000 sec): 3 clusters
  Score: Raw -337207.839793 + Penalty 2596.717297 = -334611.122496
  nChanged 21
		SP:Iteration 12Q (170800.110000 sec): 3 clusters
  Score: Raw -337220.580099 + Penalty 2596.717297 = -334623.862803
  nChanged 27
		SP:Iteration 13Q (170800.160000 sec): 3 clusters
  Score: Raw -337233.554345 + Penalty 2596.717297 = -334636.837048
  nChanged 18
		SP:Iteration 14Q (170800.210000 sec): 3 clusters
  Score: Raw -337243.224823 + Penalty 2596.717297 = -334646.507526
  nChanged 19
		SP:Iteration 15Q (170800.270000 sec): 3 clusters
  Score: Raw -337255.750058 + Penalty 2596.717297 = -334659.032761
  nChanged 22
		SP:Iteration 16Q (170800.320000 sec): 3 clusters
  Score: Raw -337266.158854 + Penalty 2596.717297 = -334669.441557
  nChanged 28
		SP:Iteration 17Q (170800.370000 sec): 3 clusters
  Score: Raw -337282.059132 + Penalty 2596.717297 = -334685.341836
  nChanged 18
		SP:Iteration 18Q (170800.430000 sec): 3 clusters
  Score: Raw -337291.164662 + Penalty 2596.717297 = -334694.447365
  nChanged 15
		SP:Iteration 19Q (170800.480000 sec): 3 clusters
  Score: Raw -337298.948453 + Penalty 2596.717297 = -334702.231156
  nChanged 13
		SP:Iteration 20F (170800.530000 sec): 3 clusters
  Score: Raw -337305.687447 + Penalty 2596.717297 = -334708.970150
  nChanged 12
		SP:Iteration 21Q (170800.590000 sec): 3 clusters
  Score: Raw -337311.584501 + Penalty 2596.717297 = -334714.867204
  nChanged 11
		SP:Iteration 22Q (170800.640000 sec): 3 clusters
  Score: Raw -337317.029996 + Penalty 2596.717297 = -334720.312699
  nChanged 11
		SP:Iteration 23Q (170800.690000 sec): 3 clusters
  Score: Raw -337323.347338 + Penalty 2596.717297 = -334726.630041
  nChanged 14
		SP:Iteration 24Q (170800.740000 sec): 3 clusters
  Score: Raw -337330.033139 + Penalty 2596.717297 = -334733.315842
  nChanged 18
		SP:Iteration 25Q (170800.790000 sec): 3 clusters
  Score: Raw -337341.060008 + Penalty 2596.717297 = -334744.342711
  nChanged 23
		SP:Iteration 26Q (170800.850000 sec): 3 clusters
  Score: Raw -337354.979973 + Penalty 2596.717297 = -334758.262677
  nChanged 21
		SP:Iteration 27Q (170800.900000 sec): 3 clusters
  Score: Raw -337365.938531 + Penalty 2596.717297 = -334769.221234
  nChanged 21
		SP:Iteration 28Q (170800.950000 sec): 3 clusters
  Score: Raw -337376.783710 + Penalty 2596.717297 = -334780.066413
  nChanged 11
		SP:Iteration 29Q (170801.000000 sec): 3 clusters
  Score: Raw -337384.369902 + Penalty 2596.717297 = -334787.652605
  nChanged 17
		SP:Iteration 30Q (170801.050000 sec): 3 clusters
  Score: Raw -337393.415549 + Penalty 2596.717297 = -334796.698252
  nChanged 14
		SP:Iteration 31Q (170801.110000 sec): 3 clusters
  Score: Raw -337405.151147 + Penalty 2596.717297 = -334808.433851
  nChanged 19
		SP:Iteration 32Q (170801.160000 sec): 3 clusters
  Score: Raw -337422.679751 + Penalty 2596.717297 = -334825.962455
  nChanged 19
		SP:Iteration 33Q (170801.210000 sec): 3 clusters
  Score: Raw -337434.945557 + Penalty 2596.717297 = -334838.228261
  nChanged 15
		SP:Iteration 34Q (170801.260000 sec): 3 clusters
  Score: Raw -337446.309990 + Penalty 2596.717297 = -334849.592693
  nChanged 18
		SP:Iteration 35Q (170801.310000 sec): 3 clusters
  Score: Raw -337459.439002 + Penalty 2596.717297 = -334862.721705
  nChanged 13
		SP:Iteration 36Q (170801.360000 sec): 3 clusters
  Score: Raw -337465.780495 + Penalty 2596.717297 = -334869.063198
  nChanged 11
		SP:Iteration 37Q (170801.410000 sec): 3 clusters
  Score: Raw -337470.003117 + Penalty 2596.717297 = -334873.285821
  nChanged 7
		SP:Iteration 38Q (170801.470000 sec): 3 clusters
  Score: Raw -337471.559304 + Penalty 2596.717297 = -334874.842007
  nChanged 3
		SP:Iteration 39Q (170801.520000 sec): 3 clusters
  Score: Raw -337472.480446 + Penalty 2596.717297 = -334875.763150
  nChanged 2
		SP:Iteration 40F (170801.570000 sec): 3 clusters
  Score: Raw -337474.550235 + Penalty 2596.717297 = -334877.832939
  nChanged 4
		SP:Iteration 41Q (170801.620000 sec): 3 clusters
  Score: Raw -337479.188382 + Penalty 2596.717297 = -334882.471086
  nChanged 5
		SP:Iteration 42Q (170801.670000 sec): 3 clusters
  Score: Raw -337482.850132 + Penalty 2596.717297 = -334886.132835
  nChanged 7
		SP:Iteration 43Q (170801.730000 sec): 3 clusters
  Score: Raw -337487.311408 + Penalty 2596.717297 = -334890.594111
  nChanged 3
		SP:Iteration 44Q (170801.770000 sec): 3 clusters
  Score: Raw -337488.288993 + Penalty 2596.717297 = -334891.571696
  nChanged 0
		SP:Iteration 45F (170801.830000 sec): 3 clusters
  Score: Raw -337488.288993 + Penalty 2596.717297 = -334891.571696
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 106 (3548 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (170801.900000 sec): 2 clusters
  Score: Raw -418402.944827 + Penalty 1328.297643 = -417074.647184
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (170801.970000 sec): 3 clusters
  Score: Raw -416685.039163 + Penalty 2656.595287 = -414028.443876
  nChanged 1351
		SP:Iteration 1F (170802.050000 sec): 3 clusters
  Score: Raw -417497.844234 + Penalty 2656.595287 = -414841.248947
  nChanged 281
		SP:Iteration 2F (170802.110000 sec): 3 clusters
  Score: Raw -417702.429997 + Penalty 2656.595287 = -415045.834710
  nChanged 214
		SP:Iteration 3F (170802.170000 sec): 3 clusters
  Score: Raw -417870.330154 + Penalty 2656.595287 = -415213.734867
  nChanged 170
		SP:Iteration 4Q (170802.240000 sec): 3 clusters
  Score: Raw -417987.467781 + Penalty 2656.595287 = -415330.872494
  nChanged 169
		SP:Iteration 5Q (170802.300000 sec): 3 clusters
  Score: Raw -418108.575355 + Penalty 2656.595287 = -415451.980069
  nChanged 147
		SP:Iteration 6Q (170802.370000 sec): 3 clusters
  Score: Raw -418229.890521 + Penalty 2656.595287 = -415573.295235
  nChanged 162
		SP:Iteration 7Q (170802.430000 sec): 3 clusters
  Score: Raw -418377.720200 + Penalty 2656.595287 = -415721.124914
  nChanged 158
		SP:Iteration 8Q (170802.490000 sec): 3 clusters
  Score: Raw -418532.091909 + Penalty 2656.595287 = -415875.496622
  nChanged 141
		SP:Iteration 9Q (170802.560000 sec): 3 clusters
  Score: Raw -418678.993904 + Penalty 2656.595287 = -416022.398618
  nChanged 135
		SP:Iteration 10Q (170802.620000 sec): 3 clusters
  Score: Raw -418828.065809 + Penalty 2656.595287 = -416171.470523
  nChanged 133
		SP:Iteration 11Q (170802.680000 sec): 3 clusters
  Score: Raw -418947.828961 + Penalty 2656.595287 = -416291.233674
  nChanged 108
		SP:Iteration 12Q (170802.750000 sec): 3 clusters
  Score: Raw -419039.261363 + Penalty 2656.595287 = -416382.666077
  nChanged 90
		SP:Iteration 13Q (170802.810000 sec): 3 clusters
  Score: Raw -419126.822983 + Penalty 2656.595287 = -416470.227697
  nChanged 83
		SP:Iteration 14Q (170802.870000 sec): 3 clusters
  Score: Raw -419205.302072 + Penalty 2656.595287 = -416548.706785
  nChanged 69
		SP:Iteration 15Q (170802.930000 sec): 3 clusters
  Score: Raw -419274.827331 + Penalty 2656.595287 = -416618.232044
  nChanged 70
		SP:Iteration 16Q (170803.000000 sec): 3 clusters
  Score: Raw -419323.537125 + Penalty 2656.595287 = -416666.941838
  nChanged 51
		SP:Iteration 17Q (170803.060000 sec): 3 clusters
  Score: Raw -419360.303121 + Penalty 2656.595287 = -416703.707834
  nChanged 32
		SP:Iteration 18Q (170803.120000 sec): 3 clusters
  Score: Raw -419380.999017 + Penalty 2656.595287 = -416724.403731
  nChanged 37
		SP:Iteration 19Q (170803.180000 sec): 3 clusters
  Score: Raw -419398.597619 + Penalty 2656.595287 = -416742.002332
  nChanged 19
		SP:Iteration 20F (170803.250000 sec): 3 clusters
  Score: Raw -419409.238276 + Penalty 2656.595287 = -416752.642990
  nChanged 27
		SP:Iteration 21Q (170803.310000 sec): 3 clusters
  Score: Raw -419420.639306 + Penalty 2656.595287 = -416764.044020
  nChanged 16
		SP:Iteration 22Q (170803.370000 sec): 3 clusters
  Score: Raw -419425.786942 + Penalty 2656.595287 = -416769.191655
  nChanged 11
		SP:Iteration 23Q (170803.430000 sec): 3 clusters
  Score: Raw -419428.920347 + Penalty 2656.595287 = -416772.325060
  nChanged 8
		SP:Iteration 24Q (170803.490000 sec): 3 clusters
  Score: Raw -419431.170500 + Penalty 2656.595287 = -416774.575213
  nChanged 5
		SP:Iteration 25Q (170803.560000 sec): 3 clusters
  Score: Raw -419432.166465 + Penalty 2656.595287 = -416775.571179
  nChanged 5
		SP:Iteration 26Q (170803.620000 sec): 3 clusters
  Score: Raw -419433.269420 + Penalty 2656.595287 = -416776.674134
  nChanged 3
		SP:Iteration 27Q (170803.680000 sec): 3 clusters
  Score: Raw -419433.889269 + Penalty 2656.595287 = -416777.293983
  nChanged 3
		SP:Iteration 28Q (170803.740000 sec): 3 clusters
  Score: Raw -419434.794698 + Penalty 2656.595287 = -416778.199411
  nChanged 4
		SP:Iteration 29Q (170803.800000 sec): 3 clusters
  Score: Raw -419435.880448 + Penalty 2656.595287 = -416779.285162
  nChanged 2
		SP:Iteration 30Q (170803.870000 sec): 3 clusters
  Score: Raw -419436.673449 + Penalty 2656.595287 = -416780.078162
  nChanged 2
		SP:Iteration 31Q (170803.930000 sec): 3 clusters
  Score: Raw -419437.493157 + Penalty 2656.595287 = -416780.897870
  nChanged 2
		SP:Iteration 32Q (170803.990000 sec): 3 clusters
  Score: Raw -419437.860127 + Penalty 2656.595287 = -416781.264840
  nChanged 0
		SP:Iteration 33F (170804.050000 sec): 3 clusters
  Score: Raw -419437.860127 + Penalty 2656.595287 = -416781.264840
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 107 (14979 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (170804.190000 sec): 2 clusters
  Score: Raw -1780097.517452 + Penalty 1562.340731 = -1778535.176720
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (170804.440000 sec): 3 clusters
  Score: Raw -1771306.934109 + Penalty 3124.681462 = -1768182.252647
  nChanged 6655
		SP:Iteration 1F (170804.630000 sec): 3 clusters
  Score: Raw -1774984.904577 + Penalty 3124.681462 = -1771860.223115
  nChanged 807
		SP:Iteration 2F (170804.810000 sec): 3 clusters
  Score: Raw -1775293.353930 + Penalty 3124.681462 = -1772168.672467
  nChanged 700
		SP:Iteration 3Q (170805.000000 sec): 3 clusters
  Score: Raw -1775532.304617 + Penalty 3124.681462 = -1772407.623155
  nChanged 595
		SP:Iteration 4Q (170805.240000 sec): 3 clusters
  Score: Raw -1775731.223981 + Penalty 3124.681462 = -1772606.542519
  nChanged 545
		SP:Iteration 5Q (170805.420000 sec): 3 clusters
  Score: Raw -1775934.450338 + Penalty 3124.681462 = -1772809.768876
  nChanged 592
		SP:Iteration 6Q (170805.620000 sec): 3 clusters
  Score: Raw -1776172.608852 + Penalty 3124.681462 = -1773047.927390
  nChanged 680
		SP:Iteration 7Q (170805.800000 sec): 3 clusters
  Score: Raw -1776507.080105 + Penalty 3124.681462 = -1773382.398643
  nChanged 789
		SP:Iteration 8F (170805.990000 sec): 3 clusters
  Score: Raw -1776956.900659 + Penalty 3124.681462 = -1773832.219197
  nChanged 914
		SP:Iteration 9F (170806.160000 sec): 3 clusters
  Score: Raw -1777572.101594 + Penalty 3124.681462 = -1774447.420132
  nChanged 928
		SP:Iteration 10F (170806.400000 sec): 3 clusters
  Score: Raw -1778251.576763 + Penalty 3124.681462 = -1775126.895301
  nChanged 820
		SP:Iteration 11F (170806.590000 sec): 3 clusters
  Score: Raw -1778876.066399 + Penalty 3124.681462 = -1775751.384936
  nChanged 637
		SP:Iteration 12Q (170806.770000 sec): 3 clusters
  Score: Raw -1779370.824869 + Penalty 3124.681462 = -1776246.143407
  nChanged 464
		SP:Iteration 13Q (170807.000000 sec): 3 clusters
  Score: Raw -1779717.865836 + Penalty 3124.681462 = -1776593.184373
  nChanged 269
		SP:Iteration 14Q (170807.190000 sec): 3 clusters
  Score: Raw -1779909.864993 + Penalty 3124.681462 = -1776785.183531
  nChanged 174
		SP:Iteration 15Q (170807.370000 sec): 3 clusters
  Score: Raw -1780045.394086 + Penalty 3124.681462 = -1776920.712624
  nChanged 114
		SP:Iteration 16Q (170807.600000 sec): 3 clusters
  Score: Raw -1780132.240244 + Penalty 3124.681462 = -1777007.558782
  nChanged 75
		SP:Iteration 17Q (170807.770000 sec): 3 clusters
  Score: Raw -1780180.374042 + Penalty 3124.681462 = -1777055.692580
  nChanged 39
		SP:Iteration 18Q (170807.990000 sec): 3 clusters
  Score: Raw -1780208.516358 + Penalty 3124.681462 = -1777083.834896
  nChanged 22
		SP:Iteration 19Q (170808.160000 sec): 3 clusters
  Score: Raw -1780228.228923 + Penalty 3124.681462 = -1777103.547461
  nChanged 25
		SP:Iteration 20F (170808.400000 sec): 3 clusters
  Score: Raw -1780252.039420 + Penalty 3124.681462 = -1777127.357957
  nChanged 18
		SP:Iteration 21Q (170808.560000 sec): 3 clusters
  Score: Raw -1780268.281679 + Penalty 3124.681462 = -1777143.600216
  nChanged 18
		SP:Iteration 22Q (170808.780000 sec): 3 clusters
  Score: Raw -1780281.227091 + Penalty 3124.681462 = -1777156.545629
  nChanged 11
		SP:Iteration 23Q (170808.950000 sec): 3 clusters
  Score: Raw -1780290.769016 + Penalty 3124.681462 = -1777166.087554
  nChanged 7
		SP:Iteration 24Q (170809.150000 sec): 3 clusters
  Score: Raw -1780298.231128 + Penalty 3124.681462 = -1777173.549666
  nChanged 6
		SP:Iteration 25Q (170809.340000 sec): 3 clusters
  Score: Raw -1780303.512118 + Penalty 3124.681462 = -1777178.830655
  nChanged 6
		SP:Iteration 26Q (170809.520000 sec): 3 clusters
  Score: Raw -1780307.475118 + Penalty 3124.681462 = -1777182.793656
  nChanged 6
		SP:Iteration 27Q (170809.730000 sec): 3 clusters
  Score: Raw -1780314.344237 + Penalty 3124.681462 = -1777189.662775
  nChanged 7
		SP:Iteration 28Q (170809.900000 sec): 3 clusters
  Score: Raw -1780319.971471 + Penalty 3124.681462 = -1777195.290009
  nChanged 6
		SP:Iteration 29Q (170810.070000 sec): 3 clusters
  Score: Raw -1780325.958038 + Penalty 3124.681462 = -1777201.276575
  nChanged 4
		SP:Iteration 30Q (170810.280000 sec): 3 clusters
  Score: Raw -1780327.732109 + Penalty 3124.681462 = -1777203.050647
  nChanged 2
		SP:Iteration 31Q (170810.480000 sec): 3 clusters
  Score: Raw -1780328.542456 + Penalty 3124.681462 = -1777203.860994
  nChanged 2
		SP:Iteration 32Q (170810.690000 sec): 3 clusters
  Score: Raw -1780329.906585 + Penalty 3124.681462 = -1777205.225123
  nChanged 1
		SP:Iteration 33Q (170810.890000 sec): 3 clusters
  Score: Raw -1780330.623577 + Penalty 3124.681462 = -1777205.942115
  nChanged 0
		SP:Iteration 34F (170811.120000 sec): 3 clusters
  Score: Raw -1780330.623577 + Penalty 3124.681462 = -1777205.942115
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 108 (1598 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (170811.190000 sec): 2 clusters
  Score: Raw -156565.844562 + Penalty 1198.682571 = -155367.161992
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (170811.230000 sec): 3 clusters
  Score: Raw -156042.688654 + Penalty 2397.365141 = -153645.323513
  nChanged 572
		SP:Iteration 1F (170811.270000 sec): 3 clusters
  Score: Raw -156781.433493 + Penalty 2397.365141 = -154384.068352
  nChanged 169
		SP:Iteration 2F (170811.310000 sec): 3 clusters
  Score: Raw -156998.882934 + Penalty 2397.365141 = -154601.517793
  nChanged 94
		SP:Iteration 3F (170811.350000 sec): 3 clusters
  Score: Raw -157127.960063 + Penalty 2397.365141 = -154730.594922
  nChanged 74
		SP:Iteration 4Q (170811.380000 sec): 3 clusters
  Score: Raw -157230.190882 + Penalty 2397.365141 = -154832.825740
  nChanged 65
		SP:Iteration 5Q (170811.420000 sec): 3 clusters
  Score: Raw -157308.017000 + Penalty 2397.365141 = -154910.651859
  nChanged 46
		SP:Iteration 6Q (170811.450000 sec): 3 clusters
  Score: Raw -157359.614430 + Penalty 2397.365141 = -154962.249289
  nChanged 30
		SP:Iteration 7Q (170811.480000 sec): 3 clusters
  Score: Raw -157390.712568 + Penalty 2397.365141 = -154993.347427
  nChanged 25
		SP:Iteration 8Q (170811.510000 sec): 3 clusters
  Score: Raw -157414.386110 + Penalty 2397.365141 = -155017.020969
  nChanged 27
		SP:Iteration 9Q (170811.540000 sec): 3 clusters
  Score: Raw -157442.054903 + Penalty 2397.365141 = -155044.689762
  nChanged 30
		SP:Iteration 10Q (170811.570000 sec): 3 clusters
  Score: Raw -157468.855349 + Penalty 2397.365141 = -155071.490208
  nChanged 21
		SP:Iteration 11Q (170811.600000 sec): 3 clusters
  Score: Raw -157486.599346 + Penalty 2397.365141 = -155089.234205
  nChanged 18
		SP:Iteration 12Q (170811.630000 sec): 3 clusters
  Score: Raw -157502.321439 + Penalty 2397.365141 = -155104.956298
  nChanged 12
		SP:Iteration 13Q (170811.660000 sec): 3 clusters
  Score: Raw -157511.080545 + Penalty 2397.365141 = -155113.715404
  nChanged 11
		SP:Iteration 14Q (170811.690000 sec): 3 clusters
  Score: Raw -157517.301522 + Penalty 2397.365141 = -155119.936381
  nChanged 6
		SP:Iteration 15Q (170811.720000 sec): 3 clusters
  Score: Raw -157520.081150 + Penalty 2397.365141 = -155122.716009
  nChanged 2
		SP:Iteration 16Q (170811.750000 sec): 3 clusters
  Score: Raw -157521.260938 + Penalty 2397.365141 = -155123.895797
  nChanged 2
		SP:Iteration 17Q (170811.780000 sec): 3 clusters
  Score: Raw -157522.827121 + Penalty 2397.365141 = -155125.461980
  nChanged 1
		SP:Iteration 18Q (170811.810000 sec): 3 clusters
  Score: Raw -157523.670983 + Penalty 2397.365141 = -155126.305842
  nChanged 1
		SP:Iteration 19Q (170811.840000 sec): 3 clusters
  Score: Raw -157523.979641 + Penalty 2397.365141 = -155126.614500
  nChanged 0
		SP:Iteration 20F (170811.880000 sec): 3 clusters
  Score: Raw -157523.986751 + Penalty 2397.365141 = -155126.621610
  nChanged 1
		SP:Iteration 21Q (170811.910000 sec): 3 clusters
  Score: Raw -157529.669174 + Penalty 2397.365141 = -155132.304033
  nChanged 4
		SP:Iteration 22Q (170811.940000 sec): 3 clusters
  Score: Raw -157531.819281 + Penalty 2397.365141 = -155134.454140
  nChanged 3
		SP:Iteration 23Q (170811.970000 sec): 3 clusters
  Score: Raw -157534.421043 + Penalty 2397.365141 = -155137.055902
  nChanged 3
		SP:Iteration 24Q (170812.000000 sec): 3 clusters
  Score: Raw -157536.441411 + Penalty 2397.365141 = -155139.076270
  nChanged 3
		SP:Iteration 25Q (170812.030000 sec): 3 clusters
  Score: Raw -157542.320524 + Penalty 2397.365141 = -155144.955383
  nChanged 4
		SP:Iteration 26Q (170812.060000 sec): 3 clusters
  Score: Raw -157545.585865 + Penalty 2397.365141 = -155148.220724
  nChanged 6
		SP:Iteration 27Q (170812.090000 sec): 3 clusters
  Score: Raw -157549.703186 + Penalty 2397.365141 = -155152.338045
  nChanged 3
		SP:Iteration 28Q (170812.120000 sec): 3 clusters
  Score: Raw -157551.384854 + Penalty 2397.365141 = -155154.019713
  nChanged 2
		SP:Iteration 29Q (170812.150000 sec): 3 clusters
  Score: Raw -157552.915438 + Penalty 2397.365141 = -155155.550297
  nChanged 1
		SP:Iteration 30Q (170812.180000 sec): 3 clusters
  Score: Raw -157553.483872 + Penalty 2397.365141 = -155156.118731
  nChanged 0
		SP:Iteration 31F (170812.210000 sec): 3 clusters
  Score: Raw -157553.483872 + Penalty 2397.365141 = -155156.118731
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 109 (4143 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (170812.290000 sec): 2 clusters
  Score: Raw -485036.085425 + Penalty 1353.491009 = -483682.594415
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (170812.380000 sec): 3 clusters
  Score: Raw -482926.738037 + Penalty 2706.982019 = -480219.756018
  nChanged 1646
		SP:Iteration 1F (170812.460000 sec): 3 clusters
  Score: Raw -483861.729323 + Penalty 2706.982019 = -481154.747304
  nChanged 305
		SP:Iteration 2F (170812.540000 sec): 3 clusters
  Score: Raw -484042.765801 + Penalty 2706.982019 = -481335.783783
  nChanged 218
		SP:Iteration 3F (170812.620000 sec): 3 clusters
  Score: Raw -484171.306692 + Penalty 2706.982019 = -481464.324673
  nChanged 164
		SP:Iteration 4Q (170812.700000 sec): 3 clusters
  Score: Raw -484254.676100 + Penalty 2706.982019 = -481547.694081
  nChanged 126
		SP:Iteration 5Q (170812.780000 sec): 3 clusters
  Score: Raw -484313.268900 + Penalty 2706.982019 = -481606.286881
  nChanged 118
		SP:Iteration 6Q (170812.850000 sec): 3 clusters
  Score: Raw -484375.939796 + Penalty 2706.982019 = -481668.957777
  nChanged 122
		SP:Iteration 7Q (170812.930000 sec): 3 clusters
  Score: Raw -484438.237201 + Penalty 2706.982019 = -481731.255182
  nChanged 112
		SP:Iteration 8Q (170813.010000 sec): 3 clusters
  Score: Raw -484491.112364 + Penalty 2706.982019 = -481784.130345
  nChanged 118
		SP:Iteration 9Q (170813.090000 sec): 3 clusters
  Score: Raw -484554.848159 + Penalty 2706.982019 = -481847.866141
  nChanged 132
		SP:Iteration 10Q (170813.170000 sec): 3 clusters
  Score: Raw -484632.942001 + Penalty 2706.982019 = -481925.959982
  nChanged 125
		SP:Iteration 11Q (170813.240000 sec): 3 clusters
  Score: Raw -484698.905454 + Penalty 2706.982019 = -481991.923435
  nChanged 131
		SP:Iteration 12Q (170813.320000 sec): 3 clusters
  Score: Raw -484765.981018 + Penalty 2706.982019 = -482058.999000
  nChanged 116
		SP:Iteration 13Q (170813.400000 sec): 3 clusters
  Score: Raw -484830.168915 + Penalty 2706.982019 = -482123.186896
  nChanged 103
		SP:Iteration 14Q (170813.480000 sec): 3 clusters
  Score: Raw -484893.060624 + Penalty 2706.982019 = -482186.078606
  nChanged 95
		SP:Iteration 15Q (170813.560000 sec): 3 clusters
  Score: Raw -484944.295859 + Penalty 2706.982019 = -482237.313840
  nChanged 75
		SP:Iteration 16Q (170813.640000 sec): 3 clusters
  Score: Raw -484984.315216 + Penalty 2706.982019 = -482277.333197
  nChanged 76
		SP:Iteration 17Q (170813.720000 sec): 3 clusters
  Score: Raw -485013.914111 + Penalty 2706.982019 = -482306.932092
  nChanged 67
		SP:Iteration 18Q (170813.800000 sec): 3 clusters
  Score: Raw -485038.111980 + Penalty 2706.982019 = -482331.129962
  nChanged 49
		SP:Iteration 19Q (170813.870000 sec): 3 clusters
  Score: Raw -485057.613625 + Penalty 2706.982019 = -482350.631607
  nChanged 42
		SP:Iteration 20F (170813.950000 sec): 3 clusters
  Score: Raw -485070.259410 + Penalty 2706.982019 = -482363.277392
  nChanged 38
		SP:Iteration 21Q (170814.030000 sec): 3 clusters
  Score: Raw -485083.626914 + Penalty 2706.982019 = -482376.644895
  nChanged 32
		SP:Iteration 22Q (170814.110000 sec): 3 clusters
  Score: Raw -485092.434367 + Penalty 2706.982019 = -482385.452348
  nChanged 16
		SP:Iteration 23Q (170814.180000 sec): 3 clusters
  Score: Raw -485097.002298 + Penalty 2706.982019 = -482390.020279
  nChanged 10
		SP:Iteration 24Q (170814.260000 sec): 3 clusters
  Score: Raw -485100.675801 + Penalty 2706.982019 = -482393.693782
  nChanged 10
		SP:Iteration 25Q (170814.340000 sec): 3 clusters
  Score: Raw -485103.307488 + Penalty 2706.982019 = -482396.325470
  nChanged 11
		SP:Iteration 26Q (170814.420000 sec): 3 clusters
  Score: Raw -485105.597851 + Penalty 2706.982019 = -482398.615832
  nChanged 5
		SP:Iteration 27Q (170814.500000 sec): 3 clusters
  Score: Raw -485106.958647 + Penalty 2706.982019 = -482399.976629
  nChanged 3
		SP:Iteration 28Q (170814.580000 sec): 3 clusters
  Score: Raw -485108.178549 + Penalty 2706.982019 = -482401.196530
  nChanged 5
		SP:Iteration 29Q (170814.650000 sec): 3 clusters
  Score: Raw -485109.086061 + Penalty 2706.982019 = -482402.104042
  nChanged 5
		SP:Iteration 30Q (170814.730000 sec): 3 clusters
  Score: Raw -485110.484512 + Penalty 2706.982019 = -482403.502493
  nChanged 6
		SP:Iteration 31Q (170814.810000 sec): 3 clusters
  Score: Raw -485111.975067 + Penalty 2706.982019 = -482404.993048
  nChanged 8
		SP:Iteration 32Q (170814.890000 sec): 3 clusters
  Score: Raw -485114.534215 + Penalty 2706.982019 = -482407.552197
  nChanged 4
		SP:Iteration 33Q (170814.960000 sec): 3 clusters
  Score: Raw -485115.663940 + Penalty 2706.982019 = -482408.681922
  nChanged 7
		SP:Iteration 34Q (170815.040000 sec): 3 clusters
  Score: Raw -485117.973776 + Penalty 2706.982019 = -482410.991758
  nChanged 5
		SP:Iteration 35Q (170815.120000 sec): 3 clusters
  Score: Raw -485118.844036 + Penalty 2706.982019 = -482411.862017
  nChanged 3
		SP:Iteration 36Q (170815.200000 sec): 3 clusters
  Score: Raw -485119.192486 + Penalty 2706.982019 = -482412.210468
  nChanged 0
		SP:Iteration 37F (170815.280000 sec): 3 clusters
  Score: Raw -485119.192486 + Penalty 2706.982019 = -482412.210468
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 110 (2244 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (170815.340000 sec): 2 clusters
  Score: Raw -250274.686541 + Penalty 1253.852481 = -249020.834060
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (170815.380000 sec): 3 clusters
  Score: Raw -249359.348113 + Penalty 2507.704962 = -246851.643152
  nChanged 809
		SP:Iteration 1F (170815.420000 sec): 3 clusters
  Score: Raw -249888.942983 + Penalty 2507.704962 = -247381.238022
  nChanged 192
		SP:Iteration 2F (170815.470000 sec): 3 clusters
  Score: Raw -250033.013170 + Penalty 2507.704962 = -247525.308208
  nChanged 142
		SP:Iteration 3F (170815.510000 sec): 3 clusters
  Score: Raw -250148.783131 + Penalty 2507.704962 = -247641.078170
  nChanged 102
		SP:Iteration 4Q (170815.560000 sec): 3 clusters
  Score: Raw -250236.220394 + Penalty 2507.704962 = -247728.515432
  nChanged 76
		SP:Iteration 5Q (170815.600000 sec): 3 clusters
  Score: Raw -250294.896454 + Penalty 2507.704962 = -247787.191492
  nChanged 69
		SP:Iteration 6Q (170815.640000 sec): 3 clusters
  Score: Raw -250342.048354 + Penalty 2507.704962 = -247834.343392
  nChanged 53
		SP:Iteration 7Q (170815.680000 sec): 3 clusters
  Score: Raw -250377.800828 + Penalty 2507.704962 = -247870.095867
  nChanged 46
		SP:Iteration 8Q (170815.720000 sec): 3 clusters
  Score: Raw -250411.984419 + Penalty 2507.704962 = -247904.279458
  nChanged 45
		SP:Iteration 9Q (170815.760000 sec): 3 clusters
  Score: Raw -250447.939480 + Penalty 2507.704962 = -247940.234518
  nChanged 47
		SP:Iteration 10Q (170815.800000 sec): 3 clusters
  Score: Raw -250485.184660 + Penalty 2507.704962 = -247977.479699
  nChanged 43
		SP:Iteration 11Q (170815.840000 sec): 3 clusters
  Score: Raw -250516.440150 + Penalty 2507.704962 = -248008.735189
  nChanged 35
		SP:Iteration 12Q (170815.880000 sec): 3 clusters
  Score: Raw -250539.011568 + Penalty 2507.704962 = -248031.306606
  nChanged 27
		SP:Iteration 13Q (170815.920000 sec): 3 clusters
  Score: Raw -250555.595644 + Penalty 2507.704962 = -248047.890682
  nChanged 27
		SP:Iteration 14Q (170815.970000 sec): 3 clusters
  Score: Raw -250575.915717 + Penalty 2507.704962 = -248068.210755
  nChanged 30
		SP:Iteration 15Q (170816.010000 sec): 3 clusters
  Score: Raw -250594.225551 + Penalty 2507.704962 = -248086.520589
  nChanged 22
		SP:Iteration 16Q (170816.050000 sec): 3 clusters
  Score: Raw -250608.543083 + Penalty 2507.704962 = -248100.838121
  nChanged 20
		SP:Iteration 17Q (170816.090000 sec): 3 clusters
  Score: Raw -250620.298575 + Penalty 2507.704962 = -248112.593613
  nChanged 11
		SP:Iteration 18Q (170816.130000 sec): 3 clusters
  Score: Raw -250626.388821 + Penalty 2507.704962 = -248118.683860
  nChanged 7
		SP:Iteration 19Q (170816.170000 sec): 3 clusters
  Score: Raw -250630.256652 + Penalty 2507.704962 = -248122.551691
  nChanged 10
		SP:Iteration 20F (170816.210000 sec): 3 clusters
  Score: Raw -250634.515746 + Penalty 2507.704962 = -248126.810784
  nChanged 4
		SP:Iteration 21Q (170816.250000 sec): 3 clusters
  Score: Raw -250636.364873 + Penalty 2507.704962 = -248128.659912
  nChanged 3
		SP:Iteration 22Q (170816.300000 sec): 3 clusters
  Score: Raw -250637.327806 + Penalty 2507.704962 = -248129.622844
  nChanged 1
		SP:Iteration 23Q (170816.340000 sec): 3 clusters
  Score: Raw -250638.134576 + Penalty 2507.704962 = -248130.429614
  nChanged 2
		SP:Iteration 24Q (170816.380000 sec): 3 clusters
  Score: Raw -250638.759903 + Penalty 2507.704962 = -248131.054941
  nChanged 3
		SP:Iteration 25Q (170816.420000 sec): 3 clusters
  Score: Raw -250640.542116 + Penalty 2507.704962 = -248132.837154
  nChanged 3
		SP:Iteration 26Q (170816.460000 sec): 3 clusters
  Score: Raw -250643.146800 + Penalty 2507.704962 = -248135.441839
  nChanged 3
		SP:Iteration 27Q (170816.500000 sec): 3 clusters
  Score: Raw -250644.980353 + Penalty 2507.704962 = -248137.275391
  nChanged 4
		SP:Iteration 28Q (170816.540000 sec): 3 clusters
  Score: Raw -250648.340806 + Penalty 2507.704962 = -248140.635845
  nChanged 4
		SP:Iteration 29Q (170816.580000 sec): 3 clusters
  Score: Raw -250651.748973 + Penalty 2507.704962 = -248144.044011
  nChanged 5
		SP:Iteration 30Q (170816.620000 sec): 3 clusters
  Score: Raw -250654.664133 + Penalty 2507.704962 = -248146.959172
  nChanged 6
		SP:Iteration 31Q (170816.660000 sec): 3 clusters
  Score: Raw -250657.511227 + Penalty 2507.704962 = -248149.806265
  nChanged 1
		SP:Iteration 32Q (170816.700000 sec): 3 clusters
  Score: Raw -250657.816624 + Penalty 2507.704962 = -248150.111662
  nChanged 0
		SP:Iteration 33F (170816.740000 sec): 3 clusters
  Score: Raw -250657.816624 + Penalty 2507.704962 = -248150.111662
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 111 (4032 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (170816.820000 sec): 2 clusters
  Score: Raw -469641.237188 + Penalty 1349.077894 = -468292.159294
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (170816.900000 sec): 3 clusters
  Score: Raw -467608.163752 + Penalty 2698.155788 = -464910.007964
  nChanged 1586
		SP:Iteration 1F (170816.970000 sec): 3 clusters
  Score: Raw -468542.196807 + Penalty 2698.155788 = -465844.041019
  nChanged 285
		SP:Iteration 2F (170817.040000 sec): 3 clusters
  Score: Raw -468715.686793 + Penalty 2698.155788 = -466017.531005
  nChanged 222
		SP:Iteration 3F (170817.120000 sec): 3 clusters
  Score: Raw -468862.206621 + Penalty 2698.155788 = -466164.050833
  nChanged 179
		SP:Iteration 4Q (170817.190000 sec): 3 clusters
  Score: Raw -468972.946786 + Penalty 2698.155788 = -466274.790997
  nChanged 137
		SP:Iteration 5Q (170817.260000 sec): 3 clusters
  Score: Raw -469051.792240 + Penalty 2698.155788 = -466353.636452
  nChanged 127
		SP:Iteration 6Q (170817.340000 sec): 3 clusters
  Score: Raw -469134.134436 + Penalty 2698.155788 = -466435.978648
  nChanged 124
		SP:Iteration 7Q (170817.410000 sec): 3 clusters
  Score: Raw -469198.438759 + Penalty 2698.155788 = -466500.282971
  nChanged 96
		SP:Iteration 8Q (170817.480000 sec): 3 clusters
  Score: Raw -469258.966353 + Penalty 2698.155788 = -466560.810564
  nChanged 106
		SP:Iteration 9Q (170817.550000 sec): 3 clusters
  Score: Raw -469326.218593 + Penalty 2698.155788 = -466628.062804
  nChanged 100
		SP:Iteration 10Q (170817.620000 sec): 3 clusters
  Score: Raw -469383.203892 + Penalty 2698.155788 = -466685.048104
  nChanged 90
		SP:Iteration 11Q (170817.700000 sec): 3 clusters
  Score: Raw -469432.975173 + Penalty 2698.155788 = -466734.819385
  nChanged 82
		SP:Iteration 12Q (170817.770000 sec): 3 clusters
  Score: Raw -469474.504007 + Penalty 2698.155788 = -466776.348219
  nChanged 75
		SP:Iteration 13Q (170817.840000 sec): 3 clusters
  Score: Raw -469528.475702 + Penalty 2698.155788 = -466830.319913
  nChanged 86
		SP:Iteration 14Q (170817.910000 sec): 3 clusters
  Score: Raw -469586.585938 + Penalty 2698.155788 = -466888.430150
  nChanged 83
		SP:Iteration 15Q (170817.980000 sec): 3 clusters
  Score: Raw -469637.972150 + Penalty 2698.155788 = -466939.816362
  nChanged 80
		SP:Iteration 16Q (170818.060000 sec): 3 clusters
  Score: Raw -469695.255709 + Penalty 2698.155788 = -466997.099921
  nChanged 75
		SP:Iteration 17Q (170818.120000 sec): 3 clusters
  Score: Raw -469747.711809 + Penalty 2698.155788 = -467049.556021
  nChanged 69
		SP:Iteration 18Q (170818.200000 sec): 3 clusters
  Score: Raw -469795.321485 + Penalty 2698.155788 = -467097.165697
  nChanged 58
		SP:Iteration 19Q (170818.270000 sec): 3 clusters
  Score: Raw -469826.736498 + Penalty 2698.155788 = -467128.580710
  nChanged 39
		SP:Iteration 20F (170818.340000 sec): 3 clusters
  Score: Raw -469843.467996 + Penalty 2698.155788 = -467145.312208
  nChanged 28
		SP:Iteration 21Q (170818.410000 sec): 3 clusters
  Score: Raw -469858.146566 + Penalty 2698.155788 = -467159.990778
  nChanged 27
		SP:Iteration 22Q (170818.480000 sec): 3 clusters
  Score: Raw -469878.166243 + Penalty 2698.155788 = -467180.010455
  nChanged 33
		SP:Iteration 23Q (170818.550000 sec): 3 clusters
  Score: Raw -469905.324842 + Penalty 2698.155788 = -467207.169054
  nChanged 33
		SP:Iteration 24Q (170818.620000 sec): 3 clusters
  Score: Raw -469928.472312 + Penalty 2698.155788 = -467230.316524
  nChanged 37
		SP:Iteration 25Q (170818.740000 sec): 3 clusters
  Score: Raw -469956.826663 + Penalty 2698.155788 = -467258.670875
  nChanged 43
		SP:Iteration 26Q (170818.920000 sec): 3 clusters
  Score: Raw -469981.201305 + Penalty 2698.155788 = -467283.045516
  nChanged 33
		SP:Iteration 27Q (170819.020000 sec): 3 clusters
  Score: Raw -470000.434498 + Penalty 2698.155788 = -467302.278710
  nChanged 26
		SP:Iteration 28Q (170819.090000 sec): 3 clusters
  Score: Raw -470018.752579 + Penalty 2698.155788 = -467320.596791
  nChanged 27
		SP:Iteration 29Q (170819.160000 sec): 3 clusters
  Score: Raw -470033.517936 + Penalty 2698.155788 = -467335.362148
  nChanged 22
		SP:Iteration 30Q (170819.230000 sec): 3 clusters
  Score: Raw -470043.492160 + Penalty 2698.155788 = -467345.336372
  nChanged 14
		SP:Iteration 31Q (170819.300000 sec): 3 clusters
  Score: Raw -470049.776194 + Penalty 2698.155788 = -467351.620406
  nChanged 19
		SP:Iteration 32Q (170819.370000 sec): 3 clusters
  Score: Raw -470056.864089 + Penalty 2698.155788 = -467358.708300
  nChanged 15
		SP:Iteration 33Q (170819.440000 sec): 3 clusters
  Score: Raw -470064.471503 + Penalty 2698.155788 = -467366.315715
  nChanged 11
		SP:Iteration 34Q (170819.500000 sec): 3 clusters
  Score: Raw -470071.109027 + Penalty 2698.155788 = -467372.953238
  nChanged 14
		SP:Iteration 35Q (170819.580000 sec): 3 clusters
  Score: Raw -470078.953789 + Penalty 2698.155788 = -467380.798001
  nChanged 10
		SP:Iteration 36Q (170819.640000 sec): 3 clusters
  Score: Raw -470082.580845 + Penalty 2698.155788 = -467384.425057
  nChanged 5
		SP:Iteration 37Q (170819.720000 sec): 3 clusters
  Score: Raw -470084.560605 + Penalty 2698.155788 = -467386.404817
  nChanged 3
		SP:Iteration 38Q (170819.790000 sec): 3 clusters
  Score: Raw -470085.711026 + Penalty 2698.155788 = -467387.555238
  nChanged 5
		SP:Iteration 39Q (170819.850000 sec): 3 clusters
  Score: Raw -470088.251110 + Penalty 2698.155788 = -467390.095322
  nChanged 5
		SP:Iteration 40F (170819.930000 sec): 3 clusters
  Score: Raw -470090.006257 + Penalty 2698.155788 = -467391.850468
  nChanged 3
		SP:Iteration 41Q (170820.000000 sec): 3 clusters
  Score: Raw -470091.030036 + Penalty 2698.155788 = -467392.874248
  nChanged 3
		SP:Iteration 42Q (170820.070000 sec): 3 clusters
  Score: Raw -470092.100775 + Penalty 2698.155788 = -467393.944987
  nChanged 2
		SP:Iteration 43Q (170820.130000 sec): 3 clusters
  Score: Raw -470092.585574 + Penalty 2698.155788 = -467394.429786
  nChanged 0
		SP:Iteration 44F (170820.210000 sec): 3 clusters
  Score: Raw -470092.585574 + Penalty 2698.155788 = -467394.429786
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 112 (723 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (170820.270000 sec): 2 clusters
  Score: Raw -84432.984444 + Penalty 1069.803999 = -83363.180445
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (170820.280000 sec): 3 clusters
  Score: Raw -84290.799128 + Penalty 2139.607997 = -82151.191131
  nChanged 196
		SP:Iteration 1F (170820.290000 sec): 3 clusters
  Score: Raw -84517.712513 + Penalty 2139.607997 = -82378.104516
  nChanged 48
		SP:Iteration 2F (170820.310000 sec): 3 clusters
  Score: Raw -84575.512393 + Penalty 2139.607997 = -82435.904396
  nChanged 28
		SP:Iteration 3Q (170820.330000 sec): 3 clusters
  Score: Raw -84623.125311 + Penalty 2139.607997 = -82483.517314
  nChanged 21
		SP:Iteration 4Q (170820.340000 sec): 3 clusters
  Score: Raw -84648.940830 + Penalty 2139.607997 = -82509.332833
  nChanged 15
		SP:Iteration 5Q (170820.350000 sec): 3 clusters
  Score: Raw -84670.460921 + Penalty 2139.607997 = -82530.852924
  nChanged 14
		SP:Iteration 6Q (170820.370000 sec): 3 clusters
  Score: Raw -84687.271863 + Penalty 2139.607997 = -82547.663866
  nChanged 12
		SP:Iteration 7Q (170820.380000 sec): 3 clusters
  Score: Raw -84710.167443 + Penalty 2139.607997 = -82570.559446
  nChanged 15
		SP:Iteration 8Q (170820.390000 sec): 3 clusters
  Score: Raw -84742.236290 + Penalty 2139.607997 = -82602.628293
  nChanged 12
		SP:Iteration 9Q (170820.410000 sec): 3 clusters
  Score: Raw -84758.082498 + Penalty 2139.607997 = -82618.474501
  nChanged 13
		SP:Iteration 10Q (170820.420000 sec): 3 clusters
  Score: Raw -84768.699114 + Penalty 2139.607997 = -82629.091116
  nChanged 8
		SP:Iteration 11Q (170820.440000 sec): 3 clusters
  Score: Raw -84774.656799 + Penalty 2139.607997 = -82635.048802
  nChanged 9
		SP:Iteration 12Q (170820.450000 sec): 3 clusters
  Score: Raw -84781.894844 + Penalty 2139.607997 = -82642.286846
  nChanged 10
		SP:Iteration 13Q (170820.470000 sec): 3 clusters
  Score: Raw -84793.205088 + Penalty 2139.607997 = -82653.597091
  nChanged 9
		SP:Iteration 14Q (170820.480000 sec): 3 clusters
  Score: Raw -84810.534011 + Penalty 2139.607997 = -82670.926014
  nChanged 10
		SP:Iteration 15Q (170820.490000 sec): 3 clusters
  Score: Raw -84823.170142 + Penalty 2139.607997 = -82683.562145
  nChanged 6
		SP:Iteration 16Q (170820.510000 sec): 3 clusters
  Score: Raw -84828.631713 + Penalty 2139.607997 = -82689.023716
  nChanged 1
		SP:Iteration 17Q (170820.520000 sec): 3 clusters
  Score: Raw -84830.085626 + Penalty 2139.607997 = -82690.477628
  nChanged 4
		SP:Iteration 18Q (170820.540000 sec): 3 clusters
  Score: Raw -84834.264666 + Penalty 2139.607997 = -82694.656668
  nChanged 2
		SP:Iteration 19Q (170820.550000 sec): 3 clusters
  Score: Raw -84836.272631 + Penalty 2139.607997 = -82696.664634
  nChanged 2
		SP:Iteration 20F (170820.570000 sec): 3 clusters
  Score: Raw -84841.183457 + Penalty 2139.607997 = -82701.575460
  nChanged 2
		SP:Iteration 21Q (170820.580000 sec): 3 clusters
  Score: Raw -84853.932244 + Penalty 2139.607997 = -82714.324247
  nChanged 5
		SP:Iteration 22Q (170820.590000 sec): 3 clusters
  Score: Raw -84862.465687 + Penalty 2139.607997 = -82722.857689
  nChanged 4
		SP:Iteration 23Q (170820.610000 sec): 3 clusters
  Score: Raw -84865.445017 + Penalty 2139.607997 = -82725.837020
  nChanged 2
		SP:Iteration 24Q (170820.620000 sec): 3 clusters
  Score: Raw -84871.991557 + Penalty 2139.607997 = -82732.383560
  nChanged 1
		SP:Iteration 25Q (170820.630000 sec): 3 clusters
  Score: Raw -84874.052986 + Penalty 2139.607997 = -82734.444989
  nChanged 1
		SP:Iteration 26Q (170820.650000 sec): 3 clusters
  Score: Raw -84875.392880 + Penalty 2139.607997 = -82735.784882
  nChanged 1
		SP:Iteration 27Q (170820.660000 sec): 3 clusters
  Score: Raw -84876.680142 + Penalty 2139.607997 = -82737.072145
  nChanged 0
		SP:Iteration 28F (170820.680000 sec): 3 clusters
  Score: Raw -84876.680142 + Penalty 2139.607997 = -82737.072145
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 113 (3700 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (170820.750000 sec): 2 clusters
  Score: Raw -425611.088499 + Penalty 1335.114316 = -424275.974183
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (170820.830000 sec): 3 clusters
  Score: Raw -423857.618693 + Penalty 2670.228632 = -421187.390061
  nChanged 1436
		SP:Iteration 1F (170820.890000 sec): 3 clusters
  Score: Raw -424752.642038 + Penalty 2670.228632 = -422082.413406
  nChanged 313
		SP:Iteration 2F (170820.960000 sec): 3 clusters
  Score: Raw -424983.039127 + Penalty 2670.228632 = -422312.810495
  nChanged 227
		SP:Iteration 3F (170821.030000 sec): 3 clusters
  Score: Raw -425169.426430 + Penalty 2670.228632 = -422499.197798
  nChanged 179
		SP:Iteration 4Q (170821.090000 sec): 3 clusters
  Score: Raw -425324.975622 + Penalty 2670.228632 = -422654.746990
  nChanged 177
		SP:Iteration 5Q (170821.160000 sec): 3 clusters
  Score: Raw -425480.714204 + Penalty 2670.228632 = -422810.485571
  nChanged 154
		SP:Iteration 6Q (170821.230000 sec): 3 clusters
  Score: Raw -425599.719006 + Penalty 2670.228632 = -422929.490374
  nChanged 134
		SP:Iteration 7Q (170821.290000 sec): 3 clusters
  Score: Raw -425697.373447 + Penalty 2670.228632 = -423027.144815
  nChanged 121
		SP:Iteration 8Q (170821.360000 sec): 3 clusters
  Score: Raw -425765.058122 + Penalty 2670.228632 = -423094.829490
  nChanged 90
		SP:Iteration 9Q (170821.430000 sec): 3 clusters
  Score: Raw -425819.602421 + Penalty 2670.228632 = -423149.373789
  nChanged 84
		SP:Iteration 10Q (170821.490000 sec): 3 clusters
  Score: Raw -425861.058408 + Penalty 2670.228632 = -423190.829776
  nChanged 54
		SP:Iteration 11Q (170821.560000 sec): 3 clusters
  Score: Raw -425880.758337 + Penalty 2670.228632 = -423210.529705
  nChanged 48
		SP:Iteration 12Q (170821.620000 sec): 3 clusters
  Score: Raw -425901.017214 + Penalty 2670.228632 = -423230.788582
  nChanged 50
		SP:Iteration 13Q (170821.690000 sec): 3 clusters
  Score: Raw -425922.007190 + Penalty 2670.228632 = -423251.778558
  nChanged 44
		SP:Iteration 14Q (170821.750000 sec): 3 clusters
  Score: Raw -425939.640431 + Penalty 2670.228632 = -423269.411799
  nChanged 32
		SP:Iteration 15Q (170821.820000 sec): 3 clusters
  Score: Raw -425952.516493 + Penalty 2670.228632 = -423282.287861
  nChanged 29
		SP:Iteration 16Q (170821.890000 sec): 3 clusters
  Score: Raw -425963.461496 + Penalty 2670.228632 = -423293.232864
  nChanged 17
		SP:Iteration 17Q (170821.950000 sec): 3 clusters
  Score: Raw -425968.326903 + Penalty 2670.228632 = -423298.098271
  nChanged 13
		SP:Iteration 18Q (170822.020000 sec): 3 clusters
  Score: Raw -425972.393732 + Penalty 2670.228632 = -423302.165099
  nChanged 15
		SP:Iteration 19Q (170822.090000 sec): 3 clusters
  Score: Raw -425978.206136 + Penalty 2670.228632 = -423307.977504
  nChanged 24
		SP:Iteration 20F (170822.150000 sec): 3 clusters
  Score: Raw -425986.079953 + Penalty 2670.228632 = -423315.851321
  nChanged 15
		SP:Iteration 21Q (170822.220000 sec): 3 clusters
  Score: Raw -425990.766309 + Penalty 2670.228632 = -423320.537677
  nChanged 14
		SP:Iteration 22Q (170822.290000 sec): 3 clusters
  Score: Raw -425994.980862 + Penalty 2670.228632 = -423324.752230
  nChanged 12
		SP:Iteration 23Q (170822.350000 sec): 3 clusters
  Score: Raw -425999.771331 + Penalty 2670.228632 = -423329.542699
  nChanged 21
		SP:Iteration 24Q (170822.420000 sec): 3 clusters
  Score: Raw -426005.782220 + Penalty 2670.228632 = -423335.553588
  nChanged 18
		SP:Iteration 25Q (170822.490000 sec): 3 clusters
  Score: Raw -426011.952996 + Penalty 2670.228632 = -423341.724364
  nChanged 16
		SP:Iteration 26Q (170822.550000 sec): 3 clusters
  Score: Raw -426017.572332 + Penalty 2670.228632 = -423347.343700
  nChanged 14
		SP:Iteration 27Q (170822.620000 sec): 3 clusters
  Score: Raw -426022.354722 + Penalty 2670.228632 = -423352.126090
  nChanged 10
		SP:Iteration 28Q (170822.680000 sec): 3 clusters
  Score: Raw -426026.131213 + Penalty 2670.228632 = -423355.902581
  nChanged 14
		SP:Iteration 29Q (170822.750000 sec): 3 clusters
  Score: Raw -426031.562097 + Penalty 2670.228632 = -423361.333465
  nChanged 15
		SP:Iteration 30Q (170822.810000 sec): 3 clusters
  Score: Raw -426036.088786 + Penalty 2670.228632 = -423365.860154
  nChanged 15
		SP:Iteration 31Q (170822.880000 sec): 3 clusters
  Score: Raw -426039.765640 + Penalty 2670.228632 = -423369.537008
  nChanged 7
		SP:Iteration 32Q (170822.950000 sec): 3 clusters
  Score: Raw -426041.436613 + Penalty 2670.228632 = -423371.207981
  nChanged 8
		SP:Iteration 33Q (170823.010000 sec): 3 clusters
  Score: Raw -426043.552436 + Penalty 2670.228632 = -423373.323804
  nChanged 5
		SP:Iteration 34Q (170823.080000 sec): 3 clusters
  Score: Raw -426045.272625 + Penalty 2670.228632 = -423375.043993
  nChanged 7
		SP:Iteration 35Q (170823.140000 sec): 3 clusters
  Score: Raw -426047.654821 + Penalty 2670.228632 = -423377.426189
  nChanged 5
		SP:Iteration 36Q (170823.210000 sec): 3 clusters
  Score: Raw -426049.028353 + Penalty 2670.228632 = -423378.799721
  nChanged 4
		SP:Iteration 37Q (170823.270000 sec): 3 clusters
  Score: Raw -426049.885195 + Penalty 2670.228632 = -423379.656563
  nChanged 4
		SP:Iteration 38Q (170823.340000 sec): 3 clusters
  Score: Raw -426050.661449 + Penalty 2670.228632 = -423380.432817
  nChanged 2
		SP:Iteration 39Q (170823.410000 sec): 3 clusters
  Score: Raw -426050.986255 + Penalty 2670.228632 = -423380.757623
  nChanged 2
		SP:Iteration 40F (170823.470000 sec): 3 clusters
  Score: Raw -426051.311452 + Penalty 2670.228632 = -423381.082820
  nChanged 1
		SP:Iteration 41Q (170823.540000 sec): 3 clusters
  Score: Raw -426051.467325 + Penalty 2670.228632 = -423381.238693
  nChanged 0
		SP:Iteration 42F (170823.600000 sec): 3 clusters
  Score: Raw -426051.467325 + Penalty 2670.228632 = -423381.238693
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 114 (7584 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (170823.710000 sec): 2 clusters
  Score: Raw -907980.938210 + Penalty 1451.741857 = -906529.196352
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (170823.830000 sec): 3 clusters
  Score: Raw -903755.340194 + Penalty 2903.483714 = -900851.856479
  nChanged 3261
		SP:Iteration 1F (170823.940000 sec): 3 clusters
  Score: Raw -905702.627707 + Penalty 2903.483714 = -902799.143993
  nChanged 551
		SP:Iteration 2F (170824.050000 sec): 3 clusters
  Score: Raw -906043.696986 + Penalty 2903.483714 = -903140.213272
  nChanged 449
		SP:Iteration 3F (170824.160000 sec): 3 clusters
  Score: Raw -906325.868838 + Penalty 2903.483714 = -903422.385124
  nChanged 428
		SP:Iteration 4F (170824.270000 sec): 3 clusters
  Score: Raw -906586.022704 + Penalty 2903.483714 = -903682.538990
  nChanged 360
		SP:Iteration 5Q (170824.390000 sec): 3 clusters
  Score: Raw -906795.326504 + Penalty 2903.483714 = -903891.842790
  nChanged 322
		SP:Iteration 6Q (170824.500000 sec): 3 clusters
  Score: Raw -906962.652840 + Penalty 2903.483714 = -904059.169125
  nChanged 273
		SP:Iteration 7Q (170824.610000 sec): 3 clusters
  Score: Raw -907095.475379 + Penalty 2903.483714 = -904191.991665
  nChanged 253
		SP:Iteration 8Q (170824.730000 sec): 3 clusters
  Score: Raw -907210.093203 + Penalty 2903.483714 = -904306.609489
  nChanged 229
		SP:Iteration 9Q (170824.850000 sec): 3 clusters
  Score: Raw -907306.050546 + Penalty 2903.483714 = -904402.566832
  nChanged 182
		SP:Iteration 10Q (170824.970000 sec): 3 clusters
  Score: Raw -907382.770227 + Penalty 2903.483714 = -904479.286513
  nChanged 145
		SP:Iteration 11Q (170825.090000 sec): 3 clusters
  Score: Raw -907434.318975 + Penalty 2903.483714 = -904530.835261
  nChanged 136
		SP:Iteration 12Q (170825.210000 sec): 3 clusters
  Score: Raw -907491.396603 + Penalty 2903.483714 = -904587.912889
  nChanged 138
		SP:Iteration 13Q (170825.340000 sec): 3 clusters
  Score: Raw -907556.548434 + Penalty 2903.483714 = -904653.064719
  nChanged 153
		SP:Iteration 14Q (170825.460000 sec): 3 clusters
  Score: Raw -907626.621589 + Penalty 2903.483714 = -904723.137875
  nChanged 126
		SP:Iteration 15Q (170825.580000 sec): 3 clusters
  Score: Raw -907691.480869 + Penalty 2903.483714 = -904787.997154
  nChanged 127
		SP:Iteration 16Q (170825.700000 sec): 3 clusters
  Score: Raw -907757.930820 + Penalty 2903.483714 = -904854.447106
  nChanged 134
		SP:Iteration 17Q (170825.820000 sec): 3 clusters
  Score: Raw -907822.171401 + Penalty 2903.483714 = -904918.687687
  nChanged 122
		SP:Iteration 18Q (170825.940000 sec): 3 clusters
  Score: Raw -907879.452484 + Penalty 2903.483714 = -904975.968770
  nChanged 111
		SP:Iteration 19Q (170826.060000 sec): 3 clusters
  Score: Raw -907935.511741 + Penalty 2903.483714 = -905032.028026
  nChanged 107
		SP:Iteration 20F (170826.180000 sec): 3 clusters
  Score: Raw -907988.017612 + Penalty 2903.483714 = -905084.533897
  nChanged 95
		SP:Iteration 21Q (170826.310000 sec): 3 clusters
  Score: Raw -908032.153695 + Penalty 2903.483714 = -905128.669981
  nChanged 79
		SP:Iteration 22Q (170826.430000 sec): 3 clusters
  Score: Raw -908071.189158 + Penalty 2903.483714 = -905167.705444
  nChanged 66
		SP:Iteration 23Q (170826.550000 sec): 3 clusters
  Score: Raw -908095.337349 + Penalty 2903.483714 = -905191.853635
  nChanged 52
		SP:Iteration 24Q (170826.670000 sec): 3 clusters
  Score: Raw -908113.461216 + Penalty 2903.483714 = -905209.977502
  nChanged 49
		SP:Iteration 25Q (170826.790000 sec): 3 clusters
  Score: Raw -908127.476855 + Penalty 2903.483714 = -905223.993141
  nChanged 33
		SP:Iteration 26Q (170826.910000 sec): 3 clusters
  Score: Raw -908138.740258 + Penalty 2903.483714 = -905235.256544
  nChanged 40
		SP:Iteration 27Q (170827.030000 sec): 3 clusters
  Score: Raw -908153.479529 + Penalty 2903.483714 = -905249.995815
  nChanged 38
		SP:Iteration 28Q (170827.150000 sec): 3 clusters
  Score: Raw -908167.174009 + Penalty 2903.483714 = -905263.690294
  nChanged 36
		SP:Iteration 29Q (170827.270000 sec): 3 clusters
  Score: Raw -908178.200306 + Penalty 2903.483714 = -905274.716592
  nChanged 34
		SP:Iteration 30Q (170827.390000 sec): 3 clusters
  Score: Raw -908188.656831 + Penalty 2903.483714 = -905285.173116
  nChanged 29
		SP:Iteration 31Q (170827.500000 sec): 3 clusters
  Score: Raw -908199.945219 + Penalty 2903.483714 = -905296.461505
  nChanged 35
		SP:Iteration 32Q (170827.620000 sec): 3 clusters
  Score: Raw -908209.667315 + Penalty 2903.483714 = -905306.183601
  nChanged 26
		SP:Iteration 33Q (170827.740000 sec): 3 clusters
  Score: Raw -908216.775642 + Penalty 2903.483714 = -905313.291928
  nChanged 28
		SP:Iteration 34Q (170827.860000 sec): 3 clusters
  Score: Raw -908225.405565 + Penalty 2903.483714 = -905321.921851
  nChanged 24
		SP:Iteration 35Q (170827.980000 sec): 3 clusters
  Score: Raw -908231.919230 + Penalty 2903.483714 = -905328.435515
  nChanged 19
		SP:Iteration 36Q (170828.100000 sec): 3 clusters
  Score: Raw -908237.736027 + Penalty 2903.483714 = -905334.252313
  nChanged 17
		SP:Iteration 37Q (170828.220000 sec): 3 clusters
  Score: Raw -908243.372288 + Penalty 2903.483714 = -905339.888573
  nChanged 20
		SP:Iteration 38Q (170828.340000 sec): 3 clusters
  Score: Raw -908249.904356 + Penalty 2903.483714 = -905346.420642
  nChanged 15
		SP:Iteration 39Q (170828.460000 sec): 3 clusters
  Score: Raw -908253.973664 + Penalty 2903.483714 = -905350.489950
  nChanged 20
		SP:Iteration 40F (170828.580000 sec): 3 clusters
  Score: Raw -908259.233751 + Penalty 2903.483714 = -905355.750037
  nChanged 16
		SP:Iteration 41Q (170828.700000 sec): 3 clusters
  Score: Raw -908263.693810 + Penalty 2903.483714 = -905360.210096
  nChanged 15
		SP:Iteration 42Q (170828.820000 sec): 3 clusters
  Score: Raw -908267.544953 + Penalty 2903.483714 = -905364.061238
  nChanged 17
		SP:Iteration 43Q (170828.930000 sec): 3 clusters
  Score: Raw -908272.830130 + Penalty 2903.483714 = -905369.346416
  nChanged 19
		SP:Iteration 44Q (170829.050000 sec): 3 clusters
  Score: Raw -908279.875290 + Penalty 2903.483714 = -905376.391575
  nChanged 21
		SP:Iteration 45Q (170829.180000 sec): 3 clusters
  Score: Raw -908287.709403 + Penalty 2903.483714 = -905384.225688
  nChanged 20
		SP:Iteration 46Q (170829.300000 sec): 3 clusters
  Score: Raw -908295.497931 + Penalty 2903.483714 = -905392.014217
  nChanged 25
		SP:Iteration 47Q (170829.410000 sec): 3 clusters
  Score: Raw -908304.506471 + Penalty 2903.483714 = -905401.022757
  nChanged 26
		SP:Iteration 48Q (170829.520000 sec): 3 clusters
  Score: Raw -908313.209939 + Penalty 2903.483714 = -905409.726224
  nChanged 25
		SP:Iteration 49Q (170829.640000 sec): 3 clusters
  Score: Raw -908323.786769 + Penalty 2903.483714 = -905420.303054
  nChanged 30
		SP:Iteration 50Q (170829.760000 sec): 3 clusters
  Score: Raw -908339.262126 + Penalty 2903.483714 = -905435.778412
  nChanged 26
		SP:Iteration 51Q (170829.870000 sec): 3 clusters
  Score: Raw -908351.026005 + Penalty 2903.483714 = -905447.542290
  nChanged 17
		SP:Iteration 52Q (170829.990000 sec): 3 clusters
  Score: Raw -908356.702016 + Penalty 2903.483714 = -905453.218302
  nChanged 16
		SP:Iteration 53Q (170830.100000 sec): 3 clusters
  Score: Raw -908363.412822 + Penalty 2903.483714 = -905459.929108
  nChanged 15
		SP:Iteration 54Q (170830.230000 sec): 3 clusters
  Score: Raw -908367.961128 + Penalty 2903.483714 = -905464.477413
  nChanged 12
		SP:Iteration 55Q (170830.350000 sec): 3 clusters
  Score: Raw -908370.525309 + Penalty 2903.483714 = -905467.041595
  nChanged 8
		SP:Iteration 56Q (170830.460000 sec): 3 clusters
  Score: Raw -908372.222216 + Penalty 2903.483714 = -905468.738502
  nChanged 9
		SP:Iteration 57Q (170830.580000 sec): 3 clusters
  Score: Raw -908375.036491 + Penalty 2903.483714 = -905471.552776
  nChanged 7
		SP:Iteration 58Q (170830.690000 sec): 3 clusters
  Score: Raw -908376.667855 + Penalty 2903.483714 = -905473.184141
  nChanged 7
		SP:Iteration 59Q (170830.810000 sec): 3 clusters
  Score: Raw -908378.263342 + Penalty 2903.483714 = -905474.779628
  nChanged 5
		SP:Iteration 60F (170830.930000 sec): 3 clusters
  Score: Raw -908379.731195 + Penalty 2903.483714 = -905476.247481
  nChanged 5
		SP:Iteration 61Q (170831.050000 sec): 3 clusters
  Score: Raw -908382.021219 + Penalty 2903.483714 = -905478.537505
  nChanged 9
		SP:Iteration 62Q (170831.170000 sec): 3 clusters
  Score: Raw -908385.067892 + Penalty 2903.483714 = -905481.584178
  nChanged 10
		SP:Iteration 63Q (170831.280000 sec): 3 clusters
  Score: Raw -908388.396583 + Penalty 2903.483714 = -905484.912869
  nChanged 13
		SP:Iteration 64Q (170831.400000 sec): 3 clusters
  Score: Raw -908392.603034 + Penalty 2903.483714 = -905489.119320
  nChanged 10
		SP:Iteration 65Q (170831.520000 sec): 3 clusters
  Score: Raw -908395.161174 + Penalty 2903.483714 = -905491.677460
  nChanged 4
		SP:Iteration 66Q (170831.640000 sec): 3 clusters
  Score: Raw -908396.451088 + Penalty 2903.483714 = -905492.967374
  nChanged 3
		SP:Iteration 67Q (170831.750000 sec): 3 clusters
  Score: Raw -908398.092310 + Penalty 2903.483714 = -905494.608596
  nChanged 5
		SP:Iteration 68Q (170831.870000 sec): 3 clusters
  Score: Raw -908399.755382 + Penalty 2903.483714 = -905496.271668
  nChanged 6
		SP:Iteration 69Q (170831.990000 sec): 3 clusters
  Score: Raw -908403.367245 + Penalty 2903.483714 = -905499.883531
  nChanged 9
		SP:Iteration 70Q (170832.100000 sec): 3 clusters
  Score: Raw -908406.829564 + Penalty 2903.483714 = -905503.345850
  nChanged 5
		SP:Iteration 71Q (170832.220000 sec): 3 clusters
  Score: Raw -908408.524582 + Penalty 2903.483714 = -905505.040867
  nChanged 4
		SP:Iteration 72Q (170832.340000 sec): 3 clusters
  Score: Raw -908409.869208 + Penalty 2903.483714 = -905506.385494
  nChanged 3
		SP:Iteration 73Q (170832.460000 sec): 3 clusters
  Score: Raw -908410.461519 + Penalty 2903.483714 = -905506.977805
  nChanged 0
		SP:Iteration 74F (170832.580000 sec): 3 clusters
  Score: Raw -908410.461519 + Penalty 2903.483714 = -905506.977805
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 115 (3172 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (170832.660000 sec): 2 clusters
  Score: Raw -356069.995341 + Penalty 1310.094107 = -354759.901234
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (170832.720000 sec): 3 clusters
  Score: Raw -354571.096356 + Penalty 2620.188214 = -351950.908142
  nChanged 1196
		SP:Iteration 1F (170832.780000 sec): 3 clusters
  Score: Raw -355466.904793 + Penalty 2620.188214 = -352846.716579
  nChanged 312
		SP:Iteration 2F (170832.840000 sec): 3 clusters
  Score: Raw -355767.601197 + Penalty 2620.188214 = -353147.412982
  nChanged 217
		SP:Iteration 3F (170832.900000 sec): 3 clusters
  Score: Raw -355964.453726 + Penalty 2620.188214 = -353344.265511
  nChanged 146
		SP:Iteration 4Q (170832.960000 sec): 3 clusters
  Score: Raw -356099.160412 + Penalty 2620.188214 = -353478.972197
  nChanged 137
		SP:Iteration 5Q (170833.020000 sec): 3 clusters
  Score: Raw -356187.267989 + Penalty 2620.188214 = -353567.079775
  nChanged 99
		SP:Iteration 6Q (170833.070000 sec): 3 clusters
  Score: Raw -356242.397011 + Penalty 2620.188214 = -353622.208797
  nChanged 68
		SP:Iteration 7Q (170833.130000 sec): 3 clusters
  Score: Raw -356283.959602 + Penalty 2620.188214 = -353663.771388
  nChanged 69
		SP:Iteration 8Q (170833.180000 sec): 3 clusters
  Score: Raw -356333.679832 + Penalty 2620.188214 = -353713.491618
  nChanged 63
		SP:Iteration 9Q (170833.240000 sec): 3 clusters
  Score: Raw -356377.111476 + Penalty 2620.188214 = -353756.923261
  nChanged 57
		SP:Iteration 10Q (170833.300000 sec): 3 clusters
  Score: Raw -356406.087384 + Penalty 2620.188214 = -353785.899170
  nChanged 43
		SP:Iteration 11Q (170833.360000 sec): 3 clusters
  Score: Raw -356427.969515 + Penalty 2620.188214 = -353807.781301
  nChanged 35
		SP:Iteration 12Q (170833.410000 sec): 3 clusters
  Score: Raw -356445.606676 + Penalty 2620.188214 = -353825.418461
  nChanged 30
		SP:Iteration 13Q (170833.470000 sec): 3 clusters
  Score: Raw -356458.496722 + Penalty 2620.188214 = -353838.308508
  nChanged 25
		SP:Iteration 14Q (170833.520000 sec): 3 clusters
  Score: Raw -356470.362251 + Penalty 2620.188214 = -353850.174037
  nChanged 24
		SP:Iteration 15Q (170833.580000 sec): 3 clusters
  Score: Raw -356483.067834 + Penalty 2620.188214 = -353862.879620
  nChanged 21
		SP:Iteration 16Q (170833.640000 sec): 3 clusters
  Score: Raw -356491.811477 + Penalty 2620.188214 = -353871.623263
  nChanged 27
		SP:Iteration 17Q (170833.700000 sec): 3 clusters
  Score: Raw -356511.273391 + Penalty 2620.188214 = -353891.085176
  nChanged 28
		SP:Iteration 18Q (170833.750000 sec): 3 clusters
  Score: Raw -356531.576975 + Penalty 2620.188214 = -353911.388760
  nChanged 34
		SP:Iteration 19Q (170833.810000 sec): 3 clusters
  Score: Raw -356546.133848 + Penalty 2620.188214 = -353925.945633
  nChanged 34
		SP:Iteration 20F (170833.870000 sec): 3 clusters
  Score: Raw -356564.477381 + Penalty 2620.188214 = -353944.289167
  nChanged 35
		SP:Iteration 21Q (170833.920000 sec): 3 clusters
  Score: Raw -356591.252309 + Penalty 2620.188214 = -353971.064095
  nChanged 35
		SP:Iteration 22Q (170833.980000 sec): 3 clusters
  Score: Raw -356611.252974 + Penalty 2620.188214 = -353991.064759
  nChanged 30
		SP:Iteration 23Q (170834.040000 sec): 3 clusters
  Score: Raw -356623.019555 + Penalty 2620.188214 = -354002.831341
  nChanged 23
		SP:Iteration 24Q (170834.100000 sec): 3 clusters
  Score: Raw -356635.342760 + Penalty 2620.188214 = -354015.154546
  nChanged 18
		SP:Iteration 25Q (170834.150000 sec): 3 clusters
  Score: Raw -356644.470680 + Penalty 2620.188214 = -354024.282465
  nChanged 17
		SP:Iteration 26Q (170834.210000 sec): 3 clusters
  Score: Raw -356649.937359 + Penalty 2620.188214 = -354029.749144
  nChanged 6
		SP:Iteration 27Q (170834.260000 sec): 3 clusters
  Score: Raw -356653.192812 + Penalty 2620.188214 = -354033.004598
  nChanged 11
		SP:Iteration 28Q (170834.320000 sec): 3 clusters
  Score: Raw -356657.426049 + Penalty 2620.188214 = -354037.237835
  nChanged 9
		SP:Iteration 29Q (170834.380000 sec): 3 clusters
  Score: Raw -356660.244749 + Penalty 2620.188214 = -354040.056535
  nChanged 9
		SP:Iteration 30Q (170834.430000 sec): 3 clusters
  Score: Raw -356662.788578 + Penalty 2620.188214 = -354042.600364
  nChanged 10
		SP:Iteration 31Q (170834.490000 sec): 3 clusters
  Score: Raw -356666.721203 + Penalty 2620.188214 = -354046.532989
  nChanged 9
		SP:Iteration 32Q (170834.550000 sec): 3 clusters
  Score: Raw -356669.100546 + Penalty 2620.188214 = -354048.912332
  nChanged 9
		SP:Iteration 33Q (170834.600000 sec): 3 clusters
  Score: Raw -356671.335690 + Penalty 2620.188214 = -354051.147476
  nChanged 5
		SP:Iteration 34Q (170834.660000 sec): 3 clusters
  Score: Raw -356672.601423 + Penalty 2620.188214 = -354052.413209
  nChanged 6
		SP:Iteration 35Q (170834.720000 sec): 3 clusters
  Score: Raw -356675.150262 + Penalty 2620.188214 = -354054.962047
  nChanged 8
		SP:Iteration 36Q (170834.780000 sec): 3 clusters
  Score: Raw -356677.945738 + Penalty 2620.188214 = -354057.757524
  nChanged 7
		SP:Iteration 37Q (170834.830000 sec): 3 clusters
  Score: Raw -356679.944494 + Penalty 2620.188214 = -354059.756280
  nChanged 7
		SP:Iteration 38Q (170834.890000 sec): 3 clusters
  Score: Raw -356682.925854 + Penalty 2620.188214 = -354062.737640
  nChanged 11
		SP:Iteration 39Q (170834.940000 sec): 3 clusters
  Score: Raw -356687.441459 + Penalty 2620.188214 = -354067.253245
  nChanged 10
		SP:Iteration 40F (170835.000000 sec): 3 clusters
  Score: Raw -356690.453520 + Penalty 2620.188214 = -354070.265305
  nChanged 9
		SP:Iteration 41Q (170835.060000 sec): 3 clusters
  Score: Raw -356693.467959 + Penalty 2620.188214 = -354073.279744
  nChanged 5
		SP:Iteration 42Q (170835.120000 sec): 3 clusters
  Score: Raw -356695.507426 + Penalty 2620.188214 = -354075.319212
  nChanged 3
		SP:Iteration 43Q (170835.170000 sec): 3 clusters
  Score: Raw -356696.190232 + Penalty 2620.188214 = -354076.002017
  nChanged 2
		SP:Iteration 44Q (170835.230000 sec): 3 clusters
  Score: Raw -356697.027249 + Penalty 2620.188214 = -354076.839034
  nChanged 2
		SP:Iteration 45Q (170835.280000 sec): 3 clusters
  Score: Raw -356697.499265 + Penalty 2620.188214 = -354077.311051
  nChanged 2
		SP:Iteration 46Q (170835.340000 sec): 3 clusters
  Score: Raw -356698.098514 + Penalty 2620.188214 = -354077.910300
  nChanged 2
		SP:Iteration 47Q (170835.400000 sec): 3 clusters
  Score: Raw -356698.506708 + Penalty 2620.188214 = -354078.318494
  nChanged 0
		SP:Iteration 48F (170835.460000 sec): 3 clusters
  Score: Raw -356698.506708 + Penalty 2620.188214 = -354078.318494
  nChanged 0
Iteration 179Q (171153.330000 sec): 118 clusters
  Score: Raw -119141189.297256 + Penalty 263292.920647 = -118877896.376610
  nChanged 1770
Iteration 180F (171573.060000 sec): 118 clusters
  Score: Raw -119141998.920849 + Penalty 263292.920647 = -118878706.000202
  nChanged 1461
Iteration 181Q (171869.580000 sec): 118 clusters
  Score: Raw -119142429.300431 + Penalty 263292.920647 = -118879136.379784
  nChanged 881
Iteration 182Q (172165.390000 sec): 118 clusters
  Score: Raw -119142588.894340 + Penalty 263292.920647 = -118879295.973693
  nChanged 599
Iteration 183Q (172461.930000 sec): 118 clusters
  Score: Raw -119142675.339417 + Penalty 263292.920647 = -118879382.418770
  nChanged 534
Iteration 184Q (172758.420000 sec): 118 clusters
  Score: Raw -119142737.088614 + Penalty 263292.920647 = -118879444.167967
  nChanged 430
Iteration 185Q (173054.140000 sec): 118 clusters
  Score: Raw -119142783.838944 + Penalty 263292.920647 = -118879490.918298
  nChanged 363
Iteration 186Q (173349.890000 sec): 118 clusters
  Score: Raw -119142822.202198 + Penalty 263292.920647 = -118879529.281551
  nChanged 304
Iteration 187Q (173646.310000 sec): 118 clusters
  Score: Raw -119142855.401823 + Penalty 263292.920647 = -118879562.481176
  nChanged 271
Iteration 188Q (173942.050000 sec): 118 clusters
  Score: Raw -119142888.376620 + Penalty 263292.920647 = -118879595.455973
  nChanged 276
Iteration 189Q (174238.540000 sec): 118 clusters
  Score: Raw -119142919.899662 + Penalty 263292.920647 = -118879626.979015
  nChanged 270
Iteration 190Q (174534.320000 sec): 118 clusters
  Score: Raw -119142950.250207 + Penalty 263292.920647 = -118879657.329560
  nChanged 244
Iteration 191Q (174830.860000 sec): 118 clusters
  Score: Raw -119142977.271527 + Penalty 263292.920647 = -118879684.350880
  nChanged 205
Iteration 192Q (175127.410000 sec): 118 clusters
  Score: Raw -119142999.427792 + Penalty 263292.920647 = -118879706.507145
  nChanged 221
Iteration 193Q (175423.180000 sec): 118 clusters
  Score: Raw -119143024.092871 + Penalty 263292.920647 = -118879731.172224
  nChanged 236
Iteration 194Q (175719.640000 sec): 118 clusters
  Score: Raw -119143052.739401 + Penalty 263292.920647 = -118879759.818754
  nChanged 252
Iteration 195Q (176015.320000 sec): 118 clusters
  Score: Raw -119143081.411491 + Penalty 263292.920647 = -118879788.490844
  nChanged 242
Iteration 196Q (176311.130000 sec): 118 clusters
  Score: Raw -119143108.490896 + Penalty 263292.920647 = -118879815.570249
  nChanged 253
Iteration 197Q (176607.620000 sec): 118 clusters
  Score: Raw -119143137.971119 + Penalty 263292.920647 = -118879845.050472
  nChanged 233
Iteration 198Q (176904.150000 sec): 118 clusters
  Score: Raw -119143165.343838 + Penalty 263292.920647 = -118879872.423191
  nChanged 208
Iteration 199Q (177199.870000 sec): 118 clusters
  Score: Raw -119143190.241303 + Penalty 263292.920647 = -118879897.320656
  nChanged 203
Iteration 200F (177616.820000 sec): 118 clusters
  Score: Raw -119143289.827898 + Penalty 263292.920647 = -118879996.907251
  nChanged 223
Iteration 201Q (177912.620000 sec): 118 clusters
  Score: Raw -119143638.477929 + Penalty 263292.920647 = -118880345.557282
  nChanged 247
Iteration 202Q (178208.210000 sec): 118 clusters
  Score: Raw -119143710.569843 + Penalty 263292.920647 = -118880417.649196
  nChanged 278
Iteration 203Q (178503.730000 sec): 118 clusters
  Score: Raw -119143763.229453 + Penalty 263292.920647 = -118880470.308806
  nChanged 292
Iteration 204Q (178799.180000 sec): 118 clusters
  Score: Raw -119143806.205086 + Penalty 263292.920647 = -118880513.284439
  nChanged 258
Iteration 205Q (179095.330000 sec): 118 clusters
  Score: Raw -119143842.399480 + Penalty 263292.920647 = -118880549.478833
  nChanged 216
Iteration 206Q (179391.480000 sec): 118 clusters
  Score: Raw -119143867.945711 + Penalty 263292.920647 = -118880575.025064
  nChanged 186
Iteration 207Q (179687.410000 sec): 118 clusters
  Score: Raw -119143887.827915 + Penalty 263292.920647 = -118880594.907268
  nChanged 173
Iteration 208Q (179983.550000 sec): 118 clusters
  Score: Raw -119143909.183033 + Penalty 263292.920647 = -118880616.262387
  nChanged 172
Iteration 209Q (180279.540000 sec): 118 clusters
  Score: Raw -119143927.641489 + Penalty 263292.920647 = -118880634.720842
  nChanged 172
Iteration 210Q (180575.010000 sec): 118 clusters
  Score: Raw -119143944.834474 + Penalty 263292.920647 = -118880651.913827
  nChanged 169
Iteration 211Q (180870.530000 sec): 118 clusters
  Score: Raw -119143963.761277 + Penalty 263292.920647 = -118880670.840631
  nChanged 188
Iteration 212Q (181166.800000 sec): 118 clusters
  Score: Raw -119143987.573092 + Penalty 263292.920647 = -118880694.652446
  nChanged 174
Iteration 213Q (181463.000000 sec): 118 clusters
  Score: Raw -119144009.691855 + Penalty 263292.920647 = -118880716.771209
  nChanged 185
Iteration 214Q (181759.280000 sec): 118 clusters
  Score: Raw -119144029.846423 + Penalty 263292.920647 = -118880736.925776
  nChanged 170
Iteration 215Q (182055.580000 sec): 118 clusters
  Score: Raw -119144049.880399 + Penalty 263292.920647 = -118880756.959752
  nChanged 160
Iteration 216Q (182350.890000 sec): 118 clusters
  Score: Raw -119144067.784131 + Penalty 263292.920647 = -118880774.863484
  nChanged 155
Iteration 217Q (182645.990000 sec): 118 clusters
  Score: Raw -119144082.616752 + Penalty 263292.920647 = -118880789.696105
  nChanged 153
Iteration 218Q (182941.930000 sec): 118 clusters
  Score: Raw -119144098.270627 + Penalty 263292.920647 = -118880805.349980
  nChanged 133
Writing temp clu file 
Because OldScore, -118880789.696105, is greater than current (better) Score,-118880805.349980 
 Memory request: 0.00 GB would take us to total of 3.81 GB.
Compute initial score before splitting:   Score: Raw -119144098.270627 + Penalty 263292.920647 = -118880805.349980
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 1 (7830 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (182942.600000 sec): 2 clusters
  Score: Raw -959603.280418 + Penalty 1456.929141 = -958146.351278
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (182942.720000 sec): 3 clusters
  Score: Raw -955257.490661 + Penalty 2913.858281 = -952343.632380
  nChanged 3341
		SP:Iteration 1F (182942.830000 sec): 3 clusters
  Score: Raw -957167.416023 + Penalty 2913.858281 = -954253.557741
  nChanged 549
		SP:Iteration 2F (182942.950000 sec): 3 clusters
  Score: Raw -957543.102318 + Penalty 2913.858281 = -954629.244037
  nChanged 512
		SP:Iteration 3F (182943.060000 sec): 3 clusters
  Score: Raw -957956.254905 + Penalty 2913.858281 = -955042.396624
  nChanged 519
		SP:Iteration 4F (182943.180000 sec): 3 clusters
  Score: Raw -958332.973969 + Penalty 2913.858281 = -955419.115687
  nChanged 481
		SP:Iteration 5F (182943.300000 sec): 3 clusters
  Score: Raw -958649.626623 + Penalty 2913.858281 = -955735.768341
  nChanged 406
		SP:Iteration 6F (182943.420000 sec): 3 clusters
  Score: Raw -958877.853986 + Penalty 2913.858281 = -955963.995705
  nChanged 297
		SP:Iteration 7Q (182943.540000 sec): 3 clusters
  Score: Raw -959006.555232 + Penalty 2913.858281 = -956092.696951
  nChanged 200
		SP:Iteration 8Q (182943.660000 sec): 3 clusters
  Score: Raw -959077.539376 + Penalty 2913.858281 = -956163.681095
  nChanged 151
		SP:Iteration 9Q (182943.780000 sec): 3 clusters
  Score: Raw -959123.578272 + Penalty 2913.858281 = -956209.719990
  nChanged 110
		SP:Iteration 10Q (182943.900000 sec): 3 clusters
  Score: Raw -959149.725269 + Penalty 2913.858281 = -956235.866988
  nChanged 78
		SP:Iteration 11Q (182944.020000 sec): 3 clusters
  Score: Raw -959167.373534 + Penalty 2913.858281 = -956253.515252
  nChanged 55
		SP:Iteration 12Q (182944.140000 sec): 3 clusters
  Score: Raw -959178.437740 + Penalty 2913.858281 = -956264.579459
  nChanged 55
		SP:Iteration 13Q (182944.260000 sec): 3 clusters
  Score: Raw -959188.839122 + Penalty 2913.858281 = -956274.980840
  nChanged 43
		SP:Iteration 14Q (182944.380000 sec): 3 clusters
  Score: Raw -959197.686834 + Penalty 2913.858281 = -956283.828553
  nChanged 40
		SP:Iteration 15Q (182944.490000 sec): 3 clusters
  Score: Raw -959204.561397 + Penalty 2913.858281 = -956290.703116
  nChanged 32
		SP:Iteration 16Q (182944.610000 sec): 3 clusters
  Score: Raw -959209.378516 + Penalty 2913.858281 = -956295.520234
  nChanged 26
		SP:Iteration 17Q (182944.730000 sec): 3 clusters
  Score: Raw -959214.272657 + Penalty 2913.858281 = -956300.414376
  nChanged 23
		SP:Iteration 18Q (182944.900000 sec): 3 clusters
  Score: Raw -959218.016668 + Penalty 2913.858281 = -956304.158386
  nChanged 20
		SP:Iteration 19Q (182945.010000 sec): 3 clusters
  Score: Raw -959221.438910 + Penalty 2913.858281 = -956307.580629
  nChanged 20
		SP:Iteration 20F (182945.140000 sec): 3 clusters
  Score: Raw -959224.880399 + Penalty 2913.858281 = -956311.022118
  nChanged 23
		SP:Iteration 21Q (182945.260000 sec): 3 clusters
  Score: Raw -959229.088135 + Penalty 2913.858281 = -956315.229853
  nChanged 32
		SP:Iteration 22Q (182945.380000 sec): 3 clusters
  Score: Raw -959236.284672 + Penalty 2913.858281 = -956322.426391
  nChanged 26
		SP:Iteration 23Q (182945.490000 sec): 3 clusters
  Score: Raw -959241.279625 + Penalty 2913.858281 = -956327.421344
  nChanged 28
		SP:Iteration 24Q (182945.610000 sec): 3 clusters
  Score: Raw -959247.237784 + Penalty 2913.858281 = -956333.379502
  nChanged 32
		SP:Iteration 25Q (182945.730000 sec): 3 clusters
  Score: Raw -959252.629573 + Penalty 2913.858281 = -956338.771291
  nChanged 21
		SP:Iteration 26Q (182945.850000 sec): 3 clusters
  Score: Raw -959257.300015 + Penalty 2913.858281 = -956343.441733
  nChanged 24
		SP:Iteration 27Q (182945.970000 sec): 3 clusters
  Score: Raw -959263.586108 + Penalty 2913.858281 = -956349.727827
  nChanged 35
		SP:Iteration 28Q (182946.090000 sec): 3 clusters
  Score: Raw -959271.308138 + Penalty 2913.858281 = -956357.449857
  nChanged 28
		SP:Iteration 29Q (182946.210000 sec): 3 clusters
  Score: Raw -959277.361768 + Penalty 2913.858281 = -956363.503486
  nChanged 33
		SP:Iteration 30Q (182946.330000 sec): 3 clusters
  Score: Raw -959285.519981 + Penalty 2913.858281 = -956371.661699
  nChanged 36
		SP:Iteration 31Q (182946.450000 sec): 3 clusters
  Score: Raw -959295.322806 + Penalty 2913.858281 = -956381.464525
  nChanged 38
		SP:Iteration 32Q (182946.570000 sec): 3 clusters
  Score: Raw -959302.928967 + Penalty 2913.858281 = -956389.070686
  nChanged 31
		SP:Iteration 33Q (182946.690000 sec): 3 clusters
  Score: Raw -959308.698385 + Penalty 2913.858281 = -956394.840104
  nChanged 22
		SP:Iteration 34Q (182946.810000 sec): 3 clusters
  Score: Raw -959313.813390 + Penalty 2913.858281 = -956399.955109
  nChanged 24
		SP:Iteration 35Q (182946.920000 sec): 3 clusters
  Score: Raw -959319.119017 + Penalty 2913.858281 = -956405.260736
  nChanged 35
		SP:Iteration 36Q (182947.040000 sec): 3 clusters
  Score: Raw -959325.700197 + Penalty 2913.858281 = -956411.841916
  nChanged 34
		SP:Iteration 37Q (182947.160000 sec): 3 clusters
  Score: Raw -959333.193593 + Penalty 2913.858281 = -956419.335312
  nChanged 36
		SP:Iteration 38Q (182947.280000 sec): 3 clusters
  Score: Raw -959340.766371 + Penalty 2913.858281 = -956426.908090
  nChanged 29
		SP:Iteration 39Q (182947.400000 sec): 3 clusters
  Score: Raw -959347.001401 + Penalty 2913.858281 = -956433.143120
  nChanged 30
		SP:Iteration 40F (182947.520000 sec): 3 clusters
  Score: Raw -959353.854461 + Penalty 2913.858281 = -956439.996180
  nChanged 34
		SP:Iteration 41Q (182947.640000 sec): 3 clusters
  Score: Raw -959361.519705 + Penalty 2913.858281 = -956447.661424
  nChanged 39
		SP:Iteration 42Q (182947.770000 sec): 3 clusters
  Score: Raw -959370.849968 + Penalty 2913.858281 = -956456.991687
  nChanged 45
		SP:Iteration 43Q (182947.890000 sec): 3 clusters
  Score: Raw -959383.592832 + Penalty 2913.858281 = -956469.734550
  nChanged 53
		SP:Iteration 44Q (182948.010000 sec): 3 clusters
  Score: Raw -959396.580470 + Penalty 2913.858281 = -956482.722188
  nChanged 41
		SP:Iteration 45Q (182948.130000 sec): 3 clusters
  Score: Raw -959404.508657 + Penalty 2913.858281 = -956490.650376
  nChanged 33
		SP:Iteration 46Q (182948.250000 sec): 3 clusters
  Score: Raw -959411.577974 + Penalty 2913.858281 = -956497.719693
  nChanged 30
		SP:Iteration 47Q (182948.370000 sec): 3 clusters
  Score: Raw -959417.509612 + Penalty 2913.858281 = -956503.651330
  nChanged 35
		SP:Iteration 48Q (182948.500000 sec): 3 clusters
  Score: Raw -959425.659295 + Penalty 2913.858281 = -956511.801013
  nChanged 33
		SP:Iteration 49Q (182948.620000 sec): 3 clusters
  Score: Raw -959432.252508 + Penalty 2913.858281 = -956518.394227
  nChanged 28
		SP:Iteration 50Q (182948.740000 sec): 3 clusters
  Score: Raw -959438.165307 + Penalty 2913.858281 = -956524.307025
  nChanged 31
		SP:Iteration 51Q (182948.870000 sec): 3 clusters
  Score: Raw -959445.232063 + Penalty 2913.858281 = -956531.373781
  nChanged 30
		SP:Iteration 52Q (182948.990000 sec): 3 clusters
  Score: Raw -959451.415314 + Penalty 2913.858281 = -956537.557033
  nChanged 32
		SP:Iteration 53Q (182949.120000 sec): 3 clusters
  Score: Raw -959460.068529 + Penalty 2913.858281 = -956546.210247
  nChanged 39
		SP:Iteration 54Q (182949.240000 sec): 3 clusters
  Score: Raw -959470.819928 + Penalty 2913.858281 = -956556.961647
  nChanged 36
		SP:Iteration 55Q (182949.360000 sec): 3 clusters
  Score: Raw -959480.795715 + Penalty 2913.858281 = -956566.937434
  nChanged 30
		SP:Iteration 56Q (182949.490000 sec): 3 clusters
  Score: Raw -959488.240478 + Penalty 2913.858281 = -956574.382197
  nChanged 25
		SP:Iteration 57Q (182949.610000 sec): 3 clusters
  Score: Raw -959495.995322 + Penalty 2913.858281 = -956582.137041
  nChanged 21
		SP:Iteration 58Q (182949.730000 sec): 3 clusters
  Score: Raw -959501.160812 + Penalty 2913.858281 = -956587.302531
  nChanged 23
		SP:Iteration 59Q (182949.850000 sec): 3 clusters
  Score: Raw -959505.960292 + Penalty 2913.858281 = -956592.102010
  nChanged 19
		SP:Iteration 60F (182949.980000 sec): 3 clusters
  Score: Raw -959510.840162 + Penalty 2913.858281 = -956596.981881
  nChanged 18
		SP:Iteration 61Q (182950.100000 sec): 3 clusters
  Score: Raw -959515.011352 + Penalty 2913.858281 = -956601.153071
  nChanged 24
		SP:Iteration 62Q (182950.220000 sec): 3 clusters
  Score: Raw -959520.674526 + Penalty 2913.858281 = -956606.816245
  nChanged 25
		SP:Iteration 63Q (182950.350000 sec): 3 clusters
  Score: Raw -959527.373108 + Penalty 2913.858281 = -956613.514826
  nChanged 27
		SP:Iteration 64Q (182950.470000 sec): 3 clusters
  Score: Raw -959533.687373 + Penalty 2913.858281 = -956619.829091
  nChanged 25
		SP:Iteration 65Q (182950.590000 sec): 3 clusters
  Score: Raw -959539.741725 + Penalty 2913.858281 = -956625.883444
  nChanged 26
		SP:Iteration 66Q (182950.710000 sec): 3 clusters
  Score: Raw -959546.174992 + Penalty 2913.858281 = -956632.316710
  nChanged 28
		SP:Iteration 67Q (182950.830000 sec): 3 clusters
  Score: Raw -959555.088269 + Penalty 2913.858281 = -956641.229988
  nChanged 38
		SP:Iteration 68Q (182950.950000 sec): 3 clusters
  Score: Raw -959565.170248 + Penalty 2913.858281 = -956651.311966
  nChanged 37
		SP:Iteration 69Q (182951.070000 sec): 3 clusters
  Score: Raw -959575.994687 + Penalty 2913.858281 = -956662.136406
  nChanged 38
		SP:Iteration 70Q (182951.200000 sec): 3 clusters
  Score: Raw -959584.663767 + Penalty 2913.858281 = -956670.805486
  nChanged 30
		SP:Iteration 71Q (182951.320000 sec): 3 clusters
  Score: Raw -959593.911070 + Penalty 2913.858281 = -956680.052789
  nChanged 31
		SP:Iteration 72Q (182951.440000 sec): 3 clusters
  Score: Raw -959601.670746 + Penalty 2913.858281 = -956687.812465
  nChanged 25
		SP:Iteration 73Q (182951.560000 sec): 3 clusters
  Score: Raw -959607.312379 + Penalty 2913.858281 = -956693.454098
  nChanged 25
		SP:Iteration 74Q (182951.690000 sec): 3 clusters
  Score: Raw -959613.984335 + Penalty 2913.858281 = -956700.126053
  nChanged 26
		SP:Iteration 75Q (182951.810000 sec): 3 clusters
  Score: Raw -959621.763416 + Penalty 2913.858281 = -956707.905135
  nChanged 32
		SP:Iteration 76Q (182951.930000 sec): 3 clusters
  Score: Raw -959630.388963 + Penalty 2913.858281 = -956716.530681
  nChanged 37
		SP:Iteration 77Q (182952.050000 sec): 3 clusters
  Score: Raw -959640.062168 + Penalty 2913.858281 = -956726.203886
  nChanged 31
		SP:Iteration 78Q (182952.170000 sec): 3 clusters
  Score: Raw -959648.703465 + Penalty 2913.858281 = -956734.845183
  nChanged 27
		SP:Iteration 79Q (182952.290000 sec): 3 clusters
  Score: Raw -959656.235422 + Penalty 2913.858281 = -956742.377141
  nChanged 26
		SP:Iteration 80F (182952.420000 sec): 3 clusters
  Score: Raw -959663.343741 + Penalty 2913.858281 = -956749.485459
  nChanged 22
		SP:Iteration 81Q (182952.540000 sec): 3 clusters
  Score: Raw -959668.512243 + Penalty 2913.858281 = -956754.653961
  nChanged 18
		SP:Iteration 82Q (182952.670000 sec): 3 clusters
  Score: Raw -959673.530272 + Penalty 2913.858281 = -956759.671991
  nChanged 26
		SP:Iteration 83Q (182952.790000 sec): 3 clusters
  Score: Raw -959679.366548 + Penalty 2913.858281 = -956765.508267
  nChanged 25
		SP:Iteration 84Q (182952.910000 sec): 3 clusters
  Score: Raw -959687.040412 + Penalty 2913.858281 = -956773.182130
  nChanged 30
		SP:Iteration 85Q (182953.030000 sec): 3 clusters
  Score: Raw -959695.783684 + Penalty 2913.858281 = -956781.925403
  nChanged 29
		SP:Iteration 86Q (182953.150000 sec): 3 clusters
  Score: Raw -959704.795104 + Penalty 2913.858281 = -956790.936823
  nChanged 33
		SP:Iteration 87Q (182953.280000 sec): 3 clusters
  Score: Raw -959713.885559 + Penalty 2913.858281 = -956800.027277
  nChanged 28
		SP:Iteration 88Q (182953.400000 sec): 3 clusters
  Score: Raw -959720.751492 + Penalty 2913.858281 = -956806.893211
  nChanged 22
		SP:Iteration 89Q (182953.520000 sec): 3 clusters
  Score: Raw -959725.723365 + Penalty 2913.858281 = -956811.865084
  nChanged 24
		SP:Iteration 90Q (182953.640000 sec): 3 clusters
  Score: Raw -959730.659632 + Penalty 2913.858281 = -956816.801351
  nChanged 21
		SP:Iteration 91Q (182953.760000 sec): 3 clusters
  Score: Raw -959735.077936 + Penalty 2913.858281 = -956821.219655
  nChanged 9
		SP:Iteration 92Q (182953.880000 sec): 3 clusters
  Score: Raw -959737.275552 + Penalty 2913.858281 = -956823.417271
  nChanged 10
		SP:Iteration 93Q (182954.000000 sec): 3 clusters
  Score: Raw -959739.605015 + Penalty 2913.858281 = -956825.746733
  nChanged 4
		SP:Iteration 94Q (182954.120000 sec): 3 clusters
  Score: Raw -959741.011288 + Penalty 2913.858281 = -956827.153006
  nChanged 6
		SP:Iteration 95Q (182954.240000 sec): 3 clusters
  Score: Raw -959742.573869 + Penalty 2913.858281 = -956828.715587
  nChanged 7
		SP:Iteration 96Q (182954.360000 sec): 3 clusters
  Score: Raw -959744.123888 + Penalty 2913.858281 = -956830.265607
  nChanged 7
		SP:Iteration 97Q (182954.480000 sec): 3 clusters
  Score: Raw -959746.501435 + Penalty 2913.858281 = -956832.643154
  nChanged 12
		SP:Iteration 98Q (182954.600000 sec): 3 clusters
  Score: Raw -959749.129899 + Penalty 2913.858281 = -956835.271617
  nChanged 12
		SP:Iteration 99Q (182954.720000 sec): 3 clusters
  Score: Raw -959751.977442 + Penalty 2913.858281 = -956838.119161
  nChanged 12
		SP:Iteration 100F (182954.850000 sec): 3 clusters
  Score: Raw -959755.029187 + Penalty 2913.858281 = -956841.170906
  nChanged 9
		SP:Iteration 101Q (182955.030000 sec): 3 clusters
  Score: Raw -959757.465564 + Penalty 2913.858281 = -956843.607282
  nChanged 10
		SP:Iteration 102Q (182955.140000 sec): 3 clusters
  Score: Raw -959759.411034 + Penalty 2913.858281 = -956845.552752
  nChanged 9
		SP:Iteration 103Q (182955.250000 sec): 3 clusters
  Score: Raw -959761.504810 + Penalty 2913.858281 = -956847.646529
  nChanged 6
		SP:Iteration 104Q (182955.350000 sec): 3 clusters
  Score: Raw -959763.084914 + Penalty 2913.858281 = -956849.226632
  nChanged 0
		SP:Iteration 105F (182955.470000 sec): 3 clusters
  Score: Raw -959763.084914 + Penalty 2913.858281 = -956849.226632
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 2 (9673 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (182955.560000 sec): 2 clusters
  Score: Raw -1090712.308408 + Penalty 1491.277739 = -1089221.030669
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (182955.730000 sec): 3 clusters
  Score: Raw -1085282.608578 + Penalty 2982.555478 = -1082300.053100
  nChanged 4163
		SP:Iteration 1F (182955.860000 sec): 3 clusters
  Score: Raw -1087730.274938 + Penalty 2982.555478 = -1084747.719461
  nChanged 714
		SP:Iteration 2F (182955.990000 sec): 3 clusters
  Score: Raw -1088188.066882 + Penalty 2982.555478 = -1085205.511404
  nChanged 660
		SP:Iteration 3F (182956.130000 sec): 3 clusters
  Score: Raw -1088637.835569 + Penalty 2982.555478 = -1085655.280091
  nChanged 640
		SP:Iteration 4F (182956.300000 sec): 3 clusters
  Score: Raw -1089044.851581 + Penalty 2982.555478 = -1086062.296103
  nChanged 545
		SP:Iteration 5F (182956.450000 sec): 3 clusters
  Score: Raw -1089339.164847 + Penalty 2982.555478 = -1086356.609369
  nChanged 411
		SP:Iteration 6Q (182956.580000 sec): 3 clusters
  Score: Raw -1089538.925903 + Penalty 2982.555478 = -1086556.370425
  nChanged 365
		SP:Iteration 7Q (182956.720000 sec): 3 clusters
  Score: Raw -1089727.254658 + Penalty 2982.555478 = -1086744.699180
  nChanged 304
		SP:Iteration 8Q (182956.890000 sec): 3 clusters
  Score: Raw -1089871.508349 + Penalty 2982.555478 = -1086888.952871
  nChanged 247
		SP:Iteration 9Q (182957.070000 sec): 3 clusters
  Score: Raw -1089982.349243 + Penalty 2982.555478 = -1086999.793765
  nChanged 190
		SP:Iteration 10Q (182957.200000 sec): 3 clusters
  Score: Raw -1090071.271926 + Penalty 2982.555478 = -1087088.716449
  nChanged 178
		SP:Iteration 11Q (182957.340000 sec): 3 clusters
  Score: Raw -1090161.295879 + Penalty 2982.555478 = -1087178.740401
  nChanged 161
		SP:Iteration 12Q (182957.500000 sec): 3 clusters
  Score: Raw -1090248.069738 + Penalty 2982.555478 = -1087265.514260
  nChanged 174
		SP:Iteration 13Q (182957.650000 sec): 3 clusters
  Score: Raw -1090336.475575 + Penalty 2982.555478 = -1087353.920098
  nChanged 159
		SP:Iteration 14Q (182957.780000 sec): 3 clusters
  Score: Raw -1090422.120436 + Penalty 2982.555478 = -1087439.564959
  nChanged 145
		SP:Iteration 15Q (182957.910000 sec): 3 clusters
  Score: Raw -1090510.897371 + Penalty 2982.555478 = -1087528.341893
  nChanged 146
		SP:Iteration 16Q (182958.070000 sec): 3 clusters
  Score: Raw -1090623.153125 + Penalty 2982.555478 = -1087640.597647
  nChanged 130
		SP:Iteration 17Q (182958.220000 sec): 3 clusters
  Score: Raw -1090722.177504 + Penalty 2982.555478 = -1087739.622026
  nChanged 100
		SP:Iteration 18Q (182958.360000 sec): 3 clusters
  Score: Raw -1090790.612268 + Penalty 2982.555478 = -1087808.056790
  nChanged 90
		SP:Iteration 19Q (182958.480000 sec): 3 clusters
  Score: Raw -1090843.057230 + Penalty 2982.555478 = -1087860.501752
  nChanged 74
		SP:Iteration 20F (182958.620000 sec): 3 clusters
  Score: Raw -1090879.327494 + Penalty 2982.555478 = -1087896.772016
  nChanged 61
		SP:Iteration 21Q (182958.780000 sec): 3 clusters
  Score: Raw -1090908.903888 + Penalty 2982.555478 = -1087926.348410
  nChanged 47
		SP:Iteration 22Q (182958.940000 sec): 3 clusters
  Score: Raw -1090935.542658 + Penalty 2982.555478 = -1087952.987180
  nChanged 44
		SP:Iteration 23Q (182959.080000 sec): 3 clusters
  Score: Raw -1090961.350456 + Penalty 2982.555478 = -1087978.794978
  nChanged 50
		SP:Iteration 24Q (182959.200000 sec): 3 clusters
  Score: Raw -1090991.590360 + Penalty 2982.555478 = -1088009.034882
  nChanged 45
		SP:Iteration 25Q (182959.330000 sec): 3 clusters
  Score: Raw -1091013.872817 + Penalty 2982.555478 = -1088031.317339
  nChanged 32
		SP:Iteration 26Q (182959.490000 sec): 3 clusters
  Score: Raw -1091028.435311 + Penalty 2982.555478 = -1088045.879833
  nChanged 29
		SP:Iteration 27Q (182959.650000 sec): 3 clusters
  Score: Raw -1091043.992154 + Penalty 2982.555478 = -1088061.436676
  nChanged 20
		SP:Iteration 28Q (182959.790000 sec): 3 clusters
  Score: Raw -1091053.457174 + Penalty 2982.555478 = -1088070.901696
  nChanged 15
		SP:Iteration 29Q (182959.910000 sec): 3 clusters
  Score: Raw -1091057.849564 + Penalty 2982.555478 = -1088075.294086
  nChanged 10
		SP:Iteration 30Q (182960.030000 sec): 3 clusters
  Score: Raw -1091060.926948 + Penalty 2982.555478 = -1088078.371470
  nChanged 8
		SP:Iteration 31Q (182960.160000 sec): 3 clusters
  Score: Raw -1091064.168554 + Penalty 2982.555478 = -1088081.613076
  nChanged 12
		SP:Iteration 32Q (182960.320000 sec): 3 clusters
  Score: Raw -1091067.663471 + Penalty 2982.555478 = -1088085.107993
  nChanged 12
		SP:Iteration 33Q (182960.470000 sec): 3 clusters
  Score: Raw -1091071.058861 + Penalty 2982.555478 = -1088088.503383
  nChanged 8
		SP:Iteration 34Q (182960.610000 sec): 3 clusters
  Score: Raw -1091073.457467 + Penalty 2982.555478 = -1088090.901989
  nChanged 7
		SP:Iteration 35Q (182960.730000 sec): 3 clusters
  Score: Raw -1091075.159228 + Penalty 2982.555478 = -1088092.603751
  nChanged 7
		SP:Iteration 36Q (182960.860000 sec): 3 clusters
  Score: Raw -1091076.530121 + Penalty 2982.555478 = -1088093.974643
  nChanged 2
		SP:Iteration 37Q (182961.020000 sec): 3 clusters
  Score: Raw -1091077.037142 + Penalty 2982.555478 = -1088094.481664
  nChanged 1
		SP:Iteration 38Q (182961.180000 sec): 3 clusters
  Score: Raw -1091077.141747 + Penalty 2982.555478 = -1088094.586269
  nChanged 3
		SP:Iteration 39Q (182961.320000 sec): 3 clusters
  Score: Raw -1091077.722929 + Penalty 2982.555478 = -1088095.167451
  nChanged 2
		SP:Iteration 40F (182961.450000 sec): 3 clusters
  Score: Raw -1091078.317074 + Penalty 2982.555478 = -1088095.761596
  nChanged 2
		SP:Iteration 41Q (182961.570000 sec): 3 clusters
  Score: Raw -1091078.618009 + Penalty 2982.555478 = -1088096.062531
  nChanged 2
		SP:Iteration 42Q (182961.700000 sec): 3 clusters
  Score: Raw -1091079.041278 + Penalty 2982.555478 = -1088096.485800
  nChanged 4
		SP:Iteration 43Q (182961.850000 sec): 3 clusters
  Score: Raw -1091080.007815 + Penalty 2982.555478 = -1088097.452337
  nChanged 1
		SP:Iteration 44Q (182962.010000 sec): 3 clusters
  Score: Raw -1091080.184727 + Penalty 2982.555478 = -1088097.629249
  nChanged 0
		SP:Iteration 45F (182962.150000 sec): 3 clusters
  Score: Raw -1091080.184727 + Penalty 2982.555478 = -1088097.629249
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 3 (10303 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (182962.260000 sec): 2 clusters
  Score: Raw -1184730.772642 + Penalty 1501.530939 = -1183229.241703
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (182962.440000 sec): 3 clusters
  Score: Raw -1178904.943504 + Penalty 3003.061878 = -1175901.881626
  nChanged 4473
		SP:Iteration 1F (182962.570000 sec): 3 clusters
  Score: Raw -1181447.168239 + Penalty 3003.061878 = -1178444.106361
  nChanged 781
		SP:Iteration 2F (182962.730000 sec): 3 clusters
  Score: Raw -1182007.898512 + Penalty 3003.061878 = -1179004.836634
  nChanged 777
		SP:Iteration 3F (182962.910000 sec): 3 clusters
  Score: Raw -1182585.586676 + Penalty 3003.061878 = -1179582.524798
  nChanged 757
		SP:Iteration 4F (182963.050000 sec): 3 clusters
  Score: Raw -1183089.143726 + Penalty 3003.061878 = -1180086.081848
  nChanged 640
		SP:Iteration 5F (182963.200000 sec): 3 clusters
  Score: Raw -1183471.549689 + Penalty 3003.061878 = -1180468.487811
  nChanged 515
		SP:Iteration 6Q (182963.380000 sec): 3 clusters
  Score: Raw -1183789.124488 + Penalty 3003.061878 = -1180786.062610
  nChanged 453
		SP:Iteration 7Q (182963.530000 sec): 3 clusters
  Score: Raw -1184045.338351 + Penalty 3003.061878 = -1181042.276473
  nChanged 388
		SP:Iteration 8Q (182963.690000 sec): 3 clusters
  Score: Raw -1184260.819559 + Penalty 3003.061878 = -1181257.757681
  nChanged 336
		SP:Iteration 9Q (182963.840000 sec): 3 clusters
  Score: Raw -1184418.397344 + Penalty 3003.061878 = -1181415.335466
  nChanged 251
		SP:Iteration 10Q (182963.980000 sec): 3 clusters
  Score: Raw -1184543.974478 + Penalty 3003.061878 = -1181540.912600
  nChanged 208
		SP:Iteration 11Q (182964.140000 sec): 3 clusters
  Score: Raw -1184642.698771 + Penalty 3003.061878 = -1181639.636893
  nChanged 180
		SP:Iteration 12Q (182964.300000 sec): 3 clusters
  Score: Raw -1184724.373718 + Penalty 3003.061878 = -1181721.311840
  nChanged 168
		SP:Iteration 13Q (182964.420000 sec): 3 clusters
  Score: Raw -1184788.797380 + Penalty 3003.061878 = -1181785.735502
  nChanged 137
		SP:Iteration 14Q (182964.580000 sec): 3 clusters
  Score: Raw -1184833.920297 + Penalty 3003.061878 = -1181830.858419
  nChanged 117
		SP:Iteration 15Q (182964.760000 sec): 3 clusters
  Score: Raw -1184876.098942 + Penalty 3003.061878 = -1181873.037064
  nChanged 116
		SP:Iteration 16Q (182964.900000 sec): 3 clusters
  Score: Raw -1184917.151752 + Penalty 3003.061878 = -1181914.089874
  nChanged 121
		SP:Iteration 17Q (182965.040000 sec): 3 clusters
  Score: Raw -1184958.918698 + Penalty 3003.061878 = -1181955.856820
  nChanged 108
		SP:Iteration 18Q (182965.220000 sec): 3 clusters
  Score: Raw -1184995.947563 + Penalty 3003.061878 = -1181992.885685
  nChanged 116
		SP:Iteration 19Q (182965.360000 sec): 3 clusters
  Score: Raw -1185038.579492 + Penalty 3003.061878 = -1182035.517614
  nChanged 113
		SP:Iteration 20F (182965.510000 sec): 3 clusters
  Score: Raw -1185080.777910 + Penalty 3003.061878 = -1182077.716032
  nChanged 105
		SP:Iteration 21Q (182965.680000 sec): 3 clusters
  Score: Raw -1185120.071887 + Penalty 3003.061878 = -1182117.010009
  nChanged 106
		SP:Iteration 22Q (182965.820000 sec): 3 clusters
  Score: Raw -1185157.794694 + Penalty 3003.061878 = -1182154.732816
  nChanged 110
		SP:Iteration 23Q (182965.960000 sec): 3 clusters
  Score: Raw -1185199.135344 + Penalty 3003.061878 = -1182196.073466
  nChanged 99
		SP:Iteration 24Q (182966.130000 sec): 3 clusters
  Score: Raw -1185234.480661 + Penalty 3003.061878 = -1182231.418783
  nChanged 86
		SP:Iteration 25Q (182966.280000 sec): 3 clusters
  Score: Raw -1185263.055089 + Penalty 3003.061878 = -1182259.993211
  nChanged 87
		SP:Iteration 26Q (182966.400000 sec): 3 clusters
  Score: Raw -1185295.317437 + Penalty 3003.061878 = -1182292.255559
  nChanged 100
		SP:Iteration 27Q (182966.550000 sec): 3 clusters
  Score: Raw -1185327.401056 + Penalty 3003.061878 = -1182324.339178
  nChanged 98
		SP:Iteration 28Q (182966.720000 sec): 3 clusters
  Score: Raw -1185364.210244 + Penalty 3003.061878 = -1182361.148366
  nChanged 104
		SP:Iteration 29Q (182966.860000 sec): 3 clusters
  Score: Raw -1185405.740516 + Penalty 3003.061878 = -1182402.678638
  nChanged 106
		SP:Iteration 30Q (182967.000000 sec): 3 clusters
  Score: Raw -1185456.659591 + Penalty 3003.061878 = -1182453.597713
  nChanged 106
		SP:Iteration 31Q (182967.160000 sec): 3 clusters
  Score: Raw -1185504.343436 + Penalty 3003.061878 = -1182501.281558
  nChanged 101
		SP:Iteration 32Q (182967.330000 sec): 3 clusters
  Score: Raw -1185551.060428 + Penalty 3003.061878 = -1182547.998550
  nChanged 101
		SP:Iteration 33Q (182967.470000 sec): 3 clusters
  Score: Raw -1185596.856816 + Penalty 3003.061878 = -1182593.794938
  nChanged 93
		SP:Iteration 34Q (182967.610000 sec): 3 clusters
  Score: Raw -1185636.369245 + Penalty 3003.061878 = -1182633.307367
  nChanged 83
		SP:Iteration 35Q (182967.780000 sec): 3 clusters
  Score: Raw -1185675.154537 + Penalty 3003.061878 = -1182672.092659
  nChanged 87
		SP:Iteration 36Q (182967.920000 sec): 3 clusters
  Score: Raw -1185720.112604 + Penalty 3003.061878 = -1182717.050726
  nChanged 93
		SP:Iteration 37Q (182968.050000 sec): 3 clusters
  Score: Raw -1185771.307652 + Penalty 3003.061878 = -1182768.245774
  nChanged 91
		SP:Iteration 38Q (182968.220000 sec): 3 clusters
  Score: Raw -1185822.234576 + Penalty 3003.061878 = -1182819.172698
  nChanged 72
		SP:Iteration 39Q (182968.380000 sec): 3 clusters
  Score: Raw -1185856.638014 + Penalty 3003.061878 = -1182853.576136
  nChanged 54
		SP:Iteration 40F (182968.530000 sec): 3 clusters
  Score: Raw -1185882.753135 + Penalty 3003.061878 = -1182879.691257
  nChanged 43
		SP:Iteration 41Q (182968.670000 sec): 3 clusters
  Score: Raw -1185915.184775 + Penalty 3003.061878 = -1182912.122897
  nChanged 42
		SP:Iteration 42Q (182968.840000 sec): 3 clusters
  Score: Raw -1185948.729278 + Penalty 3003.061878 = -1182945.667400
  nChanged 47
		SP:Iteration 43Q (182968.970000 sec): 3 clusters
  Score: Raw -1185978.525724 + Penalty 3003.061878 = -1182975.463846
  nChanged 31
		SP:Iteration 44Q (182969.100000 sec): 3 clusters
  Score: Raw -1185993.743691 + Penalty 3003.061878 = -1182990.681813
  nChanged 22
		SP:Iteration 45Q (182969.270000 sec): 3 clusters
  Score: Raw -1186002.092888 + Penalty 3003.061878 = -1182999.031010
  nChanged 18
		SP:Iteration 46Q (182969.440000 sec): 3 clusters
  Score: Raw -1186011.005441 + Penalty 3003.061878 = -1183007.943563
  nChanged 14
		SP:Iteration 47Q (182969.570000 sec): 3 clusters
  Score: Raw -1186018.477926 + Penalty 3003.061878 = -1183015.416048
  nChanged 19
		SP:Iteration 48Q (182969.710000 sec): 3 clusters
  Score: Raw -1186026.022666 + Penalty 3003.061878 = -1183022.960788
  nChanged 16
		SP:Iteration 49Q (182969.880000 sec): 3 clusters
  Score: Raw -1186033.231737 + Penalty 3003.061878 = -1183030.169859
  nChanged 14
		SP:Iteration 50Q (182970.020000 sec): 3 clusters
  Score: Raw -1186039.000761 + Penalty 3003.061878 = -1183035.938883
  nChanged 10
		SP:Iteration 51Q (182970.150000 sec): 3 clusters
  Score: Raw -1186049.326334 + Penalty 3003.061878 = -1183046.264456
  nChanged 13
		SP:Iteration 52Q (182970.310000 sec): 3 clusters
  Score: Raw -1186063.829671 + Penalty 3003.061878 = -1183060.767793
  nChanged 15
		SP:Iteration 53Q (182970.480000 sec): 3 clusters
  Score: Raw -1186073.218489 + Penalty 3003.061878 = -1183070.156611
  nChanged 12
		SP:Iteration 54Q (182970.620000 sec): 3 clusters
  Score: Raw -1186077.907307 + Penalty 3003.061878 = -1183074.845429
  nChanged 8
		SP:Iteration 55Q (182970.750000 sec): 3 clusters
  Score: Raw -1186079.904828 + Penalty 3003.061878 = -1183076.842950
  nChanged 5
		SP:Iteration 56Q (182970.920000 sec): 3 clusters
  Score: Raw -1186082.718221 + Penalty 3003.061878 = -1183079.656343
  nChanged 4
		SP:Iteration 57Q (182971.080000 sec): 3 clusters
  Score: Raw -1186084.553772 + Penalty 3003.061878 = -1183081.491893
  nChanged 3
		SP:Iteration 58Q (182971.200000 sec): 3 clusters
  Score: Raw -1186085.215371 + Penalty 3003.061878 = -1183082.153493
  nChanged 2
		SP:Iteration 59Q (182971.340000 sec): 3 clusters
  Score: Raw -1186085.800873 + Penalty 3003.061878 = -1183082.738995
  nChanged 1
		SP:Iteration 60F (182971.520000 sec): 3 clusters
  Score: Raw -1186086.214023 + Penalty 3003.061878 = -1183083.152145
  nChanged 1
		SP:Iteration 61Q (182971.660000 sec): 3 clusters
  Score: Raw -1186086.806110 + Penalty 3003.061878 = -1183083.744232
  nChanged 3
		SP:Iteration 62Q (182971.790000 sec): 3 clusters
  Score: Raw -1186088.459707 + Penalty 3003.061878 = -1183085.397829
  nChanged 4
		SP:Iteration 63Q (182971.960000 sec): 3 clusters
  Score: Raw -1186090.904640 + Penalty 3003.061878 = -1183087.842762
  nChanged 6
		SP:Iteration 64Q (182972.120000 sec): 3 clusters
  Score: Raw -1186094.418323 + Penalty 3003.061878 = -1183091.356445
  nChanged 6
		SP:Iteration 65Q (182972.260000 sec): 3 clusters
  Score: Raw -1186096.564014 + Penalty 3003.061878 = -1183093.502136
  nChanged 3
		SP:Iteration 66Q (182972.390000 sec): 3 clusters
  Score: Raw -1186097.504136 + Penalty 3003.061878 = -1183094.442258
  nChanged 2
		SP:Iteration 67Q (182972.550000 sec): 3 clusters
  Score: Raw -1186098.245973 + Penalty 3003.061878 = -1183095.184095
  nChanged 2
		SP:Iteration 68Q (182972.720000 sec): 3 clusters
  Score: Raw -1186098.621359 + Penalty 3003.061878 = -1183095.559481
  nChanged 1
		SP:Iteration 69Q (182972.850000 sec): 3 clusters
  Score: Raw -1186098.744912 + Penalty 3003.061878 = -1183095.683034
  nChanged 1
		SP:Iteration 70Q (182972.980000 sec): 3 clusters
  Score: Raw -1186098.888333 + Penalty 3003.061878 = -1183095.826455
  nChanged 1
		SP:Iteration 71Q (182973.150000 sec): 3 clusters
  Score: Raw -1186099.047299 + Penalty 3003.061878 = -1183095.985421
  nChanged 0
		SP:Iteration 72F (182973.310000 sec): 3 clusters
  Score: Raw -1186099.047299 + Penalty 3003.061878 = -1183095.985421
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 4 (37100 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (182973.590000 sec): 2 clusters
  Score: Raw -4574046.340086 + Penalty 1709.722990 = -4572336.617095
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (182973.970000 sec): 3 clusters
  Score: Raw -4550846.926383 + Penalty 3419.445981 = -4547427.480402
  nChanged 17178
		SP:Iteration 1F (182974.340000 sec): 3 clusters
  Score: Raw -4560843.208529 + Penalty 3419.445981 = -4557423.762548
  nChanged 1604
		SP:Iteration 2Q (182974.750000 sec): 3 clusters
  Score: Raw -4561370.620412 + Penalty 3419.445981 = -4557951.174431
  nChanged 1602
		SP:Iteration 3Q (182975.100000 sec): 3 clusters
  Score: Raw -4561937.170772 + Penalty 3419.445981 = -4558517.724791
  nChanged 1602
		SP:Iteration 4Q (182975.490000 sec): 3 clusters
  Score: Raw -4562556.155203 + Penalty 3419.445981 = -4559136.709222
  nChanged 1754
		SP:Iteration 5Q (182975.900000 sec): 3 clusters
  Score: Raw -4563326.462058 + Penalty 3419.445981 = -4559907.016078
  nChanged 1970
		SP:Iteration 6F (182976.310000 sec): 3 clusters
  Score: Raw -4564299.774713 + Penalty 3419.445981 = -4560880.328732
  nChanged 2074
		SP:Iteration 7F (182976.720000 sec): 3 clusters
  Score: Raw -4565394.566646 + Penalty 3419.445981 = -4561975.120665
  nChanged 2051
		SP:Iteration 8F (182977.100000 sec): 3 clusters
  Score: Raw -4566536.916261 + Penalty 3419.445981 = -4563117.470280
  nChanged 1942
		SP:Iteration 9F (182977.490000 sec): 3 clusters
  Score: Raw -4567554.772370 + Penalty 3419.445981 = -4564135.326390
  nChanged 1670
		SP:Iteration 10Q (182977.870000 sec): 3 clusters
  Score: Raw -4568477.073009 + Penalty 3419.445981 = -4565057.627028
  nChanged 1569
		SP:Iteration 11Q (182978.280000 sec): 3 clusters
  Score: Raw -4569329.734825 + Penalty 3419.445981 = -4565910.288844
  nChanged 1469
		SP:Iteration 12Q (182978.640000 sec): 3 clusters
  Score: Raw -4570080.741043 + Penalty 3419.445981 = -4566661.295062
  nChanged 1322
		SP:Iteration 13Q (182979.020000 sec): 3 clusters
  Score: Raw -4570650.268419 + Penalty 3419.445981 = -4567230.822438
  nChanged 1154
		SP:Iteration 14Q (182979.420000 sec): 3 clusters
  Score: Raw -4571111.578603 + Penalty 3419.445981 = -4567692.132623
  nChanged 1002
		SP:Iteration 15Q (182979.810000 sec): 3 clusters
  Score: Raw -4571463.424396 + Penalty 3419.445981 = -4568043.978416
  nChanged 943
		SP:Iteration 16Q (182980.160000 sec): 3 clusters
  Score: Raw -4571767.253769 + Penalty 3419.445981 = -4568347.807788
  nChanged 913
		SP:Iteration 17Q (182980.570000 sec): 3 clusters
  Score: Raw -4572066.935000 + Penalty 3419.445981 = -4568647.489020
  nChanged 952
		SP:Iteration 18Q (182980.960000 sec): 3 clusters
  Score: Raw -4572371.351891 + Penalty 3419.445981 = -4568951.905910
  nChanged 970
		SP:Iteration 19Q (182981.310000 sec): 3 clusters
  Score: Raw -4572689.687920 + Penalty 3419.445981 = -4569270.241939
  nChanged 963
		SP:Iteration 20F (182981.700000 sec): 3 clusters
  Score: Raw -4572991.257006 + Penalty 3419.445981 = -4569571.811025
  nChanged 933
		SP:Iteration 21Q (182982.090000 sec): 3 clusters
  Score: Raw -4573302.403260 + Penalty 3419.445981 = -4569882.957280
  nChanged 893
		SP:Iteration 22Q (182982.420000 sec): 3 clusters
  Score: Raw -4573592.746005 + Penalty 3419.445981 = -4570173.300024
  nChanged 799
		SP:Iteration 23Q (182982.810000 sec): 3 clusters
  Score: Raw -4573851.960506 + Penalty 3419.445981 = -4570432.514525
  nChanged 775
		SP:Iteration 24Q (182983.150000 sec): 3 clusters
  Score: Raw -4574107.728360 + Penalty 3419.445981 = -4570688.282379
  nChanged 654
		SP:Iteration 25Q (182983.520000 sec): 3 clusters
  Score: Raw -4574307.129604 + Penalty 3419.445981 = -4570887.683623
  nChanged 549
		SP:Iteration 26Q (182983.850000 sec): 3 clusters
  Score: Raw -4574468.740810 + Penalty 3419.445981 = -4571049.294829
  nChanged 470
		SP:Iteration 27Q (182984.230000 sec): 3 clusters
  Score: Raw -4574602.957688 + Penalty 3419.445981 = -4571183.511707
  nChanged 409
		SP:Iteration 28Q (182984.560000 sec): 3 clusters
  Score: Raw -4574720.485436 + Penalty 3419.445981 = -4571301.039455
  nChanged 329
		SP:Iteration 29Q (182984.940000 sec): 3 clusters
  Score: Raw -4574810.805789 + Penalty 3419.445981 = -4571391.359808
  nChanged 263
		SP:Iteration 30Q (182985.280000 sec): 3 clusters
  Score: Raw -4574874.771095 + Penalty 3419.445981 = -4571455.325115
  nChanged 231
		SP:Iteration 31Q (182985.660000 sec): 3 clusters
  Score: Raw -4574931.492783 + Penalty 3419.445981 = -4571512.046803
  nChanged 202
		SP:Iteration 32Q (182985.980000 sec): 3 clusters
  Score: Raw -4574979.297916 + Penalty 3419.445981 = -4571559.851935
  nChanged 173
		SP:Iteration 33Q (182986.360000 sec): 3 clusters
  Score: Raw -4575021.295721 + Penalty 3419.445981 = -4571601.849740
  nChanged 160
		SP:Iteration 34Q (182986.690000 sec): 3 clusters
  Score: Raw -4575063.447494 + Penalty 3419.445981 = -4571644.001513
  nChanged 160
		SP:Iteration 35Q (182987.070000 sec): 3 clusters
  Score: Raw -4575105.376014 + Penalty 3419.445981 = -4571685.930033
  nChanged 165
		SP:Iteration 36Q (182987.400000 sec): 3 clusters
  Score: Raw -4575147.898064 + Penalty 3419.445981 = -4571728.452083
  nChanged 136
		SP:Iteration 37Q (182987.780000 sec): 3 clusters
  Score: Raw -4575178.398835 + Penalty 3419.445981 = -4571758.952854
  nChanged 118
		SP:Iteration 38Q (182988.110000 sec): 3 clusters
  Score: Raw -4575201.462033 + Penalty 3419.445981 = -4571782.016052
  nChanged 108
		SP:Iteration 39Q (182988.490000 sec): 3 clusters
  Score: Raw -4575219.021495 + Penalty 3419.445981 = -4571799.575514
  nChanged 85
		SP:Iteration 40F (182988.840000 sec): 3 clusters
  Score: Raw -4575232.227824 + Penalty 3419.445981 = -4571812.781843
  nChanged 71
		SP:Iteration 41Q (182989.200000 sec): 3 clusters
  Score: Raw -4575242.300306 + Penalty 3419.445981 = -4571822.854326
  nChanged 59
		SP:Iteration 42Q (182989.520000 sec): 3 clusters
  Score: Raw -4575251.851667 + Penalty 3419.445981 = -4571832.405686
  nChanged 54
		SP:Iteration 43Q (182989.900000 sec): 3 clusters
  Score: Raw -4575258.935941 + Penalty 3419.445981 = -4571839.489960
  nChanged 40
		SP:Iteration 44Q (182990.230000 sec): 3 clusters
  Score: Raw -4575264.269003 + Penalty 3419.445981 = -4571844.823022
  nChanged 39
		SP:Iteration 45Q (182990.610000 sec): 3 clusters
  Score: Raw -4575269.776161 + Penalty 3419.445981 = -4571850.330180
  nChanged 41
		SP:Iteration 46Q (182990.930000 sec): 3 clusters
  Score: Raw -4575275.132402 + Penalty 3419.445981 = -4571855.686421
  nChanged 36
		SP:Iteration 47Q (182991.260000 sec): 3 clusters
  Score: Raw -4575279.909697 + Penalty 3419.445981 = -4571860.463716
  nChanged 33
		SP:Iteration 48Q (182991.640000 sec): 3 clusters
  Score: Raw -4575284.726014 + Penalty 3419.445981 = -4571865.280033
  nChanged 34
		SP:Iteration 49Q (182991.960000 sec): 3 clusters
  Score: Raw -4575289.403151 + Penalty 3419.445981 = -4571869.957170
  nChanged 24
		SP:Iteration 50Q (182992.340000 sec): 3 clusters
  Score: Raw -4575292.428945 + Penalty 3419.445981 = -4571872.982964
  nChanged 19
		SP:Iteration 51Q (182992.670000 sec): 3 clusters
  Score: Raw -4575295.091520 + Penalty 3419.445981 = -4571875.645539
  nChanged 20
		SP:Iteration 52Q (182993.050000 sec): 3 clusters
  Score: Raw -4575297.681141 + Penalty 3419.445981 = -4571878.235160
  nChanged 27
		SP:Iteration 53Q (182993.380000 sec): 3 clusters
  Score: Raw -4575300.476577 + Penalty 3419.445981 = -4571881.030596
  nChanged 17
		SP:Iteration 54Q (182993.750000 sec): 3 clusters
  Score: Raw -4575302.929932 + Penalty 3419.445981 = -4571883.483951
  nChanged 27
		SP:Iteration 55Q (182994.080000 sec): 3 clusters
  Score: Raw -4575306.943363 + Penalty 3419.445981 = -4571887.497382
  nChanged 30
		SP:Iteration 56Q (182994.460000 sec): 3 clusters
  Score: Raw -4575310.796912 + Penalty 3419.445981 = -4571891.350931
  nChanged 18
		SP:Iteration 57Q (182994.790000 sec): 3 clusters
  Score: Raw -4575312.731572 + Penalty 3419.445981 = -4571893.285591
  nChanged 11
		SP:Iteration 58Q (182995.130000 sec): 3 clusters
  Score: Raw -4575313.935184 + Penalty 3419.445981 = -4571894.489203
  nChanged 10
		SP:Iteration 59Q (182995.480000 sec): 3 clusters
  Score: Raw -4575315.106114 + Penalty 3419.445981 = -4571895.660134
  nChanged 11
		SP:Iteration 60F (182995.830000 sec): 3 clusters
  Score: Raw -4575316.421438 + Penalty 3419.445981 = -4571896.975457
  nChanged 12
		SP:Iteration 61Q (182996.190000 sec): 3 clusters
  Score: Raw -4575318.069669 + Penalty 3419.445981 = -4571898.623689
  nChanged 12
		SP:Iteration 62Q (182996.510000 sec): 3 clusters
  Score: Raw -4575319.255342 + Penalty 3419.445981 = -4571899.809361
  nChanged 11
		SP:Iteration 63Q (182996.890000 sec): 3 clusters
  Score: Raw -4575320.282558 + Penalty 3419.445981 = -4571900.836577
  nChanged 4
		SP:Iteration 64Q (182997.220000 sec): 3 clusters
  Score: Raw -4575320.641728 + Penalty 3419.445981 = -4571901.195747
  nChanged 4
		SP:Iteration 65Q (182997.560000 sec): 3 clusters
  Score: Raw -4575321.066786 + Penalty 3419.445981 = -4571901.620805
  nChanged 2
		SP:Iteration 66Q (182997.910000 sec): 3 clusters
  Score: Raw -4575321.205048 + Penalty 3419.445981 = -4571901.759067
  nChanged 2
		SP:Iteration 67Q (182998.240000 sec): 3 clusters
  Score: Raw -4575321.329351 + Penalty 3419.445981 = -4571901.883370
  nChanged 0
		SP:Iteration 68F (182998.650000 sec): 3 clusters
  Score: Raw -4575321.329351 + Penalty 3419.445981 = -4571901.883370
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 5 (6531 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (182998.730000 sec): 2 clusters
  Score: Raw -768938.728371 + Penalty 1427.451244 = -767511.277126
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (182998.860000 sec): 3 clusters
  Score: Raw -765442.085381 + Penalty 2854.902489 = -762587.182892
  nChanged 2695
		SP:Iteration 1F (182998.960000 sec): 3 clusters
  Score: Raw -766927.351808 + Penalty 2854.902489 = -764072.449319
  nChanged 424
		SP:Iteration 2F (182999.060000 sec): 3 clusters
  Score: Raw -767109.773302 + Penalty 2854.902489 = -764254.870813
  nChanged 332
		SP:Iteration 3F (182999.170000 sec): 3 clusters
  Score: Raw -767261.912868 + Penalty 2854.902489 = -764407.010379
  nChanged 291
		SP:Iteration 4Q (182999.270000 sec): 3 clusters
  Score: Raw -767413.034411 + Penalty 2854.902489 = -764558.131922
  nChanged 286
		SP:Iteration 5Q (182999.370000 sec): 3 clusters
  Score: Raw -767557.254965 + Penalty 2854.902489 = -764702.352476
  nChanged 235
		SP:Iteration 6Q (182999.500000 sec): 3 clusters
  Score: Raw -767678.728920 + Penalty 2854.902489 = -764823.826431
  nChanged 224
		SP:Iteration 7Q (182999.600000 sec): 3 clusters
  Score: Raw -767786.707146 + Penalty 2854.902489 = -764931.804658
  nChanged 209
		SP:Iteration 8Q (182999.700000 sec): 3 clusters
  Score: Raw -767891.074943 + Penalty 2854.902489 = -765036.172454
  nChanged 214
		SP:Iteration 9Q (182999.800000 sec): 3 clusters
  Score: Raw -768003.527195 + Penalty 2854.902489 = -765148.624706
  nChanged 221
		SP:Iteration 10Q (182999.900000 sec): 3 clusters
  Score: Raw -768125.448535 + Penalty 2854.902489 = -765270.546047
  nChanged 219
		SP:Iteration 11Q (183000.010000 sec): 3 clusters
  Score: Raw -768245.966318 + Penalty 2854.902489 = -765391.063829
  nChanged 231
		SP:Iteration 12Q (183000.120000 sec): 3 clusters
  Score: Raw -768384.041113 + Penalty 2854.902489 = -765529.138624
  nChanged 235
		SP:Iteration 13Q (183000.220000 sec): 3 clusters
  Score: Raw -768526.792723 + Penalty 2854.902489 = -765671.890234
  nChanged 229
		SP:Iteration 14Q (183000.330000 sec): 3 clusters
  Score: Raw -768658.071340 + Penalty 2854.902489 = -765803.168851
  nChanged 183
		SP:Iteration 15Q (183000.430000 sec): 3 clusters
  Score: Raw -768772.751688 + Penalty 2854.902489 = -765917.849200
  nChanged 173
		SP:Iteration 16Q (183000.530000 sec): 3 clusters
  Score: Raw -768891.981122 + Penalty 2854.902489 = -766037.078633
  nChanged 161
		SP:Iteration 17Q (183000.630000 sec): 3 clusters
  Score: Raw -769017.701314 + Penalty 2854.902489 = -766162.798826
  nChanged 136
		SP:Iteration 18Q (183000.730000 sec): 3 clusters
  Score: Raw -769145.209475 + Penalty 2854.902489 = -766290.306986
  nChanged 101
		SP:Iteration 19Q (183000.830000 sec): 3 clusters
  Score: Raw -769231.971207 + Penalty 2854.902489 = -766377.068719
  nChanged 79
		SP:Iteration 20F (183000.930000 sec): 3 clusters
  Score: Raw -769290.289643 + Penalty 2854.902489 = -766435.387155
  nChanged 60
		SP:Iteration 21Q (183001.020000 sec): 3 clusters
  Score: Raw -769328.328061 + Penalty 2854.902489 = -766473.425573
  nChanged 60
		SP:Iteration 22Q (183001.120000 sec): 3 clusters
  Score: Raw -769358.911905 + Penalty 2854.902489 = -766504.009416
  nChanged 50
		SP:Iteration 23Q (183001.220000 sec): 3 clusters
  Score: Raw -769380.555518 + Penalty 2854.902489 = -766525.653029
  nChanged 40
		SP:Iteration 24Q (183001.320000 sec): 3 clusters
  Score: Raw -769402.653773 + Penalty 2854.902489 = -766547.751284
  nChanged 39
		SP:Iteration 25Q (183001.420000 sec): 3 clusters
  Score: Raw -769418.999551 + Penalty 2854.902489 = -766564.097062
  nChanged 27
		SP:Iteration 26Q (183001.520000 sec): 3 clusters
  Score: Raw -769431.569733 + Penalty 2854.902489 = -766576.667244
  nChanged 25
		SP:Iteration 27Q (183001.630000 sec): 3 clusters
  Score: Raw -769442.801003 + Penalty 2854.902489 = -766587.898514
  nChanged 25
		SP:Iteration 28Q (183001.720000 sec): 3 clusters
  Score: Raw -769450.962729 + Penalty 2854.902489 = -766596.060240
  nChanged 21
		SP:Iteration 29Q (183001.820000 sec): 3 clusters
  Score: Raw -769459.463919 + Penalty 2854.902489 = -766604.561430
  nChanged 24
		SP:Iteration 30Q (183001.920000 sec): 3 clusters
  Score: Raw -769469.097086 + Penalty 2854.902489 = -766614.194598
  nChanged 21
		SP:Iteration 31Q (183002.020000 sec): 3 clusters
  Score: Raw -769477.107827 + Penalty 2854.902489 = -766622.205339
  nChanged 13
		SP:Iteration 32Q (183002.130000 sec): 3 clusters
  Score: Raw -769484.886383 + Penalty 2854.902489 = -766629.983895
  nChanged 18
		SP:Iteration 33Q (183002.230000 sec): 3 clusters
  Score: Raw -769495.803622 + Penalty 2854.902489 = -766640.901133
  nChanged 18
		SP:Iteration 34Q (183002.320000 sec): 3 clusters
  Score: Raw -769504.317610 + Penalty 2854.902489 = -766649.415121
  nChanged 18
		SP:Iteration 35Q (183002.420000 sec): 3 clusters
  Score: Raw -769510.507552 + Penalty 2854.902489 = -766655.605063
  nChanged 11
		SP:Iteration 36Q (183002.520000 sec): 3 clusters
  Score: Raw -769513.545001 + Penalty 2854.902489 = -766658.642512
  nChanged 9
		SP:Iteration 37Q (183002.630000 sec): 3 clusters
  Score: Raw -769515.979601 + Penalty 2854.902489 = -766661.077112
  nChanged 4
		SP:Iteration 38Q (183002.730000 sec): 3 clusters
  Score: Raw -769517.327073 + Penalty 2854.902489 = -766662.424584
  nChanged 5
		SP:Iteration 39Q (183002.830000 sec): 3 clusters
  Score: Raw -769520.138217 + Penalty 2854.902489 = -766665.235728
  nChanged 8
		SP:Iteration 40F (183002.930000 sec): 3 clusters
  Score: Raw -769522.540568 + Penalty 2854.902489 = -766667.638080
  nChanged 5
		SP:Iteration 41Q (183003.030000 sec): 3 clusters
  Score: Raw -769523.209405 + Penalty 2854.902489 = -766668.306916
  nChanged 3
		SP:Iteration 42Q (183003.130000 sec): 3 clusters
  Score: Raw -769523.837974 + Penalty 2854.902489 = -766668.935485
  nChanged 0
		SP:Iteration 43F (183003.230000 sec): 3 clusters
  Score: Raw -769523.837974 + Penalty 2854.902489 = -766668.935485
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 6 (2709 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183003.290000 sec): 2 clusters
  Score: Raw -303732.040496 + Penalty 1284.454412 = -302447.586084
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183003.340000 sec): 3 clusters
  Score: Raw -302506.480554 + Penalty 2568.908824 = -299937.571730
  nChanged 988
		SP:Iteration 1F (183003.390000 sec): 3 clusters
  Score: Raw -303133.425602 + Penalty 2568.908824 = -300564.516778
  nChanged 219
		SP:Iteration 2F (183003.450000 sec): 3 clusters
  Score: Raw -303314.475553 + Penalty 2568.908824 = -300745.566729
  nChanged 167
		SP:Iteration 3F (183003.500000 sec): 3 clusters
  Score: Raw -303447.810475 + Penalty 2568.908824 = -300878.901652
  nChanged 128
		SP:Iteration 4Q (183003.550000 sec): 3 clusters
  Score: Raw -303547.289050 + Penalty 2568.908824 = -300978.380226
  nChanged 133
		SP:Iteration 5Q (183003.600000 sec): 3 clusters
  Score: Raw -303662.574936 + Penalty 2568.908824 = -301093.666112
  nChanged 117
		SP:Iteration 6Q (183003.650000 sec): 3 clusters
  Score: Raw -303749.828301 + Penalty 2568.908824 = -301180.919478
  nChanged 88
		SP:Iteration 7Q (183003.700000 sec): 3 clusters
  Score: Raw -303814.556114 + Penalty 2568.908824 = -301245.647290
  nChanged 86
		SP:Iteration 8Q (183003.750000 sec): 3 clusters
  Score: Raw -303875.407883 + Penalty 2568.908824 = -301306.499059
  nChanged 66
		SP:Iteration 9Q (183003.790000 sec): 3 clusters
  Score: Raw -303921.768917 + Penalty 2568.908824 = -301352.860093
  nChanged 56
		SP:Iteration 10Q (183003.840000 sec): 3 clusters
  Score: Raw -303956.351456 + Penalty 2568.908824 = -301387.442632
  nChanged 41
		SP:Iteration 11Q (183003.890000 sec): 3 clusters
  Score: Raw -303977.433699 + Penalty 2568.908824 = -301408.524875
  nChanged 27
		SP:Iteration 12Q (183003.940000 sec): 3 clusters
  Score: Raw -303993.663063 + Penalty 2568.908824 = -301424.754239
  nChanged 27
		SP:Iteration 13Q (183003.990000 sec): 3 clusters
  Score: Raw -304009.059688 + Penalty 2568.908824 = -301440.150864
  nChanged 28
		SP:Iteration 14Q (183004.040000 sec): 3 clusters
  Score: Raw -304024.767456 + Penalty 2568.908824 = -301455.858632
  nChanged 29
		SP:Iteration 15Q (183004.090000 sec): 3 clusters
  Score: Raw -304039.668467 + Penalty 2568.908824 = -301470.759643
  nChanged 30
		SP:Iteration 16Q (183004.130000 sec): 3 clusters
  Score: Raw -304057.251024 + Penalty 2568.908824 = -301488.342200
  nChanged 27
		SP:Iteration 17Q (183004.190000 sec): 3 clusters
  Score: Raw -304073.357855 + Penalty 2568.908824 = -301504.449031
  nChanged 26
		SP:Iteration 18Q (183004.230000 sec): 3 clusters
  Score: Raw -304087.380822 + Penalty 2568.908824 = -301518.471998
  nChanged 18
		SP:Iteration 19Q (183004.280000 sec): 3 clusters
  Score: Raw -304093.742983 + Penalty 2568.908824 = -301524.834159
  nChanged 8
		SP:Iteration 20F (183004.330000 sec): 3 clusters
  Score: Raw -304097.579941 + Penalty 2568.908824 = -301528.671118
  nChanged 12
		SP:Iteration 21Q (183004.380000 sec): 3 clusters
  Score: Raw -304103.111100 + Penalty 2568.908824 = -301534.202277
  nChanged 14
		SP:Iteration 22Q (183004.430000 sec): 3 clusters
  Score: Raw -304109.682720 + Penalty 2568.908824 = -301540.773896
  nChanged 9
		SP:Iteration 23Q (183004.480000 sec): 3 clusters
  Score: Raw -304113.301490 + Penalty 2568.908824 = -301544.392666
  nChanged 1
		SP:Iteration 24Q (183004.530000 sec): 3 clusters
  Score: Raw -304113.508031 + Penalty 2568.908824 = -301544.599208
  nChanged 1
		SP:Iteration 25Q (183004.580000 sec): 3 clusters
  Score: Raw -304114.302539 + Penalty 2568.908824 = -301545.393715
  nChanged 3
		SP:Iteration 26Q (183004.630000 sec): 3 clusters
  Score: Raw -304115.669776 + Penalty 2568.908824 = -301546.760952
  nChanged 4
		SP:Iteration 27Q (183004.680000 sec): 3 clusters
  Score: Raw -304118.647591 + Penalty 2568.908824 = -301549.738768
  nChanged 5
		SP:Iteration 28Q (183004.730000 sec): 3 clusters
  Score: Raw -304121.615568 + Penalty 2568.908824 = -301552.706744
  nChanged 5
		SP:Iteration 29Q (183004.770000 sec): 3 clusters
  Score: Raw -304123.855919 + Penalty 2568.908824 = -301554.947095
  nChanged 1
		SP:Iteration 30Q (183004.820000 sec): 3 clusters
  Score: Raw -304124.065800 + Penalty 2568.908824 = -301555.156976
  nChanged 0
		SP:Iteration 31F (183004.870000 sec): 3 clusters
  Score: Raw -304124.065800 + Penalty 2568.908824 = -301555.156976
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 7 (122 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183004.910000 sec): 2 clusters
  Score: Raw -12580.812007 + Penalty 780.653420 = -11800.158587
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183004.910000 sec): 3 clusters
  Score: Raw -12765.065598 + Penalty 1561.306840 = -11203.758758
  nChanged 12
		SP:Iteration 1F (183004.920000 sec): 3 clusters
  Score: Raw -12826.515773 + Penalty 1561.306840 = -11265.208933
  nChanged 1
		SP:Iteration 2Q (183004.920000 sec): 3 clusters
  Score: Raw -12831.086696 + Penalty 1561.306840 = -11269.779856
  nChanged 0
		SP:Iteration 3F (183004.930000 sec): 3 clusters
  Score: Raw -12831.086696 + Penalty 1561.306840 = -11269.779856
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 8 (300 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183004.960000 sec): 2 clusters
  Score: Raw -31272.591121 + Penalty 926.864652 = -30345.726469
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183004.970000 sec): 3 clusters
  Score: Raw -31330.731548 + Penalty 1853.729304 = -29477.002243
  nChanged 52
		SP:Iteration 1F (183004.970000 sec): 3 clusters
  Score: Raw -31454.311681 + Penalty 1853.729304 = -29600.582377
  nChanged 21
		SP:Iteration 2F (183004.980000 sec): 3 clusters
  Score: Raw -31513.061471 + Penalty 1853.729304 = -29659.332167
  nChanged 8
		SP:Iteration 3Q (183004.990000 sec): 3 clusters
  Score: Raw -31534.491746 + Penalty 1853.729304 = -29680.762442
  nChanged 4
		SP:Iteration 4Q (183004.990000 sec): 3 clusters
  Score: Raw -31544.889653 + Penalty 1853.729304 = -29691.160349
  nChanged 1
		SP:Iteration 5Q (183005.000000 sec): 3 clusters
  Score: Raw -31546.945733 + Penalty 1853.729304 = -29693.216429
  nChanged 0
		SP:Iteration 6F (183005.010000 sec): 3 clusters
  Score: Raw -31546.945733 + Penalty 1853.729304 = -29693.216429
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 9 (8770 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183005.120000 sec): 2 clusters
  Score: Raw -1118083.732243 + Penalty 1475.352464 = -1116608.379779
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183005.290000 sec): 3 clusters
  Score: Raw -1113228.693787 + Penalty 2950.704928 = -1110277.988859
  nChanged 3725
		SP:Iteration 1F (183005.450000 sec): 3 clusters
  Score: Raw -1115228.959170 + Penalty 2950.704928 = -1112278.254242
  nChanged 508
		SP:Iteration 2F (183005.590000 sec): 3 clusters
  Score: Raw -1115423.387581 + Penalty 2950.704928 = -1112472.682654
  nChanged 413
		SP:Iteration 3Q (183005.720000 sec): 3 clusters
  Score: Raw -1115568.507437 + Penalty 2950.704928 = -1112617.802510
  nChanged 327
		SP:Iteration 4Q (183005.860000 sec): 3 clusters
  Score: Raw -1115661.500059 + Penalty 2950.704928 = -1112710.795132
  nChanged 241
		SP:Iteration 5Q (183006.010000 sec): 3 clusters
  Score: Raw -1115725.336244 + Penalty 2950.704928 = -1112774.631317
  nChanged 198
		SP:Iteration 6Q (183006.150000 sec): 3 clusters
  Score: Raw -1115781.754583 + Penalty 2950.704928 = -1112831.049655
  nChanged 185
		SP:Iteration 7Q (183006.290000 sec): 3 clusters
  Score: Raw -1115825.124901 + Penalty 2950.704928 = -1112874.419974
  nChanged 150
		SP:Iteration 8Q (183006.430000 sec): 3 clusters
  Score: Raw -1115860.617665 + Penalty 2950.704928 = -1112909.912737
  nChanged 136
		SP:Iteration 9Q (183006.560000 sec): 3 clusters
  Score: Raw -1115892.318210 + Penalty 2950.704928 = -1112941.613282
  nChanged 128
		SP:Iteration 10Q (183006.710000 sec): 3 clusters
  Score: Raw -1115922.078059 + Penalty 2950.704928 = -1112971.373131
  nChanged 127
		SP:Iteration 11Q (183006.850000 sec): 3 clusters
  Score: Raw -1115950.641529 + Penalty 2950.704928 = -1112999.936601
  nChanged 107
		SP:Iteration 12Q (183006.990000 sec): 3 clusters
  Score: Raw -1115976.166707 + Penalty 2950.704928 = -1113025.461780
  nChanged 121
		SP:Iteration 13Q (183007.130000 sec): 3 clusters
  Score: Raw -1116004.282854 + Penalty 2950.704928 = -1113053.577926
  nChanged 116
		SP:Iteration 14Q (183007.270000 sec): 3 clusters
  Score: Raw -1116027.682937 + Penalty 2950.704928 = -1113076.978009
  nChanged 105
		SP:Iteration 15Q (183007.410000 sec): 3 clusters
  Score: Raw -1116052.301098 + Penalty 2950.704928 = -1113101.596170
  nChanged 105
		SP:Iteration 16Q (183007.560000 sec): 3 clusters
  Score: Raw -1116076.491643 + Penalty 2950.704928 = -1113125.786715
  nChanged 100
		SP:Iteration 17Q (183007.700000 sec): 3 clusters
  Score: Raw -1116100.898614 + Penalty 2950.704928 = -1113150.193686
  nChanged 138
		SP:Iteration 18Q (183007.840000 sec): 3 clusters
  Score: Raw -1116141.775928 + Penalty 2950.704928 = -1113191.071000
  nChanged 162
		SP:Iteration 19Q (183007.980000 sec): 3 clusters
  Score: Raw -1116189.120412 + Penalty 2950.704928 = -1113238.415484
  nChanged 166
		SP:Iteration 20F (183008.110000 sec): 3 clusters
  Score: Raw -1116244.072859 + Penalty 2950.704928 = -1113293.367931
  nChanged 184
		SP:Iteration 21Q (183008.260000 sec): 3 clusters
  Score: Raw -1116315.654916 + Penalty 2950.704928 = -1113364.949989
  nChanged 224
		SP:Iteration 22Q (183008.400000 sec): 3 clusters
  Score: Raw -1116405.523478 + Penalty 2950.704928 = -1113454.818550
  nChanged 237
		SP:Iteration 23Q (183008.540000 sec): 3 clusters
  Score: Raw -1116506.427864 + Penalty 2950.704928 = -1113555.722936
  nChanged 252
		SP:Iteration 24Q (183008.680000 sec): 3 clusters
  Score: Raw -1116629.273038 + Penalty 2950.704928 = -1113678.568110
  nChanged 244
		SP:Iteration 25Q (183008.820000 sec): 3 clusters
  Score: Raw -1116755.803327 + Penalty 2950.704928 = -1113805.098399
  nChanged 250
		SP:Iteration 26Q (183008.950000 sec): 3 clusters
  Score: Raw -1116901.389353 + Penalty 2950.704928 = -1113950.684426
  nChanged 233
		SP:Iteration 27Q (183009.100000 sec): 3 clusters
  Score: Raw -1117018.358392 + Penalty 2950.704928 = -1114067.653464
  nChanged 216
		SP:Iteration 28Q (183009.240000 sec): 3 clusters
  Score: Raw -1117135.082039 + Penalty 2950.704928 = -1114184.377111
  nChanged 203
		SP:Iteration 29Q (183009.380000 sec): 3 clusters
  Score: Raw -1117235.251758 + Penalty 2950.704928 = -1114284.546830
  nChanged 172
		SP:Iteration 30Q (183009.520000 sec): 3 clusters
  Score: Raw -1117315.634010 + Penalty 2950.704928 = -1114364.929082
  nChanged 162
		SP:Iteration 31Q (183009.650000 sec): 3 clusters
  Score: Raw -1117397.442809 + Penalty 2950.704928 = -1114446.737881
  nChanged 140
		SP:Iteration 32Q (183009.780000 sec): 3 clusters
  Score: Raw -1117470.677563 + Penalty 2950.704928 = -1114519.972635
  nChanged 139
		SP:Iteration 33Q (183009.920000 sec): 3 clusters
  Score: Raw -1117547.269926 + Penalty 2950.704928 = -1114596.564998
  nChanged 156
		SP:Iteration 34Q (183010.060000 sec): 3 clusters
  Score: Raw -1117645.868088 + Penalty 2950.704928 = -1114695.163160
  nChanged 141
		SP:Iteration 35Q (183010.200000 sec): 3 clusters
  Score: Raw -1117744.513437 + Penalty 2950.704928 = -1114793.808509
  nChanged 139
		SP:Iteration 36Q (183010.330000 sec): 3 clusters
  Score: Raw -1117831.182083 + Penalty 2950.704928 = -1114880.477155
  nChanged 100
		SP:Iteration 37Q (183010.470000 sec): 3 clusters
  Score: Raw -1117889.434340 + Penalty 2950.704928 = -1114938.729412
  nChanged 94
		SP:Iteration 38Q (183010.600000 sec): 3 clusters
  Score: Raw -1117929.574870 + Penalty 2950.704928 = -1114978.869942
  nChanged 63
		SP:Iteration 39Q (183010.720000 sec): 3 clusters
  Score: Raw -1117952.333138 + Penalty 2950.704928 = -1115001.628210
  nChanged 49
		SP:Iteration 40F (183010.860000 sec): 3 clusters
  Score: Raw -1117966.531234 + Penalty 2950.704928 = -1115015.826306
  nChanged 38
		SP:Iteration 41Q (183011.000000 sec): 3 clusters
  Score: Raw -1117978.400808 + Penalty 2950.704928 = -1115027.695880
  nChanged 32
		SP:Iteration 42Q (183011.140000 sec): 3 clusters
  Score: Raw -1117988.682090 + Penalty 2950.704928 = -1115037.977162
  nChanged 17
		SP:Iteration 43Q (183011.270000 sec): 3 clusters
  Score: Raw -1117993.340565 + Penalty 2950.704928 = -1115042.635638
  nChanged 12
		SP:Iteration 44Q (183011.410000 sec): 3 clusters
  Score: Raw -1117995.682926 + Penalty 2950.704928 = -1115044.977998
  nChanged 14
		SP:Iteration 45Q (183011.550000 sec): 3 clusters
  Score: Raw -1117999.827517 + Penalty 2950.704928 = -1115049.122589
  nChanged 17
		SP:Iteration 46Q (183011.670000 sec): 3 clusters
  Score: Raw -1118004.213773 + Penalty 2950.704928 = -1115053.508845
  nChanged 18
		SP:Iteration 47Q (183011.790000 sec): 3 clusters
  Score: Raw -1118007.634447 + Penalty 2950.704928 = -1115056.929519
  nChanged 11
		SP:Iteration 48Q (183011.930000 sec): 3 clusters
  Score: Raw -1118009.889257 + Penalty 2950.704928 = -1115059.184330
  nChanged 9
		SP:Iteration 49Q (183012.060000 sec): 3 clusters
  Score: Raw -1118012.216368 + Penalty 2950.704928 = -1115061.511440
  nChanged 13
		SP:Iteration 50Q (183012.200000 sec): 3 clusters
  Score: Raw -1118015.405121 + Penalty 2950.704928 = -1115064.700194
  nChanged 10
		SP:Iteration 51Q (183012.330000 sec): 3 clusters
  Score: Raw -1118017.743982 + Penalty 2950.704928 = -1115067.039054
  nChanged 10
		SP:Iteration 52Q (183012.470000 sec): 3 clusters
  Score: Raw -1118019.873681 + Penalty 2950.704928 = -1115069.168754
  nChanged 10
		SP:Iteration 53Q (183012.600000 sec): 3 clusters
  Score: Raw -1118021.674412 + Penalty 2950.704928 = -1115070.969484
  nChanged 5
		SP:Iteration 54Q (183012.730000 sec): 3 clusters
  Score: Raw -1118022.788740 + Penalty 2950.704928 = -1115072.083813
  nChanged 8
		SP:Iteration 55Q (183012.850000 sec): 3 clusters
  Score: Raw -1118023.657819 + Penalty 2950.704928 = -1115072.952891
  nChanged 1
		SP:Iteration 56Q (183012.980000 sec): 3 clusters
  Score: Raw -1118023.865839 + Penalty 2950.704928 = -1115073.160912
  nChanged 0
		SP:Iteration 57F (183013.240000 sec): 3 clusters
  Score: Raw -1118023.865839 + Penalty 2950.704928 = -1115073.160912
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 10 (4622 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183013.320000 sec): 2 clusters
  Score: Raw -518826.507772 + Penalty 1371.269704 = -517455.238069
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183013.420000 sec): 3 clusters
  Score: Raw -516417.595457 + Penalty 2742.539407 = -513675.056050
  nChanged 1931
		SP:Iteration 1F (183013.500000 sec): 3 clusters
  Score: Raw -517409.437586 + Penalty 2742.539407 = -514666.898179
  nChanged 300
		SP:Iteration 2F (183013.580000 sec): 3 clusters
  Score: Raw -517540.092270 + Penalty 2742.539407 = -514797.552863
  nChanged 220
		SP:Iteration 3Q (183013.670000 sec): 3 clusters
  Score: Raw -517634.417841 + Penalty 2742.539407 = -514891.878434
  nChanged 181
		SP:Iteration 4Q (183013.750000 sec): 3 clusters
  Score: Raw -517720.425904 + Penalty 2742.539407 = -514977.886497
  nChanged 160
		SP:Iteration 5Q (183013.840000 sec): 3 clusters
  Score: Raw -517796.397282 + Penalty 2742.539407 = -515053.857875
  nChanged 139
		SP:Iteration 6Q (183013.920000 sec): 3 clusters
  Score: Raw -517860.276677 + Penalty 2742.539407 = -515117.737270
  nChanged 128
		SP:Iteration 7Q (183014.000000 sec): 3 clusters
  Score: Raw -517912.827821 + Penalty 2742.539407 = -515170.288414
  nChanged 119
		SP:Iteration 8Q (183014.080000 sec): 3 clusters
  Score: Raw -517966.414667 + Penalty 2742.539407 = -515223.875260
  nChanged 107
		SP:Iteration 9Q (183014.170000 sec): 3 clusters
  Score: Raw -518011.986871 + Penalty 2742.539407 = -515269.447464
  nChanged 105
		SP:Iteration 10Q (183014.250000 sec): 3 clusters
  Score: Raw -518064.046352 + Penalty 2742.539407 = -515321.506945
  nChanged 118
		SP:Iteration 11Q (183014.330000 sec): 3 clusters
  Score: Raw -518119.371260 + Penalty 2742.539407 = -515376.831853
  nChanged 103
		SP:Iteration 12Q (183014.420000 sec): 3 clusters
  Score: Raw -518163.612481 + Penalty 2742.539407 = -515421.073074
  nChanged 99
		SP:Iteration 13Q (183014.500000 sec): 3 clusters
  Score: Raw -518213.876527 + Penalty 2742.539407 = -515471.337120
  nChanged 97
		SP:Iteration 14Q (183014.580000 sec): 3 clusters
  Score: Raw -518266.221507 + Penalty 2742.539407 = -515523.682100
  nChanged 91
		SP:Iteration 15Q (183014.660000 sec): 3 clusters
  Score: Raw -518304.827535 + Penalty 2742.539407 = -515562.288128
  nChanged 84
		SP:Iteration 16Q (183014.750000 sec): 3 clusters
  Score: Raw -518333.051219 + Penalty 2742.539407 = -515590.511812
  nChanged 78
		SP:Iteration 17Q (183014.830000 sec): 3 clusters
  Score: Raw -518362.285607 + Penalty 2742.539407 = -515619.746200
  nChanged 74
		SP:Iteration 18Q (183014.910000 sec): 3 clusters
  Score: Raw -518391.257175 + Penalty 2742.539407 = -515648.717768
  nChanged 60
		SP:Iteration 19Q (183015.000000 sec): 3 clusters
  Score: Raw -518414.081611 + Penalty 2742.539407 = -515671.542204
  nChanged 63
		SP:Iteration 20F (183015.080000 sec): 3 clusters
  Score: Raw -518436.307387 + Penalty 2742.539407 = -515693.767980
  nChanged 65
		SP:Iteration 21Q (183015.160000 sec): 3 clusters
  Score: Raw -518462.240243 + Penalty 2742.539407 = -515719.700836
  nChanged 47
		SP:Iteration 22Q (183015.240000 sec): 3 clusters
  Score: Raw -518476.844779 + Penalty 2742.539407 = -515734.305372
  nChanged 51
		SP:Iteration 23Q (183015.320000 sec): 3 clusters
  Score: Raw -518489.826778 + Penalty 2742.539407 = -515747.287371
  nChanged 39
		SP:Iteration 24Q (183015.410000 sec): 3 clusters
  Score: Raw -518502.389349 + Penalty 2742.539407 = -515759.849942
  nChanged 47
		SP:Iteration 25Q (183015.490000 sec): 3 clusters
  Score: Raw -518521.464975 + Penalty 2742.539407 = -515778.925568
  nChanged 57
		SP:Iteration 26Q (183015.570000 sec): 3 clusters
  Score: Raw -518543.407512 + Penalty 2742.539407 = -515800.868105
  nChanged 47
		SP:Iteration 27Q (183015.650000 sec): 3 clusters
  Score: Raw -518559.284009 + Penalty 2742.539407 = -515816.744602
  nChanged 50
		SP:Iteration 28Q (183015.730000 sec): 3 clusters
  Score: Raw -518576.630705 + Penalty 2742.539407 = -515834.091298
  nChanged 47
		SP:Iteration 29Q (183015.820000 sec): 3 clusters
  Score: Raw -518592.802607 + Penalty 2742.539407 = -515850.263200
  nChanged 42
		SP:Iteration 30Q (183015.900000 sec): 3 clusters
  Score: Raw -518605.988284 + Penalty 2742.539407 = -515863.448876
  nChanged 39
		SP:Iteration 31Q (183015.980000 sec): 3 clusters
  Score: Raw -518619.203822 + Penalty 2742.539407 = -515876.664415
  nChanged 46
		SP:Iteration 32Q (183016.060000 sec): 3 clusters
  Score: Raw -518636.035630 + Penalty 2742.539407 = -515893.496223
  nChanged 54
		SP:Iteration 33Q (183016.140000 sec): 3 clusters
  Score: Raw -518654.422677 + Penalty 2742.539407 = -515911.883270
  nChanged 52
		SP:Iteration 34Q (183016.220000 sec): 3 clusters
  Score: Raw -518674.222148 + Penalty 2742.539407 = -515931.682741
  nChanged 61
		SP:Iteration 35Q (183016.300000 sec): 3 clusters
  Score: Raw -518697.135953 + Penalty 2742.539407 = -515954.596546
  nChanged 52
		SP:Iteration 36Q (183016.390000 sec): 3 clusters
  Score: Raw -518718.376012 + Penalty 2742.539407 = -515975.836605
  nChanged 59
		SP:Iteration 37Q (183016.470000 sec): 3 clusters
  Score: Raw -518743.918265 + Penalty 2742.539407 = -516001.378858
  nChanged 63
		SP:Iteration 38Q (183016.540000 sec): 3 clusters
  Score: Raw -518777.833929 + Penalty 2742.539407 = -516035.294522
  nChanged 57
		SP:Iteration 39Q (183016.620000 sec): 3 clusters
  Score: Raw -518806.032136 + Penalty 2742.539407 = -516063.492729
  nChanged 52
		SP:Iteration 40F (183016.710000 sec): 3 clusters
  Score: Raw -518829.665231 + Penalty 2742.539407 = -516087.125824
  nChanged 51
		SP:Iteration 41Q (183016.790000 sec): 3 clusters
  Score: Raw -518852.370024 + Penalty 2742.539407 = -516109.830617
  nChanged 49
		SP:Iteration 42Q (183016.870000 sec): 3 clusters
  Score: Raw -518871.099704 + Penalty 2742.539407 = -516128.560297
  nChanged 52
		SP:Iteration 43Q (183016.950000 sec): 3 clusters
  Score: Raw -518892.114559 + Penalty 2742.539407 = -516149.575152
  nChanged 54
		SP:Iteration 44Q (183017.030000 sec): 3 clusters
  Score: Raw -518913.118374 + Penalty 2742.539407 = -516170.578967
  nChanged 46
		SP:Iteration 45Q (183017.110000 sec): 3 clusters
  Score: Raw -518930.449775 + Penalty 2742.539407 = -516187.910368
  nChanged 38
		SP:Iteration 46Q (183017.190000 sec): 3 clusters
  Score: Raw -518945.827278 + Penalty 2742.539407 = -516203.287871
  nChanged 34
		SP:Iteration 47Q (183017.270000 sec): 3 clusters
  Score: Raw -518960.012074 + Penalty 2742.539407 = -516217.472667
  nChanged 26
		SP:Iteration 48Q (183017.350000 sec): 3 clusters
  Score: Raw -518969.391394 + Penalty 2742.539407 = -516226.851987
  nChanged 28
		SP:Iteration 49Q (183017.430000 sec): 3 clusters
  Score: Raw -518980.183037 + Penalty 2742.539407 = -516237.643630
  nChanged 27
		SP:Iteration 50Q (183017.510000 sec): 3 clusters
  Score: Raw -518991.982662 + Penalty 2742.539407 = -516249.443255
  nChanged 25
		SP:Iteration 51Q (183017.590000 sec): 3 clusters
  Score: Raw -519003.837785 + Penalty 2742.539407 = -516261.298378
  nChanged 24
		SP:Iteration 52Q (183017.670000 sec): 3 clusters
  Score: Raw -519013.612447 + Penalty 2742.539407 = -516271.073040
  nChanged 22
		SP:Iteration 53Q (183017.750000 sec): 3 clusters
  Score: Raw -519022.168113 + Penalty 2742.539407 = -516279.628706
  nChanged 21
		SP:Iteration 54Q (183017.830000 sec): 3 clusters
  Score: Raw -519034.257507 + Penalty 2742.539407 = -516291.718100
  nChanged 21
		SP:Iteration 55Q (183017.910000 sec): 3 clusters
  Score: Raw -519041.940670 + Penalty 2742.539407 = -516299.401263
  nChanged 17
		SP:Iteration 56Q (183017.990000 sec): 3 clusters
  Score: Raw -519049.568200 + Penalty 2742.539407 = -516307.028793
  nChanged 18
		SP:Iteration 57Q (183018.070000 sec): 3 clusters
  Score: Raw -519058.587139 + Penalty 2742.539407 = -516316.047732
  nChanged 12
		SP:Iteration 58Q (183018.140000 sec): 3 clusters
  Score: Raw -519064.864590 + Penalty 2742.539407 = -516322.325183
  nChanged 11
		SP:Iteration 59Q (183018.220000 sec): 3 clusters
  Score: Raw -519070.976481 + Penalty 2742.539407 = -516328.437074
  nChanged 8
		SP:Iteration 60F (183018.310000 sec): 3 clusters
  Score: Raw -519075.364538 + Penalty 2742.539407 = -516332.825131
  nChanged 9
		SP:Iteration 61Q (183018.390000 sec): 3 clusters
  Score: Raw -519079.896774 + Penalty 2742.539407 = -516337.357367
  nChanged 7
		SP:Iteration 62Q (183018.460000 sec): 3 clusters
  Score: Raw -519083.706043 + Penalty 2742.539407 = -516341.166636
  nChanged 7
		SP:Iteration 63Q (183018.540000 sec): 3 clusters
  Score: Raw -519088.527151 + Penalty 2742.539407 = -516345.987744
  nChanged 6
		SP:Iteration 64Q (183018.620000 sec): 3 clusters
  Score: Raw -519092.796168 + Penalty 2742.539407 = -516350.256761
  nChanged 7
		SP:Iteration 65Q (183018.700000 sec): 3 clusters
  Score: Raw -519095.943329 + Penalty 2742.539407 = -516353.403922
  nChanged 10
		SP:Iteration 66Q (183018.780000 sec): 3 clusters
  Score: Raw -519103.228289 + Penalty 2742.539407 = -516360.688882
  nChanged 9
		SP:Iteration 67Q (183018.860000 sec): 3 clusters
  Score: Raw -519107.054216 + Penalty 2742.539407 = -516364.514809
  nChanged 6
		SP:Iteration 68Q (183018.940000 sec): 3 clusters
  Score: Raw -519110.001617 + Penalty 2742.539407 = -516367.462210
  nChanged 4
		SP:Iteration 69Q (183019.020000 sec): 3 clusters
  Score: Raw -519112.202143 + Penalty 2742.539407 = -516369.662736
  nChanged 4
		SP:Iteration 70Q (183019.100000 sec): 3 clusters
  Score: Raw -519113.924157 + Penalty 2742.539407 = -516371.384750
  nChanged 0
		SP:Iteration 71F (183019.180000 sec): 3 clusters
  Score: Raw -519113.924157 + Penalty 2742.539407 = -516371.384750
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 11 (155735 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183020.260000 sec): 2 clusters
  Score: Raw -18346660.617235 + Penalty 1942.835558 = -18344717.781677
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183021.700000 sec): 3 clusters
  Score: Raw -18244196.400782 + Penalty 3885.671115 = -18240310.729666
  nChanged 74880
		SP:Iteration 1F (183023.090000 sec): 3 clusters
  Score: Raw -18287890.098579 + Penalty 3885.671115 = -18284004.427463
  nChanged 4676
		SP:Iteration 2Q (183024.540000 sec): 3 clusters
  Score: Raw -18289068.676249 + Penalty 3885.671115 = -18285183.005134
  nChanged 5467
		SP:Iteration 3Q (183025.950000 sec): 3 clusters
  Score: Raw -18290899.946661 + Penalty 3885.671115 = -18287014.275546
  nChanged 6730
		SP:Iteration 4Q (183027.390000 sec): 3 clusters
  Score: Raw -18293864.093643 + Penalty 3885.671115 = -18289978.422528
  nChanged 8679
		SP:Iteration 5F (183028.840000 sec): 3 clusters
  Score: Raw -18298813.937590 + Penalty 3885.671115 = -18294928.266475
  nChanged 10971
		SP:Iteration 6F (183030.240000 sec): 3 clusters
  Score: Raw -18306608.993365 + Penalty 3885.671115 = -18302723.322250
  nChanged 12695
		SP:Iteration 7F (183031.690000 sec): 3 clusters
  Score: Raw -18317225.801395 + Penalty 3885.671115 = -18313340.130279
  nChanged 12244
		SP:Iteration 8F (183033.090000 sec): 3 clusters
  Score: Raw -18328355.007610 + Penalty 3885.671115 = -18324469.336494
  nChanged 9538
		SP:Iteration 9F (183034.530000 sec): 3 clusters
  Score: Raw -18337309.125583 + Penalty 3885.671115 = -18333423.454468
  nChanged 5746
		SP:Iteration 10Q (183035.830000 sec): 3 clusters
  Score: Raw -18342544.888451 + Penalty 3885.671115 = -18338659.217336
  nChanged 2902
		SP:Iteration 11Q (183037.130000 sec): 3 clusters
  Score: Raw -18345093.753247 + Penalty 3885.671115 = -18341208.082131
  nChanged 1301
		SP:Iteration 12Q (183038.440000 sec): 3 clusters
  Score: Raw -18346197.147803 + Penalty 3885.671115 = -18342311.476688
  nChanged 487
		SP:Iteration 13Q (183039.720000 sec): 3 clusters
  Score: Raw -18346616.662859 + Penalty 3885.671115 = -18342730.991743
  nChanged 169
		SP:Iteration 14Q (183040.970000 sec): 3 clusters
  Score: Raw -18346771.659410 + Penalty 3885.671115 = -18342885.988295
  nChanged 82
		SP:Iteration 15Q (183042.270000 sec): 3 clusters
  Score: Raw -18346833.983718 + Penalty 3885.671115 = -18342948.312603
  nChanged 38
		SP:Iteration 16Q (183043.550000 sec): 3 clusters
  Score: Raw -18346861.014002 + Penalty 3885.671115 = -18342975.342887
  nChanged 20
		SP:Iteration 17Q (183044.800000 sec): 3 clusters
  Score: Raw -18346873.818027 + Penalty 3885.671115 = -18342988.146912
  nChanged 13
		SP:Iteration 18Q (183046.100000 sec): 3 clusters
  Score: Raw -18346885.969866 + Penalty 3885.671115 = -18343000.298751
  nChanged 14
		SP:Iteration 19Q (183047.380000 sec): 3 clusters
  Score: Raw -18346903.426344 + Penalty 3885.671115 = -18343017.755229
  nChanged 10
		SP:Iteration 20F (183048.770000 sec): 3 clusters
  Score: Raw -18346913.890246 + Penalty 3885.671115 = -18343028.219130
  nChanged 10
		SP:Iteration 21Q (183050.060000 sec): 3 clusters
  Score: Raw -18346921.360433 + Penalty 3885.671115 = -18343035.689318
  nChanged 5
		SP:Iteration 22Q (183051.330000 sec): 3 clusters
  Score: Raw -18346925.338308 + Penalty 3885.671115 = -18343039.667192
  nChanged 4
		SP:Iteration 23Q (183052.580000 sec): 3 clusters
  Score: Raw -18346932.019854 + Penalty 3885.671115 = -18343046.348738
  nChanged 5
		SP:Iteration 24Q (183053.870000 sec): 3 clusters
  Score: Raw -18346935.926527 + Penalty 3885.671115 = -18343050.255412
  nChanged 1
		SP:Iteration 25Q (183055.140000 sec): 3 clusters
  Score: Raw -18346936.712945 + Penalty 3885.671115 = -18343051.041830
  nChanged 1
		SP:Iteration 26Q (183056.380000 sec): 3 clusters
  Score: Raw -18346937.744115 + Penalty 3885.671115 = -18343052.073000
  nChanged 1
		SP:Iteration 27Q (183057.640000 sec): 3 clusters
  Score: Raw -18346938.321194 + Penalty 3885.671115 = -18343052.650078
  nChanged 2
		SP:Iteration 28Q (183058.930000 sec): 3 clusters
  Score: Raw -18346939.652581 + Penalty 3885.671115 = -18343053.981466
  nChanged 2
		SP:Iteration 29Q (183060.200000 sec): 3 clusters
  Score: Raw -18346941.099471 + Penalty 3885.671115 = -18343055.428356
  nChanged 2
		SP:Iteration 30Q (183061.440000 sec): 3 clusters
  Score: Raw -18346943.756200 + Penalty 3885.671115 = -18343058.085085
  nChanged 2
		SP:Iteration 31Q (183062.690000 sec): 3 clusters
  Score: Raw -18346945.537454 + Penalty 3885.671115 = -18343059.866338
  nChanged 0
		SP:Iteration 32F (183064.100000 sec): 3 clusters
  Score: Raw -18346945.537454 + Penalty 3885.671115 = -18343059.866338
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 12 (7643 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183064.190000 sec): 2 clusters
  Score: Raw -866565.039343 + Penalty 1453.001140 = -865112.038203
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183064.340000 sec): 3 clusters
  Score: Raw -862358.211168 + Penalty 2906.002279 = -859452.208888
  nChanged 3247
		SP:Iteration 1F (183064.460000 sec): 3 clusters
  Score: Raw -864240.874315 + Penalty 2906.002279 = -861334.872036
  nChanged 587
		SP:Iteration 2F (183064.580000 sec): 3 clusters
  Score: Raw -864575.518425 + Penalty 2906.002279 = -861669.516146
  nChanged 489
		SP:Iteration 3F (183064.700000 sec): 3 clusters
  Score: Raw -864854.139480 + Penalty 2906.002279 = -861948.137201
  nChanged 400
		SP:Iteration 4F (183064.820000 sec): 3 clusters
  Score: Raw -865086.553274 + Penalty 2906.002279 = -862180.550995
  nChanged 351
		SP:Iteration 5Q (183064.940000 sec): 3 clusters
  Score: Raw -865295.189202 + Penalty 2906.002279 = -862389.186923
  nChanged 323
		SP:Iteration 6Q (183065.060000 sec): 3 clusters
  Score: Raw -865476.054747 + Penalty 2906.002279 = -862570.052468
  nChanged 294
		SP:Iteration 7Q (183065.180000 sec): 3 clusters
  Score: Raw -865653.433138 + Penalty 2906.002279 = -862747.430859
  nChanged 298
		SP:Iteration 8Q (183065.300000 sec): 3 clusters
  Score: Raw -865846.311991 + Penalty 2906.002279 = -862940.309712
  nChanged 274
		SP:Iteration 9Q (183065.520000 sec): 3 clusters
  Score: Raw -866038.366048 + Penalty 2906.002279 = -863132.363769
  nChanged 266
		SP:Iteration 10Q (183065.630000 sec): 3 clusters
  Score: Raw -866203.379507 + Penalty 2906.002279 = -863297.377228
  nChanged 233
		SP:Iteration 11Q (183065.750000 sec): 3 clusters
  Score: Raw -866320.515088 + Penalty 2906.002279 = -863414.512809
  nChanged 187
		SP:Iteration 12Q (183065.860000 sec): 3 clusters
  Score: Raw -866425.617004 + Penalty 2906.002279 = -863519.614724
  nChanged 178
		SP:Iteration 13Q (183065.970000 sec): 3 clusters
  Score: Raw -866534.222358 + Penalty 2906.002279 = -863628.220078
  nChanged 159
		SP:Iteration 14Q (183066.080000 sec): 3 clusters
  Score: Raw -866618.607010 + Penalty 2906.002279 = -863712.604731
  nChanged 125
		SP:Iteration 15Q (183066.190000 sec): 3 clusters
  Score: Raw -866684.929152 + Penalty 2906.002279 = -863778.926873
  nChanged 118
		SP:Iteration 16Q (183066.300000 sec): 3 clusters
  Score: Raw -866744.084039 + Penalty 2906.002279 = -863838.081759
  nChanged 119
		SP:Iteration 17Q (183066.410000 sec): 3 clusters
  Score: Raw -866807.928447 + Penalty 2906.002279 = -863901.926168
  nChanged 100
		SP:Iteration 18Q (183066.530000 sec): 3 clusters
  Score: Raw -866857.976720 + Penalty 2906.002279 = -863951.974441
  nChanged 88
		SP:Iteration 19Q (183066.650000 sec): 3 clusters
  Score: Raw -866908.841352 + Penalty 2906.002279 = -864002.839072
  nChanged 83
		SP:Iteration 20F (183066.770000 sec): 3 clusters
  Score: Raw -866955.586735 + Penalty 2906.002279 = -864049.584455
  nChanged 75
		SP:Iteration 21Q (183066.900000 sec): 3 clusters
  Score: Raw -866992.785369 + Penalty 2906.002279 = -864086.783089
  nChanged 73
		SP:Iteration 22Q (183067.020000 sec): 3 clusters
  Score: Raw -867027.156412 + Penalty 2906.002279 = -864121.154133
  nChanged 70
		SP:Iteration 23Q (183067.140000 sec): 3 clusters
  Score: Raw -867050.782678 + Penalty 2906.002279 = -864144.780399
  nChanged 46
		SP:Iteration 24Q (183067.260000 sec): 3 clusters
  Score: Raw -867067.675749 + Penalty 2906.002279 = -864161.673470
  nChanged 44
		SP:Iteration 25Q (183067.380000 sec): 3 clusters
  Score: Raw -867080.104808 + Penalty 2906.002279 = -864174.102529
  nChanged 42
		SP:Iteration 26Q (183067.500000 sec): 3 clusters
  Score: Raw -867091.077092 + Penalty 2906.002279 = -864185.074812
  nChanged 24
		SP:Iteration 27Q (183067.620000 sec): 3 clusters
  Score: Raw -867096.697053 + Penalty 2906.002279 = -864190.694773
  nChanged 20
		SP:Iteration 28Q (183067.730000 sec): 3 clusters
  Score: Raw -867100.337887 + Penalty 2906.002279 = -864194.335608
  nChanged 19
		SP:Iteration 29Q (183067.850000 sec): 3 clusters
  Score: Raw -867104.454305 + Penalty 2906.002279 = -864198.452025
  nChanged 27
		SP:Iteration 30Q (183067.970000 sec): 3 clusters
  Score: Raw -867112.681809 + Penalty 2906.002279 = -864206.679530
  nChanged 26
		SP:Iteration 31Q (183068.090000 sec): 3 clusters
  Score: Raw -867120.097725 + Penalty 2906.002279 = -864214.095445
  nChanged 28
		SP:Iteration 32Q (183068.210000 sec): 3 clusters
  Score: Raw -867127.897339 + Penalty 2906.002279 = -864221.895060
  nChanged 33
		SP:Iteration 33Q (183068.330000 sec): 3 clusters
  Score: Raw -867136.325362 + Penalty 2906.002279 = -864230.323083
  nChanged 29
		SP:Iteration 34Q (183068.450000 sec): 3 clusters
  Score: Raw -867142.757390 + Penalty 2906.002279 = -864236.755110
  nChanged 24
		SP:Iteration 35Q (183068.570000 sec): 3 clusters
  Score: Raw -867148.089644 + Penalty 2906.002279 = -864242.087365
  nChanged 26
		SP:Iteration 36Q (183068.690000 sec): 3 clusters
  Score: Raw -867154.527975 + Penalty 2906.002279 = -864248.525695
  nChanged 20
		SP:Iteration 37Q (183068.810000 sec): 3 clusters
  Score: Raw -867159.175507 + Penalty 2906.002279 = -864253.173227
  nChanged 20
		SP:Iteration 38Q (183068.930000 sec): 3 clusters
  Score: Raw -867164.876428 + Penalty 2906.002279 = -864258.874149
  nChanged 18
		SP:Iteration 39Q (183069.050000 sec): 3 clusters
  Score: Raw -867168.509378 + Penalty 2906.002279 = -864262.507099
  nChanged 18
		SP:Iteration 40F (183069.170000 sec): 3 clusters
  Score: Raw -867172.295476 + Penalty 2906.002279 = -864266.293196
  nChanged 16
		SP:Iteration 41Q (183069.290000 sec): 3 clusters
  Score: Raw -867174.655158 + Penalty 2906.002279 = -864268.652878
  nChanged 13
		SP:Iteration 42Q (183069.410000 sec): 3 clusters
  Score: Raw -867177.120027 + Penalty 2906.002279 = -864271.117747
  nChanged 15
		SP:Iteration 43Q (183069.520000 sec): 3 clusters
  Score: Raw -867180.445569 + Penalty 2906.002279 = -864274.443289
  nChanged 20
		SP:Iteration 44Q (183069.640000 sec): 3 clusters
  Score: Raw -867186.112450 + Penalty 2906.002279 = -864280.110170
  nChanged 20
		SP:Iteration 45Q (183069.760000 sec): 3 clusters
  Score: Raw -867191.230228 + Penalty 2906.002279 = -864285.227949
  nChanged 18
		SP:Iteration 46Q (183069.870000 sec): 3 clusters
  Score: Raw -867195.279821 + Penalty 2906.002279 = -864289.277541
  nChanged 21
		SP:Iteration 47Q (183069.990000 sec): 3 clusters
  Score: Raw -867200.328397 + Penalty 2906.002279 = -864294.326117
  nChanged 32
		SP:Iteration 48Q (183070.110000 sec): 3 clusters
  Score: Raw -867207.124049 + Penalty 2906.002279 = -864301.121769
  nChanged 18
		SP:Iteration 49Q (183070.230000 sec): 3 clusters
  Score: Raw -867212.136530 + Penalty 2906.002279 = -864306.134250
  nChanged 17
		SP:Iteration 50Q (183070.350000 sec): 3 clusters
  Score: Raw -867216.865898 + Penalty 2906.002279 = -864310.863619
  nChanged 21
		SP:Iteration 51Q (183070.470000 sec): 3 clusters
  Score: Raw -867223.063870 + Penalty 2906.002279 = -864317.061590
  nChanged 23
		SP:Iteration 52Q (183070.590000 sec): 3 clusters
  Score: Raw -867228.330834 + Penalty 2906.002279 = -864322.328555
  nChanged 26
		SP:Iteration 53Q (183070.710000 sec): 3 clusters
  Score: Raw -867235.471726 + Penalty 2906.002279 = -864329.469446
  nChanged 26
		SP:Iteration 54Q (183070.830000 sec): 3 clusters
  Score: Raw -867244.390154 + Penalty 2906.002279 = -864338.387874
  nChanged 33
		SP:Iteration 55Q (183070.950000 sec): 3 clusters
  Score: Raw -867253.198782 + Penalty 2906.002279 = -864347.196503
  nChanged 36
		SP:Iteration 56Q (183071.070000 sec): 3 clusters
  Score: Raw -867262.013659 + Penalty 2906.002279 = -864356.011380
  nChanged 36
		SP:Iteration 57Q (183071.190000 sec): 3 clusters
  Score: Raw -867271.517198 + Penalty 2906.002279 = -864365.514919
  nChanged 25
		SP:Iteration 58Q (183071.300000 sec): 3 clusters
  Score: Raw -867278.643622 + Penalty 2906.002279 = -864372.641343
  nChanged 34
		SP:Iteration 59Q (183071.420000 sec): 3 clusters
  Score: Raw -867290.148803 + Penalty 2906.002279 = -864384.146524
  nChanged 34
		SP:Iteration 60F (183071.550000 sec): 3 clusters
  Score: Raw -867300.730082 + Penalty 2906.002279 = -864394.727803
  nChanged 24
		SP:Iteration 61Q (183071.710000 sec): 3 clusters
  Score: Raw -867307.964980 + Penalty 2906.002279 = -864401.962701
  nChanged 21
		SP:Iteration 62Q (183071.830000 sec): 3 clusters
  Score: Raw -867313.472787 + Penalty 2906.002279 = -864407.470507
  nChanged 18
		SP:Iteration 63Q (183071.950000 sec): 3 clusters
  Score: Raw -867318.956804 + Penalty 2906.002279 = -864412.954525
  nChanged 22
		SP:Iteration 64Q (183072.070000 sec): 3 clusters
  Score: Raw -867327.515324 + Penalty 2906.002279 = -864421.513045
  nChanged 39
		SP:Iteration 65Q (183072.180000 sec): 3 clusters
  Score: Raw -867342.035922 + Penalty 2906.002279 = -864436.033642
  nChanged 35
		SP:Iteration 66Q (183072.290000 sec): 3 clusters
  Score: Raw -867354.828918 + Penalty 2906.002279 = -864448.826638
  nChanged 50
		SP:Iteration 67Q (183072.410000 sec): 3 clusters
  Score: Raw -867371.486841 + Penalty 2906.002279 = -864465.484561
  nChanged 43
		SP:Iteration 68Q (183072.530000 sec): 3 clusters
  Score: Raw -867383.057445 + Penalty 2906.002279 = -864477.055165
  nChanged 34
		SP:Iteration 69Q (183072.650000 sec): 3 clusters
  Score: Raw -867393.138842 + Penalty 2906.002279 = -864487.136562
  nChanged 33
		SP:Iteration 70Q (183072.770000 sec): 3 clusters
  Score: Raw -867402.760439 + Penalty 2906.002279 = -864496.758159
  nChanged 35
		SP:Iteration 71Q (183072.880000 sec): 3 clusters
  Score: Raw -867410.460530 + Penalty 2906.002279 = -864504.458250
  nChanged 32
		SP:Iteration 72Q (183073.000000 sec): 3 clusters
  Score: Raw -867418.803717 + Penalty 2906.002279 = -864512.801438
  nChanged 28
		SP:Iteration 73Q (183073.120000 sec): 3 clusters
  Score: Raw -867425.773614 + Penalty 2906.002279 = -864519.771335
  nChanged 25
		SP:Iteration 74Q (183073.240000 sec): 3 clusters
  Score: Raw -867432.765985 + Penalty 2906.002279 = -864526.763705
  nChanged 22
		SP:Iteration 75Q (183073.360000 sec): 3 clusters
  Score: Raw -867441.713163 + Penalty 2906.002279 = -864535.710884
  nChanged 34
		SP:Iteration 76Q (183073.480000 sec): 3 clusters
  Score: Raw -867455.607512 + Penalty 2906.002279 = -864549.605233
  nChanged 41
		SP:Iteration 77Q (183073.590000 sec): 3 clusters
  Score: Raw -867471.150384 + Penalty 2906.002279 = -864565.148104
  nChanged 44
		SP:Iteration 78Q (183073.720000 sec): 3 clusters
  Score: Raw -867487.344502 + Penalty 2906.002279 = -864581.342222
  nChanged 42
		SP:Iteration 79Q (183073.830000 sec): 3 clusters
  Score: Raw -867504.911184 + Penalty 2906.002279 = -864598.908905
  nChanged 54
		SP:Iteration 80F (183073.960000 sec): 3 clusters
  Score: Raw -867542.947542 + Penalty 2906.002279 = -864636.945263
  nChanged 82
		SP:Iteration 81Q (183074.080000 sec): 3 clusters
  Score: Raw -867622.520356 + Penalty 2906.002279 = -864716.518077
  nChanged 94
		SP:Iteration 82Q (183074.200000 sec): 3 clusters
  Score: Raw -867695.133558 + Penalty 2906.002279 = -864789.131279
  nChanged 83
		SP:Iteration 83Q (183074.320000 sec): 3 clusters
  Score: Raw -867737.961055 + Penalty 2906.002279 = -864831.958775
  nChanged 68
		SP:Iteration 84Q (183074.440000 sec): 3 clusters
  Score: Raw -867763.060716 + Penalty 2906.002279 = -864857.058436
  nChanged 44
		SP:Iteration 85Q (183074.550000 sec): 3 clusters
  Score: Raw -867774.265972 + Penalty 2906.002279 = -864868.263692
  nChanged 33
		SP:Iteration 86Q (183074.670000 sec): 3 clusters
  Score: Raw -867782.366253 + Penalty 2906.002279 = -864876.363974
  nChanged 22
		SP:Iteration 87Q (183074.790000 sec): 3 clusters
  Score: Raw -867788.165402 + Penalty 2906.002279 = -864882.163122
  nChanged 16
		SP:Iteration 88Q (183074.910000 sec): 3 clusters
  Score: Raw -867791.357844 + Penalty 2906.002279 = -864885.355565
  nChanged 10
		SP:Iteration 89Q (183075.030000 sec): 3 clusters
  Score: Raw -867793.443869 + Penalty 2906.002279 = -864887.441590
  nChanged 10
		SP:Iteration 90Q (183075.140000 sec): 3 clusters
  Score: Raw -867794.953461 + Penalty 2906.002279 = -864888.951182
  nChanged 6
		SP:Iteration 91Q (183075.260000 sec): 3 clusters
  Score: Raw -867795.830012 + Penalty 2906.002279 = -864889.827732
  nChanged 7
		SP:Iteration 92Q (183075.380000 sec): 3 clusters
  Score: Raw -867797.002071 + Penalty 2906.002279 = -864890.999791
  nChanged 4
		SP:Iteration 93Q (183075.500000 sec): 3 clusters
  Score: Raw -867797.501873 + Penalty 2906.002279 = -864891.499593
  nChanged 4
		SP:Iteration 94Q (183075.620000 sec): 3 clusters
  Score: Raw -867798.379899 + Penalty 2906.002279 = -864892.377620
  nChanged 4
		SP:Iteration 95Q (183075.740000 sec): 3 clusters
  Score: Raw -867798.970533 + Penalty 2906.002279 = -864892.968254
  nChanged 2
		SP:Iteration 96Q (183075.860000 sec): 3 clusters
  Score: Raw -867799.526292 + Penalty 2906.002279 = -864893.524013
  nChanged 1
		SP:Iteration 97Q (183075.970000 sec): 3 clusters
  Score: Raw -867799.849360 + Penalty 2906.002279 = -864893.847080
  nChanged 2
		SP:Iteration 98Q (183076.090000 sec): 3 clusters
  Score: Raw -867800.004171 + Penalty 2906.002279 = -864894.001892
  nChanged 0
		SP:Iteration 99F (183076.220000 sec): 3 clusters
  Score: Raw -867800.004171 + Penalty 2906.002279 = -864894.001892
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 13 (119177 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183077.040000 sec): 2 clusters
  Score: Raw -14850073.116679 + Penalty 1899.359323 = -14848173.757357
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183078.070000 sec): 3 clusters
  Score: Raw -14772291.407061 + Penalty 3798.718645 = -14768492.688416
  nChanged 57352
		SP:Iteration 1F (183079.070000 sec): 3 clusters
  Score: Raw -14806778.839382 + Penalty 3798.718645 = -14802980.120737
  nChanged 5743
		SP:Iteration 2Q (183080.070000 sec): 3 clusters
  Score: Raw -14809180.146349 + Penalty 3798.718645 = -14805381.427703
  nChanged 7495
		SP:Iteration 3F (183081.040000 sec): 3 clusters
  Score: Raw -14813319.221334 + Penalty 3798.718645 = -14809520.502689
  nChanged 9012
		SP:Iteration 4F (183082.010000 sec): 3 clusters
  Score: Raw -14819442.862174 + Penalty 3798.718645 = -14815644.143529
  nChanged 9717
		SP:Iteration 5F (183082.970000 sec): 3 clusters
  Score: Raw -14827212.856136 + Penalty 3798.718645 = -14823414.137490
  nChanged 9093
		SP:Iteration 6F (183083.950000 sec): 3 clusters
  Score: Raw -14835311.294359 + Penalty 3798.718645 = -14831512.575714
  nChanged 7300
		SP:Iteration 7F (183084.930000 sec): 3 clusters
  Score: Raw -14842228.598162 + Penalty 3798.718645 = -14838429.879517
  nChanged 4720
		SP:Iteration 8Q (183085.930000 sec): 3 clusters
  Score: Raw -14846818.237483 + Penalty 3798.718645 = -14843019.518838
  nChanged 2335
		SP:Iteration 9Q (183086.910000 sec): 3 clusters
  Score: Raw -14849038.846836 + Penalty 3798.718645 = -14845240.128191
  nChanged 831
		SP:Iteration 10Q (183087.780000 sec): 3 clusters
  Score: Raw -14849827.446190 + Penalty 3798.718645 = -14846028.727544
  nChanged 241
		SP:Iteration 11Q (183088.650000 sec): 3 clusters
  Score: Raw -14850070.724257 + Penalty 3798.718645 = -14846272.005612
  nChanged 89
		SP:Iteration 12Q (183089.550000 sec): 3 clusters
  Score: Raw -14850178.560620 + Penalty 3798.718645 = -14846379.841974
  nChanged 41
		SP:Iteration 13Q (183090.440000 sec): 3 clusters
  Score: Raw -14850226.247680 + Penalty 3798.718645 = -14846427.529035
  nChanged 13
		SP:Iteration 14Q (183091.280000 sec): 3 clusters
  Score: Raw -14850246.658724 + Penalty 3798.718645 = -14846447.940079
  nChanged 12
		SP:Iteration 15Q (183092.160000 sec): 3 clusters
  Score: Raw -14850266.671928 + Penalty 3798.718645 = -14846467.953283
  nChanged 9
		SP:Iteration 16Q (183093.010000 sec): 3 clusters
  Score: Raw -14850281.351701 + Penalty 3798.718645 = -14846482.633056
  nChanged 4
		SP:Iteration 17Q (183093.850000 sec): 3 clusters
  Score: Raw -14850288.438852 + Penalty 3798.718645 = -14846489.720206
  nChanged 2
		SP:Iteration 18Q (183094.700000 sec): 3 clusters
  Score: Raw -14850289.687103 + Penalty 3798.718645 = -14846490.968458
  nChanged 1
		SP:Iteration 19Q (183095.550000 sec): 3 clusters
  Score: Raw -14850290.604232 + Penalty 3798.718645 = -14846491.885587
  nChanged 1
		SP:Iteration 20F (183096.510000 sec): 3 clusters
  Score: Raw -14850291.519632 + Penalty 3798.718645 = -14846492.800987
  nChanged 1
		SP:Iteration 21Q (183097.410000 sec): 3 clusters
  Score: Raw -14850293.189844 + Penalty 3798.718645 = -14846494.471199
  nChanged 1
		SP:Iteration 22Q (183098.280000 sec): 3 clusters
  Score: Raw -14850294.499092 + Penalty 3798.718645 = -14846495.780447
  nChanged 1
		SP:Iteration 23Q (183099.120000 sec): 3 clusters
  Score: Raw -14850296.419967 + Penalty 3798.718645 = -14846497.701322
  nChanged 1
		SP:Iteration 24Q (183099.980000 sec): 3 clusters
  Score: Raw -14850297.845608 + Penalty 3798.718645 = -14846499.126963
  nChanged 1
		SP:Iteration 25Q (183100.830000 sec): 3 clusters
  Score: Raw -14850300.081102 + Penalty 3798.718645 = -14846501.362457
  nChanged 2
		SP:Iteration 26Q (183101.680000 sec): 3 clusters
  Score: Raw -14850302.320782 + Penalty 3798.718645 = -14846503.602136
  nChanged 1
		SP:Iteration 27Q (183102.520000 sec): 3 clusters
  Score: Raw -14850302.854201 + Penalty 3798.718645 = -14846504.135556
  nChanged 0
		SP:Iteration 28F (183103.490000 sec): 3 clusters
  Score: Raw -14850302.854201 + Penalty 3798.718645 = -14846504.135556
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 14 (6279 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183103.600000 sec): 2 clusters
  Score: Raw -717976.103446 + Penalty 1421.056977 = -716555.046469
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183103.700000 sec): 3 clusters
  Score: Raw -714656.028544 + Penalty 2842.113954 = -711813.914591
  nChanged 2539
		SP:Iteration 1F (183103.800000 sec): 3 clusters
  Score: Raw -716116.867890 + Penalty 2842.113954 = -713274.753936
  nChanged 472
		SP:Iteration 2F (183103.900000 sec): 3 clusters
  Score: Raw -716404.392307 + Penalty 2842.113954 = -713562.278353
  nChanged 388
		SP:Iteration 3F (183104.000000 sec): 3 clusters
  Score: Raw -716668.574375 + Penalty 2842.113954 = -713826.460421
  nChanged 324
		SP:Iteration 4F (183104.100000 sec): 3 clusters
  Score: Raw -716896.270332 + Penalty 2842.113954 = -714054.156378
  nChanged 316
		SP:Iteration 5F (183104.200000 sec): 3 clusters
  Score: Raw -717134.158997 + Penalty 2842.113954 = -714292.045043
  nChanged 293
		SP:Iteration 6Q (183104.300000 sec): 3 clusters
  Score: Raw -717354.492739 + Penalty 2842.113954 = -714512.378786
  nChanged 266
		SP:Iteration 7Q (183104.400000 sec): 3 clusters
  Score: Raw -717579.060543 + Penalty 2842.113954 = -714736.946590
  nChanged 260
		SP:Iteration 8Q (183104.510000 sec): 3 clusters
  Score: Raw -717851.398466 + Penalty 2842.113954 = -715009.284512
  nChanged 286
		SP:Iteration 9Q (183104.620000 sec): 3 clusters
  Score: Raw -718176.506450 + Penalty 2842.113954 = -715334.392497
  nChanged 251
		SP:Iteration 10Q (183104.710000 sec): 3 clusters
  Score: Raw -718459.222325 + Penalty 2842.113954 = -715617.108372
  nChanged 251
		SP:Iteration 11Q (183104.810000 sec): 3 clusters
  Score: Raw -718692.701711 + Penalty 2842.113954 = -715850.587758
  nChanged 173
		SP:Iteration 12Q (183104.900000 sec): 3 clusters
  Score: Raw -718797.472116 + Penalty 2842.113954 = -715955.358162
  nChanged 108
		SP:Iteration 13Q (183105.000000 sec): 3 clusters
  Score: Raw -718847.426581 + Penalty 2842.113954 = -716005.312628
  nChanged 70
		SP:Iteration 14Q (183105.100000 sec): 3 clusters
  Score: Raw -718873.024673 + Penalty 2842.113954 = -716030.910719
  nChanged 46
		SP:Iteration 15Q (183105.190000 sec): 3 clusters
  Score: Raw -718887.338799 + Penalty 2842.113954 = -716045.224846
  nChanged 40
		SP:Iteration 16Q (183105.290000 sec): 3 clusters
  Score: Raw -718899.464675 + Penalty 2842.113954 = -716057.350721
  nChanged 27
		SP:Iteration 17Q (183105.380000 sec): 3 clusters
  Score: Raw -718907.609276 + Penalty 2842.113954 = -716065.495322
  nChanged 24
		SP:Iteration 18Q (183105.480000 sec): 3 clusters
  Score: Raw -718914.055729 + Penalty 2842.113954 = -716071.941775
  nChanged 17
		SP:Iteration 19Q (183105.580000 sec): 3 clusters
  Score: Raw -718918.063984 + Penalty 2842.113954 = -716075.950031
  nChanged 18
		SP:Iteration 20F (183105.680000 sec): 3 clusters
  Score: Raw -718922.416387 + Penalty 2842.113954 = -716080.302433
  nChanged 12
		SP:Iteration 21Q (183105.780000 sec): 3 clusters
  Score: Raw -718924.688445 + Penalty 2842.113954 = -716082.574491
  nChanged 13
		SP:Iteration 22Q (183105.880000 sec): 3 clusters
  Score: Raw -718927.891123 + Penalty 2842.113954 = -716085.777170
  nChanged 16
		SP:Iteration 23Q (183105.980000 sec): 3 clusters
  Score: Raw -718931.369434 + Penalty 2842.113954 = -716089.255480
  nChanged 12
		SP:Iteration 24Q (183106.080000 sec): 3 clusters
  Score: Raw -718934.555309 + Penalty 2842.113954 = -716092.441355
  nChanged 11
		SP:Iteration 25Q (183106.170000 sec): 3 clusters
  Score: Raw -718936.979346 + Penalty 2842.113954 = -716094.865393
  nChanged 9
		SP:Iteration 26Q (183106.270000 sec): 3 clusters
  Score: Raw -718938.498008 + Penalty 2842.113954 = -716096.384054
  nChanged 10
		SP:Iteration 27Q (183106.360000 sec): 3 clusters
  Score: Raw -718940.633983 + Penalty 2842.113954 = -716098.520029
  nChanged 6
		SP:Iteration 28Q (183106.460000 sec): 3 clusters
  Score: Raw -718941.953715 + Penalty 2842.113954 = -716099.839762
  nChanged 8
		SP:Iteration 29Q (183106.560000 sec): 3 clusters
  Score: Raw -718943.430142 + Penalty 2842.113954 = -716101.316188
  nChanged 8
		SP:Iteration 30Q (183106.650000 sec): 3 clusters
  Score: Raw -718945.974318 + Penalty 2842.113954 = -716103.860364
  nChanged 11
		SP:Iteration 31Q (183106.750000 sec): 3 clusters
  Score: Raw -718948.046112 + Penalty 2842.113954 = -716105.932159
  nChanged 6
		SP:Iteration 32Q (183106.840000 sec): 3 clusters
  Score: Raw -718949.589884 + Penalty 2842.113954 = -716107.475931
  nChanged 5
		SP:Iteration 33Q (183106.940000 sec): 3 clusters
  Score: Raw -718950.484913 + Penalty 2842.113954 = -716108.370960
  nChanged 4
		SP:Iteration 34Q (183107.040000 sec): 3 clusters
  Score: Raw -718950.920547 + Penalty 2842.113954 = -716108.806593
  nChanged 3
		SP:Iteration 35Q (183107.140000 sec): 3 clusters
  Score: Raw -718951.125578 + Penalty 2842.113954 = -716109.011624
  nChanged 0
		SP:Iteration 36F (183107.240000 sec): 3 clusters
  Score: Raw -718951.125578 + Penalty 2842.113954 = -716109.011624
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 15 (6230 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183107.320000 sec): 2 clusters
  Score: Raw -688557.896866 + Penalty 1419.783887 = -687138.112979
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183107.450000 sec): 3 clusters
  Score: Raw -685239.776597 + Penalty 2839.567774 = -682400.208823
  nChanged 2645
		SP:Iteration 1F (183107.560000 sec): 3 clusters
  Score: Raw -687263.386189 + Penalty 2839.567774 = -684423.818415
  nChanged 631
		SP:Iteration 2F (183107.660000 sec): 3 clusters
  Score: Raw -688054.849653 + Penalty 2839.567774 = -685215.281879
  nChanged 553
		SP:Iteration 3F (183107.760000 sec): 3 clusters
  Score: Raw -688648.515748 + Penalty 2839.567774 = -685808.947974
  nChanged 416
		SP:Iteration 4F (183107.860000 sec): 3 clusters
  Score: Raw -689017.925040 + Penalty 2839.567774 = -686178.357266
  nChanged 273
		SP:Iteration 5Q (183107.960000 sec): 3 clusters
  Score: Raw -689205.169324 + Penalty 2839.567774 = -686365.601550
  nChanged 180
		SP:Iteration 6Q (183108.060000 sec): 3 clusters
  Score: Raw -689304.148317 + Penalty 2839.567774 = -686464.580543
  nChanged 115
		SP:Iteration 7Q (183108.160000 sec): 3 clusters
  Score: Raw -689347.855703 + Penalty 2839.567774 = -686508.287929
  nChanged 72
		SP:Iteration 8Q (183108.260000 sec): 3 clusters
  Score: Raw -689371.500104 + Penalty 2839.567774 = -686531.932330
  nChanged 46
		SP:Iteration 9Q (183108.360000 sec): 3 clusters
  Score: Raw -689385.841331 + Penalty 2839.567774 = -686546.273557
  nChanged 39
		SP:Iteration 10Q (183108.460000 sec): 3 clusters
  Score: Raw -689397.044021 + Penalty 2839.567774 = -686557.476248
  nChanged 28
		SP:Iteration 11Q (183108.550000 sec): 3 clusters
  Score: Raw -689403.512482 + Penalty 2839.567774 = -686563.944708
  nChanged 21
		SP:Iteration 12Q (183108.650000 sec): 3 clusters
  Score: Raw -689408.909558 + Penalty 2839.567774 = -686569.341784
  nChanged 22
		SP:Iteration 13Q (183108.750000 sec): 3 clusters
  Score: Raw -689413.197070 + Penalty 2839.567774 = -686573.629297
  nChanged 10
		SP:Iteration 14Q (183108.850000 sec): 3 clusters
  Score: Raw -689415.731090 + Penalty 2839.567774 = -686576.163316
  nChanged 13
		SP:Iteration 15Q (183108.950000 sec): 3 clusters
  Score: Raw -689418.509366 + Penalty 2839.567774 = -686578.941592
  nChanged 6
		SP:Iteration 16Q (183109.050000 sec): 3 clusters
  Score: Raw -689420.151139 + Penalty 2839.567774 = -686580.583365
  nChanged 7
		SP:Iteration 17Q (183109.150000 sec): 3 clusters
  Score: Raw -689421.764210 + Penalty 2839.567774 = -686582.196436
  nChanged 4
		SP:Iteration 18Q (183109.250000 sec): 3 clusters
  Score: Raw -689422.713035 + Penalty 2839.567774 = -686583.145261
  nChanged 3
		SP:Iteration 19Q (183109.350000 sec): 3 clusters
  Score: Raw -689423.316843 + Penalty 2839.567774 = -686583.749069
  nChanged 3
		SP:Iteration 20F (183109.450000 sec): 3 clusters
  Score: Raw -689423.973520 + Penalty 2839.567774 = -686584.405746
  nChanged 4
		SP:Iteration 21Q (183109.540000 sec): 3 clusters
  Score: Raw -689424.973223 + Penalty 2839.567774 = -686585.405449
  nChanged 2
		SP:Iteration 22Q (183109.650000 sec): 3 clusters
  Score: Raw -689425.151384 + Penalty 2839.567774 = -686585.583610
  nChanged 2
		SP:Iteration 23Q (183109.740000 sec): 3 clusters
  Score: Raw -689425.330681 + Penalty 2839.567774 = -686585.762907
  nChanged 3
		SP:Iteration 24Q (183109.840000 sec): 3 clusters
  Score: Raw -689425.649112 + Penalty 2839.567774 = -686586.081339
  nChanged 2
		SP:Iteration 25Q (183109.940000 sec): 3 clusters
  Score: Raw -689425.933968 + Penalty 2839.567774 = -686586.366194
  nChanged 0
		SP:Iteration 26F (183110.040000 sec): 3 clusters
  Score: Raw -689425.933968 + Penalty 2839.567774 = -686586.366194
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 16 (5460 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183110.110000 sec): 2 clusters
  Score: Raw -685338.738907 + Penalty 1398.345661 = -683940.393246
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183110.230000 sec): 3 clusters
  Score: Raw -682463.713101 + Penalty 2796.691322 = -679667.021778
  nChanged 2243
		SP:Iteration 1F (183110.320000 sec): 3 clusters
  Score: Raw -683746.050457 + Penalty 2796.691322 = -680949.359134
  nChanged 376
		SP:Iteration 2F (183110.420000 sec): 3 clusters
  Score: Raw -683945.854199 + Penalty 2796.691322 = -681149.162877
  nChanged 283
		SP:Iteration 3F (183110.510000 sec): 3 clusters
  Score: Raw -684079.963175 + Penalty 2796.691322 = -681283.271853
  nChanged 234
		SP:Iteration 4Q (183110.610000 sec): 3 clusters
  Score: Raw -684192.879916 + Penalty 2796.691322 = -681396.188594
  nChanged 214
		SP:Iteration 5Q (183110.700000 sec): 3 clusters
  Score: Raw -684289.604458 + Penalty 2796.691322 = -681492.913136
  nChanged 203
		SP:Iteration 6Q (183110.790000 sec): 3 clusters
  Score: Raw -684378.630605 + Penalty 2796.691322 = -681581.939282
  nChanged 182
		SP:Iteration 7Q (183110.890000 sec): 3 clusters
  Score: Raw -684462.149537 + Penalty 2796.691322 = -681665.458215
  nChanged 185
		SP:Iteration 8Q (183110.980000 sec): 3 clusters
  Score: Raw -684554.285953 + Penalty 2796.691322 = -681757.594631
  nChanged 193
		SP:Iteration 9Q (183111.070000 sec): 3 clusters
  Score: Raw -684657.002284 + Penalty 2796.691322 = -681860.310962
  nChanged 203
		SP:Iteration 10Q (183111.170000 sec): 3 clusters
  Score: Raw -684773.116956 + Penalty 2796.691322 = -681976.425634
  nChanged 188
		SP:Iteration 11Q (183111.260000 sec): 3 clusters
  Score: Raw -684893.391494 + Penalty 2796.691322 = -682096.700172
  nChanged 176
		SP:Iteration 12Q (183111.350000 sec): 3 clusters
  Score: Raw -684999.566131 + Penalty 2796.691322 = -682202.874809
  nChanged 135
		SP:Iteration 13Q (183111.450000 sec): 3 clusters
  Score: Raw -685078.868705 + Penalty 2796.691322 = -682282.177383
  nChanged 96
		SP:Iteration 14Q (183111.540000 sec): 3 clusters
  Score: Raw -685133.828612 + Penalty 2796.691322 = -682337.137290
  nChanged 86
		SP:Iteration 15Q (183111.630000 sec): 3 clusters
  Score: Raw -685188.819714 + Penalty 2796.691322 = -682392.128391
  nChanged 87
		SP:Iteration 16Q (183111.730000 sec): 3 clusters
  Score: Raw -685242.102867 + Penalty 2796.691322 = -682445.411544
  nChanged 74
		SP:Iteration 17Q (183111.820000 sec): 3 clusters
  Score: Raw -685290.734090 + Penalty 2796.691322 = -682494.042768
  nChanged 51
		SP:Iteration 18Q (183111.910000 sec): 3 clusters
  Score: Raw -685327.276308 + Penalty 2796.691322 = -682530.584985
  nChanged 51
		SP:Iteration 19Q (183112.000000 sec): 3 clusters
  Score: Raw -685366.369520 + Penalty 2796.691322 = -682569.678197
  nChanged 45
		SP:Iteration 20F (183112.100000 sec): 3 clusters
  Score: Raw -685398.727629 + Penalty 2796.691322 = -682602.036307
  nChanged 30
		SP:Iteration 21Q (183112.190000 sec): 3 clusters
  Score: Raw -685416.590397 + Penalty 2796.691322 = -682619.899075
  nChanged 18
		SP:Iteration 22Q (183112.280000 sec): 3 clusters
  Score: Raw -685428.835369 + Penalty 2796.691322 = -682632.144046
  nChanged 16
		SP:Iteration 23Q (183112.370000 sec): 3 clusters
  Score: Raw -685439.484465 + Penalty 2796.691322 = -682642.793143
  nChanged 9
		SP:Iteration 24Q (183112.460000 sec): 3 clusters
  Score: Raw -685445.299218 + Penalty 2796.691322 = -682648.607896
  nChanged 6
		SP:Iteration 25Q (183112.550000 sec): 3 clusters
  Score: Raw -685448.453672 + Penalty 2796.691322 = -682651.762350
  nChanged 4
		SP:Iteration 26Q (183112.640000 sec): 3 clusters
  Score: Raw -685450.711151 + Penalty 2796.691322 = -682654.019829
  nChanged 3
		SP:Iteration 27Q (183112.730000 sec): 3 clusters
  Score: Raw -685452.271144 + Penalty 2796.691322 = -682655.579822
  nChanged 3
		SP:Iteration 28Q (183112.820000 sec): 3 clusters
  Score: Raw -685453.556825 + Penalty 2796.691322 = -682656.865502
  nChanged 1
		SP:Iteration 29Q (183112.910000 sec): 3 clusters
  Score: Raw -685453.783454 + Penalty 2796.691322 = -682657.092131
  nChanged 0
		SP:Iteration 30F (183113.010000 sec): 3 clusters
  Score: Raw -685453.783454 + Penalty 2796.691322 = -682657.092131
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 17 (299 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183113.060000 sec): 2 clusters
  Score: Raw -27511.763074 + Penalty 926.322081 = -26585.440993
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183113.060000 sec): 3 clusters
  Score: Raw -27627.761762 + Penalty 1852.644161 = -25775.117601
  nChanged 59
		SP:Iteration 1F (183113.070000 sec): 3 clusters
  Score: Raw -27803.593897 + Penalty 1852.644161 = -25950.949735
  nChanged 24
		SP:Iteration 2F (183113.080000 sec): 3 clusters
  Score: Raw -27902.715605 + Penalty 1852.644161 = -26050.071444
  nChanged 14
		SP:Iteration 3Q (183113.090000 sec): 3 clusters
  Score: Raw -27952.147174 + Penalty 1852.644161 = -26099.503012
  nChanged 13
		SP:Iteration 4Q (183113.090000 sec): 3 clusters
  Score: Raw -28007.007464 + Penalty 1852.644161 = -26154.363302
  nChanged 12
		SP:Iteration 5Q (183113.100000 sec): 3 clusters
  Score: Raw -28056.349465 + Penalty 1852.644161 = -26203.705303
  nChanged 7
		SP:Iteration 6Q (183113.110000 sec): 3 clusters
  Score: Raw -28086.699632 + Penalty 1852.644161 = -26234.055471
  nChanged 3
		SP:Iteration 7Q (183113.110000 sec): 3 clusters
  Score: Raw -28101.573664 + Penalty 1852.644161 = -26248.929503
  nChanged 5
		SP:Iteration 8Q (183113.120000 sec): 3 clusters
  Score: Raw -28124.097767 + Penalty 1852.644161 = -26271.453606
  nChanged 2
		SP:Iteration 9Q (183113.120000 sec): 3 clusters
  Score: Raw -28127.717121 + Penalty 1852.644161 = -26275.072960
  nChanged 0
		SP:Iteration 10F (183113.130000 sec): 3 clusters
  Score: Raw -28127.836502 + Penalty 1852.644161 = -26275.192341
  nChanged 1
		SP:Iteration 11Q (183113.140000 sec): 3 clusters
  Score: Raw -28148.193609 + Penalty 1852.644161 = -26295.549448
  nChanged 0
		SP:Iteration 12F (183113.150000 sec): 3 clusters
  Score: Raw -28148.193609 + Penalty 1852.644161 = -26295.549448
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 18 (10182 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183113.270000 sec): 2 clusters
  Score: Raw -1325627.304766 + Penalty 1499.611219 = -1324127.693547
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183113.430000 sec): 3 clusters
  Score: Raw -1319753.000909 + Penalty 2999.222439 = -1316753.778470
  nChanged 4427
		SP:Iteration 1F (183113.600000 sec): 3 clusters
  Score: Raw -1322074.785070 + Penalty 2999.222439 = -1319075.562632
  nChanged 570
		SP:Iteration 2F (183113.760000 sec): 3 clusters
  Score: Raw -1322278.751901 + Penalty 2999.222439 = -1319279.529462
  nChanged 464
		SP:Iteration 3Q (183113.920000 sec): 3 clusters
  Score: Raw -1322439.740437 + Penalty 2999.222439 = -1319440.517998
  nChanged 374
		SP:Iteration 4Q (183114.110000 sec): 3 clusters
  Score: Raw -1322576.722262 + Penalty 2999.222439 = -1319577.499823
  nChanged 362
		SP:Iteration 5Q (183114.260000 sec): 3 clusters
  Score: Raw -1322707.127815 + Penalty 2999.222439 = -1319707.905376
  nChanged 331
		SP:Iteration 6Q (183114.430000 sec): 3 clusters
  Score: Raw -1322830.892169 + Penalty 2999.222439 = -1319831.669730
  nChanged 334
		SP:Iteration 7Q (183114.590000 sec): 3 clusters
  Score: Raw -1322974.145075 + Penalty 2999.222439 = -1319974.922636
  nChanged 365
		SP:Iteration 8Q (183114.740000 sec): 3 clusters
  Score: Raw -1323177.942200 + Penalty 2999.222439 = -1320178.719761
  nChanged 437
		SP:Iteration 9Q (183114.930000 sec): 3 clusters
  Score: Raw -1323460.861738 + Penalty 2999.222439 = -1320461.639300
  nChanged 460
		SP:Iteration 10Q (183115.070000 sec): 3 clusters
  Score: Raw -1323761.214373 + Penalty 2999.222439 = -1320761.991934
  nChanged 481
		SP:Iteration 11Q (183115.240000 sec): 3 clusters
  Score: Raw -1324114.458612 + Penalty 2999.222439 = -1321115.236173
  nChanged 465
		SP:Iteration 12Q (183115.400000 sec): 3 clusters
  Score: Raw -1324496.058245 + Penalty 2999.222439 = -1321496.835807
  nChanged 408
		SP:Iteration 13Q (183115.530000 sec): 3 clusters
  Score: Raw -1324835.636708 + Penalty 2999.222439 = -1321836.414269
  nChanged 340
		SP:Iteration 14Q (183115.690000 sec): 3 clusters
  Score: Raw -1325112.994051 + Penalty 2999.222439 = -1322113.771612
  nChanged 221
		SP:Iteration 15Q (183115.870000 sec): 3 clusters
  Score: Raw -1325288.082360 + Penalty 2999.222439 = -1322288.859921
  nChanged 175
		SP:Iteration 16Q (183116.010000 sec): 3 clusters
  Score: Raw -1325434.526259 + Penalty 2999.222439 = -1322435.303820
  nChanged 131
		SP:Iteration 17Q (183116.160000 sec): 3 clusters
  Score: Raw -1325552.043880 + Penalty 2999.222439 = -1322552.821442
  nChanged 82
		SP:Iteration 18Q (183116.330000 sec): 3 clusters
  Score: Raw -1325626.390256 + Penalty 2999.222439 = -1322627.167818
  nChanged 52
		SP:Iteration 19Q (183116.470000 sec): 3 clusters
  Score: Raw -1325678.819646 + Penalty 2999.222439 = -1322679.597208
  nChanged 30
		SP:Iteration 20F (183116.630000 sec): 3 clusters
  Score: Raw -1325716.321300 + Penalty 2999.222439 = -1322717.098861
  nChanged 25
		SP:Iteration 21Q (183116.810000 sec): 3 clusters
  Score: Raw -1325746.008621 + Penalty 2999.222439 = -1322746.786183
  nChanged 10
		SP:Iteration 22Q (183116.950000 sec): 3 clusters
  Score: Raw -1325754.261147 + Penalty 2999.222439 = -1322755.038708
  nChanged 4
		SP:Iteration 23Q (183117.090000 sec): 3 clusters
  Score: Raw -1325758.561174 + Penalty 2999.222439 = -1322759.338736
  nChanged 6
		SP:Iteration 24Q (183117.260000 sec): 3 clusters
  Score: Raw -1325765.438918 + Penalty 2999.222439 = -1322766.216479
  nChanged 10
		SP:Iteration 25Q (183117.410000 sec): 3 clusters
  Score: Raw -1325780.867672 + Penalty 2999.222439 = -1322781.645234
  nChanged 11
		SP:Iteration 26Q (183117.530000 sec): 3 clusters
  Score: Raw -1325794.908068 + Penalty 2999.222439 = -1322795.685629
  nChanged 10
		SP:Iteration 27Q (183117.670000 sec): 3 clusters
  Score: Raw -1325803.389773 + Penalty 2999.222439 = -1322804.167335
  nChanged 4
		SP:Iteration 28Q (183117.840000 sec): 3 clusters
  Score: Raw -1325809.891770 + Penalty 2999.222439 = -1322810.669331
  nChanged 4
		SP:Iteration 29Q (183117.990000 sec): 3 clusters
  Score: Raw -1325814.053508 + Penalty 2999.222439 = -1322814.831069
  nChanged 4
		SP:Iteration 30Q (183118.110000 sec): 3 clusters
  Score: Raw -1325821.637624 + Penalty 2999.222439 = -1322822.415186
  nChanged 6
		SP:Iteration 31Q (183118.250000 sec): 3 clusters
  Score: Raw -1325826.897834 + Penalty 2999.222439 = -1322827.675396
  nChanged 1
		SP:Iteration 32Q (183118.430000 sec): 3 clusters
  Score: Raw -1325828.197573 + Penalty 2999.222439 = -1322828.975134
  nChanged 0
		SP:Iteration 33F (183118.590000 sec): 3 clusters
  Score: Raw -1325828.197573 + Penalty 2999.222439 = -1322828.975134
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 19 (5296 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183118.660000 sec): 2 clusters
  Score: Raw -627059.836798 + Penalty 1393.389903 = -625666.446895
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183118.790000 sec): 3 clusters
  Score: Raw -624340.998721 + Penalty 2786.779807 = -621554.218915
  nChanged 2121
		SP:Iteration 1F (183118.880000 sec): 3 clusters
  Score: Raw -625621.991723 + Penalty 2786.779807 = -622835.211917
  nChanged 409
		SP:Iteration 2F (183118.970000 sec): 3 clusters
  Score: Raw -625871.982430 + Penalty 2786.779807 = -623085.202623
  nChanged 319
		SP:Iteration 3F (183119.070000 sec): 3 clusters
  Score: Raw -626056.897157 + Penalty 2786.779807 = -623270.117350
  nChanged 238
		SP:Iteration 4Q (183119.170000 sec): 3 clusters
  Score: Raw -626196.492273 + Penalty 2786.779807 = -623409.712467
  nChanged 239
		SP:Iteration 5Q (183119.260000 sec): 3 clusters
  Score: Raw -626332.838966 + Penalty 2786.779807 = -623546.059159
  nChanged 215
		SP:Iteration 6Q (183119.350000 sec): 3 clusters
  Score: Raw -626459.180231 + Penalty 2786.779807 = -623672.400424
  nChanged 176
		SP:Iteration 7Q (183119.450000 sec): 3 clusters
  Score: Raw -626578.190480 + Penalty 2786.779807 = -623791.410673
  nChanged 182
		SP:Iteration 8Q (183119.540000 sec): 3 clusters
  Score: Raw -626671.417365 + Penalty 2786.779807 = -623884.637558
  nChanged 155
		SP:Iteration 9Q (183119.630000 sec): 3 clusters
  Score: Raw -626760.543398 + Penalty 2786.779807 = -623973.763591
  nChanged 142
		SP:Iteration 10Q (183119.730000 sec): 3 clusters
  Score: Raw -626853.326284 + Penalty 2786.779807 = -624066.546477
  nChanged 149
		SP:Iteration 11Q (183119.820000 sec): 3 clusters
  Score: Raw -626978.212447 + Penalty 2786.779807 = -624191.432640
  nChanged 152
		SP:Iteration 12Q (183119.910000 sec): 3 clusters
  Score: Raw -627123.435575 + Penalty 2786.779807 = -624336.655768
  nChanged 179
		SP:Iteration 13Q (183120.010000 sec): 3 clusters
  Score: Raw -627332.417689 + Penalty 2786.779807 = -624545.637882
  nChanged 210
		SP:Iteration 14Q (183120.100000 sec): 3 clusters
  Score: Raw -627554.926185 + Penalty 2786.779807 = -624768.146378
  nChanged 171
		SP:Iteration 15Q (183120.190000 sec): 3 clusters
  Score: Raw -627722.354477 + Penalty 2786.779807 = -624935.574670
  nChanged 168
		SP:Iteration 16Q (183120.280000 sec): 3 clusters
  Score: Raw -627861.914867 + Penalty 2786.779807 = -625075.135061
  nChanged 98
		SP:Iteration 17Q (183120.370000 sec): 3 clusters
  Score: Raw -627927.617655 + Penalty 2786.779807 = -625140.837848
  nChanged 69
		SP:Iteration 18Q (183120.460000 sec): 3 clusters
  Score: Raw -627977.466666 + Penalty 2786.779807 = -625190.686860
  nChanged 54
		SP:Iteration 19Q (183120.550000 sec): 3 clusters
  Score: Raw -628016.499665 + Penalty 2786.779807 = -625229.719859
  nChanged 45
		SP:Iteration 20F (183120.650000 sec): 3 clusters
  Score: Raw -628036.591372 + Penalty 2786.779807 = -625249.811565
  nChanged 22
		SP:Iteration 21Q (183120.740000 sec): 3 clusters
  Score: Raw -628044.416725 + Penalty 2786.779807 = -625257.636919
  nChanged 16
		SP:Iteration 22Q (183120.830000 sec): 3 clusters
  Score: Raw -628048.244639 + Penalty 2786.779807 = -625261.464833
  nChanged 10
		SP:Iteration 23Q (183120.910000 sec): 3 clusters
  Score: Raw -628049.450982 + Penalty 2786.779807 = -625262.671175
  nChanged 4
		SP:Iteration 24Q (183121.010000 sec): 3 clusters
  Score: Raw -628050.421873 + Penalty 2786.779807 = -625263.642066
  nChanged 2
		SP:Iteration 25Q (183121.100000 sec): 3 clusters
  Score: Raw -628050.697447 + Penalty 2786.779807 = -625263.917640
  nChanged 1
		SP:Iteration 26Q (183121.190000 sec): 3 clusters
  Score: Raw -628050.785271 + Penalty 2786.779807 = -625264.005464
  nChanged 0
		SP:Iteration 27F (183121.280000 sec): 3 clusters
  Score: Raw -628050.785271 + Penalty 2786.779807 = -625264.005464
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 20 (6116 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183121.370000 sec): 2 clusters
  Score: Raw -653381.403211 + Penalty 1416.782830 = -651964.620382
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183121.500000 sec): 3 clusters
  Score: Raw -650153.373331 + Penalty 2833.565659 = -647319.807672
  nChanged 2568
		SP:Iteration 1F (183121.600000 sec): 3 clusters
  Score: Raw -651726.061707 + Penalty 2833.565659 = -648892.496048
  nChanged 606
		SP:Iteration 2F (183121.700000 sec): 3 clusters
  Score: Raw -652193.066290 + Penalty 2833.565659 = -649359.500631
  nChanged 437
		SP:Iteration 3F (183121.800000 sec): 3 clusters
  Score: Raw -652518.608164 + Penalty 2833.565659 = -649685.042505
  nChanged 382
		SP:Iteration 4F (183121.900000 sec): 3 clusters
  Score: Raw -652836.001739 + Penalty 2833.565659 = -650002.436080
  nChanged 361
		SP:Iteration 5F (183122.000000 sec): 3 clusters
  Score: Raw -653170.887182 + Penalty 2833.565659 = -650337.321522
  nChanged 370
		SP:Iteration 6F (183122.100000 sec): 3 clusters
  Score: Raw -653504.279856 + Penalty 2833.565659 = -650670.714196
  nChanged 307
		SP:Iteration 7F (183122.200000 sec): 3 clusters
  Score: Raw -653718.281155 + Penalty 2833.565659 = -650884.715496
  nChanged 232
		SP:Iteration 8Q (183122.300000 sec): 3 clusters
  Score: Raw -653845.396642 + Penalty 2833.565659 = -651011.830983
  nChanged 185
		SP:Iteration 9Q (183122.390000 sec): 3 clusters
  Score: Raw -653920.106871 + Penalty 2833.565659 = -651086.541212
  nChanged 109
		SP:Iteration 10Q (183122.490000 sec): 3 clusters
  Score: Raw -653972.298213 + Penalty 2833.565659 = -651138.732554
  nChanged 104
		SP:Iteration 11Q (183122.590000 sec): 3 clusters
  Score: Raw -654014.686962 + Penalty 2833.565659 = -651181.121303
  nChanged 89
		SP:Iteration 12Q (183122.700000 sec): 3 clusters
  Score: Raw -654048.420103 + Penalty 2833.565659 = -651214.854444
  nChanged 88
		SP:Iteration 13Q (183122.800000 sec): 3 clusters
  Score: Raw -654078.780611 + Penalty 2833.565659 = -651245.214951
  nChanged 75
		SP:Iteration 14Q (183122.890000 sec): 3 clusters
  Score: Raw -654105.700969 + Penalty 2833.565659 = -651272.135310
  nChanged 75
		SP:Iteration 15Q (183122.990000 sec): 3 clusters
  Score: Raw -654131.932165 + Penalty 2833.565659 = -651298.366506
  nChanged 62
		SP:Iteration 16Q (183123.100000 sec): 3 clusters
  Score: Raw -654153.697371 + Penalty 2833.565659 = -651320.131712
  nChanged 54
		SP:Iteration 17Q (183123.200000 sec): 3 clusters
  Score: Raw -654171.843553 + Penalty 2833.565659 = -651338.277894
  nChanged 43
		SP:Iteration 18Q (183123.300000 sec): 3 clusters
  Score: Raw -654186.141379 + Penalty 2833.565659 = -651352.575720
  nChanged 40
		SP:Iteration 19Q (183123.390000 sec): 3 clusters
  Score: Raw -654197.651255 + Penalty 2833.565659 = -651364.085595
  nChanged 33
		SP:Iteration 20F (183123.490000 sec): 3 clusters
  Score: Raw -654205.259375 + Penalty 2833.565659 = -651371.693716
  nChanged 31
		SP:Iteration 21Q (183123.590000 sec): 3 clusters
  Score: Raw -654211.165092 + Penalty 2833.565659 = -651377.599433
  nChanged 19
		SP:Iteration 22Q (183123.690000 sec): 3 clusters
  Score: Raw -654215.101927 + Penalty 2833.565659 = -651381.536267
  nChanged 10
		SP:Iteration 23Q (183123.790000 sec): 3 clusters
  Score: Raw -654217.143455 + Penalty 2833.565659 = -651383.577796
  nChanged 12
		SP:Iteration 24Q (183123.890000 sec): 3 clusters
  Score: Raw -654219.405578 + Penalty 2833.565659 = -651385.839919
  nChanged 8
		SP:Iteration 25Q (183123.990000 sec): 3 clusters
  Score: Raw -654220.943899 + Penalty 2833.565659 = -651387.378240
  nChanged 10
		SP:Iteration 26Q (183124.090000 sec): 3 clusters
  Score: Raw -654222.393114 + Penalty 2833.565659 = -651388.827454
  nChanged 4
		SP:Iteration 27Q (183124.190000 sec): 3 clusters
  Score: Raw -654222.829509 + Penalty 2833.565659 = -651389.263850
  nChanged 3
		SP:Iteration 28Q (183124.290000 sec): 3 clusters
  Score: Raw -654223.220544 + Penalty 2833.565659 = -651389.654885
  nChanged 1
		SP:Iteration 29Q (183124.380000 sec): 3 clusters
  Score: Raw -654223.479616 + Penalty 2833.565659 = -651389.913957
  nChanged 1
		SP:Iteration 30Q (183124.480000 sec): 3 clusters
  Score: Raw -654223.628656 + Penalty 2833.565659 = -651390.062996
  nChanged 0
		SP:Iteration 31F (183124.580000 sec): 3 clusters
  Score: Raw -654223.628656 + Penalty 2833.565659 = -651390.062996
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 21 (11032 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183124.710000 sec): 2 clusters
  Score: Raw -1291630.512130 + Penalty 1512.640256 = -1290117.871874
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183124.870000 sec): 3 clusters
  Score: Raw -1285402.978644 + Penalty 3025.280511 = -1282377.698133
  nChanged 4776
		SP:Iteration 1F (183125.030000 sec): 3 clusters
  Score: Raw -1287921.741321 + Penalty 3025.280511 = -1284896.460810
  nChanged 618
		SP:Iteration 2F (183125.210000 sec): 3 clusters
  Score: Raw -1288188.871068 + Penalty 3025.280511 = -1285163.590557
  nChanged 562
		SP:Iteration 3F (183125.350000 sec): 3 clusters
  Score: Raw -1288413.020316 + Penalty 3025.280511 = -1285387.739805
  nChanged 476
		SP:Iteration 4Q (183125.530000 sec): 3 clusters
  Score: Raw -1288640.607156 + Penalty 3025.280511 = -1285615.326645
  nChanged 499
		SP:Iteration 5Q (183125.670000 sec): 3 clusters
  Score: Raw -1288884.074630 + Penalty 3025.280511 = -1285858.794119
  nChanged 476
		SP:Iteration 6Q (183125.840000 sec): 3 clusters
  Score: Raw -1289127.945889 + Penalty 3025.280511 = -1286102.665377
  nChanged 456
		SP:Iteration 7Q (183125.990000 sec): 3 clusters
  Score: Raw -1289349.103661 + Penalty 3025.280511 = -1286323.823150
  nChanged 452
		SP:Iteration 8Q (183126.150000 sec): 3 clusters
  Score: Raw -1289576.260456 + Penalty 3025.280511 = -1286550.979944
  nChanged 432
		SP:Iteration 9Q (183126.330000 sec): 3 clusters
  Score: Raw -1289818.027706 + Penalty 3025.280511 = -1286792.747195
  nChanged 419
		SP:Iteration 10Q (183126.470000 sec): 3 clusters
  Score: Raw -1290048.977782 + Penalty 3025.280511 = -1287023.697271
  nChanged 404
		SP:Iteration 11Q (183126.640000 sec): 3 clusters
  Score: Raw -1290256.756963 + Penalty 3025.280511 = -1287231.476452
  nChanged 343
		SP:Iteration 12Q (183126.790000 sec): 3 clusters
  Score: Raw -1290422.144477 + Penalty 3025.280511 = -1287396.863965
  nChanged 330
		SP:Iteration 13Q (183126.950000 sec): 3 clusters
  Score: Raw -1290579.439918 + Penalty 3025.280511 = -1287554.159407
  nChanged 316
		SP:Iteration 14Q (183127.130000 sec): 3 clusters
  Score: Raw -1290717.737570 + Penalty 3025.280511 = -1287692.457059
  nChanged 293
		SP:Iteration 15Q (183127.270000 sec): 3 clusters
  Score: Raw -1290844.360877 + Penalty 3025.280511 = -1287819.080366
  nChanged 239
		SP:Iteration 16Q (183127.440000 sec): 3 clusters
  Score: Raw -1290941.599444 + Penalty 3025.280511 = -1287916.318932
  nChanged 204
		SP:Iteration 17Q (183127.590000 sec): 3 clusters
  Score: Raw -1291008.200857 + Penalty 3025.280511 = -1287982.920346
  nChanged 178
		SP:Iteration 18Q (183127.740000 sec): 3 clusters
  Score: Raw -1291065.827523 + Penalty 3025.280511 = -1288040.547011
  nChanged 163
		SP:Iteration 19Q (183127.920000 sec): 3 clusters
  Score: Raw -1291116.963614 + Penalty 3025.280511 = -1288091.683103
  nChanged 155
		SP:Iteration 20F (183128.070000 sec): 3 clusters
  Score: Raw -1291169.140877 + Penalty 3025.280511 = -1288143.860366
  nChanged 161
		SP:Iteration 21Q (183128.240000 sec): 3 clusters
  Score: Raw -1291228.090544 + Penalty 3025.280511 = -1288202.810032
  nChanged 175
		SP:Iteration 22Q (183128.370000 sec): 3 clusters
  Score: Raw -1291302.584456 + Penalty 3025.280511 = -1288277.303945
  nChanged 156
		SP:Iteration 23Q (183128.520000 sec): 3 clusters
  Score: Raw -1291365.057926 + Penalty 3025.280511 = -1288339.777415
  nChanged 118
		SP:Iteration 24Q (183128.700000 sec): 3 clusters
  Score: Raw -1291406.682098 + Penalty 3025.280511 = -1288381.401586
  nChanged 110
		SP:Iteration 25Q (183128.840000 sec): 3 clusters
  Score: Raw -1291448.287553 + Penalty 3025.280511 = -1288423.007042
  nChanged 103
		SP:Iteration 26Q (183129.000000 sec): 3 clusters
  Score: Raw -1291484.275545 + Penalty 3025.280511 = -1288458.995033
  nChanged 88
		SP:Iteration 27Q (183129.150000 sec): 3 clusters
  Score: Raw -1291515.245815 + Penalty 3025.280511 = -1288489.965304
  nChanged 78
		SP:Iteration 28Q (183129.290000 sec): 3 clusters
  Score: Raw -1291544.525966 + Penalty 3025.280511 = -1288519.245454
  nChanged 67
		SP:Iteration 29Q (183129.460000 sec): 3 clusters
  Score: Raw -1291572.275270 + Penalty 3025.280511 = -1288546.994759
  nChanged 69
		SP:Iteration 30Q (183129.610000 sec): 3 clusters
  Score: Raw -1291596.823060 + Penalty 3025.280511 = -1288571.542549
  nChanged 65
		SP:Iteration 31Q (183129.750000 sec): 3 clusters
  Score: Raw -1291619.716988 + Penalty 3025.280511 = -1288594.436477
  nChanged 52
		SP:Iteration 32Q (183129.930000 sec): 3 clusters
  Score: Raw -1291638.050020 + Penalty 3025.280511 = -1288612.769509
  nChanged 45
		SP:Iteration 33Q (183130.070000 sec): 3 clusters
  Score: Raw -1291654.022617 + Penalty 3025.280511 = -1288628.742105
  nChanged 46
		SP:Iteration 34Q (183130.220000 sec): 3 clusters
  Score: Raw -1291671.292317 + Penalty 3025.280511 = -1288646.011805
  nChanged 53
		SP:Iteration 35Q (183130.390000 sec): 3 clusters
  Score: Raw -1291698.430306 + Penalty 3025.280511 = -1288673.149795
  nChanged 58
		SP:Iteration 36Q (183130.530000 sec): 3 clusters
  Score: Raw -1291722.815819 + Penalty 3025.280511 = -1288697.535308
  nChanged 49
		SP:Iteration 37Q (183130.670000 sec): 3 clusters
  Score: Raw -1291742.216461 + Penalty 3025.280511 = -1288716.935950
  nChanged 45
		SP:Iteration 38Q (183130.850000 sec): 3 clusters
  Score: Raw -1291764.368555 + Penalty 3025.280511 = -1288739.088044
  nChanged 41
		SP:Iteration 39Q (183130.990000 sec): 3 clusters
  Score: Raw -1291780.711441 + Penalty 3025.280511 = -1288755.430930
  nChanged 33
		SP:Iteration 40F (183131.150000 sec): 3 clusters
  Score: Raw -1291792.885281 + Penalty 3025.280511 = -1288767.604769
  nChanged 27
		SP:Iteration 41Q (183131.310000 sec): 3 clusters
  Score: Raw -1291803.324324 + Penalty 3025.280511 = -1288778.043812
  nChanged 23
		SP:Iteration 42Q (183131.450000 sec): 3 clusters
  Score: Raw -1291810.084776 + Penalty 3025.280511 = -1288784.804265
  nChanged 16
		SP:Iteration 43Q (183131.600000 sec): 3 clusters
  Score: Raw -1291814.996760 + Penalty 3025.280511 = -1288789.716249
  nChanged 17
		SP:Iteration 44Q (183131.770000 sec): 3 clusters
  Score: Raw -1291819.864152 + Penalty 3025.280511 = -1288794.583640
  nChanged 15
		SP:Iteration 45Q (183131.900000 sec): 3 clusters
  Score: Raw -1291824.839100 + Penalty 3025.280511 = -1288799.558589
  nChanged 15
		SP:Iteration 46Q (183132.060000 sec): 3 clusters
  Score: Raw -1291829.939532 + Penalty 3025.280511 = -1288804.659020
  nChanged 14
		SP:Iteration 47Q (183132.230000 sec): 3 clusters
  Score: Raw -1291834.310449 + Penalty 3025.280511 = -1288809.029938
  nChanged 15
		SP:Iteration 48Q (183132.370000 sec): 3 clusters
  Score: Raw -1291839.906724 + Penalty 3025.280511 = -1288814.626213
  nChanged 13
		SP:Iteration 49Q (183132.520000 sec): 3 clusters
  Score: Raw -1291845.608879 + Penalty 3025.280511 = -1288820.328368
  nChanged 18
		SP:Iteration 50Q (183132.670000 sec): 3 clusters
  Score: Raw -1291851.888981 + Penalty 3025.280511 = -1288826.608470
  nChanged 10
		SP:Iteration 51Q (183132.810000 sec): 3 clusters
  Score: Raw -1291854.823606 + Penalty 3025.280511 = -1288829.543095
  nChanged 7
		SP:Iteration 52Q (183132.990000 sec): 3 clusters
  Score: Raw -1291856.999564 + Penalty 3025.280511 = -1288831.719053
  nChanged 5
		SP:Iteration 53Q (183133.130000 sec): 3 clusters
  Score: Raw -1291858.421275 + Penalty 3025.280511 = -1288833.140764
  nChanged 3
		SP:Iteration 54Q (183133.270000 sec): 3 clusters
  Score: Raw -1291859.588472 + Penalty 3025.280511 = -1288834.307961
  nChanged 5
		SP:Iteration 55Q (183133.440000 sec): 3 clusters
  Score: Raw -1291861.786350 + Penalty 3025.280511 = -1288836.505839
  nChanged 5
		SP:Iteration 56Q (183133.590000 sec): 3 clusters
  Score: Raw -1291864.197605 + Penalty 3025.280511 = -1288838.917094
  nChanged 7
		SP:Iteration 57Q (183133.730000 sec): 3 clusters
  Score: Raw -1291866.751717 + Penalty 3025.280511 = -1288841.471205
  nChanged 7
		SP:Iteration 58Q (183133.900000 sec): 3 clusters
  Score: Raw -1291868.607473 + Penalty 3025.280511 = -1288843.326962
  nChanged 3
		SP:Iteration 59Q (183134.190000 sec): 3 clusters
  Score: Raw -1291869.232617 + Penalty 3025.280511 = -1288843.952106
  nChanged 2
		SP:Iteration 60F (183134.470000 sec): 3 clusters
  Score: Raw -1291869.756720 + Penalty 3025.280511 = -1288844.476209
  nChanged 2
		SP:Iteration 61Q (183134.600000 sec): 3 clusters
  Score: Raw -1291870.295227 + Penalty 3025.280511 = -1288845.014716
  nChanged 1
		SP:Iteration 62Q (183134.730000 sec): 3 clusters
  Score: Raw -1291871.130319 + Penalty 3025.280511 = -1288845.849807
  nChanged 2
		SP:Iteration 63Q (183134.910000 sec): 3 clusters
  Score: Raw -1291871.521604 + Penalty 3025.280511 = -1288846.241093
  nChanged 0
		SP:Iteration 64F (183135.060000 sec): 3 clusters
  Score: Raw -1291871.521604 + Penalty 3025.280511 = -1288846.241093
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 22 (31846 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183135.340000 sec): 2 clusters
  Score: Raw -3820443.245466 + Penalty 1684.908398 = -3818758.337068
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183135.660000 sec): 3 clusters
  Score: Raw -3800801.576489 + Penalty 3369.816796 = -3797431.759693
  nChanged 14668
		SP:Iteration 1F (183135.980000 sec): 3 clusters
  Score: Raw -3809069.246413 + Penalty 3369.816796 = -3805699.429617
  nChanged 1434
		SP:Iteration 2Q (183136.330000 sec): 3 clusters
  Score: Raw -3809478.286742 + Penalty 3369.816796 = -3806108.469946
  nChanged 1260
		SP:Iteration 3Q (183136.640000 sec): 3 clusters
  Score: Raw -3809827.674751 + Penalty 3369.816796 = -3806457.857955
  nChanged 1215
		SP:Iteration 4Q (183136.960000 sec): 3 clusters
  Score: Raw -3810180.523348 + Penalty 3369.816796 = -3806810.706552
  nChanged 1208
		SP:Iteration 5Q (183137.300000 sec): 3 clusters
  Score: Raw -3810598.085301 + Penalty 3369.816796 = -3807228.268505
  nChanged 1429
		SP:Iteration 6Q (183137.620000 sec): 3 clusters
  Score: Raw -3811190.352684 + Penalty 3369.816796 = -3807820.535888
  nChanged 1724
		SP:Iteration 7F (183137.960000 sec): 3 clusters
  Score: Raw -3812080.003893 + Penalty 3369.816796 = -3808710.187097
  nChanged 2020
		SP:Iteration 8F (183138.300000 sec): 3 clusters
  Score: Raw -3813345.757371 + Penalty 3369.816796 = -3809975.940575
  nChanged 2259
		SP:Iteration 9F (183138.610000 sec): 3 clusters
  Score: Raw -3815077.476645 + Penalty 3369.816796 = -3811707.659849
  nChanged 2230
		SP:Iteration 10F (183138.950000 sec): 3 clusters
  Score: Raw -3817032.930201 + Penalty 3369.816796 = -3813663.113405
  nChanged 1799
		SP:Iteration 11F (183139.290000 sec): 3 clusters
  Score: Raw -3818725.851135 + Penalty 3369.816796 = -3815356.034339
  nChanged 1138
		SP:Iteration 12Q (183139.630000 sec): 3 clusters
  Score: Raw -3819802.490054 + Penalty 3369.816796 = -3816432.673258
  nChanged 518
		SP:Iteration 13Q (183139.940000 sec): 3 clusters
  Score: Raw -3820284.911671 + Penalty 3369.816796 = -3816915.094875
  nChanged 200
		SP:Iteration 14Q (183140.250000 sec): 3 clusters
  Score: Raw -3820487.463255 + Penalty 3369.816796 = -3817117.646459
  nChanged 65
		SP:Iteration 15Q (183140.580000 sec): 3 clusters
  Score: Raw -3820552.948273 + Penalty 3369.816796 = -3817183.131477
  nChanged 35
		SP:Iteration 16Q (183140.910000 sec): 3 clusters
  Score: Raw -3820588.688598 + Penalty 3369.816796 = -3817218.871802
  nChanged 19
		SP:Iteration 17Q (183141.250000 sec): 3 clusters
  Score: Raw -3820610.515011 + Penalty 3369.816796 = -3817240.698215
  nChanged 9
		SP:Iteration 18Q (183141.580000 sec): 3 clusters
  Score: Raw -3820619.960250 + Penalty 3369.816796 = -3817250.143454
  nChanged 6
		SP:Iteration 19Q (183141.910000 sec): 3 clusters
  Score: Raw -3820628.731264 + Penalty 3369.816796 = -3817258.914468
  nChanged 6
		SP:Iteration 20F (183142.280000 sec): 3 clusters
  Score: Raw -3820635.201041 + Penalty 3369.816796 = -3817265.384245
  nChanged 4
		SP:Iteration 21Q (183142.580000 sec): 3 clusters
  Score: Raw -3820640.881612 + Penalty 3369.816796 = -3817271.064816
  nChanged 2
		SP:Iteration 22Q (183142.910000 sec): 3 clusters
  Score: Raw -3820643.513239 + Penalty 3369.816796 = -3817273.696443
  nChanged 3
		SP:Iteration 23Q (183143.240000 sec): 3 clusters
  Score: Raw -3820645.726026 + Penalty 3369.816796 = -3817275.909230
  nChanged 1
		SP:Iteration 24Q (183143.570000 sec): 3 clusters
  Score: Raw -3820646.175410 + Penalty 3369.816796 = -3817276.358614
  nChanged 0
		SP:Iteration 25F (183143.940000 sec): 3 clusters
  Score: Raw -3820646.175410 + Penalty 3369.816796 = -3817276.358614
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 23 (65829 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183144.380000 sec): 2 clusters
  Score: Raw -8186396.574409 + Penalty 1802.907559 = -8184593.666850
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183145.010000 sec): 3 clusters
  Score: Raw -8144212.195121 + Penalty 3605.815119 = -8140606.380003
  nChanged 31258
		SP:Iteration 1F (183145.630000 sec): 3 clusters
  Score: Raw -8162222.878010 + Penalty 3605.815119 = -8158617.062892
  nChanged 2472
		SP:Iteration 2Q (183146.240000 sec): 3 clusters
  Score: Raw -8162928.256501 + Penalty 3605.815119 = -8159322.441382
  nChanged 2473
		SP:Iteration 3Q (183146.900000 sec): 3 clusters
  Score: Raw -8163684.823790 + Penalty 3605.815119 = -8160079.008671
  nChanged 2479
		SP:Iteration 4Q (183147.480000 sec): 3 clusters
  Score: Raw -8164581.300606 + Penalty 3605.815119 = -8160975.485487
  nChanged 2699
		SP:Iteration 5Q (183148.060000 sec): 3 clusters
  Score: Raw -8165759.921810 + Penalty 3605.815119 = -8162154.106691
  nChanged 2967
		SP:Iteration 6Q (183148.630000 sec): 3 clusters
  Score: Raw -8167324.850337 + Penalty 3605.815119 = -8163719.035219
  nChanged 3337
		SP:Iteration 7F (183149.230000 sec): 3 clusters
  Score: Raw -8169435.518179 + Penalty 3605.815119 = -8165829.703060
  nChanged 3770
		SP:Iteration 8F (183149.900000 sec): 3 clusters
  Score: Raw -8172226.112136 + Penalty 3605.815119 = -8168620.297018
  nChanged 4078
		SP:Iteration 9F (183150.510000 sec): 3 clusters
  Score: Raw -8175540.389087 + Penalty 3605.815119 = -8171934.573968
  nChanged 4000
		SP:Iteration 10F (183151.120000 sec): 3 clusters
  Score: Raw -8179000.337684 + Penalty 3605.815119 = -8175394.522565
  nChanged 3431
		SP:Iteration 11F (183151.750000 sec): 3 clusters
  Score: Raw -8182064.737974 + Penalty 3605.815119 = -8178458.922856
  nChanged 2524
		SP:Iteration 12Q (183152.330000 sec): 3 clusters
  Score: Raw -8184261.603567 + Penalty 3605.815119 = -8180655.788448
  nChanged 1597
		SP:Iteration 13Q (183152.960000 sec): 3 clusters
  Score: Raw -8185550.982808 + Penalty 3605.815119 = -8181945.167690
  nChanged 960
		SP:Iteration 14Q (183153.520000 sec): 3 clusters
  Score: Raw -8186264.194390 + Penalty 3605.815119 = -8182658.379271
  nChanged 612
		SP:Iteration 15Q (183154.100000 sec): 3 clusters
  Score: Raw -8186673.517012 + Penalty 3605.815119 = -8183067.701893
  nChanged 400
		SP:Iteration 16Q (183154.680000 sec): 3 clusters
  Score: Raw -8186893.179396 + Penalty 3605.815119 = -8183287.364277
  nChanged 266
		SP:Iteration 17Q (183155.250000 sec): 3 clusters
  Score: Raw -8187020.954443 + Penalty 3605.815119 = -8183415.139325
  nChanged 207
		SP:Iteration 18Q (183155.850000 sec): 3 clusters
  Score: Raw -8187102.657901 + Penalty 3605.815119 = -8183496.842783
  nChanged 148
		SP:Iteration 19Q (183156.440000 sec): 3 clusters
  Score: Raw -8187157.403305 + Penalty 3605.815119 = -8183551.588187
  nChanged 97
		SP:Iteration 20F (183157.070000 sec): 3 clusters
  Score: Raw -8187183.565594 + Penalty 3605.815119 = -8183577.750475
  nChanged 69
		SP:Iteration 21Q (183157.670000 sec): 3 clusters
  Score: Raw -8187199.416622 + Penalty 3605.815119 = -8183593.601503
  nChanged 47
		SP:Iteration 22Q (183158.220000 sec): 3 clusters
  Score: Raw -8187208.987668 + Penalty 3605.815119 = -8183603.172549
  nChanged 30
		SP:Iteration 23Q (183158.790000 sec): 3 clusters
  Score: Raw -8187214.172705 + Penalty 3605.815119 = -8183608.357586
  nChanged 23
		SP:Iteration 24Q (183159.390000 sec): 3 clusters
  Score: Raw -8187218.234526 + Penalty 3605.815119 = -8183612.419408
  nChanged 14
		SP:Iteration 25Q (183159.980000 sec): 3 clusters
  Score: Raw -8187220.768681 + Penalty 3605.815119 = -8183614.953563
  nChanged 11
		SP:Iteration 26Q (183160.570000 sec): 3 clusters
  Score: Raw -8187222.816636 + Penalty 3605.815119 = -8183617.001518
  nChanged 9
		SP:Iteration 27Q (183161.110000 sec): 3 clusters
  Score: Raw -8187224.650837 + Penalty 3605.815119 = -8183618.835719
  nChanged 11
		SP:Iteration 28Q (183161.670000 sec): 3 clusters
  Score: Raw -8187226.713970 + Penalty 3605.815119 = -8183620.898852
  nChanged 13
		SP:Iteration 29Q (183162.270000 sec): 3 clusters
  Score: Raw -8187229.358316 + Penalty 3605.815119 = -8183623.543197
  nChanged 14
		SP:Iteration 30Q (183162.810000 sec): 3 clusters
  Score: Raw -8187232.048491 + Penalty 3605.815119 = -8183626.233372
  nChanged 11
		SP:Iteration 31Q (183163.380000 sec): 3 clusters
  Score: Raw -8187234.172785 + Penalty 3605.815119 = -8183628.357666
  nChanged 7
		SP:Iteration 32Q (183163.970000 sec): 3 clusters
  Score: Raw -8187235.362947 + Penalty 3605.815119 = -8183629.547828
  nChanged 10
		SP:Iteration 33Q (183164.560000 sec): 3 clusters
  Score: Raw -8187237.271035 + Penalty 3605.815119 = -8183631.455916
  nChanged 8
		SP:Iteration 34Q (183165.110000 sec): 3 clusters
  Score: Raw -8187238.462489 + Penalty 3605.815119 = -8183632.647371
  nChanged 6
		SP:Iteration 35Q (183165.670000 sec): 3 clusters
  Score: Raw -8187239.246675 + Penalty 3605.815119 = -8183633.431556
  nChanged 5
		SP:Iteration 36Q (183166.260000 sec): 3 clusters
  Score: Raw -8187240.012481 + Penalty 3605.815119 = -8183634.197362
  nChanged 4
		SP:Iteration 37Q (183166.850000 sec): 3 clusters
  Score: Raw -8187240.464036 + Penalty 3605.815119 = -8183634.648917
  nChanged 1
		SP:Iteration 38Q (183167.400000 sec): 3 clusters
  Score: Raw -8187240.621160 + Penalty 3605.815119 = -8183634.806041
  nChanged 1
		SP:Iteration 39Q (183167.970000 sec): 3 clusters
  Score: Raw -8187240.761492 + Penalty 3605.815119 = -8183634.946373
  nChanged 0
		SP:Iteration 40F (183168.650000 sec): 3 clusters
  Score: Raw -8187240.761492 + Penalty 3605.815119 = -8183634.946373
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 24 (2451 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183168.690000 sec): 2 clusters
  Score: Raw -283925.424835 + Penalty 1268.190850 = -282657.233985
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183168.750000 sec): 3 clusters
  Score: Raw -282847.094637 + Penalty 2536.381700 = -280310.712938
  nChanged 908
		SP:Iteration 1F (183168.790000 sec): 3 clusters
  Score: Raw -283399.923980 + Penalty 2536.381700 = -280863.542281
  nChanged 189
		SP:Iteration 2F (183168.840000 sec): 3 clusters
  Score: Raw -283543.079988 + Penalty 2536.381700 = -281006.698288
  nChanged 124
		SP:Iteration 3F (183168.890000 sec): 3 clusters
  Score: Raw -283627.498393 + Penalty 2536.381700 = -281091.116693
  nChanged 98
		SP:Iteration 4Q (183168.930000 sec): 3 clusters
  Score: Raw -283698.157221 + Penalty 2536.381700 = -281161.775521
  nChanged 80
		SP:Iteration 5Q (183168.970000 sec): 3 clusters
  Score: Raw -283765.615019 + Penalty 2536.381700 = -281229.233320
  nChanged 89
		SP:Iteration 6Q (183169.020000 sec): 3 clusters
  Score: Raw -283831.356639 + Penalty 2536.381700 = -281294.974940
  nChanged 96
		SP:Iteration 7Q (183169.060000 sec): 3 clusters
  Score: Raw -283936.237335 + Penalty 2536.381700 = -281399.855635
  nChanged 123
		SP:Iteration 8F (183169.110000 sec): 3 clusters
  Score: Raw -284062.969761 + Penalty 2536.381700 = -281526.588061
  nChanged 111
		SP:Iteration 9Q (183169.150000 sec): 3 clusters
  Score: Raw -284173.398899 + Penalty 2536.381700 = -281637.017199
  nChanged 97
		SP:Iteration 10Q (183169.200000 sec): 3 clusters
  Score: Raw -284274.999840 + Penalty 2536.381700 = -281738.618140
  nChanged 83
		SP:Iteration 11Q (183169.240000 sec): 3 clusters
  Score: Raw -284344.938037 + Penalty 2536.381700 = -281808.556338
  nChanged 68
		SP:Iteration 12Q (183169.290000 sec): 3 clusters
  Score: Raw -284388.406174 + Penalty 2536.381700 = -281852.024474
  nChanged 46
		SP:Iteration 13Q (183169.330000 sec): 3 clusters
  Score: Raw -284419.580520 + Penalty 2536.381700 = -281883.198820
  nChanged 48
		SP:Iteration 14Q (183169.370000 sec): 3 clusters
  Score: Raw -284447.514497 + Penalty 2536.381700 = -281911.132797
  nChanged 41
		SP:Iteration 15Q (183169.410000 sec): 3 clusters
  Score: Raw -284476.794348 + Penalty 2536.381700 = -281940.412649
  nChanged 42
		SP:Iteration 16Q (183169.460000 sec): 3 clusters
  Score: Raw -284512.496192 + Penalty 2536.381700 = -281976.114492
  nChanged 36
		SP:Iteration 17Q (183169.500000 sec): 3 clusters
  Score: Raw -284540.569044 + Penalty 2536.381700 = -282004.187345
  nChanged 40
		SP:Iteration 18Q (183169.550000 sec): 3 clusters
  Score: Raw -284582.357478 + Penalty 2536.381700 = -282045.975778
  nChanged 47
		SP:Iteration 19Q (183169.590000 sec): 3 clusters
  Score: Raw -284624.909686 + Penalty 2536.381700 = -282088.527986
  nChanged 40
		SP:Iteration 20F (183169.630000 sec): 3 clusters
  Score: Raw -284650.941738 + Penalty 2536.381700 = -282114.560038
  nChanged 33
		SP:Iteration 21Q (183169.680000 sec): 3 clusters
  Score: Raw -284676.112788 + Penalty 2536.381700 = -282139.731089
  nChanged 27
		SP:Iteration 22Q (183169.720000 sec): 3 clusters
  Score: Raw -284694.990442 + Penalty 2536.381700 = -282158.608742
  nChanged 29
		SP:Iteration 23Q (183169.760000 sec): 3 clusters
  Score: Raw -284711.715150 + Penalty 2536.381700 = -282175.333450
  nChanged 27
		SP:Iteration 24Q (183169.810000 sec): 3 clusters
  Score: Raw -284731.762163 + Penalty 2536.381700 = -282195.380464
  nChanged 29
		SP:Iteration 25Q (183169.850000 sec): 3 clusters
  Score: Raw -284755.118576 + Penalty 2536.381700 = -282218.736877
  nChanged 23
		SP:Iteration 26Q (183169.890000 sec): 3 clusters
  Score: Raw -284769.441380 + Penalty 2536.381700 = -282233.059681
  nChanged 17
		SP:Iteration 27Q (183169.940000 sec): 3 clusters
  Score: Raw -284782.077522 + Penalty 2536.381700 = -282245.695822
  nChanged 17
		SP:Iteration 28Q (183169.980000 sec): 3 clusters
  Score: Raw -284790.099529 + Penalty 2536.381700 = -282253.717830
  nChanged 8
		SP:Iteration 29Q (183170.020000 sec): 3 clusters
  Score: Raw -284794.171870 + Penalty 2536.381700 = -282257.790171
  nChanged 10
		SP:Iteration 30Q (183170.070000 sec): 3 clusters
  Score: Raw -284798.916814 + Penalty 2536.381700 = -282262.535115
  nChanged 8
		SP:Iteration 31Q (183170.110000 sec): 3 clusters
  Score: Raw -284803.457822 + Penalty 2536.381700 = -282267.076122
  nChanged 5
		SP:Iteration 32Q (183170.150000 sec): 3 clusters
  Score: Raw -284806.378865 + Penalty 2536.381700 = -282269.997165
  nChanged 8
		SP:Iteration 33Q (183170.190000 sec): 3 clusters
  Score: Raw -284810.036340 + Penalty 2536.381700 = -282273.654640
  nChanged 9
		SP:Iteration 34Q (183170.240000 sec): 3 clusters
  Score: Raw -284812.474457 + Penalty 2536.381700 = -282276.092757
  nChanged 5
		SP:Iteration 35Q (183170.280000 sec): 3 clusters
  Score: Raw -284813.624837 + Penalty 2536.381700 = -282277.243138
  nChanged 2
		SP:Iteration 36Q (183170.320000 sec): 3 clusters
  Score: Raw -284814.334924 + Penalty 2536.381700 = -282277.953224
  nChanged 0
		SP:Iteration 37F (183170.370000 sec): 3 clusters
  Score: Raw -284814.334924 + Penalty 2536.381700 = -282277.953224
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 25 (1573 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183170.430000 sec): 2 clusters
  Score: Raw -164761.577531 + Penalty 1196.120234 = -163565.457297
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183170.460000 sec): 3 clusters
  Score: Raw -164139.992537 + Penalty 2392.240468 = -161747.752068
  nChanged 530
		SP:Iteration 1F (183170.490000 sec): 3 clusters
  Score: Raw -164635.847141 + Penalty 2392.240468 = -162243.606673
  nChanged 143
		SP:Iteration 2F (183170.520000 sec): 3 clusters
  Score: Raw -164800.056723 + Penalty 2392.240468 = -162407.816254
  nChanged 92
		SP:Iteration 3F (183170.550000 sec): 3 clusters
  Score: Raw -164921.335165 + Penalty 2392.240468 = -162529.094696
  nChanged 76
		SP:Iteration 4Q (183170.580000 sec): 3 clusters
  Score: Raw -165042.511375 + Penalty 2392.240468 = -162650.270907
  nChanged 72
		SP:Iteration 5Q (183170.610000 sec): 3 clusters
  Score: Raw -165159.757740 + Penalty 2392.240468 = -162767.517272
  nChanged 62
		SP:Iteration 6Q (183170.630000 sec): 3 clusters
  Score: Raw -165232.723797 + Penalty 2392.240468 = -162840.483329
  nChanged 38
		SP:Iteration 7Q (183170.660000 sec): 3 clusters
  Score: Raw -165272.665584 + Penalty 2392.240468 = -162880.425116
  nChanged 34
		SP:Iteration 8Q (183170.690000 sec): 3 clusters
  Score: Raw -165303.384420 + Penalty 2392.240468 = -162911.143951
  nChanged 20
		SP:Iteration 9Q (183170.720000 sec): 3 clusters
  Score: Raw -165317.374920 + Penalty 2392.240468 = -162925.134451
  nChanged 11
		SP:Iteration 10Q (183170.750000 sec): 3 clusters
  Score: Raw -165330.630030 + Penalty 2392.240468 = -162938.389561
  nChanged 12
		SP:Iteration 11Q (183170.780000 sec): 3 clusters
  Score: Raw -165341.111007 + Penalty 2392.240468 = -162948.870539
  nChanged 13
		SP:Iteration 12Q (183170.810000 sec): 3 clusters
  Score: Raw -165352.312851 + Penalty 2392.240468 = -162960.072383
  nChanged 10
		SP:Iteration 13Q (183170.830000 sec): 3 clusters
  Score: Raw -165357.775669 + Penalty 2392.240468 = -162965.535201
  nChanged 4
		SP:Iteration 14Q (183170.860000 sec): 3 clusters
  Score: Raw -165360.392675 + Penalty 2392.240468 = -162968.152206
  nChanged 7
		SP:Iteration 15Q (183170.890000 sec): 3 clusters
  Score: Raw -165365.321102 + Penalty 2392.240468 = -162973.080634
  nChanged 6
		SP:Iteration 16Q (183170.920000 sec): 3 clusters
  Score: Raw -165371.272765 + Penalty 2392.240468 = -162979.032296
  nChanged 7
		SP:Iteration 17Q (183170.950000 sec): 3 clusters
  Score: Raw -165377.968942 + Penalty 2392.240468 = -162985.728473
  nChanged 9
		SP:Iteration 18Q (183170.970000 sec): 3 clusters
  Score: Raw -165382.764890 + Penalty 2392.240468 = -162990.524421
  nChanged 6
		SP:Iteration 19Q (183171.010000 sec): 3 clusters
  Score: Raw -165387.960985 + Penalty 2392.240468 = -162995.720516
  nChanged 6
		SP:Iteration 20F (183171.030000 sec): 3 clusters
  Score: Raw -165392.453924 + Penalty 2392.240468 = -163000.213455
  nChanged 3
		SP:Iteration 21Q (183171.060000 sec): 3 clusters
  Score: Raw -165393.785030 + Penalty 2392.240468 = -163001.544561
  nChanged 4
		SP:Iteration 22Q (183171.090000 sec): 3 clusters
  Score: Raw -165395.460471 + Penalty 2392.240468 = -163003.220003
  nChanged 5
		SP:Iteration 23Q (183171.120000 sec): 3 clusters
  Score: Raw -165398.116229 + Penalty 2392.240468 = -163005.875760
  nChanged 6
		SP:Iteration 24Q (183171.150000 sec): 3 clusters
  Score: Raw -165405.879179 + Penalty 2392.240468 = -163013.638710
  nChanged 8
		SP:Iteration 25Q (183171.170000 sec): 3 clusters
  Score: Raw -165410.699821 + Penalty 2392.240468 = -163018.459352
  nChanged 9
		SP:Iteration 26Q (183171.200000 sec): 3 clusters
  Score: Raw -165418.341083 + Penalty 2392.240468 = -163026.100615
  nChanged 6
		SP:Iteration 27Q (183171.230000 sec): 3 clusters
  Score: Raw -165422.256684 + Penalty 2392.240468 = -163030.016215
  nChanged 9
		SP:Iteration 28Q (183171.260000 sec): 3 clusters
  Score: Raw -165431.217758 + Penalty 2392.240468 = -163038.977289
  nChanged 11
		SP:Iteration 29Q (183171.290000 sec): 3 clusters
  Score: Raw -165440.661251 + Penalty 2392.240468 = -163048.420783
  nChanged 12
		SP:Iteration 30Q (183171.320000 sec): 3 clusters
  Score: Raw -165451.910694 + Penalty 2392.240468 = -163059.670226
  nChanged 9
		SP:Iteration 31Q (183171.350000 sec): 3 clusters
  Score: Raw -165460.850926 + Penalty 2392.240468 = -163068.610458
  nChanged 10
		SP:Iteration 32Q (183171.370000 sec): 3 clusters
  Score: Raw -165472.931961 + Penalty 2392.240468 = -163080.691492
  nChanged 15
		SP:Iteration 33Q (183171.400000 sec): 3 clusters
  Score: Raw -165501.178573 + Penalty 2392.240468 = -163108.938104
  nChanged 18
		SP:Iteration 34Q (183171.430000 sec): 3 clusters
  Score: Raw -165521.097125 + Penalty 2392.240468 = -163128.856657
  nChanged 9
		SP:Iteration 35Q (183171.460000 sec): 3 clusters
  Score: Raw -165527.369950 + Penalty 2392.240468 = -163135.129481
  nChanged 4
		SP:Iteration 36Q (183171.490000 sec): 3 clusters
  Score: Raw -165530.700904 + Penalty 2392.240468 = -163138.460436
  nChanged 2
		SP:Iteration 37Q (183171.510000 sec): 3 clusters
  Score: Raw -165531.609608 + Penalty 2392.240468 = -163139.369139
  nChanged 1
		SP:Iteration 38Q (183171.540000 sec): 3 clusters
  Score: Raw -165531.774336 + Penalty 2392.240468 = -163139.533868
  nChanged 2
		SP:Iteration 39Q (183171.570000 sec): 3 clusters
  Score: Raw -165532.853651 + Penalty 2392.240468 = -163140.613183
  nChanged 6
		SP:Iteration 40F (183171.600000 sec): 3 clusters
  Score: Raw -165536.553499 + Penalty 2392.240468 = -163144.313030
  nChanged 8
		SP:Iteration 41Q (183171.630000 sec): 3 clusters
  Score: Raw -165546.912190 + Penalty 2392.240468 = -163154.671721
  nChanged 9
		SP:Iteration 42Q (183171.660000 sec): 3 clusters
  Score: Raw -165552.715267 + Penalty 2392.240468 = -163160.474799
  nChanged 6
		SP:Iteration 43Q (183171.690000 sec): 3 clusters
  Score: Raw -165557.147212 + Penalty 2392.240468 = -163164.906744
  nChanged 6
		SP:Iteration 44Q (183171.710000 sec): 3 clusters
  Score: Raw -165560.348079 + Penalty 2392.240468 = -163168.107610
  nChanged 4
		SP:Iteration 45Q (183171.740000 sec): 3 clusters
  Score: Raw -165562.167644 + Penalty 2392.240468 = -163169.927175
  nChanged 3
		SP:Iteration 46Q (183171.770000 sec): 3 clusters
  Score: Raw -165564.144331 + Penalty 2392.240468 = -163171.903863
  nChanged 1
		SP:Iteration 47Q (183171.800000 sec): 3 clusters
  Score: Raw -165564.715171 + Penalty 2392.240468 = -163172.474702
  nChanged 2
		SP:Iteration 48Q (183171.830000 sec): 3 clusters
  Score: Raw -165565.252535 + Penalty 2392.240468 = -163173.012067
  nChanged 1
		SP:Iteration 49Q (183171.850000 sec): 3 clusters
  Score: Raw -165565.798562 + Penalty 2392.240468 = -163173.558094
  nChanged 2
		SP:Iteration 50Q (183171.880000 sec): 3 clusters
  Score: Raw -165567.811795 + Penalty 2392.240468 = -163175.571326
  nChanged 3
		SP:Iteration 51Q (183171.910000 sec): 3 clusters
  Score: Raw -165568.810465 + Penalty 2392.240468 = -163176.569997
  nChanged 1
		SP:Iteration 52Q (183171.940000 sec): 3 clusters
  Score: Raw -165569.326395 + Penalty 2392.240468 = -163177.085927
  nChanged 0
		SP:Iteration 53F (183171.970000 sec): 3 clusters
  Score: Raw -165569.326395 + Penalty 2392.240468 = -163177.085927
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 26 (2005 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183172.030000 sec): 2 clusters
  Score: Raw -222569.318063 + Penalty 1235.552393 = -221333.765670
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183172.070000 sec): 3 clusters
  Score: Raw -221756.153133 + Penalty 2471.104785 = -219285.048347
  nChanged 700
		SP:Iteration 1F (183172.110000 sec): 3 clusters
  Score: Raw -222328.813767 + Penalty 2471.104785 = -219857.708982
  nChanged 199
		SP:Iteration 2F (183172.140000 sec): 3 clusters
  Score: Raw -222520.614557 + Penalty 2471.104785 = -220049.509772
  nChanged 143
		SP:Iteration 3F (183172.180000 sec): 3 clusters
  Score: Raw -222666.972459 + Penalty 2471.104785 = -220195.867673
  nChanged 92
		SP:Iteration 4Q (183172.220000 sec): 3 clusters
  Score: Raw -222748.255211 + Penalty 2471.104785 = -220277.150426
  nChanged 63
		SP:Iteration 5Q (183172.250000 sec): 3 clusters
  Score: Raw -222807.625268 + Penalty 2471.104785 = -220336.520482
  nChanged 59
		SP:Iteration 6Q (183172.290000 sec): 3 clusters
  Score: Raw -222860.127941 + Penalty 2471.104785 = -220389.023156
  nChanged 41
		SP:Iteration 7Q (183172.330000 sec): 3 clusters
  Score: Raw -222901.401397 + Penalty 2471.104785 = -220430.296611
  nChanged 43
		SP:Iteration 8Q (183172.360000 sec): 3 clusters
  Score: Raw -222938.529047 + Penalty 2471.104785 = -220467.424262
  nChanged 39
		SP:Iteration 9Q (183172.400000 sec): 3 clusters
  Score: Raw -222976.984066 + Penalty 2471.104785 = -220505.879281
  nChanged 38
		SP:Iteration 10Q (183172.440000 sec): 3 clusters
  Score: Raw -223017.920536 + Penalty 2471.104785 = -220546.815750
  nChanged 29
		SP:Iteration 11Q (183172.470000 sec): 3 clusters
  Score: Raw -223049.082421 + Penalty 2471.104785 = -220577.977635
  nChanged 34
		SP:Iteration 12Q (183172.510000 sec): 3 clusters
  Score: Raw -223088.353346 + Penalty 2471.104785 = -220617.248561
  nChanged 36
		SP:Iteration 13Q (183172.550000 sec): 3 clusters
  Score: Raw -223135.633175 + Penalty 2471.104785 = -220664.528389
  nChanged 44
		SP:Iteration 14Q (183172.580000 sec): 3 clusters
  Score: Raw -223181.715222 + Penalty 2471.104785 = -220710.610437
  nChanged 32
		SP:Iteration 15Q (183172.620000 sec): 3 clusters
  Score: Raw -223213.169976 + Penalty 2471.104785 = -220742.065190
  nChanged 32
		SP:Iteration 16Q (183172.650000 sec): 3 clusters
  Score: Raw -223241.621491 + Penalty 2471.104785 = -220770.516706
  nChanged 32
		SP:Iteration 17Q (183172.690000 sec): 3 clusters
  Score: Raw -223275.756351 + Penalty 2471.104785 = -220804.651566
  nChanged 32
		SP:Iteration 18Q (183172.730000 sec): 3 clusters
  Score: Raw -223314.838475 + Penalty 2471.104785 = -220843.733689
  nChanged 39
		SP:Iteration 19Q (183172.760000 sec): 3 clusters
  Score: Raw -223371.595014 + Penalty 2471.104785 = -220900.490229
  nChanged 43
		SP:Iteration 20F (183172.800000 sec): 3 clusters
  Score: Raw -223439.907977 + Penalty 2471.104785 = -220968.803191
  nChanged 51
		SP:Iteration 21Q (183172.830000 sec): 3 clusters
  Score: Raw -223526.800946 + Penalty 2471.104785 = -221055.696160
  nChanged 56
		SP:Iteration 22Q (183172.870000 sec): 3 clusters
  Score: Raw -223641.953779 + Penalty 2471.104785 = -221170.848993
  nChanged 44
		SP:Iteration 23Q (183172.910000 sec): 3 clusters
  Score: Raw -223757.870017 + Penalty 2471.104785 = -221286.765232
  nChanged 33
		SP:Iteration 24Q (183172.940000 sec): 3 clusters
  Score: Raw -223814.576395 + Penalty 2471.104785 = -221343.471609
  nChanged 30
		SP:Iteration 25Q (183172.970000 sec): 3 clusters
  Score: Raw -223843.728196 + Penalty 2471.104785 = -221372.623411
  nChanged 21
		SP:Iteration 26Q (183173.010000 sec): 3 clusters
  Score: Raw -223864.517016 + Penalty 2471.104785 = -221393.412231
  nChanged 13
		SP:Iteration 27Q (183173.050000 sec): 3 clusters
  Score: Raw -223872.366337 + Penalty 2471.104785 = -221401.261551
  nChanged 8
		SP:Iteration 28Q (183173.080000 sec): 3 clusters
  Score: Raw -223878.059189 + Penalty 2471.104785 = -221406.954403
  nChanged 3
		SP:Iteration 29Q (183173.110000 sec): 3 clusters
  Score: Raw -223880.995992 + Penalty 2471.104785 = -221409.891207
  nChanged 3
		SP:Iteration 30Q (183173.150000 sec): 3 clusters
  Score: Raw -223882.660270 + Penalty 2471.104785 = -221411.555484
  nChanged 2
		SP:Iteration 31Q (183173.190000 sec): 3 clusters
  Score: Raw -223883.906864 + Penalty 2471.104785 = -221412.802079
  nChanged 3
		SP:Iteration 32Q (183173.220000 sec): 3 clusters
  Score: Raw -223887.042306 + Penalty 2471.104785 = -221415.937521
  nChanged 4
		SP:Iteration 33Q (183173.250000 sec): 3 clusters
  Score: Raw -223889.417592 + Penalty 2471.104785 = -221418.312806
  nChanged 2
		SP:Iteration 34Q (183173.290000 sec): 3 clusters
  Score: Raw -223890.636919 + Penalty 2471.104785 = -221419.532134
  nChanged 1
		SP:Iteration 35Q (183173.330000 sec): 3 clusters
  Score: Raw -223891.352744 + Penalty 2471.104785 = -221420.247959
  nChanged 0
		SP:Iteration 36F (183173.360000 sec): 3 clusters
  Score: Raw -223891.352744 + Penalty 2471.104785 = -221420.247959
  nChanged 0
  Score: Raw -119145431.803476 + Penalty 265543.287490 = -118879888.515986

Splitting cluster 26 changes total score from -118880805.349980 to -118879888.515986

 So it's not getting split.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 27 (322 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183532.100000 sec): 2 clusters
  Score: Raw -31880.729102 + Penalty 938.364626 = -30942.364476
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183532.100000 sec): 3 clusters
  Score: Raw -31934.321529 + Penalty 1876.729252 = -30057.592277
  nChanged 56
		SP:Iteration 1F (183532.120000 sec): 3 clusters
  Score: Raw -32099.915463 + Penalty 1876.729252 = -30223.186211
  nChanged 19
		SP:Iteration 2F (183532.120000 sec): 3 clusters
  Score: Raw -32153.943942 + Penalty 1876.729252 = -30277.214690
  nChanged 15
		SP:Iteration 3Q (183532.130000 sec): 3 clusters
  Score: Raw -32195.905474 + Penalty 1876.729252 = -30319.176222
  nChanged 7
		SP:Iteration 4Q (183532.140000 sec): 3 clusters
  Score: Raw -32213.127311 + Penalty 1876.729252 = -30336.398059
  nChanged 5
		SP:Iteration 5Q (183532.150000 sec): 3 clusters
  Score: Raw -32224.134146 + Penalty 1876.729252 = -30347.404894
  nChanged 2
		SP:Iteration 6Q (183532.160000 sec): 3 clusters
  Score: Raw -32228.563375 + Penalty 1876.729252 = -30351.834123
  nChanged 1
		SP:Iteration 7Q (183532.160000 sec): 3 clusters
  Score: Raw -32231.752649 + Penalty 1876.729252 = -30355.023397
  nChanged 1
		SP:Iteration 8Q (183532.170000 sec): 3 clusters
  Score: Raw -32237.615864 + Penalty 1876.729252 = -30360.886611
  nChanged 2
		SP:Iteration 9Q (183532.180000 sec): 3 clusters
  Score: Raw -32252.115773 + Penalty 1876.729252 = -30375.386520
  nChanged 4
		SP:Iteration 10Q (183532.180000 sec): 3 clusters
  Score: Raw -32259.389682 + Penalty 1876.729252 = -30382.660430
  nChanged 0
		SP:Iteration 11F (183532.190000 sec): 3 clusters
  Score: Raw -32259.389682 + Penalty 1876.729252 = -30382.660430
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 28 (7979 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183532.320000 sec): 2 clusters
  Score: Raw -932122.875941 + Penalty 1459.992360 = -930662.883581
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183532.440000 sec): 3 clusters
  Score: Raw -927777.486473 + Penalty 2919.984720 = -924857.501753
  nChanged 3371
		SP:Iteration 1F (183532.580000 sec): 3 clusters
  Score: Raw -929507.525067 + Penalty 2919.984720 = -926587.540347
  nChanged 481
		SP:Iteration 2F (183532.720000 sec): 3 clusters
  Score: Raw -929718.202111 + Penalty 2919.984720 = -926798.217391
  nChanged 406
		SP:Iteration 3F (183532.850000 sec): 3 clusters
  Score: Raw -929908.185590 + Penalty 2919.984720 = -926988.200870
  nChanged 419
		SP:Iteration 4F (183532.990000 sec): 3 clusters
  Score: Raw -930109.071725 + Penalty 2919.984720 = -927189.087005
  nChanged 390
		SP:Iteration 5Q (183533.120000 sec): 3 clusters
  Score: Raw -930314.873162 + Penalty 2919.984720 = -927394.888442
  nChanged 408
		SP:Iteration 6F (183533.250000 sec): 3 clusters
  Score: Raw -930545.566918 + Penalty 2919.984720 = -927625.582198
  nChanged 384
		SP:Iteration 7Q (183533.380000 sec): 3 clusters
  Score: Raw -930761.142383 + Penalty 2919.984720 = -927841.157663
  nChanged 376
		SP:Iteration 8Q (183533.510000 sec): 3 clusters
  Score: Raw -930957.693645 + Penalty 2919.984720 = -928037.708925
  nChanged 325
		SP:Iteration 9Q (183533.640000 sec): 3 clusters
  Score: Raw -931125.238920 + Penalty 2919.984720 = -928205.254199
  nChanged 246
		SP:Iteration 10Q (183533.780000 sec): 3 clusters
  Score: Raw -931238.239007 + Penalty 2919.984720 = -928318.254287
  nChanged 225
		SP:Iteration 11Q (183533.920000 sec): 3 clusters
  Score: Raw -931339.120695 + Penalty 2919.984720 = -928419.135975
  nChanged 185
		SP:Iteration 12Q (183534.050000 sec): 3 clusters
  Score: Raw -931427.706068 + Penalty 2919.984720 = -928507.721348
  nChanged 172
		SP:Iteration 13Q (183534.190000 sec): 3 clusters
  Score: Raw -931504.679477 + Penalty 2919.984720 = -928584.694757
  nChanged 130
		SP:Iteration 14Q (183534.330000 sec): 3 clusters
  Score: Raw -931554.056933 + Penalty 2919.984720 = -928634.072213
  nChanged 106
		SP:Iteration 15Q (183534.460000 sec): 3 clusters
  Score: Raw -931592.278394 + Penalty 2919.984720 = -928672.293674
  nChanged 93
		SP:Iteration 16Q (183534.600000 sec): 3 clusters
  Score: Raw -931625.520129 + Penalty 2919.984720 = -928705.535409
  nChanged 92
		SP:Iteration 17Q (183534.730000 sec): 3 clusters
  Score: Raw -931663.973834 + Penalty 2919.984720 = -928743.989114
  nChanged 88
		SP:Iteration 18Q (183534.860000 sec): 3 clusters
  Score: Raw -931705.371835 + Penalty 2919.984720 = -928785.387115
  nChanged 87
		SP:Iteration 19Q (183534.980000 sec): 3 clusters
  Score: Raw -931754.151005 + Penalty 2919.984720 = -928834.166285
  nChanged 98
		SP:Iteration 20F (183535.110000 sec): 3 clusters
  Score: Raw -931819.511719 + Penalty 2919.984720 = -928899.526999
  nChanged 115
		SP:Iteration 21Q (183535.240000 sec): 3 clusters
  Score: Raw -931887.974392 + Penalty 2919.984720 = -928967.989672
  nChanged 106
		SP:Iteration 22Q (183535.380000 sec): 3 clusters
  Score: Raw -931962.988501 + Penalty 2919.984720 = -929043.003781
  nChanged 119
		SP:Iteration 23Q (183535.510000 sec): 3 clusters
  Score: Raw -932078.804990 + Penalty 2919.984720 = -929158.820270
  nChanged 149
		SP:Iteration 24Q (183535.650000 sec): 3 clusters
  Score: Raw -932221.597000 + Penalty 2919.984720 = -929301.612280
  nChanged 150
		SP:Iteration 25Q (183535.780000 sec): 3 clusters
  Score: Raw -932339.264485 + Penalty 2919.984720 = -929419.279765
  nChanged 129
		SP:Iteration 26Q (183535.910000 sec): 3 clusters
  Score: Raw -932455.372494 + Penalty 2919.984720 = -929535.387774
  nChanged 117
		SP:Iteration 27Q (183536.040000 sec): 3 clusters
  Score: Raw -932566.544339 + Penalty 2919.984720 = -929646.559619
  nChanged 115
		SP:Iteration 28Q (183536.170000 sec): 3 clusters
  Score: Raw -932694.276339 + Penalty 2919.984720 = -929774.291619
  nChanged 91
		SP:Iteration 29Q (183536.300000 sec): 3 clusters
  Score: Raw -932778.107787 + Penalty 2919.984720 = -929858.123067
  nChanged 69
		SP:Iteration 30Q (183536.430000 sec): 3 clusters
  Score: Raw -932836.254828 + Penalty 2919.984720 = -929916.270108
  nChanged 42
		SP:Iteration 31Q (183536.570000 sec): 3 clusters
  Score: Raw -932866.377296 + Penalty 2919.984720 = -929946.392576
  nChanged 45
		SP:Iteration 32Q (183536.700000 sec): 3 clusters
  Score: Raw -932884.889992 + Penalty 2919.984720 = -929964.905272
  nChanged 24
		SP:Iteration 33Q (183536.820000 sec): 3 clusters
  Score: Raw -932895.630765 + Penalty 2919.984720 = -929975.646045
  nChanged 19
		SP:Iteration 34Q (183536.940000 sec): 3 clusters
  Score: Raw -932903.679772 + Penalty 2919.984720 = -929983.695052
  nChanged 11
		SP:Iteration 35Q (183537.060000 sec): 3 clusters
  Score: Raw -932908.293437 + Penalty 2919.984720 = -929988.308717
  nChanged 12
		SP:Iteration 36Q (183537.180000 sec): 3 clusters
  Score: Raw -932911.740603 + Penalty 2919.984720 = -929991.755883
  nChanged 4
		SP:Iteration 37Q (183537.300000 sec): 3 clusters
  Score: Raw -932912.856407 + Penalty 2919.984720 = -929992.871686
  nChanged 4
		SP:Iteration 38Q (183537.420000 sec): 3 clusters
  Score: Raw -932913.457168 + Penalty 2919.984720 = -929993.472448
  nChanged 0
		SP:Iteration 39F (183537.590000 sec): 3 clusters
  Score: Raw -932913.457168 + Penalty 2919.984720 = -929993.472448
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 29 (21702 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183537.810000 sec): 2 clusters
  Score: Raw -2505818.057836 + Penalty 1622.588451 = -2504195.469385
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183538.070000 sec): 3 clusters
  Score: Raw -2492714.415683 + Penalty 3245.176903 = -2489469.238780
  nChanged 9831
		SP:Iteration 1F (183538.320000 sec): 3 clusters
  Score: Raw -2498026.436043 + Penalty 3245.176903 = -2494781.259140
  nChanged 1241
		SP:Iteration 2F (183538.590000 sec): 3 clusters
  Score: Raw -2498595.000438 + Penalty 3245.176903 = -2495349.823535
  nChanged 1217
		SP:Iteration 3F (183538.870000 sec): 3 clusters
  Score: Raw -2499236.725623 + Penalty 3245.176903 = -2495991.548720
  nChanged 1286
		SP:Iteration 4F (183539.150000 sec): 3 clusters
  Score: Raw -2500056.078094 + Penalty 3245.176903 = -2496810.901191
  nChanged 1470
		SP:Iteration 5F (183539.420000 sec): 3 clusters
  Score: Raw -2501131.700963 + Penalty 3245.176903 = -2497886.524060
  nChanged 1582
		SP:Iteration 6F (183539.690000 sec): 3 clusters
  Score: Raw -2502260.151735 + Penalty 3245.176903 = -2499014.974833
  nChanged 1407
		SP:Iteration 7F (183539.970000 sec): 3 clusters
  Score: Raw -2503123.701787 + Penalty 3245.176903 = -2499878.524884
  nChanged 1097
		SP:Iteration 8F (183540.230000 sec): 3 clusters
  Score: Raw -2503648.877875 + Penalty 3245.176903 = -2500403.700972
  nChanged 802
		SP:Iteration 9Q (183540.470000 sec): 3 clusters
  Score: Raw -2503975.142208 + Penalty 3245.176903 = -2500729.965305
  nChanged 617
		SP:Iteration 10Q (183540.720000 sec): 3 clusters
  Score: Raw -2504186.371415 + Penalty 3245.176903 = -2500941.194512
  nChanged 460
		SP:Iteration 11Q (183540.960000 sec): 3 clusters
  Score: Raw -2504314.092868 + Penalty 3245.176903 = -2501068.915965
  nChanged 365
		SP:Iteration 12Q (183541.240000 sec): 3 clusters
  Score: Raw -2504391.756053 + Penalty 3245.176903 = -2501146.579150
  nChanged 261
		SP:Iteration 13Q (183541.520000 sec): 3 clusters
  Score: Raw -2504433.760945 + Penalty 3245.176903 = -2501188.584042
  nChanged 195
		SP:Iteration 14Q (183541.800000 sec): 3 clusters
  Score: Raw -2504462.057588 + Penalty 3245.176903 = -2501216.880685
  nChanged 139
		SP:Iteration 15Q (183542.070000 sec): 3 clusters
  Score: Raw -2504477.138010 + Penalty 3245.176903 = -2501231.961107
  nChanged 110
		SP:Iteration 16Q (183542.350000 sec): 3 clusters
  Score: Raw -2504487.059359 + Penalty 3245.176903 = -2501241.882456
  nChanged 72
		SP:Iteration 17Q (183542.620000 sec): 3 clusters
  Score: Raw -2504493.016667 + Penalty 3245.176903 = -2501247.839764
  nChanged 49
		SP:Iteration 18Q (183542.900000 sec): 3 clusters
  Score: Raw -2504496.747676 + Penalty 3245.176903 = -2501251.570773
  nChanged 43
		SP:Iteration 19Q (183543.170000 sec): 3 clusters
  Score: Raw -2504499.527348 + Penalty 3245.176903 = -2501254.350445
  nChanged 21
		SP:Iteration 20F (183543.450000 sec): 3 clusters
  Score: Raw -2504500.634013 + Penalty 3245.176903 = -2501255.457111
  nChanged 16
		SP:Iteration 21Q (183543.720000 sec): 3 clusters
  Score: Raw -2504501.344791 + Penalty 3245.176903 = -2501256.167888
  nChanged 16
		SP:Iteration 22Q (183543.960000 sec): 3 clusters
  Score: Raw -2504502.367619 + Penalty 3245.176903 = -2501257.190716
  nChanged 17
		SP:Iteration 23Q (183544.200000 sec): 3 clusters
  Score: Raw -2504503.238356 + Penalty 3245.176903 = -2501258.061453
  nChanged 11
		SP:Iteration 24Q (183544.440000 sec): 3 clusters
  Score: Raw -2504503.742097 + Penalty 3245.176903 = -2501258.565194
  nChanged 10
		SP:Iteration 25Q (183544.730000 sec): 3 clusters
  Score: Raw -2504504.215174 + Penalty 3245.176903 = -2501259.038272
  nChanged 11
		SP:Iteration 26Q (183544.970000 sec): 3 clusters
  Score: Raw -2504504.646493 + Penalty 3245.176903 = -2501259.469590
  nChanged 8
		SP:Iteration 27Q (183545.230000 sec): 3 clusters
  Score: Raw -2504505.056437 + Penalty 3245.176903 = -2501259.879535
  nChanged 10
		SP:Iteration 28Q (183545.500000 sec): 3 clusters
  Score: Raw -2504505.564519 + Penalty 3245.176903 = -2501260.387616
  nChanged 4
		SP:Iteration 29Q (183545.740000 sec): 3 clusters
  Score: Raw -2504505.769631 + Penalty 3245.176903 = -2501260.592729
  nChanged 5
		SP:Iteration 30Q (183545.980000 sec): 3 clusters
  Score: Raw -2504506.131492 + Penalty 3245.176903 = -2501260.954589
  nChanged 4
		SP:Iteration 31Q (183546.220000 sec): 3 clusters
  Score: Raw -2504506.317535 + Penalty 3245.176903 = -2501261.140632
  nChanged 1
		SP:Iteration 32Q (183546.500000 sec): 3 clusters
  Score: Raw -2504506.413081 + Penalty 3245.176903 = -2501261.236179
  nChanged 3
		SP:Iteration 33Q (183546.770000 sec): 3 clusters
  Score: Raw -2504506.510891 + Penalty 3245.176903 = -2501261.333988
  nChanged 3
		SP:Iteration 34Q (183547.040000 sec): 3 clusters
  Score: Raw -2504506.614325 + Penalty 3245.176903 = -2501261.437422
  nChanged 2
		SP:Iteration 35Q (183547.310000 sec): 3 clusters
  Score: Raw -2504506.671411 + Penalty 3245.176903 = -2501261.494508
  nChanged 2
		SP:Iteration 36Q (183547.550000 sec): 3 clusters
  Score: Raw -2504506.702587 + Penalty 3245.176903 = -2501261.525684
  nChanged 0
		SP:Iteration 37F (183547.790000 sec): 3 clusters
  Score: Raw -2504506.702587 + Penalty 3245.176903 = -2501261.525684
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 30 (38621 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183548.050000 sec): 2 clusters
  Score: Raw -4857841.898815 + Penalty 1716.252110 = -4856125.646704
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183548.470000 sec): 3 clusters
  Score: Raw -4833675.889379 + Penalty 3432.504221 = -4830243.385158
  nChanged 17963
		SP:Iteration 1F (183548.900000 sec): 3 clusters
  Score: Raw -4843966.658717 + Penalty 3432.504221 = -4840534.154496
  nChanged 1667
		SP:Iteration 2Q (183549.300000 sec): 3 clusters
  Score: Raw -4844479.365511 + Penalty 3432.504221 = -4841046.861290
  nChanged 1707
		SP:Iteration 3Q (183549.700000 sec): 3 clusters
  Score: Raw -4845066.362920 + Penalty 3432.504221 = -4841633.858699
  nChanged 1839
		SP:Iteration 4Q (183550.100000 sec): 3 clusters
  Score: Raw -4845827.032276 + Penalty 3432.504221 = -4842394.528055
  nChanged 2050
		SP:Iteration 5F (183550.530000 sec): 3 clusters
  Score: Raw -4846794.148531 + Penalty 3432.504221 = -4843361.644310
  nChanged 2282
		SP:Iteration 6F (183550.940000 sec): 3 clusters
  Score: Raw -4847995.477359 + Penalty 3432.504221 = -4844562.973138
  nChanged 2373
		SP:Iteration 7F (183551.340000 sec): 3 clusters
  Score: Raw -4849352.201451 + Penalty 3432.504221 = -4845919.697230
  nChanged 2267
		SP:Iteration 8F (183551.770000 sec): 3 clusters
  Score: Raw -4850599.723121 + Penalty 3432.504221 = -4847167.218900
  nChanged 2034
		SP:Iteration 9F (183552.170000 sec): 3 clusters
  Score: Raw -4851693.194987 + Penalty 3432.504221 = -4848260.690766
  nChanged 1775
		SP:Iteration 10Q (183552.580000 sec): 3 clusters
  Score: Raw -4852636.308775 + Penalty 3432.504221 = -4849203.804554
  nChanged 1531
		SP:Iteration 11Q (183553.000000 sec): 3 clusters
  Score: Raw -4853491.661764 + Penalty 3432.504221 = -4850059.157543
  nChanged 1367
		SP:Iteration 12Q (183553.410000 sec): 3 clusters
  Score: Raw -4854325.188768 + Penalty 3432.504221 = -4850892.684547
  nChanged 1287
		SP:Iteration 13Q (183553.830000 sec): 3 clusters
  Score: Raw -4855226.350722 + Penalty 3432.504221 = -4851793.846501
  nChanged 1099
		SP:Iteration 14Q (183554.240000 sec): 3 clusters
  Score: Raw -4856048.444855 + Penalty 3432.504221 = -4852615.940634
  nChanged 903
		SP:Iteration 15Q (183554.660000 sec): 3 clusters
  Score: Raw -4856753.021452 + Penalty 3432.504221 = -4853320.517231
  nChanged 623
		SP:Iteration 16Q (183555.060000 sec): 3 clusters
  Score: Raw -4857241.284399 + Penalty 3432.504221 = -4853808.780178
  nChanged 412
		SP:Iteration 17Q (183555.460000 sec): 3 clusters
  Score: Raw -4857556.195587 + Penalty 3432.504221 = -4854123.691366
  nChanged 248
		SP:Iteration 18Q (183555.860000 sec): 3 clusters
  Score: Raw -4857752.396623 + Penalty 3432.504221 = -4854319.892402
  nChanged 125
		SP:Iteration 19Q (183556.270000 sec): 3 clusters
  Score: Raw -4857861.900880 + Penalty 3432.504221 = -4854429.396659
  nChanged 79
		SP:Iteration 20F (183556.720000 sec): 3 clusters
  Score: Raw -4857936.227587 + Penalty 3432.504221 = -4854503.723366
  nChanged 45
		SP:Iteration 21Q (183557.120000 sec): 3 clusters
  Score: Raw -4857977.170459 + Penalty 3432.504221 = -4854544.666238
  nChanged 29
		SP:Iteration 22Q (183557.530000 sec): 3 clusters
  Score: Raw -4858008.877887 + Penalty 3432.504221 = -4854576.373666
  nChanged 27
		SP:Iteration 23Q (183557.940000 sec): 3 clusters
  Score: Raw -4858032.157044 + Penalty 3432.504221 = -4854599.652823
  nChanged 9
		SP:Iteration 24Q (183558.360000 sec): 3 clusters
  Score: Raw -4858040.465971 + Penalty 3432.504221 = -4854607.961750
  nChanged 8
		SP:Iteration 25Q (183558.780000 sec): 3 clusters
  Score: Raw -4858047.198587 + Penalty 3432.504221 = -4854614.694366
  nChanged 5
		SP:Iteration 26Q (183559.190000 sec): 3 clusters
  Score: Raw -4858052.542963 + Penalty 3432.504221 = -4854620.038742
  nChanged 4
		SP:Iteration 27Q (183559.600000 sec): 3 clusters
  Score: Raw -4858055.268920 + Penalty 3432.504221 = -4854622.764699
  nChanged 4
		SP:Iteration 28Q (183559.970000 sec): 3 clusters
  Score: Raw -4858059.091688 + Penalty 3432.504221 = -4854626.587467
  nChanged 5
		SP:Iteration 29Q (183560.360000 sec): 3 clusters
  Score: Raw -4858063.516862 + Penalty 3432.504221 = -4854631.012641
  nChanged 4
		SP:Iteration 30Q (183560.740000 sec): 3 clusters
  Score: Raw -4858067.523846 + Penalty 3432.504221 = -4854635.019625
  nChanged 6
		SP:Iteration 31Q (183561.160000 sec): 3 clusters
  Score: Raw -4858073.836767 + Penalty 3432.504221 = -4854641.332546
  nChanged 6
		SP:Iteration 32Q (183561.560000 sec): 3 clusters
  Score: Raw -4858079.533493 + Penalty 3432.504221 = -4854647.029272
  nChanged 5
		SP:Iteration 33Q (183561.970000 sec): 3 clusters
  Score: Raw -4858083.549344 + Penalty 3432.504221 = -4854651.045123
  nChanged 4
		SP:Iteration 34Q (183562.340000 sec): 3 clusters
  Score: Raw -4858087.221461 + Penalty 3432.504221 = -4854654.717240
  nChanged 1
		SP:Iteration 35Q (183562.730000 sec): 3 clusters
  Score: Raw -4858087.988540 + Penalty 3432.504221 = -4854655.484319
  nChanged 1
		SP:Iteration 36Q (183563.120000 sec): 3 clusters
  Score: Raw -4858089.202833 + Penalty 3432.504221 = -4854656.698612
  nChanged 2
		SP:Iteration 37Q (183563.530000 sec): 3 clusters
  Score: Raw -4858091.707151 + Penalty 3432.504221 = -4854659.202930
  nChanged 4
		SP:Iteration 38Q (183563.940000 sec): 3 clusters
  Score: Raw -4858097.143672 + Penalty 3432.504221 = -4854664.639451
  nChanged 6
		SP:Iteration 39Q (183564.350000 sec): 3 clusters
  Score: Raw -4858105.972219 + Penalty 3432.504221 = -4854673.467998
  nChanged 4
		SP:Iteration 40F (183564.800000 sec): 3 clusters
  Score: Raw -4858109.933113 + Penalty 3432.504221 = -4854677.428892
  nChanged 3
		SP:Iteration 41Q (183565.210000 sec): 3 clusters
  Score: Raw -4858112.248833 + Penalty 3432.504221 = -4854679.744612
  nChanged 2
		SP:Iteration 42Q (183565.620000 sec): 3 clusters
  Score: Raw -4858113.234977 + Penalty 3432.504221 = -4854680.730756
  nChanged 0
		SP:Iteration 43F (183566.070000 sec): 3 clusters
  Score: Raw -4858113.234977 + Penalty 3432.504221 = -4854680.730756
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 31 (13697 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183566.270000 sec): 2 clusters
  Score: Raw -1678671.426041 + Penalty 1547.801468 = -1677123.624573
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183566.470000 sec): 3 clusters
  Score: Raw -1670564.824757 + Penalty 3095.602936 = -1667469.221821
  nChanged 6106
		SP:Iteration 1F (183566.640000 sec): 3 clusters
  Score: Raw -1674088.625542 + Penalty 3095.602936 = -1670993.022607
  nChanged 831
		SP:Iteration 2F (183566.840000 sec): 3 clusters
  Score: Raw -1674490.085291 + Penalty 3095.602936 = -1671394.482356
  nChanged 762
		SP:Iteration 3F (183567.030000 sec): 3 clusters
  Score: Raw -1674903.105629 + Penalty 3095.602936 = -1671807.502693
  nChanged 774
		SP:Iteration 4F (183567.210000 sec): 3 clusters
  Score: Raw -1675311.377172 + Penalty 3095.602936 = -1672215.774237
  nChanged 765
		SP:Iteration 5F (183567.430000 sec): 3 clusters
  Score: Raw -1675729.088457 + Penalty 3095.602936 = -1672633.485521
  nChanged 742
		SP:Iteration 6F (183567.640000 sec): 3 clusters
  Score: Raw -1676130.765457 + Penalty 3095.602936 = -1673035.162521
  nChanged 683
		SP:Iteration 7Q (183567.850000 sec): 3 clusters
  Score: Raw -1676488.375641 + Penalty 3095.602936 = -1673392.772706
  nChanged 589
		SP:Iteration 8Q (183568.070000 sec): 3 clusters
  Score: Raw -1676785.716268 + Penalty 3095.602936 = -1673690.113333
  nChanged 533
		SP:Iteration 9Q (183568.240000 sec): 3 clusters
  Score: Raw -1677048.460660 + Penalty 3095.602936 = -1673952.857724
  nChanged 499
		SP:Iteration 10Q (183568.420000 sec): 3 clusters
  Score: Raw -1677290.486586 + Penalty 3095.602936 = -1674194.883650
  nChanged 439
		SP:Iteration 11Q (183568.600000 sec): 3 clusters
  Score: Raw -1677501.263461 + Penalty 3095.602936 = -1674405.660525
  nChanged 400
		SP:Iteration 12Q (183568.810000 sec): 3 clusters
  Score: Raw -1677712.113300 + Penalty 3095.602936 = -1674616.510364
  nChanged 376
		SP:Iteration 13Q (183569.020000 sec): 3 clusters
  Score: Raw -1677926.453777 + Penalty 3095.602936 = -1674830.850841
  nChanged 342
		SP:Iteration 14Q (183569.230000 sec): 3 clusters
  Score: Raw -1678125.360684 + Penalty 3095.602936 = -1675029.757748
  nChanged 289
		SP:Iteration 15Q (183569.440000 sec): 3 clusters
  Score: Raw -1678305.092852 + Penalty 3095.602936 = -1675209.489916
  nChanged 243
		SP:Iteration 16Q (183569.640000 sec): 3 clusters
  Score: Raw -1678460.629781 + Penalty 3095.602936 = -1675365.026845
  nChanged 168
		SP:Iteration 17Q (183569.820000 sec): 3 clusters
  Score: Raw -1678564.158910 + Penalty 3095.602936 = -1675468.555975
  nChanged 110
		SP:Iteration 18Q (183569.990000 sec): 3 clusters
  Score: Raw -1678644.476669 + Penalty 3095.602936 = -1675548.873734
  nChanged 91
		SP:Iteration 19Q (183570.190000 sec): 3 clusters
  Score: Raw -1678712.754190 + Penalty 3095.602936 = -1675617.151254
  nChanged 70
		SP:Iteration 20F (183570.410000 sec): 3 clusters
  Score: Raw -1678764.587034 + Penalty 3095.602936 = -1675668.984098
  nChanged 55
		SP:Iteration 21Q (183570.580000 sec): 3 clusters
  Score: Raw -1678801.352817 + Penalty 3095.602936 = -1675705.749882
  nChanged 31
		SP:Iteration 22Q (183570.750000 sec): 3 clusters
  Score: Raw -1678829.238998 + Penalty 3095.602936 = -1675733.636063
  nChanged 30
		SP:Iteration 23Q (183570.940000 sec): 3 clusters
  Score: Raw -1678854.962013 + Penalty 3095.602936 = -1675759.359077
  nChanged 23
		SP:Iteration 24Q (183571.140000 sec): 3 clusters
  Score: Raw -1678872.759801 + Penalty 3095.602936 = -1675777.156865
  nChanged 18
		SP:Iteration 25Q (183571.310000 sec): 3 clusters
  Score: Raw -1678886.314964 + Penalty 3095.602936 = -1675790.712028
  nChanged 14
		SP:Iteration 26Q (183571.480000 sec): 3 clusters
  Score: Raw -1678901.451121 + Penalty 3095.602936 = -1675805.848186
  nChanged 19
		SP:Iteration 27Q (183571.670000 sec): 3 clusters
  Score: Raw -1678917.757072 + Penalty 3095.602936 = -1675822.154136
  nChanged 16
		SP:Iteration 28Q (183571.850000 sec): 3 clusters
  Score: Raw -1678931.787361 + Penalty 3095.602936 = -1675836.184426
  nChanged 10
		SP:Iteration 29Q (183572.030000 sec): 3 clusters
  Score: Raw -1678941.792903 + Penalty 3095.602936 = -1675846.189967
  nChanged 9
		SP:Iteration 30Q (183572.220000 sec): 3 clusters
  Score: Raw -1678950.805880 + Penalty 3095.602936 = -1675855.202945
  nChanged 6
		SP:Iteration 31Q (183572.420000 sec): 3 clusters
  Score: Raw -1678954.851928 + Penalty 3095.602936 = -1675859.248993
  nChanged 2
		SP:Iteration 32Q (183572.590000 sec): 3 clusters
  Score: Raw -1678955.741996 + Penalty 3095.602936 = -1675860.139060
  nChanged 1
		SP:Iteration 33Q (183572.760000 sec): 3 clusters
  Score: Raw -1678956.707852 + Penalty 3095.602936 = -1675861.104916
  nChanged 1
		SP:Iteration 34Q (183572.950000 sec): 3 clusters
  Score: Raw -1678958.160576 + Penalty 3095.602936 = -1675862.557640
  nChanged 2
		SP:Iteration 35Q (183573.130000 sec): 3 clusters
  Score: Raw -1678959.451630 + Penalty 3095.602936 = -1675863.848694
  nChanged 3
		SP:Iteration 36Q (183573.300000 sec): 3 clusters
  Score: Raw -1678960.887573 + Penalty 3095.602936 = -1675865.284638
  nChanged 1
		SP:Iteration 37Q (183573.490000 sec): 3 clusters
  Score: Raw -1678961.488129 + Penalty 3095.602936 = -1675865.885193
  nChanged 1
		SP:Iteration 38Q (183573.690000 sec): 3 clusters
  Score: Raw -1678962.066953 + Penalty 3095.602936 = -1675866.464017
  nChanged 1
		SP:Iteration 39Q (183573.860000 sec): 3 clusters
  Score: Raw -1678962.798858 + Penalty 3095.602936 = -1675867.195923
  nChanged 0
		SP:Iteration 40F (183574.050000 sec): 3 clusters
  Score: Raw -1678962.798858 + Penalty 3095.602936 = -1675867.195923
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 32 (6094 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183574.170000 sec): 2 clusters
  Score: Raw -789205.096076 + Penalty 1416.197243 = -787788.898832
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183574.270000 sec): 3 clusters
  Score: Raw -785916.754003 + Penalty 2832.394487 = -783084.359516
  nChanged 2514
		SP:Iteration 1F (183574.370000 sec): 3 clusters
  Score: Raw -787249.111378 + Penalty 2832.394487 = -784416.716891
  nChanged 399
		SP:Iteration 2F (183574.470000 sec): 3 clusters
  Score: Raw -787417.342545 + Penalty 2832.394487 = -784584.948058
  nChanged 297
		SP:Iteration 3Q (183574.570000 sec): 3 clusters
  Score: Raw -787544.801354 + Penalty 2832.394487 = -784712.406867
  nChanged 240
		SP:Iteration 4Q (183574.670000 sec): 3 clusters
  Score: Raw -787633.470522 + Penalty 2832.394487 = -784801.076036
  nChanged 183
		SP:Iteration 5Q (183574.770000 sec): 3 clusters
  Score: Raw -787694.367125 + Penalty 2832.394487 = -784861.972639
  nChanged 149
		SP:Iteration 6Q (183574.870000 sec): 3 clusters
  Score: Raw -787749.363156 + Penalty 2832.394487 = -784916.968669
  nChanged 149
		SP:Iteration 7Q (183574.970000 sec): 3 clusters
  Score: Raw -787808.456910 + Penalty 2832.394487 = -784976.062423
  nChanged 149
		SP:Iteration 8Q (183575.070000 sec): 3 clusters
  Score: Raw -787868.901871 + Penalty 2832.394487 = -785036.507384
  nChanged 157
		SP:Iteration 9Q (183575.170000 sec): 3 clusters
  Score: Raw -787934.693490 + Penalty 2832.394487 = -785102.299003
  nChanged 167
		SP:Iteration 10Q (183575.270000 sec): 3 clusters
  Score: Raw -788022.589409 + Penalty 2832.394487 = -785190.194922
  nChanged 210
		SP:Iteration 11Q (183575.370000 sec): 3 clusters
  Score: Raw -788149.768792 + Penalty 2832.394487 = -785317.374305
  nChanged 237
		SP:Iteration 12Q (183575.470000 sec): 3 clusters
  Score: Raw -788297.256073 + Penalty 2832.394487 = -785464.861586
  nChanged 205
		SP:Iteration 13Q (183575.570000 sec): 3 clusters
  Score: Raw -788429.197781 + Penalty 2832.394487 = -785596.803294
  nChanged 205
		SP:Iteration 14Q (183575.660000 sec): 3 clusters
  Score: Raw -788578.382371 + Penalty 2832.394487 = -785745.987884
  nChanged 209
		SP:Iteration 15Q (183575.760000 sec): 3 clusters
  Score: Raw -788746.576770 + Penalty 2832.394487 = -785914.182283
  nChanged 196
		SP:Iteration 16Q (183575.860000 sec): 3 clusters
  Score: Raw -788907.971917 + Penalty 2832.394487 = -786075.577431
  nChanged 158
		SP:Iteration 17Q (183575.950000 sec): 3 clusters
  Score: Raw -789032.277168 + Penalty 2832.394487 = -786199.882681
  nChanged 118
		SP:Iteration 18Q (183576.050000 sec): 3 clusters
  Score: Raw -789126.994247 + Penalty 2832.394487 = -786294.599760
  nChanged 92
		SP:Iteration 19Q (183576.150000 sec): 3 clusters
  Score: Raw -789215.457509 + Penalty 2832.394487 = -786383.063022
  nChanged 62
		SP:Iteration 20F (183576.250000 sec): 3 clusters
  Score: Raw -789274.288751 + Penalty 2832.394487 = -786441.894264
  nChanged 36
		SP:Iteration 21Q (183576.340000 sec): 3 clusters
  Score: Raw -789308.491446 + Penalty 2832.394487 = -786476.096959
  nChanged 20
		SP:Iteration 22Q (183576.430000 sec): 3 clusters
  Score: Raw -789332.746488 + Penalty 2832.394487 = -786500.352001
  nChanged 18
		SP:Iteration 23Q (183576.520000 sec): 3 clusters
  Score: Raw -789350.319983 + Penalty 2832.394487 = -786517.925496
  nChanged 10
		SP:Iteration 24Q (183576.610000 sec): 3 clusters
  Score: Raw -789361.773528 + Penalty 2832.394487 = -786529.379041
  nChanged 8
		SP:Iteration 25Q (183576.710000 sec): 3 clusters
  Score: Raw -789367.801177 + Penalty 2832.394487 = -786535.406690
  nChanged 6
		SP:Iteration 26Q (183576.800000 sec): 3 clusters
  Score: Raw -789372.555672 + Penalty 2832.394487 = -786540.161185
  nChanged 6
		SP:Iteration 27Q (183576.890000 sec): 3 clusters
  Score: Raw -789377.397643 + Penalty 2832.394487 = -786545.003156
  nChanged 1
		SP:Iteration 28Q (183576.980000 sec): 3 clusters
  Score: Raw -789378.392540 + Penalty 2832.394487 = -786545.998053
  nChanged 1
		SP:Iteration 29Q (183577.070000 sec): 3 clusters
  Score: Raw -789379.174553 + Penalty 2832.394487 = -786546.780066
  nChanged 0
		SP:Iteration 30F (183577.170000 sec): 3 clusters
  Score: Raw -789379.174553 + Penalty 2832.394487 = -786546.780066
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 33 (956 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183577.230000 sec): 2 clusters
  Score: Raw -107274.291685 + Penalty 1115.198161 = -106159.093524
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183577.250000 sec): 3 clusters
  Score: Raw -106991.770547 + Penalty 2230.396322 = -104761.374226
  nChanged 266
		SP:Iteration 1F (183577.270000 sec): 3 clusters
  Score: Raw -107316.516139 + Penalty 2230.396322 = -105086.119817
  nChanged 88
		SP:Iteration 2F (183577.290000 sec): 3 clusters
  Score: Raw -107467.804037 + Penalty 2230.396322 = -105237.407716
  nChanged 77
		SP:Iteration 3F (183577.310000 sec): 3 clusters
  Score: Raw -107585.273656 + Penalty 2230.396322 = -105354.877334
  nChanged 51
		SP:Iteration 4F (183577.330000 sec): 3 clusters
  Score: Raw -107670.447176 + Penalty 2230.396322 = -105440.050854
  nChanged 32
		SP:Iteration 5Q (183577.340000 sec): 3 clusters
  Score: Raw -107717.110362 + Penalty 2230.396322 = -105486.714040
  nChanged 21
		SP:Iteration 6Q (183577.360000 sec): 3 clusters
  Score: Raw -107748.009460 + Penalty 2230.396322 = -105517.613138
  nChanged 16
		SP:Iteration 7Q (183577.380000 sec): 3 clusters
  Score: Raw -107766.969465 + Penalty 2230.396322 = -105536.573143
  nChanged 10
		SP:Iteration 8Q (183577.400000 sec): 3 clusters
  Score: Raw -107781.398225 + Penalty 2230.396322 = -105551.001903
  nChanged 14
		SP:Iteration 9Q (183577.410000 sec): 3 clusters
  Score: Raw -107808.261640 + Penalty 2230.396322 = -105577.865318
  nChanged 12
		SP:Iteration 10Q (183577.430000 sec): 3 clusters
  Score: Raw -107823.071367 + Penalty 2230.396322 = -105592.675045
  nChanged 7
		SP:Iteration 11Q (183577.450000 sec): 3 clusters
  Score: Raw -107830.408600 + Penalty 2230.396322 = -105600.012278
  nChanged 9
		SP:Iteration 12Q (183577.470000 sec): 3 clusters
  Score: Raw -107839.112693 + Penalty 2230.396322 = -105608.716371
  nChanged 8
		SP:Iteration 13Q (183577.490000 sec): 3 clusters
  Score: Raw -107849.754740 + Penalty 2230.396322 = -105619.358418
  nChanged 12
		SP:Iteration 14Q (183577.500000 sec): 3 clusters
  Score: Raw -107863.273723 + Penalty 2230.396322 = -105632.877401
  nChanged 9
		SP:Iteration 15Q (183577.520000 sec): 3 clusters
  Score: Raw -107876.396787 + Penalty 2230.396322 = -105646.000465
  nChanged 11
		SP:Iteration 16Q (183577.540000 sec): 3 clusters
  Score: Raw -107892.835166 + Penalty 2230.396322 = -105662.438844
  nChanged 13
		SP:Iteration 17Q (183577.560000 sec): 3 clusters
  Score: Raw -107917.186896 + Penalty 2230.396322 = -105686.790574
  nChanged 17
		SP:Iteration 18Q (183577.570000 sec): 3 clusters
  Score: Raw -107945.812027 + Penalty 2230.396322 = -105715.415706
  nChanged 15
		SP:Iteration 19Q (183577.590000 sec): 3 clusters
  Score: Raw -107972.635386 + Penalty 2230.396322 = -105742.239064
  nChanged 22
		SP:Iteration 20F (183577.610000 sec): 3 clusters
  Score: Raw -108013.734907 + Penalty 2230.396322 = -105783.338585
  nChanged 20
		SP:Iteration 21Q (183577.630000 sec): 3 clusters
  Score: Raw -108045.863044 + Penalty 2230.396322 = -105815.466722
  nChanged 18
		SP:Iteration 22Q (183577.650000 sec): 3 clusters
  Score: Raw -108091.709098 + Penalty 2230.396322 = -105861.312776
  nChanged 19
		SP:Iteration 23Q (183577.660000 sec): 3 clusters
  Score: Raw -108145.479995 + Penalty 2230.396322 = -105915.083673
  nChanged 14
		SP:Iteration 24Q (183577.680000 sec): 3 clusters
  Score: Raw -108172.323815 + Penalty 2230.396322 = -105941.927493
  nChanged 10
		SP:Iteration 25Q (183577.700000 sec): 3 clusters
  Score: Raw -108192.371930 + Penalty 2230.396322 = -105961.975608
  nChanged 9
		SP:Iteration 26Q (183577.710000 sec): 3 clusters
  Score: Raw -108221.464377 + Penalty 2230.396322 = -105991.068055
  nChanged 10
		SP:Iteration 27Q (183577.730000 sec): 3 clusters
  Score: Raw -108257.373761 + Penalty 2230.396322 = -106026.977439
  nChanged 8
		SP:Iteration 28Q (183577.750000 sec): 3 clusters
  Score: Raw -108286.688139 + Penalty 2230.396322 = -106056.291817
  nChanged 10
		SP:Iteration 29Q (183577.770000 sec): 3 clusters
  Score: Raw -108341.011267 + Penalty 2230.396322 = -106110.614945
  nChanged 9
		SP:Iteration 30Q (183577.790000 sec): 3 clusters
  Score: Raw -108405.786431 + Penalty 2230.396322 = -106175.390109
  nChanged 11
		SP:Iteration 31Q (183577.800000 sec): 3 clusters
  Score: Raw -108498.283865 + Penalty 2230.396322 = -106267.887544
  nChanged 6
		SP:Iteration 32Q (183577.820000 sec): 3 clusters
  Score: Raw -108533.959662 + Penalty 2230.396322 = -106303.563340
  nChanged 2
		SP:Iteration 33Q (183577.840000 sec): 3 clusters
  Score: Raw -108539.263432 + Penalty 2230.396322 = -106308.867111
  nChanged 1
		SP:Iteration 34Q (183577.850000 sec): 3 clusters
  Score: Raw -108540.158752 + Penalty 2230.396322 = -106309.762430
  nChanged 1
		SP:Iteration 35Q (183577.870000 sec): 3 clusters
  Score: Raw -108544.646136 + Penalty 2230.396322 = -106314.249814
  nChanged 1
		SP:Iteration 36Q (183577.890000 sec): 3 clusters
  Score: Raw -108546.519043 + Penalty 2230.396322 = -106316.122722
  nChanged 0
		SP:Iteration 37F (183577.910000 sec): 3 clusters
  Score: Raw -108553.778777 + Penalty 2230.396322 = -106323.382455
  nChanged 1
		SP:Iteration 38Q (183577.930000 sec): 3 clusters
  Score: Raw -108558.574811 + Penalty 2230.396322 = -106328.178489
  nChanged 0
		SP:Iteration 39F (183577.940000 sec): 3 clusters
  Score: Raw -108558.574811 + Penalty 2230.396322 = -106328.178489
  nChanged 0
  Score: Raw -119145394.051920 + Penalty 265543.287490 = -118879850.764430

Splitting cluster 33 changes total score from -118880805.349980 to -118879850.764430

 So it's not getting split.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 34 (2437 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183950.530000 sec): 2 clusters
  Score: Raw -280281.268889 + Penalty 1267.259996 = -279014.008893
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183950.600000 sec): 3 clusters
  Score: Raw -279224.630332 + Penalty 2534.519992 = -276690.110339
  nChanged 882
		SP:Iteration 1F (183950.650000 sec): 3 clusters
  Score: Raw -279845.787044 + Penalty 2534.519992 = -277311.267051
  nChanged 198
		SP:Iteration 2F (183950.690000 sec): 3 clusters
  Score: Raw -280044.894168 + Penalty 2534.519992 = -277510.374176
  nChanged 157
		SP:Iteration 3F (183950.730000 sec): 3 clusters
  Score: Raw -280162.079175 + Penalty 2534.519992 = -277627.559183
  nChanged 115
		SP:Iteration 4Q (183950.780000 sec): 3 clusters
  Score: Raw -280251.070497 + Penalty 2534.519992 = -277716.550504
  nChanged 113
		SP:Iteration 5Q (183950.820000 sec): 3 clusters
  Score: Raw -280361.935425 + Penalty 2534.519992 = -277827.415433
  nChanged 110
		SP:Iteration 6Q (183950.870000 sec): 3 clusters
  Score: Raw -280450.244763 + Penalty 2534.519992 = -277915.724771
  nChanged 112
		SP:Iteration 7Q (183950.910000 sec): 3 clusters
  Score: Raw -280547.345679 + Penalty 2534.519992 = -278012.825686
  nChanged 85
		SP:Iteration 8Q (183950.960000 sec): 3 clusters
  Score: Raw -280609.692618 + Penalty 2534.519992 = -278075.172626
  nChanged 64
		SP:Iteration 9Q (183951.000000 sec): 3 clusters
  Score: Raw -280660.842625 + Penalty 2534.519992 = -278126.322632
  nChanged 57
		SP:Iteration 10Q (183951.050000 sec): 3 clusters
  Score: Raw -280711.169463 + Penalty 2534.519992 = -278176.649471
  nChanged 63
		SP:Iteration 11Q (183951.090000 sec): 3 clusters
  Score: Raw -280755.815867 + Penalty 2534.519992 = -278221.295875
  nChanged 41
		SP:Iteration 12Q (183951.130000 sec): 3 clusters
  Score: Raw -280784.502707 + Penalty 2534.519992 = -278249.982715
  nChanged 33
		SP:Iteration 13Q (183951.180000 sec): 3 clusters
  Score: Raw -280805.215029 + Penalty 2534.519992 = -278270.695037
  nChanged 23
		SP:Iteration 14Q (183951.220000 sec): 3 clusters
  Score: Raw -280822.429460 + Penalty 2534.519992 = -278287.909467
  nChanged 31
		SP:Iteration 15Q (183951.270000 sec): 3 clusters
  Score: Raw -280846.542882 + Penalty 2534.519992 = -278312.022890
  nChanged 30
		SP:Iteration 16Q (183951.310000 sec): 3 clusters
  Score: Raw -280863.739458 + Penalty 2534.519992 = -278329.219465
  nChanged 26
		SP:Iteration 17Q (183951.350000 sec): 3 clusters
  Score: Raw -280876.744469 + Penalty 2534.519992 = -278342.224476
  nChanged 16
		SP:Iteration 18Q (183951.400000 sec): 3 clusters
  Score: Raw -280887.233272 + Penalty 2534.519992 = -278352.713279
  nChanged 19
		SP:Iteration 19Q (183951.440000 sec): 3 clusters
  Score: Raw -280897.126661 + Penalty 2534.519992 = -278362.606669
  nChanged 12
		SP:Iteration 20F (183951.490000 sec): 3 clusters
  Score: Raw -280904.277940 + Penalty 2534.519992 = -278369.757948
  nChanged 7
		SP:Iteration 21Q (183951.530000 sec): 3 clusters
  Score: Raw -280907.410939 + Penalty 2534.519992 = -278372.890946
  nChanged 5
		SP:Iteration 22Q (183951.570000 sec): 3 clusters
  Score: Raw -280909.037178 + Penalty 2534.519992 = -278374.517185
  nChanged 1
		SP:Iteration 23Q (183951.620000 sec): 3 clusters
  Score: Raw -280909.295558 + Penalty 2534.519992 = -278374.775566
  nChanged 2
		SP:Iteration 24Q (183951.660000 sec): 3 clusters
  Score: Raw -280910.721418 + Penalty 2534.519992 = -278376.201425
  nChanged 2
		SP:Iteration 25Q (183951.710000 sec): 3 clusters
  Score: Raw -280912.180935 + Penalty 2534.519992 = -278377.660943
  nChanged 3
		SP:Iteration 26Q (183951.750000 sec): 3 clusters
  Score: Raw -280913.035786 + Penalty 2534.519992 = -278378.515794
  nChanged 2
		SP:Iteration 27Q (183951.790000 sec): 3 clusters
  Score: Raw -280913.798413 + Penalty 2534.519992 = -278379.278421
  nChanged 1
		SP:Iteration 28Q (183951.830000 sec): 3 clusters
  Score: Raw -280914.005327 + Penalty 2534.519992 = -278379.485334
  nChanged 0
		SP:Iteration 29F (183951.880000 sec): 3 clusters
  Score: Raw -280914.005327 + Penalty 2534.519992 = -278379.485334
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 35 (7044 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183952.000000 sec): 2 clusters
  Score: Raw -870703.760553 + Penalty 1439.738864 = -869264.021689
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183952.140000 sec): 3 clusters
  Score: Raw -866889.901081 + Penalty 2879.477728 = -864010.423354
  nChanged 2906
		SP:Iteration 1F (183952.250000 sec): 3 clusters
  Score: Raw -868476.837283 + Penalty 2879.477728 = -865597.359555
  nChanged 510
		SP:Iteration 2F (183952.370000 sec): 3 clusters
  Score: Raw -868767.074308 + Penalty 2879.477728 = -865887.596580
  nChanged 471
		SP:Iteration 3F (183952.480000 sec): 3 clusters
  Score: Raw -869037.624840 + Penalty 2879.477728 = -866158.147113
  nChanged 385
		SP:Iteration 4F (183952.590000 sec): 3 clusters
  Score: Raw -869284.207296 + Penalty 2879.477728 = -866404.729568
  nChanged 388
		SP:Iteration 5F (183952.710000 sec): 3 clusters
  Score: Raw -869598.986357 + Penalty 2879.477728 = -866719.508629
  nChanged 389
		SP:Iteration 6F (183952.820000 sec): 3 clusters
  Score: Raw -869945.772021 + Penalty 2879.477728 = -867066.294293
  nChanged 380
		SP:Iteration 7F (183952.930000 sec): 3 clusters
  Score: Raw -870293.603573 + Penalty 2879.477728 = -867414.125845
  nChanged 312
		SP:Iteration 8Q (183953.050000 sec): 3 clusters
  Score: Raw -870553.180998 + Penalty 2879.477728 = -867673.703271
  nChanged 265
		SP:Iteration 9Q (183953.160000 sec): 3 clusters
  Score: Raw -870772.128030 + Penalty 2879.477728 = -867892.650302
  nChanged 212
		SP:Iteration 10Q (183953.270000 sec): 3 clusters
  Score: Raw -870925.587237 + Penalty 2879.477728 = -868046.109509
  nChanged 136
		SP:Iteration 11Q (183953.390000 sec): 3 clusters
  Score: Raw -871018.985213 + Penalty 2879.477728 = -868139.507485
  nChanged 106
		SP:Iteration 12Q (183953.510000 sec): 3 clusters
  Score: Raw -871088.585591 + Penalty 2879.477728 = -868209.107864
  nChanged 89
		SP:Iteration 13Q (183953.630000 sec): 3 clusters
  Score: Raw -871154.118619 + Penalty 2879.477728 = -868274.640891
  nChanged 87
		SP:Iteration 14Q (183953.750000 sec): 3 clusters
  Score: Raw -871211.411518 + Penalty 2879.477728 = -868331.933790
  nChanged 70
		SP:Iteration 15Q (183953.870000 sec): 3 clusters
  Score: Raw -871256.965613 + Penalty 2879.477728 = -868377.487885
  nChanged 60
		SP:Iteration 16Q (183953.990000 sec): 3 clusters
  Score: Raw -871295.757038 + Penalty 2879.477728 = -868416.279310
  nChanged 46
		SP:Iteration 17Q (183954.110000 sec): 3 clusters
  Score: Raw -871319.159437 + Penalty 2879.477728 = -868439.681709
  nChanged 33
		SP:Iteration 18Q (183954.230000 sec): 3 clusters
  Score: Raw -871331.702259 + Penalty 2879.477728 = -868452.224532
  nChanged 20
		SP:Iteration 19Q (183954.350000 sec): 3 clusters
  Score: Raw -871337.976000 + Penalty 2879.477728 = -868458.498272
  nChanged 16
		SP:Iteration 20F (183954.480000 sec): 3 clusters
  Score: Raw -871342.736785 + Penalty 2879.477728 = -868463.259057
  nChanged 13
		SP:Iteration 21Q (183954.610000 sec): 3 clusters
  Score: Raw -871346.545502 + Penalty 2879.477728 = -868467.067775
  nChanged 10
		SP:Iteration 22Q (183954.730000 sec): 3 clusters
  Score: Raw -871349.293818 + Penalty 2879.477728 = -868469.816091
  nChanged 9
		SP:Iteration 23Q (183954.850000 sec): 3 clusters
  Score: Raw -871350.967764 + Penalty 2879.477728 = -868471.490036
  nChanged 5
		SP:Iteration 24Q (183954.970000 sec): 3 clusters
  Score: Raw -871351.892463 + Penalty 2879.477728 = -868472.414735
  nChanged 4
		SP:Iteration 25Q (183955.090000 sec): 3 clusters
  Score: Raw -871352.937214 + Penalty 2879.477728 = -868473.459487
  nChanged 4
		SP:Iteration 26Q (183955.210000 sec): 3 clusters
  Score: Raw -871354.181730 + Penalty 2879.477728 = -868474.704003
  nChanged 8
		SP:Iteration 27Q (183955.330000 sec): 3 clusters
  Score: Raw -871356.305182 + Penalty 2879.477728 = -868476.827454
  nChanged 10
		SP:Iteration 28Q (183955.450000 sec): 3 clusters
  Score: Raw -871359.854094 + Penalty 2879.477728 = -868480.376367
  nChanged 12
		SP:Iteration 29Q (183955.570000 sec): 3 clusters
  Score: Raw -871364.509371 + Penalty 2879.477728 = -868485.031643
  nChanged 14
		SP:Iteration 30Q (183955.690000 sec): 3 clusters
  Score: Raw -871369.817095 + Penalty 2879.477728 = -868490.339368
  nChanged 20
		SP:Iteration 31Q (183955.810000 sec): 3 clusters
  Score: Raw -871378.508343 + Penalty 2879.477728 = -868499.030615
  nChanged 22
		SP:Iteration 32Q (183955.930000 sec): 3 clusters
  Score: Raw -871389.906235 + Penalty 2879.477728 = -868510.428507
  nChanged 24
		SP:Iteration 33Q (183956.050000 sec): 3 clusters
  Score: Raw -871407.030851 + Penalty 2879.477728 = -868527.553124
  nChanged 30
		SP:Iteration 34Q (183956.170000 sec): 3 clusters
  Score: Raw -871424.291439 + Penalty 2879.477728 = -868544.813712
  nChanged 29
		SP:Iteration 35Q (183956.300000 sec): 3 clusters
  Score: Raw -871441.846002 + Penalty 2879.477728 = -868562.368274
  nChanged 30
		SP:Iteration 36Q (183956.420000 sec): 3 clusters
  Score: Raw -871471.237330 + Penalty 2879.477728 = -868591.759602
  nChanged 39
		SP:Iteration 37Q (183956.540000 sec): 3 clusters
  Score: Raw -871511.816257 + Penalty 2879.477728 = -868632.338530
  nChanged 45
		SP:Iteration 38Q (183956.660000 sec): 3 clusters
  Score: Raw -871551.307652 + Penalty 2879.477728 = -868671.829925
  nChanged 36
		SP:Iteration 39Q (183956.780000 sec): 3 clusters
  Score: Raw -871574.333740 + Penalty 2879.477728 = -868694.856012
  nChanged 18
		SP:Iteration 40F (183956.910000 sec): 3 clusters
  Score: Raw -871584.460302 + Penalty 2879.477728 = -868704.982574
  nChanged 13
		SP:Iteration 41Q (183957.150000 sec): 3 clusters
  Score: Raw -871592.016558 + Penalty 2879.477728 = -868712.538830
  nChanged 18
		SP:Iteration 42Q (183957.410000 sec): 3 clusters
  Score: Raw -871602.526521 + Penalty 2879.477728 = -868723.048794
  nChanged 14
		SP:Iteration 43Q (183957.510000 sec): 3 clusters
  Score: Raw -871607.144634 + Penalty 2879.477728 = -868727.666906
  nChanged 9
		SP:Iteration 44Q (183957.620000 sec): 3 clusters
  Score: Raw -871610.502935 + Penalty 2879.477728 = -868731.025207
  nChanged 9
		SP:Iteration 45Q (183957.730000 sec): 3 clusters
  Score: Raw -871614.878943 + Penalty 2879.477728 = -868735.401215
  nChanged 8
		SP:Iteration 46Q (183957.850000 sec): 3 clusters
  Score: Raw -871618.205277 + Penalty 2879.477728 = -868738.727549
  nChanged 9
		SP:Iteration 47Q (183957.970000 sec): 3 clusters
  Score: Raw -871623.641512 + Penalty 2879.477728 = -868744.163785
  nChanged 5
		SP:Iteration 48Q (183958.090000 sec): 3 clusters
  Score: Raw -871625.501085 + Penalty 2879.477728 = -868746.023358
  nChanged 2
		SP:Iteration 49Q (183958.200000 sec): 3 clusters
  Score: Raw -871626.122568 + Penalty 2879.477728 = -868746.644840
  nChanged 1
		SP:Iteration 50Q (183958.320000 sec): 3 clusters
  Score: Raw -871626.310378 + Penalty 2879.477728 = -868746.832651
  nChanged 0
		SP:Iteration 51F (183958.440000 sec): 3 clusters
  Score: Raw -871626.310378 + Penalty 2879.477728 = -868746.832651
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 36 (5537 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183958.530000 sec): 2 clusters
  Score: Raw -659506.512994 + Penalty 1400.621319 = -658105.891675
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183958.640000 sec): 3 clusters
  Score: Raw -656576.641383 + Penalty 2801.242638 = -653775.398745
  nChanged 2263
		SP:Iteration 1F (183958.740000 sec): 3 clusters
  Score: Raw -657845.584827 + Penalty 2801.242638 = -655044.342189
  nChanged 390
		SP:Iteration 2F (183958.840000 sec): 3 clusters
  Score: Raw -658047.342797 + Penalty 2801.242638 = -655246.100159
  nChanged 316
		SP:Iteration 3F (183958.930000 sec): 3 clusters
  Score: Raw -658223.026443 + Penalty 2801.242638 = -655421.783805
  nChanged 273
		SP:Iteration 4Q (183959.020000 sec): 3 clusters
  Score: Raw -658363.911633 + Penalty 2801.242638 = -655562.668995
  nChanged 248
		SP:Iteration 5Q (183959.120000 sec): 3 clusters
  Score: Raw -658484.927045 + Penalty 2801.242638 = -655683.684407
  nChanged 217
		SP:Iteration 6Q (183959.210000 sec): 3 clusters
  Score: Raw -658597.198826 + Penalty 2801.242638 = -655795.956188
  nChanged 194
		SP:Iteration 7Q (183959.300000 sec): 3 clusters
  Score: Raw -658689.228418 + Penalty 2801.242638 = -655887.985780
  nChanged 162
		SP:Iteration 8Q (183959.400000 sec): 3 clusters
  Score: Raw -658758.422163 + Penalty 2801.242638 = -655957.179525
  nChanged 140
		SP:Iteration 9Q (183959.490000 sec): 3 clusters
  Score: Raw -658819.515577 + Penalty 2801.242638 = -656018.272939
  nChanged 146
		SP:Iteration 10Q (183959.630000 sec): 3 clusters
  Score: Raw -658890.738784 + Penalty 2801.242638 = -656089.496146
  nChanged 145
		SP:Iteration 11Q (183959.720000 sec): 3 clusters
  Score: Raw -658965.382651 + Penalty 2801.242638 = -656164.140013
  nChanged 131
		SP:Iteration 12Q (183959.810000 sec): 3 clusters
  Score: Raw -659031.703809 + Penalty 2801.242638 = -656230.461171
  nChanged 126
		SP:Iteration 13Q (183959.910000 sec): 3 clusters
  Score: Raw -659093.233178 + Penalty 2801.242638 = -656291.990540
  nChanged 113
		SP:Iteration 14Q (183960.000000 sec): 3 clusters
  Score: Raw -659148.884120 + Penalty 2801.242638 = -656347.641482
  nChanged 101
		SP:Iteration 15Q (183960.090000 sec): 3 clusters
  Score: Raw -659198.013826 + Penalty 2801.242638 = -656396.771188
  nChanged 95
		SP:Iteration 16Q (183960.190000 sec): 3 clusters
  Score: Raw -659255.804085 + Penalty 2801.242638 = -656454.561447
  nChanged 87
		SP:Iteration 17Q (183960.280000 sec): 3 clusters
  Score: Raw -659300.313551 + Penalty 2801.242638 = -656499.070913
  nChanged 63
		SP:Iteration 18Q (183960.370000 sec): 3 clusters
  Score: Raw -659332.633971 + Penalty 2801.242638 = -656531.391333
  nChanged 62
		SP:Iteration 19Q (183960.470000 sec): 3 clusters
  Score: Raw -659367.880094 + Penalty 2801.242638 = -656566.637456
  nChanged 51
		SP:Iteration 20F (183960.560000 sec): 3 clusters
  Score: Raw -659399.469636 + Penalty 2801.242638 = -656598.226998
  nChanged 62
		SP:Iteration 21Q (183960.650000 sec): 3 clusters
  Score: Raw -659441.299981 + Penalty 2801.242638 = -656640.057343
  nChanged 44
		SP:Iteration 22Q (183960.740000 sec): 3 clusters
  Score: Raw -659469.321740 + Penalty 2801.242638 = -656668.079102
  nChanged 40
		SP:Iteration 23Q (183960.830000 sec): 3 clusters
  Score: Raw -659496.709874 + Penalty 2801.242638 = -656695.467236
  nChanged 43
		SP:Iteration 24Q (183960.930000 sec): 3 clusters
  Score: Raw -659532.705582 + Penalty 2801.242638 = -656731.462944
  nChanged 33
		SP:Iteration 25Q (183961.010000 sec): 3 clusters
  Score: Raw -659558.803951 + Penalty 2801.242638 = -656757.561313
  nChanged 26
		SP:Iteration 26Q (183961.110000 sec): 3 clusters
  Score: Raw -659575.816754 + Penalty 2801.242638 = -656774.574116
  nChanged 18
		SP:Iteration 27Q (183961.200000 sec): 3 clusters
  Score: Raw -659587.753203 + Penalty 2801.242638 = -656786.510565
  nChanged 17
		SP:Iteration 28Q (183961.290000 sec): 3 clusters
  Score: Raw -659602.438465 + Penalty 2801.242638 = -656801.195827
  nChanged 14
		SP:Iteration 29Q (183961.380000 sec): 3 clusters
  Score: Raw -659613.364686 + Penalty 2801.242638 = -656812.122048
  nChanged 9
		SP:Iteration 30Q (183961.470000 sec): 3 clusters
  Score: Raw -659618.480671 + Penalty 2801.242638 = -656817.238033
  nChanged 5
		SP:Iteration 31Q (183961.560000 sec): 3 clusters
  Score: Raw -659621.701481 + Penalty 2801.242638 = -656820.458843
  nChanged 2
		SP:Iteration 32Q (183961.650000 sec): 3 clusters
  Score: Raw -659622.356160 + Penalty 2801.242638 = -656821.113522
  nChanged 1
		SP:Iteration 33Q (183961.740000 sec): 3 clusters
  Score: Raw -659622.506032 + Penalty 2801.242638 = -656821.263394
  nChanged 2
		SP:Iteration 34Q (183961.830000 sec): 3 clusters
  Score: Raw -659623.852946 + Penalty 2801.242638 = -656822.610308
  nChanged 5
		SP:Iteration 35Q (183961.920000 sec): 3 clusters
  Score: Raw -659628.097300 + Penalty 2801.242638 = -656826.854662
  nChanged 4
		SP:Iteration 36Q (183962.170000 sec): 3 clusters
  Score: Raw -659630.829054 + Penalty 2801.242638 = -656829.586416
  nChanged 3
		SP:Iteration 37Q (183962.290000 sec): 3 clusters
  Score: Raw -659632.301097 + Penalty 2801.242638 = -656831.058459
  nChanged 1
		SP:Iteration 38Q (183962.390000 sec): 3 clusters
  Score: Raw -659632.893079 + Penalty 2801.242638 = -656831.650441
  nChanged 2
		SP:Iteration 39Q (183962.480000 sec): 3 clusters
  Score: Raw -659634.101704 + Penalty 2801.242638 = -656832.859066
  nChanged 1
		SP:Iteration 40F (183962.570000 sec): 3 clusters
  Score: Raw -659634.853601 + Penalty 2801.242638 = -656833.610963
  nChanged 2
		SP:Iteration 41Q (183962.660000 sec): 3 clusters
  Score: Raw -659636.262344 + Penalty 2801.242638 = -656835.019706
  nChanged 1
		SP:Iteration 42Q (183962.750000 sec): 3 clusters
  Score: Raw -659636.513091 + Penalty 2801.242638 = -656835.270453
  nChanged 0
		SP:Iteration 43F (183962.840000 sec): 3 clusters
  Score: Raw -659636.513091 + Penalty 2801.242638 = -656835.270453
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 37 (1523 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183962.900000 sec): 2 clusters
  Score: Raw -174024.859970 + Penalty 1190.871070 = -172833.988900
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183962.930000 sec): 3 clusters
  Score: Raw -173453.481038 + Penalty 2381.742140 = -171071.738898
  nChanged 497
		SP:Iteration 1F (183962.960000 sec): 3 clusters
  Score: Raw -173858.591850 + Penalty 2381.742140 = -171476.849710
  nChanged 125
		SP:Iteration 2F (183962.990000 sec): 3 clusters
  Score: Raw -173991.573465 + Penalty 2381.742140 = -171609.831325
  nChanged 91
		SP:Iteration 3F (183963.020000 sec): 3 clusters
  Score: Raw -174109.199599 + Penalty 2381.742140 = -171727.457460
  nChanged 75
		SP:Iteration 4Q (183963.050000 sec): 3 clusters
  Score: Raw -174202.807420 + Penalty 2381.742140 = -171821.065280
  nChanged 66
		SP:Iteration 5Q (183963.080000 sec): 3 clusters
  Score: Raw -174270.707601 + Penalty 2381.742140 = -171888.965462
  nChanged 55
		SP:Iteration 6Q (183963.100000 sec): 3 clusters
  Score: Raw -174330.009503 + Penalty 2381.742140 = -171948.267364
  nChanged 41
		SP:Iteration 7Q (183963.130000 sec): 3 clusters
  Score: Raw -174381.914113 + Penalty 2381.742140 = -172000.171974
  nChanged 44
		SP:Iteration 8Q (183963.160000 sec): 3 clusters
  Score: Raw -174423.879986 + Penalty 2381.742140 = -172042.137846
  nChanged 32
		SP:Iteration 9Q (183963.190000 sec): 3 clusters
  Score: Raw -174452.023608 + Penalty 2381.742140 = -172070.281468
  nChanged 24
		SP:Iteration 10Q (183963.220000 sec): 3 clusters
  Score: Raw -174478.339682 + Penalty 2381.742140 = -172096.597542
  nChanged 18
		SP:Iteration 11Q (183963.240000 sec): 3 clusters
  Score: Raw -174495.688840 + Penalty 2381.742140 = -172113.946700
  nChanged 18
		SP:Iteration 12Q (183963.270000 sec): 3 clusters
  Score: Raw -174516.066862 + Penalty 2381.742140 = -172134.324722
  nChanged 13
		SP:Iteration 13Q (183963.300000 sec): 3 clusters
  Score: Raw -174533.719969 + Penalty 2381.742140 = -172151.977830
  nChanged 16
		SP:Iteration 14Q (183963.320000 sec): 3 clusters
  Score: Raw -174550.238876 + Penalty 2381.742140 = -172168.496736
  nChanged 13
		SP:Iteration 15Q (183963.350000 sec): 3 clusters
  Score: Raw -174562.698488 + Penalty 2381.742140 = -172180.956348
  nChanged 11
		SP:Iteration 16Q (183963.380000 sec): 3 clusters
  Score: Raw -174577.813412 + Penalty 2381.742140 = -172196.071273
  nChanged 10
		SP:Iteration 17Q (183963.410000 sec): 3 clusters
  Score: Raw -174590.240374 + Penalty 2381.742140 = -172208.498235
  nChanged 6
		SP:Iteration 18Q (183963.430000 sec): 3 clusters
  Score: Raw -174598.969849 + Penalty 2381.742140 = -172217.227709
  nChanged 7
		SP:Iteration 19Q (183963.460000 sec): 3 clusters
  Score: Raw -174604.478791 + Penalty 2381.742140 = -172222.736652
  nChanged 5
		SP:Iteration 20F (183963.490000 sec): 3 clusters
  Score: Raw -174609.143758 + Penalty 2381.742140 = -172227.401618
  nChanged 4
		SP:Iteration 21Q (183963.520000 sec): 3 clusters
  Score: Raw -174610.570977 + Penalty 2381.742140 = -172228.828837
  nChanged 0
		SP:Iteration 22F (183963.550000 sec): 3 clusters
  Score: Raw -174610.570977 + Penalty 2381.742140 = -172228.828837
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 38 (2429 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183963.610000 sec): 2 clusters
  Score: Raw -273792.030008 + Penalty 1266.725676 = -272525.304332
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183963.660000 sec): 3 clusters
  Score: Raw -272731.445926 + Penalty 2533.451352 = -270197.994574
  nChanged 925
		SP:Iteration 1F (183963.700000 sec): 3 clusters
  Score: Raw -273353.214231 + Penalty 2533.451352 = -270819.762879
  nChanged 221
		SP:Iteration 2F (183963.750000 sec): 3 clusters
  Score: Raw -273542.532645 + Penalty 2533.451352 = -271009.081293
  nChanged 147
		SP:Iteration 3F (183963.790000 sec): 3 clusters
  Score: Raw -273675.353372 + Penalty 2533.451352 = -271141.902020
  nChanged 135
		SP:Iteration 4F (183963.840000 sec): 3 clusters
  Score: Raw -273793.993991 + Penalty 2533.451352 = -271260.542639
  nChanged 97
		SP:Iteration 5Q (183963.880000 sec): 3 clusters
  Score: Raw -273885.087608 + Penalty 2533.451352 = -271351.636256
  nChanged 90
		SP:Iteration 6Q (183963.930000 sec): 3 clusters
  Score: Raw -273963.840786 + Penalty 2533.451352 = -271430.389434
  nChanged 66
		SP:Iteration 7Q (183963.970000 sec): 3 clusters
  Score: Raw -274017.017926 + Penalty 2533.451352 = -271483.566574
  nChanged 70
		SP:Iteration 8Q (183964.020000 sec): 3 clusters
  Score: Raw -274062.050414 + Penalty 2533.451352 = -271528.599062
  nChanged 52
		SP:Iteration 9Q (183964.060000 sec): 3 clusters
  Score: Raw -274087.474144 + Penalty 2533.451352 = -271554.022792
  nChanged 34
		SP:Iteration 10Q (183964.100000 sec): 3 clusters
  Score: Raw -274102.582155 + Penalty 2533.451352 = -271569.130803
  nChanged 20
		SP:Iteration 11Q (183964.150000 sec): 3 clusters
  Score: Raw -274115.009480 + Penalty 2533.451352 = -271581.558128
  nChanged 18
		SP:Iteration 12Q (183964.190000 sec): 3 clusters
  Score: Raw -274124.012093 + Penalty 2533.451352 = -271590.560741
  nChanged 17
		SP:Iteration 13Q (183964.240000 sec): 3 clusters
  Score: Raw -274130.743205 + Penalty 2533.451352 = -271597.291853
  nChanged 8
		SP:Iteration 14Q (183964.280000 sec): 3 clusters
  Score: Raw -274135.841653 + Penalty 2533.451352 = -271602.390301
  nChanged 13
		SP:Iteration 15Q (183964.320000 sec): 3 clusters
  Score: Raw -274143.728496 + Penalty 2533.451352 = -271610.277144
  nChanged 16
		SP:Iteration 16Q (183964.370000 sec): 3 clusters
  Score: Raw -274153.976317 + Penalty 2533.451352 = -271620.524965
  nChanged 17
		SP:Iteration 17Q (183964.410000 sec): 3 clusters
  Score: Raw -274163.396349 + Penalty 2533.451352 = -271629.944997
  nChanged 15
		SP:Iteration 18Q (183964.460000 sec): 3 clusters
  Score: Raw -274170.097325 + Penalty 2533.451352 = -271636.645973
  nChanged 18
		SP:Iteration 19Q (183964.500000 sec): 3 clusters
  Score: Raw -274181.062074 + Penalty 2533.451352 = -271647.610722
  nChanged 19
		SP:Iteration 20F (183964.540000 sec): 3 clusters
  Score: Raw -274197.557200 + Penalty 2533.451352 = -271664.105848
  nChanged 22
		SP:Iteration 21Q (183964.590000 sec): 3 clusters
  Score: Raw -274212.913868 + Penalty 2533.451352 = -271679.462516
  nChanged 25
		SP:Iteration 22Q (183964.630000 sec): 3 clusters
  Score: Raw -274228.131894 + Penalty 2533.451352 = -271694.680542
  nChanged 22
		SP:Iteration 23Q (183964.680000 sec): 3 clusters
  Score: Raw -274239.086498 + Penalty 2533.451352 = -271705.635146
  nChanged 18
		SP:Iteration 24Q (183964.720000 sec): 3 clusters
  Score: Raw -274249.026968 + Penalty 2533.451352 = -271715.575616
  nChanged 15
		SP:Iteration 25Q (183964.760000 sec): 3 clusters
  Score: Raw -274258.910718 + Penalty 2533.451352 = -271725.459366
  nChanged 17
		SP:Iteration 26Q (183964.810000 sec): 3 clusters
  Score: Raw -274272.740336 + Penalty 2533.451352 = -271739.288984
  nChanged 18
		SP:Iteration 27Q (183964.850000 sec): 3 clusters
  Score: Raw -274281.914975 + Penalty 2533.451352 = -271748.463624
  nChanged 15
		SP:Iteration 28Q (183964.890000 sec): 3 clusters
  Score: Raw -274287.353535 + Penalty 2533.451352 = -271753.902183
  nChanged 8
		SP:Iteration 29Q (183964.940000 sec): 3 clusters
  Score: Raw -274290.826348 + Penalty 2533.451352 = -271757.374996
  nChanged 13
		SP:Iteration 30Q (183964.980000 sec): 3 clusters
  Score: Raw -274296.118260 + Penalty 2533.451352 = -271762.666908
  nChanged 9
		SP:Iteration 31Q (183965.020000 sec): 3 clusters
  Score: Raw -274298.748650 + Penalty 2533.451352 = -271765.297298
  nChanged 3
		SP:Iteration 32Q (183965.070000 sec): 3 clusters
  Score: Raw -274299.395184 + Penalty 2533.451352 = -271765.943832
  nChanged 1
		SP:Iteration 33Q (183965.120000 sec): 3 clusters
  Score: Raw -274299.660790 + Penalty 2533.451352 = -271766.209438
  nChanged 0
		SP:Iteration 34F (183965.160000 sec): 3 clusters
  Score: Raw -274299.660790 + Penalty 2533.451352 = -271766.209438
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 39 (18237 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183965.350000 sec): 2 clusters
  Score: Raw -2120528.606097 + Penalty 1594.321264 = -2118934.284833
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183965.580000 sec): 3 clusters
  Score: Raw -2109699.423100 + Penalty 3188.642527 = -2106510.780573
  nChanged 8197
		SP:Iteration 1F (183965.870000 sec): 3 clusters
  Score: Raw -2114477.771632 + Penalty 3188.642527 = -2111289.129105
  nChanged 1059
		SP:Iteration 2F (183966.110000 sec): 3 clusters
  Score: Raw -2114949.785836 + Penalty 3188.642527 = -2111761.143308
  nChanged 951
		SP:Iteration 3F (183966.380000 sec): 3 clusters
  Score: Raw -2115377.126789 + Penalty 3188.642527 = -2112188.484261
  nChanged 899
		SP:Iteration 4Q (183966.660000 sec): 3 clusters
  Score: Raw -2115775.791705 + Penalty 3188.642527 = -2112587.149177
  nChanged 821
		SP:Iteration 5Q (183966.900000 sec): 3 clusters
  Score: Raw -2116124.765383 + Penalty 3188.642527 = -2112936.122856
  nChanged 742
		SP:Iteration 6Q (183967.160000 sec): 3 clusters
  Score: Raw -2116475.171239 + Penalty 3188.642527 = -2113286.528712
  nChanged 750
		SP:Iteration 7Q (183967.450000 sec): 3 clusters
  Score: Raw -2116879.643969 + Penalty 3188.642527 = -2113691.001442
  nChanged 791
		SP:Iteration 8Q (183967.690000 sec): 3 clusters
  Score: Raw -2117324.167821 + Penalty 3188.642527 = -2114135.525294
  nChanged 756
		SP:Iteration 9Q (183967.950000 sec): 3 clusters
  Score: Raw -2117800.485922 + Penalty 3188.642527 = -2114611.843395
  nChanged 788
		SP:Iteration 10Q (183968.200000 sec): 3 clusters
  Score: Raw -2118324.864096 + Penalty 3188.642527 = -2115136.221569
  nChanged 707
		SP:Iteration 11Q (183968.420000 sec): 3 clusters
  Score: Raw -2118849.954062 + Penalty 3188.642527 = -2115661.311535
  nChanged 622
		SP:Iteration 12Q (183968.660000 sec): 3 clusters
  Score: Raw -2119332.928289 + Penalty 3188.642527 = -2116144.285761
  nChanged 533
		SP:Iteration 13Q (183968.910000 sec): 3 clusters
  Score: Raw -2119770.991937 + Penalty 3188.642527 = -2116582.349409
  nChanged 404
		SP:Iteration 14Q (183969.150000 sec): 3 clusters
  Score: Raw -2120116.532811 + Penalty 3188.642527 = -2116927.890284
  nChanged 327
		SP:Iteration 15Q (183969.390000 sec): 3 clusters
  Score: Raw -2120336.106949 + Penalty 3188.642527 = -2117147.464422
  nChanged 243
		SP:Iteration 16Q (183969.620000 sec): 3 clusters
  Score: Raw -2120474.742586 + Penalty 3188.642527 = -2117286.100059
  nChanged 182
		SP:Iteration 17Q (183969.870000 sec): 3 clusters
  Score: Raw -2120559.558988 + Penalty 3188.642527 = -2117370.916461
  nChanged 151
		SP:Iteration 18Q (183970.080000 sec): 3 clusters
  Score: Raw -2120632.544141 + Penalty 3188.642527 = -2117443.901613
  nChanged 128
		SP:Iteration 19Q (183970.340000 sec): 3 clusters
  Score: Raw -2120680.329143 + Penalty 3188.642527 = -2117491.686616
  nChanged 89
		SP:Iteration 20F (183970.570000 sec): 3 clusters
  Score: Raw -2120708.601456 + Penalty 3188.642527 = -2117519.958929
  nChanged 78
		SP:Iteration 21Q (183970.830000 sec): 3 clusters
  Score: Raw -2120731.566650 + Penalty 3188.642527 = -2117542.924123
  nChanged 77
		SP:Iteration 22Q (183971.040000 sec): 3 clusters
  Score: Raw -2120751.873065 + Penalty 3188.642527 = -2117563.230537
  nChanged 65
		SP:Iteration 23Q (183971.270000 sec): 3 clusters
  Score: Raw -2120771.353050 + Penalty 3188.642527 = -2117582.710522
  nChanged 70
		SP:Iteration 24Q (183971.510000 sec): 3 clusters
  Score: Raw -2120790.833211 + Penalty 3188.642527 = -2117602.190683
  nChanged 66
		SP:Iteration 25Q (183971.730000 sec): 3 clusters
  Score: Raw -2120808.201015 + Penalty 3188.642527 = -2117619.558488
  nChanged 59
		SP:Iteration 26Q (183971.980000 sec): 3 clusters
  Score: Raw -2120824.826149 + Penalty 3188.642527 = -2117636.183622
  nChanged 58
		SP:Iteration 27Q (183972.190000 sec): 3 clusters
  Score: Raw -2120840.727237 + Penalty 3188.642527 = -2117652.084710
  nChanged 49
		SP:Iteration 28Q (183972.430000 sec): 3 clusters
  Score: Raw -2120855.273924 + Penalty 3188.642527 = -2117666.631397
  nChanged 51
		SP:Iteration 29Q (183972.640000 sec): 3 clusters
  Score: Raw -2120869.977185 + Penalty 3188.642527 = -2117681.334658
  nChanged 46
		SP:Iteration 30Q (183972.850000 sec): 3 clusters
  Score: Raw -2120880.780422 + Penalty 3188.642527 = -2117692.137895
  nChanged 42
		SP:Iteration 31Q (183973.110000 sec): 3 clusters
  Score: Raw -2120890.754311 + Penalty 3188.642527 = -2117702.111784
  nChanged 46
		SP:Iteration 32Q (183973.310000 sec): 3 clusters
  Score: Raw -2120902.811546 + Penalty 3188.642527 = -2117714.169019
  nChanged 39
		SP:Iteration 33Q (183973.530000 sec): 3 clusters
  Score: Raw -2120911.384470 + Penalty 3188.642527 = -2117722.741942
  nChanged 35
		SP:Iteration 34Q (183973.780000 sec): 3 clusters
  Score: Raw -2120918.618951 + Penalty 3188.642527 = -2117729.976423
  nChanged 29
		SP:Iteration 35Q (183973.980000 sec): 3 clusters
  Score: Raw -2120924.962105 + Penalty 3188.642527 = -2117736.319578
  nChanged 34
		SP:Iteration 36Q (183974.200000 sec): 3 clusters
  Score: Raw -2120933.671628 + Penalty 3188.642527 = -2117745.029101
  nChanged 38
		SP:Iteration 37Q (183974.440000 sec): 3 clusters
  Score: Raw -2120944.356943 + Penalty 3188.642527 = -2117755.714415
  nChanged 29
		SP:Iteration 38Q (183974.660000 sec): 3 clusters
  Score: Raw -2120954.891323 + Penalty 3188.642527 = -2117766.248795
  nChanged 29
		SP:Iteration 39Q (183974.900000 sec): 3 clusters
  Score: Raw -2120967.374019 + Penalty 3188.642527 = -2117778.731492
  nChanged 42
		SP:Iteration 40F (183975.120000 sec): 3 clusters
  Score: Raw -2120981.594361 + Penalty 3188.642527 = -2117792.951834
  nChanged 37
		SP:Iteration 41Q (183975.340000 sec): 3 clusters
  Score: Raw -2120993.623118 + Penalty 3188.642527 = -2117804.980591
  nChanged 40
		SP:Iteration 42Q (183975.580000 sec): 3 clusters
  Score: Raw -2121006.207019 + Penalty 3188.642527 = -2117817.564492
  nChanged 33
		SP:Iteration 43Q (183975.790000 sec): 3 clusters
  Score: Raw -2121016.149993 + Penalty 3188.642527 = -2117827.507465
  nChanged 36
		SP:Iteration 44Q (183976.050000 sec): 3 clusters
  Score: Raw -2121026.141521 + Penalty 3188.642527 = -2117837.498993
  nChanged 25
		SP:Iteration 45Q (183976.250000 sec): 3 clusters
  Score: Raw -2121031.410561 + Penalty 3188.642527 = -2117842.768033
  nChanged 26
		SP:Iteration 46Q (183976.470000 sec): 3 clusters
  Score: Raw -2121036.499214 + Penalty 3188.642527 = -2117847.856687
  nChanged 24
		SP:Iteration 47Q (183976.710000 sec): 3 clusters
  Score: Raw -2121041.476147 + Penalty 3188.642527 = -2117852.833620
  nChanged 15
		SP:Iteration 48Q (183976.930000 sec): 3 clusters
  Score: Raw -2121045.679539 + Penalty 3188.642527 = -2117857.037011
  nChanged 22
		SP:Iteration 49Q (183977.200000 sec): 3 clusters
  Score: Raw -2121051.034766 + Penalty 3188.642527 = -2117862.392238
  nChanged 14
		SP:Iteration 50Q (183977.400000 sec): 3 clusters
  Score: Raw -2121053.909549 + Penalty 3188.642527 = -2117865.267022
  nChanged 12
		SP:Iteration 51Q (183977.620000 sec): 3 clusters
  Score: Raw -2121056.217727 + Penalty 3188.642527 = -2117867.575200
  nChanged 13
		SP:Iteration 52Q (183977.860000 sec): 3 clusters
  Score: Raw -2121058.409515 + Penalty 3188.642527 = -2117869.766988
  nChanged 6
		SP:Iteration 53Q (183978.060000 sec): 3 clusters
  Score: Raw -2121059.449420 + Penalty 3188.642527 = -2117870.806893
  nChanged 6
		SP:Iteration 54Q (183978.290000 sec): 3 clusters
  Score: Raw -2121060.363344 + Penalty 3188.642527 = -2117871.720816
  nChanged 6
		SP:Iteration 55Q (183978.530000 sec): 3 clusters
  Score: Raw -2121061.283030 + Penalty 3188.642527 = -2117872.640503
  nChanged 5
		SP:Iteration 56Q (183978.740000 sec): 3 clusters
  Score: Raw -2121061.839084 + Penalty 3188.642527 = -2117873.196557
  nChanged 1
		SP:Iteration 57Q (183978.990000 sec): 3 clusters
  Score: Raw -2121061.937751 + Penalty 3188.642527 = -2117873.295223
  nChanged 0
		SP:Iteration 58F (183979.220000 sec): 3 clusters
  Score: Raw -2121061.937751 + Penalty 3188.642527 = -2117873.295223
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 40 (12841 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183979.360000 sec): 2 clusters
  Score: Raw -1513577.442285 + Penalty 1537.314749 = -1512040.127536
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183979.520000 sec): 3 clusters
  Score: Raw -1506190.158089 + Penalty 3074.629498 = -1503115.528591
  nChanged 5578
		SP:Iteration 1F (183979.700000 sec): 3 clusters
  Score: Raw -1509417.678498 + Penalty 3074.629498 = -1506343.049000
  nChanged 771
		SP:Iteration 2F (183979.890000 sec): 3 clusters
  Score: Raw -1509791.218032 + Penalty 3074.629498 = -1506716.588534
  nChanged 709
		SP:Iteration 3F (183980.070000 sec): 3 clusters
  Score: Raw -1510144.279143 + Penalty 3074.629498 = -1507069.649645
  nChanged 659
		SP:Iteration 4F (183980.240000 sec): 3 clusters
  Score: Raw -1510474.600144 + Penalty 3074.629498 = -1507399.970646
  nChanged 602
		SP:Iteration 5Q (183980.440000 sec): 3 clusters
  Score: Raw -1510804.657768 + Penalty 3074.629498 = -1507730.028270
  nChanged 629
		SP:Iteration 6Q (183980.610000 sec): 3 clusters
  Score: Raw -1511118.221587 + Penalty 3074.629498 = -1508043.592089
  nChanged 523
		SP:Iteration 7Q (183980.790000 sec): 3 clusters
  Score: Raw -1511377.324573 + Penalty 3074.629498 = -1508302.695075
  nChanged 482
		SP:Iteration 8Q (183980.980000 sec): 3 clusters
  Score: Raw -1511648.200345 + Penalty 3074.629498 = -1508573.570847
  nChanged 488
		SP:Iteration 9Q (183981.150000 sec): 3 clusters
  Score: Raw -1511945.588904 + Penalty 3074.629498 = -1508870.959406
  nChanged 503
		SP:Iteration 10Q (183981.320000 sec): 3 clusters
  Score: Raw -1512244.195598 + Penalty 3074.629498 = -1509169.566100
  nChanged 477
		SP:Iteration 11Q (183981.520000 sec): 3 clusters
  Score: Raw -1512571.717871 + Penalty 3074.629498 = -1509497.088373
  nChanged 459
		SP:Iteration 12Q (183981.680000 sec): 3 clusters
  Score: Raw -1512914.954461 + Penalty 3074.629498 = -1509840.324962
  nChanged 449
		SP:Iteration 13Q (183981.850000 sec): 3 clusters
  Score: Raw -1513190.195515 + Penalty 3074.629498 = -1510115.566017
  nChanged 349
		SP:Iteration 14Q (183982.050000 sec): 3 clusters
  Score: Raw -1513363.707072 + Penalty 3074.629498 = -1510289.077574
  nChanged 252
		SP:Iteration 15Q (183982.220000 sec): 3 clusters
  Score: Raw -1513475.635645 + Penalty 3074.629498 = -1510401.006147
  nChanged 218
		SP:Iteration 16Q (183982.390000 sec): 3 clusters
  Score: Raw -1513546.843186 + Penalty 3074.629498 = -1510472.213688
  nChanged 156
		SP:Iteration 17Q (183982.580000 sec): 3 clusters
  Score: Raw -1513597.232152 + Penalty 3074.629498 = -1510522.602654
  nChanged 136
		SP:Iteration 18Q (183982.760000 sec): 3 clusters
  Score: Raw -1513630.704671 + Penalty 3074.629498 = -1510556.075173
  nChanged 105
		SP:Iteration 19Q (183982.930000 sec): 3 clusters
  Score: Raw -1513654.159399 + Penalty 3074.629498 = -1510579.529901
  nChanged 77
		SP:Iteration 20F (183983.130000 sec): 3 clusters
  Score: Raw -1513669.346589 + Penalty 3074.629498 = -1510594.717091
  nChanged 59
		SP:Iteration 21Q (183983.280000 sec): 3 clusters
  Score: Raw -1513679.988531 + Penalty 3074.629498 = -1510605.359033
  nChanged 60
		SP:Iteration 22Q (183983.450000 sec): 3 clusters
  Score: Raw -1513689.986199 + Penalty 3074.629498 = -1510615.356701
  nChanged 63
		SP:Iteration 23Q (183983.640000 sec): 3 clusters
  Score: Raw -1513701.795018 + Penalty 3074.629498 = -1510627.165520
  nChanged 47
		SP:Iteration 24Q (183983.810000 sec): 3 clusters
  Score: Raw -1513710.010319 + Penalty 3074.629498 = -1510635.380821
  nChanged 31
		SP:Iteration 25Q (183983.970000 sec): 3 clusters
  Score: Raw -1513713.702229 + Penalty 3074.629498 = -1510639.072730
  nChanged 23
		SP:Iteration 26Q (183984.250000 sec): 3 clusters
  Score: Raw -1513716.385319 + Penalty 3074.629498 = -1510641.755821
  nChanged 12
		SP:Iteration 27Q (183984.400000 sec): 3 clusters
  Score: Raw -1513717.985380 + Penalty 3074.629498 = -1510643.355882
  nChanged 13
		SP:Iteration 28Q (183984.580000 sec): 3 clusters
  Score: Raw -1513719.321889 + Penalty 3074.629498 = -1510644.692391
  nChanged 11
		SP:Iteration 29Q (183984.740000 sec): 3 clusters
  Score: Raw -1513720.486251 + Penalty 3074.629498 = -1510645.856753
  nChanged 13
		SP:Iteration 30Q (183984.920000 sec): 3 clusters
  Score: Raw -1513722.397890 + Penalty 3074.629498 = -1510647.768392
  nChanged 17
		SP:Iteration 31Q (183985.100000 sec): 3 clusters
  Score: Raw -1513724.817280 + Penalty 3074.629498 = -1510650.187782
  nChanged 21
		SP:Iteration 32Q (183985.260000 sec): 3 clusters
  Score: Raw -1513727.484137 + Penalty 3074.629498 = -1510652.854639
  nChanged 26
		SP:Iteration 33Q (183985.450000 sec): 3 clusters
  Score: Raw -1513730.751970 + Penalty 3074.629498 = -1510656.122472
  nChanged 21
		SP:Iteration 34Q (183985.610000 sec): 3 clusters
  Score: Raw -1513732.504627 + Penalty 3074.629498 = -1510657.875129
  nChanged 14
		SP:Iteration 35Q (183985.810000 sec): 3 clusters
  Score: Raw -1513734.311161 + Penalty 3074.629498 = -1510659.681663
  nChanged 12
		SP:Iteration 36Q (183985.970000 sec): 3 clusters
  Score: Raw -1513735.385501 + Penalty 3074.629498 = -1510660.756003
  nChanged 8
		SP:Iteration 37Q (183986.140000 sec): 3 clusters
  Score: Raw -1513735.960716 + Penalty 3074.629498 = -1510661.331218
  nChanged 7
		SP:Iteration 38Q (183986.330000 sec): 3 clusters
  Score: Raw -1513736.578577 + Penalty 3074.629498 = -1510661.949079
  nChanged 6
		SP:Iteration 39Q (183986.500000 sec): 3 clusters
  Score: Raw -1513737.041473 + Penalty 3074.629498 = -1510662.411974
  nChanged 2
		SP:Iteration 40F (183986.670000 sec): 3 clusters
  Score: Raw -1513737.240643 + Penalty 3074.629498 = -1510662.611145
  nChanged 2
		SP:Iteration 41Q (183986.870000 sec): 3 clusters
  Score: Raw -1513737.423259 + Penalty 3074.629498 = -1510662.793761
  nChanged 3
		SP:Iteration 42Q (183987.030000 sec): 3 clusters
  Score: Raw -1513737.652324 + Penalty 3074.629498 = -1510663.022825
  nChanged 5
		SP:Iteration 43Q (183987.200000 sec): 3 clusters
  Score: Raw -1513738.455163 + Penalty 3074.629498 = -1510663.825665
  nChanged 5
		SP:Iteration 44Q (183987.390000 sec): 3 clusters
  Score: Raw -1513739.008192 + Penalty 3074.629498 = -1510664.378694
  nChanged 3
		SP:Iteration 45Q (183987.560000 sec): 3 clusters
  Score: Raw -1513739.140815 + Penalty 3074.629498 = -1510664.511317
  nChanged 1
		SP:Iteration 46Q (183987.750000 sec): 3 clusters
  Score: Raw -1513739.218069 + Penalty 3074.629498 = -1510664.588571
  nChanged 2
		SP:Iteration 47Q (183987.910000 sec): 3 clusters
  Score: Raw -1513739.314859 + Penalty 3074.629498 = -1510664.685361
  nChanged 0
		SP:Iteration 48F (183988.090000 sec): 3 clusters
  Score: Raw -1513739.314859 + Penalty 3074.629498 = -1510664.685361
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 41 (11092 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183988.230000 sec): 2 clusters
  Score: Raw -1316184.174560 + Penalty 1513.521654 = -1314670.652907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183988.430000 sec): 3 clusters
  Score: Raw -1309901.799162 + Penalty 3027.043307 = -1306874.755854
  nChanged 4738
		SP:Iteration 1F (183988.570000 sec): 3 clusters
  Score: Raw -1312637.547998 + Penalty 3027.043307 = -1309610.504691
  nChanged 702
		SP:Iteration 2F (183988.720000 sec): 3 clusters
  Score: Raw -1313004.365598 + Penalty 3027.043307 = -1309977.322291
  nChanged 603
		SP:Iteration 3F (183988.910000 sec): 3 clusters
  Score: Raw -1313276.268435 + Penalty 3027.043307 = -1310249.225128
  nChanged 518
		SP:Iteration 4Q (183989.060000 sec): 3 clusters
  Score: Raw -1313512.193384 + Penalty 3027.043307 = -1310485.150077
  nChanged 467
		SP:Iteration 5Q (183989.220000 sec): 3 clusters
  Score: Raw -1313725.817006 + Penalty 3027.043307 = -1310698.773698
  nChanged 467
		SP:Iteration 6Q (183989.370000 sec): 3 clusters
  Score: Raw -1313939.043857 + Penalty 3027.043307 = -1310912.000550
  nChanged 396
		SP:Iteration 7Q (183989.530000 sec): 3 clusters
  Score: Raw -1314110.023885 + Penalty 3027.043307 = -1311082.980578
  nChanged 369
		SP:Iteration 8Q (183989.690000 sec): 3 clusters
  Score: Raw -1314272.843342 + Penalty 3027.043307 = -1311245.800035
  nChanged 371
		SP:Iteration 9Q (183989.850000 sec): 3 clusters
  Score: Raw -1314455.519453 + Penalty 3027.043307 = -1311428.476145
  nChanged 379
		SP:Iteration 10Q (183990.040000 sec): 3 clusters
  Score: Raw -1314631.279262 + Penalty 3027.043307 = -1311604.235954
  nChanged 339
		SP:Iteration 11Q (183990.190000 sec): 3 clusters
  Score: Raw -1314787.836994 + Penalty 3027.043307 = -1311760.793687
  nChanged 347
		SP:Iteration 12Q (183990.360000 sec): 3 clusters
  Score: Raw -1314930.918864 + Penalty 3027.043307 = -1311903.875556
  nChanged 315
		SP:Iteration 13Q (183990.500000 sec): 3 clusters
  Score: Raw -1315069.338045 + Penalty 3027.043307 = -1312042.294738
  nChanged 298
		SP:Iteration 14Q (183990.670000 sec): 3 clusters
  Score: Raw -1315199.263090 + Penalty 3027.043307 = -1312172.219783
  nChanged 274
		SP:Iteration 15Q (183990.820000 sec): 3 clusters
  Score: Raw -1315299.438225 + Penalty 3027.043307 = -1312272.394918
  nChanged 232
		SP:Iteration 16Q (183990.980000 sec): 3 clusters
  Score: Raw -1315374.149400 + Penalty 3027.043307 = -1312347.106092
  nChanged 207
		SP:Iteration 17Q (183991.170000 sec): 3 clusters
  Score: Raw -1315439.022024 + Penalty 3027.043307 = -1312411.978716
  nChanged 207
		SP:Iteration 18Q (183991.310000 sec): 3 clusters
  Score: Raw -1315510.171411 + Penalty 3027.043307 = -1312483.128104
  nChanged 215
		SP:Iteration 19Q (183991.470000 sec): 3 clusters
  Score: Raw -1315594.597538 + Penalty 3027.043307 = -1312567.554231
  nChanged 212
		SP:Iteration 20F (183991.620000 sec): 3 clusters
  Score: Raw -1315678.774752 + Penalty 3027.043307 = -1312651.731445
  nChanged 183
		SP:Iteration 21Q (183991.790000 sec): 3 clusters
  Score: Raw -1315744.526805 + Penalty 3027.043307 = -1312717.483498
  nChanged 183
		SP:Iteration 22Q (183991.940000 sec): 3 clusters
  Score: Raw -1315813.638717 + Penalty 3027.043307 = -1312786.595410
  nChanged 190
		SP:Iteration 23Q (183992.100000 sec): 3 clusters
  Score: Raw -1315890.837620 + Penalty 3027.043307 = -1312863.794313
  nChanged 203
		SP:Iteration 24Q (183992.280000 sec): 3 clusters
  Score: Raw -1315986.503173 + Penalty 3027.043307 = -1312959.459866
  nChanged 209
		SP:Iteration 25Q (183992.420000 sec): 3 clusters
  Score: Raw -1316073.676867 + Penalty 3027.043307 = -1313046.633560
  nChanged 178
		SP:Iteration 26Q (183992.580000 sec): 3 clusters
  Score: Raw -1316143.331476 + Penalty 3027.043307 = -1313116.288169
  nChanged 169
		SP:Iteration 27Q (183992.730000 sec): 3 clusters
  Score: Raw -1316209.215457 + Penalty 3027.043307 = -1313182.172150
  nChanged 134
		SP:Iteration 28Q (183992.880000 sec): 3 clusters
  Score: Raw -1316259.015635 + Penalty 3027.043307 = -1313231.972328
  nChanged 139
		SP:Iteration 29Q (183993.060000 sec): 3 clusters
  Score: Raw -1316311.947852 + Penalty 3027.043307 = -1313284.904544
  nChanged 111
		SP:Iteration 30Q (183993.200000 sec): 3 clusters
  Score: Raw -1316359.239408 + Penalty 3027.043307 = -1313332.196100
  nChanged 96
		SP:Iteration 31Q (183993.360000 sec): 3 clusters
  Score: Raw -1316394.517358 + Penalty 3027.043307 = -1313367.474051
  nChanged 90
		SP:Iteration 32Q (183993.520000 sec): 3 clusters
  Score: Raw -1316427.315265 + Penalty 3027.043307 = -1313400.271958
  nChanged 80
		SP:Iteration 33Q (183993.660000 sec): 3 clusters
  Score: Raw -1316449.848058 + Penalty 3027.043307 = -1313422.804750
  nChanged 64
		SP:Iteration 34Q (183993.830000 sec): 3 clusters
  Score: Raw -1316467.576288 + Penalty 3027.043307 = -1313440.532980
  nChanged 49
		SP:Iteration 35Q (183993.980000 sec): 3 clusters
  Score: Raw -1316479.596182 + Penalty 3027.043307 = -1313452.552875
  nChanged 44
		SP:Iteration 36Q (183994.130000 sec): 3 clusters
  Score: Raw -1316490.412173 + Penalty 3027.043307 = -1313463.368866
  nChanged 41
		SP:Iteration 37Q (183994.300000 sec): 3 clusters
  Score: Raw -1316501.468416 + Penalty 3027.043307 = -1313474.425109
  nChanged 34
		SP:Iteration 38Q (183994.450000 sec): 3 clusters
  Score: Raw -1316510.979203 + Penalty 3027.043307 = -1313483.935896
  nChanged 34
		SP:Iteration 39Q (183994.600000 sec): 3 clusters
  Score: Raw -1316519.000586 + Penalty 3027.043307 = -1313491.957278
  nChanged 31
		SP:Iteration 40F (183994.780000 sec): 3 clusters
  Score: Raw -1316528.743669 + Penalty 3027.043307 = -1313501.700362
  nChanged 32
		SP:Iteration 41Q (183994.920000 sec): 3 clusters
  Score: Raw -1316538.281846 + Penalty 3027.043307 = -1313511.238539
  nChanged 28
		SP:Iteration 42Q (183995.080000 sec): 3 clusters
  Score: Raw -1316545.072897 + Penalty 3027.043307 = -1313518.029589
  nChanged 23
		SP:Iteration 43Q (183995.220000 sec): 3 clusters
  Score: Raw -1316549.437798 + Penalty 3027.043307 = -1313522.394491
  nChanged 17
		SP:Iteration 44Q (183995.370000 sec): 3 clusters
  Score: Raw -1316553.328963 + Penalty 3027.043307 = -1313526.285656
  nChanged 19
		SP:Iteration 45Q (183995.540000 sec): 3 clusters
  Score: Raw -1316556.258515 + Penalty 3027.043307 = -1313529.215208
  nChanged 8
		SP:Iteration 46Q (183995.690000 sec): 3 clusters
  Score: Raw -1316557.754981 + Penalty 3027.043307 = -1313530.711674
  nChanged 7
		SP:Iteration 47Q (183995.840000 sec): 3 clusters
  Score: Raw -1316558.916633 + Penalty 3027.043307 = -1313531.873326
  nChanged 3
		SP:Iteration 48Q (183996.010000 sec): 3 clusters
  Score: Raw -1316559.544948 + Penalty 3027.043307 = -1313532.501641
  nChanged 3
		SP:Iteration 49Q (183996.150000 sec): 3 clusters
  Score: Raw -1316560.090577 + Penalty 3027.043307 = -1313533.047270
  nChanged 3
		SP:Iteration 50Q (183996.300000 sec): 3 clusters
  Score: Raw -1316560.440480 + Penalty 3027.043307 = -1313533.397173
  nChanged 3
		SP:Iteration 51Q (183996.480000 sec): 3 clusters
  Score: Raw -1316560.842560 + Penalty 3027.043307 = -1313533.799253
  nChanged 5
		SP:Iteration 52Q (183996.620000 sec): 3 clusters
  Score: Raw -1316561.961089 + Penalty 3027.043307 = -1313534.917781
  nChanged 5
		SP:Iteration 53Q (183996.780000 sec): 3 clusters
  Score: Raw -1316563.186367 + Penalty 3027.043307 = -1313536.143060
  nChanged 3
		SP:Iteration 54Q (183996.920000 sec): 3 clusters
  Score: Raw -1316563.640733 + Penalty 3027.043307 = -1313536.597426
  nChanged 3
		SP:Iteration 55Q (183997.070000 sec): 3 clusters
  Score: Raw -1316564.113690 + Penalty 3027.043307 = -1313537.070383
  nChanged 2
		SP:Iteration 56Q (183997.240000 sec): 3 clusters
  Score: Raw -1316564.556652 + Penalty 3027.043307 = -1313537.513345
  nChanged 1
		SP:Iteration 57Q (183997.390000 sec): 3 clusters
  Score: Raw -1316564.593303 + Penalty 3027.043307 = -1313537.549996
  nChanged 0
		SP:Iteration 58F (183997.550000 sec): 3 clusters
  Score: Raw -1316564.593303 + Penalty 3027.043307 = -1313537.549996
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 42 (10545 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183997.700000 sec): 2 clusters
  Score: Raw -1236383.064469 + Penalty 1505.303653 = -1234877.760816
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183997.890000 sec): 3 clusters
  Score: Raw -1230401.202388 + Penalty 3010.607305 = -1227390.595083
  nChanged 4564
		SP:Iteration 1F (183998.020000 sec): 3 clusters
  Score: Raw -1233069.612849 + Penalty 3010.607305 = -1230059.005543
  nChanged 804
		SP:Iteration 2F (183998.170000 sec): 3 clusters
  Score: Raw -1233661.661720 + Penalty 3010.607305 = -1230651.054415
  nChanged 846
		SP:Iteration 3F (183998.340000 sec): 3 clusters
  Score: Raw -1234454.046325 + Penalty 3010.607305 = -1231443.439020
  nChanged 794
		SP:Iteration 4F (183998.490000 sec): 3 clusters
  Score: Raw -1235202.894112 + Penalty 3010.607305 = -1232192.286807
  nChanged 671
		SP:Iteration 5F (183998.640000 sec): 3 clusters
  Score: Raw -1235720.609990 + Penalty 3010.607305 = -1232710.002684
  nChanged 556
		SP:Iteration 6F (183998.820000 sec): 3 clusters
  Score: Raw -1236101.965969 + Penalty 3010.607305 = -1233091.358664
  nChanged 483
		SP:Iteration 7Q (183998.960000 sec): 3 clusters
  Score: Raw -1236459.113048 + Penalty 3010.607305 = -1233448.505743
  nChanged 426
		SP:Iteration 8Q (183999.110000 sec): 3 clusters
  Score: Raw -1236757.039628 + Penalty 3010.607305 = -1233746.432323
  nChanged 342
		SP:Iteration 9Q (183999.290000 sec): 3 clusters
  Score: Raw -1236956.866242 + Penalty 3010.607305 = -1233946.258937
  nChanged 275
		SP:Iteration 10Q (183999.430000 sec): 3 clusters
  Score: Raw -1237099.828376 + Penalty 3010.607305 = -1234089.221071
  nChanged 202
		SP:Iteration 11Q (183999.580000 sec): 3 clusters
  Score: Raw -1237196.750001 + Penalty 3010.607305 = -1234186.142696
  nChanged 170
		SP:Iteration 12Q (183999.730000 sec): 3 clusters
  Score: Raw -1237270.631243 + Penalty 3010.607305 = -1234260.023938
  nChanged 148
		SP:Iteration 13Q (183999.870000 sec): 3 clusters
  Score: Raw -1237329.399226 + Penalty 3010.607305 = -1234318.791921
  nChanged 131
		SP:Iteration 14Q (184000.030000 sec): 3 clusters
  Score: Raw -1237368.863019 + Penalty 3010.607305 = -1234358.255714
  nChanged 100
		SP:Iteration 15Q (184000.210000 sec): 3 clusters
  Score: Raw -1237393.805260 + Penalty 3010.607305 = -1234383.197954
  nChanged 64
		SP:Iteration 16Q (184000.340000 sec): 3 clusters
  Score: Raw -1237405.069712 + Penalty 3010.607305 = -1234394.462406
  nChanged 50
		SP:Iteration 17Q (184000.490000 sec): 3 clusters
  Score: Raw -1237412.930701 + Penalty 3010.607305 = -1234402.323396
  nChanged 37
		SP:Iteration 18Q (184000.660000 sec): 3 clusters
  Score: Raw -1237419.467399 + Penalty 3010.607305 = -1234408.860094
  nChanged 28
		SP:Iteration 19Q (184000.800000 sec): 3 clusters
  Score: Raw -1237423.914114 + Penalty 3010.607305 = -1234413.306809
  nChanged 29
		SP:Iteration 20F (184000.950000 sec): 3 clusters
  Score: Raw -1237427.948761 + Penalty 3010.607305 = -1234417.341456
  nChanged 28
		SP:Iteration 21Q (184001.130000 sec): 3 clusters
  Score: Raw -1237432.104850 + Penalty 3010.607305 = -1234421.497545
  nChanged 20
		SP:Iteration 22Q (184001.260000 sec): 3 clusters
  Score: Raw -1237434.889574 + Penalty 3010.607305 = -1234424.282268
  nChanged 22
		SP:Iteration 23Q (184001.410000 sec): 3 clusters
  Score: Raw -1237437.890439 + Penalty 3010.607305 = -1234427.283134
  nChanged 13
		SP:Iteration 24Q (184001.590000 sec): 3 clusters
  Score: Raw -1237439.232667 + Penalty 3010.607305 = -1234428.625362
  nChanged 11
		SP:Iteration 25Q (184001.720000 sec): 3 clusters
  Score: Raw -1237440.496649 + Penalty 3010.607305 = -1234429.889344
  nChanged 12
		SP:Iteration 26Q (184001.870000 sec): 3 clusters
  Score: Raw -1237442.508558 + Penalty 3010.607305 = -1234431.901253
  nChanged 13
		SP:Iteration 27Q (184002.050000 sec): 3 clusters
  Score: Raw -1237444.143825 + Penalty 3010.607305 = -1234433.536520
  nChanged 11
		SP:Iteration 28Q (184002.190000 sec): 3 clusters
  Score: Raw -1237446.557422 + Penalty 3010.607305 = -1234435.950117
  nChanged 15
		SP:Iteration 29Q (184002.330000 sec): 3 clusters
  Score: Raw -1237449.335428 + Penalty 3010.607305 = -1234438.728123
  nChanged 13
		SP:Iteration 30Q (184002.510000 sec): 3 clusters
  Score: Raw -1237451.400773 + Penalty 3010.607305 = -1234440.793467
  nChanged 14
		SP:Iteration 31Q (184002.650000 sec): 3 clusters
  Score: Raw -1237453.321710 + Penalty 3010.607305 = -1234442.714405
  nChanged 12
		SP:Iteration 32Q (184002.800000 sec): 3 clusters
  Score: Raw -1237455.224511 + Penalty 3010.607305 = -1234444.617206
  nChanged 12
		SP:Iteration 33Q (184002.970000 sec): 3 clusters
  Score: Raw -1237457.017409 + Penalty 3010.607305 = -1234446.410104
  nChanged 12
		SP:Iteration 34Q (184003.110000 sec): 3 clusters
  Score: Raw -1237458.483237 + Penalty 3010.607305 = -1234447.875932
  nChanged 5
		SP:Iteration 35Q (184003.260000 sec): 3 clusters
  Score: Raw -1237458.992520 + Penalty 3010.607305 = -1234448.385215
  nChanged 5
		SP:Iteration 36Q (184003.430000 sec): 3 clusters
  Score: Raw -1237459.493886 + Penalty 3010.607305 = -1234448.886581
  nChanged 0
		SP:Iteration 37F (184003.570000 sec): 3 clusters
  Score: Raw -1237459.493886 + Penalty 3010.607305 = -1234448.886581
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 43 (1251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (184003.630000 sec): 2 clusters
  Score: Raw -133629.685343 + Penalty 1158.901008 = -132470.784335
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (184003.660000 sec): 3 clusters
  Score: Raw -133221.117612 + Penalty 2317.802016 = -130903.315596
  nChanged 409
		SP:Iteration 1F (184003.690000 sec): 3 clusters
  Score: Raw -133557.285407 + Penalty 2317.802016 = -131239.483391
  nChanged 110
		SP:Iteration 2F (184003.710000 sec): 3 clusters
  Score: Raw -133693.026848 + Penalty 2317.802016 = -131375.224832
  nChanged 71
		SP:Iteration 3F (184003.740000 sec): 3 clusters
  Score: Raw -133769.576499 + Penalty 2317.802016 = -131451.774483
  nChanged 46
		SP:Iteration 4Q (184003.760000 sec): 3 clusters
  Score: Raw -133820.111721 + Penalty 2317.802016 = -131502.309705
  nChanged 41
		SP:Iteration 5Q (184003.790000 sec): 3 clusters
  Score: Raw -133868.711182 + Penalty 2317.802016 = -131550.909166
  nChanged 30
		SP:Iteration 6Q (184003.810000 sec): 3 clusters
  Score: Raw -133908.423669 + Penalty 2317.802016 = -131590.621653
  nChanged 31
		SP:Iteration 7Q (184003.830000 sec): 3 clusters
  Score: Raw -133946.032688 + Penalty 2317.802016 = -131628.230672
  nChanged 27
		SP:Iteration 8Q (184003.860000 sec): 3 clusters
  Score: Raw -133982.143239 + Penalty 2317.802016 = -131664.341223
  nChanged 29
		SP:Iteration 9Q (184003.880000 sec): 3 clusters
  Score: Raw -134013.768904 + Penalty 2317.802016 = -131695.966888
  nChanged 20
		SP:Iteration 10Q (184003.900000 sec): 3 clusters
  Score: Raw -134031.303095 + Penalty 2317.802016 = -131713.501079
  nChanged 12
		SP:Iteration 11Q (184003.930000 sec): 3 clusters
  Score: Raw -134042.284641 + Penalty 2317.802016 = -131724.482625
  nChanged 8
		SP:Iteration 12Q (184003.950000 sec): 3 clusters
  Score: Raw -134047.492563 + Penalty 2317.802016 = -131729.690547
  nChanged 5
		SP:Iteration 13Q (184003.970000 sec): 3 clusters
  Score: Raw -134053.396051 + Penalty 2317.802016 = -131735.594035
  nChanged 7
		SP:Iteration 14Q (184003.990000 sec): 3 clusters
  Score: Raw -134058.824868 + Penalty 2317.802016 = -131741.022852
  nChanged 3
		SP:Iteration 15Q (184004.020000 sec): 3 clusters
  Score: Raw -134062.768548 + Penalty 2317.802016 = -131744.966532
  nChanged 7
		SP:Iteration 16Q (184004.040000 sec): 3 clusters
  Score: Raw -134069.928865 + Penalty 2317.802016 = -131752.126849
  nChanged 6
		SP:Iteration 17Q (184004.060000 sec): 3 clusters
  Score: Raw -134075.676981 + Penalty 2317.802016 = -131757.874965
  nChanged 7
		SP:Iteration 18Q (184004.090000 sec): 3 clusters
  Score: Raw -134086.166715 + Penalty 2317.802016 = -131768.364699
  nChanged 7
		SP:Iteration 19Q (184004.110000 sec): 3 clusters
  Score: Raw -134096.638622 + Penalty 2317.802016 = -131778.836606
  nChanged 10
		SP:Iteration 20F (184004.130000 sec): 3 clusters
  Score: Raw -134116.035849 + Penalty 2317.802016 = -131798.233833
  nChanged 8
		SP:Iteration 21Q (184004.160000 sec): 3 clusters
  Score: Raw -134120.883871 + Penalty 2317.802016 = -131803.081855
  nChanged 4
		SP:Iteration 22Q (184004.180000 sec): 3 clusters
  Score: Raw -134124.709282 + Penalty 2317.802016 = -131806.907266
  nChanged 5
		SP:Iteration 23Q (184004.200000 sec): 3 clusters
  Score: Raw -134126.781477 + Penalty 2317.802016 = -131808.979461
  nChanged 1
		SP:Iteration 24Q (184004.230000 sec): 3 clusters
  Score: Raw -134127.386125 + Penalty 2317.802016 = -131809.584109
  nChanged 1
		SP:Iteration 25Q (184004.250000 sec): 3 clusters
  Score: Raw -134127.907294 + Penalty 2317.802016 = -131810.105278
  nChanged 3
		SP:Iteration 26Q (184004.270000 sec): 3 clusters
  Score: Raw -134130.264228 + Penalty 2317.802016 = -131812.462212
  nChanged 3
		SP:Iteration 27Q (184004.290000 sec): 3 clusters
  Score: Raw -134131.339850 + Penalty 2317.802016 = -131813.537834
  nChanged 3
		SP:Iteration 28Q (184004.320000 sec): 3 clusters
  Score: Raw -134133.427561 + Penalty 2317.802016 = -131815.625545
  nChanged 1
		SP:Iteration 29Q (184004.340000 sec): 3 clusters
  Score: Raw -134133.597045 + Penalty 2317.802016 = -131815.795029
  nChanged 0
		SP:Iteration 30F (184004.360000 sec): 3 clusters
  Score: Raw -134133.597045 + Penalty 2317.802016 = -131815.795029
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 44 (444 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (184004.400000 sec): 2 clusters
  Score: Raw -50468.544607 + Penalty 990.571491 = -49477.973116
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (184004.410000 sec): 3 clusters
  Score: Raw -50451.494894 + Penalty 1981.142983 = -48470.351912
  nChanged 102
		SP:Iteration 1F (184004.420000 sec): 3 clusters
  Score: Raw -50673.807774 + Penalty 1981.142983 = -48692.664791
  nChanged 38
		SP:Iteration 2F (184004.430000 sec): 3 clusters
  Score: Raw -50761.626872 + Penalty 1981.142983 = -48780.483889
  nChanged 21
		SP:Iteration 3Q (184004.440000 sec): 3 clusters
  Score: Raw -50881.360439 + Penalty 1981.142983 = -48900.217457
  nChanged 21
		SP:Iteration 4Q (184004.450000 sec): 3 clusters
  Score: Raw -51149.809888 + Penalty 1981.142983 = -49168.666905
  nChanged 30
		SP:Iteration 5F (184004.460000 sec): 3 clusters
  Score: Raw -51521.091638 + Penalty 1981.142983 = -49539.948656
  nChanged 32
		SP:Iteration 6F (184004.470000 sec): 3 clusters
  Score: Raw -51623.886215 + Penalty 1981.142983 = -49642.743233
  nChanged 17
		SP:Iteration 7Q (184004.470000 sec): 3 clusters
  Score: Raw -51712.561215 + Penalty 1981.142983 = -49731.418232
  nChanged 12
		SP:Iteration 8Q (184004.490000 sec): 3 clusters
  Score: Raw -51783.240701 + Penalty 1981.142983 = -49802.097718
  nChanged 5
		SP:Iteration 9Q (184004.490000 sec): 3 clusters
  Score: Raw -51811.849695 + Penalty 1981.142983 = -49830.706712
  nChanged 3
		SP:Iteration 10Q (184004.500000 sec): 3 clusters
  Score: Raw -51829.109263 + Penalty 1981.142983 = -49847.966281
  nChanged 2
		SP:Iteration 11Q (184004.510000 sec): 3 clusters
  Score: Raw -51838.082797 + Penalty 1981.142983 = -49856.939814
  nChanged 2
		SP:Iteration 12Q (184004.520000 sec): 3 clusters
  Score: Raw -51855.592047 + Penalty 1981.142983 = -49874.449065
  nChanged 1
		SP:Iteration 13Q (184004.530000 sec): 3 clusters
  Score: Raw -51858.496601 + Penalty 1981.142983 = -49877.353619
  nChanged 0
		SP:Iteration 14F (184004.540000 sec): 3 clusters
  Score: Raw -51858.496601 + Penalty 1981.142983 = -49877.353619
  nChanged 0
  Score: Raw -119145499.720789 + Penalty 265543.287490 = -118879956.433299

Splitting cluster 44 changes total score from -118880805.349980 to -118879956.433299

 So it's not getting split.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 45 (650 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (184430.560000 sec): 2 clusters
  Score: Raw -74556.309097 + Penalty 1052.508009 = -73503.801088
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (184430.570000 sec): 3 clusters
  Score: Raw -74461.715044 + Penalty 2105.016018 = -72356.699026
  nChanged 170
		SP:Iteration 1F (184430.590000 sec): 3 clusters
  Score: Raw -74642.269945 + Penalty 2105.016018 = -72537.253927
  nChanged 30
		SP:Iteration 2Q (184430.600000 sec): 3 clusters
  Score: Raw -74687.517150 + Penalty 2105.016018 = -72582.501132
  nChanged 19
		SP:Iteration 3Q (184430.620000 sec): 3 clusters
  Score: Raw -74715.800499 + Penalty 2105.016018 = -72610.784481
  nChanged 16
		SP:Iteration 4Q (184430.630000 sec): 3 clusters
  Score: Raw -74734.184695 + Penalty 2105.016018 = -72629.168677
  nChanged 6
		SP:Iteration 5Q (184430.650000 sec): 3 clusters
  Score: Raw -74740.727413 + Penalty 2105.016018 = -72635.711395
  nChanged 2
		SP:Iteration 6Q (184430.670000 sec): 3 clusters
  Score: Raw -74745.221469 + Penalty 2105.016018 = -72640.205451
  nChanged 4
		SP:Iteration 7Q (184430.680000 sec): 3 clusters
  Score: Raw -74749.875339 + Penalty 2105.016018 = -72644.859321
  nChanged 4
		SP:Iteration 8Q (184430.700000 sec): 3 clusters
  Score: Raw -74756.003223 + Penalty 2105.016018 = -72650.987205
  nChanged 5
		SP:Iteration 9Q (184430.710000 sec): 3 clusters
  Score: Raw -74761.981792 + Penalty 2105.016018 = -72656.965774
  nChanged 3
		SP:Iteration 10Q (184430.720000 sec): 3 clusters
  Score: Raw -74765.101949 + Penalty 2105.016018 = -72660.085931
  nChanged 6
		SP:Iteration 11Q (184430.740000 sec): 3 clusters
  Score: Raw -74770.956223 + Penalty 2105.016018 = -72665.940205
  nChanged 4
		SP:Iteration 12Q (184430.750000 sec): 3 clusters
  Score: Raw -74776.405818 + Penalty 2105.016018 = -72671.389800
  nChanged 3
		SP:Iteration 13Q (184430.760000 sec): 3 clusters
  Score: Raw -74781.237892 + Penalty 2105.016018 = -72676.221874
  nChanged 3
		SP:Iteration 14Q (184430.780000 sec): 3 clusters
  Score: Raw -74788.313788 + Penalty 2105.016018 = -72683.297770
  nChanged 3
		SP:Iteration 15Q (184430.790000 sec): 3 clusters
  Score: Raw -74793.596782 + Penalty 2105.016018 = -72688.580765
  nChanged 4
		SP:Iteration 16Q (184430.800000 sec): 3 clusters
  Score: Raw -74798.686284 + Penalty 2105.016018 = -72693.670266
  nChanged 3
		SP:Iteration 17Q (184430.810000 sec): 3 clusters
  Score: Raw -74801.219487 + Penalty 2105.016018 = -72696.203469
  nChanged 1
		SP:Iteration 18Q (184430.830000 sec): 3 clusters
  Score: Raw -74803.253202 + Penalty 2105.016018 = -72698.237184
  nChanged 1
		SP:Iteration 19Q (184430.840000 sec): 3 clusters
  Score: Raw -74804.341225 + Penalty 2105.016018 = -72699.325207
  nChanged 0
		SP:Iteration 20F (184430.850000 sec): 3 clusters
  Score: Raw -74804.341225 + Penalty 2105.016018 = -72699.325207
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 46 (3758 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (184430.920000 sec): 2 clusters
  Score: Raw -442423.419071 + Penalty 1337.641854 = -441085.777216
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (184431.000000 sec): 3 clusters
  Score: Raw -440563.703288 + Penalty 2675.283708 = -437888.419579
  nChanged 1495
		SP:Iteration 1F (184431.070000 sec): 3 clusters
  Score: Raw -441472.979181 + Penalty 2675.283708 = -438797.695472
  nChanged 323
		SP:Iteration 2F (184431.140000 sec): 3 clusters
  Score: Raw -441715.763663 + Penalty 2675.283708 = -439040.479954
  nChanged 234
		SP:Iteration 3F (184431.200000 sec): 3 clusters
  Score: Raw -441901.168733 + Penalty 2675.283708 = -439225.885025
  nChanged 197
		SP:Iteration 4F (184431.270000 sec): 3 clusters
  Score: Raw -442035.735183 + Penalty 2675.283708 = -439360.451475
  nChanged 158
		SP:Iteration 5Q (184431.340000 sec): 3 clusters
  Score: Raw -442137.179610 + Penalty 2675.283708 = -439461.895901
  nChanged 137
		SP:Iteration 6Q (184431.410000 sec): 3 clusters
  Score: Raw -442229.732311 + Penalty 2675.283708 = -439554.448602
  nChanged 125
		SP:Iteration 7Q (184431.480000 sec): 3 clusters
  Score: Raw -442301.739423 + Penalty 2675.283708 = -439626.455714
  nChanged 95
		SP:Iteration 8Q (184431.540000 sec): 3 clusters
  Score: Raw -442348.987257 + Penalty 2675.283708 = -439673.703549
  nChanged 79
		SP:Iteration 9Q (184431.610000 sec): 3 clusters
  Score: Raw -442392.692509 + Penalty 2675.283708 = -439717.408800
  nChanged 69
		SP:Iteration 10Q (184431.680000 sec): 3 clusters
  Score: Raw -442436.359097 + Penalty 2675.283708 = -439761.075389
  nChanged 73
		SP:Iteration 11Q (184431.740000 sec): 3 clusters
  Score: Raw -442478.635624 + Penalty 2675.283708 = -439803.351916
  nChanged 61
		SP:Iteration 12Q (184431.810000 sec): 3 clusters
  Score: Raw -442512.370674 + Penalty 2675.283708 = -439837.086965
  nChanged 62
		SP:Iteration 13Q (184431.880000 sec): 3 clusters
  Score: Raw -442546.668129 + Penalty 2675.283708 = -439871.384421
  nChanged 60
		SP:Iteration 14Q (184431.940000 sec): 3 clusters
  Score: Raw -442573.345393 + Penalty 2675.283708 = -439898.061684
  nChanged 43
		SP:Iteration 15Q (184432.010000 sec): 3 clusters
  Score: Raw -442592.260744 + Penalty 2675.283708 = -439916.977035
  nChanged 44
		SP:Iteration 16Q (184432.080000 sec): 3 clusters
  Score: Raw -442609.788761 + Penalty 2675.283708 = -439934.505053
  nChanged 32
		SP:Iteration 17Q (184432.150000 sec): 3 clusters
  Score: Raw -442624.978839 + Penalty 2675.283708 = -439949.695130
  nChanged 34
		SP:Iteration 18Q (184432.210000 sec): 3 clusters
  Score: Raw -442638.845774 + Penalty 2675.283708 = -439963.562066
  nChanged 33
		SP:Iteration 19Q (184432.280000 sec): 3 clusters
  Score: Raw -442650.459752 + Penalty 2675.283708 = -439975.176043
  nChanged 37
		SP:Iteration 20F (184432.350000 sec): 3 clusters
  Score: Raw -442661.993002 + Penalty 2675.283708 = -439986.709293
  nChanged 21
		SP:Iteration 21Q (184432.410000 sec): 3 clusters
  Score: Raw -442666.448509 + Penalty 2675.283708 = -439991.164800
  nChanged 10
		SP:Iteration 22Q (184432.480000 sec): 3 clusters
  Score: Raw -442668.228854 + Penalty 2675.283708 = -439992.945146
  nChanged 3
		SP:Iteration 23Q (184432.550000 sec): 3 clusters
  Score: Raw -442668.992035 + Penalty 2675.283708 = -439993.708326
  nChanged 3
		SP:Iteration 24Q (184432.610000 sec): 3 clusters
  Score: Raw -442669.809093 + Penalty 2675.283708 = -439994.525384
  nChanged 5
		SP:Iteration 25Q (184432.680000 sec): 3 clusters
  Score: Raw -442670.982273 + Penalty 2675.283708 = -439995.698564
  nChanged 5
		SP:Iteration 26Q (184432.750000 sec): 3 clusters
  Score: Raw -442672.278553 + Penalty 2675.283708 = -439996.994844
  nChanged 4
		SP:Iteration 27Q (184432.810000 sec): 3 clusters
  Score: Raw -442673.493233 + Penalty 2675.283708 = -439998.209524
  nChanged 5
		SP:Iteration 28Q (184432.880000 sec): 3 clusters
  Score: Raw -442674.516407 + Penalty 2675.283708 = -439999.232698
  nChanged 6
		SP:Iteration 29Q (184432.950000 sec): 3 clusters
  Score: Raw -442676.092480 + Penalty 2675.283708 = -440000.808772
  nChanged 8
		SP:Iteration 30Q (184433.010000 sec): 3 clusters
  Score: Raw -442679.653525 + Penalty 2675.283708 = -440004.369817
  nChanged 15
		SP:Iteration 31Q (184433.080000 sec): 3 clusters
  Score: Raw -442683.586850 + Penalty 2675.283708 = -440008.303141
  nChanged 11
		SP:Iteration 32Q (184433.150000 sec): 3 clusters
  Score: Raw -442686.606791 + Penalty 2675.283708 = -440011.323082
  nChanged 5
		SP:Iteration 33Q (184433.210000 sec): 3 clusters
  Score: Raw -442688.459057 + Penalty 2675.283708 = -440013.175349
  nChanged 5
		SP:Iteration 34Q (184433.280000 sec): 3 clusters
  Score: Raw -442689.436975 + Penalty 2675.283708 = -440014.153266
  nChanged 3
		SP:Iteration 35Q (184433.350000 sec): 3 clusters
  Score: Raw -442690.210760 + Penalty 2675.283708 = -440014.927051
  nChanged 3
		SP:Iteration 36Q (184433.410000 sec): 3 clusters
  Score: Raw -442691.103320 + Penalty 2675.283708 = -440015.819612
  nChanged 3
		SP:Iteration 37Q (184433.480000 sec): 3 clusters
  Score: Raw -442692.213890 + Penalty 2675.283708 = -440016.930182
  nChanged 3
		SP:Iteration 38Q (184433.550000 sec): 3 clusters
  Score: Raw -442693.013679 + Penalty 2675.283708 = -440017.729970
  nChanged 6
		SP:Iteration 39Q (184433.610000 sec): 3 clusters
  Score: Raw -442695.170353 + Penalty 2675.283708 = -440019.886644
  nChanged 3
		SP:Iteration 40F (184433.680000 sec): 3 clusters
  Score: Raw -442695.701901 + Penalty 2675.283708 = -440020.418192
  nChanged 3
		SP:Iteration 41Q (184433.750000 sec): 3 clusters
  Score: Raw -442696.503262 + Penalty 2675.283708 = -440021.219553
  nChanged 4
		SP:Iteration 42Q (184433.820000 sec): 3 clusters
  Score: Raw -442697.388394 + Penalty 2675.283708 = -440022.104686
  nChanged 5
		SP:Iteration 43Q (184433.880000 sec): 3 clusters
  Score: Raw -442698.548611 + Penalty 2675.283708 = -440023.264903
  nChanged 2
		SP:Iteration 44Q (184433.950000 sec): 3 clusters
  Score: Raw -442698.803921 + Penalty 2675.283708 = -440023.520213
  nChanged 0
		SP:Iteration 45F (184434.020000 sec): 3 clusters
  Score: Raw -442698.803921 + Penalty 2675.283708 = -440023.520213
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 47 (8061 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (184434.110000 sec): 2 clusters
  Score: Raw -899590.973511 + Penalty 1461.653846 = -898129.319665
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (184434.260000 sec): 3 clusters
  Score: Raw -895120.786077 + Penalty 2923.307692 = -892197.478385
  nChanged 3486
		SP:Iteration 1F (184434.400000 sec): 3 clusters
  Score: Raw -897222.938304 + Penalty 2923.307692 = -894299.630613
  nChanged 650
		SP:Iteration 2F (184434.520000 sec): 3 clusters
  Score: Raw -897631.830327 + Penalty 2923.307692 = -894708.522636
  nChanged 561
		SP:Iteration 3F (184434.640000 sec): 3 clusters
  Score: Raw -897981.304498 + Penalty 2923.307692 = -895057.996807
  nChanged 495
		SP:Iteration 4F (184434.770000 sec): 3 clusters
  Score: Raw -898292.448314 + Penalty 2923.307692 = -895369.140623
  nChanged 423
		SP:Iteration 5F (184434.900000 sec): 3 clusters
  Score: Raw -898563.868728 + Penalty 2923.307692 = -895640.561037
  nChanged 392
		SP:Iteration 6Q (184435.030000 sec): 3 clusters
  Score: Raw -898781.885090 + Penalty 2923.307692 = -895858.577399
  nChanged 314
		SP:Iteration 7Q (184435.160000 sec): 3 clusters
  Score: Raw -898946.577766 + Penalty 2923.307692 = -896023.270074
  nChanged 252
		SP:Iteration 8Q (184435.280000 sec): 3 clusters
  Score: Raw -899067.685985 + Penalty 2923.307692 = -896144.378293
  nChanged 204
		SP:Iteration 9Q (184435.410000 sec): 3 clusters
  Score: Raw -899170.818751 + Penalty 2923.307692 = -896247.511060
  nChanged 188
		SP:Iteration 10Q (184435.540000 sec): 3 clusters
  Score: Raw -899283.608476 + Penalty 2923.307692 = -896360.300785
  nChanged 202
		SP:Iteration 11Q (184435.660000 sec): 3 clusters
  Score: Raw -899418.651761 + Penalty 2923.307692 = -896495.344070
  nChanged 194
		SP:Iteration 12Q (184435.790000 sec): 3 clusters
  Score: Raw -899562.179708 + Penalty 2923.307692 = -896638.872017
  nChanged 203
		SP:Iteration 13Q (184435.920000 sec): 3 clusters
  Score: Raw -899715.840956 + Penalty 2923.307692 = -896792.533264
  nChanged 193
		SP:Iteration 14Q (184436.040000 sec): 3 clusters
  Score: Raw -899827.714419 + Penalty 2923.307692 = -896904.406727
  nChanged 159
		SP:Iteration 15Q (184436.160000 sec): 3 clusters
  Score: Raw -899891.246646 + Penalty 2923.307692 = -896967.938954
  nChanged 129
		SP:Iteration 16Q (184436.280000 sec): 3 clusters
  Score: Raw -899946.000078 + Penalty 2923.307692 = -897022.692386
  nChanged 129
		SP:Iteration 17Q (184436.400000 sec): 3 clusters
  Score: Raw -900012.091997 + Penalty 2923.307692 = -897088.784305
  nChanged 128
		SP:Iteration 18Q (184436.520000 sec): 3 clusters
  Score: Raw -900083.362080 + Penalty 2923.307692 = -897160.054388
  nChanged 125
		SP:Iteration 19Q (184436.640000 sec): 3 clusters
  Score: Raw -900161.689058 + Penalty 2923.307692 = -897238.381366
  nChanged 103
		SP:Iteration 20F (184436.760000 sec): 3 clusters
  Score: Raw -900229.040162 + Penalty 2923.307692 = -897305.732470
  nChanged 89
		SP:Iteration 21Q (184436.880000 sec): 3 clusters
  Score: Raw -900273.274122 + Penalty 2923.307692 = -897349.966430
  nChanged 62
		SP:Iteration 22Q (184437.000000 sec): 3 clusters
  Score: Raw -900298.383336 + Penalty 2923.307692 = -897375.075644
  nChanged 56
		SP:Iteration 23Q (184437.110000 sec): 3 clusters
  Score: Raw -900322.834866 + Penalty 2923.307692 = -897399.527175
  nChanged 52
		SP:Iteration 24Q (184437.230000 sec): 3 clusters
  Score: Raw -900350.153355 + Penalty 2923.307692 = -897426.845664
  nChanged 62
		SP:Iteration 25Q (184437.340000 sec): 3 clusters
  Score: Raw -900384.793354 + Penalty 2923.307692 = -897461.485662
  nChanged 61
		SP:Iteration 26Q (184437.460000 sec): 3 clusters
  Score: Raw -900414.663883 + Penalty 2923.307692 = -897491.356191
  nChanged 48
		SP:Iteration 27Q (184437.580000 sec): 3 clusters
  Score: Raw -900435.973118 + Penalty 2923.307692 = -897512.665426
  nChanged 44
		SP:Iteration 28Q (184437.700000 sec): 3 clusters
  Score: Raw -900460.855200 + Penalty 2923.307692 = -897537.547508
  nChanged 43
		SP:Iteration 29Q (184437.820000 sec): 3 clusters
  Score: Raw -900483.618605 + Penalty 2923.307692 = -897560.310913
  nChanged 40
		SP:Iteration 30Q (184437.940000 sec): 3 clusters
  Score: Raw -900505.400929 + Penalty 2923.307692 = -897582.093237
  nChanged 33
		SP:Iteration 31Q (184438.060000 sec): 3 clusters
  Score: Raw -900525.464355 + Penalty 2923.307692 = -897602.156663
  nChanged 26
		SP:Iteration 32Q (184438.190000 sec): 3 clusters
  Score: Raw -900539.884004 + Penalty 2923.307692 = -897616.576312
  nChanged 22
		SP:Iteration 33Q (184438.310000 sec): 3 clusters
  Score: Raw -900548.703559 + Penalty 2923.307692 = -897625.395867
  nChanged 14
		SP:Iteration 34Q (184438.430000 sec): 3 clusters
  Score: Raw -900554.329754 + Penalty 2923.307692 = -897631.022063
  nChanged 10
		SP:Iteration 35Q (184438.550000 sec): 3 clusters
  Score: Raw -900558.001950 + Penalty 2923.307692 = -897634.694258
  nChanged 11
		SP:Iteration 36Q (184438.670000 sec): 3 clusters
  Score: Raw -900562.454035 + Penalty 2923.307692 = -897639.146344
  nChanged 6
		SP:Iteration 37Q (184438.790000 sec): 3 clusters
  Score: Raw -900564.563126 + Penalty 2923.307692 = -897641.255435
  nChanged 5
		SP:Iteration 38Q (184438.920000 sec): 3 clusters
  Score: Raw -900566.552257 + Penalty 2923.307692 = -897643.244565
  nChanged 1
		SP:Iteration 39Q (184439.040000 sec): 3 clusters
  Score: Raw -900567.132989 + Penalty 2923.307692 = -897643.825298
  nChanged 2
		SP:Iteration 40F (184439.160000 sec): 3 clusters
  Score: Raw -900567.931459 + Penalty 2923.307692 = -897644.623768
  nChanged 1
		SP:Iteration 41Q (184439.280000 sec): 3 clusters
  Score: Raw -900568.050241 + Penalty 2923.307692 = -897644.742550
  nChanged 0
		SP:Iteration 42F (184439.410000 sec): 3 clusters
  Score: Raw -900568.050241 + Penalty 2923.307692 = -897644.742550
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 48 (3916 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (184439.490000 sec): 2 clusters
  Score: Raw -441202.309545 + Penalty 1344.334226 = -439857.975319
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (184439.570000 sec): 3 clusters
  Score: Raw -439288.704487 + Penalty 2688.668451 = -436600.036036
  nChanged 1514
		SP:Iteration 1F (184439.640000 sec): 3 clusters
  Score: Raw -440172.279813 + Penalty 2688.668451 = -437483.611362
  nChanged 331
		SP:Iteration 2F (184439.710000 sec): 3 clusters
  Score: Raw -440377.728754 + Penalty 2688.668451 = -437689.060303
  nChanged 238
		SP:Iteration 3F (184439.780000 sec): 3 clusters
  Score: Raw -440530.451394 + Penalty 2688.668451 = -437841.782942
  nChanged 192
		SP:Iteration 4Q (184439.850000 sec): 3 clusters
  Score: Raw -440664.881032 + Penalty 2688.668451 = -437976.212581
  nChanged 177
		SP:Iteration 5Q (184439.920000 sec): 3 clusters
  Score: Raw -440790.889375 + Penalty 2688.668451 = -438102.220923
  nChanged 157
		SP:Iteration 6Q (184439.990000 sec): 3 clusters
  Score: Raw -440917.399796 + Penalty 2688.668451 = -438228.731345
  nChanged 160
		SP:Iteration 7Q (184440.060000 sec): 3 clusters
  Score: Raw -441059.865033 + Penalty 2688.668451 = -438371.196582
  nChanged 154
		SP:Iteration 8Q (184440.130000 sec): 3 clusters
  Score: Raw -441220.562489 + Penalty 2688.668451 = -438531.894038
  nChanged 175
		SP:Iteration 9Q (184440.200000 sec): 3 clusters
  Score: Raw -441421.244012 + Penalty 2688.668451 = -438732.575560
  nChanged 159
		SP:Iteration 10Q (184440.280000 sec): 3 clusters
  Score: Raw -441603.867805 + Penalty 2688.668451 = -438915.199354
  nChanged 149
		SP:Iteration 11Q (184440.340000 sec): 3 clusters
  Score: Raw -441760.731262 + Penalty 2688.668451 = -439072.062810
  nChanged 120
		SP:Iteration 12Q (184440.410000 sec): 3 clusters
  Score: Raw -441881.335147 + Penalty 2688.668451 = -439192.666696
  nChanged 91
		SP:Iteration 13Q (184440.480000 sec): 3 clusters
  Score: Raw -441979.901694 + Penalty 2688.668451 = -439291.233242
  nChanged 89
		SP:Iteration 14Q (184440.550000 sec): 3 clusters
  Score: Raw -442106.403752 + Penalty 2688.668451 = -439417.735301
  nChanged 70
		SP:Iteration 15Q (184440.620000 sec): 3 clusters
  Score: Raw -442189.911235 + Penalty 2688.668451 = -439501.242784
  nChanged 46
		SP:Iteration 16Q (184440.690000 sec): 3 clusters
  Score: Raw -442225.836285 + Penalty 2688.668451 = -439537.167834
  nChanged 26
		SP:Iteration 17Q (184440.750000 sec): 3 clusters
  Score: Raw -442239.022321 + Penalty 2688.668451 = -439550.353870
  nChanged 13
		SP:Iteration 18Q (184440.820000 sec): 3 clusters
  Score: Raw -442243.445018 + Penalty 2688.668451 = -439554.776567
  nChanged 6
		SP:Iteration 19Q (184440.890000 sec): 3 clusters
  Score: Raw -442246.358338 + Penalty 2688.668451 = -439557.689887
  nChanged 4
		SP:Iteration 20F (184440.960000 sec): 3 clusters
  Score: Raw -442249.227480 + Penalty 2688.668451 = -439560.559029
  nChanged 2
		SP:Iteration 21Q (184441.030000 sec): 3 clusters
  Score: Raw -442250.155525 + Penalty 2688.668451 = -439561.487074
  nChanged 1
		SP:Iteration 22Q (184441.090000 sec): 3 clusters
  Score: Raw -442250.563432 + Penalty 2688.668451 = -439561.894981
  nChanged 1
		SP:Iteration 23Q (184441.160000 sec): 3 clusters
  Score: Raw -442250.792782 + Penalty 2688.668451 = -439562.124331
  nChanged 1
		SP:Iteration 24Q (184441.230000 sec): 3 clusters
  Score: Raw -442250.994827 + Penalty 2688.668451 = -439562.326376
  nChanged 1
		SP:Iteration 25Q (184441.300000 sec): 3 clusters
  Score: Raw -442251.197896 + Penalty 2688.668451 = -439562.529445
  nChanged 1
		SP:Iteration 26Q (184441.370000 sec): 3 clusters
  Score: Raw -442251.538987 + Penalty 2688.668451 = -439562.870536
  nChanged 0
		SP:Iteration 27F (184441.440000 sec): 3 clusters
  Score: Raw -442251.538987 + Penalty 2688.668451 = -439562.870536
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 49 (5368 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (184441.510000 sec): 2 clusters
  Score: Raw -675185.609636 + Penalty 1395.584235 = -673790.025400
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (184441.630000 sec): 3 clusters
  Score: Raw -672352.474975 + Penalty 2791.168471 = -669561.306504
  nChanged 2182
		SP:Iteration 1F (184441.720000 sec): 3 clusters
  Score: Raw -673570.087515 + Penalty 2791.168471 = -670778.919044
  nChanged 401
		SP:Iteration 2F (184441.810000 sec): 3 clusters
  Score: Raw -673789.436625 + Penalty 2791.168471 = -670998.268155
  nChanged 300
		SP:Iteration 3F (184441.910000 sec): 3 clusters
  Score: Raw -673946.283637 + Penalty 2791.168471 = -671155.115167
  nChanged 240
		SP:Iteration 4Q (184442.000000 sec): 3 clusters
  Score: Raw -674071.890459 + Penalty 2791.168471 = -671280.721989
  nChanged 236
		SP:Iteration 5Q (184442.090000 sec): 3 clusters
  Score: Raw -674194.816557 + Penalty 2791.168471 = -671403.648086
  nChanged 206
		SP:Iteration 6Q (184442.180000 sec): 3 clusters
  Score: Raw -674308.115834 + Penalty 2791.168471 = -671516.947363
  nChanged 194
		SP:Iteration 7Q (184442.270000 sec): 3 clusters
  Score: Raw -674407.063078 + Penalty 2791.168471 = -671615.894608
  nChanged 184
		SP:Iteration 8Q (184442.370000 sec): 3 clusters
  Score: Raw -674513.575401 + Penalty 2791.168471 = -671722.406931
  nChanged 170
		SP:Iteration 9Q (184442.460000 sec): 3 clusters
  Score: Raw -674608.641401 + Penalty 2791.168471 = -671817.472930
  nChanged 180
		SP:Iteration 10Q (184442.550000 sec): 3 clusters
  Score: Raw -674704.965294 + Penalty 2791.168471 = -671913.796824
  nChanged 157
		SP:Iteration 11Q (184442.650000 sec): 3 clusters
  Score: Raw -674793.073593 + Penalty 2791.168471 = -672001.905122
  nChanged 158
		SP:Iteration 12Q (184442.740000 sec): 3 clusters
  Score: Raw -674882.730842 + Penalty 2791.168471 = -672091.562371
  nChanged 125
		SP:Iteration 13Q (184442.830000 sec): 3 clusters
  Score: Raw -674942.670901 + Penalty 2791.168471 = -672151.502430
  nChanged 81
		SP:Iteration 14Q (184442.920000 sec): 3 clusters
  Score: Raw -674988.249992 + Penalty 2791.168471 = -672197.081521
  nChanged 89
		SP:Iteration 15Q (184443.010000 sec): 3 clusters
  Score: Raw -675039.198532 + Penalty 2791.168471 = -672248.030062
  nChanged 90
		SP:Iteration 16Q (184443.110000 sec): 3 clusters
  Score: Raw -675093.399436 + Penalty 2791.168471 = -672302.230965
  nChanged 70
		SP:Iteration 17Q (184443.190000 sec): 3 clusters
  Score: Raw -675135.317765 + Penalty 2791.168471 = -672344.149295
  nChanged 68
		SP:Iteration 18Q (184443.290000 sec): 3 clusters
  Score: Raw -675176.954501 + Penalty 2791.168471 = -672385.786031
  nChanged 52
		SP:Iteration 19Q (184443.380000 sec): 3 clusters
  Score: Raw -675207.305817 + Penalty 2791.168471 = -672416.137346
  nChanged 51
		SP:Iteration 20F (184443.470000 sec): 3 clusters
  Score: Raw -675233.611181 + Penalty 2791.168471 = -672442.442711
  nChanged 41
		SP:Iteration 21Q (184443.560000 sec): 3 clusters
  Score: Raw -675250.700052 + Penalty 2791.168471 = -672459.531582
  nChanged 39
		SP:Iteration 22Q (184443.650000 sec): 3 clusters
  Score: Raw -675263.155681 + Penalty 2791.168471 = -672471.987211
  nChanged 23
		SP:Iteration 23Q (184443.740000 sec): 3 clusters
  Score: Raw -675270.598967 + Penalty 2791.168471 = -672479.430496
  nChanged 12
		SP:Iteration 24Q (184443.830000 sec): 3 clusters
  Score: Raw -675274.934540 + Penalty 2791.168471 = -672483.766070
  nChanged 17
		SP:Iteration 25Q (184443.920000 sec): 3 clusters
  Score: Raw -675279.627813 + Penalty 2791.168471 = -672488.459343
  nChanged 15
		SP:Iteration 26Q (184444.010000 sec): 3 clusters
  Score: Raw -675284.697181 + Penalty 2791.168471 = -672493.528710
  nChanged 10
		SP:Iteration 27Q (184444.100000 sec): 3 clusters
  Score: Raw -675287.197623 + Penalty 2791.168471 = -672496.029153
  nChanged 6
		SP:Iteration 28Q (184444.180000 sec): 3 clusters
  Score: Raw -675288.199311 + Penalty 2791.168471 = -672497.030841
  nChanged 1
		SP:Iteration 29Q (184444.280000 sec): 3 clusters
  Score: Raw -675288.308002 + Penalty 2791.168471 = -672497.139532
  nChanged 2
		SP:Iteration 30Q (184444.360000 sec): 3 clusters
  Score: Raw -675288.808016 + Penalty 2791.168471 = -672497.639545
  nChanged 2
		SP:Iteration 31Q (184444.450000 sec): 3 clusters
  Score: Raw -675289.230797 + Penalty 2791.168471 = -672498.062327
  nChanged 1
		SP:Iteration 32Q (184444.540000 sec): 3 clusters
  Score: Raw -675289.354325 + Penalty 2791.168471 = -672498.185855
  nChanged 1
		SP:Iteration 33Q (184444.630000 sec): 3 clusters
  Score: Raw -675289.435924 + Penalty 2791.168471 = -672498.267453
  nChanged 0
		SP:Iteration 34F (184444.720000 sec): 3 clusters
  Score: Raw -675289.435924 + Penalty 2791.168471 = -672498.267453
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 50 (2511 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (184444.790000 sec): 2 clusters
  Score: Raw -290713.939815 + Penalty 1272.120908 = -289441.818907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (184444.840000 sec): 3 clusters
  Score: Raw -289600.063789 + Penalty 2544.241817 = -287055.821972
  nChanged 892
		SP:Iteration 1F (184444.890000 sec): 3 clusters
  Score: Raw -290207.122144 + Penalty 2544.241817 = -287662.880327
  nChanged 229
		SP:Iteration 2F (184444.940000 sec): 3 clusters
  Score: Raw -290410.626068 + Penalty 2544.241817 = -287866.384251
  nChanged 152
		SP:Iteration 3F (184444.990000 sec): 3 clusters
  Score: Raw -290530.657010 + Penalty 2544.241817 = -287986.415193
  nChanged 109
		SP:Iteration 4Q (184445.030000 sec): 3 clusters
  Score: Raw -290615.526146 + Penalty 2544.241817 = -288071.284330
  nChanged 88
		SP:Iteration 5Q (184445.080000 sec): 3 clusters
  Score: Raw -290672.885520 + Penalty 2544.241817 = -288128.643703
  nChanged 76
		SP:Iteration 6Q (184445.130000 sec): 3 clusters
  Score: Raw -290713.062512 + Penalty 2544.241817 = -288168.820696
  nChanged 57
		SP:Iteration 7Q (184445.180000 sec): 3 clusters
  Score: Raw -290747.545446 + Penalty 2544.241817 = -288203.303629
  nChanged 47
		SP:Iteration 8Q (184445.220000 sec): 3 clusters
  Score: Raw -290778.502682 + Penalty 2544.241817 = -288234.260865
  nChanged 49
		SP:Iteration 9Q (184445.270000 sec): 3 clusters
  Score: Raw -290810.970252 + Penalty 2544.241817 = -288266.728435
  nChanged 38
		SP:Iteration 10Q (184445.320000 sec): 3 clusters
  Score: Raw -290832.221989 + Penalty 2544.241817 = -288287.980172
  nChanged 31
		SP:Iteration 11Q (184445.370000 sec): 3 clusters
  Score: Raw -290852.063426 + Penalty 2544.241817 = -288307.821609
  nChanged 26
		SP:Iteration 12Q (184445.420000 sec): 3 clusters
  Score: Raw -290866.573188 + Penalty 2544.241817 = -288322.331371
  nChanged 17
		SP:Iteration 13Q (184445.460000 sec): 3 clusters
  Score: Raw -290876.434852 + Penalty 2544.241817 = -288332.193035
  nChanged 12
		SP:Iteration 14Q (184445.510000 sec): 3 clusters
  Score: Raw -290880.781603 + Penalty 2544.241817 = -288336.539787
  nChanged 13
		SP:Iteration 15Q (184445.560000 sec): 3 clusters
  Score: Raw -290886.442058 + Penalty 2544.241817 = -288342.200242
  nChanged 15
		SP:Iteration 16Q (184445.610000 sec): 3 clusters
  Score: Raw -290892.859524 + Penalty 2544.241817 = -288348.617708
  nChanged 14
		SP:Iteration 17Q (184445.660000 sec): 3 clusters
  Score: Raw -290901.152178 + Penalty 2544.241817 = -288356.910362
  nChanged 17
		SP:Iteration 18Q (184445.710000 sec): 3 clusters
  Score: Raw -290909.836746 + Penalty 2544.241817 = -288365.594930
  nChanged 13
		SP:Iteration 19Q (184445.760000 sec): 3 clusters
  Score: Raw -290916.375656 + Penalty 2544.241817 = -288372.133840
  nChanged 16
		SP:Iteration 20F (184445.800000 sec): 3 clusters
  Score: Raw -290922.456144 + Penalty 2544.241817 = -288378.214327
  nChanged 8
		SP:Iteration 21Q (184445.850000 sec): 3 clusters
  Score: Raw -290926.159149 + Penalty 2544.241817 = -288381.917333
  nChanged 8
		SP:Iteration 22Q (184445.900000 sec): 3 clusters
  Score: Raw -290929.331340 + Penalty 2544.241817 = -288385.089523
  nChanged 10
		SP:Iteration 23Q (184445.950000 sec): 3 clusters
  Score: Raw -290933.362181 + Penalty 2544.241817 = -288389.120364
  nChanged 12
		SP:Iteration 24Q (184446.000000 sec): 3 clusters
  Score: Raw -290940.017698 + Penalty 2544.241817 = -288395.775882
  nChanged 16
		SP:Iteration 25Q (184446.040000 sec): 3 clusters
  Score: Raw -290948.180154 + Penalty 2544.241817 = -288403.938337
  nChanged 14
		SP:Iteration 26Q (184446.090000 sec): 3 clusters
  Score: Raw -290956.598308 + Penalty 2544.241817 = -288412.356492
  nChanged 8
		SP:Iteration 27Q (184446.140000 sec): 3 clusters
  Score: Raw -290961.174796 + Penalty 2544.241817 = -288416.932979
  nChanged 13
		SP:Iteration 28Q (184446.180000 sec): 3 clusters
  Score: Raw -290967.858588 + Penalty 2544.241817 = -288423.616771
  nChanged 11
		SP:Iteration 29Q (184446.230000 sec): 3 clusters
  Score: Raw -290973.220605 + Penalty 2544.241817 = -288428.978788
  nChanged 8
		SP:Iteration 30Q (184446.280000 sec): 3 clusters
  Score: Raw -290975.684166 + Penalty 2544.241817 = -288431.442349
  nChanged 5
		SP:Iteration 31Q (184446.330000 sec): 3 clusters
  Score: Raw -290979.380764 + Penalty 2544.241817 = -288435.138947
  nChanged 4
		SP:Iteration 32Q (184446.380000 sec): 3 clusters
  Score: Raw -290981.913858 + Penalty 2544.241817 = -288437.672041
  nChanged 7
		SP:Iteration 33Q (184446.420000 sec): 3 clusters
  Score: Raw -290984.057865 + Penalty 2544.241817 = -288439.816048
  nChanged 0
		SP:Iteration 34F (184446.470000 sec): 3 clusters
  Score: Raw -290984.057865 + Penalty 2544.241817 = -288439.816048
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 51 (6341 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (184446.570000 sec): 2 clusters
  Score: Raw -750398.828175 + Penalty 1422.653662 = -748976.174513
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (184446.680000 sec): 3 clusters
  Score: Raw -747027.346858 + Penalty 2845.307323 = -744182.039534
  nChanged 2600
		SP:Iteration 1F (184446.780000 sec): 3 clusters
  Score: Raw -748523.387378 + Penalty 2845.307323 = -745678.080055
  nChanged 462
		SP:Iteration 2F (184446.880000 sec): 3 clusters
  Score: Raw -748749.617247 + Penalty 2845.307323 = -745904.309924
  nChanged 314
		SP:Iteration 3Q (184446.980000 sec): 3 clusters
  Score: Raw -748893.193448 + Penalty 2845.307323 = -746047.886125
  nChanged 258
		SP:Iteration 4Q (184447.090000 sec): 3 clusters
  Score: Raw -749006.991330 + Penalty 2845.307323 = -746161.684007
  nChanged 209
		SP:Iteration 5Q (184447.190000 sec): 3 clusters
  Score: Raw -749100.107214 + Penalty 2845.307323 = -746254.799891
  nChanged 201
		SP:Iteration 6Q (184447.290000 sec): 3 clusters
  Score: Raw -749179.178778 + Penalty 2845.307323 = -746333.871455
  nChanged 180
		SP:Iteration 7Q (184447.390000 sec): 3 clusters
  Score: Raw -749258.313218 + Penalty 2845.307323 = -746413.005895
  nChanged 169
		SP:Iteration 8Q (184447.490000 sec): 3 clusters
  Score: Raw -749326.771287 + Penalty 2845.307323 = -746481.463963
  nChanged 149
		SP:Iteration 9Q (184447.590000 sec): 3 clusters
  Score: Raw -749390.610895 + Penalty 2845.307323 = -746545.303572
  nChanged 147
		SP:Iteration 10Q (184447.690000 sec): 3 clusters
  Score: Raw -749451.309456 + Penalty 2845.307323 = -746606.002133
  nChanged 135
		SP:Iteration 11Q (184447.800000 sec): 3 clusters
  Score: Raw -749508.669087 + Penalty 2845.307323 = -746663.361763
  nChanged 146
		SP:Iteration 12Q (184447.900000 sec): 3 clusters
  Score: Raw -749578.084797 + Penalty 2845.307323 = -746732.777474
  nChanged 149
		SP:Iteration 13Q (184448.000000 sec): 3 clusters
  Score: Raw -749655.417734 + Penalty 2845.307323 = -746810.110411
  nChanged 175
		SP:Iteration 14Q (184448.100000 sec): 3 clusters
  Score: Raw -749776.953846 + Penalty 2845.307323 = -746931.646523
  nChanged 200
		SP:Iteration 15Q (184448.200000 sec): 3 clusters
  Score: Raw -749931.096123 + Penalty 2845.307323 = -747085.788800
  nChanged 232
		SP:Iteration 16Q (184448.310000 sec): 3 clusters
  Score: Raw -750133.171230 + Penalty 2845.307323 = -747287.863907
  nChanged 267
		SP:Iteration 17Q (184448.410000 sec): 3 clusters
  Score: Raw -750391.037484 + Penalty 2845.307323 = -747545.730161
  nChanged 261
		SP:Iteration 18Q (184448.510000 sec): 3 clusters
  Score: Raw -750633.594054 + Penalty 2845.307323 = -747788.286731
  nChanged 217
		SP:Iteration 19Q (184448.610000 sec): 3 clusters
  Score: Raw -750792.305890 + Penalty 2845.307323 = -747946.998567
  nChanged 155
		SP:Iteration 20F (184448.710000 sec): 3 clusters
  Score: Raw -750876.116096 + Penalty 2845.307323 = -748030.808773
  nChanged 94
		SP:Iteration 21Q (184448.800000 sec): 3 clusters
  Score: Raw -750911.800103 + Penalty 2845.307323 = -748066.492780
  nChanged 73
		SP:Iteration 22Q (184448.900000 sec): 3 clusters
  Score: Raw -750936.827553 + Penalty 2845.307323 = -748091.520230
  nChanged 51
		SP:Iteration 23Q (184449.000000 sec): 3 clusters
  Score: Raw -750954.621032 + Penalty 2845.307323 = -748109.313708
  nChanged 42
		SP:Iteration 24Q (184449.100000 sec): 3 clusters
  Score: Raw -750967.726103 + Penalty 2845.307323 = -748122.418780
  nChanged 26
		SP:Iteration 25Q (184449.200000 sec): 3 clusters
  Score: Raw -750975.698343 + Penalty 2845.307323 = -748130.391020
  nChanged 25
		SP:Iteration 26Q (184449.290000 sec): 3 clusters
  Score: Raw -750982.907293 + Penalty 2845.307323 = -748137.599970
  nChanged 21
		SP:Iteration 27Q (184449.390000 sec): 3 clusters
  Score: Raw -750988.145313 + Penalty 2845.307323 = -748142.837990
  nChanged 14
		SP:Iteration 28Q (184449.490000 sec): 3 clusters
  Score: Raw -750991.406744 + Penalty 2845.307323 = -748146.099421
  nChanged 14
		SP:Iteration 29Q (184449.590000 sec): 3 clusters
  Score: Raw -750993.973805 + Penalty 2845.307323 = -748148.666482
  nChanged 11
		SP:Iteration 30Q (184449.690000 sec): 3 clusters
  Score: Raw -750996.086682 + Penalty 2845.307323 = -748150.779359
  nChanged 9
		SP:Iteration 31Q (184449.800000 sec): 3 clusters
  Score: Raw -750997.873481 + Penalty 2845.307323 = -748152.566158
  nChanged 9
		SP:Iteration 32Q (184449.900000 sec): 3 clusters
  Score: Raw -750999.793645 + Penalty 2845.307323 = -748154.486322
  nChanged 5
		SP:Iteration 33Q (184449.990000 sec): 3 clusters
  Score: Raw -751000.544906 + Penalty 2845.307323 = -748155.237583
  nChanged 4
		SP:Iteration 34Q (184450.090000 sec): 3 clusters
  Score: Raw -751001.341783 + Penalty 2845.307323 = -748156.034459
  nChanged 0
		SP:Iteration 35F (184450.190000 sec): 3 clusters
  Score: Raw -751001.341783 + Penalty 2845.307323 = -748156.034459
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 52 (2168 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (184450.260000 sec): 2 clusters
  Score: Raw -249378.699377 + Penalty 1248.253559 = -248130.445818
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (184450.300000 sec): 3 clusters
  Score: Raw -248425.721591 + Penalty 2496.507118 = -245929.214473
  nChanged 794
		SP:Iteration 1F (184450.340000 sec): 3 clusters
  Score: Raw -249109.008936 + Penalty 2496.507118 = -246612.501818
  nChanged 244
		SP:Iteration 2F (184450.390000 sec): 3 clusters
  Score: Raw -249466.312166 + Penalty 2496.507118 = -246969.805048
  nChanged 194
		SP:Iteration 3F (184450.430000 sec): 3 clusters
  Score: Raw -249769.184632 + Penalty 2496.507118 = -247272.677514
  nChanged 177
		SP:Iteration 4F (184450.470000 sec): 3 clusters
  Score: Raw -250085.210270 + Penalty 2496.507118 = -247588.703152
  nChanged 142
		SP:Iteration 5F (184450.510000 sec): 3 clusters
  Score: Raw -250281.086924 + Penalty 2496.507118 = -247784.579806
  nChanged 102
		SP:Iteration 6Q (184450.550000 sec): 3 clusters
  Score: Raw -250411.256881 + Penalty 2496.507118 = -247914.749763
  nChanged 75
		SP:Iteration 7Q (184450.590000 sec): 3 clusters
  Score: Raw -250481.081790 + Penalty 2496.507118 = -247984.574672
  nChanged 49
		SP:Iteration 8Q (184450.630000 sec): 3 clusters
  Score: Raw -250526.657120 + Penalty 2496.507118 = -248030.150003
  nChanged 52
		SP:Iteration 9Q (184450.670000 sec): 3 clusters
  Score: Raw -250567.930817 + Penalty 2496.507118 = -248071.423700
  nChanged 31
		SP:Iteration 10Q (184450.710000 sec): 3 clusters
  Score: Raw -250595.393341 + Penalty 2496.507118 = -248098.886223
  nChanged 28
		SP:Iteration 11Q (184450.750000 sec): 3 clusters
  Score: Raw -250626.160953 + Penalty 2496.507118 = -248129.653835
  nChanged 26
		SP:Iteration 12Q (184450.790000 sec): 3 clusters
  Score: Raw -250656.777868 + Penalty 2496.507118 = -248160.270750
  nChanged 20
		SP:Iteration 13Q (184450.830000 sec): 3 clusters
  Score: Raw -250670.355836 + Penalty 2496.507118 = -248173.848718
  nChanged 8
		SP:Iteration 14Q (184450.870000 sec): 3 clusters
  Score: Raw -250673.841531 + Penalty 2496.507118 = -248177.334413
  nChanged 1
		SP:Iteration 15Q (184450.910000 sec): 3 clusters
  Score: Raw -250674.117651 + Penalty 2496.507118 = -248177.610533
  nChanged 0
		SP:Iteration 16F (184450.960000 sec): 3 clusters
  Score: Raw -250674.117651 + Penalty 2496.507118 = -248177.610533
  nChanged 0
  Score: Raw -119145405.187069 + Penalty 265543.287490 = -118879861.899579

Splitting cluster 52 changes total score from -118880805.349980 to -118879861.899579

 So it's not getting split.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 53 (705 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (184810.470000 sec): 2 clusters
  Score: Raw -82009.157773 + Penalty 1065.707143 = -80943.450630
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (184810.490000 sec): 3 clusters
  Score: Raw -81865.208501 + Penalty 2131.414286 = -79733.794216
  nChanged 195
		SP:Iteration 1F (184810.500000 sec): 3 clusters
  Score: Raw -82105.391672 + Penalty 2131.414286 = -79973.977386
  nChanged 66
		SP:Iteration 2F (184810.520000 sec): 3 clusters
  Score: Raw -82326.066332 + Penalty 2131.414286 = -80194.652046
  nChanged 61
		SP:Iteration 3F (184810.540000 sec): 3 clusters
  Score: Raw -82520.529749 + Penalty 2131.414286 = -80389.115463
  nChanged 41
		SP:Iteration 4F (184810.550000 sec): 3 clusters
  Score: Raw -82631.883774 + Penalty 2131.414286 = -80500.469488
  nChanged 30
		SP:Iteration 5Q (184810.570000 sec): 3 clusters
  Score: Raw -82698.153129 + Penalty 2131.414286 = -80566.738843
  nChanged 16
		SP:Iteration 6Q (184810.590000 sec): 3 clusters
  Score: Raw -82728.869305 + Penalty 2131.414286 = -80597.455019
  nChanged 9
		SP:Iteration 7Q (184810.600000 sec): 3 clusters
  Score: Raw -82746.406394 + Penalty 2131.414286 = -80614.992108
  nChanged 5
		SP:Iteration 8Q (184810.610000 sec): 3 clusters
  Score: Raw -82760.146489 + Penalty 2131.414286 = -80628.732203
  nChanged 4
		SP:Iteration 9Q (184810.630000 sec): 3 clusters
  Score: Raw -82766.607743 + Penalty 2131.414286 = -80635.193458
  nChanged 0
		SP:Iteration 10F (184810.640000 sec): 3 clusters
  Score: Raw -82766.607743 + Penalty 2131.414286 = -80635.193458
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 54 (30226 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (184810.930000 sec): 2 clusters
  Score: Raw -3679889.231924 + Penalty 1676.424386 = -3678212.807538
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (184811.270000 sec): 3 clusters
  Score: Raw -3661333.273480 + Penalty 3352.848772 = -3657980.424708
  nChanged 13803
		SP:Iteration 1F (184811.600000 sec): 3 clusters
  Score: Raw -3669246.988428 + Penalty 3352.848772 = -3665894.139656
  nChanged 1524
		SP:Iteration 2F (184811.950000 sec): 3 clusters
  Score: Raw -3669784.741110 + Penalty 3352.848772 = -3666431.892338
  nChanged 1404
		SP:Iteration 3Q (184812.290000 sec): 3 clusters
  Score: Raw -3670286.909146 + Penalty 3352.848772 = -3666934.060374
  nChanged 1372
		SP:Iteration 4Q (184812.640000 sec): 3 clusters
  Score: Raw -3670773.564579 + Penalty 3352.848772 = -3667420.715807
  nChanged 1305
		SP:Iteration 5Q (184812.990000 sec): 3 clusters
  Score: Raw -3671256.052682 + Penalty 3352.848772 = -3667903.203910
  nChanged 1298
		SP:Iteration 6Q (184813.320000 sec): 3 clusters
  Score: Raw -3671774.685651 + Penalty 3352.848772 = -3668421.836879
  nChanged 1234
		SP:Iteration 7Q (184813.670000 sec): 3 clusters
  Score: Raw -3672271.568443 + Penalty 3352.848772 = -3668918.719671
  nChanged 1235
		SP:Iteration 8Q (184814.010000 sec): 3 clusters
  Score: Raw -3672803.043806 + Penalty 3352.848772 = -3669450.195034
  nChanged 1227
		SP:Iteration 9Q (184814.360000 sec): 3 clusters
  Score: Raw -3673381.472552 + Penalty 3352.848772 = -3670028.623780
  nChanged 1209
		SP:Iteration 10Q (184814.710000 sec): 3 clusters
  Score: Raw -3673991.493676 + Penalty 3352.848772 = -3670638.644904
  nChanged 1193
		SP:Iteration 11Q (184815.040000 sec): 3 clusters
  Score: Raw -3674661.121714 + Penalty 3352.848772 = -3671308.272942
  nChanged 1165
		SP:Iteration 12Q (184815.390000 sec): 3 clusters
  Score: Raw -3675374.793615 + Penalty 3352.848772 = -3672021.944842
  nChanged 1066
		SP:Iteration 13Q (184815.740000 sec): 3 clusters
  Score: Raw -3676029.047919 + Penalty 3352.848772 = -3672676.199147
  nChanged 959
		SP:Iteration 14Q (184816.070000 sec): 3 clusters
  Score: Raw -3676593.566705 + Penalty 3352.848772 = -3673240.717933
  nChanged 842
		SP:Iteration 15Q (184816.410000 sec): 3 clusters
  Score: Raw -3677087.095309 + Penalty 3352.848772 = -3673734.246537
  nChanged 779
		SP:Iteration 16Q (184816.750000 sec): 3 clusters
  Score: Raw -3677488.807081 + Penalty 3352.848772 = -3674135.958309
  nChanged 659
		SP:Iteration 17Q (184817.080000 sec): 3 clusters
  Score: Raw -3677797.121952 + Penalty 3352.848772 = -3674444.273180
  nChanged 598
		SP:Iteration 18Q (184817.400000 sec): 3 clusters
  Score: Raw -3678079.662789 + Penalty 3352.848772 = -3674726.814017
  nChanged 567
		SP:Iteration 19Q (184817.690000 sec): 3 clusters
  Score: Raw -3678361.335224 + Penalty 3352.848772 = -3675008.486452
  nChanged 524
		SP:Iteration 20F (184818.020000 sec): 3 clusters
  Score: Raw -3678633.002705 + Penalty 3352.848772 = -3675280.153933
  nChanged 494
		SP:Iteration 21Q (184818.350000 sec): 3 clusters
  Score: Raw -3678919.392764 + Penalty 3352.848772 = -3675566.543992
  nChanged 448
		SP:Iteration 22Q (184818.670000 sec): 3 clusters
  Score: Raw -3679187.674407 + Penalty 3352.848772 = -3675834.825635
  nChanged 376
		SP:Iteration 23Q (184818.950000 sec): 3 clusters
  Score: Raw -3679409.603908 + Penalty 3352.848772 = -3676056.755136
  nChanged 304
		SP:Iteration 24Q (184819.250000 sec): 3 clusters
  Score: Raw -3679581.166067 + Penalty 3352.848772 = -3676228.317295
  nChanged 249
		SP:Iteration 25Q (184819.570000 sec): 3 clusters
  Score: Raw -3679729.223216 + Penalty 3352.848772 = -3676376.374444
  nChanged 185
		SP:Iteration 26Q (184819.860000 sec): 3 clusters
  Score: Raw -3679837.755684 + Penalty 3352.848772 = -3676484.906912
  nChanged 142
		SP:Iteration 27Q (184820.150000 sec): 3 clusters
  Score: Raw -3679916.340032 + Penalty 3352.848772 = -3676563.491260
  nChanged 101
		SP:Iteration 28Q (184820.470000 sec): 3 clusters
  Score: Raw -3679973.460949 + Penalty 3352.848772 = -3676620.612177
  nChanged 76
		SP:Iteration 29Q (184820.740000 sec): 3 clusters
  Score: Raw -3680017.289499 + Penalty 3352.848772 = -3676664.440727
  nChanged 61
		SP:Iteration 30Q (184821.040000 sec): 3 clusters
  Score: Raw -3680052.936764 + Penalty 3352.848772 = -3676700.087992
  nChanged 54
		SP:Iteration 31Q (184821.320000 sec): 3 clusters
  Score: Raw -3680079.492564 + Penalty 3352.848772 = -3676726.643792
  nChanged 30
		SP:Iteration 32Q (184821.610000 sec): 3 clusters
  Score: Raw -3680097.402174 + Penalty 3352.848772 = -3676744.553402
  nChanged 25
		SP:Iteration 33Q (184821.940000 sec): 3 clusters
  Score: Raw -3680111.220116 + Penalty 3352.848772 = -3676758.371344
  nChanged 18
		SP:Iteration 34Q (184822.210000 sec): 3 clusters
  Score: Raw -3680119.902770 + Penalty 3352.848772 = -3676767.053998
  nChanged 15
		SP:Iteration 35Q (184822.500000 sec): 3 clusters
  Score: Raw -3680126.035171 + Penalty 3352.848772 = -3676773.186399
  nChanged 7
		SP:Iteration 36Q (184822.800000 sec): 3 clusters
  Score: Raw -3680128.866155 + Penalty 3352.848772 = -3676776.017383
  nChanged 10
		SP:Iteration 37Q (184823.070000 sec): 3 clusters
  Score: Raw -3680136.721930 + Penalty 3352.848772 = -3676783.873158
  nChanged 20
		SP:Iteration 38Q (184823.400000 sec): 3 clusters
  Score: Raw -3680150.526124 + Penalty 3352.848772 = -3676797.677352
  nChanged 14
		SP:Iteration 39Q (184823.660000 sec): 3 clusters
  Score: Raw -3680159.586708 + Penalty 3352.848772 = -3676806.737936
  nChanged 12
		SP:Iteration 40F (184823.990000 sec): 3 clusters
  Score: Raw -3680166.309783 + Penalty 3352.848772 = -3676813.461011
  nChanged 13
		SP:Iteration 41Q (184824.310000 sec): 3 clusters
  Score: Raw -3680177.737363 + Penalty 3352.848772 = -3676824.888591
  nChanged 10
		SP:Iteration 42Q (184824.580000 sec): 3 clusters
  Score: Raw -3680183.720921 + Penalty 3352.848772 = -3676830.872149
  nChanged 7
		SP:Iteration 43Q (184824.880000 sec): 3 clusters
  Score: Raw -3680189.102383 + Penalty 3352.848772 = -3676836.253611
  nChanged 7
		SP:Iteration 44Q (184825.180000 sec): 3 clusters
  Score: Raw -3680194.606875 + Penalty 3352.848772 = -3676841.758103
  nChanged 6
		SP:Iteration 45Q (184825.460000 sec): 3 clusters
  Score: Raw -3680197.022060 + Penalty 3352.848772 = -3676844.173288
  nChanged 5
		SP:Iteration 46Q (184825.780000 sec): 3 clusters
  Score: Raw -3680199.267515 + Penalty 3352.848772 = -3676846.418743
  nChanged 4
		SP:Iteration 47Q (184826.090000 sec): 3 clusters
  Score: Raw -3680201.174040 + Penalty 3352.848772 = -3676848.325268
  nChanged 2
		SP:Iteration 48Q (184826.360000 sec): 3 clusters
  Score: Raw -3680202.258597 + Penalty 3352.848772 = -3676849.409825
  nChanged 2
		SP:Iteration 49Q (184826.680000 sec): 3 clusters
  Score: Raw -3680203.100207 + Penalty 3352.848772 = -3676850.251435
  nChanged 1
		SP:Iteration 50Q (184827.000000 sec): 3 clusters
  Score: Raw -3680203.388449 + Penalty 3352.848772 = -3676850.539677
  nChanged 0
		SP:Iteration 51F (184827.300000 sec): 3 clusters
  Score: Raw -3680203.388449 + Penalty 3352.848772 = -3676850.539677
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 55 (5236 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (184827.370000 sec): 2 clusters
  Score: Raw -632222.779033 + Penalty 1391.538383 = -630831.240650
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (184827.500000 sec): 3 clusters
  Score: Raw -629474.594748 + Penalty 2783.076766 = -626691.517981
  nChanged 2169
		SP:Iteration 1F (184827.590000 sec): 3 clusters
  Score: Raw -630629.396912 + Penalty 2783.076766 = -627846.320146
  nChanged 359
		SP:Iteration 2F (184827.680000 sec): 3 clusters
  Score: Raw -630807.544974 + Penalty 2783.076766 = -628024.468208
  nChanged 263
		SP:Iteration 3F (184827.770000 sec): 3 clusters
  Score: Raw -630946.150352 + Penalty 2783.076766 = -628163.073585
  nChanged 244
		SP:Iteration 4Q (184827.860000 sec): 3 clusters
  Score: Raw -631066.938336 + Penalty 2783.076766 = -628283.861569
  nChanged 237
		SP:Iteration 5Q (184827.950000 sec): 3 clusters
  Score: Raw -631211.778934 + Penalty 2783.076766 = -628428.702168
  nChanged 262
		SP:Iteration 6F (184828.040000 sec): 3 clusters
  Score: Raw -631372.990359 + Penalty 2783.076766 = -628589.913593
  nChanged 243
		SP:Iteration 7Q (184828.140000 sec): 3 clusters
  Score: Raw -631515.883268 + Penalty 2783.076766 = -628732.806501
  nChanged 236
		SP:Iteration 8Q (184828.230000 sec): 3 clusters
  Score: Raw -631666.099644 + Penalty 2783.076766 = -628883.022878
  nChanged 216
		SP:Iteration 9Q (184828.320000 sec): 3 clusters
  Score: Raw -631794.313702 + Penalty 2783.076766 = -629011.236936
  nChanged 182
		SP:Iteration 10Q (184828.410000 sec): 3 clusters
  Score: Raw -631889.551114 + Penalty 2783.076766 = -629106.474347
  nChanged 136
		SP:Iteration 11Q (184828.500000 sec): 3 clusters
  Score: Raw -631957.129993 + Penalty 2783.076766 = -629174.053227
  nChanged 107
		SP:Iteration 12Q (184828.590000 sec): 3 clusters
  Score: Raw -632011.474435 + Penalty 2783.076766 = -629228.397668
  nChanged 97
		SP:Iteration 13Q (184828.680000 sec): 3 clusters
  Score: Raw -632059.509359 + Penalty 2783.076766 = -629276.432592
  nChanged 81
		SP:Iteration 14Q (184828.780000 sec): 3 clusters
  Score: Raw -632102.400321 + Penalty 2783.076766 = -629319.323555
  nChanged 74
		SP:Iteration 15Q (184828.870000 sec): 3 clusters
  Score: Raw -632143.149827 + Penalty 2783.076766 = -629360.073061
  nChanged 58
		SP:Iteration 16Q (184828.960000 sec): 3 clusters
  Score: Raw -632173.773998 + Penalty 2783.076766 = -629390.697232
  nChanged 62
		SP:Iteration 17Q (184829.050000 sec): 3 clusters
  Score: Raw -632204.660352 + Penalty 2783.076766 = -629421.583586
  nChanged 54
		SP:Iteration 18Q (184829.140000 sec): 3 clusters
  Score: Raw -632230.867450 + Penalty 2783.076766 = -629447.790684
  nChanged 46
		SP:Iteration 19Q (184829.230000 sec): 3 clusters
  Score: Raw -632251.396598 + Penalty 2783.076766 = -629468.319832
  nChanged 42
		SP:Iteration 20F (184829.320000 sec): 3 clusters
  Score: Raw -632273.359285 + Penalty 2783.076766 = -629490.282519
  nChanged 39
		SP:Iteration 21Q (184829.410000 sec): 3 clusters
  Score: Raw -632295.455877 + Penalty 2783.076766 = -629512.379110
  nChanged 33
		SP:Iteration 22Q (184829.500000 sec): 3 clusters
  Score: Raw -632311.413937 + Penalty 2783.076766 = -629528.337171
  nChanged 30
		SP:Iteration 23Q (184829.590000 sec): 3 clusters
  Score: Raw -632328.024635 + Penalty 2783.076766 = -629544.947869
  nChanged 22
		SP:Iteration 24Q (184829.680000 sec): 3 clusters
  Score: Raw -632340.352122 + Penalty 2783.076766 = -629557.275356
  nChanged 18
		SP:Iteration 25Q (184829.770000 sec): 3 clusters
  Score: Raw -632347.727475 + Penalty 2783.076766 = -629564.650709
  nChanged 9
		SP:Iteration 26Q (184829.860000 sec): 3 clusters
  Score: Raw -632353.339076 + Penalty 2783.076766 = -629570.262310
  nChanged 8
		SP:Iteration 27Q (184829.950000 sec): 3 clusters
  Score: Raw -632357.029003 + Penalty 2783.076766 = -629573.952237
  nChanged 8
		SP:Iteration 28Q (184830.040000 sec): 3 clusters
  Score: Raw -632360.591092 + Penalty 2783.076766 = -629577.514326
  nChanged 7
		SP:Iteration 29Q (184830.130000 sec): 3 clusters
  Score: Raw -632363.847096 + Penalty 2783.076766 = -629580.770330
  nChanged 7
		SP:Iteration 30Q (184830.220000 sec): 3 clusters
  Score: Raw -632366.567865 + Penalty 2783.076766 = -629583.491098
  nChanged 5
		SP:Iteration 31Q (184830.310000 sec): 3 clusters
  Score: Raw -632369.469604 + Penalty 2783.076766 = -629586.392837
  nChanged 5
		SP:Iteration 32Q (184830.400000 sec): 3 clusters
  Score: Raw -632371.004508 + Penalty 2783.076766 = -629587.927741
  nChanged 5
		SP:Iteration 33Q (184830.490000 sec): 3 clusters
  Score: Raw -632372.978869 + Penalty 2783.076766 = -629589.902103
  nChanged 7
		SP:Iteration 34Q (184830.580000 sec): 3 clusters
  Score: Raw -632377.404766 + Penalty 2783.076766 = -629594.328000
  nChanged 3
		SP:Iteration 35Q (184830.670000 sec): 3 clusters
  Score: Raw -632379.374313 + Penalty 2783.076766 = -629596.297546
  nChanged 6
		SP:Iteration 36Q (184830.760000 sec): 3 clusters
  Score: Raw -632382.749830 + Penalty 2783.076766 = -629599.673064
  nChanged 1
		SP:Iteration 37Q (184830.860000 sec): 3 clusters
  Score: Raw -632383.114262 + Penalty 2783.076766 = -629600.037495
  nChanged 1
		SP:Iteration 38Q (184830.940000 sec): 3 clusters
  Score: Raw -632383.396172 + Penalty 2783.076766 = -629600.319406
  nChanged 0
		SP:Iteration 39F (184831.040000 sec): 3 clusters
  Score: Raw -632383.396172 + Penalty 2783.076766 = -629600.319406
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 56 (3493 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (184831.100000 sec): 2 clusters
  Score: Raw -388150.900695 + Penalty 1325.758890 = -386825.141805
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (184831.170000 sec): 3 clusters
  Score: Raw -386488.162053 + Penalty 2651.517780 = -383836.644274
  nChanged 1353
		SP:Iteration 1F (184831.240000 sec): 3 clusters
  Score: Raw -387266.404389 + Penalty 2651.517780 = -384614.886610
  nChanged 210
		SP:Iteration 2F (184831.300000 sec): 3 clusters
  Score: Raw -387380.521219 + Penalty 2651.517780 = -384729.003440
  nChanged 156
		SP:Iteration 3Q (184831.370000 sec): 3 clusters
  Score: Raw -387458.670330 + Penalty 2651.517780 = -384807.152551
  nChanged 134
		SP:Iteration 4Q (184831.430000 sec): 3 clusters
  Score: Raw -387534.795622 + Penalty 2651.517780 = -384883.277843
  nChanged 128
		SP:Iteration 5Q (184831.490000 sec): 3 clusters
  Score: Raw -387612.273225 + Penalty 2651.517780 = -384960.755446
  nChanged 134
		SP:Iteration 6Q (184831.560000 sec): 3 clusters
  Score: Raw -387699.241002 + Penalty 2651.517780 = -385047.723222
  nChanged 124
		SP:Iteration 7Q (184831.620000 sec): 3 clusters
  Score: Raw -387792.442272 + Penalty 2651.517780 = -385140.924492
  nChanged 130
		SP:Iteration 8Q (184831.680000 sec): 3 clusters
  Score: Raw -387891.531908 + Penalty 2651.517780 = -385240.014129
  nChanged 131
		SP:Iteration 9Q (184831.750000 sec): 3 clusters
  Score: Raw -387991.597030 + Penalty 2651.517780 = -385340.079250
  nChanged 113
		SP:Iteration 10Q (184831.810000 sec): 3 clusters
  Score: Raw -388077.200032 + Penalty 2651.517780 = -385425.682253
  nChanged 111
		SP:Iteration 11Q (184831.870000 sec): 3 clusters
  Score: Raw -388156.208186 + Penalty 2651.517780 = -385504.690407
  nChanged 107
		SP:Iteration 12Q (184831.940000 sec): 3 clusters
  Score: Raw -388237.985593 + Penalty 2651.517780 = -385586.467813
  nChanged 119
		SP:Iteration 13Q (184832.000000 sec): 3 clusters
  Score: Raw -388340.849286 + Penalty 2651.517780 = -385689.331506
  nChanged 100
		SP:Iteration 14Q (184832.060000 sec): 3 clusters
  Score: Raw -388424.052435 + Penalty 2651.517780 = -385772.534656
  nChanged 87
		SP:Iteration 15Q (184832.120000 sec): 3 clusters
  Score: Raw -388494.433397 + Penalty 2651.517780 = -385842.915618
  nChanged 71
		SP:Iteration 16Q (184832.180000 sec): 3 clusters
  Score: Raw -388551.382757 + Penalty 2651.517780 = -385899.864977
  nChanged 55
		SP:Iteration 17Q (184832.250000 sec): 3 clusters
  Score: Raw -388592.805604 + Penalty 2651.517780 = -385941.287824
  nChanged 52
		SP:Iteration 18Q (184832.310000 sec): 3 clusters
  Score: Raw -388637.941265 + Penalty 2651.517780 = -385986.423486
  nChanged 36
		SP:Iteration 19Q (184832.370000 sec): 3 clusters
  Score: Raw -388674.467397 + Penalty 2651.517780 = -386022.949618
  nChanged 35
		SP:Iteration 20F (184832.440000 sec): 3 clusters
  Score: Raw -388696.234176 + Penalty 2651.517780 = -386044.716397
  nChanged 20
		SP:Iteration 21Q (184832.500000 sec): 3 clusters
  Score: Raw -388703.372741 + Penalty 2651.517780 = -386051.854961
  nChanged 7
		SP:Iteration 22Q (184832.560000 sec): 3 clusters
  Score: Raw -388706.266676 + Penalty 2651.517780 = -386054.748897
  nChanged 9
		SP:Iteration 23Q (184832.620000 sec): 3 clusters
  Score: Raw -388710.978153 + Penalty 2651.517780 = -386059.460374
  nChanged 9
		SP:Iteration 24Q (184832.680000 sec): 3 clusters
  Score: Raw -388714.957007 + Penalty 2651.517780 = -386063.439227
  nChanged 9
		SP:Iteration 25Q (184832.740000 sec): 3 clusters
  Score: Raw -388720.938637 + Penalty 2651.517780 = -386069.420858
  nChanged 8
		SP:Iteration 26Q (184832.800000 sec): 3 clusters
  Score: Raw -388726.407219 + Penalty 2651.517780 = -386074.889440
  nChanged 9
		SP:Iteration 27Q (184832.860000 sec): 3 clusters
  Score: Raw -388731.211683 + Penalty 2651.517780 = -386079.693904
  nChanged 12
		SP:Iteration 28Q (184832.920000 sec): 3 clusters
  Score: Raw -388736.458252 + Penalty 2651.517780 = -386084.940473
  nChanged 6
		SP:Iteration 29Q (184832.980000 sec): 3 clusters
  Score: Raw -388738.669107 + Penalty 2651.517780 = -386087.151327
  nChanged 1
		SP:Iteration 30Q (184833.040000 sec): 3 clusters
  Score: Raw -388738.937193 + Penalty 2651.517780 = -386087.419414
  nChanged 0
		SP:Iteration 31F (184833.110000 sec): 3 clusters
  Score: Raw -388738.937193 + Penalty 2651.517780 = -386087.419414
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 57 (7096 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (184833.210000 sec): 2 clusters
  Score: Raw -838606.335885 + Penalty 1440.934060 = -837165.401825
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (184833.330000 sec): 3 clusters
  Score: Raw -834768.202732 + Penalty 2881.868120 = -831886.334612
  nChanged 2989
		SP:Iteration 1F (184833.440000 sec): 3 clusters
  Score: Raw -836502.465969 + Penalty 2881.868120 = -833620.597849
  nChanged 448
		SP:Iteration 2F (184833.560000 sec): 3 clusters
  Score: Raw -836726.036592 + Penalty 2881.868120 = -833844.168472
  nChanged 343
		SP:Iteration 3Q (184833.670000 sec): 3 clusters
  Score: Raw -836873.206699 + Penalty 2881.868120 = -833991.338579
  nChanged 294
		SP:Iteration 4Q (184833.820000 sec): 3 clusters
  Score: Raw -837009.355697 + Penalty 2881.868120 = -834127.487577
  nChanged 273
		SP:Iteration 5Q (184833.930000 sec): 3 clusters
  Score: Raw -837147.927824 + Penalty 2881.868120 = -834266.059704
  nChanged 264
		SP:Iteration 6Q (184834.040000 sec): 3 clusters
  Score: Raw -837287.238152 + Penalty 2881.868120 = -834405.370031
  nChanged 269
		SP:Iteration 7Q (184834.160000 sec): 3 clusters
  Score: Raw -837416.162006 + Penalty 2881.868120 = -834534.293886
  nChanged 244
		SP:Iteration 8Q (184834.270000 sec): 3 clusters
  Score: Raw -837533.024998 + Penalty 2881.868120 = -834651.156878
  nChanged 202
		SP:Iteration 9Q (184834.380000 sec): 3 clusters
  Score: Raw -837633.774409 + Penalty 2881.868120 = -834751.906289
  nChanged 222
		SP:Iteration 10Q (184834.500000 sec): 3 clusters
  Score: Raw -837775.331293 + Penalty 2881.868120 = -834893.463173
  nChanged 212
		SP:Iteration 11Q (184834.620000 sec): 3 clusters
  Score: Raw -837911.826076 + Penalty 2881.868120 = -835029.957955
  nChanged 201
		SP:Iteration 12Q (184834.750000 sec): 3 clusters
  Score: Raw -838042.187193 + Penalty 2881.868120 = -835160.319073
  nChanged 184
		SP:Iteration 13Q (184834.880000 sec): 3 clusters
  Score: Raw -838180.152007 + Penalty 2881.868120 = -835298.283887
  nChanged 198
		SP:Iteration 14Q (184835.000000 sec): 3 clusters
  Score: Raw -838365.666002 + Penalty 2881.868120 = -835483.797882
  nChanged 216
		SP:Iteration 15Q (184835.130000 sec): 3 clusters
  Score: Raw -838560.422675 + Penalty 2881.868120 = -835678.554554
  nChanged 189
		SP:Iteration 16Q (184835.260000 sec): 3 clusters
  Score: Raw -838690.789502 + Penalty 2881.868120 = -835808.921381
  nChanged 157
		SP:Iteration 17Q (184835.380000 sec): 3 clusters
  Score: Raw -838780.974948 + Penalty 2881.868120 = -835899.106828
  nChanged 147
		SP:Iteration 18Q (184835.500000 sec): 3 clusters
  Score: Raw -838858.041515 + Penalty 2881.868120 = -835976.173395
  nChanged 108
		SP:Iteration 19Q (184835.620000 sec): 3 clusters
  Score: Raw -838911.611633 + Penalty 2881.868120 = -836029.743513
  nChanged 80
		SP:Iteration 20F (184835.760000 sec): 3 clusters
  Score: Raw -838945.759838 + Penalty 2881.868120 = -836063.891718
  nChanged 62
		SP:Iteration 21Q (184835.880000 sec): 3 clusters
  Score: Raw -838964.069128 + Penalty 2881.868120 = -836082.201008
  nChanged 44
		SP:Iteration 22Q (184836.000000 sec): 3 clusters
  Score: Raw -838975.674461 + Penalty 2881.868120 = -836093.806341
  nChanged 32
		SP:Iteration 23Q (184836.120000 sec): 3 clusters
  Score: Raw -838984.559379 + Penalty 2881.868120 = -836102.691259
  nChanged 28
		SP:Iteration 24Q (184836.250000 sec): 3 clusters
  Score: Raw -838990.877132 + Penalty 2881.868120 = -836109.009012
  nChanged 22
		SP:Iteration 25Q (184836.370000 sec): 3 clusters
  Score: Raw -838996.688280 + Penalty 2881.868120 = -836114.820160
  nChanged 22
		SP:Iteration 26Q (184836.500000 sec): 3 clusters
  Score: Raw -839001.184614 + Penalty 2881.868120 = -836119.316494
  nChanged 20
		SP:Iteration 27Q (184836.620000 sec): 3 clusters
  Score: Raw -839005.174002 + Penalty 2881.868120 = -836123.305882
  nChanged 14
		SP:Iteration 28Q (184836.740000 sec): 3 clusters
  Score: Raw -839007.795151 + Penalty 2881.868120 = -836125.927031
  nChanged 17
		SP:Iteration 29Q (184836.860000 sec): 3 clusters
  Score: Raw -839010.184731 + Penalty 2881.868120 = -836128.316611
  nChanged 9
		SP:Iteration 30Q (184836.990000 sec): 3 clusters
  Score: Raw -839011.480087 + Penalty 2881.868120 = -836129.611966
  nChanged 8
		SP:Iteration 31Q (184837.110000 sec): 3 clusters
  Score: Raw -839012.792891 + Penalty 2881.868120 = -836130.924771
  nChanged 10
		SP:Iteration 32Q (184837.230000 sec): 3 clusters
  Score: Raw -839015.012068 + Penalty 2881.868120 = -836133.143948
  nChanged 12
		SP:Iteration 33Q (184837.360000 sec): 3 clusters
  Score: Raw -839017.434698 + Penalty 2881.868120 = -836135.566578
  nChanged 14
		SP:Iteration 34Q (184837.480000 sec): 3 clusters
  Score: Raw -839020.283055 + Penalty 2881.868120 = -836138.414934
  nChanged 12
		SP:Iteration 35Q (184837.600000 sec): 3 clusters
  Score: Raw -839021.820454 + Penalty 2881.868120 = -836139.952333
  nChanged 7
		SP:Iteration 36Q (184837.730000 sec): 3 clusters
  Score: Raw -839022.822408 + Penalty 2881.868120 = -836140.954287
  nChanged 9
		SP:Iteration 37Q (184837.850000 sec): 3 clusters
  Score: Raw -839025.235501 + Penalty 2881.868120 = -836143.367380
  nChanged 11
		SP:Iteration 38Q (184837.970000 sec): 3 clusters
  Score: Raw -839026.908657 + Penalty 2881.868120 = -836145.040537
  nChanged 5
		SP:Iteration 39Q (184838.100000 sec): 3 clusters
  Score: Raw -839027.819964 + Penalty 2881.868120 = -836145.951843
  nChanged 5
		SP:Iteration 40F (184838.230000 sec): 3 clusters
  Score: Raw -839028.626226 + Penalty 2881.868120 = -836146.758105
  nChanged 5
		SP:Iteration 41Q (184838.350000 sec): 3 clusters
  Score: Raw -839029.407490 + Penalty 2881.868120 = -836147.539369
  nChanged 4
		SP:Iteration 42Q (184838.470000 sec): 3 clusters
  Score: Raw -839030.090080 + Penalty 2881.868120 = -836148.221960
  nChanged 4
		SP:Iteration 43Q (184838.600000 sec): 3 clusters
  Score: Raw -839030.720802 + Penalty 2881.868120 = -836148.852682
  nChanged 2
		SP:Iteration 44Q (184838.720000 sec): 3 clusters
  Score: Raw -839030.999234 + Penalty 2881.868120 = -836149.131114
  nChanged 3
		SP:Iteration 45Q (184838.850000 sec): 3 clusters
  Score: Raw -839031.708634 + Penalty 2881.868120 = -836149.840514
  nChanged 3
		SP:Iteration 46Q (184838.970000 sec): 3 clusters
  Score: Raw -839032.362147 + Penalty 2881.868120 = -836150.494027
  nChanged 5
		SP:Iteration 47Q (184839.090000 sec): 3 clusters
  Score: Raw -839033.095531 + Penalty 2881.868120 = -836151.227410
  nChanged 8
		SP:Iteration 48Q (184839.210000 sec): 3 clusters
  Score: Raw -839034.854559 + Penalty 2881.868120 = -836152.986439
  nChanged 8
		SP:Iteration 49Q (184839.340000 sec): 3 clusters
  Score: Raw -839036.356703 + Penalty 2881.868120 = -836154.488582
  nChanged 5
		SP:Iteration 50Q (184839.460000 sec): 3 clusters
  Score: Raw -839037.311716 + Penalty 2881.868120 = -836155.443595
  nChanged 7
		SP:Iteration 51Q (184839.580000 sec): 3 clusters
  Score: Raw -839038.176276 + Penalty 2881.868120 = -836156.308155
  nChanged 4
		SP:Iteration 52Q (184839.710000 sec): 3 clusters
  Score: Raw -839038.648765 + Penalty 2881.868120 = -836156.780645
  nChanged 1
		SP:Iteration 53Q (184839.830000 sec): 3 clusters
  Score: Raw -839038.771706 + Penalty 2881.868120 = -836156.903585
  nChanged 1
		SP:Iteration 54Q (184839.950000 sec): 3 clusters
  Score: Raw -839038.861679 + Penalty 2881.868120 = -836156.993559
  nChanged 0
		SP:Iteration 55F (184840.080000 sec): 3 clusters
  Score: Raw -839038.861679 + Penalty 2881.868120 = -836156.993559
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 58 (4791 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (184840.170000 sec): 2 clusters
  Score: Raw -559294.556470 + Penalty 1377.105346 = -557917.451124
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (184840.270000 sec): 3 clusters
  Score: Raw -556857.827810 + Penalty 2754.210692 = -554103.617118
  nChanged 1920
		SP:Iteration 1F (184840.350000 sec): 3 clusters
  Score: Raw -558089.233362 + Penalty 2754.210692 = -555335.022670
  nChanged 432
		SP:Iteration 2F (184840.440000 sec): 3 clusters
  Score: Raw -558425.211852 + Penalty 2754.210692 = -555671.001160
  nChanged 337
		SP:Iteration 3F (184840.520000 sec): 3 clusters
  Score: Raw -558726.731325 + Penalty 2754.210692 = -555972.520633
  nChanged 287
		SP:Iteration 4F (184840.610000 sec): 3 clusters
  Score: Raw -559026.881273 + Penalty 2754.210692 = -556272.670581
  nChanged 253
		SP:Iteration 5F (184840.690000 sec): 3 clusters
  Score: Raw -559301.448462 + Penalty 2754.210692 = -556547.237770
  nChanged 255
		SP:Iteration 6F (184840.780000 sec): 3 clusters
  Score: Raw -559569.455278 + Penalty 2754.210692 = -556815.244586
  nChanged 252
		SP:Iteration 7F (184840.870000 sec): 3 clusters
  Score: Raw -559835.995075 + Penalty 2754.210692 = -557081.784383
  nChanged 268
		SP:Iteration 8F (184840.950000 sec): 3 clusters
  Score: Raw -560107.232503 + Penalty 2754.210692 = -557353.021811
  nChanged 231
		SP:Iteration 9Q (184841.040000 sec): 3 clusters
  Score: Raw -560338.898810 + Penalty 2754.210692 = -557584.688118
  nChanged 191
		SP:Iteration 10Q (184841.120000 sec): 3 clusters
  Score: Raw -560481.229889 + Penalty 2754.210692 = -557727.019197
  nChanged 126
		SP:Iteration 11Q (184841.200000 sec): 3 clusters
  Score: Raw -560554.426655 + Penalty 2754.210692 = -557800.215963
  nChanged 96
		SP:Iteration 12Q (184841.290000 sec): 3 clusters
  Score: Raw -560593.670086 + Penalty 2754.210692 = -557839.459394
  nChanged 71
		SP:Iteration 13Q (184841.370000 sec): 3 clusters
  Score: Raw -560619.326601 + Penalty 2754.210692 = -557865.115909
  nChanged 47
		SP:Iteration 14Q (184841.450000 sec): 3 clusters
  Score: Raw -560637.504230 + Penalty 2754.210692 = -557883.293538
  nChanged 31
		SP:Iteration 15Q (184841.530000 sec): 3 clusters
  Score: Raw -560647.747156 + Penalty 2754.210692 = -557893.536464
  nChanged 24
		SP:Iteration 16Q (184841.610000 sec): 3 clusters
  Score: Raw -560655.511099 + Penalty 2754.210692 = -557901.300407
  nChanged 19
		SP:Iteration 17Q (184841.700000 sec): 3 clusters
  Score: Raw -560660.683603 + Penalty 2754.210692 = -557906.472911
  nChanged 16
		SP:Iteration 18Q (184841.780000 sec): 3 clusters
  Score: Raw -560664.392293 + Penalty 2754.210692 = -557910.181601
  nChanged 12
		SP:Iteration 19Q (184841.860000 sec): 3 clusters
  Score: Raw -560667.142205 + Penalty 2754.210692 = -557912.931513
  nChanged 11
		SP:Iteration 20F (184841.950000 sec): 3 clusters
  Score: Raw -560668.903438 + Penalty 2754.210692 = -557914.692746
  nChanged 3
		SP:Iteration 21Q (184842.030000 sec): 3 clusters
  Score: Raw -560669.534523 + Penalty 2754.210692 = -557915.323831
  nChanged 3
		SP:Iteration 22Q (184842.110000 sec): 3 clusters
  Score: Raw -560670.501789 + Penalty 2754.210692 = -557916.291097
  nChanged 9
		SP:Iteration 23Q (184842.190000 sec): 3 clusters
  Score: Raw -560672.086472 + Penalty 2754.210692 = -557917.875780
  nChanged 6
		SP:Iteration 24Q (184842.280000 sec): 3 clusters
  Score: Raw -560673.099173 + Penalty 2754.210692 = -557918.888481
  nChanged 5
		SP:Iteration 25Q (184842.360000 sec): 3 clusters
  Score: Raw -560673.862724 + Penalty 2754.210692 = -557919.652032
  nChanged 1
		SP:Iteration 26Q (184842.440000 sec): 3 clusters
  Score: Raw -560674.274130 + Penalty 2754.210692 = -557920.063438
  nChanged 4
		SP:Iteration 27Q (184842.520000 sec): 3 clusters
  Score: Raw -560674.993436 + Penalty 2754.210692 = -557920.782744
  nChanged 4
		SP:Iteration 28Q (184842.610000 sec): 3 clusters
  Score: Raw -560675.329552 + Penalty 2754.210692 = -557921.118860
  nChanged 2
		SP:Iteration 29Q (184842.690000 sec): 3 clusters
  Score: Raw -560675.611565 + Penalty 2754.210692 = -557921.400873
  nChanged 1
		SP:Iteration 30Q (184842.770000 sec): 3 clusters
  Score: Raw -560675.710484 + Penalty 2754.210692 = -557921.499792
  nChanged 4
		SP:Iteration 31Q (184842.850000 sec): 3 clusters
  Score: Raw -560676.403857 + Penalty 2754.210692 = -557922.193165
  nChanged 4
		SP:Iteration 32Q (184842.930000 sec): 3 clusters
  Score: Raw -560677.440399 + Penalty 2754.210692 = -557923.229707
  nChanged 4
		SP:Iteration 33Q (184843.010000 sec): 3 clusters
  Score: Raw -560678.060398 + Penalty 2754.210692 = -557923.849706
  nChanged 2
		SP:Iteration 34Q (184843.100000 sec): 3 clusters
  Score: Raw -560678.311740 + Penalty 2754.210692 = -557924.101048
  nChanged 3
		SP:Iteration 35Q (184843.180000 sec): 3 clusters
  Score: Raw -560678.771615 + Penalty 2754.210692 = -557924.560923
  nChanged 2
		SP:Iteration 36Q (184843.260000 sec): 3 clusters
  Score: Raw -560679.009910 + Penalty 2754.210692 = -557924.799218
  nChanged 2
		SP:Iteration 37Q (184843.350000 sec): 3 clusters
  Score: Raw -560679.722902 + Penalty 2754.210692 = -557925.512210
  nChanged 2
		SP:Iteration 38Q (184843.430000 sec): 3 clusters
  Score: Raw -560679.900730 + Penalty 2754.210692 = -557925.690038
  nChanged 2
		SP:Iteration 39Q (184843.510000 sec): 3 clusters
  Score: Raw -560680.843115 + Penalty 2754.210692 = -557926.632423
  nChanged 3
		SP:Iteration 40F (184843.590000 sec): 3 clusters
  Score: Raw -560681.883160 + Penalty 2754.210692 = -557927.672468
  nChanged 2
		SP:Iteration 41Q (184843.680000 sec): 3 clusters
  Score: Raw -560682.145409 + Penalty 2754.210692 = -557927.934717
  nChanged 1
		SP:Iteration 42Q (184843.760000 sec): 3 clusters
  Score: Raw -560682.224780 + Penalty 2754.210692 = -557928.014088
  nChanged 0
		SP:Iteration 43F (184843.850000 sec): 3 clusters
  Score: Raw -560682.224780 + Penalty 2754.210692 = -557928.014088
  nChanged 0
  Score: Raw -119145497.437105 + Penalty 265543.287490 = -118879954.149615

Splitting cluster 58 changes total score from -118880805.349980 to -118879954.149615

 So it's not getting split.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 59 (6142 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (185203.270000 sec): 2 clusters
  Score: Raw -658421.569280 + Penalty 1417.472176 = -657004.097104
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (185203.420000 sec): 3 clusters
  Score: Raw -655214.648357 + Penalty 2834.944353 = -652379.704004
  nChanged 2574
		SP:Iteration 1F (185203.520000 sec): 3 clusters
  Score: Raw -656960.412581 + Penalty 2834.944353 = -654125.468228
  nChanged 581
		SP:Iteration 2F (185203.620000 sec): 3 clusters
  Score: Raw -657403.485918 + Penalty 2834.944353 = -654568.541565
  nChanged 423
		SP:Iteration 3F (185203.720000 sec): 3 clusters
  Score: Raw -657718.248665 + Penalty 2834.944353 = -654883.304312
  nChanged 343
		SP:Iteration 4F (185203.820000 sec): 3 clusters
  Score: Raw -657923.231355 + Penalty 2834.944353 = -655088.287002
  nChanged 283
		SP:Iteration 5Q (185203.920000 sec): 3 clusters
  Score: Raw -658091.009992 + Penalty 2834.944353 = -655256.065639
  nChanged 232
		SP:Iteration 6Q (185204.010000 sec): 3 clusters
  Score: Raw -658216.118437 + Penalty 2834.944353 = -655381.174085
  nChanged 175
		SP:Iteration 7Q (185204.110000 sec): 3 clusters
  Score: Raw -658288.027275 + Penalty 2834.944353 = -655453.082922
  nChanged 146
		SP:Iteration 8Q (185204.210000 sec): 3 clusters
  Score: Raw -658356.897833 + Penalty 2834.944353 = -655521.953480
  nChanged 108
		SP:Iteration 9Q (185204.310000 sec): 3 clusters
  Score: Raw -658412.697291 + Penalty 2834.944353 = -655577.752938
  nChanged 109
		SP:Iteration 10Q (185204.410000 sec): 3 clusters
  Score: Raw -658458.074181 + Penalty 2834.944353 = -655623.129828
  nChanged 88
		SP:Iteration 11Q (185204.510000 sec): 3 clusters
  Score: Raw -658491.107803 + Penalty 2834.944353 = -655656.163451
  nChanged 75
		SP:Iteration 12Q (185204.600000 sec): 3 clusters
  Score: Raw -658514.581682 + Penalty 2834.944353 = -655679.637329
  nChanged 71
		SP:Iteration 13Q (185204.700000 sec): 3 clusters
  Score: Raw -658536.612693 + Penalty 2834.944353 = -655701.668341
  nChanged 58
		SP:Iteration 14Q (185204.810000 sec): 3 clusters
  Score: Raw -658555.383217 + Penalty 2834.944353 = -655720.438864
  nChanged 47
		SP:Iteration 15Q (185204.900000 sec): 3 clusters
  Score: Raw -658568.995367 + Penalty 2834.944353 = -655734.051014
  nChanged 43
		SP:Iteration 16Q (185205.000000 sec): 3 clusters
  Score: Raw -658585.913582 + Penalty 2834.944353 = -655750.969229
  nChanged 60
		SP:Iteration 17Q (185205.100000 sec): 3 clusters
  Score: Raw -658600.726738 + Penalty 2834.944353 = -655765.782385
  nChanged 36
		SP:Iteration 18Q (185205.200000 sec): 3 clusters
  Score: Raw -658610.404791 + Penalty 2834.944353 = -655775.460438
  nChanged 40
		SP:Iteration 19Q (185205.300000 sec): 3 clusters
  Score: Raw -658620.734370 + Penalty 2834.944353 = -655785.790017
  nChanged 30
		SP:Iteration 20F (185205.400000 sec): 3 clusters
  Score: Raw -658629.117365 + Penalty 2834.944353 = -655794.173012
  nChanged 32
		SP:Iteration 21Q (185205.490000 sec): 3 clusters
  Score: Raw -658636.816680 + Penalty 2834.944353 = -655801.872327
  nChanged 28
		SP:Iteration 22Q (185205.590000 sec): 3 clusters
  Score: Raw -658646.188224 + Penalty 2834.944353 = -655811.243872
  nChanged 28
		SP:Iteration 23Q (185205.690000 sec): 3 clusters
  Score: Raw -658653.059043 + Penalty 2834.944353 = -655818.114690
  nChanged 23
		SP:Iteration 24Q (185205.790000 sec): 3 clusters
  Score: Raw -658658.456783 + Penalty 2834.944353 = -655823.512430
  nChanged 21
		SP:Iteration 25Q (185205.880000 sec): 3 clusters
  Score: Raw -658662.974195 + Penalty 2834.944353 = -655828.029842
  nChanged 17
		SP:Iteration 26Q (185205.980000 sec): 3 clusters
  Score: Raw -658667.991442 + Penalty 2834.944353 = -655833.047089
  nChanged 23
		SP:Iteration 27Q (185206.080000 sec): 3 clusters
  Score: Raw -658673.464853 + Penalty 2834.944353 = -655838.520500
  nChanged 26
		SP:Iteration 28Q (185206.180000 sec): 3 clusters
  Score: Raw -658679.409557 + Penalty 2834.944353 = -655844.465204
  nChanged 21
		SP:Iteration 29Q (185206.270000 sec): 3 clusters
  Score: Raw -658684.043986 + Penalty 2834.944353 = -655849.099634
  nChanged 20
		SP:Iteration 30Q (185206.370000 sec): 3 clusters
  Score: Raw -658689.035382 + Penalty 2834.944353 = -655854.091029
  nChanged 26
		SP:Iteration 31Q (185206.470000 sec): 3 clusters
  Score: Raw -658695.062510 + Penalty 2834.944353 = -655860.118157
  nChanged 20
		SP:Iteration 32Q (185206.570000 sec): 3 clusters
  Score: Raw -658700.158032 + Penalty 2834.944353 = -655865.213679
  nChanged 23
		SP:Iteration 33Q (185206.670000 sec): 3 clusters
  Score: Raw -658707.710727 + Penalty 2834.944353 = -655872.766374
  nChanged 26
		SP:Iteration 34Q (185206.760000 sec): 3 clusters
  Score: Raw -658714.613846 + Penalty 2834.944353 = -655879.669493
  nChanged 18
		SP:Iteration 35Q (185206.860000 sec): 3 clusters
  Score: Raw -658718.306443 + Penalty 2834.944353 = -655883.362091
  nChanged 13
		SP:Iteration 36Q (185206.960000 sec): 3 clusters
  Score: Raw -658722.579917 + Penalty 2834.944353 = -655887.635565
  nChanged 12
		SP:Iteration 37Q (185207.060000 sec): 3 clusters
  Score: Raw -658725.811641 + Penalty 2834.944353 = -655890.867289
  nChanged 13
		SP:Iteration 38Q (185207.150000 sec): 3 clusters
  Score: Raw -658728.937631 + Penalty 2834.944353 = -655893.993278
  nChanged 12
		SP:Iteration 39Q (185207.250000 sec): 3 clusters
  Score: Raw -658731.849569 + Penalty 2834.944353 = -655896.905216
  nChanged 9
		SP:Iteration 40F (185207.350000 sec): 3 clusters
  Score: Raw -658733.341572 + Penalty 2834.944353 = -655898.397219
  nChanged 6
		SP:Iteration 41Q (185207.440000 sec): 3 clusters
  Score: Raw -658734.344920 + Penalty 2834.944353 = -655899.400567
  nChanged 7
		SP:Iteration 42Q (185207.540000 sec): 3 clusters
  Score: Raw -658736.180120 + Penalty 2834.944353 = -655901.235767
  nChanged 9
		SP:Iteration 43Q (185207.640000 sec): 3 clusters
  Score: Raw -658738.331677 + Penalty 2834.944353 = -655903.387324
  nChanged 10
		SP:Iteration 44Q (185207.740000 sec): 3 clusters
  Score: Raw -658740.348103 + Penalty 2834.944353 = -655905.403750
  nChanged 12
		SP:Iteration 45Q (185207.840000 sec): 3 clusters
  Score: Raw -658742.563078 + Penalty 2834.944353 = -655907.618725
  nChanged 10
		SP:Iteration 46Q (185207.940000 sec): 3 clusters
  Score: Raw -658744.250005 + Penalty 2834.944353 = -655909.305652
  nChanged 13
		SP:Iteration 47Q (185208.040000 sec): 3 clusters
  Score: Raw -658747.188453 + Penalty 2834.944353 = -655912.244100
  nChanged 10
		SP:Iteration 48Q (185208.140000 sec): 3 clusters
  Score: Raw -658748.849473 + Penalty 2834.944353 = -655913.905120
  nChanged 6
		SP:Iteration 49Q (185208.240000 sec): 3 clusters
  Score: Raw -658749.864796 + Penalty 2834.944353 = -655914.920444
  nChanged 4
		SP:Iteration 50Q (185208.340000 sec): 3 clusters
  Score: Raw -658750.448967 + Penalty 2834.944353 = -655915.504614
  nChanged 3
		SP:Iteration 51Q (185208.430000 sec): 3 clusters
  Score: Raw -658750.904017 + Penalty 2834.944353 = -655915.959664
  nChanged 2
		SP:Iteration 52Q (185208.530000 sec): 3 clusters
  Score: Raw -658751.415343 + Penalty 2834.944353 = -655916.470990
  nChanged 10
		SP:Iteration 53Q (185208.630000 sec): 3 clusters
  Score: Raw -658753.749531 + Penalty 2834.944353 = -655918.805178
  nChanged 7
		SP:Iteration 54Q (185208.720000 sec): 3 clusters
  Score: Raw -658755.223377 + Penalty 2834.944353 = -655920.279024
  nChanged 10
		SP:Iteration 55Q (185208.820000 sec): 3 clusters
  Score: Raw -658757.373799 + Penalty 2834.944353 = -655922.429446
  nChanged 10
		SP:Iteration 56Q (185208.920000 sec): 3 clusters
  Score: Raw -658759.730939 + Penalty 2834.944353 = -655924.786586
  nChanged 11
		SP:Iteration 57Q (185209.020000 sec): 3 clusters
  Score: Raw -658762.074666 + Penalty 2834.944353 = -655927.130313
  nChanged 8
		SP:Iteration 58Q (185209.110000 sec): 3 clusters
  Score: Raw -658764.503543 + Penalty 2834.944353 = -655929.559190
  nChanged 11
		SP:Iteration 59Q (185209.210000 sec): 3 clusters
  Score: Raw -658767.498808 + Penalty 2834.944353 = -655932.554455
  nChanged 13
		SP:Iteration 60F (185209.310000 sec): 3 clusters
  Score: Raw -658771.560167 + Penalty 2834.944353 = -655936.615814
  nChanged 15
		SP:Iteration 61Q (185209.420000 sec): 3 clusters
  Score: Raw -658775.259847 + Penalty 2834.944353 = -655940.315495
  nChanged 22
		SP:Iteration 62Q (185209.510000 sec): 3 clusters
  Score: Raw -658779.856758 + Penalty 2834.944353 = -655944.912405
  nChanged 14
		SP:Iteration 63Q (185209.610000 sec): 3 clusters
  Score: Raw -658782.976046 + Penalty 2834.944353 = -655948.031693
  nChanged 11
		SP:Iteration 64Q (185209.710000 sec): 3 clusters
  Score: Raw -658785.104328 + Penalty 2834.944353 = -655950.159976
  nChanged 10
		SP:Iteration 65Q (185209.810000 sec): 3 clusters
  Score: Raw -658788.877624 + Penalty 2834.944353 = -655953.933271
  nChanged 9
		SP:Iteration 66Q (185209.900000 sec): 3 clusters
  Score: Raw -658791.175836 + Penalty 2834.944353 = -655956.231484
  nChanged 9
		SP:Iteration 67Q (185210.000000 sec): 3 clusters
  Score: Raw -658793.292862 + Penalty 2834.944353 = -655958.348509
  nChanged 12
		SP:Iteration 68Q (185210.100000 sec): 3 clusters
  Score: Raw -658796.518434 + Penalty 2834.944353 = -655961.574082
  nChanged 8
		SP:Iteration 69Q (185210.200000 sec): 3 clusters
  Score: Raw -658798.112331 + Penalty 2834.944353 = -655963.167979
  nChanged 5
		SP:Iteration 70Q (185210.300000 sec): 3 clusters
  Score: Raw -658799.626895 + Penalty 2834.944353 = -655964.682542
  nChanged 8
		SP:Iteration 71Q (185210.400000 sec): 3 clusters
  Score: Raw -658802.342562 + Penalty 2834.944353 = -655967.398209
  nChanged 13
		SP:Iteration 72Q (185210.490000 sec): 3 clusters
  Score: Raw -658807.665094 + Penalty 2834.944353 = -655972.720741
  nChanged 13
		SP:Iteration 73Q (185210.590000 sec): 3 clusters
  Score: Raw -658810.873695 + Penalty 2834.944353 = -655975.929342
  nChanged 17
		SP:Iteration 74Q (185210.680000 sec): 3 clusters
  Score: Raw -658816.563883 + Penalty 2834.944353 = -655981.619530
  nChanged 19
		SP:Iteration 75Q (185210.780000 sec): 3 clusters
  Score: Raw -658822.987940 + Penalty 2834.944353 = -655988.043587
  nChanged 24
		SP:Iteration 76Q (185210.880000 sec): 3 clusters
  Score: Raw -658833.951034 + Penalty 2834.944353 = -655999.006681
  nChanged 26
		SP:Iteration 77Q (185210.980000 sec): 3 clusters
  Score: Raw -658843.018981 + Penalty 2834.944353 = -656008.074628
  nChanged 22
		SP:Iteration 78Q (185211.070000 sec): 3 clusters
  Score: Raw -658850.421829 + Penalty 2834.944353 = -656015.477476
  nChanged 17
		SP:Iteration 79Q (185211.170000 sec): 3 clusters
  Score: Raw -658855.383554 + Penalty 2834.944353 = -656020.439201
  nChanged 15
		SP:Iteration 80F (185211.270000 sec): 3 clusters
  Score: Raw -658859.201561 + Penalty 2834.944353 = -656024.257208
  nChanged 14
		SP:Iteration 81Q (185211.360000 sec): 3 clusters
  Score: Raw -658864.494063 + Penalty 2834.944353 = -656029.549710
  nChanged 14
		SP:Iteration 82Q (185211.460000 sec): 3 clusters
  Score: Raw -658868.860844 + Penalty 2834.944353 = -656033.916492
  nChanged 14
		SP:Iteration 83Q (185211.560000 sec): 3 clusters
  Score: Raw -658874.571853 + Penalty 2834.944353 = -656039.627500
  nChanged 12
		SP:Iteration 84Q (185211.650000 sec): 3 clusters
  Score: Raw -658880.398369 + Penalty 2834.944353 = -656045.454016
  nChanged 12
		SP:Iteration 85Q (185211.750000 sec): 3 clusters
  Score: Raw -658883.217173 + Penalty 2834.944353 = -656048.272820
  nChanged 5
		SP:Iteration 86Q (185211.850000 sec): 3 clusters
  Score: Raw -658884.458162 + Penalty 2834.944353 = -656049.513810
  nChanged 7
		SP:Iteration 87Q (185211.940000 sec): 3 clusters
  Score: Raw -658886.492932 + Penalty 2834.944353 = -656051.548580
  nChanged 7
		SP:Iteration 88Q (185212.040000 sec): 3 clusters
  Score: Raw -658888.038746 + Penalty 2834.944353 = -656053.094393
  nChanged 7
		SP:Iteration 89Q (185212.140000 sec): 3 clusters
  Score: Raw -658890.337259 + Penalty 2834.944353 = -656055.392906
  nChanged 11
		SP:Iteration 90Q (185212.240000 sec): 3 clusters
  Score: Raw -658894.738952 + Penalty 2834.944353 = -656059.794599
  nChanged 7
		SP:Iteration 91Q (185212.340000 sec): 3 clusters
  Score: Raw -658896.718908 + Penalty 2834.944353 = -656061.774555
  nChanged 6
		SP:Iteration 92Q (185212.430000 sec): 3 clusters
  Score: Raw -658898.525782 + Penalty 2834.944353 = -656063.581429
  nChanged 5
		SP:Iteration 93Q (185212.530000 sec): 3 clusters
  Score: Raw -658899.634243 + Penalty 2834.944353 = -656064.689890
  nChanged 4
		SP:Iteration 94Q (185212.640000 sec): 3 clusters
  Score: Raw -658900.483838 + Penalty 2834.944353 = -656065.539486
  nChanged 2
		SP:Iteration 95Q (185212.730000 sec): 3 clusters
  Score: Raw -658900.769174 + Penalty 2834.944353 = -656065.824822
  nChanged 3
		SP:Iteration 96Q (185212.830000 sec): 3 clusters
  Score: Raw -658901.244418 + Penalty 2834.944353 = -656066.300065
  nChanged 0
		SP:Iteration 97F (185212.930000 sec): 3 clusters
  Score: Raw -658901.244418 + Penalty 2834.944353 = -656066.300065
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 60 (2993 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (185213.000000 sec): 2 clusters
  Score: Raw -319604.112204 + Penalty 1300.655120 = -318303.457084
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (185213.060000 sec): 3 clusters
  Score: Raw -318232.064404 + Penalty 2601.310240 = -315630.754164
  nChanged 1131
		SP:Iteration 1F (185213.130000 sec): 3 clusters
  Score: Raw -318987.389044 + Penalty 2601.310240 = -316386.078804
  nChanged 285
		SP:Iteration 2F (185213.180000 sec): 3 clusters
  Score: Raw -319263.268989 + Penalty 2601.310240 = -316661.958749
  nChanged 218
		SP:Iteration 3F (185213.240000 sec): 3 clusters
  Score: Raw -319511.992098 + Penalty 2601.310240 = -316910.681858
  nChanged 209
		SP:Iteration 4F (185213.300000 sec): 3 clusters
  Score: Raw -319758.271375 + Penalty 2601.310240 = -317156.961135
  nChanged 175
		SP:Iteration 5F (185213.360000 sec): 3 clusters
  Score: Raw -319938.134355 + Penalty 2601.310240 = -317336.824114
  nChanged 133
		SP:Iteration 6Q (185213.410000 sec): 3 clusters
  Score: Raw -320062.123372 + Penalty 2601.310240 = -317460.813132
  nChanged 109
		SP:Iteration 7Q (185213.470000 sec): 3 clusters
  Score: Raw -320154.929151 + Penalty 2601.310240 = -317553.618911
  nChanged 90
		SP:Iteration 8Q (185213.520000 sec): 3 clusters
  Score: Raw -320222.150691 + Penalty 2601.310240 = -317620.840451
  nChanged 58
		SP:Iteration 9Q (185213.580000 sec): 3 clusters
  Score: Raw -320266.309584 + Penalty 2601.310240 = -317664.999344
  nChanged 53
		SP:Iteration 10Q (185213.640000 sec): 3 clusters
  Score: Raw -320306.209896 + Penalty 2601.310240 = -317704.899656
  nChanged 45
		SP:Iteration 11Q (185213.690000 sec): 3 clusters
  Score: Raw -320343.970123 + Penalty 2601.310240 = -317742.659883
  nChanged 45
		SP:Iteration 12Q (185213.750000 sec): 3 clusters
  Score: Raw -320376.727496 + Penalty 2601.310240 = -317775.417256
  nChanged 39
		SP:Iteration 13Q (185213.800000 sec): 3 clusters
  Score: Raw -320404.154427 + Penalty 2601.310240 = -317802.844187
  nChanged 22
		SP:Iteration 14Q (185213.860000 sec): 3 clusters
  Score: Raw -320413.479407 + Penalty 2601.310240 = -317812.169167
  nChanged 12
		SP:Iteration 15Q (185213.920000 sec): 3 clusters
  Score: Raw -320419.036620 + Penalty 2601.310240 = -317817.726380
  nChanged 10
		SP:Iteration 16Q (185213.970000 sec): 3 clusters
  Score: Raw -320424.213814 + Penalty 2601.310240 = -317822.903574
  nChanged 5
		SP:Iteration 17Q (185214.020000 sec): 3 clusters
  Score: Raw -320426.297539 + Penalty 2601.310240 = -317824.987299
  nChanged 7
		SP:Iteration 18Q (185214.080000 sec): 3 clusters
  Score: Raw -320429.443753 + Penalty 2601.310240 = -317828.133513
  nChanged 7
		SP:Iteration 19Q (185214.140000 sec): 3 clusters
  Score: Raw -320432.806362 + Penalty 2601.310240 = -317831.496122
  nChanged 10
		SP:Iteration 20F (185214.190000 sec): 3 clusters
  Score: Raw -320437.834586 + Penalty 2601.310240 = -317836.524346
  nChanged 9
		SP:Iteration 21Q (185214.250000 sec): 3 clusters
  Score: Raw -320441.570246 + Penalty 2601.310240 = -317840.260006
  nChanged 9
		SP:Iteration 22Q (185214.300000 sec): 3 clusters
  Score: Raw -320444.191533 + Penalty 2601.310240 = -317842.881293
  nChanged 4
		SP:Iteration 23Q (185214.360000 sec): 3 clusters
  Score: Raw -320445.900220 + Penalty 2601.310240 = -317844.589980
  nChanged 5
		SP:Iteration 24Q (185214.420000 sec): 3 clusters
  Score: Raw -320448.307130 + Penalty 2601.310240 = -317846.996890
  nChanged 2
		SP:Iteration 25Q (185214.470000 sec): 3 clusters
  Score: Raw -320449.571332 + Penalty 2601.310240 = -317848.261092
  nChanged 2
		SP:Iteration 26Q (185214.520000 sec): 3 clusters
  Score: Raw -320450.406224 + Penalty 2601.310240 = -317849.095984
  nChanged 1
		SP:Iteration 27Q (185214.580000 sec): 3 clusters
  Score: Raw -320451.142733 + Penalty 2601.310240 = -317849.832493
  nChanged 1
		SP:Iteration 28Q (185214.640000 sec): 3 clusters
  Score: Raw -320451.261163 + Penalty 2601.310240 = -317849.950923
  nChanged 0
		SP:Iteration 29F (185214.690000 sec): 3 clusters
  Score: Raw -320451.261163 + Penalty 2601.310240 = -317849.950923
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 61 (847 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (185214.740000 sec): 2 clusters
  Score: Raw -95786.172678 + Penalty 1095.526363 = -94690.646315
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (185214.760000 sec): 3 clusters
  Score: Raw -95564.952356 + Penalty 2191.052726 = -93373.899630
  nChanged 237
		SP:Iteration 1F (185214.780000 sec): 3 clusters
  Score: Raw -95780.612916 + Penalty 2191.052726 = -93589.560190
  nChanged 72
		SP:Iteration 2F (185214.800000 sec): 3 clusters
  Score: Raw -95880.186285 + Penalty 2191.052726 = -93689.133560
  nChanged 38
		SP:Iteration 3Q (185214.810000 sec): 3 clusters
  Score: Raw -95927.829554 + Penalty 2191.052726 = -93736.776828
  nChanged 23
		SP:Iteration 4Q (185214.830000 sec): 3 clusters
  Score: Raw -95951.317040 + Penalty 2191.052726 = -93760.264314
  nChanged 20
		SP:Iteration 5Q (185214.840000 sec): 3 clusters
  Score: Raw -95975.929038 + Penalty 2191.052726 = -93784.876313
  nChanged 15
		SP:Iteration 6Q (185214.860000 sec): 3 clusters
  Score: Raw -95989.117097 + Penalty 2191.052726 = -93798.064371
  nChanged 11
		SP:Iteration 7Q (185214.880000 sec): 3 clusters
  Score: Raw -96006.656576 + Penalty 2191.052726 = -93815.603850
  nChanged 14
		SP:Iteration 8Q (185214.890000 sec): 3 clusters
  Score: Raw -96022.270254 + Penalty 2191.052726 = -93831.217528
  nChanged 8
		SP:Iteration 9Q (185214.910000 sec): 3 clusters
  Score: Raw -96036.415515 + Penalty 2191.052726 = -93845.362790
  nChanged 12
		SP:Iteration 10Q (185214.920000 sec): 3 clusters
  Score: Raw -96056.610920 + Penalty 2191.052726 = -93865.558195
  nChanged 11
		SP:Iteration 11Q (185214.940000 sec): 3 clusters
  Score: Raw -96066.991589 + Penalty 2191.052726 = -93875.938863
  nChanged 7
		SP:Iteration 12Q (185214.960000 sec): 3 clusters
  Score: Raw -96073.160535 + Penalty 2191.052726 = -93882.107809
  nChanged 5
		SP:Iteration 13Q (185214.980000 sec): 3 clusters
  Score: Raw -96080.235883 + Penalty 2191.052726 = -93889.183157
  nChanged 5
		SP:Iteration 14Q (185214.990000 sec): 3 clusters
  Score: Raw -96084.589211 + Penalty 2191.052726 = -93893.536485
  nChanged 4
		SP:Iteration 15Q (185215.010000 sec): 3 clusters
  Score: Raw -96088.594616 + Penalty 2191.052726 = -93897.541890
  nChanged 4
		SP:Iteration 16Q (185215.020000 sec): 3 clusters
  Score: Raw -96093.427110 + Penalty 2191.052726 = -93902.374384
  nChanged 5
		SP:Iteration 17Q (185215.040000 sec): 3 clusters
  Score: Raw -96098.924079 + Penalty 2191.052726 = -93907.871353
  nChanged 6
		SP:Iteration 18Q (185215.060000 sec): 3 clusters
  Score: Raw -96105.986642 + Penalty 2191.052726 = -93914.933917
  nChanged 4
		SP:Iteration 19Q (185215.070000 sec): 3 clusters
  Score: Raw -96108.667320 + Penalty 2191.052726 = -93917.614595
  nChanged 1
		SP:Iteration 20F (185215.090000 sec): 3 clusters
  Score: Raw -96108.926003 + Penalty 2191.052726 = -93917.873277
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 62 (6027 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (185215.170000 sec): 2 clusters
  Score: Raw -688496.091533 + Penalty 1414.400756 = -687081.690777
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (185215.320000 sec): 3 clusters
  Score: Raw -685368.606234 + Penalty 2828.801512 = -682539.804721
  nChanged 2439
		SP:Iteration 1F (185215.430000 sec): 3 clusters
  Score: Raw -686764.076579 + Penalty 2828.801512 = -683935.275066
  nChanged 457
		SP:Iteration 2F (185215.530000 sec): 3 clusters
  Score: Raw -687109.397180 + Penalty 2828.801512 = -684280.595668
  nChanged 394
		SP:Iteration 3F (185215.620000 sec): 3 clusters
  Score: Raw -687417.808936 + Penalty 2828.801512 = -684589.007423
  nChanged 374
		SP:Iteration 4F (185215.720000 sec): 3 clusters
  Score: Raw -687672.104724 + Penalty 2828.801512 = -684843.303212
  nChanged 350
		SP:Iteration 5F (185215.820000 sec): 3 clusters
  Score: Raw -687895.860804 + Penalty 2828.801512 = -685067.059291
  nChanged 285
		SP:Iteration 6Q (185215.920000 sec): 3 clusters
  Score: Raw -688073.323549 + Penalty 2828.801512 = -685244.522036
  nChanged 253
		SP:Iteration 7Q (185216.020000 sec): 3 clusters
  Score: Raw -688225.131007 + Penalty 2828.801512 = -685396.329495
  nChanged 220
		SP:Iteration 8Q (185216.120000 sec): 3 clusters
  Score: Raw -688358.184854 + Penalty 2828.801512 = -685529.383341
  nChanged 191
		SP:Iteration 9Q (185216.220000 sec): 3 clusters
  Score: Raw -688458.769892 + Penalty 2828.801512 = -685629.968380
  nChanged 141
		SP:Iteration 10Q (185216.310000 sec): 3 clusters
  Score: Raw -688543.648653 + Penalty 2828.801512 = -685714.847140
  nChanged 133
		SP:Iteration 11Q (185216.410000 sec): 3 clusters
  Score: Raw -688631.664947 + Penalty 2828.801512 = -685802.863435
  nChanged 118
		SP:Iteration 12Q (185216.510000 sec): 3 clusters
  Score: Raw -688726.612179 + Penalty 2828.801512 = -685897.810667
  nChanged 96
		SP:Iteration 13Q (185216.610000 sec): 3 clusters
  Score: Raw -688787.966111 + Penalty 2828.801512 = -685959.164599
  nChanged 75
		SP:Iteration 14Q (185216.700000 sec): 3 clusters
  Score: Raw -688840.364893 + Penalty 2828.801512 = -686011.563381
  nChanged 67
		SP:Iteration 15Q (185216.800000 sec): 3 clusters
  Score: Raw -688890.807615 + Penalty 2828.801512 = -686062.006102
  nChanged 59
		SP:Iteration 16Q (185216.900000 sec): 3 clusters
  Score: Raw -688927.873552 + Penalty 2828.801512 = -686099.072040
  nChanged 52
		SP:Iteration 17Q (185217.000000 sec): 3 clusters
  Score: Raw -688958.689075 + Penalty 2828.801512 = -686129.887562
  nChanged 47
		SP:Iteration 18Q (185217.090000 sec): 3 clusters
  Score: Raw -688982.146000 + Penalty 2828.801512 = -686153.344487
  nChanged 34
		SP:Iteration 19Q (185217.190000 sec): 3 clusters
  Score: Raw -688997.169080 + Penalty 2828.801512 = -686168.367568
  nChanged 32
		SP:Iteration 20F (185217.290000 sec): 3 clusters
  Score: Raw -689013.480568 + Penalty 2828.801512 = -686184.679056
  nChanged 29
		SP:Iteration 21Q (185217.380000 sec): 3 clusters
  Score: Raw -689030.167877 + Penalty 2828.801512 = -686201.366365
  nChanged 19
		SP:Iteration 22Q (185217.480000 sec): 3 clusters
  Score: Raw -689040.836610 + Penalty 2828.801512 = -686212.035097
  nChanged 20
		SP:Iteration 23Q (185217.570000 sec): 3 clusters
  Score: Raw -689051.310831 + Penalty 2828.801512 = -686222.509319
  nChanged 22
		SP:Iteration 24Q (185217.670000 sec): 3 clusters
  Score: Raw -689060.572310 + Penalty 2828.801512 = -686231.770798
  nChanged 18
		SP:Iteration 25Q (185217.760000 sec): 3 clusters
  Score: Raw -689069.670379 + Penalty 2828.801512 = -686240.868866
  nChanged 13
		SP:Iteration 26Q (185217.860000 sec): 3 clusters
  Score: Raw -689074.950018 + Penalty 2828.801512 = -686246.148506
  nChanged 12
		SP:Iteration 27Q (185217.950000 sec): 3 clusters
  Score: Raw -689080.020961 + Penalty 2828.801512 = -686251.219449
  nChanged 10
		SP:Iteration 28Q (185218.050000 sec): 3 clusters
  Score: Raw -689084.019786 + Penalty 2828.801512 = -686255.218274
  nChanged 8
		SP:Iteration 29Q (185218.140000 sec): 3 clusters
  Score: Raw -689087.095988 + Penalty 2828.801512 = -686258.294476
  nChanged 14
		SP:Iteration 30Q (185218.240000 sec): 3 clusters
  Score: Raw -689095.319267 + Penalty 2828.801512 = -686266.517755
  nChanged 10
		SP:Iteration 31Q (185218.330000 sec): 3 clusters
  Score: Raw -689101.009200 + Penalty 2828.801512 = -686272.207688
  nChanged 11
		SP:Iteration 32Q (185218.420000 sec): 3 clusters
  Score: Raw -689105.167688 + Penalty 2828.801512 = -686276.366176
  nChanged 5
		SP:Iteration 33Q (185218.520000 sec): 3 clusters
  Score: Raw -689108.344244 + Penalty 2828.801512 = -686279.542732
  nChanged 9
		SP:Iteration 34Q (185218.610000 sec): 3 clusters
  Score: Raw -689113.116134 + Penalty 2828.801512 = -686284.314622
  nChanged 14
		SP:Iteration 35Q (185218.700000 sec): 3 clusters
  Score: Raw -689119.080040 + Penalty 2828.801512 = -686290.278528
  nChanged 9
		SP:Iteration 36Q (185218.800000 sec): 3 clusters
  Score: Raw -689123.006797 + Penalty 2828.801512 = -686294.205284
  nChanged 8
		SP:Iteration 37Q (185218.890000 sec): 3 clusters
  Score: Raw -689126.820298 + Penalty 2828.801512 = -686298.018786
  nChanged 7
		SP:Iteration 38Q (185218.980000 sec): 3 clusters
  Score: Raw -689129.042406 + Penalty 2828.801512 = -686300.240893
  nChanged 5
		SP:Iteration 39Q (185219.080000 sec): 3 clusters
  Score: Raw -689130.642309 + Penalty 2828.801512 = -686301.840797
  nChanged 2
		SP:Iteration 40F (185219.170000 sec): 3 clusters
  Score: Raw -689131.168711 + Penalty 2828.801512 = -686302.367199
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 63 (4600 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (185219.290000 sec): 2 clusters
  Score: Raw -485962.854588 + Penalty 1370.494382 = -484592.360205
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (185219.390000 sec): 3 clusters
  Score: Raw -483626.235958 + Penalty 2740.988764 = -480885.247194
  nChanged 1895
		SP:Iteration 1F (185219.470000 sec): 3 clusters
  Score: Raw -484960.411342 + Penalty 2740.988764 = -482219.422578
  nChanged 453
		SP:Iteration 2F (185219.550000 sec): 3 clusters
  Score: Raw -485372.721785 + Penalty 2740.988764 = -482631.733021
  nChanged 358
		SP:Iteration 3F (185219.640000 sec): 3 clusters
  Score: Raw -485635.202221 + Penalty 2740.988764 = -482894.213457
  nChanged 251
		SP:Iteration 4F (185219.720000 sec): 3 clusters
  Score: Raw -485820.955149 + Penalty 2740.988764 = -483079.966385
  nChanged 216
		SP:Iteration 5Q (185219.800000 sec): 3 clusters
  Score: Raw -485973.309522 + Penalty 2740.988764 = -483232.320758
  nChanged 184
		SP:Iteration 6Q (185219.880000 sec): 3 clusters
  Score: Raw -486075.533857 + Penalty 2740.988764 = -483334.545092
  nChanged 115
		SP:Iteration 7Q (185219.960000 sec): 3 clusters
  Score: Raw -486139.883318 + Penalty 2740.988764 = -483398.894553
  nChanged 97
		SP:Iteration 8Q (185220.040000 sec): 3 clusters
  Score: Raw -486182.225777 + Penalty 2740.988764 = -483441.237013
  nChanged 75
		SP:Iteration 9Q (185220.120000 sec): 3 clusters
  Score: Raw -486211.545546 + Penalty 2740.988764 = -483470.556782
  nChanged 46
		SP:Iteration 10Q (185220.210000 sec): 3 clusters
  Score: Raw -486229.153920 + Penalty 2740.988764 = -483488.165156
  nChanged 43
		SP:Iteration 11Q (185220.290000 sec): 3 clusters
  Score: Raw -486247.089329 + Penalty 2740.988764 = -483506.100565
  nChanged 43
		SP:Iteration 12Q (185220.370000 sec): 3 clusters
  Score: Raw -486274.835655 + Penalty 2740.988764 = -483533.846891
  nChanged 37
		SP:Iteration 13Q (185220.450000 sec): 3 clusters
  Score: Raw -486290.693431 + Penalty 2740.988764 = -483549.704667
  nChanged 36
		SP:Iteration 14Q (185220.530000 sec): 3 clusters
  Score: Raw -486302.713723 + Penalty 2740.988764 = -483561.724959
  nChanged 38
		SP:Iteration 15Q (185220.620000 sec): 3 clusters
  Score: Raw -486312.150467 + Penalty 2740.988764 = -483571.161702
  nChanged 28
		SP:Iteration 16Q (185220.700000 sec): 3 clusters
  Score: Raw -486324.144597 + Penalty 2740.988764 = -483583.155833
  nChanged 40
		SP:Iteration 17Q (185220.780000 sec): 3 clusters
  Score: Raw -486341.686365 + Penalty 2740.988764 = -483600.697601
  nChanged 38
		SP:Iteration 18Q (185220.860000 sec): 3 clusters
  Score: Raw -486356.304625 + Penalty 2740.988764 = -483615.315861
  nChanged 40
		SP:Iteration 19Q (185220.940000 sec): 3 clusters
  Score: Raw -486368.435301 + Penalty 2740.988764 = -483627.446537
  nChanged 35
		SP:Iteration 20F (185221.020000 sec): 3 clusters
  Score: Raw -486377.531892 + Penalty 2740.988764 = -483636.543128
  nChanged 26
		SP:Iteration 21Q (185221.100000 sec): 3 clusters
  Score: Raw -486383.738752 + Penalty 2740.988764 = -483642.749988
  nChanged 17
		SP:Iteration 22Q (185221.190000 sec): 3 clusters
  Score: Raw -486387.872209 + Penalty 2740.988764 = -483646.883445
  nChanged 8
		SP:Iteration 23Q (185221.270000 sec): 3 clusters
  Score: Raw -486389.856579 + Penalty 2740.988764 = -483648.867814
  nChanged 10
		SP:Iteration 24Q (185221.350000 sec): 3 clusters
  Score: Raw -486392.225063 + Penalty 2740.988764 = -483651.236298
  nChanged 9
		SP:Iteration 25Q (185221.430000 sec): 3 clusters
  Score: Raw -486394.216000 + Penalty 2740.988764 = -483653.227235
  nChanged 2
		SP:Iteration 26Q (185221.510000 sec): 3 clusters
  Score: Raw -486394.723341 + Penalty 2740.988764 = -483653.734577
  nChanged 4
		SP:Iteration 27Q (185221.600000 sec): 3 clusters
  Score: Raw -486395.455076 + Penalty 2740.988764 = -483654.466311
  nChanged 1
		SP:Iteration 28Q (185221.680000 sec): 3 clusters
  Score: Raw -486395.922149 + Penalty 2740.988764 = -483654.933385
  nChanged 4
		SP:Iteration 29Q (185221.760000 sec): 3 clusters
  Score: Raw -486396.424490 + Penalty 2740.988764 = -483655.435726
  nChanged 2
		SP:Iteration 30Q (185221.840000 sec): 3 clusters
  Score: Raw -486396.742671 + Penalty 2740.988764 = -483655.753907
  nChanged 5
		SP:Iteration 31Q (185221.920000 sec): 3 clusters
  Score: Raw -486397.432986 + Penalty 2740.988764 = -483656.444221
  nChanged 3
		SP:Iteration 32Q (185222.000000 sec): 3 clusters
  Score: Raw -486398.112730 + Penalty 2740.988764 = -483657.123965
  nChanged 2
		SP:Iteration 33Q (185222.090000 sec): 3 clusters
  Score: Raw -486398.578825 + Penalty 2740.988764 = -483657.590061
  nChanged 1
		SP:Iteration 34Q (185222.170000 sec): 3 clusters
  Score: Raw -486398.968910 + Penalty 2740.988764 = -483657.980146
  nChanged 0
		SP:Iteration 35F (185222.250000 sec): 3 clusters
  Score: Raw -486398.968910 + Penalty 2740.988764 = -483657.980146
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 64 (8123 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (185222.340000 sec): 2 clusters
  Score: Raw -953425.206803 + Penalty 1462.898909 = -951962.307894
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (185222.490000 sec): 3 clusters
  Score: Raw -948913.430020 + Penalty 2925.797817 = -945987.632202
  nChanged 3510
		SP:Iteration 1F (185222.610000 sec): 3 clusters
  Score: Raw -950804.750197 + Penalty 2925.797817 = -947878.952379
  nChanged 544
		SP:Iteration 2F (185222.730000 sec): 3 clusters
  Score: Raw -951058.029154 + Penalty 2925.797817 = -948132.231336
  nChanged 455
		SP:Iteration 3F (185222.870000 sec): 3 clusters
  Score: Raw -951284.273653 + Penalty 2925.797817 = -948358.475835
  nChanged 388
		SP:Iteration 4Q (185222.990000 sec): 3 clusters
  Score: Raw -951477.098908 + Penalty 2925.797817 = -948551.301091
  nChanged 355
		SP:Iteration 5Q (185223.130000 sec): 3 clusters
  Score: Raw -951660.483647 + Penalty 2925.797817 = -948734.685830
  nChanged 341
		SP:Iteration 6Q (185223.260000 sec): 3 clusters
  Score: Raw -951846.777146 + Penalty 2925.797817 = -948920.979329
  nChanged 322
		SP:Iteration 7Q (185223.390000 sec): 3 clusters
  Score: Raw -952036.940822 + Penalty 2925.797817 = -949111.143004
  nChanged 317
		SP:Iteration 8Q (185223.520000 sec): 3 clusters
  Score: Raw -952259.248324 + Penalty 2925.797817 = -949333.450507
  nChanged 331
		SP:Iteration 9Q (185223.640000 sec): 3 clusters
  Score: Raw -952493.006251 + Penalty 2925.797817 = -949567.208434
  nChanged 326
		SP:Iteration 10Q (185223.770000 sec): 3 clusters
  Score: Raw -952729.657615 + Penalty 2925.797817 = -949803.859798
  nChanged 297
		SP:Iteration 11Q (185223.900000 sec): 3 clusters
  Score: Raw -952945.188842 + Penalty 2925.797817 = -950019.391025
  nChanged 257
		SP:Iteration 12Q (185224.010000 sec): 3 clusters
  Score: Raw -953142.421044 + Penalty 2925.797817 = -950216.623226
  nChanged 204
		SP:Iteration 13Q (185224.130000 sec): 3 clusters
  Score: Raw -953276.645036 + Penalty 2925.797817 = -950350.847219
  nChanged 155
		SP:Iteration 14Q (185224.240000 sec): 3 clusters
  Score: Raw -953356.016958 + Penalty 2925.797817 = -950430.219141
  nChanged 130
		SP:Iteration 15Q (185224.360000 sec): 3 clusters
  Score: Raw -953412.947189 + Penalty 2925.797817 = -950487.149371
  nChanged 93
		SP:Iteration 16Q (185224.480000 sec): 3 clusters
  Score: Raw -953454.694019 + Penalty 2925.797817 = -950528.896201
  nChanged 88
		SP:Iteration 17Q (185224.600000 sec): 3 clusters
  Score: Raw -953494.192918 + Penalty 2925.797817 = -950568.395100
  nChanged 75
		SP:Iteration 18Q (185224.720000 sec): 3 clusters
  Score: Raw -953528.850920 + Penalty 2925.797817 = -950603.053102
  nChanged 77
		SP:Iteration 19Q (185224.850000 sec): 3 clusters
  Score: Raw -953569.156785 + Penalty 2925.797817 = -950643.358968
  nChanged 63
		SP:Iteration 20F (185224.970000 sec): 3 clusters
  Score: Raw -953602.894079 + Penalty 2925.797817 = -950677.096262
  nChanged 53
		SP:Iteration 21Q (185225.090000 sec): 3 clusters
  Score: Raw -953629.349527 + Penalty 2925.797817 = -950703.551710
  nChanged 51
		SP:Iteration 22Q (185225.210000 sec): 3 clusters
  Score: Raw -953653.737457 + Penalty 2925.797817 = -950727.939640
  nChanged 47
		SP:Iteration 23Q (185225.330000 sec): 3 clusters
  Score: Raw -953678.395426 + Penalty 2925.797817 = -950752.597608
  nChanged 46
		SP:Iteration 24Q (185225.440000 sec): 3 clusters
  Score: Raw -953703.287846 + Penalty 2925.797817 = -950777.490029
  nChanged 41
		SP:Iteration 25Q (185225.560000 sec): 3 clusters
  Score: Raw -953727.179622 + Penalty 2925.797817 = -950801.381805
  nChanged 38
		SP:Iteration 26Q (185225.670000 sec): 3 clusters
  Score: Raw -953751.591866 + Penalty 2925.797817 = -950825.794048
  nChanged 40
		SP:Iteration 27Q (185225.790000 sec): 3 clusters
  Score: Raw -953783.236068 + Penalty 2925.797817 = -950857.438250
  nChanged 45
		SP:Iteration 28Q (185225.910000 sec): 3 clusters
  Score: Raw -953823.034429 + Penalty 2925.797817 = -950897.236611
  nChanged 39
		SP:Iteration 29Q (185226.040000 sec): 3 clusters
  Score: Raw -953850.423310 + Penalty 2925.797817 = -950924.625492
  nChanged 27
		SP:Iteration 30Q (185226.160000 sec): 3 clusters
  Score: Raw -953862.793903 + Penalty 2925.797817 = -950936.996085
  nChanged 21
		SP:Iteration 31Q (185226.280000 sec): 3 clusters
  Score: Raw -953876.178867 + Penalty 2925.797817 = -950950.381049
  nChanged 17
		SP:Iteration 32Q (185226.410000 sec): 3 clusters
  Score: Raw -953887.852652 + Penalty 2925.797817 = -950962.054835
  nChanged 27
		SP:Iteration 33Q (185226.530000 sec): 3 clusters
  Score: Raw -953902.450763 + Penalty 2925.797817 = -950976.652945
  nChanged 20
		SP:Iteration 34Q (185226.650000 sec): 3 clusters
  Score: Raw -953910.439014 + Penalty 2925.797817 = -950984.641196
  nChanged 17
		SP:Iteration 35Q (185226.770000 sec): 3 clusters
  Score: Raw -953919.282811 + Penalty 2925.797817 = -950993.484993
  nChanged 24
		SP:Iteration 36Q (185226.890000 sec): 3 clusters
  Score: Raw -953936.929806 + Penalty 2925.797817 = -951011.131989
  nChanged 21
		SP:Iteration 37Q (185227.010000 sec): 3 clusters
  Score: Raw -953952.723078 + Penalty 2925.797817 = -951026.925260
  nChanged 28
		SP:Iteration 38Q (185227.130000 sec): 3 clusters
  Score: Raw -953968.208862 + Penalty 2925.797817 = -951042.411044
  nChanged 16
		SP:Iteration 39Q (185227.260000 sec): 3 clusters
  Score: Raw -953975.873792 + Penalty 2925.797817 = -951050.075974
  nChanged 4
		SP:Iteration 40F (185227.390000 sec): 3 clusters
  Score: Raw -953978.707500 + Penalty 2925.797817 = -951052.909682
  nChanged 2
		SP:Iteration 41Q (185227.510000 sec): 3 clusters
  Score: Raw -953979.283930 + Penalty 2925.797817 = -951053.486113
  nChanged 2
		SP:Iteration 42Q (185227.630000 sec): 3 clusters
  Score: Raw -953979.823050 + Penalty 2925.797817 = -951054.025233
  nChanged 4
		SP:Iteration 43Q (185227.750000 sec): 3 clusters
  Score: Raw -953981.169201 + Penalty 2925.797817 = -951055.371384
  nChanged 5
		SP:Iteration 44Q (185227.870000 sec): 3 clusters
  Score: Raw -953982.797208 + Penalty 2925.797817 = -951056.999390
  nChanged 4
		SP:Iteration 45Q (185227.990000 sec): 3 clusters
  Score: Raw -953984.853769 + Penalty 2925.797817 = -951059.055952
  nChanged 5
		SP:Iteration 46Q (185228.110000 sec): 3 clusters
  Score: Raw -953988.079530 + Penalty 2925.797817 = -951062.281713
  nChanged 5
		SP:Iteration 47Q (185228.220000 sec): 3 clusters
  Score: Raw -953991.015925 + Penalty 2925.797817 = -951065.218108
  nChanged 9
		SP:Iteration 48Q (185228.340000 sec): 3 clusters
  Score: Raw -953997.445512 + Penalty 2925.797817 = -951071.647694
  nChanged 8
		SP:Iteration 49Q (185228.460000 sec): 3 clusters
  Score: Raw -954001.707148 + Penalty 2925.797817 = -951075.909330
  nChanged 7
		SP:Iteration 50Q (185228.580000 sec): 3 clusters
  Score: Raw -954004.294150 + Penalty 2925.797817 = -951078.496332
  nChanged 5
		SP:Iteration 51Q (185228.700000 sec): 3 clusters
  Score: Raw -954005.633248 + Penalty 2925.797817 = -951079.835430
  nChanged 1
		SP:Iteration 52Q (185228.820000 sec): 3 clusters
  Score: Raw -954006.254142 + Penalty 2925.797817 = -951080.456324
  nChanged 2
		SP:Iteration 53Q (185228.940000 sec): 3 clusters
  Score: Raw -954008.168673 + Penalty 2925.797817 = -951082.370855
  nChanged 4
		SP:Iteration 54Q (185229.060000 sec): 3 clusters
  Score: Raw -954010.440251 + Penalty 2925.797817 = -951084.642434
  nChanged 4
		SP:Iteration 55Q (185229.180000 sec): 3 clusters
  Score: Raw -954012.236310 + Penalty 2925.797817 = -951086.438492
  nChanged 3
		SP:Iteration 56Q (185229.300000 sec): 3 clusters
  Score: Raw -954014.341686 + Penalty 2925.797817 = -951088.543868
  nChanged 3
		SP:Iteration 57Q (185229.420000 sec): 3 clusters
  Score: Raw -954015.552255 + Penalty 2925.797817 = -951089.754437
  nChanged 1
		SP:Iteration 58Q (185229.540000 sec): 3 clusters
  Score: Raw -954016.188306 + Penalty 2925.797817 = -951090.390489
  nChanged 3
		SP:Iteration 59Q (185229.660000 sec): 3 clusters
  Score: Raw -954017.820599 + Penalty 2925.797817 = -951092.022782
  nChanged 2
		SP:Iteration 60F (185229.790000 sec): 3 clusters
  Score: Raw -954018.234020 + Penalty 2925.797817 = -951092.436202
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 65 (23059 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (185230.020000 sec): 2 clusters
  Score: Raw -2788208.583015 + Penalty 1632.444357 = -2786576.138658
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (185230.310000 sec): 3 clusters
  Score: Raw -2774136.399345 + Penalty 3264.888714 = -2770871.510631
  nChanged 10532
		SP:Iteration 1F (185230.610000 sec): 3 clusters
  Score: Raw -2779892.529322 + Penalty 3264.888714 = -2776627.640608
  nChanged 1078
		SP:Iteration 2Q (185230.870000 sec): 3 clusters
  Score: Raw -2780280.425572 + Penalty 3264.888714 = -2777015.536858
  nChanged 1035
		SP:Iteration 3Q (185231.130000 sec): 3 clusters
  Score: Raw -2780678.012670 + Penalty 3264.888714 = -2777413.123956
  nChanged 1089
		SP:Iteration 4Q (185231.380000 sec): 3 clusters
  Score: Raw -2781132.370374 + Penalty 3264.888714 = -2777867.481660
  nChanged 1109
		SP:Iteration 5Q (185231.630000 sec): 3 clusters
  Score: Raw -2781623.769871 + Penalty 3264.888714 = -2778358.881157
  nChanged 1083
		SP:Iteration 6Q (185231.930000 sec): 3 clusters
  Score: Raw -2782161.954530 + Penalty 3264.888714 = -2778897.065816
  nChanged 1179
		SP:Iteration 7F (185232.190000 sec): 3 clusters
  Score: Raw -2782778.366106 + Penalty 3264.888714 = -2779513.477392
  nChanged 1154
		SP:Iteration 8F (185232.440000 sec): 3 clusters
  Score: Raw -2783368.902990 + Penalty 3264.888714 = -2780104.014276
  nChanged 1066
		SP:Iteration 9Q (185232.730000 sec): 3 clusters
  Score: Raw -2783920.522522 + Penalty 3264.888714 = -2780655.633808
  nChanged 938
		SP:Iteration 10Q (185232.990000 sec): 3 clusters
  Score: Raw -2784355.790089 + Penalty 3264.888714 = -2781090.901375
  nChanged 807
		SP:Iteration 11Q (185233.240000 sec): 3 clusters
  Score: Raw -2784669.530865 + Penalty 3264.888714 = -2781404.642151
  nChanged 681
		SP:Iteration 12Q (185233.540000 sec): 3 clusters
  Score: Raw -2784922.110595 + Penalty 3264.888714 = -2781657.221881
  nChanged 555
		SP:Iteration 13Q (185233.790000 sec): 3 clusters
  Score: Raw -2785104.795505 + Penalty 3264.888714 = -2781839.906791
  nChanged 458
		SP:Iteration 14Q (185234.030000 sec): 3 clusters
  Score: Raw -2785229.053847 + Penalty 3264.888714 = -2781964.165133
  nChanged 344
		SP:Iteration 15Q (185234.330000 sec): 3 clusters
  Score: Raw -2785313.994672 + Penalty 3264.888714 = -2782049.105958
  nChanged 301
		SP:Iteration 16Q (185234.580000 sec): 3 clusters
  Score: Raw -2785380.536919 + Penalty 3264.888714 = -2782115.648205
  nChanged 255
		SP:Iteration 17Q (185234.830000 sec): 3 clusters
  Score: Raw -2785435.104364 + Penalty 3264.888714 = -2782170.215650
  nChanged 251
		SP:Iteration 18Q (185235.120000 sec): 3 clusters
  Score: Raw -2785491.087021 + Penalty 3264.888714 = -2782226.198307
  nChanged 256
		SP:Iteration 19Q (185235.360000 sec): 3 clusters
  Score: Raw -2785553.571101 + Penalty 3264.888714 = -2782288.682387
  nChanged 276
		SP:Iteration 20F (185235.660000 sec): 3 clusters
  Score: Raw -2785626.702060 + Penalty 3264.888714 = -2782361.813346
  nChanged 299
		SP:Iteration 21Q (185235.900000 sec): 3 clusters
  Score: Raw -2785710.537866 + Penalty 3264.888714 = -2782445.649152
  nChanged 302
		SP:Iteration 22Q (185236.190000 sec): 3 clusters
  Score: Raw -2785790.076198 + Penalty 3264.888714 = -2782525.187484
  nChanged 292
		SP:Iteration 23Q (185236.440000 sec): 3 clusters
  Score: Raw -2785867.872832 + Penalty 3264.888714 = -2782602.984118
  nChanged 320
		SP:Iteration 24Q (185236.730000 sec): 3 clusters
  Score: Raw -2785955.621631 + Penalty 3264.888714 = -2782690.732917
  nChanged 334
		SP:Iteration 25Q (185236.970000 sec): 3 clusters
  Score: Raw -2786050.922276 + Penalty 3264.888714 = -2782786.033562
  nChanged 358
		SP:Iteration 26Q (185237.260000 sec): 3 clusters
  Score: Raw -2786169.615395 + Penalty 3264.888714 = -2782904.726681
  nChanged 387
		SP:Iteration 27Q (185237.510000 sec): 3 clusters
  Score: Raw -2786305.071757 + Penalty 3264.888714 = -2783040.183043
  nChanged 400
		SP:Iteration 28Q (185237.790000 sec): 3 clusters
  Score: Raw -2786456.412581 + Penalty 3264.888714 = -2783191.523867
  nChanged 392
		SP:Iteration 29Q (185238.030000 sec): 3 clusters
  Score: Raw -2786604.957776 + Penalty 3264.888714 = -2783340.069062
  nChanged 393
		SP:Iteration 30Q (185238.310000 sec): 3 clusters
  Score: Raw -2786756.299080 + Penalty 3264.888714 = -2783491.410366
  nChanged 372
		SP:Iteration 31Q (185238.600000 sec): 3 clusters
  Score: Raw -2786916.941389 + Penalty 3264.888714 = -2783652.052675
  nChanged 373
		SP:Iteration 32Q (185238.840000 sec): 3 clusters
  Score: Raw -2787075.804689 + Penalty 3264.888714 = -2783810.915975
  nChanged 381
		SP:Iteration 33Q (185239.120000 sec): 3 clusters
  Score: Raw -2787249.214465 + Penalty 3264.888714 = -2783984.325751
  nChanged 350
		SP:Iteration 34Q (185239.400000 sec): 3 clusters
  Score: Raw -2787400.310782 + Penalty 3264.888714 = -2784135.422068
  nChanged 348
		SP:Iteration 35Q (185239.640000 sec): 3 clusters
  Score: Raw -2787563.326591 + Penalty 3264.888714 = -2784298.437877
  nChanged 314
		SP:Iteration 36Q (185239.920000 sec): 3 clusters
  Score: Raw -2787702.195604 + Penalty 3264.888714 = -2784437.306890
  nChanged 285
		SP:Iteration 37Q (185240.190000 sec): 3 clusters
  Score: Raw -2787824.177946 + Penalty 3264.888714 = -2784559.289232
  nChanged 244
		SP:Iteration 38Q (185240.470000 sec): 3 clusters
  Score: Raw -2787920.266853 + Penalty 3264.888714 = -2784655.378139
  nChanged 219
		SP:Iteration 39Q (185240.710000 sec): 3 clusters
  Score: Raw -2788012.179251 + Penalty 3264.888714 = -2784747.290537
  nChanged 214
		SP:Iteration 40F (185241.000000 sec): 3 clusters
  Score: Raw -2788111.146674 + Penalty 3264.888714 = -2784846.257960
  nChanged 196
		SP:Iteration 41Q (185241.310000 sec): 3 clusters
  Score: Raw -2788187.002208 + Penalty 3264.888714 = -2784922.113494
  nChanged 167
		SP:Iteration 42Q (185241.540000 sec): 3 clusters
  Score: Raw -2788256.484673 + Penalty 3264.888714 = -2784991.595959
  nChanged 159
		SP:Iteration 43Q (185241.770000 sec): 3 clusters
  Score: Raw -2788321.656510 + Penalty 3264.888714 = -2785056.767796
  nChanged 133
		SP:Iteration 44Q (185242.050000 sec): 3 clusters
  Score: Raw -2788383.940047 + Penalty 3264.888714 = -2785119.051333
  nChanged 111
		SP:Iteration 45Q (185242.330000 sec): 3 clusters
  Score: Raw -2788434.664798 + Penalty 3264.888714 = -2785169.776084
  nChanged 111
		SP:Iteration 46Q (185242.600000 sec): 3 clusters
  Score: Raw -2788482.437862 + Penalty 3264.888714 = -2785217.549148
  nChanged 100
		SP:Iteration 47Q (185242.880000 sec): 3 clusters
  Score: Raw -2788519.495397 + Penalty 3264.888714 = -2785254.606683
  nChanged 100
		SP:Iteration 48Q (185243.150000 sec): 3 clusters
  Score: Raw -2788558.055253 + Penalty 3264.888714 = -2785293.166539
  nChanged 71
		SP:Iteration 49Q (185243.390000 sec): 3 clusters
  Score: Raw -2788585.467984 + Penalty 3264.888714 = -2785320.579270
  nChanged 62
		SP:Iteration 50Q (185243.650000 sec): 3 clusters
  Score: Raw -2788611.713777 + Penalty 3264.888714 = -2785346.825063
  nChanged 61
		SP:Iteration 51Q (185243.930000 sec): 3 clusters
  Score: Raw -2788636.887895 + Penalty 3264.888714 = -2785371.999181
  nChanged 53
		SP:Iteration 52Q (185244.210000 sec): 3 clusters
  Score: Raw -2788656.003632 + Penalty 3264.888714 = -2785391.114918
  nChanged 49
		SP:Iteration 53Q (185244.490000 sec): 3 clusters
  Score: Raw -2788676.762705 + Penalty 3264.888714 = -2785411.873991
  nChanged 32
		SP:Iteration 54Q (185244.760000 sec): 3 clusters
  Score: Raw -2788692.274254 + Penalty 3264.888714 = -2785427.385540
  nChanged 32
		SP:Iteration 55Q (185245.040000 sec): 3 clusters
  Score: Raw -2788708.432757 + Penalty 3264.888714 = -2785443.544043
  nChanged 32
		SP:Iteration 56Q (185245.310000 sec): 3 clusters
  Score: Raw -2788721.467011 + Penalty 3264.888714 = -2785456.578297
  nChanged 27
		SP:Iteration 57Q (185245.590000 sec): 3 clusters
  Score: Raw -2788729.534438 + Penalty 3264.888714 = -2785464.645724
  nChanged 16
		SP:Iteration 58Q (185245.860000 sec): 3 clusters
  Score: Raw -2788733.878793 + Penalty 3264.888714 = -2785468.990079
  nChanged 11
		SP:Iteration 59Q (185246.140000 sec): 3 clusters
  Score: Raw -2788737.454111 + Penalty 3264.888714 = -2785472.565397
  nChanged 7
		SP:Iteration 60F (185246.430000 sec): 3 clusters
  Score: Raw -2788739.244247 + Penalty 3264.888714 = -2785474.355533
  nChanged 6
		SP:Iteration 61Q (185246.670000 sec): 3 clusters
  Score: Raw -2788741.338285 + Penalty 3264.888714 = -2785476.449571
  nChanged 8
		SP:Iteration 62Q (185246.950000 sec): 3 clusters
  Score: Raw -2788742.840995 + Penalty 3264.888714 = -2785477.952281
  nChanged 8
		SP:Iteration 63Q (185247.220000 sec): 3 clusters
  Score: Raw -2788744.676420 + Penalty 3264.888714 = -2785479.787706
  nChanged 4
		SP:Iteration 64Q (185247.490000 sec): 3 clusters
  Score: Raw -2788745.578593 + Penalty 3264.888714 = -2785480.689879
  nChanged 5
		SP:Iteration 65Q (185247.770000 sec): 3 clusters
  Score: Raw -2788747.523709 + Penalty 3264.888714 = -2785482.634995
  nChanged 6
		SP:Iteration 66Q (185248.050000 sec): 3 clusters
  Score: Raw -2788749.580114 + Penalty 3264.888714 = -2785484.691400
  nChanged 4
		SP:Iteration 67Q (185248.270000 sec): 3 clusters
  Score: Raw -2788750.799445 + Penalty 3264.888714 = -2785485.910731
  nChanged 2
		SP:Iteration 68Q (185248.550000 sec): 3 clusters
  Score: Raw -2788751.230888 + Penalty 3264.888714 = -2785486.342174
  nChanged 4
		SP:Iteration 69Q (185248.830000 sec): 3 clusters
  Score: Raw -2788752.331430 + Penalty 3264.888714 = -2785487.442716
  nChanged 2
		SP:Iteration 70Q (185249.100000 sec): 3 clusters
  Score: Raw -2788752.857999 + Penalty 3264.888714 = -2785487.969285
  nChanged 1
		SP:Iteration 71Q (185249.380000 sec): 3 clusters
  Score: Raw -2788753.000677 + Penalty 3264.888714 = -2785488.111963
  nChanged 0
		SP:Iteration 72F (185249.680000 sec): 3 clusters
  Score: Raw -2788753.000677 + Penalty 3264.888714 = -2785488.111963
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 66 (1518 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (185249.730000 sec): 2 clusters
  Score: Raw -171516.207550 + Penalty 1190.336706 = -170325.870844
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (185249.770000 sec): 3 clusters
  Score: Raw -170932.167530 + Penalty 2380.673411 = -168551.494119
  nChanged 528
		SP:Iteration 1F (185249.800000 sec): 3 clusters
  Score: Raw -171326.105513 + Penalty 2380.673411 = -168945.432101
  nChanged 134
		SP:Iteration 2F (185249.830000 sec): 3 clusters
  Score: Raw -171447.227554 + Penalty 2380.673411 = -169066.554143
  nChanged 72
		SP:Iteration 3Q (185249.850000 sec): 3 clusters
  Score: Raw -171503.763628 + Penalty 2380.673411 = -169123.090217
  nChanged 39
		SP:Iteration 4Q (185249.880000 sec): 3 clusters
  Score: Raw -171535.730644 + Penalty 2380.673411 = -169155.057232
  nChanged 34
		SP:Iteration 5Q (185249.910000 sec): 3 clusters
  Score: Raw -171560.446598 + Penalty 2380.673411 = -169179.773186
  nChanged 32
		SP:Iteration 6Q (185249.940000 sec): 3 clusters
  Score: Raw -171587.841990 + Penalty 2380.673411 = -169207.168579
  nChanged 22
		SP:Iteration 7Q (185249.970000 sec): 3 clusters
  Score: Raw -171606.110449 + Penalty 2380.673411 = -169225.437038
  nChanged 30
		SP:Iteration 8Q (185249.990000 sec): 3 clusters
  Score: Raw -171628.655813 + Penalty 2380.673411 = -169247.982402
  nChanged 19
		SP:Iteration 9Q (185250.020000 sec): 3 clusters
  Score: Raw -171639.217178 + Penalty 2380.673411 = -169258.543767
  nChanged 12
		SP:Iteration 10Q (185250.050000 sec): 3 clusters
  Score: Raw -171644.589143 + Penalty 2380.673411 = -169263.915731
  nChanged 12
		SP:Iteration 11Q (185250.080000 sec): 3 clusters
  Score: Raw -171651.013053 + Penalty 2380.673411 = -169270.339642
  nChanged 7
		SP:Iteration 12Q (185250.110000 sec): 3 clusters
  Score: Raw -171654.198253 + Penalty 2380.673411 = -169273.524842
  nChanged 5
		SP:Iteration 13Q (185250.130000 sec): 3 clusters
  Score: Raw -171659.565121 + Penalty 2380.673411 = -169278.891710
  nChanged 6
		SP:Iteration 14Q (185250.160000 sec): 3 clusters
  Score: Raw -171668.950866 + Penalty 2380.673411 = -169288.277455
  nChanged 7
		SP:Iteration 15Q (185250.190000 sec): 3 clusters
  Score: Raw -171674.089957 + Penalty 2380.673411 = -169293.416546
  nChanged 4
		SP:Iteration 16Q (185250.220000 sec): 3 clusters
  Score: Raw -171675.922098 + Penalty 2380.673411 = -169295.248687
  nChanged 1
		SP:Iteration 17Q (185250.250000 sec): 3 clusters
  Score: Raw -171676.747019 + Penalty 2380.673411 = -169296.073608
  nChanged 3
		SP:Iteration 18Q (185250.270000 sec): 3 clusters
  Score: Raw -171678.311564 + Penalty 2380.673411 = -169297.638153
  nChanged 4
		SP:Iteration 19Q (185250.300000 sec): 3 clusters
  Score: Raw -171681.327658 + Penalty 2380.673411 = -169300.654246
  nChanged 1
		SP:Iteration 20F (185250.330000 sec): 3 clusters
  Score: Raw -171681.975239 + Penalty 2380.673411 = -169301.301828
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 67 (359 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (185250.370000 sec): 2 clusters
  Score: Raw -42005.424569 + Penalty 956.039888 = -41049.384681
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (185250.380000 sec): 3 clusters
  Score: Raw -42082.146602 + Penalty 1912.079776 = -40170.066826
  nChanged 82
		SP:Iteration 1F (185250.390000 sec): 3 clusters
  Score: Raw -42218.310908 + Penalty 1912.079776 = -40306.231132
  nChanged 27
		SP:Iteration 2F (185250.390000 sec): 3 clusters
  Score: Raw -42296.539916 + Penalty 1912.079776 = -40384.460139
  nChanged 16
		SP:Iteration 3Q (185250.400000 sec): 3 clusters
  Score: Raw -42330.444917 + Penalty 1912.079776 = -40418.365141
  nChanged 15
		SP:Iteration 4Q (185250.410000 sec): 3 clusters
  Score: Raw -42368.462264 + Penalty 1912.079776 = -40456.382487
  nChanged 12
		SP:Iteration 5Q (185250.420000 sec): 3 clusters
  Score: Raw -42391.653565 + Penalty 1912.079776 = -40479.573789
  nChanged 7
		SP:Iteration 6Q (185250.430000 sec): 3 clusters
  Score: Raw -42406.658806 + Penalty 1912.079776 = -40494.579030
  nChanged 4
		SP:Iteration 7Q (185250.430000 sec): 3 clusters
  Score: Raw -42414.567866 + Penalty 1912.079776 = -40502.488090
  nChanged 2
		SP:Iteration 8Q (185250.440000 sec): 3 clusters
  Score: Raw -42416.851435 + Penalty 1912.079776 = -40504.771659
  nChanged 2
		SP:Iteration 9Q (185250.450000 sec): 3 clusters
  Score: Raw -42424.453904 + Penalty 1912.079776 = -40512.374128
  nChanged 3
		SP:Iteration 10Q (185250.450000 sec): 3 clusters
  Score: Raw -42432.415098 + Penalty 1912.079776 = -40520.335322
  nChanged 1
		SP:Iteration 11Q (185250.460000 sec): 3 clusters
  Score: Raw -42434.802669 + Penalty 1912.079776 = -40522.722892
  nChanged 0
		SP:Iteration 12F (185250.470000 sec): 3 clusters
  Score: Raw -42434.802669 + Penalty 1912.079776 = -40522.722892
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 68 (1774 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (185250.530000 sec): 2 clusters
  Score: Raw -203095.390849 + Penalty 1215.661226 = -201879.729622
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (185250.570000 sec): 3 clusters
  Score: Raw -202350.637453 + Penalty 2431.322453 = -199919.315000
  nChanged 628
		SP:Iteration 1F (185250.600000 sec): 3 clusters
  Score: Raw -202811.152478 + Penalty 2431.322453 = -200379.830025
  nChanged 159
		SP:Iteration 2F (185250.640000 sec): 3 clusters
  Score: Raw -202949.789697 + Penalty 2431.322453 = -200518.467244
  nChanged 90
		SP:Iteration 3F (185250.670000 sec): 3 clusters
  Score: Raw -203026.784854 + Penalty 2431.322453 = -200595.462401
  nChanged 73
		SP:Iteration 4Q (185250.710000 sec): 3 clusters
  Score: Raw -203097.453258 + Penalty 2431.322453 = -200666.130805
  nChanged 71
		SP:Iteration 5Q (185250.740000 sec): 3 clusters
  Score: Raw -203171.851741 + Penalty 2431.322453 = -200740.529288
  nChanged 64
		SP:Iteration 6Q (185250.770000 sec): 3 clusters
  Score: Raw -203245.999216 + Penalty 2431.322453 = -200814.676763
  nChanged 63
		SP:Iteration 7Q (185250.810000 sec): 3 clusters
  Score: Raw -203320.108197 + Penalty 2431.322453 = -200888.785744
  nChanged 47
		SP:Iteration 8Q (185250.850000 sec): 3 clusters
  Score: Raw -203382.333278 + Penalty 2431.322453 = -200951.010825
  nChanged 55
		SP:Iteration 9Q (185250.880000 sec): 3 clusters
  Score: Raw -203439.793238 + Penalty 2431.322453 = -201008.470785
  nChanged 43
		SP:Iteration 10Q (185250.910000 sec): 3 clusters
  Score: Raw -203478.345463 + Penalty 2431.322453 = -201047.023010
  nChanged 28
		SP:Iteration 11Q (185250.950000 sec): 3 clusters
  Score: Raw -203502.437195 + Penalty 2431.322453 = -201071.114743
  nChanged 18
		SP:Iteration 12Q (185250.980000 sec): 3 clusters
  Score: Raw -203515.476051 + Penalty 2431.322453 = -201084.153598
  nChanged 13
		SP:Iteration 13Q (185251.010000 sec): 3 clusters
  Score: Raw -203523.119312 + Penalty 2431.322453 = -201091.796859
  nChanged 8
		SP:Iteration 14Q (185251.050000 sec): 3 clusters
  Score: Raw -203529.720963 + Penalty 2431.322453 = -201098.398510
  nChanged 11
		SP:Iteration 15Q (185251.080000 sec): 3 clusters
  Score: Raw -203538.478136 + Penalty 2431.322453 = -201107.155683
  nChanged 12
		SP:Iteration 16Q (185251.110000 sec): 3 clusters
  Score: Raw -203548.838969 + Penalty 2431.322453 = -201117.516516
  nChanged 12
		SP:Iteration 17Q (185251.150000 sec): 3 clusters
  Score: Raw -203559.508919 + Penalty 2431.322453 = -201128.186466
  nChanged 13
		SP:Iteration 18Q (185251.180000 sec): 3 clusters
  Score: Raw -203568.759205 + Penalty 2431.322453 = -201137.436752
  nChanged 12
		SP:Iteration 19Q (185251.210000 sec): 3 clusters
  Score: Raw -203576.409110 + Penalty 2431.322453 = -201145.086657
  nChanged 10
		SP:Iteration 20F (185251.250000 sec): 3 clusters
  Score: Raw -203581.523598 + Penalty 2431.322453 = -201150.201145
  nChanged 3
		SP:Iteration 21Q (185251.280000 sec): 3 clusters
  Score: Raw -203584.063676 + Penalty 2431.322453 = -201152.741223
  nChanged 2
		SP:Iteration 22Q (185251.320000 sec): 3 clusters
  Score: Raw -203585.048210 + Penalty 2431.322453 = -201153.725757
  nChanged 2
		SP:Iteration 23Q (185251.350000 sec): 3 clusters
  Score: Raw -203585.956616 + Penalty 2431.322453 = -201154.634163
  nChanged 1
		SP:Iteration 24Q (185251.390000 sec): 3 clusters
  Score: Raw -203587.127634 + Penalty 2431.322453 = -201155.805181
  nChanged 2
		SP:Iteration 25Q (185251.420000 sec): 3 clusters
  Score: Raw -203587.876866 + Penalty 2431.322453 = -201156.554414
  nChanged 2
		SP:Iteration 26Q (185251.450000 sec): 3 clusters
  Score: Raw -203588.362176 + Penalty 2431.322453 = -201157.039723
  nChanged 1
		SP:Iteration 27Q (185251.490000 sec): 3 clusters
  Score: Raw -203589.122192 + Penalty 2431.322453 = -201157.799739
  nChanged 1
		SP:Iteration 28Q (185251.520000 sec): 3 clusters
  Score: Raw -203589.379022 + Penalty 2431.322453 = -201158.056569
  nChanged 0
		SP:Iteration 29F (185251.550000 sec): 3 clusters
  Score: Raw -203589.379022 + Penalty 2431.322453 = -201158.056569
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 69 (13111 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (185251.710000 sec): 2 clusters
  Score: Raw -1530549.186438 + Penalty 1540.696113 = -1529008.490324
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (185251.900000 sec): 3 clusters
  Score: Raw -1522950.739362 + Penalty 3081.392227 = -1519869.347135
  nChanged 5773
		SP:Iteration 1F (185252.070000 sec): 3 clusters
  Score: Raw -1526147.878653 + Penalty 3081.392227 = -1523066.486426
  nChanged 833
		SP:Iteration 2F (185252.270000 sec): 3 clusters
  Score: Raw -1526573.971721 + Penalty 3081.392227 = -1523492.579494
  nChanged 828
		SP:Iteration 3F (185252.450000 sec): 3 clusters
  Score: Raw -1527038.689931 + Penalty 3081.392227 = -1523957.297705
  nChanged 845
		SP:Iteration 4F (185252.630000 sec): 3 clusters
  Score: Raw -1527527.195108 + Penalty 3081.392227 = -1524445.802881
  nChanged 778
		SP:Iteration 5F (185252.830000 sec): 3 clusters
  Score: Raw -1527956.689691 + Penalty 3081.392227 = -1524875.297465
  nChanged 673
		SP:Iteration 6F (185253.000000 sec): 3 clusters
  Score: Raw -1528287.715758 + Penalty 3081.392227 = -1525206.323531
  nChanged 559
		SP:Iteration 7Q (185253.180000 sec): 3 clusters
  Score: Raw -1528550.108302 + Penalty 3081.392227 = -1525468.716075
  nChanged 467
		SP:Iteration 8Q (185253.360000 sec): 3 clusters
  Score: Raw -1528742.973513 + Penalty 3081.392227 = -1525661.581287
  nChanged 385
		SP:Iteration 9Q (185253.570000 sec): 3 clusters
  Score: Raw -1528895.413705 + Penalty 3081.392227 = -1525814.021478
  nChanged 321
		SP:Iteration 10Q (185253.770000 sec): 3 clusters
  Score: Raw -1529006.979966 + Penalty 3081.392227 = -1525925.587740
  nChanged 277
		SP:Iteration 11Q (185253.960000 sec): 3 clusters
  Score: Raw -1529095.152096 + Penalty 3081.392227 = -1526013.759869
  nChanged 227
		SP:Iteration 12Q (185254.140000 sec): 3 clusters
  Score: Raw -1529156.425400 + Penalty 3081.392227 = -1526075.033173
  nChanged 189
		SP:Iteration 13Q (185254.340000 sec): 3 clusters
  Score: Raw -1529211.674068 + Penalty 3081.392227 = -1526130.281841
  nChanged 185
		SP:Iteration 14Q (185254.510000 sec): 3 clusters
  Score: Raw -1529284.235518 + Penalty 3081.392227 = -1526202.843291
  nChanged 214
		SP:Iteration 15Q (185254.690000 sec): 3 clusters
  Score: Raw -1529397.703988 + Penalty 3081.392227 = -1526316.311761
  nChanged 280
		SP:Iteration 16Q (185254.870000 sec): 3 clusters
  Score: Raw -1529579.156747 + Penalty 3081.392227 = -1526497.764520
  nChanged 349
		SP:Iteration 17Q (185255.070000 sec): 3 clusters
  Score: Raw -1529868.545622 + Penalty 3081.392227 = -1526787.153395
  nChanged 402
		SP:Iteration 18Q (185255.250000 sec): 3 clusters
  Score: Raw -1530175.020113 + Penalty 3081.392227 = -1527093.627886
  nChanged 382
		SP:Iteration 19Q (185255.420000 sec): 3 clusters
  Score: Raw -1530384.515776 + Penalty 3081.392227 = -1527303.123550
  nChanged 321
		SP:Iteration 20F (185255.630000 sec): 3 clusters
  Score: Raw -1530529.430332 + Penalty 3081.392227 = -1527448.038105
  nChanged 249
		SP:Iteration 21Q (185255.840000 sec): 3 clusters
  Score: Raw -1530617.645169 + Penalty 3081.392227 = -1527536.252942
  nChanged 170
		SP:Iteration 22Q (185256.030000 sec): 3 clusters
  Score: Raw -1530661.569375 + Penalty 3081.392227 = -1527580.177148
  nChanged 126
		SP:Iteration 23Q (185256.200000 sec): 3 clusters
  Score: Raw -1530693.406780 + Penalty 3081.392227 = -1527612.014553
  nChanged 103
		SP:Iteration 24Q (185256.380000 sec): 3 clusters
  Score: Raw -1530713.603480 + Penalty 3081.392227 = -1527632.211254
  nChanged 74
		SP:Iteration 25Q (185256.580000 sec): 3 clusters
  Score: Raw -1530729.126449 + Penalty 3081.392227 = -1527647.734222
  nChanged 70
		SP:Iteration 26Q (185256.760000 sec): 3 clusters
  Score: Raw -1530742.456677 + Penalty 3081.392227 = -1527661.064450
  nChanged 52
		SP:Iteration 27Q (185256.920000 sec): 3 clusters
  Score: Raw -1530749.378274 + Penalty 3081.392227 = -1527667.986047
  nChanged 31
		SP:Iteration 28Q (185257.130000 sec): 3 clusters
  Score: Raw -1530753.392766 + Penalty 3081.392227 = -1527672.000539
  nChanged 16
		SP:Iteration 29Q (185257.300000 sec): 3 clusters
  Score: Raw -1530755.060263 + Penalty 3081.392227 = -1527673.668036
  nChanged 11
		SP:Iteration 30Q (185257.470000 sec): 3 clusters
  Score: Raw -1530756.090218 + Penalty 3081.392227 = -1527674.697991
  nChanged 6
		SP:Iteration 31Q (185257.670000 sec): 3 clusters
  Score: Raw -1530756.517547 + Penalty 3081.392227 = -1527675.125321
  nChanged 5
		SP:Iteration 32Q (185257.850000 sec): 3 clusters
  Score: Raw -1530756.936364 + Penalty 3081.392227 = -1527675.544137
  nChanged 3
		SP:Iteration 33Q (185258.020000 sec): 3 clusters
  Score: Raw -1530757.172414 + Penalty 3081.392227 = -1527675.780187
  nChanged 3
		SP:Iteration 34Q (185258.220000 sec): 3 clusters
  Score: Raw -1530757.424545 + Penalty 3081.392227 = -1527676.032319
  nChanged 2
		SP:Iteration 35Q (185258.430000 sec): 3 clusters
  Score: Raw -1530757.651944 + Penalty 3081.392227 = -1527676.259718
  nChanged 2
		SP:Iteration 36Q (185258.620000 sec): 3 clusters
  Score: Raw -1530757.857924 + Penalty 3081.392227 = -1527676.465698
  nChanged 2
		SP:Iteration 37Q (185258.800000 sec): 3 clusters
  Score: Raw -1530758.057651 + Penalty 3081.392227 = -1527676.665424
  nChanged 2
		SP:Iteration 38Q (185258.970000 sec): 3 clusters
  Score: Raw -1530758.233432 + Penalty 3081.392227 = -1527676.841205
  nChanged 0
		SP:Iteration 39F (185259.180000 sec): 3 clusters
  Score: Raw -1530758.233432 + Penalty 3081.392227 = -1527676.841205
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 70 (1432 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (185259.240000 sec): 2 clusters
  Score: Raw -147386.961123 + Penalty 1180.859444 = -146206.101679
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (185259.270000 sec): 3 clusters
  Score: Raw -146851.403060 + Penalty 2361.718888 = -144489.684172
  nChanged 480
		SP:Iteration 1F (185259.290000 sec): 3 clusters
  Score: Raw -147344.883858 + Penalty 2361.718888 = -144983.164970
  nChanged 158
		SP:Iteration 2F (185259.320000 sec): 3 clusters
  Score: Raw -147660.001184 + Penalty 2361.718888 = -145298.282296
  nChanged 122
		SP:Iteration 3F (185259.350000 sec): 3 clusters
  Score: Raw -147914.537331 + Penalty 2361.718888 = -145552.818443
  nChanged 82
		SP:Iteration 4F (185259.380000 sec): 3 clusters
  Score: Raw -148067.840527 + Penalty 2361.718888 = -145706.121639
  nChanged 71
		SP:Iteration 5Q (185259.410000 sec): 3 clusters
  Score: Raw -148161.011300 + Penalty 2361.718888 = -145799.292412
  nChanged 48
		SP:Iteration 6Q (185259.430000 sec): 3 clusters
  Score: Raw -148248.585712 + Penalty 2361.718888 = -145886.866824
  nChanged 49
		SP:Iteration 7Q (185259.460000 sec): 3 clusters
  Score: Raw -148330.317256 + Penalty 2361.718888 = -145968.598368
  nChanged 37
		SP:Iteration 8Q (185259.480000 sec): 3 clusters
  Score: Raw -148377.902551 + Penalty 2361.718888 = -146016.183663
  nChanged 31
		SP:Iteration 9Q (185259.510000 sec): 3 clusters
  Score: Raw -148415.631934 + Penalty 2361.718888 = -146053.913046
  nChanged 23
		SP:Iteration 10Q (185259.540000 sec): 3 clusters
  Score: Raw -148462.851544 + Penalty 2361.718888 = -146101.132656
  nChanged 22
		SP:Iteration 11Q (185259.560000 sec): 3 clusters
  Score: Raw -148488.771322 + Penalty 2361.718888 = -146127.052434
  nChanged 16
		SP:Iteration 12Q (185259.590000 sec): 3 clusters
  Score: Raw -148509.370346 + Penalty 2361.718888 = -146147.651458
  nChanged 9
		SP:Iteration 13Q (185259.610000 sec): 3 clusters
  Score: Raw -148523.889431 + Penalty 2361.718888 = -146162.170543
  nChanged 15
		SP:Iteration 14Q (185259.640000 sec): 3 clusters
  Score: Raw -148547.116639 + Penalty 2361.718888 = -146185.397752
  nChanged 12
		SP:Iteration 15Q (185259.660000 sec): 3 clusters
  Score: Raw -148566.428256 + Penalty 2361.718888 = -146204.709368
  nChanged 12
		SP:Iteration 16Q (185259.690000 sec): 3 clusters
  Score: Raw -148578.708318 + Penalty 2361.718888 = -146216.989430
  nChanged 10
		SP:Iteration 17Q (185259.720000 sec): 3 clusters
  Score: Raw -148589.458012 + Penalty 2361.718888 = -146227.739124
  nChanged 6
		SP:Iteration 18Q (185259.740000 sec): 3 clusters
  Score: Raw -148594.546613 + Penalty 2361.718888 = -146232.827726
  nChanged 4
		SP:Iteration 19Q (185259.770000 sec): 3 clusters
  Score: Raw -148597.228304 + Penalty 2361.718888 = -146235.509416
  nChanged 2
		SP:Iteration 20F (185259.800000 sec): 3 clusters
  Score: Raw -148598.452358 + Penalty 2361.718888 = -146236.733471
  nChanged 2
		SP:Iteration 21Q (185259.830000 sec): 3 clusters
  Score: Raw -148599.376555 + Penalty 2361.718888 = -146237.657667
  nChanged 2
		SP:Iteration 22Q (185259.850000 sec): 3 clusters
  Score: Raw -148600.125800 + Penalty 2361.718888 = -146238.406912
  nChanged 0
		SP:Iteration 23F (185259.880000 sec): 3 clusters
  Score: Raw -148600.125800 + Penalty 2361.718888 = -146238.406912
  nChanged 0
  Score: Raw -119145322.933471 + Penalty 265543.287490 = -118879779.645981

Splitting cluster 70 changes total score from -118880805.349980 to -118879779.645981

 So it's not getting split.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 71 (3147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (185618.780000 sec): 2 clusters
  Score: Raw -353732.014105 + Penalty 1308.808296 = -352423.205809
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (185618.860000 sec): 3 clusters
  Score: Raw -352233.034887 + Penalty 2617.616592 = -349615.418296
  nChanged 1175
		SP:Iteration 1F (185618.910000 sec): 3 clusters
  Score: Raw -353170.438853 + Penalty 2617.616592 = -350552.822261
  nChanged 359
		SP:Iteration 2F (185618.970000 sec): 3 clusters
  Score: Raw -353587.636857 + Penalty 2617.616592 = -350970.020266
  nChanged 263
		SP:Iteration 3F (185619.030000 sec): 3 clusters
  Score: Raw -353937.108439 + Penalty 2617.616592 = -351319.491848
  nChanged 210
		SP:Iteration 4F (185619.090000 sec): 3 clusters
  Score: Raw -354194.523619 + Penalty 2617.616592 = -351576.907028
  nChanged 161
		SP:Iteration 5F (185619.140000 sec): 3 clusters
  Score: Raw -354352.773008 + Penalty 2617.616592 = -351735.156416
  nChanged 128
		SP:Iteration 6Q (185619.200000 sec): 3 clusters
  Score: Raw -354439.174268 + Penalty 2617.616592 = -351821.557677
  nChanged 73
		SP:Iteration 7Q (185619.260000 sec): 3 clusters
  Score: Raw -354480.711842 + Penalty 2617.616592 = -351863.095251
  nChanged 65
		SP:Iteration 8Q (185619.310000 sec): 3 clusters
  Score: Raw -354514.512436 + Penalty 2617.616592 = -351896.895845
  nChanged 41
		SP:Iteration 9Q (185619.370000 sec): 3 clusters
  Score: Raw -354531.979095 + Penalty 2617.616592 = -351914.362503
  nChanged 34
		SP:Iteration 10Q (185619.430000 sec): 3 clusters
  Score: Raw -354548.690121 + Penalty 2617.616592 = -351931.073529
  nChanged 30
		SP:Iteration 11Q (185619.480000 sec): 3 clusters
  Score: Raw -354558.477106 + Penalty 2617.616592 = -351940.860514
  nChanged 14
		SP:Iteration 12Q (185619.540000 sec): 3 clusters
  Score: Raw -354562.621227 + Penalty 2617.616592 = -351945.004635
  nChanged 12
		SP:Iteration 13Q (185619.600000 sec): 3 clusters
  Score: Raw -354565.935701 + Penalty 2617.616592 = -351948.319109
  nChanged 14
		SP:Iteration 14Q (185619.650000 sec): 3 clusters
  Score: Raw -354570.259904 + Penalty 2617.616592 = -351952.643313
  nChanged 11
		SP:Iteration 15Q (185619.710000 sec): 3 clusters
  Score: Raw -354574.696881 + Penalty 2617.616592 = -351957.080289
  nChanged 13
		SP:Iteration 16Q (185619.760000 sec): 3 clusters
  Score: Raw -354580.610373 + Penalty 2617.616592 = -351962.993782
  nChanged 14
		SP:Iteration 17Q (185619.820000 sec): 3 clusters
  Score: Raw -354585.036463 + Penalty 2617.616592 = -351967.419872
  nChanged 11
		SP:Iteration 18Q (185619.880000 sec): 3 clusters
  Score: Raw -354587.608471 + Penalty 2617.616592 = -351969.991880
  nChanged 5
		SP:Iteration 19Q (185619.930000 sec): 3 clusters
  Score: Raw -354588.563401 + Penalty 2617.616592 = -351970.946810
  nChanged 4
		SP:Iteration 20F (185619.990000 sec): 3 clusters
  Score: Raw -354589.607608 + Penalty 2617.616592 = -351971.991016
  nChanged 4
		SP:Iteration 21Q (185620.040000 sec): 3 clusters
  Score: Raw -354590.023984 + Penalty 2617.616592 = -351972.407393
  nChanged 0
		SP:Iteration 22F (185620.100000 sec): 3 clusters
  Score: Raw -354590.023984 + Penalty 2617.616592 = -351972.407393
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 72 (5574 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (185620.180000 sec): 2 clusters
  Score: Raw -655599.291335 + Penalty 1401.703584 = -654197.587751
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (185620.300000 sec): 3 clusters
  Score: Raw -652659.960391 + Penalty 2803.407168 = -649856.553223
  nChanged 2342
		SP:Iteration 1F (185620.400000 sec): 3 clusters
  Score: Raw -654124.318161 + Penalty 2803.407168 = -651320.910993
  nChanged 506
		SP:Iteration 2F (185620.500000 sec): 3 clusters
  Score: Raw -654574.842529 + Penalty 2803.407168 = -651771.435361
  nChanged 453
		SP:Iteration 3F (185620.590000 sec): 3 clusters
  Score: Raw -655006.176841 + Penalty 2803.407168 = -652202.769674
  nChanged 465
		SP:Iteration 4F (185620.690000 sec): 3 clusters
  Score: Raw -655391.787069 + Penalty 2803.407168 = -652588.379901
  nChanged 392
		SP:Iteration 5F (185620.780000 sec): 3 clusters
  Score: Raw -655685.583902 + Penalty 2803.407168 = -652882.176734
  nChanged 307
		SP:Iteration 6F (185620.880000 sec): 3 clusters
  Score: Raw -655917.819128 + Penalty 2803.407168 = -653114.411960
  nChanged 208
		SP:Iteration 7Q (185620.970000 sec): 3 clusters
  Score: Raw -656055.725519 + Penalty 2803.407168 = -653252.318351
  nChanged 157
		SP:Iteration 8Q (185621.070000 sec): 3 clusters
  Score: Raw -656145.020734 + Penalty 2803.407168 = -653341.613566
  nChanged 129
		SP:Iteration 9Q (185621.160000 sec): 3 clusters
  Score: Raw -656222.003321 + Penalty 2803.407168 = -653418.596154
  nChanged 103
		SP:Iteration 10Q (185621.260000 sec): 3 clusters
  Score: Raw -656290.967714 + Penalty 2803.407168 = -653487.560546
  nChanged 95
		SP:Iteration 11Q (185621.360000 sec): 3 clusters
  Score: Raw -656353.961815 + Penalty 2803.407168 = -653550.554647
  nChanged 78
		SP:Iteration 12Q (185621.450000 sec): 3 clusters
  Score: Raw -656399.963813 + Penalty 2803.407168 = -653596.556645
  nChanged 55
		SP:Iteration 13Q (185621.540000 sec): 3 clusters
  Score: Raw -656436.459549 + Penalty 2803.407168 = -653633.052381
  nChanged 49
		SP:Iteration 14Q (185621.640000 sec): 3 clusters
  Score: Raw -656462.901093 + Penalty 2803.407168 = -653659.493926
  nChanged 38
		SP:Iteration 15Q (185621.740000 sec): 3 clusters
  Score: Raw -656487.721673 + Penalty 2803.407168 = -653684.314505
  nChanged 33
		SP:Iteration 16Q (185621.830000 sec): 3 clusters
  Score: Raw -656502.084853 + Penalty 2803.407168 = -653698.677686
  nChanged 29
		SP:Iteration 17Q (185621.920000 sec): 3 clusters
  Score: Raw -656513.981405 + Penalty 2803.407168 = -653710.574237
  nChanged 22
		SP:Iteration 18Q (185622.020000 sec): 3 clusters
  Score: Raw -656520.527503 + Penalty 2803.407168 = -653717.120335
  nChanged 19
		SP:Iteration 19Q (185622.120000 sec): 3 clusters
  Score: Raw -656528.477898 + Penalty 2803.407168 = -653725.070731
  nChanged 23
		SP:Iteration 20F (185622.210000 sec): 3 clusters
  Score: Raw -656535.319848 + Penalty 2803.407168 = -653731.912681
  nChanged 19
		SP:Iteration 21Q (185622.300000 sec): 3 clusters
  Score: Raw -656540.981922 + Penalty 2803.407168 = -653737.574755
  nChanged 17
		SP:Iteration 22Q (185622.400000 sec): 3 clusters
  Score: Raw -656545.884112 + Penalty 2803.407168 = -653742.476944
  nChanged 6
		SP:Iteration 23Q (185622.490000 sec): 3 clusters
  Score: Raw -656547.646543 + Penalty 2803.407168 = -653744.239375
  nChanged 6
		SP:Iteration 24Q (185622.590000 sec): 3 clusters
  Score: Raw -656549.045429 + Penalty 2803.407168 = -653745.638262
  nChanged 6
		SP:Iteration 25Q (185622.680000 sec): 3 clusters
  Score: Raw -656551.221721 + Penalty 2803.407168 = -653747.814553
  nChanged 5
		SP:Iteration 26Q (185622.770000 sec): 3 clusters
  Score: Raw -656553.717884 + Penalty 2803.407168 = -653750.310716
  nChanged 10
		SP:Iteration 27Q (185622.860000 sec): 3 clusters
  Score: Raw -656556.202347 + Penalty 2803.407168 = -653752.795179
  nChanged 5
		SP:Iteration 28Q (185622.960000 sec): 3 clusters
  Score: Raw -656557.545904 + Penalty 2803.407168 = -653754.138736
  nChanged 5
		SP:Iteration 29Q (185623.050000 sec): 3 clusters
  Score: Raw -656558.910330 + Penalty 2803.407168 = -653755.503162
  nChanged 3
		SP:Iteration 30Q (185623.150000 sec): 3 clusters
  Score: Raw -656559.651238 + Penalty 2803.407168 = -653756.244071
  nChanged 4
		SP:Iteration 31Q (185623.240000 sec): 3 clusters
  Score: Raw -656560.669000 + Penalty 2803.407168 = -653757.261833
  nChanged 5
		SP:Iteration 32Q (185623.330000 sec): 3 clusters
  Score: Raw -656561.444076 + Penalty 2803.407168 = -653758.036908
  nChanged 3
		SP:Iteration 33Q (185623.420000 sec): 3 clusters
  Score: Raw -656562.191846 + Penalty 2803.407168 = -653758.784678
  nChanged 2
		SP:Iteration 34Q (185623.520000 sec): 3 clusters
  Score: Raw -656562.444138 + Penalty 2803.407168 = -653759.036970
  nChanged 2
		SP:Iteration 35Q (185623.610000 sec): 3 clusters
  Score: Raw -656562.725323 + Penalty 2803.407168 = -653759.318156
  nChanged 2
		SP:Iteration 36Q (185623.710000 sec): 3 clusters
  Score: Raw -656563.370979 + Penalty 2803.407168 = -653759.963811
  nChanged 0
		SP:Iteration 37F (185623.800000 sec): 3 clusters
  Score: Raw -656563.370979 + Penalty 2803.407168 = -653759.963811
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 73 (2901 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (185623.870000 sec): 2 clusters
  Score: Raw -327420.346306 + Penalty 1295.581752 = -326124.764553
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (185623.930000 sec): 3 clusters
  Score: Raw -326052.905434 + Penalty 2591.163505 = -323461.741929
  nChanged 1119
		SP:Iteration 1F (185623.980000 sec): 3 clusters
  Score: Raw -326813.706732 + Penalty 2591.163505 = -324222.543227
  nChanged 268
		SP:Iteration 2F (185624.040000 sec): 3 clusters
  Score: Raw -327032.194631 + Penalty 2591.163505 = -324441.031126
  nChanged 194
		SP:Iteration 3F (185624.090000 sec): 3 clusters
  Score: Raw -327196.579741 + Penalty 2591.163505 = -324605.416236
  nChanged 154
		SP:Iteration 4F (185624.140000 sec): 3 clusters
  Score: Raw -327334.391991 + Penalty 2591.163505 = -324743.228486
  nChanged 122
		SP:Iteration 5Q (185624.200000 sec): 3 clusters
  Score: Raw -327435.264499 + Penalty 2591.163505 = -324844.100995
  nChanged 104
		SP:Iteration 6Q (185624.250000 sec): 3 clusters
  Score: Raw -327527.846851 + Penalty 2591.163505 = -324936.683347
  nChanged 92
		SP:Iteration 7Q (185624.300000 sec): 3 clusters
  Score: Raw -327606.078827 + Penalty 2591.163505 = -325014.915322
  nChanged 75
		SP:Iteration 8Q (185624.350000 sec): 3 clusters
  Score: Raw -327667.051282 + Penalty 2591.163505 = -325075.887777
  nChanged 71
		SP:Iteration 9Q (185624.400000 sec): 3 clusters
  Score: Raw -327719.035312 + Penalty 2591.163505 = -325127.871807
  nChanged 57
		SP:Iteration 10Q (185624.460000 sec): 3 clusters
  Score: Raw -327760.220257 + Penalty 2591.163505 = -325169.056752
  nChanged 49
		SP:Iteration 11Q (185624.510000 sec): 3 clusters
  Score: Raw -327788.796027 + Penalty 2591.163505 = -325197.632522
  nChanged 44
		SP:Iteration 12Q (185624.560000 sec): 3 clusters
  Score: Raw -327814.661743 + Penalty 2591.163505 = -325223.498238
  nChanged 36
		SP:Iteration 13Q (185624.610000 sec): 3 clusters
  Score: Raw -327832.455414 + Penalty 2591.163505 = -325241.291909
  nChanged 30
		SP:Iteration 14Q (185624.660000 sec): 3 clusters
  Score: Raw -327848.952433 + Penalty 2591.163505 = -325257.788928
  nChanged 18
		SP:Iteration 15Q (185624.720000 sec): 3 clusters
  Score: Raw -327856.737366 + Penalty 2591.163505 = -325265.573861
  nChanged 16
		SP:Iteration 16Q (185624.770000 sec): 3 clusters
  Score: Raw -327864.055561 + Penalty 2591.163505 = -325272.892057
  nChanged 14
		SP:Iteration 17Q (185624.820000 sec): 3 clusters
  Score: Raw -327868.145663 + Penalty 2591.163505 = -325276.982158
  nChanged 6
		SP:Iteration 18Q (185624.870000 sec): 3 clusters
  Score: Raw -327869.855622 + Penalty 2591.163505 = -325278.692117
  nChanged 4
		SP:Iteration 19Q (185624.920000 sec): 3 clusters
  Score: Raw -327871.079922 + Penalty 2591.163505 = -325279.916417
  nChanged 6
		SP:Iteration 20F (185624.980000 sec): 3 clusters
  Score: Raw -327873.083333 + Penalty 2591.163505 = -325281.919828
  nChanged 7
		SP:Iteration 21Q (185625.030000 sec): 3 clusters
  Score: Raw -327875.524365 + Penalty 2591.163505 = -325284.360861
  nChanged 9
		SP:Iteration 22Q (185625.080000 sec): 3 clusters
  Score: Raw -327878.651216 + Penalty 2591.163505 = -325287.487712
  nChanged 5
		SP:Iteration 23Q (185625.130000 sec): 3 clusters
  Score: Raw -327880.368282 + Penalty 2591.163505 = -325289.204777
  nChanged 2
		SP:Iteration 24Q (185625.180000 sec): 3 clusters
  Score: Raw -327880.966160 + Penalty 2591.163505 = -325289.802655
  nChanged 3
		SP:Iteration 25Q (185625.230000 sec): 3 clusters
  Score: Raw -327881.541011 + Penalty 2591.163505 = -325290.377506
  nChanged 2
		SP:Iteration 26Q (185625.280000 sec): 3 clusters
  Score: Raw -327882.136750 + Penalty 2591.163505 = -325290.973245
  nChanged 1
		SP:Iteration 27Q (185625.340000 sec): 3 clusters
  Score: Raw -327883.104915 + Penalty 2591.163505 = -325291.941411
  nChanged 2
		SP:Iteration 28Q (185625.390000 sec): 3 clusters
  Score: Raw -327883.931244 + Penalty 2591.163505 = -325292.767740
  nChanged 2
		SP:Iteration 29Q (185625.440000 sec): 3 clusters
  Score: Raw -327885.069209 + Penalty 2591.163505 = -325293.905704
  nChanged 4
		SP:Iteration 30Q (185625.490000 sec): 3 clusters
  Score: Raw -327887.011987 + Penalty 2591.163505 = -325295.848482
  nChanged 4
		SP:Iteration 31Q (185625.540000 sec): 3 clusters
  Score: Raw -327888.509687 + Penalty 2591.163505 = -325297.346183
  nChanged 2
		SP:Iteration 32Q (185625.600000 sec): 3 clusters
  Score: Raw -327889.322284 + Penalty 2591.163505 = -325298.158779
  nChanged 1
		SP:Iteration 33Q (185625.640000 sec): 3 clusters
  Score: Raw -327889.918581 + Penalty 2591.163505 = -325298.755076
  nChanged 1
		SP:Iteration 34Q (185625.700000 sec): 3 clusters
  Score: Raw -327890.199718 + Penalty 2591.163505 = -325299.036213
  nChanged 0
		SP:Iteration 35F (185625.750000 sec): 3 clusters
  Score: Raw -327890.199718 + Penalty 2591.163505 = -325299.036213
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 74 (7252 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (185625.850000 sec): 2 clusters
  Score: Raw -822031.277865 + Penalty 1444.467793 = -820586.810072
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (185625.980000 sec): 3 clusters
  Score: Raw -818107.743836 + Penalty 2888.935586 = -815218.808250
  nChanged 3048
		SP:Iteration 1F (185626.100000 sec): 3 clusters
  Score: Raw -819714.539484 + Penalty 2888.935586 = -816825.603899
  nChanged 502
		SP:Iteration 2F (185626.210000 sec): 3 clusters
  Score: Raw -819949.162317 + Penalty 2888.935586 = -817060.226731
  nChanged 403
		SP:Iteration 3F (185626.320000 sec): 3 clusters
  Score: Raw -820152.513933 + Penalty 2888.935586 = -817263.578347
  nChanged 355
		SP:Iteration 4Q (185626.440000 sec): 3 clusters
  Score: Raw -820334.566957 + Penalty 2888.935586 = -817445.631371
  nChanged 325
		SP:Iteration 5Q (185626.560000 sec): 3 clusters
  Score: Raw -820501.356961 + Penalty 2888.935586 = -817612.421376
  nChanged 300
		SP:Iteration 6Q (185626.690000 sec): 3 clusters
  Score: Raw -820665.314540 + Penalty 2888.935586 = -817776.378954
  nChanged 294
		SP:Iteration 7Q (185626.820000 sec): 3 clusters
  Score: Raw -820821.566537 + Penalty 2888.935586 = -817932.630951
  nChanged 289
		SP:Iteration 8Q (185626.940000 sec): 3 clusters
  Score: Raw -820970.506329 + Penalty 2888.935586 = -818081.570743
  nChanged 268
		SP:Iteration 9Q (185627.070000 sec): 3 clusters
  Score: Raw -821106.358886 + Penalty 2888.935586 = -818217.423300
  nChanged 249
		SP:Iteration 10Q (185627.200000 sec): 3 clusters
  Score: Raw -821245.367953 + Penalty 2888.935586 = -818356.432367
  nChanged 220
		SP:Iteration 11Q (185627.320000 sec): 3 clusters
  Score: Raw -821375.464830 + Penalty 2888.935586 = -818486.529244
  nChanged 202
		SP:Iteration 12Q (185627.450000 sec): 3 clusters
  Score: Raw -821490.300957 + Penalty 2888.935586 = -818601.365371
  nChanged 172
		SP:Iteration 13Q (185627.580000 sec): 3 clusters
  Score: Raw -821581.266482 + Penalty 2888.935586 = -818692.330896
  nChanged 141
		SP:Iteration 14Q (185627.700000 sec): 3 clusters
  Score: Raw -821642.862596 + Penalty 2888.935586 = -818753.927011
  nChanged 106
		SP:Iteration 15Q (185627.830000 sec): 3 clusters
  Score: Raw -821687.987487 + Penalty 2888.935586 = -818799.051901
  nChanged 102
		SP:Iteration 16Q (185627.960000 sec): 3 clusters
  Score: Raw -821731.652502 + Penalty 2888.935586 = -818842.716917
  nChanged 103
		SP:Iteration 17Q (185628.090000 sec): 3 clusters
  Score: Raw -821777.125895 + Penalty 2888.935586 = -818888.190309
  nChanged 96
		SP:Iteration 18Q (185628.210000 sec): 3 clusters
  Score: Raw -821825.149137 + Penalty 2888.935586 = -818936.213551
  nChanged 96
		SP:Iteration 19Q (185628.340000 sec): 3 clusters
  Score: Raw -821867.928386 + Penalty 2888.935586 = -818978.992800
  nChanged 85
		SP:Iteration 20F (185628.470000 sec): 3 clusters
  Score: Raw -821908.263873 + Penalty 2888.935586 = -819019.328287
  nChanged 88
		SP:Iteration 21Q (185628.590000 sec): 3 clusters
  Score: Raw -821944.518134 + Penalty 2888.935586 = -819055.582548
  nChanged 57
		SP:Iteration 22Q (185628.710000 sec): 3 clusters
  Score: Raw -821972.980305 + Penalty 2888.935586 = -819084.044719
  nChanged 67
		SP:Iteration 23Q (185628.830000 sec): 3 clusters
  Score: Raw -822005.108411 + Penalty 2888.935586 = -819116.172825
  nChanged 55
		SP:Iteration 24Q (185628.960000 sec): 3 clusters
  Score: Raw -822024.109407 + Penalty 2888.935586 = -819135.173821
  nChanged 42
		SP:Iteration 25Q (185629.080000 sec): 3 clusters
  Score: Raw -822039.201659 + Penalty 2888.935586 = -819150.266073
  nChanged 41
		SP:Iteration 26Q (185629.200000 sec): 3 clusters
  Score: Raw -822054.660906 + Penalty 2888.935586 = -819165.725320
  nChanged 35
		SP:Iteration 27Q (185629.330000 sec): 3 clusters
  Score: Raw -822066.314428 + Penalty 2888.935586 = -819177.378842
  nChanged 30
		SP:Iteration 28Q (185629.450000 sec): 3 clusters
  Score: Raw -822076.547853 + Penalty 2888.935586 = -819187.612268
  nChanged 37
		SP:Iteration 29Q (185629.570000 sec): 3 clusters
  Score: Raw -822089.148169 + Penalty 2888.935586 = -819200.212583
  nChanged 34
		SP:Iteration 30Q (185629.690000 sec): 3 clusters
  Score: Raw -822101.941051 + Penalty 2888.935586 = -819213.005466
  nChanged 42
		SP:Iteration 31Q (185629.820000 sec): 3 clusters
  Score: Raw -822116.225835 + Penalty 2888.935586 = -819227.290249
  nChanged 27
		SP:Iteration 32Q (185629.940000 sec): 3 clusters
  Score: Raw -822124.489406 + Penalty 2888.935586 = -819235.553820
  nChanged 20
		SP:Iteration 33Q (185630.060000 sec): 3 clusters
  Score: Raw -822130.295690 + Penalty 2888.935586 = -819241.360105
  nChanged 19
		SP:Iteration 34Q (185630.180000 sec): 3 clusters
  Score: Raw -822137.012418 + Penalty 2888.935586 = -819248.076832
  nChanged 18
		SP:Iteration 35Q (185630.300000 sec): 3 clusters
  Score: Raw -822142.748957 + Penalty 2888.935586 = -819253.813371
  nChanged 17
		SP:Iteration 36Q (185630.430000 sec): 3 clusters
  Score: Raw -822148.499968 + Penalty 2888.935586 = -819259.564382
  nChanged 18
		SP:Iteration 37Q (185630.550000 sec): 3 clusters
  Score: Raw -822155.437420 + Penalty 2888.935586 = -819266.501834
  nChanged 19
		SP:Iteration 38Q (185630.670000 sec): 3 clusters
  Score: Raw -822162.688005 + Penalty 2888.935586 = -819273.752419
  nChanged 14
		SP:Iteration 39Q (185630.800000 sec): 3 clusters
  Score: Raw -822169.271387 + Penalty 2888.935586 = -819280.335802
  nChanged 13
		SP:Iteration 40F (185630.930000 sec): 3 clusters
  Score: Raw -822173.197109 + Penalty 2888.935586 = -819284.261523
  nChanged 12
		SP:Iteration 41Q (185631.050000 sec): 3 clusters
  Score: Raw -822179.426200 + Penalty 2888.935586 = -819290.490615
  nChanged 13
		SP:Iteration 42Q (185631.180000 sec): 3 clusters
  Score: Raw -822182.708789 + Penalty 2888.935586 = -819293.773203
  nChanged 10
		SP:Iteration 43Q (185631.300000 sec): 3 clusters
  Score: Raw -822184.800810 + Penalty 2888.935586 = -819295.865225
  nChanged 10
		SP:Iteration 44Q (185631.430000 sec): 3 clusters
  Score: Raw -822187.377291 + Penalty 2888.935586 = -819298.441705
  nChanged 10
		SP:Iteration 45Q (185631.550000 sec): 3 clusters
  Score: Raw -822190.658895 + Penalty 2888.935586 = -819301.723309
  nChanged 11
		SP:Iteration 46Q (185631.670000 sec): 3 clusters
  Score: Raw -822194.511144 + Penalty 2888.935586 = -819305.575558
  nChanged 12
		SP:Iteration 47Q (185631.790000 sec): 3 clusters
  Score: Raw -822197.963156 + Penalty 2888.935586 = -819309.027570
  nChanged 10
		SP:Iteration 48Q (185631.920000 sec): 3 clusters
  Score: Raw -822202.806675 + Penalty 2888.935586 = -819313.871089
  nChanged 10
		SP:Iteration 49Q (185632.040000 sec): 3 clusters
  Score: Raw -822208.070901 + Penalty 2888.935586 = -819319.135315
  nChanged 10
		SP:Iteration 50Q (185632.160000 sec): 3 clusters
  Score: Raw -822211.209220 + Penalty 2888.935586 = -819322.273634
  nChanged 8
		SP:Iteration 51Q (185632.290000 sec): 3 clusters
  Score: Raw -822213.193201 + Penalty 2888.935586 = -819324.257615
  nChanged 4
		SP:Iteration 52Q (185632.410000 sec): 3 clusters
  Score: Raw -822214.091288 + Penalty 2888.935586 = -819325.155702
  nChanged 2
		SP:Iteration 53Q (185632.530000 sec): 3 clusters
  Score: Raw -822214.677299 + Penalty 2888.935586 = -819325.741714
  nChanged 3
		SP:Iteration 54Q (185632.660000 sec): 3 clusters
  Score: Raw -822215.295265 + Penalty 2888.935586 = -819326.359679
  nChanged 4
		SP:Iteration 55Q (185632.780000 sec): 3 clusters
  Score: Raw -822216.302340 + Penalty 2888.935586 = -819327.366754
  nChanged 5
		SP:Iteration 56Q (185632.900000 sec): 3 clusters
  Score: Raw -822217.371398 + Penalty 2888.935586 = -819328.435812
  nChanged 3
		SP:Iteration 57Q (185633.030000 sec): 3 clusters
  Score: Raw -822218.006311 + Penalty 2888.935586 = -819329.070725
  nChanged 4
		SP:Iteration 58Q (185633.150000 sec): 3 clusters
  Score: Raw -822218.919525 + Penalty 2888.935586 = -819329.983939
  nChanged 1
		SP:Iteration 59Q (185633.270000 sec): 3 clusters
  Score: Raw -822219.427047 + Penalty 2888.935586 = -819330.491462
  nChanged 5
		SP:Iteration 60F (185633.400000 sec): 3 clusters
  Score: Raw -822221.811767 + Penalty 2888.935586 = -819332.876181
  nChanged 7
		SP:Iteration 61Q (185633.530000 sec): 3 clusters
  Score: Raw -822224.679535 + Penalty 2888.935586 = -819335.743949
  nChanged 4
		SP:Iteration 62Q (185633.650000 sec): 3 clusters
  Score: Raw -822225.851910 + Penalty 2888.935586 = -819336.916324
  nChanged 2
		SP:Iteration 63Q (185633.770000 sec): 3 clusters
  Score: Raw -822226.141078 + Penalty 2888.935586 = -819337.205492
  nChanged 1
		SP:Iteration 64Q (185634.030000 sec): 3 clusters
  Score: Raw -822226.628194 + Penalty 2888.935586 = -819337.692608
  nChanged 4
		SP:Iteration 65Q (185634.270000 sec): 3 clusters
  Score: Raw -822227.346335 + Penalty 2888.935586 = -819338.410749
  nChanged 3
		SP:Iteration 66Q (185634.380000 sec): 3 clusters
  Score: Raw -822228.402188 + Penalty 2888.935586 = -819339.466603
  nChanged 1
		SP:Iteration 67Q (185634.490000 sec): 3 clusters
  Score: Raw -822228.535982 + Penalty 2888.935586 = -819339.600397
  nChanged 1
		SP:Iteration 68Q (185634.620000 sec): 3 clusters
  Score: Raw -822228.782700 + Penalty 2888.935586 = -819339.847114
  nChanged 0
		SP:Iteration 69F (185634.750000 sec): 3 clusters
  Score: Raw -822228.782700 + Penalty 2888.935586 = -819339.847114
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 75 (4177 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (185634.830000 sec): 2 clusters
  Score: Raw -466142.147694 + Penalty 1354.819142 = -464787.328552
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (185634.910000 sec): 3 clusters
  Score: Raw -464108.474175 + Penalty 2709.638283 = -461398.835892
  nChanged 1676
		SP:Iteration 1F (185634.990000 sec): 3 clusters
  Score: Raw -465390.157157 + Penalty 2709.638283 = -462680.518874
  nChanged 422
		SP:Iteration 2F (185635.060000 sec): 3 clusters
  Score: Raw -465972.039188 + Penalty 2709.638283 = -463262.400905
  nChanged 400
		SP:Iteration 3F (185635.140000 sec): 3 clusters
  Score: Raw -466485.401576 + Penalty 2709.638283 = -463775.763292
  nChanged 331
		SP:Iteration 4F (185635.210000 sec): 3 clusters
  Score: Raw -466875.642428 + Penalty 2709.638283 = -464166.004144
  nChanged 265
		SP:Iteration 5F (185635.290000 sec): 3 clusters
  Score: Raw -467245.170180 + Penalty 2709.638283 = -464535.531896
  nChanged 223
		SP:Iteration 6F (185635.370000 sec): 3 clusters
  Score: Raw -467524.321845 + Penalty 2709.638283 = -464814.683561
  nChanged 150
		SP:Iteration 7Q (185635.440000 sec): 3 clusters
  Score: Raw -467664.668805 + Penalty 2709.638283 = -464955.030522
  nChanged 87
		SP:Iteration 8Q (185635.510000 sec): 3 clusters
  Score: Raw -467719.271342 + Penalty 2709.638283 = -465009.633058
  nChanged 47
		SP:Iteration 9Q (185635.580000 sec): 3 clusters
  Score: Raw -467749.775374 + Penalty 2709.638283 = -465040.137090
  nChanged 37
		SP:Iteration 10Q (185635.650000 sec): 3 clusters
  Score: Raw -467784.144391 + Penalty 2709.638283 = -465074.506107
  nChanged 29
		SP:Iteration 11Q (185635.720000 sec): 3 clusters
  Score: Raw -467820.110842 + Penalty 2709.638283 = -465110.472559
  nChanged 48
		SP:Iteration 12Q (185635.790000 sec): 3 clusters
  Score: Raw -467886.879685 + Penalty 2709.638283 = -465177.241402
  nChanged 47
		SP:Iteration 13Q (185635.860000 sec): 3 clusters
  Score: Raw -467947.004773 + Penalty 2709.638283 = -465237.366490
  nChanged 53
		SP:Iteration 14Q (185635.930000 sec): 3 clusters
  Score: Raw -468000.054407 + Penalty 2709.638283 = -465290.416124
  nChanged 35
		SP:Iteration 15Q (185636.010000 sec): 3 clusters
  Score: Raw -468017.687679 + Penalty 2709.638283 = -465308.049396
  nChanged 21
		SP:Iteration 16Q (185636.080000 sec): 3 clusters
  Score: Raw -468023.669382 + Penalty 2709.638283 = -465314.031099
  nChanged 9
		SP:Iteration 17Q (185636.150000 sec): 3 clusters
  Score: Raw -468026.142093 + Penalty 2709.638283 = -465316.503810
  nChanged 7
		SP:Iteration 18Q (185636.220000 sec): 3 clusters
  Score: Raw -468028.510225 + Penalty 2709.638283 = -465318.871942
  nChanged 6
		SP:Iteration 19Q (185636.300000 sec): 3 clusters
  Score: Raw -468029.949876 + Penalty 2709.638283 = -465320.311592
  nChanged 3
		SP:Iteration 20F (185636.370000 sec): 3 clusters
  Score: Raw -468030.428499 + Penalty 2709.638283 = -465320.790216
  nChanged 2
		SP:Iteration 21Q (185636.440000 sec): 3 clusters
  Score: Raw -468031.324830 + Penalty 2709.638283 = -465321.686546
  nChanged 1
		SP:Iteration 22Q (185636.520000 sec): 3 clusters
  Score: Raw -468031.554418 + Penalty 2709.638283 = -465321.916134
  nChanged 1
		SP:Iteration 23Q (185636.590000 sec): 3 clusters
  Score: Raw -468031.643031 + Penalty 2709.638283 = -465322.004748
  nChanged 1
		SP:Iteration 24Q (185636.660000 sec): 3 clusters
  Score: Raw -468031.861690 + Penalty 2709.638283 = -465322.223407
  nChanged 0
		SP:Iteration 25F (185636.730000 sec): 3 clusters
  Score: Raw -468031.861690 + Penalty 2709.638283 = -465322.223407
  nChanged 0
  Score: Raw -119145999.482791 + Penalty 265543.287490 = -118880456.195301

Splitting cluster 75 changes total score from -118880805.349980 to -118880456.195301

 So it's not getting split.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 76 (5307 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (186065.050000 sec): 2 clusters
  Score: Raw -657502.665829 + Penalty 1393.727072 = -656108.938757
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (186065.190000 sec): 3 clusters
  Score: Raw -654715.157130 + Penalty 2787.454144 = -651927.702985
  nChanged 2193
		SP:Iteration 1F (186065.280000 sec): 3 clusters
  Score: Raw -655978.204306 + Penalty 2787.454144 = -653190.750162
  nChanged 433
		SP:Iteration 2F (186065.370000 sec): 3 clusters
  Score: Raw -656295.543835 + Penalty 2787.454144 = -653508.089691
  nChanged 388
		SP:Iteration 3F (186065.460000 sec): 3 clusters
  Score: Raw -656584.689399 + Penalty 2787.454144 = -653797.235255
  nChanged 342
		SP:Iteration 4F (186065.550000 sec): 3 clusters
  Score: Raw -656813.069601 + Penalty 2787.454144 = -654025.615457
  nChanged 277
		SP:Iteration 5F (186065.650000 sec): 3 clusters
  Score: Raw -656988.821526 + Penalty 2787.454144 = -654201.367382
  nChanged 234
		SP:Iteration 6Q (186065.740000 sec): 3 clusters
  Score: Raw -657116.692126 + Penalty 2787.454144 = -654329.237981
  nChanged 176
		SP:Iteration 7Q (186065.830000 sec): 3 clusters
  Score: Raw -657204.546380 + Penalty 2787.454144 = -654417.092235
  nChanged 129
		SP:Iteration 8Q (186065.920000 sec): 3 clusters
  Score: Raw -657258.408539 + Penalty 2787.454144 = -654470.954394
  nChanged 102
		SP:Iteration 9Q (186066.010000 sec): 3 clusters
  Score: Raw -657297.170495 + Penalty 2787.454144 = -654509.716350
  nChanged 87
		SP:Iteration 10Q (186066.110000 sec): 3 clusters
  Score: Raw -657327.232937 + Penalty 2787.454144 = -654539.778793
  nChanged 55
		SP:Iteration 11Q (186066.190000 sec): 3 clusters
  Score: Raw -657343.648644 + Penalty 2787.454144 = -654556.194500
  nChanged 37
		SP:Iteration 12Q (186066.290000 sec): 3 clusters
  Score: Raw -657354.473764 + Penalty 2787.454144 = -654567.019620
  nChanged 23
		SP:Iteration 13Q (186066.380000 sec): 3 clusters
  Score: Raw -657358.550590 + Penalty 2787.454144 = -654571.096445
  nChanged 13
		SP:Iteration 14Q (186066.470000 sec): 3 clusters
  Score: Raw -657360.879989 + Penalty 2787.454144 = -654573.425845
  nChanged 9
		SP:Iteration 15Q (186066.560000 sec): 3 clusters
  Score: Raw -657362.407924 + Penalty 2787.454144 = -654574.953779
  nChanged 4
		SP:Iteration 16Q (186066.650000 sec): 3 clusters
  Score: Raw -657363.465403 + Penalty 2787.454144 = -654576.011259
  nChanged 5
		SP:Iteration 17Q (186066.750000 sec): 3 clusters
  Score: Raw -657364.473801 + Penalty 2787.454144 = -654577.019657
  nChanged 4
		SP:Iteration 18Q (186066.840000 sec): 3 clusters
  Score: Raw -657365.179745 + Penalty 2787.454144 = -654577.725601
  nChanged 3
		SP:Iteration 19Q (186066.930000 sec): 3 clusters
  Score: Raw -657365.485621 + Penalty 2787.454144 = -654578.031477
  nChanged 1
		SP:Iteration 20F (186067.020000 sec): 3 clusters
  Score: Raw -657365.755888 + Penalty 2787.454144 = -654578.301744
  nChanged 1
		SP:Iteration 21Q (186067.110000 sec): 3 clusters
  Score: Raw -657365.840275 + Penalty 2787.454144 = -654578.386130
  nChanged 0
		SP:Iteration 22F (186067.210000 sec): 3 clusters
  Score: Raw -657365.840275 + Penalty 2787.454144 = -654578.386130
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 77 (6698 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (186067.290000 sec): 2 clusters
  Score: Raw -788119.401606 + Penalty 1431.554191 = -786687.847415
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (186067.510000 sec): 3 clusters
  Score: Raw -784554.053247 + Penalty 2863.108382 = -781690.944864
  nChanged 2815
		SP:Iteration 1F (186067.610000 sec): 3 clusters
  Score: Raw -786397.757288 + Penalty 2863.108382 = -783534.648906
  nChanged 604
		SP:Iteration 2F (186067.710000 sec): 3 clusters
  Score: Raw -786908.258731 + Penalty 2863.108382 = -784045.150348
  nChanged 520
		SP:Iteration 3F (186067.810000 sec): 3 clusters
  Score: Raw -787270.353133 + Penalty 2863.108382 = -784407.244751
  nChanged 372
		SP:Iteration 4F (186067.920000 sec): 3 clusters
  Score: Raw -787510.581370 + Penalty 2863.108382 = -784647.472987
  nChanged 317
		SP:Iteration 5Q (186068.030000 sec): 3 clusters
  Score: Raw -787703.500339 + Penalty 2863.108382 = -784840.391956
  nChanged 278
		SP:Iteration 6Q (186068.140000 sec): 3 clusters
  Score: Raw -787856.275807 + Penalty 2863.108382 = -784993.167424
  nChanged 247
		SP:Iteration 7Q (186068.250000 sec): 3 clusters
  Score: Raw -787990.792404 + Penalty 2863.108382 = -785127.684021
  nChanged 227
		SP:Iteration 8Q (186068.350000 sec): 3 clusters
  Score: Raw -788122.026379 + Penalty 2863.108382 = -785258.917996
  nChanged 202
		SP:Iteration 9Q (186068.470000 sec): 3 clusters
  Score: Raw -788229.850494 + Penalty 2863.108382 = -785366.742111
  nChanged 175
		SP:Iteration 10Q (186068.570000 sec): 3 clusters
  Score: Raw -788305.020416 + Penalty 2863.108382 = -785441.912034
  nChanged 140
		SP:Iteration 11Q (186068.680000 sec): 3 clusters
  Score: Raw -788370.624521 + Penalty 2863.108382 = -785507.516139
  nChanged 132
		SP:Iteration 12Q (186068.790000 sec): 3 clusters
  Score: Raw -788429.965157 + Penalty 2863.108382 = -785566.856774
  nChanged 109
		SP:Iteration 13Q (186068.890000 sec): 3 clusters
  Score: Raw -788489.810826 + Penalty 2863.108382 = -785626.702444
  nChanged 101
		SP:Iteration 14Q (186069.000000 sec): 3 clusters
  Score: Raw -788541.268941 + Penalty 2863.108382 = -785678.160559
  nChanged 75
		SP:Iteration 15Q (186069.110000 sec): 3 clusters
  Score: Raw -788575.758549 + Penalty 2863.108382 = -785712.650167
  nChanged 63
		SP:Iteration 16Q (186069.210000 sec): 3 clusters
  Score: Raw -788606.761298 + Penalty 2863.108382 = -785743.652916
  nChanged 64
		SP:Iteration 17Q (186069.320000 sec): 3 clusters
  Score: Raw -788634.867463 + Penalty 2863.108382 = -785771.759081
  nChanged 51
		SP:Iteration 18Q (186069.420000 sec): 3 clusters
  Score: Raw -788656.363095 + Penalty 2863.108382 = -785793.254713
  nChanged 44
		SP:Iteration 19Q (186069.530000 sec): 3 clusters
  Score: Raw -788674.598479 + Penalty 2863.108382 = -785811.490097
  nChanged 41
		SP:Iteration 20F (186069.640000 sec): 3 clusters
  Score: Raw -788689.334046 + Penalty 2863.108382 = -785826.225663
  nChanged 30
		SP:Iteration 21Q (186069.740000 sec): 3 clusters
  Score: Raw -788701.352663 + Penalty 2863.108382 = -785838.244281
  nChanged 25
		SP:Iteration 22Q (186069.840000 sec): 3 clusters
  Score: Raw -788709.574683 + Penalty 2863.108382 = -785846.466301
  nChanged 27
		SP:Iteration 23Q (186069.940000 sec): 3 clusters
  Score: Raw -788720.320200 + Penalty 2863.108382 = -785857.211818
  nChanged 26
		SP:Iteration 24Q (186070.050000 sec): 3 clusters
  Score: Raw -788734.051969 + Penalty 2863.108382 = -785870.943586
  nChanged 36
		SP:Iteration 25Q (186070.160000 sec): 3 clusters
  Score: Raw -788754.769467 + Penalty 2863.108382 = -785891.661084
  nChanged 37
		SP:Iteration 26Q (186070.260000 sec): 3 clusters
  Score: Raw -788773.144403 + Penalty 2863.108382 = -785910.036021
  nChanged 25
		SP:Iteration 27Q (186070.360000 sec): 3 clusters
  Score: Raw -788781.218593 + Penalty 2863.108382 = -785918.110211
  nChanged 20
		SP:Iteration 28Q (186070.470000 sec): 3 clusters
  Score: Raw -788786.964663 + Penalty 2863.108382 = -785923.856281
  nChanged 11
		SP:Iteration 29Q (186070.580000 sec): 3 clusters
  Score: Raw -788790.415246 + Penalty 2863.108382 = -785927.306864
  nChanged 12
		SP:Iteration 30Q (186070.690000 sec): 3 clusters
  Score: Raw -788797.787862 + Penalty 2863.108382 = -785934.679479
  nChanged 16
		SP:Iteration 31Q (186070.800000 sec): 3 clusters
  Score: Raw -788804.433442 + Penalty 2863.108382 = -785941.325060
  nChanged 15
		SP:Iteration 32Q (186070.910000 sec): 3 clusters
  Score: Raw -788811.474388 + Penalty 2863.108382 = -785948.366006
  nChanged 12
		SP:Iteration 33Q (186071.020000 sec): 3 clusters
  Score: Raw -788816.879846 + Penalty 2863.108382 = -785953.771464
  nChanged 20
		SP:Iteration 34Q (186071.130000 sec): 3 clusters
  Score: Raw -788823.783550 + Penalty 2863.108382 = -785960.675167
  nChanged 15
		SP:Iteration 35Q (186071.240000 sec): 3 clusters
  Score: Raw -788827.858761 + Penalty 2863.108382 = -785964.750378
  nChanged 7
		SP:Iteration 36Q (186071.350000 sec): 3 clusters
  Score: Raw -788830.500350 + Penalty 2863.108382 = -785967.391968
  nChanged 9
		SP:Iteration 37Q (186071.460000 sec): 3 clusters
  Score: Raw -788833.783780 + Penalty 2863.108382 = -785970.675398
  nChanged 4
		SP:Iteration 38Q (186071.570000 sec): 3 clusters
  Score: Raw -788836.203277 + Penalty 2863.108382 = -785973.094895
  nChanged 7
		SP:Iteration 39Q (186071.680000 sec): 3 clusters
  Score: Raw -788839.377120 + Penalty 2863.108382 = -785976.268738
  nChanged 10
		SP:Iteration 40F (186071.790000 sec): 3 clusters
  Score: Raw -788842.822651 + Penalty 2863.108382 = -785979.714268
  nChanged 8
		SP:Iteration 41Q (186071.900000 sec): 3 clusters
  Score: Raw -788846.381118 + Penalty 2863.108382 = -785983.272735
  nChanged 10
		SP:Iteration 42Q (186072.010000 sec): 3 clusters
  Score: Raw -788850.642331 + Penalty 2863.108382 = -785987.533948
  nChanged 14
		SP:Iteration 43Q (186072.120000 sec): 3 clusters
  Score: Raw -788858.113664 + Penalty 2863.108382 = -785995.005282
  nChanged 14
		SP:Iteration 44Q (186072.230000 sec): 3 clusters
  Score: Raw -788863.874963 + Penalty 2863.108382 = -786000.766580
  nChanged 18
		SP:Iteration 45Q (186072.340000 sec): 3 clusters
  Score: Raw -788872.579306 + Penalty 2863.108382 = -786009.470924
  nChanged 20
		SP:Iteration 46Q (186072.450000 sec): 3 clusters
  Score: Raw -788880.438798 + Penalty 2863.108382 = -786017.330416
  nChanged 20
		SP:Iteration 47Q (186072.560000 sec): 3 clusters
  Score: Raw -788891.451699 + Penalty 2863.108382 = -786028.343317
  nChanged 33
		SP:Iteration 48Q (186072.670000 sec): 3 clusters
  Score: Raw -788916.055138 + Penalty 2863.108382 = -786052.946756
  nChanged 33
		SP:Iteration 49Q (186072.780000 sec): 3 clusters
  Score: Raw -788939.640725 + Penalty 2863.108382 = -786076.532343
  nChanged 38
		SP:Iteration 50Q (186072.890000 sec): 3 clusters
  Score: Raw -788958.571557 + Penalty 2863.108382 = -786095.463175
  nChanged 27
		SP:Iteration 51Q (186073.000000 sec): 3 clusters
  Score: Raw -788973.443069 + Penalty 2863.108382 = -786110.334686
  nChanged 28
		SP:Iteration 52Q (186073.110000 sec): 3 clusters
  Score: Raw -788987.591937 + Penalty 2863.108382 = -786124.483554
  nChanged 23
		SP:Iteration 53Q (186073.220000 sec): 3 clusters
  Score: Raw -788996.154269 + Penalty 2863.108382 = -786133.045886
  nChanged 18
		SP:Iteration 54Q (186073.330000 sec): 3 clusters
  Score: Raw -789002.006126 + Penalty 2863.108382 = -786138.897744
  nChanged 16
		SP:Iteration 55Q (186073.450000 sec): 3 clusters
  Score: Raw -789006.800624 + Penalty 2863.108382 = -786143.692242
  nChanged 12
		SP:Iteration 56Q (186073.560000 sec): 3 clusters
  Score: Raw -789010.815318 + Penalty 2863.108382 = -786147.706936
  nChanged 14
		SP:Iteration 57Q (186073.670000 sec): 3 clusters
  Score: Raw -789017.047573 + Penalty 2863.108382 = -786153.939191
  nChanged 12
		SP:Iteration 58Q (186073.790000 sec): 3 clusters
  Score: Raw -789023.246686 + Penalty 2863.108382 = -786160.138304
  nChanged 14
		SP:Iteration 59Q (186073.900000 sec): 3 clusters
  Score: Raw -789029.463065 + Penalty 2863.108382 = -786166.354683
  nChanged 13
		SP:Iteration 60F (186074.010000 sec): 3 clusters
  Score: Raw -789035.029808 + Penalty 2863.108382 = -786171.921426
  nChanged 10
		SP:Iteration 61Q (186074.120000 sec): 3 clusters
  Score: Raw -789038.465163 + Penalty 2863.108382 = -786175.356780
  nChanged 9
		SP:Iteration 62Q (186074.220000 sec): 3 clusters
  Score: Raw -789041.226083 + Penalty 2863.108382 = -786178.117700
  nChanged 4
		SP:Iteration 63Q (186074.320000 sec): 3 clusters
  Score: Raw -789041.865335 + Penalty 2863.108382 = -786178.756953
  nChanged 4
		SP:Iteration 64Q (186074.420000 sec): 3 clusters
  Score: Raw -789043.036109 + Penalty 2863.108382 = -786179.927726
  nChanged 7
		SP:Iteration 65Q (186074.530000 sec): 3 clusters
  Score: Raw -789044.706866 + Penalty 2863.108382 = -786181.598484
  nChanged 4
		SP:Iteration 66Q (186074.650000 sec): 3 clusters
  Score: Raw -789045.583370 + Penalty 2863.108382 = -786182.474987
  nChanged 2
		SP:Iteration 67Q (186074.760000 sec): 3 clusters
  Score: Raw -789045.857187 + Penalty 2863.108382 = -786182.748805
  nChanged 1
		SP:Iteration 68Q (186074.870000 sec): 3 clusters
  Score: Raw -789045.912222 + Penalty 2863.108382 = -786182.803839
  nChanged 0
		SP:Iteration 69F (186074.990000 sec): 3 clusters
  Score: Raw -789045.912222 + Penalty 2863.108382 = -786182.803839
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 78 (4905 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (186075.070000 sec): 2 clusters
  Score: Raw -557658.747167 + Penalty 1380.926685 = -556277.820482
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (186075.170000 sec): 3 clusters
  Score: Raw -555200.334135 + Penalty 2761.853371 = -552438.480764
  nChanged 1965
		SP:Iteration 1F (186075.260000 sec): 3 clusters
  Score: Raw -556313.602957 + Penalty 2761.853371 = -553551.749586
  nChanged 394
		SP:Iteration 2F (186075.350000 sec): 3 clusters
  Score: Raw -556565.572617 + Penalty 2761.853371 = -553803.719246
  nChanged 317
		SP:Iteration 3F (186075.450000 sec): 3 clusters
  Score: Raw -556760.070210 + Penalty 2761.853371 = -553998.216839
  nChanged 270
		SP:Iteration 4F (186075.540000 sec): 3 clusters
  Score: Raw -556943.448520 + Penalty 2761.853371 = -554181.595149
  nChanged 268
		SP:Iteration 5F (186075.630000 sec): 3 clusters
  Score: Raw -557142.824281 + Penalty 2761.853371 = -554380.970910
  nChanged 264
		SP:Iteration 6F (186075.730000 sec): 3 clusters
  Score: Raw -557340.088804 + Penalty 2761.853371 = -554578.235433
  nChanged 239
		SP:Iteration 7Q (186075.820000 sec): 3 clusters
  Score: Raw -557509.745543 + Penalty 2761.853371 = -554747.892172
  nChanged 162
		SP:Iteration 8Q (186075.910000 sec): 3 clusters
  Score: Raw -557628.681944 + Penalty 2761.853371 = -554866.828573
  nChanged 150
		SP:Iteration 9Q (186076.000000 sec): 3 clusters
  Score: Raw -557759.486232 + Penalty 2761.853371 = -554997.632861
  nChanged 139
		SP:Iteration 10Q (186076.090000 sec): 3 clusters
  Score: Raw -557874.505475 + Penalty 2761.853371 = -555112.652104
  nChanged 123
		SP:Iteration 11Q (186076.180000 sec): 3 clusters
  Score: Raw -557956.734607 + Penalty 2761.853371 = -555194.881236
  nChanged 88
		SP:Iteration 12Q (186076.270000 sec): 3 clusters
  Score: Raw -558009.637726 + Penalty 2761.853371 = -555247.784355
  nChanged 61
		SP:Iteration 13Q (186076.360000 sec): 3 clusters
  Score: Raw -558043.795792 + Penalty 2761.853371 = -555281.942421
  nChanged 51
		SP:Iteration 14Q (186076.450000 sec): 3 clusters
  Score: Raw -558075.902988 + Penalty 2761.853371 = -555314.049617
  nChanged 49
		SP:Iteration 15Q (186076.540000 sec): 3 clusters
  Score: Raw -558106.070051 + Penalty 2761.853371 = -555344.216680
  nChanged 42
		SP:Iteration 16Q (186076.630000 sec): 3 clusters
  Score: Raw -558129.932070 + Penalty 2761.853371 = -555368.078699
  nChanged 34
		SP:Iteration 17Q (186076.720000 sec): 3 clusters
  Score: Raw -558149.094798 + Penalty 2761.853371 = -555387.241427
  nChanged 34
		SP:Iteration 18Q (186076.810000 sec): 3 clusters
  Score: Raw -558168.611482 + Penalty 2761.853371 = -555406.758111
  nChanged 40
		SP:Iteration 19Q (186076.900000 sec): 3 clusters
  Score: Raw -558194.784300 + Penalty 2761.853371 = -555432.930929
  nChanged 37
		SP:Iteration 20F (186076.990000 sec): 3 clusters
  Score: Raw -558226.035680 + Penalty 2761.853371 = -555464.182309
  nChanged 36
		SP:Iteration 21Q (186077.080000 sec): 3 clusters
  Score: Raw -558252.187730 + Penalty 2761.853371 = -555490.334359
  nChanged 34
		SP:Iteration 22Q (186077.170000 sec): 3 clusters
  Score: Raw -558276.826477 + Penalty 2761.853371 = -555514.973106
  nChanged 32
		SP:Iteration 23Q (186077.250000 sec): 3 clusters
  Score: Raw -558293.692281 + Penalty 2761.853371 = -555531.838910
  nChanged 26
		SP:Iteration 24Q (186077.340000 sec): 3 clusters
  Score: Raw -558308.144647 + Penalty 2761.853371 = -555546.291276
  nChanged 14
		SP:Iteration 25Q (186077.430000 sec): 3 clusters
  Score: Raw -558315.849978 + Penalty 2761.853371 = -555553.996607
  nChanged 11
		SP:Iteration 26Q (186077.520000 sec): 3 clusters
  Score: Raw -558320.115444 + Penalty 2761.853371 = -555558.262073
  nChanged 7
		SP:Iteration 27Q (186077.610000 sec): 3 clusters
  Score: Raw -558323.453580 + Penalty 2761.853371 = -555561.600209
  nChanged 4
		SP:Iteration 28Q (186077.700000 sec): 3 clusters
  Score: Raw -558325.486592 + Penalty 2761.853371 = -555563.633221
  nChanged 8
		SP:Iteration 29Q (186077.790000 sec): 3 clusters
  Score: Raw -558328.666272 + Penalty 2761.853371 = -555566.812901
  nChanged 1
		SP:Iteration 30Q (186077.870000 sec): 3 clusters
  Score: Raw -558328.865264 + Penalty 2761.853371 = -555567.011893
  nChanged 1
		SP:Iteration 31Q (186077.960000 sec): 3 clusters
  Score: Raw -558329.032981 + Penalty 2761.853371 = -555567.179610
  nChanged 2
		SP:Iteration 32Q (186078.050000 sec): 3 clusters
  Score: Raw -558329.365256 + Penalty 2761.853371 = -555567.511885
  nChanged 0
		SP:Iteration 33F (186078.140000 sec): 3 clusters
  Score: Raw -558329.365256 + Penalty 2761.853371 = -555567.511885
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 79 (5102 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (186078.220000 sec): 2 clusters
  Score: Raw -608822.441514 + Penalty 1387.325534 = -607435.115981
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (186078.330000 sec): 3 clusters
  Score: Raw -606152.264798 + Penalty 2774.651067 = -603377.613731
  nChanged 2089
		SP:Iteration 1F (186078.420000 sec): 3 clusters
  Score: Raw -607245.991176 + Penalty 2774.651067 = -604471.340109
  nChanged 335
		SP:Iteration 2F (186078.510000 sec): 3 clusters
  Score: Raw -607414.476455 + Penalty 2774.651067 = -604639.825388
  nChanged 255
		SP:Iteration 3Q (186078.600000 sec): 3 clusters
  Score: Raw -607525.607500 + Penalty 2774.651067 = -604750.956433
  nChanged 184
		SP:Iteration 4Q (186078.690000 sec): 3 clusters
  Score: Raw -607593.349125 + Penalty 2774.651067 = -604818.698058
  nChanged 139
		SP:Iteration 5Q (186078.780000 sec): 3 clusters
  Score: Raw -607638.749869 + Penalty 2774.651067 = -604864.098802
  nChanged 108
		SP:Iteration 6Q (186078.870000 sec): 3 clusters
  Score: Raw -607672.196218 + Penalty 2774.651067 = -604897.545151
  nChanged 117
		SP:Iteration 7Q (186078.960000 sec): 3 clusters
  Score: Raw -607713.193748 + Penalty 2774.651067 = -604938.542681
  nChanged 107
		SP:Iteration 8Q (186079.050000 sec): 3 clusters
  Score: Raw -607742.501493 + Penalty 2774.651067 = -604967.850426
  nChanged 84
		SP:Iteration 9Q (186079.140000 sec): 3 clusters
  Score: Raw -607768.851477 + Penalty 2774.651067 = -604994.200410
  nChanged 106
		SP:Iteration 10Q (186079.230000 sec): 3 clusters
  Score: Raw -607802.819625 + Penalty 2774.651067 = -605028.168558
  nChanged 106
		SP:Iteration 11Q (186079.320000 sec): 3 clusters
  Score: Raw -607834.916727 + Penalty 2774.651067 = -605060.265660
  nChanged 99
		SP:Iteration 12Q (186079.410000 sec): 3 clusters
  Score: Raw -607866.629761 + Penalty 2774.651067 = -605091.978694
  nChanged 112
		SP:Iteration 13Q (186079.500000 sec): 3 clusters
  Score: Raw -607908.611624 + Penalty 2774.651067 = -605133.960557
  nChanged 119
		SP:Iteration 14Q (186079.590000 sec): 3 clusters
  Score: Raw -607957.410269 + Penalty 2774.651067 = -605182.759202
  nChanged 144
		SP:Iteration 15Q (186079.680000 sec): 3 clusters
  Score: Raw -608023.313074 + Penalty 2774.651067 = -605248.662007
  nChanged 151
		SP:Iteration 16Q (186079.770000 sec): 3 clusters
  Score: Raw -608104.079438 + Penalty 2774.651067 = -605329.428371
  nChanged 172
		SP:Iteration 17Q (186079.860000 sec): 3 clusters
  Score: Raw -608196.738061 + Penalty 2774.651067 = -605422.086994
  nChanged 173
		SP:Iteration 18Q (186079.950000 sec): 3 clusters
  Score: Raw -608299.311950 + Penalty 2774.651067 = -605524.660883
  nChanged 170
		SP:Iteration 19Q (186080.040000 sec): 3 clusters
  Score: Raw -608413.052952 + Penalty 2774.651067 = -605638.401885
  nChanged 172
		SP:Iteration 20F (186080.130000 sec): 3 clusters
  Score: Raw -608535.026556 + Penalty 2774.651067 = -605760.375489
  nChanged 143
		SP:Iteration 21Q (186080.220000 sec): 3 clusters
  Score: Raw -608634.873566 + Penalty 2774.651067 = -605860.222499
  nChanged 118
		SP:Iteration 22Q (186080.310000 sec): 3 clusters
  Score: Raw -608725.112256 + Penalty 2774.651067 = -605950.461189
  nChanged 96
		SP:Iteration 23Q (186080.400000 sec): 3 clusters
  Score: Raw -608794.731611 + Penalty 2774.651067 = -606020.080544
  nChanged 54
		SP:Iteration 24Q (186080.490000 sec): 3 clusters
  Score: Raw -608831.026639 + Penalty 2774.651067 = -606056.375572
  nChanged 40
		SP:Iteration 25Q (186080.570000 sec): 3 clusters
  Score: Raw -608859.742666 + Penalty 2774.651067 = -606085.091599
  nChanged 38
		SP:Iteration 26Q (186080.660000 sec): 3 clusters
  Score: Raw -608887.893987 + Penalty 2774.651067 = -606113.242920
  nChanged 29
		SP:Iteration 27Q (186080.750000 sec): 3 clusters
  Score: Raw -608907.910348 + Penalty 2774.651067 = -606133.259281
  nChanged 22
		SP:Iteration 28Q (186080.830000 sec): 3 clusters
  Score: Raw -608925.272123 + Penalty 2774.651067 = -606150.621056
  nChanged 20
		SP:Iteration 29Q (186080.920000 sec): 3 clusters
  Score: Raw -608944.303795 + Penalty 2774.651067 = -606169.652727
  nChanged 20
		SP:Iteration 30Q (186081.010000 sec): 3 clusters
  Score: Raw -608961.001144 + Penalty 2774.651067 = -606186.350077
  nChanged 15
		SP:Iteration 31Q (186081.100000 sec): 3 clusters
  Score: Raw -608970.428482 + Penalty 2774.651067 = -606195.777415
  nChanged 8
		SP:Iteration 32Q (186081.180000 sec): 3 clusters
  Score: Raw -608976.494773 + Penalty 2774.651067 = -606201.843706
  nChanged 6
		SP:Iteration 33Q (186081.270000 sec): 3 clusters
  Score: Raw -608983.008466 + Penalty 2774.651067 = -606208.357399
  nChanged 8
		SP:Iteration 34Q (186081.350000 sec): 3 clusters
  Score: Raw -608988.831588 + Penalty 2774.651067 = -606214.180521
  nChanged 7
		SP:Iteration 35Q (186081.440000 sec): 3 clusters
  Score: Raw -608993.101857 + Penalty 2774.651067 = -606218.450790
  nChanged 3
		SP:Iteration 36Q (186081.530000 sec): 3 clusters
  Score: Raw -608995.051288 + Penalty 2774.651067 = -606220.400221
  nChanged 2
		SP:Iteration 37Q (186081.610000 sec): 3 clusters
  Score: Raw -608997.946255 + Penalty 2774.651067 = -606223.295188
  nChanged 5
		SP:Iteration 38Q (186081.700000 sec): 3 clusters
  Score: Raw -609002.643855 + Penalty 2774.651067 = -606227.992788
  nChanged 4
		SP:Iteration 39Q (186081.780000 sec): 3 clusters
  Score: Raw -609006.593082 + Penalty 2774.651067 = -606231.942015
  nChanged 9
		SP:Iteration 40F (186081.870000 sec): 3 clusters
  Score: Raw -609012.387240 + Penalty 2774.651067 = -606237.736173
  nChanged 5
		SP:Iteration 41Q (186081.960000 sec): 3 clusters
  Score: Raw -609017.171180 + Penalty 2774.651067 = -606242.520112
  nChanged 3
		SP:Iteration 42Q (186082.040000 sec): 3 clusters
  Score: Raw -609019.866000 + Penalty 2774.651067 = -606245.214933
  nChanged 2
		SP:Iteration 43Q (186082.130000 sec): 3 clusters
  Score: Raw -609022.430823 + Penalty 2774.651067 = -606247.779756
  nChanged 4
		SP:Iteration 44Q (186082.210000 sec): 3 clusters
  Score: Raw -609025.949328 + Penalty 2774.651067 = -606251.298261
  nChanged 6
		SP:Iteration 45Q (186082.300000 sec): 3 clusters
  Score: Raw -609030.557562 + Penalty 2774.651067 = -606255.906495
  nChanged 3
		SP:Iteration 46Q (186082.390000 sec): 3 clusters
  Score: Raw -609033.161114 + Penalty 2774.651067 = -606258.510046
  nChanged 1
		SP:Iteration 47Q (186082.470000 sec): 3 clusters
  Score: Raw -609033.919579 + Penalty 2774.651067 = -606259.268512
  nChanged 0
		SP:Iteration 48F (186082.560000 sec): 3 clusters
  Score: Raw -609033.919579 + Penalty 2774.651067 = -606259.268512
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 80 (2146 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (186082.620000 sec): 2 clusters
  Score: Raw -236712.898839 + Penalty 1246.596150 = -235466.302689
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (186082.670000 sec): 3 clusters
  Score: Raw -235775.640765 + Penalty 2493.192300 = -233282.448465
  nChanged 777
		SP:Iteration 1F (186082.710000 sec): 3 clusters
  Score: Raw -236402.062427 + Penalty 2493.192300 = -233908.870127
  nChanged 213
		SP:Iteration 2F (186082.740000 sec): 3 clusters
  Score: Raw -236650.138111 + Penalty 2493.192300 = -234156.945811
  nChanged 151
		SP:Iteration 3F (186082.780000 sec): 3 clusters
  Score: Raw -236808.343690 + Penalty 2493.192300 = -234315.151390
  nChanged 116
		SP:Iteration 4F (186082.820000 sec): 3 clusters
  Score: Raw -236905.798012 + Penalty 2493.192300 = -234412.605712
  nChanged 75
		SP:Iteration 5Q (186082.860000 sec): 3 clusters
  Score: Raw -236955.691368 + Penalty 2493.192300 = -234462.499068
  nChanged 55
		SP:Iteration 6Q (186082.900000 sec): 3 clusters
  Score: Raw -237001.753465 + Penalty 2493.192300 = -234508.561165
  nChanged 51
		SP:Iteration 7Q (186082.940000 sec): 3 clusters
  Score: Raw -237040.604781 + Penalty 2493.192300 = -234547.412481
  nChanged 45
		SP:Iteration 8Q (186082.980000 sec): 3 clusters
  Score: Raw -237073.618261 + Penalty 2493.192300 = -234580.425961
  nChanged 32
		SP:Iteration 9Q (186083.020000 sec): 3 clusters
  Score: Raw -237104.142368 + Penalty 2493.192300 = -234610.950068
  nChanged 42
		SP:Iteration 10Q (186083.050000 sec): 3 clusters
  Score: Raw -237144.010748 + Penalty 2493.192300 = -234650.818448
  nChanged 40
		SP:Iteration 11Q (186083.090000 sec): 3 clusters
  Score: Raw -237177.276888 + Penalty 2493.192300 = -234684.084588
  nChanged 38
		SP:Iteration 12Q (186083.130000 sec): 3 clusters
  Score: Raw -237212.660063 + Penalty 2493.192300 = -234719.467763
  nChanged 31
		SP:Iteration 13Q (186083.170000 sec): 3 clusters
  Score: Raw -237241.061894 + Penalty 2493.192300 = -234747.869594
  nChanged 27
		SP:Iteration 14Q (186083.210000 sec): 3 clusters
  Score: Raw -237261.681705 + Penalty 2493.192300 = -234768.489405
  nChanged 20
		SP:Iteration 15Q (186083.250000 sec): 3 clusters
  Score: Raw -237273.855232 + Penalty 2493.192300 = -234780.662932
  nChanged 18
		SP:Iteration 16Q (186083.290000 sec): 3 clusters
  Score: Raw -237285.499188 + Penalty 2493.192300 = -234792.306888
  nChanged 9
		SP:Iteration 17Q (186083.320000 sec): 3 clusters
  Score: Raw -237288.857934 + Penalty 2493.192300 = -234795.665634
  nChanged 3
		SP:Iteration 18Q (186083.360000 sec): 3 clusters
  Score: Raw -237291.203115 + Penalty 2493.192300 = -234798.010815
  nChanged 1
		SP:Iteration 19Q (186083.400000 sec): 3 clusters
  Score: Raw -237292.396781 + Penalty 2493.192300 = -234799.204481
  nChanged 3
		SP:Iteration 20F (186083.440000 sec): 3 clusters
  Score: Raw -237293.869968 + Penalty 2493.192300 = -234800.677668
  nChanged 6
		SP:Iteration 21Q (186083.480000 sec): 3 clusters
  Score: Raw -237296.684838 + Penalty 2493.192300 = -234803.492538
  nChanged 5
		SP:Iteration 22Q (186083.520000 sec): 3 clusters
  Score: Raw -237298.235029 + Penalty 2493.192300 = -234805.042729
  nChanged 5
		SP:Iteration 23Q (186083.550000 sec): 3 clusters
  Score: Raw -237300.405568 + Penalty 2493.192300 = -234807.213268
  nChanged 4
		SP:Iteration 24Q (186083.590000 sec): 3 clusters
  Score: Raw -237302.235976 + Penalty 2493.192300 = -234809.043676
  nChanged 6
		SP:Iteration 25Q (186083.630000 sec): 3 clusters
  Score: Raw -237304.985204 + Penalty 2493.192300 = -234811.792904
  nChanged 11
		SP:Iteration 26Q (186083.670000 sec): 3 clusters
  Score: Raw -237312.940372 + Penalty 2493.192300 = -234819.748072
  nChanged 11
		SP:Iteration 27Q (186083.710000 sec): 3 clusters
  Score: Raw -237322.175273 + Penalty 2493.192300 = -234828.982973
  nChanged 9
		SP:Iteration 28Q (186083.750000 sec): 3 clusters
  Score: Raw -237329.733420 + Penalty 2493.192300 = -234836.541120
  nChanged 9
		SP:Iteration 29Q (186083.780000 sec): 3 clusters
  Score: Raw -237335.773623 + Penalty 2493.192300 = -234842.581323
  nChanged 9
		SP:Iteration 30Q (186083.820000 sec): 3 clusters
  Score: Raw -237343.202041 + Penalty 2493.192300 = -234850.009741
  nChanged 9
		SP:Iteration 31Q (186083.860000 sec): 3 clusters
  Score: Raw -237348.255323 + Penalty 2493.192300 = -234855.063023
  nChanged 3
		SP:Iteration 32Q (186083.900000 sec): 3 clusters
  Score: Raw -237350.113824 + Penalty 2493.192300 = -234856.921524
  nChanged 2
		SP:Iteration 33Q (186083.930000 sec): 3 clusters
  Score: Raw -237350.986869 + Penalty 2493.192300 = -234857.794569
  nChanged 2
		SP:Iteration 34Q (186083.970000 sec): 3 clusters
  Score: Raw -237351.828156 + Penalty 2493.192300 = -234858.635856
  nChanged 3
		SP:Iteration 35Q (186084.010000 sec): 3 clusters
  Score: Raw -237354.022169 + Penalty 2493.192300 = -234860.829869
  nChanged 5
		SP:Iteration 36Q (186084.050000 sec): 3 clusters
  Score: Raw -237357.597839 + Penalty 2493.192300 = -234864.405539
  nChanged 6
		SP:Iteration 37Q (186084.090000 sec): 3 clusters
  Score: Raw -237362.151385 + Penalty 2493.192300 = -234868.959085
  nChanged 4
		SP:Iteration 38Q (186084.130000 sec): 3 clusters
  Score: Raw -237364.535141 + Penalty 2493.192300 = -234871.342841
  nChanged 5
		SP:Iteration 39Q (186084.170000 sec): 3 clusters
  Score: Raw -237366.822379 + Penalty 2493.192300 = -234873.630079
  nChanged 1
		SP:Iteration 40F (186084.200000 sec): 3 clusters
  Score: Raw -237367.138934 + Penalty 2493.192300 = -234873.946634
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 81 (2115 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (186084.280000 sec): 2 clusters
  Score: Raw -221290.243369 + Penalty 1244.231640 = -220046.011730
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (186084.320000 sec): 3 clusters
  Score: Raw -220435.006561 + Penalty 2488.463280 = -217946.543281
  nChanged 769
		SP:Iteration 1F (186084.360000 sec): 3 clusters
  Score: Raw -221079.486204 + Penalty 2488.463280 = -218591.022925
  nChanged 183
		SP:Iteration 2F (186084.390000 sec): 3 clusters
  Score: Raw -221244.483858 + Penalty 2488.463280 = -218756.020578
  nChanged 112
		SP:Iteration 3F (186084.430000 sec): 3 clusters
  Score: Raw -221356.583694 + Penalty 2488.463280 = -218868.120414
  nChanged 109
		SP:Iteration 4F (186084.470000 sec): 3 clusters
  Score: Raw -221461.613406 + Penalty 2488.463280 = -218973.150126
  nChanged 85
		SP:Iteration 5Q (186084.510000 sec): 3 clusters
  Score: Raw -221530.912757 + Penalty 2488.463280 = -219042.449477
  nChanged 71
		SP:Iteration 6Q (186084.550000 sec): 3 clusters
  Score: Raw -221596.691505 + Penalty 2488.463280 = -219108.228225
  nChanged 63
		SP:Iteration 7Q (186084.590000 sec): 3 clusters
  Score: Raw -221638.482043 + Penalty 2488.463280 = -219150.018764
  nChanged 37
		SP:Iteration 8Q (186084.620000 sec): 3 clusters
  Score: Raw -221660.923873 + Penalty 2488.463280 = -219172.460593
  nChanged 24
		SP:Iteration 9Q (186084.660000 sec): 3 clusters
  Score: Raw -221674.424052 + Penalty 2488.463280 = -219185.960772
  nChanged 27
		SP:Iteration 10Q (186084.700000 sec): 3 clusters
  Score: Raw -221689.550572 + Penalty 2488.463280 = -219201.087292
  nChanged 16
		SP:Iteration 11Q (186084.740000 sec): 3 clusters
  Score: Raw -221701.617650 + Penalty 2488.463280 = -219213.154371
  nChanged 17
		SP:Iteration 12Q (186084.780000 sec): 3 clusters
  Score: Raw -221709.159279 + Penalty 2488.463280 = -219220.695999
  nChanged 15
		SP:Iteration 13Q (186084.820000 sec): 3 clusters
  Score: Raw -221714.546205 + Penalty 2488.463280 = -219226.082925
  nChanged 7
		SP:Iteration 14Q (186084.860000 sec): 3 clusters
  Score: Raw -221717.481326 + Penalty 2488.463280 = -219229.018046
  nChanged 5
		SP:Iteration 15Q (186084.890000 sec): 3 clusters
  Score: Raw -221718.943507 + Penalty 2488.463280 = -219230.480228
  nChanged 2
		SP:Iteration 16Q (186084.930000 sec): 3 clusters
  Score: Raw -221719.240523 + Penalty 2488.463280 = -219230.777244
  nChanged 0
		SP:Iteration 17F (186084.970000 sec): 3 clusters
  Score: Raw -221719.240523 + Penalty 2488.463280 = -219230.777244
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 82 (4123 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (186085.040000 sec): 2 clusters
  Score: Raw -467092.717344 + Penalty 1352.704654 = -465740.012690
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (186085.120000 sec): 3 clusters
  Score: Raw -465006.401135 + Penalty 2705.409308 = -462300.991827
  nChanged 1631
		SP:Iteration 1F (186085.200000 sec): 3 clusters
  Score: Raw -466025.793075 + Penalty 2705.409308 = -463320.383767
  nChanged 344
		SP:Iteration 2F (186085.280000 sec): 3 clusters
  Score: Raw -466305.420179 + Penalty 2705.409308 = -463600.010870
  nChanged 280
		SP:Iteration 3F (186085.350000 sec): 3 clusters
  Score: Raw -466556.614708 + Penalty 2705.409308 = -463851.205399
  nChanged 235
		SP:Iteration 4F (186085.420000 sec): 3 clusters
  Score: Raw -466718.663743 + Penalty 2705.409308 = -464013.254435
  nChanged 171
		SP:Iteration 5Q (186085.500000 sec): 3 clusters
  Score: Raw -466829.102736 + Penalty 2705.409308 = -464123.693428
  nChanged 139
		SP:Iteration 6Q (186085.570000 sec): 3 clusters
  Score: Raw -466911.443070 + Penalty 2705.409308 = -464206.033762
  nChanged 97
		SP:Iteration 7Q (186085.640000 sec): 3 clusters
  Score: Raw -466970.889241 + Penalty 2705.409308 = -464265.479933
  nChanged 87
		SP:Iteration 8Q (186085.720000 sec): 3 clusters
  Score: Raw -467016.940679 + Penalty 2705.409308 = -464311.531370
  nChanged 72
		SP:Iteration 9Q (186085.790000 sec): 3 clusters
  Score: Raw -467060.164203 + Penalty 2705.409308 = -464354.754895
  nChanged 63
		SP:Iteration 10Q (186085.860000 sec): 3 clusters
  Score: Raw -467093.158349 + Penalty 2705.409308 = -464387.749041
  nChanged 51
		SP:Iteration 11Q (186085.940000 sec): 3 clusters
  Score: Raw -467130.042320 + Penalty 2705.409308 = -464424.633012
  nChanged 64
		SP:Iteration 12Q (186086.010000 sec): 3 clusters
  Score: Raw -467168.993402 + Penalty 2705.409308 = -464463.584094
  nChanged 48
		SP:Iteration 13Q (186086.080000 sec): 3 clusters
  Score: Raw -467191.096249 + Penalty 2705.409308 = -464485.686941
  nChanged 37
		SP:Iteration 14Q (186086.160000 sec): 3 clusters
  Score: Raw -467206.005977 + Penalty 2705.409308 = -464500.596669
  nChanged 29
		SP:Iteration 15Q (186086.230000 sec): 3 clusters
  Score: Raw -467218.262302 + Penalty 2705.409308 = -464512.852994
  nChanged 23
		SP:Iteration 16Q (186086.300000 sec): 3 clusters
  Score: Raw -467228.497670 + Penalty 2705.409308 = -464523.088362
  nChanged 21
		SP:Iteration 17Q (186086.370000 sec): 3 clusters
  Score: Raw -467239.697245 + Penalty 2705.409308 = -464534.287937
  nChanged 23
		SP:Iteration 18Q (186086.450000 sec): 3 clusters
  Score: Raw -467249.909811 + Penalty 2705.409308 = -464544.500503
  nChanged 23
		SP:Iteration 19Q (186086.520000 sec): 3 clusters
  Score: Raw -467261.361861 + Penalty 2705.409308 = -464555.952552
  nChanged 26
		SP:Iteration 20F (186086.590000 sec): 3 clusters
  Score: Raw -467274.601640 + Penalty 2705.409308 = -464569.192332
  nChanged 26
		SP:Iteration 21Q (186086.660000 sec): 3 clusters
  Score: Raw -467284.581374 + Penalty 2705.409308 = -464579.172066
  nChanged 14
		SP:Iteration 22Q (186086.730000 sec): 3 clusters
  Score: Raw -467289.927131 + Penalty 2705.409308 = -464584.517823
  nChanged 18
		SP:Iteration 23Q (186086.810000 sec): 3 clusters
  Score: Raw -467295.699985 + Penalty 2705.409308 = -464590.290677
  nChanged 17
		SP:Iteration 24Q (186086.880000 sec): 3 clusters
  Score: Raw -467301.688089 + Penalty 2705.409308 = -464596.278781
  nChanged 10
		SP:Iteration 25Q (186086.950000 sec): 3 clusters
  Score: Raw -467304.277811 + Penalty 2705.409308 = -464598.868503
  nChanged 12
		SP:Iteration 26Q (186087.020000 sec): 3 clusters
  Score: Raw -467307.957990 + Penalty 2705.409308 = -464602.548682
  nChanged 9
		SP:Iteration 27Q (186087.090000 sec): 3 clusters
  Score: Raw -467311.025178 + Penalty 2705.409308 = -464605.615870
  nChanged 13
		SP:Iteration 28Q (186087.170000 sec): 3 clusters
  Score: Raw -467315.747658 + Penalty 2705.409308 = -464610.338350
  nChanged 11
		SP:Iteration 29Q (186087.230000 sec): 3 clusters
  Score: Raw -467319.766168 + Penalty 2705.409308 = -464614.356860
  nChanged 7
		SP:Iteration 30Q (186087.310000 sec): 3 clusters
  Score: Raw -467321.222469 + Penalty 2705.409308 = -464615.813161
  nChanged 4
		SP:Iteration 31Q (186087.380000 sec): 3 clusters
  Score: Raw -467322.052883 + Penalty 2705.409308 = -464616.643574
  nChanged 2
		SP:Iteration 32Q (186087.450000 sec): 3 clusters
  Score: Raw -467322.630941 + Penalty 2705.409308 = -464617.221632
  nChanged 5
		SP:Iteration 33Q (186087.520000 sec): 3 clusters
  Score: Raw -467323.807248 + Penalty 2705.409308 = -464618.397940
  nChanged 3
		SP:Iteration 34Q (186087.590000 sec): 3 clusters
  Score: Raw -467324.976922 + Penalty 2705.409308 = -464619.567613
  nChanged 4
		SP:Iteration 35Q (186087.670000 sec): 3 clusters
  Score: Raw -467326.251563 + Penalty 2705.409308 = -464620.842255
  nChanged 7
		SP:Iteration 36Q (186087.740000 sec): 3 clusters
  Score: Raw -467328.967012 + Penalty 2705.409308 = -464623.557704
  nChanged 9
		SP:Iteration 37Q (186087.810000 sec): 3 clusters
  Score: Raw -467333.756652 + Penalty 2705.409308 = -464628.347343
  nChanged 13
		SP:Iteration 38Q (186087.880000 sec): 3 clusters
  Score: Raw -467340.002946 + Penalty 2705.409308 = -464634.593638
  nChanged 15
		SP:Iteration 39Q (186087.950000 sec): 3 clusters
  Score: Raw -467346.781105 + Penalty 2705.409308 = -464641.371797
  nChanged 17
		SP:Iteration 40F (186088.030000 sec): 3 clusters
  Score: Raw -467355.863260 + Penalty 2705.409308 = -464650.453952
  nChanged 12
		SP:Iteration 41Q (186088.090000 sec): 3 clusters
  Score: Raw -467364.777023 + Penalty 2705.409308 = -464659.367715
  nChanged 14
		SP:Iteration 42Q (186088.170000 sec): 3 clusters
  Score: Raw -467372.292385 + Penalty 2705.409308 = -464666.883077
  nChanged 14
		SP:Iteration 43Q (186088.240000 sec): 3 clusters
  Score: Raw -467380.504731 + Penalty 2705.409308 = -464675.095423
  nChanged 15
		SP:Iteration 44Q (186088.310000 sec): 3 clusters
  Score: Raw -467390.876993 + Penalty 2705.409308 = -464685.467685
  nChanged 22
		SP:Iteration 45Q (186088.380000 sec): 3 clusters
  Score: Raw -467408.974560 + Penalty 2705.409308 = -464703.565252
  nChanged 21
		SP:Iteration 46Q (186088.450000 sec): 3 clusters
  Score: Raw -467425.200779 + Penalty 2705.409308 = -464719.791471
  nChanged 22
		SP:Iteration 47Q (186088.520000 sec): 3 clusters
  Score: Raw -467436.525768 + Penalty 2705.409308 = -464731.116460
  nChanged 17
		SP:Iteration 48Q (186088.590000 sec): 3 clusters
  Score: Raw -467445.719381 + Penalty 2705.409308 = -464740.310073
  nChanged 13
		SP:Iteration 49Q (186088.670000 sec): 3 clusters
  Score: Raw -467452.735850 + Penalty 2705.409308 = -464747.326541
  nChanged 16
		SP:Iteration 50Q (186088.730000 sec): 3 clusters
  Score: Raw -467460.936945 + Penalty 2705.409308 = -464755.527636
  nChanged 8
		SP:Iteration 51Q (186088.810000 sec): 3 clusters
  Score: Raw -467464.349744 + Penalty 2705.409308 = -464758.940436
  nChanged 11
		SP:Iteration 52Q (186088.880000 sec): 3 clusters
  Score: Raw -467469.242645 + Penalty 2705.409308 = -464763.833336
  nChanged 6
		SP:Iteration 53Q (186088.950000 sec): 3 clusters
  Score: Raw -467471.706455 + Penalty 2705.409308 = -464766.297147
  nChanged 6
		SP:Iteration 54Q (186089.020000 sec): 3 clusters
  Score: Raw -467474.060849 + Penalty 2705.409308 = -464768.651541
  nChanged 7
		SP:Iteration 55Q (186089.090000 sec): 3 clusters
  Score: Raw -467476.301355 + Penalty 2705.409308 = -464770.892047
  nChanged 7
		SP:Iteration 56Q (186089.160000 sec): 3 clusters
  Score: Raw -467479.527116 + Penalty 2705.409308 = -464774.117808
  nChanged 8
		SP:Iteration 57Q (186089.230000 sec): 3 clusters
  Score: Raw -467483.567604 + Penalty 2705.409308 = -464778.158296
  nChanged 11
		SP:Iteration 58Q (186089.300000 sec): 3 clusters
  Score: Raw -467488.302710 + Penalty 2705.409308 = -464782.893402
  nChanged 6
		SP:Iteration 59Q (186089.370000 sec): 3 clusters
  Score: Raw -467492.593056 + Penalty 2705.409308 = -464787.183747
  nChanged 13
		SP:Iteration 60F (186089.450000 sec): 3 clusters
  Score: Raw -467499.944072 + Penalty 2705.409308 = -464794.534764
  nChanged 13
		SP:Iteration 61Q (186089.510000 sec): 3 clusters
  Score: Raw -467506.126330 + Penalty 2705.409308 = -464800.717022
  nChanged 13
		SP:Iteration 62Q (186089.590000 sec): 3 clusters
  Score: Raw -467513.308054 + Penalty 2705.409308 = -464807.898746
  nChanged 4
		SP:Iteration 63Q (186089.650000 sec): 3 clusters
  Score: Raw -467515.201271 + Penalty 2705.409308 = -464809.791963
  nChanged 7
		SP:Iteration 64Q (186089.730000 sec): 3 clusters
  Score: Raw -467517.382749 + Penalty 2705.409308 = -464811.973441
  nChanged 5
		SP:Iteration 65Q (186089.790000 sec): 3 clusters
  Score: Raw -467519.924648 + Penalty 2705.409308 = -464814.515340
  nChanged 5
		SP:Iteration 66Q (186089.870000 sec): 3 clusters
  Score: Raw -467521.028395 + Penalty 2705.409308 = -464815.619086
  nChanged 3
		SP:Iteration 67Q (186089.940000 sec): 3 clusters
  Score: Raw -467521.591592 + Penalty 2705.409308 = -464816.182283
  nChanged 1
		SP:Iteration 68Q (186090.010000 sec): 3 clusters
  Score: Raw -467522.518123 + Penalty 2705.409308 = -464817.108815
  nChanged 2
		SP:Iteration 69Q (186090.080000 sec): 3 clusters
  Score: Raw -467522.805998 + Penalty 2705.409308 = -464817.396690
  nChanged 0
		SP:Iteration 70F (186090.150000 sec): 3 clusters
  Score: Raw -467522.805998 + Penalty 2705.409308 = -464817.396690
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 83 (3489 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (186090.220000 sec): 2 clusters
  Score: Raw -433163.872613 + Penalty 1325.572697 = -431838.299917
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (186090.290000 sec): 3 clusters
  Score: Raw -431456.103899 + Penalty 2651.145393 = -428804.958505
  nChanged 1372
		SP:Iteration 1F (186090.350000 sec): 3 clusters
  Score: Raw -432247.822951 + Penalty 2651.145393 = -429596.677558
  nChanged 297
		SP:Iteration 2F (186090.410000 sec): 3 clusters
  Score: Raw -432450.960836 + Penalty 2651.145393 = -429799.815442
  nChanged 222
		SP:Iteration 3F (186090.470000 sec): 3 clusters
  Score: Raw -432606.101340 + Penalty 2651.145393 = -429954.955947
  nChanged 189
		SP:Iteration 4F (186090.540000 sec): 3 clusters
  Score: Raw -432742.775891 + Penalty 2651.145393 = -430091.630498
  nChanged 132
		SP:Iteration 5Q (186090.600000 sec): 3 clusters
  Score: Raw -432828.054563 + Penalty 2651.145393 = -430176.909170
  nChanged 98
		SP:Iteration 6Q (186090.670000 sec): 3 clusters
  Score: Raw -432882.834829 + Penalty 2651.145393 = -430231.689436
  nChanged 92
		SP:Iteration 7Q (186090.730000 sec): 3 clusters
  Score: Raw -432946.899083 + Penalty 2651.145393 = -430295.753690
  nChanged 92
		SP:Iteration 8Q (186090.790000 sec): 3 clusters
  Score: Raw -433012.970724 + Penalty 2651.145393 = -430361.825330
  nChanged 83
		SP:Iteration 9Q (186090.850000 sec): 3 clusters
  Score: Raw -433075.539583 + Penalty 2651.145393 = -430424.394189
  nChanged 77
		SP:Iteration 10Q (186090.920000 sec): 3 clusters
  Score: Raw -433132.489703 + Penalty 2651.145393 = -430481.344309
  nChanged 62
		SP:Iteration 11Q (186090.980000 sec): 3 clusters
  Score: Raw -433171.690470 + Penalty 2651.145393 = -430520.545076
  nChanged 43
		SP:Iteration 12Q (186091.050000 sec): 3 clusters
  Score: Raw -433198.192211 + Penalty 2651.145393 = -430547.046818
  nChanged 38
		SP:Iteration 13Q (186091.110000 sec): 3 clusters
  Score: Raw -433225.265558 + Penalty 2651.145393 = -430574.120165
  nChanged 32
		SP:Iteration 14Q (186091.170000 sec): 3 clusters
  Score: Raw -433248.528053 + Penalty 2651.145393 = -430597.382659
  nChanged 35
		SP:Iteration 15Q (186091.230000 sec): 3 clusters
  Score: Raw -433279.480033 + Penalty 2651.145393 = -430628.334639
  nChanged 31
		SP:Iteration 16Q (186091.300000 sec): 3 clusters
  Score: Raw -433298.959183 + Penalty 2651.145393 = -430647.813790
  nChanged 23
		SP:Iteration 17Q (186091.360000 sec): 3 clusters
  Score: Raw -433315.913774 + Penalty 2651.145393 = -430664.768380
  nChanged 16
		SP:Iteration 18Q (186091.420000 sec): 3 clusters
  Score: Raw -433326.853534 + Penalty 2651.145393 = -430675.708141
  nChanged 15
		SP:Iteration 19Q (186091.480000 sec): 3 clusters
  Score: Raw -433337.149805 + Penalty 2651.145393 = -430686.004412
  nChanged 7
		SP:Iteration 20F (186091.550000 sec): 3 clusters
  Score: Raw -433342.600604 + Penalty 2651.145393 = -430691.455211
  nChanged 10
		SP:Iteration 21Q (186091.610000 sec): 3 clusters
  Score: Raw -433350.542909 + Penalty 2651.145393 = -430699.397515
  nChanged 8
		SP:Iteration 22Q (186091.670000 sec): 3 clusters
  Score: Raw -433356.699070 + Penalty 2651.145393 = -430705.553676
  nChanged 6
		SP:Iteration 23Q (186091.730000 sec): 3 clusters
  Score: Raw -433360.191861 + Penalty 2651.145393 = -430709.046468
  nChanged 0
		SP:Iteration 24F (186091.800000 sec): 3 clusters
  Score: Raw -433360.191861 + Penalty 2651.145393 = -430709.046468
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 84 (2478 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (186091.860000 sec): 2 clusters
  Score: Raw -285439.195984 + Penalty 1269.971148 = -284169.224836
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (186091.910000 sec): 3 clusters
  Score: Raw -284333.006707 + Penalty 2539.942295 = -281793.064412
  nChanged 892
		SP:Iteration 1F (186091.950000 sec): 3 clusters
  Score: Raw -284921.109600 + Penalty 2539.942295 = -282381.167305
  nChanged 220
		SP:Iteration 2F (186092.000000 sec): 3 clusters
  Score: Raw -285122.992682 + Penalty 2539.942295 = -282583.050387
  nChanged 168
		SP:Iteration 3F (186092.050000 sec): 3 clusters
  Score: Raw -285289.285289 + Penalty 2539.942295 = -282749.342994
  nChanged 148
		SP:Iteration 4F (186092.090000 sec): 3 clusters
  Score: Raw -285428.845687 + Penalty 2539.942295 = -282888.903392
  nChanged 115
		SP:Iteration 5Q (186092.130000 sec): 3 clusters
  Score: Raw -285547.772733 + Penalty 2539.942295 = -283007.830437
  nChanged 105
		SP:Iteration 6Q (186092.180000 sec): 3 clusters
  Score: Raw -285648.562910 + Penalty 2539.942295 = -283108.620615
  nChanged 78
		SP:Iteration 7Q (186092.230000 sec): 3 clusters
  Score: Raw -285729.821873 + Penalty 2539.942295 = -283189.879577
  nChanged 78
		SP:Iteration 8Q (186092.270000 sec): 3 clusters
  Score: Raw -285804.428106 + Penalty 2539.942295 = -283264.485810
  nChanged 67
		SP:Iteration 9Q (186092.310000 sec): 3 clusters
  Score: Raw -285868.894638 + Penalty 2539.942295 = -283328.952343
  nChanged 64
		SP:Iteration 10Q (186092.360000 sec): 3 clusters
  Score: Raw -285921.791602 + Penalty 2539.942295 = -283381.849307
  nChanged 52
		SP:Iteration 11Q (186092.410000 sec): 3 clusters
  Score: Raw -285965.426061 + Penalty 2539.942295 = -283425.483766
  nChanged 47
		SP:Iteration 12Q (186092.450000 sec): 3 clusters
  Score: Raw -286010.666940 + Penalty 2539.942295 = -283470.724645
  nChanged 47
		SP:Iteration 13Q (186092.490000 sec): 3 clusters
  Score: Raw -286079.604854 + Penalty 2539.942295 = -283539.662559
  nChanged 58
		SP:Iteration 14Q (186092.540000 sec): 3 clusters
  Score: Raw -286151.446408 + Penalty 2539.942295 = -283611.504112
  nChanged 48
		SP:Iteration 15Q (186092.580000 sec): 3 clusters
  Score: Raw -286215.390872 + Penalty 2539.942295 = -283675.448576
  nChanged 55
		SP:Iteration 16Q (186092.630000 sec): 3 clusters
  Score: Raw -286309.328141 + Penalty 2539.942295 = -283769.385846
  nChanged 50
		SP:Iteration 17Q (186092.670000 sec): 3 clusters
  Score: Raw -286370.996950 + Penalty 2539.942295 = -283831.054654
  nChanged 40
		SP:Iteration 18Q (186092.710000 sec): 3 clusters
  Score: Raw -286397.022224 + Penalty 2539.942295 = -283857.079929
  nChanged 25
		SP:Iteration 19Q (186092.760000 sec): 3 clusters
  Score: Raw -286410.781360 + Penalty 2539.942295 = -283870.839065
  nChanged 13
		SP:Iteration 20F (186092.800000 sec): 3 clusters
  Score: Raw -286417.579101 + Penalty 2539.942295 = -283877.636806
  nChanged 17
		SP:Iteration 21Q (186092.850000 sec): 3 clusters
  Score: Raw -286428.049274 + Penalty 2539.942295 = -283888.106978
  nChanged 13
		SP:Iteration 22Q (186092.890000 sec): 3 clusters
  Score: Raw -286436.511111 + Penalty 2539.942295 = -283896.568815
  nChanged 15
		SP:Iteration 23Q (186092.930000 sec): 3 clusters
  Score: Raw -286448.927091 + Penalty 2539.942295 = -283908.984796
  nChanged 20
		SP:Iteration 24Q (186092.970000 sec): 3 clusters
  Score: Raw -286462.577479 + Penalty 2539.942295 = -283922.635184
  nChanged 12
		SP:Iteration 25Q (186093.020000 sec): 3 clusters
  Score: Raw -286472.439668 + Penalty 2539.942295 = -283932.497372
  nChanged 10
		SP:Iteration 26Q (186093.060000 sec): 3 clusters
  Score: Raw -286479.249915 + Penalty 2539.942295 = -283939.307620
  nChanged 6
		SP:Iteration 27Q (186093.100000 sec): 3 clusters
  Score: Raw -286481.605672 + Penalty 2539.942295 = -283941.663377
  nChanged 5
		SP:Iteration 28Q (186093.150000 sec): 3 clusters
  Score: Raw -286483.794579 + Penalty 2539.942295 = -283943.852284
  nChanged 3
		SP:Iteration 29Q (186093.190000 sec): 3 clusters
  Score: Raw -286484.598996 + Penalty 2539.942295 = -283944.656701
  nChanged 3
		SP:Iteration 30Q (186093.230000 sec): 3 clusters
  Score: Raw -286485.953968 + Penalty 2539.942295 = -283946.011673
  nChanged 2
		SP:Iteration 31Q (186093.270000 sec): 3 clusters
  Score: Raw -286486.663161 + Penalty 2539.942295 = -283946.720866
  nChanged 1
		SP:Iteration 32Q (186093.320000 sec): 3 clusters
  Score: Raw -286487.624160 + Penalty 2539.942295 = -283947.681865
  nChanged 1
		SP:Iteration 33Q (186093.360000 sec): 3 clusters
  Score: Raw -286488.407951 + Penalty 2539.942295 = -283948.465655
  nChanged 1
		SP:Iteration 34Q (186093.410000 sec): 3 clusters
  Score: Raw -286488.856036 + Penalty 2539.942295 = -283948.913740
  nChanged 0
		SP:Iteration 35F (186093.450000 sec): 3 clusters
  Score: Raw -286488.856036 + Penalty 2539.942295 = -283948.913740
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 85 (3176 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (186093.520000 sec): 2 clusters
  Score: Raw -364019.899641 + Penalty 1310.298896 = -362709.600745
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (186093.580000 sec): 3 clusters
  Score: Raw -362558.572784 + Penalty 2620.597792 = -359937.974992
  nChanged 1196
		SP:Iteration 1F (186093.640000 sec): 3 clusters
  Score: Raw -363312.272894 + Penalty 2620.597792 = -360691.675102
  nChanged 280
		SP:Iteration 2F (186093.690000 sec): 3 clusters
  Score: Raw -363559.377575 + Penalty 2620.597792 = -360938.779783
  nChanged 258
		SP:Iteration 3F (186093.750000 sec): 3 clusters
  Score: Raw -363820.027429 + Penalty 2620.597792 = -361199.429637
  nChanged 194
		SP:Iteration 4F (186093.810000 sec): 3 clusters
  Score: Raw -364036.170361 + Penalty 2620.597792 = -361415.572569
  nChanged 194
		SP:Iteration 5F (186093.870000 sec): 3 clusters
  Score: Raw -364259.156673 + Penalty 2620.597792 = -361638.558880
  nChanged 176
		SP:Iteration 6F (186093.920000 sec): 3 clusters
  Score: Raw -364414.092263 + Penalty 2620.597792 = -361793.494471
  nChanged 130
		SP:Iteration 7Q (186093.980000 sec): 3 clusters
  Score: Raw -364516.961504 + Penalty 2620.597792 = -361896.363711
  nChanged 92
		SP:Iteration 8Q (186094.030000 sec): 3 clusters
  Score: Raw -364572.405358 + Penalty 2620.597792 = -361951.807566
  nChanged 63
		SP:Iteration 9Q (186094.090000 sec): 3 clusters
  Score: Raw -364613.477981 + Penalty 2620.597792 = -361992.880189
  nChanged 57
		SP:Iteration 10Q (186094.150000 sec): 3 clusters
  Score: Raw -364644.467986 + Penalty 2620.597792 = -362023.870194
  nChanged 50
		SP:Iteration 11Q (186094.210000 sec): 3 clusters
  Score: Raw -364671.809378 + Penalty 2620.597792 = -362051.211586
  nChanged 34
		SP:Iteration 12Q (186094.260000 sec): 3 clusters
  Score: Raw -364688.904761 + Penalty 2620.597792 = -362068.306968
  nChanged 31
		SP:Iteration 13Q (186094.320000 sec): 3 clusters
  Score: Raw -364704.074526 + Penalty 2620.597792 = -362083.476734
  nChanged 35
		SP:Iteration 14Q (186094.370000 sec): 3 clusters
  Score: Raw -364719.840282 + Penalty 2620.597792 = -362099.242489
  nChanged 37
		SP:Iteration 15Q (186094.430000 sec): 3 clusters
  Score: Raw -364738.894446 + Penalty 2620.597792 = -362118.296654
  nChanged 37
		SP:Iteration 16Q (186094.490000 sec): 3 clusters
  Score: Raw -364756.004896 + Penalty 2620.597792 = -362135.407104
  nChanged 33
		SP:Iteration 17Q (186094.540000 sec): 3 clusters
  Score: Raw -364770.504469 + Penalty 2620.597792 = -362149.906677
  nChanged 27
		SP:Iteration 18Q (186094.600000 sec): 3 clusters
  Score: Raw -364781.774630 + Penalty 2620.597792 = -362161.176838
  nChanged 30
		SP:Iteration 19Q (186094.650000 sec): 3 clusters
  Score: Raw -364800.818419 + Penalty 2620.597792 = -362180.220626
  nChanged 36
		SP:Iteration 20F (186094.710000 sec): 3 clusters
  Score: Raw -364824.845694 + Penalty 2620.597792 = -362204.247902
  nChanged 45
		SP:Iteration 21Q (186094.770000 sec): 3 clusters
  Score: Raw -364854.435638 + Penalty 2620.597792 = -362233.837846
  nChanged 48
		SP:Iteration 22Q (186094.830000 sec): 3 clusters
  Score: Raw -364888.058124 + Penalty 2620.597792 = -362267.460332
  nChanged 58
		SP:Iteration 23Q (186094.880000 sec): 3 clusters
  Score: Raw -364932.652800 + Penalty 2620.597792 = -362312.055008
  nChanged 59
		SP:Iteration 24Q (186094.940000 sec): 3 clusters
  Score: Raw -364981.884875 + Penalty 2620.597792 = -362361.287083
  nChanged 52
		SP:Iteration 25Q (186095.000000 sec): 3 clusters
  Score: Raw -365035.504618 + Penalty 2620.597792 = -362414.906826
  nChanged 69
		SP:Iteration 26Q (186095.050000 sec): 3 clusters
  Score: Raw -365099.511555 + Penalty 2620.597792 = -362478.913762
  nChanged 66
		SP:Iteration 27Q (186095.110000 sec): 3 clusters
  Score: Raw -365165.517190 + Penalty 2620.597792 = -362544.919398
  nChanged 67
		SP:Iteration 28Q (186095.160000 sec): 3 clusters
  Score: Raw -365232.940077 + Penalty 2620.597792 = -362612.342285
  nChanged 69
		SP:Iteration 29Q (186095.220000 sec): 3 clusters
  Score: Raw -365313.981221 + Penalty 2620.597792 = -362693.383429
  nChanged 57
		SP:Iteration 30Q (186095.270000 sec): 3 clusters
  Score: Raw -365373.013453 + Penalty 2620.597792 = -362752.415660
  nChanged 47
		SP:Iteration 31Q (186095.330000 sec): 3 clusters
  Score: Raw -365409.112964 + Penalty 2620.597792 = -362788.515172
  nChanged 32
		SP:Iteration 32Q (186095.380000 sec): 3 clusters
  Score: Raw -365435.411105 + Penalty 2620.597792 = -362814.813313
  nChanged 16
		SP:Iteration 33Q (186095.440000 sec): 3 clusters
  Score: Raw -365442.407663 + Penalty 2620.597792 = -362821.809871
  nChanged 9
		SP:Iteration 34Q (186095.490000 sec): 3 clusters
  Score: Raw -365445.393575 + Penalty 2620.597792 = -362824.795783
  nChanged 2
		SP:Iteration 35Q (186095.540000 sec): 3 clusters
  Score: Raw -365445.727140 + Penalty 2620.597792 = -362825.129348
  nChanged 0
		SP:Iteration 36F (186095.600000 sec): 3 clusters
  Score: Raw -365445.727140 + Penalty 2620.597792 = -362825.129348
  nChanged 0
  Score: Raw -119145535.596293 + Penalty 265543.287490 = -118879992.308803

Splitting cluster 85 changes total score from -118880805.349980 to -118879992.308803

 So it's not getting split.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 86 (1326 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (186456.730000 sec): 2 clusters
  Score: Raw -152411.388009 + Penalty 1168.362353 = -151243.025657
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (186456.750000 sec): 3 clusters
  Score: Raw -152004.176127 + Penalty 2336.724705 = -149667.451421
  nChanged 431
		SP:Iteration 1F (186456.780000 sec): 3 clusters
  Score: Raw -152471.593635 + Penalty 2336.724705 = -150134.868930
  nChanged 129
		SP:Iteration 2F (186456.810000 sec): 3 clusters
  Score: Raw -152633.505019 + Penalty 2336.724705 = -150296.780314
  nChanged 63
		SP:Iteration 3Q (186456.840000 sec): 3 clusters
  Score: Raw -152738.353988 + Penalty 2336.724705 = -150401.629282
  nChanged 49
		SP:Iteration 4Q (186456.870000 sec): 3 clusters
  Score: Raw -152803.192291 + Penalty 2336.724705 = -150466.467585
  nChanged 37
		SP:Iteration 5Q (186456.890000 sec): 3 clusters
  Score: Raw -152833.662923 + Penalty 2336.724705 = -150496.938217
  nChanged 24
		SP:Iteration 6Q (186456.910000 sec): 3 clusters
  Score: Raw -152855.943594 + Penalty 2336.724705 = -150519.218888
  nChanged 27
		SP:Iteration 7Q (186456.940000 sec): 3 clusters
  Score: Raw -152891.210956 + Penalty 2336.724705 = -150554.486250
  nChanged 16
		SP:Iteration 8Q (186456.970000 sec): 3 clusters
  Score: Raw -152909.200370 + Penalty 2336.724705 = -150572.475665
  nChanged 7
		SP:Iteration 9Q (186456.990000 sec): 3 clusters
  Score: Raw -152915.540558 + Penalty 2336.724705 = -150578.815852
  nChanged 6
		SP:Iteration 10Q (186457.010000 sec): 3 clusters
  Score: Raw -152920.527320 + Penalty 2336.724705 = -150583.802614
  nChanged 4
		SP:Iteration 11Q (186457.040000 sec): 3 clusters
  Score: Raw -152927.862146 + Penalty 2336.724705 = -150591.137440
  nChanged 10
		SP:Iteration 12Q (186457.070000 sec): 3 clusters
  Score: Raw -152939.848267 + Penalty 2336.724705 = -150603.123562
  nChanged 7
		SP:Iteration 13Q (186457.090000 sec): 3 clusters
  Score: Raw -152944.501865 + Penalty 2336.724705 = -150607.777159
  nChanged 0
		SP:Iteration 14F (186457.110000 sec): 3 clusters
  Score: Raw -152944.501865 + Penalty 2336.724705 = -150607.777159
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 87 (3206 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (186457.190000 sec): 2 clusters
  Score: Raw -390090.476653 + Penalty 1311.826642 = -388778.650011
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (186457.250000 sec): 3 clusters
  Score: Raw -388569.424912 + Penalty 2623.653283 = -385945.771629
  nChanged 1195
		SP:Iteration 1F (186457.320000 sec): 3 clusters
  Score: Raw -389234.727588 + Penalty 2623.653283 = -386611.074305
  nChanged 246
		SP:Iteration 2F (186457.380000 sec): 3 clusters
  Score: Raw -389393.757562 + Penalty 2623.653283 = -386770.104279
  nChanged 183
		SP:Iteration 3F (186457.440000 sec): 3 clusters
  Score: Raw -389514.776982 + Penalty 2623.653283 = -386891.123698
  nChanged 159
		SP:Iteration 4Q (186457.500000 sec): 3 clusters
  Score: Raw -389612.992726 + Penalty 2623.653283 = -386989.339443
  nChanged 130
		SP:Iteration 5Q (186457.560000 sec): 3 clusters
  Score: Raw -389696.918008 + Penalty 2623.653283 = -387073.264725
  nChanged 116
		SP:Iteration 6Q (186457.620000 sec): 3 clusters
  Score: Raw -389760.030416 + Penalty 2623.653283 = -387136.377132
  nChanged 92
		SP:Iteration 7Q (186457.680000 sec): 3 clusters
  Score: Raw -389810.098804 + Penalty 2623.653283 = -387186.445521
  nChanged 82
		SP:Iteration 8Q (186457.740000 sec): 3 clusters
  Score: Raw -389850.763774 + Penalty 2623.653283 = -387227.110491
  nChanged 65
		SP:Iteration 9Q (186457.810000 sec): 3 clusters
  Score: Raw -389882.024521 + Penalty 2623.653283 = -387258.371238
  nChanged 47
		SP:Iteration 10Q (186457.870000 sec): 3 clusters
  Score: Raw -389901.432490 + Penalty 2623.653283 = -387277.779207
  nChanged 33
		SP:Iteration 11Q (186457.930000 sec): 3 clusters
  Score: Raw -389919.440969 + Penalty 2623.653283 = -387295.787686
  nChanged 41
		SP:Iteration 12Q (186457.990000 sec): 3 clusters
  Score: Raw -389938.089426 + Penalty 2623.653283 = -387314.436143
  nChanged 32
		SP:Iteration 13Q (186458.050000 sec): 3 clusters
  Score: Raw -389953.058461 + Penalty 2623.653283 = -387329.405178
  nChanged 32
		SP:Iteration 14Q (186458.110000 sec): 3 clusters
  Score: Raw -389973.284836 + Penalty 2623.653283 = -387349.631552
  nChanged 38
		SP:Iteration 15Q (186458.170000 sec): 3 clusters
  Score: Raw -389993.521251 + Penalty 2623.653283 = -387369.867967
  nChanged 35
		SP:Iteration 16Q (186458.230000 sec): 3 clusters
  Score: Raw -390018.507710 + Penalty 2623.653283 = -387394.854427
  nChanged 45
		SP:Iteration 17Q (186458.290000 sec): 3 clusters
  Score: Raw -390047.107886 + Penalty 2623.653283 = -387423.454602
  nChanged 37
		SP:Iteration 18Q (186458.350000 sec): 3 clusters
  Score: Raw -390066.526191 + Penalty 2623.653283 = -387442.872908
  nChanged 30
		SP:Iteration 19Q (186458.410000 sec): 3 clusters
  Score: Raw -390085.877208 + Penalty 2623.653283 = -387462.223925
  nChanged 33
		SP:Iteration 20F (186458.480000 sec): 3 clusters
  Score: Raw -390106.186943 + Penalty 2623.653283 = -387482.533660
  nChanged 23
		SP:Iteration 21Q (186458.540000 sec): 3 clusters
  Score: Raw -390122.825326 + Penalty 2623.653283 = -387499.172043
  nChanged 30
		SP:Iteration 22Q (186458.600000 sec): 3 clusters
  Score: Raw -390141.736141 + Penalty 2623.653283 = -387518.082857
  nChanged 25
		SP:Iteration 23Q (186458.660000 sec): 3 clusters
  Score: Raw -390153.559242 + Penalty 2623.653283 = -387529.905959
  nChanged 22
		SP:Iteration 24Q (186458.720000 sec): 3 clusters
  Score: Raw -390163.741385 + Penalty 2623.653283 = -387540.088102
  nChanged 18
		SP:Iteration 25Q (186458.780000 sec): 3 clusters
  Score: Raw -390176.068705 + Penalty 2623.653283 = -387552.415421
  nChanged 18
		SP:Iteration 26Q (186458.840000 sec): 3 clusters
  Score: Raw -390185.890625 + Penalty 2623.653283 = -387562.237342
  nChanged 14
		SP:Iteration 27Q (186458.900000 sec): 3 clusters
  Score: Raw -390196.091499 + Penalty 2623.653283 = -387572.438216
  nChanged 17
		SP:Iteration 28Q (186458.960000 sec): 3 clusters
  Score: Raw -390205.322995 + Penalty 2623.653283 = -387581.669712
  nChanged 13
		SP:Iteration 29Q (186459.010000 sec): 3 clusters
  Score: Raw -390211.967429 + Penalty 2623.653283 = -387588.314146
  nChanged 8
		SP:Iteration 30Q (186459.070000 sec): 3 clusters
  Score: Raw -390216.483014 + Penalty 2623.653283 = -387592.829731
  nChanged 4
		SP:Iteration 31Q (186459.130000 sec): 3 clusters
  Score: Raw -390218.793999 + Penalty 2623.653283 = -387595.140716
  nChanged 4
		SP:Iteration 32Q (186459.190000 sec): 3 clusters
  Score: Raw -390221.098736 + Penalty 2623.653283 = -387597.445452
  nChanged 5
		SP:Iteration 33Q (186459.250000 sec): 3 clusters
  Score: Raw -390223.497325 + Penalty 2623.653283 = -387599.844042
  nChanged 6
		SP:Iteration 34Q (186459.310000 sec): 3 clusters
  Score: Raw -390226.036080 + Penalty 2623.653283 = -387602.382797
  nChanged 1
		SP:Iteration 35Q (186459.370000 sec): 3 clusters
  Score: Raw -390226.244581 + Penalty 2623.653283 = -387602.591297
  nChanged 0
		SP:Iteration 36F (186459.430000 sec): 3 clusters
  Score: Raw -390226.244581 + Penalty 2623.653283 = -387602.591297
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 88 (7180 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (186459.520000 sec): 2 clusters
  Score: Raw -847210.035762 + Penalty 1442.846383 = -845767.189379
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (186459.660000 sec): 3 clusters
  Score: Raw -843313.217694 + Penalty 2885.692765 = -840427.524928
  nChanged 3011
		SP:Iteration 1F (186459.760000 sec): 3 clusters
  Score: Raw -845189.493223 + Penalty 2885.692765 = -842303.800458
  nChanged 652
		SP:Iteration 2F (186459.870000 sec): 3 clusters
  Score: Raw -845678.712433 + Penalty 2885.692765 = -842793.019668
  nChanged 559
		SP:Iteration 3F (186459.980000 sec): 3 clusters
  Score: Raw -846090.270464 + Penalty 2885.692765 = -843204.577699
  nChanged 481
		SP:Iteration 4F (186460.090000 sec): 3 clusters
  Score: Raw -846422.667754 + Penalty 2885.692765 = -843536.974989
  nChanged 379
		SP:Iteration 5F (186460.200000 sec): 3 clusters
  Score: Raw -846695.539533 + Penalty 2885.692765 = -843809.846768
  nChanged 297
		SP:Iteration 6Q (186460.300000 sec): 3 clusters
  Score: Raw -846907.417990 + Penalty 2885.692765 = -844021.725225
  nChanged 235
		SP:Iteration 7Q (186460.410000 sec): 3 clusters
  Score: Raw -847044.327110 + Penalty 2885.692765 = -844158.634345
  nChanged 157
		SP:Iteration 8Q (186460.520000 sec): 3 clusters
  Score: Raw -847125.621506 + Penalty 2885.692765 = -844239.928741
  nChanged 120
		SP:Iteration 9Q (186460.640000 sec): 3 clusters
  Score: Raw -847187.907812 + Penalty 2885.692765 = -844302.215047
  nChanged 101
		SP:Iteration 10Q (186460.760000 sec): 3 clusters
  Score: Raw -847239.560142 + Penalty 2885.692765 = -844353.867377
  nChanged 92
		SP:Iteration 11Q (186460.880000 sec): 3 clusters
  Score: Raw -847284.905079 + Penalty 2885.692765 = -844399.212314
  nChanged 78
		SP:Iteration 12Q (186461.000000 sec): 3 clusters
  Score: Raw -847311.934832 + Penalty 2885.692765 = -844426.242066
  nChanged 49
		SP:Iteration 13Q (186461.120000 sec): 3 clusters
  Score: Raw -847329.103075 + Penalty 2885.692765 = -844443.410310
  nChanged 39
		SP:Iteration 14Q (186461.240000 sec): 3 clusters
  Score: Raw -847344.482688 + Penalty 2885.692765 = -844458.789923
  nChanged 33
		SP:Iteration 15Q (186461.360000 sec): 3 clusters
  Score: Raw -847361.062401 + Penalty 2885.692765 = -844475.369636
  nChanged 34
		SP:Iteration 16Q (186461.470000 sec): 3 clusters
  Score: Raw -847377.824177 + Penalty 2885.692765 = -844492.131412
  nChanged 37
		SP:Iteration 17Q (186461.590000 sec): 3 clusters
  Score: Raw -847393.152365 + Penalty 2885.692765 = -844507.459599
  nChanged 28
		SP:Iteration 18Q (186461.710000 sec): 3 clusters
  Score: Raw -847402.565727 + Penalty 2885.692765 = -844516.872962
  nChanged 20
		SP:Iteration 19Q (186461.830000 sec): 3 clusters
  Score: Raw -847410.374753 + Penalty 2885.692765 = -844524.681988
  nChanged 30
		SP:Iteration 20F (186461.950000 sec): 3 clusters
  Score: Raw -847424.403548 + Penalty 2885.692765 = -844538.710782
  nChanged 25
		SP:Iteration 21Q (186462.070000 sec): 3 clusters
  Score: Raw -847435.713547 + Penalty 2885.692765 = -844550.020782
  nChanged 23
		SP:Iteration 22Q (186462.190000 sec): 3 clusters
  Score: Raw -847446.724625 + Penalty 2885.692765 = -844561.031860
  nChanged 31
		SP:Iteration 23Q (186462.310000 sec): 3 clusters
  Score: Raw -847459.521757 + Penalty 2885.692765 = -844573.828992
  nChanged 28
		SP:Iteration 24Q (186462.430000 sec): 3 clusters
  Score: Raw -847474.890130 + Penalty 2885.692765 = -844589.197365
  nChanged 31
		SP:Iteration 25Q (186462.550000 sec): 3 clusters
  Score: Raw -847491.193431 + Penalty 2885.692765 = -844605.500666
  nChanged 21
		SP:Iteration 26Q (186462.670000 sec): 3 clusters
  Score: Raw -847503.150770 + Penalty 2885.692765 = -844617.458005
  nChanged 18
		SP:Iteration 27Q (186462.780000 sec): 3 clusters
  Score: Raw -847516.400087 + Penalty 2885.692765 = -844630.707322
  nChanged 29
		SP:Iteration 28Q (186462.900000 sec): 3 clusters
  Score: Raw -847531.413384 + Penalty 2885.692765 = -844645.720619
  nChanged 27
		SP:Iteration 29Q (186463.020000 sec): 3 clusters
  Score: Raw -847551.103285 + Penalty 2885.692765 = -844665.410520
  nChanged 26
		SP:Iteration 30Q (186463.130000 sec): 3 clusters
  Score: Raw -847568.676386 + Penalty 2885.692765 = -844682.983621
  nChanged 28
		SP:Iteration 31Q (186463.250000 sec): 3 clusters
  Score: Raw -847586.611140 + Penalty 2885.692765 = -844700.918375
  nChanged 22
		SP:Iteration 32Q (186463.370000 sec): 3 clusters
  Score: Raw -847598.919595 + Penalty 2885.692765 = -844713.226830
  nChanged 18
		SP:Iteration 33Q (186463.480000 sec): 3 clusters
  Score: Raw -847606.069992 + Penalty 2885.692765 = -844720.377227
  nChanged 11
		SP:Iteration 34Q (186463.600000 sec): 3 clusters
  Score: Raw -847614.070128 + Penalty 2885.692765 = -844728.377363
  nChanged 16
		SP:Iteration 35Q (186463.710000 sec): 3 clusters
  Score: Raw -847621.272830 + Penalty 2885.692765 = -844735.580065
  nChanged 6
		SP:Iteration 36Q (186463.840000 sec): 3 clusters
  Score: Raw -847624.224012 + Penalty 2885.692765 = -844738.531247
  nChanged 7
		SP:Iteration 37Q (186463.950000 sec): 3 clusters
  Score: Raw -847627.114116 + Penalty 2885.692765 = -844741.421351
  nChanged 5
		SP:Iteration 38Q (186464.060000 sec): 3 clusters
  Score: Raw -847630.909773 + Penalty 2885.692765 = -844745.217007
  nChanged 13
		SP:Iteration 39Q (186464.180000 sec): 3 clusters
  Score: Raw -847637.317681 + Penalty 2885.692765 = -844751.624915
  nChanged 6
		SP:Iteration 40F (186464.300000 sec): 3 clusters
  Score: Raw -847640.137460 + Penalty 2885.692765 = -844754.444695
  nChanged 4
		SP:Iteration 41Q (186464.420000 sec): 3 clusters
  Score: Raw -847641.702463 + Penalty 2885.692765 = -844756.009697
  nChanged 4
		SP:Iteration 42Q (186464.530000 sec): 3 clusters
  Score: Raw -847644.056528 + Penalty 2885.692765 = -844758.363763
  nChanged 4
		SP:Iteration 43Q (186464.650000 sec): 3 clusters
  Score: Raw -847645.630380 + Penalty 2885.692765 = -844759.937615
  nChanged 4
		SP:Iteration 44Q (186464.760000 sec): 3 clusters
  Score: Raw -847646.963916 + Penalty 2885.692765 = -844761.271151
  nChanged 3
		SP:Iteration 45Q (186464.880000 sec): 3 clusters
  Score: Raw -847648.536087 + Penalty 2885.692765 = -844762.843322
  nChanged 5
		SP:Iteration 46Q (186464.990000 sec): 3 clusters
  Score: Raw -847649.713861 + Penalty 2885.692765 = -844764.021096
  nChanged 1
		SP:Iteration 47Q (186465.110000 sec): 3 clusters
  Score: Raw -847650.239433 + Penalty 2885.692765 = -844764.546668
  nChanged 4
		SP:Iteration 48Q (186465.220000 sec): 3 clusters
  Score: Raw -847651.842091 + Penalty 2885.692765 = -844766.149325
  nChanged 2
		SP:Iteration 49Q (186465.330000 sec): 3 clusters
  Score: Raw -847652.417557 + Penalty 2885.692765 = -844766.724792
  nChanged 1
		SP:Iteration 50Q (186465.450000 sec): 3 clusters
  Score: Raw -847652.630560 + Penalty 2885.692765 = -844766.937795
  nChanged 0
		SP:Iteration 51F (186465.570000 sec): 3 clusters
  Score: Raw -847652.630560 + Penalty 2885.692765 = -844766.937795
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 89 (4908 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (186465.660000 sec): 2 clusters
  Score: Raw -564751.483011 + Penalty 1381.026043 = -563370.456967
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (186465.760000 sec): 3 clusters
  Score: Raw -562215.493780 + Penalty 2762.052087 = -559453.441693
  nChanged 1995
		SP:Iteration 1F (186465.860000 sec): 3 clusters
  Score: Raw -563454.718638 + Penalty 2762.052087 = -560692.666551
  nChanged 414
		SP:Iteration 2F (186465.960000 sec): 3 clusters
  Score: Raw -563820.179297 + Penalty 2762.052087 = -561058.127210
  nChanged 370
		SP:Iteration 3F (186466.050000 sec): 3 clusters
  Score: Raw -564155.050488 + Penalty 2762.052087 = -561392.998401
  nChanged 311
		SP:Iteration 4F (186466.140000 sec): 3 clusters
  Score: Raw -564409.477560 + Penalty 2762.052087 = -561647.425474
  nChanged 247
		SP:Iteration 5F (186466.240000 sec): 3 clusters
  Score: Raw -564613.771061 + Penalty 2762.052087 = -561851.718974
  nChanged 203
		SP:Iteration 6Q (186466.330000 sec): 3 clusters
  Score: Raw -564776.115485 + Penalty 2762.052087 = -562014.063398
  nChanged 197
		SP:Iteration 7Q (186466.420000 sec): 3 clusters
  Score: Raw -564929.063452 + Penalty 2762.052087 = -562167.011365
  nChanged 157
		SP:Iteration 8Q (186466.510000 sec): 3 clusters
  Score: Raw -565031.041564 + Penalty 2762.052087 = -562268.989477
  nChanged 117
		SP:Iteration 9Q (186466.600000 sec): 3 clusters
  Score: Raw -565086.970177 + Penalty 2762.052087 = -562324.918090
  nChanged 78
		SP:Iteration 10Q (186466.690000 sec): 3 clusters
  Score: Raw -565127.109325 + Penalty 2762.052087 = -562365.057238
  nChanged 75
		SP:Iteration 11Q (186466.780000 sec): 3 clusters
  Score: Raw -565157.785745 + Penalty 2762.052087 = -562395.733658
  nChanged 58
		SP:Iteration 12Q (186466.870000 sec): 3 clusters
  Score: Raw -565178.924272 + Penalty 2762.052087 = -562416.872185
  nChanged 36
		SP:Iteration 13Q (186466.960000 sec): 3 clusters
  Score: Raw -565193.128625 + Penalty 2762.052087 = -562431.076538
  nChanged 30
		SP:Iteration 14Q (186467.050000 sec): 3 clusters
  Score: Raw -565203.338155 + Penalty 2762.052087 = -562441.286068
  nChanged 31
		SP:Iteration 15Q (186467.140000 sec): 3 clusters
  Score: Raw -565213.435318 + Penalty 2762.052087 = -562451.383231
  nChanged 29
		SP:Iteration 16Q (186467.230000 sec): 3 clusters
  Score: Raw -565225.862151 + Penalty 2762.052087 = -562463.810065
  nChanged 34
		SP:Iteration 17Q (186467.320000 sec): 3 clusters
  Score: Raw -565240.628223 + Penalty 2762.052087 = -562478.576136
  nChanged 32
		SP:Iteration 18Q (186467.410000 sec): 3 clusters
  Score: Raw -565258.456060 + Penalty 2762.052087 = -562496.403973
  nChanged 42
		SP:Iteration 19Q (186467.500000 sec): 3 clusters
  Score: Raw -565275.664175 + Penalty 2762.052087 = -562513.612088
  nChanged 34
		SP:Iteration 20F (186467.600000 sec): 3 clusters
  Score: Raw -565288.240681 + Penalty 2762.052087 = -562526.188594
  nChanged 24
		SP:Iteration 21Q (186467.680000 sec): 3 clusters
  Score: Raw -565296.813315 + Penalty 2762.052087 = -562534.761228
  nChanged 18
		SP:Iteration 22Q (186467.780000 sec): 3 clusters
  Score: Raw -565301.671516 + Penalty 2762.052087 = -562539.619429
  nChanged 12
		SP:Iteration 23Q (186467.860000 sec): 3 clusters
  Score: Raw -565304.940659 + Penalty 2762.052087 = -562542.888572
  nChanged 12
		SP:Iteration 24Q (186467.950000 sec): 3 clusters
  Score: Raw -565307.474457 + Penalty 2762.052087 = -562545.422370
  nChanged 11
		SP:Iteration 25Q (186468.040000 sec): 3 clusters
  Score: Raw -565309.657101 + Penalty 2762.052087 = -562547.605014
  nChanged 7
		SP:Iteration 26Q (186468.130000 sec): 3 clusters
  Score: Raw -565311.235862 + Penalty 2762.052087 = -562549.183775
  nChanged 7
		SP:Iteration 27Q (186468.220000 sec): 3 clusters
  Score: Raw -565312.550279 + Penalty 2762.052087 = -562550.498192
  nChanged 8
		SP:Iteration 28Q (186468.310000 sec): 3 clusters
  Score: Raw -565314.031390 + Penalty 2762.052087 = -562551.979303
  nChanged 10
		SP:Iteration 29Q (186468.400000 sec): 3 clusters
  Score: Raw -565316.933549 + Penalty 2762.052087 = -562554.881462
  nChanged 13
		SP:Iteration 30Q (186468.490000 sec): 3 clusters
  Score: Raw -565319.645842 + Penalty 2762.052087 = -562557.593755
  nChanged 9
		SP:Iteration 31Q (186468.580000 sec): 3 clusters
  Score: Raw -565321.554382 + Penalty 2762.052087 = -562559.502295
  nChanged 7
		SP:Iteration 32Q (186468.670000 sec): 3 clusters
  Score: Raw -565323.327854 + Penalty 2762.052087 = -562561.275767
  nChanged 10
		SP:Iteration 33Q (186468.760000 sec): 3 clusters
  Score: Raw -565326.119603 + Penalty 2762.052087 = -562564.067516
  nChanged 9
		SP:Iteration 34Q (186468.850000 sec): 3 clusters
  Score: Raw -565327.370084 + Penalty 2762.052087 = -562565.317997
  nChanged 6
		SP:Iteration 35Q (186468.940000 sec): 3 clusters
  Score: Raw -565328.039568 + Penalty 2762.052087 = -562565.987481
  nChanged 4
		SP:Iteration 36Q (186469.030000 sec): 3 clusters
  Score: Raw -565328.690785 + Penalty 2762.052087 = -562566.638698
  nChanged 5
		SP:Iteration 37Q (186469.130000 sec): 3 clusters
  Score: Raw -565329.617045 + Penalty 2762.052087 = -562567.564958
  nChanged 3
		SP:Iteration 38Q (186469.210000 sec): 3 clusters
  Score: Raw -565330.573942 + Penalty 2762.052087 = -562568.521855
  nChanged 3
		SP:Iteration 39Q (186469.310000 sec): 3 clusters
  Score: Raw -565331.113813 + Penalty 2762.052087 = -562569.061726
  nChanged 2
		SP:Iteration 40F (186469.400000 sec): 3 clusters
  Score: Raw -565331.601866 + Penalty 2762.052087 = -562569.549779
  nChanged 2
		SP:Iteration 41Q (186469.490000 sec): 3 clusters
  Score: Raw -565332.042220 + Penalty 2762.052087 = -562569.990133
  nChanged 8
		SP:Iteration 42Q (186469.580000 sec): 3 clusters
  Score: Raw -565334.105380 + Penalty 2762.052087 = -562572.053293
  nChanged 5
		SP:Iteration 43Q (186469.670000 sec): 3 clusters
  Score: Raw -565335.238341 + Penalty 2762.052087 = -562573.186254
  nChanged 5
		SP:Iteration 44Q (186469.760000 sec): 3 clusters
  Score: Raw -565336.477488 + Penalty 2762.052087 = -562574.425401
  nChanged 5
		SP:Iteration 45Q (186469.850000 sec): 3 clusters
  Score: Raw -565337.530824 + Penalty 2762.052087 = -562575.478737
  nChanged 3
		SP:Iteration 46Q (186469.940000 sec): 3 clusters
  Score: Raw -565337.758255 + Penalty 2762.052087 = -562575.706168
  nChanged 1
		SP:Iteration 47Q (186470.030000 sec): 3 clusters
  Score: Raw -565337.877298 + Penalty 2762.052087 = -562575.825211
  nChanged 1
		SP:Iteration 48Q (186470.110000 sec): 3 clusters
  Score: Raw -565337.989361 + Penalty 2762.052087 = -562575.937274
  nChanged 2
		SP:Iteration 49Q (186470.210000 sec): 3 clusters
  Score: Raw -565338.436834 + Penalty 2762.052087 = -562576.384747
  nChanged 3
		SP:Iteration 50Q (186470.290000 sec): 3 clusters
  Score: Raw -565339.808170 + Penalty 2762.052087 = -562577.756083
  nChanged 3
		SP:Iteration 51Q (186470.380000 sec): 3 clusters
  Score: Raw -565340.241424 + Penalty 2762.052087 = -562578.189337
  nChanged 2
		SP:Iteration 52Q (186470.480000 sec): 3 clusters
  Score: Raw -565340.713663 + Penalty 2762.052087 = -562578.661576
  nChanged 4
		SP:Iteration 53Q (186470.560000 sec): 3 clusters
  Score: Raw -565341.437033 + Penalty 2762.052087 = -562579.384946
  nChanged 3
		SP:Iteration 54Q (186470.660000 sec): 3 clusters
  Score: Raw -565342.033610 + Penalty 2762.052087 = -562579.981523
  nChanged 4
		SP:Iteration 55Q (186470.740000 sec): 3 clusters
  Score: Raw -565342.750530 + Penalty 2762.052087 = -562580.698443
  nChanged 5
		SP:Iteration 56Q (186470.830000 sec): 3 clusters
  Score: Raw -565343.772057 + Penalty 2762.052087 = -562581.719970
  nChanged 4
		SP:Iteration 57Q (186470.920000 sec): 3 clusters
  Score: Raw -565344.490602 + Penalty 2762.052087 = -562582.438515
  nChanged 5
		SP:Iteration 58Q (186471.010000 sec): 3 clusters
  Score: Raw -565346.101009 + Penalty 2762.052087 = -562584.048922
  nChanged 4
		SP:Iteration 59Q (186471.100000 sec): 3 clusters
  Score: Raw -565346.727746 + Penalty 2762.052087 = -562584.675659
  nChanged 1
		SP:Iteration 60F (186471.200000 sec): 3 clusters
  Score: Raw -565346.829659 + Penalty 2762.052087 = -562584.777572
  nChanged 1
		SP:Iteration 61Q (186471.280000 sec): 3 clusters
  Score: Raw -565347.337611 + Penalty 2762.052087 = -562585.285524
  nChanged 1
		SP:Iteration 62Q (186471.380000 sec): 3 clusters
  Score: Raw -565347.542785 + Penalty 2762.052087 = -562585.490698
  nChanged 0
		SP:Iteration 63F (186471.470000 sec): 3 clusters
  Score: Raw -565347.542785 + Penalty 2762.052087 = -562585.490698
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 90 (2253 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (186471.530000 sec): 2 clusters
  Score: Raw -236354.493158 + Penalty 1254.502915 = -235099.990243
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (186471.580000 sec): 3 clusters
  Score: Raw -235404.872695 + Penalty 2509.005831 = -232895.866864
  nChanged 831
		SP:Iteration 1F (186471.620000 sec): 3 clusters
  Score: Raw -236033.636149 + Penalty 2509.005831 = -233524.630318
  nChanged 197
		SP:Iteration 2F (186471.660000 sec): 3 clusters
  Score: Raw -236219.072095 + Penalty 2509.005831 = -233710.066264
  nChanged 129
		SP:Iteration 3F (186471.710000 sec): 3 clusters
  Score: Raw -236335.688685 + Penalty 2509.005831 = -233826.682854
  nChanged 101
		SP:Iteration 4Q (186471.750000 sec): 3 clusters
  Score: Raw -236416.087621 + Penalty 2509.005831 = -233907.081790
  nChanged 88
		SP:Iteration 5Q (186471.790000 sec): 3 clusters
  Score: Raw -236486.160303 + Penalty 2509.005831 = -233977.154472
  nChanged 74
		SP:Iteration 6Q (186471.840000 sec): 3 clusters
  Score: Raw -236546.422696 + Penalty 2509.005831 = -234037.416866
  nChanged 58
		SP:Iteration 7Q (186471.880000 sec): 3 clusters
  Score: Raw -236590.014968 + Penalty 2509.005831 = -234081.009138
  nChanged 48
		SP:Iteration 8Q (186471.920000 sec): 3 clusters
  Score: Raw -236618.365641 + Penalty 2509.005831 = -234109.359810
  nChanged 42
		SP:Iteration 9Q (186471.960000 sec): 3 clusters
  Score: Raw -236645.912326 + Penalty 2509.005831 = -234136.906495
  nChanged 32
		SP:Iteration 10Q (186472.010000 sec): 3 clusters
  Score: Raw -236669.270475 + Penalty 2509.005831 = -234160.264645
  nChanged 26
		SP:Iteration 11Q (186472.050000 sec): 3 clusters
  Score: Raw -236682.880706 + Penalty 2509.005831 = -234173.874876
  nChanged 14
		SP:Iteration 12Q (186472.090000 sec): 3 clusters
  Score: Raw -236686.984331 + Penalty 2509.005831 = -234177.978500
  nChanged 7
		SP:Iteration 13Q (186472.140000 sec): 3 clusters
  Score: Raw -236689.265000 + Penalty 2509.005831 = -234180.259169
  nChanged 5
		SP:Iteration 14Q (186472.180000 sec): 3 clusters
  Score: Raw -236690.680484 + Penalty 2509.005831 = -234181.674653
  nChanged 5
		SP:Iteration 15Q (186472.220000 sec): 3 clusters
  Score: Raw -236691.840454 + Penalty 2509.005831 = -234182.834624
  nChanged 4
		SP:Iteration 16Q (186472.260000 sec): 3 clusters
  Score: Raw -236693.116152 + Penalty 2509.005831 = -234184.110321
  nChanged 2
		SP:Iteration 17Q (186472.310000 sec): 3 clusters
  Score: Raw -236693.483737 + Penalty 2509.005831 = -234184.477906
  nChanged 2
		SP:Iteration 18Q (186472.350000 sec): 3 clusters
  Score: Raw -236693.761214 + Penalty 2509.005831 = -234184.755384
  nChanged 2
		SP:Iteration 19Q (186472.390000 sec): 3 clusters
  Score: Raw -236694.832116 + Penalty 2509.005831 = -234185.826285
  nChanged 4
		SP:Iteration 20F (186472.440000 sec): 3 clusters
  Score: Raw -236697.065729 + Penalty 2509.005831 = -234188.059899
  nChanged 3
		SP:Iteration 21Q (186472.480000 sec): 3 clusters
  Score: Raw -236698.675011 + Penalty 2509.005831 = -234189.669181
  nChanged 3
		SP:Iteration 22Q (186472.520000 sec): 3 clusters
  Score: Raw -236699.711299 + Penalty 2509.005831 = -234190.705469
  nChanged 4
		SP:Iteration 23Q (186472.560000 sec): 3 clusters
  Score: Raw -236701.501814 + Penalty 2509.005831 = -234192.495984
  nChanged 3
		SP:Iteration 24Q (186472.610000 sec): 3 clusters
  Score: Raw -236702.960417 + Penalty 2509.005831 = -234193.954586
  nChanged 2
		SP:Iteration 25Q (186472.650000 sec): 3 clusters
  Score: Raw -236703.519840 + Penalty 2509.005831 = -234194.514010
  nChanged 1
		SP:Iteration 26Q (186472.690000 sec): 3 clusters
  Score: Raw -236703.792724 + Penalty 2509.005831 = -234194.786894
  nChanged 2
		SP:Iteration 27Q (186472.740000 sec): 3 clusters
  Score: Raw -236705.125224 + Penalty 2509.005831 = -234196.119393
  nChanged 1
		SP:Iteration 28Q (186472.780000 sec): 3 clusters
  Score: Raw -236705.650043 + Penalty 2509.005831 = -234196.644212
  nChanged 1
		SP:Iteration 29Q (186472.820000 sec): 3 clusters
  Score: Raw -236706.217940 + Penalty 2509.005831 = -234197.212109
  nChanged 0
		SP:Iteration 30F (186472.860000 sec): 3 clusters
  Score: Raw -236706.217940 + Penalty 2509.005831 = -234197.212109
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 91 (648 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (186472.910000 sec): 2 clusters
  Score: Raw -74846.469662 + Penalty 1052.007238 = -73794.462424
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (186472.920000 sec): 3 clusters
  Score: Raw -74711.018945 + Penalty 2104.014476 = -72607.004469
  nChanged 167
		SP:Iteration 1F (186472.940000 sec): 3 clusters
  Score: Raw -74925.385866 + Penalty 2104.014476 = -72821.371390
  nChanged 50
		SP:Iteration 2F (186472.950000 sec): 3 clusters
  Score: Raw -75024.613194 + Penalty 2104.014476 = -72920.598717
  nChanged 38
		SP:Iteration 3F (186472.960000 sec): 3 clusters
  Score: Raw -75097.255790 + Penalty 2104.014476 = -72993.241314
  nChanged 23
		SP:Iteration 4Q (186472.980000 sec): 3 clusters
  Score: Raw -75137.877141 + Penalty 2104.014476 = -73033.862664
  nChanged 15
		SP:Iteration 5Q (186472.990000 sec): 3 clusters
  Score: Raw -75163.330269 + Penalty 2104.014476 = -73059.315792
  nChanged 8
		SP:Iteration 6Q (186473.000000 sec): 3 clusters
  Score: Raw -75183.197528 + Penalty 2104.014476 = -73079.183052
  nChanged 7
		SP:Iteration 7Q (186473.020000 sec): 3 clusters
  Score: Raw -75202.366809 + Penalty 2104.014476 = -73098.352333
  nChanged 5
		SP:Iteration 8Q (186473.030000 sec): 3 clusters
  Score: Raw -75226.514456 + Penalty 2104.014476 = -73122.499980
  nChanged 9
		SP:Iteration 9Q (186473.040000 sec): 3 clusters
  Score: Raw -75251.316280 + Penalty 2104.014476 = -73147.301804
  nChanged 6
		SP:Iteration 10Q (186473.050000 sec): 3 clusters
  Score: Raw -75258.838776 + Penalty 2104.014476 = -73154.824299
  nChanged 3
		SP:Iteration 11Q (186473.060000 sec): 3 clusters
  Score: Raw -75263.023946 + Penalty 2104.014476 = -73159.009470
  nChanged 5
		SP:Iteration 12Q (186473.080000 sec): 3 clusters
  Score: Raw -75269.121991 + Penalty 2104.014476 = -73165.107515
  nChanged 4
		SP:Iteration 13Q (186473.090000 sec): 3 clusters
  Score: Raw -75273.688562 + Penalty 2104.014476 = -73169.674086
  nChanged 3
		SP:Iteration 14Q (186473.100000 sec): 3 clusters
  Score: Raw -75279.925090 + Penalty 2104.014476 = -73175.910614
  nChanged 1
		SP:Iteration 15Q (186473.120000 sec): 3 clusters
  Score: Raw -75280.818644 + Penalty 2104.014476 = -73176.804167
  nChanged 0
		SP:Iteration 16F (186473.130000 sec): 3 clusters
  Score: Raw -75280.818644 + Penalty 2104.014476 = -73176.804167
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 92 (7600 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (186473.230000 sec): 2 clusters
  Score: Raw -869611.846797 + Penalty 1452.084323 = -868159.762474
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (186473.370000 sec): 3 clusters
  Score: Raw -865449.226624 + Penalty 2904.168646 = -862545.057978
  nChanged 3249
		SP:Iteration 1F (186473.470000 sec): 3 clusters
  Score: Raw -867206.840943 + Penalty 2904.168646 = -864302.672297
  nChanged 527
		SP:Iteration 2F (186473.580000 sec): 3 clusters
  Score: Raw -867492.420562 + Penalty 2904.168646 = -864588.251916
  nChanged 453
		SP:Iteration 3F (186473.690000 sec): 3 clusters
  Score: Raw -867703.960215 + Penalty 2904.168646 = -864799.791569
  nChanged 383
		SP:Iteration 4F (186473.810000 sec): 3 clusters
  Score: Raw -867897.789721 + Penalty 2904.168646 = -864993.621075
  nChanged 377
		SP:Iteration 5Q (186473.920000 sec): 3 clusters
  Score: Raw -868115.245747 + Penalty 2904.168646 = -865211.077101
  nChanged 394
		SP:Iteration 6F (186474.030000 sec): 3 clusters
  Score: Raw -868340.585750 + Penalty 2904.168646 = -865436.417104
  nChanged 361
		SP:Iteration 7Q (186474.140000 sec): 3 clusters
  Score: Raw -868549.385123 + Penalty 2904.168646 = -865645.216477
  nChanged 307
		SP:Iteration 8Q (186474.250000 sec): 3 clusters
  Score: Raw -868722.760601 + Penalty 2904.168646 = -865818.591955
  nChanged 292
		SP:Iteration 9Q (186474.360000 sec): 3 clusters
  Score: Raw -868909.249013 + Penalty 2904.168646 = -866005.080367
  nChanged 261
		SP:Iteration 10Q (186474.470000 sec): 3 clusters
  Score: Raw -869097.473482 + Penalty 2904.168646 = -866193.304836
  nChanged 254
		SP:Iteration 11Q (186474.580000 sec): 3 clusters
  Score: Raw -869278.375266 + Penalty 2904.168646 = -866374.206620
  nChanged 184
		SP:Iteration 12Q (186474.690000 sec): 3 clusters
  Score: Raw -869409.469546 + Penalty 2904.168646 = -866505.300900
  nChanged 146
		SP:Iteration 13Q (186474.800000 sec): 3 clusters
  Score: Raw -869527.012177 + Penalty 2904.168646 = -866622.843531
  nChanged 126
		SP:Iteration 14Q (186474.910000 sec): 3 clusters
  Score: Raw -869632.441093 + Penalty 2904.168646 = -866728.272447
  nChanged 87
		SP:Iteration 15Q (186475.030000 sec): 3 clusters
  Score: Raw -869693.622326 + Penalty 2904.168646 = -866789.453680
  nChanged 69
		SP:Iteration 16Q (186475.150000 sec): 3 clusters
  Score: Raw -869745.623709 + Penalty 2904.168646 = -866841.455063
  nChanged 42
		SP:Iteration 17Q (186475.270000 sec): 3 clusters
  Score: Raw -869773.477684 + Penalty 2904.168646 = -866869.309038
  nChanged 28
		SP:Iteration 18Q (186475.380000 sec): 3 clusters
  Score: Raw -869791.089096 + Penalty 2904.168646 = -866886.920450
  nChanged 22
		SP:Iteration 19Q (186475.500000 sec): 3 clusters
  Score: Raw -869802.134252 + Penalty 2904.168646 = -866897.965606
  nChanged 8
		SP:Iteration 20F (186475.630000 sec): 3 clusters
  Score: Raw -869806.564320 + Penalty 2904.168646 = -866902.395674
  nChanged 8
		SP:Iteration 21Q (186475.750000 sec): 3 clusters
  Score: Raw -869812.981343 + Penalty 2904.168646 = -866908.812697
  nChanged 8
		SP:Iteration 22Q (186475.860000 sec): 3 clusters
  Score: Raw -869817.774181 + Penalty 2904.168646 = -866913.605535
  nChanged 9
		SP:Iteration 23Q (186475.980000 sec): 3 clusters
  Score: Raw -869823.762989 + Penalty 2904.168646 = -866919.594343
  nChanged 13
		SP:Iteration 24Q (186476.100000 sec): 3 clusters
  Score: Raw -869829.716574 + Penalty 2904.168646 = -866925.547928
  nChanged 5
		SP:Iteration 25Q (186476.220000 sec): 3 clusters
  Score: Raw -869832.011159 + Penalty 2904.168646 = -866927.842513
  nChanged 5
		SP:Iteration 26Q (186476.340000 sec): 3 clusters
  Score: Raw -869833.622575 + Penalty 2904.168646 = -866929.453929
  nChanged 1
		SP:Iteration 27Q (186476.460000 sec): 3 clusters
  Score: Raw -869834.409137 + Penalty 2904.168646 = -866930.240491
  nChanged 1
		SP:Iteration 28Q (186476.580000 sec): 3 clusters
  Score: Raw -869834.962862 + Penalty 2904.168646 = -866930.794216
  nChanged 1
		SP:Iteration 29Q (186476.690000 sec): 3 clusters
  Score: Raw -869836.054528 + Penalty 2904.168646 = -866931.885882
  nChanged 1
		SP:Iteration 30Q (186476.810000 sec): 3 clusters
  Score: Raw -869836.676610 + Penalty 2904.168646 = -866932.507964
  nChanged 1
		SP:Iteration 31Q (186476.930000 sec): 3 clusters
  Score: Raw -869837.699846 + Penalty 2904.168646 = -866933.531200
  nChanged 3
		SP:Iteration 32Q (186477.050000 sec): 3 clusters
  Score: Raw -869838.354843 + Penalty 2904.168646 = -866934.186197
  nChanged 1
		SP:Iteration 33Q (186477.160000 sec): 3 clusters
  Score: Raw -869839.077135 + Penalty 2904.168646 = -866934.908489
  nChanged 3
		SP:Iteration 34Q (186477.280000 sec): 3 clusters
  Score: Raw -869840.535814 + Penalty 2904.168646 = -866936.367168
  nChanged 4
		SP:Iteration 35Q (186477.400000 sec): 3 clusters
  Score: Raw -869842.716175 + Penalty 2904.168646 = -866938.547529
  nChanged 1
		SP:Iteration 36Q (186477.520000 sec): 3 clusters
  Score: Raw -869843.093978 + Penalty 2904.168646 = -866938.925332
  nChanged 0
		SP:Iteration 37F (186477.640000 sec): 3 clusters
  Score: Raw -869843.093978 + Penalty 2904.168646 = -866938.925332
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 93 (2795 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (186477.720000 sec): 2 clusters
  Score: Raw -323844.851546 + Penalty 1289.532950 = -322555.318595
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (186477.770000 sec): 3 clusters
  Score: Raw -322535.765439 + Penalty 2579.065900 = -319956.699538
  nChanged 1069
		SP:Iteration 1F (186477.830000 sec): 3 clusters
  Score: Raw -323236.031027 + Penalty 2579.065900 = -320656.965127
  nChanged 264
		SP:Iteration 2F (186477.880000 sec): 3 clusters
  Score: Raw -323459.816925 + Penalty 2579.065900 = -320880.751025
  nChanged 199
		SP:Iteration 3F (186477.930000 sec): 3 clusters
  Score: Raw -323621.909326 + Penalty 2579.065900 = -321042.843425
  nChanged 151
		SP:Iteration 4F (186477.980000 sec): 3 clusters
  Score: Raw -323733.233355 + Penalty 2579.065900 = -321154.167454
  nChanged 108
		SP:Iteration 5Q (186478.030000 sec): 3 clusters
  Score: Raw -323814.129370 + Penalty 2579.065900 = -321235.063470
  nChanged 95
		SP:Iteration 6Q (186478.080000 sec): 3 clusters
  Score: Raw -323884.978760 + Penalty 2579.065900 = -321305.912860
  nChanged 82
		SP:Iteration 7Q (186478.130000 sec): 3 clusters
  Score: Raw -323944.959967 + Penalty 2579.065900 = -321365.894066
  nChanged 68
		SP:Iteration 8Q (186478.180000 sec): 3 clusters
  Score: Raw -323991.837367 + Penalty 2579.065900 = -321412.771467
  nChanged 45
		SP:Iteration 9Q (186478.240000 sec): 3 clusters
  Score: Raw -324019.518286 + Penalty 2579.065900 = -321440.452385
  nChanged 43
		SP:Iteration 10Q (186478.280000 sec): 3 clusters
  Score: Raw -324041.891944 + Penalty 2579.065900 = -321462.826043
  nChanged 28
		SP:Iteration 11Q (186478.340000 sec): 3 clusters
  Score: Raw -324056.373147 + Penalty 2579.065900 = -321477.307247
  nChanged 15
		SP:Iteration 12Q (186478.380000 sec): 3 clusters
  Score: Raw -324063.994409 + Penalty 2579.065900 = -321484.928509
  nChanged 14
		SP:Iteration 13Q (186478.440000 sec): 3 clusters
  Score: Raw -324069.739820 + Penalty 2579.065900 = -321490.673920
  nChanged 9
		SP:Iteration 14Q (186478.480000 sec): 3 clusters
  Score: Raw -324073.706033 + Penalty 2579.065900 = -321494.640133
  nChanged 9
		SP:Iteration 15Q (186478.530000 sec): 3 clusters
  Score: Raw -324077.409768 + Penalty 2579.065900 = -321498.343867
  nChanged 10
		SP:Iteration 16Q (186478.580000 sec): 3 clusters
  Score: Raw -324081.045785 + Penalty 2579.065900 = -321501.979885
  nChanged 5
		SP:Iteration 17Q (186478.630000 sec): 3 clusters
  Score: Raw -324082.537714 + Penalty 2579.065900 = -321503.471814
  nChanged 2
		SP:Iteration 18Q (186478.680000 sec): 3 clusters
  Score: Raw -324082.868970 + Penalty 2579.065900 = -321503.803070
  nChanged 2
		SP:Iteration 19Q (186478.730000 sec): 3 clusters
  Score: Raw -324083.150973 + Penalty 2579.065900 = -321504.085073
  nChanged 0
		SP:Iteration 20F (186478.780000 sec): 3 clusters
  Score: Raw -324083.150973 + Penalty 2579.065900 = -321504.085073
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 94 (5372 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (186478.860000 sec): 2 clusters
  Score: Raw -636864.022180 + Penalty 1395.705278 = -635468.316902
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (186478.960000 sec): 3 clusters
  Score: Raw -634072.728560 + Penalty 2791.410556 = -631281.318004
  nChanged 2198
		SP:Iteration 1F (186479.060000 sec): 3 clusters
  Score: Raw -635258.322557 + Penalty 2791.410556 = -632466.912001
  nChanged 383
		SP:Iteration 2F (186479.150000 sec): 3 clusters
  Score: Raw -635446.591442 + Penalty 2791.410556 = -632655.180886
  nChanged 289
		SP:Iteration 3F (186479.240000 sec): 3 clusters
  Score: Raw -635564.439337 + Penalty 2791.410556 = -632773.028781
  nChanged 206
		SP:Iteration 4Q (186479.340000 sec): 3 clusters
  Score: Raw -635641.218674 + Penalty 2791.410556 = -632849.808118
  nChanged 161
		SP:Iteration 5Q (186479.430000 sec): 3 clusters
  Score: Raw -635712.566705 + Penalty 2791.410556 = -632921.156149
  nChanged 167
		SP:Iteration 6Q (186479.520000 sec): 3 clusters
  Score: Raw -635796.560020 + Penalty 2791.410556 = -633005.149464
  nChanged 181
		SP:Iteration 7Q (186479.620000 sec): 3 clusters
  Score: Raw -635908.042229 + Penalty 2791.410556 = -633116.631673
  nChanged 227
		SP:Iteration 8Q (186479.710000 sec): 3 clusters
  Score: Raw -636050.047185 + Penalty 2791.410556 = -633258.636629
  nChanged 236
		SP:Iteration 9Q (186479.800000 sec): 3 clusters
  Score: Raw -636241.990588 + Penalty 2791.410556 = -633450.580031
  nChanged 239
		SP:Iteration 10Q (186479.890000 sec): 3 clusters
  Score: Raw -636415.688635 + Penalty 2791.410556 = -633624.278078
  nChanged 225
		SP:Iteration 11Q (186479.990000 sec): 3 clusters
  Score: Raw -636561.436375 + Penalty 2791.410556 = -633770.025818
  nChanged 193
		SP:Iteration 12Q (186480.080000 sec): 3 clusters
  Score: Raw -636692.326965 + Penalty 2791.410556 = -633900.916408
  nChanged 167
		SP:Iteration 13Q (186480.180000 sec): 3 clusters
  Score: Raw -636795.682772 + Penalty 2791.410556 = -634004.272216
  nChanged 137
		SP:Iteration 14Q (186480.270000 sec): 3 clusters
  Score: Raw -636873.918783 + Penalty 2791.410556 = -634082.508227
  nChanged 129
		SP:Iteration 15Q (186480.360000 sec): 3 clusters
  Score: Raw -636939.727097 + Penalty 2791.410556 = -634148.316541
  nChanged 116
		SP:Iteration 16Q (186480.450000 sec): 3 clusters
  Score: Raw -636994.023154 + Penalty 2791.410556 = -634202.612597
  nChanged 89
		SP:Iteration 17Q (186480.540000 sec): 3 clusters
  Score: Raw -637037.994657 + Penalty 2791.410556 = -634246.584101
  nChanged 91
		SP:Iteration 18Q (186480.640000 sec): 3 clusters
  Score: Raw -637080.261126 + Penalty 2791.410556 = -634288.850570
  nChanged 74
		SP:Iteration 19Q (186480.720000 sec): 3 clusters
  Score: Raw -637106.358621 + Penalty 2791.410556 = -634314.948064
  nChanged 64
		SP:Iteration 20F (186480.820000 sec): 3 clusters
  Score: Raw -637133.668186 + Penalty 2791.410556 = -634342.257630
  nChanged 58
		SP:Iteration 21Q (186480.910000 sec): 3 clusters
  Score: Raw -637152.350810 + Penalty 2791.410556 = -634360.940254
  nChanged 43
		SP:Iteration 22Q (186481.000000 sec): 3 clusters
  Score: Raw -637166.276239 + Penalty 2791.410556 = -634374.865683
  nChanged 28
		SP:Iteration 23Q (186481.090000 sec): 3 clusters
  Score: Raw -637175.184483 + Penalty 2791.410556 = -634383.773927
  nChanged 29
		SP:Iteration 24Q (186481.180000 sec): 3 clusters
  Score: Raw -637185.697271 + Penalty 2791.410556 = -634394.286714
  nChanged 23
		SP:Iteration 25Q (186481.270000 sec): 3 clusters
  Score: Raw -637193.676775 + Penalty 2791.410556 = -634402.266218
  nChanged 26
		SP:Iteration 26Q (186481.360000 sec): 3 clusters
  Score: Raw -637200.654158 + Penalty 2791.410556 = -634409.243602
  nChanged 24
		SP:Iteration 27Q (186481.450000 sec): 3 clusters
  Score: Raw -637206.372962 + Penalty 2791.410556 = -634414.962406
  nChanged 17
		SP:Iteration 28Q (186481.540000 sec): 3 clusters
  Score: Raw -637210.803070 + Penalty 2791.410556 = -634419.392514
  nChanged 16
		SP:Iteration 29Q (186481.630000 sec): 3 clusters
  Score: Raw -637214.930771 + Penalty 2791.410556 = -634423.520214
  nChanged 11
		SP:Iteration 30Q (186481.720000 sec): 3 clusters
  Score: Raw -637216.820578 + Penalty 2791.410556 = -634425.410021
  nChanged 9
		SP:Iteration 31Q (186481.810000 sec): 3 clusters
  Score: Raw -637218.560945 + Penalty 2791.410556 = -634427.150388
  nChanged 7
		SP:Iteration 32Q (186481.900000 sec): 3 clusters
  Score: Raw -637219.850579 + Penalty 2791.410556 = -634428.440023
  nChanged 2
		SP:Iteration 33Q (186481.990000 sec): 3 clusters
  Score: Raw -637220.221986 + Penalty 2791.410556 = -634428.811430
  nChanged 2
		SP:Iteration 34Q (186482.080000 sec): 3 clusters
  Score: Raw -637220.586329 + Penalty 2791.410556 = -634429.175773
  nChanged 4
		SP:Iteration 35Q (186482.170000 sec): 3 clusters
  Score: Raw -637221.307249 + Penalty 2791.410556 = -634429.896693
  nChanged 2
		SP:Iteration 36Q (186482.260000 sec): 3 clusters
  Score: Raw -637221.557946 + Penalty 2791.410556 = -634430.147389
  nChanged 1
		SP:Iteration 37Q (186482.350000 sec): 3 clusters
  Score: Raw -637221.783664 + Penalty 2791.410556 = -634430.373108
  nChanged 3
		SP:Iteration 38Q (186482.440000 sec): 3 clusters
  Score: Raw -637222.210105 + Penalty 2791.410556 = -634430.799549
  nChanged 1
		SP:Iteration 39Q (186482.530000 sec): 3 clusters
  Score: Raw -637222.664958 + Penalty 2791.410556 = -634431.254402
  nChanged 5
		SP:Iteration 40F (186482.620000 sec): 3 clusters
  Score: Raw -637223.692416 + Penalty 2791.410556 = -634432.281860
  nChanged 2
		SP:Iteration 41Q (186482.710000 sec): 3 clusters
  Score: Raw -637224.173349 + Penalty 2791.410556 = -634432.762793
  nChanged 2
		SP:Iteration 42Q (186482.800000 sec): 3 clusters
  Score: Raw -637224.443895 + Penalty 2791.410556 = -634433.033339
  nChanged 3
		SP:Iteration 43Q (186482.890000 sec): 3 clusters
  Score: Raw -637225.078142 + Penalty 2791.410556 = -634433.667586
  nChanged 4
		SP:Iteration 44Q (186482.980000 sec): 3 clusters
  Score: Raw -637225.559586 + Penalty 2791.410556 = -634434.149030
  nChanged 1
		SP:Iteration 45Q (186483.070000 sec): 3 clusters
  Score: Raw -637225.803273 + Penalty 2791.410556 = -634434.392717
  nChanged 0
		SP:Iteration 46F (186483.160000 sec): 3 clusters
  Score: Raw -637225.803273 + Penalty 2791.410556 = -634434.392717
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 95 (908 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (186483.220000 sec): 2 clusters
  Score: Raw -104874.166593 + Penalty 1106.827212 = -103767.339382
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (186483.240000 sec): 3 clusters
  Score: Raw -104672.052204 + Penalty 2213.654423 = -102458.397781
  nChanged 278
		SP:Iteration 1F (186483.250000 sec): 3 clusters
  Score: Raw -104993.508820 + Penalty 2213.654423 = -102779.854397
  nChanged 79
		SP:Iteration 2F (186483.270000 sec): 3 clusters
  Score: Raw -105136.718577 + Penalty 2213.654423 = -102923.064154
  nChanged 69
		SP:Iteration 3F (186483.290000 sec): 3 clusters
  Score: Raw -105226.875947 + Penalty 2213.654423 = -103013.221524
  nChanged 43
		SP:Iteration 4Q (186483.310000 sec): 3 clusters
  Score: Raw -105285.705952 + Penalty 2213.654423 = -103072.051529
  nChanged 18
		SP:Iteration 5Q (186483.330000 sec): 3 clusters
  Score: Raw -105312.989637 + Penalty 2213.654423 = -103099.335214
  nChanged 15
		SP:Iteration 6Q (186483.340000 sec): 3 clusters
  Score: Raw -105330.011547 + Penalty 2213.654423 = -103116.357124
  nChanged 11
		SP:Iteration 7Q (186483.360000 sec): 3 clusters
  Score: Raw -105345.528287 + Penalty 2213.654423 = -103131.873864
  nChanged 6
		SP:Iteration 8Q (186483.380000 sec): 3 clusters
  Score: Raw -105351.634992 + Penalty 2213.654423 = -103137.980569
  nChanged 1
		SP:Iteration 9Q (186483.400000 sec): 3 clusters
  Score: Raw -105352.966199 + Penalty 2213.654423 = -103139.311776
  nChanged 1
		SP:Iteration 10Q (186483.420000 sec): 3 clusters
  Score: Raw -105354.640020 + Penalty 2213.654423 = -103140.985597
  nChanged 1
		SP:Iteration 11Q (186483.440000 sec): 3 clusters
  Score: Raw -105355.279432 + Penalty 2213.654423 = -103141.625009
  nChanged 1
		SP:Iteration 12Q (186483.450000 sec): 3 clusters
  Score: Raw -105357.062856 + Penalty 2213.654423 = -103143.408433
  nChanged 1
		SP:Iteration 13Q (186483.470000 sec): 3 clusters
  Score: Raw -105357.601163 + Penalty 2213.654423 = -103143.946740
  nChanged 1
		SP:Iteration 14Q (186483.490000 sec): 3 clusters
  Score: Raw -105358.391020 + Penalty 2213.654423 = -103144.736597
  nChanged 0
		SP:Iteration 15F (186483.510000 sec): 3 clusters
  Score: Raw -105358.391020 + Penalty 2213.654423 = -103144.736597
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 96 (13800 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (186483.650000 sec): 2 clusters
  Score: Raw -1659656.653696 + Penalty 1549.018879 = -1658107.634817
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (186483.860000 sec): 3 clusters
  Score: Raw -1651616.330247 + Penalty 3098.037758 = -1648518.292489
  nChanged 6087
		SP:Iteration 1F (186484.060000 sec): 3 clusters
  Score: Raw -1655025.083507 + Penalty 3098.037758 = -1651927.045749
  nChanged 901
		SP:Iteration 2F (186484.240000 sec): 3 clusters
  Score: Raw -1655508.249953 + Penalty 3098.037758 = -1652410.212195
  nChanged 871
		SP:Iteration 3F (186484.460000 sec): 3 clusters
  Score: Raw -1656045.724052 + Penalty 3098.037758 = -1652947.686293
  nChanged 898
		SP:Iteration 4F (186484.630000 sec): 3 clusters
  Score: Raw -1656604.507043 + Penalty 3098.037758 = -1653506.469285
  nChanged 895
		SP:Iteration 5F (186484.830000 sec): 3 clusters
  Score: Raw -1657156.421928 + Penalty 3098.037758 = -1654058.384170
  nChanged 789
		SP:Iteration 6F (186485.020000 sec): 3 clusters
  Score: Raw -1657598.795928 + Penalty 3098.037758 = -1654500.758170
  nChanged 681
		SP:Iteration 7Q (186485.200000 sec): 3 clusters
  Score: Raw -1657944.205664 + Penalty 3098.037758 = -1654846.167905
  nChanged 556
		SP:Iteration 8Q (186485.410000 sec): 3 clusters
  Score: Raw -1658211.991203 + Penalty 3098.037758 = -1655113.953445
  nChanged 494
		SP:Iteration 9Q (186485.630000 sec): 3 clusters
  Score: Raw -1658445.641882 + Penalty 3098.037758 = -1655347.604123
  nChanged 412
		SP:Iteration 10Q (186485.810000 sec): 3 clusters
  Score: Raw -1658623.964813 + Penalty 3098.037758 = -1655525.927055
  nChanged 369
		SP:Iteration 11Q (186485.990000 sec): 3 clusters
  Score: Raw -1658789.765874 + Penalty 3098.037758 = -1655691.728116
  nChanged 348
		SP:Iteration 12Q (186486.180000 sec): 3 clusters
  Score: Raw -1658957.848657 + Penalty 3098.037758 = -1655859.810899
  nChanged 335
		SP:Iteration 13Q (186486.390000 sec): 3 clusters
  Score: Raw -1659124.059764 + Penalty 3098.037758 = -1656026.022006
  nChanged 316
		SP:Iteration 14Q (186486.570000 sec): 3 clusters
  Score: Raw -1659289.744028 + Penalty 3098.037758 = -1656191.706270
  nChanged 283
		SP:Iteration 15Q (186486.780000 sec): 3 clusters
  Score: Raw -1659431.445324 + Penalty 3098.037758 = -1656333.407566
  nChanged 291
		SP:Iteration 16Q (186486.960000 sec): 3 clusters
  Score: Raw -1659583.755445 + Penalty 3098.037758 = -1656485.717687
  nChanged 266
		SP:Iteration 17Q (186487.140000 sec): 3 clusters
  Score: Raw -1659744.669593 + Penalty 3098.037758 = -1656646.631835
  nChanged 252
		SP:Iteration 18Q (186487.330000 sec): 3 clusters
  Score: Raw -1659875.571984 + Penalty 3098.037758 = -1656777.534226
  nChanged 206
		SP:Iteration 19Q (186487.530000 sec): 3 clusters
  Score: Raw -1659977.473486 + Penalty 3098.037758 = -1656879.435728
  nChanged 179
		SP:Iteration 20F (186487.710000 sec): 3 clusters
  Score: Raw -1660074.419678 + Penalty 3098.037758 = -1656976.381920
  nChanged 164
		SP:Iteration 21Q (186487.890000 sec): 3 clusters
  Score: Raw -1660159.983249 + Penalty 3098.037758 = -1657061.945490
  nChanged 130
		SP:Iteration 22Q (186488.070000 sec): 3 clusters
  Score: Raw -1660213.820162 + Penalty 3098.037758 = -1657115.782404
  nChanged 103
		SP:Iteration 23Q (186488.270000 sec): 3 clusters
  Score: Raw -1660251.812352 + Penalty 3098.037758 = -1657153.774594
  nChanged 76
		SP:Iteration 24Q (186488.440000 sec): 3 clusters
  Score: Raw -1660275.902755 + Penalty 3098.037758 = -1657177.864997
  nChanged 62
		SP:Iteration 25Q (186488.610000 sec): 3 clusters
  Score: Raw -1660292.785868 + Penalty 3098.037758 = -1657194.748110
  nChanged 43
		SP:Iteration 26Q (186488.790000 sec): 3 clusters
  Score: Raw -1660306.016004 + Penalty 3098.037758 = -1657207.978246
  nChanged 31
		SP:Iteration 27Q (186488.990000 sec): 3 clusters
  Score: Raw -1660313.596945 + Penalty 3098.037758 = -1657215.559187
  nChanged 27
		SP:Iteration 28Q (186489.160000 sec): 3 clusters
  Score: Raw -1660319.360884 + Penalty 3098.037758 = -1657221.323126
  nChanged 27
		SP:Iteration 29Q (186489.330000 sec): 3 clusters
  Score: Raw -1660325.274737 + Penalty 3098.037758 = -1657227.236979
  nChanged 25
		SP:Iteration 30Q (186489.540000 sec): 3 clusters
  Score: Raw -1660329.360964 + Penalty 3098.037758 = -1657231.323206
  nChanged 20
		SP:Iteration 31Q (186489.750000 sec): 3 clusters
  Score: Raw -1660332.467267 + Penalty 3098.037758 = -1657234.429509
  nChanged 13
		SP:Iteration 32Q (186489.950000 sec): 3 clusters
  Score: Raw -1660334.887797 + Penalty 3098.037758 = -1657236.850039
  nChanged 14
		SP:Iteration 33Q (186490.120000 sec): 3 clusters
  Score: Raw -1660338.560329 + Penalty 3098.037758 = -1657240.522571
  nChanged 19
		SP:Iteration 34Q (186490.290000 sec): 3 clusters
  Score: Raw -1660343.884078 + Penalty 3098.037758 = -1657245.846320
  nChanged 25
		SP:Iteration 35Q (186490.480000 sec): 3 clusters
  Score: Raw -1660351.473115 + Penalty 3098.037758 = -1657253.435357
  nChanged 27
		SP:Iteration 36Q (186490.650000 sec): 3 clusters
  Score: Raw -1660359.936289 + Penalty 3098.037758 = -1657261.898531
  nChanged 29
		SP:Iteration 37Q (186490.820000 sec): 3 clusters
  Score: Raw -1660367.328529 + Penalty 3098.037758 = -1657269.290771
  nChanged 21
		SP:Iteration 38Q (186490.990000 sec): 3 clusters
  Score: Raw -1660372.731139 + Penalty 3098.037758 = -1657274.693381
  nChanged 17
		SP:Iteration 39Q (186491.190000 sec): 3 clusters
  Score: Raw -1660376.362580 + Penalty 3098.037758 = -1657278.324822
  nChanged 13
		SP:Iteration 40F (186491.370000 sec): 3 clusters
  Score: Raw -1660379.125343 + Penalty 3098.037758 = -1657281.087585
  nChanged 13
		SP:Iteration 41Q (186491.550000 sec): 3 clusters
  Score: Raw -1660381.871921 + Penalty 3098.037758 = -1657283.834163
  nChanged 11
		SP:Iteration 42Q (186491.750000 sec): 3 clusters
  Score: Raw -1660384.180452 + Penalty 3098.037758 = -1657286.142694
  nChanged 12
		SP:Iteration 43Q (186491.950000 sec): 3 clusters
  Score: Raw -1660386.230294 + Penalty 3098.037758 = -1657288.192536
  nChanged 10
		SP:Iteration 44Q (186492.140000 sec): 3 clusters
  Score: Raw -1660388.111180 + Penalty 3098.037758 = -1657290.073421
  nChanged 5
		SP:Iteration 45Q (186492.310000 sec): 3 clusters
  Score: Raw -1660388.956096 + Penalty 3098.037758 = -1657290.918338
  nChanged 6
		SP:Iteration 46Q (186492.500000 sec): 3 clusters
  Score: Raw -1660389.600627 + Penalty 3098.037758 = -1657291.562869
  nChanged 2
		SP:Iteration 47Q (186492.660000 sec): 3 clusters
  Score: Raw -1660389.864747 + Penalty 3098.037758 = -1657291.826989
  nChanged 2
		SP:Iteration 48Q (186492.840000 sec): 3 clusters
  Score: Raw -1660389.951504 + Penalty 3098.037758 = -1657291.913746
  nChanged 0
		SP:Iteration 49F (186493.020000 sec): 3 clusters
  Score: Raw -1660389.951504 + Penalty 3098.037758 = -1657291.913746
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 97 (4256 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (186493.120000 sec): 2 clusters
  Score: Raw -475775.896241 + Penalty 1357.863818 = -474418.032424
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (186493.210000 sec): 3 clusters
  Score: Raw -473636.755924 + Penalty 2715.727635 = -470921.028289
  nChanged 1705
		SP:Iteration 1F (186493.290000 sec): 3 clusters
  Score: Raw -474669.068651 + Penalty 2715.727635 = -471953.341016
  nChanged 363
		SP:Iteration 2F (186493.360000 sec): 3 clusters
  Score: Raw -474913.579182 + Penalty 2715.727635 = -472197.851546
  nChanged 265
		SP:Iteration 3F (186493.440000 sec): 3 clusters
  Score: Raw -475092.905995 + Penalty 2715.727635 = -472377.178360
  nChanged 227
		SP:Iteration 4F (186493.520000 sec): 3 clusters
  Score: Raw -475256.355464 + Penalty 2715.727635 = -472540.627829
  nChanged 202
		SP:Iteration 5Q (186493.590000 sec): 3 clusters
  Score: Raw -475429.714264 + Penalty 2715.727635 = -472713.986629
  nChanged 209
		SP:Iteration 6Q (186493.670000 sec): 3 clusters
  Score: Raw -475628.372740 + Penalty 2715.727635 = -472912.645105
  nChanged 203
		SP:Iteration 7Q (186493.750000 sec): 3 clusters
  Score: Raw -475825.896724 + Penalty 2715.727635 = -473110.169089
  nChanged 212
		SP:Iteration 8Q (186493.820000 sec): 3 clusters
  Score: Raw -476048.089271 + Penalty 2715.727635 = -473332.361636
  nChanged 188
		SP:Iteration 9Q (186493.900000 sec): 3 clusters
  Score: Raw -476233.633665 + Penalty 2715.727635 = -473517.906030
  nChanged 155
		SP:Iteration 10Q (186493.980000 sec): 3 clusters
  Score: Raw -476398.046034 + Penalty 2715.727635 = -473682.318399
  nChanged 149
		SP:Iteration 11Q (186494.050000 sec): 3 clusters
  Score: Raw -476591.328153 + Penalty 2715.727635 = -473875.600517
  nChanged 134
		SP:Iteration 12Q (186494.120000 sec): 3 clusters
  Score: Raw -476757.470769 + Penalty 2715.727635 = -474041.743134
  nChanged 80
		SP:Iteration 13Q (186494.200000 sec): 3 clusters
  Score: Raw -476809.040061 + Penalty 2715.727635 = -474093.312425
  nChanged 48
		SP:Iteration 14Q (186494.270000 sec): 3 clusters
  Score: Raw -476831.421011 + Penalty 2715.727635 = -474115.693376
  nChanged 19
		SP:Iteration 15Q (186494.340000 sec): 3 clusters
  Score: Raw -476839.626592 + Penalty 2715.727635 = -474123.898957
  nChanged 17
		SP:Iteration 16Q (186494.420000 sec): 3 clusters
  Score: Raw -476845.362789 + Penalty 2715.727635 = -474129.635154
  nChanged 16
		SP:Iteration 17Q (186494.490000 sec): 3 clusters
  Score: Raw -476850.797060 + Penalty 2715.727635 = -474135.069425
  nChanged 9
		SP:Iteration 18Q (186494.570000 sec): 3 clusters
  Score: Raw -476855.231008 + Penalty 2715.727635 = -474139.503373
  nChanged 10
		SP:Iteration 19Q (186494.640000 sec): 3 clusters
  Score: Raw -476858.442398 + Penalty 2715.727635 = -474142.714763
  nChanged 14
		SP:Iteration 20F (186494.720000 sec): 3 clusters
  Score: Raw -476863.132092 + Penalty 2715.727635 = -474147.404457
  nChanged 8
		SP:Iteration 21Q (186494.790000 sec): 3 clusters
  Score: Raw -476865.095697 + Penalty 2715.727635 = -474149.368062
  nChanged 6
		SP:Iteration 22Q (186494.860000 sec): 3 clusters
  Score: Raw -476866.812229 + Penalty 2715.727635 = -474151.084594
  nChanged 4
		SP:Iteration 23Q (186494.940000 sec): 3 clusters
  Score: Raw -476868.023574 + Penalty 2715.727635 = -474152.295939
  nChanged 4
		SP:Iteration 24Q (186495.010000 sec): 3 clusters
  Score: Raw -476869.026603 + Penalty 2715.727635 = -474153.298968
  nChanged 2
		SP:Iteration 25Q (186495.080000 sec): 3 clusters
  Score: Raw -476869.528163 + Penalty 2715.727635 = -474153.800528
  nChanged 2
		SP:Iteration 26Q (186495.160000 sec): 3 clusters
  Score: Raw -476869.751382 + Penalty 2715.727635 = -474154.023747
  nChanged 0
		SP:Iteration 27F (186495.230000 sec): 3 clusters
  Score: Raw -476869.751382 + Penalty 2715.727635 = -474154.023747
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 98 (7172 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (186495.320000 sec): 2 clusters
  Score: Raw -849054.524182 + Penalty 1442.665223 = -847611.858959
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (186495.450000 sec): 3 clusters
  Score: Raw -845142.491445 + Penalty 2885.330446 = -842257.160999
  nChanged 2971
		SP:Iteration 1F (186495.560000 sec): 3 clusters
  Score: Raw -846885.585401 + Penalty 2885.330446 = -844000.254955
  nChanged 515
		SP:Iteration 2F (186495.670000 sec): 3 clusters
  Score: Raw -847183.523816 + Penalty 2885.330446 = -844298.193370
  nChanged 438
		SP:Iteration 3F (186495.770000 sec): 3 clusters
  Score: Raw -847493.060121 + Penalty 2885.330446 = -844607.729675
  nChanged 439
		SP:Iteration 4F (186495.890000 sec): 3 clusters
  Score: Raw -847807.698932 + Penalty 2885.330446 = -844922.368486
  nChanged 410
		SP:Iteration 5F (186496.010000 sec): 3 clusters
  Score: Raw -848129.389514 + Penalty 2885.330446 = -845244.059068
  nChanged 404
		SP:Iteration 6F (186496.130000 sec): 3 clusters
  Score: Raw -848420.738257 + Penalty 2885.330446 = -845535.407811
  nChanged 351
		SP:Iteration 7Q (186496.250000 sec): 3 clusters
  Score: Raw -848669.340427 + Penalty 2885.330446 = -845784.009981
  nChanged 331
		SP:Iteration 8Q (186496.380000 sec): 3 clusters
  Score: Raw -848903.526896 + Penalty 2885.330446 = -846018.196450
  nChanged 281
		SP:Iteration 9Q (186496.500000 sec): 3 clusters
  Score: Raw -849116.538047 + Penalty 2885.330446 = -846231.207601
  nChanged 237
		SP:Iteration 10Q (186496.620000 sec): 3 clusters
  Score: Raw -849277.111182 + Penalty 2885.330446 = -846391.780735
  nChanged 178
		SP:Iteration 11Q (186496.730000 sec): 3 clusters
  Score: Raw -849394.521553 + Penalty 2885.330446 = -846509.191106
  nChanged 140
		SP:Iteration 12Q (186496.850000 sec): 3 clusters
  Score: Raw -849484.361819 + Penalty 2885.330446 = -846599.031373
  nChanged 105
		SP:Iteration 13Q (186496.970000 sec): 3 clusters
  Score: Raw -849540.693620 + Penalty 2885.330446 = -846655.363173
  nChanged 71
		SP:Iteration 14Q (186497.090000 sec): 3 clusters
  Score: Raw -849576.287710 + Penalty 2885.330446 = -846690.957264
  nChanged 60
		SP:Iteration 15Q (186497.200000 sec): 3 clusters
  Score: Raw -849601.312693 + Penalty 2885.330446 = -846715.982247
  nChanged 56
		SP:Iteration 16Q (186497.320000 sec): 3 clusters
  Score: Raw -849620.629335 + Penalty 2885.330446 = -846735.298888
  nChanged 40
		SP:Iteration 17Q (186497.440000 sec): 3 clusters
  Score: Raw -849634.046954 + Penalty 2885.330446 = -846748.716508
  nChanged 31
		SP:Iteration 18Q (186497.550000 sec): 3 clusters
  Score: Raw -849642.601101 + Penalty 2885.330446 = -846757.270655
  nChanged 18
		SP:Iteration 19Q (186497.670000 sec): 3 clusters
  Score: Raw -849646.793171 + Penalty 2885.330446 = -846761.462724
  nChanged 18
		SP:Iteration 20F (186497.790000 sec): 3 clusters
  Score: Raw -849651.323064 + Penalty 2885.330446 = -846765.992617
  nChanged 16
		SP:Iteration 21Q (186497.910000 sec): 3 clusters
  Score: Raw -849655.265547 + Penalty 2885.330446 = -846769.935101
  nChanged 12
		SP:Iteration 22Q (186498.020000 sec): 3 clusters
  Score: Raw -849658.161658 + Penalty 2885.330446 = -846772.831212
  nChanged 9
		SP:Iteration 23Q (186498.140000 sec): 3 clusters
  Score: Raw -849660.562894 + Penalty 2885.330446 = -846775.232447
  nChanged 9
		SP:Iteration 24Q (186498.250000 sec): 3 clusters
  Score: Raw -849663.186001 + Penalty 2885.330446 = -846777.855555
  nChanged 14
		SP:Iteration 25Q (186498.370000 sec): 3 clusters
  Score: Raw -849667.321811 + Penalty 2885.330446 = -846781.991365
  nChanged 13
		SP:Iteration 26Q (186498.480000 sec): 3 clusters
  Score: Raw -849670.370161 + Penalty 2885.330446 = -846785.039715
  nChanged 10
		SP:Iteration 27Q (186498.600000 sec): 3 clusters
  Score: Raw -849673.884670 + Penalty 2885.330446 = -846788.554224
  nChanged 14
		SP:Iteration 28Q (186498.720000 sec): 3 clusters
  Score: Raw -849677.781503 + Penalty 2885.330446 = -846792.451057
  nChanged 19
		SP:Iteration 29Q (186498.840000 sec): 3 clusters
  Score: Raw -849682.478094 + Penalty 2885.330446 = -846797.147648
  nChanged 17
		SP:Iteration 30Q (186498.950000 sec): 3 clusters
  Score: Raw -849686.721396 + Penalty 2885.330446 = -846801.390949
  nChanged 13
		SP:Iteration 31Q (186499.070000 sec): 3 clusters
  Score: Raw -849690.508351 + Penalty 2885.330446 = -846805.177905
  nChanged 19
		SP:Iteration 32Q (186499.180000 sec): 3 clusters
  Score: Raw -849696.936873 + Penalty 2885.330446 = -846811.606427
  nChanged 16
		SP:Iteration 33Q (186499.300000 sec): 3 clusters
  Score: Raw -849701.519711 + Penalty 2885.330446 = -846816.189264
  nChanged 17
		SP:Iteration 34Q (186499.410000 sec): 3 clusters
  Score: Raw -849706.791619 + Penalty 2885.330446 = -846821.461173
  nChanged 13
		SP:Iteration 35Q (186499.530000 sec): 3 clusters
  Score: Raw -849709.954974 + Penalty 2885.330446 = -846824.624528
  nChanged 5
		SP:Iteration 36Q (186499.640000 sec): 3 clusters
  Score: Raw -849710.874592 + Penalty 2885.330446 = -846825.544145
  nChanged 5
		SP:Iteration 37Q (186499.750000 sec): 3 clusters
  Score: Raw -849711.930306 + Penalty 2885.330446 = -846826.599860
  nChanged 6
		SP:Iteration 38Q (186499.870000 sec): 3 clusters
  Score: Raw -849713.100096 + Penalty 2885.330446 = -846827.769649
  nChanged 2
		SP:Iteration 39Q (186499.980000 sec): 3 clusters
  Score: Raw -849713.347225 + Penalty 2885.330446 = -846828.016779
  nChanged 1
		SP:Iteration 40F (186500.100000 sec): 3 clusters
  Score: Raw -849713.437067 + Penalty 2885.330446 = -846828.106621
  nChanged 1
		SP:Iteration 41Q (186500.210000 sec): 3 clusters
  Score: Raw -849713.562810 + Penalty 2885.330446 = -846828.232364
  nChanged 0
		SP:Iteration 42F (186500.330000 sec): 3 clusters
  Score: Raw -849713.562810 + Penalty 2885.330446 = -846828.232364
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 99 (2129 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (186500.410000 sec): 2 clusters
  Score: Raw -244942.810409 + Penalty 1245.303746 = -243697.506664
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (186500.450000 sec): 3 clusters
  Score: Raw -244007.422853 + Penalty 2490.607491 = -241516.815362
  nChanged 788
		SP:Iteration 1F (186500.490000 sec): 3 clusters
  Score: Raw -244674.111234 + Penalty 2490.607491 = -242183.503742
  nChanged 213
		SP:Iteration 2F (186500.530000 sec): 3 clusters
  Score: Raw -244963.758832 + Penalty 2490.607491 = -242473.151341
  nChanged 150
		SP:Iteration 3F (186500.570000 sec): 3 clusters
  Score: Raw -245140.710699 + Penalty 2490.607491 = -242650.103208
  nChanged 126
		SP:Iteration 4F (186500.610000 sec): 3 clusters
  Score: Raw -245257.151803 + Penalty 2490.607491 = -242766.544312
  nChanged 81
		SP:Iteration 5Q (186500.650000 sec): 3 clusters
  Score: Raw -245345.499465 + Penalty 2490.607491 = -242854.891974
  nChanged 77
		SP:Iteration 6Q (186500.690000 sec): 3 clusters
  Score: Raw -245442.871832 + Penalty 2490.607491 = -242952.264341
  nChanged 60
		SP:Iteration 7Q (186500.720000 sec): 3 clusters
  Score: Raw -245531.836886 + Penalty 2490.607491 = -243041.229395
  nChanged 69
		SP:Iteration 8Q (186500.760000 sec): 3 clusters
  Score: Raw -245630.566720 + Penalty 2490.607491 = -243139.959229
  nChanged 68
		SP:Iteration 9Q (186500.800000 sec): 3 clusters
  Score: Raw -245728.488373 + Penalty 2490.607491 = -243237.880882
  nChanged 54
		SP:Iteration 10Q (186500.830000 sec): 3 clusters
  Score: Raw -245792.566652 + Penalty 2490.607491 = -243301.959161
  nChanged 43
		SP:Iteration 11Q (186500.870000 sec): 3 clusters
  Score: Raw -245842.993353 + Penalty 2490.607491 = -243352.385862
  nChanged 34
		SP:Iteration 12Q (186500.910000 sec): 3 clusters
  Score: Raw -245893.405831 + Penalty 2490.607491 = -243402.798340
  nChanged 35
		SP:Iteration 13Q (186500.950000 sec): 3 clusters
  Score: Raw -245940.156277 + Penalty 2490.607491 = -243449.548786
  nChanged 28
		SP:Iteration 14Q (186500.990000 sec): 3 clusters
  Score: Raw -245977.254202 + Penalty 2490.607491 = -243486.646711
  nChanged 27
		SP:Iteration 15Q (186501.020000 sec): 3 clusters
  Score: Raw -246020.251878 + Penalty 2490.607491 = -243529.644387
  nChanged 29
		SP:Iteration 16Q (186501.060000 sec): 3 clusters
  Score: Raw -246055.361371 + Penalty 2490.607491 = -243564.753880
  nChanged 24
		SP:Iteration 17Q (186501.090000 sec): 3 clusters
  Score: Raw -246085.988215 + Penalty 2490.607491 = -243595.380724
  nChanged 16
		SP:Iteration 18Q (186501.130000 sec): 3 clusters
  Score: Raw -246099.078147 + Penalty 2490.607491 = -243608.470655
  nChanged 7
		SP:Iteration 19Q (186501.170000 sec): 3 clusters
  Score: Raw -246106.904161 + Penalty 2490.607491 = -243616.296670
  nChanged 6
		SP:Iteration 20F (186501.210000 sec): 3 clusters
  Score: Raw -246110.536506 + Penalty 2490.607491 = -243619.929015
  nChanged 2
		SP:Iteration 21Q (186501.250000 sec): 3 clusters
  Score: Raw -246110.919591 + Penalty 2490.607491 = -243620.312100
  nChanged 3
		SP:Iteration 22Q (186501.280000 sec): 3 clusters
  Score: Raw -246112.042628 + Penalty 2490.607491 = -243621.435137
  nChanged 2
		SP:Iteration 23Q (186501.320000 sec): 3 clusters
  Score: Raw -246113.652749 + Penalty 2490.607491 = -243623.045258
  nChanged 0
		SP:Iteration 24F (186501.360000 sec): 3 clusters
  Score: Raw -246113.652749 + Penalty 2490.607491 = -243623.045258
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 100 (3429 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (186501.430000 sec): 2 clusters
  Score: Raw -366693.039331 + Penalty 1322.753892 = -365370.285439
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (186501.490000 sec): 3 clusters
  Score: Raw -365050.085076 + Penalty 2645.507785 = -362404.577291
  nChanged 1312
		SP:Iteration 1F (186501.560000 sec): 3 clusters
  Score: Raw -365947.903958 + Penalty 2645.507785 = -363302.396174
  nChanged 331
		SP:Iteration 2F (186501.620000 sec): 3 clusters
  Score: Raw -366347.529516 + Penalty 2645.507785 = -363702.021732
  nChanged 285
		SP:Iteration 3F (186501.690000 sec): 3 clusters
  Score: Raw -366675.330137 + Penalty 2645.507785 = -364029.822352
  nChanged 243
		SP:Iteration 4F (186501.750000 sec): 3 clusters
  Score: Raw -366925.026625 + Penalty 2645.507785 = -364279.518841
  nChanged 208
		SP:Iteration 5F (186501.810000 sec): 3 clusters
  Score: Raw -367098.207707 + Penalty 2645.507785 = -364452.699923
  nChanged 144
		SP:Iteration 6Q (186501.870000 sec): 3 clusters
  Score: Raw -367204.360553 + Penalty 2645.507785 = -364558.852769
  nChanged 115
		SP:Iteration 7Q (186501.930000 sec): 3 clusters
  Score: Raw -367295.522017 + Penalty 2645.507785 = -364650.014232
  nChanged 95
		SP:Iteration 8Q (186501.990000 sec): 3 clusters
  Score: Raw -367366.373832 + Penalty 2645.507785 = -364720.866047
  nChanged 81
		SP:Iteration 9Q (186502.050000 sec): 3 clusters
  Score: Raw -367421.457235 + Penalty 2645.507785 = -364775.949450
  nChanged 47
		SP:Iteration 10Q (186502.110000 sec): 3 clusters
  Score: Raw -367451.869796 + Penalty 2645.507785 = -364806.362011
  nChanged 40
		SP:Iteration 11Q (186502.180000 sec): 3 clusters
  Score: Raw -367472.614621 + Penalty 2645.507785 = -364827.106837
  nChanged 28
		SP:Iteration 12Q (186502.240000 sec): 3 clusters
  Score: Raw -367487.586191 + Penalty 2645.507785 = -364842.078407
  nChanged 22
		SP:Iteration 13Q (186502.290000 sec): 3 clusters
  Score: Raw -367497.405444 + Penalty 2645.507785 = -364851.897659
  nChanged 12
		SP:Iteration 14Q (186502.350000 sec): 3 clusters
  Score: Raw -367503.216192 + Penalty 2645.507785 = -364857.708408
  nChanged 12
		SP:Iteration 15Q (186502.420000 sec): 3 clusters
  Score: Raw -367510.315797 + Penalty 2645.507785 = -364864.808012
  nChanged 11
		SP:Iteration 16Q (186502.480000 sec): 3 clusters
  Score: Raw -367515.447231 + Penalty 2645.507785 = -364869.939446
  nChanged 8
		SP:Iteration 17Q (186502.540000 sec): 3 clusters
  Score: Raw -367518.381494 + Penalty 2645.507785 = -364872.873709
  nChanged 8
		SP:Iteration 18Q (186502.600000 sec): 3 clusters
  Score: Raw -367521.211424 + Penalty 2645.507785 = -364875.703639
  nChanged 7
		SP:Iteration 19Q (186502.660000 sec): 3 clusters
  Score: Raw -367523.177304 + Penalty 2645.507785 = -364877.669519
  nChanged 4
		SP:Iteration 20F (186502.720000 sec): 3 clusters
  Score: Raw -367524.755732 + Penalty 2645.507785 = -364879.247948
  nChanged 5
		SP:Iteration 21Q (186502.780000 sec): 3 clusters
  Score: Raw -367526.675998 + Penalty 2645.507785 = -364881.168214
  nChanged 7
		SP:Iteration 22Q (186502.840000 sec): 3 clusters
  Score: Raw -367529.953535 + Penalty 2645.507785 = -364884.445750
  nChanged 6
		SP:Iteration 23Q (186502.900000 sec): 3 clusters
  Score: Raw -367533.222223 + Penalty 2645.507785 = -364887.714439
  nChanged 4
		SP:Iteration 24Q (186502.960000 sec): 3 clusters
  Score: Raw -367534.101545 + Penalty 2645.507785 = -364888.593761
  nChanged 4
		SP:Iteration 25Q (186503.020000 sec): 3 clusters
  Score: Raw -367535.014194 + Penalty 2645.507785 = -364889.506410
  nChanged 3
		SP:Iteration 26Q (186503.080000 sec): 3 clusters
  Score: Raw -367535.527462 + Penalty 2645.507785 = -364890.019677
  nChanged 3
		SP:Iteration 27Q (186503.140000 sec): 3 clusters
  Score: Raw -367535.981610 + Penalty 2645.507785 = -364890.473825
  nChanged 2
		SP:Iteration 28Q (186503.200000 sec): 3 clusters
  Score: Raw -367536.261911 + Penalty 2645.507785 = -364890.754126
  nChanged 0
		SP:Iteration 29F (186503.270000 sec): 3 clusters
  Score: Raw -367536.261911 + Penalty 2645.507785 = -364890.754126
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 101 (1739 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (186503.330000 sec): 2 clusters
  Score: Raw -190566.353876 + Penalty 1212.423146 = -189353.930730
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (186503.360000 sec): 3 clusters
  Score: Raw -189854.678723 + Penalty 2424.846292 = -187429.832431
  nChanged 579
		SP:Iteration 1F (186503.390000 sec): 3 clusters
  Score: Raw -190316.500998 + Penalty 2424.846292 = -187891.654706
  nChanged 179
		SP:Iteration 2F (186503.430000 sec): 3 clusters
  Score: Raw -190523.803971 + Penalty 2424.846292 = -188098.957678
  nChanged 124
		SP:Iteration 3F (186503.470000 sec): 3 clusters
  Score: Raw -190667.349589 + Penalty 2424.846292 = -188242.503297
  nChanged 83
		SP:Iteration 4Q (186503.500000 sec): 3 clusters
  Score: Raw -190765.663248 + Penalty 2424.846292 = -188340.816955
  nChanged 76
		SP:Iteration 5Q (186503.530000 sec): 3 clusters
  Score: Raw -190844.192934 + Penalty 2424.846292 = -188419.346642
  nChanged 69
		SP:Iteration 6Q (186503.560000 sec): 3 clusters
  Score: Raw -190925.456103 + Penalty 2424.846292 = -188500.609811
  nChanged 60
		SP:Iteration 7Q (186503.590000 sec): 3 clusters
  Score: Raw -190983.545931 + Penalty 2424.846292 = -188558.699639
  nChanged 42
		SP:Iteration 8Q (186503.630000 sec): 3 clusters
  Score: Raw -191019.155541 + Penalty 2424.846292 = -188594.309249
  nChanged 34
		SP:Iteration 9Q (186503.650000 sec): 3 clusters
  Score: Raw -191045.634397 + Penalty 2424.846292 = -188620.788105
  nChanged 24
		SP:Iteration 10Q (186503.690000 sec): 3 clusters
  Score: Raw -191064.687677 + Penalty 2424.846292 = -188639.841385
  nChanged 20
		SP:Iteration 11Q (186503.720000 sec): 3 clusters
  Score: Raw -191074.610131 + Penalty 2424.846292 = -188649.763839
  nChanged 17
		SP:Iteration 12Q (186503.750000 sec): 3 clusters
  Score: Raw -191086.699695 + Penalty 2424.846292 = -188661.853402
  nChanged 19
		SP:Iteration 13Q (186503.780000 sec): 3 clusters
  Score: Raw -191097.108110 + Penalty 2424.846292 = -188672.261817
  nChanged 16
		SP:Iteration 14Q (186503.810000 sec): 3 clusters
  Score: Raw -191104.231664 + Penalty 2424.846292 = -188679.385372
  nChanged 13
		SP:Iteration 15Q (186503.850000 sec): 3 clusters
  Score: Raw -191112.882840 + Penalty 2424.846292 = -188688.036548
  nChanged 10
		SP:Iteration 16Q (186503.880000 sec): 3 clusters
  Score: Raw -191129.734884 + Penalty 2424.846292 = -188704.888592
  nChanged 6
		SP:Iteration 17Q (186503.910000 sec): 3 clusters
  Score: Raw -191138.104743 + Penalty 2424.846292 = -188713.258450
  nChanged 9
		SP:Iteration 18Q (186503.940000 sec): 3 clusters
  Score: Raw -191143.089143 + Penalty 2424.846292 = -188718.242851
  nChanged 3
		SP:Iteration 19Q (186503.970000 sec): 3 clusters
  Score: Raw -191144.396980 + Penalty 2424.846292 = -188719.550687
  nChanged 0
		SP:Iteration 20F (186504.010000 sec): 3 clusters
  Score: Raw -191144.396980 + Penalty 2424.846292 = -188719.550687
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 102 (475 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (186504.050000 sec): 2 clusters
  Score: Raw -54021.971787 + Penalty 1001.538656 = -53020.433131
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (186504.060000 sec): 3 clusters
  Score: Raw -53982.084268 + Penalty 2003.077311 = -51979.006957
  nChanged 104
		SP:Iteration 1F (186504.070000 sec): 3 clusters
  Score: Raw -54152.835105 + Penalty 2003.077311 = -52149.757794
  nChanged 26
		SP:Iteration 2F (186504.080000 sec): 3 clusters
  Score: Raw -54199.981681 + Penalty 2003.077311 = -52196.904369
  nChanged 10
		SP:Iteration 3Q (186504.090000 sec): 3 clusters
  Score: Raw -54225.197660 + Penalty 2003.077311 = -52222.120349
  nChanged 4
		SP:Iteration 4Q (186504.100000 sec): 3 clusters
  Score: Raw -54236.194212 + Penalty 2003.077311 = -52233.116901
  nChanged 3
		SP:Iteration 5Q (186504.110000 sec): 3 clusters
  Score: Raw -54238.796229 + Penalty 2003.077311 = -52235.718918
  nChanged 0
		SP:Iteration 6F (186504.120000 sec): 3 clusters
  Score: Raw -54238.796229 + Penalty 2003.077311 = -52235.718918
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 103 (1387 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (186504.170000 sec): 2 clusters
  Score: Raw -156339.825329 + Penalty 1175.670993 = -155164.154335
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (186504.200000 sec): 3 clusters
  Score: Raw -155803.202447 + Penalty 2351.341987 = -153451.860460
  nChanged 446
		SP:Iteration 1F (186504.230000 sec): 3 clusters
  Score: Raw -156124.992911 + Penalty 2351.341987 = -153773.650924
  nChanged 112
		SP:Iteration 2F (186504.250000 sec): 3 clusters
  Score: Raw -156209.740822 + Penalty 2351.341987 = -153858.398836
  nChanged 59
		SP:Iteration 3Q (186504.280000 sec): 3 clusters
  Score: Raw -156269.100733 + Penalty 2351.341987 = -153917.758746
  nChanged 38
		SP:Iteration 4Q (186504.310000 sec): 3 clusters
  Score: Raw -156303.293718 + Penalty 2351.341987 = -153951.951731
  nChanged 30
		SP:Iteration 5Q (186504.330000 sec): 3 clusters
  Score: Raw -156324.028720 + Penalty 2351.341987 = -153972.686734
  nChanged 25
		SP:Iteration 6Q (186504.360000 sec): 3 clusters
  Score: Raw -156346.520306 + Penalty 2351.341987 = -153995.178319
  nChanged 27
		SP:Iteration 7Q (186504.380000 sec): 3 clusters
  Score: Raw -156371.975656 + Penalty 2351.341987 = -154020.633670
  nChanged 29
		SP:Iteration 8Q (186504.410000 sec): 3 clusters
  Score: Raw -156387.346507 + Penalty 2351.341987 = -154036.004521
  nChanged 14
		SP:Iteration 9Q (186504.430000 sec): 3 clusters
  Score: Raw -156395.670499 + Penalty 2351.341987 = -154044.328513
  nChanged 12
		SP:Iteration 10Q (186504.460000 sec): 3 clusters
  Score: Raw -156402.467519 + Penalty 2351.341987 = -154051.125532
  nChanged 14
		SP:Iteration 11Q (186504.490000 sec): 3 clusters
  Score: Raw -156410.177295 + Penalty 2351.341987 = -154058.835308
  nChanged 12
		SP:Iteration 12Q (186504.510000 sec): 3 clusters
  Score: Raw -156419.916398 + Penalty 2351.341987 = -154068.574412
  nChanged 11
		SP:Iteration 13Q (186504.540000 sec): 3 clusters
  Score: Raw -156426.351831 + Penalty 2351.341987 = -154075.009844
  nChanged 7
		SP:Iteration 14Q (186504.560000 sec): 3 clusters
  Score: Raw -156429.565284 + Penalty 2351.341987 = -154078.223297
  nChanged 8
		SP:Iteration 15Q (186504.590000 sec): 3 clusters
  Score: Raw -156434.729570 + Penalty 2351.341987 = -154083.387583
  nChanged 10
		SP:Iteration 16Q (186504.610000 sec): 3 clusters
  Score: Raw -156441.717528 + Penalty 2351.341987 = -154090.375541
  nChanged 14
		SP:Iteration 17Q (186504.640000 sec): 3 clusters
  Score: Raw -156452.884455 + Penalty 2351.341987 = -154101.542468
  nChanged 11
		SP:Iteration 18Q (186504.670000 sec): 3 clusters
  Score: Raw -156464.654148 + Penalty 2351.341987 = -154113.312161
  nChanged 15
		SP:Iteration 19Q (186504.690000 sec): 3 clusters
  Score: Raw -156477.130874 + Penalty 2351.341987 = -154125.788888
  nChanged 14
		SP:Iteration 20F (186504.720000 sec): 3 clusters
  Score: Raw -156487.624096 + Penalty 2351.341987 = -154136.282110
  nChanged 12
		SP:Iteration 21Q (186504.750000 sec): 3 clusters
  Score: Raw -156498.748585 + Penalty 2351.341987 = -154147.406598
  nChanged 11
		SP:Iteration 22Q (186504.770000 sec): 3 clusters
  Score: Raw -156508.395190 + Penalty 2351.341987 = -154157.053203
  nChanged 5
		SP:Iteration 23Q (186504.790000 sec): 3 clusters
  Score: Raw -156513.928067 + Penalty 2351.341987 = -154162.586080
  nChanged 10
		SP:Iteration 24Q (186504.820000 sec): 3 clusters
  Score: Raw -156520.999330 + Penalty 2351.341987 = -154169.657343
  nChanged 9
		SP:Iteration 25Q (186504.850000 sec): 3 clusters
  Score: Raw -156526.438059 + Penalty 2351.341987 = -154175.096073
  nChanged 10
		SP:Iteration 26Q (186504.870000 sec): 3 clusters
  Score: Raw -156534.594857 + Penalty 2351.341987 = -154183.252870
  nChanged 5
		SP:Iteration 27Q (186504.900000 sec): 3 clusters
  Score: Raw -156537.257010 + Penalty 2351.341987 = -154185.915023
  nChanged 6
		SP:Iteration 28Q (186504.930000 sec): 3 clusters
  Score: Raw -156541.641693 + Penalty 2351.341987 = -154190.299706
  nChanged 7
		SP:Iteration 29Q (186504.950000 sec): 3 clusters
  Score: Raw -156544.886206 + Penalty 2351.341987 = -154193.544220
  nChanged 5
		SP:Iteration 30Q (186504.980000 sec): 3 clusters
  Score: Raw -156547.634423 + Penalty 2351.341987 = -154196.292437
  nChanged 6
		SP:Iteration 31Q (186505.000000 sec): 3 clusters
  Score: Raw -156550.764342 + Penalty 2351.341987 = -154199.422356
  nChanged 4
		SP:Iteration 32Q (186505.030000 sec): 3 clusters
  Score: Raw -156553.767775 + Penalty 2351.341987 = -154202.425788
  nChanged 8
		SP:Iteration 33Q (186505.050000 sec): 3 clusters
  Score: Raw -156560.005533 + Penalty 2351.341987 = -154208.663547
  nChanged 7
		SP:Iteration 34Q (186505.080000 sec): 3 clusters
  Score: Raw -156563.537954 + Penalty 2351.341987 = -154212.195967
  nChanged 5
		SP:Iteration 35Q (186505.110000 sec): 3 clusters
  Score: Raw -156565.981871 + Penalty 2351.341987 = -154214.639884
  nChanged 3
		SP:Iteration 36Q (186505.130000 sec): 3 clusters
  Score: Raw -156567.897273 + Penalty 2351.341987 = -154216.555286
  nChanged 4
		SP:Iteration 37Q (186505.160000 sec): 3 clusters
  Score: Raw -156570.544963 + Penalty 2351.341987 = -154219.202977
  nChanged 6
		SP:Iteration 38Q (186505.180000 sec): 3 clusters
  Score: Raw -156574.046000 + Penalty 2351.341987 = -154222.704014
  nChanged 2
		SP:Iteration 39Q (186505.210000 sec): 3 clusters
  Score: Raw -156575.508476 + Penalty 2351.341987 = -154224.166490
  nChanged 1
		SP:Iteration 40F (186505.230000 sec): 3 clusters
  Score: Raw -156576.034353 + Penalty 2351.341987 = -154224.692367
  nChanged 1
		SP:Iteration 41Q (186505.260000 sec): 3 clusters
  Score: Raw -156576.692853 + Penalty 2351.341987 = -154225.350866
  nChanged 1
		SP:Iteration 42Q (186505.290000 sec): 3 clusters
  Score: Raw -156577.084135 + Penalty 2351.341987 = -154225.742148
  nChanged 0
		SP:Iteration 43F (186505.310000 sec): 3 clusters
  Score: Raw -156577.084135 + Penalty 2351.341987 = -154225.742148
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 104 (1492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (186505.370000 sec): 2 clusters
  Score: Raw -168405.468324 + Penalty 1187.529327 = -167217.938997
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (186505.400000 sec): 3 clusters
  Score: Raw -167875.302839 + Penalty 2375.058654 = -165500.244185
  nChanged 509
		SP:Iteration 1F (186505.430000 sec): 3 clusters
  Score: Raw -168256.377977 + Penalty 2375.058654 = -165881.319324
  nChanged 120
		SP:Iteration 2F (186505.450000 sec): 3 clusters
  Score: Raw -168376.495451 + Penalty 2375.058654 = -166001.436798
  nChanged 84
		SP:Iteration 3F (186505.480000 sec): 3 clusters
  Score: Raw -168461.875567 + Penalty 2375.058654 = -166086.816913
  nChanged 67
		SP:Iteration 4Q (186505.510000 sec): 3 clusters
  Score: Raw -168520.732796 + Penalty 2375.058654 = -166145.674142
  nChanged 49
		SP:Iteration 5Q (186505.540000 sec): 3 clusters
  Score: Raw -168563.924256 + Penalty 2375.058654 = -166188.865603
  nChanged 41
		SP:Iteration 6Q (186505.570000 sec): 3 clusters
  Score: Raw -168597.147117 + Penalty 2375.058654 = -166222.088463
  nChanged 22
		SP:Iteration 7Q (186505.590000 sec): 3 clusters
  Score: Raw -168613.596453 + Penalty 2375.058654 = -166238.537799
  nChanged 25
		SP:Iteration 8Q (186505.620000 sec): 3 clusters
  Score: Raw -168636.525137 + Penalty 2375.058654 = -166261.466483
  nChanged 27
		SP:Iteration 9Q (186505.650000 sec): 3 clusters
  Score: Raw -168654.146383 + Penalty 2375.058654 = -166279.087729
  nChanged 18
		SP:Iteration 10Q (186505.670000 sec): 3 clusters
  Score: Raw -168666.000300 + Penalty 2375.058654 = -166290.941647
  nChanged 13
		SP:Iteration 11Q (186505.700000 sec): 3 clusters
  Score: Raw -168676.681961 + Penalty 2375.058654 = -166301.623307
  nChanged 9
		SP:Iteration 12Q (186505.730000 sec): 3 clusters
  Score: Raw -168689.850863 + Penalty 2375.058654 = -166314.792210
  nChanged 19
		SP:Iteration 13Q (186505.750000 sec): 3 clusters
  Score: Raw -168705.011200 + Penalty 2375.058654 = -166329.952546
  nChanged 15
		SP:Iteration 14Q (186505.780000 sec): 3 clusters
  Score: Raw -168720.198564 + Penalty 2375.058654 = -166345.139910
  nChanged 13
		SP:Iteration 15Q (186505.810000 sec): 3 clusters
  Score: Raw -168729.776364 + Penalty 2375.058654 = -166354.717710
  nChanged 8
		SP:Iteration 16Q (186505.840000 sec): 3 clusters
  Score: Raw -168732.948278 + Penalty 2375.058654 = -166357.889624
  nChanged 5
		SP:Iteration 17Q (186505.870000 sec): 3 clusters
  Score: Raw -168736.986044 + Penalty 2375.058654 = -166361.927391
  nChanged 3
		SP:Iteration 18Q (186505.890000 sec): 3 clusters
  Score: Raw -168741.560205 + Penalty 2375.058654 = -166366.501552
  nChanged 6
		SP:Iteration 19Q (186505.920000 sec): 3 clusters
  Score: Raw -168747.780948 + Penalty 2375.058654 = -166372.722295
  nChanged 8
		SP:Iteration 20F (186505.950000 sec): 3 clusters
  Score: Raw -168753.427964 + Penalty 2375.058654 = -166378.369310
  nChanged 7
		SP:Iteration 21Q (186505.970000 sec): 3 clusters
  Score: Raw -168757.888690 + Penalty 2375.058654 = -166382.830037
  nChanged 10
		SP:Iteration 22Q (186506.000000 sec): 3 clusters
  Score: Raw -168765.737360 + Penalty 2375.058654 = -166390.678706
  nChanged 9
		SP:Iteration 23Q (186506.030000 sec): 3 clusters
  Score: Raw -168770.760026 + Penalty 2375.058654 = -166395.701372
  nChanged 3
		SP:Iteration 24Q (186506.060000 sec): 3 clusters
  Score: Raw -168772.273382 + Penalty 2375.058654 = -166397.214728
  nChanged 4
		SP:Iteration 25Q (186506.080000 sec): 3 clusters
  Score: Raw -168774.723060 + Penalty 2375.058654 = -166399.664406
  nChanged 3
		SP:Iteration 26Q (186506.110000 sec): 3 clusters
  Score: Raw -168775.584026 + Penalty 2375.058654 = -166400.525372
  nChanged 1
		SP:Iteration 27Q (186506.140000 sec): 3 clusters
  Score: Raw -168776.334815 + Penalty 2375.058654 = -166401.276161
  nChanged 0
		SP:Iteration 28F (186506.170000 sec): 3 clusters
  Score: Raw -168776.334815 + Penalty 2375.058654 = -166401.276161
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 105 (2957 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (186506.230000 sec): 2 clusters
  Score: Raw -337572.699154 + Penalty 1298.688709 = -336274.010444
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (186506.290000 sec): 3 clusters
  Score: Raw -336159.746225 + Penalty 2597.377419 = -333562.368806
  nChanged 1146
		SP:Iteration 1F (186506.350000 sec): 3 clusters
  Score: Raw -336931.690167 + Penalty 2597.377419 = -334334.312749
  nChanged 252
		SP:Iteration 2F (186506.400000 sec): 3 clusters
  Score: Raw -337158.421280 + Penalty 2597.377419 = -334561.043861
  nChanged 197
		SP:Iteration 3F (186506.450000 sec): 3 clusters
  Score: Raw -337343.192075 + Penalty 2597.377419 = -334745.814656
  nChanged 168
		SP:Iteration 4F (186506.510000 sec): 3 clusters
  Score: Raw -337498.600284 + Penalty 2597.377419 = -334901.222865
  nChanged 135
		SP:Iteration 5Q (186506.560000 sec): 3 clusters
  Score: Raw -337631.680080 + Penalty 2597.377419 = -335034.302661
  nChanged 115
		SP:Iteration 6Q (186506.610000 sec): 3 clusters
  Score: Raw -337745.043179 + Penalty 2597.377419 = -335147.665761
  nChanged 105
		SP:Iteration 7Q (186506.670000 sec): 3 clusters
  Score: Raw -337823.159371 + Penalty 2597.377419 = -335225.781952
  nChanged 75
		SP:Iteration 8Q (186506.720000 sec): 3 clusters
  Score: Raw -337872.449863 + Penalty 2597.377419 = -335275.072444
  nChanged 49
		SP:Iteration 9Q (186506.770000 sec): 3 clusters
  Score: Raw -337899.876990 + Penalty 2597.377419 = -335302.499571
  nChanged 46
		SP:Iteration 10Q (186506.830000 sec): 3 clusters
  Score: Raw -337928.458495 + Penalty 2597.377419 = -335331.081076
  nChanged 30
		SP:Iteration 11Q (186506.880000 sec): 3 clusters
  Score: Raw -337948.336916 + Penalty 2597.377419 = -335350.959497
  nChanged 34
		SP:Iteration 12Q (186506.930000 sec): 3 clusters
  Score: Raw -337971.731886 + Penalty 2597.377419 = -335374.354467
  nChanged 32
		SP:Iteration 13Q (186506.990000 sec): 3 clusters
  Score: Raw -337996.581766 + Penalty 2597.377419 = -335399.204347
  nChanged 30
		SP:Iteration 14Q (186507.040000 sec): 3 clusters
  Score: Raw -338021.256696 + Penalty 2597.377419 = -335423.879277
  nChanged 32
		SP:Iteration 15Q (186507.090000 sec): 3 clusters
  Score: Raw -338046.487396 + Penalty 2597.377419 = -335449.109977
  nChanged 30
		SP:Iteration 16Q (186507.140000 sec): 3 clusters
  Score: Raw -338079.128087 + Penalty 2597.377419 = -335481.750669
  nChanged 31
		SP:Iteration 17Q (186507.200000 sec): 3 clusters
  Score: Raw -338127.891111 + Penalty 2597.377419 = -335530.513692
  nChanged 28
		SP:Iteration 18Q (186507.250000 sec): 3 clusters
  Score: Raw -338175.234529 + Penalty 2597.377419 = -335577.857110
  nChanged 36
		SP:Iteration 19Q (186507.300000 sec): 3 clusters
  Score: Raw -338219.312371 + Penalty 2597.377419 = -335621.934952
  nChanged 25
		SP:Iteration 20F (186507.350000 sec): 3 clusters
  Score: Raw -338239.126887 + Penalty 2597.377419 = -335641.749468
  nChanged 15
		SP:Iteration 21Q (186507.410000 sec): 3 clusters
  Score: Raw -338251.199865 + Penalty 2597.377419 = -335653.822446
  nChanged 10
		SP:Iteration 22Q (186507.460000 sec): 3 clusters
  Score: Raw -338258.876933 + Penalty 2597.377419 = -335661.499514
  nChanged 8
		SP:Iteration 23Q (186507.510000 sec): 3 clusters
  Score: Raw -338262.885509 + Penalty 2597.377419 = -335665.508090
  nChanged 7
		SP:Iteration 24Q (186507.560000 sec): 3 clusters
  Score: Raw -338266.402375 + Penalty 2597.377419 = -335669.024956
  nChanged 4
		SP:Iteration 25Q (186507.610000 sec): 3 clusters
  Score: Raw -338270.427262 + Penalty 2597.377419 = -335673.049843
  nChanged 10
		SP:Iteration 26Q (186507.670000 sec): 3 clusters
  Score: Raw -338277.352324 + Penalty 2597.377419 = -335679.974905
  nChanged 4
		SP:Iteration 27Q (186507.720000 sec): 3 clusters
  Score: Raw -338280.302551 + Penalty 2597.377419 = -335682.925132
  nChanged 6
		SP:Iteration 28Q (186507.770000 sec): 3 clusters
  Score: Raw -338282.554173 + Penalty 2597.377419 = -335685.176754
  nChanged 2
		SP:Iteration 29Q (186507.820000 sec): 3 clusters
  Score: Raw -338283.100750 + Penalty 2597.377419 = -335685.723331
  nChanged 3
		SP:Iteration 30Q (186507.870000 sec): 3 clusters
  Score: Raw -338286.378832 + Penalty 2597.377419 = -335689.001413
  nChanged 2
		SP:Iteration 31Q (186507.930000 sec): 3 clusters
  Score: Raw -338286.970140 + Penalty 2597.377419 = -335689.592721
  nChanged 1
		SP:Iteration 32Q (186507.980000 sec): 3 clusters
  Score: Raw -338287.037279 + Penalty 2597.377419 = -335689.659860
  nChanged 0
		SP:Iteration 33F (186508.030000 sec): 3 clusters
  Score: Raw -338287.037279 + Penalty 2597.377419 = -335689.659860
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 106 (3557 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (186508.100000 sec): 2 clusters
  Score: Raw -419420.563600 + Penalty 1328.709325 = -418091.854275
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (186508.170000 sec): 3 clusters
  Score: Raw -417717.789373 + Penalty 2657.418651 = -415060.370722
  nChanged 1366
		SP:Iteration 1F (186508.230000 sec): 3 clusters
  Score: Raw -418581.368875 + Penalty 2657.418651 = -415923.950224
  nChanged 279
		SP:Iteration 2F (186508.300000 sec): 3 clusters
  Score: Raw -418791.987859 + Penalty 2657.418651 = -416134.569208
  nChanged 215
		SP:Iteration 3F (186508.370000 sec): 3 clusters
  Score: Raw -418962.850737 + Penalty 2657.418651 = -416305.432086
  nChanged 190
		SP:Iteration 4F (186508.430000 sec): 3 clusters
  Score: Raw -419106.866381 + Penalty 2657.418651 = -416449.447730
  nChanged 162
		SP:Iteration 5Q (186508.490000 sec): 3 clusters
  Score: Raw -419219.292567 + Penalty 2657.418651 = -416561.873916
  nChanged 128
		SP:Iteration 6Q (186508.550000 sec): 3 clusters
  Score: Raw -419302.595173 + Penalty 2657.418651 = -416645.176523
  nChanged 105
		SP:Iteration 7Q (186508.620000 sec): 3 clusters
  Score: Raw -419369.904886 + Penalty 2657.418651 = -416712.486236
  nChanged 95
		SP:Iteration 8Q (186508.680000 sec): 3 clusters
  Score: Raw -419435.625297 + Penalty 2657.418651 = -416778.206646
  nChanged 95
		SP:Iteration 9Q (186508.750000 sec): 3 clusters
  Score: Raw -419489.648793 + Penalty 2657.418651 = -416832.230142
  nChanged 86
		SP:Iteration 10Q (186508.810000 sec): 3 clusters
  Score: Raw -419535.934864 + Penalty 2657.418651 = -416878.516213
  nChanged 65
		SP:Iteration 11Q (186508.870000 sec): 3 clusters
  Score: Raw -419575.342724 + Penalty 2657.418651 = -416917.924073
  nChanged 52
		SP:Iteration 12Q (186508.940000 sec): 3 clusters
  Score: Raw -419602.507633 + Penalty 2657.418651 = -416945.088982
  nChanged 47
		SP:Iteration 13Q (186509.000000 sec): 3 clusters
  Score: Raw -419622.383909 + Penalty 2657.418651 = -416964.965258
  nChanged 36
		SP:Iteration 14Q (186509.070000 sec): 3 clusters
  Score: Raw -419638.687748 + Penalty 2657.418651 = -416981.269097
  nChanged 27
		SP:Iteration 15Q (186509.130000 sec): 3 clusters
  Score: Raw -419649.149208 + Penalty 2657.418651 = -416991.730557
  nChanged 24
		SP:Iteration 16Q (186509.190000 sec): 3 clusters
  Score: Raw -419658.138303 + Penalty 2657.418651 = -417000.719652
  nChanged 20
		SP:Iteration 17Q (186509.260000 sec): 3 clusters
  Score: Raw -419667.853659 + Penalty 2657.418651 = -417010.435008
  nChanged 22
		SP:Iteration 18Q (186509.320000 sec): 3 clusters
  Score: Raw -419677.162948 + Penalty 2657.418651 = -417019.744297
  nChanged 19
		SP:Iteration 19Q (186509.390000 sec): 3 clusters
  Score: Raw -419684.114978 + Penalty 2657.418651 = -417026.696327
  nChanged 20
		SP:Iteration 20F (186509.450000 sec): 3 clusters
  Score: Raw -419689.837103 + Penalty 2657.418651 = -417032.418452
  nChanged 11
		SP:Iteration 21Q (186509.510000 sec): 3 clusters
  Score: Raw -419694.694715 + Penalty 2657.418651 = -417037.276064
  nChanged 18
		SP:Iteration 22Q (186509.580000 sec): 3 clusters
  Score: Raw -419703.245468 + Penalty 2657.418651 = -417045.826817
  nChanged 16
		SP:Iteration 23Q (186509.640000 sec): 3 clusters
  Score: Raw -419710.542157 + Penalty 2657.418651 = -417053.123506
  nChanged 16
		SP:Iteration 24Q (186509.710000 sec): 3 clusters
  Score: Raw -419718.486673 + Penalty 2657.418651 = -417061.068022
  nChanged 24
		SP:Iteration 25Q (186509.770000 sec): 3 clusters
  Score: Raw -419727.224620 + Penalty 2657.418651 = -417069.805969
  nChanged 13
		SP:Iteration 26Q (186509.830000 sec): 3 clusters
  Score: Raw -419731.194570 + Penalty 2657.418651 = -417073.775919
  nChanged 6
		SP:Iteration 27Q (186509.890000 sec): 3 clusters
  Score: Raw -419733.215023 + Penalty 2657.418651 = -417075.796373
  nChanged 5
		SP:Iteration 28Q (186509.960000 sec): 3 clusters
  Score: Raw -419734.334311 + Penalty 2657.418651 = -417076.915660
  nChanged 7
		SP:Iteration 29Q (186510.020000 sec): 3 clusters
  Score: Raw -419737.080200 + Penalty 2657.418651 = -417079.661549
  nChanged 11
		SP:Iteration 30Q (186510.090000 sec): 3 clusters
  Score: Raw -419740.457418 + Penalty 2657.418651 = -417083.038767
  nChanged 9
		SP:Iteration 31Q (186510.150000 sec): 3 clusters
  Score: Raw -419742.804672 + Penalty 2657.418651 = -417085.386021
  nChanged 7
		SP:Iteration 32Q (186510.210000 sec): 3 clusters
  Score: Raw -419744.445812 + Penalty 2657.418651 = -417087.027161
  nChanged 4
		SP:Iteration 33Q (186510.280000 sec): 3 clusters
  Score: Raw -419746.171283 + Penalty 2657.418651 = -417088.752632
  nChanged 6
		SP:Iteration 34Q (186510.340000 sec): 3 clusters
  Score: Raw -419747.435631 + Penalty 2657.418651 = -417090.016980
  nChanged 3
		SP:Iteration 35Q (186510.410000 sec): 3 clusters
  Score: Raw -419747.969464 + Penalty 2657.418651 = -417090.550813
  nChanged 4
		SP:Iteration 36Q (186510.470000 sec): 3 clusters
  Score: Raw -419748.602940 + Penalty 2657.418651 = -417091.184289
  nChanged 1
		SP:Iteration 37Q (186510.530000 sec): 3 clusters
  Score: Raw -419748.832447 + Penalty 2657.418651 = -417091.413796
  nChanged 2
		SP:Iteration 38Q (186510.600000 sec): 3 clusters
  Score: Raw -419749.435219 + Penalty 2657.418651 = -417092.016568
  nChanged 4
		SP:Iteration 39Q (186510.660000 sec): 3 clusters
  Score: Raw -419750.777311 + Penalty 2657.418651 = -417093.358660
  nChanged 6
		SP:Iteration 40F (186510.730000 sec): 3 clusters
  Score: Raw -419752.059434 + Penalty 2657.418651 = -417094.640783
  nChanged 5
		SP:Iteration 41Q (186510.790000 sec): 3 clusters
  Score: Raw -419753.512205 + Penalty 2657.418651 = -417096.093555
  nChanged 6
		SP:Iteration 42Q (186510.850000 sec): 3 clusters
  Score: Raw -419755.590220 + Penalty 2657.418651 = -417098.171569
  nChanged 4
		SP:Iteration 43Q (186510.910000 sec): 3 clusters
  Score: Raw -419756.330025 + Penalty 2657.418651 = -417098.911374
  nChanged 3
		SP:Iteration 44Q (186510.980000 sec): 3 clusters
  Score: Raw -419756.711258 + Penalty 2657.418651 = -417099.292607
  nChanged 2
		SP:Iteration 45Q (186511.040000 sec): 3 clusters
  Score: Raw -419756.932868 + Penalty 2657.418651 = -417099.514217
  nChanged 0
		SP:Iteration 46F (186511.110000 sec): 3 clusters
  Score: Raw -419756.932868 + Penalty 2657.418651 = -417099.514217
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 107 (15032 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (186511.280000 sec): 2 clusters
  Score: Raw -1786247.715731 + Penalty 1562.914688 = -1784684.801043
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (186511.480000 sec): 3 clusters
  Score: Raw -1777432.202071 + Penalty 3125.829376 = -1774306.372695
  nChanged 6675
		SP:Iteration 1F (186511.720000 sec): 3 clusters
  Score: Raw -1781023.185532 + Penalty 3125.829376 = -1777897.356157
  nChanged 863
		SP:Iteration 2F (186511.910000 sec): 3 clusters
  Score: Raw -1781380.172452 + Penalty 3125.829376 = -1778254.343076
  nChanged 754
		SP:Iteration 3F (186512.110000 sec): 3 clusters
  Score: Raw -1781676.788645 + Penalty 3125.829376 = -1778550.959269
  nChanged 707
		SP:Iteration 4Q (186512.300000 sec): 3 clusters
  Score: Raw -1781960.098267 + Penalty 3125.829376 = -1778834.268891
  nChanged 618
		SP:Iteration 5Q (186512.490000 sec): 3 clusters
  Score: Raw -1782201.552187 + Penalty 3125.829376 = -1779075.722812
  nChanged 588
		SP:Iteration 6Q (186512.690000 sec): 3 clusters
  Score: Raw -1782447.583375 + Penalty 3125.829376 = -1779321.753999
  nChanged 618
		SP:Iteration 7Q (186512.880000 sec): 3 clusters
  Score: Raw -1782754.540961 + Penalty 3125.829376 = -1779628.711585
  nChanged 710
		SP:Iteration 8Q (186513.070000 sec): 3 clusters
  Score: Raw -1783159.815340 + Penalty 3125.829376 = -1780033.985964
  nChanged 759
		SP:Iteration 9F (186513.280000 sec): 3 clusters
  Score: Raw -1783623.758511 + Penalty 3125.829376 = -1780497.929135
  nChanged 800
		SP:Iteration 10F (186513.470000 sec): 3 clusters
  Score: Raw -1784183.269699 + Penalty 3125.829376 = -1781057.440323
  nChanged 810
		SP:Iteration 11F (186513.690000 sec): 3 clusters
  Score: Raw -1784806.554958 + Penalty 3125.829376 = -1781680.725582
  nChanged 679
		SP:Iteration 12Q (186513.870000 sec): 3 clusters
  Score: Raw -1785333.078236 + Penalty 3125.829376 = -1782207.248860
  nChanged 484
		SP:Iteration 13Q (186514.060000 sec): 3 clusters
  Score: Raw -1785709.609391 + Penalty 3125.829376 = -1782583.780015
  nChanged 349
		SP:Iteration 14Q (186514.300000 sec): 3 clusters
  Score: Raw -1785986.169492 + Penalty 3125.829376 = -1782860.340116
  nChanged 217
		SP:Iteration 15Q (186514.490000 sec): 3 clusters
  Score: Raw -1786155.429855 + Penalty 3125.829376 = -1783029.600479
  nChanged 118
		SP:Iteration 16Q (186514.670000 sec): 3 clusters
  Score: Raw -1786253.764033 + Penalty 3125.829376 = -1783127.934657
  nChanged 69
		SP:Iteration 17Q (186514.910000 sec): 3 clusters
  Score: Raw -1786307.050559 + Penalty 3125.829376 = -1783181.221183
  nChanged 35
		SP:Iteration 18Q (186515.100000 sec): 3 clusters
  Score: Raw -1786340.658776 + Penalty 3125.829376 = -1783214.829400
  nChanged 25
		SP:Iteration 19Q (186515.290000 sec): 3 clusters
  Score: Raw -1786365.151311 + Penalty 3125.829376 = -1783239.321935
  nChanged 17
		SP:Iteration 20F (186515.490000 sec): 3 clusters
  Score: Raw -1786388.118253 + Penalty 3125.829376 = -1783262.288877
  nChanged 17
		SP:Iteration 21Q (186515.680000 sec): 3 clusters
  Score: Raw -1786406.132417 + Penalty 3125.829376 = -1783280.303041
  nChanged 6
		SP:Iteration 22Q (186515.910000 sec): 3 clusters
  Score: Raw -1786410.730394 + Penalty 3125.829376 = -1783284.901018
  nChanged 6
		SP:Iteration 23Q (186516.110000 sec): 3 clusters
  Score: Raw -1786416.241451 + Penalty 3125.829376 = -1783290.412075
  nChanged 6
		SP:Iteration 24Q (186516.300000 sec): 3 clusters
  Score: Raw -1786423.625873 + Penalty 3125.829376 = -1783297.796498
  nChanged 6
		SP:Iteration 25Q (186516.500000 sec): 3 clusters
  Score: Raw -1786430.192471 + Penalty 3125.829376 = -1783304.363095
  nChanged 2
		SP:Iteration 26Q (186516.690000 sec): 3 clusters
  Score: Raw -1786432.915391 + Penalty 3125.829376 = -1783307.086015
  nChanged 2
		SP:Iteration 27Q (186516.890000 sec): 3 clusters
  Score: Raw -1786434.172502 + Penalty 3125.829376 = -1783308.343126
  nChanged 2
		SP:Iteration 28Q (186517.080000 sec): 3 clusters
  Score: Raw -1786435.440085 + Penalty 3125.829376 = -1783309.610709
  nChanged 0
		SP:Iteration 29F (186517.330000 sec): 3 clusters
  Score: Raw -1786435.440085 + Penalty 3125.829376 = -1783309.610709
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 108 (1595 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (186517.390000 sec): 2 clusters
  Score: Raw -156250.469947 + Penalty 1198.377215 = -155052.092732
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (186517.410000 sec): 3 clusters
  Score: Raw -155678.930365 + Penalty 2396.754430 = -153282.175935
  nChanged 546
		SP:Iteration 1F (186517.450000 sec): 3 clusters
  Score: Raw -156217.721373 + Penalty 2396.754430 = -153820.966943
  nChanged 166
		SP:Iteration 2F (186517.480000 sec): 3 clusters
  Score: Raw -156439.338445 + Penalty 2396.754430 = -154042.584015
  nChanged 109
		SP:Iteration 3F (186517.510000 sec): 3 clusters
  Score: Raw -156588.871270 + Penalty 2396.754430 = -154192.116840
  nChanged 77
		SP:Iteration 4Q (186517.540000 sec): 3 clusters
  Score: Raw -156663.845106 + Penalty 2396.754430 = -154267.090676
  nChanged 54
		SP:Iteration 5Q (186517.570000 sec): 3 clusters
  Score: Raw -156718.394778 + Penalty 2396.754430 = -154321.640348
  nChanged 42
		SP:Iteration 6Q (186517.590000 sec): 3 clusters
  Score: Raw -156761.252992 + Penalty 2396.754430 = -154364.498562
  nChanged 26
		SP:Iteration 7Q (186517.620000 sec): 3 clusters
  Score: Raw -156787.705872 + Penalty 2396.754430 = -154390.951443
  nChanged 21
		SP:Iteration 8Q (186517.650000 sec): 3 clusters
  Score: Raw -156808.199396 + Penalty 2396.754430 = -154411.444966
  nChanged 27
		SP:Iteration 9Q (186517.680000 sec): 3 clusters
  Score: Raw -156832.398521 + Penalty 2396.754430 = -154435.644091
  nChanged 27
		SP:Iteration 10Q (186517.710000 sec): 3 clusters
  Score: Raw -156865.767449 + Penalty 2396.754430 = -154469.013019
  nChanged 34
		SP:Iteration 11Q (186517.740000 sec): 3 clusters
  Score: Raw -156904.080943 + Penalty 2396.754430 = -154507.326513
  nChanged 25
		SP:Iteration 12Q (186517.770000 sec): 3 clusters
  Score: Raw -156931.517688 + Penalty 2396.754430 = -154534.763258
  nChanged 26
		SP:Iteration 13Q (186517.800000 sec): 3 clusters
  Score: Raw -156959.081523 + Penalty 2396.754430 = -154562.327093
  nChanged 26
		SP:Iteration 14Q (186517.830000 sec): 3 clusters
  Score: Raw -156984.645416 + Penalty 2396.754430 = -154587.890986
  nChanged 19
		SP:Iteration 15Q (186517.850000 sec): 3 clusters
  Score: Raw -157004.778082 + Penalty 2396.754430 = -154608.023652
  nChanged 18
		SP:Iteration 16Q (186517.880000 sec): 3 clusters
  Score: Raw -157030.314383 + Penalty 2396.754430 = -154633.559953
  nChanged 16
		SP:Iteration 17Q (186517.910000 sec): 3 clusters
  Score: Raw -157045.730006 + Penalty 2396.754430 = -154648.975576
  nChanged 13
		SP:Iteration 18Q (186517.940000 sec): 3 clusters
  Score: Raw -157057.020512 + Penalty 2396.754430 = -154660.266082
  nChanged 16
		SP:Iteration 19Q (186517.970000 sec): 3 clusters
  Score: Raw -157068.373708 + Penalty 2396.754430 = -154671.619278
  nChanged 7
		SP:Iteration 20F (186518.000000 sec): 3 clusters
  Score: Raw -157090.386356 + Penalty 2396.754430 = -154693.631926
  nChanged 7
		SP:Iteration 21Q (186518.030000 sec): 3 clusters
  Score: Raw -157108.054433 + Penalty 2396.754430 = -154711.300003
  nChanged 8
		SP:Iteration 22Q (186518.060000 sec): 3 clusters
  Score: Raw -157114.504860 + Penalty 2396.754430 = -154717.750430
  nChanged 8
		SP:Iteration 23Q (186518.090000 sec): 3 clusters
  Score: Raw -157120.183915 + Penalty 2396.754430 = -154723.429485
  nChanged 6
		SP:Iteration 24Q (186518.110000 sec): 3 clusters
  Score: Raw -157126.174140 + Penalty 2396.754430 = -154729.419710
  nChanged 3
		SP:Iteration 25Q (186518.140000 sec): 3 clusters
  Score: Raw -157127.874854 + Penalty 2396.754430 = -154731.120424
  nChanged 1
		SP:Iteration 26Q (186518.170000 sec): 3 clusters
  Score: Raw -157128.400986 + Penalty 2396.754430 = -154731.646556
  nChanged 2
		SP:Iteration 27Q (186518.200000 sec): 3 clusters
  Score: Raw -157130.464673 + Penalty 2396.754430 = -154733.710243
  nChanged 1
		SP:Iteration 28Q (186518.230000 sec): 3 clusters
  Score: Raw -157130.869123 + Penalty 2396.754430 = -154734.114693
  nChanged 1
		SP:Iteration 29Q (186518.260000 sec): 3 clusters
  Score: Raw -157132.011885 + Penalty 2396.754430 = -154735.257455
  nChanged 3
		SP:Iteration 30Q (186518.290000 sec): 3 clusters
  Score: Raw -157135.089939 + Penalty 2396.754430 = -154738.335509
  nChanged 7
		SP:Iteration 31Q (186518.310000 sec): 3 clusters
  Score: Raw -157137.969708 + Penalty 2396.754430 = -154741.215278
  nChanged 2
		SP:Iteration 32Q (186518.340000 sec): 3 clusters
  Score: Raw -157139.132386 + Penalty 2396.754430 = -154742.377956
  nChanged 2
		SP:Iteration 33Q (186518.370000 sec): 3 clusters
  Score: Raw -157140.210627 + Penalty 2396.754430 = -154743.456197
  nChanged 3
		SP:Iteration 34Q (186518.400000 sec): 3 clusters
  Score: Raw -157141.469362 + Penalty 2396.754430 = -154744.714932
  nChanged 0
		SP:Iteration 35F (186518.430000 sec): 3 clusters
  Score: Raw -157141.469362 + Penalty 2396.754430 = -154744.714932
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 109 (4193 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (186518.510000 sec): 2 clusters
  Score: Raw -490697.847436 + Penalty 1355.440409 = -489342.407027
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (186518.590000 sec): 3 clusters
  Score: Raw -488600.860214 + Penalty 2710.880818 = -485889.979396
  nChanged 1613
		SP:Iteration 1F (186518.660000 sec): 3 clusters
  Score: Raw -489575.585738 + Penalty 2710.880818 = -486864.704920
  nChanged 359
		SP:Iteration 2F (186518.740000 sec): 3 clusters
  Score: Raw -489846.521418 + Penalty 2710.880818 = -487135.640601
  nChanged 299
		SP:Iteration 3F (186518.810000 sec): 3 clusters
  Score: Raw -490071.014541 + Penalty 2710.880818 = -487360.133723
  nChanged 230
		SP:Iteration 4F (186518.890000 sec): 3 clusters
  Score: Raw -490227.844771 + Penalty 2710.880818 = -487516.963953
  nChanged 189
		SP:Iteration 5Q (186518.970000 sec): 3 clusters
  Score: Raw -490340.580466 + Penalty 2710.880818 = -487629.699649
  nChanged 154
		SP:Iteration 6Q (186519.040000 sec): 3 clusters
  Score: Raw -490432.294117 + Penalty 2710.880818 = -487721.413299
  nChanged 136
		SP:Iteration 7Q (186519.110000 sec): 3 clusters
  Score: Raw -490505.082577 + Penalty 2710.880818 = -487794.201759
  nChanged 108
		SP:Iteration 8Q (186519.190000 sec): 3 clusters
  Score: Raw -490554.322571 + Penalty 2710.880818 = -487843.441753
  nChanged 78
		SP:Iteration 9Q (186519.270000 sec): 3 clusters
  Score: Raw -490586.275247 + Penalty 2710.880818 = -487875.394429
  nChanged 66
		SP:Iteration 10Q (186519.340000 sec): 3 clusters
  Score: Raw -490619.657951 + Penalty 2710.880818 = -487908.777133
  nChanged 57
		SP:Iteration 11Q (186519.420000 sec): 3 clusters
  Score: Raw -490645.802924 + Penalty 2710.880818 = -487934.922106
  nChanged 41
		SP:Iteration 12Q (186519.490000 sec): 3 clusters
  Score: Raw -490661.749909 + Penalty 2710.880818 = -487950.869091
  nChanged 39
		SP:Iteration 13Q (186519.570000 sec): 3 clusters
  Score: Raw -490678.406392 + Penalty 2710.880818 = -487967.525574
  nChanged 36
		SP:Iteration 14Q (186519.650000 sec): 3 clusters
  Score: Raw -490693.013942 + Penalty 2710.880818 = -487982.133124
  nChanged 35
		SP:Iteration 15Q (186519.720000 sec): 3 clusters
  Score: Raw -490704.362742 + Penalty 2710.880818 = -487993.481924
  nChanged 19
		SP:Iteration 16Q (186519.800000 sec): 3 clusters
  Score: Raw -490711.316063 + Penalty 2710.880818 = -488000.435245
  nChanged 19
		SP:Iteration 17Q (186519.870000 sec): 3 clusters
  Score: Raw -490718.242225 + Penalty 2710.880818 = -488007.361408
  nChanged 16
		SP:Iteration 18Q (186519.950000 sec): 3 clusters
  Score: Raw -490723.204523 + Penalty 2710.880818 = -488012.323705
  nChanged 16
		SP:Iteration 19Q (186520.030000 sec): 3 clusters
  Score: Raw -490729.984523 + Penalty 2710.880818 = -488019.103705
  nChanged 21
		SP:Iteration 20F (186520.100000 sec): 3 clusters
  Score: Raw -490735.477488 + Penalty 2710.880818 = -488024.596670
  nChanged 16
		SP:Iteration 21Q (186520.170000 sec): 3 clusters
  Score: Raw -490739.220379 + Penalty 2710.880818 = -488028.339561
  nChanged 8
		SP:Iteration 22Q (186520.250000 sec): 3 clusters
  Score: Raw -490742.093725 + Penalty 2710.880818 = -488031.212908
  nChanged 7
		SP:Iteration 23Q (186520.330000 sec): 3 clusters
  Score: Raw -490744.509778 + Penalty 2710.880818 = -488033.628960
  nChanged 7
		SP:Iteration 24Q (186520.410000 sec): 3 clusters
  Score: Raw -490746.686500 + Penalty 2710.880818 = -488035.805682
  nChanged 7
		SP:Iteration 25Q (186520.480000 sec): 3 clusters
  Score: Raw -490749.029928 + Penalty 2710.880818 = -488038.149110
  nChanged 12
		SP:Iteration 26Q (186520.560000 sec): 3 clusters
  Score: Raw -490753.532262 + Penalty 2710.880818 = -488042.651445
  nChanged 17
		SP:Iteration 27Q (186520.630000 sec): 3 clusters
  Score: Raw -490759.055238 + Penalty 2710.880818 = -488048.174421
  nChanged 16
		SP:Iteration 28Q (186520.710000 sec): 3 clusters
  Score: Raw -490764.557166 + Penalty 2710.880818 = -488053.676349
  nChanged 10
		SP:Iteration 29Q (186520.780000 sec): 3 clusters
  Score: Raw -490768.355537 + Penalty 2710.880818 = -488057.474719
  nChanged 11
		SP:Iteration 30Q (186520.860000 sec): 3 clusters
  Score: Raw -490773.030489 + Penalty 2710.880818 = -488062.149671
  nChanged 15
		SP:Iteration 31Q (186520.930000 sec): 3 clusters
  Score: Raw -490779.772799 + Penalty 2710.880818 = -488068.891981
  nChanged 15
		SP:Iteration 32Q (186521.010000 sec): 3 clusters
  Score: Raw -490785.671271 + Penalty 2710.880818 = -488074.790453
  nChanged 13
		SP:Iteration 33Q (186521.090000 sec): 3 clusters
  Score: Raw -490790.667498 + Penalty 2710.880818 = -488079.786680
  nChanged 7
		SP:Iteration 34Q (186521.160000 sec): 3 clusters
  Score: Raw -490793.424802 + Penalty 2710.880818 = -488082.543984
  nChanged 4
		SP:Iteration 35Q (186521.240000 sec): 3 clusters
  Score: Raw -490795.571195 + Penalty 2710.880818 = -488084.690378
  nChanged 5
		SP:Iteration 36Q (186521.310000 sec): 3 clusters
  Score: Raw -490796.765015 + Penalty 2710.880818 = -488085.884198
  nChanged 2
		SP:Iteration 37Q (186521.390000 sec): 3 clusters
  Score: Raw -490797.540160 + Penalty 2710.880818 = -488086.659342
  nChanged 3
		SP:Iteration 38Q (186521.460000 sec): 3 clusters
  Score: Raw -490798.658579 + Penalty 2710.880818 = -488087.777761
  nChanged 5
		SP:Iteration 39Q (186521.540000 sec): 3 clusters
  Score: Raw -490800.350065 + Penalty 2710.880818 = -488089.469247
  nChanged 5
		SP:Iteration 40F (186521.610000 sec): 3 clusters
  Score: Raw -490802.219032 + Penalty 2710.880818 = -488091.338214
  nChanged 7
		SP:Iteration 41Q (186521.690000 sec): 3 clusters
  Score: Raw -490804.446835 + Penalty 2710.880818 = -488093.566017
  nChanged 6
		SP:Iteration 42Q (186521.770000 sec): 3 clusters
  Score: Raw -490806.815521 + Penalty 2710.880818 = -488095.934703
  nChanged 5
		SP:Iteration 43Q (186521.840000 sec): 3 clusters
  Score: Raw -490807.483267 + Penalty 2710.880818 = -488096.602449
  nChanged 0
		SP:Iteration 44F (186521.920000 sec): 3 clusters
  Score: Raw -490807.483267 + Penalty 2710.880818 = -488096.602449
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 110 (2286 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (186521.980000 sec): 2 clusters
  Score: Raw -255070.477359 + Penalty 1256.865812 = -253813.611547
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (186522.030000 sec): 3 clusters
  Score: Raw -254083.543137 + Penalty 2513.731624 = -251569.811513
  nChanged 844
		SP:Iteration 1F (186522.070000 sec): 3 clusters
  Score: Raw -254690.145095 + Penalty 2513.731624 = -252176.413470
  nChanged 194
		SP:Iteration 2F (186522.110000 sec): 3 clusters
  Score: Raw -254837.645900 + Penalty 2513.731624 = -252323.914275
  nChanged 118
		SP:Iteration 3F (186522.150000 sec): 3 clusters
  Score: Raw -254919.928614 + Penalty 2513.731624 = -252406.196990
  nChanged 74
		SP:Iteration 4Q (186522.190000 sec): 3 clusters
  Score: Raw -254966.944380 + Penalty 2513.731624 = -252453.212756
  nChanged 70
		SP:Iteration 5Q (186522.230000 sec): 3 clusters
  Score: Raw -255009.211346 + Penalty 2513.731624 = -252495.479722
  nChanged 61
		SP:Iteration 6Q (186522.280000 sec): 3 clusters
  Score: Raw -255042.366664 + Penalty 2513.731624 = -252528.635040
  nChanged 47
		SP:Iteration 7Q (186522.320000 sec): 3 clusters
  Score: Raw -255061.633573 + Penalty 2513.731624 = -252547.901949
  nChanged 28
		SP:Iteration 8Q (186522.360000 sec): 3 clusters
  Score: Raw -255074.988720 + Penalty 2513.731624 = -252561.257095
  nChanged 29
		SP:Iteration 9Q (186522.400000 sec): 3 clusters
  Score: Raw -255092.014811 + Penalty 2513.731624 = -252578.283186
  nChanged 35
		SP:Iteration 10Q (186522.450000 sec): 3 clusters
  Score: Raw -255112.781677 + Penalty 2513.731624 = -252599.050053
  nChanged 30
		SP:Iteration 11Q (186522.490000 sec): 3 clusters
  Score: Raw -255125.777579 + Penalty 2513.731624 = -252612.045955
  nChanged 26
		SP:Iteration 12Q (186522.530000 sec): 3 clusters
  Score: Raw -255140.821938 + Penalty 2513.731624 = -252627.090314
  nChanged 35
		SP:Iteration 13Q (186522.580000 sec): 3 clusters
  Score: Raw -255164.705284 + Penalty 2513.731624 = -252650.973659
  nChanged 37
		SP:Iteration 14Q (186522.620000 sec): 3 clusters
  Score: Raw -255180.478432 + Penalty 2513.731624 = -252666.746807
  nChanged 31
		SP:Iteration 15Q (186522.660000 sec): 3 clusters
  Score: Raw -255195.797239 + Penalty 2513.731624 = -252682.065615
  nChanged 32
		SP:Iteration 16Q (186522.700000 sec): 3 clusters
  Score: Raw -255227.227482 + Penalty 2513.731624 = -252713.495858
  nChanged 40
		SP:Iteration 17Q (186522.740000 sec): 3 clusters
  Score: Raw -255256.591596 + Penalty 2513.731624 = -252742.859972
  nChanged 31
		SP:Iteration 18Q (186522.780000 sec): 3 clusters
  Score: Raw -255274.156535 + Penalty 2513.731624 = -252760.424911
  nChanged 24
		SP:Iteration 19Q (186522.820000 sec): 3 clusters
  Score: Raw -255290.133041 + Penalty 2513.731624 = -252776.401416
  nChanged 32
		SP:Iteration 20F (186522.860000 sec): 3 clusters
  Score: Raw -255307.957890 + Penalty 2513.731624 = -252794.226266
  nChanged 27
		SP:Iteration 21Q (186522.910000 sec): 3 clusters
  Score: Raw -255321.348186 + Penalty 2513.731624 = -252807.616561
  nChanged 18
		SP:Iteration 22Q (186522.950000 sec): 3 clusters
  Score: Raw -255328.721131 + Penalty 2513.731624 = -252814.989507
  nChanged 13
		SP:Iteration 23Q (186522.990000 sec): 3 clusters
  Score: Raw -255333.747441 + Penalty 2513.731624 = -252820.015816
  nChanged 12
		SP:Iteration 24Q (186523.030000 sec): 3 clusters
  Score: Raw -255339.380138 + Penalty 2513.731624 = -252825.648513
  nChanged 8
		SP:Iteration 25Q (186523.070000 sec): 3 clusters
  Score: Raw -255344.287504 + Penalty 2513.731624 = -252830.555880
  nChanged 9
		SP:Iteration 26Q (186523.120000 sec): 3 clusters
  Score: Raw -255348.550667 + Penalty 2513.731624 = -252834.819043
  nChanged 10
		SP:Iteration 27Q (186523.160000 sec): 3 clusters
  Score: Raw -255352.266961 + Penalty 2513.731624 = -252838.535336
  nChanged 8
		SP:Iteration 28Q (186523.200000 sec): 3 clusters
  Score: Raw -255356.340627 + Penalty 2513.731624 = -252842.609002
  nChanged 9
		SP:Iteration 29Q (186523.240000 sec): 3 clusters
  Score: Raw -255361.509035 + Penalty 2513.731624 = -252847.777411
  nChanged 12
		SP:Iteration 30Q (186523.280000 sec): 3 clusters
  Score: Raw -255367.582270 + Penalty 2513.731624 = -252853.850645
  nChanged 11
		SP:Iteration 31Q (186523.320000 sec): 3 clusters
  Score: Raw -255373.075164 + Penalty 2513.731624 = -252859.343539
  nChanged 9
		SP:Iteration 32Q (186523.360000 sec): 3 clusters
  Score: Raw -255377.387377 + Penalty 2513.731624 = -252863.655752
  nChanged 7
		SP:Iteration 33Q (186523.400000 sec): 3 clusters
  Score: Raw -255380.114758 + Penalty 2513.731624 = -252866.383133
  nChanged 4
		SP:Iteration 34Q (186523.440000 sec): 3 clusters
  Score: Raw -255381.431776 + Penalty 2513.731624 = -252867.700152
  nChanged 3
		SP:Iteration 35Q (186523.490000 sec): 3 clusters
  Score: Raw -255382.525633 + Penalty 2513.731624 = -252868.794009
  nChanged 2
		SP:Iteration 36Q (186523.530000 sec): 3 clusters
  Score: Raw -255383.259164 + Penalty 2513.731624 = -252869.527539
  nChanged 4
		SP:Iteration 37Q (186523.570000 sec): 3 clusters
  Score: Raw -255384.681361 + Penalty 2513.731624 = -252870.949737
  nChanged 2
		SP:Iteration 38Q (186523.610000 sec): 3 clusters
  Score: Raw -255385.609703 + Penalty 2513.731624 = -252871.878079
  nChanged 0
		SP:Iteration 39F (186523.650000 sec): 3 clusters
  Score: Raw -255385.609703 + Penalty 2513.731624 = -252871.878079
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 111 (4013 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (186523.730000 sec): 2 clusters
  Score: Raw -467415.104869 + Penalty 1348.310335 = -466066.794534
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (186523.810000 sec): 3 clusters
  Score: Raw -465417.063315 + Penalty 2696.620670 = -462720.442645
  nChanged 1594
		SP:Iteration 1F (186523.880000 sec): 3 clusters
  Score: Raw -466373.897590 + Penalty 2696.620670 = -463677.276919
  nChanged 376
		SP:Iteration 2F (186523.950000 sec): 3 clusters
  Score: Raw -466679.746136 + Penalty 2696.620670 = -463983.125466
  nChanged 306
		SP:Iteration 3F (186524.020000 sec): 3 clusters
  Score: Raw -466938.749141 + Penalty 2696.620670 = -464242.128471
  nChanged 282
		SP:Iteration 4F (186524.100000 sec): 3 clusters
  Score: Raw -467186.781540 + Penalty 2696.620670 = -464490.160869
  nChanged 243
		SP:Iteration 5F (186524.170000 sec): 3 clusters
  Score: Raw -467376.164024 + Penalty 2696.620670 = -464679.543354
  nChanged 174
		SP:Iteration 6Q (186524.240000 sec): 3 clusters
  Score: Raw -467500.640251 + Penalty 2696.620670 = -464804.019580
  nChanged 152
		SP:Iteration 7Q (186524.310000 sec): 3 clusters
  Score: Raw -467589.369207 + Penalty 2696.620670 = -464892.748537
  nChanged 106
		SP:Iteration 8Q (186524.380000 sec): 3 clusters
  Score: Raw -467641.793756 + Penalty 2696.620670 = -464945.173085
  nChanged 52
		SP:Iteration 9Q (186524.460000 sec): 3 clusters
  Score: Raw -467663.085074 + Penalty 2696.620670 = -464966.464404
  nChanged 40
		SP:Iteration 10Q (186524.530000 sec): 3 clusters
  Score: Raw -467678.309904 + Penalty 2696.620670 = -464981.689234
  nChanged 29
		SP:Iteration 11Q (186524.600000 sec): 3 clusters
  Score: Raw -467689.166976 + Penalty 2696.620670 = -464992.546305
  nChanged 25
		SP:Iteration 12Q (186524.670000 sec): 3 clusters
  Score: Raw -467700.044238 + Penalty 2696.620670 = -465003.423568
  nChanged 26
		SP:Iteration 13Q (186524.740000 sec): 3 clusters
  Score: Raw -467709.141195 + Penalty 2696.620670 = -465012.520525
  nChanged 17
		SP:Iteration 14Q (186524.820000 sec): 3 clusters
  Score: Raw -467714.502327 + Penalty 2696.620670 = -465017.881656
  nChanged 15
		SP:Iteration 15Q (186524.890000 sec): 3 clusters
  Score: Raw -467719.150653 + Penalty 2696.620670 = -465022.529983
  nChanged 16
		SP:Iteration 16Q (186524.960000 sec): 3 clusters
  Score: Raw -467723.262878 + Penalty 2696.620670 = -465026.642208
  nChanged 10
		SP:Iteration 17Q (186525.030000 sec): 3 clusters
  Score: Raw -467726.730570 + Penalty 2696.620670 = -465030.109899
  nChanged 8
		SP:Iteration 18Q (186525.100000 sec): 3 clusters
  Score: Raw -467728.256842 + Penalty 2696.620670 = -465031.636171
  nChanged 3
		SP:Iteration 19Q (186525.170000 sec): 3 clusters
  Score: Raw -467728.738258 + Penalty 2696.620670 = -465032.117588
  nChanged 3
		SP:Iteration 20F (186525.240000 sec): 3 clusters
  Score: Raw -467729.201898 + Penalty 2696.620670 = -465032.581228
  nChanged 4
		SP:Iteration 21Q (186525.320000 sec): 3 clusters
  Score: Raw -467729.987814 + Penalty 2696.620670 = -465033.367144
  nChanged 4
		SP:Iteration 22Q (186525.390000 sec): 3 clusters
  Score: Raw -467730.858407 + Penalty 2696.620670 = -465034.237736
  nChanged 2
		SP:Iteration 23Q (186525.460000 sec): 3 clusters
  Score: Raw -467731.221299 + Penalty 2696.620670 = -465034.600629
  nChanged 0
		SP:Iteration 24F (186525.530000 sec): 3 clusters
  Score: Raw -467731.221299 + Penalty 2696.620670 = -465034.600629
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 112 (729 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (186525.580000 sec): 2 clusters
  Score: Raw -85062.615843 + Penalty 1071.146981 = -83991.468862
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (186525.600000 sec): 3 clusters
  Score: Raw -84955.369418 + Penalty 2142.293963 = -82813.075455
  nChanged 201
		SP:Iteration 1F (186525.620000 sec): 3 clusters
  Score: Raw -85201.012241 + Penalty 2142.293963 = -83058.718278
  nChanged 56
		SP:Iteration 2F (186525.630000 sec): 3 clusters
  Score: Raw -85286.736490 + Penalty 2142.293963 = -83144.442527
  nChanged 30
		SP:Iteration 3Q (186525.640000 sec): 3 clusters
  Score: Raw -85319.925454 + Penalty 2142.293963 = -83177.631492
  nChanged 16
		SP:Iteration 4Q (186525.660000 sec): 3 clusters
  Score: Raw -85334.577095 + Penalty 2142.293963 = -83192.283132
  nChanged 10
		SP:Iteration 5Q (186525.670000 sec): 3 clusters
  Score: Raw -85346.138979 + Penalty 2142.293963 = -83203.845016
  nChanged 5
		SP:Iteration 6Q (186525.690000 sec): 3 clusters
  Score: Raw -85352.491064 + Penalty 2142.293963 = -83210.197101
  nChanged 2
		SP:Iteration 7Q (186525.700000 sec): 3 clusters
  Score: Raw -85354.820724 + Penalty 2142.293963 = -83212.526761
  nChanged 0
		SP:Iteration 8F (186525.720000 sec): 3 clusters
  Score: Raw -85354.820724 + Penalty 2142.293963 = -83212.526761
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 113 (4118 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (186525.790000 sec): 2 clusters
  Score: Raw -472349.091384 + Penalty 1352.507469 = -470996.583915
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (186525.870000 sec): 3 clusters
  Score: Raw -470272.387279 + Penalty 2705.014938 = -467567.372340
  nChanged 1677
		SP:Iteration 1F (186525.950000 sec): 3 clusters
  Score: Raw -471276.664830 + Penalty 2705.014938 = -468571.649891
  nChanged 313
		SP:Iteration 2F (186526.020000 sec): 3 clusters
  Score: Raw -471462.725233 + Penalty 2705.014938 = -468757.710295
  nChanged 240
		SP:Iteration 3F (186526.100000 sec): 3 clusters
  Score: Raw -471604.861123 + Penalty 2705.014938 = -468899.846185
  nChanged 206
		SP:Iteration 4F (186526.170000 sec): 3 clusters
  Score: Raw -471734.265821 + Penalty 2705.014938 = -469029.250882
  nChanged 191
		SP:Iteration 5Q (186526.240000 sec): 3 clusters
  Score: Raw -471858.109878 + Penalty 2705.014938 = -469153.094939
  nChanged 171
		SP:Iteration 6Q (186526.320000 sec): 3 clusters
  Score: Raw -471986.252381 + Penalty 2705.014938 = -469281.237443
  nChanged 166
		SP:Iteration 7Q (186526.390000 sec): 3 clusters
  Score: Raw -472101.790523 + Penalty 2705.014938 = -469396.775585
  nChanged 134
		SP:Iteration 8Q (186526.470000 sec): 3 clusters
  Score: Raw -472172.064479 + Penalty 2705.014938 = -469467.049540
  nChanged 116
		SP:Iteration 9Q (186526.540000 sec): 3 clusters
  Score: Raw -472234.302681 + Penalty 2705.014938 = -469529.287743
  nChanged 96
		SP:Iteration 10Q (186526.620000 sec): 3 clusters
  Score: Raw -472289.750334 + Penalty 2705.014938 = -469584.735395
  nChanged 91
		SP:Iteration 11Q (186526.690000 sec): 3 clusters
  Score: Raw -472337.609806 + Penalty 2705.014938 = -469632.594868
  nChanged 86
		SP:Iteration 12Q (186526.760000 sec): 3 clusters
  Score: Raw -472376.521120 + Penalty 2705.014938 = -469671.506181
  nChanged 60
		SP:Iteration 13Q (186526.840000 sec): 3 clusters
  Score: Raw -472401.490345 + Penalty 2705.014938 = -469696.475407
  nChanged 50
		SP:Iteration 14Q (186526.910000 sec): 3 clusters
  Score: Raw -472424.369137 + Penalty 2705.014938 = -469719.354199
  nChanged 59
		SP:Iteration 15Q (186526.980000 sec): 3 clusters
  Score: Raw -472455.385784 + Penalty 2705.014938 = -469750.370846
  nChanged 43
		SP:Iteration 16Q (186527.060000 sec): 3 clusters
  Score: Raw -472478.834094 + Penalty 2705.014938 = -469773.819155
  nChanged 42
		SP:Iteration 17Q (186527.130000 sec): 3 clusters
  Score: Raw -472498.089602 + Penalty 2705.014938 = -469793.074663
  nChanged 29
		SP:Iteration 18Q (186527.200000 sec): 3 clusters
  Score: Raw -472510.109818 + Penalty 2705.014938 = -469805.094879
  nChanged 27
		SP:Iteration 19Q (186527.280000 sec): 3 clusters
  Score: Raw -472522.695624 + Penalty 2705.014938 = -469817.680685
  nChanged 34
		SP:Iteration 20F (186527.350000 sec): 3 clusters
  Score: Raw -472544.299631 + Penalty 2705.014938 = -469839.284693
  nChanged 38
		SP:Iteration 21Q (186527.420000 sec): 3 clusters
  Score: Raw -472569.651257 + Penalty 2705.014938 = -469864.636318
  nChanged 37
		SP:Iteration 22Q (186527.500000 sec): 3 clusters
  Score: Raw -472587.384667 + Penalty 2705.014938 = -469882.369728
  nChanged 25
		SP:Iteration 23Q (186527.570000 sec): 3 clusters
  Score: Raw -472601.130684 + Penalty 2705.014938 = -469896.115745
  nChanged 16
		SP:Iteration 24Q (186527.640000 sec): 3 clusters
  Score: Raw -472607.646936 + Penalty 2705.014938 = -469902.631997
  nChanged 20
		SP:Iteration 25Q (186527.720000 sec): 3 clusters
  Score: Raw -472613.339133 + Penalty 2705.014938 = -469908.324195
  nChanged 13
		SP:Iteration 26Q (186527.790000 sec): 3 clusters
  Score: Raw -472617.062206 + Penalty 2705.014938 = -469912.047268
  nChanged 8
		SP:Iteration 27Q (186527.860000 sec): 3 clusters
  Score: Raw -472619.581012 + Penalty 2705.014938 = -469914.566073
  nChanged 7
		SP:Iteration 28Q (186527.940000 sec): 3 clusters
  Score: Raw -472621.940174 + Penalty 2705.014938 = -469916.925236
  nChanged 6
		SP:Iteration 29Q (186528.010000 sec): 3 clusters
  Score: Raw -472623.969102 + Penalty 2705.014938 = -469918.954164
  nChanged 4
		SP:Iteration 30Q (186528.080000 sec): 3 clusters
  Score: Raw -472624.980462 + Penalty 2705.014938 = -469919.965524
  nChanged 5
		SP:Iteration 31Q (186528.160000 sec): 3 clusters
  Score: Raw -472626.308171 + Penalty 2705.014938 = -469921.293233
  nChanged 5
		SP:Iteration 32Q (186528.230000 sec): 3 clusters
  Score: Raw -472628.272008 + Penalty 2705.014938 = -469923.257069
  nChanged 4
		SP:Iteration 33Q (186528.300000 sec): 3 clusters
  Score: Raw -472629.326049 + Penalty 2705.014938 = -469924.311111
  nChanged 0
		SP:Iteration 34F (186528.380000 sec): 3 clusters
  Score: Raw -472629.326049 + Penalty 2705.014938 = -469924.311111
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 114 (7599 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (186528.470000 sec): 2 clusters
  Score: Raw -909792.668113 + Penalty 1452.062940 = -908340.605173
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (186528.620000 sec): 3 clusters
  Score: Raw -905676.144961 + Penalty 2904.125880 = -902772.019081
  nChanged 3147
		SP:Iteration 1F (186528.760000 sec): 3 clusters
  Score: Raw -907597.564886 + Penalty 2904.125880 = -904693.439006
  nChanged 633
		SP:Iteration 2F (186528.870000 sec): 3 clusters
  Score: Raw -908035.805274 + Penalty 2904.125880 = -905131.679394
  nChanged 514
		SP:Iteration 3F (186528.980000 sec): 3 clusters
  Score: Raw -908361.902793 + Penalty 2904.125880 = -905457.776913
  nChanged 454
		SP:Iteration 4F (186529.090000 sec): 3 clusters
  Score: Raw -908649.561792 + Penalty 2904.125880 = -905745.435912
  nChanged 409
		SP:Iteration 5F (186529.200000 sec): 3 clusters
  Score: Raw -908882.216742 + Penalty 2904.125880 = -905978.090862
  nChanged 301
		SP:Iteration 6Q (186529.310000 sec): 3 clusters
  Score: Raw -909049.738266 + Penalty 2904.125880 = -906145.612386
  nChanged 266
		SP:Iteration 7Q (186529.420000 sec): 3 clusters
  Score: Raw -909186.524584 + Penalty 2904.125880 = -906282.398704
  nChanged 235
		SP:Iteration 8Q (186529.530000 sec): 3 clusters
  Score: Raw -909319.122943 + Penalty 2904.125880 = -906414.997063
  nChanged 211
		SP:Iteration 9Q (186529.640000 sec): 3 clusters
  Score: Raw -909424.406912 + Penalty 2904.125880 = -906520.281032
  nChanged 169
		SP:Iteration 10Q (186529.750000 sec): 3 clusters
  Score: Raw -909514.006286 + Penalty 2904.125880 = -906609.880406
  nChanged 166
		SP:Iteration 11Q (186529.880000 sec): 3 clusters
  Score: Raw -909586.453109 + Penalty 2904.125880 = -906682.327229
  nChanged 118
		SP:Iteration 12Q (186530.000000 sec): 3 clusters
  Score: Raw -909637.390952 + Penalty 2904.125880 = -906733.265072
  nChanged 118
		SP:Iteration 13Q (186530.120000 sec): 3 clusters
  Score: Raw -909702.007270 + Penalty 2904.125880 = -906797.881390
  nChanged 118
		SP:Iteration 14Q (186530.250000 sec): 3 clusters
  Score: Raw -909755.663104 + Penalty 2904.125880 = -906851.537224
  nChanged 103
		SP:Iteration 15Q (186530.370000 sec): 3 clusters
  Score: Raw -909803.530046 + Penalty 2904.125880 = -906899.404166
  nChanged 95
		SP:Iteration 16Q (186530.490000 sec): 3 clusters
  Score: Raw -909844.575904 + Penalty 2904.125880 = -906940.450024
  nChanged 86
		SP:Iteration 17Q (186530.620000 sec): 3 clusters
  Score: Raw -909882.021797 + Penalty 2904.125880 = -906977.895917
  nChanged 82
		SP:Iteration 18Q (186530.740000 sec): 3 clusters
  Score: Raw -909917.185872 + Penalty 2904.125880 = -907013.059992
  nChanged 92
		SP:Iteration 19Q (186530.860000 sec): 3 clusters
  Score: Raw -909961.695224 + Penalty 2904.125880 = -907057.569344
  nChanged 75
		SP:Iteration 20F (186530.980000 sec): 3 clusters
  Score: Raw -909987.563299 + Penalty 2904.125880 = -907083.437419
  nChanged 44
		SP:Iteration 21Q (186531.100000 sec): 3 clusters
  Score: Raw -909997.110313 + Penalty 2904.125880 = -907092.984433
  nChanged 35
		SP:Iteration 22Q (186531.220000 sec): 3 clusters
  Score: Raw -910005.048354 + Penalty 2904.125880 = -907100.922474
  nChanged 35
		SP:Iteration 23Q (186531.350000 sec): 3 clusters
  Score: Raw -910013.645512 + Penalty 2904.125880 = -907109.519632
  nChanged 36
		SP:Iteration 24Q (186531.470000 sec): 3 clusters
  Score: Raw -910024.107342 + Penalty 2904.125880 = -907119.981462
  nChanged 45
		SP:Iteration 25Q (186531.590000 sec): 3 clusters
  Score: Raw -910037.127236 + Penalty 2904.125880 = -907133.001356
  nChanged 39
		SP:Iteration 26Q (186531.710000 sec): 3 clusters
  Score: Raw -910046.784092 + Penalty 2904.125880 = -907142.658212
  nChanged 31
		SP:Iteration 27Q (186531.830000 sec): 3 clusters
  Score: Raw -910055.513020 + Penalty 2904.125880 = -907151.387140
  nChanged 28
		SP:Iteration 28Q (186531.950000 sec): 3 clusters
  Score: Raw -910064.665493 + Penalty 2904.125880 = -907160.539613
  nChanged 35
		SP:Iteration 29Q (186532.070000 sec): 3 clusters
  Score: Raw -910074.956479 + Penalty 2904.125880 = -907170.830598
  nChanged 36
		SP:Iteration 30Q (186532.190000 sec): 3 clusters
  Score: Raw -910085.900369 + Penalty 2904.125880 = -907181.774489
  nChanged 43
		SP:Iteration 31Q (186532.310000 sec): 3 clusters
  Score: Raw -910101.814977 + Penalty 2904.125880 = -907197.689097
  nChanged 44
		SP:Iteration 32Q (186532.430000 sec): 3 clusters
  Score: Raw -910119.333422 + Penalty 2904.125880 = -907215.207542
  nChanged 37
		SP:Iteration 33Q (186532.550000 sec): 3 clusters
  Score: Raw -910132.613749 + Penalty 2904.125880 = -907228.487869
  nChanged 35
		SP:Iteration 34Q (186532.680000 sec): 3 clusters
  Score: Raw -910141.706649 + Penalty 2904.125880 = -907237.580769
  nChanged 34
		SP:Iteration 35Q (186532.800000 sec): 3 clusters
  Score: Raw -910151.896357 + Penalty 2904.125880 = -907247.770477
  nChanged 34
		SP:Iteration 36Q (186532.920000 sec): 3 clusters
  Score: Raw -910165.069526 + Penalty 2904.125880 = -907260.943646
  nChanged 28
		SP:Iteration 37Q (186533.040000 sec): 3 clusters
  Score: Raw -910173.429237 + Penalty 2904.125880 = -907269.303357
  nChanged 34
		SP:Iteration 38Q (186533.160000 sec): 3 clusters
  Score: Raw -910185.875959 + Penalty 2904.125880 = -907281.750079
  nChanged 36
		SP:Iteration 39Q (186533.280000 sec): 3 clusters
  Score: Raw -910198.966797 + Penalty 2904.125880 = -907294.840917
  nChanged 38
		SP:Iteration 40F (186533.400000 sec): 3 clusters
  Score: Raw -910211.877518 + Penalty 2904.125880 = -907307.751638
  nChanged 31
		SP:Iteration 41Q (186533.520000 sec): 3 clusters
  Score: Raw -910222.095348 + Penalty 2904.125880 = -907317.969468
  nChanged 25
		SP:Iteration 42Q (186533.640000 sec): 3 clusters
  Score: Raw -910230.958396 + Penalty 2904.125880 = -907326.832516
  nChanged 30
		SP:Iteration 43Q (186533.760000 sec): 3 clusters
  Score: Raw -910244.124050 + Penalty 2904.125880 = -907339.998170
  nChanged 36
		SP:Iteration 44Q (186533.880000 sec): 3 clusters
  Score: Raw -910259.684610 + Penalty 2904.125880 = -907355.558730
  nChanged 36
		SP:Iteration 45Q (186534.000000 sec): 3 clusters
  Score: Raw -910282.643234 + Penalty 2904.125880 = -907378.517354
  nChanged 43
		SP:Iteration 46Q (186534.120000 sec): 3 clusters
  Score: Raw -910304.557094 + Penalty 2904.125880 = -907400.431214
  nChanged 37
		SP:Iteration 47Q (186534.240000 sec): 3 clusters
  Score: Raw -910322.300825 + Penalty 2904.125880 = -907418.174945
  nChanged 31
		SP:Iteration 48Q (186534.360000 sec): 3 clusters
  Score: Raw -910336.947835 + Penalty 2904.125880 = -907432.821955
  nChanged 34
		SP:Iteration 49Q (186534.480000 sec): 3 clusters
  Score: Raw -910351.364342 + Penalty 2904.125880 = -907447.238462
  nChanged 30
		SP:Iteration 50Q (186534.600000 sec): 3 clusters
  Score: Raw -910364.399366 + Penalty 2904.125880 = -907460.273486
  nChanged 24
		SP:Iteration 51Q (186534.710000 sec): 3 clusters
  Score: Raw -910376.699238 + Penalty 2904.125880 = -907472.573358
  nChanged 27
		SP:Iteration 52Q (186534.830000 sec): 3 clusters
  Score: Raw -910389.099875 + Penalty 2904.125880 = -907484.973995
  nChanged 20
		SP:Iteration 53Q (186534.950000 sec): 3 clusters
  Score: Raw -910398.289411 + Penalty 2904.125880 = -907494.163531
  nChanged 12
		SP:Iteration 54Q (186535.070000 sec): 3 clusters
  Score: Raw -910403.887717 + Penalty 2904.125880 = -907499.761837
  nChanged 15
		SP:Iteration 55Q (186535.190000 sec): 3 clusters
  Score: Raw -910409.173613 + Penalty 2904.125880 = -907505.047733
  nChanged 11
		SP:Iteration 56Q (186535.310000 sec): 3 clusters
  Score: Raw -910414.259116 + Penalty 2904.125880 = -907510.133235
  nChanged 16
		SP:Iteration 57Q (186535.430000 sec): 3 clusters
  Score: Raw -910421.646409 + Penalty 2904.125880 = -907517.520529
  nChanged 16
		SP:Iteration 58Q (186535.550000 sec): 3 clusters
  Score: Raw -910432.155648 + Penalty 2904.125880 = -907528.029768
  nChanged 17
		SP:Iteration 59Q (186535.660000 sec): 3 clusters
  Score: Raw -910442.396183 + Penalty 2904.125880 = -907538.270303
  nChanged 25
		SP:Iteration 60F (186535.790000 sec): 3 clusters
  Score: Raw -910459.942184 + Penalty 2904.125880 = -907555.816304
  nChanged 25
		SP:Iteration 61Q (186535.910000 sec): 3 clusters
  Score: Raw -910479.634898 + Penalty 2904.125880 = -907575.509018
  nChanged 33
		SP:Iteration 62Q (186536.020000 sec): 3 clusters
  Score: Raw -910502.993394 + Penalty 2904.125880 = -907598.867514
  nChanged 17
		SP:Iteration 63Q (186536.140000 sec): 3 clusters
  Score: Raw -910514.927414 + Penalty 2904.125880 = -907610.801534
  nChanged 20
		SP:Iteration 64Q (186536.260000 sec): 3 clusters
  Score: Raw -910525.772830 + Penalty 2904.125880 = -907621.646950
  nChanged 13
		SP:Iteration 65Q (186536.370000 sec): 3 clusters
  Score: Raw -910531.110425 + Penalty 2904.125880 = -907626.984545
  nChanged 11
		SP:Iteration 66Q (186536.490000 sec): 3 clusters
  Score: Raw -910538.416109 + Penalty 2904.125880 = -907634.290229
  nChanged 5
		SP:Iteration 67Q (186536.610000 sec): 3 clusters
  Score: Raw -910541.799933 + Penalty 2904.125880 = -907637.674053
  nChanged 2
		SP:Iteration 68Q (186536.730000 sec): 3 clusters
  Score: Raw -910542.352145 + Penalty 2904.125880 = -907638.226265
  nChanged 1
		SP:Iteration 69Q (186536.850000 sec): 3 clusters
  Score: Raw -910542.640333 + Penalty 2904.125880 = -907638.514453
  nChanged 1
		SP:Iteration 70Q (186536.960000 sec): 3 clusters
  Score: Raw -910543.055812 + Penalty 2904.125880 = -907638.929932
  nChanged 1
		SP:Iteration 71Q (186537.080000 sec): 3 clusters
  Score: Raw -910543.537084 + Penalty 2904.125880 = -907639.411204
  nChanged 2
		SP:Iteration 72Q (186537.200000 sec): 3 clusters
  Score: Raw -910544.097172 + Penalty 2904.125880 = -907639.971292
  nChanged 0
		SP:Iteration 73F (186537.320000 sec): 3 clusters
  Score: Raw -910544.097172 + Penalty 2904.125880 = -907639.971292
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 115 (3179 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (186537.400000 sec): 2 clusters
  Score: Raw -356854.101931 + Penalty 1310.452319 = -355543.649612
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (186537.460000 sec): 3 clusters
  Score: Raw -355323.846724 + Penalty 2620.904637 = -352702.942087
  nChanged 1221
		SP:Iteration 1F (186537.530000 sec): 3 clusters
  Score: Raw -356053.365684 + Penalty 2620.904637 = -353432.461047
  nChanged 261
		SP:Iteration 2F (186537.590000 sec): 3 clusters
  Score: Raw -356258.970998 + Penalty 2620.904637 = -353638.066361
  nChanged 214
		SP:Iteration 3F (186537.650000 sec): 3 clusters
  Score: Raw -356463.277216 + Penalty 2620.904637 = -353842.372579
  nChanged 184
		SP:Iteration 4F (186537.710000 sec): 3 clusters
  Score: Raw -356642.326976 + Penalty 2620.904637 = -354021.422338
  nChanged 151
		SP:Iteration 5Q (186537.770000 sec): 3 clusters
  Score: Raw -356767.058658 + Penalty 2620.904637 = -354146.154021
  nChanged 138
		SP:Iteration 6Q (186537.830000 sec): 3 clusters
  Score: Raw -356863.684815 + Penalty 2620.904637 = -354242.780178
  nChanged 109
		SP:Iteration 7Q (186537.890000 sec): 3 clusters
  Score: Raw -356934.245126 + Penalty 2620.904637 = -354313.340489
  nChanged 96
		SP:Iteration 8Q (186537.950000 sec): 3 clusters
  Score: Raw -356997.498371 + Penalty 2620.904637 = -354376.593734
  nChanged 77
		SP:Iteration 9Q (186538.010000 sec): 3 clusters
  Score: Raw -357040.448576 + Penalty 2620.904637 = -354419.543939
  nChanged 70
		SP:Iteration 10Q (186538.070000 sec): 3 clusters
  Score: Raw -357085.058018 + Penalty 2620.904637 = -354464.153380
  nChanged 66
		SP:Iteration 11Q (186538.130000 sec): 3 clusters
  Score: Raw -357118.124765 + Penalty 2620.904637 = -354497.220128
  nChanged 46
		SP:Iteration 12Q (186538.190000 sec): 3 clusters
  Score: Raw -357144.197262 + Penalty 2620.904637 = -354523.292624
  nChanged 38
		SP:Iteration 13Q (186538.250000 sec): 3 clusters
  Score: Raw -357165.219585 + Penalty 2620.904637 = -354544.314948
  nChanged 45
		SP:Iteration 14Q (186538.310000 sec): 3 clusters
  Score: Raw -357193.403125 + Penalty 2620.904637 = -354572.498488
  nChanged 41
		SP:Iteration 15Q (186538.370000 sec): 3 clusters
  Score: Raw -357218.431211 + Penalty 2620.904637 = -354597.526573
  nChanged 39
		SP:Iteration 16Q (186538.430000 sec): 3 clusters
  Score: Raw -357245.852020 + Penalty 2620.904637 = -354624.947382
  nChanged 45
		SP:Iteration 17Q (186538.490000 sec): 3 clusters
  Score: Raw -357291.023559 + Penalty 2620.904637 = -354670.118922
  nChanged 59
		SP:Iteration 18Q (186538.550000 sec): 3 clusters
  Score: Raw -357343.414438 + Penalty 2620.904637 = -354722.509800
  nChanged 60
		SP:Iteration 19Q (186538.600000 sec): 3 clusters
  Score: Raw -357383.470409 + Penalty 2620.904637 = -354762.565772
  nChanged 38
		SP:Iteration 20F (186538.660000 sec): 3 clusters
  Score: Raw -357414.800590 + Penalty 2620.904637 = -354793.895953
  nChanged 47
		SP:Iteration 21Q (186538.720000 sec): 3 clusters
  Score: Raw -357442.221018 + Penalty 2620.904637 = -354821.316381
  nChanged 25
		SP:Iteration 22Q (186538.780000 sec): 3 clusters
  Score: Raw -357452.290664 + Penalty 2620.904637 = -354831.386027
  nChanged 19
		SP:Iteration 23Q (186538.840000 sec): 3 clusters
  Score: Raw -357459.606412 + Penalty 2620.904637 = -354838.701775
  nChanged 12
		SP:Iteration 24Q (186538.900000 sec): 3 clusters
  Score: Raw -357466.061509 + Penalty 2620.904637 = -354845.156871
  nChanged 16
		SP:Iteration 25Q (186538.950000 sec): 3 clusters
  Score: Raw -357471.477238 + Penalty 2620.904637 = -354850.572600
  nChanged 11
		SP:Iteration 26Q (186539.010000 sec): 3 clusters
  Score: Raw -357475.997516 + Penalty 2620.904637 = -354855.092879
  nChanged 11
		SP:Iteration 27Q (186539.070000 sec): 3 clusters
  Score: Raw -357481.468349 + Penalty 2620.904637 = -354860.563711
  nChanged 12
		SP:Iteration 28Q (186539.130000 sec): 3 clusters
  Score: Raw -357486.448525 + Penalty 2620.904637 = -354865.543888
  nChanged 10
		SP:Iteration 29Q (186539.190000 sec): 3 clusters
  Score: Raw -357489.116395 + Penalty 2620.904637 = -354868.211758
  nChanged 7
		SP:Iteration 30Q (186539.250000 sec): 3 clusters
  Score: Raw -357492.007410 + Penalty 2620.904637 = -354871.102773
  nChanged 7
		SP:Iteration 31Q (186539.310000 sec): 3 clusters
  Score: Raw -357494.055932 + Penalty 2620.904637 = -354873.151295
  nChanged 6
		SP:Iteration 32Q (186539.370000 sec): 3 clusters
  Score: Raw -357495.557425 + Penalty 2620.904637 = -354874.652787
  nChanged 7
		SP:Iteration 33Q (186539.420000 sec): 3 clusters
  Score: Raw -357499.506523 + Penalty 2620.904637 = -354878.601885
  nChanged 11
		SP:Iteration 34Q (186539.480000 sec): 3 clusters
  Score: Raw -357504.656897 + Penalty 2620.904637 = -354883.752260
  nChanged 9
		SP:Iteration 35Q (186539.540000 sec): 3 clusters
  Score: Raw -357507.968073 + Penalty 2620.904637 = -354887.063436
  nChanged 7
		SP:Iteration 36Q (186539.600000 sec): 3 clusters
  Score: Raw -357510.216357 + Penalty 2620.904637 = -354889.311720
  nChanged 4
		SP:Iteration 37Q (186539.660000 sec): 3 clusters
  Score: Raw -357511.626793 + Penalty 2620.904637 = -354890.722156
  nChanged 3
		SP:Iteration 38Q (186539.710000 sec): 3 clusters
  Score: Raw -357512.548882 + Penalty 2620.904637 = -354891.644245
  nChanged 3
		SP:Iteration 39Q (186539.770000 sec): 3 clusters
  Score: Raw -357513.558588 + Penalty 2620.904637 = -354892.653951
  nChanged 1
		SP:Iteration 40F (186539.830000 sec): 3 clusters
  Score: Raw -357513.742578 + Penalty 2620.904637 = -354892.837941
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 116 (6658 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (186539.930000 sec): 2 clusters
  Score: Raw -758748.756383 + Penalty 1430.580843 = -757318.175540
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (186540.050000 sec): 3 clusters
  Score: Raw -755140.653384 + Penalty 2861.161686 = -752279.491698
  nChanged 2785
		SP:Iteration 1F (186540.160000 sec): 3 clusters
  Score: Raw -756658.019279 + Penalty 2861.161686 = -753796.857593
  nChanged 425
		SP:Iteration 2F (186540.270000 sec): 3 clusters
  Score: Raw -756861.702587 + Penalty 2861.161686 = -754000.540901
  nChanged 340
		SP:Iteration 3F (186540.380000 sec): 3 clusters
  Score: Raw -757019.375749 + Penalty 2861.161686 = -754158.214063
  nChanged 306
		SP:Iteration 4Q (186540.490000 sec): 3 clusters
  Score: Raw -757173.684817 + Penalty 2861.161686 = -754312.523131
  nChanged 311
		SP:Iteration 5Q (186540.600000 sec): 3 clusters
  Score: Raw -757356.226067 + Penalty 2861.161686 = -754495.064382
  nChanged 300
		SP:Iteration 6Q (186540.710000 sec): 3 clusters
  Score: Raw -757529.149957 + Penalty 2861.161686 = -754667.988271
  nChanged 284
		SP:Iteration 7Q (186540.820000 sec): 3 clusters
  Score: Raw -757723.320698 + Penalty 2861.161686 = -754862.159012
  nChanged 283
		SP:Iteration 8Q (186540.930000 sec): 3 clusters
  Score: Raw -757928.725607 + Penalty 2861.161686 = -755067.563921
  nChanged 281
		SP:Iteration 9Q (186541.030000 sec): 3 clusters
  Score: Raw -758119.922567 + Penalty 2861.161686 = -755258.760881
  nChanged 255
		SP:Iteration 10Q (186541.140000 sec): 3 clusters
  Score: Raw -758299.260579 + Penalty 2861.161686 = -755438.098893
  nChanged 245
		SP:Iteration 11Q (186541.250000 sec): 3 clusters
  Score: Raw -758472.795571 + Penalty 2861.161686 = -755611.633885
  nChanged 233
		SP:Iteration 12Q (186541.360000 sec): 3 clusters
  Score: Raw -758643.228477 + Penalty 2861.161686 = -755782.066791
  nChanged 221
		SP:Iteration 13Q (186541.470000 sec): 3 clusters
  Score: Raw -758823.143535 + Penalty 2861.161686 = -755961.981849
  nChanged 240
		SP:Iteration 14Q (186541.570000 sec): 3 clusters
  Score: Raw -758992.979432 + Penalty 2861.161686 = -756131.817746
  nChanged 174
		SP:Iteration 15Q (186541.690000 sec): 3 clusters
  Score: Raw -759079.719417 + Penalty 2861.161686 = -756218.557731
  nChanged 106
		SP:Iteration 16Q (186541.800000 sec): 3 clusters
  Score: Raw -759130.466409 + Penalty 2861.161686 = -756269.304723
  nChanged 94
		SP:Iteration 17Q (186541.900000 sec): 3 clusters
  Score: Raw -759182.208551 + Penalty 2861.161686 = -756321.046865
  nChanged 107
		SP:Iteration 18Q (186542.010000 sec): 3 clusters
  Score: Raw -759232.501494 + Penalty 2861.161686 = -756371.339808
  nChanged 95
		SP:Iteration 19Q (186542.130000 sec): 3 clusters
  Score: Raw -759271.259477 + Penalty 2861.161686 = -756410.097792
  nChanged 76
		SP:Iteration 20F (186542.240000 sec): 3 clusters
  Score: Raw -759296.422677 + Penalty 2861.161686 = -756435.260992
  nChanged 39
		SP:Iteration 21Q (186542.350000 sec): 3 clusters
  Score: Raw -759307.030445 + Penalty 2861.161686 = -756445.868759
  nChanged 30
		SP:Iteration 22Q (186542.470000 sec): 3 clusters
  Score: Raw -759313.889372 + Penalty 2861.161686 = -756452.727686
  nChanged 23
		SP:Iteration 23Q (186542.570000 sec): 3 clusters
  Score: Raw -759318.322470 + Penalty 2861.161686 = -756457.160784
  nChanged 11
		SP:Iteration 24Q (186542.680000 sec): 3 clusters
  Score: Raw -759320.391936 + Penalty 2861.161686 = -756459.230250
  nChanged 10
		SP:Iteration 25Q (186542.790000 sec): 3 clusters
  Score: Raw -759322.186079 + Penalty 2861.161686 = -756461.024393
  nChanged 10
		SP:Iteration 26Q (186542.900000 sec): 3 clusters
  Score: Raw -759323.656957 + Penalty 2861.161686 = -756462.495271
  nChanged 5
		SP:Iteration 27Q (186543.010000 sec): 3 clusters
  Score: Raw -759324.284351 + Penalty 2861.161686 = -756463.122665
  nChanged 3
		SP:Iteration 28Q (186543.120000 sec): 3 clusters
  Score: Raw -759324.617349 + Penalty 2861.161686 = -756463.455663
  nChanged 1
		SP:Iteration 29Q (186543.230000 sec): 3 clusters
  Score: Raw -759324.658207 + Penalty 2861.161686 = -756463.496521
  nChanged 0
		SP:Iteration 30F (186543.350000 sec): 3 clusters
  Score: Raw -759324.658207 + Penalty 2861.161686 = -756463.496521
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 117 (661 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (186543.410000 sec): 2 clusters
  Score: Raw -74907.945842 + Penalty 1055.234999 = -73852.710843
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (186543.420000 sec): 3 clusters
  Score: Raw -74752.424236 + Penalty 2110.469998 = -72641.954238
  nChanged 190
		SP:Iteration 1F (186543.430000 sec): 3 clusters
  Score: Raw -74981.511787 + Penalty 2110.469998 = -72871.041789
  nChanged 49
		SP:Iteration 2F (186543.450000 sec): 3 clusters
  Score: Raw -75044.575094 + Penalty 2110.469998 = -72934.105096
  nChanged 23
		SP:Iteration 3Q (186543.460000 sec): 3 clusters
  Score: Raw -75084.527385 + Penalty 2110.469998 = -72974.057387
  nChanged 24
		SP:Iteration 4Q (186543.470000 sec): 3 clusters
  Score: Raw -75114.173039 + Penalty 2110.469998 = -73003.703041
  nChanged 17
		SP:Iteration 5Q (186543.490000 sec): 3 clusters
  Score: Raw -75147.746444 + Penalty 2110.469998 = -73037.276446
  nChanged 13
		SP:Iteration 6Q (186543.500000 sec): 3 clusters
  Score: Raw -75167.818376 + Penalty 2110.469998 = -73057.348378
  nChanged 13
		SP:Iteration 7Q (186543.510000 sec): 3 clusters
  Score: Raw -75196.519836 + Penalty 2110.469998 = -73086.049838
  nChanged 12
		SP:Iteration 8Q (186543.530000 sec): 3 clusters
  Score: Raw -75210.787542 + Penalty 2110.469998 = -73100.317544
  nChanged 6
		SP:Iteration 9Q (186543.540000 sec): 3 clusters
  Score: Raw -75220.282760 + Penalty 2110.469998 = -73109.812762
  nChanged 6
		SP:Iteration 10Q (186543.550000 sec): 3 clusters
  Score: Raw -75227.549563 + Penalty 2110.469998 = -73117.079566
  nChanged 8
		SP:Iteration 11Q (186543.570000 sec): 3 clusters
  Score: Raw -75238.585831 + Penalty 2110.469998 = -73128.115833
  nChanged 6
		SP:Iteration 12Q (186543.580000 sec): 3 clusters
  Score: Raw -75246.366843 + Penalty 2110.469998 = -73135.896845
  nChanged 5
		SP:Iteration 13Q (186543.590000 sec): 3 clusters
  Score: Raw -75257.193050 + Penalty 2110.469998 = -73146.723052
  nChanged 7
		SP:Iteration 14Q (186543.610000 sec): 3 clusters
  Score: Raw -75271.433004 + Penalty 2110.469998 = -73160.963006
  nChanged 10
		SP:Iteration 15Q (186543.620000 sec): 3 clusters
  Score: Raw -75286.556892 + Penalty 2110.469998 = -73176.086894
  nChanged 8
		SP:Iteration 16Q (186543.630000 sec): 3 clusters
  Score: Raw -75312.967555 + Penalty 2110.469998 = -73202.497557
  nChanged 11
		SP:Iteration 17Q (186543.640000 sec): 3 clusters
  Score: Raw -75351.257626 + Penalty 2110.469998 = -73240.787628
  nChanged 14
		SP:Iteration 18Q (186543.660000 sec): 3 clusters
  Score: Raw -75412.622039 + Penalty 2110.469998 = -73302.152041
  nChanged 12
		SP:Iteration 19Q (186543.670000 sec): 3 clusters
  Score: Raw -75501.299879 + Penalty 2110.469998 = -73390.829881
  nChanged 11
		SP:Iteration 20F (186543.680000 sec): 3 clusters
  Score: Raw -75617.401540 + Penalty 2110.469998 = -73506.931542
  nChanged 19
		SP:Iteration 21Q (186543.690000 sec): 3 clusters
  Score: Raw -75762.970798 + Penalty 2110.469998 = -73652.500800
  nChanged 19
		SP:Iteration 22Q (186543.710000 sec): 3 clusters
  Score: Raw -75843.656346 + Penalty 2110.469998 = -73733.186348
  nChanged 17
		SP:Iteration 23Q (186543.720000 sec): 3 clusters
  Score: Raw -75914.461296 + Penalty 2110.469998 = -73803.991298
  nChanged 12
		SP:Iteration 24Q (186543.730000 sec): 3 clusters
  Score: Raw -75967.186437 + Penalty 2110.469998 = -73856.716439
  nChanged 6
		SP:Iteration 25Q (186543.750000 sec): 3 clusters
  Score: Raw -75999.233395 + Penalty 2110.469998 = -73888.763397
  nChanged 5
		SP:Iteration 26Q (186543.760000 sec): 3 clusters
  Score: Raw -76036.876037 + Penalty 2110.469998 = -73926.406039
  nChanged 3
		SP:Iteration 27Q (186543.770000 sec): 3 clusters
  Score: Raw -76056.427916 + Penalty 2110.469998 = -73945.957918
  nChanged 2
		SP:Iteration 28Q (186543.790000 sec): 3 clusters
  Score: Raw -76070.534033 + Penalty 2110.469998 = -73960.064035
  nChanged 1
		SP:Iteration 29Q (186543.800000 sec): 3 clusters
  Score: Raw -76075.274649 + Penalty 2110.469998 = -73964.804651
  nChanged 0
		SP:Iteration 30F (186543.810000 sec): 3 clusters
  Score: Raw -76075.274649 + Penalty 2110.469998 = -73964.804651
  nChanged 0
  Score: Raw -119145277.097602 + Penalty 265543.287490 = -118879733.810112

Splitting cluster 117 changes total score from -118880805.349980 to -118879733.810112

 So it's not getting split.
Iteration 219Q (187219.370000 sec): 118 clusters
  Score: Raw -119144112.584679 + Penalty 263292.920647 = -118880819.664032
  nChanged 154
Iteration 220F (187635.750000 sec): 118 clusters
  Score: Raw -119144153.550871 + Penalty 263292.920647 = -118880860.630224
  nChanged 169
Iteration 221Q (187931.240000 sec): 118 clusters
  Score: Raw -119144188.696176 + Penalty 263292.920647 = -118880895.775529
  nChanged 153
Iteration 222Q (188226.710000 sec): 118 clusters
  Score: Raw -119144207.759703 + Penalty 263292.920647 = -118880914.839057
  nChanged 141
Iteration 223Q (188522.190000 sec): 118 clusters
  Score: Raw -119144227.804463 + Penalty 263292.920647 = -118880934.883816
  nChanged 129
Iteration 224Q (188817.610000 sec): 118 clusters
  Score: Raw -119144245.098028 + Penalty 263292.920647 = -118880952.177381
  nChanged 129
Iteration 225Q (189112.990000 sec): 118 clusters
  Score: Raw -119144261.697801 + Penalty 263292.920647 = -118880968.777154
  nChanged 133
Iteration 226Q (189408.470000 sec): 118 clusters
  Score: Raw -119144277.243808 + Penalty 263292.920647 = -118880984.323162
  nChanged 119
Iteration 227Q (189704.650000 sec): 118 clusters
  Score: Raw -119144291.094788 + Penalty 263292.920647 = -118880998.174141
  nChanged 117
Iteration 228Q (190000.130000 sec): 118 clusters
  Score: Raw -119144303.239905 + Penalty 263292.920647 = -118881010.319258
  nChanged 104
Iteration 229Q (190296.390000 sec): 118 clusters
  Score: Raw -119144316.302963 + Penalty 263292.920647 = -118881023.382316
  nChanged 101
Iteration 230Q (190591.900000 sec): 118 clusters
  Score: Raw -119144330.697679 + Penalty 263292.920647 = -118881037.777032
  nChanged 117
Iteration 231Q (190888.200000 sec): 118 clusters
  Score: Raw -119144347.460530 + Penalty 263292.920647 = -118881054.539883
  nChanged 121
Iteration 232Q (191184.300000 sec): 118 clusters
  Score: Raw -119144367.516518 + Penalty 263292.920647 = -118881074.595872
  nChanged 137
Iteration 233Q (191479.780000 sec): 118 clusters
  Score: Raw -119144391.428951 + Penalty 263292.920647 = -118881098.508304
  nChanged 147
Iteration 234Q (191775.200000 sec): 118 clusters
  Score: Raw -119144418.602493 + Penalty 263292.920647 = -118881125.681847
  nChanged 159
Iteration 235Q (192070.680000 sec): 118 clusters
  Score: Raw -119144445.986152 + Penalty 263292.920647 = -118881153.065505
  nChanged 159
Iteration 236Q (192366.150000 sec): 118 clusters
  Score: Raw -119144475.090154 + Penalty 263292.920647 = -118881182.169508
  nChanged 145
Iteration 237Q (192661.570000 sec): 118 clusters
  Score: Raw -119144507.552369 + Penalty 263292.920647 = -118881214.631722
  nChanged 171
Iteration 238Q (192957.030000 sec): 118 clusters
  Score: Raw -119144545.503697 + Penalty 263292.920647 = -118881252.583050
  nChanged 191
Iteration 239Q (193253.270000 sec): 118 clusters
  Score: Raw -119144583.213254 + Penalty 263292.920647 = -118881290.292607
  nChanged 187
Iteration 240F (193669.320000 sec): 118 clusters
  Score: Raw -119144620.413906 + Penalty 263292.920647 = -118881327.493260
  nChanged 200
Iteration 241Q (193965.590000 sec): 118 clusters
  Score: Raw -119144656.708441 + Penalty 263292.920647 = -118881363.787794
  nChanged 200
Iteration 242Q (194261.890000 sec): 118 clusters
  Score: Raw -119144690.435635 + Penalty 263292.920647 = -118881397.514988
  nChanged 186
Iteration 243Q (194558.140000 sec): 118 clusters
  Score: Raw -119144719.766017 + Penalty 263292.920647 = -118881426.845370
  nChanged 205
Iteration 244Q (194853.650000 sec): 118 clusters
  Score: Raw -119144748.908710 + Penalty 263292.920647 = -118881455.988064
  nChanged 171
Iteration 245Q (195149.180000 sec): 118 clusters
  Score: Raw -119144773.224518 + Penalty 263292.920647 = -118881480.303871
  nChanged 162
Iteration 246Q (195445.380000 sec): 118 clusters
  Score: Raw -119144799.595761 + Penalty 263292.920647 = -118881506.675114
  nChanged 164
Iteration 247Q (195741.570000 sec): 118 clusters
  Score: Raw -119144825.098068 + Penalty 263292.920647 = -118881532.177421
  nChanged 145
Iteration 248Q (196036.770000 sec): 118 clusters
  Score: Raw -119144845.760527 + Penalty 263292.920647 = -118881552.839880
  nChanged 121
Iteration 249Q (196332.320000 sec): 118 clusters
  Score: Raw -119144863.185334 + Penalty 263292.920647 = -118881570.264687
  nChanged 119
Iteration 250Q (196628.560000 sec): 118 clusters
  Score: Raw -119144878.971484 + Penalty 263292.920647 = -118881586.050837
  nChanged 112
Iteration 251Q (196924.020000 sec): 118 clusters
  Score: Raw -119144889.997210 + Penalty 263292.920647 = -118881597.076563
  nChanged 85
Iteration 252Q (197220.210000 sec): 118 clusters
  Score: Raw -119144897.574066 + Penalty 263292.920647 = -118881604.653419
  nChanged 61
Iteration 253Q (197515.670000 sec): 118 clusters
  Score: Raw -119144903.187454 + Penalty 263292.920647 = -118881610.266807
  nChanged 59
Iteration 254Q (197811.090000 sec): 118 clusters
  Score: Raw -119144909.261664 + Penalty 263292.920647 = -118881616.341017
  nChanged 55
Iteration 255Q (198107.360000 sec): 118 clusters
  Score: Raw -119144913.861944 + Penalty 263292.920647 = -118881620.941297
  nChanged 41
Iteration 256Q (198402.910000 sec): 118 clusters
  Score: Raw -119144917.452511 + Penalty 263292.920647 = -118881624.531864
  nChanged 31
Iteration 257Q (198698.440000 sec): 118 clusters
  Score: Raw -119144920.860876 + Penalty 263292.920647 = -118881627.940229
  nChanged 36
Iteration 258Q (198994.630000 sec): 118 clusters
  Score: Raw -119144925.499406 + Penalty 263292.920647 = -118881632.578759
  nChanged 33
Writing temp clu file 
Because OldScore, -118881627.940229, is greater than current (better) Score,-118881632.578759 
 Memory request: 0.00 GB would take us to total of 3.81 GB.
Compute initial score before splitting:   Score: Raw -119144925.499406 + Penalty 263292.920647 = -118881632.578759
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 1 (7832 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (198995.300000 sec): 2 clusters
  Score: Raw -959851.999239 + Penalty 1456.970642 = -958395.028596
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (198995.440000 sec): 3 clusters
  Score: Raw -955543.741232 + Penalty 2913.941285 = -952629.799947
  nChanged 3348
		SP:Iteration 1F (198995.550000 sec): 3 clusters
  Score: Raw -957352.961752 + Penalty 2913.941285 = -954439.020467
  nChanged 475
		SP:Iteration 2F (198995.670000 sec): 3 clusters
  Score: Raw -957577.641782 + Penalty 2913.941285 = -954663.700497
  nChanged 401
		SP:Iteration 3F (198995.790000 sec): 3 clusters
  Score: Raw -957752.190408 + Penalty 2913.941285 = -954838.249124
  nChanged 338
		SP:Iteration 4Q (198995.910000 sec): 3 clusters
  Score: Raw -957898.551999 + Penalty 2913.941285 = -954984.610714
  nChanged 279
		SP:Iteration 5Q (198996.030000 sec): 3 clusters
  Score: Raw -958020.457844 + Penalty 2913.941285 = -955106.516559
  nChanged 251
		SP:Iteration 6Q (198996.150000 sec): 3 clusters
  Score: Raw -958159.527688 + Penalty 2913.941285 = -955245.586403
  nChanged 285
		SP:Iteration 7Q (198996.280000 sec): 3 clusters
  Score: Raw -958314.631941 + Penalty 2913.941285 = -955400.690656
  nChanged 277
		SP:Iteration 8Q (198996.400000 sec): 3 clusters
  Score: Raw -958452.414800 + Penalty 2913.941285 = -955538.473515
  nChanged 247
		SP:Iteration 9Q (198996.520000 sec): 3 clusters
  Score: Raw -958592.256220 + Penalty 2913.941285 = -955678.314936
  nChanged 266
		SP:Iteration 10Q (198996.640000 sec): 3 clusters
  Score: Raw -958731.118659 + Penalty 2913.941285 = -955817.177375
  nChanged 233
		SP:Iteration 11Q (198996.760000 sec): 3 clusters
  Score: Raw -958847.361238 + Penalty 2913.941285 = -955933.419953
  nChanged 224
		SP:Iteration 12Q (198996.890000 sec): 3 clusters
  Score: Raw -958964.178094 + Penalty 2913.941285 = -956050.236809
  nChanged 225
		SP:Iteration 13Q (198997.010000 sec): 3 clusters
  Score: Raw -959080.575448 + Penalty 2913.941285 = -956166.634163
  nChanged 238
		SP:Iteration 14Q (198997.130000 sec): 3 clusters
  Score: Raw -959209.375986 + Penalty 2913.941285 = -956295.434701
  nChanged 213
		SP:Iteration 15Q (198997.240000 sec): 3 clusters
  Score: Raw -959335.180499 + Penalty 2913.941285 = -956421.239214
  nChanged 226
		SP:Iteration 16Q (198997.360000 sec): 3 clusters
  Score: Raw -959463.986197 + Penalty 2913.941285 = -956550.044912
  nChanged 172
		SP:Iteration 17Q (198997.480000 sec): 3 clusters
  Score: Raw -959568.462543 + Penalty 2913.941285 = -956654.521258
  nChanged 163
		SP:Iteration 18Q (198997.600000 sec): 3 clusters
  Score: Raw -959652.956440 + Penalty 2913.941285 = -956739.015155
  nChanged 139
		SP:Iteration 19Q (198997.720000 sec): 3 clusters
  Score: Raw -959735.930518 + Penalty 2913.941285 = -956821.989233
  nChanged 121
		SP:Iteration 20F (198997.840000 sec): 3 clusters
  Score: Raw -959800.996583 + Penalty 2913.941285 = -956887.055298
  nChanged 90
		SP:Iteration 21Q (198997.970000 sec): 3 clusters
  Score: Raw -959846.740976 + Penalty 2913.941285 = -956932.799691
  nChanged 67
		SP:Iteration 22Q (198998.090000 sec): 3 clusters
  Score: Raw -959882.445346 + Penalty 2913.941285 = -956968.504061
  nChanged 57
		SP:Iteration 23Q (198998.210000 sec): 3 clusters
  Score: Raw -959911.460787 + Penalty 2913.941285 = -956997.519503
  nChanged 48
		SP:Iteration 24Q (198998.330000 sec): 3 clusters
  Score: Raw -959937.103199 + Penalty 2913.941285 = -957023.161914
  nChanged 46
		SP:Iteration 25Q (198998.450000 sec): 3 clusters
  Score: Raw -959963.375728 + Penalty 2913.941285 = -957049.434443
  nChanged 30
		SP:Iteration 26Q (198998.570000 sec): 3 clusters
  Score: Raw -959980.118188 + Penalty 2913.941285 = -957066.176903
  nChanged 30
		SP:Iteration 27Q (198998.690000 sec): 3 clusters
  Score: Raw -959996.991859 + Penalty 2913.941285 = -957083.050574
  nChanged 31
		SP:Iteration 28Q (198998.810000 sec): 3 clusters
  Score: Raw -960016.687607 + Penalty 2913.941285 = -957102.746322
  nChanged 41
		SP:Iteration 29Q (198998.930000 sec): 3 clusters
  Score: Raw -960043.072484 + Penalty 2913.941285 = -957129.131200
  nChanged 29
		SP:Iteration 30Q (198999.050000 sec): 3 clusters
  Score: Raw -960058.171378 + Penalty 2913.941285 = -957144.230093
  nChanged 24
		SP:Iteration 31Q (198999.170000 sec): 3 clusters
  Score: Raw -960074.664870 + Penalty 2913.941285 = -957160.723585
  nChanged 30
		SP:Iteration 32Q (198999.290000 sec): 3 clusters
  Score: Raw -960090.124383 + Penalty 2913.941285 = -957176.183098
  nChanged 20
		SP:Iteration 33Q (198999.410000 sec): 3 clusters
  Score: Raw -960100.839951 + Penalty 2913.941285 = -957186.898666
  nChanged 18
		SP:Iteration 34Q (198999.530000 sec): 3 clusters
  Score: Raw -960109.201309 + Penalty 2913.941285 = -957195.260024
  nChanged 13
		SP:Iteration 35Q (198999.650000 sec): 3 clusters
  Score: Raw -960116.074063 + Penalty 2913.941285 = -957202.132778
  nChanged 14
		SP:Iteration 36Q (198999.770000 sec): 3 clusters
  Score: Raw -960124.150871 + Penalty 2913.941285 = -957210.209586
  nChanged 12
		SP:Iteration 37Q (198999.890000 sec): 3 clusters
  Score: Raw -960130.132115 + Penalty 2913.941285 = -957216.190830
  nChanged 8
		SP:Iteration 38Q (199000.010000 sec): 3 clusters
  Score: Raw -960133.387434 + Penalty 2913.941285 = -957219.446149
  nChanged 7
		SP:Iteration 39Q (199000.130000 sec): 3 clusters
  Score: Raw -960137.669923 + Penalty 2913.941285 = -957223.728638
  nChanged 10
		SP:Iteration 40F (199000.250000 sec): 3 clusters
  Score: Raw -960144.322048 + Penalty 2913.941285 = -957230.380763
  nChanged 12
		SP:Iteration 41Q (199000.370000 sec): 3 clusters
  Score: Raw -960151.531793 + Penalty 2913.941285 = -957237.590508
  nChanged 9
		SP:Iteration 42Q (199000.490000 sec): 3 clusters
  Score: Raw -960158.390774 + Penalty 2913.941285 = -957244.449489
  nChanged 12
		SP:Iteration 43Q (199000.610000 sec): 3 clusters
  Score: Raw -960165.238439 + Penalty 2913.941285 = -957251.297154
  nChanged 12
		SP:Iteration 44Q (199000.730000 sec): 3 clusters
  Score: Raw -960172.447752 + Penalty 2913.941285 = -957258.506468
  nChanged 6
		SP:Iteration 45Q (199000.850000 sec): 3 clusters
  Score: Raw -960177.870863 + Penalty 2913.941285 = -957263.929578
  nChanged 8
		SP:Iteration 46Q (199000.970000 sec): 3 clusters
  Score: Raw -960183.742377 + Penalty 2913.941285 = -957269.801092
  nChanged 5
		SP:Iteration 47Q (199001.090000 sec): 3 clusters
  Score: Raw -960187.541859 + Penalty 2913.941285 = -957273.600574
  nChanged 5
		SP:Iteration 48Q (199001.200000 sec): 3 clusters
  Score: Raw -960189.621196 + Penalty 2913.941285 = -957275.679911
  nChanged 2
		SP:Iteration 49Q (199001.320000 sec): 3 clusters
  Score: Raw -960190.803274 + Penalty 2913.941285 = -957276.861990
  nChanged 3
		SP:Iteration 50Q (199001.440000 sec): 3 clusters
  Score: Raw -960192.825973 + Penalty 2913.941285 = -957278.884688
  nChanged 3
		SP:Iteration 51Q (199001.560000 sec): 3 clusters
  Score: Raw -960194.678869 + Penalty 2913.941285 = -957280.737584
  nChanged 0
		SP:Iteration 52F (199001.690000 sec): 3 clusters
  Score: Raw -960194.678869 + Penalty 2913.941285 = -957280.737584
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 2 (9728 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (199001.800000 sec): 2 clusters
  Score: Raw -1097324.398756 + Penalty 1492.199086 = -1095832.199670
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (199001.980000 sec): 3 clusters
  Score: Raw -1091879.583446 + Penalty 2984.398171 = -1088895.185275
  nChanged 4179
		SP:Iteration 1F (199002.110000 sec): 3 clusters
  Score: Raw -1094237.443148 + Penalty 2984.398171 = -1091253.044977
  nChanged 677
		SP:Iteration 2F (199002.250000 sec): 3 clusters
  Score: Raw -1094591.861887 + Penalty 2984.398171 = -1091607.463716
  nChanged 559
		SP:Iteration 3F (199002.380000 sec): 3 clusters
  Score: Raw -1094906.937211 + Penalty 2984.398171 = -1091922.539039
  nChanged 536
		SP:Iteration 4F (199002.550000 sec): 3 clusters
  Score: Raw -1095214.121535 + Penalty 2984.398171 = -1092229.723364
  nChanged 525
		SP:Iteration 5F (199002.730000 sec): 3 clusters
  Score: Raw -1095532.598638 + Penalty 2984.398171 = -1092548.200467
  nChanged 506
		SP:Iteration 6F (199002.860000 sec): 3 clusters
  Score: Raw -1095893.973005 + Penalty 2984.398171 = -1092909.574834
  nChanged 480
		SP:Iteration 7Q (199003.000000 sec): 3 clusters
  Score: Raw -1096247.558266 + Penalty 2984.398171 = -1093263.160094
  nChanged 389
		SP:Iteration 8Q (199003.170000 sec): 3 clusters
  Score: Raw -1096538.435736 + Penalty 2984.398171 = -1093554.037565
  nChanged 331
		SP:Iteration 9Q (199003.350000 sec): 3 clusters
  Score: Raw -1096776.563686 + Penalty 2984.398171 = -1093792.165514
  nChanged 271
		SP:Iteration 10Q (199003.480000 sec): 3 clusters
  Score: Raw -1096947.045527 + Penalty 2984.398171 = -1093962.647356
  nChanged 204
		SP:Iteration 11Q (199003.620000 sec): 3 clusters
  Score: Raw -1097051.980629 + Penalty 2984.398171 = -1094067.582458
  nChanged 173
		SP:Iteration 12Q (199003.760000 sec): 3 clusters
  Score: Raw -1097124.654495 + Penalty 2984.398171 = -1094140.256324
  nChanged 106
		SP:Iteration 13Q (199003.890000 sec): 3 clusters
  Score: Raw -1097165.942552 + Penalty 2984.398171 = -1094181.544381
  nChanged 90
		SP:Iteration 14Q (199004.020000 sec): 3 clusters
  Score: Raw -1097190.854966 + Penalty 2984.398171 = -1094206.456794
  nChanged 67
		SP:Iteration 15Q (199004.170000 sec): 3 clusters
  Score: Raw -1097207.971050 + Penalty 2984.398171 = -1094223.572878
  nChanged 44
		SP:Iteration 16Q (199004.330000 sec): 3 clusters
  Score: Raw -1097217.421847 + Penalty 2984.398171 = -1094233.023676
  nChanged 38
		SP:Iteration 17Q (199004.470000 sec): 3 clusters
  Score: Raw -1097226.249219 + Penalty 2984.398171 = -1094241.851048
  nChanged 39
		SP:Iteration 18Q (199004.590000 sec): 3 clusters
  Score: Raw -1097237.600149 + Penalty 2984.398171 = -1094253.201978
  nChanged 40
		SP:Iteration 19Q (199004.720000 sec): 3 clusters
  Score: Raw -1097245.843452 + Penalty 2984.398171 = -1094261.445281
  nChanged 32
		SP:Iteration 20F (199004.890000 sec): 3 clusters
  Score: Raw -1097251.455557 + Penalty 2984.398171 = -1094267.057386
  nChanged 24
		SP:Iteration 21Q (199005.060000 sec): 3 clusters
  Score: Raw -1097256.331700 + Penalty 2984.398171 = -1094271.933529
  nChanged 14
		SP:Iteration 22Q (199005.190000 sec): 3 clusters
  Score: Raw -1097258.974147 + Penalty 2984.398171 = -1094274.575975
  nChanged 9
		SP:Iteration 23Q (199005.320000 sec): 3 clusters
  Score: Raw -1097260.351968 + Penalty 2984.398171 = -1094275.953797
  nChanged 8
		SP:Iteration 24Q (199005.470000 sec): 3 clusters
  Score: Raw -1097261.482744 + Penalty 2984.398171 = -1094277.084573
  nChanged 7
		SP:Iteration 25Q (199005.630000 sec): 3 clusters
  Score: Raw -1097262.862599 + Penalty 2984.398171 = -1094278.464427
  nChanged 9
		SP:Iteration 26Q (199005.770000 sec): 3 clusters
  Score: Raw -1097264.246369 + Penalty 2984.398171 = -1094279.848198
  nChanged 7
		SP:Iteration 27Q (199005.900000 sec): 3 clusters
  Score: Raw -1097266.185705 + Penalty 2984.398171 = -1094281.787533
  nChanged 14
		SP:Iteration 28Q (199006.030000 sec): 3 clusters
  Score: Raw -1097269.588540 + Penalty 2984.398171 = -1094285.190368
  nChanged 17
		SP:Iteration 29Q (199006.190000 sec): 3 clusters
  Score: Raw -1097273.966062 + Penalty 2984.398171 = -1094289.567891
  nChanged 21
		SP:Iteration 30Q (199006.360000 sec): 3 clusters
  Score: Raw -1097278.650528 + Penalty 2984.398171 = -1094294.252357
  nChanged 14
		SP:Iteration 31Q (199006.490000 sec): 3 clusters
  Score: Raw -1097281.152642 + Penalty 2984.398171 = -1094296.754470
  nChanged 14
		SP:Iteration 32Q (199006.610000 sec): 3 clusters
  Score: Raw -1097283.955697 + Penalty 2984.398171 = -1094299.557526
  nChanged 8
		SP:Iteration 33Q (199006.740000 sec): 3 clusters
  Score: Raw -1097285.916949 + Penalty 2984.398171 = -1094301.518777
  nChanged 16
		SP:Iteration 34Q (199006.900000 sec): 3 clusters
  Score: Raw -1097291.772305 + Penalty 2984.398171 = -1094307.374134
  nChanged 17
		SP:Iteration 35Q (199007.050000 sec): 3 clusters
  Score: Raw -1097297.343903 + Penalty 2984.398171 = -1094312.945732
  nChanged 17
		SP:Iteration 36Q (199007.190000 sec): 3 clusters
  Score: Raw -1097302.478310 + Penalty 2984.398171 = -1094318.080139
  nChanged 21
		SP:Iteration 37Q (199007.300000 sec): 3 clusters
  Score: Raw -1097309.357072 + Penalty 2984.398171 = -1094324.958901
  nChanged 26
		SP:Iteration 38Q (199007.440000 sec): 3 clusters
  Score: Raw -1097317.571750 + Penalty 2984.398171 = -1094333.173579
  nChanged 18
		SP:Iteration 39Q (199007.600000 sec): 3 clusters
  Score: Raw -1097323.409655 + Penalty 2984.398171 = -1094339.011484
  nChanged 18
		SP:Iteration 40F (199007.770000 sec): 3 clusters
  Score: Raw -1097327.193090 + Penalty 2984.398171 = -1094342.794919
  nChanged 15
		SP:Iteration 41Q (199007.900000 sec): 3 clusters
  Score: Raw -1097330.475278 + Penalty 2984.398171 = -1094346.077107
  nChanged 15
		SP:Iteration 42Q (199008.030000 sec): 3 clusters
  Score: Raw -1097333.079652 + Penalty 2984.398171 = -1094348.681480
  nChanged 5
		SP:Iteration 43Q (199008.180000 sec): 3 clusters
  Score: Raw -1097333.924893 + Penalty 2984.398171 = -1094349.526722
  nChanged 4
		SP:Iteration 44Q (199008.340000 sec): 3 clusters
  Score: Raw -1097334.524811 + Penalty 2984.398171 = -1094350.126639
  nChanged 4
		SP:Iteration 45Q (199008.470000 sec): 3 clusters
  Score: Raw -1097335.275822 + Penalty 2984.398171 = -1094350.877651
  nChanged 6
		SP:Iteration 46Q (199008.610000 sec): 3 clusters
  Score: Raw -1097336.442506 + Penalty 2984.398171 = -1094352.044335
  nChanged 5
		SP:Iteration 47Q (199008.730000 sec): 3 clusters
  Score: Raw -1097337.368727 + Penalty 2984.398171 = -1094352.970556
  nChanged 3
		SP:Iteration 48Q (199008.880000 sec): 3 clusters
  Score: Raw -1097337.934005 + Penalty 2984.398171 = -1094353.535834
  nChanged 4
		SP:Iteration 49Q (199009.040000 sec): 3 clusters
  Score: Raw -1097338.919521 + Penalty 2984.398171 = -1094354.521349
  nChanged 3
		SP:Iteration 50Q (199009.180000 sec): 3 clusters
  Score: Raw -1097339.527921 + Penalty 2984.398171 = -1094355.129750
  nChanged 4
		SP:Iteration 51Q (199009.300000 sec): 3 clusters
  Score: Raw -1097340.213716 + Penalty 2984.398171 = -1094355.815545
  nChanged 4
		SP:Iteration 52Q (199009.440000 sec): 3 clusters
  Score: Raw -1097340.799561 + Penalty 2984.398171 = -1094356.401390
  nChanged 8
		SP:Iteration 53Q (199009.600000 sec): 3 clusters
  Score: Raw -1097342.148939 + Penalty 2984.398171 = -1094357.750768
  nChanged 8
		SP:Iteration 54Q (199009.760000 sec): 3 clusters
  Score: Raw -1097343.272965 + Penalty 2984.398171 = -1094358.874794
  nChanged 4
		SP:Iteration 55Q (199009.900000 sec): 3 clusters
  Score: Raw -1097343.479383 + Penalty 2984.398171 = -1094359.081211
  nChanged 0
		SP:Iteration 56F (199010.020000 sec): 3 clusters
  Score: Raw -1097343.479383 + Penalty 2984.398171 = -1094359.081211
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 3 (10268 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (199010.160000 sec): 2 clusters
  Score: Raw -1180684.242384 + Penalty 1500.977976 = -1179183.264408
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (199010.310000 sec): 3 clusters
  Score: Raw -1174947.508919 + Penalty 3001.955951 = -1171945.552968
  nChanged 4479
		SP:Iteration 1F (199010.460000 sec): 3 clusters
  Score: Raw -1177684.025725 + Penalty 3001.955951 = -1174682.069774
  nChanged 743
		SP:Iteration 2F (199010.640000 sec): 3 clusters
  Score: Raw -1178127.183443 + Penalty 3001.955951 = -1175125.227492
  nChanged 714
		SP:Iteration 3F (199010.780000 sec): 3 clusters
  Score: Raw -1178570.668901 + Penalty 3001.955951 = -1175568.712950
  nChanged 648
		SP:Iteration 4F (199010.930000 sec): 3 clusters
  Score: Raw -1178994.539562 + Penalty 3001.955951 = -1175992.583611
  nChanged 623
		SP:Iteration 5F (199011.100000 sec): 3 clusters
  Score: Raw -1179484.355217 + Penalty 3001.955951 = -1176482.399265
  nChanged 621
		SP:Iteration 6F (199011.240000 sec): 3 clusters
  Score: Raw -1179986.176468 + Penalty 3001.955951 = -1176984.220516
  nChanged 510
		SP:Iteration 7Q (199011.400000 sec): 3 clusters
  Score: Raw -1180416.495473 + Penalty 3001.955951 = -1177414.539522
  nChanged 421
		SP:Iteration 8Q (199011.570000 sec): 3 clusters
  Score: Raw -1180783.696102 + Penalty 3001.955951 = -1177781.740151
  nChanged 331
		SP:Iteration 9Q (199011.710000 sec): 3 clusters
  Score: Raw -1181064.859353 + Penalty 3001.955951 = -1178062.903402
  nChanged 227
		SP:Iteration 10Q (199011.860000 sec): 3 clusters
  Score: Raw -1181245.861415 + Penalty 3001.955951 = -1178243.905464
  nChanged 171
		SP:Iteration 11Q (199012.030000 sec): 3 clusters
  Score: Raw -1181362.850608 + Penalty 3001.955951 = -1178360.894657
  nChanged 125
		SP:Iteration 12Q (199012.160000 sec): 3 clusters
  Score: Raw -1181458.891129 + Penalty 3001.955951 = -1178456.935178
  nChanged 91
		SP:Iteration 13Q (199012.300000 sec): 3 clusters
  Score: Raw -1181524.087375 + Penalty 3001.955951 = -1178522.131424
  nChanged 76
		SP:Iteration 14Q (199012.470000 sec): 3 clusters
  Score: Raw -1181569.450970 + Penalty 3001.955951 = -1178567.495019
  nChanged 55
		SP:Iteration 15Q (199012.610000 sec): 3 clusters
  Score: Raw -1181607.771591 + Penalty 3001.955951 = -1178605.815640
  nChanged 46
		SP:Iteration 16Q (199012.740000 sec): 3 clusters
  Score: Raw -1181634.930238 + Penalty 3001.955951 = -1178632.974287
  nChanged 42
		SP:Iteration 17Q (199012.870000 sec): 3 clusters
  Score: Raw -1181663.578593 + Penalty 3001.955951 = -1178661.622642
  nChanged 38
		SP:Iteration 18Q (199013.040000 sec): 3 clusters
  Score: Raw -1181694.614073 + Penalty 3001.955951 = -1178692.658121
  nChanged 33
		SP:Iteration 19Q (199013.180000 sec): 3 clusters
  Score: Raw -1181721.147476 + Penalty 3001.955951 = -1178719.191525
  nChanged 23
		SP:Iteration 20F (199013.320000 sec): 3 clusters
  Score: Raw -1181740.453897 + Penalty 3001.955951 = -1178738.497946
  nChanged 26
		SP:Iteration 21Q (199013.450000 sec): 3 clusters
  Score: Raw -1181759.092765 + Penalty 3001.955951 = -1178757.136814
  nChanged 23
		SP:Iteration 22Q (199013.620000 sec): 3 clusters
  Score: Raw -1181775.633797 + Penalty 3001.955951 = -1178773.677846
  nChanged 12
		SP:Iteration 23Q (199013.760000 sec): 3 clusters
  Score: Raw -1181783.199549 + Penalty 3001.955951 = -1178781.243597
  nChanged 8
		SP:Iteration 24Q (199013.880000 sec): 3 clusters
  Score: Raw -1181787.451812 + Penalty 3001.955951 = -1178785.495861
  nChanged 7
		SP:Iteration 25Q (199014.000000 sec): 3 clusters
  Score: Raw -1181790.616741 + Penalty 3001.955951 = -1178788.660790
  nChanged 4
		SP:Iteration 26Q (199014.140000 sec): 3 clusters
  Score: Raw -1181795.312354 + Penalty 3001.955951 = -1178793.356403
  nChanged 9
		SP:Iteration 27Q (199014.310000 sec): 3 clusters
  Score: Raw -1181798.650745 + Penalty 3001.955951 = -1178796.694793
  nChanged 4
		SP:Iteration 28Q (199014.450000 sec): 3 clusters
  Score: Raw -1181800.069101 + Penalty 3001.955951 = -1178798.113150
  nChanged 1
		SP:Iteration 29Q (199014.570000 sec): 3 clusters
  Score: Raw -1181800.747701 + Penalty 3001.955951 = -1178798.791750
  nChanged 0
		SP:Iteration 30F (199014.750000 sec): 3 clusters
  Score: Raw -1181800.747701 + Penalty 3001.955951 = -1178798.791750
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 4 (36931 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (199015.070000 sec): 2 clusters
  Score: Raw -4554047.699586 + Penalty 1708.981070 = -4552338.718516
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (199015.450000 sec): 3 clusters
  Score: Raw -4531050.566571 + Penalty 3417.962140 = -4527632.604430
  nChanged 17168
		SP:Iteration 1F (199015.850000 sec): 3 clusters
  Score: Raw -4541621.348164 + Penalty 3417.962140 = -4538203.386024
  nChanged 2700
		SP:Iteration 2F (199016.260000 sec): 3 clusters
  Score: Raw -4543365.728921 + Penalty 3417.962140 = -4539947.766781
  nChanged 2922
		SP:Iteration 3F (199016.620000 sec): 3 clusters
  Score: Raw -4545320.139076 + Penalty 3417.962140 = -4541902.176936
  nChanged 2736
		SP:Iteration 4F (199016.990000 sec): 3 clusters
  Score: Raw -4547030.537912 + Penalty 3417.962140 = -4543612.575771
  nChanged 2215
		SP:Iteration 5F (199017.370000 sec): 3 clusters
  Score: Raw -4548212.333856 + Penalty 3417.962140 = -4544794.371715
  nChanged 1708
		SP:Iteration 6Q (199017.720000 sec): 3 clusters
  Score: Raw -4548967.553459 + Penalty 3417.962140 = -4545549.591319
  nChanged 1310
		SP:Iteration 7Q (199018.130000 sec): 3 clusters
  Score: Raw -4549468.636020 + Penalty 3417.962140 = -4546050.673880
  nChanged 1034
		SP:Iteration 8Q (199018.530000 sec): 3 clusters
  Score: Raw -4549801.075298 + Penalty 3417.962140 = -4546383.113158
  nChanged 804
		SP:Iteration 9Q (199018.890000 sec): 3 clusters
  Score: Raw -4550038.143616 + Penalty 3417.962140 = -4546620.181476
  nChanged 674
		SP:Iteration 10Q (199019.260000 sec): 3 clusters
  Score: Raw -4550233.424833 + Penalty 3417.962140 = -4546815.462692
  nChanged 616
		SP:Iteration 11Q (199019.670000 sec): 3 clusters
  Score: Raw -4550431.672254 + Penalty 3417.962140 = -4547013.710113
  nChanged 664
		SP:Iteration 12Q (199020.070000 sec): 3 clusters
  Score: Raw -4550671.266458 + Penalty 3417.962140 = -4547253.304318
  nChanged 748
		SP:Iteration 13Q (199020.420000 sec): 3 clusters
  Score: Raw -4550955.028646 + Penalty 3417.962140 = -4547537.066506
  nChanged 758
		SP:Iteration 14Q (199020.800000 sec): 3 clusters
  Score: Raw -4551255.990853 + Penalty 3417.962140 = -4547838.028713
  nChanged 772
		SP:Iteration 15Q (199021.210000 sec): 3 clusters
  Score: Raw -4551617.233025 + Penalty 3417.962140 = -4548199.270884
  nChanged 818
		SP:Iteration 16Q (199021.560000 sec): 3 clusters
  Score: Raw -4552038.942057 + Penalty 3417.962140 = -4548620.979917
  nChanged 804
		SP:Iteration 17Q (199021.940000 sec): 3 clusters
  Score: Raw -4552496.640170 + Penalty 3417.962140 = -4549078.678030
  nChanged 717
		SP:Iteration 18Q (199022.330000 sec): 3 clusters
  Score: Raw -4552917.087459 + Penalty 3417.962140 = -4549499.125319
  nChanged 583
		SP:Iteration 19Q (199022.680000 sec): 3 clusters
  Score: Raw -4553283.622475 + Penalty 3417.962140 = -4549865.660335
  nChanged 470
		SP:Iteration 20F (199023.080000 sec): 3 clusters
  Score: Raw -4553591.111642 + Penalty 3417.962140 = -4550173.149501
  nChanged 331
		SP:Iteration 21Q (199023.440000 sec): 3 clusters
  Score: Raw -4553815.574048 + Penalty 3417.962140 = -4550397.611907
  nChanged 204
		SP:Iteration 22Q (199023.790000 sec): 3 clusters
  Score: Raw -4553961.371110 + Penalty 3417.962140 = -4550543.408970
  nChanged 139
		SP:Iteration 23Q (199024.160000 sec): 3 clusters
  Score: Raw -4554056.928396 + Penalty 3417.962140 = -4550638.966256
  nChanged 89
		SP:Iteration 24Q (199024.480000 sec): 3 clusters
  Score: Raw -4554121.508567 + Penalty 3417.962140 = -4550703.546427
  nChanged 69
		SP:Iteration 25Q (199024.790000 sec): 3 clusters
  Score: Raw -4554174.171479 + Penalty 3417.962140 = -4550756.209339
  nChanged 44
		SP:Iteration 26Q (199025.160000 sec): 3 clusters
  Score: Raw -4554204.083221 + Penalty 3417.962140 = -4550786.121081
  nChanged 24
		SP:Iteration 27Q (199025.470000 sec): 3 clusters
  Score: Raw -4554226.128671 + Penalty 3417.962140 = -4550808.166530
  nChanged 19
		SP:Iteration 28Q (199025.790000 sec): 3 clusters
  Score: Raw -4554240.875263 + Penalty 3417.962140 = -4550822.913123
  nChanged 16
		SP:Iteration 29Q (199026.160000 sec): 3 clusters
  Score: Raw -4554253.370224 + Penalty 3417.962140 = -4550835.408084
  nChanged 20
		SP:Iteration 30Q (199026.470000 sec): 3 clusters
  Score: Raw -4554267.498480 + Penalty 3417.962140 = -4550849.536340
  nChanged 11
		SP:Iteration 31Q (199026.790000 sec): 3 clusters
  Score: Raw -4554274.147872 + Penalty 3417.962140 = -4550856.185732
  nChanged 10
		SP:Iteration 32Q (199027.150000 sec): 3 clusters
  Score: Raw -4554281.968748 + Penalty 3417.962140 = -4550864.006607
  nChanged 13
		SP:Iteration 33Q (199027.470000 sec): 3 clusters
  Score: Raw -4554292.581438 + Penalty 3417.962140 = -4550874.619297
  nChanged 12
		SP:Iteration 34Q (199027.780000 sec): 3 clusters
  Score: Raw -4554301.995904 + Penalty 3417.962140 = -4550884.033763
  nChanged 8
		SP:Iteration 35Q (199028.150000 sec): 3 clusters
  Score: Raw -4554307.605237 + Penalty 3417.962140 = -4550889.643097
  nChanged 5
		SP:Iteration 36Q (199028.470000 sec): 3 clusters
  Score: Raw -4554311.448148 + Penalty 3417.962140 = -4550893.486007
  nChanged 2
		SP:Iteration 37Q (199028.780000 sec): 3 clusters
  Score: Raw -4554312.366374 + Penalty 3417.962140 = -4550894.404233
  nChanged 1
		SP:Iteration 38Q (199029.150000 sec): 3 clusters
  Score: Raw -4554312.683533 + Penalty 3417.962140 = -4550894.721392
  nChanged 2
		SP:Iteration 39Q (199029.460000 sec): 3 clusters
  Score: Raw -4554313.098565 + Penalty 3417.962140 = -4550895.136425
  nChanged 1
		SP:Iteration 40F (199029.810000 sec): 3 clusters
  Score: Raw -4554314.200913 + Penalty 3417.962140 = -4550896.238773
  nChanged 3
		SP:Iteration 41Q (199030.150000 sec): 3 clusters
  Score: Raw -4554315.877561 + Penalty 3417.962140 = -4550897.915421
  nChanged 3
		SP:Iteration 42Q (199030.470000 sec): 3 clusters
  Score: Raw -4554317.452987 + Penalty 3417.962140 = -4550899.490846
  nChanged 3
		SP:Iteration 43Q (199030.830000 sec): 3 clusters
  Score: Raw -4554319.128997 + Penalty 3417.962140 = -4550901.166856
  nChanged 2
		SP:Iteration 44Q (199031.170000 sec): 3 clusters
  Score: Raw -4554321.795876 + Penalty 3417.962140 = -4550903.833735
  nChanged 5
		SP:Iteration 45Q (199031.490000 sec): 3 clusters
  Score: Raw -4554326.860622 + Penalty 3417.962140 = -4550908.898482
  nChanged 6
		SP:Iteration 46Q (199031.840000 sec): 3 clusters
  Score: Raw -4554332.394984 + Penalty 3417.962140 = -4550914.432843
  nChanged 5
		SP:Iteration 47Q (199032.160000 sec): 3 clusters
  Score: Raw -4554335.694159 + Penalty 3417.962140 = -4550917.732018
  nChanged 3
		SP:Iteration 48Q (199032.480000 sec): 3 clusters
  Score: Raw -4554338.204127 + Penalty 3417.962140 = -4550920.241987
  nChanged 3
		SP:Iteration 49Q (199032.840000 sec): 3 clusters
  Score: Raw -4554339.940448 + Penalty 3417.962140 = -4550921.978307
  nChanged 0
		SP:Iteration 50F (199033.220000 sec): 3 clusters
  Score: Raw -4554339.940448 + Penalty 3417.962140 = -4550921.978307
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 5 (6557 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (199033.310000 sec): 2 clusters
  Score: Raw -772106.339448 + Penalty 1428.096875 = -770678.242573
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (199033.420000 sec): 3 clusters
  Score: Raw -768608.083298 + Penalty 2856.193750 = -765751.889548
  nChanged 2716
		SP:Iteration 1F (199033.530000 sec): 3 clusters
  Score: Raw -770099.638050 + Penalty 2856.193750 = -767243.444301
  nChanged 489
		SP:Iteration 2F (199033.630000 sec): 3 clusters
  Score: Raw -770404.801658 + Penalty 2856.193750 = -767548.607908
  nChanged 394
		SP:Iteration 3F (199033.730000 sec): 3 clusters
  Score: Raw -770661.119976 + Penalty 2856.193750 = -767804.926227
  nChanged 354
		SP:Iteration 4F (199033.830000 sec): 3 clusters
  Score: Raw -770888.088326 + Penalty 2856.193750 = -768031.894576
  nChanged 326
		SP:Iteration 5Q (199033.930000 sec): 3 clusters
  Score: Raw -771085.212717 + Penalty 2856.193750 = -768229.018968
  nChanged 271
		SP:Iteration 6Q (199034.040000 sec): 3 clusters
  Score: Raw -771254.380477 + Penalty 2856.193750 = -768398.186728
  nChanged 265
		SP:Iteration 7Q (199034.150000 sec): 3 clusters
  Score: Raw -771431.905263 + Penalty 2856.193750 = -768575.711513
  nChanged 274
		SP:Iteration 8Q (199034.250000 sec): 3 clusters
  Score: Raw -771643.944950 + Penalty 2856.193750 = -768787.751200
  nChanged 287
		SP:Iteration 9Q (199034.350000 sec): 3 clusters
  Score: Raw -771871.067423 + Penalty 2856.193750 = -769014.873673
  nChanged 278
		SP:Iteration 10Q (199034.450000 sec): 3 clusters
  Score: Raw -772082.513288 + Penalty 2856.193750 = -769226.319538
  nChanged 237
		SP:Iteration 11Q (199034.550000 sec): 3 clusters
  Score: Raw -772286.771233 + Penalty 2856.193750 = -769430.577483
  nChanged 239
		SP:Iteration 12Q (199034.650000 sec): 3 clusters
  Score: Raw -772473.572617 + Penalty 2856.193750 = -769617.378867
  nChanged 196
		SP:Iteration 13Q (199034.750000 sec): 3 clusters
  Score: Raw -772635.332197 + Penalty 2856.193750 = -769779.138447
  nChanged 173
		SP:Iteration 14Q (199034.850000 sec): 3 clusters
  Score: Raw -772760.260955 + Penalty 2856.193750 = -769904.067205
  nChanged 146
		SP:Iteration 15Q (199034.950000 sec): 3 clusters
  Score: Raw -772844.017344 + Penalty 2856.193750 = -769987.823594
  nChanged 100
		SP:Iteration 16Q (199035.050000 sec): 3 clusters
  Score: Raw -772890.484170 + Penalty 2856.193750 = -770034.290420
  nChanged 84
		SP:Iteration 17Q (199035.150000 sec): 3 clusters
  Score: Raw -772921.068340 + Penalty 2856.193750 = -770064.874590
  nChanged 63
		SP:Iteration 18Q (199035.260000 sec): 3 clusters
  Score: Raw -772942.598901 + Penalty 2856.193750 = -770086.405152
  nChanged 53
		SP:Iteration 19Q (199035.370000 sec): 3 clusters
  Score: Raw -772957.416099 + Penalty 2856.193750 = -770101.222349
  nChanged 41
		SP:Iteration 20F (199035.470000 sec): 3 clusters
  Score: Raw -772971.539227 + Penalty 2856.193750 = -770115.345477
  nChanged 37
		SP:Iteration 21Q (199035.570000 sec): 3 clusters
  Score: Raw -772983.328208 + Penalty 2856.193750 = -770127.134459
  nChanged 29
		SP:Iteration 22Q (199035.670000 sec): 3 clusters
  Score: Raw -772991.412983 + Penalty 2856.193750 = -770135.219233
  nChanged 24
		SP:Iteration 23Q (199035.770000 sec): 3 clusters
  Score: Raw -772998.102921 + Penalty 2856.193750 = -770141.909171
  nChanged 22
		SP:Iteration 24Q (199035.870000 sec): 3 clusters
  Score: Raw -773003.103505 + Penalty 2856.193750 = -770146.909755
  nChanged 13
		SP:Iteration 25Q (199035.960000 sec): 3 clusters
  Score: Raw -773006.137103 + Penalty 2856.193750 = -770149.943354
  nChanged 15
		SP:Iteration 26Q (199036.060000 sec): 3 clusters
  Score: Raw -773008.752381 + Penalty 2856.193750 = -770152.558631
  nChanged 12
		SP:Iteration 27Q (199036.160000 sec): 3 clusters
  Score: Raw -773011.321826 + Penalty 2856.193750 = -770155.128077
  nChanged 8
		SP:Iteration 28Q (199036.270000 sec): 3 clusters
  Score: Raw -773013.648183 + Penalty 2856.193750 = -770157.454434
  nChanged 10
		SP:Iteration 29Q (199036.380000 sec): 3 clusters
  Score: Raw -773017.479364 + Penalty 2856.193750 = -770161.285615
  nChanged 13
		SP:Iteration 30Q (199036.480000 sec): 3 clusters
  Score: Raw -773020.612892 + Penalty 2856.193750 = -770164.419142
  nChanged 12
		SP:Iteration 31Q (199036.580000 sec): 3 clusters
  Score: Raw -773023.630767 + Penalty 2856.193750 = -770167.437017
  nChanged 7
		SP:Iteration 32Q (199036.680000 sec): 3 clusters
  Score: Raw -773024.805534 + Penalty 2856.193750 = -770168.611784
  nChanged 8
		SP:Iteration 33Q (199036.790000 sec): 3 clusters
  Score: Raw -773027.608147 + Penalty 2856.193750 = -770171.414397
  nChanged 11
		SP:Iteration 34Q (199036.900000 sec): 3 clusters
  Score: Raw -773029.548990 + Penalty 2856.193750 = -770173.355240
  nChanged 8
		SP:Iteration 35Q (199037.010000 sec): 3 clusters
  Score: Raw -773030.748179 + Penalty 2856.193750 = -770174.554429
  nChanged 6
		SP:Iteration 36Q (199037.110000 sec): 3 clusters
  Score: Raw -773031.593525 + Penalty 2856.193750 = -770175.399776
  nChanged 5
		SP:Iteration 37Q (199037.220000 sec): 3 clusters
  Score: Raw -773032.222998 + Penalty 2856.193750 = -770176.029249
  nChanged 5
		SP:Iteration 38Q (199037.330000 sec): 3 clusters
  Score: Raw -773032.990154 + Penalty 2856.193750 = -770176.796405
  nChanged 3
		SP:Iteration 39Q (199037.430000 sec): 3 clusters
  Score: Raw -773033.492519 + Penalty 2856.193750 = -770177.298769
  nChanged 2
		SP:Iteration 40F (199037.540000 sec): 3 clusters
  Score: Raw -773033.769637 + Penalty 2856.193750 = -770177.575887
  nChanged 1
		SP:Iteration 41Q (199037.640000 sec): 3 clusters
  Score: Raw -773033.951482 + Penalty 2856.193750 = -770177.757733
  nChanged 1
		SP:Iteration 42Q (199037.740000 sec): 3 clusters
  Score: Raw -773034.053331 + Penalty 2856.193750 = -770177.859582
  nChanged 2
		SP:Iteration 43Q (199037.840000 sec): 3 clusters
  Score: Raw -773034.275817 + Penalty 2856.193750 = -770178.082068
  nChanged 3
		SP:Iteration 44Q (199037.950000 sec): 3 clusters
  Score: Raw -773034.510799 + Penalty 2856.193750 = -770178.317050
  nChanged 2
		SP:Iteration 45Q (199038.050000 sec): 3 clusters
  Score: Raw -773034.790028 + Penalty 2856.193750 = -770178.596279
  nChanged 0
		SP:Iteration 46F (199038.160000 sec): 3 clusters
  Score: Raw -773034.790028 + Penalty 2856.193750 = -770178.596279
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 6 (2712 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (199038.260000 sec): 2 clusters
  Score: Raw -304185.029927 + Penalty 1284.634268 = -302900.395659
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (199038.310000 sec): 3 clusters
  Score: Raw -302931.718584 + Penalty 2569.268536 = -300362.450049
  nChanged 1017
		SP:Iteration 1F (199038.360000 sec): 3 clusters
  Score: Raw -303691.985126 + Penalty 2569.268536 = -301122.716590
  nChanged 273
		SP:Iteration 2F (199038.410000 sec): 3 clusters
  Score: Raw -303945.201009 + Penalty 2569.268536 = -301375.932474
  nChanged 181
		SP:Iteration 3F (199038.460000 sec): 3 clusters
  Score: Raw -304109.651246 + Penalty 2569.268536 = -301540.382710
  nChanged 146
		SP:Iteration 4F (199038.510000 sec): 3 clusters
  Score: Raw -304235.948199 + Penalty 2569.268536 = -301666.679664
  nChanged 121
		SP:Iteration 5Q (199038.560000 sec): 3 clusters
  Score: Raw -304322.603623 + Penalty 2569.268536 = -301753.335087
  nChanged 95
		SP:Iteration 6Q (199038.610000 sec): 3 clusters
  Score: Raw -304387.722391 + Penalty 2569.268536 = -301818.453856
  nChanged 74
		SP:Iteration 7Q (199038.660000 sec): 3 clusters
  Score: Raw -304435.338898 + Penalty 2569.268536 = -301866.070363
  nChanged 48
		SP:Iteration 8Q (199038.710000 sec): 3 clusters
  Score: Raw -304465.881146 + Penalty 2569.268536 = -301896.612610
  nChanged 39
		SP:Iteration 9Q (199038.760000 sec): 3 clusters
  Score: Raw -304489.932054 + Penalty 2569.268536 = -301920.663518
  nChanged 39
		SP:Iteration 10Q (199038.810000 sec): 3 clusters
  Score: Raw -304515.492654 + Penalty 2569.268536 = -301946.224118
  nChanged 35
		SP:Iteration 11Q (199038.850000 sec): 3 clusters
  Score: Raw -304534.915089 + Penalty 2569.268536 = -301965.646553
  nChanged 31
		SP:Iteration 12Q (199038.900000 sec): 3 clusters
  Score: Raw -304551.502409 + Penalty 2569.268536 = -301982.233873
  nChanged 17
		SP:Iteration 13Q (199038.950000 sec): 3 clusters
  Score: Raw -304560.130874 + Penalty 2569.268536 = -301990.862338
  nChanged 14
		SP:Iteration 14Q (199039.000000 sec): 3 clusters
  Score: Raw -304565.679137 + Penalty 2569.268536 = -301996.410601
  nChanged 8
		SP:Iteration 15Q (199039.050000 sec): 3 clusters
  Score: Raw -304569.575221 + Penalty 2569.268536 = -302000.306686
  nChanged 9
		SP:Iteration 16Q (199039.100000 sec): 3 clusters
  Score: Raw -304575.795919 + Penalty 2569.268536 = -302006.527383
  nChanged 9
		SP:Iteration 17Q (199039.150000 sec): 3 clusters
  Score: Raw -304579.177731 + Penalty 2569.268536 = -302009.909195
  nChanged 8
		SP:Iteration 18Q (199039.200000 sec): 3 clusters
  Score: Raw -304581.500009 + Penalty 2569.268536 = -302012.231473
  nChanged 4
		SP:Iteration 19Q (199039.250000 sec): 3 clusters
  Score: Raw -304583.689527 + Penalty 2569.268536 = -302014.420991
  nChanged 3
		SP:Iteration 20F (199039.300000 sec): 3 clusters
  Score: Raw -304584.932860 + Penalty 2569.268536 = -302015.664324
  nChanged 2
		SP:Iteration 21Q (199039.350000 sec): 3 clusters
  Score: Raw -304586.170654 + Penalty 2569.268536 = -302016.902118
  nChanged 4
		SP:Iteration 22Q (199039.390000 sec): 3 clusters
  Score: Raw -304587.992954 + Penalty 2569.268536 = -302018.724418
  nChanged 4
		SP:Iteration 23Q (199039.440000 sec): 3 clusters
  Score: Raw -304589.965608 + Penalty 2569.268536 = -302020.697072
  nChanged 9
		SP:Iteration 24Q (199039.490000 sec): 3 clusters
  Score: Raw -304594.775453 + Penalty 2569.268536 = -302025.506917
  nChanged 5
		SP:Iteration 25Q (199039.540000 sec): 3 clusters
  Score: Raw -304596.623987 + Penalty 2569.268536 = -302027.355451
  nChanged 3
		SP:Iteration 26Q (199039.590000 sec): 3 clusters
  Score: Raw -304597.857831 + Penalty 2569.268536 = -302028.589295
  nChanged 4
		SP:Iteration 27Q (199039.640000 sec): 3 clusters
  Score: Raw -304599.779536 + Penalty 2569.268536 = -302030.511000
  nChanged 10
		SP:Iteration 28Q (199039.690000 sec): 3 clusters
  Score: Raw -304605.645656 + Penalty 2569.268536 = -302036.377120
  nChanged 13
		SP:Iteration 29Q (199039.730000 sec): 3 clusters
  Score: Raw -304611.182795 + Penalty 2569.268536 = -302041.914259
  nChanged 10
		SP:Iteration 30Q (199039.780000 sec): 3 clusters
  Score: Raw -304615.318751 + Penalty 2569.268536 = -302046.050215
  nChanged 10
		SP:Iteration 31Q (199039.830000 sec): 3 clusters
  Score: Raw -304619.640503 + Penalty 2569.268536 = -302050.371967
  nChanged 13
		SP:Iteration 32Q (199039.880000 sec): 3 clusters
  Score: Raw -304624.839867 + Penalty 2569.268536 = -302055.571331
  nChanged 11
		SP:Iteration 33Q (199039.930000 sec): 3 clusters
  Score: Raw -304628.835329 + Penalty 2569.268536 = -302059.566793
  nChanged 6
		SP:Iteration 34Q (199039.980000 sec): 3 clusters
  Score: Raw -304630.760125 + Penalty 2569.268536 = -302061.491589
  nChanged 5
		SP:Iteration 35Q (199040.030000 sec): 3 clusters
  Score: Raw -304631.871272 + Penalty 2569.268536 = -302062.602736
  nChanged 2
		SP:Iteration 36Q (199040.080000 sec): 3 clusters
  Score: Raw -304632.515573 + Penalty 2569.268536 = -302063.247037
  nChanged 5
		SP:Iteration 37Q (199040.130000 sec): 3 clusters
  Score: Raw -304633.896816 + Penalty 2569.268536 = -302064.628281
  nChanged 8
		SP:Iteration 38Q (199040.170000 sec): 3 clusters
  Score: Raw -304636.771717 + Penalty 2569.268536 = -302067.503181
  nChanged 9
		SP:Iteration 39Q (199040.220000 sec): 3 clusters
  Score: Raw -304640.349080 + Penalty 2569.268536 = -302071.080544
  nChanged 9
		SP:Iteration 40F (199040.270000 sec): 3 clusters
  Score: Raw -304643.974200 + Penalty 2569.268536 = -302074.705664
  nChanged 6
		SP:Iteration 41Q (199040.320000 sec): 3 clusters
  Score: Raw -304646.694493 + Penalty 2569.268536 = -302077.425957
  nChanged 9
		SP:Iteration 42Q (199040.370000 sec): 3 clusters
  Score: Raw -304652.191661 + Penalty 2569.268536 = -302082.923125
  nChanged 10
		SP:Iteration 43Q (199040.410000 sec): 3 clusters
  Score: Raw -304655.113155 + Penalty 2569.268536 = -302085.844619
  nChanged 8
		SP:Iteration 44Q (199040.460000 sec): 3 clusters
  Score: Raw -304657.491886 + Penalty 2569.268536 = -302088.223350
  nChanged 8
		SP:Iteration 45Q (199040.510000 sec): 3 clusters
  Score: Raw -304659.868184 + Penalty 2569.268536 = -302090.599648
  nChanged 8
		SP:Iteration 46Q (199040.560000 sec): 3 clusters
  Score: Raw -304661.830361 + Penalty 2569.268536 = -302092.561825
  nChanged 5
		SP:Iteration 47Q (199040.610000 sec): 3 clusters
  Score: Raw -304663.204388 + Penalty 2569.268536 = -302093.935852
  nChanged 3
		SP:Iteration 48Q (199040.660000 sec): 3 clusters
  Score: Raw -304664.243163 + Penalty 2569.268536 = -302094.974627
  nChanged 3
		SP:Iteration 49Q (199040.710000 sec): 3 clusters
  Score: Raw -304665.081081 + Penalty 2569.268536 = -302095.812545
  nChanged 1
		SP:Iteration 50Q (199040.760000 sec): 3 clusters
  Score: Raw -304665.271837 + Penalty 2569.268536 = -302096.003301
  nChanged 1
		SP:Iteration 51Q (199040.810000 sec): 3 clusters
  Score: Raw -304665.502556 + Penalty 2569.268536 = -302096.234020
  nChanged 1
		SP:Iteration 52Q (199040.850000 sec): 3 clusters
  Score: Raw -304665.805202 + Penalty 2569.268536 = -302096.536666
  nChanged 1
		SP:Iteration 53Q (199040.900000 sec): 3 clusters
  Score: Raw -304666.035647 + Penalty 2569.268536 = -302096.767111
  nChanged 0
		SP:Iteration 54F (199040.950000 sec): 3 clusters
  Score: Raw -304666.035647 + Penalty 2569.268536 = -302096.767111
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 7 (122 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (199040.990000 sec): 2 clusters
  Score: Raw -12580.812007 + Penalty 780.653420 = -11800.158587
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (199040.990000 sec): 3 clusters
  Score: Raw -12786.832264 + Penalty 1561.306840 = -11225.525425
  nChanged 12
		SP:Iteration 1F (199041.000000 sec): 3 clusters
  Score: Raw -12814.019502 + Penalty 1561.306840 = -11252.712663
  nChanged 4
		SP:Iteration 2Q (199041.000000 sec): 3 clusters
  Score: Raw -12829.497105 + Penalty 1561.306840 = -11268.190266
  nChanged 0
		SP:Iteration 3F (199041.010000 sec): 3 clusters
  Score: Raw -12829.497105 + Penalty 1561.306840 = -11268.190266
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 8 (300 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (199041.040000 sec): 2 clusters
  Score: Raw -31272.591121 + Penalty 926.864652 = -30345.726469
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (199041.050000 sec): 3 clusters
  Score: Raw -31334.993562 + Penalty 1853.729304 = -29481.264257
  nChanged 55
		SP:Iteration 1F (199041.050000 sec): 3 clusters
  Score: Raw -31464.688485 + Penalty 1853.729304 = -29610.959181
  nChanged 13
		SP:Iteration 2Q (199041.060000 sec): 3 clusters
  Score: Raw -31501.941335 + Penalty 1853.729304 = -29648.212031
  nChanged 5
		SP:Iteration 3Q (199041.070000 sec): 3 clusters
  Score: Raw -31529.163542 + Penalty 1853.729304 = -29675.434238
  nChanged 7
		SP:Iteration 4Q (199041.070000 sec): 3 clusters
  Score: Raw -31548.790652 + Penalty 1853.729304 = -29695.061348
  nChanged 3
		SP:Iteration 5Q (199041.080000 sec): 3 clusters
  Score: Raw -31557.087346 + Penalty 1853.729304 = -29703.358042
  nChanged 0
		SP:Iteration 6F (199041.090000 sec): 3 clusters
  Score: Raw -31557.087346 + Penalty 1853.729304 = -29703.358042
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 9 (8767 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (199041.190000 sec): 2 clusters
  Score: Raw -1117710.179920 + Penalty 1475.296867 = -1116234.883053
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (199041.370000 sec): 3 clusters
  Score: Raw -1112787.105551 + Penalty 2950.593734 = -1109836.511816
  nChanged 3778
		SP:Iteration 1F (199041.540000 sec): 3 clusters
  Score: Raw -1114799.842703 + Penalty 2950.593734 = -1111849.248968
  nChanged 539
		SP:Iteration 2F (199041.690000 sec): 3 clusters
  Score: Raw -1115057.485295 + Penalty 2950.593734 = -1112106.891560
  nChanged 485
		SP:Iteration 3F (199041.810000 sec): 3 clusters
  Score: Raw -1115279.814892 + Penalty 2950.593734 = -1112329.221158
  nChanged 463
		SP:Iteration 4F (199041.950000 sec): 3 clusters
  Score: Raw -1115544.599774 + Penalty 2950.593734 = -1112594.006039
  nChanged 485
		SP:Iteration 5F (199042.100000 sec): 3 clusters
  Score: Raw -1115834.923345 + Penalty 2950.593734 = -1112884.329611
  nChanged 487
		SP:Iteration 6F (199042.240000 sec): 3 clusters
  Score: Raw -1116163.548831 + Penalty 2950.593734 = -1113212.955096
  nChanged 516
		SP:Iteration 7F (199042.390000 sec): 3 clusters
  Score: Raw -1116545.302317 + Penalty 2950.593734 = -1113594.708583
  nChanged 488
		SP:Iteration 8F (199042.530000 sec): 3 clusters
  Score: Raw -1116958.129354 + Penalty 2950.593734 = -1114007.535620
  nChanged 378
		SP:Iteration 9Q (199042.660000 sec): 3 clusters
  Score: Raw -1117295.082357 + Penalty 2950.593734 = -1114344.488623
  nChanged 247
		SP:Iteration 10Q (199042.800000 sec): 3 clusters
  Score: Raw -1117524.249938 + Penalty 2950.593734 = -1114573.656204
  nChanged 148
		SP:Iteration 11Q (199042.930000 sec): 3 clusters
  Score: Raw -1117674.388591 + Penalty 2950.593734 = -1114723.794856
  nChanged 89
		SP:Iteration 12Q (199043.070000 sec): 3 clusters
  Score: Raw -1117771.904773 + Penalty 2950.593734 = -1114821.311039
  nChanged 58
		SP:Iteration 13Q (199043.200000 sec): 3 clusters
  Score: Raw -1117840.158821 + Penalty 2950.593734 = -1114889.565087
  nChanged 22
		SP:Iteration 14Q (199043.340000 sec): 3 clusters
  Score: Raw -1117874.888440 + Penalty 2950.593734 = -1114924.294706
  nChanged 13
		SP:Iteration 15Q (199043.460000 sec): 3 clusters
  Score: Raw -1117889.336644 + Penalty 2950.593734 = -1114938.742909
  nChanged 10
		SP:Iteration 16Q (199043.580000 sec): 3 clusters
  Score: Raw -1117900.541610 + Penalty 2950.593734 = -1114949.947876
  nChanged 5
		SP:Iteration 17Q (199043.710000 sec): 3 clusters
  Score: Raw -1117906.481286 + Penalty 2950.593734 = -1114955.887552
  nChanged 6
		SP:Iteration 18Q (199043.850000 sec): 3 clusters
  Score: Raw -1117911.840905 + Penalty 2950.593734 = -1114961.247170
  nChanged 3
		SP:Iteration 19Q (199043.980000 sec): 3 clusters
  Score: Raw -1117914.727890 + Penalty 2950.593734 = -1114964.134156
  nChanged 0
		SP:Iteration 20F (199044.120000 sec): 3 clusters
  Score: Raw -1117914.727890 + Penalty 2950.593734 = -1114964.134156
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 10 (4623 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (199044.200000 sec): 2 clusters
  Score: Raw -518968.898012 + Penalty 1371.304858 = -517597.593155
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (199044.300000 sec): 3 clusters
  Score: Raw -516616.364073 + Penalty 2742.609715 = -513873.754358
  nChanged 1842
		SP:Iteration 1F (199044.380000 sec): 3 clusters
  Score: Raw -517675.664290 + Penalty 2742.609715 = -514933.054575
  nChanged 397
		SP:Iteration 2F (199044.470000 sec): 3 clusters
  Score: Raw -517931.285300 + Penalty 2742.609715 = -515188.675585
  nChanged 307
		SP:Iteration 3F (199044.550000 sec): 3 clusters
  Score: Raw -518152.838292 + Penalty 2742.609715 = -515410.228577
  nChanged 272
		SP:Iteration 4F (199044.640000 sec): 3 clusters
  Score: Raw -518349.056530 + Penalty 2742.609715 = -515606.446815
  nChanged 242
		SP:Iteration 5F (199044.720000 sec): 3 clusters
  Score: Raw -518534.395415 + Penalty 2742.609715 = -515791.785700
  nChanged 203
		SP:Iteration 6Q (199044.800000 sec): 3 clusters
  Score: Raw -518690.372150 + Penalty 2742.609715 = -515947.762435
  nChanged 187
		SP:Iteration 7Q (199044.880000 sec): 3 clusters
  Score: Raw -518827.601317 + Penalty 2742.609715 = -516084.991602
  nChanged 145
		SP:Iteration 8Q (199044.970000 sec): 3 clusters
  Score: Raw -518924.594101 + Penalty 2742.609715 = -516181.984386
  nChanged 105
		SP:Iteration 9Q (199045.050000 sec): 3 clusters
  Score: Raw -518994.063927 + Penalty 2742.609715 = -516251.454212
  nChanged 95
		SP:Iteration 10Q (199045.130000 sec): 3 clusters
  Score: Raw -519057.116100 + Penalty 2742.609715 = -516314.506385
  nChanged 77
		SP:Iteration 11Q (199045.220000 sec): 3 clusters
  Score: Raw -519121.315910 + Penalty 2742.609715 = -516378.706195
  nChanged 60
		SP:Iteration 12Q (199045.300000 sec): 3 clusters
  Score: Raw -519169.826336 + Penalty 2742.609715 = -516427.216620
  nChanged 40
		SP:Iteration 13Q (199045.380000 sec): 3 clusters
  Score: Raw -519199.110302 + Penalty 2742.609715 = -516456.500587
  nChanged 39
		SP:Iteration 14Q (199045.460000 sec): 3 clusters
  Score: Raw -519229.986098 + Penalty 2742.609715 = -516487.376382
  nChanged 25
		SP:Iteration 15Q (199045.540000 sec): 3 clusters
  Score: Raw -519245.576404 + Penalty 2742.609715 = -516502.966688
  nChanged 17
		SP:Iteration 16Q (199045.620000 sec): 3 clusters
  Score: Raw -519261.585042 + Penalty 2742.609715 = -516518.975327
  nChanged 25
		SP:Iteration 17Q (199045.700000 sec): 3 clusters
  Score: Raw -519280.559020 + Penalty 2742.609715 = -516537.949305
  nChanged 16
		SP:Iteration 18Q (199045.790000 sec): 3 clusters
  Score: Raw -519287.303218 + Penalty 2742.609715 = -516544.693503
  nChanged 8
		SP:Iteration 19Q (199045.870000 sec): 3 clusters
  Score: Raw -519293.353630 + Penalty 2742.609715 = -516550.743914
  nChanged 9
		SP:Iteration 20F (199045.950000 sec): 3 clusters
  Score: Raw -519298.247228 + Penalty 2742.609715 = -516555.637513
  nChanged 5
		SP:Iteration 21Q (199046.030000 sec): 3 clusters
  Score: Raw -519300.728489 + Penalty 2742.609715 = -516558.118774
  nChanged 4
		SP:Iteration 22Q (199046.110000 sec): 3 clusters
  Score: Raw -519303.503134 + Penalty 2742.609715 = -516560.893419
  nChanged 3
		SP:Iteration 23Q (199046.190000 sec): 3 clusters
  Score: Raw -519305.333564 + Penalty 2742.609715 = -516562.723849
  nChanged 1
		SP:Iteration 24Q (199046.270000 sec): 3 clusters
  Score: Raw -519306.233435 + Penalty 2742.609715 = -516563.623720
  nChanged 2
		SP:Iteration 25Q (199046.350000 sec): 3 clusters
  Score: Raw -519307.068332 + Penalty 2742.609715 = -516564.458617
  nChanged 1
		SP:Iteration 26Q (199046.430000 sec): 3 clusters
  Score: Raw -519307.503064 + Penalty 2742.609715 = -516564.893349
  nChanged 0
		SP:Iteration 27F (199046.520000 sec): 3 clusters
  Score: Raw -519307.503064 + Penalty 2742.609715 = -516564.893349
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 11 (155702 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (199047.550000 sec): 2 clusters
  Score: Raw -18342815.926596 + Penalty 1942.801120 = -18340873.125475
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (199048.960000 sec): 3 clusters
  Score: Raw -18240361.143996 + Penalty 3885.602241 = -18236475.541755
  nChanged 75091
		SP:Iteration 1F (199050.410000 sec): 3 clusters
  Score: Raw -18286492.590877 + Penalty 3885.602241 = -18282606.988636
  nChanged 7275
		SP:Iteration 2Q (199051.870000 sec): 3 clusters
  Score: Raw -18289582.918453 + Penalty 3885.602241 = -18285697.316212
  nChanged 8550
		SP:Iteration 3F (199053.270000 sec): 3 clusters
  Score: Raw -18293812.414790 + Penalty 3885.602241 = -18289926.812549
  nChanged 9580
		SP:Iteration 4F (199054.710000 sec): 3 clusters
  Score: Raw -18299118.232849 + Penalty 3885.602241 = -18295232.630608
  nChanged 9916
		SP:Iteration 5F (199056.110000 sec): 3 clusters
  Score: Raw -18304933.346718 + Penalty 3885.602241 = -18301047.744477
  nChanged 9505
		SP:Iteration 6F (199057.560000 sec): 3 clusters
  Score: Raw -18310721.047739 + Penalty 3885.602241 = -18306835.445498
  nChanged 8617
		SP:Iteration 7F (199059.010000 sec): 3 clusters
  Score: Raw -18316110.405496 + Penalty 3885.602241 = -18312224.803255
  nChanged 7608
		SP:Iteration 8Q (199060.390000 sec): 3 clusters
  Score: Raw -18321041.573221 + Penalty 3885.602241 = -18317155.970980
  nChanged 6730
		SP:Iteration 9Q (199061.810000 sec): 3 clusters
  Score: Raw -18325491.522846 + Penalty 3885.602241 = -18321605.920605
  nChanged 5834
		SP:Iteration 10Q (199063.180000 sec): 3 clusters
  Score: Raw -18329301.895813 + Penalty 3885.602241 = -18325416.293572
  nChanged 4935
		SP:Iteration 11Q (199064.500000 sec): 3 clusters
  Score: Raw -18332484.863468 + Penalty 3885.602241 = -18328599.261227
  nChanged 4386
		SP:Iteration 12Q (199065.810000 sec): 3 clusters
  Score: Raw -18335305.103399 + Penalty 3885.602241 = -18331419.501158
  nChanged 3635
		SP:Iteration 13Q (199067.090000 sec): 3 clusters
  Score: Raw -18337658.966618 + Penalty 3885.602241 = -18333773.364377
  nChanged 2831
		SP:Iteration 14Q (199068.410000 sec): 3 clusters
  Score: Raw -18339487.387122 + Penalty 3885.602241 = -18335601.784881
  nChanged 2040
		SP:Iteration 15Q (199069.720000 sec): 3 clusters
  Score: Raw -18340780.506581 + Penalty 3885.602241 = -18336894.904340
  nChanged 1381
		SP:Iteration 16Q (199071.010000 sec): 3 clusters
  Score: Raw -18341644.157092 + Penalty 3885.602241 = -18337758.554851
  nChanged 950
		SP:Iteration 17Q (199072.320000 sec): 3 clusters
  Score: Raw -18342240.424587 + Penalty 3885.602241 = -18338354.822346
  nChanged 578
		SP:Iteration 18Q (199073.580000 sec): 3 clusters
  Score: Raw -18342598.454959 + Penalty 3885.602241 = -18338712.852718
  nChanged 349
		SP:Iteration 19Q (199074.840000 sec): 3 clusters
  Score: Raw -18342804.273013 + Penalty 3885.602241 = -18338918.670772
  nChanged 236
		SP:Iteration 20F (199076.270000 sec): 3 clusters
  Score: Raw -18342946.163276 + Penalty 3885.602241 = -18339060.561035
  nChanged 154
		SP:Iteration 21Q (199077.550000 sec): 3 clusters
  Score: Raw -18343036.574743 + Penalty 3885.602241 = -18339150.972502
  nChanged 110
		SP:Iteration 22Q (199078.810000 sec): 3 clusters
  Score: Raw -18343090.925106 + Penalty 3885.602241 = -18339205.322865
  nChanged 78
		SP:Iteration 23Q (199080.110000 sec): 3 clusters
  Score: Raw -18343124.915191 + Penalty 3885.602241 = -18339239.312950
  nChanged 46
		SP:Iteration 24Q (199081.370000 sec): 3 clusters
  Score: Raw -18343149.802901 + Penalty 3885.602241 = -18339264.200660
  nChanged 42
		SP:Iteration 25Q (199082.620000 sec): 3 clusters
  Score: Raw -18343172.355674 + Penalty 3885.602241 = -18339286.753433
  nChanged 27
		SP:Iteration 26Q (199083.920000 sec): 3 clusters
  Score: Raw -18343189.640345 + Penalty 3885.602241 = -18339304.038104
  nChanged 34
		SP:Iteration 27Q (199085.200000 sec): 3 clusters
  Score: Raw -18343204.594348 + Penalty 3885.602241 = -18339318.992107
  nChanged 18
		SP:Iteration 28Q (199086.450000 sec): 3 clusters
  Score: Raw -18343214.223741 + Penalty 3885.602241 = -18339328.621500
  nChanged 13
		SP:Iteration 29Q (199087.760000 sec): 3 clusters
  Score: Raw -18343220.510473 + Penalty 3885.602241 = -18339334.908232
  nChanged 11
		SP:Iteration 30Q (199089.010000 sec): 3 clusters
  Score: Raw -18343224.661578 + Penalty 3885.602241 = -18339339.059337
  nChanged 12
		SP:Iteration 31Q (199090.260000 sec): 3 clusters
  Score: Raw -18343230.262623 + Penalty 3885.602241 = -18339344.660382
  nChanged 11
		SP:Iteration 32Q (199091.550000 sec): 3 clusters
  Score: Raw -18343235.077228 + Penalty 3885.602241 = -18339349.474987
  nChanged 3
		SP:Iteration 33Q (199092.830000 sec): 3 clusters
  Score: Raw -18343235.744170 + Penalty 3885.602241 = -18339350.141929
  nChanged 0
		SP:Iteration 34F (199094.220000 sec): 3 clusters
  Score: Raw -18343235.744170 + Penalty 3885.602241 = -18339350.141929
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 12 (7649 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (199094.310000 sec): 2 clusters
  Score: Raw -867323.438355 + Penalty 1453.128657 = -865870.309698
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (199094.480000 sec): 3 clusters
  Score: Raw -863060.486567 + Penalty 2906.257315 = -860154.229252
  nChanged 3316
		SP:Iteration 1F (199094.590000 sec): 3 clusters
  Score: Raw -864932.903421 + Penalty 2906.257315 = -862026.646107
  nChanged 541
		SP:Iteration 2F (199094.710000 sec): 3 clusters
  Score: Raw -865233.022648 + Penalty 2906.257315 = -862326.765333
  nChanged 473
		SP:Iteration 3F (199094.830000 sec): 3 clusters
  Score: Raw -865522.694001 + Penalty 2906.257315 = -862616.436686
  nChanged 450
		SP:Iteration 4F (199094.950000 sec): 3 clusters
  Score: Raw -865782.516072 + Penalty 2906.257315 = -862876.258758
  nChanged 369
		SP:Iteration 5Q (199095.070000 sec): 3 clusters
  Score: Raw -866001.187656 + Penalty 2906.257315 = -863094.930341
  nChanged 348
		SP:Iteration 6Q (199095.190000 sec): 3 clusters
  Score: Raw -866202.343831 + Penalty 2906.257315 = -863296.086516
  nChanged 303
		SP:Iteration 7Q (199095.310000 sec): 3 clusters
  Score: Raw -866372.999726 + Penalty 2906.257315 = -863466.742412
  nChanged 288
		SP:Iteration 8Q (199095.430000 sec): 3 clusters
  Score: Raw -866540.865871 + Penalty 2906.257315 = -863634.608556
  nChanged 275
		SP:Iteration 9Q (199095.550000 sec): 3 clusters
  Score: Raw -866699.355606 + Penalty 2906.257315 = -863793.098291
  nChanged 245
		SP:Iteration 10Q (199095.670000 sec): 3 clusters
  Score: Raw -866826.661679 + Penalty 2906.257315 = -863920.404364
  nChanged 219
		SP:Iteration 11Q (199095.780000 sec): 3 clusters
  Score: Raw -866952.502141 + Penalty 2906.257315 = -864046.244826
  nChanged 192
		SP:Iteration 12Q (199095.900000 sec): 3 clusters
  Score: Raw -867063.252361 + Penalty 2906.257315 = -864156.995046
  nChanged 166
		SP:Iteration 13Q (199096.020000 sec): 3 clusters
  Score: Raw -867147.188404 + Penalty 2906.257315 = -864240.931089
  nChanged 144
		SP:Iteration 14Q (199096.140000 sec): 3 clusters
  Score: Raw -867206.699207 + Penalty 2906.257315 = -864300.441893
  nChanged 108
		SP:Iteration 15Q (199096.250000 sec): 3 clusters
  Score: Raw -867242.160562 + Penalty 2906.257315 = -864335.903247
  nChanged 83
		SP:Iteration 16Q (199096.370000 sec): 3 clusters
  Score: Raw -867265.240641 + Penalty 2906.257315 = -864358.983327
  nChanged 72
		SP:Iteration 17Q (199096.490000 sec): 3 clusters
  Score: Raw -867284.963005 + Penalty 2906.257315 = -864378.705690
  nChanged 71
		SP:Iteration 18Q (199096.610000 sec): 3 clusters
  Score: Raw -867306.005459 + Penalty 2906.257315 = -864399.748144
  nChanged 66
		SP:Iteration 19Q (199096.730000 sec): 3 clusters
  Score: Raw -867327.485016 + Penalty 2906.257315 = -864421.227701
  nChanged 58
		SP:Iteration 20F (199096.850000 sec): 3 clusters
  Score: Raw -867344.639138 + Penalty 2906.257315 = -864438.381823
  nChanged 62
		SP:Iteration 21Q (199096.970000 sec): 3 clusters
  Score: Raw -867360.717399 + Penalty 2906.257315 = -864454.460084
  nChanged 59
		SP:Iteration 22Q (199097.090000 sec): 3 clusters
  Score: Raw -867377.200701 + Penalty 2906.257315 = -864470.943387
  nChanged 47
		SP:Iteration 23Q (199097.210000 sec): 3 clusters
  Score: Raw -867390.754955 + Penalty 2906.257315 = -864484.497640
  nChanged 43
		SP:Iteration 24Q (199097.330000 sec): 3 clusters
  Score: Raw -867406.188430 + Penalty 2906.257315 = -864499.931115
  nChanged 49
		SP:Iteration 25Q (199097.460000 sec): 3 clusters
  Score: Raw -867416.943890 + Penalty 2906.257315 = -864510.686575
  nChanged 36
		SP:Iteration 26Q (199097.580000 sec): 3 clusters
  Score: Raw -867423.683798 + Penalty 2906.257315 = -864517.426484
  nChanged 28
		SP:Iteration 27Q (199097.700000 sec): 3 clusters
  Score: Raw -867429.588865 + Penalty 2906.257315 = -864523.331550
  nChanged 29
		SP:Iteration 28Q (199097.820000 sec): 3 clusters
  Score: Raw -867435.815383 + Penalty 2906.257315 = -864529.558068
  nChanged 25
		SP:Iteration 29Q (199097.940000 sec): 3 clusters
  Score: Raw -867439.938421 + Penalty 2906.257315 = -864533.681106
  nChanged 18
		SP:Iteration 30Q (199098.070000 sec): 3 clusters
  Score: Raw -867442.611440 + Penalty 2906.257315 = -864536.354125
  nChanged 16
		SP:Iteration 31Q (199098.190000 sec): 3 clusters
  Score: Raw -867444.704328 + Penalty 2906.257315 = -864538.447013
  nChanged 8
		SP:Iteration 32Q (199098.310000 sec): 3 clusters
  Score: Raw -867445.761438 + Penalty 2906.257315 = -864539.504123
  nChanged 6
		SP:Iteration 33Q (199098.430000 sec): 3 clusters
  Score: Raw -867447.019363 + Penalty 2906.257315 = -864540.762048
  nChanged 4
		SP:Iteration 34Q (199098.550000 sec): 3 clusters
  Score: Raw -867447.350900 + Penalty 2906.257315 = -864541.093585
  nChanged 1
		SP:Iteration 35Q (199098.670000 sec): 3 clusters
  Score: Raw -867447.659859 + Penalty 2906.257315 = -864541.402544
  nChanged 0
		SP:Iteration 36F (199098.800000 sec): 3 clusters
  Score: Raw -867447.659859 + Penalty 2906.257315 = -864541.402544
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 13 (118949 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (199099.630000 sec): 2 clusters
  Score: Raw -14822786.443149 + Penalty 1899.048143 = -14820887.395007
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (199100.670000 sec): 3 clusters
  Score: Raw -14744973.527699 + Penalty 3798.096285 = -14741175.431413
  nChanged 56954
		SP:Iteration 1F (199101.750000 sec): 3 clusters
  Score: Raw -14778721.722300 + Penalty 3798.096285 = -14774923.626014
  nChanged 3906
		SP:Iteration 2Q (199102.850000 sec): 3 clusters
  Score: Raw -14779762.938198 + Penalty 3798.096285 = -14775964.841913
  nChanged 4237
		SP:Iteration 3Q (199103.950000 sec): 3 clusters
  Score: Raw -14781117.315699 + Penalty 3798.096285 = -14777319.219413
  nChanged 4713
		SP:Iteration 4Q (199105.050000 sec): 3 clusters
  Score: Raw -14783000.499475 + Penalty 3798.096285 = -14779202.403190
  nChanged 5343
		SP:Iteration 5Q (199106.170000 sec): 3 clusters
  Score: Raw -14785622.802267 + Penalty 3798.096285 = -14781824.705981
  nChanged 6051
		SP:Iteration 6F (199107.250000 sec): 3 clusters
  Score: Raw -14789449.860214 + Penalty 3798.096285 = -14785651.763929
  nChanged 6763
		SP:Iteration 7F (199108.370000 sec): 3 clusters
  Score: Raw -14795267.616363 + Penalty 3798.096285 = -14791469.520078
  nChanged 7141
		SP:Iteration 8F (199109.470000 sec): 3 clusters
  Score: Raw -14803429.292299 + Penalty 3798.096285 = -14799631.196013
  nChanged 6380
		SP:Iteration 9F (199110.550000 sec): 3 clusters
  Score: Raw -14811142.663530 + Penalty 3798.096285 = -14807344.567245
  nChanged 5310
		SP:Iteration 10Q (199111.600000 sec): 3 clusters
  Score: Raw -14814663.609151 + Penalty 3798.096285 = -14810865.512865
  nChanged 4081
		SP:Iteration 11Q (199112.600000 sec): 3 clusters
  Score: Raw -14816218.468278 + Penalty 3798.096285 = -14812420.371993
  nChanged 2931
		SP:Iteration 12Q (199113.600000 sec): 3 clusters
  Score: Raw -14817296.782960 + Penalty 3798.096285 = -14813498.686675
  nChanged 2663
		SP:Iteration 13Q (199114.640000 sec): 3 clusters
  Score: Raw -14818435.586566 + Penalty 3798.096285 = -14814637.490281
  nChanged 2884
		SP:Iteration 14Q (199115.630000 sec): 3 clusters
  Score: Raw -14819922.965178 + Penalty 3798.096285 = -14816124.868892
  nChanged 3281
		SP:Iteration 15Q (199116.620000 sec): 3 clusters
  Score: Raw -14821949.862356 + Penalty 3798.096285 = -14818151.766070
  nChanged 3766
		SP:Iteration 16Q (199117.660000 sec): 3 clusters
  Score: Raw -14824786.789384 + Penalty 3798.096285 = -14820988.693099
  nChanged 4139
		SP:Iteration 17Q (199118.680000 sec): 3 clusters
  Score: Raw -14828654.826576 + Penalty 3798.096285 = -14824856.730291
  nChanged 4225
		SP:Iteration 18Q (199119.680000 sec): 3 clusters
  Score: Raw -14833211.634777 + Penalty 3798.096285 = -14829413.538492
  nChanged 3711
		SP:Iteration 19Q (199120.710000 sec): 3 clusters
  Score: Raw -14837101.317271 + Penalty 3798.096285 = -14833303.220986
  nChanged 2786
		SP:Iteration 20F (199121.790000 sec): 3 clusters
  Score: Raw -14839688.502310 + Penalty 3798.096285 = -14835890.406025
  nChanged 1901
		SP:Iteration 21Q (199122.770000 sec): 3 clusters
  Score: Raw -14840897.809994 + Penalty 3798.096285 = -14837099.713709
  nChanged 1134
		SP:Iteration 22Q (199123.730000 sec): 3 clusters
  Score: Raw -14841310.770021 + Penalty 3798.096285 = -14837512.673736
  nChanged 659
		SP:Iteration 23Q (199124.670000 sec): 3 clusters
  Score: Raw -14841459.836177 + Penalty 3798.096285 = -14837661.739892
  nChanged 415
		SP:Iteration 24Q (199125.640000 sec): 3 clusters
  Score: Raw -14841521.983016 + Penalty 3798.096285 = -14837723.886730
  nChanged 244
		SP:Iteration 25Q (199126.590000 sec): 3 clusters
  Score: Raw -14841545.586737 + Penalty 3798.096285 = -14837747.490452
  nChanged 136
		SP:Iteration 26Q (199127.540000 sec): 3 clusters
  Score: Raw -14841553.122914 + Penalty 3798.096285 = -14837755.026628
  nChanged 85
		SP:Iteration 27Q (199128.500000 sec): 3 clusters
  Score: Raw -14841556.263802 + Penalty 3798.096285 = -14837758.167517
  nChanged 49
		SP:Iteration 28Q (199129.470000 sec): 3 clusters
  Score: Raw -14841557.352030 + Penalty 3798.096285 = -14837759.255745
  nChanged 23
		SP:Iteration 29Q (199130.440000 sec): 3 clusters
  Score: Raw -14841557.731438 + Penalty 3798.096285 = -14837759.635153
  nChanged 8
		SP:Iteration 30Q (199131.410000 sec): 3 clusters
  Score: Raw -14841557.825683 + Penalty 3798.096285 = -14837759.729397
  nChanged 3
		SP:Iteration 31Q (199132.380000 sec): 3 clusters
  Score: Raw -14841557.854005 + Penalty 3798.096285 = -14837759.757720
  nChanged 4
		SP:Iteration 32Q (199133.340000 sec): 3 clusters
  Score: Raw -14841557.887202 + Penalty 3798.096285 = -14837759.790917
  nChanged 2
		SP:Iteration 33Q (199134.310000 sec): 3 clusters
  Score: Raw -14841557.901561 + Penalty 3798.096285 = -14837759.805276
  nChanged 1
		SP:Iteration 34Q (199135.270000 sec): 3 clusters
  Score: Raw -14841557.910571 + Penalty 3798.096285 = -14837759.814285
  nChanged 0
		SP:Iteration 35F (199136.400000 sec): 3 clusters
  Score: Raw -14841557.910571 + Penalty 3798.096285 = -14837759.814285
  nChanged 0
  Score: Raw -119163699.648934 + Penalty 265543.287490 = -118898156.361444

Splitting cluster 13 changes total score from -118881632.578759 to -118898156.361444

 So it's getting split into cluster 118.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 14 (6140 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (199498.360000 sec): 2 clusters
  Score: Raw -703224.233788 + Penalty 1417.419253 = -701806.814535
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (199498.470000 sec): 3 clusters
  Score: Raw -699993.693501 + Penalty 2834.838507 = -697158.854994
  nChanged 2543
		SP:Iteration 1F (199498.580000 sec): 3 clusters
  Score: Raw -701501.626673 + Penalty 2834.838507 = -698666.788166
  nChanged 543
		SP:Iteration 2F (199498.690000 sec): 3 clusters
  Score: Raw -701904.115511 + Penalty 2834.838507 = -699069.277004
  nChanged 467
		SP:Iteration 3F (199498.790000 sec): 3 clusters
  Score: Raw -702336.751264 + Penalty 2834.838507 = -699501.912757
  nChanged 466
		SP:Iteration 4F (199498.900000 sec): 3 clusters
  Score: Raw -702765.730291 + Penalty 2834.838507 = -699930.891784
  nChanged 418
		SP:Iteration 5F (199499.000000 sec): 3 clusters
  Score: Raw -703161.508535 + Penalty 2834.838507 = -700326.670028
  nChanged 332
		SP:Iteration 6F (199499.110000 sec): 3 clusters
  Score: Raw -703438.381287 + Penalty 2834.838507 = -700603.542780
  nChanged 279
		SP:Iteration 7Q (199499.220000 sec): 3 clusters
  Score: Raw -703619.885498 + Penalty 2834.838507 = -700785.046991
  nChanged 162
		SP:Iteration 8Q (199499.330000 sec): 3 clusters
  Score: Raw -703728.251321 + Penalty 2834.838507 = -700893.412814
  nChanged 107
		SP:Iteration 9Q (199499.430000 sec): 3 clusters
  Score: Raw -703775.233961 + Penalty 2834.838507 = -700940.395454
  nChanged 73
		SP:Iteration 10Q (199499.530000 sec): 3 clusters
  Score: Raw -703796.308035 + Penalty 2834.838507 = -700961.469528
  nChanged 44
		SP:Iteration 11Q (199499.640000 sec): 3 clusters
  Score: Raw -703806.890891 + Penalty 2834.838507 = -700972.052384
  nChanged 31
		SP:Iteration 12Q (199499.740000 sec): 3 clusters
  Score: Raw -703812.052188 + Penalty 2834.838507 = -700977.213682
  nChanged 18
		SP:Iteration 13Q (199499.850000 sec): 3 clusters
  Score: Raw -703815.309454 + Penalty 2834.838507 = -700980.470947
  nChanged 13
		SP:Iteration 14Q (199499.950000 sec): 3 clusters
  Score: Raw -703817.465614 + Penalty 2834.838507 = -700982.627107
  nChanged 12
		SP:Iteration 15Q (199500.050000 sec): 3 clusters
  Score: Raw -703819.783977 + Penalty 2834.838507 = -700984.945471
  nChanged 9
		SP:Iteration 16Q (199500.150000 sec): 3 clusters
  Score: Raw -703821.470172 + Penalty 2834.838507 = -700986.631665
  nChanged 11
		SP:Iteration 17Q (199500.260000 sec): 3 clusters
  Score: Raw -703822.726211 + Penalty 2834.838507 = -700987.887704
  nChanged 2
		SP:Iteration 18Q (199500.360000 sec): 3 clusters
  Score: Raw -703823.044209 + Penalty 2834.838507 = -700988.205702
  nChanged 0
		SP:Iteration 19F (199500.460000 sec): 3 clusters
  Score: Raw -703823.044209 + Penalty 2834.838507 = -700988.205702
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 15 (6229 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (199500.550000 sec): 2 clusters
  Score: Raw -688409.105970 + Penalty 1419.757801 = -686989.348169
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (199500.690000 sec): 3 clusters
  Score: Raw -685155.960258 + Penalty 2839.515603 = -682316.444656
  nChanged 2565
		SP:Iteration 1F (199500.790000 sec): 3 clusters
  Score: Raw -686964.442464 + Penalty 2839.515603 = -684124.926862
  nChanged 614
		SP:Iteration 2F (199500.890000 sec): 3 clusters
  Score: Raw -687540.118312 + Penalty 2839.515603 = -684700.602710
  nChanged 495
		SP:Iteration 3F (199500.990000 sec): 3 clusters
  Score: Raw -687930.324512 + Penalty 2839.515603 = -685090.808910
  nChanged 367
		SP:Iteration 4F (199501.090000 sec): 3 clusters
  Score: Raw -688172.506351 + Penalty 2839.515603 = -685332.990749
  nChanged 286
		SP:Iteration 5Q (199501.190000 sec): 3 clusters
  Score: Raw -688330.458827 + Penalty 2839.515603 = -685490.943224
  nChanged 188
		SP:Iteration 6Q (199501.290000 sec): 3 clusters
  Score: Raw -688423.771808 + Penalty 2839.515603 = -685584.256205
  nChanged 154
		SP:Iteration 7Q (199501.400000 sec): 3 clusters
  Score: Raw -688489.866711 + Penalty 2839.515603 = -685650.351108
  nChanged 134
		SP:Iteration 8Q (199501.500000 sec): 3 clusters
  Score: Raw -688541.512513 + Penalty 2839.515603 = -685701.996911
  nChanged 117
		SP:Iteration 9Q (199501.600000 sec): 3 clusters
  Score: Raw -688591.123289 + Penalty 2839.515603 = -685751.607686
  nChanged 108
		SP:Iteration 10Q (199501.700000 sec): 3 clusters
  Score: Raw -688640.200741 + Penalty 2839.515603 = -685800.685139
  nChanged 104
		SP:Iteration 11Q (199501.800000 sec): 3 clusters
  Score: Raw -688682.995946 + Penalty 2839.515603 = -685843.480344
  nChanged 103
		SP:Iteration 12Q (199501.900000 sec): 3 clusters
  Score: Raw -688717.722899 + Penalty 2839.515603 = -685878.207296
  nChanged 103
		SP:Iteration 13Q (199502.000000 sec): 3 clusters
  Score: Raw -688754.605538 + Penalty 2839.515603 = -685915.089935
  nChanged 90
		SP:Iteration 14Q (199502.100000 sec): 3 clusters
  Score: Raw -688785.537674 + Penalty 2839.515603 = -685946.022071
  nChanged 76
		SP:Iteration 15Q (199502.200000 sec): 3 clusters
  Score: Raw -688807.356849 + Penalty 2839.515603 = -685967.841246
  nChanged 58
		SP:Iteration 16Q (199502.300000 sec): 3 clusters
  Score: Raw -688823.151008 + Penalty 2839.515603 = -685983.635405
  nChanged 45
		SP:Iteration 17Q (199502.400000 sec): 3 clusters
  Score: Raw -688832.879119 + Penalty 2839.515603 = -685993.363516
  nChanged 34
		SP:Iteration 18Q (199502.500000 sec): 3 clusters
  Score: Raw -688839.277626 + Penalty 2839.515603 = -685999.762023
  nChanged 25
		SP:Iteration 19Q (199502.610000 sec): 3 clusters
  Score: Raw -688845.278629 + Penalty 2839.515603 = -686005.763026
  nChanged 22
		SP:Iteration 20F (199502.710000 sec): 3 clusters
  Score: Raw -688850.336576 + Penalty 2839.515603 = -686010.820974
  nChanged 24
		SP:Iteration 21Q (199502.810000 sec): 3 clusters
  Score: Raw -688856.096505 + Penalty 2839.515603 = -686016.580902
  nChanged 22
		SP:Iteration 22Q (199502.900000 sec): 3 clusters
  Score: Raw -688860.547927 + Penalty 2839.515603 = -686021.032324
  nChanged 16
		SP:Iteration 23Q (199503.010000 sec): 3 clusters
  Score: Raw -688865.360689 + Penalty 2839.515603 = -686025.845086
  nChanged 15
		SP:Iteration 24Q (199503.110000 sec): 3 clusters
  Score: Raw -688868.835188 + Penalty 2839.515603 = -686029.319585
  nChanged 25
		SP:Iteration 25Q (199503.210000 sec): 3 clusters
  Score: Raw -688875.670196 + Penalty 2839.515603 = -686036.154594
  nChanged 27
		SP:Iteration 26Q (199503.310000 sec): 3 clusters
  Score: Raw -688882.492314 + Penalty 2839.515603 = -686042.976712
  nChanged 27
		SP:Iteration 27Q (199503.410000 sec): 3 clusters
  Score: Raw -688888.945520 + Penalty 2839.515603 = -686049.429917
  nChanged 27
		SP:Iteration 28Q (199503.510000 sec): 3 clusters
  Score: Raw -688895.050759 + Penalty 2839.515603 = -686055.535156
  nChanged 24
		SP:Iteration 29Q (199503.610000 sec): 3 clusters
  Score: Raw -688900.200767 + Penalty 2839.515603 = -686060.685164
  nChanged 23
		SP:Iteration 30Q (199503.710000 sec): 3 clusters
  Score: Raw -688904.568535 + Penalty 2839.515603 = -686065.052932
  nChanged 16
		SP:Iteration 31Q (199503.800000 sec): 3 clusters
  Score: Raw -688907.690212 + Penalty 2839.515603 = -686068.174609
  nChanged 14
		SP:Iteration 32Q (199503.910000 sec): 3 clusters
  Score: Raw -688911.440400 + Penalty 2839.515603 = -686071.924797
  nChanged 18
		SP:Iteration 33Q (199504.010000 sec): 3 clusters
  Score: Raw -688915.511069 + Penalty 2839.515603 = -686075.995467
  nChanged 12
		SP:Iteration 34Q (199504.120000 sec): 3 clusters
  Score: Raw -688917.348760 + Penalty 2839.515603 = -686077.833158
  nChanged 15
		SP:Iteration 35Q (199504.220000 sec): 3 clusters
  Score: Raw -688919.736501 + Penalty 2839.515603 = -686080.220898
  nChanged 14
		SP:Iteration 36Q (199504.310000 sec): 3 clusters
  Score: Raw -688922.355901 + Penalty 2839.515603 = -686082.840298
  nChanged 10
		SP:Iteration 37Q (199504.420000 sec): 3 clusters
  Score: Raw -688923.922007 + Penalty 2839.515603 = -686084.406404
  nChanged 6
		SP:Iteration 38Q (199504.520000 sec): 3 clusters
  Score: Raw -688925.062503 + Penalty 2839.515603 = -686085.546900
  nChanged 5
		SP:Iteration 39Q (199504.620000 sec): 3 clusters
  Score: Raw -688926.113457 + Penalty 2839.515603 = -686086.597854
  nChanged 4
		SP:Iteration 40F (199504.720000 sec): 3 clusters
  Score: Raw -688927.049192 + Penalty 2839.515603 = -686087.533590
  nChanged 6
		SP:Iteration 41Q (199504.820000 sec): 3 clusters
  Score: Raw -688928.686937 + Penalty 2839.515603 = -686089.171335
  nChanged 6
		SP:Iteration 42Q (199504.920000 sec): 3 clusters
  Score: Raw -688930.212094 + Penalty 2839.515603 = -686090.696491
  nChanged 6
		SP:Iteration 43Q (199505.030000 sec): 3 clusters
  Score: Raw -688931.589171 + Penalty 2839.515603 = -686092.073568
  nChanged 7
		SP:Iteration 44Q (199505.130000 sec): 3 clusters
  Score: Raw -688932.635030 + Penalty 2839.515603 = -686093.119427
  nChanged 8
		SP:Iteration 45Q (199505.230000 sec): 3 clusters
  Score: Raw -688934.317201 + Penalty 2839.515603 = -686094.801599
  nChanged 7
		SP:Iteration 46Q (199505.330000 sec): 3 clusters
  Score: Raw -688935.843863 + Penalty 2839.515603 = -686096.328260
  nChanged 4
		SP:Iteration 47Q (199505.420000 sec): 3 clusters
  Score: Raw -688936.338026 + Penalty 2839.515603 = -686096.822423
  nChanged 6
		SP:Iteration 48Q (199505.520000 sec): 3 clusters
  Score: Raw -688937.133512 + Penalty 2839.515603 = -686097.617910
  nChanged 2
		SP:Iteration 49Q (199505.620000 sec): 3 clusters
  Score: Raw -688937.339489 + Penalty 2839.515603 = -686097.823886
  nChanged 1
		SP:Iteration 50Q (199505.720000 sec): 3 clusters
  Score: Raw -688937.535746 + Penalty 2839.515603 = -686098.020143
  nChanged 1
		SP:Iteration 51Q (199505.820000 sec): 3 clusters
  Score: Raw -688937.836253 + Penalty 2839.515603 = -686098.320650
  nChanged 1
		SP:Iteration 52Q (199505.930000 sec): 3 clusters
  Score: Raw -688937.917931 + Penalty 2839.515603 = -686098.402329
  nChanged 0
		SP:Iteration 53F (199506.030000 sec): 3 clusters
  Score: Raw -688937.917931 + Penalty 2839.515603 = -686098.402329
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 16 (5460 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (199506.110000 sec): 2 clusters
  Score: Raw -685338.738907 + Penalty 1398.345661 = -683940.393246
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (199506.220000 sec): 3 clusters
  Score: Raw -682393.409912 + Penalty 2796.691322 = -679596.718589
  nChanged 2273
		SP:Iteration 1F (199506.320000 sec): 3 clusters
  Score: Raw -683638.173857 + Penalty 2796.691322 = -680841.482535
  nChanged 412
		SP:Iteration 2F (199506.410000 sec): 3 clusters
  Score: Raw -683866.382952 + Penalty 2796.691322 = -681069.691630
  nChanged 349
		SP:Iteration 3F (199506.500000 sec): 3 clusters
  Score: Raw -684050.934267 + Penalty 2796.691322 = -681254.242945
  nChanged 269
		SP:Iteration 4Q (199506.600000 sec): 3 clusters
  Score: Raw -684191.130009 + Penalty 2796.691322 = -681394.438687
  nChanged 243
		SP:Iteration 5Q (199506.690000 sec): 3 clusters
  Score: Raw -684311.963455 + Penalty 2796.691322 = -681515.272133
  nChanged 216
		SP:Iteration 6Q (199506.780000 sec): 3 clusters
  Score: Raw -684418.356739 + Penalty 2796.691322 = -681621.665416
  nChanged 208
		SP:Iteration 7Q (199506.880000 sec): 3 clusters
  Score: Raw -684522.801007 + Penalty 2796.691322 = -681726.109685
  nChanged 186
		SP:Iteration 8Q (199506.970000 sec): 3 clusters
  Score: Raw -684612.121840 + Penalty 2796.691322 = -681815.430518
  nChanged 170
		SP:Iteration 9Q (199507.060000 sec): 3 clusters
  Score: Raw -684685.801261 + Penalty 2796.691322 = -681889.109939
  nChanged 154
		SP:Iteration 10Q (199507.160000 sec): 3 clusters
  Score: Raw -684765.828071 + Penalty 2796.691322 = -681969.136748
  nChanged 132
		SP:Iteration 11Q (199507.250000 sec): 3 clusters
  Score: Raw -684828.149862 + Penalty 2796.691322 = -682031.458540
  nChanged 122
		SP:Iteration 12Q (199507.350000 sec): 3 clusters
  Score: Raw -684880.404780 + Penalty 2796.691322 = -682083.713457
  nChanged 105
		SP:Iteration 13Q (199507.440000 sec): 3 clusters
  Score: Raw -684923.614421 + Penalty 2796.691322 = -682126.923099
  nChanged 100
		SP:Iteration 14Q (199507.530000 sec): 3 clusters
  Score: Raw -684969.822245 + Penalty 2796.691322 = -682173.130923
  nChanged 82
		SP:Iteration 15Q (199507.630000 sec): 3 clusters
  Score: Raw -685010.994448 + Penalty 2796.691322 = -682214.303125
  nChanged 78
		SP:Iteration 16Q (199507.720000 sec): 3 clusters
  Score: Raw -685047.475811 + Penalty 2796.691322 = -682250.784489
  nChanged 62
		SP:Iteration 17Q (199507.810000 sec): 3 clusters
  Score: Raw -685077.607915 + Penalty 2796.691322 = -682280.916592
  nChanged 66
		SP:Iteration 18Q (199507.910000 sec): 3 clusters
  Score: Raw -685112.511155 + Penalty 2796.691322 = -682315.819833
  nChanged 72
		SP:Iteration 19Q (199508.000000 sec): 3 clusters
  Score: Raw -685148.602130 + Penalty 2796.691322 = -682351.910807
  nChanged 60
		SP:Iteration 20F (199508.100000 sec): 3 clusters
  Score: Raw -685179.594706 + Penalty 2796.691322 = -682382.903384
  nChanged 55
		SP:Iteration 21Q (199508.190000 sec): 3 clusters
  Score: Raw -685200.926257 + Penalty 2796.691322 = -682404.234934
  nChanged 43
		SP:Iteration 22Q (199508.280000 sec): 3 clusters
  Score: Raw -685219.431073 + Penalty 2796.691322 = -682422.739751
  nChanged 37
		SP:Iteration 23Q (199508.380000 sec): 3 clusters
  Score: Raw -685241.665930 + Penalty 2796.691322 = -682444.974608
  nChanged 44
		SP:Iteration 24Q (199508.470000 sec): 3 clusters
  Score: Raw -685263.498997 + Penalty 2796.691322 = -682466.807675
  nChanged 36
		SP:Iteration 25Q (199508.560000 sec): 3 clusters
  Score: Raw -685281.570441 + Penalty 2796.691322 = -682484.879119
  nChanged 35
		SP:Iteration 26Q (199508.660000 sec): 3 clusters
  Score: Raw -685303.391890 + Penalty 2796.691322 = -682506.700568
  nChanged 34
		SP:Iteration 27Q (199508.750000 sec): 3 clusters
  Score: Raw -685322.462528 + Penalty 2796.691322 = -682525.771206
  nChanged 38
		SP:Iteration 28Q (199508.840000 sec): 3 clusters
  Score: Raw -685340.333078 + Penalty 2796.691322 = -682543.641755
  nChanged 33
		SP:Iteration 29Q (199508.930000 sec): 3 clusters
  Score: Raw -685357.462493 + Penalty 2796.691322 = -682560.771171
  nChanged 32
		SP:Iteration 30Q (199509.020000 sec): 3 clusters
  Score: Raw -685379.935744 + Penalty 2796.691322 = -682583.244421
  nChanged 25
		SP:Iteration 31Q (199509.120000 sec): 3 clusters
  Score: Raw -685395.927031 + Penalty 2796.691322 = -682599.235709
  nChanged 22
		SP:Iteration 32Q (199509.210000 sec): 3 clusters
  Score: Raw -685409.491899 + Penalty 2796.691322 = -682612.800577
  nChanged 14
		SP:Iteration 33Q (199509.300000 sec): 3 clusters
  Score: Raw -685415.739610 + Penalty 2796.691322 = -682619.048288
  nChanged 10
		SP:Iteration 34Q (199509.390000 sec): 3 clusters
  Score: Raw -685420.243273 + Penalty 2796.691322 = -682623.551950
  nChanged 10
		SP:Iteration 35Q (199509.480000 sec): 3 clusters
  Score: Raw -685425.107700 + Penalty 2796.691322 = -682628.416377
  nChanged 10
		SP:Iteration 36Q (199509.580000 sec): 3 clusters
  Score: Raw -685429.340431 + Penalty 2796.691322 = -682632.649109
  nChanged 8
		SP:Iteration 37Q (199509.670000 sec): 3 clusters
  Score: Raw -685433.602314 + Penalty 2796.691322 = -682636.910991
  nChanged 10
		SP:Iteration 38Q (199509.760000 sec): 3 clusters
  Score: Raw -685439.153234 + Penalty 2796.691322 = -682642.461911
  nChanged 9
		SP:Iteration 39Q (199509.850000 sec): 3 clusters
  Score: Raw -685443.878397 + Penalty 2796.691322 = -682647.187075
  nChanged 8
		SP:Iteration 40F (199509.940000 sec): 3 clusters
  Score: Raw -685448.487852 + Penalty 2796.691322 = -682651.796529
  nChanged 13
		SP:Iteration 41Q (199510.040000 sec): 3 clusters
  Score: Raw -685456.820956 + Penalty 2796.691322 = -682660.129634
  nChanged 15
		SP:Iteration 42Q (199510.130000 sec): 3 clusters
  Score: Raw -685467.977263 + Penalty 2796.691322 = -682671.285941
  nChanged 18
		SP:Iteration 43Q (199510.220000 sec): 3 clusters
  Score: Raw -685480.017149 + Penalty 2796.691322 = -682683.325827
  nChanged 14
		SP:Iteration 44Q (199510.310000 sec): 3 clusters
  Score: Raw -685489.354978 + Penalty 2796.691322 = -682692.663656
  nChanged 17
		SP:Iteration 45Q (199510.400000 sec): 3 clusters
  Score: Raw -685497.302515 + Penalty 2796.691322 = -682700.611193
  nChanged 10
		SP:Iteration 46Q (199510.490000 sec): 3 clusters
  Score: Raw -685500.900395 + Penalty 2796.691322 = -682704.209073
  nChanged 6
		SP:Iteration 47Q (199510.580000 sec): 3 clusters
  Score: Raw -685504.412485 + Penalty 2796.691322 = -682707.721162
  nChanged 5
		SP:Iteration 48Q (199510.680000 sec): 3 clusters
  Score: Raw -685507.020841 + Penalty 2796.691322 = -682710.329518
  nChanged 4
		SP:Iteration 49Q (199510.760000 sec): 3 clusters
  Score: Raw -685508.642904 + Penalty 2796.691322 = -682711.951582
  nChanged 3
		SP:Iteration 50Q (199510.860000 sec): 3 clusters
  Score: Raw -685509.852434 + Penalty 2796.691322 = -682713.161112
  nChanged 2
		SP:Iteration 51Q (199510.950000 sec): 3 clusters
  Score: Raw -685510.582187 + Penalty 2796.691322 = -682713.890864
  nChanged 3
		SP:Iteration 52Q (199511.040000 sec): 3 clusters
  Score: Raw -685512.422726 + Penalty 2796.691322 = -682715.731403
  nChanged 2
		SP:Iteration 53Q (199511.130000 sec): 3 clusters
  Score: Raw -685513.802619 + Penalty 2796.691322 = -682717.111297
  nChanged 2
		SP:Iteration 54Q (199511.220000 sec): 3 clusters
  Score: Raw -685514.701450 + Penalty 2796.691322 = -682718.010128
  nChanged 3
		SP:Iteration 55Q (199511.310000 sec): 3 clusters
  Score: Raw -685516.642820 + Penalty 2796.691322 = -682719.951497
  nChanged 1
		SP:Iteration 56Q (199511.400000 sec): 3 clusters
  Score: Raw -685516.907130 + Penalty 2796.691322 = -682720.215808
  nChanged 0
		SP:Iteration 57F (199511.500000 sec): 3 clusters
  Score: Raw -685516.907130 + Penalty 2796.691322 = -682720.215808
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 17 (299 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (199511.550000 sec): 2 clusters
  Score: Raw -27453.021903 + Penalty 926.322081 = -26526.699822
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (199511.560000 sec): 3 clusters
  Score: Raw -27589.648245 + Penalty 1852.644161 = -25737.004083
  nChanged 86
		SP:Iteration 1F (199511.570000 sec): 3 clusters
  Score: Raw -27910.388417 + Penalty 1852.644161 = -26057.744256
  nChanged 26
		SP:Iteration 2F (199511.570000 sec): 3 clusters
  Score: Raw -28052.454387 + Penalty 1852.644161 = -26199.810226
  nChanged 13
		SP:Iteration 3Q (199511.580000 sec): 3 clusters
  Score: Raw -28284.329779 + Penalty 1852.644161 = -26431.685617
  nChanged 11
		SP:Iteration 4Q (199511.590000 sec): 3 clusters
  Score: Raw -28546.964664 + Penalty 1852.644161 = -26694.320503
  nChanged 11
		SP:Iteration 5Q (199511.590000 sec): 3 clusters
  Score: Raw -28727.769746 + Penalty 1852.644161 = -26875.125585
  nChanged 10
		SP:Iteration 6Q (199511.600000 sec): 3 clusters
  Score: Raw -28796.405048 + Penalty 1852.644161 = -26943.760886
  nChanged 5
		SP:Iteration 7Q (199511.610000 sec): 3 clusters
  Score: Raw -28832.117927 + Penalty 1852.644161 = -26979.473766
  nChanged 1
		SP:Iteration 8Q (199511.610000 sec): 3 clusters
  Score: Raw -28843.840797 + Penalty 1852.644161 = -26991.196635
  nChanged 2
		SP:Iteration 9Q (199511.620000 sec): 3 clusters
  Score: Raw -28856.755397 + Penalty 1852.644161 = -27004.111235
  nChanged 1
		SP:Iteration 10Q (199511.630000 sec): 3 clusters
  Score: Raw -28864.266546 + Penalty 1852.644161 = -27011.622384
  nChanged 2
		SP:Iteration 11Q (199511.630000 sec): 3 clusters
  Score: Raw -28875.332364 + Penalty 1852.644161 = -27022.688203
  nChanged 1
		SP:Iteration 12Q (199511.640000 sec): 3 clusters
  Score: Raw -28881.824927 + Penalty 1852.644161 = -27029.180766
  nChanged 0
		SP:Iteration 13F (199511.650000 sec): 3 clusters
  Score: Raw -28881.879952 + Penalty 1852.644161 = -27029.235791
  nChanged 1
		SP:Iteration 14Q (199511.650000 sec): 3 clusters
  Score: Raw -28885.834109 + Penalty 1852.644161 = -27033.189947
  nChanged 0
		SP:Iteration 15F (199511.660000 sec): 3 clusters
  Score: Raw -28885.834109 + Penalty 1852.644161 = -27033.189947
  nChanged 0
  Score: Raw -119165132.461140 + Penalty 267793.654333 = -118897338.806807

Splitting cluster 17 changes total score from -118881632.578759 to -118897338.806807

 So it's getting split into cluster 119.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 18 (10182 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (199940.660000 sec): 2 clusters
  Score: Raw -1325627.236199 + Penalty 1499.611219 = -1324127.624980
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (199940.830000 sec): 3 clusters
  Score: Raw -1319800.733595 + Penalty 2999.222439 = -1316801.511157
  nChanged 4430
		SP:Iteration 1F (199940.960000 sec): 3 clusters
  Score: Raw -1322217.122815 + Penalty 2999.222439 = -1319217.900376
  nChanged 559
		SP:Iteration 2F (199941.120000 sec): 3 clusters
  Score: Raw -1322426.860680 + Penalty 2999.222439 = -1319427.638241
  nChanged 456
		SP:Iteration 3Q (199941.300000 sec): 3 clusters
  Score: Raw -1322577.857909 + Penalty 2999.222439 = -1319578.635471
  nChanged 373
		SP:Iteration 4Q (199941.440000 sec): 3 clusters
  Score: Raw -1322693.991525 + Penalty 2999.222439 = -1319694.769086
  nChanged 297
		SP:Iteration 5Q (199941.600000 sec): 3 clusters
  Score: Raw -1322783.050943 + Penalty 2999.222439 = -1319783.828504
  nChanged 259
		SP:Iteration 6Q (199941.770000 sec): 3 clusters
  Score: Raw -1322854.326181 + Penalty 2999.222439 = -1319855.103742
  nChanged 230
		SP:Iteration 7Q (199941.910000 sec): 3 clusters
  Score: Raw -1322916.848163 + Penalty 2999.222439 = -1319917.625724
  nChanged 239
		SP:Iteration 8Q (199942.070000 sec): 3 clusters
  Score: Raw -1322989.685782 + Penalty 2999.222439 = -1319990.463343
  nChanged 258
		SP:Iteration 9Q (199942.220000 sec): 3 clusters
  Score: Raw -1323071.933790 + Penalty 2999.222439 = -1320072.711351
  nChanged 258
		SP:Iteration 10Q (199942.360000 sec): 3 clusters
  Score: Raw -1323164.975623 + Penalty 2999.222439 = -1320165.753184
  nChanged 299
		SP:Iteration 11Q (199942.520000 sec): 3 clusters
  Score: Raw -1323293.419306 + Penalty 2999.222439 = -1320294.196868
  nChanged 376
		SP:Iteration 12Q (199942.700000 sec): 3 clusters
  Score: Raw -1323484.664706 + Penalty 2999.222439 = -1320485.442268
  nChanged 430
		SP:Iteration 13Q (199942.840000 sec): 3 clusters
  Score: Raw -1323745.445159 + Penalty 2999.222439 = -1320746.222720
  nChanged 518
		SP:Iteration 14F (199942.990000 sec): 3 clusters
  Score: Raw -1324095.599875 + Penalty 2999.222439 = -1321096.377436
  nChanged 506
		SP:Iteration 15Q (199943.170000 sec): 3 clusters
  Score: Raw -1324480.252733 + Penalty 2999.222439 = -1321481.030294
  nChanged 468
		SP:Iteration 16Q (199943.310000 sec): 3 clusters
  Score: Raw -1324876.264290 + Penalty 2999.222439 = -1321877.041851
  nChanged 372
		SP:Iteration 17Q (199943.450000 sec): 3 clusters
  Score: Raw -1325198.183716 + Penalty 2999.222439 = -1322198.961278
  nChanged 244
		SP:Iteration 18Q (199943.610000 sec): 3 clusters
  Score: Raw -1325437.395932 + Penalty 2999.222439 = -1322438.173494
  nChanged 147
		SP:Iteration 19Q (199943.740000 sec): 3 clusters
  Score: Raw -1325594.341849 + Penalty 2999.222439 = -1322595.119411
  nChanged 80
		SP:Iteration 20F (199943.870000 sec): 3 clusters
  Score: Raw -1325685.833945 + Penalty 2999.222439 = -1322686.611506
  nChanged 34
		SP:Iteration 21Q (199944.010000 sec): 3 clusters
  Score: Raw -1325725.361443 + Penalty 2999.222439 = -1322726.139004
  nChanged 18
		SP:Iteration 22Q (199944.170000 sec): 3 clusters
  Score: Raw -1325749.948912 + Penalty 2999.222439 = -1322750.726473
  nChanged 16
		SP:Iteration 23Q (199944.310000 sec): 3 clusters
  Score: Raw -1325768.561675 + Penalty 2999.222439 = -1322769.339236
  nChanged 7
		SP:Iteration 24Q (199944.430000 sec): 3 clusters
  Score: Raw -1325779.457055 + Penalty 2999.222439 = -1322780.234616
  nChanged 8
		SP:Iteration 25Q (199944.560000 sec): 3 clusters
  Score: Raw -1325790.340250 + Penalty 2999.222439 = -1322791.117811
  nChanged 5
		SP:Iteration 26Q (199944.720000 sec): 3 clusters
  Score: Raw -1325793.965439 + Penalty 2999.222439 = -1322794.743001
  nChanged 4
		SP:Iteration 27Q (199944.990000 sec): 3 clusters
  Score: Raw -1325797.239123 + Penalty 2999.222439 = -1322798.016684
  nChanged 3
		SP:Iteration 28Q (199945.100000 sec): 3 clusters
  Score: Raw -1325799.891508 + Penalty 2999.222439 = -1322800.669070
  nChanged 5
		SP:Iteration 29Q (199945.230000 sec): 3 clusters
  Score: Raw -1325806.963606 + Penalty 2999.222439 = -1322807.741168
  nChanged 5
		SP:Iteration 30Q (199945.350000 sec): 3 clusters
  Score: Raw -1325811.040665 + Penalty 2999.222439 = -1322811.818226
  nChanged 3
		SP:Iteration 31Q (199945.500000 sec): 3 clusters
  Score: Raw -1325813.995614 + Penalty 2999.222439 = -1322814.773176
  nChanged 3
		SP:Iteration 32Q (199945.660000 sec): 3 clusters
  Score: Raw -1325819.214051 + Penalty 2999.222439 = -1322819.991612
  nChanged 2
		SP:Iteration 33Q (199945.820000 sec): 3 clusters
  Score: Raw -1325822.576483 + Penalty 2999.222439 = -1322823.354044
  nChanged 3
		SP:Iteration 34Q (199945.940000 sec): 3 clusters
  Score: Raw -1325828.567121 + Penalty 2999.222439 = -1322829.344682
  nChanged 3
		SP:Iteration 35Q (199946.070000 sec): 3 clusters
  Score: Raw -1325832.542693 + Penalty 2999.222439 = -1322833.320254
  nChanged 2
		SP:Iteration 36Q (199946.240000 sec): 3 clusters
  Score: Raw -1325835.048874 + Penalty 2999.222439 = -1322835.826435
  nChanged 2
		SP:Iteration 37Q (199946.400000 sec): 3 clusters
  Score: Raw -1325837.642583 + Penalty 2999.222439 = -1322838.420144
  nChanged 1
		SP:Iteration 38Q (199946.560000 sec): 3 clusters
  Score: Raw -1325838.653574 + Penalty 2999.222439 = -1322839.431135
  nChanged 0
		SP:Iteration 39F (199946.700000 sec): 3 clusters
  Score: Raw -1325838.653574 + Penalty 2999.222439 = -1322839.431135
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 19 (5311 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (199946.780000 sec): 2 clusters
  Score: Raw -628951.505821 + Penalty 1393.849506 = -627557.656315
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (199946.890000 sec): 3 clusters
  Score: Raw -626208.295168 + Penalty 2787.699012 = -623420.596156
  nChanged 2200
		SP:Iteration 1F (199946.980000 sec): 3 clusters
  Score: Raw -627561.812453 + Penalty 2787.699012 = -624774.113441
  nChanged 451
		SP:Iteration 2F (199947.080000 sec): 3 clusters
  Score: Raw -627876.085337 + Penalty 2787.699012 = -625088.386325
  nChanged 370
		SP:Iteration 3F (199947.170000 sec): 3 clusters
  Score: Raw -628112.197857 + Penalty 2787.699012 = -625324.498845
  nChanged 296
		SP:Iteration 4F (199947.260000 sec): 3 clusters
  Score: Raw -628299.759471 + Penalty 2787.699012 = -625512.060459
  nChanged 229
		SP:Iteration 5Q (199947.360000 sec): 3 clusters
  Score: Raw -628425.823079 + Penalty 2787.699012 = -625638.124067
  nChanged 186
		SP:Iteration 6Q (199947.450000 sec): 3 clusters
  Score: Raw -628518.446479 + Penalty 2787.699012 = -625730.747468
  nChanged 137
		SP:Iteration 7Q (199947.540000 sec): 3 clusters
  Score: Raw -628579.651374 + Penalty 2787.699012 = -625791.952362
  nChanged 100
		SP:Iteration 8Q (199947.630000 sec): 3 clusters
  Score: Raw -628618.052693 + Penalty 2787.699012 = -625830.353681
  nChanged 84
		SP:Iteration 9Q (199947.720000 sec): 3 clusters
  Score: Raw -628653.692342 + Penalty 2787.699012 = -625865.993330
  nChanged 62
		SP:Iteration 10Q (199947.820000 sec): 3 clusters
  Score: Raw -628681.940992 + Penalty 2787.699012 = -625894.241980
  nChanged 63
		SP:Iteration 11Q (199947.910000 sec): 3 clusters
  Score: Raw -628707.667479 + Penalty 2787.699012 = -625919.968467
  nChanged 42
		SP:Iteration 12Q (199948.000000 sec): 3 clusters
  Score: Raw -628724.628355 + Penalty 2787.699012 = -625936.929343
  nChanged 46
		SP:Iteration 13Q (199948.090000 sec): 3 clusters
  Score: Raw -628742.970850 + Penalty 2787.699012 = -625955.271839
  nChanged 44
		SP:Iteration 14Q (199948.180000 sec): 3 clusters
  Score: Raw -628757.369228 + Penalty 2787.699012 = -625969.670216
  nChanged 35
		SP:Iteration 15Q (199948.280000 sec): 3 clusters
  Score: Raw -628771.499500 + Penalty 2787.699012 = -625983.800489
  nChanged 49
		SP:Iteration 16Q (199948.370000 sec): 3 clusters
  Score: Raw -628798.165997 + Penalty 2787.699012 = -626010.466986
  nChanged 54
		SP:Iteration 17Q (199948.460000 sec): 3 clusters
  Score: Raw -628833.189308 + Penalty 2787.699012 = -626045.490296
  nChanged 55
		SP:Iteration 18Q (199948.550000 sec): 3 clusters
  Score: Raw -628862.371154 + Penalty 2787.699012 = -626074.672142
  nChanged 50
		SP:Iteration 19Q (199948.640000 sec): 3 clusters
  Score: Raw -628883.350113 + Penalty 2787.699012 = -626095.651101
  nChanged 45
		SP:Iteration 20F (199948.730000 sec): 3 clusters
  Score: Raw -628904.465907 + Penalty 2787.699012 = -626116.766895
  nChanged 48
		SP:Iteration 21Q (199948.820000 sec): 3 clusters
  Score: Raw -628933.456427 + Penalty 2787.699012 = -626145.757416
  nChanged 55
		SP:Iteration 22Q (199948.910000 sec): 3 clusters
  Score: Raw -628963.365613 + Penalty 2787.699012 = -626175.666602
  nChanged 51
		SP:Iteration 23Q (199949.000000 sec): 3 clusters
  Score: Raw -628990.952642 + Penalty 2787.699012 = -626203.253630
  nChanged 55
		SP:Iteration 24Q (199949.090000 sec): 3 clusters
  Score: Raw -629025.219338 + Penalty 2787.699012 = -626237.520326
  nChanged 64
		SP:Iteration 25Q (199949.180000 sec): 3 clusters
  Score: Raw -629066.998949 + Penalty 2787.699012 = -626279.299937
  nChanged 65
		SP:Iteration 26Q (199949.270000 sec): 3 clusters
  Score: Raw -629105.598632 + Penalty 2787.699012 = -626317.899621
  nChanged 56
		SP:Iteration 27Q (199949.360000 sec): 3 clusters
  Score: Raw -629148.353794 + Penalty 2787.699012 = -626360.654782
  nChanged 65
		SP:Iteration 28Q (199949.450000 sec): 3 clusters
  Score: Raw -629205.655717 + Penalty 2787.699012 = -626417.956705
  nChanged 75
		SP:Iteration 29Q (199949.540000 sec): 3 clusters
  Score: Raw -629265.650113 + Penalty 2787.699012 = -626477.951101
  nChanged 77
		SP:Iteration 30Q (199949.630000 sec): 3 clusters
  Score: Raw -629344.238244 + Penalty 2787.699012 = -626556.539233
  nChanged 84
		SP:Iteration 31Q (199949.720000 sec): 3 clusters
  Score: Raw -629425.894538 + Penalty 2787.699012 = -626638.195527
  nChanged 95
		SP:Iteration 32Q (199949.810000 sec): 3 clusters
  Score: Raw -629519.401942 + Penalty 2787.699012 = -626731.702930
  nChanged 88
		SP:Iteration 33Q (199949.900000 sec): 3 clusters
  Score: Raw -629601.201098 + Penalty 2787.699012 = -626813.502087
  nChanged 61
		SP:Iteration 34Q (199949.980000 sec): 3 clusters
  Score: Raw -629638.563777 + Penalty 2787.699012 = -626850.864766
  nChanged 50
		SP:Iteration 35Q (199950.070000 sec): 3 clusters
  Score: Raw -629665.586516 + Penalty 2787.699012 = -626877.887505
  nChanged 38
		SP:Iteration 36Q (199950.160000 sec): 3 clusters
  Score: Raw -629686.891835 + Penalty 2787.699012 = -626899.192824
  nChanged 34
		SP:Iteration 37Q (199950.250000 sec): 3 clusters
  Score: Raw -629701.642124 + Penalty 2787.699012 = -626913.943112
  nChanged 22
		SP:Iteration 38Q (199950.340000 sec): 3 clusters
  Score: Raw -629711.895333 + Penalty 2787.699012 = -626924.196321
  nChanged 22
		SP:Iteration 39Q (199950.420000 sec): 3 clusters
  Score: Raw -629719.829855 + Penalty 2787.699012 = -626932.130843
  nChanged 12
		SP:Iteration 40F (199950.520000 sec): 3 clusters
  Score: Raw -629724.910149 + Penalty 2787.699012 = -626937.211137
  nChanged 11
		SP:Iteration 41Q (199950.600000 sec): 3 clusters
  Score: Raw -629727.974299 + Penalty 2787.699012 = -626940.275287
  nChanged 11
		SP:Iteration 42Q (199950.690000 sec): 3 clusters
  Score: Raw -629730.212552 + Penalty 2787.699012 = -626942.513540
  nChanged 4
		SP:Iteration 43Q (199950.780000 sec): 3 clusters
  Score: Raw -629731.476583 + Penalty 2787.699012 = -626943.777572
  nChanged 5
		SP:Iteration 44Q (199950.870000 sec): 3 clusters
  Score: Raw -629733.034657 + Penalty 2787.699012 = -626945.335646
  nChanged 6
		SP:Iteration 45Q (199950.960000 sec): 3 clusters
  Score: Raw -629737.134213 + Penalty 2787.699012 = -626949.435201
  nChanged 10
		SP:Iteration 46Q (199951.050000 sec): 3 clusters
  Score: Raw -629739.932707 + Penalty 2787.699012 = -626952.233695
  nChanged 4
		SP:Iteration 47Q (199951.140000 sec): 3 clusters
  Score: Raw -629740.915171 + Penalty 2787.699012 = -626953.216159
  nChanged 4
		SP:Iteration 48Q (199951.220000 sec): 3 clusters
  Score: Raw -629741.978330 + Penalty 2787.699012 = -626954.279319
  nChanged 3
		SP:Iteration 49Q (199951.310000 sec): 3 clusters
  Score: Raw -629743.358017 + Penalty 2787.699012 = -626955.659006
  nChanged 6
		SP:Iteration 50Q (199951.400000 sec): 3 clusters
  Score: Raw -629745.515295 + Penalty 2787.699012 = -626957.816284
  nChanged 4
		SP:Iteration 51Q (199951.490000 sec): 3 clusters
  Score: Raw -629746.681864 + Penalty 2787.699012 = -626958.982853
  nChanged 5
		SP:Iteration 52Q (199951.580000 sec): 3 clusters
  Score: Raw -629748.969188 + Penalty 2787.699012 = -626961.270176
  nChanged 7
		SP:Iteration 53Q (199951.660000 sec): 3 clusters
  Score: Raw -629751.701233 + Penalty 2787.699012 = -626964.002221
  nChanged 2
		SP:Iteration 54Q (199951.760000 sec): 3 clusters
  Score: Raw -629752.308798 + Penalty 2787.699012 = -626964.609786
  nChanged 2
		SP:Iteration 55Q (199951.840000 sec): 3 clusters
  Score: Raw -629752.698733 + Penalty 2787.699012 = -626964.999722
  nChanged 2
		SP:Iteration 56Q (199951.930000 sec): 3 clusters
  Score: Raw -629753.178465 + Penalty 2787.699012 = -626965.479454
  nChanged 5
		SP:Iteration 57Q (199952.020000 sec): 3 clusters
  Score: Raw -629755.057748 + Penalty 2787.699012 = -626967.358736
  nChanged 7
		SP:Iteration 58Q (199952.100000 sec): 3 clusters
  Score: Raw -629757.465897 + Penalty 2787.699012 = -626969.766886
  nChanged 9
		SP:Iteration 59Q (199952.200000 sec): 3 clusters
  Score: Raw -629759.894372 + Penalty 2787.699012 = -626972.195360
  nChanged 4
		SP:Iteration 60F (199952.290000 sec): 3 clusters
  Score: Raw -629760.766809 + Penalty 2787.699012 = -626973.067798
  nChanged 3
		SP:Iteration 61Q (199952.370000 sec): 3 clusters
  Score: Raw -629761.235664 + Penalty 2787.699012 = -626973.536653
  nChanged 0
		SP:Iteration 62F (199952.470000 sec): 3 clusters
  Score: Raw -629761.235664 + Penalty 2787.699012 = -626973.536653
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 20 (6130 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (199952.560000 sec): 2 clusters
  Score: Raw -654877.949937 + Penalty 1417.154380 = -653460.795557
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (199952.680000 sec): 3 clusters
  Score: Raw -651632.011233 + Penalty 2834.308759 = -648797.702474
  nChanged 2556
		SP:Iteration 1F (199952.870000 sec): 3 clusters
  Score: Raw -653319.595956 + Penalty 2834.308759 = -650485.287197
  nChanged 623
		SP:Iteration 2F (199952.970000 sec): 3 clusters
  Score: Raw -654045.375011 + Penalty 2834.308759 = -651211.066251
  nChanged 594
		SP:Iteration 3F (199953.060000 sec): 3 clusters
  Score: Raw -654785.384975 + Penalty 2834.308759 = -651951.076215
  nChanged 502
		SP:Iteration 4F (199953.160000 sec): 3 clusters
  Score: Raw -655250.499044 + Penalty 2834.308759 = -652416.190285
  nChanged 367
		SP:Iteration 5F (199953.260000 sec): 3 clusters
  Score: Raw -655532.781740 + Penalty 2834.308759 = -652698.472980
  nChanged 237
		SP:Iteration 6Q (199953.360000 sec): 3 clusters
  Score: Raw -655682.521953 + Penalty 2834.308759 = -652848.213193
  nChanged 159
		SP:Iteration 7Q (199953.460000 sec): 3 clusters
  Score: Raw -655774.697262 + Penalty 2834.308759 = -652940.388503
  nChanged 108
		SP:Iteration 8Q (199953.550000 sec): 3 clusters
  Score: Raw -655829.106399 + Penalty 2834.308759 = -652994.797640
  nChanged 114
		SP:Iteration 9Q (199953.650000 sec): 3 clusters
  Score: Raw -655883.087316 + Penalty 2834.308759 = -653048.778557
  nChanged 89
		SP:Iteration 10Q (199953.740000 sec): 3 clusters
  Score: Raw -655925.336528 + Penalty 2834.308759 = -653091.027768
  nChanged 82
		SP:Iteration 11Q (199953.840000 sec): 3 clusters
  Score: Raw -655959.443332 + Penalty 2834.308759 = -653125.134572
  nChanged 62
		SP:Iteration 12Q (199953.940000 sec): 3 clusters
  Score: Raw -655985.506076 + Penalty 2834.308759 = -653151.197317
  nChanged 54
		SP:Iteration 13Q (199954.040000 sec): 3 clusters
  Score: Raw -656013.649124 + Penalty 2834.308759 = -653179.340364
  nChanged 53
		SP:Iteration 14Q (199954.140000 sec): 3 clusters
  Score: Raw -656044.859136 + Penalty 2834.308759 = -653210.550376
  nChanged 57
		SP:Iteration 15Q (199954.230000 sec): 3 clusters
  Score: Raw -656068.892462 + Penalty 2834.308759 = -653234.583703
  nChanged 42
		SP:Iteration 16Q (199954.330000 sec): 3 clusters
  Score: Raw -656081.958113 + Penalty 2834.308759 = -653247.649353
  nChanged 30
		SP:Iteration 17Q (199954.430000 sec): 3 clusters
  Score: Raw -656092.517478 + Penalty 2834.308759 = -653258.208719
  nChanged 28
		SP:Iteration 18Q (199954.520000 sec): 3 clusters
  Score: Raw -656101.578796 + Penalty 2834.308759 = -653267.270037
  nChanged 26
		SP:Iteration 19Q (199954.620000 sec): 3 clusters
  Score: Raw -656108.292765 + Penalty 2834.308759 = -653273.984006
  nChanged 23
		SP:Iteration 20F (199954.730000 sec): 3 clusters
  Score: Raw -656115.270176 + Penalty 2834.308759 = -653280.961417
  nChanged 22
		SP:Iteration 21Q (199954.820000 sec): 3 clusters
  Score: Raw -656121.979910 + Penalty 2834.308759 = -653287.671151
  nChanged 21
		SP:Iteration 22Q (199954.920000 sec): 3 clusters
  Score: Raw -656129.081658 + Penalty 2834.308759 = -653294.772899
  nChanged 16
		SP:Iteration 23Q (199955.020000 sec): 3 clusters
  Score: Raw -656132.242647 + Penalty 2834.308759 = -653297.933888
  nChanged 11
		SP:Iteration 24Q (199955.120000 sec): 3 clusters
  Score: Raw -656134.575219 + Penalty 2834.308759 = -653300.266459
  nChanged 6
		SP:Iteration 25Q (199955.220000 sec): 3 clusters
  Score: Raw -656135.958360 + Penalty 2834.308759 = -653301.649601
  nChanged 8
		SP:Iteration 26Q (199955.310000 sec): 3 clusters
  Score: Raw -656137.530816 + Penalty 2834.308759 = -653303.222057
  nChanged 5
		SP:Iteration 27Q (199955.410000 sec): 3 clusters
  Score: Raw -656138.368492 + Penalty 2834.308759 = -653304.059732
  nChanged 6
		SP:Iteration 28Q (199955.500000 sec): 3 clusters
  Score: Raw -656139.472695 + Penalty 2834.308759 = -653305.163936
  nChanged 5
		SP:Iteration 29Q (199955.600000 sec): 3 clusters
  Score: Raw -656140.516363 + Penalty 2834.308759 = -653306.207604
  nChanged 3
		SP:Iteration 30Q (199955.690000 sec): 3 clusters
  Score: Raw -656140.991839 + Penalty 2834.308759 = -653306.683080
  nChanged 2
		SP:Iteration 31Q (199955.790000 sec): 3 clusters
  Score: Raw -656141.322869 + Penalty 2834.308759 = -653307.014110
  nChanged 1
		SP:Iteration 32Q (199955.890000 sec): 3 clusters
  Score: Raw -656141.417093 + Penalty 2834.308759 = -653307.108334
  nChanged 1
		SP:Iteration 33Q (199955.990000 sec): 3 clusters
  Score: Raw -656141.516603 + Penalty 2834.308759 = -653307.207844
  nChanged 1
		SP:Iteration 34Q (199956.080000 sec): 3 clusters
  Score: Raw -656141.693037 + Penalty 2834.308759 = -653307.384278
  nChanged 1
		SP:Iteration 35Q (199956.180000 sec): 3 clusters
  Score: Raw -656141.749500 + Penalty 2834.308759 = -653307.440740
  nChanged 2
		SP:Iteration 36Q (199956.270000 sec): 3 clusters
  Score: Raw -656142.270388 + Penalty 2834.308759 = -653307.961629
  nChanged 3
		SP:Iteration 37Q (199956.370000 sec): 3 clusters
  Score: Raw -656143.742955 + Penalty 2834.308759 = -653309.434196
  nChanged 5
		SP:Iteration 38Q (199956.460000 sec): 3 clusters
  Score: Raw -656144.308602 + Penalty 2834.308759 = -653309.999842
  nChanged 6
		SP:Iteration 39Q (199956.560000 sec): 3 clusters
  Score: Raw -656145.186309 + Penalty 2834.308759 = -653310.877550
  nChanged 2
		SP:Iteration 40F (199956.660000 sec): 3 clusters
  Score: Raw -656145.646152 + Penalty 2834.308759 = -653311.337392
  nChanged 3
		SP:Iteration 41Q (199956.750000 sec): 3 clusters
  Score: Raw -656146.668033 + Penalty 2834.308759 = -653312.359274
  nChanged 4
		SP:Iteration 42Q (199956.840000 sec): 3 clusters
  Score: Raw -656147.431191 + Penalty 2834.308759 = -653313.122432
  nChanged 3
		SP:Iteration 43Q (199956.940000 sec): 3 clusters
  Score: Raw -656148.768757 + Penalty 2834.308759 = -653314.459998
  nChanged 6
		SP:Iteration 44Q (199957.090000 sec): 3 clusters
  Score: Raw -656149.880852 + Penalty 2834.308759 = -653315.572093
  nChanged 6
		SP:Iteration 45Q (199957.190000 sec): 3 clusters
  Score: Raw -656151.281204 + Penalty 2834.308759 = -653316.972445
  nChanged 8
		SP:Iteration 46Q (199957.280000 sec): 3 clusters
  Score: Raw -656153.242404 + Penalty 2834.308759 = -653318.933644
  nChanged 11
		SP:Iteration 47Q (199957.380000 sec): 3 clusters
  Score: Raw -656156.515345 + Penalty 2834.308759 = -653322.206586
  nChanged 9
		SP:Iteration 48Q (199957.470000 sec): 3 clusters
  Score: Raw -656158.600013 + Penalty 2834.308759 = -653324.291253
  nChanged 10
		SP:Iteration 49Q (199957.570000 sec): 3 clusters
  Score: Raw -656161.126104 + Penalty 2834.308759 = -653326.817345
  nChanged 10
		SP:Iteration 50Q (199957.670000 sec): 3 clusters
  Score: Raw -656163.391833 + Penalty 2834.308759 = -653329.083074
  nChanged 7
		SP:Iteration 51Q (199957.770000 sec): 3 clusters
  Score: Raw -656164.658437 + Penalty 2834.308759 = -653330.349677
  nChanged 10
		SP:Iteration 52Q (199957.860000 sec): 3 clusters
  Score: Raw -656168.114033 + Penalty 2834.308759 = -653333.805274
  nChanged 10
		SP:Iteration 53Q (199957.960000 sec): 3 clusters
  Score: Raw -656170.084463 + Penalty 2834.308759 = -653335.775703
  nChanged 6
		SP:Iteration 54Q (199958.050000 sec): 3 clusters
  Score: Raw -656171.299593 + Penalty 2834.308759 = -653336.990834
  nChanged 3
		SP:Iteration 55Q (199958.150000 sec): 3 clusters
  Score: Raw -656171.768995 + Penalty 2834.308759 = -653337.460235
  nChanged 3
		SP:Iteration 56Q (199958.240000 sec): 3 clusters
  Score: Raw -656172.328264 + Penalty 2834.308759 = -653338.019505
  nChanged 2
		SP:Iteration 57Q (199958.340000 sec): 3 clusters
  Score: Raw -656172.840222 + Penalty 2834.308759 = -653338.531462
  nChanged 3
		SP:Iteration 58Q (199958.440000 sec): 3 clusters
  Score: Raw -656173.401215 + Penalty 2834.308759 = -653339.092455
  nChanged 2
		SP:Iteration 59Q (199958.530000 sec): 3 clusters
  Score: Raw -656173.713067 + Penalty 2834.308759 = -653339.404308
  nChanged 4
		SP:Iteration 60F (199958.630000 sec): 3 clusters
  Score: Raw -656174.297714 + Penalty 2834.308759 = -653339.988954
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 21 (11032 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (199958.750000 sec): 2 clusters
  Score: Raw -1291638.560947 + Penalty 1512.640256 = -1290125.920692
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (199958.930000 sec): 3 clusters
  Score: Raw -1285324.904134 + Penalty 3025.280511 = -1282299.623623
  nChanged 4822
		SP:Iteration 1F (199959.090000 sec): 3 clusters
  Score: Raw -1287936.856539 + Penalty 3025.280511 = -1284911.576028
  nChanged 754
		SP:Iteration 2F (199959.280000 sec): 3 clusters
  Score: Raw -1288276.871838 + Penalty 3025.280511 = -1285251.591327
  nChanged 607
		SP:Iteration 3F (199959.450000 sec): 3 clusters
  Score: Raw -1288568.475743 + Penalty 3025.280511 = -1285543.195231
  nChanged 600
		SP:Iteration 4F (199959.620000 sec): 3 clusters
  Score: Raw -1288872.043883 + Penalty 3025.280511 = -1285846.763371
  nChanged 562
		SP:Iteration 5F (199959.790000 sec): 3 clusters
  Score: Raw -1289145.454545 + Penalty 3025.280511 = -1286120.174033
  nChanged 518
		SP:Iteration 6Q (199959.960000 sec): 3 clusters
  Score: Raw -1289399.145071 + Penalty 3025.280511 = -1286373.864560
  nChanged 482
		SP:Iteration 7Q (199960.130000 sec): 3 clusters
  Score: Raw -1289634.613652 + Penalty 3025.280511 = -1286609.333141
  nChanged 481
		SP:Iteration 8Q (199960.330000 sec): 3 clusters
  Score: Raw -1289906.139229 + Penalty 3025.280511 = -1286880.858717
  nChanged 456
		SP:Iteration 9Q (199960.490000 sec): 3 clusters
  Score: Raw -1290169.686103 + Penalty 3025.280511 = -1287144.405592
  nChanged 418
		SP:Iteration 10Q (199960.660000 sec): 3 clusters
  Score: Raw -1290408.385599 + Penalty 3025.280511 = -1287383.105088
  nChanged 377
		SP:Iteration 11Q (199960.830000 sec): 3 clusters
  Score: Raw -1290644.617962 + Penalty 3025.280511 = -1287619.337450
  nChanged 335
		SP:Iteration 12Q (199961.010000 sec): 3 clusters
  Score: Raw -1290857.652496 + Penalty 3025.280511 = -1287832.371984
  nChanged 298
		SP:Iteration 13Q (199961.180000 sec): 3 clusters
  Score: Raw -1291058.762004 + Penalty 3025.280511 = -1288033.481492
  nChanged 272
		SP:Iteration 14Q (199961.370000 sec): 3 clusters
  Score: Raw -1291259.083340 + Penalty 3025.280511 = -1288233.802828
  nChanged 230
		SP:Iteration 15Q (199961.540000 sec): 3 clusters
  Score: Raw -1291436.984845 + Penalty 3025.280511 = -1288411.704334
  nChanged 167
		SP:Iteration 16Q (199961.700000 sec): 3 clusters
  Score: Raw -1291560.948497 + Penalty 3025.280511 = -1288535.667986
  nChanged 126
		SP:Iteration 17Q (199961.860000 sec): 3 clusters
  Score: Raw -1291666.522041 + Penalty 3025.280511 = -1288641.241529
  nChanged 96
		SP:Iteration 18Q (199962.040000 sec): 3 clusters
  Score: Raw -1291752.552851 + Penalty 3025.280511 = -1288727.272340
  nChanged 55
		SP:Iteration 19Q (199962.190000 sec): 3 clusters
  Score: Raw -1291810.908582 + Penalty 3025.280511 = -1288785.628070
  nChanged 34
		SP:Iteration 20F (199962.370000 sec): 3 clusters
  Score: Raw -1291844.683061 + Penalty 3025.280511 = -1288819.402550
  nChanged 23
		SP:Iteration 21Q (199962.520000 sec): 3 clusters
  Score: Raw -1291867.200957 + Penalty 3025.280511 = -1288841.920446
  nChanged 18
		SP:Iteration 22Q (199962.690000 sec): 3 clusters
  Score: Raw -1291884.138270 + Penalty 3025.280511 = -1288858.857758
  nChanged 14
		SP:Iteration 23Q (199962.850000 sec): 3 clusters
  Score: Raw -1291893.384888 + Penalty 3025.280511 = -1288868.104377
  nChanged 10
		SP:Iteration 24Q (199963.010000 sec): 3 clusters
  Score: Raw -1291901.493182 + Penalty 3025.280511 = -1288876.212671
  nChanged 10
		SP:Iteration 25Q (199963.180000 sec): 3 clusters
  Score: Raw -1291912.549542 + Penalty 3025.280511 = -1288887.269030
  nChanged 6
		SP:Iteration 26Q (199963.330000 sec): 3 clusters
  Score: Raw -1291917.150323 + Penalty 3025.280511 = -1288891.869811
  nChanged 2
		SP:Iteration 27Q (199963.520000 sec): 3 clusters
  Score: Raw -1291918.420519 + Penalty 3025.280511 = -1288893.140008
  nChanged 3
		SP:Iteration 28Q (199963.670000 sec): 3 clusters
  Score: Raw -1291922.578660 + Penalty 3025.280511 = -1288897.298149
  nChanged 5
		SP:Iteration 29Q (199963.850000 sec): 3 clusters
  Score: Raw -1291924.940705 + Penalty 3025.280511 = -1288899.660194
  nChanged 2
		SP:Iteration 30Q (199964.000000 sec): 3 clusters
  Score: Raw -1291925.771314 + Penalty 3025.280511 = -1288900.490803
  nChanged 2
		SP:Iteration 31Q (199964.170000 sec): 3 clusters
  Score: Raw -1291927.971973 + Penalty 3025.280511 = -1288902.691462
  nChanged 4
		SP:Iteration 32Q (199964.330000 sec): 3 clusters
  Score: Raw -1291929.147847 + Penalty 3025.280511 = -1288903.867336
  nChanged 2
		SP:Iteration 33Q (199964.490000 sec): 3 clusters
  Score: Raw -1291930.149439 + Penalty 3025.280511 = -1288904.868928
  nChanged 0
		SP:Iteration 34F (199964.690000 sec): 3 clusters
  Score: Raw -1291930.149439 + Penalty 3025.280511 = -1288904.868928
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 22 (32083 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (199964.950000 sec): 2 clusters
  Score: Raw -3849145.331870 + Penalty 1686.113256 = -3847459.218614
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (199965.330000 sec): 3 clusters
  Score: Raw -3829160.957587 + Penalty 3372.226511 = -3825788.731076
  nChanged 14856
		SP:Iteration 1F (199965.700000 sec): 3 clusters
  Score: Raw -3837673.370766 + Penalty 3372.226511 = -3834301.144255
  nChanged 1455
		SP:Iteration 2Q (199966.050000 sec): 3 clusters
  Score: Raw -3838134.131814 + Penalty 3372.226511 = -3834761.905302
  nChanged 1354
		SP:Iteration 3Q (199966.370000 sec): 3 clusters
  Score: Raw -3838566.301282 + Penalty 3372.226511 = -3835194.074770
  nChanged 1282
		SP:Iteration 4Q (199966.690000 sec): 3 clusters
  Score: Raw -3838979.604060 + Penalty 3372.226511 = -3835607.377548
  nChanged 1194
		SP:Iteration 5Q (199967.030000 sec): 3 clusters
  Score: Raw -3839360.380492 + Penalty 3372.226511 = -3835988.153980
  nChanged 1150
		SP:Iteration 6Q (199967.350000 sec): 3 clusters
  Score: Raw -3839724.800872 + Penalty 3372.226511 = -3836352.574360
  nChanged 1135
		SP:Iteration 7Q (199967.670000 sec): 3 clusters
  Score: Raw -3840097.688041 + Penalty 3372.226511 = -3836725.461530
  nChanged 1121
		SP:Iteration 8Q (199968.010000 sec): 3 clusters
  Score: Raw -3840473.272697 + Penalty 3372.226511 = -3837101.046186
  nChanged 1107
		SP:Iteration 9Q (199968.330000 sec): 3 clusters
  Score: Raw -3840841.910722 + Penalty 3372.226511 = -3837469.684211
  nChanged 1029
		SP:Iteration 10Q (199968.690000 sec): 3 clusters
  Score: Raw -3841233.723589 + Penalty 3372.226511 = -3837861.497078
  nChanged 1076
		SP:Iteration 11Q (199969.060000 sec): 3 clusters
  Score: Raw -3841691.159196 + Penalty 3372.226511 = -3838318.932685
  nChanged 1140
		SP:Iteration 12Q (199969.420000 sec): 3 clusters
  Score: Raw -3842222.081824 + Penalty 3372.226511 = -3838849.855312
  nChanged 1167
		SP:Iteration 13Q (199969.760000 sec): 3 clusters
  Score: Raw -3842798.502182 + Penalty 3372.226511 = -3839426.275670
  nChanged 1272
		SP:Iteration 14Q (199970.080000 sec): 3 clusters
  Score: Raw -3843479.141854 + Penalty 3372.226511 = -3840106.915343
  nChanged 1334
		SP:Iteration 15Q (199970.410000 sec): 3 clusters
  Score: Raw -3844251.088337 + Penalty 3372.226511 = -3840878.861826
  nChanged 1463
		SP:Iteration 16Q (199970.720000 sec): 3 clusters
  Score: Raw -3845139.266439 + Penalty 3372.226511 = -3841767.039928
  nChanged 1414
		SP:Iteration 17Q (199971.060000 sec): 3 clusters
  Score: Raw -3846008.727397 + Penalty 3372.226511 = -3842636.500885
  nChanged 1316
		SP:Iteration 18Q (199971.370000 sec): 3 clusters
  Score: Raw -3846794.431614 + Penalty 3372.226511 = -3843422.205102
  nChanged 1152
		SP:Iteration 19Q (199971.690000 sec): 3 clusters
  Score: Raw -3847461.973125 + Penalty 3372.226511 = -3844089.746613
  nChanged 940
		SP:Iteration 20F (199972.030000 sec): 3 clusters
  Score: Raw -3847993.161875 + Penalty 3372.226511 = -3844620.935364
  nChanged 738
		SP:Iteration 21Q (199972.350000 sec): 3 clusters
  Score: Raw -3848407.495164 + Penalty 3372.226511 = -3845035.268652
  nChanged 542
		SP:Iteration 22Q (199972.670000 sec): 3 clusters
  Score: Raw -3848708.157273 + Penalty 3372.226511 = -3845335.930762
  nChanged 375
		SP:Iteration 23Q (199972.980000 sec): 3 clusters
  Score: Raw -3848910.097113 + Penalty 3372.226511 = -3845537.870601
  nChanged 278
		SP:Iteration 24Q (199973.300000 sec): 3 clusters
  Score: Raw -3849072.254853 + Penalty 3372.226511 = -3845700.028342
  nChanged 193
		SP:Iteration 25Q (199973.610000 sec): 3 clusters
  Score: Raw -3849182.186523 + Penalty 3372.226511 = -3845809.960012
  nChanged 109
		SP:Iteration 26Q (199973.950000 sec): 3 clusters
  Score: Raw -3849239.836925 + Penalty 3372.226511 = -3845867.610414
  nChanged 92
		SP:Iteration 27Q (199974.260000 sec): 3 clusters
  Score: Raw -3849278.845631 + Penalty 3372.226511 = -3845906.619119
  nChanged 57
		SP:Iteration 28Q (199974.590000 sec): 3 clusters
  Score: Raw -3849300.806750 + Penalty 3372.226511 = -3845928.580239
  nChanged 43
		SP:Iteration 29Q (199974.930000 sec): 3 clusters
  Score: Raw -3849320.479621 + Penalty 3372.226511 = -3845948.253109
  nChanged 47
		SP:Iteration 30Q (199975.240000 sec): 3 clusters
  Score: Raw -3849339.719913 + Penalty 3372.226511 = -3845967.493401
  nChanged 41
		SP:Iteration 31Q (199975.580000 sec): 3 clusters
  Score: Raw -3849360.404189 + Penalty 3372.226511 = -3845988.177677
  nChanged 30
		SP:Iteration 32Q (199975.890000 sec): 3 clusters
  Score: Raw -3849374.644871 + Penalty 3372.226511 = -3846002.418360
  nChanged 23
		SP:Iteration 33Q (199976.230000 sec): 3 clusters
  Score: Raw -3849384.779157 + Penalty 3372.226511 = -3846012.552645
  nChanged 18
		SP:Iteration 34Q (199976.570000 sec): 3 clusters
  Score: Raw -3849392.356980 + Penalty 3372.226511 = -3846020.130469
  nChanged 13
		SP:Iteration 35Q (199976.880000 sec): 3 clusters
  Score: Raw -3849397.610956 + Penalty 3372.226511 = -3846025.384444
  nChanged 14
		SP:Iteration 36Q (199977.220000 sec): 3 clusters
  Score: Raw -3849406.516731 + Penalty 3372.226511 = -3846034.290219
  nChanged 20
		SP:Iteration 37Q (199977.550000 sec): 3 clusters
  Score: Raw -3849416.836782 + Penalty 3372.226511 = -3846044.610271
  nChanged 16
		SP:Iteration 38Q (199977.860000 sec): 3 clusters
  Score: Raw -3849426.506689 + Penalty 3372.226511 = -3846054.280177
  nChanged 11
		SP:Iteration 39Q (199978.200000 sec): 3 clusters
  Score: Raw -3849431.267327 + Penalty 3372.226511 = -3846059.040816
  nChanged 13
		SP:Iteration 40F (199978.540000 sec): 3 clusters
  Score: Raw -3849437.556704 + Penalty 3372.226511 = -3846065.330192
  nChanged 8
		SP:Iteration 41Q (199978.850000 sec): 3 clusters
  Score: Raw -3849441.772188 + Penalty 3372.226511 = -3846069.545677
  nChanged 7
		SP:Iteration 42Q (199979.190000 sec): 3 clusters
  Score: Raw -3849444.401818 + Penalty 3372.226511 = -3846072.175307
  nChanged 7
		SP:Iteration 43Q (199979.500000 sec): 3 clusters
  Score: Raw -3849448.426569 + Penalty 3372.226511 = -3846076.200057
  nChanged 8
		SP:Iteration 44Q (199979.830000 sec): 3 clusters
  Score: Raw -3849453.168181 + Penalty 3372.226511 = -3846080.941670
  nChanged 5
		SP:Iteration 45Q (199980.170000 sec): 3 clusters
  Score: Raw -3849454.559296 + Penalty 3372.226511 = -3846082.332785
  nChanged 2
		SP:Iteration 46Q (199980.480000 sec): 3 clusters
  Score: Raw -3849455.272117 + Penalty 3372.226511 = -3846083.045605
  nChanged 1
		SP:Iteration 47Q (199980.820000 sec): 3 clusters
  Score: Raw -3849456.118650 + Penalty 3372.226511 = -3846083.892139
  nChanged 2
		SP:Iteration 48Q (199981.120000 sec): 3 clusters
  Score: Raw -3849456.844998 + Penalty 3372.226511 = -3846084.618487
  nChanged 4
		SP:Iteration 49Q (199981.460000 sec): 3 clusters
  Score: Raw -3849458.543948 + Penalty 3372.226511 = -3846086.317437
  nChanged 2
		SP:Iteration 50Q (199981.800000 sec): 3 clusters
  Score: Raw -3849459.211499 + Penalty 3372.226511 = -3846086.984987
  nChanged 1
		SP:Iteration 51Q (199982.110000 sec): 3 clusters
  Score: Raw -3849459.599760 + Penalty 3372.226511 = -3846087.373248
  nChanged 0
		SP:Iteration 52F (199982.470000 sec): 3 clusters
  Score: Raw -3849459.599760 + Penalty 3372.226511 = -3846087.373248
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 23 (65786 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (199982.900000 sec): 2 clusters
  Score: Raw -8181346.305084 + Penalty 1802.801378 = -8179543.503705
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (199983.520000 sec): 3 clusters
  Score: Raw -8139348.942209 + Penalty 3605.602757 = -8135743.339453
  nChanged 31063
		SP:Iteration 1F (199984.140000 sec): 3 clusters
  Score: Raw -8157065.357589 + Penalty 3605.602757 = -8153459.754832
  nChanged 2799
		SP:Iteration 2Q (199984.760000 sec): 3 clusters
  Score: Raw -8158078.056416 + Penalty 3605.602757 = -8154472.453659
  nChanged 3504
		SP:Iteration 3F (199985.350000 sec): 3 clusters
  Score: Raw -8159790.260497 + Penalty 3605.602757 = -8156184.657741
  nChanged 4606
		SP:Iteration 4F (199985.940000 sec): 3 clusters
  Score: Raw -8162822.521354 + Penalty 3605.602757 = -8159216.918597
  nChanged 5752
		SP:Iteration 5F (199986.540000 sec): 3 clusters
  Score: Raw -8167698.380853 + Penalty 3605.602757 = -8164092.778096
  nChanged 5862
		SP:Iteration 6F (199987.140000 sec): 3 clusters
  Score: Raw -8173308.014135 + Penalty 3605.602757 = -8169702.411378
  nChanged 4357
		SP:Iteration 7F (199987.720000 sec): 3 clusters
  Score: Raw -8177541.883558 + Penalty 3605.602757 = -8173936.280801
  nChanged 2501
		SP:Iteration 8Q (199988.320000 sec): 3 clusters
  Score: Raw -8179871.130553 + Penalty 3605.602757 = -8176265.527796
  nChanged 1117
		SP:Iteration 9Q (199988.910000 sec): 3 clusters
  Score: Raw -8180862.692617 + Penalty 3605.602757 = -8177257.089860
  nChanged 480
		SP:Iteration 10Q (199989.430000 sec): 3 clusters
  Score: Raw -8181273.160474 + Penalty 3605.602757 = -8177667.557717
  nChanged 169
		SP:Iteration 11Q (199989.980000 sec): 3 clusters
  Score: Raw -8181407.380877 + Penalty 3605.602757 = -8177801.778120
  nChanged 73
		SP:Iteration 12Q (199990.480000 sec): 3 clusters
  Score: Raw -8181473.765341 + Penalty 3605.602757 = -8177868.162584
  nChanged 34
		SP:Iteration 13Q (199990.990000 sec): 3 clusters
  Score: Raw -8181504.148328 + Penalty 3605.602757 = -8177898.545571
  nChanged 17
		SP:Iteration 14Q (199991.640000 sec): 3 clusters
  Score: Raw -8181517.239462 + Penalty 3605.602757 = -8177911.636705
  nChanged 12
		SP:Iteration 15Q (199992.160000 sec): 3 clusters
  Score: Raw -8181523.900664 + Penalty 3605.602757 = -8177918.297907
  nChanged 5
		SP:Iteration 16Q (199992.730000 sec): 3 clusters
  Score: Raw -8181527.586891 + Penalty 3605.602757 = -8177921.984135
  nChanged 3
		SP:Iteration 17Q (199993.260000 sec): 3 clusters
  Score: Raw -8181529.160485 + Penalty 3605.602757 = -8177923.557728
  nChanged 4
		SP:Iteration 18Q (199993.780000 sec): 3 clusters
  Score: Raw -8181532.201675 + Penalty 3605.602757 = -8177926.598918
  nChanged 4
		SP:Iteration 19Q (199994.300000 sec): 3 clusters
  Score: Raw -8181535.740822 + Penalty 3605.602757 = -8177930.138065
  nChanged 5
		SP:Iteration 20F (199994.860000 sec): 3 clusters
  Score: Raw -8181539.690367 + Penalty 3605.602757 = -8177934.087610
  nChanged 8
		SP:Iteration 21Q (199995.390000 sec): 3 clusters
  Score: Raw -8181546.609822 + Penalty 3605.602757 = -8177941.007066
  nChanged 7
		SP:Iteration 22Q (199995.890000 sec): 3 clusters
  Score: Raw -8181552.735578 + Penalty 3605.602757 = -8177947.132821
  nChanged 8
		SP:Iteration 23Q (199996.450000 sec): 3 clusters
  Score: Raw -8181558.882122 + Penalty 3605.602757 = -8177953.279365
  nChanged 8
		SP:Iteration 24Q (199996.970000 sec): 3 clusters
  Score: Raw -8181564.282755 + Penalty 3605.602757 = -8177958.679998
  nChanged 3
		SP:Iteration 25Q (199997.470000 sec): 3 clusters
  Score: Raw -8181567.595087 + Penalty 3605.602757 = -8177961.992330
  nChanged 8
		SP:Iteration 26Q (199998.020000 sec): 3 clusters
  Score: Raw -8181575.681109 + Penalty 3605.602757 = -8177970.078353
  nChanged 7
		SP:Iteration 27Q (199998.520000 sec): 3 clusters
  Score: Raw -8181580.959491 + Penalty 3605.602757 = -8177975.356734
  nChanged 8
		SP:Iteration 28Q (199999.010000 sec): 3 clusters
  Score: Raw -8181590.241988 + Penalty 3605.602757 = -8177984.639231
  nChanged 4
		SP:Iteration 29Q (199999.560000 sec): 3 clusters
  Score: Raw -8181595.036918 + Penalty 3605.602757 = -8177989.434161
  nChanged 3
		SP:Iteration 30Q (200000.060000 sec): 3 clusters
  Score: Raw -8181597.678184 + Penalty 3605.602757 = -8177992.075427
  nChanged 5
		SP:Iteration 31Q (200000.600000 sec): 3 clusters
  Score: Raw -8181601.199614 + Penalty 3605.602757 = -8177995.596858
  nChanged 4
		SP:Iteration 32Q (200001.130000 sec): 3 clusters
  Score: Raw -8181604.484662 + Penalty 3605.602757 = -8177998.881905
  nChanged 4
		SP:Iteration 33Q (200001.620000 sec): 3 clusters
  Score: Raw -8181606.268544 + Penalty 3605.602757 = -8178000.665787
  nChanged 1
		SP:Iteration 34Q (200002.180000 sec): 3 clusters
  Score: Raw -8181606.564539 + Penalty 3605.602757 = -8178000.961782
  nChanged 0
		SP:Iteration 35F (200002.740000 sec): 3 clusters
  Score: Raw -8181606.564539 + Penalty 3605.602757 = -8178000.961782
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 24 (2444 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (200002.790000 sec): 2 clusters
  Score: Raw -283208.619695 + Penalty 1267.726090 = -281940.893605
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (200002.850000 sec): 3 clusters
  Score: Raw -282150.240258 + Penalty 2535.452179 = -279614.788079
  nChanged 846
		SP:Iteration 1F (200002.910000 sec): 3 clusters
  Score: Raw -282713.934691 + Penalty 2535.452179 = -280178.482512
  nChanged 207
		SP:Iteration 2F (200002.960000 sec): 3 clusters
  Score: Raw -282902.811762 + Penalty 2535.452179 = -280367.359583
  nChanged 150
		SP:Iteration 3F (200003.000000 sec): 3 clusters
  Score: Raw -283052.754763 + Penalty 2535.452179 = -280517.302584
  nChanged 135
		SP:Iteration 4F (200003.040000 sec): 3 clusters
  Score: Raw -283188.911597 + Penalty 2535.452179 = -280653.459418
  nChanged 114
		SP:Iteration 5Q (200003.090000 sec): 3 clusters
  Score: Raw -283287.747943 + Penalty 2535.452179 = -280752.295764
  nChanged 108
		SP:Iteration 6Q (200003.130000 sec): 3 clusters
  Score: Raw -283380.367513 + Penalty 2535.452179 = -280844.915334
  nChanged 84
		SP:Iteration 7Q (200003.180000 sec): 3 clusters
  Score: Raw -283445.765075 + Penalty 2535.452179 = -280910.312896
  nChanged 53
		SP:Iteration 8Q (200003.220000 sec): 3 clusters
  Score: Raw -283485.969351 + Penalty 2535.452179 = -280950.517172
  nChanged 50
		SP:Iteration 9Q (200003.260000 sec): 3 clusters
  Score: Raw -283527.462938 + Penalty 2535.452179 = -280992.010759
  nChanged 46
		SP:Iteration 10Q (200003.310000 sec): 3 clusters
  Score: Raw -283565.138749 + Penalty 2535.452179 = -281029.686570
  nChanged 48
		SP:Iteration 11Q (200003.350000 sec): 3 clusters
  Score: Raw -283600.021257 + Penalty 2535.452179 = -281064.569078
  nChanged 39
		SP:Iteration 12Q (200003.400000 sec): 3 clusters
  Score: Raw -283627.864280 + Penalty 2535.452179 = -281092.412101
  nChanged 33
		SP:Iteration 13Q (200003.440000 sec): 3 clusters
  Score: Raw -283650.345328 + Penalty 2535.452179 = -281114.893149
  nChanged 27
		SP:Iteration 14Q (200003.480000 sec): 3 clusters
  Score: Raw -283669.876039 + Penalty 2535.452179 = -281134.423860
  nChanged 28
		SP:Iteration 15Q (200003.530000 sec): 3 clusters
  Score: Raw -283689.636404 + Penalty 2535.452179 = -281154.184225
  nChanged 34
		SP:Iteration 16Q (200003.570000 sec): 3 clusters
  Score: Raw -283718.800967 + Penalty 2535.452179 = -281183.348788
  nChanged 44
		SP:Iteration 17Q (200003.620000 sec): 3 clusters
  Score: Raw -283752.890032 + Penalty 2535.452179 = -281217.437853
  nChanged 41
		SP:Iteration 18Q (200003.660000 sec): 3 clusters
  Score: Raw -283783.178228 + Penalty 2535.452179 = -281247.726049
  nChanged 28
		SP:Iteration 19Q (200003.700000 sec): 3 clusters
  Score: Raw -283805.561760 + Penalty 2535.452179 = -281270.109581
  nChanged 28
		SP:Iteration 20F (200003.750000 sec): 3 clusters
  Score: Raw -283822.925973 + Penalty 2535.452179 = -281287.473794
  nChanged 28
		SP:Iteration 21Q (200003.790000 sec): 3 clusters
  Score: Raw -283837.302767 + Penalty 2535.452179 = -281301.850587
  nChanged 19
		SP:Iteration 22Q (200003.830000 sec): 3 clusters
  Score: Raw -283846.450735 + Penalty 2535.452179 = -281310.998556
  nChanged 18
		SP:Iteration 23Q (200003.880000 sec): 3 clusters
  Score: Raw -283856.695101 + Penalty 2535.452179 = -281321.242922
  nChanged 17
		SP:Iteration 24Q (200003.920000 sec): 3 clusters
  Score: Raw -283867.124160 + Penalty 2535.452179 = -281331.671980
  nChanged 19
		SP:Iteration 25Q (200003.960000 sec): 3 clusters
  Score: Raw -283877.886099 + Penalty 2535.452179 = -281342.433920
  nChanged 19
		SP:Iteration 26Q (200004.010000 sec): 3 clusters
  Score: Raw -283889.881608 + Penalty 2535.452179 = -281354.429429
  nChanged 18
		SP:Iteration 27Q (200004.050000 sec): 3 clusters
  Score: Raw -283901.178590 + Penalty 2535.452179 = -281365.726411
  nChanged 21
		SP:Iteration 28Q (200004.100000 sec): 3 clusters
  Score: Raw -283913.683803 + Penalty 2535.452179 = -281378.231624
  nChanged 20
		SP:Iteration 29Q (200004.140000 sec): 3 clusters
  Score: Raw -283929.770382 + Penalty 2535.452179 = -281394.318203
  nChanged 22
		SP:Iteration 30Q (200004.180000 sec): 3 clusters
  Score: Raw -283946.941229 + Penalty 2535.452179 = -281411.489050
  nChanged 31
		SP:Iteration 31Q (200004.220000 sec): 3 clusters
  Score: Raw -283981.217866 + Penalty 2535.452179 = -281445.765687
  nChanged 44
		SP:Iteration 32Q (200004.270000 sec): 3 clusters
  Score: Raw -284024.743281 + Penalty 2535.452179 = -281489.291102
  nChanged 33
		SP:Iteration 33Q (200004.310000 sec): 3 clusters
  Score: Raw -284052.504865 + Penalty 2535.452179 = -281517.052686
  nChanged 34
		SP:Iteration 34Q (200004.350000 sec): 3 clusters
  Score: Raw -284084.265624 + Penalty 2535.452179 = -281548.813445
  nChanged 30
		SP:Iteration 35Q (200004.400000 sec): 3 clusters
  Score: Raw -284108.170078 + Penalty 2535.452179 = -281572.717899
  nChanged 28
		SP:Iteration 36Q (200004.440000 sec): 3 clusters
  Score: Raw -284126.666565 + Penalty 2535.452179 = -281591.214386
  nChanged 19
		SP:Iteration 37Q (200004.480000 sec): 3 clusters
  Score: Raw -284138.652159 + Penalty 2535.452179 = -281603.199980
  nChanged 8
		SP:Iteration 38Q (200004.520000 sec): 3 clusters
  Score: Raw -284142.428586 + Penalty 2535.452179 = -281606.976407
  nChanged 7
		SP:Iteration 39Q (200004.560000 sec): 3 clusters
  Score: Raw -284146.748774 + Penalty 2535.452179 = -281611.296595
  nChanged 7
		SP:Iteration 40F (200004.610000 sec): 3 clusters
  Score: Raw -284151.527877 + Penalty 2535.452179 = -281616.075698
  nChanged 6
		SP:Iteration 41Q (200004.650000 sec): 3 clusters
  Score: Raw -284155.442257 + Penalty 2535.452179 = -281619.990078
  nChanged 9
		SP:Iteration 42Q (200004.700000 sec): 3 clusters
  Score: Raw -284161.214581 + Penalty 2535.452179 = -281625.762402
  nChanged 5
		SP:Iteration 43Q (200004.740000 sec): 3 clusters
  Score: Raw -284164.357653 + Penalty 2535.452179 = -281628.905473
  nChanged 3
		SP:Iteration 44Q (200004.780000 sec): 3 clusters
  Score: Raw -284165.032769 + Penalty 2535.452179 = -281629.580590
  nChanged 2
		SP:Iteration 45Q (200004.820000 sec): 3 clusters
  Score: Raw -284166.474262 + Penalty 2535.452179 = -281631.022083
  nChanged 1
		SP:Iteration 46Q (200004.860000 sec): 3 clusters
  Score: Raw -284166.694159 + Penalty 2535.452179 = -281631.241980
  nChanged 0
		SP:Iteration 47F (200004.910000 sec): 3 clusters
  Score: Raw -284166.694159 + Penalty 2535.452179 = -281631.241980
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 25 (1527 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (200004.980000 sec): 2 clusters
  Score: Raw -159848.349599 + Penalty 1191.297300 = -158657.052299
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (200005.010000 sec): 3 clusters
  Score: Raw -159294.993312 + Penalty 2382.594599 = -156912.398713
  nChanged 512
		SP:Iteration 1F (200005.030000 sec): 3 clusters
  Score: Raw -159729.996537 + Penalty 2382.594599 = -157347.401938
  nChanged 122
		SP:Iteration 2F (200005.080000 sec): 3 clusters
  Score: Raw -159865.431669 + Penalty 2382.594599 = -157482.837070
  nChanged 93
		SP:Iteration 3F (200005.110000 sec): 3 clusters
  Score: Raw -159954.900386 + Penalty 2382.594599 = -157572.305786
  nChanged 66
		SP:Iteration 4Q (200005.140000 sec): 3 clusters
  Score: Raw -160031.444478 + Penalty 2382.594599 = -157648.849879
  nChanged 55
		SP:Iteration 5Q (200005.170000 sec): 3 clusters
  Score: Raw -160079.129665 + Penalty 2382.594599 = -157696.535066
  nChanged 45
		SP:Iteration 6Q (200005.200000 sec): 3 clusters
  Score: Raw -160133.706218 + Penalty 2382.594599 = -157751.111618
  nChanged 46
		SP:Iteration 7Q (200005.230000 sec): 3 clusters
  Score: Raw -160219.507445 + Penalty 2382.594599 = -157836.912846
  nChanged 48
		SP:Iteration 8Q (200005.250000 sec): 3 clusters
  Score: Raw -160319.924042 + Penalty 2382.594599 = -157937.329443
  nChanged 52
		SP:Iteration 9Q (200005.280000 sec): 3 clusters
  Score: Raw -160437.259325 + Penalty 2382.594599 = -158054.664726
  nChanged 46
		SP:Iteration 10Q (200005.310000 sec): 3 clusters
  Score: Raw -160510.829035 + Penalty 2382.594599 = -158128.234436
  nChanged 35
		SP:Iteration 11Q (200005.340000 sec): 3 clusters
  Score: Raw -160554.813013 + Penalty 2382.594599 = -158172.218414
  nChanged 28
		SP:Iteration 12Q (200005.370000 sec): 3 clusters
  Score: Raw -160586.204938 + Penalty 2382.594599 = -158203.610338
  nChanged 25
		SP:Iteration 13Q (200005.390000 sec): 3 clusters
  Score: Raw -160610.017947 + Penalty 2382.594599 = -158227.423348
  nChanged 17
		SP:Iteration 14Q (200005.420000 sec): 3 clusters
  Score: Raw -160633.501396 + Penalty 2382.594599 = -158250.906797
  nChanged 20
		SP:Iteration 15Q (200005.450000 sec): 3 clusters
  Score: Raw -160651.802456 + Penalty 2382.594599 = -158269.207857
  nChanged 8
		SP:Iteration 16Q (200005.480000 sec): 3 clusters
  Score: Raw -160660.372875 + Penalty 2382.594599 = -158277.778276
  nChanged 9
		SP:Iteration 17Q (200005.510000 sec): 3 clusters
  Score: Raw -160669.288534 + Penalty 2382.594599 = -158286.693935
  nChanged 8
		SP:Iteration 18Q (200005.530000 sec): 3 clusters
  Score: Raw -160677.443504 + Penalty 2382.594599 = -158294.848905
  nChanged 2
		SP:Iteration 19Q (200005.560000 sec): 3 clusters
  Score: Raw -160678.747942 + Penalty 2382.594599 = -158296.153342
  nChanged 2
		SP:Iteration 20F (200005.590000 sec): 3 clusters
  Score: Raw -160682.246464 + Penalty 2382.594599 = -158299.651865
  nChanged 4
		SP:Iteration 21Q (200005.620000 sec): 3 clusters
  Score: Raw -160696.103195 + Penalty 2382.594599 = -158313.508596
  nChanged 9
		SP:Iteration 22Q (200005.650000 sec): 3 clusters
  Score: Raw -160704.665283 + Penalty 2382.594599 = -158322.070684
  nChanged 3
		SP:Iteration 23Q (200005.670000 sec): 3 clusters
  Score: Raw -160709.804710 + Penalty 2382.594599 = -158327.210111
  nChanged 7
		SP:Iteration 24Q (200005.700000 sec): 3 clusters
  Score: Raw -160715.766472 + Penalty 2382.594599 = -158333.171873
  nChanged 3
		SP:Iteration 25Q (200005.730000 sec): 3 clusters
  Score: Raw -160720.850997 + Penalty 2382.594599 = -158338.256397
  nChanged 7
		SP:Iteration 26Q (200005.750000 sec): 3 clusters
  Score: Raw -160725.551959 + Penalty 2382.594599 = -158342.957360
  nChanged 5
		SP:Iteration 27Q (200005.780000 sec): 3 clusters
  Score: Raw -160729.370086 + Penalty 2382.594599 = -158346.775487
  nChanged 2
		SP:Iteration 28Q (200005.810000 sec): 3 clusters
  Score: Raw -160732.542403 + Penalty 2382.594599 = -158349.947804
  nChanged 4
		SP:Iteration 29Q (200005.840000 sec): 3 clusters
  Score: Raw -160735.270690 + Penalty 2382.594599 = -158352.676091
  nChanged 4
		SP:Iteration 30Q (200005.870000 sec): 3 clusters
  Score: Raw -160736.986724 + Penalty 2382.594599 = -158354.392124
  nChanged 1
		SP:Iteration 31Q (200005.890000 sec): 3 clusters
  Score: Raw -160737.640271 + Penalty 2382.594599 = -158355.045672
  nChanged 2
		SP:Iteration 32Q (200005.920000 sec): 3 clusters
  Score: Raw -160738.378691 + Penalty 2382.594599 = -158355.784092
  nChanged 0
		SP:Iteration 33F (200005.950000 sec): 3 clusters
  Score: Raw -160738.378691 + Penalty 2382.594599 = -158355.784092
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 26 (2022 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (200006.010000 sec): 2 clusters
  Score: Raw -224457.569996 + Penalty 1236.924390 = -223220.645606
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (200006.050000 sec): 3 clusters
  Score: Raw -223644.847165 + Penalty 2473.848780 = -221170.998385
  nChanged 719
		SP:Iteration 1F (200006.090000 sec): 3 clusters
  Score: Raw -224275.001603 + Penalty 2473.848780 = -221801.152823
  nChanged 224
		SP:Iteration 2F (200006.130000 sec): 3 clusters
  Score: Raw -224613.658152 + Penalty 2473.848780 = -222139.809372
  nChanged 155
		SP:Iteration 3F (200006.160000 sec): 3 clusters
  Score: Raw -224821.477316 + Penalty 2473.848780 = -222347.628536
  nChanged 115
		SP:Iteration 4F (200006.200000 sec): 3 clusters
  Score: Raw -224944.022677 + Penalty 2473.848780 = -222470.173897
  nChanged 71
		SP:Iteration 5Q (200006.240000 sec): 3 clusters
  Score: Raw -225021.786816 + Penalty 2473.848780 = -222547.938036
  nChanged 55
		SP:Iteration 6Q (200006.270000 sec): 3 clusters
  Score: Raw -225076.729986 + Penalty 2473.848780 = -222602.881206
  nChanged 45
		SP:Iteration 7Q (200006.310000 sec): 3 clusters
  Score: Raw -225123.251513 + Penalty 2473.848780 = -222649.402733
  nChanged 33
		SP:Iteration 8Q (200006.350000 sec): 3 clusters
  Score: Raw -225153.327163 + Penalty 2473.848780 = -222679.478383
  nChanged 29
		SP:Iteration 9Q (200006.380000 sec): 3 clusters
  Score: Raw -225183.803305 + Penalty 2473.848780 = -222709.954525
  nChanged 32
		SP:Iteration 10Q (200006.420000 sec): 3 clusters
  Score: Raw -225214.471557 + Penalty 2473.848780 = -222740.622777
  nChanged 30
		SP:Iteration 11Q (200006.450000 sec): 3 clusters
  Score: Raw -225244.051151 + Penalty 2473.848780 = -222770.202371
  nChanged 30
		SP:Iteration 12Q (200006.490000 sec): 3 clusters
  Score: Raw -225273.087276 + Penalty 2473.848780 = -222799.238496
  nChanged 21
		SP:Iteration 13Q (200006.530000 sec): 3 clusters
  Score: Raw -225290.846463 + Penalty 2473.848780 = -222816.997683
  nChanged 24
		SP:Iteration 14Q (200006.560000 sec): 3 clusters
  Score: Raw -225311.993677 + Penalty 2473.848780 = -222838.144897
  nChanged 21
		SP:Iteration 15Q (200006.600000 sec): 3 clusters
  Score: Raw -225331.454904 + Penalty 2473.848780 = -222857.606124
  nChanged 25
		SP:Iteration 16Q (200006.630000 sec): 3 clusters
  Score: Raw -225370.664140 + Penalty 2473.848780 = -222896.815360
  nChanged 24
		SP:Iteration 17Q (200006.670000 sec): 3 clusters
  Score: Raw -225414.511709 + Penalty 2473.848780 = -222940.662929
  nChanged 39
		SP:Iteration 18Q (200006.710000 sec): 3 clusters
  Score: Raw -225508.201986 + Penalty 2473.848780 = -223034.353206
  nChanged 48
		SP:Iteration 19Q (200006.740000 sec): 3 clusters
  Score: Raw -225656.738785 + Penalty 2473.848780 = -223182.890005
  nChanged 33
		SP:Iteration 20F (200006.780000 sec): 3 clusters
  Score: Raw -225726.973608 + Penalty 2473.848780 = -223253.124828
  nChanged 15
		SP:Iteration 21Q (200006.810000 sec): 3 clusters
  Score: Raw -225739.646218 + Penalty 2473.848780 = -223265.797438
  nChanged 7
		SP:Iteration 22Q (200006.850000 sec): 3 clusters
  Score: Raw -225746.097908 + Penalty 2473.848780 = -223272.249128
  nChanged 10
		SP:Iteration 23Q (200006.880000 sec): 3 clusters
  Score: Raw -225751.850710 + Penalty 2473.848780 = -223278.001930
  nChanged 10
		SP:Iteration 24Q (200006.920000 sec): 3 clusters
  Score: Raw -225758.010222 + Penalty 2473.848780 = -223284.161442
  nChanged 4
		SP:Iteration 25Q (200006.950000 sec): 3 clusters
  Score: Raw -225760.436934 + Penalty 2473.848780 = -223286.588154
  nChanged 3
		SP:Iteration 26Q (200006.990000 sec): 3 clusters
  Score: Raw -225762.177036 + Penalty 2473.848780 = -223288.328256
  nChanged 2
		SP:Iteration 27Q (200007.030000 sec): 3 clusters
  Score: Raw -225762.753134 + Penalty 2473.848780 = -223288.904354
  nChanged 4
		SP:Iteration 28Q (200007.060000 sec): 3 clusters
  Score: Raw -225764.242911 + Penalty 2473.848780 = -223290.394131
  nChanged 3
		SP:Iteration 29Q (200007.090000 sec): 3 clusters
  Score: Raw -225765.429431 + Penalty 2473.848780 = -223291.580651
  nChanged 1
		SP:Iteration 30Q (200007.130000 sec): 3 clusters
  Score: Raw -225767.087655 + Penalty 2473.848780 = -223293.238875
  nChanged 3
		SP:Iteration 31Q (200007.170000 sec): 3 clusters
  Score: Raw -225768.736256 + Penalty 2473.848780 = -223294.887476
  nChanged 1
		SP:Iteration 32Q (200007.200000 sec): 3 clusters
  Score: Raw -225769.615242 + Penalty 2473.848780 = -223295.766462
  nChanged 0
		SP:Iteration 33F (200007.230000 sec): 3 clusters
  Score: Raw -225769.615242 + Penalty 2473.848780 = -223295.766462
  nChanged 0
  Score: Raw -119166444.506387 + Penalty 270044.021176 = -118896400.485210

Splitting cluster 26 changes total score from -118881632.578759 to -118896400.485210

 So it's getting split into cluster 120.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 27 (322 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (200372.130000 sec): 2 clusters
  Score: Raw -31880.729102 + Penalty 938.364626 = -30942.364476
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (200372.140000 sec): 3 clusters
  Score: Raw -31937.171357 + Penalty 1876.729252 = -30060.442104
  nChanged 70
		SP:Iteration 1F (200372.150000 sec): 3 clusters
  Score: Raw -32149.403031 + Penalty 1876.729252 = -30272.673779
  nChanged 26
		SP:Iteration 2F (200372.150000 sec): 3 clusters
  Score: Raw -32218.397040 + Penalty 1876.729252 = -30341.667788
  nChanged 15
		SP:Iteration 3Q (200372.170000 sec): 3 clusters
  Score: Raw -32258.722241 + Penalty 1876.729252 = -30381.992989
  nChanged 7
		SP:Iteration 4Q (200372.190000 sec): 3 clusters
  Score: Raw -32276.429389 + Penalty 1876.729252 = -30399.700137
  nChanged 1
		SP:Iteration 5Q (200372.210000 sec): 3 clusters
  Score: Raw -32278.050324 + Penalty 1876.729252 = -30401.321072
  nChanged 0
		SP:Iteration 6F (200372.210000 sec): 3 clusters
  Score: Raw -32278.050324 + Penalty 1876.729252 = -30401.321072
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 28 (8001 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (200372.320000 sec): 2 clusters
  Score: Raw -934571.441035 + Penalty 1460.439795 = -933111.001240
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (200372.470000 sec): 3 clusters
  Score: Raw -930153.593648 + Penalty 2920.879589 = -927232.714059
  nChanged 3394
		SP:Iteration 1F (200372.590000 sec): 3 clusters
  Score: Raw -932118.401960 + Penalty 2920.879589 = -929197.522370
  nChanged 604
		SP:Iteration 2F (200372.720000 sec): 3 clusters
  Score: Raw -932435.319972 + Penalty 2920.879589 = -929514.440383
  nChanged 465
		SP:Iteration 3F (200372.850000 sec): 3 clusters
  Score: Raw -932673.636750 + Penalty 2920.879589 = -929752.757161
  nChanged 403
		SP:Iteration 4F (200372.990000 sec): 3 clusters
  Score: Raw -932874.375299 + Penalty 2920.879589 = -929953.495709
  nChanged 370
		SP:Iteration 5Q (200373.130000 sec): 3 clusters
  Score: Raw -933051.339650 + Penalty 2920.879589 = -930130.460061
  nChanged 335
		SP:Iteration 6Q (200373.270000 sec): 3 clusters
  Score: Raw -933216.924466 + Penalty 2920.879589 = -930296.044877
  nChanged 320
		SP:Iteration 7Q (200373.400000 sec): 3 clusters
  Score: Raw -933381.039008 + Penalty 2920.879589 = -930460.159419
  nChanged 288
		SP:Iteration 8Q (200373.540000 sec): 3 clusters
  Score: Raw -933511.765035 + Penalty 2920.879589 = -930590.885446
  nChanged 261
		SP:Iteration 9Q (200373.670000 sec): 3 clusters
  Score: Raw -933627.381412 + Penalty 2920.879589 = -930706.501823
  nChanged 242
		SP:Iteration 10Q (200373.810000 sec): 3 clusters
  Score: Raw -933746.380096 + Penalty 2920.879589 = -930825.500507
  nChanged 253
		SP:Iteration 11Q (200373.940000 sec): 3 clusters
  Score: Raw -933885.331753 + Penalty 2920.879589 = -930964.452164
  nChanged 236
		SP:Iteration 12Q (200374.060000 sec): 3 clusters
  Score: Raw -934005.033378 + Penalty 2920.879589 = -931084.153789
  nChanged 209
		SP:Iteration 13Q (200374.190000 sec): 3 clusters
  Score: Raw -934120.999772 + Penalty 2920.879589 = -931200.120183
  nChanged 177
		SP:Iteration 14Q (200374.330000 sec): 3 clusters
  Score: Raw -934214.994111 + Penalty 2920.879589 = -931294.114522
  nChanged 159
		SP:Iteration 15Q (200374.460000 sec): 3 clusters
  Score: Raw -934304.182563 + Penalty 2920.879589 = -931383.302974
  nChanged 127
		SP:Iteration 16Q (200374.600000 sec): 3 clusters
  Score: Raw -934371.044684 + Penalty 2920.879589 = -931450.165095
  nChanged 95
		SP:Iteration 17Q (200374.730000 sec): 3 clusters
  Score: Raw -934417.835603 + Penalty 2920.879589 = -931496.956013
  nChanged 82
		SP:Iteration 18Q (200374.870000 sec): 3 clusters
  Score: Raw -934461.253869 + Penalty 2920.879589 = -931540.374279
  nChanged 78
		SP:Iteration 19Q (200375.010000 sec): 3 clusters
  Score: Raw -934507.921850 + Penalty 2920.879589 = -931587.042261
  nChanged 71
		SP:Iteration 20F (200375.140000 sec): 3 clusters
  Score: Raw -934550.651919 + Penalty 2920.879589 = -931629.772330
  nChanged 64
		SP:Iteration 21Q (200375.280000 sec): 3 clusters
  Score: Raw -934587.601070 + Penalty 2920.879589 = -931666.721480
  nChanged 49
		SP:Iteration 22Q (200375.410000 sec): 3 clusters
  Score: Raw -934616.661140 + Penalty 2920.879589 = -931695.781551
  nChanged 43
		SP:Iteration 23Q (200375.540000 sec): 3 clusters
  Score: Raw -934639.820829 + Penalty 2920.879589 = -931718.941240
  nChanged 38
		SP:Iteration 24Q (200375.660000 sec): 3 clusters
  Score: Raw -934663.850528 + Penalty 2920.879589 = -931742.970939
  nChanged 30
		SP:Iteration 25Q (200375.790000 sec): 3 clusters
  Score: Raw -934679.908540 + Penalty 2920.879589 = -931759.028951
  nChanged 16
		SP:Iteration 26Q (200375.910000 sec): 3 clusters
  Score: Raw -934692.914967 + Penalty 2920.879589 = -931772.035378
  nChanged 20
		SP:Iteration 27Q (200376.030000 sec): 3 clusters
  Score: Raw -934705.060138 + Penalty 2920.879589 = -931784.180549
  nChanged 22
		SP:Iteration 28Q (200376.160000 sec): 3 clusters
  Score: Raw -934721.702466 + Penalty 2920.879589 = -931800.822876
  nChanged 22
		SP:Iteration 29Q (200376.280000 sec): 3 clusters
  Score: Raw -934737.628880 + Penalty 2920.879589 = -931816.749291
  nChanged 18
		SP:Iteration 30Q (200376.410000 sec): 3 clusters
  Score: Raw -934749.778875 + Penalty 2920.879589 = -931828.899285
  nChanged 19
		SP:Iteration 31Q (200376.530000 sec): 3 clusters
  Score: Raw -934764.227036 + Penalty 2920.879589 = -931843.347447
  nChanged 12
		SP:Iteration 32Q (200376.660000 sec): 3 clusters
  Score: Raw -934771.456833 + Penalty 2920.879589 = -931850.577244
  nChanged 8
		SP:Iteration 33Q (200376.790000 sec): 3 clusters
  Score: Raw -934776.771307 + Penalty 2920.879589 = -931855.891718
  nChanged 5
		SP:Iteration 34Q (200376.910000 sec): 3 clusters
  Score: Raw -934779.711623 + Penalty 2920.879589 = -931858.832033
  nChanged 4
		SP:Iteration 35Q (200377.040000 sec): 3 clusters
  Score: Raw -934782.116758 + Penalty 2920.879589 = -931861.237169
  nChanged 3
		SP:Iteration 36Q (200377.170000 sec): 3 clusters
  Score: Raw -934784.221062 + Penalty 2920.879589 = -931863.341473
  nChanged 4
		SP:Iteration 37Q (200377.300000 sec): 3 clusters
  Score: Raw -934787.291679 + Penalty 2920.879589 = -931866.412090
  nChanged 5
		SP:Iteration 38Q (200377.420000 sec): 3 clusters
  Score: Raw -934789.674936 + Penalty 2920.879589 = -931868.795347
  nChanged 3
		SP:Iteration 39Q (200377.550000 sec): 3 clusters
  Score: Raw -934791.237429 + Penalty 2920.879589 = -931870.357839
  nChanged 1
		SP:Iteration 40F (200377.690000 sec): 3 clusters
  Score: Raw -934791.735731 + Penalty 2920.879589 = -931870.856142
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 29 (21662 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (200377.910000 sec): 2 clusters
  Score: Raw -2501416.446315 + Penalty 1622.288664 = -2499794.157652
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (200378.180000 sec): 3 clusters
  Score: Raw -2488312.002093 + Penalty 3244.577327 = -2485067.424766
  nChanged 9833
		SP:Iteration 1F (200378.430000 sec): 3 clusters
  Score: Raw -2493865.633317 + Penalty 3244.577327 = -2490621.055990
  nChanged 1386
		SP:Iteration 2F (200378.670000 sec): 3 clusters
  Score: Raw -2494744.978544 + Penalty 3244.577327 = -2491500.401217
  nChanged 1509
		SP:Iteration 3F (200378.910000 sec): 3 clusters
  Score: Raw -2495823.210800 + Penalty 3244.577327 = -2492578.633473
  nChanged 1615
		SP:Iteration 4F (200379.180000 sec): 3 clusters
  Score: Raw -2497037.845547 + Penalty 3244.577327 = -2493793.268220
  nChanged 1633
		SP:Iteration 5F (200379.450000 sec): 3 clusters
  Score: Raw -2498194.371573 + Penalty 3244.577327 = -2494949.794246
  nChanged 1355
		SP:Iteration 6F (200379.730000 sec): 3 clusters
  Score: Raw -2499029.362579 + Penalty 3244.577327 = -2495784.785252
  nChanged 1035
		SP:Iteration 7Q (200380.000000 sec): 3 clusters
  Score: Raw -2499586.168753 + Penalty 3244.577327 = -2496341.591426
  nChanged 796
		SP:Iteration 8Q (200380.240000 sec): 3 clusters
  Score: Raw -2499970.019363 + Penalty 3244.577327 = -2496725.442036
  nChanged 630
		SP:Iteration 9Q (200380.470000 sec): 3 clusters
  Score: Raw -2500266.400655 + Penalty 3244.577327 = -2497021.823328
  nChanged 490
		SP:Iteration 10Q (200380.710000 sec): 3 clusters
  Score: Raw -2500464.125024 + Penalty 3244.577327 = -2497219.547697
  nChanged 383
		SP:Iteration 11Q (200380.990000 sec): 3 clusters
  Score: Raw -2500611.810281 + Penalty 3244.577327 = -2497367.232954
  nChanged 333
		SP:Iteration 12Q (200381.260000 sec): 3 clusters
  Score: Raw -2500724.042687 + Penalty 3244.577327 = -2497479.465360
  nChanged 289
		SP:Iteration 13Q (200381.490000 sec): 3 clusters
  Score: Raw -2500812.847418 + Penalty 3244.577327 = -2497568.270091
  nChanged 270
		SP:Iteration 14Q (200381.750000 sec): 3 clusters
  Score: Raw -2500879.555250 + Penalty 3244.577327 = -2497634.977923
  nChanged 225
		SP:Iteration 15Q (200382.000000 sec): 3 clusters
  Score: Raw -2500930.543320 + Penalty 3244.577327 = -2497685.965992
  nChanged 219
		SP:Iteration 16Q (200382.240000 sec): 3 clusters
  Score: Raw -2500974.741893 + Penalty 3244.577327 = -2497730.164566
  nChanged 204
		SP:Iteration 17Q (200382.510000 sec): 3 clusters
  Score: Raw -2501014.505476 + Penalty 3244.577327 = -2497769.928149
  nChanged 177
		SP:Iteration 18Q (200382.750000 sec): 3 clusters
  Score: Raw -2501045.794986 + Penalty 3244.577327 = -2497801.217659
  nChanged 180
		SP:Iteration 19Q (200383.000000 sec): 3 clusters
  Score: Raw -2501079.275939 + Penalty 3244.577327 = -2497834.698612
  nChanged 175
		SP:Iteration 20F (200383.270000 sec): 3 clusters
  Score: Raw -2501114.133237 + Penalty 3244.577327 = -2497869.555910
  nChanged 190
		SP:Iteration 21Q (200383.500000 sec): 3 clusters
  Score: Raw -2501152.176088 + Penalty 3244.577327 = -2497907.598761
  nChanged 182
		SP:Iteration 22Q (200383.770000 sec): 3 clusters
  Score: Raw -2501186.973436 + Penalty 3244.577327 = -2497942.396109
  nChanged 180
		SP:Iteration 23Q (200384.010000 sec): 3 clusters
  Score: Raw -2501222.942482 + Penalty 3244.577327 = -2497978.365155
  nChanged 176
		SP:Iteration 24Q (200384.260000 sec): 3 clusters
  Score: Raw -2501257.151022 + Penalty 3244.577327 = -2498012.573695
  nChanged 169
		SP:Iteration 25Q (200384.490000 sec): 3 clusters
  Score: Raw -2501293.289732 + Penalty 3244.577327 = -2498048.712405
  nChanged 173
		SP:Iteration 26Q (200384.770000 sec): 3 clusters
  Score: Raw -2501329.182517 + Penalty 3244.577327 = -2498084.605190
  nChanged 170
		SP:Iteration 27Q (200385.000000 sec): 3 clusters
  Score: Raw -2501371.292606 + Penalty 3244.577327 = -2498126.715279
  nChanged 193
		SP:Iteration 28Q (200385.250000 sec): 3 clusters
  Score: Raw -2501415.426119 + Penalty 3244.577327 = -2498170.848792
  nChanged 162
		SP:Iteration 29Q (200385.480000 sec): 3 clusters
  Score: Raw -2501451.374841 + Penalty 3244.577327 = -2498206.797514
  nChanged 150
		SP:Iteration 30Q (200385.750000 sec): 3 clusters
  Score: Raw -2501486.191468 + Penalty 3244.577327 = -2498241.614141
  nChanged 151
		SP:Iteration 31Q (200386.020000 sec): 3 clusters
  Score: Raw -2501519.656081 + Penalty 3244.577327 = -2498275.078754
  nChanged 162
		SP:Iteration 32Q (200386.250000 sec): 3 clusters
  Score: Raw -2501557.390082 + Penalty 3244.577327 = -2498312.812755
  nChanged 146
		SP:Iteration 33Q (200386.500000 sec): 3 clusters
  Score: Raw -2501589.703655 + Penalty 3244.577327 = -2498345.126328
  nChanged 132
		SP:Iteration 34Q (200386.770000 sec): 3 clusters
  Score: Raw -2501615.804212 + Penalty 3244.577327 = -2498371.226885
  nChanged 145
		SP:Iteration 35Q (200387.030000 sec): 3 clusters
  Score: Raw -2501646.171407 + Penalty 3244.577327 = -2498401.594080
  nChanged 128
		SP:Iteration 36Q (200387.290000 sec): 3 clusters
  Score: Raw -2501672.370135 + Penalty 3244.577327 = -2498427.792808
  nChanged 115
		SP:Iteration 37Q (200387.530000 sec): 3 clusters
  Score: Raw -2501695.732973 + Penalty 3244.577327 = -2498451.155646
  nChanged 123
		SP:Iteration 38Q (200387.770000 sec): 3 clusters
  Score: Raw -2501724.555420 + Penalty 3244.577327 = -2498479.978093
  nChanged 122
		SP:Iteration 39Q (200388.000000 sec): 3 clusters
  Score: Raw -2501749.181087 + Penalty 3244.577327 = -2498504.603760
  nChanged 98
		SP:Iteration 40F (200388.270000 sec): 3 clusters
  Score: Raw -2501769.241398 + Penalty 3244.577327 = -2498524.664071
  nChanged 86
		SP:Iteration 41Q (200388.490000 sec): 3 clusters
  Score: Raw -2501787.107485 + Penalty 3244.577327 = -2498542.530158
  nChanged 80
		SP:Iteration 42Q (200388.750000 sec): 3 clusters
  Score: Raw -2501803.218665 + Penalty 3244.577327 = -2498558.641338
  nChanged 82
		SP:Iteration 43Q (200389.010000 sec): 3 clusters
  Score: Raw -2501821.663788 + Penalty 3244.577327 = -2498577.086461
  nChanged 93
		SP:Iteration 44Q (200389.270000 sec): 3 clusters
  Score: Raw -2501839.866681 + Penalty 3244.577327 = -2498595.289354
  nChanged 72
		SP:Iteration 45Q (200389.490000 sec): 3 clusters
  Score: Raw -2501854.815111 + Penalty 3244.577327 = -2498610.237784
  nChanged 81
		SP:Iteration 46Q (200389.740000 sec): 3 clusters
  Score: Raw -2501871.903753 + Penalty 3244.577327 = -2498627.326426
  nChanged 64
		SP:Iteration 47Q (200390.010000 sec): 3 clusters
  Score: Raw -2501884.169743 + Penalty 3244.577327 = -2498639.592416
  nChanged 56
		SP:Iteration 48Q (200390.270000 sec): 3 clusters
  Score: Raw -2501893.427358 + Penalty 3244.577327 = -2498648.850031
  nChanged 38
		SP:Iteration 49Q (200390.530000 sec): 3 clusters
  Score: Raw -2501899.436182 + Penalty 3244.577327 = -2498654.858855
  nChanged 42
		SP:Iteration 50Q (200390.750000 sec): 3 clusters
  Score: Raw -2501905.521356 + Penalty 3244.577327 = -2498660.944029
  nChanged 34
		SP:Iteration 51Q (200391.000000 sec): 3 clusters
  Score: Raw -2501910.225543 + Penalty 3244.577327 = -2498665.648216
  nChanged 33
		SP:Iteration 52Q (200391.260000 sec): 3 clusters
  Score: Raw -2501916.841828 + Penalty 3244.577327 = -2498672.264501
  nChanged 37
		SP:Iteration 53Q (200391.520000 sec): 3 clusters
  Score: Raw -2501922.893796 + Penalty 3244.577327 = -2498678.316469
  nChanged 42
		SP:Iteration 54Q (200391.750000 sec): 3 clusters
  Score: Raw -2501930.456223 + Penalty 3244.577327 = -2498685.878895
  nChanged 40
		SP:Iteration 55Q (200392.000000 sec): 3 clusters
  Score: Raw -2501940.076933 + Penalty 3244.577327 = -2498695.499606
  nChanged 56
		SP:Iteration 56Q (200392.260000 sec): 3 clusters
  Score: Raw -2501952.232894 + Penalty 3244.577327 = -2498707.655567
  nChanged 50
		SP:Iteration 57Q (200392.520000 sec): 3 clusters
  Score: Raw -2501962.757844 + Penalty 3244.577327 = -2498718.180517
  nChanged 49
		SP:Iteration 58Q (200392.740000 sec): 3 clusters
  Score: Raw -2501973.031697 + Penalty 3244.577327 = -2498728.454370
  nChanged 41
		SP:Iteration 59Q (200392.990000 sec): 3 clusters
  Score: Raw -2501979.912228 + Penalty 3244.577327 = -2498735.334901
  nChanged 31
		SP:Iteration 60F (200393.260000 sec): 3 clusters
  Score: Raw -2501983.427126 + Penalty 3244.577327 = -2498738.849799
  nChanged 17
		SP:Iteration 61Q (200393.520000 sec): 3 clusters
  Score: Raw -2501985.982839 + Penalty 3244.577327 = -2498741.405512
  nChanged 17
		SP:Iteration 62Q (200393.770000 sec): 3 clusters
  Score: Raw -2501988.594834 + Penalty 3244.577327 = -2498744.017507
  nChanged 18
		SP:Iteration 63Q (200394.000000 sec): 3 clusters
  Score: Raw -2501992.086929 + Penalty 3244.577327 = -2498747.509602
  nChanged 24
		SP:Iteration 64Q (200394.220000 sec): 3 clusters
  Score: Raw -2501994.462883 + Penalty 3244.577327 = -2498749.885556
  nChanged 15
		SP:Iteration 65Q (200394.450000 sec): 3 clusters
  Score: Raw -2501996.159607 + Penalty 3244.577327 = -2498751.582280
  nChanged 13
		SP:Iteration 66Q (200394.690000 sec): 3 clusters
  Score: Raw -2501997.982586 + Penalty 3244.577327 = -2498753.405259
  nChanged 11
		SP:Iteration 67Q (200394.950000 sec): 3 clusters
  Score: Raw -2501999.610852 + Penalty 3244.577327 = -2498755.033525
  nChanged 10
		SP:Iteration 68Q (200395.210000 sec): 3 clusters
  Score: Raw -2502000.847908 + Penalty 3244.577327 = -2498756.270581
  nChanged 13
		SP:Iteration 69Q (200395.480000 sec): 3 clusters
  Score: Raw -2502002.259165 + Penalty 3244.577327 = -2498757.681838
  nChanged 11
		SP:Iteration 70Q (200395.700000 sec): 3 clusters
  Score: Raw -2502003.582417 + Penalty 3244.577327 = -2498759.005090
  nChanged 6
		SP:Iteration 71Q (200395.920000 sec): 3 clusters
  Score: Raw -2502004.458740 + Penalty 3244.577327 = -2498759.881413
  nChanged 10
		SP:Iteration 72Q (200396.190000 sec): 3 clusters
  Score: Raw -2502005.816218 + Penalty 3244.577327 = -2498761.238891
  nChanged 12
		SP:Iteration 73Q (200396.410000 sec): 3 clusters
  Score: Raw -2502007.180080 + Penalty 3244.577327 = -2498762.602753
  nChanged 15
		SP:Iteration 74Q (200396.660000 sec): 3 clusters
  Score: Raw -2502009.002104 + Penalty 3244.577327 = -2498764.424777
  nChanged 9
		SP:Iteration 75Q (200396.920000 sec): 3 clusters
  Score: Raw -2502009.990853 + Penalty 3244.577327 = -2498765.413526
  nChanged 6
		SP:Iteration 76Q (200397.170000 sec): 3 clusters
  Score: Raw -2502010.845425 + Penalty 3244.577327 = -2498766.268098
  nChanged 11
		SP:Iteration 77Q (200397.400000 sec): 3 clusters
  Score: Raw -2502012.063904 + Penalty 3244.577327 = -2498767.486577
  nChanged 7
		SP:Iteration 78Q (200397.640000 sec): 3 clusters
  Score: Raw -2502013.221051 + Penalty 3244.577327 = -2498768.643724
  nChanged 6
		SP:Iteration 79Q (200397.900000 sec): 3 clusters
  Score: Raw -2502014.031342 + Penalty 3244.577327 = -2498769.454015
  nChanged 7
		SP:Iteration 80F (200398.180000 sec): 3 clusters
  Score: Raw -2502014.615243 + Penalty 3244.577327 = -2498770.037916
  nChanged 4
		SP:Iteration 81Q (200398.440000 sec): 3 clusters
  Score: Raw -2502015.083469 + Penalty 3244.577327 = -2498770.506142
  nChanged 6
		SP:Iteration 82Q (200398.670000 sec): 3 clusters
  Score: Raw -2502015.605444 + Penalty 3244.577327 = -2498771.028116
  nChanged 3
		SP:Iteration 83Q (200398.890000 sec): 3 clusters
  Score: Raw -2502016.119483 + Penalty 3244.577327 = -2498771.542156
  nChanged 4
		SP:Iteration 84Q (200399.150000 sec): 3 clusters
  Score: Raw -2502016.526806 + Penalty 3244.577327 = -2498771.949479
  nChanged 4
		SP:Iteration 85Q (200399.380000 sec): 3 clusters
  Score: Raw -2502016.996534 + Penalty 3244.577327 = -2498772.419207
  nChanged 2
		SP:Iteration 86Q (200399.630000 sec): 3 clusters
  Score: Raw -2502017.168338 + Penalty 3244.577327 = -2498772.591011
  nChanged 3
		SP:Iteration 87Q (200399.890000 sec): 3 clusters
  Score: Raw -2502017.545017 + Penalty 3244.577327 = -2498772.967690
  nChanged 2
		SP:Iteration 88Q (200400.150000 sec): 3 clusters
  Score: Raw -2502017.838950 + Penalty 3244.577327 = -2498773.261622
  nChanged 4
		SP:Iteration 89Q (200400.370000 sec): 3 clusters
  Score: Raw -2502018.303775 + Penalty 3244.577327 = -2498773.726448
  nChanged 5
		SP:Iteration 90Q (200400.610000 sec): 3 clusters
  Score: Raw -2502018.698317 + Penalty 3244.577327 = -2498774.120990
  nChanged 3
		SP:Iteration 91Q (200400.880000 sec): 3 clusters
  Score: Raw -2502019.029326 + Penalty 3244.577327 = -2498774.451999
  nChanged 4
		SP:Iteration 92Q (200401.140000 sec): 3 clusters
  Score: Raw -2502019.466273 + Penalty 3244.577327 = -2498774.888946
  nChanged 4
		SP:Iteration 93Q (200401.360000 sec): 3 clusters
  Score: Raw -2502019.984068 + Penalty 3244.577327 = -2498775.406741
  nChanged 6
		SP:Iteration 94Q (200401.610000 sec): 3 clusters
  Score: Raw -2502020.940709 + Penalty 3244.577327 = -2498776.363382
  nChanged 5
		SP:Iteration 95Q (200401.860000 sec): 3 clusters
  Score: Raw -2502022.020965 + Penalty 3244.577327 = -2498777.443638
  nChanged 5
		SP:Iteration 96Q (200402.120000 sec): 3 clusters
  Score: Raw -2502022.597553 + Penalty 3244.577327 = -2498778.020226
  nChanged 3
		SP:Iteration 97Q (200402.340000 sec): 3 clusters
  Score: Raw -2502023.231391 + Penalty 3244.577327 = -2498778.654064
  nChanged 3
		SP:Iteration 98Q (200402.560000 sec): 3 clusters
  Score: Raw -2502023.913522 + Penalty 3244.577327 = -2498779.336195
  nChanged 8
		SP:Iteration 99Q (200402.780000 sec): 3 clusters
  Score: Raw -2502025.131005 + Penalty 3244.577327 = -2498780.553678
  nChanged 6
		SP:Iteration 100F (200403.050000 sec): 3 clusters
  Score: Raw -2502025.847704 + Penalty 3244.577327 = -2498781.270377
  nChanged 7
		SP:Iteration 101Q (200403.270000 sec): 3 clusters
  Score: Raw -2502027.112820 + Penalty 3244.577327 = -2498782.535493
  nChanged 11
		SP:Iteration 102Q (200403.490000 sec): 3 clusters
  Score: Raw -2502028.526649 + Penalty 3244.577327 = -2498783.949321
  nChanged 6
		SP:Iteration 103Q (200403.740000 sec): 3 clusters
  Score: Raw -2502029.375769 + Penalty 3244.577327 = -2498784.798442
  nChanged 6
		SP:Iteration 104Q (200404.000000 sec): 3 clusters
  Score: Raw -2502030.015846 + Penalty 3244.577327 = -2498785.438519
  nChanged 5
		SP:Iteration 105Q (200404.250000 sec): 3 clusters
  Score: Raw -2502030.702695 + Penalty 3244.577327 = -2498786.125368
  nChanged 5
		SP:Iteration 106Q (200404.480000 sec): 3 clusters
  Score: Raw -2502031.258783 + Penalty 3244.577327 = -2498786.681456
  nChanged 10
		SP:Iteration 107Q (200404.730000 sec): 3 clusters
  Score: Raw -2502032.561212 + Penalty 3244.577327 = -2498787.983885
  nChanged 6
		SP:Iteration 108Q (200404.990000 sec): 3 clusters
  Score: Raw -2502033.245675 + Penalty 3244.577327 = -2498788.668348
  nChanged 5
		SP:Iteration 109Q (200405.250000 sec): 3 clusters
  Score: Raw -2502033.930293 + Penalty 3244.577327 = -2498789.352966
  nChanged 4
		SP:Iteration 110Q (200405.470000 sec): 3 clusters
  Score: Raw -2502034.292280 + Penalty 3244.577327 = -2498789.714953
  nChanged 0
		SP:Iteration 111F (200405.730000 sec): 3 clusters
  Score: Raw -2502034.292280 + Penalty 3244.577327 = -2498789.714953
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 30 (38581 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (200406.000000 sec): 2 clusters
  Score: Raw -4853075.916020 + Penalty 1716.083721 = -4851359.832299
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (200406.370000 sec): 3 clusters
  Score: Raw -4828986.226539 + Penalty 3432.167442 = -4825554.059097
  nChanged 17763
		SP:Iteration 1F (200406.770000 sec): 3 clusters
  Score: Raw -4839170.561089 + Penalty 3432.167442 = -4835738.393647
  nChanged 1912
		SP:Iteration 2Q (200407.190000 sec): 3 clusters
  Score: Raw -4839979.784437 + Penalty 3432.167442 = -4836547.616995
  nChanged 2260
		SP:Iteration 3F (200407.580000 sec): 3 clusters
  Score: Raw -4841273.280524 + Penalty 3432.167442 = -4837841.113082
  nChanged 2800
		SP:Iteration 4F (200408.000000 sec): 3 clusters
  Score: Raw -4843084.536679 + Penalty 3432.167442 = -4839652.369237
  nChanged 2865
		SP:Iteration 5F (200408.390000 sec): 3 clusters
  Score: Raw -4844864.257246 + Penalty 3432.167442 = -4841432.089804
  nChanged 2542
		SP:Iteration 6F (200408.810000 sec): 3 clusters
  Score: Raw -4846253.668557 + Penalty 3432.167442 = -4842821.501115
  nChanged 2053
		SP:Iteration 7F (200409.230000 sec): 3 clusters
  Score: Raw -4847168.712667 + Penalty 3432.167442 = -4843736.545225
  nChanged 1524
		SP:Iteration 8Q (200409.630000 sec): 3 clusters
  Score: Raw -4847712.344677 + Penalty 3432.167442 = -4844280.177235
  nChanged 1131
		SP:Iteration 9Q (200410.040000 sec): 3 clusters
  Score: Raw -4848068.290465 + Penalty 3432.167442 = -4844636.123023
  nChanged 889
		SP:Iteration 10Q (200410.460000 sec): 3 clusters
  Score: Raw -4848308.366712 + Penalty 3432.167442 = -4844876.199270
  nChanged 746
		SP:Iteration 11Q (200410.870000 sec): 3 clusters
  Score: Raw -4848504.979850 + Penalty 3432.167442 = -4845072.812408
  nChanged 665
		SP:Iteration 12Q (200411.250000 sec): 3 clusters
  Score: Raw -4848681.161265 + Penalty 3432.167442 = -4845248.993823
  nChanged 678
		SP:Iteration 13Q (200411.650000 sec): 3 clusters
  Score: Raw -4848862.817885 + Penalty 3432.167442 = -4845430.650443
  nChanged 729
		SP:Iteration 14Q (200412.070000 sec): 3 clusters
  Score: Raw -4849054.589799 + Penalty 3432.167442 = -4845622.422357
  nChanged 769
		SP:Iteration 15Q (200412.460000 sec): 3 clusters
  Score: Raw -4849259.948747 + Penalty 3432.167442 = -4845827.781305
  nChanged 866
		SP:Iteration 16Q (200412.880000 sec): 3 clusters
  Score: Raw -4849508.176526 + Penalty 3432.167442 = -4846076.009084
  nChanged 943
		SP:Iteration 17Q (200413.290000 sec): 3 clusters
  Score: Raw -4849787.274779 + Penalty 3432.167442 = -4846355.107337
  nChanged 987
		SP:Iteration 18Q (200413.710000 sec): 3 clusters
  Score: Raw -4850077.076713 + Penalty 3432.167442 = -4846644.909271
  nChanged 957
		SP:Iteration 19Q (200414.120000 sec): 3 clusters
  Score: Raw -4850356.736410 + Penalty 3432.167442 = -4846924.568968
  nChanged 996
		SP:Iteration 20F (200414.520000 sec): 3 clusters
  Score: Raw -4850652.176532 + Penalty 3432.167442 = -4847220.009090
  nChanged 1016
		SP:Iteration 21Q (200414.930000 sec): 3 clusters
  Score: Raw -4850958.334464 + Penalty 3432.167442 = -4847526.167022
  nChanged 1011
		SP:Iteration 22Q (200415.330000 sec): 3 clusters
  Score: Raw -4851269.141082 + Penalty 3432.167442 = -4847836.973640
  nChanged 1020
		SP:Iteration 23Q (200415.740000 sec): 3 clusters
  Score: Raw -4851588.764926 + Penalty 3432.167442 = -4848156.597483
  nChanged 1009
		SP:Iteration 24Q (200416.140000 sec): 3 clusters
  Score: Raw -4851912.056128 + Penalty 3432.167442 = -4848479.888686
  nChanged 935
		SP:Iteration 25Q (200416.540000 sec): 3 clusters
  Score: Raw -4852202.937935 + Penalty 3432.167442 = -4848770.770493
  nChanged 854
		SP:Iteration 26Q (200416.890000 sec): 3 clusters
  Score: Raw -4852467.704793 + Penalty 3432.167442 = -4849035.537351
  nChanged 820
		SP:Iteration 27Q (200417.260000 sec): 3 clusters
  Score: Raw -4852730.435183 + Penalty 3432.167442 = -4849298.267741
  nChanged 748
		SP:Iteration 28Q (200417.650000 sec): 3 clusters
  Score: Raw -4852943.509860 + Penalty 3432.167442 = -4849511.342418
  nChanged 596
		SP:Iteration 29Q (200418.030000 sec): 3 clusters
  Score: Raw -4853093.923271 + Penalty 3432.167442 = -4849661.755829
  nChanged 524
		SP:Iteration 30Q (200418.380000 sec): 3 clusters
  Score: Raw -4853234.215422 + Penalty 3432.167442 = -4849802.047980
  nChanged 499
		SP:Iteration 31Q (200418.750000 sec): 3 clusters
  Score: Raw -4853361.559666 + Penalty 3432.167442 = -4849929.392223
  nChanged 409
		SP:Iteration 32Q (200419.140000 sec): 3 clusters
  Score: Raw -4853464.945098 + Penalty 3432.167442 = -4850032.777655
  nChanged 360
		SP:Iteration 33Q (200419.480000 sec): 3 clusters
  Score: Raw -4853549.742137 + Penalty 3432.167442 = -4850117.574695
  nChanged 312
		SP:Iteration 34Q (200419.840000 sec): 3 clusters
  Score: Raw -4853619.249658 + Penalty 3432.167442 = -4850187.082216
  nChanged 265
		SP:Iteration 35Q (200420.230000 sec): 3 clusters
  Score: Raw -4853675.821007 + Penalty 3432.167442 = -4850243.653565
  nChanged 218
		SP:Iteration 36Q (200420.570000 sec): 3 clusters
  Score: Raw -4853719.033967 + Penalty 3432.167442 = -4850286.866525
  nChanged 194
		SP:Iteration 37Q (200420.930000 sec): 3 clusters
  Score: Raw -4853754.394101 + Penalty 3432.167442 = -4850322.226659
  nChanged 166
		SP:Iteration 38Q (200421.300000 sec): 3 clusters
  Score: Raw -4853788.283158 + Penalty 3432.167442 = -4850356.115716
  nChanged 160
		SP:Iteration 39Q (200421.640000 sec): 3 clusters
  Score: Raw -4853819.987584 + Penalty 3432.167442 = -4850387.820142
  nChanged 144
		SP:Iteration 40F (200422.060000 sec): 3 clusters
  Score: Raw -4853845.115480 + Penalty 3432.167442 = -4850412.948038
  nChanged 103
		SP:Iteration 41Q (200422.440000 sec): 3 clusters
  Score: Raw -4853859.960761 + Penalty 3432.167442 = -4850427.793319
  nChanged 78
		SP:Iteration 42Q (200422.780000 sec): 3 clusters
  Score: Raw -4853873.154322 + Penalty 3432.167442 = -4850440.986880
  nChanged 77
		SP:Iteration 43Q (200423.140000 sec): 3 clusters
  Score: Raw -4853884.533030 + Penalty 3432.167442 = -4850452.365588
  nChanged 59
		SP:Iteration 44Q (200423.520000 sec): 3 clusters
  Score: Raw -4853891.279261 + Penalty 3432.167442 = -4850459.111819
  nChanged 36
		SP:Iteration 45Q (200423.860000 sec): 3 clusters
  Score: Raw -4853896.213495 + Penalty 3432.167442 = -4850464.046053
  nChanged 33
		SP:Iteration 46Q (200424.240000 sec): 3 clusters
  Score: Raw -4853900.415437 + Penalty 3432.167442 = -4850468.247995
  nChanged 34
		SP:Iteration 47Q (200424.630000 sec): 3 clusters
  Score: Raw -4853905.450185 + Penalty 3432.167442 = -4850473.282743
  nChanged 30
		SP:Iteration 48Q (200424.960000 sec): 3 clusters
  Score: Raw -4853909.526303 + Penalty 3432.167442 = -4850477.358861
  nChanged 29
		SP:Iteration 49Q (200425.340000 sec): 3 clusters
  Score: Raw -4853914.001771 + Penalty 3432.167442 = -4850481.834329
  nChanged 35
		SP:Iteration 50Q (200425.720000 sec): 3 clusters
  Score: Raw -4853919.151975 + Penalty 3432.167442 = -4850486.984533
  nChanged 30
		SP:Iteration 51Q (200426.060000 sec): 3 clusters
  Score: Raw -4853923.535965 + Penalty 3432.167442 = -4850491.368523
  nChanged 30
		SP:Iteration 52Q (200426.440000 sec): 3 clusters
  Score: Raw -4853927.110309 + Penalty 3432.167442 = -4850494.942867
  nChanged 20
		SP:Iteration 53Q (200426.830000 sec): 3 clusters
  Score: Raw -4853930.046537 + Penalty 3432.167442 = -4850497.879095
  nChanged 26
		SP:Iteration 54Q (200427.160000 sec): 3 clusters
  Score: Raw -4853933.532735 + Penalty 3432.167442 = -4850501.365293
  nChanged 21
		SP:Iteration 55Q (200427.550000 sec): 3 clusters
  Score: Raw -4853935.877315 + Penalty 3432.167442 = -4850503.709873
  nChanged 15
		SP:Iteration 56Q (200427.940000 sec): 3 clusters
  Score: Raw -4853937.485539 + Penalty 3432.167442 = -4850505.318097
  nChanged 15
		SP:Iteration 57Q (200428.270000 sec): 3 clusters
  Score: Raw -4853939.450652 + Penalty 3432.167442 = -4850507.283210
  nChanged 18
		SP:Iteration 58Q (200428.650000 sec): 3 clusters
  Score: Raw -4853941.947342 + Penalty 3432.167442 = -4850509.779900
  nChanged 24
		SP:Iteration 59Q (200429.030000 sec): 3 clusters
  Score: Raw -4853945.092478 + Penalty 3432.167442 = -4850512.925036
  nChanged 17
		SP:Iteration 60F (200429.400000 sec): 3 clusters
  Score: Raw -4853946.806092 + Penalty 3432.167442 = -4850514.638650
  nChanged 13
		SP:Iteration 61Q (200429.760000 sec): 3 clusters
  Score: Raw -4853948.341942 + Penalty 3432.167442 = -4850516.174500
  nChanged 12
		SP:Iteration 62Q (200430.140000 sec): 3 clusters
  Score: Raw -4853949.609438 + Penalty 3432.167442 = -4850517.441996
  nChanged 9
		SP:Iteration 63Q (200430.480000 sec): 3 clusters
  Score: Raw -4853950.654031 + Penalty 3432.167442 = -4850518.486589
  nChanged 8
		SP:Iteration 64Q (200430.860000 sec): 3 clusters
  Score: Raw -4853951.279374 + Penalty 3432.167442 = -4850519.111932
  nChanged 4
		SP:Iteration 65Q (200431.240000 sec): 3 clusters
  Score: Raw -4853951.649461 + Penalty 3432.167442 = -4850519.482019
  nChanged 3
		SP:Iteration 66Q (200431.580000 sec): 3 clusters
  Score: Raw -4853951.862784 + Penalty 3432.167442 = -4850519.695342
  nChanged 3
		SP:Iteration 67Q (200431.960000 sec): 3 clusters
  Score: Raw -4853952.088727 + Penalty 3432.167442 = -4850519.921285
  nChanged 2
		SP:Iteration 68Q (200432.340000 sec): 3 clusters
  Score: Raw -4853952.226868 + Penalty 3432.167442 = -4850520.059426
  nChanged 3
		SP:Iteration 69Q (200432.670000 sec): 3 clusters
  Score: Raw -4853952.595496 + Penalty 3432.167442 = -4850520.428054
  nChanged 2
		SP:Iteration 70Q (200433.060000 sec): 3 clusters
  Score: Raw -4853952.785129 + Penalty 3432.167442 = -4850520.617687
  nChanged 3
		SP:Iteration 71Q (200433.440000 sec): 3 clusters
  Score: Raw -4853953.023372 + Penalty 3432.167442 = -4850520.855930
  nChanged 3
		SP:Iteration 72Q (200433.780000 sec): 3 clusters
  Score: Raw -4853953.465515 + Penalty 3432.167442 = -4850521.298073
  nChanged 6
		SP:Iteration 73Q (200434.160000 sec): 3 clusters
  Score: Raw -4853954.167045 + Penalty 3432.167442 = -4850521.999603
  nChanged 5
		SP:Iteration 74Q (200434.540000 sec): 3 clusters
  Score: Raw -4853954.576490 + Penalty 3432.167442 = -4850522.409048
  nChanged 3
		SP:Iteration 75Q (200434.870000 sec): 3 clusters
  Score: Raw -4853954.943904 + Penalty 3432.167442 = -4850522.776462
  nChanged 5
		SP:Iteration 76Q (200435.240000 sec): 3 clusters
  Score: Raw -4853955.325596 + Penalty 3432.167442 = -4850523.158154
  nChanged 1
		SP:Iteration 77Q (200435.580000 sec): 3 clusters
  Score: Raw -4853955.450201 + Penalty 3432.167442 = -4850523.282759
  nChanged 0
		SP:Iteration 78F (200435.970000 sec): 3 clusters
  Score: Raw -4853955.450201 + Penalty 3432.167442 = -4850523.282759
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 31 (13694 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (200436.090000 sec): 2 clusters
  Score: Raw -1678335.540721 + Penalty 1547.765872 = -1676787.774849
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (200436.430000 sec): 3 clusters
  Score: Raw -1670238.032855 + Penalty 3095.531744 = -1667142.501110
  nChanged 6115
		SP:Iteration 1F (200436.610000 sec): 3 clusters
  Score: Raw -1673672.000317 + Penalty 3095.531744 = -1670576.468573
  nChanged 961
		SP:Iteration 2F (200436.810000 sec): 3 clusters
  Score: Raw -1674253.435570 + Penalty 3095.531744 = -1671157.903825
  nChanged 948
		SP:Iteration 3F (200437.000000 sec): 3 clusters
  Score: Raw -1674870.997195 + Penalty 3095.531744 = -1671775.465450
  nChanged 937
		SP:Iteration 4F (200437.170000 sec): 3 clusters
  Score: Raw -1675471.831806 + Penalty 3095.531744 = -1672376.300061
  nChanged 787
		SP:Iteration 5F (200437.380000 sec): 3 clusters
  Score: Raw -1675923.842342 + Penalty 3095.531744 = -1672828.310598
  nChanged 690
		SP:Iteration 6F (200437.570000 sec): 3 clusters
  Score: Raw -1676292.028366 + Penalty 3095.531744 = -1673196.496621
  nChanged 566
		SP:Iteration 7Q (200437.750000 sec): 3 clusters
  Score: Raw -1676550.254319 + Penalty 3095.531744 = -1673454.722574
  nChanged 443
		SP:Iteration 8Q (200437.950000 sec): 3 clusters
  Score: Raw -1676736.360679 + Penalty 3095.531744 = -1673640.828935
  nChanged 370
		SP:Iteration 9Q (200438.130000 sec): 3 clusters
  Score: Raw -1676908.362817 + Penalty 3095.531744 = -1673812.831072
  nChanged 338
		SP:Iteration 10Q (200438.350000 sec): 3 clusters
  Score: Raw -1677064.759943 + Penalty 3095.531744 = -1673969.228199
  nChanged 310
		SP:Iteration 11Q (200438.560000 sec): 3 clusters
  Score: Raw -1677204.580247 + Penalty 3095.531744 = -1674109.048503
  nChanged 295
		SP:Iteration 12Q (200438.790000 sec): 3 clusters
  Score: Raw -1677336.188017 + Penalty 3095.531744 = -1674240.656273
  nChanged 280
		SP:Iteration 13Q (200438.950000 sec): 3 clusters
  Score: Raw -1677459.871530 + Penalty 3095.531744 = -1674364.339786
  nChanged 267
		SP:Iteration 14Q (200439.150000 sec): 3 clusters
  Score: Raw -1677578.978304 + Penalty 3095.531744 = -1674483.446559
  nChanged 246
		SP:Iteration 15Q (200439.330000 sec): 3 clusters
  Score: Raw -1677693.375091 + Penalty 3095.531744 = -1674597.843346
  nChanged 223
		SP:Iteration 16Q (200439.530000 sec): 3 clusters
  Score: Raw -1677787.224161 + Penalty 3095.531744 = -1674691.692417
  nChanged 180
		SP:Iteration 17Q (200439.700000 sec): 3 clusters
  Score: Raw -1677859.303160 + Penalty 3095.531744 = -1674763.771416
  nChanged 174
		SP:Iteration 18Q (200439.920000 sec): 3 clusters
  Score: Raw -1677932.251136 + Penalty 3095.531744 = -1674836.719391
  nChanged 180
		SP:Iteration 19Q (200440.100000 sec): 3 clusters
  Score: Raw -1678010.952783 + Penalty 3095.531744 = -1674915.421038
  nChanged 167
		SP:Iteration 20F (200440.290000 sec): 3 clusters
  Score: Raw -1678087.351300 + Penalty 3095.531744 = -1674991.819555
  nChanged 170
		SP:Iteration 21Q (200440.480000 sec): 3 clusters
  Score: Raw -1678168.901424 + Penalty 3095.531744 = -1675073.369679
  nChanged 133
		SP:Iteration 22Q (200440.680000 sec): 3 clusters
  Score: Raw -1678234.842780 + Penalty 3095.531744 = -1675139.311035
  nChanged 111
		SP:Iteration 23Q (200440.860000 sec): 3 clusters
  Score: Raw -1678289.055248 + Penalty 3095.531744 = -1675193.523504
  nChanged 84
		SP:Iteration 24Q (200441.030000 sec): 3 clusters
  Score: Raw -1678330.390881 + Penalty 3095.531744 = -1675234.859137
  nChanged 69
		SP:Iteration 25Q (200441.220000 sec): 3 clusters
  Score: Raw -1678371.201190 + Penalty 3095.531744 = -1675275.669445
  nChanged 64
		SP:Iteration 26Q (200441.410000 sec): 3 clusters
  Score: Raw -1678405.596101 + Penalty 3095.531744 = -1675310.064356
  nChanged 42
		SP:Iteration 27Q (200441.590000 sec): 3 clusters
  Score: Raw -1678431.966897 + Penalty 3095.531744 = -1675336.435153
  nChanged 45
		SP:Iteration 28Q (200441.780000 sec): 3 clusters
  Score: Raw -1678457.198272 + Penalty 3095.531744 = -1675361.666528
  nChanged 44
		SP:Iteration 29Q (200441.940000 sec): 3 clusters
  Score: Raw -1678483.914701 + Penalty 3095.531744 = -1675388.382957
  nChanged 41
		SP:Iteration 30Q (200442.110000 sec): 3 clusters
  Score: Raw -1678507.442541 + Penalty 3095.531744 = -1675411.910797
  nChanged 33
		SP:Iteration 31Q (200442.300000 sec): 3 clusters
  Score: Raw -1678526.668145 + Penalty 3095.531744 = -1675431.136400
  nChanged 25
		SP:Iteration 32Q (200442.460000 sec): 3 clusters
  Score: Raw -1678543.090306 + Penalty 3095.531744 = -1675447.558562
  nChanged 19
		SP:Iteration 33Q (200442.620000 sec): 3 clusters
  Score: Raw -1678553.604072 + Penalty 3095.531744 = -1675458.072327
  nChanged 13
		SP:Iteration 34Q (200442.820000 sec): 3 clusters
  Score: Raw -1678561.996596 + Penalty 3095.531744 = -1675466.464852
  nChanged 18
		SP:Iteration 35Q (200442.980000 sec): 3 clusters
  Score: Raw -1678577.684025 + Penalty 3095.531744 = -1675482.152280
  nChanged 22
		SP:Iteration 36Q (200443.140000 sec): 3 clusters
  Score: Raw -1678590.289047 + Penalty 3095.531744 = -1675494.757302
  nChanged 15
		SP:Iteration 37Q (200443.340000 sec): 3 clusters
  Score: Raw -1678599.370546 + Penalty 3095.531744 = -1675503.838802
  nChanged 15
		SP:Iteration 38Q (200443.530000 sec): 3 clusters
  Score: Raw -1678604.754924 + Penalty 3095.531744 = -1675509.223179
  nChanged 9
		SP:Iteration 39Q (200443.730000 sec): 3 clusters
  Score: Raw -1678608.913979 + Penalty 3095.531744 = -1675513.382235
  nChanged 5
		SP:Iteration 40F (200443.910000 sec): 3 clusters
  Score: Raw -1678610.922633 + Penalty 3095.531744 = -1675515.390889
  nChanged 3
		SP:Iteration 41Q (200444.080000 sec): 3 clusters
  Score: Raw -1678613.181411 + Penalty 3095.531744 = -1675517.649666
  nChanged 3
		SP:Iteration 42Q (200444.270000 sec): 3 clusters
  Score: Raw -1678614.827439 + Penalty 3095.531744 = -1675519.295694
  nChanged 4
		SP:Iteration 43Q (200444.460000 sec): 3 clusters
  Score: Raw -1678615.696788 + Penalty 3095.531744 = -1675520.165043
  nChanged 2
		SP:Iteration 44Q (200444.640000 sec): 3 clusters
  Score: Raw -1678617.113063 + Penalty 3095.531744 = -1675521.581319
  nChanged 3
		SP:Iteration 45Q (200444.810000 sec): 3 clusters
  Score: Raw -1678617.943884 + Penalty 3095.531744 = -1675522.412139
  nChanged 1
		SP:Iteration 46Q (200445.040000 sec): 3 clusters
  Score: Raw -1678618.154580 + Penalty 3095.531744 = -1675522.622836
  nChanged 1
		SP:Iteration 47Q (200445.240000 sec): 3 clusters
  Score: Raw -1678618.596918 + Penalty 3095.531744 = -1675523.065173
  nChanged 1
		SP:Iteration 48Q (200445.400000 sec): 3 clusters
  Score: Raw -1678619.172152 + Penalty 3095.531744 = -1675523.640408
  nChanged 1
		SP:Iteration 49Q (200445.580000 sec): 3 clusters
  Score: Raw -1678619.407624 + Penalty 3095.531744 = -1675523.875880
  nChanged 0
		SP:Iteration 50F (200445.760000 sec): 3 clusters
  Score: Raw -1678619.407624 + Penalty 3095.531744 = -1675523.875880
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 32 (6094 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (200445.870000 sec): 2 clusters
  Score: Raw -789205.096076 + Penalty 1416.197243 = -787788.898832
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (200445.980000 sec): 3 clusters
  Score: Raw -785852.676506 + Penalty 2832.394487 = -783020.282019
  nChanged 2592
		SP:Iteration 1F (200446.080000 sec): 3 clusters
  Score: Raw -787266.047316 + Penalty 2832.394487 = -784433.652830
  nChanged 413
		SP:Iteration 2F (200446.170000 sec): 3 clusters
  Score: Raw -787448.587084 + Penalty 2832.394487 = -784616.192597
  nChanged 285
		SP:Iteration 3Q (200446.270000 sec): 3 clusters
  Score: Raw -787554.849584 + Penalty 2832.394487 = -784722.455097
  nChanged 198
		SP:Iteration 4Q (200446.370000 sec): 3 clusters
  Score: Raw -787626.557948 + Penalty 2832.394487 = -784794.163461
  nChanged 174
		SP:Iteration 5Q (200446.470000 sec): 3 clusters
  Score: Raw -787683.265445 + Penalty 2832.394487 = -784850.870958
  nChanged 130
		SP:Iteration 6Q (200446.570000 sec): 3 clusters
  Score: Raw -787731.383358 + Penalty 2832.394487 = -784898.988871
  nChanged 147
		SP:Iteration 7Q (200446.670000 sec): 3 clusters
  Score: Raw -787776.314451 + Penalty 2832.394487 = -784943.919964
  nChanged 117
		SP:Iteration 8Q (200446.770000 sec): 3 clusters
  Score: Raw -787815.395333 + Penalty 2832.394487 = -784983.000846
  nChanged 134
		SP:Iteration 9Q (200446.870000 sec): 3 clusters
  Score: Raw -787868.438539 + Penalty 2832.394487 = -785036.044052
  nChanged 136
		SP:Iteration 10Q (200446.970000 sec): 3 clusters
  Score: Raw -787923.700725 + Penalty 2832.394487 = -785091.306238
  nChanged 141
		SP:Iteration 11Q (200447.070000 sec): 3 clusters
  Score: Raw -787982.217568 + Penalty 2832.394487 = -785149.823081
  nChanged 145
		SP:Iteration 12Q (200447.160000 sec): 3 clusters
  Score: Raw -788043.526694 + Penalty 2832.394487 = -785211.132207
  nChanged 143
		SP:Iteration 13Q (200447.260000 sec): 3 clusters
  Score: Raw -788099.343072 + Penalty 2832.394487 = -785266.948585
  nChanged 157
		SP:Iteration 14Q (200447.360000 sec): 3 clusters
  Score: Raw -788171.895359 + Penalty 2832.394487 = -785339.500872
  nChanged 176
		SP:Iteration 15Q (200447.460000 sec): 3 clusters
  Score: Raw -788257.664735 + Penalty 2832.394487 = -785425.270249
  nChanged 175
		SP:Iteration 16Q (200447.550000 sec): 3 clusters
  Score: Raw -788352.254562 + Penalty 2832.394487 = -785519.860075
  nChanged 163
		SP:Iteration 17Q (200447.650000 sec): 3 clusters
  Score: Raw -788459.546101 + Penalty 2832.394487 = -785627.151614
  nChanged 194
		SP:Iteration 18Q (200447.820000 sec): 3 clusters
  Score: Raw -788598.292968 + Penalty 2832.394487 = -785765.898481
  nChanged 190
		SP:Iteration 19Q (200447.910000 sec): 3 clusters
  Score: Raw -788727.426720 + Penalty 2832.394487 = -785895.032233
  nChanged 184
		SP:Iteration 20F (200448.010000 sec): 3 clusters
  Score: Raw -788846.405288 + Penalty 2832.394487 = -786014.010802
  nChanged 156
		SP:Iteration 21Q (200448.110000 sec): 3 clusters
  Score: Raw -788955.889161 + Penalty 2832.394487 = -786123.494674
  nChanged 125
		SP:Iteration 22Q (200448.210000 sec): 3 clusters
  Score: Raw -789045.670900 + Penalty 2832.394487 = -786213.276414
  nChanged 110
		SP:Iteration 23Q (200448.300000 sec): 3 clusters
  Score: Raw -789126.712084 + Penalty 2832.394487 = -786294.317597
  nChanged 108
		SP:Iteration 24Q (200448.400000 sec): 3 clusters
  Score: Raw -789195.607609 + Penalty 2832.394487 = -786363.213122
  nChanged 87
		SP:Iteration 25Q (200448.500000 sec): 3 clusters
  Score: Raw -789240.980576 + Penalty 2832.394487 = -786408.586090
  nChanged 63
		SP:Iteration 26Q (200448.590000 sec): 3 clusters
  Score: Raw -789284.902798 + Penalty 2832.394487 = -786452.508311
  nChanged 62
		SP:Iteration 27Q (200448.690000 sec): 3 clusters
  Score: Raw -789335.834057 + Penalty 2832.394487 = -786503.439570
  nChanged 58
		SP:Iteration 28Q (200448.790000 sec): 3 clusters
  Score: Raw -789370.439558 + Penalty 2832.394487 = -786538.045071
  nChanged 47
		SP:Iteration 29Q (200448.890000 sec): 3 clusters
  Score: Raw -789399.573026 + Penalty 2832.394487 = -786567.178539
  nChanged 36
		SP:Iteration 30Q (200449.000000 sec): 3 clusters
  Score: Raw -789420.491022 + Penalty 2832.394487 = -786588.096535
  nChanged 35
		SP:Iteration 31Q (200449.100000 sec): 3 clusters
  Score: Raw -789437.861802 + Penalty 2832.394487 = -786605.467315
  nChanged 25
		SP:Iteration 32Q (200449.190000 sec): 3 clusters
  Score: Raw -789447.417587 + Penalty 2832.394487 = -786615.023100
  nChanged 14
		SP:Iteration 33Q (200449.290000 sec): 3 clusters
  Score: Raw -789451.295220 + Penalty 2832.394487 = -786618.900733
  nChanged 3
		SP:Iteration 34Q (200449.390000 sec): 3 clusters
  Score: Raw -789452.230408 + Penalty 2832.394487 = -786619.835921
  nChanged 5
		SP:Iteration 35Q (200449.490000 sec): 3 clusters
  Score: Raw -789453.477479 + Penalty 2832.394487 = -786621.082992
  nChanged 1
		SP:Iteration 36Q (200449.590000 sec): 3 clusters
  Score: Raw -789453.739091 + Penalty 2832.394487 = -786621.344605
  nChanged 2
		SP:Iteration 37Q (200449.690000 sec): 3 clusters
  Score: Raw -789454.114641 + Penalty 2832.394487 = -786621.720154
  nChanged 2
		SP:Iteration 38Q (200449.790000 sec): 3 clusters
  Score: Raw -789454.286495 + Penalty 2832.394487 = -786621.892008
  nChanged 0
		SP:Iteration 39F (200449.900000 sec): 3 clusters
  Score: Raw -789454.286495 + Penalty 2832.394487 = -786621.892008
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 33 (956 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (200449.960000 sec): 2 clusters
  Score: Raw -107274.291685 + Penalty 1115.198161 = -106159.093524
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (200449.980000 sec): 3 clusters
  Score: Raw -107021.689063 + Penalty 2230.396322 = -104791.292741
  nChanged 314
		SP:Iteration 1F (200450.000000 sec): 3 clusters
  Score: Raw -107407.698819 + Penalty 2230.396322 = -105177.302498
  nChanged 92
		SP:Iteration 2F (200450.020000 sec): 3 clusters
  Score: Raw -107608.944712 + Penalty 2230.396322 = -105378.548391
  nChanged 70
		SP:Iteration 3F (200450.040000 sec): 3 clusters
  Score: Raw -107744.324392 + Penalty 2230.396322 = -105513.928070
  nChanged 44
		SP:Iteration 4Q (200450.060000 sec): 3 clusters
  Score: Raw -107842.436505 + Penalty 2230.396322 = -105612.040184
  nChanged 40
		SP:Iteration 5Q (200450.080000 sec): 3 clusters
  Score: Raw -107934.226399 + Penalty 2230.396322 = -105703.830077
  nChanged 33
		SP:Iteration 6Q (200450.100000 sec): 3 clusters
  Score: Raw -108010.394931 + Penalty 2230.396322 = -105779.998609
  nChanged 30
		SP:Iteration 7Q (200450.120000 sec): 3 clusters
  Score: Raw -108082.338131 + Penalty 2230.396322 = -105851.941809
  nChanged 27
		SP:Iteration 8Q (200450.140000 sec): 3 clusters
  Score: Raw -108136.211240 + Penalty 2230.396322 = -105905.814918
  nChanged 19
		SP:Iteration 9Q (200450.160000 sec): 3 clusters
  Score: Raw -108185.479067 + Penalty 2230.396322 = -105955.082745
  nChanged 15
		SP:Iteration 10Q (200450.170000 sec): 3 clusters
  Score: Raw -108207.130494 + Penalty 2230.396322 = -105976.734172
  nChanged 8
		SP:Iteration 11Q (200450.190000 sec): 3 clusters
  Score: Raw -108222.272313 + Penalty 2230.396322 = -105991.875991
  nChanged 1
		SP:Iteration 12Q (200450.210000 sec): 3 clusters
  Score: Raw -108222.981308 + Penalty 2230.396322 = -105992.584986
  nChanged 2
		SP:Iteration 13Q (200450.220000 sec): 3 clusters
  Score: Raw -108227.712911 + Penalty 2230.396322 = -105997.316589
  nChanged 3
		SP:Iteration 14Q (200450.240000 sec): 3 clusters
  Score: Raw -108231.543538 + Penalty 2230.396322 = -106001.147217
  nChanged 3
		SP:Iteration 15Q (200450.260000 sec): 3 clusters
  Score: Raw -108236.579139 + Penalty 2230.396322 = -106006.182817
  nChanged 5
		SP:Iteration 16Q (200450.280000 sec): 3 clusters
  Score: Raw -108245.832810 + Penalty 2230.396322 = -106015.436488
  nChanged 4
		SP:Iteration 17Q (200450.300000 sec): 3 clusters
  Score: Raw -108257.220708 + Penalty 2230.396322 = -106026.824386
  nChanged 6
		SP:Iteration 18Q (200450.310000 sec): 3 clusters
  Score: Raw -108278.437388 + Penalty 2230.396322 = -106048.041066
  nChanged 8
		SP:Iteration 19Q (200450.330000 sec): 3 clusters
  Score: Raw -108303.206567 + Penalty 2230.396322 = -106072.810246
  nChanged 9
		SP:Iteration 20F (200450.350000 sec): 3 clusters
  Score: Raw -108328.133445 + Penalty 2230.396322 = -106097.737123
  nChanged 4
		SP:Iteration 21Q (200450.370000 sec): 3 clusters
  Score: Raw -108339.788948 + Penalty 2230.396322 = -106109.392626
  nChanged 6
		SP:Iteration 22Q (200450.380000 sec): 3 clusters
  Score: Raw -108358.470271 + Penalty 2230.396322 = -106128.073950
  nChanged 3
		SP:Iteration 23Q (200450.400000 sec): 3 clusters
  Score: Raw -108369.511556 + Penalty 2230.396322 = -106139.115234
  nChanged 5
		SP:Iteration 24Q (200450.420000 sec): 3 clusters
  Score: Raw -108423.952410 + Penalty 2230.396322 = -106193.556089
  nChanged 5
		SP:Iteration 25Q (200450.440000 sec): 3 clusters
  Score: Raw -108489.523970 + Penalty 2230.396322 = -106259.127648
  nChanged 8
		SP:Iteration 26Q (200450.460000 sec): 3 clusters
  Score: Raw -108547.355045 + Penalty 2230.396322 = -106316.958724
  nChanged 2
		SP:Iteration 27Q (200450.470000 sec): 3 clusters
  Score: Raw -108556.105027 + Penalty 2230.396322 = -106325.708706
  nChanged 1
		SP:Iteration 28Q (200450.490000 sec): 3 clusters
  Score: Raw -108562.018413 + Penalty 2230.396322 = -106331.622091
  nChanged 2
		SP:Iteration 29Q (200450.510000 sec): 3 clusters
  Score: Raw -108566.331375 + Penalty 2230.396322 = -106335.935053
  nChanged 3
		SP:Iteration 30Q (200450.520000 sec): 3 clusters
  Score: Raw -108574.859698 + Penalty 2230.396322 = -106344.463376
  nChanged 3
		SP:Iteration 31Q (200450.540000 sec): 3 clusters
  Score: Raw -108581.442199 + Penalty 2230.396322 = -106351.045877
  nChanged 1
		SP:Iteration 32Q (200450.560000 sec): 3 clusters
  Score: Raw -108584.220945 + Penalty 2230.396322 = -106353.824623
  nChanged 1
		SP:Iteration 33Q (200450.580000 sec): 3 clusters
  Score: Raw -108587.138224 + Penalty 2230.396322 = -106356.741902
  nChanged 0
		SP:Iteration 34F (200450.600000 sec): 3 clusters
  Score: Raw -108587.138224 + Penalty 2230.396322 = -106356.741902
  nChanged 0
  Score: Raw -119167757.352926 + Penalty 272294.388019 = -118895462.964907

Splitting cluster 33 changes total score from -118881632.578759 to -118895462.964907

 So it's getting split into cluster 121.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 34 (2439 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (200837.330000 sec): 2 clusters
  Score: Raw -280504.699768 + Penalty 1267.393302 = -279237.306465
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (200837.380000 sec): 3 clusters
  Score: Raw -279446.721914 + Penalty 2534.786604 = -276911.935310
  nChanged 890
		SP:Iteration 1F (200837.450000 sec): 3 clusters
  Score: Raw -280185.312330 + Penalty 2534.786604 = -277650.525725
  nChanged 240
		SP:Iteration 2F (200837.490000 sec): 3 clusters
  Score: Raw -280464.344901 + Penalty 2534.786604 = -277929.558296
  nChanged 210
		SP:Iteration 3F (200837.540000 sec): 3 clusters
  Score: Raw -280703.790606 + Penalty 2534.786604 = -278169.004001
  nChanged 164
		SP:Iteration 4F (200837.590000 sec): 3 clusters
  Score: Raw -280883.134293 + Penalty 2534.786604 = -278348.347689
  nChanged 120
		SP:Iteration 5Q (200837.640000 sec): 3 clusters
  Score: Raw -281011.341530 + Penalty 2534.786604 = -278476.554925
  nChanged 93
		SP:Iteration 6Q (200837.680000 sec): 3 clusters
  Score: Raw -281101.708815 + Penalty 2534.786604 = -278566.922210
  nChanged 73
		SP:Iteration 7Q (200837.730000 sec): 3 clusters
  Score: Raw -281155.535306 + Penalty 2534.786604 = -278620.748702
  nChanged 51
		SP:Iteration 8Q (200837.780000 sec): 3 clusters
  Score: Raw -281187.498433 + Penalty 2534.786604 = -278652.711829
  nChanged 34
		SP:Iteration 9Q (200837.820000 sec): 3 clusters
  Score: Raw -281207.290547 + Penalty 2534.786604 = -278672.503942
  nChanged 25
		SP:Iteration 10Q (200837.870000 sec): 3 clusters
  Score: Raw -281224.161752 + Penalty 2534.786604 = -278689.375147
  nChanged 20
		SP:Iteration 11Q (200837.910000 sec): 3 clusters
  Score: Raw -281237.817354 + Penalty 2534.786604 = -278703.030749
  nChanged 18
		SP:Iteration 12Q (200837.960000 sec): 3 clusters
  Score: Raw -281247.776130 + Penalty 2534.786604 = -278712.989526
  nChanged 10
		SP:Iteration 13Q (200838.010000 sec): 3 clusters
  Score: Raw -281252.364605 + Penalty 2534.786604 = -278717.578000
  nChanged 10
		SP:Iteration 14Q (200838.050000 sec): 3 clusters
  Score: Raw -281256.020167 + Penalty 2534.786604 = -278721.233563
  nChanged 7
		SP:Iteration 15Q (200838.100000 sec): 3 clusters
  Score: Raw -281258.227717 + Penalty 2534.786604 = -278723.441112
  nChanged 3
		SP:Iteration 16Q (200838.150000 sec): 3 clusters
  Score: Raw -281258.922065 + Penalty 2534.786604 = -278724.135460
  nChanged 0
		SP:Iteration 17F (200838.190000 sec): 3 clusters
  Score: Raw -281258.922065 + Penalty 2534.786604 = -278724.135460
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 35 (7045 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (200838.290000 sec): 2 clusters
  Score: Raw -870816.879838 + Penalty 1439.761931 = -869377.117906
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (200838.410000 sec): 3 clusters
  Score: Raw -867017.462477 + Penalty 2879.523863 = -864137.938614
  nChanged 2926
		SP:Iteration 1F (200838.510000 sec): 3 clusters
  Score: Raw -868623.594563 + Penalty 2879.523863 = -865744.070700
  nChanged 527
		SP:Iteration 2F (200838.620000 sec): 3 clusters
  Score: Raw -868973.793466 + Penalty 2879.523863 = -866094.269603
  nChanged 469
		SP:Iteration 3F (200838.740000 sec): 3 clusters
  Score: Raw -869304.206715 + Penalty 2879.523863 = -866424.682852
  nChanged 473
		SP:Iteration 4F (200838.860000 sec): 3 clusters
  Score: Raw -869645.267910 + Penalty 2879.523863 = -866765.744048
  nChanged 457
		SP:Iteration 5F (200838.980000 sec): 3 clusters
  Score: Raw -870011.024799 + Penalty 2879.523863 = -867131.500936
  nChanged 411
		SP:Iteration 6F (200839.100000 sec): 3 clusters
  Score: Raw -870311.429729 + Penalty 2879.523863 = -867431.905867
  nChanged 364
		SP:Iteration 7F (200839.220000 sec): 3 clusters
  Score: Raw -870567.315462 + Penalty 2879.523863 = -867687.791599
  nChanged 313
		SP:Iteration 8Q (200839.330000 sec): 3 clusters
  Score: Raw -870789.312787 + Penalty 2879.523863 = -867909.788924
  nChanged 249
		SP:Iteration 9Q (200839.450000 sec): 3 clusters
  Score: Raw -870979.691052 + Penalty 2879.523863 = -868100.167189
  nChanged 208
		SP:Iteration 10Q (200839.570000 sec): 3 clusters
  Score: Raw -871145.023110 + Penalty 2879.523863 = -868265.499247
  nChanged 171
		SP:Iteration 11Q (200839.690000 sec): 3 clusters
  Score: Raw -871251.278957 + Penalty 2879.523863 = -868371.755094
  nChanged 131
		SP:Iteration 12Q (200839.810000 sec): 3 clusters
  Score: Raw -871327.788278 + Penalty 2879.523863 = -868448.264415
  nChanged 77
		SP:Iteration 13Q (200839.920000 sec): 3 clusters
  Score: Raw -871362.249681 + Penalty 2879.523863 = -868482.725818
  nChanged 43
		SP:Iteration 14Q (200840.040000 sec): 3 clusters
  Score: Raw -871376.177363 + Penalty 2879.523863 = -868496.653500
  nChanged 29
		SP:Iteration 15Q (200840.150000 sec): 3 clusters
  Score: Raw -871383.635725 + Penalty 2879.523863 = -868504.111862
  nChanged 19
		SP:Iteration 16Q (200840.270000 sec): 3 clusters
  Score: Raw -871388.544301 + Penalty 2879.523863 = -868509.020438
  nChanged 16
		SP:Iteration 17Q (200840.380000 sec): 3 clusters
  Score: Raw -871392.061350 + Penalty 2879.523863 = -868512.537487
  nChanged 16
		SP:Iteration 18Q (200840.500000 sec): 3 clusters
  Score: Raw -871395.982536 + Penalty 2879.523863 = -868516.458673
  nChanged 9
		SP:Iteration 19Q (200840.610000 sec): 3 clusters
  Score: Raw -871397.486355 + Penalty 2879.523863 = -868517.962492
  nChanged 8
		SP:Iteration 20F (200840.730000 sec): 3 clusters
  Score: Raw -871398.482271 + Penalty 2879.523863 = -868518.958408
  nChanged 4
		SP:Iteration 21Q (200840.840000 sec): 3 clusters
  Score: Raw -871399.566781 + Penalty 2879.523863 = -868520.042918
  nChanged 5
		SP:Iteration 22Q (200840.960000 sec): 3 clusters
  Score: Raw -871400.366698 + Penalty 2879.523863 = -868520.842835
  nChanged 2
		SP:Iteration 23Q (200841.070000 sec): 3 clusters
  Score: Raw -871400.904785 + Penalty 2879.523863 = -868521.380922
  nChanged 5
		SP:Iteration 24Q (200841.190000 sec): 3 clusters
  Score: Raw -871401.822920 + Penalty 2879.523863 = -868522.299057
  nChanged 3
		SP:Iteration 25Q (200841.300000 sec): 3 clusters
  Score: Raw -871402.107239 + Penalty 2879.523863 = -868522.583376
  nChanged 2
		SP:Iteration 26Q (200841.420000 sec): 3 clusters
  Score: Raw -871402.413462 + Penalty 2879.523863 = -868522.889599
  nChanged 1
		SP:Iteration 27Q (200841.530000 sec): 3 clusters
  Score: Raw -871402.547197 + Penalty 2879.523863 = -868523.023334
  nChanged 3
		SP:Iteration 28Q (200841.640000 sec): 3 clusters
  Score: Raw -871402.854678 + Penalty 2879.523863 = -868523.330815
  nChanged 3
		SP:Iteration 29Q (200841.760000 sec): 3 clusters
  Score: Raw -871403.139177 + Penalty 2879.523863 = -868523.615314
  nChanged 0
		SP:Iteration 30F (200841.880000 sec): 3 clusters
  Score: Raw -871403.139177 + Penalty 2879.523863 = -868523.615314
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 36 (5568 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (200841.970000 sec): 2 clusters
  Score: Raw -663360.445260 + Penalty 1401.528570 = -661958.916690
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (200842.070000 sec): 3 clusters
  Score: Raw -660433.737564 + Penalty 2803.057141 = -657630.680424
  nChanged 2253
		SP:Iteration 1F (200842.170000 sec): 3 clusters
  Score: Raw -661689.854771 + Penalty 2803.057141 = -658886.797631
  nChanged 417
		SP:Iteration 2F (200842.260000 sec): 3 clusters
  Score: Raw -661942.017080 + Penalty 2803.057141 = -659138.959940
  nChanged 347
		SP:Iteration 3F (200842.350000 sec): 3 clusters
  Score: Raw -662139.362057 + Penalty 2803.057141 = -659336.304917
  nChanged 290
		SP:Iteration 4F (200842.450000 sec): 3 clusters
  Score: Raw -662298.691258 + Penalty 2803.057141 = -659495.634118
  nChanged 247
		SP:Iteration 5Q (200842.550000 sec): 3 clusters
  Score: Raw -662433.061257 + Penalty 2803.057141 = -659630.004117
  nChanged 220
		SP:Iteration 6Q (200842.640000 sec): 3 clusters
  Score: Raw -662560.220905 + Penalty 2803.057141 = -659757.163765
  nChanged 190
		SP:Iteration 7Q (200842.740000 sec): 3 clusters
  Score: Raw -662668.545608 + Penalty 2803.057141 = -659865.488467
  nChanged 177
		SP:Iteration 8Q (200842.830000 sec): 3 clusters
  Score: Raw -662754.836420 + Penalty 2803.057141 = -659951.779280
  nChanged 127
		SP:Iteration 9Q (200842.930000 sec): 3 clusters
  Score: Raw -662813.258837 + Penalty 2803.057141 = -660010.201697
  nChanged 96
		SP:Iteration 10Q (200843.030000 sec): 3 clusters
  Score: Raw -662864.871580 + Penalty 2803.057141 = -660061.814439
  nChanged 102
		SP:Iteration 11Q (200843.120000 sec): 3 clusters
  Score: Raw -662920.375246 + Penalty 2803.057141 = -660117.318106
  nChanged 105
		SP:Iteration 12Q (200843.210000 sec): 3 clusters
  Score: Raw -662975.740382 + Penalty 2803.057141 = -660172.683241
  nChanged 91
		SP:Iteration 13Q (200843.310000 sec): 3 clusters
  Score: Raw -663022.237149 + Penalty 2803.057141 = -660219.180008
  nChanged 85
		SP:Iteration 14Q (200843.410000 sec): 3 clusters
  Score: Raw -663072.187897 + Penalty 2803.057141 = -660269.130756
  nChanged 71
		SP:Iteration 15Q (200843.500000 sec): 3 clusters
  Score: Raw -663127.411764 + Penalty 2803.057141 = -660324.354624
  nChanged 75
		SP:Iteration 16Q (200843.590000 sec): 3 clusters
  Score: Raw -663180.424340 + Penalty 2803.057141 = -660377.367199
  nChanged 73
		SP:Iteration 17Q (200843.690000 sec): 3 clusters
  Score: Raw -663220.153844 + Penalty 2803.057141 = -660417.096703
  nChanged 53
		SP:Iteration 18Q (200843.780000 sec): 3 clusters
  Score: Raw -663253.436010 + Penalty 2803.057141 = -660450.378870
  nChanged 49
		SP:Iteration 19Q (200843.870000 sec): 3 clusters
  Score: Raw -663287.125420 + Penalty 2803.057141 = -660484.068279
  nChanged 51
		SP:Iteration 20F (200843.970000 sec): 3 clusters
  Score: Raw -663325.869494 + Penalty 2803.057141 = -660522.812353
  nChanged 49
		SP:Iteration 21Q (200844.060000 sec): 3 clusters
  Score: Raw -663356.413745 + Penalty 2803.057141 = -660553.356604
  nChanged 49
		SP:Iteration 22Q (200844.150000 sec): 3 clusters
  Score: Raw -663385.305470 + Penalty 2803.057141 = -660582.248329
  nChanged 54
		SP:Iteration 23Q (200844.250000 sec): 3 clusters
  Score: Raw -663421.392846 + Penalty 2803.057141 = -660618.335705
  nChanged 50
		SP:Iteration 24Q (200844.340000 sec): 3 clusters
  Score: Raw -663440.552622 + Penalty 2803.057141 = -660637.495482
  nChanged 32
		SP:Iteration 25Q (200844.430000 sec): 3 clusters
  Score: Raw -663459.236600 + Penalty 2803.057141 = -660656.179459
  nChanged 34
		SP:Iteration 26Q (200844.520000 sec): 3 clusters
  Score: Raw -663481.195587 + Penalty 2803.057141 = -660678.138446
  nChanged 39
		SP:Iteration 27Q (200844.610000 sec): 3 clusters
  Score: Raw -663501.070853 + Penalty 2803.057141 = -660698.013712
  nChanged 31
		SP:Iteration 28Q (200844.700000 sec): 3 clusters
  Score: Raw -663517.517112 + Penalty 2803.057141 = -660714.459971
  nChanged 29
		SP:Iteration 29Q (200844.790000 sec): 3 clusters
  Score: Raw -663527.174066 + Penalty 2803.057141 = -660724.116925
  nChanged 15
		SP:Iteration 30Q (200844.880000 sec): 3 clusters
  Score: Raw -663534.654308 + Penalty 2803.057141 = -660731.597168
  nChanged 14
		SP:Iteration 31Q (200844.970000 sec): 3 clusters
  Score: Raw -663539.870504 + Penalty 2803.057141 = -660736.813363
  nChanged 8
		SP:Iteration 32Q (200845.060000 sec): 3 clusters
  Score: Raw -663543.062162 + Penalty 2803.057141 = -660740.005022
  nChanged 9
		SP:Iteration 33Q (200845.150000 sec): 3 clusters
  Score: Raw -663547.371875 + Penalty 2803.057141 = -660744.314734
  nChanged 10
		SP:Iteration 34Q (200845.240000 sec): 3 clusters
  Score: Raw -663550.425739 + Penalty 2803.057141 = -660747.368598
  nChanged 6
		SP:Iteration 35Q (200845.330000 sec): 3 clusters
  Score: Raw -663551.952311 + Penalty 2803.057141 = -660748.895171
  nChanged 3
		SP:Iteration 36Q (200845.420000 sec): 3 clusters
  Score: Raw -663552.588107 + Penalty 2803.057141 = -660749.530966
  nChanged 2
		SP:Iteration 37Q (200845.510000 sec): 3 clusters
  Score: Raw -663553.066968 + Penalty 2803.057141 = -660750.009827
  nChanged 0
		SP:Iteration 38F (200845.610000 sec): 3 clusters
  Score: Raw -663553.066968 + Penalty 2803.057141 = -660750.009827
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 37 (1521 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (200845.670000 sec): 2 clusters
  Score: Raw -173799.033274 + Penalty 1190.657535 = -172608.375740
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (200845.690000 sec): 3 clusters
  Score: Raw -173244.771534 + Penalty 2381.315070 = -170863.456464
  nChanged 519
		SP:Iteration 1F (200845.730000 sec): 3 clusters
  Score: Raw -173622.482414 + Penalty 2381.315070 = -171241.167344
  nChanged 129
		SP:Iteration 2F (200845.750000 sec): 3 clusters
  Score: Raw -173782.438253 + Penalty 2381.315070 = -171401.123183
  nChanged 105
		SP:Iteration 3F (200845.790000 sec): 3 clusters
  Score: Raw -173910.348473 + Penalty 2381.315070 = -171529.033403
  nChanged 68
		SP:Iteration 4Q (200845.810000 sec): 3 clusters
  Score: Raw -173991.516509 + Penalty 2381.315070 = -171610.201439
  nChanged 47
		SP:Iteration 5Q (200845.840000 sec): 3 clusters
  Score: Raw -174037.144274 + Penalty 2381.315070 = -171655.829204
  nChanged 35
		SP:Iteration 6Q (200845.870000 sec): 3 clusters
  Score: Raw -174073.301639 + Penalty 2381.315070 = -171691.986569
  nChanged 28
		SP:Iteration 7Q (200845.900000 sec): 3 clusters
  Score: Raw -174099.936722 + Penalty 2381.315070 = -171718.621652
  nChanged 21
		SP:Iteration 8Q (200845.930000 sec): 3 clusters
  Score: Raw -174116.140665 + Penalty 2381.315070 = -171734.825595
  nChanged 19
		SP:Iteration 9Q (200845.950000 sec): 3 clusters
  Score: Raw -174135.236387 + Penalty 2381.315070 = -171753.921317
  nChanged 23
		SP:Iteration 10Q (200845.980000 sec): 3 clusters
  Score: Raw -174154.632109 + Penalty 2381.315070 = -171773.317039
  nChanged 11
		SP:Iteration 11Q (200846.010000 sec): 3 clusters
  Score: Raw -174160.959732 + Penalty 2381.315070 = -171779.644662
  nChanged 8
		SP:Iteration 12Q (200846.040000 sec): 3 clusters
  Score: Raw -174166.098633 + Penalty 2381.315070 = -171784.783563
  nChanged 12
		SP:Iteration 13Q (200846.070000 sec): 3 clusters
  Score: Raw -174175.826804 + Penalty 2381.315070 = -171794.511734
  nChanged 14
		SP:Iteration 14Q (200846.100000 sec): 3 clusters
  Score: Raw -174187.274583 + Penalty 2381.315070 = -171805.959513
  nChanged 9
		SP:Iteration 15Q (200846.130000 sec): 3 clusters
  Score: Raw -174190.898080 + Penalty 2381.315070 = -171809.583010
  nChanged 5
		SP:Iteration 16Q (200846.160000 sec): 3 clusters
  Score: Raw -174193.396910 + Penalty 2381.315070 = -171812.081840
  nChanged 3
		SP:Iteration 17Q (200846.180000 sec): 3 clusters
  Score: Raw -174195.681753 + Penalty 2381.315070 = -171814.366683
  nChanged 5
		SP:Iteration 18Q (200846.210000 sec): 3 clusters
  Score: Raw -174198.989805 + Penalty 2381.315070 = -171817.674735
  nChanged 2
		SP:Iteration 19Q (200846.240000 sec): 3 clusters
  Score: Raw -174201.493035 + Penalty 2381.315070 = -171820.177965
  nChanged 1
		SP:Iteration 20F (200846.270000 sec): 3 clusters
  Score: Raw -174201.895501 + Penalty 2381.315070 = -171820.580431
  nChanged 1
		SP:Iteration 21Q (200846.300000 sec): 3 clusters
  Score: Raw -174202.257498 + Penalty 2381.315070 = -171820.942428
  nChanged 1
		SP:Iteration 22Q (200846.320000 sec): 3 clusters
  Score: Raw -174202.455968 + Penalty 2381.315070 = -171821.140898
  nChanged 0
		SP:Iteration 23F (200846.350000 sec): 3 clusters
  Score: Raw -174202.455968 + Penalty 2381.315070 = -171821.140898
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 38 (2424 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (200846.420000 sec): 2 clusters
  Score: Raw -273160.723040 + Penalty 1266.390831 = -271894.332209
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (200846.460000 sec): 3 clusters
  Score: Raw -272071.120553 + Penalty 2532.781663 = -269538.338890
  nChanged 910
		SP:Iteration 1F (200846.510000 sec): 3 clusters
  Score: Raw -272678.618442 + Penalty 2532.781663 = -270145.836779
  nChanged 231
		SP:Iteration 2F (200846.560000 sec): 3 clusters
  Score: Raw -272863.005731 + Penalty 2532.781663 = -270330.224068
  nChanged 156
		SP:Iteration 3F (200846.600000 sec): 3 clusters
  Score: Raw -272990.481920 + Penalty 2532.781663 = -270457.700257
  nChanged 118
		SP:Iteration 4Q (200846.650000 sec): 3 clusters
  Score: Raw -273066.132071 + Penalty 2532.781663 = -270533.350408
  nChanged 86
		SP:Iteration 5Q (200846.690000 sec): 3 clusters
  Score: Raw -273128.700900 + Penalty 2532.781663 = -270595.919238
  nChanged 82
		SP:Iteration 6Q (200846.740000 sec): 3 clusters
  Score: Raw -273189.607389 + Penalty 2532.781663 = -270656.825726
  nChanged 67
		SP:Iteration 7Q (200846.780000 sec): 3 clusters
  Score: Raw -273234.346677 + Penalty 2532.781663 = -270701.565014
  nChanged 64
		SP:Iteration 8Q (200846.820000 sec): 3 clusters
  Score: Raw -273279.574803 + Penalty 2532.781663 = -270746.793141
  nChanged 62
		SP:Iteration 9Q (200846.870000 sec): 3 clusters
  Score: Raw -273334.642612 + Penalty 2532.781663 = -270801.860949
  nChanged 63
		SP:Iteration 10Q (200846.910000 sec): 3 clusters
  Score: Raw -273376.024012 + Penalty 2532.781663 = -270843.242350
  nChanged 48
		SP:Iteration 11Q (200846.960000 sec): 3 clusters
  Score: Raw -273414.219860 + Penalty 2532.781663 = -270881.438197
  nChanged 50
		SP:Iteration 12Q (200847.000000 sec): 3 clusters
  Score: Raw -273455.368738 + Penalty 2532.781663 = -270922.587075
  nChanged 39
		SP:Iteration 13Q (200847.040000 sec): 3 clusters
  Score: Raw -273484.623608 + Penalty 2532.781663 = -270951.841946
  nChanged 38
		SP:Iteration 14Q (200847.090000 sec): 3 clusters
  Score: Raw -273512.189031 + Penalty 2532.781663 = -270979.407368
  nChanged 21
		SP:Iteration 15Q (200847.130000 sec): 3 clusters
  Score: Raw -273530.571855 + Penalty 2532.781663 = -270997.790193
  nChanged 20
		SP:Iteration 16Q (200847.170000 sec): 3 clusters
  Score: Raw -273546.911067 + Penalty 2532.781663 = -271014.129404
  nChanged 24
		SP:Iteration 17Q (200847.220000 sec): 3 clusters
  Score: Raw -273565.419129 + Penalty 2532.781663 = -271032.637466
  nChanged 20
		SP:Iteration 18Q (200847.260000 sec): 3 clusters
  Score: Raw -273580.892988 + Penalty 2532.781663 = -271048.111325
  nChanged 17
		SP:Iteration 19Q (200847.300000 sec): 3 clusters
  Score: Raw -273594.023219 + Penalty 2532.781663 = -271061.241557
  nChanged 16
		SP:Iteration 20F (200847.350000 sec): 3 clusters
  Score: Raw -273606.919966 + Penalty 2532.781663 = -271074.138303
  nChanged 18
		SP:Iteration 21Q (200847.390000 sec): 3 clusters
  Score: Raw -273622.236888 + Penalty 2532.781663 = -271089.455225
  nChanged 20
		SP:Iteration 22Q (200847.440000 sec): 3 clusters
  Score: Raw -273645.084017 + Penalty 2532.781663 = -271112.302354
  nChanged 18
		SP:Iteration 23Q (200847.480000 sec): 3 clusters
  Score: Raw -273666.417917 + Penalty 2532.781663 = -271133.636255
  nChanged 14
		SP:Iteration 24Q (200847.520000 sec): 3 clusters
  Score: Raw -273678.606648 + Penalty 2532.781663 = -271145.824986
  nChanged 9
		SP:Iteration 25Q (200847.560000 sec): 3 clusters
  Score: Raw -273686.315243 + Penalty 2532.781663 = -271153.533580
  nChanged 6
		SP:Iteration 26Q (200847.610000 sec): 3 clusters
  Score: Raw -273690.875037 + Penalty 2532.781663 = -271158.093374
  nChanged 7
		SP:Iteration 27Q (200847.650000 sec): 3 clusters
  Score: Raw -273696.681559 + Penalty 2532.781663 = -271163.899897
  nChanged 3
		SP:Iteration 28Q (200847.700000 sec): 3 clusters
  Score: Raw -273699.117677 + Penalty 2532.781663 = -271166.336014
  nChanged 2
		SP:Iteration 29Q (200847.740000 sec): 3 clusters
  Score: Raw -273700.351830 + Penalty 2532.781663 = -271167.570168
  nChanged 1
		SP:Iteration 30Q (200847.780000 sec): 3 clusters
  Score: Raw -273700.652745 + Penalty 2532.781663 = -271167.871082
  nChanged 0
		SP:Iteration 31F (200847.820000 sec): 3 clusters
  Score: Raw -273700.652745 + Penalty 2532.781663 = -271167.871082
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 39 (17836 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (200848.020000 sec): 2 clusters
  Score: Raw -2077636.752025 + Penalty 1590.708302 = -2076046.043724
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (200848.260000 sec): 3 clusters
  Score: Raw -2066991.360945 + Penalty 3181.416604 = -2063809.944341
  nChanged 8023
		SP:Iteration 1F (200848.520000 sec): 3 clusters
  Score: Raw -2071384.881165 + Penalty 3181.416604 = -2068203.464561
  nChanged 982
		SP:Iteration 2F (200848.750000 sec): 3 clusters
  Score: Raw -2071794.601770 + Penalty 3181.416604 = -2068613.185166
  nChanged 919
		SP:Iteration 3F (200849.040000 sec): 3 clusters
  Score: Raw -2072145.059435 + Penalty 3181.416604 = -2068963.642831
  nChanged 779
		SP:Iteration 4Q (200849.290000 sec): 3 clusters
  Score: Raw -2072439.842339 + Penalty 3181.416604 = -2069258.425735
  nChanged 759
		SP:Iteration 5Q (200849.520000 sec): 3 clusters
  Score: Raw -2072723.606435 + Penalty 3181.416604 = -2069542.189832
  nChanged 697
		SP:Iteration 6Q (200849.780000 sec): 3 clusters
  Score: Raw -2072980.538954 + Penalty 3181.416604 = -2069799.122351
  nChanged 647
		SP:Iteration 7Q (200850.010000 sec): 3 clusters
  Score: Raw -2073215.177322 + Penalty 3181.416604 = -2070033.760718
  nChanged 626
		SP:Iteration 8Q (200850.260000 sec): 3 clusters
  Score: Raw -2073410.529728 + Penalty 3181.416604 = -2070229.113125
  nChanged 529
		SP:Iteration 9Q (200850.490000 sec): 3 clusters
  Score: Raw -2073577.601373 + Penalty 3181.416604 = -2070396.184769
  nChanged 490
		SP:Iteration 10Q (200850.740000 sec): 3 clusters
  Score: Raw -2073718.581000 + Penalty 3181.416604 = -2070537.164396
  nChanged 436
		SP:Iteration 11Q (200850.980000 sec): 3 clusters
  Score: Raw -2073850.154481 + Penalty 3181.416604 = -2070668.737877
  nChanged 449
		SP:Iteration 12Q (200851.230000 sec): 3 clusters
  Score: Raw -2074018.023613 + Penalty 3181.416604 = -2070836.607009
  nChanged 539
		SP:Iteration 13Q (200851.460000 sec): 3 clusters
  Score: Raw -2074261.331244 + Penalty 3181.416604 = -2071079.914640
  nChanged 522
		SP:Iteration 14Q (200851.710000 sec): 3 clusters
  Score: Raw -2074539.575282 + Penalty 3181.416604 = -2071358.158678
  nChanged 590
		SP:Iteration 15Q (200851.940000 sec): 3 clusters
  Score: Raw -2074886.688691 + Penalty 3181.416604 = -2071705.272087
  nChanged 612
		SP:Iteration 16Q (200852.180000 sec): 3 clusters
  Score: Raw -2075206.054940 + Penalty 3181.416604 = -2072024.638336
  nChanged 501
		SP:Iteration 17Q (200852.410000 sec): 3 clusters
  Score: Raw -2075443.973541 + Penalty 3181.416604 = -2072262.556937
  nChanged 405
		SP:Iteration 18Q (200852.660000 sec): 3 clusters
  Score: Raw -2075590.676900 + Penalty 3181.416604 = -2072409.260296
  nChanged 319
		SP:Iteration 19Q (200852.880000 sec): 3 clusters
  Score: Raw -2075709.316863 + Penalty 3181.416604 = -2072527.900259
  nChanged 293
		SP:Iteration 20F (200853.140000 sec): 3 clusters
  Score: Raw -2075811.153434 + Penalty 3181.416604 = -2072629.736830
  nChanged 296
		SP:Iteration 21Q (200853.360000 sec): 3 clusters
  Score: Raw -2075918.137664 + Penalty 3181.416604 = -2072736.721060
  nChanged 300
		SP:Iteration 22Q (200853.610000 sec): 3 clusters
  Score: Raw -2076030.912533 + Penalty 3181.416604 = -2072849.495929
  nChanged 298
		SP:Iteration 23Q (200853.860000 sec): 3 clusters
  Score: Raw -2076156.957726 + Penalty 3181.416604 = -2072975.541122
  nChanged 332
		SP:Iteration 24Q (200854.100000 sec): 3 clusters
  Score: Raw -2076309.536150 + Penalty 3181.416604 = -2073128.119547
  nChanged 347
		SP:Iteration 25Q (200854.320000 sec): 3 clusters
  Score: Raw -2076473.743014 + Penalty 3181.416604 = -2073292.326410
  nChanged 329
		SP:Iteration 26Q (200854.560000 sec): 3 clusters
  Score: Raw -2076636.027183 + Penalty 3181.416604 = -2073454.610579
  nChanged 328
		SP:Iteration 27Q (200854.820000 sec): 3 clusters
  Score: Raw -2076817.493848 + Penalty 3181.416604 = -2073636.077244
  nChanged 309
		SP:Iteration 28Q (200855.060000 sec): 3 clusters
  Score: Raw -2077008.526681 + Penalty 3181.416604 = -2073827.110078
  nChanged 314
		SP:Iteration 29Q (200855.310000 sec): 3 clusters
  Score: Raw -2077210.445799 + Penalty 3181.416604 = -2074029.029195
  nChanged 298
		SP:Iteration 30Q (200855.550000 sec): 3 clusters
  Score: Raw -2077412.501058 + Penalty 3181.416604 = -2074231.084455
  nChanged 262
		SP:Iteration 31Q (200855.770000 sec): 3 clusters
  Score: Raw -2077582.710668 + Penalty 3181.416604 = -2074401.294064
  nChanged 229
		SP:Iteration 32Q (200856.000000 sec): 3 clusters
  Score: Raw -2077701.941191 + Penalty 3181.416604 = -2074520.524587
  nChanged 149
		SP:Iteration 33Q (200856.260000 sec): 3 clusters
  Score: Raw -2077765.685886 + Penalty 3181.416604 = -2074584.269282
  nChanged 134
		SP:Iteration 34Q (200856.480000 sec): 3 clusters
  Score: Raw -2077822.242754 + Penalty 3181.416604 = -2074640.826150
  nChanged 111
		SP:Iteration 35Q (200856.740000 sec): 3 clusters
  Score: Raw -2077863.337370 + Penalty 3181.416604 = -2074681.920766
  nChanged 90
		SP:Iteration 36Q (200856.960000 sec): 3 clusters
  Score: Raw -2077898.387839 + Penalty 3181.416604 = -2074716.971236
  nChanged 82
		SP:Iteration 37Q (200857.220000 sec): 3 clusters
  Score: Raw -2077926.730049 + Penalty 3181.416604 = -2074745.313445
  nChanged 64
		SP:Iteration 38Q (200857.440000 sec): 3 clusters
  Score: Raw -2077945.982718 + Penalty 3181.416604 = -2074764.566114
  nChanged 75
		SP:Iteration 39Q (200857.700000 sec): 3 clusters
  Score: Raw -2077972.773997 + Penalty 3181.416604 = -2074791.357393
  nChanged 56
		SP:Iteration 40F (200857.940000 sec): 3 clusters
  Score: Raw -2077996.715699 + Penalty 3181.416604 = -2074815.299095
  nChanged 43
		SP:Iteration 41Q (200858.190000 sec): 3 clusters
  Score: Raw -2078008.439541 + Penalty 3181.416604 = -2074827.022937
  nChanged 39
		SP:Iteration 42Q (200858.400000 sec): 3 clusters
  Score: Raw -2078017.703430 + Penalty 3181.416604 = -2074836.286826
  nChanged 29
		SP:Iteration 43Q (200858.670000 sec): 3 clusters
  Score: Raw -2078025.046855 + Penalty 3181.416604 = -2074843.630251
  nChanged 26
		SP:Iteration 44Q (200858.890000 sec): 3 clusters
  Score: Raw -2078029.809350 + Penalty 3181.416604 = -2074848.392746
  nChanged 27
		SP:Iteration 45Q (200859.150000 sec): 3 clusters
  Score: Raw -2078035.146647 + Penalty 3181.416604 = -2074853.730043
  nChanged 23
		SP:Iteration 46Q (200859.370000 sec): 3 clusters
  Score: Raw -2078039.746436 + Penalty 3181.416604 = -2074858.329832
  nChanged 24
		SP:Iteration 47Q (200859.640000 sec): 3 clusters
  Score: Raw -2078043.614269 + Penalty 3181.416604 = -2074862.197665
  nChanged 11
		SP:Iteration 48Q (200859.850000 sec): 3 clusters
  Score: Raw -2078045.637622 + Penalty 3181.416604 = -2074864.221018
  nChanged 11
		SP:Iteration 49Q (200860.120000 sec): 3 clusters
  Score: Raw -2078047.478762 + Penalty 3181.416604 = -2074866.062158
  nChanged 9
		SP:Iteration 50Q (200860.340000 sec): 3 clusters
  Score: Raw -2078048.894356 + Penalty 3181.416604 = -2074867.477752
  nChanged 12
		SP:Iteration 51Q (200860.590000 sec): 3 clusters
  Score: Raw -2078050.536164 + Penalty 3181.416604 = -2074869.119560
  nChanged 11
		SP:Iteration 52Q (200860.810000 sec): 3 clusters
  Score: Raw -2078052.889019 + Penalty 3181.416604 = -2074871.472415
  nChanged 13
		SP:Iteration 53Q (200861.080000 sec): 3 clusters
  Score: Raw -2078055.093206 + Penalty 3181.416604 = -2074873.676603
  nChanged 12
		SP:Iteration 54Q (200861.290000 sec): 3 clusters
  Score: Raw -2078057.863601 + Penalty 3181.416604 = -2074876.446997
  nChanged 14
		SP:Iteration 55Q (200861.560000 sec): 3 clusters
  Score: Raw -2078061.493800 + Penalty 3181.416604 = -2074880.077196
  nChanged 22
		SP:Iteration 56Q (200861.780000 sec): 3 clusters
  Score: Raw -2078068.632186 + Penalty 3181.416604 = -2074887.215582
  nChanged 30
		SP:Iteration 57Q (200862.040000 sec): 3 clusters
  Score: Raw -2078078.621197 + Penalty 3181.416604 = -2074897.204593
  nChanged 33
		SP:Iteration 58Q (200862.260000 sec): 3 clusters
  Score: Raw -2078089.392075 + Penalty 3181.416604 = -2074907.975471
  nChanged 26
		SP:Iteration 59Q (200862.520000 sec): 3 clusters
  Score: Raw -2078096.903409 + Penalty 3181.416604 = -2074915.486805
  nChanged 22
		SP:Iteration 60F (200862.760000 sec): 3 clusters
  Score: Raw -2078101.831593 + Penalty 3181.416604 = -2074920.414990
  nChanged 25
		SP:Iteration 61Q (200863.000000 sec): 3 clusters
  Score: Raw -2078107.590064 + Penalty 3181.416604 = -2074926.173460
  nChanged 18
		SP:Iteration 62Q (200863.220000 sec): 3 clusters
  Score: Raw -2078112.276747 + Penalty 3181.416604 = -2074930.860143
  nChanged 22
		SP:Iteration 63Q (200863.510000 sec): 3 clusters
  Score: Raw -2078118.236786 + Penalty 3181.416604 = -2074936.820182
  nChanged 19
		SP:Iteration 64Q (200863.760000 sec): 3 clusters
  Score: Raw -2078122.690760 + Penalty 3181.416604 = -2074941.274156
  nChanged 18
		SP:Iteration 65Q (200863.980000 sec): 3 clusters
  Score: Raw -2078129.063922 + Penalty 3181.416604 = -2074947.647318
  nChanged 20
		SP:Iteration 66Q (200864.200000 sec): 3 clusters
  Score: Raw -2078133.501775 + Penalty 3181.416604 = -2074952.085172
  nChanged 18
		SP:Iteration 67Q (200864.460000 sec): 3 clusters
  Score: Raw -2078136.989617 + Penalty 3181.416604 = -2074955.573013
  nChanged 8
		SP:Iteration 68Q (200864.680000 sec): 3 clusters
  Score: Raw -2078138.856543 + Penalty 3181.416604 = -2074957.439939
  nChanged 12
		SP:Iteration 69Q (200864.940000 sec): 3 clusters
  Score: Raw -2078141.373988 + Penalty 3181.416604 = -2074959.957385
  nChanged 9
		SP:Iteration 70Q (200865.160000 sec): 3 clusters
  Score: Raw -2078143.164159 + Penalty 3181.416604 = -2074961.747555
  nChanged 12
		SP:Iteration 71Q (200865.420000 sec): 3 clusters
  Score: Raw -2078145.263182 + Penalty 3181.416604 = -2074963.846579
  nChanged 6
		SP:Iteration 72Q (200865.640000 sec): 3 clusters
  Score: Raw -2078146.212361 + Penalty 3181.416604 = -2074964.795758
  nChanged 5
		SP:Iteration 73Q (200865.890000 sec): 3 clusters
  Score: Raw -2078146.772475 + Penalty 3181.416604 = -2074965.355871
  nChanged 4
		SP:Iteration 74Q (200866.110000 sec): 3 clusters
  Score: Raw -2078147.372765 + Penalty 3181.416604 = -2074965.956161
  nChanged 2
		SP:Iteration 75Q (200866.340000 sec): 3 clusters
  Score: Raw -2078147.768183 + Penalty 3181.416604 = -2074966.351579
  nChanged 1
		SP:Iteration 76Q (200866.580000 sec): 3 clusters
  Score: Raw -2078148.074982 + Penalty 3181.416604 = -2074966.658378
  nChanged 2
		SP:Iteration 77Q (200866.810000 sec): 3 clusters
  Score: Raw -2078148.384708 + Penalty 3181.416604 = -2074966.968104
  nChanged 1
		SP:Iteration 78Q (200867.050000 sec): 3 clusters
  Score: Raw -2078148.810967 + Penalty 3181.416604 = -2074967.394363
  nChanged 2
		SP:Iteration 79Q (200867.290000 sec): 3 clusters
  Score: Raw -2078149.042291 + Penalty 3181.416604 = -2074967.625687
  nChanged 1
		SP:Iteration 80F (200867.550000 sec): 3 clusters
  Score: Raw -2078149.148396 + Penalty 3181.416604 = -2074967.731792
  nChanged 1
		SP:Iteration 81Q (200867.820000 sec): 3 clusters
  Score: Raw -2078149.387404 + Penalty 3181.416604 = -2074967.970801
  nChanged 2
		SP:Iteration 82Q (200868.030000 sec): 3 clusters
  Score: Raw -2078149.750877 + Penalty 3181.416604 = -2074968.334273
  nChanged 3
		SP:Iteration 83Q (200868.300000 sec): 3 clusters
  Score: Raw -2078150.287228 + Penalty 3181.416604 = -2074968.870624
  nChanged 3
		SP:Iteration 84Q (200868.510000 sec): 3 clusters
  Score: Raw -2078150.776110 + Penalty 3181.416604 = -2074969.359506
  nChanged 5
		SP:Iteration 85Q (200868.780000 sec): 3 clusters
  Score: Raw -2078151.428668 + Penalty 3181.416604 = -2074970.012064
  nChanged 2
		SP:Iteration 86Q (200868.990000 sec): 3 clusters
  Score: Raw -2078151.655134 + Penalty 3181.416604 = -2074970.238530
  nChanged 1
		SP:Iteration 87Q (200869.260000 sec): 3 clusters
  Score: Raw -2078151.814520 + Penalty 3181.416604 = -2074970.397916
  nChanged 1
		SP:Iteration 88Q (200869.470000 sec): 3 clusters
  Score: Raw -2078152.190996 + Penalty 3181.416604 = -2074970.774392
  nChanged 3
		SP:Iteration 89Q (200869.740000 sec): 3 clusters
  Score: Raw -2078152.538180 + Penalty 3181.416604 = -2074971.121577
  nChanged 1
		SP:Iteration 90Q (200869.950000 sec): 3 clusters
  Score: Raw -2078152.689321 + Penalty 3181.416604 = -2074971.272718
  nChanged 2
		SP:Iteration 91Q (200870.210000 sec): 3 clusters
  Score: Raw -2078152.849253 + Penalty 3181.416604 = -2074971.432649
  nChanged 1
		SP:Iteration 92Q (200870.430000 sec): 3 clusters
  Score: Raw -2078152.946882 + Penalty 3181.416604 = -2074971.530278
  nChanged 0
		SP:Iteration 93F (200870.720000 sec): 3 clusters
  Score: Raw -2078152.946882 + Penalty 3181.416604 = -2074971.530278
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 40 (12824 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (200870.840000 sec): 2 clusters
  Score: Raw -1511565.348895 + Penalty 1537.099475 = -1510028.249420
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (200871.050000 sec): 3 clusters
  Score: Raw -1504128.209137 + Penalty 3074.198951 = -1501054.010187
  nChanged 5691
		SP:Iteration 1F (200871.220000 sec): 3 clusters
  Score: Raw -1507269.252397 + Penalty 3074.198951 = -1504195.053447
  nChanged 820
		SP:Iteration 2F (200871.420000 sec): 3 clusters
  Score: Raw -1507714.116686 + Penalty 3074.198951 = -1504639.917736
  nChanged 787
		SP:Iteration 3F (200871.610000 sec): 3 clusters
  Score: Raw -1508243.572842 + Penalty 3074.198951 = -1505169.373891
  nChanged 817
		SP:Iteration 4F (200871.780000 sec): 3 clusters
  Score: Raw -1508838.008721 + Penalty 3074.198951 = -1505763.809770
  nChanged 831
		SP:Iteration 5F (200871.950000 sec): 3 clusters
  Score: Raw -1509531.082255 + Penalty 3074.198951 = -1506456.883304
  nChanged 825
		SP:Iteration 6F (200872.150000 sec): 3 clusters
  Score: Raw -1510143.302952 + Penalty 3074.198951 = -1507069.104001
  nChanged 732
		SP:Iteration 7F (200872.320000 sec): 3 clusters
  Score: Raw -1510684.697522 + Penalty 3074.198951 = -1507610.498571
  nChanged 674
		SP:Iteration 8F (200872.490000 sec): 3 clusters
  Score: Raw -1511158.704623 + Penalty 3074.198951 = -1508084.505672
  nChanged 551
		SP:Iteration 9Q (200872.690000 sec): 3 clusters
  Score: Raw -1511489.874184 + Penalty 3074.198951 = -1508415.675233
  nChanged 414
		SP:Iteration 10Q (200872.870000 sec): 3 clusters
  Score: Raw -1511691.684525 + Penalty 3074.198951 = -1508617.485574
  nChanged 291
		SP:Iteration 11Q (200873.040000 sec): 3 clusters
  Score: Raw -1511813.023204 + Penalty 3074.198951 = -1508738.824254
  nChanged 226
		SP:Iteration 12Q (200873.240000 sec): 3 clusters
  Score: Raw -1511897.339065 + Penalty 3074.198951 = -1508823.140114
  nChanged 180
		SP:Iteration 13Q (200873.400000 sec): 3 clusters
  Score: Raw -1511958.276442 + Penalty 3074.198951 = -1508884.077491
  nChanged 152
		SP:Iteration 14Q (200873.590000 sec): 3 clusters
  Score: Raw -1511999.618348 + Penalty 3074.198951 = -1508925.419397
  nChanged 114
		SP:Iteration 15Q (200873.770000 sec): 3 clusters
  Score: Raw -1512029.090049 + Penalty 3074.198951 = -1508954.891098
  nChanged 86
		SP:Iteration 16Q (200873.940000 sec): 3 clusters
  Score: Raw -1512045.930229 + Penalty 3074.198951 = -1508971.731278
  nChanged 65
		SP:Iteration 17Q (200874.130000 sec): 3 clusters
  Score: Raw -1512054.639810 + Penalty 3074.198951 = -1508980.440859
  nChanged 44
		SP:Iteration 18Q (200874.310000 sec): 3 clusters
  Score: Raw -1512061.271207 + Penalty 3074.198951 = -1508987.072256
  nChanged 42
		SP:Iteration 19Q (200874.480000 sec): 3 clusters
  Score: Raw -1512067.063712 + Penalty 3074.198951 = -1508992.864761
  nChanged 40
		SP:Iteration 20F (200874.650000 sec): 3 clusters
  Score: Raw -1512072.222748 + Penalty 3074.198951 = -1508998.023797
  nChanged 39
		SP:Iteration 21Q (200874.850000 sec): 3 clusters
  Score: Raw -1512077.074259 + Penalty 3074.198951 = -1509002.875308
  nChanged 32
		SP:Iteration 22Q (200875.020000 sec): 3 clusters
  Score: Raw -1512081.139946 + Penalty 3074.198951 = -1509006.940995
  nChanged 25
		SP:Iteration 23Q (200875.190000 sec): 3 clusters
  Score: Raw -1512083.877818 + Penalty 3074.198951 = -1509009.678868
  nChanged 20
		SP:Iteration 24Q (200875.380000 sec): 3 clusters
  Score: Raw -1512086.085671 + Penalty 3074.198951 = -1509011.886720
  nChanged 16
		SP:Iteration 25Q (200875.550000 sec): 3 clusters
  Score: Raw -1512087.796781 + Penalty 3074.198951 = -1509013.597830
  nChanged 16
		SP:Iteration 26Q (200875.740000 sec): 3 clusters
  Score: Raw -1512089.364226 + Penalty 3074.198951 = -1509015.165275
  nChanged 18
		SP:Iteration 27Q (200875.920000 sec): 3 clusters
  Score: Raw -1512091.111422 + Penalty 3074.198951 = -1509016.912471
  nChanged 17
		SP:Iteration 28Q (200876.090000 sec): 3 clusters
  Score: Raw -1512093.209164 + Penalty 3074.198951 = -1509019.010214
  nChanged 22
		SP:Iteration 29Q (200876.280000 sec): 3 clusters
  Score: Raw -1512095.629839 + Penalty 3074.198951 = -1509021.430889
  nChanged 22
		SP:Iteration 30Q (200876.470000 sec): 3 clusters
  Score: Raw -1512097.617294 + Penalty 3074.198951 = -1509023.418344
  nChanged 15
		SP:Iteration 31Q (200876.640000 sec): 3 clusters
  Score: Raw -1512098.735298 + Penalty 3074.198951 = -1509024.536348
  nChanged 11
		SP:Iteration 32Q (200876.800000 sec): 3 clusters
  Score: Raw -1512100.081864 + Penalty 3074.198951 = -1509025.882913
  nChanged 12
		SP:Iteration 33Q (200876.990000 sec): 3 clusters
  Score: Raw -1512101.047808 + Penalty 3074.198951 = -1509026.848857
  nChanged 9
		SP:Iteration 34Q (200877.160000 sec): 3 clusters
  Score: Raw -1512102.101520 + Penalty 3074.198951 = -1509027.902569
  nChanged 10
		SP:Iteration 35Q (200877.350000 sec): 3 clusters
  Score: Raw -1512102.786970 + Penalty 3074.198951 = -1509028.588020
  nChanged 4
		SP:Iteration 36Q (200877.520000 sec): 3 clusters
  Score: Raw -1512103.034701 + Penalty 3074.198951 = -1509028.835750
  nChanged 5
		SP:Iteration 37Q (200877.680000 sec): 3 clusters
  Score: Raw -1512103.424959 + Penalty 3074.198951 = -1509029.226008
  nChanged 6
		SP:Iteration 38Q (200877.870000 sec): 3 clusters
  Score: Raw -1512103.858353 + Penalty 3074.198951 = -1509029.659403
  nChanged 5
		SP:Iteration 39Q (200878.040000 sec): 3 clusters
  Score: Raw -1512104.267707 + Penalty 3074.198951 = -1509030.068757
  nChanged 5
		SP:Iteration 40F (200878.210000 sec): 3 clusters
  Score: Raw -1512104.553954 + Penalty 3074.198951 = -1509030.355003
  nChanged 3
		SP:Iteration 41Q (200878.410000 sec): 3 clusters
  Score: Raw -1512104.793763 + Penalty 3074.198951 = -1509030.594813
  nChanged 3
		SP:Iteration 42Q (200878.580000 sec): 3 clusters
  Score: Raw -1512105.374260 + Penalty 3074.198951 = -1509031.175309
  nChanged 4
		SP:Iteration 43Q (200878.750000 sec): 3 clusters
  Score: Raw -1512105.703887 + Penalty 3074.198951 = -1509031.504936
  nChanged 5
		SP:Iteration 44Q (200878.950000 sec): 3 clusters
  Score: Raw -1512106.014119 + Penalty 3074.198951 = -1509031.815169
  nChanged 5
		SP:Iteration 45Q (200879.120000 sec): 3 clusters
  Score: Raw -1512106.266448 + Penalty 3074.198951 = -1509032.067498
  nChanged 4
		SP:Iteration 46Q (200879.310000 sec): 3 clusters
  Score: Raw -1512107.113488 + Penalty 3074.198951 = -1509032.914537
  nChanged 9
		SP:Iteration 47Q (200879.500000 sec): 3 clusters
  Score: Raw -1512108.723037 + Penalty 3074.198951 = -1509034.524086
  nChanged 20
		SP:Iteration 48Q (200879.660000 sec): 3 clusters
  Score: Raw -1512111.518954 + Penalty 3074.198951 = -1509037.320003
  nChanged 18
		SP:Iteration 49Q (200879.830000 sec): 3 clusters
  Score: Raw -1512114.059873 + Penalty 3074.198951 = -1509039.860922
  nChanged 28
		SP:Iteration 50Q (200880.030000 sec): 3 clusters
  Score: Raw -1512117.785050 + Penalty 3074.198951 = -1509043.586099
  nChanged 26
		SP:Iteration 51Q (200880.200000 sec): 3 clusters
  Score: Raw -1512120.707346 + Penalty 3074.198951 = -1509046.508396
  nChanged 20
		SP:Iteration 52Q (200880.390000 sec): 3 clusters
  Score: Raw -1512123.043206 + Penalty 3074.198951 = -1509048.844255
  nChanged 20
		SP:Iteration 53Q (200880.570000 sec): 3 clusters
  Score: Raw -1512125.191788 + Penalty 3074.198951 = -1509050.992837
  nChanged 20
		SP:Iteration 54Q (200880.740000 sec): 3 clusters
  Score: Raw -1512128.180362 + Penalty 3074.198951 = -1509053.981411
  nChanged 25
		SP:Iteration 55Q (200880.920000 sec): 3 clusters
  Score: Raw -1512131.254047 + Penalty 3074.198951 = -1509057.055096
  nChanged 27
		SP:Iteration 56Q (200881.110000 sec): 3 clusters
  Score: Raw -1512135.236329 + Penalty 3074.198951 = -1509061.037378
  nChanged 32
		SP:Iteration 57Q (200881.280000 sec): 3 clusters
  Score: Raw -1512139.600338 + Penalty 3074.198951 = -1509065.401387
  nChanged 29
		SP:Iteration 58Q (200881.440000 sec): 3 clusters
  Score: Raw -1512145.025850 + Penalty 3074.198951 = -1509070.826899
  nChanged 39
		SP:Iteration 59Q (200881.640000 sec): 3 clusters
  Score: Raw -1512152.506613 + Penalty 3074.198951 = -1509078.307663
  nChanged 29
		SP:Iteration 60F (200881.820000 sec): 3 clusters
  Score: Raw -1512156.563979 + Penalty 3074.198951 = -1509082.365028
  nChanged 28
		SP:Iteration 61Q (200882.010000 sec): 3 clusters
  Score: Raw -1512160.714437 + Penalty 3074.198951 = -1509086.515487
  nChanged 31
		SP:Iteration 62Q (200882.160000 sec): 3 clusters
  Score: Raw -1512166.370062 + Penalty 3074.198951 = -1509092.171112
  nChanged 40
		SP:Iteration 63Q (200882.330000 sec): 3 clusters
  Score: Raw -1512173.989930 + Penalty 3074.198951 = -1509099.790979
  nChanged 43
		SP:Iteration 64Q (200882.520000 sec): 3 clusters
  Score: Raw -1512181.709791 + Penalty 3074.198951 = -1509107.510840
  nChanged 33
		SP:Iteration 65Q (200882.690000 sec): 3 clusters
  Score: Raw -1512186.336760 + Penalty 3074.198951 = -1509112.137810
  nChanged 26
		SP:Iteration 66Q (200882.850000 sec): 3 clusters
  Score: Raw -1512190.810626 + Penalty 3074.198951 = -1509116.611675
  nChanged 23
		SP:Iteration 67Q (200883.040000 sec): 3 clusters
  Score: Raw -1512193.877985 + Penalty 3074.198951 = -1509119.679034
  nChanged 26
		SP:Iteration 68Q (200883.210000 sec): 3 clusters
  Score: Raw -1512196.658720 + Penalty 3074.198951 = -1509122.459769
  nChanged 19
		SP:Iteration 69Q (200883.380000 sec): 3 clusters
  Score: Raw -1512198.462433 + Penalty 3074.198951 = -1509124.263483
  nChanged 15
		SP:Iteration 70Q (200883.570000 sec): 3 clusters
  Score: Raw -1512200.030795 + Penalty 3074.198951 = -1509125.831845
  nChanged 11
		SP:Iteration 71Q (200883.740000 sec): 3 clusters
  Score: Raw -1512201.222057 + Penalty 3074.198951 = -1509127.023106
  nChanged 7
		SP:Iteration 72Q (200883.960000 sec): 3 clusters
  Score: Raw -1512201.808295 + Penalty 3074.198951 = -1509127.609344
  nChanged 6
		SP:Iteration 73Q (200884.120000 sec): 3 clusters
  Score: Raw -1512202.197595 + Penalty 3074.198951 = -1509127.998644
  nChanged 4
		SP:Iteration 74Q (200884.290000 sec): 3 clusters
  Score: Raw -1512202.923707 + Penalty 3074.198951 = -1509128.724757
  nChanged 5
		SP:Iteration 75Q (200884.460000 sec): 3 clusters
  Score: Raw -1512203.352398 + Penalty 3074.198951 = -1509129.153447
  nChanged 2
		SP:Iteration 76Q (200884.640000 sec): 3 clusters
  Score: Raw -1512203.443740 + Penalty 3074.198951 = -1509129.244790
  nChanged 5
		SP:Iteration 77Q (200884.810000 sec): 3 clusters
  Score: Raw -1512203.955214 + Penalty 3074.198951 = -1509129.756264
  nChanged 6
		SP:Iteration 78Q (200885.000000 sec): 3 clusters
  Score: Raw -1512204.810644 + Penalty 3074.198951 = -1509130.611693
  nChanged 8
		SP:Iteration 79Q (200885.180000 sec): 3 clusters
  Score: Raw -1512205.550496 + Penalty 3074.198951 = -1509131.351546
  nChanged 5
		SP:Iteration 80F (200885.360000 sec): 3 clusters
  Score: Raw -1512206.021117 + Penalty 3074.198951 = -1509131.822166
  nChanged 6
		SP:Iteration 81Q (200885.540000 sec): 3 clusters
  Score: Raw -1512206.636725 + Penalty 3074.198951 = -1509132.437774
  nChanged 8
		SP:Iteration 82Q (200885.700000 sec): 3 clusters
  Score: Raw -1512207.324636 + Penalty 3074.198951 = -1509133.125685
  nChanged 8
		SP:Iteration 83Q (200885.860000 sec): 3 clusters
  Score: Raw -1512208.131219 + Penalty 3074.198951 = -1509133.932268
  nChanged 6
		SP:Iteration 84Q (200886.060000 sec): 3 clusters
  Score: Raw -1512208.708091 + Penalty 3074.198951 = -1509134.509140
  nChanged 4
		SP:Iteration 85Q (200886.220000 sec): 3 clusters
  Score: Raw -1512209.004370 + Penalty 3074.198951 = -1509134.805419
  nChanged 6
		SP:Iteration 86Q (200886.390000 sec): 3 clusters
  Score: Raw -1512209.553731 + Penalty 3074.198951 = -1509135.354780
  nChanged 5
		SP:Iteration 87Q (200886.580000 sec): 3 clusters
  Score: Raw -1512210.089738 + Penalty 3074.198951 = -1509135.890787
  nChanged 6
		SP:Iteration 88Q (200886.750000 sec): 3 clusters
  Score: Raw -1512210.577935 + Penalty 3074.198951 = -1509136.378984
  nChanged 5
		SP:Iteration 89Q (200886.940000 sec): 3 clusters
  Score: Raw -1512210.890150 + Penalty 3074.198951 = -1509136.691199
  nChanged 3
		SP:Iteration 90Q (200887.120000 sec): 3 clusters
  Score: Raw -1512211.196648 + Penalty 3074.198951 = -1509136.997697
  nChanged 4
		SP:Iteration 91Q (200887.290000 sec): 3 clusters
  Score: Raw -1512211.670059 + Penalty 3074.198951 = -1509137.471109
  nChanged 5
		SP:Iteration 92Q (200887.460000 sec): 3 clusters
  Score: Raw -1512212.224202 + Penalty 3074.198951 = -1509138.025251
  nChanged 2
		SP:Iteration 93Q (200887.660000 sec): 3 clusters
  Score: Raw -1512212.387893 + Penalty 3074.198951 = -1509138.188943
  nChanged 2
		SP:Iteration 94Q (200887.830000 sec): 3 clusters
  Score: Raw -1512212.534137 + Penalty 3074.198951 = -1509138.335187
  nChanged 1
		SP:Iteration 95Q (200888.000000 sec): 3 clusters
  Score: Raw -1512212.593109 + Penalty 3074.198951 = -1509138.394158
  nChanged 0
		SP:Iteration 96F (200888.170000 sec): 3 clusters
  Score: Raw -1512212.593109 + Penalty 3074.198951 = -1509138.394158
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 41 (11160 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (200888.310000 sec): 2 clusters
  Score: Raw -1324176.190120 + Penalty 1514.514826 = -1322661.675294
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (200888.460000 sec): 3 clusters
  Score: Raw -1317790.213242 + Penalty 3029.029652 = -1314761.183590
  nChanged 4850
		SP:Iteration 1F (200888.630000 sec): 3 clusters
  Score: Raw -1320509.703173 + Penalty 3029.029652 = -1317480.673521
  nChanged 791
		SP:Iteration 2F (200888.770000 sec): 3 clusters
  Score: Raw -1320957.096344 + Penalty 3029.029652 = -1317928.066692
  nChanged 758
		SP:Iteration 3F (200888.940000 sec): 3 clusters
  Score: Raw -1321484.873130 + Penalty 3029.029652 = -1318455.843479
  nChanged 795
		SP:Iteration 4F (200889.090000 sec): 3 clusters
  Score: Raw -1322037.107047 + Penalty 3029.029652 = -1319008.077396
  nChanged 744
		SP:Iteration 5F (200889.250000 sec): 3 clusters
  Score: Raw -1322531.550820 + Penalty 3029.029652 = -1319502.521168
  nChanged 602
		SP:Iteration 6F (200889.430000 sec): 3 clusters
  Score: Raw -1322894.184905 + Penalty 3029.029652 = -1319865.155253
  nChanged 497
		SP:Iteration 7Q (200889.590000 sec): 3 clusters
  Score: Raw -1323164.162817 + Penalty 3029.029652 = -1320135.133165
  nChanged 375
		SP:Iteration 8Q (200889.770000 sec): 3 clusters
  Score: Raw -1323340.165864 + Penalty 3029.029652 = -1320311.136213
  nChanged 299
		SP:Iteration 9Q (200889.920000 sec): 3 clusters
  Score: Raw -1323470.992443 + Penalty 3029.029652 = -1320441.962792
  nChanged 238
		SP:Iteration 10Q (200890.090000 sec): 3 clusters
  Score: Raw -1323574.635210 + Penalty 3029.029652 = -1320545.605558
  nChanged 215
		SP:Iteration 11Q (200890.240000 sec): 3 clusters
  Score: Raw -1323675.952083 + Penalty 3029.029652 = -1320646.922431
  nChanged 201
		SP:Iteration 12Q (200890.400000 sec): 3 clusters
  Score: Raw -1323768.493282 + Penalty 3029.029652 = -1320739.463630
  nChanged 171
		SP:Iteration 13Q (200890.560000 sec): 3 clusters
  Score: Raw -1323840.458542 + Penalty 3029.029652 = -1320811.428890
  nChanged 166
		SP:Iteration 14Q (200890.710000 sec): 3 clusters
  Score: Raw -1323908.546886 + Penalty 3029.029652 = -1320879.517234
  nChanged 158
		SP:Iteration 15Q (200890.990000 sec): 3 clusters
  Score: Raw -1323983.296266 + Penalty 3029.029652 = -1320954.266614
  nChanged 151
		SP:Iteration 16Q (200891.120000 sec): 3 clusters
  Score: Raw -1324041.272779 + Penalty 3029.029652 = -1321012.243128
  nChanged 131
		SP:Iteration 17Q (200891.310000 sec): 3 clusters
  Score: Raw -1324096.824568 + Penalty 3029.029652 = -1321067.794916
  nChanged 116
		SP:Iteration 18Q (200891.460000 sec): 3 clusters
  Score: Raw -1324145.145943 + Penalty 3029.029652 = -1321116.116291
  nChanged 102
		SP:Iteration 19Q (200891.620000 sec): 3 clusters
  Score: Raw -1324193.706553 + Penalty 3029.029652 = -1321164.676901
  nChanged 110
		SP:Iteration 20F (200891.800000 sec): 3 clusters
  Score: Raw -1324247.738890 + Penalty 3029.029652 = -1321218.709239
  nChanged 105
		SP:Iteration 21Q (200891.950000 sec): 3 clusters
  Score: Raw -1324288.632510 + Penalty 3029.029652 = -1321259.602858
  nChanged 105
		SP:Iteration 22Q (200892.120000 sec): 3 clusters
  Score: Raw -1324326.514309 + Penalty 3029.029652 = -1321297.484657
  nChanged 73
		SP:Iteration 23Q (200892.260000 sec): 3 clusters
  Score: Raw -1324352.294655 + Penalty 3029.029652 = -1321323.265004
  nChanged 59
		SP:Iteration 24Q (200892.420000 sec): 3 clusters
  Score: Raw -1324372.758268 + Penalty 3029.029652 = -1321343.728616
  nChanged 62
		SP:Iteration 25Q (200892.580000 sec): 3 clusters
  Score: Raw -1324392.035418 + Penalty 3029.029652 = -1321363.005766
  nChanged 45
		SP:Iteration 26Q (200892.720000 sec): 3 clusters
  Score: Raw -1324409.811619 + Penalty 3029.029652 = -1321380.781967
  nChanged 37
		SP:Iteration 27Q (200892.900000 sec): 3 clusters
  Score: Raw -1324424.746966 + Penalty 3029.029652 = -1321395.717315
  nChanged 35
		SP:Iteration 28Q (200893.050000 sec): 3 clusters
  Score: Raw -1324442.043166 + Penalty 3029.029652 = -1321413.013514
  nChanged 40
		SP:Iteration 29Q (200893.200000 sec): 3 clusters
  Score: Raw -1324454.230986 + Penalty 3029.029652 = -1321425.201335
  nChanged 33
		SP:Iteration 30Q (200893.380000 sec): 3 clusters
  Score: Raw -1324463.007401 + Penalty 3029.029652 = -1321433.977750
  nChanged 38
		SP:Iteration 31Q (200893.520000 sec): 3 clusters
  Score: Raw -1324473.515169 + Penalty 3029.029652 = -1321444.485517
  nChanged 35
		SP:Iteration 32Q (200893.690000 sec): 3 clusters
  Score: Raw -1324484.743924 + Penalty 3029.029652 = -1321455.714272
  nChanged 36
		SP:Iteration 33Q (200893.830000 sec): 3 clusters
  Score: Raw -1324496.660297 + Penalty 3029.029652 = -1321467.630646
  nChanged 22
		SP:Iteration 34Q (200893.980000 sec): 3 clusters
  Score: Raw -1324503.251571 + Penalty 3029.029652 = -1321474.221920
  nChanged 21
		SP:Iteration 35Q (200894.160000 sec): 3 clusters
  Score: Raw -1324509.763157 + Penalty 3029.029652 = -1321480.733505
  nChanged 28
		SP:Iteration 36Q (200894.290000 sec): 3 clusters
  Score: Raw -1324518.958943 + Penalty 3029.029652 = -1321489.929292
  nChanged 20
		SP:Iteration 37Q (200894.450000 sec): 3 clusters
  Score: Raw -1324523.538329 + Penalty 3029.029652 = -1321494.508677
  nChanged 18
		SP:Iteration 38Q (200894.600000 sec): 3 clusters
  Score: Raw -1324528.286958 + Penalty 3029.029652 = -1321499.257306
  nChanged 12
		SP:Iteration 39Q (200894.750000 sec): 3 clusters
  Score: Raw -1324531.106488 + Penalty 3029.029652 = -1321502.076836
  nChanged 4
		SP:Iteration 40F (200894.930000 sec): 3 clusters
  Score: Raw -1324531.903645 + Penalty 3029.029652 = -1321502.873993
  nChanged 2
		SP:Iteration 41Q (200895.070000 sec): 3 clusters
  Score: Raw -1324532.370534 + Penalty 3029.029652 = -1321503.340883
  nChanged 2
		SP:Iteration 42Q (200895.230000 sec): 3 clusters
  Score: Raw -1324532.942011 + Penalty 3029.029652 = -1321503.912360
  nChanged 2
		SP:Iteration 43Q (200895.380000 sec): 3 clusters
  Score: Raw -1324533.293852 + Penalty 3029.029652 = -1321504.264201
  nChanged 0
		SP:Iteration 44F (200895.530000 sec): 3 clusters
  Score: Raw -1324533.293852 + Penalty 3029.029652 = -1321504.264201
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 42 (10513 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (200895.680000 sec): 2 clusters
  Score: Raw -1233001.171008 + Penalty 1504.809778 = -1231496.361230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (200895.830000 sec): 3 clusters
  Score: Raw -1226990.273778 + Penalty 3009.619556 = -1223980.654222
  nChanged 4549
		SP:Iteration 1F (200895.980000 sec): 3 clusters
  Score: Raw -1229563.544986 + Penalty 3009.619556 = -1226553.925430
  nChanged 717
		SP:Iteration 2F (200896.120000 sec): 3 clusters
  Score: Raw -1229952.939168 + Penalty 3009.619556 = -1226943.319612
  nChanged 647
		SP:Iteration 3F (200896.290000 sec): 3 clusters
  Score: Raw -1230358.702105 + Penalty 3009.619556 = -1227349.082548
  nChanged 642
		SP:Iteration 4F (200896.450000 sec): 3 clusters
  Score: Raw -1230771.933146 + Penalty 3009.619556 = -1227762.313589
  nChanged 609
		SP:Iteration 5F (200896.590000 sec): 3 clusters
  Score: Raw -1231228.293726 + Penalty 3009.619556 = -1228218.674170
  nChanged 632
		SP:Iteration 6F (200896.770000 sec): 3 clusters
  Score: Raw -1231692.895753 + Penalty 3009.619556 = -1228683.276196
  nChanged 629
		SP:Iteration 7F (200896.920000 sec): 3 clusters
  Score: Raw -1232173.874964 + Penalty 3009.619556 = -1229164.255408
  nChanged 571
		SP:Iteration 8F (200897.070000 sec): 3 clusters
  Score: Raw -1232610.938571 + Penalty 3009.619556 = -1229601.319015
  nChanged 531
		SP:Iteration 9F (200897.250000 sec): 3 clusters
  Score: Raw -1232964.694979 + Penalty 3009.619556 = -1229955.075423
  nChanged 407
		SP:Iteration 10Q (200897.390000 sec): 3 clusters
  Score: Raw -1233205.775378 + Penalty 3009.619556 = -1230196.155822
  nChanged 345
		SP:Iteration 11Q (200897.540000 sec): 3 clusters
  Score: Raw -1233415.941801 + Penalty 3009.619556 = -1230406.322245
  nChanged 296
		SP:Iteration 12Q (200897.710000 sec): 3 clusters
  Score: Raw -1233578.666105 + Penalty 3009.619556 = -1230569.046549
  nChanged 256
		SP:Iteration 13Q (200897.850000 sec): 3 clusters
  Score: Raw -1233702.376531 + Penalty 3009.619556 = -1230692.756974
  nChanged 219
		SP:Iteration 14Q (200898.010000 sec): 3 clusters
  Score: Raw -1233803.986664 + Penalty 3009.619556 = -1230794.367108
  nChanged 191
		SP:Iteration 15Q (200898.180000 sec): 3 clusters
  Score: Raw -1233884.204987 + Penalty 3009.619556 = -1230874.585430
  nChanged 168
		SP:Iteration 16Q (200898.320000 sec): 3 clusters
  Score: Raw -1233964.447732 + Penalty 3009.619556 = -1230954.828175
  nChanged 157
		SP:Iteration 17Q (200898.470000 sec): 3 clusters
  Score: Raw -1234033.004190 + Penalty 3009.619556 = -1231023.384633
  nChanged 128
		SP:Iteration 18Q (200898.650000 sec): 3 clusters
  Score: Raw -1234078.094476 + Penalty 3009.619556 = -1231068.474920
  nChanged 108
		SP:Iteration 19Q (200898.790000 sec): 3 clusters
  Score: Raw -1234110.554676 + Penalty 3009.619556 = -1231100.935120
  nChanged 90
		SP:Iteration 20F (200898.940000 sec): 3 clusters
  Score: Raw -1234135.583013 + Penalty 3009.619556 = -1231125.963457
  nChanged 85
		SP:Iteration 21Q (200899.110000 sec): 3 clusters
  Score: Raw -1234161.840564 + Penalty 3009.619556 = -1231152.221008
  nChanged 74
		SP:Iteration 22Q (200899.250000 sec): 3 clusters
  Score: Raw -1234183.522389 + Penalty 3009.619556 = -1231173.902833
  nChanged 78
		SP:Iteration 23Q (200899.400000 sec): 3 clusters
  Score: Raw -1234205.664965 + Penalty 3009.619556 = -1231196.045408
  nChanged 77
		SP:Iteration 24Q (200899.570000 sec): 3 clusters
  Score: Raw -1234225.182969 + Penalty 3009.619556 = -1231215.563413
  nChanged 63
		SP:Iteration 25Q (200899.710000 sec): 3 clusters
  Score: Raw -1234242.410262 + Penalty 3009.619556 = -1231232.790706
  nChanged 54
		SP:Iteration 26Q (200899.860000 sec): 3 clusters
  Score: Raw -1234254.898243 + Penalty 3009.619556 = -1231245.278687
  nChanged 49
		SP:Iteration 27Q (200900.030000 sec): 3 clusters
  Score: Raw -1234263.413146 + Penalty 3009.619556 = -1231253.793590
  nChanged 45
		SP:Iteration 28Q (200900.170000 sec): 3 clusters
  Score: Raw -1234271.465212 + Penalty 3009.619556 = -1231261.845656
  nChanged 43
		SP:Iteration 29Q (200900.310000 sec): 3 clusters
  Score: Raw -1234278.984905 + Penalty 3009.619556 = -1231269.365348
  nChanged 41
		SP:Iteration 30Q (200900.480000 sec): 3 clusters
  Score: Raw -1234286.850560 + Penalty 3009.619556 = -1231277.231004
  nChanged 36
		SP:Iteration 31Q (200900.610000 sec): 3 clusters
  Score: Raw -1234293.180056 + Penalty 3009.619556 = -1231283.560500
  nChanged 42
		SP:Iteration 32Q (200900.760000 sec): 3 clusters
  Score: Raw -1234303.099601 + Penalty 3009.619556 = -1231293.480045
  nChanged 39
		SP:Iteration 33Q (200900.930000 sec): 3 clusters
  Score: Raw -1234311.565782 + Penalty 3009.619556 = -1231301.946226
  nChanged 47
		SP:Iteration 34Q (200901.070000 sec): 3 clusters
  Score: Raw -1234321.315503 + Penalty 3009.619556 = -1231311.695947
  nChanged 41
		SP:Iteration 35Q (200901.210000 sec): 3 clusters
  Score: Raw -1234329.710742 + Penalty 3009.619556 = -1231320.091186
  nChanged 42
		SP:Iteration 36Q (200901.380000 sec): 3 clusters
  Score: Raw -1234336.670711 + Penalty 3009.619556 = -1231327.051155
  nChanged 26
		SP:Iteration 37Q (200901.530000 sec): 3 clusters
  Score: Raw -1234341.227175 + Penalty 3009.619556 = -1231331.607619
  nChanged 29
		SP:Iteration 38Q (200901.660000 sec): 3 clusters
  Score: Raw -1234345.983041 + Penalty 3009.619556 = -1231336.363485
  nChanged 27
		SP:Iteration 39Q (200901.830000 sec): 3 clusters
  Score: Raw -1234350.004425 + Penalty 3009.619556 = -1231340.384869
  nChanged 24
		SP:Iteration 40F (200902.000000 sec): 3 clusters
  Score: Raw -1234354.081661 + Penalty 3009.619556 = -1231344.462105
  nChanged 21
		SP:Iteration 41Q (200902.130000 sec): 3 clusters
  Score: Raw -1234357.786382 + Penalty 3009.619556 = -1231348.166825
  nChanged 20
		SP:Iteration 42Q (200902.290000 sec): 3 clusters
  Score: Raw -1234361.446140 + Penalty 3009.619556 = -1231351.826584
  nChanged 21
		SP:Iteration 43Q (200902.460000 sec): 3 clusters
  Score: Raw -1234365.712757 + Penalty 3009.619556 = -1231356.093201
  nChanged 20
		SP:Iteration 44Q (200902.590000 sec): 3 clusters
  Score: Raw -1234368.772984 + Penalty 3009.619556 = -1231359.153428
  nChanged 19
		SP:Iteration 45Q (200902.750000 sec): 3 clusters
  Score: Raw -1234371.091707 + Penalty 3009.619556 = -1231361.472150
  nChanged 12
		SP:Iteration 46Q (200902.920000 sec): 3 clusters
  Score: Raw -1234372.644398 + Penalty 3009.619556 = -1231363.024842
  nChanged 8
		SP:Iteration 47Q (200903.050000 sec): 3 clusters
  Score: Raw -1234373.874374 + Penalty 3009.619556 = -1231364.254817
  nChanged 9
		SP:Iteration 48Q (200903.190000 sec): 3 clusters
  Score: Raw -1234375.579630 + Penalty 3009.619556 = -1231365.960074
  nChanged 6
		SP:Iteration 49Q (200903.360000 sec): 3 clusters
  Score: Raw -1234376.676973 + Penalty 3009.619556 = -1231367.057416
  nChanged 7
		SP:Iteration 50Q (200903.500000 sec): 3 clusters
  Score: Raw -1234377.710079 + Penalty 3009.619556 = -1231368.090523
  nChanged 7
		SP:Iteration 51Q (200903.640000 sec): 3 clusters
  Score: Raw -1234378.674996 + Penalty 3009.619556 = -1231369.055439
  nChanged 7
		SP:Iteration 52Q (200903.810000 sec): 3 clusters
  Score: Raw -1234379.660663 + Penalty 3009.619556 = -1231370.041107
  nChanged 6
		SP:Iteration 53Q (200903.950000 sec): 3 clusters
  Score: Raw -1234380.526715 + Penalty 3009.619556 = -1231370.907159
  nChanged 4
		SP:Iteration 54Q (200904.090000 sec): 3 clusters
  Score: Raw -1234381.270860 + Penalty 3009.619556 = -1231371.651303
  nChanged 6
		SP:Iteration 55Q (200904.260000 sec): 3 clusters
  Score: Raw -1234382.307723 + Penalty 3009.619556 = -1231372.688166
  nChanged 7
		SP:Iteration 56Q (200904.410000 sec): 3 clusters
  Score: Raw -1234383.271207 + Penalty 3009.619556 = -1231373.651651
  nChanged 3
		SP:Iteration 57Q (200904.540000 sec): 3 clusters
  Score: Raw -1234383.602844 + Penalty 3009.619556 = -1231373.983288
  nChanged 6
		SP:Iteration 58Q (200904.700000 sec): 3 clusters
  Score: Raw -1234384.030927 + Penalty 3009.619556 = -1231374.411370
  nChanged 4
		SP:Iteration 59Q (200904.870000 sec): 3 clusters
  Score: Raw -1234384.438429 + Penalty 3009.619556 = -1231374.818873
  nChanged 2
		SP:Iteration 60F (200905.020000 sec): 3 clusters
  Score: Raw -1234384.603872 + Penalty 3009.619556 = -1231374.984315
  nChanged 1
		SP:Iteration 61Q (200905.160000 sec): 3 clusters
  Score: Raw -1234384.797027 + Penalty 3009.619556 = -1231375.177470
  nChanged 3
		SP:Iteration 62Q (200905.330000 sec): 3 clusters
  Score: Raw -1234385.263440 + Penalty 3009.619556 = -1231375.643883
  nChanged 5
		SP:Iteration 63Q (200905.470000 sec): 3 clusters
  Score: Raw -1234385.973978 + Penalty 3009.619556 = -1231376.354422
  nChanged 5
		SP:Iteration 64Q (200905.610000 sec): 3 clusters
  Score: Raw -1234386.744708 + Penalty 3009.619556 = -1231377.125152
  nChanged 4
		SP:Iteration 65Q (200905.780000 sec): 3 clusters
  Score: Raw -1234387.262267 + Penalty 3009.619556 = -1231377.642710
  nChanged 4
		SP:Iteration 66Q (200905.920000 sec): 3 clusters
  Score: Raw -1234387.717644 + Penalty 3009.619556 = -1231378.098088
  nChanged 5
		SP:Iteration 67Q (200906.060000 sec): 3 clusters
  Score: Raw -1234388.518257 + Penalty 3009.619556 = -1231378.898701
  nChanged 3
		SP:Iteration 68Q (200906.230000 sec): 3 clusters
  Score: Raw -1234389.082522 + Penalty 3009.619556 = -1231379.462966
  nChanged 2
		SP:Iteration 69Q (200906.380000 sec): 3 clusters
  Score: Raw -1234389.219410 + Penalty 3009.619556 = -1231379.599854
  nChanged 1
		SP:Iteration 70Q (200906.510000 sec): 3 clusters
  Score: Raw -1234389.417701 + Penalty 3009.619556 = -1231379.798145
  nChanged 1
		SP:Iteration 71Q (200906.670000 sec): 3 clusters
  Score: Raw -1234389.924353 + Penalty 3009.619556 = -1231380.304796
  nChanged 5
		SP:Iteration 72Q (200906.840000 sec): 3 clusters
  Score: Raw -1234390.420892 + Penalty 3009.619556 = -1231380.801336
  nChanged 4
		SP:Iteration 73Q (200906.980000 sec): 3 clusters
  Score: Raw -1234390.825448 + Penalty 3009.619556 = -1231381.205892
  nChanged 2
		SP:Iteration 74Q (200907.120000 sec): 3 clusters
  Score: Raw -1234390.963061 + Penalty 3009.619556 = -1231381.343505
  nChanged 1
		SP:Iteration 75Q (200907.290000 sec): 3 clusters
  Score: Raw -1234390.990246 + Penalty 3009.619556 = -1231381.370689
  nChanged 1
		SP:Iteration 76Q (200907.430000 sec): 3 clusters
  Score: Raw -1234391.074321 + Penalty 3009.619556 = -1231381.454765
  nChanged 1
		SP:Iteration 77Q (200907.570000 sec): 3 clusters
  Score: Raw -1234391.121888 + Penalty 3009.619556 = -1231381.502332
  nChanged 0
		SP:Iteration 78F (200907.740000 sec): 3 clusters
  Score: Raw -1234391.121888 + Penalty 3009.619556 = -1231381.502332
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 43 (1339 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (200907.820000 sec): 2 clusters
  Score: Raw -143054.810412 + Penalty 1169.947731 = -141884.862680
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (200907.850000 sec): 3 clusters
  Score: Raw -142572.596364 + Penalty 2339.895462 = -140232.700901
  nChanged 439
		SP:Iteration 1F (200907.880000 sec): 3 clusters
  Score: Raw -142952.485402 + Penalty 2339.895462 = -140612.589940
  nChanged 102
		SP:Iteration 2F (200907.900000 sec): 3 clusters
  Score: Raw -143055.787349 + Penalty 2339.895462 = -140715.891887
  nChanged 68
		SP:Iteration 3F (200907.930000 sec): 3 clusters
  Score: Raw -143128.862059 + Penalty 2339.895462 = -140788.966596
  nChanged 56
		SP:Iteration 4Q (200907.960000 sec): 3 clusters
  Score: Raw -143178.064047 + Penalty 2339.895462 = -140838.168584
  nChanged 35
		SP:Iteration 5Q (200907.990000 sec): 3 clusters
  Score: Raw -143206.564840 + Penalty 2339.895462 = -140866.669377
  nChanged 21
		SP:Iteration 6Q (200908.010000 sec): 3 clusters
  Score: Raw -143227.394885 + Penalty 2339.895462 = -140887.499423
  nChanged 20
		SP:Iteration 7Q (200908.040000 sec): 3 clusters
  Score: Raw -143249.232702 + Penalty 2339.895462 = -140909.337239
  nChanged 18
		SP:Iteration 8Q (200908.070000 sec): 3 clusters
  Score: Raw -143263.546863 + Penalty 2339.895462 = -140923.651401
  nChanged 16
		SP:Iteration 9Q (200908.090000 sec): 3 clusters
  Score: Raw -143275.812650 + Penalty 2339.895462 = -140935.917187
  nChanged 13
		SP:Iteration 10Q (200908.120000 sec): 3 clusters
  Score: Raw -143287.273761 + Penalty 2339.895462 = -140947.378299
  nChanged 17
		SP:Iteration 11Q (200908.140000 sec): 3 clusters
  Score: Raw -143302.735326 + Penalty 2339.895462 = -140962.839864
  nChanged 11
		SP:Iteration 12Q (200908.170000 sec): 3 clusters
  Score: Raw -143317.236906 + Penalty 2339.895462 = -140977.341444
  nChanged 13
		SP:Iteration 13Q (200908.200000 sec): 3 clusters
  Score: Raw -143330.417757 + Penalty 2339.895462 = -140990.522295
  nChanged 11
		SP:Iteration 14Q (200908.220000 sec): 3 clusters
  Score: Raw -143341.407176 + Penalty 2339.895462 = -141001.511714
  nChanged 19
		SP:Iteration 15Q (200908.250000 sec): 3 clusters
  Score: Raw -143358.321938 + Penalty 2339.895462 = -141018.426476
  nChanged 12
		SP:Iteration 16Q (200908.280000 sec): 3 clusters
  Score: Raw -143371.572116 + Penalty 2339.895462 = -141031.676654
  nChanged 9
		SP:Iteration 17Q (200908.300000 sec): 3 clusters
  Score: Raw -143382.592426 + Penalty 2339.895462 = -141042.696964
  nChanged 6
		SP:Iteration 18Q (200908.330000 sec): 3 clusters
  Score: Raw -143387.317577 + Penalty 2339.895462 = -141047.422115
  nChanged 9
		SP:Iteration 19Q (200908.360000 sec): 3 clusters
  Score: Raw -143393.328928 + Penalty 2339.895462 = -141053.433466
  nChanged 9
		SP:Iteration 20F (200908.380000 sec): 3 clusters
  Score: Raw -143398.138492 + Penalty 2339.895462 = -141058.243029
  nChanged 6
		SP:Iteration 21Q (200908.410000 sec): 3 clusters
  Score: Raw -143406.961247 + Penalty 2339.895462 = -141067.065784
  nChanged 6
		SP:Iteration 22Q (200908.440000 sec): 3 clusters
  Score: Raw -143412.469215 + Penalty 2339.895462 = -141072.573752
  nChanged 7
		SP:Iteration 23Q (200908.460000 sec): 3 clusters
  Score: Raw -143417.281332 + Penalty 2339.895462 = -141077.385869
  nChanged 2
		SP:Iteration 24Q (200908.490000 sec): 3 clusters
  Score: Raw -143419.066954 + Penalty 2339.895462 = -141079.171491
  nChanged 3
		SP:Iteration 25Q (200908.510000 sec): 3 clusters
  Score: Raw -143420.569001 + Penalty 2339.895462 = -141080.673538
  nChanged 2
		SP:Iteration 26Q (200908.540000 sec): 3 clusters
  Score: Raw -143423.425833 + Penalty 2339.895462 = -141083.530371
  nChanged 5
		SP:Iteration 27Q (200908.570000 sec): 3 clusters
  Score: Raw -143426.763727 + Penalty 2339.895462 = -141086.868265
  nChanged 2
		SP:Iteration 28Q (200908.590000 sec): 3 clusters
  Score: Raw -143431.639460 + Penalty 2339.895462 = -141091.743998
  nChanged 6
		SP:Iteration 29Q (200908.620000 sec): 3 clusters
  Score: Raw -143437.985873 + Penalty 2339.895462 = -141098.090411
  nChanged 5
		SP:Iteration 30Q (200908.640000 sec): 3 clusters
  Score: Raw -143442.573517 + Penalty 2339.895462 = -141102.678055
  nChanged 3
		SP:Iteration 31Q (200908.670000 sec): 3 clusters
  Score: Raw -143445.333728 + Penalty 2339.895462 = -141105.438266
  nChanged 1
		SP:Iteration 32Q (200908.700000 sec): 3 clusters
  Score: Raw -143445.768488 + Penalty 2339.895462 = -141105.873026
  nChanged 0
		SP:Iteration 33F (200908.720000 sec): 3 clusters
  Score: Raw -143445.768488 + Penalty 2339.895462 = -141105.873026
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 44 (444 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (200908.760000 sec): 2 clusters
  Score: Raw -50468.544607 + Penalty 990.571491 = -49477.973116
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (200908.770000 sec): 3 clusters
  Score: Raw -50426.548227 + Penalty 1981.142983 = -48445.405245
  nChanged 101
		SP:Iteration 1F (200908.780000 sec): 3 clusters
  Score: Raw -50584.182914 + Penalty 1981.142983 = -48603.039931
  nChanged 25
		SP:Iteration 2F (200908.790000 sec): 3 clusters
  Score: Raw -50653.001487 + Penalty 1981.142983 = -48671.858505
  nChanged 21
		SP:Iteration 3Q (200908.800000 sec): 3 clusters
  Score: Raw -50715.904931 + Penalty 1981.142983 = -48734.761948
  nChanged 14
		SP:Iteration 4Q (200908.810000 sec): 3 clusters
  Score: Raw -50753.470283 + Penalty 1981.142983 = -48772.327300
  nChanged 11
		SP:Iteration 5Q (200908.820000 sec): 3 clusters
  Score: Raw -50773.108648 + Penalty 1981.142983 = -48791.965665
  nChanged 7
		SP:Iteration 6Q (200908.830000 sec): 3 clusters
  Score: Raw -50786.833611 + Penalty 1981.142983 = -48805.690628
  nChanged 4
		SP:Iteration 7Q (200908.840000 sec): 3 clusters
  Score: Raw -50793.880609 + Penalty 1981.142983 = -48812.737627
  nChanged 3
		SP:Iteration 8Q (200908.850000 sec): 3 clusters
  Score: Raw -50797.697792 + Penalty 1981.142983 = -48816.554809
  nChanged 2
		SP:Iteration 9Q (200908.860000 sec): 3 clusters
  Score: Raw -50800.417205 + Penalty 1981.142983 = -48819.274222
  nChanged 1
		SP:Iteration 10Q (200908.870000 sec): 3 clusters
  Score: Raw -50802.215217 + Penalty 1981.142983 = -48821.072234
  nChanged 1
		SP:Iteration 11Q (200908.880000 sec): 3 clusters
  Score: Raw -50802.807641 + Penalty 1981.142983 = -48821.664659
  nChanged 0
		SP:Iteration 12F (200908.880000 sec): 3 clusters
  Score: Raw -50802.807641 + Penalty 1981.142983 = -48821.664659
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 45 (650 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (200908.920000 sec): 2 clusters
  Score: Raw -74556.309097 + Penalty 1052.508009 = -73503.801088
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (200908.940000 sec): 3 clusters
  Score: Raw -74437.859089 + Penalty 2105.016018 = -72332.843071
  nChanged 181
		SP:Iteration 1F (200908.950000 sec): 3 clusters
  Score: Raw -74698.828755 + Penalty 2105.016018 = -72593.812737
  nChanged 47
		SP:Iteration 2F (200908.960000 sec): 3 clusters
  Score: Raw -74774.402563 + Penalty 2105.016018 = -72669.386545
  nChanged 20
		SP:Iteration 3Q (200908.980000 sec): 3 clusters
  Score: Raw -74814.355057 + Penalty 2105.016018 = -72709.339039
  nChanged 14
		SP:Iteration 4Q (200908.990000 sec): 3 clusters
  Score: Raw -74839.785853 + Penalty 2105.016018 = -72734.769836
  nChanged 18
		SP:Iteration 5Q (200909.000000 sec): 3 clusters
  Score: Raw -74880.803114 + Penalty 2105.016018 = -72775.787096
  nChanged 17
		SP:Iteration 6Q (200909.020000 sec): 3 clusters
  Score: Raw -74926.341792 + Penalty 2105.016018 = -72821.325774
  nChanged 22
		SP:Iteration 7Q (200909.030000 sec): 3 clusters
  Score: Raw -75003.661352 + Penalty 2105.016018 = -72898.645334
  nChanged 17
		SP:Iteration 8Q (200909.040000 sec): 3 clusters
  Score: Raw -75063.088782 + Penalty 2105.016018 = -72958.072764
  nChanged 10
		SP:Iteration 9Q (200909.060000 sec): 3 clusters
  Score: Raw -75117.269563 + Penalty 2105.016018 = -73012.253545
  nChanged 15
		SP:Iteration 10Q (200909.070000 sec): 3 clusters
  Score: Raw -75208.206259 + Penalty 2105.016018 = -73103.190241
  nChanged 14
		SP:Iteration 11Q (200909.080000 sec): 3 clusters
  Score: Raw -75236.522822 + Penalty 2105.016018 = -73131.506804
  nChanged 6
		SP:Iteration 12Q (200909.090000 sec): 3 clusters
  Score: Raw -75250.673779 + Penalty 2105.016018 = -73145.657761
  nChanged 5
		SP:Iteration 13Q (200909.100000 sec): 3 clusters
  Score: Raw -75258.956887 + Penalty 2105.016018 = -73153.940869
  nChanged 6
		SP:Iteration 14Q (200909.120000 sec): 3 clusters
  Score: Raw -75271.036349 + Penalty 2105.016018 = -73166.020331
  nChanged 2
		SP:Iteration 15Q (200909.130000 sec): 3 clusters
  Score: Raw -75275.594704 + Penalty 2105.016018 = -73170.578686
  nChanged 1
		SP:Iteration 16Q (200909.140000 sec): 3 clusters
  Score: Raw -75276.229452 + Penalty 2105.016018 = -73171.213435
  nChanged 0
		SP:Iteration 17F (200909.160000 sec): 3 clusters
  Score: Raw -75276.229452 + Penalty 2105.016018 = -73171.213435
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 46 (3751 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (200909.230000 sec): 2 clusters
  Score: Raw -441655.670897 + Penalty 1337.338884 = -440318.332012
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (200909.300000 sec): 3 clusters
  Score: Raw -439840.701990 + Penalty 2674.677769 = -437166.024221
  nChanged 1431
		SP:Iteration 1F (200909.370000 sec): 3 clusters
  Score: Raw -440697.724994 + Penalty 2674.677769 = -438023.047225
  nChanged 296
		SP:Iteration 2F (200909.440000 sec): 3 clusters
  Score: Raw -440889.519307 + Penalty 2674.677769 = -438214.841538
  nChanged 209
		SP:Iteration 3F (200909.500000 sec): 3 clusters
  Score: Raw -441037.251589 + Penalty 2674.677769 = -438362.573820
  nChanged 194
		SP:Iteration 4F (200909.570000 sec): 3 clusters
  Score: Raw -441178.609767 + Penalty 2674.677769 = -438503.931998
  nChanged 162
		SP:Iteration 5Q (200909.640000 sec): 3 clusters
  Score: Raw -441293.077409 + Penalty 2674.677769 = -438618.399640
  nChanged 147
		SP:Iteration 6Q (200909.710000 sec): 3 clusters
  Score: Raw -441405.820989 + Penalty 2674.677769 = -438731.143220
  nChanged 145
		SP:Iteration 7Q (200909.780000 sec): 3 clusters
  Score: Raw -441508.525713 + Penalty 2674.677769 = -438833.847945
  nChanged 125
		SP:Iteration 8Q (200909.840000 sec): 3 clusters
  Score: Raw -441582.790854 + Penalty 2674.677769 = -438908.113085
  nChanged 100
		SP:Iteration 9Q (200909.910000 sec): 3 clusters
  Score: Raw -441638.736447 + Penalty 2674.677769 = -438964.058678
  nChanged 74
		SP:Iteration 10Q (200909.980000 sec): 3 clusters
  Score: Raw -441677.763163 + Penalty 2674.677769 = -439003.085394
  nChanged 64
		SP:Iteration 11Q (200910.040000 sec): 3 clusters
  Score: Raw -441705.666947 + Penalty 2674.677769 = -439030.989178
  nChanged 58
		SP:Iteration 12Q (200910.110000 sec): 3 clusters
  Score: Raw -441731.675800 + Penalty 2674.677769 = -439056.998031
  nChanged 58
		SP:Iteration 13Q (200910.180000 sec): 3 clusters
  Score: Raw -441760.220611 + Penalty 2674.677769 = -439085.542843
  nChanged 42
		SP:Iteration 14Q (200910.240000 sec): 3 clusters
  Score: Raw -441774.154733 + Penalty 2674.677769 = -439099.476964
  nChanged 34
		SP:Iteration 15Q (200910.310000 sec): 3 clusters
  Score: Raw -441785.954356 + Penalty 2674.677769 = -439111.276587
  nChanged 34
		SP:Iteration 16Q (200910.380000 sec): 3 clusters
  Score: Raw -441798.859710 + Penalty 2674.677769 = -439124.181941
  nChanged 28
		SP:Iteration 17Q (200910.440000 sec): 3 clusters
  Score: Raw -441810.201164 + Penalty 2674.677769 = -439135.523395
  nChanged 32
		SP:Iteration 18Q (200910.510000 sec): 3 clusters
  Score: Raw -441823.372879 + Penalty 2674.677769 = -439148.695110
  nChanged 32
		SP:Iteration 19Q (200910.580000 sec): 3 clusters
  Score: Raw -441837.219546 + Penalty 2674.677769 = -439162.541777
  nChanged 27
		SP:Iteration 20F (200910.640000 sec): 3 clusters
  Score: Raw -441848.593211 + Penalty 2674.677769 = -439173.915442
  nChanged 24
		SP:Iteration 21Q (200910.710000 sec): 3 clusters
  Score: Raw -441858.703032 + Penalty 2674.677769 = -439184.025264
  nChanged 21
		SP:Iteration 22Q (200910.780000 sec): 3 clusters
  Score: Raw -441865.358147 + Penalty 2674.677769 = -439190.680378
  nChanged 19
		SP:Iteration 23Q (200910.840000 sec): 3 clusters
  Score: Raw -441870.775301 + Penalty 2674.677769 = -439196.097532
  nChanged 15
		SP:Iteration 24Q (200910.910000 sec): 3 clusters
  Score: Raw -441873.237119 + Penalty 2674.677769 = -439198.559350
  nChanged 10
		SP:Iteration 25Q (200910.980000 sec): 3 clusters
  Score: Raw -441876.826281 + Penalty 2674.677769 = -439202.148512
  nChanged 16
		SP:Iteration 26Q (200911.040000 sec): 3 clusters
  Score: Raw -441883.034463 + Penalty 2674.677769 = -439208.356694
  nChanged 13
		SP:Iteration 27Q (200911.110000 sec): 3 clusters
  Score: Raw -441886.773862 + Penalty 2674.677769 = -439212.096093
  nChanged 15
		SP:Iteration 28Q (200911.180000 sec): 3 clusters
  Score: Raw -441891.512519 + Penalty 2674.677769 = -439216.834750
  nChanged 17
		SP:Iteration 29Q (200911.240000 sec): 3 clusters
  Score: Raw -441897.231452 + Penalty 2674.677769 = -439222.553683
  nChanged 11
		SP:Iteration 30Q (200911.310000 sec): 3 clusters
  Score: Raw -441901.518873 + Penalty 2674.677769 = -439226.841105
  nChanged 14
		SP:Iteration 31Q (200911.380000 sec): 3 clusters
  Score: Raw -441906.215230 + Penalty 2674.677769 = -439231.537461
  nChanged 15
		SP:Iteration 32Q (200911.440000 sec): 3 clusters
  Score: Raw -441911.209840 + Penalty 2674.677769 = -439236.532072
  nChanged 10
		SP:Iteration 33Q (200911.510000 sec): 3 clusters
  Score: Raw -441914.275367 + Penalty 2674.677769 = -439239.597599
  nChanged 9
		SP:Iteration 34Q (200911.580000 sec): 3 clusters
  Score: Raw -441918.360786 + Penalty 2674.677769 = -439243.683018
  nChanged 9
		SP:Iteration 35Q (200911.640000 sec): 3 clusters
  Score: Raw -441922.012670 + Penalty 2674.677769 = -439247.334902
  nChanged 13
		SP:Iteration 36Q (200911.710000 sec): 3 clusters
  Score: Raw -441926.648247 + Penalty 2674.677769 = -439251.970479
  nChanged 16
		SP:Iteration 37Q (200911.780000 sec): 3 clusters
  Score: Raw -441931.513160 + Penalty 2674.677769 = -439256.835391
  nChanged 8
		SP:Iteration 38Q (200911.840000 sec): 3 clusters
  Score: Raw -441934.413067 + Penalty 2674.677769 = -439259.735298
  nChanged 11
		SP:Iteration 39Q (200911.910000 sec): 3 clusters
  Score: Raw -441938.082136 + Penalty 2674.677769 = -439263.404367
  nChanged 7
		SP:Iteration 40F (200911.980000 sec): 3 clusters
  Score: Raw -441939.666629 + Penalty 2674.677769 = -439264.988860
  nChanged 8
		SP:Iteration 41Q (200912.040000 sec): 3 clusters
  Score: Raw -441941.376204 + Penalty 2674.677769 = -439266.698435
  nChanged 2
		SP:Iteration 42Q (200912.110000 sec): 3 clusters
  Score: Raw -441941.637066 + Penalty 2674.677769 = -439266.959297
  nChanged 1
		SP:Iteration 43Q (200912.170000 sec): 3 clusters
  Score: Raw -441942.064034 + Penalty 2674.677769 = -439267.386266
  nChanged 2
		SP:Iteration 44Q (200912.240000 sec): 3 clusters
  Score: Raw -441942.398505 + Penalty 2674.677769 = -439267.720737
  nChanged 1
		SP:Iteration 45Q (200912.300000 sec): 3 clusters
  Score: Raw -441942.509103 + Penalty 2674.677769 = -439267.831335
  nChanged 0
		SP:Iteration 46F (200912.370000 sec): 3 clusters
  Score: Raw -441942.509103 + Penalty 2674.677769 = -439267.831335
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 47 (7957 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (200912.490000 sec): 2 clusters
  Score: Raw -888514.362309 + Penalty 1459.543690 = -887054.818619
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (200912.630000 sec): 3 clusters
  Score: Raw -884195.825533 + Penalty 2919.087380 = -881276.738153
  nChanged 3441
		SP:Iteration 1F (200912.740000 sec): 3 clusters
  Score: Raw -886248.927040 + Penalty 2919.087380 = -883329.839660
  nChanged 579
		SP:Iteration 2F (200912.860000 sec): 3 clusters
  Score: Raw -886621.164937 + Penalty 2919.087380 = -883702.077557
  nChanged 472
		SP:Iteration 3F (200912.970000 sec): 3 clusters
  Score: Raw -886929.091540 + Penalty 2919.087380 = -884010.004160
  nChanged 444
		SP:Iteration 4F (200913.090000 sec): 3 clusters
  Score: Raw -887237.306443 + Penalty 2919.087380 = -884318.219063
  nChanged 418
		SP:Iteration 5F (200913.210000 sec): 3 clusters
  Score: Raw -887478.251546 + Penalty 2919.087380 = -884559.164166
  nChanged 350
		SP:Iteration 6Q (200913.320000 sec): 3 clusters
  Score: Raw -887662.569215 + Penalty 2919.087380 = -884743.481835
  nChanged 324
		SP:Iteration 7Q (200913.440000 sec): 3 clusters
  Score: Raw -887805.681323 + Penalty 2919.087380 = -884886.593943
  nChanged 293
		SP:Iteration 8Q (200913.560000 sec): 3 clusters
  Score: Raw -887940.239648 + Penalty 2919.087380 = -885021.152268
  nChanged 264
		SP:Iteration 9Q (200913.680000 sec): 3 clusters
  Score: Raw -888061.800976 + Penalty 2919.087380 = -885142.713595
  nChanged 256
		SP:Iteration 10Q (200913.800000 sec): 3 clusters
  Score: Raw -888169.967227 + Penalty 2919.087380 = -885250.879847
  nChanged 257
		SP:Iteration 11Q (200913.920000 sec): 3 clusters
  Score: Raw -888276.302321 + Penalty 2919.087380 = -885357.214941
  nChanged 236
		SP:Iteration 12Q (200914.040000 sec): 3 clusters
  Score: Raw -888376.775898 + Penalty 2919.087380 = -885457.688518
  nChanged 223
		SP:Iteration 13Q (200914.160000 sec): 3 clusters
  Score: Raw -888472.891645 + Penalty 2919.087380 = -885553.804265
  nChanged 206
		SP:Iteration 14Q (200914.270000 sec): 3 clusters
  Score: Raw -888557.620399 + Penalty 2919.087380 = -885638.533019
  nChanged 216
		SP:Iteration 15Q (200914.400000 sec): 3 clusters
  Score: Raw -888654.096744 + Penalty 2919.087380 = -885735.009364
  nChanged 186
		SP:Iteration 16Q (200914.520000 sec): 3 clusters
  Score: Raw -888740.832440 + Penalty 2919.087380 = -885821.745060
  nChanged 196
		SP:Iteration 17Q (200914.640000 sec): 3 clusters
  Score: Raw -888842.875427 + Penalty 2919.087380 = -885923.788047
  nChanged 196
		SP:Iteration 18Q (200914.770000 sec): 3 clusters
  Score: Raw -888940.682353 + Penalty 2919.087380 = -886021.594972
  nChanged 180
		SP:Iteration 19Q (200914.900000 sec): 3 clusters
  Score: Raw -889033.327532 + Penalty 2919.087380 = -886114.240152
  nChanged 171
		SP:Iteration 20F (200915.020000 sec): 3 clusters
  Score: Raw -889118.561643 + Penalty 2919.087380 = -886199.474263
  nChanged 135
		SP:Iteration 21Q (200915.130000 sec): 3 clusters
  Score: Raw -889183.268868 + Penalty 2919.087380 = -886264.181488
  nChanged 112
		SP:Iteration 22Q (200915.260000 sec): 3 clusters
  Score: Raw -889241.895009 + Penalty 2919.087380 = -886322.807629
  nChanged 102
		SP:Iteration 23Q (200915.380000 sec): 3 clusters
  Score: Raw -889300.266012 + Penalty 2919.087380 = -886381.178631
  nChanged 84
		SP:Iteration 24Q (200915.500000 sec): 3 clusters
  Score: Raw -889355.050960 + Penalty 2919.087380 = -886435.963580
  nChanged 74
		SP:Iteration 25Q (200915.620000 sec): 3 clusters
  Score: Raw -889406.923342 + Penalty 2919.087380 = -886487.835962
  nChanged 52
		SP:Iteration 26Q (200915.750000 sec): 3 clusters
  Score: Raw -889444.816547 + Penalty 2919.087380 = -886525.729167
  nChanged 34
		SP:Iteration 27Q (200915.870000 sec): 3 clusters
  Score: Raw -889467.733827 + Penalty 2919.087380 = -886548.646447
  nChanged 26
		SP:Iteration 28Q (200915.990000 sec): 3 clusters
  Score: Raw -889487.067419 + Penalty 2919.087380 = -886567.980039
  nChanged 21
		SP:Iteration 29Q (200916.110000 sec): 3 clusters
  Score: Raw -889500.419293 + Penalty 2919.087380 = -886581.331913
  nChanged 15
		SP:Iteration 30Q (200916.240000 sec): 3 clusters
  Score: Raw -889509.067751 + Penalty 2919.087380 = -886589.980371
  nChanged 10
		SP:Iteration 31Q (200916.360000 sec): 3 clusters
  Score: Raw -889514.423188 + Penalty 2919.087380 = -886595.335808
  nChanged 10
		SP:Iteration 32Q (200916.480000 sec): 3 clusters
  Score: Raw -889519.903073 + Penalty 2919.087380 = -886600.815693
  nChanged 4
		SP:Iteration 33Q (200916.600000 sec): 3 clusters
  Score: Raw -889522.323258 + Penalty 2919.087380 = -886603.235878
  nChanged 5
		SP:Iteration 34Q (200916.720000 sec): 3 clusters
  Score: Raw -889524.358165 + Penalty 2919.087380 = -886605.270785
  nChanged 1
		SP:Iteration 35Q (200916.840000 sec): 3 clusters
  Score: Raw -889525.080786 + Penalty 2919.087380 = -886605.993406
  nChanged 2
		SP:Iteration 36Q (200916.960000 sec): 3 clusters
  Score: Raw -889525.542931 + Penalty 2919.087380 = -886606.455551
  nChanged 0
		SP:Iteration 37F (200917.090000 sec): 3 clusters
  Score: Raw -889525.542931 + Penalty 2919.087380 = -886606.455551
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 48 (3906 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (200917.170000 sec): 2 clusters
  Score: Raw -440073.619366 + Penalty 1343.918731 = -438729.700636
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (200917.240000 sec): 3 clusters
  Score: Raw -438110.855597 + Penalty 2687.837461 = -435423.018136
  nChanged 1554
		SP:Iteration 1F (200917.320000 sec): 3 clusters
  Score: Raw -439080.212981 + Penalty 2687.837461 = -436392.375520
  nChanged 351
		SP:Iteration 2F (200917.390000 sec): 3 clusters
  Score: Raw -439313.982857 + Penalty 2687.837461 = -436626.145396
  nChanged 263
		SP:Iteration 3F (200917.460000 sec): 3 clusters
  Score: Raw -439523.405097 + Penalty 2687.837461 = -436835.567636
  nChanged 228
		SP:Iteration 4F (200917.530000 sec): 3 clusters
  Score: Raw -439725.773477 + Penalty 2687.837461 = -437037.936015
  nChanged 192
		SP:Iteration 5Q (200917.600000 sec): 3 clusters
  Score: Raw -439868.569922 + Penalty 2687.837461 = -437180.732461
  nChanged 157
		SP:Iteration 6Q (200917.670000 sec): 3 clusters
  Score: Raw -439982.631416 + Penalty 2687.837461 = -437294.793955
  nChanged 151
		SP:Iteration 7Q (200917.740000 sec): 3 clusters
  Score: Raw -440108.469915 + Penalty 2687.837461 = -437420.632454
  nChanged 129
		SP:Iteration 8Q (200917.810000 sec): 3 clusters
  Score: Raw -440198.694165 + Penalty 2687.837461 = -437510.856704
  nChanged 107
		SP:Iteration 9Q (200917.880000 sec): 3 clusters
  Score: Raw -440283.834670 + Penalty 2687.837461 = -437595.997208
  nChanged 91
		SP:Iteration 10Q (200917.950000 sec): 3 clusters
  Score: Raw -440359.338223 + Penalty 2687.837461 = -437671.500762
  nChanged 64
		SP:Iteration 11Q (200918.020000 sec): 3 clusters
  Score: Raw -440404.710950 + Penalty 2687.837461 = -437716.873489
  nChanged 47
		SP:Iteration 12Q (200918.090000 sec): 3 clusters
  Score: Raw -440432.292401 + Penalty 2687.837461 = -437744.454939
  nChanged 32
		SP:Iteration 13Q (200918.160000 sec): 3 clusters
  Score: Raw -440446.205293 + Penalty 2687.837461 = -437758.367832
  nChanged 34
		SP:Iteration 14Q (200918.220000 sec): 3 clusters
  Score: Raw -440468.965282 + Penalty 2687.837461 = -437781.127821
  nChanged 31
		SP:Iteration 15Q (200918.290000 sec): 3 clusters
  Score: Raw -440482.571233 + Penalty 2687.837461 = -437794.733772
  nChanged 28
		SP:Iteration 16Q (200918.360000 sec): 3 clusters
  Score: Raw -440493.075071 + Penalty 2687.837461 = -437805.237610
  nChanged 12
		SP:Iteration 17Q (200918.430000 sec): 3 clusters
  Score: Raw -440498.199035 + Penalty 2687.837461 = -437810.361574
  nChanged 12
		SP:Iteration 18Q (200918.500000 sec): 3 clusters
  Score: Raw -440503.903889 + Penalty 2687.837461 = -437816.066427
  nChanged 10
		SP:Iteration 19Q (200918.560000 sec): 3 clusters
  Score: Raw -440507.786327 + Penalty 2687.837461 = -437819.948866
  nChanged 13
		SP:Iteration 20F (200918.640000 sec): 3 clusters
  Score: Raw -440512.705569 + Penalty 2687.837461 = -437824.868108
  nChanged 13
		SP:Iteration 21Q (200918.700000 sec): 3 clusters
  Score: Raw -440518.132560 + Penalty 2687.837461 = -437830.295098
  nChanged 10
		SP:Iteration 22Q (200918.770000 sec): 3 clusters
  Score: Raw -440524.211120 + Penalty 2687.837461 = -437836.373659
  nChanged 14
		SP:Iteration 23Q (200918.840000 sec): 3 clusters
  Score: Raw -440528.097398 + Penalty 2687.837461 = -437840.259936
  nChanged 11
		SP:Iteration 24Q (200918.910000 sec): 3 clusters
  Score: Raw -440532.685025 + Penalty 2687.837461 = -437844.847564
  nChanged 10
		SP:Iteration 25Q (200918.980000 sec): 3 clusters
  Score: Raw -440535.738549 + Penalty 2687.837461 = -437847.901087
  nChanged 4
		SP:Iteration 26Q (200919.040000 sec): 3 clusters
  Score: Raw -440536.545539 + Penalty 2687.837461 = -437848.708078
  nChanged 1
		SP:Iteration 27Q (200919.110000 sec): 3 clusters
  Score: Raw -440536.719971 + Penalty 2687.837461 = -437848.882510
  nChanged 1
		SP:Iteration 28Q (200919.180000 sec): 3 clusters
  Score: Raw -440537.087448 + Penalty 2687.837461 = -437849.249987
  nChanged 1
		SP:Iteration 29Q (200919.250000 sec): 3 clusters
  Score: Raw -440537.419518 + Penalty 2687.837461 = -437849.582057
  nChanged 1
		SP:Iteration 30Q (200919.320000 sec): 3 clusters
  Score: Raw -440537.668777 + Penalty 2687.837461 = -437849.831316
  nChanged 1
		SP:Iteration 31Q (200919.380000 sec): 3 clusters
  Score: Raw -440539.231752 + Penalty 2687.837461 = -437851.394291
  nChanged 2
		SP:Iteration 32Q (200919.450000 sec): 3 clusters
  Score: Raw -440540.232754 + Penalty 2687.837461 = -437852.395292
  nChanged 4
		SP:Iteration 33Q (200919.520000 sec): 3 clusters
  Score: Raw -440540.910657 + Penalty 2687.837461 = -437853.073196
  nChanged 0
		SP:Iteration 34F (200919.590000 sec): 3 clusters
  Score: Raw -440540.910657 + Penalty 2687.837461 = -437853.073196
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 49 (5368 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (200919.680000 sec): 2 clusters
  Score: Raw -675193.809585 + Penalty 1395.584235 = -673798.225350
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (200919.790000 sec): 3 clusters
  Score: Raw -672372.928394 + Penalty 2791.168471 = -669581.759923
  nChanged 2201
		SP:Iteration 1F (200919.890000 sec): 3 clusters
  Score: Raw -673495.565072 + Penalty 2791.168471 = -670704.396601
  nChanged 392
		SP:Iteration 2F (200919.980000 sec): 3 clusters
  Score: Raw -673696.419855 + Penalty 2791.168471 = -670905.251384
  nChanged 316
		SP:Iteration 3F (200920.070000 sec): 3 clusters
  Score: Raw -673861.789664 + Penalty 2791.168471 = -671070.621194
  nChanged 279
		SP:Iteration 4F (200920.160000 sec): 3 clusters
  Score: Raw -674003.010679 + Penalty 2791.168471 = -671211.842208
  nChanged 220
		SP:Iteration 5Q (200920.260000 sec): 3 clusters
  Score: Raw -674117.157783 + Penalty 2791.168471 = -671325.989313
  nChanged 212
		SP:Iteration 6Q (200920.350000 sec): 3 clusters
  Score: Raw -674218.736389 + Penalty 2791.168471 = -671427.567919
  nChanged 171
		SP:Iteration 7Q (200920.440000 sec): 3 clusters
  Score: Raw -674315.225517 + Penalty 2791.168471 = -671524.057046
  nChanged 183
		SP:Iteration 8Q (200920.540000 sec): 3 clusters
  Score: Raw -674402.515794 + Penalty 2791.168471 = -671611.347323
  nChanged 163
		SP:Iteration 9Q (200920.630000 sec): 3 clusters
  Score: Raw -674484.874007 + Penalty 2791.168471 = -671693.705536
  nChanged 162
		SP:Iteration 10Q (200920.720000 sec): 3 clusters
  Score: Raw -674565.826404 + Penalty 2791.168471 = -671774.657933
  nChanged 150
		SP:Iteration 11Q (200920.810000 sec): 3 clusters
  Score: Raw -674642.371686 + Penalty 2791.168471 = -671851.203215
  nChanged 123
		SP:Iteration 12Q (200920.900000 sec): 3 clusters
  Score: Raw -674701.628987 + Penalty 2791.168471 = -671910.460516
  nChanged 119
		SP:Iteration 13Q (200921.000000 sec): 3 clusters
  Score: Raw -674757.935610 + Penalty 2791.168471 = -671966.767139
  nChanged 107
		SP:Iteration 14Q (200921.090000 sec): 3 clusters
  Score: Raw -674814.434140 + Penalty 2791.168471 = -672023.265670
  nChanged 108
		SP:Iteration 15Q (200921.180000 sec): 3 clusters
  Score: Raw -674861.167404 + Penalty 2791.168471 = -672069.998933
  nChanged 93
		SP:Iteration 16Q (200921.270000 sec): 3 clusters
  Score: Raw -674895.882837 + Penalty 2791.168471 = -672104.714367
  nChanged 74
		SP:Iteration 17Q (200921.360000 sec): 3 clusters
  Score: Raw -674922.002907 + Penalty 2791.168471 = -672130.834436
  nChanged 65
		SP:Iteration 18Q (200921.460000 sec): 3 clusters
  Score: Raw -674943.302399 + Penalty 2791.168471 = -672152.133928
  nChanged 62
		SP:Iteration 19Q (200921.550000 sec): 3 clusters
  Score: Raw -674964.558024 + Penalty 2791.168471 = -672173.389554
  nChanged 72
		SP:Iteration 20F (200921.640000 sec): 3 clusters
  Score: Raw -674990.246391 + Penalty 2791.168471 = -672199.077921
  nChanged 77
		SP:Iteration 21Q (200921.730000 sec): 3 clusters
  Score: Raw -675019.233839 + Penalty 2791.168471 = -672228.065368
  nChanged 70
		SP:Iteration 22Q (200921.820000 sec): 3 clusters
  Score: Raw -675044.351541 + Penalty 2791.168471 = -672253.183071
  nChanged 68
		SP:Iteration 23Q (200921.920000 sec): 3 clusters
  Score: Raw -675071.590066 + Penalty 2791.168471 = -672280.421596
  nChanged 73
		SP:Iteration 24Q (200922.010000 sec): 3 clusters
  Score: Raw -675098.325362 + Penalty 2791.168471 = -672307.156892
  nChanged 75
		SP:Iteration 25Q (200922.100000 sec): 3 clusters
  Score: Raw -675126.481118 + Penalty 2791.168471 = -672335.312648
  nChanged 54
		SP:Iteration 26Q (200922.190000 sec): 3 clusters
  Score: Raw -675145.618152 + Penalty 2791.168471 = -672354.449681
  nChanged 58
		SP:Iteration 27Q (200922.280000 sec): 3 clusters
  Score: Raw -675164.515060 + Penalty 2791.168471 = -672373.346590
  nChanged 46
		SP:Iteration 28Q (200922.370000 sec): 3 clusters
  Score: Raw -675182.904379 + Penalty 2791.168471 = -672391.735908
  nChanged 50
		SP:Iteration 29Q (200922.460000 sec): 3 clusters
  Score: Raw -675201.950404 + Penalty 2791.168471 = -672410.781933
  nChanged 56
		SP:Iteration 30Q (200922.550000 sec): 3 clusters
  Score: Raw -675223.381522 + Penalty 2791.168471 = -672432.213052
  nChanged 64
		SP:Iteration 31Q (200922.640000 sec): 3 clusters
  Score: Raw -675248.576844 + Penalty 2791.168471 = -672457.408374
  nChanged 68
		SP:Iteration 32Q (200922.730000 sec): 3 clusters
  Score: Raw -675275.200753 + Penalty 2791.168471 = -672484.032283
  nChanged 64
		SP:Iteration 33Q (200922.820000 sec): 3 clusters
  Score: Raw -675300.869433 + Penalty 2791.168471 = -672509.700962
  nChanged 64
		SP:Iteration 34Q (200922.910000 sec): 3 clusters
  Score: Raw -675326.922096 + Penalty 2791.168471 = -672535.753626
  nChanged 62
		SP:Iteration 35Q (200923.000000 sec): 3 clusters
  Score: Raw -675352.327796 + Penalty 2791.168471 = -672561.159325
  nChanged 47
		SP:Iteration 36Q (200923.090000 sec): 3 clusters
  Score: Raw -675373.251538 + Penalty 2791.168471 = -672582.083068
  nChanged 47
		SP:Iteration 37Q (200923.180000 sec): 3 clusters
  Score: Raw -675394.643982 + Penalty 2791.168471 = -672603.475512
  nChanged 47
		SP:Iteration 38Q (200923.270000 sec): 3 clusters
  Score: Raw -675415.193093 + Penalty 2791.168471 = -672624.024622
  nChanged 46
		SP:Iteration 39Q (200923.360000 sec): 3 clusters
  Score: Raw -675434.292983 + Penalty 2791.168471 = -672643.124512
  nChanged 43
		SP:Iteration 40F (200923.450000 sec): 3 clusters
  Score: Raw -675451.475448 + Penalty 2791.168471 = -672660.306978
  nChanged 36
		SP:Iteration 41Q (200923.540000 sec): 3 clusters
  Score: Raw -675465.425524 + Penalty 2791.168471 = -672674.257054
  nChanged 35
		SP:Iteration 42Q (200923.630000 sec): 3 clusters
  Score: Raw -675480.522962 + Penalty 2791.168471 = -672689.354491
  nChanged 28
		SP:Iteration 43Q (200923.720000 sec): 3 clusters
  Score: Raw -675490.599415 + Penalty 2791.168471 = -672699.430945
  nChanged 26
		SP:Iteration 44Q (200923.800000 sec): 3 clusters
  Score: Raw -675499.509268 + Penalty 2791.168471 = -672708.340798
  nChanged 17
		SP:Iteration 45Q (200923.890000 sec): 3 clusters
  Score: Raw -675504.300981 + Penalty 2791.168471 = -672713.132511
  nChanged 17
		SP:Iteration 46Q (200923.980000 sec): 3 clusters
  Score: Raw -675510.768163 + Penalty 2791.168471 = -672719.599693
  nChanged 14
		SP:Iteration 47Q (200924.070000 sec): 3 clusters
  Score: Raw -675515.160866 + Penalty 2791.168471 = -672723.992396
  nChanged 16
		SP:Iteration 48Q (200924.160000 sec): 3 clusters
  Score: Raw -675520.179808 + Penalty 2791.168471 = -672729.011337
  nChanged 13
		SP:Iteration 49Q (200924.250000 sec): 3 clusters
  Score: Raw -675523.573941 + Penalty 2791.168471 = -672732.405471
  nChanged 7
		SP:Iteration 50Q (200924.340000 sec): 3 clusters
  Score: Raw -675525.265526 + Penalty 2791.168471 = -672734.097056
  nChanged 7
		SP:Iteration 51Q (200924.420000 sec): 3 clusters
  Score: Raw -675527.279353 + Penalty 2791.168471 = -672736.110882
  nChanged 8
		SP:Iteration 52Q (200924.520000 sec): 3 clusters
  Score: Raw -675530.080422 + Penalty 2791.168471 = -672738.911952
  nChanged 13
		SP:Iteration 53Q (200924.610000 sec): 3 clusters
  Score: Raw -675533.793111 + Penalty 2791.168471 = -672742.624641
  nChanged 13
		SP:Iteration 54Q (200924.700000 sec): 3 clusters
  Score: Raw -675538.328282 + Penalty 2791.168471 = -672747.159811
  nChanged 9
		SP:Iteration 55Q (200924.780000 sec): 3 clusters
  Score: Raw -675541.108597 + Penalty 2791.168471 = -672749.940127
  nChanged 6
		SP:Iteration 56Q (200924.870000 sec): 3 clusters
  Score: Raw -675542.888515 + Penalty 2791.168471 = -672751.720045
  nChanged 8
		SP:Iteration 57Q (200924.960000 sec): 3 clusters
  Score: Raw -675546.687653 + Penalty 2791.168471 = -672755.519183
  nChanged 10
		SP:Iteration 58Q (200925.050000 sec): 3 clusters
  Score: Raw -675551.781042 + Penalty 2791.168471 = -672760.612571
  nChanged 18
		SP:Iteration 59Q (200925.140000 sec): 3 clusters
  Score: Raw -675558.326541 + Penalty 2791.168471 = -672767.158071
  nChanged 17
		SP:Iteration 60F (200925.230000 sec): 3 clusters
  Score: Raw -675564.579271 + Penalty 2791.168471 = -672773.410800
  nChanged 10
		SP:Iteration 61Q (200925.320000 sec): 3 clusters
  Score: Raw -675568.504147 + Penalty 2791.168471 = -672777.335676
  nChanged 9
		SP:Iteration 62Q (200925.410000 sec): 3 clusters
  Score: Raw -675571.312426 + Penalty 2791.168471 = -672780.143955
  nChanged 7
		SP:Iteration 63Q (200925.500000 sec): 3 clusters
  Score: Raw -675574.140820 + Penalty 2791.168471 = -672782.972349
  nChanged 7
		SP:Iteration 64Q (200925.580000 sec): 3 clusters
  Score: Raw -675577.033677 + Penalty 2791.168471 = -672785.865207
  nChanged 4
		SP:Iteration 65Q (200925.670000 sec): 3 clusters
  Score: Raw -675578.445631 + Penalty 2791.168471 = -672787.277160
  nChanged 2
		SP:Iteration 66Q (200925.760000 sec): 3 clusters
  Score: Raw -675579.059598 + Penalty 2791.168471 = -672787.891127
  nChanged 2
		SP:Iteration 67Q (200925.850000 sec): 3 clusters
  Score: Raw -675579.561581 + Penalty 2791.168471 = -672788.393110
  nChanged 2
		SP:Iteration 68Q (200925.940000 sec): 3 clusters
  Score: Raw -675580.224970 + Penalty 2791.168471 = -672789.056499
  nChanged 1
		SP:Iteration 69Q (200926.030000 sec): 3 clusters
  Score: Raw -675580.797848 + Penalty 2791.168471 = -672789.629377
  nChanged 0
		SP:Iteration 70F (200926.120000 sec): 3 clusters
  Score: Raw -675580.797848 + Penalty 2791.168471 = -672789.629377
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 50 (2519 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (200926.180000 sec): 2 clusters
  Score: Raw -291785.313772 + Penalty 1272.637807 = -290512.675965
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (200926.240000 sec): 3 clusters
  Score: Raw -290646.802638 + Penalty 2545.275615 = -288101.527023
  nChanged 892
		SP:Iteration 1F (200926.290000 sec): 3 clusters
  Score: Raw -291262.019667 + Penalty 2545.275615 = -288716.744052
  nChanged 214
		SP:Iteration 2F (200926.340000 sec): 3 clusters
  Score: Raw -291409.190131 + Penalty 2545.275615 = -288863.914516
  nChanged 124
		SP:Iteration 3Q (200926.380000 sec): 3 clusters
  Score: Raw -291499.431864 + Penalty 2545.275615 = -288954.156249
  nChanged 87
		SP:Iteration 4Q (200926.430000 sec): 3 clusters
  Score: Raw -291559.401194 + Penalty 2545.275615 = -289014.125579
  nChanged 91
		SP:Iteration 5Q (200926.480000 sec): 3 clusters
  Score: Raw -291624.985054 + Penalty 2545.275615 = -289079.709439
  nChanged 91
		SP:Iteration 6Q (200926.530000 sec): 3 clusters
  Score: Raw -291692.825549 + Penalty 2545.275615 = -289147.549935
  nChanged 81
		SP:Iteration 7Q (200926.580000 sec): 3 clusters
  Score: Raw -291763.618020 + Penalty 2545.275615 = -289218.342405
  nChanged 77
		SP:Iteration 8Q (200926.630000 sec): 3 clusters
  Score: Raw -291819.883244 + Penalty 2545.275615 = -289274.607629
  nChanged 66
		SP:Iteration 9Q (200926.680000 sec): 3 clusters
  Score: Raw -291871.062019 + Penalty 2545.275615 = -289325.786404
  nChanged 61
		SP:Iteration 10Q (200926.720000 sec): 3 clusters
  Score: Raw -291915.696169 + Penalty 2545.275615 = -289370.420554
  nChanged 54
		SP:Iteration 11Q (200926.770000 sec): 3 clusters
  Score: Raw -291943.972284 + Penalty 2545.275615 = -289398.696669
  nChanged 38
		SP:Iteration 12Q (200926.820000 sec): 3 clusters
  Score: Raw -291968.440218 + Penalty 2545.275615 = -289423.164603
  nChanged 37
		SP:Iteration 13Q (200926.870000 sec): 3 clusters
  Score: Raw -291987.314173 + Penalty 2545.275615 = -289442.038558
  nChanged 30
		SP:Iteration 14Q (200926.920000 sec): 3 clusters
  Score: Raw -292002.479090 + Penalty 2545.275615 = -289457.203475
  nChanged 26
		SP:Iteration 15Q (200926.960000 sec): 3 clusters
  Score: Raw -292021.646383 + Penalty 2545.275615 = -289476.370768
  nChanged 19
		SP:Iteration 16Q (200927.010000 sec): 3 clusters
  Score: Raw -292032.024799 + Penalty 2545.275615 = -289486.749184
  nChanged 16
		SP:Iteration 17Q (200927.060000 sec): 3 clusters
  Score: Raw -292038.826723 + Penalty 2545.275615 = -289493.551108
  nChanged 16
		SP:Iteration 18Q (200927.110000 sec): 3 clusters
  Score: Raw -292047.270937 + Penalty 2545.275615 = -289501.995322
  nChanged 16
		SP:Iteration 19Q (200927.160000 sec): 3 clusters
  Score: Raw -292054.849400 + Penalty 2545.275615 = -289509.573785
  nChanged 9
		SP:Iteration 20F (200927.200000 sec): 3 clusters
  Score: Raw -292057.792958 + Penalty 2545.275615 = -289512.517343
  nChanged 3
		SP:Iteration 21Q (200927.250000 sec): 3 clusters
  Score: Raw -292058.644221 + Penalty 2545.275615 = -289513.368606
  nChanged 3
		SP:Iteration 22Q (200927.300000 sec): 3 clusters
  Score: Raw -292059.583754 + Penalty 2545.275615 = -289514.308140
  nChanged 2
		SP:Iteration 23Q (200927.350000 sec): 3 clusters
  Score: Raw -292060.529650 + Penalty 2545.275615 = -289515.254035
  nChanged 4
		SP:Iteration 24Q (200927.400000 sec): 3 clusters
  Score: Raw -292062.066532 + Penalty 2545.275615 = -289516.790917
  nChanged 2
		SP:Iteration 25Q (200927.440000 sec): 3 clusters
  Score: Raw -292063.511422 + Penalty 2545.275615 = -289518.235807
  nChanged 4
		SP:Iteration 26Q (200927.500000 sec): 3 clusters
  Score: Raw -292065.003332 + Penalty 2545.275615 = -289519.727717
  nChanged 4
		SP:Iteration 27Q (200927.540000 sec): 3 clusters
  Score: Raw -292066.411108 + Penalty 2545.275615 = -289521.135493
  nChanged 4
		SP:Iteration 28Q (200927.590000 sec): 3 clusters
  Score: Raw -292067.984463 + Penalty 2545.275615 = -289522.708848
  nChanged 3
		SP:Iteration 29Q (200927.640000 sec): 3 clusters
  Score: Raw -292069.346538 + Penalty 2545.275615 = -289524.070924
  nChanged 4
		SP:Iteration 30Q (200927.690000 sec): 3 clusters
  Score: Raw -292072.140648 + Penalty 2545.275615 = -289526.865033
  nChanged 5
		SP:Iteration 31Q (200927.740000 sec): 3 clusters
  Score: Raw -292074.352709 + Penalty 2545.275615 = -289529.077094
  nChanged 4
		SP:Iteration 32Q (200927.780000 sec): 3 clusters
  Score: Raw -292076.126038 + Penalty 2545.275615 = -289530.850423
  nChanged 1
		SP:Iteration 33Q (200927.830000 sec): 3 clusters
  Score: Raw -292076.661868 + Penalty 2545.275615 = -289531.386253
  nChanged 2
		SP:Iteration 34Q (200927.880000 sec): 3 clusters
  Score: Raw -292077.493551 + Penalty 2545.275615 = -289532.217936
  nChanged 3
		SP:Iteration 35Q (200927.930000 sec): 3 clusters
  Score: Raw -292078.684832 + Penalty 2545.275615 = -289533.409217
  nChanged 3
		SP:Iteration 36Q (200927.980000 sec): 3 clusters
  Score: Raw -292079.982250 + Penalty 2545.275615 = -289534.706636
  nChanged 2
		SP:Iteration 37Q (200928.020000 sec): 3 clusters
  Score: Raw -292080.768400 + Penalty 2545.275615 = -289535.492786
  nChanged 4
		SP:Iteration 38Q (200928.070000 sec): 3 clusters
  Score: Raw -292082.118600 + Penalty 2545.275615 = -289536.842985
  nChanged 3
		SP:Iteration 39Q (200928.120000 sec): 3 clusters
  Score: Raw -292083.097265 + Penalty 2545.275615 = -289537.821650
  nChanged 3
		SP:Iteration 40F (200928.170000 sec): 3 clusters
  Score: Raw -292083.660259 + Penalty 2545.275615 = -289538.384645
  nChanged 3
		SP:Iteration 41Q (200928.220000 sec): 3 clusters
  Score: Raw -292084.734203 + Penalty 2545.275615 = -289539.458588
  nChanged 3
		SP:Iteration 42Q (200928.270000 sec): 3 clusters
  Score: Raw -292085.797436 + Penalty 2545.275615 = -289540.521821
  nChanged 3
		SP:Iteration 43Q (200928.320000 sec): 3 clusters
  Score: Raw -292086.518877 + Penalty 2545.275615 = -289541.243262
  nChanged 2
		SP:Iteration 44Q (200928.360000 sec): 3 clusters
  Score: Raw -292087.195505 + Penalty 2545.275615 = -289541.919890
  nChanged 2
		SP:Iteration 45Q (200928.410000 sec): 3 clusters
  Score: Raw -292087.993550 + Penalty 2545.275615 = -289542.717935
  nChanged 2
		SP:Iteration 46Q (200928.460000 sec): 3 clusters
  Score: Raw -292089.725147 + Penalty 2545.275615 = -289544.449533
  nChanged 4
		SP:Iteration 47Q (200928.510000 sec): 3 clusters
  Score: Raw -292092.166518 + Penalty 2545.275615 = -289546.890903
  nChanged 2
		SP:Iteration 48Q (200928.560000 sec): 3 clusters
  Score: Raw -292092.570409 + Penalty 2545.275615 = -289547.294794
  nChanged 0
		SP:Iteration 49F (200928.600000 sec): 3 clusters
  Score: Raw -292092.570409 + Penalty 2545.275615 = -289547.294794
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 51 (6348 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (200928.690000 sec): 2 clusters
  Score: Raw -751193.542711 + Penalty 1422.832951 = -749770.709761
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (200928.840000 sec): 3 clusters
  Score: Raw -747813.260958 + Penalty 2845.665902 = -744967.595056
  nChanged 2605
		SP:Iteration 1F (200928.940000 sec): 3 clusters
  Score: Raw -749307.730098 + Penalty 2845.665902 = -746462.064197
  nChanged 454
		SP:Iteration 2F (200929.040000 sec): 3 clusters
  Score: Raw -749584.130418 + Penalty 2845.665902 = -746738.464517
  nChanged 394
		SP:Iteration 3F (200929.140000 sec): 3 clusters
  Score: Raw -749852.995857 + Penalty 2845.665902 = -747007.329956
  nChanged 402
		SP:Iteration 4F (200929.250000 sec): 3 clusters
  Score: Raw -750182.147391 + Penalty 2845.665902 = -747336.481490
  nChanged 389
		SP:Iteration 5F (200929.360000 sec): 3 clusters
  Score: Raw -750498.547881 + Penalty 2845.665902 = -747652.881980
  nChanged 358
		SP:Iteration 6F (200929.460000 sec): 3 clusters
  Score: Raw -750764.891247 + Penalty 2845.665902 = -747919.225346
  nChanged 277
		SP:Iteration 7Q (200929.560000 sec): 3 clusters
  Score: Raw -750995.998643 + Penalty 2845.665902 = -748150.332742
  nChanged 243
		SP:Iteration 8Q (200929.660000 sec): 3 clusters
  Score: Raw -751224.147650 + Penalty 2845.665902 = -748378.481748
  nChanged 232
		SP:Iteration 9Q (200929.770000 sec): 3 clusters
  Score: Raw -751420.525434 + Penalty 2845.665902 = -748574.859533
  nChanged 199
		SP:Iteration 10Q (200929.870000 sec): 3 clusters
  Score: Raw -751541.164443 + Penalty 2845.665902 = -748695.498542
  nChanged 146
		SP:Iteration 11Q (200929.970000 sec): 3 clusters
  Score: Raw -751617.396964 + Penalty 2845.665902 = -748771.731062
  nChanged 89
		SP:Iteration 12Q (200930.070000 sec): 3 clusters
  Score: Raw -751652.236480 + Penalty 2845.665902 = -748806.570579
  nChanged 66
		SP:Iteration 13Q (200930.170000 sec): 3 clusters
  Score: Raw -751675.817409 + Penalty 2845.665902 = -748830.151507
  nChanged 63
		SP:Iteration 14Q (200930.270000 sec): 3 clusters
  Score: Raw -751699.867176 + Penalty 2845.665902 = -748854.201274
  nChanged 56
		SP:Iteration 15Q (200930.370000 sec): 3 clusters
  Score: Raw -751720.416537 + Penalty 2845.665902 = -748874.750635
  nChanged 41
		SP:Iteration 16Q (200930.470000 sec): 3 clusters
  Score: Raw -751737.429540 + Penalty 2845.665902 = -748891.763638
  nChanged 46
		SP:Iteration 17Q (200930.570000 sec): 3 clusters
  Score: Raw -751750.957338 + Penalty 2845.665902 = -748905.291436
  nChanged 30
		SP:Iteration 18Q (200930.670000 sec): 3 clusters
  Score: Raw -751759.792858 + Penalty 2845.665902 = -748914.126956
  nChanged 30
		SP:Iteration 19Q (200930.770000 sec): 3 clusters
  Score: Raw -751768.869685 + Penalty 2845.665902 = -748923.203784
  nChanged 24
		SP:Iteration 20F (200930.880000 sec): 3 clusters
  Score: Raw -751774.634056 + Penalty 2845.665902 = -748928.968155
  nChanged 19
		SP:Iteration 21Q (200930.980000 sec): 3 clusters
  Score: Raw -751778.416271 + Penalty 2845.665902 = -748932.750370
  nChanged 15
		SP:Iteration 22Q (200931.080000 sec): 3 clusters
  Score: Raw -751781.911741 + Penalty 2845.665902 = -748936.245840
  nChanged 14
		SP:Iteration 23Q (200931.180000 sec): 3 clusters
  Score: Raw -751785.140904 + Penalty 2845.665902 = -748939.475002
  nChanged 17
		SP:Iteration 24Q (200931.280000 sec): 3 clusters
  Score: Raw -751788.428284 + Penalty 2845.665902 = -748942.762383
  nChanged 11
		SP:Iteration 25Q (200931.390000 sec): 3 clusters
  Score: Raw -751790.071412 + Penalty 2845.665902 = -748944.405511
  nChanged 9
		SP:Iteration 26Q (200931.480000 sec): 3 clusters
  Score: Raw -751791.645291 + Penalty 2845.665902 = -748945.979390
  nChanged 7
		SP:Iteration 27Q (200931.580000 sec): 3 clusters
  Score: Raw -751793.781963 + Penalty 2845.665902 = -748948.116061
  nChanged 16
		SP:Iteration 28Q (200931.680000 sec): 3 clusters
  Score: Raw -751797.008715 + Penalty 2845.665902 = -748951.342813
  nChanged 10
		SP:Iteration 29Q (200931.780000 sec): 3 clusters
  Score: Raw -751798.845911 + Penalty 2845.665902 = -748953.180009
  nChanged 6
		SP:Iteration 30Q (200931.880000 sec): 3 clusters
  Score: Raw -751800.732573 + Penalty 2845.665902 = -748955.066671
  nChanged 8
		SP:Iteration 31Q (200931.970000 sec): 3 clusters
  Score: Raw -751802.850263 + Penalty 2845.665902 = -748957.184361
  nChanged 11
		SP:Iteration 32Q (200932.070000 sec): 3 clusters
  Score: Raw -751806.083234 + Penalty 2845.665902 = -748960.417333
  nChanged 6
		SP:Iteration 33Q (200932.170000 sec): 3 clusters
  Score: Raw -751807.429596 + Penalty 2845.665902 = -748961.763694
  nChanged 5
		SP:Iteration 34Q (200932.270000 sec): 3 clusters
  Score: Raw -751808.358766 + Penalty 2845.665902 = -748962.692865
  nChanged 6
		SP:Iteration 35Q (200932.370000 sec): 3 clusters
  Score: Raw -751809.765015 + Penalty 2845.665902 = -748964.099114
  nChanged 10
		SP:Iteration 36Q (200932.470000 sec): 3 clusters
  Score: Raw -751812.169754 + Penalty 2845.665902 = -748966.503852
  nChanged 10
		SP:Iteration 37Q (200932.570000 sec): 3 clusters
  Score: Raw -751813.634421 + Penalty 2845.665902 = -748967.968520
  nChanged 6
		SP:Iteration 38Q (200932.670000 sec): 3 clusters
  Score: Raw -751814.695195 + Penalty 2845.665902 = -748969.029293
  nChanged 4
		SP:Iteration 39Q (200932.780000 sec): 3 clusters
  Score: Raw -751815.246922 + Penalty 2845.665902 = -748969.581021
  nChanged 4
		SP:Iteration 40F (200932.880000 sec): 3 clusters
  Score: Raw -751816.495243 + Penalty 2845.665902 = -748970.829342
  nChanged 7
		SP:Iteration 41Q (200932.980000 sec): 3 clusters
  Score: Raw -751819.797842 + Penalty 2845.665902 = -748974.131941
  nChanged 7
		SP:Iteration 42Q (200933.080000 sec): 3 clusters
  Score: Raw -751821.868020 + Penalty 2845.665902 = -748976.202118
  nChanged 6
		SP:Iteration 43Q (200933.180000 sec): 3 clusters
  Score: Raw -751823.749469 + Penalty 2845.665902 = -748978.083567
  nChanged 8
		SP:Iteration 44Q (200933.290000 sec): 3 clusters
  Score: Raw -751825.370530 + Penalty 2845.665902 = -748979.704628
  nChanged 6
		SP:Iteration 45Q (200933.390000 sec): 3 clusters
  Score: Raw -751826.334069 + Penalty 2845.665902 = -748980.668168
  nChanged 4
		SP:Iteration 46Q (200933.490000 sec): 3 clusters
  Score: Raw -751827.066935 + Penalty 2845.665902 = -748981.401034
  nChanged 5
		SP:Iteration 47Q (200933.580000 sec): 3 clusters
  Score: Raw -751827.617977 + Penalty 2845.665902 = -748981.952076
  nChanged 4
		SP:Iteration 48Q (200933.690000 sec): 3 clusters
  Score: Raw -751828.224586 + Penalty 2845.665902 = -748982.558684
  nChanged 1
		SP:Iteration 49Q (200933.790000 sec): 3 clusters
  Score: Raw -751828.263466 + Penalty 2845.665902 = -748982.597564
  nChanged 1
		SP:Iteration 50Q (200933.890000 sec): 3 clusters
  Score: Raw -751828.480291 + Penalty 2845.665902 = -748982.814390
  nChanged 1
		SP:Iteration 51Q (200933.990000 sec): 3 clusters
  Score: Raw -751828.659632 + Penalty 2845.665902 = -748982.993730
  nChanged 1
		SP:Iteration 52Q (200934.090000 sec): 3 clusters
  Score: Raw -751828.955132 + Penalty 2845.665902 = -748983.289231
  nChanged 1
		SP:Iteration 53Q (200934.180000 sec): 3 clusters
  Score: Raw -751829.040405 + Penalty 2845.665902 = -748983.374503
  nChanged 0
		SP:Iteration 54F (200934.280000 sec): 3 clusters
  Score: Raw -751829.040405 + Penalty 2845.665902 = -748983.374503
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 52 (2168 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (200934.350000 sec): 2 clusters
  Score: Raw -249378.699377 + Penalty 1248.253559 = -248130.445818
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (200934.390000 sec): 3 clusters
  Score: Raw -248484.833751 + Penalty 2496.507118 = -245988.326633
  nChanged 750
		SP:Iteration 1F (200934.430000 sec): 3 clusters
  Score: Raw -249088.529797 + Penalty 2496.507118 = -246592.022680
  nChanged 215
		SP:Iteration 2F (200934.470000 sec): 3 clusters
  Score: Raw -249318.300928 + Penalty 2496.507118 = -246821.793810
  nChanged 147
		SP:Iteration 3F (200934.520000 sec): 3 clusters
  Score: Raw -249495.369830 + Penalty 2496.507118 = -246998.862712
  nChanged 124
		SP:Iteration 4F (200934.560000 sec): 3 clusters
  Score: Raw -249663.048644 + Penalty 2496.507118 = -247166.541526
  nChanged 122
		SP:Iteration 5F (200934.600000 sec): 3 clusters
  Score: Raw -249869.331367 + Penalty 2496.507118 = -247372.824249
  nChanged 126
		SP:Iteration 6F (200934.640000 sec): 3 clusters
  Score: Raw -250110.672665 + Penalty 2496.507118 = -247614.165547
  nChanged 140
		SP:Iteration 7F (200934.690000 sec): 3 clusters
  Score: Raw -250338.390210 + Penalty 2496.507118 = -247841.883092
  nChanged 120
		SP:Iteration 8F (200934.730000 sec): 3 clusters
  Score: Raw -250497.773967 + Penalty 2496.507118 = -248001.266849
  nChanged 70
		SP:Iteration 9Q (200934.770000 sec): 3 clusters
  Score: Raw -250585.651911 + Penalty 2496.507118 = -248089.144794
  nChanged 40
		SP:Iteration 10Q (200934.810000 sec): 3 clusters
  Score: Raw -250632.586992 + Penalty 2496.507118 = -248136.079874
  nChanged 22
		SP:Iteration 11Q (200934.850000 sec): 3 clusters
  Score: Raw -250646.088119 + Penalty 2496.507118 = -248149.581001
  nChanged 8
		SP:Iteration 12Q (200934.890000 sec): 3 clusters
  Score: Raw -250650.757838 + Penalty 2496.507118 = -248154.250720
  nChanged 7
		SP:Iteration 13Q (200934.930000 sec): 3 clusters
  Score: Raw -250653.329536 + Penalty 2496.507118 = -248156.822418
  nChanged 9
		SP:Iteration 14Q (200934.970000 sec): 3 clusters
  Score: Raw -250656.369581 + Penalty 2496.507118 = -248159.862463
  nChanged 4
		SP:Iteration 15Q (200935.010000 sec): 3 clusters
  Score: Raw -250657.595484 + Penalty 2496.507118 = -248161.088366
  nChanged 1
		SP:Iteration 16Q (200935.050000 sec): 3 clusters
  Score: Raw -250658.058935 + Penalty 2496.507118 = -248161.551817
  nChanged 2
		SP:Iteration 17Q (200935.090000 sec): 3 clusters
  Score: Raw -250658.701039 + Penalty 2496.507118 = -248162.193922
  nChanged 0
		SP:Iteration 18F (200935.130000 sec): 3 clusters
  Score: Raw -250658.701039 + Penalty 2496.507118 = -248162.193922
  nChanged 0
  Score: Raw -119169037.354588 + Penalty 274544.754863 = -118894492.599726

Splitting cluster 52 changes total score from -118881632.578759 to -118894492.599726

 So it's getting split into cluster 122.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 53 (705 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (201306.160000 sec): 2 clusters
  Score: Raw -82009.157773 + Penalty 1065.707143 = -80943.450630
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (201306.170000 sec): 3 clusters
  Score: Raw -81866.346042 + Penalty 2131.414286 = -79734.931756
  nChanged 179
		SP:Iteration 1F (201306.180000 sec): 3 clusters
  Score: Raw -82076.728195 + Penalty 2131.414286 = -79945.313909
  nChanged 58
		SP:Iteration 2F (201306.200000 sec): 3 clusters
  Score: Raw -82153.333555 + Penalty 2131.414286 = -80021.919269
  nChanged 39
		SP:Iteration 3F (201306.220000 sec): 3 clusters
  Score: Raw -82222.882595 + Penalty 2131.414286 = -80091.468309
  nChanged 33
		SP:Iteration 4Q (201306.240000 sec): 3 clusters
  Score: Raw -82287.310387 + Penalty 2131.414286 = -80155.896101
  nChanged 26
		SP:Iteration 5Q (201306.260000 sec): 3 clusters
  Score: Raw -82333.720683 + Penalty 2131.414286 = -80202.306397
  nChanged 22
		SP:Iteration 6Q (201306.270000 sec): 3 clusters
  Score: Raw -82380.816787 + Penalty 2131.414286 = -80249.402502
  nChanged 13
		SP:Iteration 7Q (201306.290000 sec): 3 clusters
  Score: Raw -82410.856359 + Penalty 2131.414286 = -80279.442074
  nChanged 14
		SP:Iteration 8Q (201306.300000 sec): 3 clusters
  Score: Raw -82443.322416 + Penalty 2131.414286 = -80311.908130
  nChanged 7
		SP:Iteration 9Q (201306.310000 sec): 3 clusters
  Score: Raw -82463.574333 + Penalty 2131.414286 = -80332.160047
  nChanged 11
		SP:Iteration 10Q (201306.330000 sec): 3 clusters
  Score: Raw -82483.360466 + Penalty 2131.414286 = -80351.946180
  nChanged 5
		SP:Iteration 11Q (201306.340000 sec): 3 clusters
  Score: Raw -82494.284858 + Penalty 2131.414286 = -80362.870572
  nChanged 2
		SP:Iteration 12Q (201306.360000 sec): 3 clusters
  Score: Raw -82499.318447 + Penalty 2131.414286 = -80367.904161
  nChanged 4
		SP:Iteration 13Q (201306.370000 sec): 3 clusters
  Score: Raw -82505.050821 + Penalty 2131.414286 = -80373.636535
  nChanged 2
		SP:Iteration 14Q (201306.380000 sec): 3 clusters
  Score: Raw -82506.758834 + Penalty 2131.414286 = -80375.344548
  nChanged 1
		SP:Iteration 15Q (201306.400000 sec): 3 clusters
  Score: Raw -82507.408755 + Penalty 2131.414286 = -80375.994469
  nChanged 0
		SP:Iteration 16F (201306.410000 sec): 3 clusters
  Score: Raw -82507.408755 + Penalty 2131.414286 = -80375.994469
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 54 (30178 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (201306.680000 sec): 2 clusters
  Score: Raw -3674356.330241 + Penalty 1676.166125 = -3672680.164116
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (201306.990000 sec): 3 clusters
  Score: Raw -3655701.253739 + Penalty 3352.332250 = -3652348.921489
  nChanged 13905
		SP:Iteration 1F (201307.320000 sec): 3 clusters
  Score: Raw -3663694.922632 + Penalty 3352.332250 = -3660342.590383
  nChanged 1582
		SP:Iteration 2F (201307.650000 sec): 3 clusters
  Score: Raw -3664414.679657 + Penalty 3352.332250 = -3661062.347408
  nChanged 1668
		SP:Iteration 3F (201308.000000 sec): 3 clusters
  Score: Raw -3665266.474195 + Penalty 3352.332250 = -3661914.141945
  nChanged 1814
		SP:Iteration 4F (201308.330000 sec): 3 clusters
  Score: Raw -3666289.081561 + Penalty 3352.332250 = -3662936.749312
  nChanged 1944
		SP:Iteration 5F (201308.680000 sec): 3 clusters
  Score: Raw -3667553.133586 + Penalty 3352.332250 = -3664200.801336
  nChanged 2059
		SP:Iteration 6F (201309.040000 sec): 3 clusters
  Score: Raw -3669073.082655 + Penalty 3352.332250 = -3665720.750406
  nChanged 2004
		SP:Iteration 7F (201309.370000 sec): 3 clusters
  Score: Raw -3670651.268862 + Penalty 3352.332250 = -3667298.936612
  nChanged 1736
		SP:Iteration 8F (201309.730000 sec): 3 clusters
  Score: Raw -3672064.121402 + Penalty 3352.332250 = -3668711.789152
  nChanged 1366
		SP:Iteration 9Q (201310.070000 sec): 3 clusters
  Score: Raw -3673193.917017 + Penalty 3352.332250 = -3669841.584767
  nChanged 872
		SP:Iteration 10Q (201310.410000 sec): 3 clusters
  Score: Raw -3673890.165055 + Penalty 3352.332250 = -3670537.832806
  nChanged 456
		SP:Iteration 11Q (201310.740000 sec): 3 clusters
  Score: Raw -3674223.936518 + Penalty 3352.332250 = -3670871.604268
  nChanged 251
		SP:Iteration 12Q (201311.020000 sec): 3 clusters
  Score: Raw -3674396.514509 + Penalty 3352.332250 = -3671044.182259
  nChanged 120
		SP:Iteration 13Q (201311.320000 sec): 3 clusters
  Score: Raw -3674479.145204 + Penalty 3352.332250 = -3671126.812954
  nChanged 74
		SP:Iteration 14Q (201311.650000 sec): 3 clusters
  Score: Raw -3674526.790117 + Penalty 3352.332250 = -3671174.457867
  nChanged 35
		SP:Iteration 15Q (201311.920000 sec): 3 clusters
  Score: Raw -3674549.803349 + Penalty 3352.332250 = -3671197.471100
  nChanged 24
		SP:Iteration 16Q (201312.210000 sec): 3 clusters
  Score: Raw -3674567.021281 + Penalty 3352.332250 = -3671214.689031
  nChanged 24
		SP:Iteration 17Q (201312.540000 sec): 3 clusters
  Score: Raw -3674582.302198 + Penalty 3352.332250 = -3671229.969948
  nChanged 18
		SP:Iteration 18Q (201312.810000 sec): 3 clusters
  Score: Raw -3674595.590321 + Penalty 3352.332250 = -3671243.258071
  nChanged 22
		SP:Iteration 19Q (201313.130000 sec): 3 clusters
  Score: Raw -3674612.142146 + Penalty 3352.332250 = -3671259.809896
  nChanged 13
		SP:Iteration 20F (201313.490000 sec): 3 clusters
  Score: Raw -3674619.453923 + Penalty 3352.332250 = -3671267.121673
  nChanged 5
		SP:Iteration 21Q (201313.810000 sec): 3 clusters
  Score: Raw -3674622.459441 + Penalty 3352.332250 = -3671270.127191
  nChanged 1
		SP:Iteration 22Q (201314.080000 sec): 3 clusters
  Score: Raw -3674622.988051 + Penalty 3352.332250 = -3671270.655801
  nChanged 0
		SP:Iteration 23F (201314.410000 sec): 3 clusters
  Score: Raw -3674622.988051 + Penalty 3352.332250 = -3671270.655801
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 55 (5248 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (201314.480000 sec): 2 clusters
  Score: Raw -633603.316516 + Penalty 1391.910379 = -632211.406138
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (201314.580000 sec): 3 clusters
  Score: Raw -630838.325886 + Penalty 2783.820757 = -628054.505128
  nChanged 2123
		SP:Iteration 1F (201314.670000 sec): 3 clusters
  Score: Raw -631984.415337 + Penalty 2783.820757 = -629200.594580
  nChanged 354
		SP:Iteration 2F (201314.760000 sec): 3 clusters
  Score: Raw -632176.153288 + Penalty 2783.820757 = -629392.332530
  nChanged 285
		SP:Iteration 3F (201314.850000 sec): 3 clusters
  Score: Raw -632314.631407 + Penalty 2783.820757 = -629530.810649
  nChanged 217
		SP:Iteration 4Q (201314.940000 sec): 3 clusters
  Score: Raw -632427.834285 + Penalty 2783.820757 = -629644.013528
  nChanged 199
		SP:Iteration 5Q (201315.030000 sec): 3 clusters
  Score: Raw -632528.897164 + Penalty 2783.820757 = -629745.076406
  nChanged 178
		SP:Iteration 6Q (201315.130000 sec): 3 clusters
  Score: Raw -632606.613801 + Penalty 2783.820757 = -629822.793043
  nChanged 159
		SP:Iteration 7Q (201315.220000 sec): 3 clusters
  Score: Raw -632669.069567 + Penalty 2783.820757 = -629885.248809
  nChanged 142
		SP:Iteration 8Q (201315.310000 sec): 3 clusters
  Score: Raw -632729.766359 + Penalty 2783.820757 = -629945.945602
  nChanged 157
		SP:Iteration 9Q (201315.400000 sec): 3 clusters
  Score: Raw -632797.591866 + Penalty 2783.820757 = -630013.771109
  nChanged 161
		SP:Iteration 10Q (201315.490000 sec): 3 clusters
  Score: Raw -632866.046272 + Penalty 2783.820757 = -630082.225515
  nChanged 150
		SP:Iteration 11Q (201315.580000 sec): 3 clusters
  Score: Raw -632928.459875 + Penalty 2783.820757 = -630144.639118
  nChanged 155
		SP:Iteration 12Q (201315.670000 sec): 3 clusters
  Score: Raw -632998.839897 + Penalty 2783.820757 = -630215.019140
  nChanged 165
		SP:Iteration 13Q (201315.770000 sec): 3 clusters
  Score: Raw -633091.470483 + Penalty 2783.820757 = -630307.649726
  nChanged 172
		SP:Iteration 14Q (201315.850000 sec): 3 clusters
  Score: Raw -633197.112420 + Penalty 2783.820757 = -630413.291663
  nChanged 155
		SP:Iteration 15Q (201315.950000 sec): 3 clusters
  Score: Raw -633277.928711 + Penalty 2783.820757 = -630494.107954
  nChanged 131
		SP:Iteration 16Q (201316.040000 sec): 3 clusters
  Score: Raw -633347.286906 + Penalty 2783.820757 = -630563.466148
  nChanged 122
		SP:Iteration 17Q (201316.130000 sec): 3 clusters
  Score: Raw -633419.221411 + Penalty 2783.820757 = -630635.400653
  nChanged 109
		SP:Iteration 18Q (201316.220000 sec): 3 clusters
  Score: Raw -633475.675420 + Penalty 2783.820757 = -630691.854663
  nChanged 95
		SP:Iteration 19Q (201316.310000 sec): 3 clusters
  Score: Raw -633524.924597 + Penalty 2783.820757 = -630741.103840
  nChanged 79
		SP:Iteration 20F (201316.400000 sec): 3 clusters
  Score: Raw -633565.082734 + Penalty 2783.820757 = -630781.261977
  nChanged 71
		SP:Iteration 21Q (201316.490000 sec): 3 clusters
  Score: Raw -633603.837232 + Penalty 2783.820757 = -630820.016475
  nChanged 56
		SP:Iteration 22Q (201316.580000 sec): 3 clusters
  Score: Raw -633630.750441 + Penalty 2783.820757 = -630846.929684
  nChanged 48
		SP:Iteration 23Q (201316.670000 sec): 3 clusters
  Score: Raw -633653.365276 + Penalty 2783.820757 = -630869.544519
  nChanged 41
		SP:Iteration 24Q (201316.760000 sec): 3 clusters
  Score: Raw -633669.355460 + Penalty 2783.820757 = -630885.534703
  nChanged 35
		SP:Iteration 25Q (201316.850000 sec): 3 clusters
  Score: Raw -633683.287180 + Penalty 2783.820757 = -630899.466423
  nChanged 19
		SP:Iteration 26Q (201316.940000 sec): 3 clusters
  Score: Raw -633692.305533 + Penalty 2783.820757 = -630908.484776
  nChanged 19
		SP:Iteration 27Q (201317.030000 sec): 3 clusters
  Score: Raw -633701.747261 + Penalty 2783.820757 = -630917.926504
  nChanged 15
		SP:Iteration 28Q (201317.120000 sec): 3 clusters
  Score: Raw -633708.273621 + Penalty 2783.820757 = -630924.452864
  nChanged 14
		SP:Iteration 29Q (201317.210000 sec): 3 clusters
  Score: Raw -633713.374680 + Penalty 2783.820757 = -630929.553923
  nChanged 15
		SP:Iteration 30Q (201317.300000 sec): 3 clusters
  Score: Raw -633719.671153 + Penalty 2783.820757 = -630935.850396
  nChanged 16
		SP:Iteration 31Q (201317.390000 sec): 3 clusters
  Score: Raw -633727.187470 + Penalty 2783.820757 = -630943.366713
  nChanged 14
		SP:Iteration 32Q (201317.480000 sec): 3 clusters
  Score: Raw -633734.641338 + Penalty 2783.820757 = -630950.820580
  nChanged 13
		SP:Iteration 33Q (201317.570000 sec): 3 clusters
  Score: Raw -633739.056602 + Penalty 2783.820757 = -630955.235844
  nChanged 9
		SP:Iteration 34Q (201317.660000 sec): 3 clusters
  Score: Raw -633743.003782 + Penalty 2783.820757 = -630959.183025
  nChanged 4
		SP:Iteration 35Q (201317.750000 sec): 3 clusters
  Score: Raw -633745.048814 + Penalty 2783.820757 = -630961.228056
  nChanged 3
		SP:Iteration 36Q (201317.830000 sec): 3 clusters
  Score: Raw -633746.043688 + Penalty 2783.820757 = -630962.222931
  nChanged 1
		SP:Iteration 37Q (201317.920000 sec): 3 clusters
  Score: Raw -633746.256588 + Penalty 2783.820757 = -630962.435831
  nChanged 1
		SP:Iteration 38Q (201318.010000 sec): 3 clusters
  Score: Raw -633746.720822 + Penalty 2783.820757 = -630962.900064
  nChanged 2
		SP:Iteration 39Q (201318.100000 sec): 3 clusters
  Score: Raw -633747.537006 + Penalty 2783.820757 = -630963.716249
  nChanged 2
		SP:Iteration 40F (201318.190000 sec): 3 clusters
  Score: Raw -633747.842601 + Penalty 2783.820757 = -630964.021844
  nChanged 4
		SP:Iteration 41Q (201318.280000 sec): 3 clusters
  Score: Raw -633749.059539 + Penalty 2783.820757 = -630965.238781
  nChanged 6
		SP:Iteration 42Q (201318.370000 sec): 3 clusters
  Score: Raw -633751.748369 + Penalty 2783.820757 = -630967.927611
  nChanged 5
		SP:Iteration 43Q (201318.460000 sec): 3 clusters
  Score: Raw -633753.614622 + Penalty 2783.820757 = -630969.793864
  nChanged 4
		SP:Iteration 44Q (201318.550000 sec): 3 clusters
  Score: Raw -633755.181089 + Penalty 2783.820757 = -630971.360331
  nChanged 4
		SP:Iteration 45Q (201318.630000 sec): 3 clusters
  Score: Raw -633756.845960 + Penalty 2783.820757 = -630973.025202
  nChanged 4
		SP:Iteration 46Q (201318.720000 sec): 3 clusters
  Score: Raw -633758.072052 + Penalty 2783.820757 = -630974.251295
  nChanged 1
		SP:Iteration 47Q (201318.810000 sec): 3 clusters
  Score: Raw -633758.501310 + Penalty 2783.820757 = -630974.680553
  nChanged 2
		SP:Iteration 48Q (201318.900000 sec): 3 clusters
  Score: Raw -633759.366642 + Penalty 2783.820757 = -630975.545884
  nChanged 1
		SP:Iteration 49Q (201318.990000 sec): 3 clusters
  Score: Raw -633759.866400 + Penalty 2783.820757 = -630976.045643
  nChanged 0
		SP:Iteration 50F (201319.080000 sec): 3 clusters
  Score: Raw -633759.866400 + Penalty 2783.820757 = -630976.045643
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 56 (3513 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (201319.150000 sec): 2 clusters
  Score: Raw -390020.134759 + Penalty 1326.686668 = -388693.448090
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (201319.220000 sec): 3 clusters
  Score: Raw -388339.429231 + Penalty 2653.373337 = -385686.055894
  nChanged 1344
		SP:Iteration 1F (201319.290000 sec): 3 clusters
  Score: Raw -389169.907467 + Penalty 2653.373337 = -386516.534130
  nChanged 317
		SP:Iteration 2F (201319.350000 sec): 3 clusters
  Score: Raw -389447.597649 + Penalty 2653.373337 = -386794.224312
  nChanged 275
		SP:Iteration 3F (201319.410000 sec): 3 clusters
  Score: Raw -389709.840005 + Penalty 2653.373337 = -387056.466668
  nChanged 225
		SP:Iteration 4F (201319.480000 sec): 3 clusters
  Score: Raw -389921.732113 + Penalty 2653.373337 = -387268.358776
  nChanged 185
		SP:Iteration 5F (201319.540000 sec): 3 clusters
  Score: Raw -390099.633898 + Penalty 2653.373337 = -387446.260561
  nChanged 168
		SP:Iteration 6Q (201319.610000 sec): 3 clusters
  Score: Raw -390276.650186 + Penalty 2653.373337 = -387623.276849
  nChanged 136
		SP:Iteration 7Q (201319.670000 sec): 3 clusters
  Score: Raw -390422.599757 + Penalty 2653.373337 = -387769.226420
  nChanged 133
		SP:Iteration 8Q (201319.730000 sec): 3 clusters
  Score: Raw -390546.078828 + Penalty 2653.373337 = -387892.705491
  nChanged 108
		SP:Iteration 9Q (201319.790000 sec): 3 clusters
  Score: Raw -390646.536896 + Penalty 2653.373337 = -387993.163559
  nChanged 93
		SP:Iteration 10Q (201319.860000 sec): 3 clusters
  Score: Raw -390736.217160 + Penalty 2653.373337 = -388082.843823
  nChanged 83
		SP:Iteration 11Q (201319.920000 sec): 3 clusters
  Score: Raw -390835.661483 + Penalty 2653.373337 = -388182.288146
  nChanged 82
		SP:Iteration 12Q (201319.980000 sec): 3 clusters
  Score: Raw -390946.807580 + Penalty 2653.373337 = -388293.434243
  nChanged 81
		SP:Iteration 13Q (201320.040000 sec): 3 clusters
  Score: Raw -391060.021303 + Penalty 2653.373337 = -388406.647966
  nChanged 64
		SP:Iteration 14Q (201320.100000 sec): 3 clusters
  Score: Raw -391145.245544 + Penalty 2653.373337 = -388491.872207
  nChanged 60
		SP:Iteration 15Q (201320.170000 sec): 3 clusters
  Score: Raw -391218.696813 + Penalty 2653.373337 = -388565.323476
  nChanged 60
		SP:Iteration 16Q (201320.230000 sec): 3 clusters
  Score: Raw -391293.738802 + Penalty 2653.373337 = -388640.365465
  nChanged 50
		SP:Iteration 17Q (201320.290000 sec): 3 clusters
  Score: Raw -391351.906862 + Penalty 2653.373337 = -388698.533525
  nChanged 38
		SP:Iteration 18Q (201320.350000 sec): 3 clusters
  Score: Raw -391396.877098 + Penalty 2653.373337 = -388743.503761
  nChanged 34
		SP:Iteration 19Q (201320.410000 sec): 3 clusters
  Score: Raw -391425.729827 + Penalty 2653.373337 = -388772.356490
  nChanged 17
		SP:Iteration 20F (201320.470000 sec): 3 clusters
  Score: Raw -391438.034743 + Penalty 2653.373337 = -388784.661406
  nChanged 9
		SP:Iteration 21Q (201320.530000 sec): 3 clusters
  Score: Raw -391443.292662 + Penalty 2653.373337 = -388789.919325
  nChanged 3
		SP:Iteration 22Q (201320.590000 sec): 3 clusters
  Score: Raw -391446.077481 + Penalty 2653.373337 = -388792.704144
  nChanged 3
		SP:Iteration 23Q (201320.650000 sec): 3 clusters
  Score: Raw -391447.055274 + Penalty 2653.373337 = -388793.681937
  nChanged 1
		SP:Iteration 24Q (201320.710000 sec): 3 clusters
  Score: Raw -391447.419126 + Penalty 2653.373337 = -388794.045789
  nChanged 0
		SP:Iteration 25F (201320.770000 sec): 3 clusters
  Score: Raw -391447.419126 + Penalty 2653.373337 = -388794.045789
  nChanged 0
  Score: Raw -119170464.638956 + Penalty 276795.121706 = -118893669.517250

Splitting cluster 56 changes total score from -118881632.578759 to -118893669.517250

 So it's getting split into cluster 123.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 57 (7050 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (201700.860000 sec): 2 clusters
  Score: Raw -833260.548775 + Penalty 1439.877221 = -831820.671554
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (201700.990000 sec): 3 clusters
  Score: Raw -829430.943625 + Penalty 2879.754441 = -826551.189183
  nChanged 2973
		SP:Iteration 1F (201701.090000 sec): 3 clusters
  Score: Raw -831131.347807 + Penalty 2879.754441 = -828251.593366
  nChanged 569
		SP:Iteration 2F (201701.200000 sec): 3 clusters
  Score: Raw -831483.610817 + Penalty 2879.754441 = -828603.856376
  nChanged 465
		SP:Iteration 3F (201701.320000 sec): 3 clusters
  Score: Raw -831763.017499 + Penalty 2879.754441 = -828883.263057
  nChanged 398
		SP:Iteration 4F (201701.440000 sec): 3 clusters
  Score: Raw -831971.615704 + Penalty 2879.754441 = -829091.861263
  nChanged 296
		SP:Iteration 5Q (201701.560000 sec): 3 clusters
  Score: Raw -832123.858148 + Penalty 2879.754441 = -829244.103707
  nChanged 246
		SP:Iteration 6Q (201701.680000 sec): 3 clusters
  Score: Raw -832256.972744 + Penalty 2879.754441 = -829377.218303
  nChanged 220
		SP:Iteration 7Q (201701.800000 sec): 3 clusters
  Score: Raw -832375.317244 + Penalty 2879.754441 = -829495.562803
  nChanged 196
		SP:Iteration 8Q (201701.920000 sec): 3 clusters
  Score: Raw -832492.709724 + Penalty 2879.754441 = -829612.955282
  nChanged 173
		SP:Iteration 9Q (201702.040000 sec): 3 clusters
  Score: Raw -832580.549017 + Penalty 2879.754441 = -829700.794576
  nChanged 148
		SP:Iteration 10Q (201702.160000 sec): 3 clusters
  Score: Raw -832649.406479 + Penalty 2879.754441 = -829769.652038
  nChanged 129
		SP:Iteration 11Q (201702.280000 sec): 3 clusters
  Score: Raw -832710.050984 + Penalty 2879.754441 = -829830.296543
  nChanged 112
		SP:Iteration 12Q (201702.400000 sec): 3 clusters
  Score: Raw -832772.161448 + Penalty 2879.754441 = -829892.407007
  nChanged 109
		SP:Iteration 13Q (201702.520000 sec): 3 clusters
  Score: Raw -832838.988915 + Penalty 2879.754441 = -829959.234474
  nChanged 109
		SP:Iteration 14Q (201702.640000 sec): 3 clusters
  Score: Raw -832913.622597 + Penalty 2879.754441 = -830033.868156
  nChanged 106
		SP:Iteration 15Q (201702.760000 sec): 3 clusters
  Score: Raw -832992.230338 + Penalty 2879.754441 = -830112.475897
  nChanged 107
		SP:Iteration 16Q (201702.880000 sec): 3 clusters
  Score: Raw -833064.863606 + Penalty 2879.754441 = -830185.109165
  nChanged 101
		SP:Iteration 17Q (201702.990000 sec): 3 clusters
  Score: Raw -833138.699412 + Penalty 2879.754441 = -830258.944971
  nChanged 101
		SP:Iteration 18Q (201703.110000 sec): 3 clusters
  Score: Raw -833213.986803 + Penalty 2879.754441 = -830334.232361
  nChanged 108
		SP:Iteration 19Q (201703.220000 sec): 3 clusters
  Score: Raw -833283.469675 + Penalty 2879.754441 = -830403.715234
  nChanged 81
		SP:Iteration 20F (201703.340000 sec): 3 clusters
  Score: Raw -833350.123044 + Penalty 2879.754441 = -830470.368603
  nChanged 70
		SP:Iteration 21Q (201703.460000 sec): 3 clusters
  Score: Raw -833414.617894 + Penalty 2879.754441 = -830534.863453
  nChanged 82
		SP:Iteration 22Q (201703.570000 sec): 3 clusters
  Score: Raw -833495.075193 + Penalty 2879.754441 = -830615.320752
  nChanged 87
		SP:Iteration 23Q (201703.690000 sec): 3 clusters
  Score: Raw -833564.238747 + Penalty 2879.754441 = -830684.484306
  nChanged 76
		SP:Iteration 24Q (201703.800000 sec): 3 clusters
  Score: Raw -833633.256625 + Penalty 2879.754441 = -830753.502183
  nChanged 68
		SP:Iteration 25Q (201703.920000 sec): 3 clusters
  Score: Raw -833690.849802 + Penalty 2879.754441 = -830811.095361
  nChanged 68
		SP:Iteration 26Q (201704.030000 sec): 3 clusters
  Score: Raw -833761.201323 + Penalty 2879.754441 = -830881.446882
  nChanged 47
		SP:Iteration 27Q (201704.150000 sec): 3 clusters
  Score: Raw -833804.474662 + Penalty 2879.754441 = -830924.720220
  nChanged 43
		SP:Iteration 28Q (201704.260000 sec): 3 clusters
  Score: Raw -833836.489668 + Penalty 2879.754441 = -830956.735227
  nChanged 37
		SP:Iteration 29Q (201704.380000 sec): 3 clusters
  Score: Raw -833855.574213 + Penalty 2879.754441 = -830975.819772
  nChanged 34
		SP:Iteration 30Q (201704.490000 sec): 3 clusters
  Score: Raw -833871.484890 + Penalty 2879.754441 = -830991.730449
  nChanged 22
		SP:Iteration 31Q (201704.610000 sec): 3 clusters
  Score: Raw -833880.149594 + Penalty 2879.754441 = -831000.395153
  nChanged 18
		SP:Iteration 32Q (201704.720000 sec): 3 clusters
  Score: Raw -833886.788412 + Penalty 2879.754441 = -831007.033971
  nChanged 18
		SP:Iteration 33Q (201704.830000 sec): 3 clusters
  Score: Raw -833895.474527 + Penalty 2879.754441 = -831015.720086
  nChanged 23
		SP:Iteration 34Q (201704.950000 sec): 3 clusters
  Score: Raw -833907.727305 + Penalty 2879.754441 = -831027.972864
  nChanged 28
		SP:Iteration 35Q (201705.170000 sec): 3 clusters
  Score: Raw -833921.224429 + Penalty 2879.754441 = -831041.469988
  nChanged 31
		SP:Iteration 36Q (201705.270000 sec): 3 clusters
  Score: Raw -833933.588195 + Penalty 2879.754441 = -831053.833754
  nChanged 16
		SP:Iteration 37Q (201705.370000 sec): 3 clusters
  Score: Raw -833940.447634 + Penalty 2879.754441 = -831060.693193
  nChanged 12
		SP:Iteration 38Q (201705.470000 sec): 3 clusters
  Score: Raw -833944.751467 + Penalty 2879.754441 = -831064.997025
  nChanged 9
		SP:Iteration 39Q (201705.570000 sec): 3 clusters
  Score: Raw -833947.411017 + Penalty 2879.754441 = -831067.656576
  nChanged 7
		SP:Iteration 40F (201705.690000 sec): 3 clusters
  Score: Raw -833949.854582 + Penalty 2879.754441 = -831070.100141
  nChanged 8
		SP:Iteration 41Q (201705.800000 sec): 3 clusters
  Score: Raw -833952.628750 + Penalty 2879.754441 = -831072.874309
  nChanged 7
		SP:Iteration 42Q (201705.920000 sec): 3 clusters
  Score: Raw -833955.149505 + Penalty 2879.754441 = -831075.395064
  nChanged 9
		SP:Iteration 43Q (201706.030000 sec): 3 clusters
  Score: Raw -833957.695458 + Penalty 2879.754441 = -831077.941017
  nChanged 5
		SP:Iteration 44Q (201706.140000 sec): 3 clusters
  Score: Raw -833959.455982 + Penalty 2879.754441 = -831079.701541
  nChanged 4
		SP:Iteration 45Q (201706.260000 sec): 3 clusters
  Score: Raw -833960.380239 + Penalty 2879.754441 = -831080.625798
  nChanged 1
		SP:Iteration 46Q (201706.370000 sec): 3 clusters
  Score: Raw -833960.574625 + Penalty 2879.754441 = -831080.820184
  nChanged 1
		SP:Iteration 47Q (201706.490000 sec): 3 clusters
  Score: Raw -833960.813311 + Penalty 2879.754441 = -831081.058870
  nChanged 0
		SP:Iteration 48F (201706.610000 sec): 3 clusters
  Score: Raw -833960.813311 + Penalty 2879.754441 = -831081.058870
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 58 (4816 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (201706.690000 sec): 2 clusters
  Score: Raw -562459.479132 + Penalty 1377.951085 = -561081.528046
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (201706.790000 sec): 3 clusters
  Score: Raw -559980.325821 + Penalty 2755.902171 = -557224.423651
  nChanged 1946
		SP:Iteration 1F (201706.880000 sec): 3 clusters
  Score: Raw -561203.265900 + Penalty 2755.902171 = -558447.363730
  nChanged 423
		SP:Iteration 2F (201706.960000 sec): 3 clusters
  Score: Raw -561752.190606 + Penalty 2755.902171 = -558996.288435
  nChanged 439
		SP:Iteration 3F (201707.050000 sec): 3 clusters
  Score: Raw -562259.551198 + Penalty 2755.902171 = -559503.649028
  nChanged 431
		SP:Iteration 4F (201707.130000 sec): 3 clusters
  Score: Raw -562698.379352 + Penalty 2755.902171 = -559942.477181
  nChanged 354
		SP:Iteration 5F (201707.220000 sec): 3 clusters
  Score: Raw -563090.605532 + Penalty 2755.902171 = -560334.703361
  nChanged 268
		SP:Iteration 6F (201707.310000 sec): 3 clusters
  Score: Raw -563380.452879 + Penalty 2755.902171 = -560624.550708
  nChanged 188
		SP:Iteration 7Q (201707.390000 sec): 3 clusters
  Score: Raw -563573.429313 + Penalty 2755.902171 = -560817.527143
  nChanged 153
		SP:Iteration 8Q (201707.470000 sec): 3 clusters
  Score: Raw -563703.534208 + Penalty 2755.902171 = -560947.632037
  nChanged 87
		SP:Iteration 9Q (201707.560000 sec): 3 clusters
  Score: Raw -563756.869128 + Penalty 2755.902171 = -561000.966958
  nChanged 54
		SP:Iteration 10Q (201707.640000 sec): 3 clusters
  Score: Raw -563783.753689 + Penalty 2755.902171 = -561027.851518
  nChanged 38
		SP:Iteration 11Q (201707.730000 sec): 3 clusters
  Score: Raw -563797.825263 + Penalty 2755.902171 = -561041.923092
  nChanged 14
		SP:Iteration 12Q (201707.810000 sec): 3 clusters
  Score: Raw -563801.383366 + Penalty 2755.902171 = -561045.481195
  nChanged 5
		SP:Iteration 13Q (201707.890000 sec): 3 clusters
  Score: Raw -563802.856733 + Penalty 2755.902171 = -561046.954563
  nChanged 3
		SP:Iteration 14Q (201707.970000 sec): 3 clusters
  Score: Raw -563803.668878 + Penalty 2755.902171 = -561047.766708
  nChanged 1
		SP:Iteration 15Q (201708.060000 sec): 3 clusters
  Score: Raw -563803.940007 + Penalty 2755.902171 = -561048.037836
  nChanged 2
		SP:Iteration 16Q (201708.140000 sec): 3 clusters
  Score: Raw -563804.116716 + Penalty 2755.902171 = -561048.214545
  nChanged 2
		SP:Iteration 17Q (201708.220000 sec): 3 clusters
  Score: Raw -563804.392341 + Penalty 2755.902171 = -561048.490171
  nChanged 1
		SP:Iteration 18Q (201708.310000 sec): 3 clusters
  Score: Raw -563804.502795 + Penalty 2755.902171 = -561048.600624
  nChanged 0
		SP:Iteration 19F (201708.390000 sec): 3 clusters
  Score: Raw -563804.502795 + Penalty 2755.902171 = -561048.600624
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 59 (6245 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (201708.470000 sec): 2 clusters
  Score: Raw -668802.838826 + Penalty 1420.174669 = -667382.664157
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (201708.590000 sec): 3 clusters
  Score: Raw -665505.565312 + Penalty 2840.349337 = -662665.215975
  nChanged 2593
		SP:Iteration 1F (201708.690000 sec): 3 clusters
  Score: Raw -667216.102753 + Penalty 2840.349337 = -664375.753415
  nChanged 559
		SP:Iteration 2F (201708.790000 sec): 3 clusters
  Score: Raw -667693.824849 + Penalty 2840.349337 = -664853.475512
  nChanged 462
		SP:Iteration 3F (201708.890000 sec): 3 clusters
  Score: Raw -668036.861355 + Penalty 2840.349337 = -665196.512017
  nChanged 393
		SP:Iteration 4F (201708.990000 sec): 3 clusters
  Score: Raw -668301.873883 + Penalty 2840.349337 = -665461.524545
  nChanged 299
		SP:Iteration 5Q (201709.090000 sec): 3 clusters
  Score: Raw -668470.154176 + Penalty 2840.349337 = -665629.804839
  nChanged 215
		SP:Iteration 6Q (201709.190000 sec): 3 clusters
  Score: Raw -668586.044472 + Penalty 2840.349337 = -665745.695135
  nChanged 195
		SP:Iteration 7Q (201709.290000 sec): 3 clusters
  Score: Raw -668679.507386 + Penalty 2840.349337 = -665839.158049
  nChanged 153
		SP:Iteration 8Q (201709.390000 sec): 3 clusters
  Score: Raw -668749.743869 + Penalty 2840.349337 = -665909.394532
  nChanged 115
		SP:Iteration 9Q (201709.490000 sec): 3 clusters
  Score: Raw -668797.637797 + Penalty 2840.349337 = -665957.288460
  nChanged 96
		SP:Iteration 10Q (201709.600000 sec): 3 clusters
  Score: Raw -668835.068500 + Penalty 2840.349337 = -665994.719163
  nChanged 102
		SP:Iteration 11Q (201709.690000 sec): 3 clusters
  Score: Raw -668873.827202 + Penalty 2840.349337 = -666033.477864
  nChanged 97
		SP:Iteration 12Q (201709.790000 sec): 3 clusters
  Score: Raw -668914.343606 + Penalty 2840.349337 = -666073.994269
  nChanged 90
		SP:Iteration 13Q (201709.890000 sec): 3 clusters
  Score: Raw -668955.867136 + Penalty 2840.349337 = -666115.517799
  nChanged 98
		SP:Iteration 14Q (201709.990000 sec): 3 clusters
  Score: Raw -669000.513819 + Penalty 2840.349337 = -666160.164482
  nChanged 83
		SP:Iteration 15Q (201710.090000 sec): 3 clusters
  Score: Raw -669039.778764 + Penalty 2840.349337 = -666199.429427
  nChanged 89
		SP:Iteration 16Q (201710.180000 sec): 3 clusters
  Score: Raw -669078.832785 + Penalty 2840.349337 = -666238.483447
  nChanged 58
		SP:Iteration 17Q (201710.280000 sec): 3 clusters
  Score: Raw -669104.714937 + Penalty 2840.349337 = -666264.365600
  nChanged 61
		SP:Iteration 18Q (201710.380000 sec): 3 clusters
  Score: Raw -669133.223250 + Penalty 2840.349337 = -666292.873912
  nChanged 55
		SP:Iteration 19Q (201710.480000 sec): 3 clusters
  Score: Raw -669159.792958 + Penalty 2840.349337 = -666319.443621
  nChanged 48
		SP:Iteration 20F (201710.580000 sec): 3 clusters
  Score: Raw -669180.418666 + Penalty 2840.349337 = -666340.069329
  nChanged 54
		SP:Iteration 21Q (201710.680000 sec): 3 clusters
  Score: Raw -669204.938500 + Penalty 2840.349337 = -666364.589163
  nChanged 44
		SP:Iteration 22Q (201710.780000 sec): 3 clusters
  Score: Raw -669223.512081 + Penalty 2840.349337 = -666383.162743
  nChanged 45
		SP:Iteration 23Q (201710.870000 sec): 3 clusters
  Score: Raw -669244.273441 + Penalty 2840.349337 = -666403.924103
  nChanged 41
		SP:Iteration 24Q (201710.970000 sec): 3 clusters
  Score: Raw -669263.346500 + Penalty 2840.349337 = -666422.997163
  nChanged 41
		SP:Iteration 25Q (201711.070000 sec): 3 clusters
  Score: Raw -669278.657900 + Penalty 2840.349337 = -666438.308563
  nChanged 41
		SP:Iteration 26Q (201711.160000 sec): 3 clusters
  Score: Raw -669293.883441 + Penalty 2840.349337 = -666453.534104
  nChanged 38
		SP:Iteration 27Q (201711.260000 sec): 3 clusters
  Score: Raw -669313.870560 + Penalty 2840.349337 = -666473.521223
  nChanged 29
		SP:Iteration 28Q (201711.350000 sec): 3 clusters
  Score: Raw -669326.230553 + Penalty 2840.349337 = -666485.881215
  nChanged 23
		SP:Iteration 29Q (201711.450000 sec): 3 clusters
  Score: Raw -669333.729374 + Penalty 2840.349337 = -666493.380037
  nChanged 22
		SP:Iteration 30Q (201711.550000 sec): 3 clusters
  Score: Raw -669342.855218 + Penalty 2840.349337 = -666502.505880
  nChanged 19
		SP:Iteration 31Q (201711.650000 sec): 3 clusters
  Score: Raw -669349.698052 + Penalty 2840.349337 = -666509.348715
  nChanged 9
		SP:Iteration 32Q (201711.750000 sec): 3 clusters
  Score: Raw -669351.587250 + Penalty 2840.349337 = -666511.237913
  nChanged 8
		SP:Iteration 33Q (201711.840000 sec): 3 clusters
  Score: Raw -669353.642396 + Penalty 2840.349337 = -666513.293059
  nChanged 9
		SP:Iteration 34Q (201711.940000 sec): 3 clusters
  Score: Raw -669355.347550 + Penalty 2840.349337 = -666514.998212
  nChanged 3
		SP:Iteration 35Q (201712.030000 sec): 3 clusters
  Score: Raw -669355.747453 + Penalty 2840.349337 = -666515.398116
  nChanged 1
		SP:Iteration 36Q (201712.140000 sec): 3 clusters
  Score: Raw -669355.898022 + Penalty 2840.349337 = -666515.548684
  nChanged 0
		SP:Iteration 37F (201712.240000 sec): 3 clusters
  Score: Raw -669355.898022 + Penalty 2840.349337 = -666515.548684
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 60 (2974 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (201712.310000 sec): 2 clusters
  Score: Raw -317725.549027 + Penalty 1299.620258 = -316425.928768
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (201712.360000 sec): 3 clusters
  Score: Raw -316370.341966 + Penalty 2599.240516 = -313771.101450
  nChanged 1146
		SP:Iteration 1F (201712.420000 sec): 3 clusters
  Score: Raw -317191.810188 + Penalty 2599.240516 = -314592.569671
  nChanged 268
		SP:Iteration 2F (201712.470000 sec): 3 clusters
  Score: Raw -317422.233717 + Penalty 2599.240516 = -314822.993200
  nChanged 181
		SP:Iteration 3F (201712.530000 sec): 3 clusters
  Score: Raw -317586.125817 + Penalty 2599.240516 = -314986.885301
  nChanged 149
		SP:Iteration 4F (201712.580000 sec): 3 clusters
  Score: Raw -317698.755143 + Penalty 2599.240516 = -315099.514627
  nChanged 120
		SP:Iteration 5Q (201712.640000 sec): 3 clusters
  Score: Raw -317787.851420 + Penalty 2599.240516 = -315188.610904
  nChanged 103
		SP:Iteration 6Q (201712.690000 sec): 3 clusters
  Score: Raw -317865.891011 + Penalty 2599.240516 = -315266.650495
  nChanged 73
		SP:Iteration 7Q (201712.750000 sec): 3 clusters
  Score: Raw -317914.547263 + Penalty 2599.240516 = -315315.306746
  nChanged 64
		SP:Iteration 8Q (201712.800000 sec): 3 clusters
  Score: Raw -317958.152477 + Penalty 2599.240516 = -315358.911961
  nChanged 55
		SP:Iteration 9Q (201712.850000 sec): 3 clusters
  Score: Raw -317990.574261 + Penalty 2599.240516 = -315391.333744
  nChanged 56
		SP:Iteration 10Q (201712.910000 sec): 3 clusters
  Score: Raw -318021.843595 + Penalty 2599.240516 = -315422.603079
  nChanged 46
		SP:Iteration 11Q (201712.960000 sec): 3 clusters
  Score: Raw -318048.589329 + Penalty 2599.240516 = -315449.348812
  nChanged 37
		SP:Iteration 12Q (201713.010000 sec): 3 clusters
  Score: Raw -318069.925493 + Penalty 2599.240516 = -315470.684977
  nChanged 31
		SP:Iteration 13Q (201713.070000 sec): 3 clusters
  Score: Raw -318084.842989 + Penalty 2599.240516 = -315485.602473
  nChanged 29
		SP:Iteration 14Q (201713.120000 sec): 3 clusters
  Score: Raw -318102.975262 + Penalty 2599.240516 = -315503.734746
  nChanged 29
		SP:Iteration 15Q (201713.170000 sec): 3 clusters
  Score: Raw -318116.161004 + Penalty 2599.240516 = -315516.920487
  nChanged 20
		SP:Iteration 16Q (201713.230000 sec): 3 clusters
  Score: Raw -318125.193850 + Penalty 2599.240516 = -315525.953334
  nChanged 17
		SP:Iteration 17Q (201713.280000 sec): 3 clusters
  Score: Raw -318134.323030 + Penalty 2599.240516 = -315535.082514
  nChanged 16
		SP:Iteration 18Q (201713.330000 sec): 3 clusters
  Score: Raw -318142.726205 + Penalty 2599.240516 = -315543.485688
  nChanged 12
		SP:Iteration 19Q (201713.390000 sec): 3 clusters
  Score: Raw -318149.155817 + Penalty 2599.240516 = -315549.915301
  nChanged 12
		SP:Iteration 20F (201713.440000 sec): 3 clusters
  Score: Raw -318157.809106 + Penalty 2599.240516 = -315558.568589
  nChanged 15
		SP:Iteration 21Q (201713.500000 sec): 3 clusters
  Score: Raw -318164.300968 + Penalty 2599.240516 = -315565.060451
  nChanged 12
		SP:Iteration 22Q (201713.550000 sec): 3 clusters
  Score: Raw -318172.479111 + Penalty 2599.240516 = -315573.238595
  nChanged 15
		SP:Iteration 23Q (201713.610000 sec): 3 clusters
  Score: Raw -318182.879086 + Penalty 2599.240516 = -315583.638569
  nChanged 18
		SP:Iteration 24Q (201713.660000 sec): 3 clusters
  Score: Raw -318193.601354 + Penalty 2599.240516 = -315594.360838
  nChanged 18
		SP:Iteration 25Q (201713.710000 sec): 3 clusters
  Score: Raw -318202.972925 + Penalty 2599.240516 = -315603.732409
  nChanged 11
		SP:Iteration 26Q (201713.760000 sec): 3 clusters
  Score: Raw -318206.236041 + Penalty 2599.240516 = -315606.995525
  nChanged 2
		SP:Iteration 27Q (201713.820000 sec): 3 clusters
  Score: Raw -318206.883610 + Penalty 2599.240516 = -315607.643094
  nChanged 2
		SP:Iteration 28Q (201713.870000 sec): 3 clusters
  Score: Raw -318207.712685 + Penalty 2599.240516 = -315608.472168
  nChanged 1
		SP:Iteration 29Q (201713.920000 sec): 3 clusters
  Score: Raw -318208.207655 + Penalty 2599.240516 = -315608.967139
  nChanged 0
		SP:Iteration 30F (201713.980000 sec): 3 clusters
  Score: Raw -318208.207655 + Penalty 2599.240516 = -315608.967139
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 61 (847 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (201714.030000 sec): 2 clusters
  Score: Raw -95786.172678 + Penalty 1095.526363 = -94690.646315
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (201714.050000 sec): 3 clusters
  Score: Raw -95506.610951 + Penalty 2191.052726 = -93315.558225
  nChanged 240
		SP:Iteration 1F (201714.070000 sec): 3 clusters
  Score: Raw -95764.644388 + Penalty 2191.052726 = -93573.591663
  nChanged 74
		SP:Iteration 2F (201714.080000 sec): 3 clusters
  Score: Raw -95853.477149 + Penalty 2191.052726 = -93662.424423
  nChanged 39
		SP:Iteration 3Q (201714.100000 sec): 3 clusters
  Score: Raw -95903.697708 + Penalty 2191.052726 = -93712.644983
  nChanged 22
		SP:Iteration 4Q (201714.110000 sec): 3 clusters
  Score: Raw -95936.003595 + Penalty 2191.052726 = -93744.950869
  nChanged 21
		SP:Iteration 5Q (201714.130000 sec): 3 clusters
  Score: Raw -95962.181938 + Penalty 2191.052726 = -93771.129212
  nChanged 14
		SP:Iteration 6Q (201714.150000 sec): 3 clusters
  Score: Raw -95976.294445 + Penalty 2191.052726 = -93785.241719
  nChanged 14
		SP:Iteration 7Q (201714.160000 sec): 3 clusters
  Score: Raw -95999.500637 + Penalty 2191.052726 = -93808.447911
  nChanged 16
		SP:Iteration 8Q (201714.180000 sec): 3 clusters
  Score: Raw -96020.039556 + Penalty 2191.052726 = -93828.986831
  nChanged 18
		SP:Iteration 9Q (201714.190000 sec): 3 clusters
  Score: Raw -96050.674917 + Penalty 2191.052726 = -93859.622191
  nChanged 20
		SP:Iteration 10Q (201714.210000 sec): 3 clusters
  Score: Raw -96091.364062 + Penalty 2191.052726 = -93900.311336
  nChanged 21
		SP:Iteration 11Q (201714.230000 sec): 3 clusters
  Score: Raw -96122.032258 + Penalty 2191.052726 = -93930.979532
  nChanged 19
		SP:Iteration 12Q (201714.240000 sec): 3 clusters
  Score: Raw -96146.972272 + Penalty 2191.052726 = -93955.919546
  nChanged 11
		SP:Iteration 13Q (201714.260000 sec): 3 clusters
  Score: Raw -96159.402236 + Penalty 2191.052726 = -93968.349510
  nChanged 10
		SP:Iteration 14Q (201714.270000 sec): 3 clusters
  Score: Raw -96172.555027 + Penalty 2191.052726 = -93981.502301
  nChanged 7
		SP:Iteration 15Q (201714.290000 sec): 3 clusters
  Score: Raw -96182.540720 + Penalty 2191.052726 = -93991.487995
  nChanged 7
		SP:Iteration 16Q (201714.310000 sec): 3 clusters
  Score: Raw -96191.834272 + Penalty 2191.052726 = -94000.781546
  nChanged 8
		SP:Iteration 17Q (201714.320000 sec): 3 clusters
  Score: Raw -96198.639046 + Penalty 2191.052726 = -94007.586321
  nChanged 2
		SP:Iteration 18Q (201714.340000 sec): 3 clusters
  Score: Raw -96200.811549 + Penalty 2191.052726 = -94009.758823
  nChanged 4
		SP:Iteration 19Q (201714.350000 sec): 3 clusters
  Score: Raw -96206.946303 + Penalty 2191.052726 = -94015.893577
  nChanged 4
		SP:Iteration 20F (201714.370000 sec): 3 clusters
  Score: Raw -96213.971162 + Penalty 2191.052726 = -94022.918436
  nChanged 4
		SP:Iteration 21Q (201714.390000 sec): 3 clusters
  Score: Raw -96218.913523 + Penalty 2191.052726 = -94027.860798
  nChanged 4
		SP:Iteration 22Q (201714.400000 sec): 3 clusters
  Score: Raw -96226.963578 + Penalty 2191.052726 = -94035.910852
  nChanged 6
		SP:Iteration 23Q (201714.420000 sec): 3 clusters
  Score: Raw -96235.534166 + Penalty 2191.052726 = -94044.481440
  nChanged 6
		SP:Iteration 24Q (201714.430000 sec): 3 clusters
  Score: Raw -96243.867884 + Penalty 2191.052726 = -94052.815158
  nChanged 2
		SP:Iteration 25Q (201714.450000 sec): 3 clusters
  Score: Raw -96247.649635 + Penalty 2191.052726 = -94056.596909
  nChanged 7
		SP:Iteration 26Q (201714.470000 sec): 3 clusters
  Score: Raw -96257.825592 + Penalty 2191.052726 = -94066.772866
  nChanged 4
		SP:Iteration 27Q (201714.480000 sec): 3 clusters
  Score: Raw -96269.182998 + Penalty 2191.052726 = -94078.130272
  nChanged 5
		SP:Iteration 28Q (201714.500000 sec): 3 clusters
  Score: Raw -96281.104715 + Penalty 2191.052726 = -94090.051989
  nChanged 6
		SP:Iteration 29Q (201714.510000 sec): 3 clusters
  Score: Raw -96291.089308 + Penalty 2191.052726 = -94100.036582
  nChanged 10
		SP:Iteration 30Q (201714.530000 sec): 3 clusters
  Score: Raw -96319.911974 + Penalty 2191.052726 = -94128.859248
  nChanged 13
		SP:Iteration 31Q (201714.550000 sec): 3 clusters
  Score: Raw -96379.930549 + Penalty 2191.052726 = -94188.877824
  nChanged 19
		SP:Iteration 32Q (201714.560000 sec): 3 clusters
  Score: Raw -96536.298693 + Penalty 2191.052726 = -94345.245967
  nChanged 25
		SP:Iteration 33Q (201714.580000 sec): 3 clusters
  Score: Raw -96605.460331 + Penalty 2191.052726 = -94414.407606
  nChanged 16
		SP:Iteration 34Q (201714.590000 sec): 3 clusters
  Score: Raw -96627.875173 + Penalty 2191.052726 = -94436.822447
  nChanged 12
		SP:Iteration 35Q (201714.610000 sec): 3 clusters
  Score: Raw -96641.315815 + Penalty 2191.052726 = -94450.263090
  nChanged 2
		SP:Iteration 36Q (201714.630000 sec): 3 clusters
  Score: Raw -96642.628635 + Penalty 2191.052726 = -94451.575909
  nChanged 3
		SP:Iteration 37Q (201714.640000 sec): 3 clusters
  Score: Raw -96645.499679 + Penalty 2191.052726 = -94454.446953
  nChanged 3
		SP:Iteration 38Q (201714.660000 sec): 3 clusters
  Score: Raw -96647.524674 + Penalty 2191.052726 = -94456.471949
  nChanged 2
		SP:Iteration 39Q (201714.670000 sec): 3 clusters
  Score: Raw -96649.146414 + Penalty 2191.052726 = -94458.093688
  nChanged 1
		SP:Iteration 40F (201714.690000 sec): 3 clusters
  Score: Raw -96652.930461 + Penalty 2191.052726 = -94461.877735
  nChanged 1
		SP:Iteration 41Q (201714.710000 sec): 3 clusters
  Score: Raw -96653.996188 + Penalty 2191.052726 = -94462.943463
  nChanged 0
		SP:Iteration 42F (201714.720000 sec): 3 clusters
  Score: Raw -96653.996188 + Penalty 2191.052726 = -94462.943463
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 62 (6054 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (201714.810000 sec): 2 clusters
  Score: Raw -691648.704781 + Penalty 1415.127105 = -690233.577676
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (201714.930000 sec): 3 clusters
  Score: Raw -688487.793722 + Penalty 2830.254209 = -685657.539513
  nChanged 2502
		SP:Iteration 1F (201715.050000 sec): 3 clusters
  Score: Raw -689871.169490 + Penalty 2830.254209 = -687040.915281
  nChanged 431
		SP:Iteration 2F (201715.160000 sec): 3 clusters
  Score: Raw -690124.065396 + Penalty 2830.254209 = -687293.811187
  nChanged 369
		SP:Iteration 3F (201715.270000 sec): 3 clusters
  Score: Raw -690363.283018 + Penalty 2830.254209 = -687533.028809
  nChanged 323
		SP:Iteration 4F (201715.380000 sec): 3 clusters
  Score: Raw -690573.648970 + Penalty 2830.254209 = -687743.394761
  nChanged 302
		SP:Iteration 5Q (201715.490000 sec): 3 clusters
  Score: Raw -690760.411401 + Penalty 2830.254209 = -687930.157192
  nChanged 282
		SP:Iteration 6Q (201715.590000 sec): 3 clusters
  Score: Raw -690928.217114 + Penalty 2830.254209 = -688097.962905
  nChanged 269
		SP:Iteration 7Q (201715.710000 sec): 3 clusters
  Score: Raw -691084.040676 + Penalty 2830.254209 = -688253.786467
  nChanged 271
		SP:Iteration 8Q (201715.820000 sec): 3 clusters
  Score: Raw -691239.821324 + Penalty 2830.254209 = -688409.567115
  nChanged 252
		SP:Iteration 9Q (201715.930000 sec): 3 clusters
  Score: Raw -691396.160227 + Penalty 2830.254209 = -688565.906018
  nChanged 231
		SP:Iteration 10Q (201716.040000 sec): 3 clusters
  Score: Raw -691546.305524 + Penalty 2830.254209 = -688716.051314
  nChanged 221
		SP:Iteration 11Q (201716.150000 sec): 3 clusters
  Score: Raw -691676.959909 + Penalty 2830.254209 = -688846.705700
  nChanged 170
		SP:Iteration 12Q (201716.260000 sec): 3 clusters
  Score: Raw -691763.050631 + Penalty 2830.254209 = -688932.796422
  nChanged 128
		SP:Iteration 13Q (201716.370000 sec): 3 clusters
  Score: Raw -691822.762077 + Penalty 2830.254209 = -688992.507868
  nChanged 113
		SP:Iteration 14Q (201716.470000 sec): 3 clusters
  Score: Raw -691878.220854 + Penalty 2830.254209 = -689047.966645
  nChanged 105
		SP:Iteration 15Q (201716.580000 sec): 3 clusters
  Score: Raw -691922.444562 + Penalty 2830.254209 = -689092.190353
  nChanged 75
		SP:Iteration 16Q (201716.690000 sec): 3 clusters
  Score: Raw -691953.599715 + Penalty 2830.254209 = -689123.345505
  nChanged 73
		SP:Iteration 17Q (201716.800000 sec): 3 clusters
  Score: Raw -691981.804214 + Penalty 2830.254209 = -689151.550005
  nChanged 58
		SP:Iteration 18Q (201716.910000 sec): 3 clusters
  Score: Raw -692004.612785 + Penalty 2830.254209 = -689174.358576
  nChanged 57
		SP:Iteration 19Q (201717.010000 sec): 3 clusters
  Score: Raw -692026.722990 + Penalty 2830.254209 = -689196.468781
  nChanged 55
		SP:Iteration 20F (201717.120000 sec): 3 clusters
  Score: Raw -692048.708259 + Penalty 2830.254209 = -689218.454049
  nChanged 49
		SP:Iteration 21Q (201717.230000 sec): 3 clusters
  Score: Raw -692065.003521 + Penalty 2830.254209 = -689234.749312
  nChanged 36
		SP:Iteration 22Q (201717.340000 sec): 3 clusters
  Score: Raw -692077.846261 + Penalty 2830.254209 = -689247.592052
  nChanged 34
		SP:Iteration 23Q (201717.450000 sec): 3 clusters
  Score: Raw -692086.561836 + Penalty 2830.254209 = -689256.307627
  nChanged 21
		SP:Iteration 24Q (201717.550000 sec): 3 clusters
  Score: Raw -692093.249304 + Penalty 2830.254209 = -689262.995095
  nChanged 21
		SP:Iteration 25Q (201717.660000 sec): 3 clusters
  Score: Raw -692098.964000 + Penalty 2830.254209 = -689268.709791
  nChanged 20
		SP:Iteration 26Q (201717.770000 sec): 3 clusters
  Score: Raw -692103.836151 + Penalty 2830.254209 = -689273.581942
  nChanged 11
		SP:Iteration 27Q (201717.870000 sec): 3 clusters
  Score: Raw -692105.878253 + Penalty 2830.254209 = -689275.624044
  nChanged 8
		SP:Iteration 28Q (201717.980000 sec): 3 clusters
  Score: Raw -692108.026438 + Penalty 2830.254209 = -689277.772229
  nChanged 14
		SP:Iteration 29Q (201718.090000 sec): 3 clusters
  Score: Raw -692112.454410 + Penalty 2830.254209 = -689282.200201
  nChanged 11
		SP:Iteration 30Q (201718.200000 sec): 3 clusters
  Score: Raw -692114.662402 + Penalty 2830.254209 = -689284.408193
  nChanged 14
		SP:Iteration 31Q (201718.300000 sec): 3 clusters
  Score: Raw -692119.324189 + Penalty 2830.254209 = -689289.069979
  nChanged 16
		SP:Iteration 32Q (201718.410000 sec): 3 clusters
  Score: Raw -692123.650873 + Penalty 2830.254209 = -689293.396664
  nChanged 9
		SP:Iteration 33Q (201718.520000 sec): 3 clusters
  Score: Raw -692126.635695 + Penalty 2830.254209 = -689296.381486
  nChanged 10
		SP:Iteration 34Q (201718.630000 sec): 3 clusters
  Score: Raw -692130.506852 + Penalty 2830.254209 = -689300.252643
  nChanged 12
		SP:Iteration 35Q (201718.740000 sec): 3 clusters
  Score: Raw -692134.862655 + Penalty 2830.254209 = -689304.608446
  nChanged 19
		SP:Iteration 36Q (201718.840000 sec): 3 clusters
  Score: Raw -692140.899055 + Penalty 2830.254209 = -689310.644846
  nChanged 14
		SP:Iteration 37Q (201718.950000 sec): 3 clusters
  Score: Raw -692144.675993 + Penalty 2830.254209 = -689314.421784
  nChanged 15
		SP:Iteration 38Q (201719.060000 sec): 3 clusters
  Score: Raw -692149.463803 + Penalty 2830.254209 = -689319.209594
  nChanged 15
		SP:Iteration 39Q (201719.160000 sec): 3 clusters
  Score: Raw -692153.768943 + Penalty 2830.254209 = -689323.514734
  nChanged 17
		SP:Iteration 40F (201719.270000 sec): 3 clusters
  Score: Raw -692159.294698 + Penalty 2830.254209 = -689329.040489
  nChanged 13
		SP:Iteration 41Q (201719.380000 sec): 3 clusters
  Score: Raw -692164.595065 + Penalty 2830.254209 = -689334.340856
  nChanged 12
		SP:Iteration 42Q (201719.480000 sec): 3 clusters
  Score: Raw -692169.076364 + Penalty 2830.254209 = -689338.822155
  nChanged 9
		SP:Iteration 43Q (201719.590000 sec): 3 clusters
  Score: Raw -692171.823658 + Penalty 2830.254209 = -689341.569449
  nChanged 8
		SP:Iteration 44Q (201719.700000 sec): 3 clusters
  Score: Raw -692174.693320 + Penalty 2830.254209 = -689344.439111
  nChanged 9
		SP:Iteration 45Q (201719.800000 sec): 3 clusters
  Score: Raw -692178.000108 + Penalty 2830.254209 = -689347.745899
  nChanged 10
		SP:Iteration 46Q (201719.910000 sec): 3 clusters
  Score: Raw -692181.186361 + Penalty 2830.254209 = -689350.932151
  nChanged 9
		SP:Iteration 47Q (201720.020000 sec): 3 clusters
  Score: Raw -692183.610962 + Penalty 2830.254209 = -689353.356753
  nChanged 11
		SP:Iteration 48Q (201720.120000 sec): 3 clusters
  Score: Raw -692188.144657 + Penalty 2830.254209 = -689357.890448
  nChanged 14
		SP:Iteration 49Q (201720.230000 sec): 3 clusters
  Score: Raw -692192.439156 + Penalty 2830.254209 = -689362.184947
  nChanged 14
		SP:Iteration 50Q (201720.330000 sec): 3 clusters
  Score: Raw -692196.621398 + Penalty 2830.254209 = -689366.367189
  nChanged 7
		SP:Iteration 51Q (201720.440000 sec): 3 clusters
  Score: Raw -692199.296653 + Penalty 2830.254209 = -689369.042444
  nChanged 9
		SP:Iteration 52Q (201720.540000 sec): 3 clusters
  Score: Raw -692202.153036 + Penalty 2830.254209 = -689371.898827
  nChanged 7
		SP:Iteration 53Q (201720.650000 sec): 3 clusters
  Score: Raw -692204.990524 + Penalty 2830.254209 = -689374.736315
  nChanged 8
		SP:Iteration 54Q (201720.760000 sec): 3 clusters
  Score: Raw -692207.313389 + Penalty 2830.254209 = -689377.059180
  nChanged 6
		SP:Iteration 55Q (201720.860000 sec): 3 clusters
  Score: Raw -692209.776637 + Penalty 2830.254209 = -689379.522428
  nChanged 10
		SP:Iteration 56Q (201720.970000 sec): 3 clusters
  Score: Raw -692213.187097 + Penalty 2830.254209 = -689382.932888
  nChanged 8
		SP:Iteration 57Q (201721.070000 sec): 3 clusters
  Score: Raw -692214.874488 + Penalty 2830.254209 = -689384.620279
  nChanged 4
		SP:Iteration 58Q (201721.180000 sec): 3 clusters
  Score: Raw -692216.794460 + Penalty 2830.254209 = -689386.540251
  nChanged 6
		SP:Iteration 59Q (201721.280000 sec): 3 clusters
  Score: Raw -692218.617061 + Penalty 2830.254209 = -689388.362852
  nChanged 8
		SP:Iteration 60F (201721.390000 sec): 3 clusters
  Score: Raw -692221.314513 + Penalty 2830.254209 = -689391.060304
  nChanged 5
		SP:Iteration 61Q (201721.500000 sec): 3 clusters
  Score: Raw -692223.057988 + Penalty 2830.254209 = -689392.803779
  nChanged 3
		SP:Iteration 62Q (201721.600000 sec): 3 clusters
  Score: Raw -692224.714962 + Penalty 2830.254209 = -689394.460753
  nChanged 3
		SP:Iteration 63Q (201721.700000 sec): 3 clusters
  Score: Raw -692225.736886 + Penalty 2830.254209 = -689395.482677
  nChanged 3
		SP:Iteration 64Q (201721.810000 sec): 3 clusters
  Score: Raw -692226.383152 + Penalty 2830.254209 = -689396.128943
  nChanged 1
		SP:Iteration 65Q (201721.920000 sec): 3 clusters
  Score: Raw -692226.699690 + Penalty 2830.254209 = -689396.445481
  nChanged 3
		SP:Iteration 66Q (201722.020000 sec): 3 clusters
  Score: Raw -692227.470593 + Penalty 2830.254209 = -689397.216384
  nChanged 3
		SP:Iteration 67Q (201722.120000 sec): 3 clusters
  Score: Raw -692228.899284 + Penalty 2830.254209 = -689398.645075
  nChanged 5
		SP:Iteration 68Q (201722.230000 sec): 3 clusters
  Score: Raw -692230.306931 + Penalty 2830.254209 = -689400.052722
  nChanged 7
		SP:Iteration 69Q (201722.340000 sec): 3 clusters
  Score: Raw -692231.964251 + Penalty 2830.254209 = -689401.710042
  nChanged 5
		SP:Iteration 70Q (201722.440000 sec): 3 clusters
  Score: Raw -692233.271133 + Penalty 2830.254209 = -689403.016923
  nChanged 3
		SP:Iteration 71Q (201722.540000 sec): 3 clusters
  Score: Raw -692234.337780 + Penalty 2830.254209 = -689404.083571
  nChanged 5
		SP:Iteration 72Q (201722.650000 sec): 3 clusters
  Score: Raw -692235.564834 + Penalty 2830.254209 = -689405.310625
  nChanged 4
		SP:Iteration 73Q (201722.750000 sec): 3 clusters
  Score: Raw -692236.633465 + Penalty 2830.254209 = -689406.379256
  nChanged 2
		SP:Iteration 74Q (201722.860000 sec): 3 clusters
  Score: Raw -692237.213021 + Penalty 2830.254209 = -689406.958812
  nChanged 2
		SP:Iteration 75Q (201722.960000 sec): 3 clusters
  Score: Raw -692237.751636 + Penalty 2830.254209 = -689407.497427
  nChanged 1
		SP:Iteration 76Q (201723.070000 sec): 3 clusters
  Score: Raw -692237.843304 + Penalty 2830.254209 = -689407.589095
  nChanged 0
		SP:Iteration 77F (201723.180000 sec): 3 clusters
  Score: Raw -692237.843304 + Penalty 2830.254209 = -689407.589095
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 63 (4618 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (201723.250000 sec): 2 clusters
  Score: Raw -488151.516477 + Penalty 1371.129011 = -486780.387466
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (201723.350000 sec): 3 clusters
  Score: Raw -485756.535379 + Penalty 2742.258022 = -483014.277357
  nChanged 1908
		SP:Iteration 1F (201723.440000 sec): 3 clusters
  Score: Raw -486948.178094 + Penalty 2742.258022 = -484205.920072
  nChanged 391
		SP:Iteration 2F (201723.520000 sec): 3 clusters
  Score: Raw -487260.121419 + Penalty 2742.258022 = -484517.863398
  nChanged 324
		SP:Iteration 3F (201723.600000 sec): 3 clusters
  Score: Raw -487527.668944 + Penalty 2742.258022 = -484785.410922
  nChanged 271
		SP:Iteration 4F (201723.680000 sec): 3 clusters
  Score: Raw -487755.647400 + Penalty 2742.258022 = -485013.389379
  nChanged 231
		SP:Iteration 5F (201723.770000 sec): 3 clusters
  Score: Raw -487935.789418 + Penalty 2742.258022 = -485193.531396
  nChanged 203
		SP:Iteration 6Q (201723.850000 sec): 3 clusters
  Score: Raw -488073.973535 + Penalty 2742.258022 = -485331.715513
  nChanged 168
		SP:Iteration 7Q (201723.930000 sec): 3 clusters
  Score: Raw -488184.665280 + Penalty 2742.258022 = -485442.407258
  nChanged 162
		SP:Iteration 8Q (201724.020000 sec): 3 clusters
  Score: Raw -488273.344213 + Penalty 2742.258022 = -485531.086191
  nChanged 129
		SP:Iteration 9Q (201724.100000 sec): 3 clusters
  Score: Raw -488338.134064 + Penalty 2742.258022 = -485595.876043
  nChanged 114
		SP:Iteration 10Q (201724.180000 sec): 3 clusters
  Score: Raw -488387.977377 + Penalty 2742.258022 = -485645.719356
  nChanged 84
		SP:Iteration 11Q (201724.260000 sec): 3 clusters
  Score: Raw -488421.743838 + Penalty 2742.258022 = -485679.485817
  nChanged 51
		SP:Iteration 12Q (201724.340000 sec): 3 clusters
  Score: Raw -488442.188734 + Penalty 2742.258022 = -485699.930712
  nChanged 49
		SP:Iteration 13Q (201724.420000 sec): 3 clusters
  Score: Raw -488460.016774 + Penalty 2742.258022 = -485717.758752
  nChanged 49
		SP:Iteration 14Q (201724.510000 sec): 3 clusters
  Score: Raw -488476.867759 + Penalty 2742.258022 = -485734.609737
  nChanged 28
		SP:Iteration 15Q (201724.590000 sec): 3 clusters
  Score: Raw -488492.179846 + Penalty 2742.258022 = -485749.921825
  nChanged 41
		SP:Iteration 16Q (201724.670000 sec): 3 clusters
  Score: Raw -488514.833533 + Penalty 2742.258022 = -485772.575511
  nChanged 56
		SP:Iteration 17Q (201724.750000 sec): 3 clusters
  Score: Raw -488545.900926 + Penalty 2742.258022 = -485803.642905
  nChanged 54
		SP:Iteration 18Q (201724.830000 sec): 3 clusters
  Score: Raw -488563.653729 + Penalty 2742.258022 = -485821.395707
  nChanged 38
		SP:Iteration 19Q (201724.910000 sec): 3 clusters
  Score: Raw -488583.680027 + Penalty 2742.258022 = -485841.422005
  nChanged 33
		SP:Iteration 20F (201725.000000 sec): 3 clusters
  Score: Raw -488600.696943 + Penalty 2742.258022 = -485858.438921
  nChanged 34
		SP:Iteration 21Q (201725.080000 sec): 3 clusters
  Score: Raw -488614.254261 + Penalty 2742.258022 = -485871.996239
  nChanged 29
		SP:Iteration 22Q (201725.160000 sec): 3 clusters
  Score: Raw -488624.793578 + Penalty 2742.258022 = -485882.535556
  nChanged 26
		SP:Iteration 23Q (201725.240000 sec): 3 clusters
  Score: Raw -488630.848471 + Penalty 2742.258022 = -485888.590449
  nChanged 25
		SP:Iteration 24Q (201725.320000 sec): 3 clusters
  Score: Raw -488638.723786 + Penalty 2742.258022 = -485896.465764
  nChanged 28
		SP:Iteration 25Q (201725.400000 sec): 3 clusters
  Score: Raw -488647.070631 + Penalty 2742.258022 = -485904.812609
  nChanged 22
		SP:Iteration 26Q (201725.480000 sec): 3 clusters
  Score: Raw -488653.433838 + Penalty 2742.258022 = -485911.175817
  nChanged 17
		SP:Iteration 27Q (201725.570000 sec): 3 clusters
  Score: Raw -488657.654471 + Penalty 2742.258022 = -485915.396449
  nChanged 12
		SP:Iteration 28Q (201725.650000 sec): 3 clusters
  Score: Raw -488659.996922 + Penalty 2742.258022 = -485917.738901
  nChanged 13
		SP:Iteration 29Q (201725.730000 sec): 3 clusters
  Score: Raw -488664.210880 + Penalty 2742.258022 = -485921.952858
  nChanged 15
		SP:Iteration 30Q (201725.810000 sec): 3 clusters
  Score: Raw -488667.843964 + Penalty 2742.258022 = -485925.585942
  nChanged 9
		SP:Iteration 31Q (201725.890000 sec): 3 clusters
  Score: Raw -488670.187065 + Penalty 2742.258022 = -485927.929043
  nChanged 8
		SP:Iteration 32Q (201725.980000 sec): 3 clusters
  Score: Raw -488671.994034 + Penalty 2742.258022 = -485929.736012
  nChanged 6
		SP:Iteration 33Q (201726.060000 sec): 3 clusters
  Score: Raw -488673.148988 + Penalty 2742.258022 = -485930.890966
  nChanged 5
		SP:Iteration 34Q (201726.140000 sec): 3 clusters
  Score: Raw -488673.649134 + Penalty 2742.258022 = -485931.391112
  nChanged 2
		SP:Iteration 35Q (201726.220000 sec): 3 clusters
  Score: Raw -488674.006774 + Penalty 2742.258022 = -485931.748752
  nChanged 2
		SP:Iteration 36Q (201726.300000 sec): 3 clusters
  Score: Raw -488674.891647 + Penalty 2742.258022 = -485932.633626
  nChanged 2
		SP:Iteration 37Q (201726.380000 sec): 3 clusters
  Score: Raw -488675.468333 + Penalty 2742.258022 = -485933.210312
  nChanged 3
		SP:Iteration 38Q (201726.460000 sec): 3 clusters
  Score: Raw -488676.661087 + Penalty 2742.258022 = -485934.403065
  nChanged 5
		SP:Iteration 39Q (201726.540000 sec): 3 clusters
  Score: Raw -488677.517188 + Penalty 2742.258022 = -485935.259166
  nChanged 3
		SP:Iteration 40F (201726.630000 sec): 3 clusters
  Score: Raw -488678.281869 + Penalty 2742.258022 = -485936.023847
  nChanged 4
		SP:Iteration 41Q (201726.710000 sec): 3 clusters
  Score: Raw -488679.312181 + Penalty 2742.258022 = -485937.054159
  nChanged 2
		SP:Iteration 42Q (201726.790000 sec): 3 clusters
  Score: Raw -488680.260048 + Penalty 2742.258022 = -485938.002027
  nChanged 1
		SP:Iteration 43Q (201726.870000 sec): 3 clusters
  Score: Raw -488680.368360 + Penalty 2742.258022 = -485938.110338
  nChanged 1
		SP:Iteration 44Q (201726.950000 sec): 3 clusters
  Score: Raw -488680.687614 + Penalty 2742.258022 = -485938.429592
  nChanged 1
		SP:Iteration 45Q (201727.040000 sec): 3 clusters
  Score: Raw -488681.253484 + Penalty 2742.258022 = -485938.995462
  nChanged 3
		SP:Iteration 46Q (201727.120000 sec): 3 clusters
  Score: Raw -488681.654121 + Penalty 2742.258022 = -485939.396099
  nChanged 1
		SP:Iteration 47Q (201727.200000 sec): 3 clusters
  Score: Raw -488681.715486 + Penalty 2742.258022 = -485939.457464
  nChanged 1
		SP:Iteration 48Q (201727.280000 sec): 3 clusters
  Score: Raw -488681.936409 + Penalty 2742.258022 = -485939.678387
  nChanged 2
		SP:Iteration 49Q (201727.360000 sec): 3 clusters
  Score: Raw -488682.216190 + Penalty 2742.258022 = -485939.958168
  nChanged 2
		SP:Iteration 50Q (201727.440000 sec): 3 clusters
  Score: Raw -488682.950830 + Penalty 2742.258022 = -485940.692809
  nChanged 2
		SP:Iteration 51Q (201727.520000 sec): 3 clusters
  Score: Raw -488683.292194 + Penalty 2742.258022 = -485941.034173
  nChanged 1
		SP:Iteration 52Q (201727.600000 sec): 3 clusters
  Score: Raw -488683.733083 + Penalty 2742.258022 = -485941.475061
  nChanged 2
		SP:Iteration 53Q (201727.680000 sec): 3 clusters
  Score: Raw -488684.438830 + Penalty 2742.258022 = -485942.180809
  nChanged 4
		SP:Iteration 54Q (201727.770000 sec): 3 clusters
  Score: Raw -488685.556320 + Penalty 2742.258022 = -485943.298299
  nChanged 4
		SP:Iteration 55Q (201727.850000 sec): 3 clusters
  Score: Raw -488686.136546 + Penalty 2742.258022 = -485943.878524
  nChanged 0
		SP:Iteration 56F (201727.930000 sec): 3 clusters
  Score: Raw -488686.136546 + Penalty 2742.258022 = -485943.878524
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 64 (8121 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (201728.020000 sec): 2 clusters
  Score: Raw -953204.704188 + Penalty 1462.858894 = -951741.845294
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (201728.180000 sec): 3 clusters
  Score: Raw -948678.762723 + Penalty 2925.717788 = -945753.044935
  nChanged 3515
		SP:Iteration 1F (201728.320000 sec): 3 clusters
  Score: Raw -950718.157644 + Penalty 2925.717788 = -947792.439856
  nChanged 545
		SP:Iteration 2F (201728.440000 sec): 3 clusters
  Score: Raw -951025.551998 + Penalty 2925.717788 = -948099.834210
  nChanged 483
		SP:Iteration 3F (201728.570000 sec): 3 clusters
  Score: Raw -951277.959764 + Penalty 2925.717788 = -948352.241976
  nChanged 396
		SP:Iteration 4Q (201728.700000 sec): 3 clusters
  Score: Raw -951505.302984 + Penalty 2925.717788 = -948579.585196
  nChanged 397
		SP:Iteration 5Q (201728.830000 sec): 3 clusters
  Score: Raw -951726.432864 + Penalty 2925.717788 = -948800.715076
  nChanged 343
		SP:Iteration 6Q (201728.960000 sec): 3 clusters
  Score: Raw -951916.908390 + Penalty 2925.717788 = -948991.190602
  nChanged 303
		SP:Iteration 7Q (201729.090000 sec): 3 clusters
  Score: Raw -952112.791885 + Penalty 2925.717788 = -949187.074097
  nChanged 290
		SP:Iteration 8Q (201729.220000 sec): 3 clusters
  Score: Raw -952315.228224 + Penalty 2925.717788 = -949389.510436
  nChanged 301
		SP:Iteration 9Q (201729.340000 sec): 3 clusters
  Score: Raw -952606.751825 + Penalty 2925.717788 = -949681.034037
  nChanged 289
		SP:Iteration 10Q (201729.470000 sec): 3 clusters
  Score: Raw -952933.344502 + Penalty 2925.717788 = -950007.626714
  nChanged 263
		SP:Iteration 11Q (201729.600000 sec): 3 clusters
  Score: Raw -953214.878232 + Penalty 2925.717788 = -950289.160444
  nChanged 262
		SP:Iteration 12Q (201729.720000 sec): 3 clusters
  Score: Raw -953451.843993 + Penalty 2925.717788 = -950526.126205
  nChanged 240
		SP:Iteration 13Q (201729.840000 sec): 3 clusters
  Score: Raw -953606.770262 + Penalty 2925.717788 = -950681.052474
  nChanged 206
		SP:Iteration 14Q (201729.960000 sec): 3 clusters
  Score: Raw -953707.166369 + Penalty 2925.717788 = -950781.448581
  nChanged 149
		SP:Iteration 15Q (201730.070000 sec): 3 clusters
  Score: Raw -953774.163183 + Penalty 2925.717788 = -950848.445396
  nChanged 108
		SP:Iteration 16Q (201730.190000 sec): 3 clusters
  Score: Raw -953813.104299 + Penalty 2925.717788 = -950887.386511
  nChanged 88
		SP:Iteration 17Q (201730.310000 sec): 3 clusters
  Score: Raw -953840.748255 + Penalty 2925.717788 = -950915.030467
  nChanged 78
		SP:Iteration 18Q (201730.430000 sec): 3 clusters
  Score: Raw -953864.386160 + Penalty 2925.717788 = -950938.668372
  nChanged 77
		SP:Iteration 19Q (201730.560000 sec): 3 clusters
  Score: Raw -953888.617862 + Penalty 2925.717788 = -950962.900074
  nChanged 80
		SP:Iteration 20F (201730.670000 sec): 3 clusters
  Score: Raw -953911.702024 + Penalty 2925.717788 = -950985.984236
  nChanged 59
		SP:Iteration 21Q (201730.790000 sec): 3 clusters
  Score: Raw -953930.418050 + Penalty 2925.717788 = -951004.700262
  nChanged 58
		SP:Iteration 22Q (201730.910000 sec): 3 clusters
  Score: Raw -953945.841354 + Penalty 2925.717788 = -951020.123566
  nChanged 49
		SP:Iteration 23Q (201731.030000 sec): 3 clusters
  Score: Raw -953957.740869 + Penalty 2925.717788 = -951032.023081
  nChanged 41
		SP:Iteration 24Q (201731.140000 sec): 3 clusters
  Score: Raw -953966.781731 + Penalty 2925.717788 = -951041.063944
  nChanged 38
		SP:Iteration 25Q (201731.260000 sec): 3 clusters
  Score: Raw -953975.458316 + Penalty 2925.717788 = -951049.740528
  nChanged 36
		SP:Iteration 26Q (201731.380000 sec): 3 clusters
  Score: Raw -953984.480435 + Penalty 2925.717788 = -951058.762648
  nChanged 34
		SP:Iteration 27Q (201731.500000 sec): 3 clusters
  Score: Raw -953991.406555 + Penalty 2925.717788 = -951065.688767
  nChanged 26
		SP:Iteration 28Q (201731.620000 sec): 3 clusters
  Score: Raw -953996.140281 + Penalty 2925.717788 = -951070.422493
  nChanged 27
		SP:Iteration 29Q (201731.740000 sec): 3 clusters
  Score: Raw -954000.986187 + Penalty 2925.717788 = -951075.268399
  nChanged 20
		SP:Iteration 30Q (201731.850000 sec): 3 clusters
  Score: Raw -954004.833800 + Penalty 2925.717788 = -951079.116012
  nChanged 20
		SP:Iteration 31Q (201731.980000 sec): 3 clusters
  Score: Raw -954008.635453 + Penalty 2925.717788 = -951082.917665
  nChanged 19
		SP:Iteration 32Q (201732.100000 sec): 3 clusters
  Score: Raw -954011.738749 + Penalty 2925.717788 = -951086.020961
  nChanged 19
		SP:Iteration 33Q (201732.210000 sec): 3 clusters
  Score: Raw -954015.588180 + Penalty 2925.717788 = -951089.870392
  nChanged 21
		SP:Iteration 34Q (201732.330000 sec): 3 clusters
  Score: Raw -954020.258989 + Penalty 2925.717788 = -951094.541201
  nChanged 24
		SP:Iteration 35Q (201732.450000 sec): 3 clusters
  Score: Raw -954025.563980 + Penalty 2925.717788 = -951099.846193
  nChanged 27
		SP:Iteration 36Q (201732.570000 sec): 3 clusters
  Score: Raw -954031.704191 + Penalty 2925.717788 = -951105.986403
  nChanged 24
		SP:Iteration 37Q (201732.690000 sec): 3 clusters
  Score: Raw -954037.997705 + Penalty 2925.717788 = -951112.279917
  nChanged 21
		SP:Iteration 38Q (201732.810000 sec): 3 clusters
  Score: Raw -954041.936000 + Penalty 2925.717788 = -951116.218212
  nChanged 20
		SP:Iteration 39Q (201732.920000 sec): 3 clusters
  Score: Raw -954045.933432 + Penalty 2925.717788 = -951120.215644
  nChanged 23
		SP:Iteration 40F (201733.050000 sec): 3 clusters
  Score: Raw -954050.443336 + Penalty 2925.717788 = -951124.725548
  nChanged 14
		SP:Iteration 41Q (201733.170000 sec): 3 clusters
  Score: Raw -954052.980010 + Penalty 2925.717788 = -951127.262222
  nChanged 14
		SP:Iteration 42Q (201733.280000 sec): 3 clusters
  Score: Raw -954055.295524 + Penalty 2925.717788 = -951129.577736
  nChanged 23
		SP:Iteration 43Q (201733.400000 sec): 3 clusters
  Score: Raw -954059.763578 + Penalty 2925.717788 = -951134.045790
  nChanged 19
		SP:Iteration 44Q (201733.520000 sec): 3 clusters
  Score: Raw -954063.693028 + Penalty 2925.717788 = -951137.975240
  nChanged 22
		SP:Iteration 45Q (201733.640000 sec): 3 clusters
  Score: Raw -954067.995192 + Penalty 2925.717788 = -951142.277404
  nChanged 23
		SP:Iteration 46Q (201733.750000 sec): 3 clusters
  Score: Raw -954073.879325 + Penalty 2925.717788 = -951148.161537
  nChanged 31
		SP:Iteration 47Q (201733.880000 sec): 3 clusters
  Score: Raw -954082.679369 + Penalty 2925.717788 = -951156.961581
  nChanged 36
		SP:Iteration 48Q (201734.000000 sec): 3 clusters
  Score: Raw -954094.171689 + Penalty 2925.717788 = -951168.453901
  nChanged 40
		SP:Iteration 49Q (201734.110000 sec): 3 clusters
  Score: Raw -954106.784160 + Penalty 2925.717788 = -951181.066372
  nChanged 41
		SP:Iteration 50Q (201734.230000 sec): 3 clusters
  Score: Raw -954119.380664 + Penalty 2925.717788 = -951193.662876
  nChanged 48
		SP:Iteration 51Q (201734.350000 sec): 3 clusters
  Score: Raw -954131.104791 + Penalty 2925.717788 = -951205.387003
  nChanged 36
		SP:Iteration 52Q (201734.470000 sec): 3 clusters
  Score: Raw -954144.081023 + Penalty 2925.717788 = -951218.363235
  nChanged 47
		SP:Iteration 53Q (201734.590000 sec): 3 clusters
  Score: Raw -954161.563047 + Penalty 2925.717788 = -951235.845259
  nChanged 44
		SP:Iteration 54Q (201734.710000 sec): 3 clusters
  Score: Raw -954177.694619 + Penalty 2925.717788 = -951251.976831
  nChanged 49
		SP:Iteration 55Q (201734.820000 sec): 3 clusters
  Score: Raw -954197.600205 + Penalty 2925.717788 = -951271.882417
  nChanged 49
		SP:Iteration 56Q (201734.940000 sec): 3 clusters
  Score: Raw -954216.466329 + Penalty 2925.717788 = -951290.748541
  nChanged 51
		SP:Iteration 57Q (201735.060000 sec): 3 clusters
  Score: Raw -954232.587592 + Penalty 2925.717788 = -951306.869804
  nChanged 42
		SP:Iteration 58Q (201735.180000 sec): 3 clusters
  Score: Raw -954245.235780 + Penalty 2925.717788 = -951319.517992
  nChanged 52
		SP:Iteration 59Q (201735.300000 sec): 3 clusters
  Score: Raw -954263.954392 + Penalty 2925.717788 = -951338.236604
  nChanged 61
		SP:Iteration 60F (201735.430000 sec): 3 clusters
  Score: Raw -954291.722251 + Penalty 2925.717788 = -951366.004463
  nChanged 66
		SP:Iteration 61Q (201735.540000 sec): 3 clusters
  Score: Raw -954321.275103 + Penalty 2925.717788 = -951395.557315
  nChanged 71
		SP:Iteration 62Q (201735.660000 sec): 3 clusters
  Score: Raw -954351.503453 + Penalty 2925.717788 = -951425.785665
  nChanged 76
		SP:Iteration 63Q (201735.780000 sec): 3 clusters
  Score: Raw -954382.784642 + Penalty 2925.717788 = -951457.066854
  nChanged 62
		SP:Iteration 64Q (201735.900000 sec): 3 clusters
  Score: Raw -954406.020114 + Penalty 2925.717788 = -951480.302326
  nChanged 57
		SP:Iteration 65Q (201736.020000 sec): 3 clusters
  Score: Raw -954422.643700 + Penalty 2925.717788 = -951496.925912
  nChanged 45
		SP:Iteration 66Q (201736.140000 sec): 3 clusters
  Score: Raw -954433.955709 + Penalty 2925.717788 = -951508.237921
  nChanged 34
		SP:Iteration 67Q (201736.260000 sec): 3 clusters
  Score: Raw -954440.605613 + Penalty 2925.717788 = -951514.887825
  nChanged 22
		SP:Iteration 68Q (201736.380000 sec): 3 clusters
  Score: Raw -954445.162179 + Penalty 2925.717788 = -951519.444391
  nChanged 21
		SP:Iteration 69Q (201736.490000 sec): 3 clusters
  Score: Raw -954448.833259 + Penalty 2925.717788 = -951523.115471
  nChanged 18
		SP:Iteration 70Q (201736.620000 sec): 3 clusters
  Score: Raw -954452.313722 + Penalty 2925.717788 = -951526.595934
  nChanged 23
		SP:Iteration 71Q (201736.740000 sec): 3 clusters
  Score: Raw -954458.348266 + Penalty 2925.717788 = -951532.630479
  nChanged 21
		SP:Iteration 72Q (201736.860000 sec): 3 clusters
  Score: Raw -954463.386220 + Penalty 2925.717788 = -951537.668432
  nChanged 20
		SP:Iteration 73Q (201736.970000 sec): 3 clusters
  Score: Raw -954467.291805 + Penalty 2925.717788 = -951541.574017
  nChanged 18
		SP:Iteration 74Q (201737.100000 sec): 3 clusters
  Score: Raw -954470.904049 + Penalty 2925.717788 = -951545.186261
  nChanged 21
		SP:Iteration 75Q (201737.220000 sec): 3 clusters
  Score: Raw -954475.432556 + Penalty 2925.717788 = -951549.714768
  nChanged 19
		SP:Iteration 76Q (201737.340000 sec): 3 clusters
  Score: Raw -954478.931569 + Penalty 2925.717788 = -951553.213781
  nChanged 12
		SP:Iteration 77Q (201737.450000 sec): 3 clusters
  Score: Raw -954480.682008 + Penalty 2925.717788 = -951554.964220
  nChanged 7
		SP:Iteration 78Q (201737.580000 sec): 3 clusters
  Score: Raw -954481.894937 + Penalty 2925.717788 = -951556.177149
  nChanged 8
		SP:Iteration 79Q (201737.700000 sec): 3 clusters
  Score: Raw -954483.169625 + Penalty 2925.717788 = -951557.451837
  nChanged 4
		SP:Iteration 80F (201737.830000 sec): 3 clusters
  Score: Raw -954483.674938 + Penalty 2925.717788 = -951557.957150
  nChanged 3
		SP:Iteration 81Q (201737.950000 sec): 3 clusters
  Score: Raw -954484.087903 + Penalty 2925.717788 = -951558.370115
  nChanged 1
		SP:Iteration 82Q (201738.060000 sec): 3 clusters
  Score: Raw -954484.183651 + Penalty 2925.717788 = -951558.465863
  nChanged 0
		SP:Iteration 83F (201738.190000 sec): 3 clusters
  Score: Raw -954484.183651 + Penalty 2925.717788 = -951558.465863
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 65 (23056 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (201738.400000 sec): 2 clusters
  Score: Raw -2787858.221113 + Penalty 1632.423214 = -2786225.797899
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (201738.720000 sec): 3 clusters
  Score: Raw -2774006.206692 + Penalty 3264.846428 = -2770741.360263
  nChanged 10434
		SP:Iteration 1F (201739.020000 sec): 3 clusters
  Score: Raw -2780087.692562 + Penalty 3264.846428 = -2776822.846134
  nChanged 1383
		SP:Iteration 2F (201739.270000 sec): 3 clusters
  Score: Raw -2780771.763830 + Penalty 3264.846428 = -2777506.917401
  nChanged 1337
		SP:Iteration 3F (201739.520000 sec): 3 clusters
  Score: Raw -2781458.664148 + Penalty 3264.846428 = -2778193.817720
  nChanged 1279
		SP:Iteration 4F (201739.790000 sec): 3 clusters
  Score: Raw -2782126.727562 + Penalty 3264.846428 = -2778861.881134
  nChanged 1190
		SP:Iteration 5F (201740.040000 sec): 3 clusters
  Score: Raw -2782767.941640 + Penalty 3264.846428 = -2779503.095212
  nChanged 1105
		SP:Iteration 6Q (201740.320000 sec): 3 clusters
  Score: Raw -2783363.104745 + Penalty 3264.846428 = -2780098.258317
  nChanged 1039
		SP:Iteration 7Q (201740.590000 sec): 3 clusters
  Score: Raw -2783950.473230 + Penalty 3264.846428 = -2780685.626801
  nChanged 957
		SP:Iteration 8Q (201740.840000 sec): 3 clusters
  Score: Raw -2784474.364331 + Penalty 3264.846428 = -2781209.517903
  nChanged 814
		SP:Iteration 9Q (201741.110000 sec): 3 clusters
  Score: Raw -2784887.222152 + Penalty 3264.846428 = -2781622.375723
  nChanged 724
		SP:Iteration 10Q (201741.380000 sec): 3 clusters
  Score: Raw -2785183.996558 + Penalty 3264.846428 = -2781919.150130
  nChanged 565
		SP:Iteration 11Q (201741.650000 sec): 3 clusters
  Score: Raw -2785368.890931 + Penalty 3264.846428 = -2782104.044502
  nChanged 453
		SP:Iteration 12Q (201741.920000 sec): 3 clusters
  Score: Raw -2785507.616690 + Penalty 3264.846428 = -2782242.770261
  nChanged 372
		SP:Iteration 13Q (201742.180000 sec): 3 clusters
  Score: Raw -2785603.843254 + Penalty 3264.846428 = -2782338.996826
  nChanged 296
		SP:Iteration 14Q (201742.470000 sec): 3 clusters
  Score: Raw -2785675.441158 + Penalty 3264.846428 = -2782410.594729
  nChanged 279
		SP:Iteration 15Q (201742.710000 sec): 3 clusters
  Score: Raw -2785745.024425 + Penalty 3264.846428 = -2782480.177997
  nChanged 290
		SP:Iteration 16Q (201742.980000 sec): 3 clusters
  Score: Raw -2785827.198703 + Penalty 3264.846428 = -2782562.352275
  nChanged 296
		SP:Iteration 17Q (201743.220000 sec): 3 clusters
  Score: Raw -2785914.859211 + Penalty 3264.846428 = -2782650.012783
  nChanged 307
		SP:Iteration 18Q (201743.450000 sec): 3 clusters
  Score: Raw -2786008.169786 + Penalty 3264.846428 = -2782743.323357
  nChanged 306
		SP:Iteration 19Q (201743.740000 sec): 3 clusters
  Score: Raw -2786109.146468 + Penalty 3264.846428 = -2782844.300039
  nChanged 323
		SP:Iteration 20F (201744.040000 sec): 3 clusters
  Score: Raw -2786219.744026 + Penalty 3264.846428 = -2782954.897597
  nChanged 337
		SP:Iteration 21Q (201744.280000 sec): 3 clusters
  Score: Raw -2786335.735645 + Penalty 3264.846428 = -2783070.889217
  nChanged 317
		SP:Iteration 22Q (201744.520000 sec): 3 clusters
  Score: Raw -2786441.737719 + Penalty 3264.846428 = -2783176.891291
  nChanged 327
		SP:Iteration 23Q (201744.800000 sec): 3 clusters
  Score: Raw -2786550.595135 + Penalty 3264.846428 = -2783285.748707
  nChanged 299
		SP:Iteration 24Q (201745.080000 sec): 3 clusters
  Score: Raw -2786652.515305 + Penalty 3264.846428 = -2783387.668877
  nChanged 287
		SP:Iteration 25Q (201745.370000 sec): 3 clusters
  Score: Raw -2786748.413149 + Penalty 3264.846428 = -2783483.566721
  nChanged 257
		SP:Iteration 26Q (201745.610000 sec): 3 clusters
  Score: Raw -2786835.533277 + Penalty 3264.846428 = -2783570.686848
  nChanged 251
		SP:Iteration 27Q (201745.890000 sec): 3 clusters
  Score: Raw -2786918.799365 + Penalty 3264.846428 = -2783653.952937
  nChanged 254
		SP:Iteration 28Q (201746.170000 sec): 3 clusters
  Score: Raw -2787005.337824 + Penalty 3264.846428 = -2783740.491396
  nChanged 220
		SP:Iteration 29Q (201746.430000 sec): 3 clusters
  Score: Raw -2787079.899686 + Penalty 3264.846428 = -2783815.053257
  nChanged 232
		SP:Iteration 30Q (201746.710000 sec): 3 clusters
  Score: Raw -2787171.819528 + Penalty 3264.846428 = -2783906.973099
  nChanged 246
		SP:Iteration 31Q (201746.950000 sec): 3 clusters
  Score: Raw -2787281.218026 + Penalty 3264.846428 = -2784016.371597
  nChanged 265
		SP:Iteration 32Q (201747.220000 sec): 3 clusters
  Score: Raw -2787403.672627 + Penalty 3264.846428 = -2784138.826199
  nChanged 225
		SP:Iteration 33Q (201747.500000 sec): 3 clusters
  Score: Raw -2787514.939545 + Penalty 3264.846428 = -2784250.093117
  nChanged 187
		SP:Iteration 34Q (201747.790000 sec): 3 clusters
  Score: Raw -2787601.164787 + Penalty 3264.846428 = -2784336.318359
  nChanged 160
		SP:Iteration 35Q (201748.060000 sec): 3 clusters
  Score: Raw -2787674.455855 + Penalty 3264.846428 = -2784409.609427
  nChanged 147
		SP:Iteration 36Q (201748.290000 sec): 3 clusters
  Score: Raw -2787743.258831 + Penalty 3264.846428 = -2784478.412403
  nChanged 129
		SP:Iteration 37Q (201748.560000 sec): 3 clusters
  Score: Raw -2787805.983042 + Penalty 3264.846428 = -2784541.136614
  nChanged 111
		SP:Iteration 38Q (201748.840000 sec): 3 clusters
  Score: Raw -2787857.564976 + Penalty 3264.846428 = -2784592.718548
  nChanged 89
		SP:Iteration 39Q (201749.110000 sec): 3 clusters
  Score: Raw -2787907.493912 + Penalty 3264.846428 = -2784642.647484
  nChanged 89
		SP:Iteration 40F (201749.400000 sec): 3 clusters
  Score: Raw -2787968.358303 + Penalty 3264.846428 = -2784703.511874
  nChanged 83
		SP:Iteration 41Q (201749.670000 sec): 3 clusters
  Score: Raw -2788017.815258 + Penalty 3264.846428 = -2784752.968830
  nChanged 71
		SP:Iteration 42Q (201749.950000 sec): 3 clusters
  Score: Raw -2788062.753017 + Penalty 3264.846428 = -2784797.906589
  nChanged 60
		SP:Iteration 43Q (201750.220000 sec): 3 clusters
  Score: Raw -2788096.615731 + Penalty 3264.846428 = -2784831.769302
  nChanged 53
		SP:Iteration 44Q (201750.490000 sec): 3 clusters
  Score: Raw -2788124.292996 + Penalty 3264.846428 = -2784859.446568
  nChanged 40
		SP:Iteration 45Q (201750.730000 sec): 3 clusters
  Score: Raw -2788142.853342 + Penalty 3264.846428 = -2784878.006913
  nChanged 36
		SP:Iteration 46Q (201751.000000 sec): 3 clusters
  Score: Raw -2788161.641424 + Penalty 3264.846428 = -2784896.794996
  nChanged 30
		SP:Iteration 47Q (201751.270000 sec): 3 clusters
  Score: Raw -2788176.120077 + Penalty 3264.846428 = -2784911.273649
  nChanged 33
		SP:Iteration 48Q (201751.550000 sec): 3 clusters
  Score: Raw -2788190.596276 + Penalty 3264.846428 = -2784925.749848
  nChanged 25
		SP:Iteration 49Q (201751.830000 sec): 3 clusters
  Score: Raw -2788204.051575 + Penalty 3264.846428 = -2784939.205146
  nChanged 19
		SP:Iteration 50Q (201752.100000 sec): 3 clusters
  Score: Raw -2788214.632045 + Penalty 3264.846428 = -2784949.785616
  nChanged 19
		SP:Iteration 51Q (201752.380000 sec): 3 clusters
  Score: Raw -2788222.782964 + Penalty 3264.846428 = -2784957.936535
  nChanged 10
		SP:Iteration 52Q (201752.650000 sec): 3 clusters
  Score: Raw -2788227.208517 + Penalty 3264.846428 = -2784962.362088
  nChanged 4
		SP:Iteration 53Q (201752.930000 sec): 3 clusters
  Score: Raw -2788228.841923 + Penalty 3264.846428 = -2784963.995494
  nChanged 3
		SP:Iteration 54Q (201753.160000 sec): 3 clusters
  Score: Raw -2788230.100517 + Penalty 3264.846428 = -2784965.254088
  nChanged 3
		SP:Iteration 55Q (201753.440000 sec): 3 clusters
  Score: Raw -2788230.814156 + Penalty 3264.846428 = -2784965.967728
  nChanged 4
		SP:Iteration 56Q (201753.720000 sec): 3 clusters
  Score: Raw -2788232.375776 + Penalty 3264.846428 = -2784967.529348
  nChanged 6
		SP:Iteration 57Q (201753.990000 sec): 3 clusters
  Score: Raw -2788234.150852 + Penalty 3264.846428 = -2784969.304423
  nChanged 5
		SP:Iteration 58Q (201754.270000 sec): 3 clusters
  Score: Raw -2788236.290222 + Penalty 3264.846428 = -2784971.443793
  nChanged 4
		SP:Iteration 59Q (201754.540000 sec): 3 clusters
  Score: Raw -2788237.727066 + Penalty 3264.846428 = -2784972.880638
  nChanged 6
		SP:Iteration 60F (201754.840000 sec): 3 clusters
  Score: Raw -2788238.970462 + Penalty 3264.846428 = -2784974.124033
  nChanged 4
		SP:Iteration 61Q (201755.070000 sec): 3 clusters
  Score: Raw -2788239.606566 + Penalty 3264.846428 = -2784974.760138
  nChanged 4
		SP:Iteration 62Q (201755.350000 sec): 3 clusters
  Score: Raw -2788241.018076 + Penalty 3264.846428 = -2784976.171648
  nChanged 3
		SP:Iteration 63Q (201755.620000 sec): 3 clusters
  Score: Raw -2788242.536813 + Penalty 3264.846428 = -2784977.690384
  nChanged 4
		SP:Iteration 64Q (201755.900000 sec): 3 clusters
  Score: Raw -2788245.042998 + Penalty 3264.846428 = -2784980.196570
  nChanged 6
		SP:Iteration 65Q (201756.170000 sec): 3 clusters
  Score: Raw -2788248.185015 + Penalty 3264.846428 = -2784983.338586
  nChanged 6
		SP:Iteration 66Q (201756.440000 sec): 3 clusters
  Score: Raw -2788251.646854 + Penalty 3264.846428 = -2784986.800426
  nChanged 7
		SP:Iteration 67Q (201756.720000 sec): 3 clusters
  Score: Raw -2788254.312750 + Penalty 3264.846428 = -2784989.466322
  nChanged 4
		SP:Iteration 68Q (201756.950000 sec): 3 clusters
  Score: Raw -2788255.589061 + Penalty 3264.846428 = -2784990.742633
  nChanged 2
		SP:Iteration 69Q (201757.220000 sec): 3 clusters
  Score: Raw -2788256.823556 + Penalty 3264.846428 = -2784991.977128
  nChanged 3
		SP:Iteration 70Q (201757.500000 sec): 3 clusters
  Score: Raw -2788258.426024 + Penalty 3264.846428 = -2784993.579595
  nChanged 2
		SP:Iteration 71Q (201757.760000 sec): 3 clusters
  Score: Raw -2788258.823751 + Penalty 3264.846428 = -2784993.977323
  nChanged 2
		SP:Iteration 72Q (201758.030000 sec): 3 clusters
  Score: Raw -2788259.753125 + Penalty 3264.846428 = -2784994.906697
  nChanged 2
		SP:Iteration 73Q (201758.310000 sec): 3 clusters
  Score: Raw -2788260.599788 + Penalty 3264.846428 = -2784995.753360
  nChanged 1
		SP:Iteration 74Q (201758.590000 sec): 3 clusters
  Score: Raw -2788261.128075 + Penalty 3264.846428 = -2784996.281646
  nChanged 1
		SP:Iteration 75Q (201758.860000 sec): 3 clusters
  Score: Raw -2788261.499660 + Penalty 3264.846428 = -2784996.653231
  nChanged 1
		SP:Iteration 76Q (201759.130000 sec): 3 clusters
  Score: Raw -2788261.917384 + Penalty 3264.846428 = -2784997.070956
  nChanged 0
		SP:Iteration 77F (201759.430000 sec): 3 clusters
  Score: Raw -2788261.917384 + Penalty 3264.846428 = -2784997.070956
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 66 (1536 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (201759.490000 sec): 2 clusters
  Score: Raw -173467.769778 + Penalty 1192.252248 = -172275.517530
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (201759.520000 sec): 3 clusters
  Score: Raw -172881.249995 + Penalty 2384.504497 = -170496.745498
  nChanged 518
		SP:Iteration 1F (201759.550000 sec): 3 clusters
  Score: Raw -173291.469440 + Penalty 2384.504497 = -170906.964943
  nChanged 137
		SP:Iteration 2F (201759.580000 sec): 3 clusters
  Score: Raw -173416.784110 + Penalty 2384.504497 = -171032.279613
  nChanged 73
		SP:Iteration 3Q (201759.610000 sec): 3 clusters
  Score: Raw -173485.086200 + Penalty 2384.504497 = -171100.581703
  nChanged 60
		SP:Iteration 4Q (201759.630000 sec): 3 clusters
  Score: Raw -173551.451005 + Penalty 2384.504497 = -171166.946509
  nChanged 56
		SP:Iteration 5Q (201759.660000 sec): 3 clusters
  Score: Raw -173604.338984 + Penalty 2384.504497 = -171219.834487
  nChanged 44
		SP:Iteration 6Q (201759.690000 sec): 3 clusters
  Score: Raw -173648.698672 + Penalty 2384.504497 = -171264.194175
  nChanged 36
		SP:Iteration 7Q (201759.720000 sec): 3 clusters
  Score: Raw -173683.285782 + Penalty 2384.504497 = -171298.781285
  nChanged 28
		SP:Iteration 8Q (201759.750000 sec): 3 clusters
  Score: Raw -173706.860678 + Penalty 2384.504497 = -171322.356182
  nChanged 20
		SP:Iteration 9Q (201759.780000 sec): 3 clusters
  Score: Raw -173722.962728 + Penalty 2384.504497 = -171338.458231
  nChanged 14
		SP:Iteration 10Q (201759.810000 sec): 3 clusters
  Score: Raw -173735.189598 + Penalty 2384.504497 = -171350.685101
  nChanged 16
		SP:Iteration 11Q (201759.830000 sec): 3 clusters
  Score: Raw -173745.148102 + Penalty 2384.504497 = -171360.643605
  nChanged 11
		SP:Iteration 12Q (201759.860000 sec): 3 clusters
  Score: Raw -173756.154229 + Penalty 2384.504497 = -171371.649732
  nChanged 4
		SP:Iteration 13Q (201759.890000 sec): 3 clusters
  Score: Raw -173759.877355 + Penalty 2384.504497 = -171375.372858
  nChanged 5
		SP:Iteration 14Q (201759.920000 sec): 3 clusters
  Score: Raw -173764.541056 + Penalty 2384.504497 = -171380.036559
  nChanged 5
		SP:Iteration 15Q (201759.950000 sec): 3 clusters
  Score: Raw -173768.000397 + Penalty 2384.504497 = -171383.495900
  nChanged 4
		SP:Iteration 16Q (201759.970000 sec): 3 clusters
  Score: Raw -173769.971246 + Penalty 2384.504497 = -171385.466750
  nChanged 3
		SP:Iteration 17Q (201760.000000 sec): 3 clusters
  Score: Raw -173772.831615 + Penalty 2384.504497 = -171388.327118
  nChanged 3
		SP:Iteration 18Q (201760.030000 sec): 3 clusters
  Score: Raw -173774.281620 + Penalty 2384.504497 = -171389.777123
  nChanged 0
		SP:Iteration 19F (201760.060000 sec): 3 clusters
  Score: Raw -173774.281620 + Penalty 2384.504497 = -171389.777123
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 67 (359 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (201760.100000 sec): 2 clusters
  Score: Raw -42005.424569 + Penalty 956.039888 = -41049.384681
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (201760.110000 sec): 3 clusters
  Score: Raw -42106.982620 + Penalty 1912.079776 = -40194.902844
  nChanged 91
		SP:Iteration 1F (201760.110000 sec): 3 clusters
  Score: Raw -42249.717827 + Penalty 1912.079776 = -40337.638050
  nChanged 18
		SP:Iteration 2F (201760.120000 sec): 3 clusters
  Score: Raw -42278.075581 + Penalty 1912.079776 = -40365.995804
  nChanged 6
		SP:Iteration 3Q (201760.130000 sec): 3 clusters
  Score: Raw -42288.526260 + Penalty 1912.079776 = -40376.446483
  nChanged 6
		SP:Iteration 4Q (201760.140000 sec): 3 clusters
  Score: Raw -42298.909932 + Penalty 1912.079776 = -40386.830155
  nChanged 4
		SP:Iteration 5Q (201760.150000 sec): 3 clusters
  Score: Raw -42308.390643 + Penalty 1912.079776 = -40396.310867
  nChanged 5
		SP:Iteration 6Q (201760.150000 sec): 3 clusters
  Score: Raw -42318.177268 + Penalty 1912.079776 = -40406.097492
  nChanged 3
		SP:Iteration 7Q (201760.160000 sec): 3 clusters
  Score: Raw -42322.211436 + Penalty 1912.079776 = -40410.131660
  nChanged 1
		SP:Iteration 8Q (201760.170000 sec): 3 clusters
  Score: Raw -42322.778025 + Penalty 1912.079776 = -40410.698249
  nChanged 2
		SP:Iteration 9Q (201760.170000 sec): 3 clusters
  Score: Raw -42326.328173 + Penalty 1912.079776 = -40414.248397
  nChanged 3
		SP:Iteration 10Q (201760.180000 sec): 3 clusters
  Score: Raw -42329.546053 + Penalty 1912.079776 = -40417.466277
  nChanged 3
		SP:Iteration 11Q (201760.190000 sec): 3 clusters
  Score: Raw -42337.236939 + Penalty 1912.079776 = -40425.157163
  nChanged 5
		SP:Iteration 12Q (201760.200000 sec): 3 clusters
  Score: Raw -42343.052546 + Penalty 1912.079776 = -40430.972770
  nChanged 3
		SP:Iteration 13Q (201760.210000 sec): 3 clusters
  Score: Raw -42346.575713 + Penalty 1912.079776 = -40434.495937
  nChanged 4
		SP:Iteration 14Q (201760.210000 sec): 3 clusters
  Score: Raw -42357.212085 + Penalty 1912.079776 = -40445.132308
  nChanged 2
		SP:Iteration 15Q (201760.220000 sec): 3 clusters
  Score: Raw -42359.256207 + Penalty 1912.079776 = -40447.176431
  nChanged 4
		SP:Iteration 16Q (201760.230000 sec): 3 clusters
  Score: Raw -42363.175709 + Penalty 1912.079776 = -40451.095933
  nChanged 1
		SP:Iteration 17Q (201760.240000 sec): 3 clusters
  Score: Raw -42364.396893 + Penalty 1912.079776 = -40452.317117
  nChanged 1
		SP:Iteration 18Q (201760.250000 sec): 3 clusters
  Score: Raw -42365.314342 + Penalty 1912.079776 = -40453.234565
  nChanged 2
		SP:Iteration 19Q (201760.250000 sec): 3 clusters
  Score: Raw -42373.745414 + Penalty 1912.079776 = -40461.665638
  nChanged 4
		SP:Iteration 20F (201760.260000 sec): 3 clusters
  Score: Raw -42383.629435 + Penalty 1912.079776 = -40471.549659
  nChanged 1
		SP:Iteration 21Q (201760.270000 sec): 3 clusters
  Score: Raw -42384.390085 + Penalty 1912.079776 = -40472.310309
  nChanged 0
		SP:Iteration 22F (201760.280000 sec): 3 clusters
  Score: Raw -42384.390085 + Penalty 1912.079776 = -40472.310309
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 68 (1779 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (201760.340000 sec): 2 clusters
  Score: Raw -203627.924641 + Penalty 1216.118587 = -202411.806054
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (201760.370000 sec): 3 clusters
  Score: Raw -202926.679780 + Penalty 2432.237173 = -200494.442607
  nChanged 592
		SP:Iteration 1F (201760.410000 sec): 3 clusters
  Score: Raw -203359.199860 + Penalty 2432.237173 = -200926.962686
  nChanged 133
		SP:Iteration 2F (201760.440000 sec): 3 clusters
  Score: Raw -203479.495711 + Penalty 2432.237173 = -201047.258537
  nChanged 75
		SP:Iteration 3Q (201760.470000 sec): 3 clusters
  Score: Raw -203528.734192 + Penalty 2432.237173 = -201096.497019
  nChanged 50
		SP:Iteration 4Q (201760.510000 sec): 3 clusters
  Score: Raw -203566.254424 + Penalty 2432.237173 = -201134.017251
  nChanged 44
		SP:Iteration 5Q (201760.540000 sec): 3 clusters
  Score: Raw -203598.938711 + Penalty 2432.237173 = -201166.701538
  nChanged 46
		SP:Iteration 6Q (201760.570000 sec): 3 clusters
  Score: Raw -203634.321071 + Penalty 2432.237173 = -201202.083898
  nChanged 37
		SP:Iteration 7Q (201760.600000 sec): 3 clusters
  Score: Raw -203671.345056 + Penalty 2432.237173 = -201239.107883
  nChanged 33
		SP:Iteration 8Q (201760.640000 sec): 3 clusters
  Score: Raw -203704.227009 + Penalty 2432.237173 = -201271.989835
  nChanged 39
		SP:Iteration 9Q (201760.670000 sec): 3 clusters
  Score: Raw -203744.455854 + Penalty 2432.237173 = -201312.218681
  nChanged 43
		SP:Iteration 10Q (201760.700000 sec): 3 clusters
  Score: Raw -203781.437316 + Penalty 2432.237173 = -201349.200142
  nChanged 27
		SP:Iteration 11Q (201760.730000 sec): 3 clusters
  Score: Raw -203799.469595 + Penalty 2432.237173 = -201367.232422
  nChanged 18
		SP:Iteration 12Q (201760.770000 sec): 3 clusters
  Score: Raw -203810.205666 + Penalty 2432.237173 = -201377.968493
  nChanged 16
		SP:Iteration 13Q (201760.800000 sec): 3 clusters
  Score: Raw -203817.216419 + Penalty 2432.237173 = -201384.979246
  nChanged 9
		SP:Iteration 14Q (201760.830000 sec): 3 clusters
  Score: Raw -203821.689138 + Penalty 2432.237173 = -201389.451965
  nChanged 5
		SP:Iteration 15Q (201760.860000 sec): 3 clusters
  Score: Raw -203825.568313 + Penalty 2432.237173 = -201393.331140
  nChanged 5
		SP:Iteration 16Q (201760.900000 sec): 3 clusters
  Score: Raw -203827.548690 + Penalty 2432.237173 = -201395.311517
  nChanged 3
		SP:Iteration 17Q (201760.930000 sec): 3 clusters
  Score: Raw -203828.502067 + Penalty 2432.237173 = -201396.264894
  nChanged 2
		SP:Iteration 18Q (201760.960000 sec): 3 clusters
  Score: Raw -203829.139991 + Penalty 2432.237173 = -201396.902818
  nChanged 0
		SP:Iteration 19F (201760.990000 sec): 3 clusters
  Score: Raw -203829.139991 + Penalty 2432.237173 = -201396.902818
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 69 (13121 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (201761.130000 sec): 2 clusters
  Score: Raw -1531542.742539 + Penalty 1540.820008 = -1530001.922532
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (201761.320000 sec): 3 clusters
  Score: Raw -1523808.083050 + Penalty 3081.640016 = -1520726.443034
  nChanged 5765
		SP:Iteration 1F (201761.500000 sec): 3 clusters
  Score: Raw -1527007.236084 + Penalty 3081.640016 = -1523925.596069
  nChanged 981
		SP:Iteration 2F (201761.680000 sec): 3 clusters
  Score: Raw -1527586.462897 + Penalty 3081.640016 = -1524504.822881
  nChanged 1002
		SP:Iteration 3F (201761.850000 sec): 3 clusters
  Score: Raw -1528234.753979 + Penalty 3081.640016 = -1525153.113963
  nChanged 958
		SP:Iteration 4F (201762.060000 sec): 3 clusters
  Score: Raw -1528915.290085 + Penalty 3081.640016 = -1525833.650069
  nChanged 907
		SP:Iteration 5F (201762.240000 sec): 3 clusters
  Score: Raw -1529576.322988 + Penalty 3081.640016 = -1526494.682972
  nChanged 800
		SP:Iteration 6F (201762.410000 sec): 3 clusters
  Score: Raw -1530148.599780 + Penalty 3081.640016 = -1527066.959764
  nChanged 664
		SP:Iteration 7F (201762.620000 sec): 3 clusters
  Score: Raw -1530621.847740 + Penalty 3081.640016 = -1527540.207725
  nChanged 465
		SP:Iteration 8Q (201762.800000 sec): 3 clusters
  Score: Raw -1530972.686089 + Penalty 3081.640016 = -1527891.046074
  nChanged 369
		SP:Iteration 9Q (201762.980000 sec): 3 clusters
  Score: Raw -1531300.281983 + Penalty 3081.640016 = -1528218.641968
  nChanged 297
		SP:Iteration 10Q (201763.180000 sec): 3 clusters
  Score: Raw -1531514.138628 + Penalty 3081.640016 = -1528432.498612
  nChanged 228
		SP:Iteration 11Q (201763.340000 sec): 3 clusters
  Score: Raw -1531684.534548 + Penalty 3081.640016 = -1528602.894532
  nChanged 209
		SP:Iteration 12Q (201763.510000 sec): 3 clusters
  Score: Raw -1531849.102791 + Penalty 3081.640016 = -1528767.462775
  nChanged 180
		SP:Iteration 13Q (201763.710000 sec): 3 clusters
  Score: Raw -1532024.278357 + Penalty 3081.640016 = -1528942.638341
  nChanged 174
		SP:Iteration 14Q (201763.890000 sec): 3 clusters
  Score: Raw -1532174.209995 + Penalty 3081.640016 = -1529092.569979
  nChanged 142
		SP:Iteration 15Q (201764.060000 sec): 3 clusters
  Score: Raw -1532256.704948 + Penalty 3081.640016 = -1529175.064933
  nChanged 94
		SP:Iteration 16Q (201764.220000 sec): 3 clusters
  Score: Raw -1532304.721726 + Penalty 3081.640016 = -1529223.081710
  nChanged 74
		SP:Iteration 17Q (201764.430000 sec): 3 clusters
  Score: Raw -1532343.066281 + Penalty 3081.640016 = -1529261.426265
  nChanged 59
		SP:Iteration 18Q (201764.590000 sec): 3 clusters
  Score: Raw -1532369.741560 + Penalty 3081.640016 = -1529288.101544
  nChanged 54
		SP:Iteration 19Q (201764.780000 sec): 3 clusters
  Score: Raw -1532388.748255 + Penalty 3081.640016 = -1529307.108240
  nChanged 39
		SP:Iteration 20F (201764.980000 sec): 3 clusters
  Score: Raw -1532399.849141 + Penalty 3081.640016 = -1529318.209126
  nChanged 29
		SP:Iteration 21Q (201765.140000 sec): 3 clusters
  Score: Raw -1532406.709975 + Penalty 3081.640016 = -1529325.069959
  nChanged 16
		SP:Iteration 22Q (201765.310000 sec): 3 clusters
  Score: Raw -1532411.299772 + Penalty 3081.640016 = -1529329.659756
  nChanged 15
		SP:Iteration 23Q (201765.510000 sec): 3 clusters
  Score: Raw -1532415.222397 + Penalty 3081.640016 = -1529333.582381
  nChanged 16
		SP:Iteration 24Q (201765.680000 sec): 3 clusters
  Score: Raw -1532418.738708 + Penalty 3081.640016 = -1529337.098692
  nChanged 9
		SP:Iteration 25Q (201765.850000 sec): 3 clusters
  Score: Raw -1532421.617249 + Penalty 3081.640016 = -1529339.977233
  nChanged 9
		SP:Iteration 26Q (201766.030000 sec): 3 clusters
  Score: Raw -1532424.280874 + Penalty 3081.640016 = -1529342.640858
  nChanged 10
		SP:Iteration 27Q (201766.190000 sec): 3 clusters
  Score: Raw -1532427.089069 + Penalty 3081.640016 = -1529345.449054
  nChanged 7
		SP:Iteration 28Q (201766.380000 sec): 3 clusters
  Score: Raw -1532429.039434 + Penalty 3081.640016 = -1529347.399418
  nChanged 9
		SP:Iteration 29Q (201766.550000 sec): 3 clusters
  Score: Raw -1532430.916782 + Penalty 3081.640016 = -1529349.276766
  nChanged 6
		SP:Iteration 30Q (201766.710000 sec): 3 clusters
  Score: Raw -1532432.449480 + Penalty 3081.640016 = -1529350.809464
  nChanged 8
		SP:Iteration 31Q (201766.900000 sec): 3 clusters
  Score: Raw -1532434.630635 + Penalty 3081.640016 = -1529352.990619
  nChanged 9
		SP:Iteration 32Q (201767.060000 sec): 3 clusters
  Score: Raw -1532437.438035 + Penalty 3081.640016 = -1529355.798019
  nChanged 8
		SP:Iteration 33Q (201767.250000 sec): 3 clusters
  Score: Raw -1532439.281091 + Penalty 3081.640016 = -1529357.641076
  nChanged 3
		SP:Iteration 34Q (201767.440000 sec): 3 clusters
  Score: Raw -1532439.937288 + Penalty 3081.640016 = -1529358.297272
  nChanged 3
		SP:Iteration 35Q (201767.600000 sec): 3 clusters
  Score: Raw -1532441.271049 + Penalty 3081.640016 = -1529359.631033
  nChanged 7
		SP:Iteration 36Q (201767.790000 sec): 3 clusters
  Score: Raw -1532443.831323 + Penalty 3081.640016 = -1529362.191307
  nChanged 9
		SP:Iteration 37Q (201767.980000 sec): 3 clusters
  Score: Raw -1532445.740969 + Penalty 3081.640016 = -1529364.100953
  nChanged 7
		SP:Iteration 38Q (201768.150000 sec): 3 clusters
  Score: Raw -1532447.791635 + Penalty 3081.640016 = -1529366.151619
  nChanged 8
		SP:Iteration 39Q (201768.310000 sec): 3 clusters
  Score: Raw -1532449.472322 + Penalty 3081.640016 = -1529367.832307
  nChanged 8
		SP:Iteration 40F (201768.540000 sec): 3 clusters
  Score: Raw -1532450.928345 + Penalty 3081.640016 = -1529369.288329
  nChanged 5
		SP:Iteration 41Q (201768.700000 sec): 3 clusters
  Score: Raw -1532452.121527 + Penalty 3081.640016 = -1529370.481511
  nChanged 5
		SP:Iteration 42Q (201768.860000 sec): 3 clusters
  Score: Raw -1532453.799136 + Penalty 3081.640016 = -1529372.159120
  nChanged 7
		SP:Iteration 43Q (201769.080000 sec): 3 clusters
  Score: Raw -1532455.816841 + Penalty 3081.640016 = -1529374.176825
  nChanged 4
		SP:Iteration 44Q (201769.250000 sec): 3 clusters
  Score: Raw -1532456.507603 + Penalty 3081.640016 = -1529374.867587
  nChanged 1
		SP:Iteration 45Q (201769.410000 sec): 3 clusters
  Score: Raw -1532456.658660 + Penalty 3081.640016 = -1529375.018644
  nChanged 2
		SP:Iteration 46Q (201769.630000 sec): 3 clusters
  Score: Raw -1532457.046519 + Penalty 3081.640016 = -1529375.406504
  nChanged 3
		SP:Iteration 47Q (201769.790000 sec): 3 clusters
  Score: Raw -1532457.741079 + Penalty 3081.640016 = -1529376.101063
  nChanged 3
		SP:Iteration 48Q (201769.950000 sec): 3 clusters
  Score: Raw -1532458.167270 + Penalty 3081.640016 = -1529376.527255
  nChanged 0
		SP:Iteration 49F (201770.160000 sec): 3 clusters
  Score: Raw -1532458.167270 + Penalty 3081.640016 = -1529376.527255
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 70 (1451 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (201770.230000 sec): 2 clusters
  Score: Raw -149362.408907 + Penalty 1183.001341 = -148179.407566
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (201770.250000 sec): 3 clusters
  Score: Raw -148845.698948 + Penalty 2366.002682 = -146479.696266
  nChanged 485
		SP:Iteration 1F (201770.280000 sec): 3 clusters
  Score: Raw -149313.325800 + Penalty 2366.002682 = -146947.323118
  nChanged 164
		SP:Iteration 2F (201770.310000 sec): 3 clusters
  Score: Raw -149539.138476 + Penalty 2366.002682 = -147173.135793
  nChanged 110
		SP:Iteration 3F (201770.340000 sec): 3 clusters
  Score: Raw -149747.132401 + Penalty 2366.002682 = -147381.129718
  nChanged 91
		SP:Iteration 4F (201770.370000 sec): 3 clusters
  Score: Raw -149920.315195 + Penalty 2366.002682 = -147554.312513
  nChanged 84
		SP:Iteration 5F (201770.400000 sec): 3 clusters
  Score: Raw -150095.611241 + Penalty 2366.002682 = -147729.608558
  nChanged 86
		SP:Iteration 6F (201770.430000 sec): 3 clusters
  Score: Raw -150282.692089 + Penalty 2366.002682 = -147916.689407
  nChanged 64
		SP:Iteration 7Q (201770.450000 sec): 3 clusters
  Score: Raw -150399.912261 + Penalty 2366.002682 = -148033.909579
  nChanged 41
		SP:Iteration 8Q (201770.480000 sec): 3 clusters
  Score: Raw -150481.452217 + Penalty 2366.002682 = -148115.449535
  nChanged 26
		SP:Iteration 9Q (201770.500000 sec): 3 clusters
  Score: Raw -150538.954782 + Penalty 2366.002682 = -148172.952100
  nChanged 19
		SP:Iteration 10Q (201770.530000 sec): 3 clusters
  Score: Raw -150576.280323 + Penalty 2366.002682 = -148210.277641
  nChanged 7
		SP:Iteration 11Q (201770.550000 sec): 3 clusters
  Score: Raw -150584.849829 + Penalty 2366.002682 = -148218.847147
  nChanged 5
		SP:Iteration 12Q (201770.580000 sec): 3 clusters
  Score: Raw -150592.123573 + Penalty 2366.002682 = -148226.120891
  nChanged 7
		SP:Iteration 13Q (201770.610000 sec): 3 clusters
  Score: Raw -150601.770620 + Penalty 2366.002682 = -148235.767938
  nChanged 3
		SP:Iteration 14Q (201770.630000 sec): 3 clusters
  Score: Raw -150604.749171 + Penalty 2366.002682 = -148238.746489
  nChanged 1
		SP:Iteration 15Q (201770.660000 sec): 3 clusters
  Score: Raw -150606.045154 + Penalty 2366.002682 = -148240.042472
  nChanged 1
		SP:Iteration 16Q (201770.690000 sec): 3 clusters
  Score: Raw -150606.833019 + Penalty 2366.002682 = -148240.830337
  nChanged 0
		SP:Iteration 17F (201770.710000 sec): 3 clusters
  Score: Raw -150606.833019 + Penalty 2366.002682 = -148240.830337
  nChanged 0
  Score: Raw -119171709.063068 + Penalty 279045.488549 = -118892663.574519

Splitting cluster 70 changes total score from -118881632.578759 to -118892663.574519

 So it's getting split into cluster 124.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 71 (3147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (202147.530000 sec): 2 clusters
  Score: Raw -353727.507856 + Penalty 1308.808296 = -352418.699560
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (202147.590000 sec): 3 clusters
  Score: Raw -352245.498339 + Penalty 2617.616592 = -349627.881748
  nChanged 1180
		SP:Iteration 1F (202147.650000 sec): 3 clusters
  Score: Raw -353054.031774 + Penalty 2617.616592 = -350436.415182
  nChanged 293
		SP:Iteration 2F (202147.710000 sec): 3 clusters
  Score: Raw -353338.477641 + Penalty 2617.616592 = -350720.861049
  nChanged 239
		SP:Iteration 3F (202147.770000 sec): 3 clusters
  Score: Raw -353592.702654 + Penalty 2617.616592 = -350975.086062
  nChanged 233
		SP:Iteration 4F (202147.820000 sec): 3 clusters
  Score: Raw -353918.463888 + Penalty 2617.616592 = -351300.847296
  nChanged 195
		SP:Iteration 5F (202147.880000 sec): 3 clusters
  Score: Raw -354160.090701 + Penalty 2617.616592 = -351542.474110
  nChanged 184
		SP:Iteration 6F (202147.940000 sec): 3 clusters
  Score: Raw -354394.074071 + Penalty 2617.616592 = -351776.457479
  nChanged 147
		SP:Iteration 7Q (202148.000000 sec): 3 clusters
  Score: Raw -354564.790947 + Penalty 2617.616592 = -351947.174355
  nChanged 98
		SP:Iteration 8Q (202148.050000 sec): 3 clusters
  Score: Raw -354672.993309 + Penalty 2617.616592 = -352055.376717
  nChanged 66
		SP:Iteration 9Q (202148.110000 sec): 3 clusters
  Score: Raw -354730.293184 + Penalty 2617.616592 = -352112.676593
  nChanged 32
		SP:Iteration 10Q (202148.160000 sec): 3 clusters
  Score: Raw -354758.032544 + Penalty 2617.616592 = -352140.415953
  nChanged 28
		SP:Iteration 11Q (202148.220000 sec): 3 clusters
  Score: Raw -354781.368198 + Penalty 2617.616592 = -352163.751606
  nChanged 16
		SP:Iteration 12Q (202148.270000 sec): 3 clusters
  Score: Raw -354790.057506 + Penalty 2617.616592 = -352172.440914
  nChanged 8
		SP:Iteration 13Q (202148.330000 sec): 3 clusters
  Score: Raw -354794.945670 + Penalty 2617.616592 = -352177.329078
  nChanged 4
		SP:Iteration 14Q (202148.380000 sec): 3 clusters
  Score: Raw -354797.000458 + Penalty 2617.616592 = -352179.383867
  nChanged 3
		SP:Iteration 15Q (202148.440000 sec): 3 clusters
  Score: Raw -354797.664809 + Penalty 2617.616592 = -352180.048218
  nChanged 2
		SP:Iteration 16Q (202148.490000 sec): 3 clusters
  Score: Raw -354798.183541 + Penalty 2617.616592 = -352180.566949
  nChanged 0
		SP:Iteration 17F (202148.550000 sec): 3 clusters
  Score: Raw -354798.183541 + Penalty 2617.616592 = -352180.566949
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 72 (5554 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (202148.630000 sec): 2 clusters
  Score: Raw -653333.224137 + Penalty 1401.119471 = -651932.104666
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (202148.730000 sec): 3 clusters
  Score: Raw -650380.498119 + Penalty 2802.238942 = -647578.259177
  nChanged 2284
		SP:Iteration 1F (202148.830000 sec): 3 clusters
  Score: Raw -651739.471464 + Penalty 2802.238942 = -648937.232522
  nChanged 499
		SP:Iteration 2F (202148.920000 sec): 3 clusters
  Score: Raw -652144.930593 + Penalty 2802.238942 = -649342.691651
  nChanged 408
		SP:Iteration 3F (202149.020000 sec): 3 clusters
  Score: Raw -652432.201348 + Penalty 2802.238942 = -649629.962406
  nChanged 355
		SP:Iteration 4F (202149.110000 sec): 3 clusters
  Score: Raw -652714.828031 + Penalty 2802.238942 = -649912.589089
  nChanged 340
		SP:Iteration 5F (202149.210000 sec): 3 clusters
  Score: Raw -653004.846194 + Penalty 2802.238942 = -650202.607252
  nChanged 269
		SP:Iteration 6Q (202149.300000 sec): 3 clusters
  Score: Raw -653264.875290 + Penalty 2802.238942 = -650462.636348
  nChanged 257
		SP:Iteration 7Q (202149.400000 sec): 3 clusters
  Score: Raw -653500.748346 + Penalty 2802.238942 = -650698.509404
  nChanged 243
		SP:Iteration 8Q (202149.490000 sec): 3 clusters
  Score: Raw -653709.313777 + Penalty 2802.238942 = -650907.074835
  nChanged 224
		SP:Iteration 9Q (202149.580000 sec): 3 clusters
  Score: Raw -653897.645973 + Penalty 2802.238942 = -651095.407031
  nChanged 210
		SP:Iteration 10Q (202149.680000 sec): 3 clusters
  Score: Raw -654038.252201 + Penalty 2802.238942 = -651236.013259
  nChanged 156
		SP:Iteration 11Q (202149.770000 sec): 3 clusters
  Score: Raw -654115.947943 + Penalty 2802.238942 = -651313.709001
  nChanged 121
		SP:Iteration 12Q (202149.860000 sec): 3 clusters
  Score: Raw -654166.089957 + Penalty 2802.238942 = -651363.851015
  nChanged 85
		SP:Iteration 13Q (202149.960000 sec): 3 clusters
  Score: Raw -654198.948540 + Penalty 2802.238942 = -651396.709598
  nChanged 68
		SP:Iteration 14Q (202150.050000 sec): 3 clusters
  Score: Raw -654231.672905 + Penalty 2802.238942 = -651429.433963
  nChanged 53
		SP:Iteration 15Q (202150.140000 sec): 3 clusters
  Score: Raw -654262.425263 + Penalty 2802.238942 = -651460.186321
  nChanged 51
		SP:Iteration 16Q (202150.230000 sec): 3 clusters
  Score: Raw -654286.255062 + Penalty 2802.238942 = -651484.016120
  nChanged 57
		SP:Iteration 17Q (202150.320000 sec): 3 clusters
  Score: Raw -654312.405607 + Penalty 2802.238942 = -651510.166665
  nChanged 47
		SP:Iteration 18Q (202150.420000 sec): 3 clusters
  Score: Raw -654338.199599 + Penalty 2802.238942 = -651535.960657
  nChanged 48
		SP:Iteration 19Q (202150.510000 sec): 3 clusters
  Score: Raw -654362.147565 + Penalty 2802.238942 = -651559.908623
  nChanged 48
		SP:Iteration 20F (202150.600000 sec): 3 clusters
  Score: Raw -654382.361247 + Penalty 2802.238942 = -651580.122305
  nChanged 40
		SP:Iteration 21Q (202150.700000 sec): 3 clusters
  Score: Raw -654399.555043 + Penalty 2802.238942 = -651597.316101
  nChanged 33
		SP:Iteration 22Q (202150.790000 sec): 3 clusters
  Score: Raw -654411.805456 + Penalty 2802.238942 = -651609.566514
  nChanged 27
		SP:Iteration 23Q (202150.880000 sec): 3 clusters
  Score: Raw -654418.654317 + Penalty 2802.238942 = -651616.415375
  nChanged 16
		SP:Iteration 24Q (202150.970000 sec): 3 clusters
  Score: Raw -654423.486663 + Penalty 2802.238942 = -651621.247721
  nChanged 10
		SP:Iteration 25Q (202151.060000 sec): 3 clusters
  Score: Raw -654425.731896 + Penalty 2802.238942 = -651623.492954
  nChanged 9
		SP:Iteration 26Q (202151.150000 sec): 3 clusters
  Score: Raw -654428.076253 + Penalty 2802.238942 = -651625.837311
  nChanged 12
		SP:Iteration 27Q (202151.240000 sec): 3 clusters
  Score: Raw -654430.058907 + Penalty 2802.238942 = -651627.819965
  nChanged 8
		SP:Iteration 28Q (202151.330000 sec): 3 clusters
  Score: Raw -654431.061134 + Penalty 2802.238942 = -651628.822192
  nChanged 3
		SP:Iteration 29Q (202151.420000 sec): 3 clusters
  Score: Raw -654431.697870 + Penalty 2802.238942 = -651629.458928
  nChanged 8
		SP:Iteration 30Q (202151.510000 sec): 3 clusters
  Score: Raw -654433.200890 + Penalty 2802.238942 = -651630.961948
  nChanged 4
		SP:Iteration 31Q (202151.610000 sec): 3 clusters
  Score: Raw -654434.087975 + Penalty 2802.238942 = -651631.849033
  nChanged 3
		SP:Iteration 32Q (202151.700000 sec): 3 clusters
  Score: Raw -654434.430387 + Penalty 2802.238942 = -651632.191445
  nChanged 3
		SP:Iteration 33Q (202151.790000 sec): 3 clusters
  Score: Raw -654434.769881 + Penalty 2802.238942 = -651632.530939
  nChanged 2
		SP:Iteration 34Q (202151.880000 sec): 3 clusters
  Score: Raw -654435.288653 + Penalty 2802.238942 = -651633.049711
  nChanged 3
		SP:Iteration 35Q (202151.970000 sec): 3 clusters
  Score: Raw -654436.119922 + Penalty 2802.238942 = -651633.880980
  nChanged 5
		SP:Iteration 36Q (202152.070000 sec): 3 clusters
  Score: Raw -654437.582881 + Penalty 2802.238942 = -651635.343939
  nChanged 3
		SP:Iteration 37Q (202152.160000 sec): 3 clusters
  Score: Raw -654438.332227 + Penalty 2802.238942 = -651636.093285
  nChanged 4
		SP:Iteration 38Q (202152.250000 sec): 3 clusters
  Score: Raw -654439.289586 + Penalty 2802.238942 = -651637.050644
  nChanged 5
		SP:Iteration 39Q (202152.340000 sec): 3 clusters
  Score: Raw -654441.059562 + Penalty 2802.238942 = -651638.820619
  nChanged 9
		SP:Iteration 40F (202152.430000 sec): 3 clusters
  Score: Raw -654445.584226 + Penalty 2802.238942 = -651643.345284
  nChanged 10
		SP:Iteration 41Q (202152.530000 sec): 3 clusters
  Score: Raw -654449.797660 + Penalty 2802.238942 = -651647.558718
  nChanged 8
		SP:Iteration 42Q (202152.620000 sec): 3 clusters
  Score: Raw -654452.826897 + Penalty 2802.238942 = -651650.587955
  nChanged 7
		SP:Iteration 43Q (202152.710000 sec): 3 clusters
  Score: Raw -654454.581026 + Penalty 2802.238942 = -651652.342084
  nChanged 8
		SP:Iteration 44Q (202152.800000 sec): 3 clusters
  Score: Raw -654459.615216 + Penalty 2802.238942 = -651657.376274
  nChanged 17
		SP:Iteration 45Q (202152.890000 sec): 3 clusters
  Score: Raw -654468.122056 + Penalty 2802.238942 = -651665.883114
  nChanged 16
		SP:Iteration 46Q (202152.990000 sec): 3 clusters
  Score: Raw -654479.507041 + Penalty 2802.238942 = -651677.268098
  nChanged 28
		SP:Iteration 47Q (202153.080000 sec): 3 clusters
  Score: Raw -654500.593315 + Penalty 2802.238942 = -651698.354373
  nChanged 35
		SP:Iteration 48Q (202153.170000 sec): 3 clusters
  Score: Raw -654521.085862 + Penalty 2802.238942 = -651718.846920
  nChanged 37
		SP:Iteration 49Q (202153.260000 sec): 3 clusters
  Score: Raw -654541.514297 + Penalty 2802.238942 = -651739.275355
  nChanged 32
		SP:Iteration 50Q (202153.350000 sec): 3 clusters
  Score: Raw -654552.482145 + Penalty 2802.238942 = -651750.243203
  nChanged 21
		SP:Iteration 51Q (202153.440000 sec): 3 clusters
  Score: Raw -654558.841524 + Penalty 2802.238942 = -651756.602582
  nChanged 12
		SP:Iteration 52Q (202153.530000 sec): 3 clusters
  Score: Raw -654562.899041 + Penalty 2802.238942 = -651760.660099
  nChanged 10
		SP:Iteration 53Q (202153.620000 sec): 3 clusters
  Score: Raw -654565.562477 + Penalty 2802.238942 = -651763.323535
  nChanged 8
		SP:Iteration 54Q (202153.710000 sec): 3 clusters
  Score: Raw -654567.234265 + Penalty 2802.238942 = -651764.995323
  nChanged 5
		SP:Iteration 55Q (202153.800000 sec): 3 clusters
  Score: Raw -654568.818692 + Penalty 2802.238942 = -651766.579750
  nChanged 4
		SP:Iteration 56Q (202153.900000 sec): 3 clusters
  Score: Raw -654569.474245 + Penalty 2802.238942 = -651767.235303
  nChanged 3
		SP:Iteration 57Q (202153.980000 sec): 3 clusters
  Score: Raw -654570.266868 + Penalty 2802.238942 = -651768.027926
  nChanged 3
		SP:Iteration 58Q (202154.080000 sec): 3 clusters
  Score: Raw -654570.656758 + Penalty 2802.238942 = -651768.417816
  nChanged 2
		SP:Iteration 59Q (202154.160000 sec): 3 clusters
  Score: Raw -654571.103329 + Penalty 2802.238942 = -651768.864387
  nChanged 2
		SP:Iteration 60F (202154.260000 sec): 3 clusters
  Score: Raw -654571.591466 + Penalty 2802.238942 = -651769.352524
  nChanged 1
		SP:Iteration 61Q (202154.350000 sec): 3 clusters
  Score: Raw -654571.772771 + Penalty 2802.238942 = -651769.533829
  nChanged 0
		SP:Iteration 62F (202154.440000 sec): 3 clusters
  Score: Raw -654571.772771 + Penalty 2802.238942 = -651769.533829
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 73 (2898 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (202154.510000 sec): 2 clusters
  Score: Raw -327088.782063 + Penalty 1295.413620 = -325793.368443
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (202154.570000 sec): 3 clusters
  Score: Raw -325737.488045 + Penalty 2590.827240 = -323146.660806
  nChanged 1089
		SP:Iteration 1F (202154.620000 sec): 3 clusters
  Score: Raw -326460.551009 + Penalty 2590.827240 = -323869.723769
  nChanged 252
		SP:Iteration 2F (202154.680000 sec): 3 clusters
  Score: Raw -326642.702287 + Penalty 2590.827240 = -324051.875047
  nChanged 158
		SP:Iteration 3F (202154.730000 sec): 3 clusters
  Score: Raw -326751.784531 + Penalty 2590.827240 = -324160.957291
  nChanged 111
		SP:Iteration 4Q (202154.780000 sec): 3 clusters
  Score: Raw -326819.790553 + Penalty 2590.827240 = -324228.963313
  nChanged 84
		SP:Iteration 5Q (202154.830000 sec): 3 clusters
  Score: Raw -326866.165606 + Penalty 2590.827240 = -324275.338366
  nChanged 69
		SP:Iteration 6Q (202154.880000 sec): 3 clusters
  Score: Raw -326900.177747 + Penalty 2590.827240 = -324309.350507
  nChanged 49
		SP:Iteration 7Q (202154.940000 sec): 3 clusters
  Score: Raw -326919.302657 + Penalty 2590.827240 = -324328.475417
  nChanged 33
		SP:Iteration 8Q (202154.990000 sec): 3 clusters
  Score: Raw -326933.088894 + Penalty 2590.827240 = -324342.261655
  nChanged 28
		SP:Iteration 9Q (202155.040000 sec): 3 clusters
  Score: Raw -326945.974049 + Penalty 2590.827240 = -324355.146809
  nChanged 29
		SP:Iteration 10Q (202155.100000 sec): 3 clusters
  Score: Raw -326962.389831 + Penalty 2590.827240 = -324371.562591
  nChanged 41
		SP:Iteration 11Q (202155.150000 sec): 3 clusters
  Score: Raw -326982.257366 + Penalty 2590.827240 = -324391.430126
  nChanged 34
		SP:Iteration 12Q (202155.200000 sec): 3 clusters
  Score: Raw -326994.279531 + Penalty 2590.827240 = -324403.452291
  nChanged 30
		SP:Iteration 13Q (202155.250000 sec): 3 clusters
  Score: Raw -327007.359967 + Penalty 2590.827240 = -324416.532727
  nChanged 26
		SP:Iteration 14Q (202155.300000 sec): 3 clusters
  Score: Raw -327019.801141 + Penalty 2590.827240 = -324428.973901
  nChanged 32
		SP:Iteration 15Q (202155.360000 sec): 3 clusters
  Score: Raw -327038.504794 + Penalty 2590.827240 = -324447.677554
  nChanged 33
		SP:Iteration 16Q (202155.410000 sec): 3 clusters
  Score: Raw -327055.507732 + Penalty 2590.827240 = -324464.680492
  nChanged 40
		SP:Iteration 17Q (202155.460000 sec): 3 clusters
  Score: Raw -327076.134811 + Penalty 2590.827240 = -324485.307571
  nChanged 40
		SP:Iteration 18Q (202155.520000 sec): 3 clusters
  Score: Raw -327100.329475 + Penalty 2590.827240 = -324509.502235
  nChanged 44
		SP:Iteration 19Q (202155.570000 sec): 3 clusters
  Score: Raw -327132.056389 + Penalty 2590.827240 = -324541.229150
  nChanged 42
		SP:Iteration 20F (202155.620000 sec): 3 clusters
  Score: Raw -327157.113062 + Penalty 2590.827240 = -324566.285823
  nChanged 37
		SP:Iteration 21Q (202155.670000 sec): 3 clusters
  Score: Raw -327182.165426 + Penalty 2590.827240 = -324591.338186
  nChanged 47
		SP:Iteration 22Q (202155.720000 sec): 3 clusters
  Score: Raw -327205.729976 + Penalty 2590.827240 = -324614.902736
  nChanged 37
		SP:Iteration 23Q (202155.780000 sec): 3 clusters
  Score: Raw -327229.196636 + Penalty 2590.827240 = -324638.369396
  nChanged 34
		SP:Iteration 24Q (202155.830000 sec): 3 clusters
  Score: Raw -327247.865782 + Penalty 2590.827240 = -324657.038542
  nChanged 28
		SP:Iteration 25Q (202155.880000 sec): 3 clusters
  Score: Raw -327261.231070 + Penalty 2590.827240 = -324670.403830
  nChanged 25
		SP:Iteration 26Q (202155.930000 sec): 3 clusters
  Score: Raw -327275.054599 + Penalty 2590.827240 = -324684.227360
  nChanged 27
		SP:Iteration 27Q (202155.980000 sec): 3 clusters
  Score: Raw -327286.937907 + Penalty 2590.827240 = -324696.110667
  nChanged 24
		SP:Iteration 28Q (202156.040000 sec): 3 clusters
  Score: Raw -327296.516088 + Penalty 2590.827240 = -324705.688848
  nChanged 17
		SP:Iteration 29Q (202156.090000 sec): 3 clusters
  Score: Raw -327304.038309 + Penalty 2590.827240 = -324713.211069
  nChanged 8
		SP:Iteration 30Q (202156.140000 sec): 3 clusters
  Score: Raw -327307.365250 + Penalty 2590.827240 = -324716.538010
  nChanged 12
		SP:Iteration 31Q (202156.190000 sec): 3 clusters
  Score: Raw -327312.520335 + Penalty 2590.827240 = -324721.693095
  nChanged 12
		SP:Iteration 32Q (202156.240000 sec): 3 clusters
  Score: Raw -327317.066893 + Penalty 2590.827240 = -324726.239653
  nChanged 10
		SP:Iteration 33Q (202156.300000 sec): 3 clusters
  Score: Raw -327320.549826 + Penalty 2590.827240 = -324729.722586
  nChanged 7
		SP:Iteration 34Q (202156.350000 sec): 3 clusters
  Score: Raw -327322.642644 + Penalty 2590.827240 = -324731.815404
  nChanged 6
		SP:Iteration 35Q (202156.400000 sec): 3 clusters
  Score: Raw -327324.251020 + Penalty 2590.827240 = -324733.423780
  nChanged 3
		SP:Iteration 36Q (202156.450000 sec): 3 clusters
  Score: Raw -327325.044981 + Penalty 2590.827240 = -324734.217741
  nChanged 5
		SP:Iteration 37Q (202156.500000 sec): 3 clusters
  Score: Raw -327326.044373 + Penalty 2590.827240 = -324735.217133
  nChanged 2
		SP:Iteration 38Q (202156.550000 sec): 3 clusters
  Score: Raw -327327.087328 + Penalty 2590.827240 = -324736.260088
  nChanged 3
		SP:Iteration 39Q (202156.600000 sec): 3 clusters
  Score: Raw -327327.647026 + Penalty 2590.827240 = -324736.819786
  nChanged 3
		SP:Iteration 40F (202156.660000 sec): 3 clusters
  Score: Raw -327328.955825 + Penalty 2590.827240 = -324738.128585
  nChanged 2
		SP:Iteration 41Q (202156.710000 sec): 3 clusters
  Score: Raw -327329.899447 + Penalty 2590.827240 = -324739.072207
  nChanged 1
		SP:Iteration 42Q (202156.760000 sec): 3 clusters
  Score: Raw -327330.199678 + Penalty 2590.827240 = -324739.372438
  nChanged 0
		SP:Iteration 43F (202156.820000 sec): 3 clusters
  Score: Raw -327330.199678 + Penalty 2590.827240 = -324739.372438
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 74 (7253 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (202156.910000 sec): 2 clusters
  Score: Raw -822179.836981 + Penalty 1444.490199 = -820735.346782
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (202157.040000 sec): 3 clusters
  Score: Raw -818140.542644 + Penalty 2888.980398 = -815251.562246
  nChanged 3094
		SP:Iteration 1F (202157.160000 sec): 3 clusters
  Score: Raw -819773.012546 + Penalty 2888.980398 = -816884.032148
  nChanged 487
		SP:Iteration 2F (202157.280000 sec): 3 clusters
  Score: Raw -819999.976875 + Penalty 2888.980398 = -817110.996477
  nChanged 391
		SP:Iteration 3F (202157.400000 sec): 3 clusters
  Score: Raw -820175.732962 + Penalty 2888.980398 = -817286.752564
  nChanged 326
		SP:Iteration 4Q (202157.520000 sec): 3 clusters
  Score: Raw -820349.063296 + Penalty 2888.980398 = -817460.082898
  nChanged 313
		SP:Iteration 5Q (202157.640000 sec): 3 clusters
  Score: Raw -820517.665788 + Penalty 2888.980398 = -817628.685390
  nChanged 304
		SP:Iteration 6Q (202157.760000 sec): 3 clusters
  Score: Raw -820671.879205 + Penalty 2888.980398 = -817782.898807
  nChanged 287
		SP:Iteration 7Q (202157.880000 sec): 3 clusters
  Score: Raw -820813.394403 + Penalty 2888.980398 = -817924.414005
  nChanged 269
		SP:Iteration 8Q (202158.000000 sec): 3 clusters
  Score: Raw -820931.293040 + Penalty 2888.980398 = -818042.312642
  nChanged 234
		SP:Iteration 9Q (202158.130000 sec): 3 clusters
  Score: Raw -821028.974548 + Penalty 2888.980398 = -818139.994150
  nChanged 189
		SP:Iteration 10Q (202158.260000 sec): 3 clusters
  Score: Raw -821100.069619 + Penalty 2888.980398 = -818211.089221
  nChanged 194
		SP:Iteration 11Q (202158.390000 sec): 3 clusters
  Score: Raw -821171.309014 + Penalty 2888.980398 = -818282.328616
  nChanged 173
		SP:Iteration 12Q (202158.520000 sec): 3 clusters
  Score: Raw -821243.501670 + Penalty 2888.980398 = -818354.521272
  nChanged 176
		SP:Iteration 13Q (202158.650000 sec): 3 clusters
  Score: Raw -821311.750231 + Penalty 2888.980398 = -818422.769833
  nChanged 142
		SP:Iteration 14Q (202158.780000 sec): 3 clusters
  Score: Raw -821362.410152 + Penalty 2888.980398 = -818473.429754
  nChanged 129
		SP:Iteration 15Q (202158.910000 sec): 3 clusters
  Score: Raw -821405.810494 + Penalty 2888.980398 = -818516.830096
  nChanged 98
		SP:Iteration 16Q (202159.040000 sec): 3 clusters
  Score: Raw -821438.061052 + Penalty 2888.980398 = -818549.080654
  nChanged 90
		SP:Iteration 17Q (202159.170000 sec): 3 clusters
  Score: Raw -821470.731595 + Penalty 2888.980398 = -818581.751197
  nChanged 99
		SP:Iteration 18Q (202159.300000 sec): 3 clusters
  Score: Raw -821506.021443 + Penalty 2888.980398 = -818617.041045
  nChanged 81
		SP:Iteration 19Q (202159.420000 sec): 3 clusters
  Score: Raw -821532.952823 + Penalty 2888.980398 = -818643.972425
  nChanged 72
		SP:Iteration 20F (202159.560000 sec): 3 clusters
  Score: Raw -821554.636018 + Penalty 2888.980398 = -818665.655620
  nChanged 69
		SP:Iteration 21Q (202159.680000 sec): 3 clusters
  Score: Raw -821575.672906 + Penalty 2888.980398 = -818686.692508
  nChanged 82
		SP:Iteration 22Q (202159.820000 sec): 3 clusters
  Score: Raw -821602.138351 + Penalty 2888.980398 = -818713.157953
  nChanged 67
		SP:Iteration 23Q (202159.940000 sec): 3 clusters
  Score: Raw -821617.723199 + Penalty 2888.980398 = -818728.742801
  nChanged 56
		SP:Iteration 24Q (202160.070000 sec): 3 clusters
  Score: Raw -821632.166617 + Penalty 2888.980398 = -818743.186219
  nChanged 42
		SP:Iteration 25Q (202160.200000 sec): 3 clusters
  Score: Raw -821640.935850 + Penalty 2888.980398 = -818751.955452
  nChanged 42
		SP:Iteration 26Q (202160.330000 sec): 3 clusters
  Score: Raw -821649.736300 + Penalty 2888.980398 = -818760.755902
  nChanged 37
		SP:Iteration 27Q (202160.460000 sec): 3 clusters
  Score: Raw -821659.296978 + Penalty 2888.980398 = -818770.316580
  nChanged 41
		SP:Iteration 28Q (202160.590000 sec): 3 clusters
  Score: Raw -821669.270698 + Penalty 2888.980398 = -818780.290300
  nChanged 36
		SP:Iteration 29Q (202160.720000 sec): 3 clusters
  Score: Raw -821676.952795 + Penalty 2888.980398 = -818787.972397
  nChanged 37
		SP:Iteration 30Q (202160.840000 sec): 3 clusters
  Score: Raw -821684.064560 + Penalty 2888.980398 = -818795.084162
  nChanged 32
		SP:Iteration 31Q (202160.970000 sec): 3 clusters
  Score: Raw -821691.034944 + Penalty 2888.980398 = -818802.054546
  nChanged 28
		SP:Iteration 32Q (202161.100000 sec): 3 clusters
  Score: Raw -821696.678776 + Penalty 2888.980398 = -818807.698378
  nChanged 30
		SP:Iteration 33Q (202161.230000 sec): 3 clusters
  Score: Raw -821703.860227 + Penalty 2888.980398 = -818814.879829
  nChanged 25
		SP:Iteration 34Q (202161.360000 sec): 3 clusters
  Score: Raw -821708.787044 + Penalty 2888.980398 = -818819.806646
  nChanged 21
		SP:Iteration 35Q (202161.480000 sec): 3 clusters
  Score: Raw -821714.503600 + Penalty 2888.980398 = -818825.523202
  nChanged 33
		SP:Iteration 36Q (202161.610000 sec): 3 clusters
  Score: Raw -821721.692666 + Penalty 2888.980398 = -818832.712268
  nChanged 43
		SP:Iteration 37Q (202161.740000 sec): 3 clusters
  Score: Raw -821733.119578 + Penalty 2888.980398 = -818844.139180
  nChanged 40
		SP:Iteration 38Q (202161.870000 sec): 3 clusters
  Score: Raw -821742.633350 + Penalty 2888.980398 = -818853.652952
  nChanged 42
		SP:Iteration 39Q (202162.000000 sec): 3 clusters
  Score: Raw -821753.359460 + Penalty 2888.980398 = -818864.379062
  nChanged 49
		SP:Iteration 40F (202162.120000 sec): 3 clusters
  Score: Raw -821765.609289 + Penalty 2888.980398 = -818876.628891
  nChanged 46
		SP:Iteration 41Q (202162.250000 sec): 3 clusters
  Score: Raw -821777.692397 + Penalty 2888.980398 = -818888.711999
  nChanged 40
		SP:Iteration 42Q (202162.380000 sec): 3 clusters
  Score: Raw -821786.707980 + Penalty 2888.980398 = -818897.727582
  nChanged 36
		SP:Iteration 43Q (202162.510000 sec): 3 clusters
  Score: Raw -821795.980354 + Penalty 2888.980398 = -818906.999956
  nChanged 40
		SP:Iteration 44Q (202162.640000 sec): 3 clusters
  Score: Raw -821805.531512 + Penalty 2888.980398 = -818916.551114
  nChanged 35
		SP:Iteration 45Q (202162.760000 sec): 3 clusters
  Score: Raw -821813.876228 + Penalty 2888.980398 = -818924.895830
  nChanged 33
		SP:Iteration 46Q (202162.890000 sec): 3 clusters
  Score: Raw -821821.299329 + Penalty 2888.980398 = -818932.318931
  nChanged 33
		SP:Iteration 47Q (202163.020000 sec): 3 clusters
  Score: Raw -821828.548146 + Penalty 2888.980398 = -818939.567748
  nChanged 37
		SP:Iteration 48Q (202163.140000 sec): 3 clusters
  Score: Raw -821837.489535 + Penalty 2888.980398 = -818948.509137
  nChanged 32
		SP:Iteration 49Q (202163.270000 sec): 3 clusters
  Score: Raw -821844.963843 + Penalty 2888.980398 = -818955.983445
  nChanged 34
		SP:Iteration 50Q (202163.400000 sec): 3 clusters
  Score: Raw -821853.248910 + Penalty 2888.980398 = -818964.268512
  nChanged 35
		SP:Iteration 51Q (202163.520000 sec): 3 clusters
  Score: Raw -821865.201838 + Penalty 2888.980398 = -818976.221440
  nChanged 42
		SP:Iteration 52Q (202163.650000 sec): 3 clusters
  Score: Raw -821879.404829 + Penalty 2888.980398 = -818990.424431
  nChanged 44
		SP:Iteration 53Q (202163.780000 sec): 3 clusters
  Score: Raw -821897.990283 + Penalty 2888.980398 = -819009.009885
  nChanged 44
		SP:Iteration 54Q (202163.900000 sec): 3 clusters
  Score: Raw -821913.772658 + Penalty 2888.980398 = -819024.792260
  nChanged 47
		SP:Iteration 55Q (202164.030000 sec): 3 clusters
  Score: Raw -821929.202590 + Penalty 2888.980398 = -819040.222192
  nChanged 53
		SP:Iteration 56Q (202164.160000 sec): 3 clusters
  Score: Raw -821947.501986 + Penalty 2888.980398 = -819058.521588
  nChanged 47
		SP:Iteration 57Q (202164.280000 sec): 3 clusters
  Score: Raw -821963.833862 + Penalty 2888.980398 = -819074.853464
  nChanged 49
		SP:Iteration 58Q (202164.410000 sec): 3 clusters
  Score: Raw -821978.062434 + Penalty 2888.980398 = -819089.082036
  nChanged 45
		SP:Iteration 59Q (202164.530000 sec): 3 clusters
  Score: Raw -821994.238378 + Penalty 2888.980398 = -819105.257980
  nChanged 52
		SP:Iteration 60F (202164.660000 sec): 3 clusters
  Score: Raw -822013.929576 + Penalty 2888.980398 = -819124.949178
  nChanged 50
		SP:Iteration 61Q (202164.780000 sec): 3 clusters
  Score: Raw -822031.278049 + Penalty 2888.980398 = -819142.297651
  nChanged 44
		SP:Iteration 62Q (202164.910000 sec): 3 clusters
  Score: Raw -822047.840318 + Penalty 2888.980398 = -819158.859920
  nChanged 44
		SP:Iteration 63Q (202165.040000 sec): 3 clusters
  Score: Raw -822062.043074 + Penalty 2888.980398 = -819173.062676
  nChanged 37
		SP:Iteration 64Q (202165.160000 sec): 3 clusters
  Score: Raw -822074.121104 + Penalty 2888.980398 = -819185.140706
  nChanged 40
		SP:Iteration 65Q (202165.280000 sec): 3 clusters
  Score: Raw -822087.318835 + Penalty 2888.980398 = -819198.338437
  nChanged 33
		SP:Iteration 66Q (202165.410000 sec): 3 clusters
  Score: Raw -822096.209286 + Penalty 2888.980398 = -819207.228888
  nChanged 34
		SP:Iteration 67Q (202165.540000 sec): 3 clusters
  Score: Raw -822107.509801 + Penalty 2888.980398 = -819218.529403
  nChanged 36
		SP:Iteration 68Q (202165.660000 sec): 3 clusters
  Score: Raw -822120.418790 + Penalty 2888.980398 = -819231.438392
  nChanged 42
		SP:Iteration 69Q (202165.780000 sec): 3 clusters
  Score: Raw -822133.859870 + Penalty 2888.980398 = -819244.879472
  nChanged 30
		SP:Iteration 70Q (202165.910000 sec): 3 clusters
  Score: Raw -822144.798906 + Penalty 2888.980398 = -819255.818508
  nChanged 31
		SP:Iteration 71Q (202166.030000 sec): 3 clusters
  Score: Raw -822156.224658 + Penalty 2888.980398 = -819267.244260
  nChanged 29
		SP:Iteration 72Q (202166.160000 sec): 3 clusters
  Score: Raw -822167.856272 + Penalty 2888.980398 = -819278.875874
  nChanged 35
		SP:Iteration 73Q (202166.320000 sec): 3 clusters
  Score: Raw -822187.471461 + Penalty 2888.980398 = -819298.491063
  nChanged 42
		SP:Iteration 74Q (202166.450000 sec): 3 clusters
  Score: Raw -822212.692506 + Penalty 2888.980398 = -819323.712108
  nChanged 37
		SP:Iteration 75Q (202166.570000 sec): 3 clusters
  Score: Raw -822231.078772 + Penalty 2888.980398 = -819342.098374
  nChanged 34
		SP:Iteration 76Q (202166.690000 sec): 3 clusters
  Score: Raw -822248.261321 + Penalty 2888.980398 = -819359.280923
  nChanged 34
		SP:Iteration 77Q (202166.810000 sec): 3 clusters
  Score: Raw -822265.389278 + Penalty 2888.980398 = -819376.408880
  nChanged 32
		SP:Iteration 78Q (202166.930000 sec): 3 clusters
  Score: Raw -822280.483604 + Penalty 2888.980398 = -819391.503206
  nChanged 25
		SP:Iteration 79Q (202167.060000 sec): 3 clusters
  Score: Raw -822290.936360 + Penalty 2888.980398 = -819401.955962
  nChanged 24
		SP:Iteration 80F (202167.180000 sec): 3 clusters
  Score: Raw -822301.629735 + Penalty 2888.980398 = -819412.649337
  nChanged 38
		SP:Iteration 81Q (202167.300000 sec): 3 clusters
  Score: Raw -822322.665748 + Penalty 2888.980398 = -819433.685350
  nChanged 39
		SP:Iteration 82Q (202167.420000 sec): 3 clusters
  Score: Raw -822344.584136 + Penalty 2888.980398 = -819455.603738
  nChanged 32
		SP:Iteration 83Q (202167.540000 sec): 3 clusters
  Score: Raw -822360.542384 + Penalty 2888.980398 = -819471.561986
  nChanged 27
		SP:Iteration 84Q (202167.660000 sec): 3 clusters
  Score: Raw -822375.550573 + Penalty 2888.980398 = -819486.570175
  nChanged 26
		SP:Iteration 85Q (202167.780000 sec): 3 clusters
  Score: Raw -822388.137857 + Penalty 2888.980398 = -819499.157459
  nChanged 27
		SP:Iteration 86Q (202167.900000 sec): 3 clusters
  Score: Raw -822401.143297 + Penalty 2888.980398 = -819512.162899
  nChanged 23
		SP:Iteration 87Q (202168.030000 sec): 3 clusters
  Score: Raw -822412.015083 + Penalty 2888.980398 = -819523.034685
  nChanged 19
		SP:Iteration 88Q (202168.150000 sec): 3 clusters
  Score: Raw -822421.118323 + Penalty 2888.980398 = -819532.137925
  nChanged 10
		SP:Iteration 89Q (202168.270000 sec): 3 clusters
  Score: Raw -822425.249616 + Penalty 2888.980398 = -819536.269218
  nChanged 10
		SP:Iteration 90Q (202168.400000 sec): 3 clusters
  Score: Raw -822428.588772 + Penalty 2888.980398 = -819539.608374
  nChanged 5
		SP:Iteration 91Q (202168.520000 sec): 3 clusters
  Score: Raw -822429.564581 + Penalty 2888.980398 = -819540.584183
  nChanged 2
		SP:Iteration 92Q (202168.640000 sec): 3 clusters
  Score: Raw -822429.905868 + Penalty 2888.980398 = -819540.925470
  nChanged 3
		SP:Iteration 93Q (202168.770000 sec): 3 clusters
  Score: Raw -822430.712861 + Penalty 2888.980398 = -819541.732463
  nChanged 1
		SP:Iteration 94Q (202168.890000 sec): 3 clusters
  Score: Raw -822431.155832 + Penalty 2888.980398 = -819542.175434
  nChanged 0
		SP:Iteration 95F (202169.020000 sec): 3 clusters
  Score: Raw -822431.155832 + Penalty 2888.980398 = -819542.175434
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 75 (4242 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (202169.100000 sec): 2 clusters
  Score: Raw -473349.312721 + Penalty 1357.328397 = -471991.984324
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (202169.190000 sec): 3 clusters
  Score: Raw -471146.921599 + Penalty 2714.656794 = -468432.264805
  nChanged 1686
		SP:Iteration 1F (202169.270000 sec): 3 clusters
  Score: Raw -472282.193038 + Penalty 2714.656794 = -469567.536244
  nChanged 410
		SP:Iteration 2F (202169.350000 sec): 3 clusters
  Score: Raw -472754.948747 + Penalty 2714.656794 = -470040.291953
  nChanged 415
		SP:Iteration 3F (202169.420000 sec): 3 clusters
  Score: Raw -473373.482388 + Penalty 2714.656794 = -470658.825594
  nChanged 376
		SP:Iteration 4F (202169.500000 sec): 3 clusters
  Score: Raw -473879.278717 + Penalty 2714.656794 = -471164.621923
  nChanged 266
		SP:Iteration 5F (202169.570000 sec): 3 clusters
  Score: Raw -474216.782493 + Penalty 2714.656794 = -471502.125699
  nChanged 190
		SP:Iteration 6Q (202169.650000 sec): 3 clusters
  Score: Raw -474412.903186 + Penalty 2714.656794 = -471698.246392
  nChanged 137
		SP:Iteration 7Q (202169.730000 sec): 3 clusters
  Score: Raw -474527.177766 + Penalty 2714.656794 = -471812.520972
  nChanged 102
		SP:Iteration 8Q (202169.800000 sec): 3 clusters
  Score: Raw -474589.595641 + Penalty 2714.656794 = -471874.938847
  nChanged 46
		SP:Iteration 9Q (202169.870000 sec): 3 clusters
  Score: Raw -474606.245147 + Penalty 2714.656794 = -471891.588353
  nChanged 26
		SP:Iteration 10Q (202169.950000 sec): 3 clusters
  Score: Raw -474615.177530 + Penalty 2714.656794 = -471900.520736
  nChanged 19
		SP:Iteration 11Q (202170.020000 sec): 3 clusters
  Score: Raw -474620.256840 + Penalty 2714.656794 = -471905.600046
  nChanged 11
		SP:Iteration 12Q (202170.090000 sec): 3 clusters
  Score: Raw -474623.021851 + Penalty 2714.656794 = -471908.365058
  nChanged 7
		SP:Iteration 13Q (202170.170000 sec): 3 clusters
  Score: Raw -474624.698508 + Penalty 2714.656794 = -471910.041714
  nChanged 3
		SP:Iteration 14Q (202170.240000 sec): 3 clusters
  Score: Raw -474626.160395 + Penalty 2714.656794 = -471911.503601
  nChanged 3
		SP:Iteration 15Q (202170.310000 sec): 3 clusters
  Score: Raw -474628.176979 + Penalty 2714.656794 = -471913.520185
  nChanged 8
		SP:Iteration 16Q (202170.390000 sec): 3 clusters
  Score: Raw -474630.840021 + Penalty 2714.656794 = -471916.183227
  nChanged 8
		SP:Iteration 17Q (202170.460000 sec): 3 clusters
  Score: Raw -474632.756744 + Penalty 2714.656794 = -471918.099950
  nChanged 5
		SP:Iteration 18Q (202170.530000 sec): 3 clusters
  Score: Raw -474633.850940 + Penalty 2714.656794 = -471919.194146
  nChanged 3
		SP:Iteration 19Q (202170.610000 sec): 3 clusters
  Score: Raw -474634.856496 + Penalty 2714.656794 = -471920.199702
  nChanged 2
		SP:Iteration 20F (202170.690000 sec): 3 clusters
  Score: Raw -474635.110933 + Penalty 2714.656794 = -471920.454140
  nChanged 3
		SP:Iteration 21Q (202170.760000 sec): 3 clusters
  Score: Raw -474635.470185 + Penalty 2714.656794 = -471920.813391
  nChanged 0
		SP:Iteration 22F (202170.830000 sec): 3 clusters
  Score: Raw -474635.470185 + Penalty 2714.656794 = -471920.813391
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 76 (5312 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (202170.910000 sec): 2 clusters
  Score: Raw -658083.992041 + Penalty 1393.880100 = -656690.111941
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (202171.030000 sec): 3 clusters
  Score: Raw -655300.211376 + Penalty 2787.760200 = -652512.451176
  nChanged 2172
		SP:Iteration 1F (202171.120000 sec): 3 clusters
  Score: Raw -656441.423385 + Penalty 2787.760200 = -653653.663185
  nChanged 363
		SP:Iteration 2F (202171.210000 sec): 3 clusters
  Score: Raw -656618.391692 + Penalty 2787.760200 = -653830.631492
  nChanged 263
		SP:Iteration 3Q (202171.300000 sec): 3 clusters
  Score: Raw -656753.907305 + Penalty 2787.760200 = -653966.147105
  nChanged 215
		SP:Iteration 4Q (202171.390000 sec): 3 clusters
  Score: Raw -656862.560020 + Penalty 2787.760200 = -654074.799821
  nChanged 195
		SP:Iteration 5Q (202171.490000 sec): 3 clusters
  Score: Raw -656974.698985 + Penalty 2787.760200 = -654186.938785
  nChanged 208
		SP:Iteration 6Q (202171.580000 sec): 3 clusters
  Score: Raw -657108.875681 + Penalty 2787.760200 = -654321.115482
  nChanged 235
		SP:Iteration 7Q (202171.670000 sec): 3 clusters
  Score: Raw -657251.726470 + Penalty 2787.760200 = -654463.966270
  nChanged 226
		SP:Iteration 8Q (202171.760000 sec): 3 clusters
  Score: Raw -657405.217638 + Penalty 2787.760200 = -654617.457439
  nChanged 215
		SP:Iteration 9Q (202171.860000 sec): 3 clusters
  Score: Raw -657540.903491 + Penalty 2787.760200 = -654753.143291
  nChanged 184
		SP:Iteration 10Q (202171.940000 sec): 3 clusters
  Score: Raw -657648.803086 + Penalty 2787.760200 = -654861.042886
  nChanged 153
		SP:Iteration 11Q (202172.040000 sec): 3 clusters
  Score: Raw -657747.093924 + Penalty 2787.760200 = -654959.333724
  nChanged 167
		SP:Iteration 12Q (202172.130000 sec): 3 clusters
  Score: Raw -657852.716539 + Penalty 2787.760200 = -655064.956340
  nChanged 141
		SP:Iteration 13Q (202172.220000 sec): 3 clusters
  Score: Raw -657932.941063 + Penalty 2787.760200 = -655145.180863
  nChanged 121
		SP:Iteration 14Q (202172.310000 sec): 3 clusters
  Score: Raw -658006.704848 + Penalty 2787.760200 = -655218.944648
  nChanged 116
		SP:Iteration 15Q (202172.400000 sec): 3 clusters
  Score: Raw -658070.770717 + Penalty 2787.760200 = -655283.010518
  nChanged 99
		SP:Iteration 16Q (202172.490000 sec): 3 clusters
  Score: Raw -658122.437493 + Penalty 2787.760200 = -655334.677293
  nChanged 95
		SP:Iteration 17Q (202172.580000 sec): 3 clusters
  Score: Raw -658164.536856 + Penalty 2787.760200 = -655376.776657
  nChanged 89
		SP:Iteration 18Q (202172.670000 sec): 3 clusters
  Score: Raw -658206.817168 + Penalty 2787.760200 = -655419.056968
  nChanged 74
		SP:Iteration 19Q (202172.760000 sec): 3 clusters
  Score: Raw -658244.837056 + Penalty 2787.760200 = -655457.076856
  nChanged 65
		SP:Iteration 20F (202172.850000 sec): 3 clusters
  Score: Raw -658274.518386 + Penalty 2787.760200 = -655486.758186
  nChanged 57
		SP:Iteration 21Q (202172.940000 sec): 3 clusters
  Score: Raw -658300.636392 + Penalty 2787.760200 = -655512.876192
  nChanged 41
		SP:Iteration 22Q (202173.030000 sec): 3 clusters
  Score: Raw -658316.947565 + Penalty 2787.760200 = -655529.187365
  nChanged 42
		SP:Iteration 23Q (202173.120000 sec): 3 clusters
  Score: Raw -658332.519182 + Penalty 2787.760200 = -655544.758982
  nChanged 41
		SP:Iteration 24Q (202173.210000 sec): 3 clusters
  Score: Raw -658349.058423 + Penalty 2787.760200 = -655561.298223
  nChanged 44
		SP:Iteration 25Q (202173.300000 sec): 3 clusters
  Score: Raw -658364.855029 + Penalty 2787.760200 = -655577.094830
  nChanged 34
		SP:Iteration 26Q (202173.390000 sec): 3 clusters
  Score: Raw -658377.442803 + Penalty 2787.760200 = -655589.682603
  nChanged 29
		SP:Iteration 27Q (202173.480000 sec): 3 clusters
  Score: Raw -658388.390854 + Penalty 2787.760200 = -655600.630654
  nChanged 29
		SP:Iteration 28Q (202173.560000 sec): 3 clusters
  Score: Raw -658398.551027 + Penalty 2787.760200 = -655610.790827
  nChanged 24
		SP:Iteration 29Q (202173.650000 sec): 3 clusters
  Score: Raw -658405.954310 + Penalty 2787.760200 = -655618.194110
  nChanged 17
		SP:Iteration 30Q (202173.740000 sec): 3 clusters
  Score: Raw -658411.784859 + Penalty 2787.760200 = -655624.024659
  nChanged 17
		SP:Iteration 31Q (202173.830000 sec): 3 clusters
  Score: Raw -658415.904289 + Penalty 2787.760200 = -655628.144089
  nChanged 8
		SP:Iteration 32Q (202173.920000 sec): 3 clusters
  Score: Raw -658419.376671 + Penalty 2787.760200 = -655631.616471
  nChanged 13
		SP:Iteration 33Q (202174.010000 sec): 3 clusters
  Score: Raw -658422.939410 + Penalty 2787.760200 = -655635.179210
  nChanged 13
		SP:Iteration 34Q (202174.100000 sec): 3 clusters
  Score: Raw -658426.855375 + Penalty 2787.760200 = -655639.095175
  nChanged 13
		SP:Iteration 35Q (202174.200000 sec): 3 clusters
  Score: Raw -658431.359308 + Penalty 2787.760200 = -655643.599108
  nChanged 16
		SP:Iteration 36Q (202174.290000 sec): 3 clusters
  Score: Raw -658435.331095 + Penalty 2787.760200 = -655647.570896
  nChanged 7
		SP:Iteration 37Q (202174.380000 sec): 3 clusters
  Score: Raw -658436.718996 + Penalty 2787.760200 = -655648.958797
  nChanged 4
		SP:Iteration 38Q (202174.470000 sec): 3 clusters
  Score: Raw -658437.795401 + Penalty 2787.760200 = -655650.035201
  nChanged 4
		SP:Iteration 39Q (202174.560000 sec): 3 clusters
  Score: Raw -658439.135267 + Penalty 2787.760200 = -655651.375067
  nChanged 7
		SP:Iteration 40F (202174.650000 sec): 3 clusters
  Score: Raw -658441.813238 + Penalty 2787.760200 = -655654.053038
  nChanged 9
		SP:Iteration 41Q (202174.740000 sec): 3 clusters
  Score: Raw -658443.978398 + Penalty 2787.760200 = -655656.218198
  nChanged 7
		SP:Iteration 42Q (202174.830000 sec): 3 clusters
  Score: Raw -658446.497478 + Penalty 2787.760200 = -655658.737279
  nChanged 9
		SP:Iteration 43Q (202174.920000 sec): 3 clusters
  Score: Raw -658450.847240 + Penalty 2787.760200 = -655663.087041
  nChanged 12
		SP:Iteration 44Q (202175.010000 sec): 3 clusters
  Score: Raw -658455.642427 + Penalty 2787.760200 = -655667.882227
  nChanged 7
		SP:Iteration 45Q (202175.100000 sec): 3 clusters
  Score: Raw -658458.361191 + Penalty 2787.760200 = -655670.600991
  nChanged 11
		SP:Iteration 46Q (202175.180000 sec): 3 clusters
  Score: Raw -658461.867881 + Penalty 2787.760200 = -655674.107681
  nChanged 12
		SP:Iteration 47Q (202175.270000 sec): 3 clusters
  Score: Raw -658465.704534 + Penalty 2787.760200 = -655677.944334
  nChanged 12
		SP:Iteration 48Q (202175.360000 sec): 3 clusters
  Score: Raw -658468.463527 + Penalty 2787.760200 = -655680.703327
  nChanged 8
		SP:Iteration 49Q (202175.450000 sec): 3 clusters
  Score: Raw -658470.041202 + Penalty 2787.760200 = -655682.281002
  nChanged 3
		SP:Iteration 50Q (202175.540000 sec): 3 clusters
  Score: Raw -658470.521349 + Penalty 2787.760200 = -655682.761149
  nChanged 0
		SP:Iteration 51F (202175.630000 sec): 3 clusters
  Score: Raw -658470.521349 + Penalty 2787.760200 = -655682.761149
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 77 (6635 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (202175.720000 sec): 2 clusters
  Score: Raw -781127.831292 + Penalty 1430.018516 = -779697.812776
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (202175.880000 sec): 3 clusters
  Score: Raw -777574.595471 + Penalty 2860.037033 = -774714.558439
  nChanged 2751
		SP:Iteration 1F (202175.980000 sec): 3 clusters
  Score: Raw -779094.118176 + Penalty 2860.037033 = -776234.081143
  nChanged 465
		SP:Iteration 2F (202176.080000 sec): 3 clusters
  Score: Raw -779318.281682 + Penalty 2860.037033 = -776458.244649
  nChanged 347
		SP:Iteration 3F (202176.190000 sec): 3 clusters
  Score: Raw -779486.277149 + Penalty 2860.037033 = -776626.240116
  nChanged 302
		SP:Iteration 4Q (202176.290000 sec): 3 clusters
  Score: Raw -779620.369130 + Penalty 2860.037033 = -776760.332097
  nChanged 262
		SP:Iteration 5Q (202176.390000 sec): 3 clusters
  Score: Raw -779728.656512 + Penalty 2860.037033 = -776868.619480
  nChanged 220
		SP:Iteration 6Q (202176.500000 sec): 3 clusters
  Score: Raw -779817.411920 + Penalty 2860.037033 = -776957.374888
  nChanged 226
		SP:Iteration 7Q (202176.600000 sec): 3 clusters
  Score: Raw -779922.150301 + Penalty 2860.037033 = -777062.113268
  nChanged 237
		SP:Iteration 8Q (202176.700000 sec): 3 clusters
  Score: Raw -780031.074559 + Penalty 2860.037033 = -777171.037526
  nChanged 247
		SP:Iteration 9Q (202176.800000 sec): 3 clusters
  Score: Raw -780153.466682 + Penalty 2860.037033 = -777293.429649
  nChanged 240
		SP:Iteration 10Q (202176.910000 sec): 3 clusters
  Score: Raw -780282.090706 + Penalty 2860.037033 = -777422.053674
  nChanged 233
		SP:Iteration 11Q (202177.020000 sec): 3 clusters
  Score: Raw -780396.717588 + Penalty 2860.037033 = -777536.680555
  nChanged 229
		SP:Iteration 12Q (202177.120000 sec): 3 clusters
  Score: Raw -780505.517098 + Penalty 2860.037033 = -777645.480066
  nChanged 213
		SP:Iteration 13Q (202177.230000 sec): 3 clusters
  Score: Raw -780603.762033 + Penalty 2860.037033 = -777743.725000
  nChanged 196
		SP:Iteration 14Q (202177.340000 sec): 3 clusters
  Score: Raw -780695.538404 + Penalty 2860.037033 = -777835.501371
  nChanged 189
		SP:Iteration 15Q (202177.440000 sec): 3 clusters
  Score: Raw -780786.497654 + Penalty 2860.037033 = -777926.460622
  nChanged 187
		SP:Iteration 16Q (202177.550000 sec): 3 clusters
  Score: Raw -780871.895522 + Penalty 2860.037033 = -778011.858489
  nChanged 175
		SP:Iteration 17Q (202177.660000 sec): 3 clusters
  Score: Raw -780959.812496 + Penalty 2860.037033 = -778099.775463
  nChanged 175
		SP:Iteration 18Q (202177.770000 sec): 3 clusters
  Score: Raw -781047.513646 + Penalty 2860.037033 = -778187.476613
  nChanged 165
		SP:Iteration 19Q (202177.880000 sec): 3 clusters
  Score: Raw -781133.020041 + Penalty 2860.037033 = -778272.983008
  nChanged 144
		SP:Iteration 20F (202177.990000 sec): 3 clusters
  Score: Raw -781206.925167 + Penalty 2860.037033 = -778346.888134
  nChanged 126
		SP:Iteration 21Q (202178.100000 sec): 3 clusters
  Score: Raw -781267.292143 + Penalty 2860.037033 = -778407.255111
  nChanged 94
		SP:Iteration 22Q (202178.200000 sec): 3 clusters
  Score: Raw -781319.194763 + Penalty 2860.037033 = -778459.157730
  nChanged 104
		SP:Iteration 23Q (202178.310000 sec): 3 clusters
  Score: Raw -781363.599865 + Penalty 2860.037033 = -778503.562833
  nChanged 70
		SP:Iteration 24Q (202178.420000 sec): 3 clusters
  Score: Raw -781392.457505 + Penalty 2860.037033 = -778532.420472
  nChanged 44
		SP:Iteration 25Q (202178.530000 sec): 3 clusters
  Score: Raw -781411.671133 + Penalty 2860.037033 = -778551.634100
  nChanged 42
		SP:Iteration 26Q (202178.630000 sec): 3 clusters
  Score: Raw -781431.056565 + Penalty 2860.037033 = -778571.019533
  nChanged 44
		SP:Iteration 27Q (202178.740000 sec): 3 clusters
  Score: Raw -781449.391322 + Penalty 2860.037033 = -778589.354289
  nChanged 39
		SP:Iteration 28Q (202178.840000 sec): 3 clusters
  Score: Raw -781467.808153 + Penalty 2860.037033 = -778607.771120
  nChanged 43
		SP:Iteration 29Q (202178.940000 sec): 3 clusters
  Score: Raw -781485.972140 + Penalty 2860.037033 = -778625.935108
  nChanged 33
		SP:Iteration 30Q (202179.050000 sec): 3 clusters
  Score: Raw -781498.769166 + Penalty 2860.037033 = -778638.732134
  nChanged 29
		SP:Iteration 31Q (202179.150000 sec): 3 clusters
  Score: Raw -781512.847736 + Penalty 2860.037033 = -778652.810703
  nChanged 35
		SP:Iteration 32Q (202179.260000 sec): 3 clusters
  Score: Raw -781528.584700 + Penalty 2860.037033 = -778668.547667
  nChanged 44
		SP:Iteration 33Q (202179.360000 sec): 3 clusters
  Score: Raw -781548.761333 + Penalty 2860.037033 = -778688.724301
  nChanged 33
		SP:Iteration 34Q (202179.460000 sec): 3 clusters
  Score: Raw -781560.521116 + Penalty 2860.037033 = -778700.484083
  nChanged 20
		SP:Iteration 35Q (202179.560000 sec): 3 clusters
  Score: Raw -781568.711822 + Penalty 2860.037033 = -778708.674789
  nChanged 16
		SP:Iteration 36Q (202179.670000 sec): 3 clusters
  Score: Raw -781573.865241 + Penalty 2860.037033 = -778713.828209
  nChanged 9
		SP:Iteration 37Q (202179.770000 sec): 3 clusters
  Score: Raw -781577.845714 + Penalty 2860.037033 = -778717.808681
  nChanged 13
		SP:Iteration 38Q (202179.870000 sec): 3 clusters
  Score: Raw -781583.032928 + Penalty 2860.037033 = -778722.995896
  nChanged 19
		SP:Iteration 39Q (202179.980000 sec): 3 clusters
  Score: Raw -781590.535079 + Penalty 2860.037033 = -778730.498046
  nChanged 12
		SP:Iteration 40F (202180.080000 sec): 3 clusters
  Score: Raw -781596.501837 + Penalty 2860.037033 = -778736.464804
  nChanged 14
		SP:Iteration 41Q (202180.180000 sec): 3 clusters
  Score: Raw -781602.634679 + Penalty 2860.037033 = -778742.597646
  nChanged 11
		SP:Iteration 42Q (202180.280000 sec): 3 clusters
  Score: Raw -781606.411756 + Penalty 2860.037033 = -778746.374724
  nChanged 8
		SP:Iteration 43Q (202180.380000 sec): 3 clusters
  Score: Raw -781609.073164 + Penalty 2860.037033 = -778749.036132
  nChanged 11
		SP:Iteration 44Q (202180.490000 sec): 3 clusters
  Score: Raw -781613.821906 + Penalty 2860.037033 = -778753.784873
  nChanged 11
		SP:Iteration 45Q (202180.590000 sec): 3 clusters
  Score: Raw -781618.085667 + Penalty 2860.037033 = -778758.048634
  nChanged 8
		SP:Iteration 46Q (202180.690000 sec): 3 clusters
  Score: Raw -781621.302814 + Penalty 2860.037033 = -778761.265782
  nChanged 10
		SP:Iteration 47Q (202180.790000 sec): 3 clusters
  Score: Raw -781625.880783 + Penalty 2860.037033 = -778765.843750
  nChanged 7
		SP:Iteration 48Q (202180.890000 sec): 3 clusters
  Score: Raw -781628.472151 + Penalty 2860.037033 = -778768.435118
  nChanged 2
		SP:Iteration 49Q (202180.990000 sec): 3 clusters
  Score: Raw -781628.989804 + Penalty 2860.037033 = -778768.952771
  nChanged 4
		SP:Iteration 50Q (202181.090000 sec): 3 clusters
  Score: Raw -781629.944359 + Penalty 2860.037033 = -778769.907326
  nChanged 4
		SP:Iteration 51Q (202181.200000 sec): 3 clusters
  Score: Raw -781631.962920 + Penalty 2860.037033 = -778771.925887
  nChanged 5
		SP:Iteration 52Q (202181.310000 sec): 3 clusters
  Score: Raw -781634.676829 + Penalty 2860.037033 = -778774.639796
  nChanged 3
		SP:Iteration 53Q (202181.410000 sec): 3 clusters
  Score: Raw -781635.963569 + Penalty 2860.037033 = -778775.926537
  nChanged 1
		SP:Iteration 54Q (202181.510000 sec): 3 clusters
  Score: Raw -781636.111156 + Penalty 2860.037033 = -778776.074123
  nChanged 1
		SP:Iteration 55Q (202181.610000 sec): 3 clusters
  Score: Raw -781636.299814 + Penalty 2860.037033 = -778776.262781
  nChanged 0
		SP:Iteration 56F (202181.710000 sec): 3 clusters
  Score: Raw -781636.299814 + Penalty 2860.037033 = -778776.262781
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 78 (4957 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (202181.780000 sec): 2 clusters
  Score: Raw -563864.268321 + Penalty 1382.640350 = -562481.627972
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (202181.890000 sec): 3 clusters
  Score: Raw -561270.753226 + Penalty 2765.280699 = -558505.472527
  nChanged 1979
		SP:Iteration 1F (202181.980000 sec): 3 clusters
  Score: Raw -562387.357680 + Penalty 2765.280699 = -559622.076980
  nChanged 429
		SP:Iteration 2F (202182.080000 sec): 3 clusters
  Score: Raw -562648.836355 + Penalty 2765.280699 = -559883.555655
  nChanged 286
		SP:Iteration 3F (202182.170000 sec): 3 clusters
  Score: Raw -562808.060176 + Penalty 2765.280699 = -560042.779476
  nChanged 251
		SP:Iteration 4F (202182.260000 sec): 3 clusters
  Score: Raw -562959.890152 + Penalty 2765.280699 = -560194.609452
  nChanged 249
		SP:Iteration 5F (202182.370000 sec): 3 clusters
  Score: Raw -563087.959756 + Penalty 2765.280699 = -560322.679057
  nChanged 199
		SP:Iteration 6Q (202182.460000 sec): 3 clusters
  Score: Raw -563226.753100 + Penalty 2765.280699 = -560461.472401
  nChanged 218
		SP:Iteration 7Q (202182.550000 sec): 3 clusters
  Score: Raw -563365.439193 + Penalty 2765.280699 = -560600.158494
  nChanged 234
		SP:Iteration 8Q (202182.650000 sec): 3 clusters
  Score: Raw -563522.933178 + Penalty 2765.280699 = -560757.652479
  nChanged 218
		SP:Iteration 9Q (202182.740000 sec): 3 clusters
  Score: Raw -563661.613601 + Penalty 2765.280699 = -560896.332902
  nChanged 191
		SP:Iteration 10Q (202182.830000 sec): 3 clusters
  Score: Raw -563783.630989 + Penalty 2765.280699 = -561018.350289
  nChanged 183
		SP:Iteration 11Q (202182.920000 sec): 3 clusters
  Score: Raw -563903.175528 + Penalty 2765.280699 = -561137.894828
  nChanged 154
		SP:Iteration 12Q (202183.020000 sec): 3 clusters
  Score: Raw -564022.174804 + Penalty 2765.280699 = -561256.894105
  nChanged 136
		SP:Iteration 13Q (202183.110000 sec): 3 clusters
  Score: Raw -564121.237975 + Penalty 2765.280699 = -561355.957276
  nChanged 122
		SP:Iteration 14Q (202183.200000 sec): 3 clusters
  Score: Raw -564204.804314 + Penalty 2765.280699 = -561439.523615
  nChanged 104
		SP:Iteration 15Q (202183.300000 sec): 3 clusters
  Score: Raw -564268.535578 + Penalty 2765.280699 = -561503.254878
  nChanged 102
		SP:Iteration 16Q (202183.390000 sec): 3 clusters
  Score: Raw -564347.294620 + Penalty 2765.280699 = -561582.013920
  nChanged 101
		SP:Iteration 17Q (202183.480000 sec): 3 clusters
  Score: Raw -564427.169853 + Penalty 2765.280699 = -561661.889154
  nChanged 87
		SP:Iteration 18Q (202183.580000 sec): 3 clusters
  Score: Raw -564490.270432 + Penalty 2765.280699 = -561724.989732
  nChanged 69
		SP:Iteration 19Q (202183.670000 sec): 3 clusters
  Score: Raw -564541.302634 + Penalty 2765.280699 = -561776.021935
  nChanged 62
		SP:Iteration 20F (202183.760000 sec): 3 clusters
  Score: Raw -564582.288302 + Penalty 2765.280699 = -561817.007603
  nChanged 46
		SP:Iteration 21Q (202183.850000 sec): 3 clusters
  Score: Raw -564613.860400 + Penalty 2765.280699 = -561848.579701
  nChanged 38
		SP:Iteration 22Q (202183.940000 sec): 3 clusters
  Score: Raw -564638.344443 + Penalty 2765.280699 = -561873.063743
  nChanged 31
		SP:Iteration 23Q (202184.030000 sec): 3 clusters
  Score: Raw -564664.486860 + Penalty 2765.280699 = -561899.206161
  nChanged 37
		SP:Iteration 24Q (202184.120000 sec): 3 clusters
  Score: Raw -564695.215527 + Penalty 2765.280699 = -561929.934828
  nChanged 21
		SP:Iteration 25Q (202184.220000 sec): 3 clusters
  Score: Raw -564706.466973 + Penalty 2765.280699 = -561941.186273
  nChanged 13
		SP:Iteration 26Q (202184.300000 sec): 3 clusters
  Score: Raw -564715.338550 + Penalty 2765.280699 = -561950.057851
  nChanged 8
		SP:Iteration 27Q (202184.390000 sec): 3 clusters
  Score: Raw -564719.362734 + Penalty 2765.280699 = -561954.082035
  nChanged 6
		SP:Iteration 28Q (202184.480000 sec): 3 clusters
  Score: Raw -564722.671577 + Penalty 2765.280699 = -561957.390878
  nChanged 6
		SP:Iteration 29Q (202184.570000 sec): 3 clusters
  Score: Raw -564726.335961 + Penalty 2765.280699 = -561961.055261
  nChanged 4
		SP:Iteration 30Q (202184.660000 sec): 3 clusters
  Score: Raw -564729.078695 + Penalty 2765.280699 = -561963.797996
  nChanged 1
		SP:Iteration 31Q (202184.750000 sec): 3 clusters
  Score: Raw -564729.736318 + Penalty 2765.280699 = -561964.455619
  nChanged 0
		SP:Iteration 32F (202184.840000 sec): 3 clusters
  Score: Raw -564729.736318 + Penalty 2765.280699 = -561964.455619
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 79 (5112 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (202184.920000 sec): 2 clusters
  Score: Raw -610028.894279 + Penalty 1387.643724 = -608641.250554
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (202185.030000 sec): 3 clusters
  Score: Raw -607374.251294 + Penalty 2775.287449 = -604598.963845
  nChanged 2064
		SP:Iteration 1F (202185.130000 sec): 3 clusters
  Score: Raw -608471.508104 + Penalty 2775.287449 = -605696.220655
  nChanged 344
		SP:Iteration 2F (202185.220000 sec): 3 clusters
  Score: Raw -608635.318986 + Penalty 2775.287449 = -605860.031537
  nChanged 249
		SP:Iteration 3Q (202185.310000 sec): 3 clusters
  Score: Raw -608750.488756 + Penalty 2775.287449 = -605975.201308
  nChanged 190
		SP:Iteration 4Q (202185.400000 sec): 3 clusters
  Score: Raw -608841.364410 + Penalty 2775.287449 = -606066.076962
  nChanged 168
		SP:Iteration 5Q (202185.490000 sec): 3 clusters
  Score: Raw -608921.273108 + Penalty 2775.287449 = -606145.985660
  nChanged 195
		SP:Iteration 6Q (202185.580000 sec): 3 clusters
  Score: Raw -609022.077906 + Penalty 2775.287449 = -606246.790457
  nChanged 210
		SP:Iteration 7Q (202185.670000 sec): 3 clusters
  Score: Raw -609141.646036 + Penalty 2775.287449 = -606366.358588
  nChanged 203
		SP:Iteration 8Q (202185.760000 sec): 3 clusters
  Score: Raw -609276.233156 + Penalty 2775.287449 = -606500.945707
  nChanged 228
		SP:Iteration 9Q (202185.850000 sec): 3 clusters
  Score: Raw -609438.848255 + Penalty 2775.287449 = -606663.560806
  nChanged 226
		SP:Iteration 10Q (202185.940000 sec): 3 clusters
  Score: Raw -609605.198656 + Penalty 2775.287449 = -606829.911207
  nChanged 162
		SP:Iteration 11Q (202186.030000 sec): 3 clusters
  Score: Raw -609717.261555 + Penalty 2775.287449 = -606941.974106
  nChanged 139
		SP:Iteration 12Q (202186.120000 sec): 3 clusters
  Score: Raw -609831.511861 + Penalty 2775.287449 = -607056.224412
  nChanged 134
		SP:Iteration 13Q (202186.210000 sec): 3 clusters
  Score: Raw -609947.024453 + Penalty 2775.287449 = -607171.737004
  nChanged 83
		SP:Iteration 14Q (202186.290000 sec): 3 clusters
  Score: Raw -610022.292034 + Penalty 2775.287449 = -607247.004585
  nChanged 69
		SP:Iteration 15Q (202186.380000 sec): 3 clusters
  Score: Raw -610085.275809 + Penalty 2775.287449 = -607309.988360
  nChanged 44
		SP:Iteration 16Q (202186.470000 sec): 3 clusters
  Score: Raw -610129.319393 + Penalty 2775.287449 = -607354.031944
  nChanged 34
		SP:Iteration 17Q (202186.550000 sec): 3 clusters
  Score: Raw -610166.728535 + Penalty 2775.287449 = -607391.441086
  nChanged 15
		SP:Iteration 18Q (202186.640000 sec): 3 clusters
  Score: Raw -610182.214380 + Penalty 2775.287449 = -607406.926931
  nChanged 9
		SP:Iteration 19Q (202186.730000 sec): 3 clusters
  Score: Raw -610193.440958 + Penalty 2775.287449 = -607418.153509
  nChanged 8
		SP:Iteration 20F (202186.820000 sec): 3 clusters
  Score: Raw -610200.765969 + Penalty 2775.287449 = -607425.478520
  nChanged 6
		SP:Iteration 21Q (202186.900000 sec): 3 clusters
  Score: Raw -610206.717869 + Penalty 2775.287449 = -607431.430420
  nChanged 0
		SP:Iteration 22F (202186.990000 sec): 3 clusters
  Score: Raw -610206.717869 + Penalty 2775.287449 = -607431.430420
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 80 (2163 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (202187.050000 sec): 2 clusters
  Score: Raw -238383.561185 + Penalty 1247.878357 = -237135.682829
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (202187.090000 sec): 3 clusters
  Score: Raw -237506.257744 + Penalty 2495.756713 = -235010.501031
  nChanged 731
		SP:Iteration 1F (202187.130000 sec): 3 clusters
  Score: Raw -238093.008783 + Penalty 2495.756713 = -235597.252070
  nChanged 203
		SP:Iteration 2F (202187.170000 sec): 3 clusters
  Score: Raw -238319.303690 + Penalty 2495.756713 = -235823.546977
  nChanged 158
		SP:Iteration 3F (202187.210000 sec): 3 clusters
  Score: Raw -238498.774996 + Penalty 2495.756713 = -236003.018283
  nChanged 127
		SP:Iteration 4F (202187.250000 sec): 3 clusters
  Score: Raw -238648.034661 + Penalty 2495.756713 = -236152.277948
  nChanged 101
		SP:Iteration 5Q (202187.290000 sec): 3 clusters
  Score: Raw -238751.624525 + Penalty 2495.756713 = -236255.867811
  nChanged 76
		SP:Iteration 6Q (202187.330000 sec): 3 clusters
  Score: Raw -238810.043897 + Penalty 2495.756713 = -236314.287183
  nChanged 59
		SP:Iteration 7Q (202187.370000 sec): 3 clusters
  Score: Raw -238859.252804 + Penalty 2495.756713 = -236363.496091
  nChanged 59
		SP:Iteration 8Q (202187.410000 sec): 3 clusters
  Score: Raw -238917.203931 + Penalty 2495.756713 = -236421.447217
  nChanged 50
		SP:Iteration 9Q (202187.450000 sec): 3 clusters
  Score: Raw -238961.070344 + Penalty 2495.756713 = -236465.313631
  nChanged 41
		SP:Iteration 10Q (202187.490000 sec): 3 clusters
  Score: Raw -238989.276640 + Penalty 2495.756713 = -236493.519926
  nChanged 28
		SP:Iteration 11Q (202187.530000 sec): 3 clusters
  Score: Raw -239007.598785 + Penalty 2495.756713 = -236511.842072
  nChanged 20
		SP:Iteration 12Q (202187.570000 sec): 3 clusters
  Score: Raw -239019.876630 + Penalty 2495.756713 = -236524.119916
  nChanged 18
		SP:Iteration 13Q (202187.610000 sec): 3 clusters
  Score: Raw -239031.714643 + Penalty 2495.756713 = -236535.957929
  nChanged 19
		SP:Iteration 14Q (202187.640000 sec): 3 clusters
  Score: Raw -239043.662364 + Penalty 2495.756713 = -236547.905650
  nChanged 15
		SP:Iteration 15Q (202187.680000 sec): 3 clusters
  Score: Raw -239052.595498 + Penalty 2495.756713 = -236556.838785
  nChanged 13
		SP:Iteration 16Q (202187.720000 sec): 3 clusters
  Score: Raw -239059.558326 + Penalty 2495.756713 = -236563.801612
  nChanged 11
		SP:Iteration 17Q (202187.760000 sec): 3 clusters
  Score: Raw -239065.489428 + Penalty 2495.756713 = -236569.732714
  nChanged 10
		SP:Iteration 18Q (202187.800000 sec): 3 clusters
  Score: Raw -239070.165642 + Penalty 2495.756713 = -236574.408928
  nChanged 4
		SP:Iteration 19Q (202187.830000 sec): 3 clusters
  Score: Raw -239071.674481 + Penalty 2495.756713 = -236575.917767
  nChanged 4
		SP:Iteration 20F (202187.870000 sec): 3 clusters
  Score: Raw -239072.911593 + Penalty 2495.756713 = -236577.154879
  nChanged 3
		SP:Iteration 21Q (202187.910000 sec): 3 clusters
  Score: Raw -239073.937077 + Penalty 2495.756713 = -236578.180364
  nChanged 0
		SP:Iteration 22F (202187.950000 sec): 3 clusters
  Score: Raw -239073.937077 + Penalty 2495.756713 = -236578.180364
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 81 (1985 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (202188.020000 sec): 2 clusters
  Score: Raw -207869.437821 + Penalty 1233.923306 = -206635.514514
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (202188.060000 sec): 3 clusters
  Score: Raw -207093.894493 + Penalty 2467.846613 = -204626.047880
  nChanged 713
		SP:Iteration 1F (202188.090000 sec): 3 clusters
  Score: Raw -207770.613524 + Penalty 2467.846613 = -205302.766911
  nChanged 210
		SP:Iteration 2F (202188.130000 sec): 3 clusters
  Score: Raw -208036.804027 + Penalty 2467.846613 = -205568.957414
  nChanged 130
		SP:Iteration 3F (202188.170000 sec): 3 clusters
  Score: Raw -208181.895360 + Penalty 2467.846613 = -205714.048748
  nChanged 102
		SP:Iteration 4F (202188.200000 sec): 3 clusters
  Score: Raw -208276.452937 + Penalty 2467.846613 = -205808.606324
  nChanged 85
		SP:Iteration 5Q (202188.240000 sec): 3 clusters
  Score: Raw -208347.995638 + Penalty 2467.846613 = -205880.149026
  nChanged 61
		SP:Iteration 6Q (202188.270000 sec): 3 clusters
  Score: Raw -208399.024082 + Penalty 2467.846613 = -205931.177469
  nChanged 52
		SP:Iteration 7Q (202188.310000 sec): 3 clusters
  Score: Raw -208444.481172 + Penalty 2467.846613 = -205976.634559
  nChanged 47
		SP:Iteration 8Q (202188.350000 sec): 3 clusters
  Score: Raw -208477.216750 + Penalty 2467.846613 = -206009.370137
  nChanged 27
		SP:Iteration 9Q (202188.380000 sec): 3 clusters
  Score: Raw -208492.063859 + Penalty 2467.846613 = -206024.217246
  nChanged 20
		SP:Iteration 10Q (202188.420000 sec): 3 clusters
  Score: Raw -208505.481200 + Penalty 2467.846613 = -206037.634587
  nChanged 22
		SP:Iteration 11Q (202188.450000 sec): 3 clusters
  Score: Raw -208520.480094 + Penalty 2467.846613 = -206052.633481
  nChanged 10
		SP:Iteration 12Q (202188.490000 sec): 3 clusters
  Score: Raw -208526.150436 + Penalty 2467.846613 = -206058.303823
  nChanged 10
		SP:Iteration 13Q (202188.530000 sec): 3 clusters
  Score: Raw -208533.308934 + Penalty 2467.846613 = -206065.462322
  nChanged 8
		SP:Iteration 14Q (202188.560000 sec): 3 clusters
  Score: Raw -208536.934391 + Penalty 2467.846613 = -206069.087778
  nChanged 6
		SP:Iteration 15Q (202188.600000 sec): 3 clusters
  Score: Raw -208539.656667 + Penalty 2467.846613 = -206071.810055
  nChanged 1
		SP:Iteration 16Q (202188.630000 sec): 3 clusters
  Score: Raw -208540.906796 + Penalty 2467.846613 = -206073.060183
  nChanged 4
		SP:Iteration 17Q (202188.670000 sec): 3 clusters
  Score: Raw -208543.154025 + Penalty 2467.846613 = -206075.307412
  nChanged 0
		SP:Iteration 18F (202188.710000 sec): 3 clusters
  Score: Raw -208543.154025 + Penalty 2467.846613 = -206075.307412
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 82 (4125 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (202188.780000 sec): 2 clusters
  Score: Raw -467324.166393 + Penalty 1352.783461 = -465971.382932
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (202188.870000 sec): 3 clusters
  Score: Raw -465309.281502 + Penalty 2705.566922 = -462603.714580
  nChanged 1635
		SP:Iteration 1F (202188.950000 sec): 3 clusters
  Score: Raw -466429.929702 + Penalty 2705.566922 = -463724.362780
  nChanged 354
		SP:Iteration 2F (202189.030000 sec): 3 clusters
  Score: Raw -466740.624647 + Penalty 2705.566922 = -464035.057725
  nChanged 258
		SP:Iteration 3F (202189.110000 sec): 3 clusters
  Score: Raw -466931.041004 + Penalty 2705.566922 = -464225.474081
  nChanged 197
		SP:Iteration 4Q (202189.180000 sec): 3 clusters
  Score: Raw -467054.183780 + Penalty 2705.566922 = -464348.616857
  nChanged 159
		SP:Iteration 5Q (202189.260000 sec): 3 clusters
  Score: Raw -467147.392695 + Penalty 2705.566922 = -464441.825773
  nChanged 136
		SP:Iteration 6Q (202189.340000 sec): 3 clusters
  Score: Raw -467216.635168 + Penalty 2705.566922 = -464511.068246
  nChanged 118
		SP:Iteration 7Q (202189.410000 sec): 3 clusters
  Score: Raw -467280.881446 + Penalty 2705.566922 = -464575.314524
  nChanged 109
		SP:Iteration 8Q (202189.490000 sec): 3 clusters
  Score: Raw -467332.051256 + Penalty 2705.566922 = -464626.484334
  nChanged 90
		SP:Iteration 9Q (202189.570000 sec): 3 clusters
  Score: Raw -467384.695696 + Penalty 2705.566922 = -464679.128774
  nChanged 107
		SP:Iteration 10Q (202189.650000 sec): 3 clusters
  Score: Raw -467445.403102 + Penalty 2705.566922 = -464739.836180
  nChanged 91
		SP:Iteration 11Q (202189.730000 sec): 3 clusters
  Score: Raw -467491.633096 + Penalty 2705.566922 = -464786.066174
  nChanged 85
		SP:Iteration 12Q (202189.810000 sec): 3 clusters
  Score: Raw -467533.722104 + Penalty 2705.566922 = -464828.155182
  nChanged 67
		SP:Iteration 13Q (202189.880000 sec): 3 clusters
  Score: Raw -467563.379814 + Penalty 2705.566922 = -464857.812892
  nChanged 53
		SP:Iteration 14Q (202189.960000 sec): 3 clusters
  Score: Raw -467598.442591 + Penalty 2705.566922 = -464892.875668
  nChanged 68
		SP:Iteration 15Q (202190.040000 sec): 3 clusters
  Score: Raw -467641.484995 + Penalty 2705.566922 = -464935.918073
  nChanged 67
		SP:Iteration 16Q (202190.110000 sec): 3 clusters
  Score: Raw -467675.841359 + Penalty 2705.566922 = -464970.274437
  nChanged 51
		SP:Iteration 17Q (202190.190000 sec): 3 clusters
  Score: Raw -467696.990852 + Penalty 2705.566922 = -464991.423930
  nChanged 41
		SP:Iteration 18Q (202190.270000 sec): 3 clusters
  Score: Raw -467712.907710 + Penalty 2705.566922 = -465007.340788
  nChanged 25
		SP:Iteration 19Q (202190.350000 sec): 3 clusters
  Score: Raw -467721.181729 + Penalty 2705.566922 = -465015.614807
  nChanged 21
		SP:Iteration 20F (202190.430000 sec): 3 clusters
  Score: Raw -467728.184373 + Penalty 2705.566922 = -465022.617451
  nChanged 29
		SP:Iteration 21Q (202190.500000 sec): 3 clusters
  Score: Raw -467739.278190 + Penalty 2705.566922 = -465033.711268
  nChanged 29
		SP:Iteration 22Q (202190.580000 sec): 3 clusters
  Score: Raw -467750.684812 + Penalty 2705.566922 = -465045.117890
  nChanged 27
		SP:Iteration 23Q (202190.660000 sec): 3 clusters
  Score: Raw -467761.702274 + Penalty 2705.566922 = -465056.135352
  nChanged 19
		SP:Iteration 24Q (202190.730000 sec): 3 clusters
  Score: Raw -467768.756541 + Penalty 2705.566922 = -465063.189619
  nChanged 16
		SP:Iteration 25Q (202190.810000 sec): 3 clusters
  Score: Raw -467773.036562 + Penalty 2705.566922 = -465067.469640
  nChanged 14
		SP:Iteration 26Q (202190.890000 sec): 3 clusters
  Score: Raw -467778.368141 + Penalty 2705.566922 = -465072.801219
  nChanged 10
		SP:Iteration 27Q (202190.970000 sec): 3 clusters
  Score: Raw -467780.630296 + Penalty 2705.566922 = -465075.063374
  nChanged 9
		SP:Iteration 28Q (202191.040000 sec): 3 clusters
  Score: Raw -467782.140750 + Penalty 2705.566922 = -465076.573828
  nChanged 4
		SP:Iteration 29Q (202191.120000 sec): 3 clusters
  Score: Raw -467782.971160 + Penalty 2705.566922 = -465077.404238
  nChanged 2
		SP:Iteration 30Q (202191.200000 sec): 3 clusters
  Score: Raw -467783.246286 + Penalty 2705.566922 = -465077.679364
  nChanged 1
		SP:Iteration 31Q (202191.270000 sec): 3 clusters
  Score: Raw -467783.738133 + Penalty 2705.566922 = -465078.171211
  nChanged 3
		SP:Iteration 32Q (202191.350000 sec): 3 clusters
  Score: Raw -467784.476061 + Penalty 2705.566922 = -465078.909139
  nChanged 3
		SP:Iteration 33Q (202191.430000 sec): 3 clusters
  Score: Raw -467784.736089 + Penalty 2705.566922 = -465079.169166
  nChanged 2
		SP:Iteration 34Q (202191.510000 sec): 3 clusters
  Score: Raw -467784.978507 + Penalty 2705.566922 = -465079.411585
  nChanged 3
		SP:Iteration 35Q (202191.580000 sec): 3 clusters
  Score: Raw -467786.110798 + Penalty 2705.566922 = -465080.543876
  nChanged 5
		SP:Iteration 36Q (202191.660000 sec): 3 clusters
  Score: Raw -467787.080968 + Penalty 2705.566922 = -465081.514046
  nChanged 2
		SP:Iteration 37Q (202191.740000 sec): 3 clusters
  Score: Raw -467787.588941 + Penalty 2705.566922 = -465082.022019
  nChanged 0
		SP:Iteration 38F (202191.810000 sec): 3 clusters
  Score: Raw -467787.588941 + Penalty 2705.566922 = -465082.022019
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 83 (3490 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (202191.890000 sec): 2 clusters
  Score: Raw -433277.244745 + Penalty 1325.619265 = -431951.625480
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (202191.950000 sec): 3 clusters
  Score: Raw -431558.309538 + Penalty 2651.238530 = -428907.071008
  nChanged 1382
		SP:Iteration 1F (202192.020000 sec): 3 clusters
  Score: Raw -432336.237491 + Penalty 2651.238530 = -429684.998961
  nChanged 264
		SP:Iteration 2F (202192.080000 sec): 3 clusters
  Score: Raw -432513.607131 + Penalty 2651.238530 = -429862.368601
  nChanged 196
		SP:Iteration 3F (202192.150000 sec): 3 clusters
  Score: Raw -432630.199951 + Penalty 2651.238530 = -429978.961421
  nChanged 154
		SP:Iteration 4Q (202192.210000 sec): 3 clusters
  Score: Raw -432705.663410 + Penalty 2651.238530 = -430054.424880
  nChanged 127
		SP:Iteration 5Q (202192.270000 sec): 3 clusters
  Score: Raw -432762.243862 + Penalty 2651.238530 = -430111.005332
  nChanged 101
		SP:Iteration 6Q (202192.330000 sec): 3 clusters
  Score: Raw -432803.524514 + Penalty 2651.238530 = -430152.285984
  nChanged 73
		SP:Iteration 7Q (202192.400000 sec): 3 clusters
  Score: Raw -432829.858126 + Penalty 2651.238530 = -430178.619596
  nChanged 57
		SP:Iteration 8Q (202192.460000 sec): 3 clusters
  Score: Raw -432851.751693 + Penalty 2651.238530 = -430200.513163
  nChanged 62
		SP:Iteration 9Q (202192.530000 sec): 3 clusters
  Score: Raw -432875.806888 + Penalty 2651.238530 = -430224.568359
  nChanged 52
		SP:Iteration 10Q (202192.590000 sec): 3 clusters
  Score: Raw -432896.297042 + Penalty 2651.238530 = -430245.058512
  nChanged 45
		SP:Iteration 11Q (202192.650000 sec): 3 clusters
  Score: Raw -432913.021792 + Penalty 2651.238530 = -430261.783262
  nChanged 43
		SP:Iteration 12Q (202192.710000 sec): 3 clusters
  Score: Raw -432928.189788 + Penalty 2651.238530 = -430276.951258
  nChanged 40
		SP:Iteration 13Q (202192.780000 sec): 3 clusters
  Score: Raw -432942.111043 + Penalty 2651.238530 = -430290.872513
  nChanged 36
		SP:Iteration 14Q (202192.840000 sec): 3 clusters
  Score: Raw -432956.539519 + Penalty 2651.238530 = -430305.300989
  nChanged 45
		SP:Iteration 15Q (202192.900000 sec): 3 clusters
  Score: Raw -432973.823388 + Penalty 2651.238530 = -430322.584858
  nChanged 39
		SP:Iteration 16Q (202192.970000 sec): 3 clusters
  Score: Raw -432993.903118 + Penalty 2651.238530 = -430342.664588
  nChanged 50
		SP:Iteration 17Q (202193.030000 sec): 3 clusters
  Score: Raw -433016.064565 + Penalty 2651.238530 = -430364.826035
  nChanged 60
		SP:Iteration 18Q (202193.090000 sec): 3 clusters
  Score: Raw -433040.975484 + Penalty 2651.238530 = -430389.736954
  nChanged 51
		SP:Iteration 19Q (202193.150000 sec): 3 clusters
  Score: Raw -433062.427433 + Penalty 2651.238530 = -430411.188903
  nChanged 42
		SP:Iteration 20F (202193.220000 sec): 3 clusters
  Score: Raw -433080.677574 + Penalty 2651.238530 = -430429.439044
  nChanged 36
		SP:Iteration 21Q (202193.280000 sec): 3 clusters
  Score: Raw -433097.055492 + Penalty 2651.238530 = -430445.816962
  nChanged 40
		SP:Iteration 22Q (202193.350000 sec): 3 clusters
  Score: Raw -433114.337090 + Penalty 2651.238530 = -430463.098560
  nChanged 41
		SP:Iteration 23Q (202193.410000 sec): 3 clusters
  Score: Raw -433133.969048 + Penalty 2651.238530 = -430482.730518
  nChanged 45
		SP:Iteration 24Q (202193.470000 sec): 3 clusters
  Score: Raw -433154.118979 + Penalty 2651.238530 = -430502.880449
  nChanged 37
		SP:Iteration 25Q (202193.530000 sec): 3 clusters
  Score: Raw -433167.599364 + Penalty 2651.238530 = -430516.360834
  nChanged 26
		SP:Iteration 26Q (202193.600000 sec): 3 clusters
  Score: Raw -433176.689907 + Penalty 2651.238530 = -430525.451377
  nChanged 29
		SP:Iteration 27Q (202193.660000 sec): 3 clusters
  Score: Raw -433188.746775 + Penalty 2651.238530 = -430537.508245
  nChanged 27
		SP:Iteration 28Q (202193.720000 sec): 3 clusters
  Score: Raw -433200.515815 + Penalty 2651.238530 = -430549.277285
  nChanged 34
		SP:Iteration 29Q (202193.790000 sec): 3 clusters
  Score: Raw -433217.952010 + Penalty 2651.238530 = -430566.713480
  nChanged 39
		SP:Iteration 30Q (202193.850000 sec): 3 clusters
  Score: Raw -433237.302119 + Penalty 2651.238530 = -430586.063589
  nChanged 38
		SP:Iteration 31Q (202193.910000 sec): 3 clusters
  Score: Raw -433254.790591 + Penalty 2651.238530 = -430603.552061
  nChanged 35
		SP:Iteration 32Q (202193.970000 sec): 3 clusters
  Score: Raw -433274.869818 + Penalty 2651.238530 = -430623.631288
  nChanged 27
		SP:Iteration 33Q (202194.040000 sec): 3 clusters
  Score: Raw -433286.606348 + Penalty 2651.238530 = -430635.367818
  nChanged 20
		SP:Iteration 34Q (202194.100000 sec): 3 clusters
  Score: Raw -433294.524208 + Penalty 2651.238530 = -430643.285678
  nChanged 20
		SP:Iteration 35Q (202194.160000 sec): 3 clusters
  Score: Raw -433303.465361 + Penalty 2651.238530 = -430652.226831
  nChanged 27
		SP:Iteration 36Q (202194.230000 sec): 3 clusters
  Score: Raw -433317.210569 + Penalty 2651.238530 = -430665.972039
  nChanged 22
		SP:Iteration 37Q (202194.290000 sec): 3 clusters
  Score: Raw -433327.027296 + Penalty 2651.238530 = -430675.788766
  nChanged 15
		SP:Iteration 38Q (202194.350000 sec): 3 clusters
  Score: Raw -433334.741617 + Penalty 2651.238530 = -430683.503087
  nChanged 17
		SP:Iteration 39Q (202194.410000 sec): 3 clusters
  Score: Raw -433341.568230 + Penalty 2651.238530 = -430690.329700
  nChanged 13
		SP:Iteration 40F (202194.480000 sec): 3 clusters
  Score: Raw -433349.457851 + Penalty 2651.238530 = -430698.219321
  nChanged 20
		SP:Iteration 41Q (202194.540000 sec): 3 clusters
  Score: Raw -433360.322692 + Penalty 2651.238530 = -430709.084162
  nChanged 20
		SP:Iteration 42Q (202194.600000 sec): 3 clusters
  Score: Raw -433369.302154 + Penalty 2651.238530 = -430718.063624
  nChanged 17
		SP:Iteration 43Q (202194.670000 sec): 3 clusters
  Score: Raw -433377.136432 + Penalty 2651.238530 = -430725.897902
  nChanged 19
		SP:Iteration 44Q (202194.730000 sec): 3 clusters
  Score: Raw -433386.927922 + Penalty 2651.238530 = -430735.689392
  nChanged 21
		SP:Iteration 45Q (202194.790000 sec): 3 clusters
  Score: Raw -433399.074992 + Penalty 2651.238530 = -430747.836462
  nChanged 17
		SP:Iteration 46Q (202194.850000 sec): 3 clusters
  Score: Raw -433408.234733 + Penalty 2651.238530 = -430756.996203
  nChanged 23
		SP:Iteration 47Q (202194.910000 sec): 3 clusters
  Score: Raw -433422.452468 + Penalty 2651.238530 = -430771.213938
  nChanged 25
		SP:Iteration 48Q (202194.970000 sec): 3 clusters
  Score: Raw -433441.032442 + Penalty 2651.238530 = -430789.793913
  nChanged 21
		SP:Iteration 49Q (202195.040000 sec): 3 clusters
  Score: Raw -433453.342365 + Penalty 2651.238530 = -430802.103835
  nChanged 12
		SP:Iteration 50Q (202195.100000 sec): 3 clusters
  Score: Raw -433461.978146 + Penalty 2651.238530 = -430810.739616
  nChanged 9
		SP:Iteration 51Q (202195.160000 sec): 3 clusters
  Score: Raw -433468.023513 + Penalty 2651.238530 = -430816.784984
  nChanged 7
		SP:Iteration 52Q (202195.220000 sec): 3 clusters
  Score: Raw -433471.579563 + Penalty 2651.238530 = -430820.341033
  nChanged 5
		SP:Iteration 53Q (202195.280000 sec): 3 clusters
  Score: Raw -433474.131616 + Penalty 2651.238530 = -430822.893086
  nChanged 4
		SP:Iteration 54Q (202195.350000 sec): 3 clusters
  Score: Raw -433476.054766 + Penalty 2651.238530 = -430824.816236
  nChanged 1
		SP:Iteration 55Q (202195.410000 sec): 3 clusters
  Score: Raw -433476.627988 + Penalty 2651.238530 = -430825.389458
  nChanged 2
		SP:Iteration 56Q (202195.470000 sec): 3 clusters
  Score: Raw -433477.168105 + Penalty 2651.238530 = -430825.929575
  nChanged 0
		SP:Iteration 57F (202195.530000 sec): 3 clusters
  Score: Raw -433477.168105 + Penalty 2651.238530 = -430825.929575
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 84 (2476 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (202195.590000 sec): 2 clusters
  Score: Raw -285203.309598 + Penalty 1269.839940 = -283933.469657
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (202195.650000 sec): 3 clusters
  Score: Raw -284096.940627 + Penalty 2539.679881 = -281557.260746
  nChanged 916
		SP:Iteration 1F (202195.690000 sec): 3 clusters
  Score: Raw -284759.712816 + Penalty 2539.679881 = -282220.032935
  nChanged 207
		SP:Iteration 2F (202195.740000 sec): 3 clusters
  Score: Raw -284921.278214 + Penalty 2539.679881 = -282381.598333
  nChanged 146
		SP:Iteration 3F (202195.790000 sec): 3 clusters
  Score: Raw -285042.626342 + Penalty 2539.679881 = -282502.946461
  nChanged 114
		SP:Iteration 4Q (202195.840000 sec): 3 clusters
  Score: Raw -285132.853998 + Penalty 2539.679881 = -282593.174117
  nChanged 93
		SP:Iteration 5Q (202195.880000 sec): 3 clusters
  Score: Raw -285208.557051 + Penalty 2539.679881 = -282668.877170
  nChanged 69
		SP:Iteration 6Q (202195.930000 sec): 3 clusters
  Score: Raw -285269.269201 + Penalty 2539.679881 = -282729.589320
  nChanged 81
		SP:Iteration 7Q (202195.980000 sec): 3 clusters
  Score: Raw -285326.720914 + Penalty 2539.679881 = -282787.041033
  nChanged 60
		SP:Iteration 8Q (202196.030000 sec): 3 clusters
  Score: Raw -285375.920423 + Penalty 2539.679881 = -282836.240542
  nChanged 57
		SP:Iteration 9Q (202196.070000 sec): 3 clusters
  Score: Raw -285423.754103 + Penalty 2539.679881 = -282884.074222
  nChanged 58
		SP:Iteration 10Q (202196.120000 sec): 3 clusters
  Score: Raw -285472.795051 + Penalty 2539.679881 = -282933.115170
  nChanged 63
		SP:Iteration 11Q (202196.170000 sec): 3 clusters
  Score: Raw -285519.201059 + Penalty 2539.679881 = -282979.521178
  nChanged 50
		SP:Iteration 12Q (202196.210000 sec): 3 clusters
  Score: Raw -285558.565813 + Penalty 2539.679881 = -283018.885932
  nChanged 49
		SP:Iteration 13Q (202196.260000 sec): 3 clusters
  Score: Raw -285588.594873 + Penalty 2539.679881 = -283048.914992
  nChanged 37
		SP:Iteration 14Q (202196.310000 sec): 3 clusters
  Score: Raw -285608.067827 + Penalty 2539.679881 = -283068.387946
  nChanged 31
		SP:Iteration 15Q (202196.350000 sec): 3 clusters
  Score: Raw -285628.731337 + Penalty 2539.679881 = -283089.051456
  nChanged 24
		SP:Iteration 16Q (202196.400000 sec): 3 clusters
  Score: Raw -285641.974978 + Penalty 2539.679881 = -283102.295097
  nChanged 20
		SP:Iteration 17Q (202196.450000 sec): 3 clusters
  Score: Raw -285656.552125 + Penalty 2539.679881 = -283116.872244
  nChanged 14
		SP:Iteration 18Q (202196.490000 sec): 3 clusters
  Score: Raw -285664.703711 + Penalty 2539.679881 = -283125.023830
  nChanged 8
		SP:Iteration 19Q (202196.540000 sec): 3 clusters
  Score: Raw -285669.275570 + Penalty 2539.679881 = -283129.595689
  nChanged 10
		SP:Iteration 20F (202196.590000 sec): 3 clusters
  Score: Raw -285674.148257 + Penalty 2539.679881 = -283134.468376
  nChanged 4
		SP:Iteration 21Q (202196.630000 sec): 3 clusters
  Score: Raw -285676.917283 + Penalty 2539.679881 = -283137.237402
  nChanged 8
		SP:Iteration 22Q (202196.680000 sec): 3 clusters
  Score: Raw -285682.569083 + Penalty 2539.679881 = -283142.889202
  nChanged 14
		SP:Iteration 23Q (202196.730000 sec): 3 clusters
  Score: Raw -285688.969345 + Penalty 2539.679881 = -283149.289464
  nChanged 14
		SP:Iteration 24Q (202196.770000 sec): 3 clusters
  Score: Raw -285696.842106 + Penalty 2539.679881 = -283157.162225
  nChanged 8
		SP:Iteration 25Q (202196.820000 sec): 3 clusters
  Score: Raw -285699.942444 + Penalty 2539.679881 = -283160.262563
  nChanged 5
		SP:Iteration 26Q (202196.860000 sec): 3 clusters
  Score: Raw -285701.613652 + Penalty 2539.679881 = -283161.933771
  nChanged 3
		SP:Iteration 27Q (202196.910000 sec): 3 clusters
  Score: Raw -285703.086939 + Penalty 2539.679881 = -283163.407058
  nChanged 4
		SP:Iteration 28Q (202196.950000 sec): 3 clusters
  Score: Raw -285704.551982 + Penalty 2539.679881 = -283164.872101
  nChanged 2
		SP:Iteration 29Q (202197.000000 sec): 3 clusters
  Score: Raw -285705.198207 + Penalty 2539.679881 = -283165.518326
  nChanged 1
		SP:Iteration 30Q (202197.050000 sec): 3 clusters
  Score: Raw -285705.875975 + Penalty 2539.679881 = -283166.196094
  nChanged 2
		SP:Iteration 31Q (202197.090000 sec): 3 clusters
  Score: Raw -285706.084399 + Penalty 2539.679881 = -283166.404518
  nChanged 1
		SP:Iteration 32Q (202197.140000 sec): 3 clusters
  Score: Raw -285706.409222 + Penalty 2539.679881 = -283166.729341
  nChanged 0
		SP:Iteration 33F (202197.190000 sec): 3 clusters
  Score: Raw -285706.409222 + Penalty 2539.679881 = -283166.729341
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 85 (3176 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (202197.260000 sec): 2 clusters
  Score: Raw -363992.792563 + Penalty 1310.298896 = -362682.493667
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (202197.320000 sec): 3 clusters
  Score: Raw -362516.240304 + Penalty 2620.597792 = -359895.642512
  nChanged 1206
		SP:Iteration 1F (202197.380000 sec): 3 clusters
  Score: Raw -363272.249156 + Penalty 2620.597792 = -360651.651363
  nChanged 279
		SP:Iteration 2F (202197.440000 sec): 3 clusters
  Score: Raw -363509.214591 + Penalty 2620.597792 = -360888.616799
  nChanged 206
		SP:Iteration 3F (202197.490000 sec): 3 clusters
  Score: Raw -363704.493710 + Penalty 2620.597792 = -361083.895918
  nChanged 206
		SP:Iteration 4F (202197.550000 sec): 3 clusters
  Score: Raw -363942.257392 + Penalty 2620.597792 = -361321.659600
  nChanged 211
		SP:Iteration 5F (202197.610000 sec): 3 clusters
  Score: Raw -364139.538847 + Penalty 2620.597792 = -361518.941055
  nChanged 184
		SP:Iteration 6F (202197.670000 sec): 3 clusters
  Score: Raw -364295.520905 + Penalty 2620.597792 = -361674.923113
  nChanged 157
		SP:Iteration 7Q (202197.730000 sec): 3 clusters
  Score: Raw -364438.885984 + Penalty 2620.597792 = -361818.288192
  nChanged 139
		SP:Iteration 8Q (202197.780000 sec): 3 clusters
  Score: Raw -364559.285188 + Penalty 2620.597792 = -361938.687396
  nChanged 112
		SP:Iteration 9Q (202197.840000 sec): 3 clusters
  Score: Raw -364645.524721 + Penalty 2620.597792 = -362024.926928
  nChanged 91
		SP:Iteration 10Q (202197.890000 sec): 3 clusters
  Score: Raw -364724.971464 + Penalty 2620.597792 = -362104.373672
  nChanged 73
		SP:Iteration 11Q (202197.950000 sec): 3 clusters
  Score: Raw -364792.160992 + Penalty 2620.597792 = -362171.563199
  nChanged 62
		SP:Iteration 12Q (202198.010000 sec): 3 clusters
  Score: Raw -364830.830846 + Penalty 2620.597792 = -362210.233054
  nChanged 40
		SP:Iteration 13Q (202198.070000 sec): 3 clusters
  Score: Raw -364850.465016 + Penalty 2620.597792 = -362229.867223
  nChanged 28
		SP:Iteration 14Q (202198.120000 sec): 3 clusters
  Score: Raw -364864.531014 + Penalty 2620.597792 = -362243.933222
  nChanged 19
		SP:Iteration 15Q (202198.180000 sec): 3 clusters
  Score: Raw -364875.395151 + Penalty 2620.597792 = -362254.797359
  nChanged 23
		SP:Iteration 16Q (202198.230000 sec): 3 clusters
  Score: Raw -364886.128774 + Penalty 2620.597792 = -362265.530982
  nChanged 25
		SP:Iteration 17Q (202198.290000 sec): 3 clusters
  Score: Raw -364900.475574 + Penalty 2620.597792 = -362279.877782
  nChanged 22
		SP:Iteration 18Q (202198.350000 sec): 3 clusters
  Score: Raw -364913.117253 + Penalty 2620.597792 = -362292.519461
  nChanged 24
		SP:Iteration 19Q (202198.400000 sec): 3 clusters
  Score: Raw -364931.042373 + Penalty 2620.597792 = -362310.444580
  nChanged 29
		SP:Iteration 20F (202198.460000 sec): 3 clusters
  Score: Raw -364944.568235 + Penalty 2620.597792 = -362323.970443
  nChanged 23
		SP:Iteration 21Q (202198.510000 sec): 3 clusters
  Score: Raw -364955.356886 + Penalty 2620.597792 = -362334.759094
  nChanged 17
		SP:Iteration 22Q (202198.570000 sec): 3 clusters
  Score: Raw -364962.926342 + Penalty 2620.597792 = -362342.328550
  nChanged 15
		SP:Iteration 23Q (202198.630000 sec): 3 clusters
  Score: Raw -364970.465866 + Penalty 2620.597792 = -362349.868074
  nChanged 9
		SP:Iteration 24Q (202198.680000 sec): 3 clusters
  Score: Raw -364972.156076 + Penalty 2620.597792 = -362351.558284
  nChanged 2
		SP:Iteration 25Q (202198.740000 sec): 3 clusters
  Score: Raw -364972.845993 + Penalty 2620.597792 = -362352.248201
  nChanged 5
		SP:Iteration 26Q (202198.790000 sec): 3 clusters
  Score: Raw -364975.102464 + Penalty 2620.597792 = -362354.504671
  nChanged 4
		SP:Iteration 27Q (202198.850000 sec): 3 clusters
  Score: Raw -364976.703981 + Penalty 2620.597792 = -362356.106189
  nChanged 7
		SP:Iteration 28Q (202198.910000 sec): 3 clusters
  Score: Raw -364978.555101 + Penalty 2620.597792 = -362357.957309
  nChanged 6
		SP:Iteration 29Q (202198.960000 sec): 3 clusters
  Score: Raw -364980.350807 + Penalty 2620.597792 = -362359.753015
  nChanged 5
		SP:Iteration 30Q (202199.020000 sec): 3 clusters
  Score: Raw -364981.350528 + Penalty 2620.597792 = -362360.752736
  nChanged 0
		SP:Iteration 31F (202199.080000 sec): 3 clusters
  Score: Raw -364981.350528 + Penalty 2620.597792 = -362360.752736
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 86 (1326 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (202199.140000 sec): 2 clusters
  Score: Raw -152411.552523 + Penalty 1168.362353 = -151243.190170
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (202199.160000 sec): 3 clusters
  Score: Raw -151944.499142 + Penalty 2336.724705 = -149607.774436
  nChanged 428
		SP:Iteration 1F (202199.190000 sec): 3 clusters
  Score: Raw -152291.971149 + Penalty 2336.724705 = -149955.246443
  nChanged 130
		SP:Iteration 2F (202199.210000 sec): 3 clusters
  Score: Raw -152446.079286 + Penalty 2336.724705 = -150109.354580
  nChanged 88
		SP:Iteration 3F (202199.240000 sec): 3 clusters
  Score: Raw -152557.805357 + Penalty 2336.724705 = -150221.080652
  nChanged 70
		SP:Iteration 4F (202199.260000 sec): 3 clusters
  Score: Raw -152638.740418 + Penalty 2336.724705 = -150302.015713
  nChanged 47
		SP:Iteration 5Q (202199.290000 sec): 3 clusters
  Score: Raw -152699.317340 + Penalty 2336.724705 = -150362.592634
  nChanged 44
		SP:Iteration 6Q (202199.310000 sec): 3 clusters
  Score: Raw -152752.055079 + Penalty 2336.724705 = -150415.330373
  nChanged 34
		SP:Iteration 7Q (202199.340000 sec): 3 clusters
  Score: Raw -152788.615236 + Penalty 2336.724705 = -150451.890530
  nChanged 28
		SP:Iteration 8Q (202199.360000 sec): 3 clusters
  Score: Raw -152812.574591 + Penalty 2336.724705 = -150475.849886
  nChanged 18
		SP:Iteration 9Q (202199.390000 sec): 3 clusters
  Score: Raw -152831.837103 + Penalty 2336.724705 = -150495.112397
  nChanged 12
		SP:Iteration 10Q (202199.410000 sec): 3 clusters
  Score: Raw -152847.204553 + Penalty 2336.724705 = -150510.479848
  nChanged 18
		SP:Iteration 11Q (202199.430000 sec): 3 clusters
  Score: Raw -152862.183786 + Penalty 2336.724705 = -150525.459080
  nChanged 13
		SP:Iteration 12Q (202199.460000 sec): 3 clusters
  Score: Raw -152879.448818 + Penalty 2336.724705 = -150542.724113
  nChanged 10
		SP:Iteration 13Q (202199.480000 sec): 3 clusters
  Score: Raw -152890.562607 + Penalty 2336.724705 = -150553.837901
  nChanged 8
		SP:Iteration 14Q (202199.510000 sec): 3 clusters
  Score: Raw -152898.121918 + Penalty 2336.724705 = -150561.397213
  nChanged 9
		SP:Iteration 15Q (202199.530000 sec): 3 clusters
  Score: Raw -152908.731590 + Penalty 2336.724705 = -150572.006884
  nChanged 5
		SP:Iteration 16Q (202199.560000 sec): 3 clusters
  Score: Raw -152913.752842 + Penalty 2336.724705 = -150577.028136
  nChanged 1
		SP:Iteration 17Q (202199.580000 sec): 3 clusters
  Score: Raw -152918.719452 + Penalty 2336.724705 = -150581.994746
  nChanged 1
		SP:Iteration 18Q (202199.610000 sec): 3 clusters
  Score: Raw -152919.288274 + Penalty 2336.724705 = -150582.563568
  nChanged 1
		SP:Iteration 19Q (202199.630000 sec): 3 clusters
  Score: Raw -152919.636497 + Penalty 2336.724705 = -150582.911791
  nChanged 0
		SP:Iteration 20F (202199.660000 sec): 3 clusters
  Score: Raw -152919.636497 + Penalty 2336.724705 = -150582.911791
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 87 (3213 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (202199.730000 sec): 2 clusters
  Score: Raw -390872.736665 + Penalty 1312.181058 = -389560.555607
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (202199.790000 sec): 3 clusters
  Score: Raw -389336.666743 + Penalty 2624.362117 = -386712.304626
  nChanged 1170
		SP:Iteration 1F (202199.850000 sec): 3 clusters
  Score: Raw -390016.230127 + Penalty 2624.362117 = -387391.868010
  nChanged 252
		SP:Iteration 2F (202199.900000 sec): 3 clusters
  Score: Raw -390174.127520 + Penalty 2624.362117 = -387549.765404
  nChanged 174
		SP:Iteration 3F (202199.960000 sec): 3 clusters
  Score: Raw -390285.201576 + Penalty 2624.362117 = -387660.839459
  nChanged 144
		SP:Iteration 4Q (202200.020000 sec): 3 clusters
  Score: Raw -390366.059952 + Penalty 2624.362117 = -387741.697835
  nChanged 108
		SP:Iteration 5Q (202200.080000 sec): 3 clusters
  Score: Raw -390421.377853 + Penalty 2624.362117 = -387797.015736
  nChanged 95
		SP:Iteration 6Q (202200.140000 sec): 3 clusters
  Score: Raw -390468.095699 + Penalty 2624.362117 = -387843.733582
  nChanged 91
		SP:Iteration 7Q (202200.190000 sec): 3 clusters
  Score: Raw -390513.664085 + Penalty 2624.362117 = -387889.301968
  nChanged 88
		SP:Iteration 8Q (202200.250000 sec): 3 clusters
  Score: Raw -390561.069303 + Penalty 2624.362117 = -387936.707186
  nChanged 80
		SP:Iteration 9Q (202200.310000 sec): 3 clusters
  Score: Raw -390598.947197 + Penalty 2624.362117 = -387974.585080
  nChanged 63
		SP:Iteration 10Q (202200.370000 sec): 3 clusters
  Score: Raw -390631.499509 + Penalty 2624.362117 = -388007.137393
  nChanged 65
		SP:Iteration 11Q (202200.430000 sec): 3 clusters
  Score: Raw -390664.483958 + Penalty 2624.362117 = -388040.121841
  nChanged 61
		SP:Iteration 12Q (202200.490000 sec): 3 clusters
  Score: Raw -390696.099087 + Penalty 2624.362117 = -388071.736971
  nChanged 59
		SP:Iteration 13Q (202200.540000 sec): 3 clusters
  Score: Raw -390726.324634 + Penalty 2624.362117 = -388101.962518
  nChanged 52
		SP:Iteration 14Q (202200.600000 sec): 3 clusters
  Score: Raw -390747.080506 + Penalty 2624.362117 = -388122.718389
  nChanged 45
		SP:Iteration 15Q (202200.660000 sec): 3 clusters
  Score: Raw -390763.389367 + Penalty 2624.362117 = -388139.027250
  nChanged 26
		SP:Iteration 16Q (202200.720000 sec): 3 clusters
  Score: Raw -390771.813092 + Penalty 2624.362117 = -388147.450975
  nChanged 22
		SP:Iteration 17Q (202200.770000 sec): 3 clusters
  Score: Raw -390779.340136 + Penalty 2624.362117 = -388154.978020
  nChanged 17
		SP:Iteration 18Q (202200.830000 sec): 3 clusters
  Score: Raw -390786.216182 + Penalty 2624.362117 = -388161.854065
  nChanged 17
		SP:Iteration 19Q (202200.900000 sec): 3 clusters
  Score: Raw -390793.374891 + Penalty 2624.362117 = -388169.012774
  nChanged 20
		SP:Iteration 20F (202200.960000 sec): 3 clusters
  Score: Raw -390803.127310 + Penalty 2624.362117 = -388178.765194
  nChanged 16
		SP:Iteration 21Q (202201.020000 sec): 3 clusters
  Score: Raw -390808.630205 + Penalty 2624.362117 = -388184.268088
  nChanged 16
		SP:Iteration 22Q (202201.070000 sec): 3 clusters
  Score: Raw -390812.892231 + Penalty 2624.362117 = -388188.530114
  nChanged 10
		SP:Iteration 23Q (202201.130000 sec): 3 clusters
  Score: Raw -390815.520511 + Penalty 2624.362117 = -388191.158395
  nChanged 11
		SP:Iteration 24Q (202201.190000 sec): 3 clusters
  Score: Raw -390820.284527 + Penalty 2624.362117 = -388195.922410
  nChanged 11
		SP:Iteration 25Q (202201.250000 sec): 3 clusters
  Score: Raw -390824.494357 + Penalty 2624.362117 = -388200.132240
  nChanged 5
		SP:Iteration 26Q (202201.310000 sec): 3 clusters
  Score: Raw -390826.434379 + Penalty 2624.362117 = -388202.072263
  nChanged 4
		SP:Iteration 27Q (202201.360000 sec): 3 clusters
  Score: Raw -390827.924053 + Penalty 2624.362117 = -388203.561937
  nChanged 1
		SP:Iteration 28Q (202201.420000 sec): 3 clusters
  Score: Raw -390828.137563 + Penalty 2624.362117 = -388203.775446
  nChanged 2
		SP:Iteration 29Q (202201.480000 sec): 3 clusters
  Score: Raw -390828.904103 + Penalty 2624.362117 = -388204.541986
  nChanged 4
		SP:Iteration 30Q (202201.540000 sec): 3 clusters
  Score: Raw -390829.819305 + Penalty 2624.362117 = -388205.457188
  nChanged 5
		SP:Iteration 31Q (202201.600000 sec): 3 clusters
  Score: Raw -390830.948644 + Penalty 2624.362117 = -388206.586527
  nChanged 4
		SP:Iteration 32Q (202201.660000 sec): 3 clusters
  Score: Raw -390831.626064 + Penalty 2624.362117 = -388207.263947
  nChanged 2
		SP:Iteration 33Q (202201.720000 sec): 3 clusters
  Score: Raw -390831.791701 + Penalty 2624.362117 = -388207.429585
  nChanged 0
		SP:Iteration 34F (202201.770000 sec): 3 clusters
  Score: Raw -390831.791701 + Penalty 2624.362117 = -388207.429585
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 88 (7201 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (202201.870000 sec): 2 clusters
  Score: Raw -849622.308002 + Penalty 1443.320967 = -848178.987035
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (202202.000000 sec): 3 clusters
  Score: Raw -845692.363684 + Penalty 2886.641935 = -842805.721749
  nChanged 3061
		SP:Iteration 1F (202202.110000 sec): 3 clusters
  Score: Raw -847591.861285 + Penalty 2886.641935 = -844705.219350
  nChanged 651
		SP:Iteration 2F (202202.210000 sec): 3 clusters
  Score: Raw -848162.541010 + Penalty 2886.641935 = -845275.899075
  nChanged 570
		SP:Iteration 3F (202202.320000 sec): 3 clusters
  Score: Raw -848663.376397 + Penalty 2886.641935 = -845776.734462
  nChanged 528
		SP:Iteration 4F (202202.430000 sec): 3 clusters
  Score: Raw -849076.115367 + Penalty 2886.641935 = -846189.473432
  nChanged 421
		SP:Iteration 5F (202202.540000 sec): 3 clusters
  Score: Raw -849353.710263 + Penalty 2886.641935 = -846467.068328
  nChanged 327
		SP:Iteration 6Q (202202.640000 sec): 3 clusters
  Score: Raw -849541.331220 + Penalty 2886.641935 = -846654.689285
  nChanged 237
		SP:Iteration 7Q (202202.750000 sec): 3 clusters
  Score: Raw -849651.087334 + Penalty 2886.641935 = -846764.445399
  nChanged 163
		SP:Iteration 8Q (202202.860000 sec): 3 clusters
  Score: Raw -849710.861769 + Penalty 2886.641935 = -846824.219834
  nChanged 128
		SP:Iteration 9Q (202202.960000 sec): 3 clusters
  Score: Raw -849750.388665 + Penalty 2886.641935 = -846863.746730
  nChanged 83
		SP:Iteration 10Q (202203.080000 sec): 3 clusters
  Score: Raw -849773.998153 + Penalty 2886.641935 = -846887.356218
  nChanged 72
		SP:Iteration 11Q (202203.200000 sec): 3 clusters
  Score: Raw -849795.773536 + Penalty 2886.641935 = -846909.131601
  nChanged 63
		SP:Iteration 12Q (202203.320000 sec): 3 clusters
  Score: Raw -849814.849786 + Penalty 2886.641935 = -846928.207851
  nChanged 53
		SP:Iteration 13Q (202203.440000 sec): 3 clusters
  Score: Raw -849827.753321 + Penalty 2886.641935 = -846941.111386
  nChanged 45
		SP:Iteration 14Q (202203.560000 sec): 3 clusters
  Score: Raw -849839.340205 + Penalty 2886.641935 = -846952.698270
  nChanged 33
		SP:Iteration 15Q (202203.680000 sec): 3 clusters
  Score: Raw -849846.874550 + Penalty 2886.641935 = -846960.232615
  nChanged 33
		SP:Iteration 16Q (202203.800000 sec): 3 clusters
  Score: Raw -849856.120481 + Penalty 2886.641935 = -846969.478546
  nChanged 41
		SP:Iteration 17Q (202203.920000 sec): 3 clusters
  Score: Raw -849867.871960 + Penalty 2886.641935 = -846981.230026
  nChanged 37
		SP:Iteration 18Q (202204.040000 sec): 3 clusters
  Score: Raw -849876.940043 + Penalty 2886.641935 = -846990.298108
  nChanged 32
		SP:Iteration 19Q (202204.170000 sec): 3 clusters
  Score: Raw -849888.750541 + Penalty 2886.641935 = -847002.108606
  nChanged 46
		SP:Iteration 20F (202204.290000 sec): 3 clusters
  Score: Raw -849909.608815 + Penalty 2886.641935 = -847022.966880
  nChanged 63
		SP:Iteration 21Q (202204.410000 sec): 3 clusters
  Score: Raw -849934.828038 + Penalty 2886.641935 = -847048.186103
  nChanged 66
		SP:Iteration 22Q (202204.530000 sec): 3 clusters
  Score: Raw -849960.373058 + Penalty 2886.641935 = -847073.731123
  nChanged 67
		SP:Iteration 23Q (202204.650000 sec): 3 clusters
  Score: Raw -849988.768040 + Penalty 2886.641935 = -847102.126105
  nChanged 51
		SP:Iteration 24Q (202204.770000 sec): 3 clusters
  Score: Raw -850011.809489 + Penalty 2886.641935 = -847125.167554
  nChanged 53
		SP:Iteration 25Q (202204.890000 sec): 3 clusters
  Score: Raw -850034.466976 + Penalty 2886.641935 = -847147.825041
  nChanged 58
		SP:Iteration 26Q (202205.010000 sec): 3 clusters
  Score: Raw -850057.468044 + Penalty 2886.641935 = -847170.826109
  nChanged 54
		SP:Iteration 27Q (202205.120000 sec): 3 clusters
  Score: Raw -850078.950666 + Penalty 2886.641935 = -847192.308731
  nChanged 49
		SP:Iteration 28Q (202205.240000 sec): 3 clusters
  Score: Raw -850093.152061 + Penalty 2886.641935 = -847206.510126
  nChanged 34
		SP:Iteration 29Q (202205.360000 sec): 3 clusters
  Score: Raw -850103.008504 + Penalty 2886.641935 = -847216.366570
  nChanged 33
		SP:Iteration 30Q (202205.480000 sec): 3 clusters
  Score: Raw -850112.327494 + Penalty 2886.641935 = -847225.685559
  nChanged 32
		SP:Iteration 31Q (202205.600000 sec): 3 clusters
  Score: Raw -850120.242895 + Penalty 2886.641935 = -847233.600961
  nChanged 30
		SP:Iteration 32Q (202205.720000 sec): 3 clusters
  Score: Raw -850129.405951 + Penalty 2886.641935 = -847242.764016
  nChanged 29
		SP:Iteration 33Q (202205.840000 sec): 3 clusters
  Score: Raw -850138.500908 + Penalty 2886.641935 = -847251.858973
  nChanged 20
		SP:Iteration 34Q (202205.950000 sec): 3 clusters
  Score: Raw -850145.677893 + Penalty 2886.641935 = -847259.035959
  nChanged 23
		SP:Iteration 35Q (202206.070000 sec): 3 clusters
  Score: Raw -850151.807558 + Penalty 2886.641935 = -847265.165623
  nChanged 22
		SP:Iteration 36Q (202206.190000 sec): 3 clusters
  Score: Raw -850158.263536 + Penalty 2886.641935 = -847271.621601
  nChanged 15
		SP:Iteration 37Q (202206.310000 sec): 3 clusters
  Score: Raw -850162.550755 + Penalty 2886.641935 = -847275.908820
  nChanged 9
		SP:Iteration 38Q (202206.420000 sec): 3 clusters
  Score: Raw -850164.977194 + Penalty 2886.641935 = -847278.335259
  nChanged 6
		SP:Iteration 39Q (202206.540000 sec): 3 clusters
  Score: Raw -850166.493377 + Penalty 2886.641935 = -847279.851442
  nChanged 5
		SP:Iteration 40F (202206.660000 sec): 3 clusters
  Score: Raw -850167.394000 + Penalty 2886.641935 = -847280.752065
  nChanged 7
		SP:Iteration 41Q (202206.780000 sec): 3 clusters
  Score: Raw -850168.635205 + Penalty 2886.641935 = -847281.993270
  nChanged 9
		SP:Iteration 42Q (202206.900000 sec): 3 clusters
  Score: Raw -850170.493767 + Penalty 2886.641935 = -847283.851832
  nChanged 6
		SP:Iteration 43Q (202207.020000 sec): 3 clusters
  Score: Raw -850171.498151 + Penalty 2886.641935 = -847284.856217
  nChanged 4
		SP:Iteration 44Q (202207.130000 sec): 3 clusters
  Score: Raw -850171.902188 + Penalty 2886.641935 = -847285.260253
  nChanged 1
		SP:Iteration 45Q (202207.250000 sec): 3 clusters
  Score: Raw -850171.915699 + Penalty 2886.641935 = -847285.273764
  nChanged 0
		SP:Iteration 46F (202207.370000 sec): 3 clusters
  Score: Raw -850171.915699 + Penalty 2886.641935 = -847285.273764
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 89 (4921 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (202207.460000 sec): 2 clusters
  Score: Raw -565981.982521 + Penalty 1381.455894 = -564600.526627
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (202207.560000 sec): 3 clusters
  Score: Raw -563432.160611 + Penalty 2762.911788 = -560669.248823
  nChanged 1974
		SP:Iteration 1F (202207.660000 sec): 3 clusters
  Score: Raw -564566.196250 + Penalty 2762.911788 = -561803.284462
  nChanged 373
		SP:Iteration 2F (202207.740000 sec): 3 clusters
  Score: Raw -564830.746443 + Penalty 2762.911788 = -562067.834655
  nChanged 320
		SP:Iteration 3F (202207.830000 sec): 3 clusters
  Score: Raw -565029.941864 + Penalty 2762.911788 = -562267.030075
  nChanged 260
		SP:Iteration 4F (202207.920000 sec): 3 clusters
  Score: Raw -565196.847038 + Penalty 2762.911788 = -562433.935249
  nChanged 249
		SP:Iteration 5F (202208.010000 sec): 3 clusters
  Score: Raw -565362.726576 + Penalty 2762.911788 = -562599.814788
  nChanged 216
		SP:Iteration 6Q (202208.100000 sec): 3 clusters
  Score: Raw -565503.316639 + Penalty 2762.911788 = -562740.404851
  nChanged 165
		SP:Iteration 7Q (202208.180000 sec): 3 clusters
  Score: Raw -565602.638652 + Penalty 2762.911788 = -562839.726864
  nChanged 152
		SP:Iteration 8Q (202208.270000 sec): 3 clusters
  Score: Raw -565691.081061 + Penalty 2762.911788 = -562928.169273
  nChanged 140
		SP:Iteration 9Q (202208.360000 sec): 3 clusters
  Score: Raw -565766.881333 + Penalty 2762.911788 = -563003.969545
  nChanged 119
		SP:Iteration 10Q (202208.440000 sec): 3 clusters
  Score: Raw -565841.516193 + Penalty 2762.911788 = -563078.604404
  nChanged 119
		SP:Iteration 11Q (202208.530000 sec): 3 clusters
  Score: Raw -565913.495681 + Penalty 2762.911788 = -563150.583893
  nChanged 99
		SP:Iteration 12Q (202208.620000 sec): 3 clusters
  Score: Raw -565983.342792 + Penalty 2762.911788 = -563220.431003
  nChanged 109
		SP:Iteration 13Q (202208.700000 sec): 3 clusters
  Score: Raw -566074.456594 + Penalty 2762.911788 = -563311.544806
  nChanged 107
		SP:Iteration 14Q (202208.790000 sec): 3 clusters
  Score: Raw -566160.209510 + Penalty 2762.911788 = -563397.297722
  nChanged 107
		SP:Iteration 15Q (202208.870000 sec): 3 clusters
  Score: Raw -566250.642729 + Penalty 2762.911788 = -563487.730941
  nChanged 106
		SP:Iteration 16Q (202208.960000 sec): 3 clusters
  Score: Raw -566345.226887 + Penalty 2762.911788 = -563582.315099
  nChanged 96
		SP:Iteration 17Q (202209.040000 sec): 3 clusters
  Score: Raw -566419.895812 + Penalty 2762.911788 = -563656.984024
  nChanged 80
		SP:Iteration 18Q (202209.130000 sec): 3 clusters
  Score: Raw -566482.204618 + Penalty 2762.911788 = -563719.292830
  nChanged 68
		SP:Iteration 19Q (202209.210000 sec): 3 clusters
  Score: Raw -566526.604159 + Penalty 2762.911788 = -563763.692371
  nChanged 46
		SP:Iteration 20F (202209.300000 sec): 3 clusters
  Score: Raw -566562.640621 + Penalty 2762.911788 = -563799.728832
  nChanged 44
		SP:Iteration 21Q (202209.380000 sec): 3 clusters
  Score: Raw -566594.669889 + Penalty 2762.911788 = -563831.758101
  nChanged 36
		SP:Iteration 22Q (202209.470000 sec): 3 clusters
  Score: Raw -566626.149820 + Penalty 2762.911788 = -563863.238031
  nChanged 36
		SP:Iteration 23Q (202209.550000 sec): 3 clusters
  Score: Raw -566653.733448 + Penalty 2762.911788 = -563890.821660
  nChanged 25
		SP:Iteration 24Q (202209.630000 sec): 3 clusters
  Score: Raw -566666.497470 + Penalty 2762.911788 = -563903.585682
  nChanged 15
		SP:Iteration 25Q (202209.720000 sec): 3 clusters
  Score: Raw -566674.032735 + Penalty 2762.911788 = -563911.120947
  nChanged 18
		SP:Iteration 26Q (202209.800000 sec): 3 clusters
  Score: Raw -566683.590578 + Penalty 2762.911788 = -563920.678790
  nChanged 12
		SP:Iteration 27Q (202209.880000 sec): 3 clusters
  Score: Raw -566687.942319 + Penalty 2762.911788 = -563925.030531
  nChanged 10
		SP:Iteration 28Q (202209.970000 sec): 3 clusters
  Score: Raw -566692.072932 + Penalty 2762.911788 = -563929.161143
  nChanged 7
		SP:Iteration 29Q (202210.050000 sec): 3 clusters
  Score: Raw -566694.332396 + Penalty 2762.911788 = -563931.420608
  nChanged 7
		SP:Iteration 30Q (202210.140000 sec): 3 clusters
  Score: Raw -566697.377403 + Penalty 2762.911788 = -563934.465615
  nChanged 3
		SP:Iteration 31Q (202210.220000 sec): 3 clusters
  Score: Raw -566700.250402 + Penalty 2762.911788 = -563937.338614
  nChanged 3
		SP:Iteration 32Q (202210.300000 sec): 3 clusters
  Score: Raw -566701.209555 + Penalty 2762.911788 = -563938.297767
  nChanged 2
		SP:Iteration 33Q (202210.390000 sec): 3 clusters
  Score: Raw -566701.573145 + Penalty 2762.911788 = -563938.661357
  nChanged 2
		SP:Iteration 34Q (202210.470000 sec): 3 clusters
  Score: Raw -566702.188318 + Penalty 2762.911788 = -563939.276530
  nChanged 1
		SP:Iteration 35Q (202210.560000 sec): 3 clusters
  Score: Raw -566702.417040 + Penalty 2762.911788 = -563939.505252
  nChanged 1
		SP:Iteration 36Q (202210.640000 sec): 3 clusters
  Score: Raw -566702.746952 + Penalty 2762.911788 = -563939.835164
  nChanged 0
		SP:Iteration 37F (202210.730000 sec): 3 clusters
  Score: Raw -566702.746952 + Penalty 2762.911788 = -563939.835164
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 90 (2275 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (202210.790000 sec): 2 clusters
  Score: Raw -238532.468978 + Penalty 1256.081991 = -237276.386986
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (202210.840000 sec): 3 clusters
  Score: Raw -237513.166767 + Penalty 2512.163983 = -235001.002785
  nChanged 827
		SP:Iteration 1F (202210.880000 sec): 3 clusters
  Score: Raw -238039.106488 + Penalty 2512.163983 = -235526.942505
  nChanged 207
		SP:Iteration 2F (202210.920000 sec): 3 clusters
  Score: Raw -238214.167260 + Penalty 2512.163983 = -235702.003277
  nChanged 129
		SP:Iteration 3F (202210.970000 sec): 3 clusters
  Score: Raw -238316.874898 + Penalty 2512.163983 = -235804.710915
  nChanged 97
		SP:Iteration 4Q (202211.010000 sec): 3 clusters
  Score: Raw -238399.118088 + Penalty 2512.163983 = -235886.954106
  nChanged 76
		SP:Iteration 5Q (202211.060000 sec): 3 clusters
  Score: Raw -238460.177115 + Penalty 2512.163983 = -235948.013132
  nChanged 84
		SP:Iteration 6Q (202211.100000 sec): 3 clusters
  Score: Raw -238534.105902 + Penalty 2512.163983 = -236021.941919
  nChanged 64
		SP:Iteration 7Q (202211.140000 sec): 3 clusters
  Score: Raw -238582.276296 + Penalty 2512.163983 = -236070.112313
  nChanged 56
		SP:Iteration 8Q (202211.190000 sec): 3 clusters
  Score: Raw -238622.364123 + Penalty 2512.163983 = -236110.200141
  nChanged 53
		SP:Iteration 9Q (202211.230000 sec): 3 clusters
  Score: Raw -238664.565696 + Penalty 2512.163983 = -236152.401713
  nChanged 54
		SP:Iteration 10Q (202211.280000 sec): 3 clusters
  Score: Raw -238713.042600 + Penalty 2512.163983 = -236200.878617
  nChanged 58
		SP:Iteration 11Q (202211.320000 sec): 3 clusters
  Score: Raw -238750.134368 + Penalty 2512.163983 = -236237.970385
  nChanged 56
		SP:Iteration 12Q (202211.360000 sec): 3 clusters
  Score: Raw -238784.320676 + Penalty 2512.163983 = -236272.156694
  nChanged 41
		SP:Iteration 13Q (202211.400000 sec): 3 clusters
  Score: Raw -238810.232391 + Penalty 2512.163983 = -236298.068409
  nChanged 26
		SP:Iteration 14Q (202211.450000 sec): 3 clusters
  Score: Raw -238823.762730 + Penalty 2512.163983 = -236311.598747
  nChanged 25
		SP:Iteration 15Q (202211.490000 sec): 3 clusters
  Score: Raw -238840.173001 + Penalty 2512.163983 = -236328.009018
  nChanged 21
		SP:Iteration 16Q (202211.540000 sec): 3 clusters
  Score: Raw -238853.856322 + Penalty 2512.163983 = -236341.692339
  nChanged 20
		SP:Iteration 17Q (202211.580000 sec): 3 clusters
  Score: Raw -238864.948369 + Penalty 2512.163983 = -236352.784387
  nChanged 14
		SP:Iteration 18Q (202211.620000 sec): 3 clusters
  Score: Raw -238874.340433 + Penalty 2512.163983 = -236362.176450
  nChanged 18
		SP:Iteration 19Q (202211.660000 sec): 3 clusters
  Score: Raw -238881.470503 + Penalty 2512.163983 = -236369.306520
  nChanged 10
		SP:Iteration 20F (202211.710000 sec): 3 clusters
  Score: Raw -238885.807267 + Penalty 2512.163983 = -236373.643284
  nChanged 9
		SP:Iteration 21Q (202211.750000 sec): 3 clusters
  Score: Raw -238890.391459 + Penalty 2512.163983 = -236378.227476
  nChanged 9
		SP:Iteration 22Q (202211.800000 sec): 3 clusters
  Score: Raw -238893.771576 + Penalty 2512.163983 = -236381.607593
  nChanged 5
		SP:Iteration 23Q (202211.840000 sec): 3 clusters
  Score: Raw -238896.597096 + Penalty 2512.163983 = -236384.433113
  nChanged 8
		SP:Iteration 24Q (202211.880000 sec): 3 clusters
  Score: Raw -238899.722728 + Penalty 2512.163983 = -236387.558745
  nChanged 3
		SP:Iteration 25Q (202211.920000 sec): 3 clusters
  Score: Raw -238900.676284 + Penalty 2512.163983 = -236388.512301
  nChanged 1
		SP:Iteration 26Q (202211.970000 sec): 3 clusters
  Score: Raw -238902.485035 + Penalty 2512.163983 = -236390.321052
  nChanged 3
		SP:Iteration 27Q (202212.010000 sec): 3 clusters
  Score: Raw -238904.355392 + Penalty 2512.163983 = -236392.191410
  nChanged 2
		SP:Iteration 28Q (202212.060000 sec): 3 clusters
  Score: Raw -238905.041899 + Penalty 2512.163983 = -236392.877916
  nChanged 2
		SP:Iteration 29Q (202212.100000 sec): 3 clusters
  Score: Raw -238906.011159 + Penalty 2512.163983 = -236393.847176
  nChanged 2
		SP:Iteration 30Q (202212.140000 sec): 3 clusters
  Score: Raw -238907.174863 + Penalty 2512.163983 = -236395.010880
  nChanged 3
		SP:Iteration 31Q (202212.180000 sec): 3 clusters
  Score: Raw -238911.215077 + Penalty 2512.163983 = -236399.051094
  nChanged 4
		SP:Iteration 32Q (202212.230000 sec): 3 clusters
  Score: Raw -238915.397868 + Penalty 2512.163983 = -236403.233886
  nChanged 3
		SP:Iteration 33Q (202212.270000 sec): 3 clusters
  Score: Raw -238916.184417 + Penalty 2512.163983 = -236404.020434
  nChanged 1
		SP:Iteration 34Q (202212.310000 sec): 3 clusters
  Score: Raw -238916.410841 + Penalty 2512.163983 = -236404.246858
  nChanged 1
		SP:Iteration 35Q (202212.360000 sec): 3 clusters
  Score: Raw -238916.523275 + Penalty 2512.163983 = -236404.359292
  nChanged 0
		SP:Iteration 36F (202212.400000 sec): 3 clusters
  Score: Raw -238916.523275 + Penalty 2512.163983 = -236404.359292
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 91 (648 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (202212.450000 sec): 2 clusters
  Score: Raw -74846.469662 + Penalty 1052.007238 = -73794.462424
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (202212.460000 sec): 3 clusters
  Score: Raw -74700.185895 + Penalty 2104.014476 = -72596.171419
  nChanged 170
		SP:Iteration 1F (202212.470000 sec): 3 clusters
  Score: Raw -74912.384438 + Penalty 2104.014476 = -72808.369962
  nChanged 37
		SP:Iteration 2F (202212.490000 sec): 3 clusters
  Score: Raw -74984.702816 + Penalty 2104.014476 = -72880.688339
  nChanged 32
		SP:Iteration 3Q (202212.500000 sec): 3 clusters
  Score: Raw -75059.581822 + Penalty 2104.014476 = -72955.567346
  nChanged 29
		SP:Iteration 4Q (202212.510000 sec): 3 clusters
  Score: Raw -75140.950928 + Penalty 2104.014476 = -73036.936452
  nChanged 34
		SP:Iteration 5F (202212.520000 sec): 3 clusters
  Score: Raw -75305.145220 + Penalty 2104.014476 = -73201.130744
  nChanged 29
		SP:Iteration 6Q (202212.540000 sec): 3 clusters
  Score: Raw -75595.306421 + Penalty 2104.014476 = -73491.291944
  nChanged 42
		SP:Iteration 7F (202212.550000 sec): 3 clusters
  Score: Raw -75778.904238 + Penalty 2104.014476 = -73674.889762
  nChanged 36
		SP:Iteration 8F (202212.560000 sec): 3 clusters
  Score: Raw -75867.996054 + Penalty 2104.014476 = -73763.981578
  nChanged 23
		SP:Iteration 9Q (202212.580000 sec): 3 clusters
  Score: Raw -75935.457916 + Penalty 2104.014476 = -73831.443439
  nChanged 13
		SP:Iteration 10Q (202212.590000 sec): 3 clusters
  Score: Raw -75999.514604 + Penalty 2104.014476 = -73895.500128
  nChanged 10
		SP:Iteration 11Q (202212.600000 sec): 3 clusters
  Score: Raw -76053.922187 + Penalty 2104.014476 = -73949.907710
  nChanged 8
		SP:Iteration 12Q (202212.610000 sec): 3 clusters
  Score: Raw -76079.613545 + Penalty 2104.014476 = -73975.599068
  nChanged 5
		SP:Iteration 13Q (202212.620000 sec): 3 clusters
  Score: Raw -76091.837417 + Penalty 2104.014476 = -73987.822940
  nChanged 2
		SP:Iteration 14Q (202212.640000 sec): 3 clusters
  Score: Raw -76097.192527 + Penalty 2104.014476 = -73993.178050
  nChanged 2
		SP:Iteration 15Q (202212.650000 sec): 3 clusters
  Score: Raw -76107.415723 + Penalty 2104.014476 = -74003.401247
  nChanged 1
		SP:Iteration 16Q (202212.660000 sec): 3 clusters
  Score: Raw -76108.234311 + Penalty 2104.014476 = -74004.219835
  nChanged 1
		SP:Iteration 17Q (202212.680000 sec): 3 clusters
  Score: Raw -76109.450133 + Penalty 2104.014476 = -74005.435656
  nChanged 2
		SP:Iteration 18Q (202212.690000 sec): 3 clusters
  Score: Raw -76114.235623 + Penalty 2104.014476 = -74010.221146
  nChanged 0
		SP:Iteration 19F (202212.700000 sec): 3 clusters
  Score: Raw -76114.235623 + Penalty 2104.014476 = -74010.221146
  nChanged 0
  Score: Raw -119172976.829028 + Penalty 281295.855392 = -118891680.973636

Splitting cluster 91 changes total score from -118881632.578759 to -118891680.973636

 So it's getting split into cluster 125.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 92 (7607 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (202592.010000 sec): 2 clusters
  Score: Raw -870618.886182 + Penalty 1452.233925 = -869166.652257
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (202592.140000 sec): 3 clusters
  Score: Raw -866378.773983 + Penalty 2904.467850 = -863474.306133
  nChanged 3296
		SP:Iteration 1F (202592.250000 sec): 3 clusters
  Score: Raw -868387.479925 + Penalty 2904.467850 = -865483.012074
  nChanged 583
		SP:Iteration 2F (202592.370000 sec): 3 clusters
  Score: Raw -868727.638545 + Penalty 2904.467850 = -865823.170695
  nChanged 482
		SP:Iteration 3F (202592.490000 sec): 3 clusters
  Score: Raw -868996.271499 + Penalty 2904.467850 = -866091.803648
  nChanged 406
		SP:Iteration 4F (202592.620000 sec): 3 clusters
  Score: Raw -869211.009294 + Penalty 2904.467850 = -866306.541444
  nChanged 338
		SP:Iteration 5Q (202592.740000 sec): 3 clusters
  Score: Raw -869398.421476 + Penalty 2904.467850 = -866493.953626
  nChanged 313
		SP:Iteration 6Q (202592.870000 sec): 3 clusters
  Score: Raw -869578.410616 + Penalty 2904.467850 = -866673.942766
  nChanged 312
		SP:Iteration 7Q (202592.990000 sec): 3 clusters
  Score: Raw -869770.653352 + Penalty 2904.467850 = -866866.185502
  nChanged 303
		SP:Iteration 8Q (202593.120000 sec): 3 clusters
  Score: Raw -869971.792495 + Penalty 2904.467850 = -867067.324645
  nChanged 266
		SP:Iteration 9Q (202593.240000 sec): 3 clusters
  Score: Raw -870157.944475 + Penalty 2904.467850 = -867253.476625
  nChanged 223
		SP:Iteration 10Q (202593.370000 sec): 3 clusters
  Score: Raw -870315.023414 + Penalty 2904.467850 = -867410.555563
  nChanged 187
		SP:Iteration 11Q (202593.490000 sec): 3 clusters
  Score: Raw -870445.972962 + Penalty 2904.467850 = -867541.505111
  nChanged 155
		SP:Iteration 12Q (202593.610000 sec): 3 clusters
  Score: Raw -870562.146672 + Penalty 2904.467850 = -867657.678822
  nChanged 146
		SP:Iteration 13Q (202593.730000 sec): 3 clusters
  Score: Raw -870682.220952 + Penalty 2904.467850 = -867777.753101
  nChanged 81
		SP:Iteration 14Q (202593.850000 sec): 3 clusters
  Score: Raw -870751.645464 + Penalty 2904.467850 = -867847.177614
  nChanged 74
		SP:Iteration 15Q (202593.970000 sec): 3 clusters
  Score: Raw -870808.890749 + Penalty 2904.467850 = -867904.422898
  nChanged 46
		SP:Iteration 16Q (202594.090000 sec): 3 clusters
  Score: Raw -870840.787523 + Penalty 2904.467850 = -867936.319673
  nChanged 38
		SP:Iteration 17Q (202594.210000 sec): 3 clusters
  Score: Raw -870866.107807 + Penalty 2904.467850 = -867961.639956
  nChanged 28
		SP:Iteration 18Q (202594.330000 sec): 3 clusters
  Score: Raw -870886.076516 + Penalty 2904.467850 = -867981.608665
  nChanged 22
		SP:Iteration 19Q (202594.450000 sec): 3 clusters
  Score: Raw -870897.976616 + Penalty 2904.467850 = -867993.508766
  nChanged 11
		SP:Iteration 20F (202594.570000 sec): 3 clusters
  Score: Raw -870904.172813 + Penalty 2904.467850 = -867999.704963
  nChanged 7
		SP:Iteration 21Q (202594.690000 sec): 3 clusters
  Score: Raw -870909.586588 + Penalty 2904.467850 = -868005.118738
  nChanged 12
		SP:Iteration 22Q (202594.810000 sec): 3 clusters
  Score: Raw -870918.742106 + Penalty 2904.467850 = -868014.274256
  nChanged 8
		SP:Iteration 23Q (202594.930000 sec): 3 clusters
  Score: Raw -870923.397722 + Penalty 2904.467850 = -868018.929871
  nChanged 6
		SP:Iteration 24Q (202595.040000 sec): 3 clusters
  Score: Raw -870927.638983 + Penalty 2904.467850 = -868023.171132
  nChanged 6
		SP:Iteration 25Q (202595.160000 sec): 3 clusters
  Score: Raw -870931.936114 + Penalty 2904.467850 = -868027.468263
  nChanged 3
		SP:Iteration 26Q (202595.280000 sec): 3 clusters
  Score: Raw -870933.214575 + Penalty 2904.467850 = -868028.746724
  nChanged 3
		SP:Iteration 27Q (202595.390000 sec): 3 clusters
  Score: Raw -870935.465204 + Penalty 2904.467850 = -868030.997354
  nChanged 3
		SP:Iteration 28Q (202595.510000 sec): 3 clusters
  Score: Raw -870936.276283 + Penalty 2904.467850 = -868031.808432
  nChanged 3
		SP:Iteration 29Q (202595.630000 sec): 3 clusters
  Score: Raw -870936.917266 + Penalty 2904.467850 = -868032.449416
  nChanged 0
		SP:Iteration 30F (202595.750000 sec): 3 clusters
  Score: Raw -870936.917266 + Penalty 2904.467850 = -868032.449416
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 93 (2844 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (202595.830000 sec): 2 clusters
  Score: Raw -329388.211620 + Penalty 1292.357104 = -328095.854517
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (202595.880000 sec): 3 clusters
  Score: Raw -328060.952941 + Penalty 2584.714207 = -325476.238734
  nChanged 1055
		SP:Iteration 1F (202595.940000 sec): 3 clusters
  Score: Raw -328670.221864 + Penalty 2584.714207 = -326085.507657
  nChanged 214
		SP:Iteration 2F (202595.990000 sec): 3 clusters
  Score: Raw -328813.401733 + Penalty 2584.714207 = -326228.687526
  nChanged 169
		SP:Iteration 3F (202596.040000 sec): 3 clusters
  Score: Raw -328916.118841 + Penalty 2584.714207 = -326331.404634
  nChanged 130
		SP:Iteration 4Q (202596.090000 sec): 3 clusters
  Score: Raw -328994.029155 + Penalty 2584.714207 = -326409.314948
  nChanged 89
		SP:Iteration 5Q (202596.150000 sec): 3 clusters
  Score: Raw -329043.226462 + Penalty 2584.714207 = -326458.512255
  nChanged 78
		SP:Iteration 6Q (202596.200000 sec): 3 clusters
  Score: Raw -329082.754887 + Penalty 2584.714207 = -326498.040680
  nChanged 64
		SP:Iteration 7Q (202596.250000 sec): 3 clusters
  Score: Raw -329108.450726 + Penalty 2584.714207 = -326523.736519
  nChanged 33
		SP:Iteration 8Q (202596.300000 sec): 3 clusters
  Score: Raw -329121.703170 + Penalty 2584.714207 = -326536.988963
  nChanged 29
		SP:Iteration 9Q (202596.350000 sec): 3 clusters
  Score: Raw -329133.319557 + Penalty 2584.714207 = -326548.605350
  nChanged 32
		SP:Iteration 10Q (202596.410000 sec): 3 clusters
  Score: Raw -329151.062545 + Penalty 2584.714207 = -326566.348338
  nChanged 39
		SP:Iteration 11Q (202596.460000 sec): 3 clusters
  Score: Raw -329167.920194 + Penalty 2584.714207 = -326583.205987
  nChanged 34
		SP:Iteration 12Q (202596.510000 sec): 3 clusters
  Score: Raw -329182.961322 + Penalty 2584.714207 = -326598.247115
  nChanged 37
		SP:Iteration 13Q (202596.560000 sec): 3 clusters
  Score: Raw -329196.872613 + Penalty 2584.714207 = -326612.158406
  nChanged 32
		SP:Iteration 14Q (202596.610000 sec): 3 clusters
  Score: Raw -329210.719384 + Penalty 2584.714207 = -326626.005177
  nChanged 28
		SP:Iteration 15Q (202596.670000 sec): 3 clusters
  Score: Raw -329222.070055 + Penalty 2584.714207 = -326637.355848
  nChanged 25
		SP:Iteration 16Q (202596.720000 sec): 3 clusters
  Score: Raw -329231.479748 + Penalty 2584.714207 = -326646.765541
  nChanged 22
		SP:Iteration 17Q (202596.770000 sec): 3 clusters
  Score: Raw -329239.763881 + Penalty 2584.714207 = -326655.049674
  nChanged 21
		SP:Iteration 18Q (202596.820000 sec): 3 clusters
  Score: Raw -329248.589736 + Penalty 2584.714207 = -326663.875529
  nChanged 22
		SP:Iteration 19Q (202596.870000 sec): 3 clusters
  Score: Raw -329256.224931 + Penalty 2584.714207 = -326671.510724
  nChanged 17
		SP:Iteration 20F (202596.930000 sec): 3 clusters
  Score: Raw -329263.394656 + Penalty 2584.714207 = -326678.680449
  nChanged 20
		SP:Iteration 21Q (202596.980000 sec): 3 clusters
  Score: Raw -329272.356816 + Penalty 2584.714207 = -326687.642609
  nChanged 15
		SP:Iteration 22Q (202597.030000 sec): 3 clusters
  Score: Raw -329280.273788 + Penalty 2584.714207 = -326695.559581
  nChanged 19
		SP:Iteration 23Q (202597.080000 sec): 3 clusters
  Score: Raw -329290.230661 + Penalty 2584.714207 = -326705.516454
  nChanged 21
		SP:Iteration 24Q (202597.130000 sec): 3 clusters
  Score: Raw -329304.842139 + Penalty 2584.714207 = -326720.127932
  nChanged 30
		SP:Iteration 25Q (202597.190000 sec): 3 clusters
  Score: Raw -329325.069721 + Penalty 2584.714207 = -326740.355514
  nChanged 42
		SP:Iteration 26Q (202597.240000 sec): 3 clusters
  Score: Raw -329351.968306 + Penalty 2584.714207 = -326767.254099
  nChanged 43
		SP:Iteration 27Q (202597.290000 sec): 3 clusters
  Score: Raw -329377.316681 + Penalty 2584.714207 = -326792.602474
  nChanged 37
		SP:Iteration 28Q (202597.340000 sec): 3 clusters
  Score: Raw -329401.911159 + Penalty 2584.714207 = -326817.196952
  nChanged 33
		SP:Iteration 29Q (202597.390000 sec): 3 clusters
  Score: Raw -329420.275929 + Penalty 2584.714207 = -326835.561722
  nChanged 28
		SP:Iteration 30Q (202597.440000 sec): 3 clusters
  Score: Raw -329436.340323 + Penalty 2584.714207 = -326851.626116
  nChanged 28
		SP:Iteration 31Q (202597.490000 sec): 3 clusters
  Score: Raw -329451.109020 + Penalty 2584.714207 = -326866.394813
  nChanged 25
		SP:Iteration 32Q (202597.550000 sec): 3 clusters
  Score: Raw -329464.555826 + Penalty 2584.714207 = -326879.841619
  nChanged 26
		SP:Iteration 33Q (202597.600000 sec): 3 clusters
  Score: Raw -329477.890135 + Penalty 2584.714207 = -326893.175928
  nChanged 23
		SP:Iteration 34Q (202597.650000 sec): 3 clusters
  Score: Raw -329489.865947 + Penalty 2584.714207 = -326905.151740
  nChanged 18
		SP:Iteration 35Q (202597.700000 sec): 3 clusters
  Score: Raw -329502.994596 + Penalty 2584.714207 = -326918.280389
  nChanged 21
		SP:Iteration 36Q (202597.750000 sec): 3 clusters
  Score: Raw -329515.155382 + Penalty 2584.714207 = -326930.441175
  nChanged 17
		SP:Iteration 37Q (202597.800000 sec): 3 clusters
  Score: Raw -329523.221820 + Penalty 2584.714207 = -326938.507613
  nChanged 8
		SP:Iteration 38Q (202597.850000 sec): 3 clusters
  Score: Raw -329528.588158 + Penalty 2584.714207 = -326943.873951
  nChanged 6
		SP:Iteration 39Q (202597.910000 sec): 3 clusters
  Score: Raw -329531.937666 + Penalty 2584.714207 = -326947.223459
  nChanged 10
		SP:Iteration 40F (202597.960000 sec): 3 clusters
  Score: Raw -329536.189990 + Penalty 2584.714207 = -326951.475783
  nChanged 5
		SP:Iteration 41Q (202598.010000 sec): 3 clusters
  Score: Raw -329539.556543 + Penalty 2584.714207 = -326954.842336
  nChanged 6
		SP:Iteration 42Q (202598.060000 sec): 3 clusters
  Score: Raw -329542.836870 + Penalty 2584.714207 = -326958.122663
  nChanged 7
		SP:Iteration 43Q (202598.110000 sec): 3 clusters
  Score: Raw -329545.630521 + Penalty 2584.714207 = -326960.916314
  nChanged 6
		SP:Iteration 44Q (202598.160000 sec): 3 clusters
  Score: Raw -329549.086269 + Penalty 2584.714207 = -326964.372062
  nChanged 5
		SP:Iteration 45Q (202598.210000 sec): 3 clusters
  Score: Raw -329551.219044 + Penalty 2584.714207 = -326966.504837
  nChanged 5
		SP:Iteration 46Q (202598.260000 sec): 3 clusters
  Score: Raw -329553.683844 + Penalty 2584.714207 = -326968.969637
  nChanged 7
		SP:Iteration 47Q (202598.310000 sec): 3 clusters
  Score: Raw -329557.434542 + Penalty 2584.714207 = -326972.720335
  nChanged 7
		SP:Iteration 48Q (202598.370000 sec): 3 clusters
  Score: Raw -329560.551052 + Penalty 2584.714207 = -326975.836845
  nChanged 3
		SP:Iteration 49Q (202598.420000 sec): 3 clusters
  Score: Raw -329562.487023 + Penalty 2584.714207 = -326977.772816
  nChanged 5
		SP:Iteration 50Q (202598.470000 sec): 3 clusters
  Score: Raw -329564.488135 + Penalty 2584.714207 = -326979.773928
  nChanged 2
		SP:Iteration 51Q (202598.520000 sec): 3 clusters
  Score: Raw -329565.073649 + Penalty 2584.714207 = -326980.359442
  nChanged 4
		SP:Iteration 52Q (202598.570000 sec): 3 clusters
  Score: Raw -329566.336097 + Penalty 2584.714207 = -326981.621890
  nChanged 4
		SP:Iteration 53Q (202598.620000 sec): 3 clusters
  Score: Raw -329568.328774 + Penalty 2584.714207 = -326983.614567
  nChanged 6
		SP:Iteration 54Q (202598.670000 sec): 3 clusters
  Score: Raw -329572.912158 + Penalty 2584.714207 = -326988.197951
  nChanged 12
		SP:Iteration 55Q (202598.720000 sec): 3 clusters
  Score: Raw -329581.581304 + Penalty 2584.714207 = -326996.867097
  nChanged 8
		SP:Iteration 56Q (202598.770000 sec): 3 clusters
  Score: Raw -329586.278569 + Penalty 2584.714207 = -327001.564362
  nChanged 5
		SP:Iteration 57Q (202598.820000 sec): 3 clusters
  Score: Raw -329589.952246 + Penalty 2584.714207 = -327005.238039
  nChanged 5
		SP:Iteration 58Q (202598.870000 sec): 3 clusters
  Score: Raw -329590.779567 + Penalty 2584.714207 = -327006.065360
  nChanged 0
		SP:Iteration 59F (202598.930000 sec): 3 clusters
  Score: Raw -329590.779567 + Penalty 2584.714207 = -327006.065360
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 94 (5368 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (202599.010000 sec): 2 clusters
  Score: Raw -636412.540915 + Penalty 1395.584235 = -635016.956680
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (202599.100000 sec): 3 clusters
  Score: Raw -633627.529034 + Penalty 2791.168471 = -630836.360564
  nChanged 2188
		SP:Iteration 1F (202599.190000 sec): 3 clusters
  Score: Raw -634865.781057 + Penalty 2791.168471 = -632074.612587
  nChanged 422
		SP:Iteration 2F (202599.290000 sec): 3 clusters
  Score: Raw -635107.558644 + Penalty 2791.168471 = -632316.390173
  nChanged 334
		SP:Iteration 3F (202599.380000 sec): 3 clusters
  Score: Raw -635321.958607 + Penalty 2791.168471 = -632530.790136
  nChanged 285
		SP:Iteration 4F (202599.470000 sec): 3 clusters
  Score: Raw -635492.791292 + Penalty 2791.168471 = -632701.622821
  nChanged 247
		SP:Iteration 5Q (202599.560000 sec): 3 clusters
  Score: Raw -635648.677806 + Penalty 2791.168471 = -632857.509335
  nChanged 209
		SP:Iteration 6Q (202599.650000 sec): 3 clusters
  Score: Raw -635768.892017 + Penalty 2791.168471 = -632977.723546
  nChanged 176
		SP:Iteration 7Q (202599.750000 sec): 3 clusters
  Score: Raw -635857.032793 + Penalty 2791.168471 = -633065.864322
  nChanged 156
		SP:Iteration 8Q (202599.840000 sec): 3 clusters
  Score: Raw -635931.142189 + Penalty 2791.168471 = -633139.973718
  nChanged 129
		SP:Iteration 9Q (202599.930000 sec): 3 clusters
  Score: Raw -635995.562898 + Penalty 2791.168471 = -633204.394427
  nChanged 125
		SP:Iteration 10Q (202600.020000 sec): 3 clusters
  Score: Raw -636052.848163 + Penalty 2791.168471 = -633261.679693
  nChanged 111
		SP:Iteration 11Q (202600.110000 sec): 3 clusters
  Score: Raw -636104.343068 + Penalty 2791.168471 = -633313.174597
  nChanged 103
		SP:Iteration 12Q (202600.210000 sec): 3 clusters
  Score: Raw -636151.233202 + Penalty 2791.168471 = -633360.064731
  nChanged 85
		SP:Iteration 13Q (202600.300000 sec): 3 clusters
  Score: Raw -636195.876768 + Penalty 2791.168471 = -633404.708298
  nChanged 79
		SP:Iteration 14Q (202600.390000 sec): 3 clusters
  Score: Raw -636227.476522 + Penalty 2791.168471 = -633436.308051
  nChanged 67
		SP:Iteration 15Q (202600.480000 sec): 3 clusters
  Score: Raw -636254.156893 + Penalty 2791.168471 = -633462.988422
  nChanged 65
		SP:Iteration 16Q (202600.570000 sec): 3 clusters
  Score: Raw -636279.769691 + Penalty 2791.168471 = -633488.601221
  nChanged 47
		SP:Iteration 17Q (202600.660000 sec): 3 clusters
  Score: Raw -636302.042452 + Penalty 2791.168471 = -633510.873981
  nChanged 48
		SP:Iteration 18Q (202600.750000 sec): 3 clusters
  Score: Raw -636321.614294 + Penalty 2791.168471 = -633530.445823
  nChanged 52
		SP:Iteration 19Q (202600.850000 sec): 3 clusters
  Score: Raw -636340.056195 + Penalty 2791.168471 = -633548.887724
  nChanged 41
		SP:Iteration 20F (202600.940000 sec): 3 clusters
  Score: Raw -636356.180291 + Penalty 2791.168471 = -633565.011820
  nChanged 37
		SP:Iteration 21Q (202601.030000 sec): 3 clusters
  Score: Raw -636368.771938 + Penalty 2791.168471 = -633577.603468
  nChanged 28
		SP:Iteration 22Q (202601.120000 sec): 3 clusters
  Score: Raw -636378.252986 + Penalty 2791.168471 = -633587.084515
  nChanged 26
		SP:Iteration 23Q (202601.220000 sec): 3 clusters
  Score: Raw -636386.507406 + Penalty 2791.168471 = -633595.338935
  nChanged 22
		SP:Iteration 24Q (202601.310000 sec): 3 clusters
  Score: Raw -636395.790477 + Penalty 2791.168471 = -633604.622006
  nChanged 24
		SP:Iteration 25Q (202601.400000 sec): 3 clusters
  Score: Raw -636406.399706 + Penalty 2791.168471 = -633615.231236
  nChanged 31
		SP:Iteration 26Q (202601.490000 sec): 3 clusters
  Score: Raw -636421.807752 + Penalty 2791.168471 = -633630.639281
  nChanged 33
		SP:Iteration 27Q (202601.580000 sec): 3 clusters
  Score: Raw -636436.572096 + Penalty 2791.168471 = -633645.403625
  nChanged 32
		SP:Iteration 28Q (202601.670000 sec): 3 clusters
  Score: Raw -636445.549937 + Penalty 2791.168471 = -633654.381466
  nChanged 24
		SP:Iteration 29Q (202601.940000 sec): 3 clusters
  Score: Raw -636454.148758 + Penalty 2791.168471 = -633662.980287
  nChanged 24
		SP:Iteration 30Q (202602.040000 sec): 3 clusters
  Score: Raw -636461.750095 + Penalty 2791.168471 = -633670.581624
  nChanged 23
		SP:Iteration 31Q (202602.130000 sec): 3 clusters
  Score: Raw -636469.168333 + Penalty 2791.168471 = -633677.999863
  nChanged 23
		SP:Iteration 32Q (202602.220000 sec): 3 clusters
  Score: Raw -636478.131250 + Penalty 2791.168471 = -633686.962779
  nChanged 24
		SP:Iteration 33Q (202602.310000 sec): 3 clusters
  Score: Raw -636485.686399 + Penalty 2791.168471 = -633694.517929
  nChanged 17
		SP:Iteration 34Q (202602.400000 sec): 3 clusters
  Score: Raw -636490.715857 + Penalty 2791.168471 = -633699.547387
  nChanged 16
		SP:Iteration 35Q (202602.490000 sec): 3 clusters
  Score: Raw -636495.722920 + Penalty 2791.168471 = -633704.554450
  nChanged 10
		SP:Iteration 36Q (202602.580000 sec): 3 clusters
  Score: Raw -636498.362945 + Penalty 2791.168471 = -633707.194475
  nChanged 7
		SP:Iteration 37Q (202602.670000 sec): 3 clusters
  Score: Raw -636500.069461 + Penalty 2791.168471 = -633708.900991
  nChanged 9
		SP:Iteration 38Q (202602.760000 sec): 3 clusters
  Score: Raw -636503.225863 + Penalty 2791.168471 = -633712.057393
  nChanged 11
		SP:Iteration 39Q (202602.860000 sec): 3 clusters
  Score: Raw -636508.656428 + Penalty 2791.168471 = -633717.487957
  nChanged 13
		SP:Iteration 40F (202602.950000 sec): 3 clusters
  Score: Raw -636513.324923 + Penalty 2791.168471 = -633722.156452
  nChanged 19
		SP:Iteration 41Q (202603.040000 sec): 3 clusters
  Score: Raw -636521.346792 + Penalty 2791.168471 = -633730.178321
  nChanged 17
		SP:Iteration 42Q (202603.130000 sec): 3 clusters
  Score: Raw -636527.139601 + Penalty 2791.168471 = -633735.971131
  nChanged 15
		SP:Iteration 43Q (202603.220000 sec): 3 clusters
  Score: Raw -636530.989408 + Penalty 2791.168471 = -633739.820937
  nChanged 13
		SP:Iteration 44Q (202603.310000 sec): 3 clusters
  Score: Raw -636534.399369 + Penalty 2791.168471 = -633743.230898
  nChanged 9
		SP:Iteration 45Q (202603.400000 sec): 3 clusters
  Score: Raw -636538.276696 + Penalty 2791.168471 = -633747.108225
  nChanged 15
		SP:Iteration 46Q (202603.490000 sec): 3 clusters
  Score: Raw -636543.031566 + Penalty 2791.168471 = -633751.863095
  nChanged 10
		SP:Iteration 47Q (202603.580000 sec): 3 clusters
  Score: Raw -636546.617367 + Penalty 2791.168471 = -633755.448897
  nChanged 12
		SP:Iteration 48Q (202603.670000 sec): 3 clusters
  Score: Raw -636551.490420 + Penalty 2791.168471 = -633760.321949
  nChanged 13
		SP:Iteration 49Q (202603.920000 sec): 3 clusters
  Score: Raw -636556.436884 + Penalty 2791.168471 = -633765.268414
  nChanged 15
		SP:Iteration 50Q (202604.040000 sec): 3 clusters
  Score: Raw -636561.692268 + Penalty 2791.168471 = -633770.523797
  nChanged 14
		SP:Iteration 51Q (202604.140000 sec): 3 clusters
  Score: Raw -636568.284821 + Penalty 2791.168471 = -633777.116351
  nChanged 19
		SP:Iteration 52Q (202604.220000 sec): 3 clusters
  Score: Raw -636575.522620 + Penalty 2791.168471 = -633784.354150
  nChanged 16
		SP:Iteration 53Q (202604.320000 sec): 3 clusters
  Score: Raw -636580.477932 + Penalty 2791.168471 = -633789.309461
  nChanged 18
		SP:Iteration 54Q (202604.400000 sec): 3 clusters
  Score: Raw -636588.203303 + Penalty 2791.168471 = -633797.034833
  nChanged 20
		SP:Iteration 55Q (202604.500000 sec): 3 clusters
  Score: Raw -636595.045154 + Penalty 2791.168471 = -633803.876684
  nChanged 17
		SP:Iteration 56Q (202604.580000 sec): 3 clusters
  Score: Raw -636601.139611 + Penalty 2791.168471 = -633809.971140
  nChanged 14
		SP:Iteration 57Q (202604.680000 sec): 3 clusters
  Score: Raw -636605.658779 + Penalty 2791.168471 = -633814.490308
  nChanged 13
		SP:Iteration 58Q (202604.760000 sec): 3 clusters
  Score: Raw -636610.290572 + Penalty 2791.168471 = -633819.122101
  nChanged 8
		SP:Iteration 59Q (202604.850000 sec): 3 clusters
  Score: Raw -636614.474056 + Penalty 2791.168471 = -633823.305586
  nChanged 5
		SP:Iteration 60F (202604.940000 sec): 3 clusters
  Score: Raw -636617.420613 + Penalty 2791.168471 = -633826.252142
  nChanged 8
		SP:Iteration 61Q (202605.040000 sec): 3 clusters
  Score: Raw -636620.788081 + Penalty 2791.168471 = -633829.619611
  nChanged 10
		SP:Iteration 62Q (202605.120000 sec): 3 clusters
  Score: Raw -636623.705371 + Penalty 2791.168471 = -633832.536901
  nChanged 8
		SP:Iteration 63Q (202605.210000 sec): 3 clusters
  Score: Raw -636625.901179 + Penalty 2791.168471 = -633834.732708
  nChanged 7
		SP:Iteration 64Q (202605.300000 sec): 3 clusters
  Score: Raw -636628.494550 + Penalty 2791.168471 = -633837.326080
  nChanged 4
		SP:Iteration 65Q (202605.390000 sec): 3 clusters
  Score: Raw -636629.936660 + Penalty 2791.168471 = -633838.768190
  nChanged 5
		SP:Iteration 66Q (202605.480000 sec): 3 clusters
  Score: Raw -636631.704618 + Penalty 2791.168471 = -633840.536147
  nChanged 9
		SP:Iteration 67Q (202605.570000 sec): 3 clusters
  Score: Raw -636634.233495 + Penalty 2791.168471 = -633843.065024
  nChanged 8
		SP:Iteration 68Q (202605.660000 sec): 3 clusters
  Score: Raw -636636.055059 + Penalty 2791.168471 = -633844.886588
  nChanged 6
		SP:Iteration 69Q (202605.750000 sec): 3 clusters
  Score: Raw -636637.958245 + Penalty 2791.168471 = -633846.789775
  nChanged 3
		SP:Iteration 70Q (202605.840000 sec): 3 clusters
  Score: Raw -636639.524611 + Penalty 2791.168471 = -633848.356141
  nChanged 2
		SP:Iteration 71Q (202605.930000 sec): 3 clusters
  Score: Raw -636640.017830 + Penalty 2791.168471 = -633848.849359
  nChanged 3
		SP:Iteration 72Q (202606.020000 sec): 3 clusters
  Score: Raw -636640.451252 + Penalty 2791.168471 = -633849.282782
  nChanged 1
		SP:Iteration 73Q (202606.110000 sec): 3 clusters
  Score: Raw -636640.526374 + Penalty 2791.168471 = -633849.357903
  nChanged 0
		SP:Iteration 74F (202606.200000 sec): 3 clusters
  Score: Raw -636640.526374 + Penalty 2791.168471 = -633849.357903
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 95 (910 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (202606.260000 sec): 2 clusters
  Score: Raw -105063.239828 + Penalty 1107.184747 = -103956.055081
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (202606.280000 sec): 3 clusters
  Score: Raw -104861.251154 + Penalty 2214.369495 = -102646.881659
  nChanged 284
		SP:Iteration 1F (202606.290000 sec): 3 clusters
  Score: Raw -105225.807776 + Penalty 2214.369495 = -103011.438281
  nChanged 85
		SP:Iteration 2F (202606.310000 sec): 3 clusters
  Score: Raw -105369.509601 + Penalty 2214.369495 = -103155.140106
  nChanged 60
		SP:Iteration 3F (202606.330000 sec): 3 clusters
  Score: Raw -105454.849525 + Penalty 2214.369495 = -103240.480030
  nChanged 43
		SP:Iteration 4Q (202606.350000 sec): 3 clusters
  Score: Raw -105523.449761 + Penalty 2214.369495 = -103309.080266
  nChanged 31
		SP:Iteration 5Q (202606.370000 sec): 3 clusters
  Score: Raw -105591.330578 + Penalty 2214.369495 = -103376.961083
  nChanged 27
		SP:Iteration 6Q (202606.380000 sec): 3 clusters
  Score: Raw -105643.467844 + Penalty 2214.369495 = -103429.098350
  nChanged 24
		SP:Iteration 7Q (202606.400000 sec): 3 clusters
  Score: Raw -105677.966927 + Penalty 2214.369495 = -103463.597432
  nChanged 11
		SP:Iteration 8Q (202606.420000 sec): 3 clusters
  Score: Raw -105696.362536 + Penalty 2214.369495 = -103481.993041
  nChanged 8
		SP:Iteration 9Q (202606.440000 sec): 3 clusters
  Score: Raw -105707.820188 + Penalty 2214.369495 = -103493.450693
  nChanged 4
		SP:Iteration 10Q (202606.460000 sec): 3 clusters
  Score: Raw -105710.093812 + Penalty 2214.369495 = -103495.724317
  nChanged 3
		SP:Iteration 11Q (202606.480000 sec): 3 clusters
  Score: Raw -105712.745057 + Penalty 2214.369495 = -103498.375562
  nChanged 2
		SP:Iteration 12Q (202606.490000 sec): 3 clusters
  Score: Raw -105715.064802 + Penalty 2214.369495 = -103500.695307
  nChanged 1
		SP:Iteration 13Q (202606.510000 sec): 3 clusters
  Score: Raw -105715.909574 + Penalty 2214.369495 = -103501.540079
  nChanged 1
		SP:Iteration 14Q (202606.530000 sec): 3 clusters
  Score: Raw -105716.345226 + Penalty 2214.369495 = -103501.975732
  nChanged 0
		SP:Iteration 15F (202606.550000 sec): 3 clusters
  Score: Raw -105716.345226 + Penalty 2214.369495 = -103501.975732
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 96 (13805 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (202606.700000 sec): 2 clusters
  Score: Raw -1660272.746531 + Penalty 1549.077745 = -1658723.668786
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (202606.940000 sec): 3 clusters
  Score: Raw -1652382.429797 + Penalty 3098.155490 = -1649284.274307
  nChanged 6053
		SP:Iteration 1F (202607.120000 sec): 3 clusters
  Score: Raw -1655578.128486 + Penalty 3098.155490 = -1652479.972996
  nChanged 857
		SP:Iteration 2F (202607.340000 sec): 3 clusters
  Score: Raw -1655951.461749 + Penalty 3098.155490 = -1652853.306259
  nChanged 806
		SP:Iteration 3F (202607.520000 sec): 3 clusters
  Score: Raw -1656417.403404 + Penalty 3098.155490 = -1653319.247914
  nChanged 881
		SP:Iteration 4F (202607.720000 sec): 3 clusters
  Score: Raw -1656966.865870 + Penalty 3098.155490 = -1653868.710380
  nChanged 853
		SP:Iteration 5F (202607.910000 sec): 3 clusters
  Score: Raw -1657532.296830 + Penalty 3098.155490 = -1654434.141340
  nChanged 828
		SP:Iteration 6F (202608.100000 sec): 3 clusters
  Score: Raw -1658056.749486 + Penalty 3098.155490 = -1654958.593995
  nChanged 730
		SP:Iteration 7F (202608.300000 sec): 3 clusters
  Score: Raw -1658510.120914 + Penalty 3098.155490 = -1655411.965424
  nChanged 679
		SP:Iteration 8Q (202608.490000 sec): 3 clusters
  Score: Raw -1658922.731995 + Penalty 3098.155490 = -1655824.576505
  nChanged 589
		SP:Iteration 9Q (202608.710000 sec): 3 clusters
  Score: Raw -1659266.491800 + Penalty 3098.155490 = -1656168.336310
  nChanged 496
		SP:Iteration 10Q (202608.880000 sec): 3 clusters
  Score: Raw -1659519.973715 + Penalty 3098.155490 = -1656421.818224
  nChanged 412
		SP:Iteration 11Q (202609.070000 sec): 3 clusters
  Score: Raw -1659714.589875 + Penalty 3098.155490 = -1656616.434384
  nChanged 334
		SP:Iteration 12Q (202609.260000 sec): 3 clusters
  Score: Raw -1659880.957701 + Penalty 3098.155490 = -1656782.802210
  nChanged 284
		SP:Iteration 13Q (202609.570000 sec): 3 clusters
  Score: Raw -1660032.903378 + Penalty 3098.155490 = -1656934.747888
  nChanged 259
		SP:Iteration 14Q (202609.780000 sec): 3 clusters
  Score: Raw -1660186.117042 + Penalty 3098.155490 = -1657087.961552
  nChanged 233
		SP:Iteration 15Q (202609.960000 sec): 3 clusters
  Score: Raw -1660319.860701 + Penalty 3098.155490 = -1657221.705210
  nChanged 174
		SP:Iteration 16Q (202610.180000 sec): 3 clusters
  Score: Raw -1660407.636331 + Penalty 3098.155490 = -1657309.480841
  nChanged 147
		SP:Iteration 17Q (202610.350000 sec): 3 clusters
  Score: Raw -1660471.354672 + Penalty 3098.155490 = -1657373.199181
  nChanged 113
		SP:Iteration 18Q (202610.540000 sec): 3 clusters
  Score: Raw -1660515.762733 + Penalty 3098.155490 = -1657417.607243
  nChanged 95
		SP:Iteration 19Q (202610.720000 sec): 3 clusters
  Score: Raw -1660551.542137 + Penalty 3098.155490 = -1657453.386647
  nChanged 77
		SP:Iteration 20F (202610.910000 sec): 3 clusters
  Score: Raw -1660583.260285 + Penalty 3098.155490 = -1657485.104795
  nChanged 73
		SP:Iteration 21Q (202611.080000 sec): 3 clusters
  Score: Raw -1660617.129642 + Penalty 3098.155490 = -1657518.974151
  nChanged 73
		SP:Iteration 22Q (202611.260000 sec): 3 clusters
  Score: Raw -1660649.980257 + Penalty 3098.155490 = -1657551.824767
  nChanged 68
		SP:Iteration 23Q (202611.540000 sec): 3 clusters
  Score: Raw -1660677.804554 + Penalty 3098.155490 = -1657579.649064
  nChanged 56
		SP:Iteration 24Q (202611.850000 sec): 3 clusters
  Score: Raw -1660700.500297 + Penalty 3098.155490 = -1657602.344806
  nChanged 41
		SP:Iteration 25Q (202612.050000 sec): 3 clusters
  Score: Raw -1660717.994908 + Penalty 3098.155490 = -1657619.839418
  nChanged 28
		SP:Iteration 26Q (202612.230000 sec): 3 clusters
  Score: Raw -1660727.875341 + Penalty 3098.155490 = -1657629.719851
  nChanged 32
		SP:Iteration 27Q (202612.410000 sec): 3 clusters
  Score: Raw -1660737.671659 + Penalty 3098.155490 = -1657639.516169
  nChanged 16
		SP:Iteration 28Q (202612.610000 sec): 3 clusters
  Score: Raw -1660742.846632 + Penalty 3098.155490 = -1657644.691142
  nChanged 10
		SP:Iteration 29Q (202612.820000 sec): 3 clusters
  Score: Raw -1660745.667712 + Penalty 3098.155490 = -1657647.512221
  nChanged 13
		SP:Iteration 30Q (202613.030000 sec): 3 clusters
  Score: Raw -1660750.237228 + Penalty 3098.155490 = -1657652.081737
  nChanged 13
		SP:Iteration 31Q (202613.250000 sec): 3 clusters
  Score: Raw -1660754.560215 + Penalty 3098.155490 = -1657656.404724
  nChanged 16
		SP:Iteration 32Q (202613.420000 sec): 3 clusters
  Score: Raw -1660757.865904 + Penalty 3098.155490 = -1657659.710414
  nChanged 11
		SP:Iteration 33Q (202613.600000 sec): 3 clusters
  Score: Raw -1660760.611093 + Penalty 3098.155490 = -1657662.455603
  nChanged 9
		SP:Iteration 34Q (202613.770000 sec): 3 clusters
  Score: Raw -1660762.890647 + Penalty 3098.155490 = -1657664.735156
  nChanged 8
		SP:Iteration 35Q (202613.980000 sec): 3 clusters
  Score: Raw -1660766.620053 + Penalty 3098.155490 = -1657668.464562
  nChanged 12
		SP:Iteration 36Q (202614.170000 sec): 3 clusters
  Score: Raw -1660770.861976 + Penalty 3098.155490 = -1657672.706486
  nChanged 13
		SP:Iteration 37Q (202614.350000 sec): 3 clusters
  Score: Raw -1660774.801243 + Penalty 3098.155490 = -1657676.645753
  nChanged 15
		SP:Iteration 38Q (202614.550000 sec): 3 clusters
  Score: Raw -1660780.231775 + Penalty 3098.155490 = -1657682.076284
  nChanged 16
		SP:Iteration 39Q (202614.710000 sec): 3 clusters
  Score: Raw -1660784.575457 + Penalty 3098.155490 = -1657686.419966
  nChanged 12
		SP:Iteration 40F (202614.900000 sec): 3 clusters
  Score: Raw -1660788.819152 + Penalty 3098.155490 = -1657690.663662
  nChanged 16
		SP:Iteration 41Q (202615.080000 sec): 3 clusters
  Score: Raw -1660794.404174 + Penalty 3098.155490 = -1657696.248684
  nChanged 16
		SP:Iteration 42Q (202615.270000 sec): 3 clusters
  Score: Raw -1660798.979610 + Penalty 3098.155490 = -1657700.824120
  nChanged 14
		SP:Iteration 43Q (202615.440000 sec): 3 clusters
  Score: Raw -1660803.048797 + Penalty 3098.155490 = -1657704.893307
  nChanged 11
		SP:Iteration 44Q (202615.610000 sec): 3 clusters
  Score: Raw -1660806.081841 + Penalty 3098.155490 = -1657707.926350
  nChanged 9
		SP:Iteration 45Q (202615.790000 sec): 3 clusters
  Score: Raw -1660809.135599 + Penalty 3098.155490 = -1657710.980109
  nChanged 9
		SP:Iteration 46Q (202615.990000 sec): 3 clusters
  Score: Raw -1660813.681798 + Penalty 3098.155490 = -1657715.526308
  nChanged 15
		SP:Iteration 47Q (202616.170000 sec): 3 clusters
  Score: Raw -1660818.452173 + Penalty 3098.155490 = -1657720.296682
  nChanged 6
		SP:Iteration 48Q (202616.340000 sec): 3 clusters
  Score: Raw -1660819.977567 + Penalty 3098.155490 = -1657721.822076
  nChanged 5
		SP:Iteration 49Q (202616.540000 sec): 3 clusters
  Score: Raw -1660821.809700 + Penalty 3098.155490 = -1657723.654210
  nChanged 9
		SP:Iteration 50Q (202616.750000 sec): 3 clusters
  Score: Raw -1660825.160781 + Penalty 3098.155490 = -1657727.005291
  nChanged 8
		SP:Iteration 51Q (202616.950000 sec): 3 clusters
  Score: Raw -1660827.518902 + Penalty 3098.155490 = -1657729.363411
  nChanged 8
		SP:Iteration 52Q (202617.120000 sec): 3 clusters
  Score: Raw -1660830.320937 + Penalty 3098.155490 = -1657732.165446
  nChanged 8
		SP:Iteration 53Q (202617.300000 sec): 3 clusters
  Score: Raw -1660833.967040 + Penalty 3098.155490 = -1657735.811550
  nChanged 16
		SP:Iteration 54Q (202617.500000 sec): 3 clusters
  Score: Raw -1660840.029339 + Penalty 3098.155490 = -1657741.873849
  nChanged 13
		SP:Iteration 55Q (202617.670000 sec): 3 clusters
  Score: Raw -1660845.288958 + Penalty 3098.155490 = -1657747.133468
  nChanged 9
		SP:Iteration 56Q (202617.850000 sec): 3 clusters
  Score: Raw -1660848.024846 + Penalty 3098.155490 = -1657749.869355
  nChanged 8
		SP:Iteration 57Q (202618.050000 sec): 3 clusters
  Score: Raw -1660851.075767 + Penalty 3098.155490 = -1657752.920276
  nChanged 9
		SP:Iteration 58Q (202618.260000 sec): 3 clusters
  Score: Raw -1660853.606814 + Penalty 3098.155490 = -1657755.451323
  nChanged 1
		SP:Iteration 59Q (202618.470000 sec): 3 clusters
  Score: Raw -1660853.697459 + Penalty 3098.155490 = -1657755.541968
  nChanged 1
		SP:Iteration 60F (202618.690000 sec): 3 clusters
  Score: Raw -1660853.779743 + Penalty 3098.155490 = -1657755.624253
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 97 (4275 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (202618.760000 sec): 2 clusters
  Score: Raw -477962.274116 + Penalty 1358.587649 = -476603.686467
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (202618.850000 sec): 3 clusters
  Score: Raw -475774.643273 + Penalty 2717.175299 = -473057.467974
  nChanged 1702
		SP:Iteration 1F (202618.930000 sec): 3 clusters
  Score: Raw -476839.998992 + Penalty 2717.175299 = -474122.823693
  nChanged 379
		SP:Iteration 2F (202619.010000 sec): 3 clusters
  Score: Raw -477101.714063 + Penalty 2717.175299 = -474384.538764
  nChanged 290
		SP:Iteration 3F (202619.090000 sec): 3 clusters
  Score: Raw -477306.865034 + Penalty 2717.175299 = -474589.689735
  nChanged 234
		SP:Iteration 4F (202619.160000 sec): 3 clusters
  Score: Raw -477477.764629 + Penalty 2717.175299 = -474760.589330
  nChanged 209
		SP:Iteration 5Q (202619.240000 sec): 3 clusters
  Score: Raw -477627.650777 + Penalty 2717.175299 = -474910.475478
  nChanged 177
		SP:Iteration 6Q (202619.310000 sec): 3 clusters
  Score: Raw -477739.434083 + Penalty 2717.175299 = -475022.258784
  nChanged 165
		SP:Iteration 7Q (202619.390000 sec): 3 clusters
  Score: Raw -477859.506455 + Penalty 2717.175299 = -475142.331156
  nChanged 162
		SP:Iteration 8Q (202619.470000 sec): 3 clusters
  Score: Raw -477980.823259 + Penalty 2717.175299 = -475263.647960
  nChanged 125
		SP:Iteration 9Q (202619.540000 sec): 3 clusters
  Score: Raw -478090.123519 + Penalty 2717.175299 = -475372.948220
  nChanged 156
		SP:Iteration 10Q (202619.620000 sec): 3 clusters
  Score: Raw -478238.959251 + Penalty 2717.175299 = -475521.783952
  nChanged 147
		SP:Iteration 11Q (202619.700000 sec): 3 clusters
  Score: Raw -478385.876860 + Penalty 2717.175299 = -475668.701561
  nChanged 141
		SP:Iteration 12Q (202619.770000 sec): 3 clusters
  Score: Raw -478524.752748 + Penalty 2717.175299 = -475807.577449
  nChanged 126
		SP:Iteration 13Q (202619.850000 sec): 3 clusters
  Score: Raw -478659.819522 + Penalty 2717.175299 = -475942.644223
  nChanged 111
		SP:Iteration 14Q (202619.930000 sec): 3 clusters
  Score: Raw -478758.468293 + Penalty 2717.175299 = -476041.292994
  nChanged 74
		SP:Iteration 15Q (202620.000000 sec): 3 clusters
  Score: Raw -478829.033362 + Penalty 2717.175299 = -476111.858063
  nChanged 67
		SP:Iteration 16Q (202620.070000 sec): 3 clusters
  Score: Raw -478891.796410 + Penalty 2717.175299 = -476174.621111
  nChanged 51
		SP:Iteration 17Q (202620.150000 sec): 3 clusters
  Score: Raw -478931.637565 + Penalty 2717.175299 = -476214.462266
  nChanged 36
		SP:Iteration 18Q (202620.220000 sec): 3 clusters
  Score: Raw -478954.775318 + Penalty 2717.175299 = -476237.600020
  nChanged 33
		SP:Iteration 19Q (202620.290000 sec): 3 clusters
  Score: Raw -478973.901604 + Penalty 2717.175299 = -476256.726305
  nChanged 26
		SP:Iteration 20F (202620.370000 sec): 3 clusters
  Score: Raw -478993.856864 + Penalty 2717.175299 = -476276.681565
  nChanged 16
		SP:Iteration 21Q (202620.450000 sec): 3 clusters
  Score: Raw -479000.198437 + Penalty 2717.175299 = -476283.023138
  nChanged 11
		SP:Iteration 22Q (202620.520000 sec): 3 clusters
  Score: Raw -479003.223434 + Penalty 2717.175299 = -476286.048135
  nChanged 10
		SP:Iteration 23Q (202620.590000 sec): 3 clusters
  Score: Raw -479005.305949 + Penalty 2717.175299 = -476288.130650
  nChanged 9
		SP:Iteration 24Q (202620.670000 sec): 3 clusters
  Score: Raw -479007.578205 + Penalty 2717.175299 = -476290.402906
  nChanged 5
		SP:Iteration 25Q (202620.740000 sec): 3 clusters
  Score: Raw -479009.153421 + Penalty 2717.175299 = -476291.978122
  nChanged 6
		SP:Iteration 26Q (202620.810000 sec): 3 clusters
  Score: Raw -479011.310183 + Penalty 2717.175299 = -476294.134884
  nChanged 8
		SP:Iteration 27Q (202620.890000 sec): 3 clusters
  Score: Raw -479013.797442 + Penalty 2717.175299 = -476296.622143
  nChanged 8
		SP:Iteration 28Q (202620.960000 sec): 3 clusters
  Score: Raw -479016.934557 + Penalty 2717.175299 = -476299.759258
  nChanged 8
		SP:Iteration 29Q (202621.030000 sec): 3 clusters
  Score: Raw -479019.497590 + Penalty 2717.175299 = -476302.322291
  nChanged 8
		SP:Iteration 30Q (202621.110000 sec): 3 clusters
  Score: Raw -479022.890173 + Penalty 2717.175299 = -476305.714874
  nChanged 7
		SP:Iteration 31Q (202621.180000 sec): 3 clusters
  Score: Raw -479026.254958 + Penalty 2717.175299 = -476309.079659
  nChanged 9
		SP:Iteration 32Q (202621.250000 sec): 3 clusters
  Score: Raw -479029.219667 + Penalty 2717.175299 = -476312.044369
  nChanged 9
		SP:Iteration 33Q (202621.330000 sec): 3 clusters
  Score: Raw -479032.721055 + Penalty 2717.175299 = -476315.545756
  nChanged 8
		SP:Iteration 34Q (202621.400000 sec): 3 clusters
  Score: Raw -479035.754952 + Penalty 2717.175299 = -476318.579653
  nChanged 11
		SP:Iteration 35Q (202621.470000 sec): 3 clusters
  Score: Raw -479038.899328 + Penalty 2717.175299 = -476321.724030
  nChanged 7
		SP:Iteration 36Q (202621.550000 sec): 3 clusters
  Score: Raw -479041.147839 + Penalty 2717.175299 = -476323.972540
  nChanged 10
		SP:Iteration 37Q (202621.620000 sec): 3 clusters
  Score: Raw -479043.881185 + Penalty 2717.175299 = -476326.705886
  nChanged 6
		SP:Iteration 38Q (202621.690000 sec): 3 clusters
  Score: Raw -479045.878835 + Penalty 2717.175299 = -476328.703536
  nChanged 6
		SP:Iteration 39Q (202621.770000 sec): 3 clusters
  Score: Raw -479047.459209 + Penalty 2717.175299 = -476330.283910
  nChanged 4
		SP:Iteration 40F (202621.850000 sec): 3 clusters
  Score: Raw -479048.202395 + Penalty 2717.175299 = -476331.027096
  nChanged 5
		SP:Iteration 41Q (202621.920000 sec): 3 clusters
  Score: Raw -479049.424067 + Penalty 2717.175299 = -476332.248768
  nChanged 0
		SP:Iteration 42F (202621.990000 sec): 3 clusters
  Score: Raw -479049.424067 + Penalty 2717.175299 = -476332.248768
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 98 (7175 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (202622.090000 sec): 2 clusters
  Score: Raw -849320.543804 + Penalty 1442.733182 = -847877.810622
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (202622.250000 sec): 3 clusters
  Score: Raw -845356.489828 + Penalty 2885.466363 = -842471.023465
  nChanged 3012
		SP:Iteration 1F (202622.350000 sec): 3 clusters
  Score: Raw -847054.616773 + Penalty 2885.466363 = -844169.150410
  nChanged 531
		SP:Iteration 2F (202622.460000 sec): 3 clusters
  Score: Raw -847350.530390 + Penalty 2885.466363 = -844465.064027
  nChanged 421
		SP:Iteration 3F (202622.570000 sec): 3 clusters
  Score: Raw -847604.029544 + Penalty 2885.466363 = -844718.563181
  nChanged 381
		SP:Iteration 4F (202622.680000 sec): 3 clusters
  Score: Raw -847808.376033 + Penalty 2885.466363 = -844922.909670
  nChanged 319
		SP:Iteration 5Q (202622.790000 sec): 3 clusters
  Score: Raw -847956.046421 + Penalty 2885.466363 = -845070.580058
  nChanged 255
		SP:Iteration 6Q (202622.890000 sec): 3 clusters
  Score: Raw -848046.246888 + Penalty 2885.466363 = -845160.780524
  nChanged 190
		SP:Iteration 7Q (202623.010000 sec): 3 clusters
  Score: Raw -848120.978463 + Penalty 2885.466363 = -845235.512100
  nChanged 177
		SP:Iteration 8Q (202623.130000 sec): 3 clusters
  Score: Raw -848191.640217 + Penalty 2885.466363 = -845306.173853
  nChanged 169
		SP:Iteration 9Q (202623.250000 sec): 3 clusters
  Score: Raw -848249.085925 + Penalty 2885.466363 = -845363.619562
  nChanged 124
		SP:Iteration 10Q (202623.380000 sec): 3 clusters
  Score: Raw -848283.255583 + Penalty 2885.466363 = -845397.789219
  nChanged 93
		SP:Iteration 11Q (202623.500000 sec): 3 clusters
  Score: Raw -848307.132876 + Penalty 2885.466363 = -845421.666513
  nChanged 77
		SP:Iteration 12Q (202623.620000 sec): 3 clusters
  Score: Raw -848328.923325 + Penalty 2885.466363 = -845443.456962
  nChanged 73
		SP:Iteration 13Q (202623.740000 sec): 3 clusters
  Score: Raw -848353.083154 + Penalty 2885.466363 = -845467.616790
  nChanged 90
		SP:Iteration 14Q (202623.860000 sec): 3 clusters
  Score: Raw -848382.900086 + Penalty 2885.466363 = -845497.433723
  nChanged 84
		SP:Iteration 15Q (202623.980000 sec): 3 clusters
  Score: Raw -848406.850486 + Penalty 2885.466363 = -845521.384123
  nChanged 85
		SP:Iteration 16Q (202624.100000 sec): 3 clusters
  Score: Raw -848435.365459 + Penalty 2885.466363 = -845549.899095
  nChanged 98
		SP:Iteration 17Q (202624.230000 sec): 3 clusters
  Score: Raw -848472.455570 + Penalty 2885.466363 = -845586.989207
  nChanged 99
		SP:Iteration 18Q (202624.350000 sec): 3 clusters
  Score: Raw -848513.629741 + Penalty 2885.466363 = -845628.163378
  nChanged 115
		SP:Iteration 19Q (202624.470000 sec): 3 clusters
  Score: Raw -848570.489674 + Penalty 2885.466363 = -845685.023311
  nChanged 130
		SP:Iteration 20F (202624.590000 sec): 3 clusters
  Score: Raw -848634.802099 + Penalty 2885.466363 = -845749.335736
  nChanged 138
		SP:Iteration 21Q (202624.710000 sec): 3 clusters
  Score: Raw -848712.623238 + Penalty 2885.466363 = -845827.156875
  nChanged 134
		SP:Iteration 22Q (202624.830000 sec): 3 clusters
  Score: Raw -848794.482227 + Penalty 2885.466363 = -845909.015863
  nChanged 153
		SP:Iteration 23Q (202624.950000 sec): 3 clusters
  Score: Raw -848888.690169 + Penalty 2885.466363 = -846003.223806
  nChanged 134
		SP:Iteration 24Q (202625.070000 sec): 3 clusters
  Score: Raw -848969.087825 + Penalty 2885.466363 = -846083.621462
  nChanged 114
		SP:Iteration 25Q (202625.190000 sec): 3 clusters
  Score: Raw -849048.721807 + Penalty 2885.466363 = -846163.255444
  nChanged 109
		SP:Iteration 26Q (202625.310000 sec): 3 clusters
  Score: Raw -849126.100705 + Penalty 2885.466363 = -846240.634342
  nChanged 92
		SP:Iteration 27Q (202625.430000 sec): 3 clusters
  Score: Raw -849180.901744 + Penalty 2885.466363 = -846295.435381
  nChanged 84
		SP:Iteration 28Q (202625.540000 sec): 3 clusters
  Score: Raw -849233.445251 + Penalty 2885.466363 = -846347.978888
  nChanged 98
		SP:Iteration 29Q (202625.660000 sec): 3 clusters
  Score: Raw -849280.789511 + Penalty 2885.466363 = -846395.323148
  nChanged 66
		SP:Iteration 30Q (202625.780000 sec): 3 clusters
  Score: Raw -849312.165921 + Penalty 2885.466363 = -846426.699558
  nChanged 61
		SP:Iteration 31Q (202625.900000 sec): 3 clusters
  Score: Raw -849341.972247 + Penalty 2885.466363 = -846456.505884
  nChanged 60
		SP:Iteration 32Q (202626.010000 sec): 3 clusters
  Score: Raw -849372.072904 + Penalty 2885.466363 = -846486.606540
  nChanged 50
		SP:Iteration 33Q (202626.130000 sec): 3 clusters
  Score: Raw -849405.267581 + Penalty 2885.466363 = -846519.801218
  nChanged 51
		SP:Iteration 34Q (202626.240000 sec): 3 clusters
  Score: Raw -849444.536712 + Penalty 2885.466363 = -846559.070349
  nChanged 62
		SP:Iteration 35Q (202626.350000 sec): 3 clusters
  Score: Raw -849491.406438 + Penalty 2885.466363 = -846605.940075
  nChanged 58
		SP:Iteration 36Q (202626.470000 sec): 3 clusters
  Score: Raw -849535.065260 + Penalty 2885.466363 = -846649.598897
  nChanged 68
		SP:Iteration 37Q (202626.580000 sec): 3 clusters
  Score: Raw -849594.813053 + Penalty 2885.466363 = -846709.346690
  nChanged 70
		SP:Iteration 38Q (202626.700000 sec): 3 clusters
  Score: Raw -849652.964593 + Penalty 2885.466363 = -846767.498230
  nChanged 67
		SP:Iteration 39Q (202626.810000 sec): 3 clusters
  Score: Raw -849708.959747 + Penalty 2885.466363 = -846823.493384
  nChanged 61
		SP:Iteration 40F (202626.940000 sec): 3 clusters
  Score: Raw -849756.445501 + Penalty 2885.466363 = -846870.979138
  nChanged 58
		SP:Iteration 41Q (202627.050000 sec): 3 clusters
  Score: Raw -849794.315090 + Penalty 2885.466363 = -846908.848727
  nChanged 33
		SP:Iteration 42Q (202627.160000 sec): 3 clusters
  Score: Raw -849813.548763 + Penalty 2885.466363 = -846928.082399
  nChanged 22
		SP:Iteration 43Q (202627.280000 sec): 3 clusters
  Score: Raw -849822.187944 + Penalty 2885.466363 = -846936.721581
  nChanged 15
		SP:Iteration 44Q (202627.390000 sec): 3 clusters
  Score: Raw -849827.607197 + Penalty 2885.466363 = -846942.140833
  nChanged 13
		SP:Iteration 45Q (202627.500000 sec): 3 clusters
  Score: Raw -849833.354019 + Penalty 2885.466363 = -846947.887656
  nChanged 12
		SP:Iteration 46Q (202627.620000 sec): 3 clusters
  Score: Raw -849838.285901 + Penalty 2885.466363 = -846952.819537
  nChanged 10
		SP:Iteration 47Q (202627.730000 sec): 3 clusters
  Score: Raw -849842.561718 + Penalty 2885.466363 = -846957.095355
  nChanged 3
		SP:Iteration 48Q (202627.850000 sec): 3 clusters
  Score: Raw -849843.580925 + Penalty 2885.466363 = -846958.114562
  nChanged 2
		SP:Iteration 49Q (202627.960000 sec): 3 clusters
  Score: Raw -849844.107981 + Penalty 2885.466363 = -846958.641617
  nChanged 1
		SP:Iteration 50Q (202628.080000 sec): 3 clusters
  Score: Raw -849844.440368 + Penalty 2885.466363 = -846958.974005
  nChanged 0
		SP:Iteration 51F (202628.200000 sec): 3 clusters
  Score: Raw -849844.440368 + Penalty 2885.466363 = -846958.974005
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 99 (2135 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (202628.270000 sec): 2 clusters
  Score: Raw -244990.276208 + Penalty 1245.761063 = -243744.515145
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (202628.310000 sec): 3 clusters
  Score: Raw -244083.101707 + Penalty 2491.522126 = -241591.579581
  nChanged 764
		SP:Iteration 1F (202628.350000 sec): 3 clusters
  Score: Raw -244610.965659 + Penalty 2491.522126 = -242119.443533
  nChanged 186
		SP:Iteration 2F (202628.390000 sec): 3 clusters
  Score: Raw -244779.974855 + Penalty 2491.522126 = -242288.452729
  nChanged 122
		SP:Iteration 3F (202628.430000 sec): 3 clusters
  Score: Raw -244881.120170 + Penalty 2491.522126 = -242389.598045
  nChanged 90
		SP:Iteration 4Q (202628.470000 sec): 3 clusters
  Score: Raw -244950.631174 + Penalty 2491.522126 = -242459.109048
  nChanged 68
		SP:Iteration 5Q (202628.510000 sec): 3 clusters
  Score: Raw -245000.309066 + Penalty 2491.522126 = -242508.786940
  nChanged 56
		SP:Iteration 6Q (202628.550000 sec): 3 clusters
  Score: Raw -245044.427989 + Penalty 2491.522126 = -242552.905863
  nChanged 55
		SP:Iteration 7Q (202628.590000 sec): 3 clusters
  Score: Raw -245090.737509 + Penalty 2491.522126 = -242599.215383
  nChanged 56
		SP:Iteration 8Q (202628.630000 sec): 3 clusters
  Score: Raw -245138.185615 + Penalty 2491.522126 = -242646.663489
  nChanged 47
		SP:Iteration 9Q (202628.670000 sec): 3 clusters
  Score: Raw -245188.904052 + Penalty 2491.522126 = -242697.381926
  nChanged 66
		SP:Iteration 10Q (202628.710000 sec): 3 clusters
  Score: Raw -245275.501125 + Penalty 2491.522126 = -242783.978999
  nChanged 71
		SP:Iteration 11Q (202628.740000 sec): 3 clusters
  Score: Raw -245361.624893 + Penalty 2491.522126 = -242870.102768
  nChanged 66
		SP:Iteration 12Q (202628.780000 sec): 3 clusters
  Score: Raw -245454.729678 + Penalty 2491.522126 = -242963.207552
  nChanged 67
		SP:Iteration 13Q (202628.820000 sec): 3 clusters
  Score: Raw -245535.000527 + Penalty 2491.522126 = -243043.478401
  nChanged 60
		SP:Iteration 14Q (202628.860000 sec): 3 clusters
  Score: Raw -245598.282944 + Penalty 2491.522126 = -243106.760818
  nChanged 48
		SP:Iteration 15Q (202628.900000 sec): 3 clusters
  Score: Raw -245648.230216 + Penalty 2491.522126 = -243156.708090
  nChanged 34
		SP:Iteration 16Q (202628.940000 sec): 3 clusters
  Score: Raw -245677.920520 + Penalty 2491.522126 = -243186.398394
  nChanged 15
		SP:Iteration 17Q (202628.970000 sec): 3 clusters
  Score: Raw -245687.572457 + Penalty 2491.522126 = -243196.050331
  nChanged 18
		SP:Iteration 18Q (202629.010000 sec): 3 clusters
  Score: Raw -245696.960047 + Penalty 2491.522126 = -243205.437921
  nChanged 5
		SP:Iteration 19Q (202629.050000 sec): 3 clusters
  Score: Raw -245698.204793 + Penalty 2491.522126 = -243206.682667
  nChanged 2
		SP:Iteration 20F (202629.090000 sec): 3 clusters
  Score: Raw -245701.389635 + Penalty 2491.522126 = -243209.867509
  nChanged 5
		SP:Iteration 21Q (202629.130000 sec): 3 clusters
  Score: Raw -245705.851908 + Penalty 2491.522126 = -243214.329782
  nChanged 7
		SP:Iteration 22Q (202629.160000 sec): 3 clusters
  Score: Raw -245709.503403 + Penalty 2491.522126 = -243217.981277
  nChanged 7
		SP:Iteration 23Q (202629.200000 sec): 3 clusters
  Score: Raw -245716.703939 + Penalty 2491.522126 = -243225.181813
  nChanged 13
		SP:Iteration 24Q (202629.240000 sec): 3 clusters
  Score: Raw -245726.107312 + Penalty 2491.522126 = -243234.585186
  nChanged 12
		SP:Iteration 25Q (202629.280000 sec): 3 clusters
  Score: Raw -245733.377789 + Penalty 2491.522126 = -243241.855663
  nChanged 11
		SP:Iteration 26Q (202629.320000 sec): 3 clusters
  Score: Raw -245744.216651 + Penalty 2491.522126 = -243252.694525
  nChanged 16
		SP:Iteration 27Q (202629.350000 sec): 3 clusters
  Score: Raw -245757.446553 + Penalty 2491.522126 = -243265.924427
  nChanged 13
		SP:Iteration 28Q (202629.390000 sec): 3 clusters
  Score: Raw -245766.218654 + Penalty 2491.522126 = -243274.696529
  nChanged 14
		SP:Iteration 29Q (202629.430000 sec): 3 clusters
  Score: Raw -245777.077378 + Penalty 2491.522126 = -243285.555252
  nChanged 9
		SP:Iteration 30Q (202629.460000 sec): 3 clusters
  Score: Raw -245783.296741 + Penalty 2491.522126 = -243291.774616
  nChanged 8
		SP:Iteration 31Q (202629.500000 sec): 3 clusters
  Score: Raw -245788.686732 + Penalty 2491.522126 = -243297.164606
  nChanged 9
		SP:Iteration 32Q (202629.540000 sec): 3 clusters
  Score: Raw -245793.399662 + Penalty 2491.522126 = -243301.877536
  nChanged 6
		SP:Iteration 33Q (202629.580000 sec): 3 clusters
  Score: Raw -245798.732822 + Penalty 2491.522126 = -243307.210696
  nChanged 8
		SP:Iteration 34Q (202629.620000 sec): 3 clusters
  Score: Raw -245804.300918 + Penalty 2491.522126 = -243312.778792
  nChanged 12
		SP:Iteration 35Q (202629.650000 sec): 3 clusters
  Score: Raw -245821.421202 + Penalty 2491.522126 = -243329.899076
  nChanged 25
		SP:Iteration 36Q (202629.690000 sec): 3 clusters
  Score: Raw -245859.192109 + Penalty 2491.522126 = -243367.669983
  nChanged 33
		SP:Iteration 37Q (202629.730000 sec): 3 clusters
  Score: Raw -245927.594327 + Penalty 2491.522126 = -243436.072201
  nChanged 36
		SP:Iteration 38Q (202629.760000 sec): 3 clusters
  Score: Raw -245984.172972 + Penalty 2491.522126 = -243492.650846
  nChanged 20
		SP:Iteration 39Q (202629.800000 sec): 3 clusters
  Score: Raw -246000.932356 + Penalty 2491.522126 = -243509.410230
  nChanged 16
		SP:Iteration 40F (202629.840000 sec): 3 clusters
  Score: Raw -246013.161461 + Penalty 2491.522126 = -243521.639335
  nChanged 12
		SP:Iteration 41Q (202629.880000 sec): 3 clusters
  Score: Raw -246021.477008 + Penalty 2491.522126 = -243529.954883
  nChanged 14
		SP:Iteration 42Q (202629.920000 sec): 3 clusters
  Score: Raw -246035.288794 + Penalty 2491.522126 = -243543.766668
  nChanged 15
		SP:Iteration 43Q (202629.950000 sec): 3 clusters
  Score: Raw -246051.906009 + Penalty 2491.522126 = -243560.383883
  nChanged 17
		SP:Iteration 44Q (202629.990000 sec): 3 clusters
  Score: Raw -246062.291471 + Penalty 2491.522126 = -243570.769345
  nChanged 8
		SP:Iteration 45Q (202630.020000 sec): 3 clusters
  Score: Raw -246068.235702 + Penalty 2491.522126 = -243576.713576
  nChanged 14
		SP:Iteration 46Q (202630.060000 sec): 3 clusters
  Score: Raw -246078.267318 + Penalty 2491.522126 = -243586.745192
  nChanged 10
		SP:Iteration 47Q (202630.100000 sec): 3 clusters
  Score: Raw -246084.438104 + Penalty 2491.522126 = -243592.915978
  nChanged 11
		SP:Iteration 48Q (202630.140000 sec): 3 clusters
  Score: Raw -246091.817779 + Penalty 2491.522126 = -243600.295653
  nChanged 12
		SP:Iteration 49Q (202630.180000 sec): 3 clusters
  Score: Raw -246100.275223 + Penalty 2491.522126 = -243608.753097
  nChanged 5
		SP:Iteration 50Q (202630.210000 sec): 3 clusters
  Score: Raw -246104.336566 + Penalty 2491.522126 = -243612.814440
  nChanged 11
		SP:Iteration 51Q (202630.250000 sec): 3 clusters
  Score: Raw -246110.101625 + Penalty 2491.522126 = -243618.579499
  nChanged 5
		SP:Iteration 52Q (202630.280000 sec): 3 clusters
  Score: Raw -246112.168610 + Penalty 2491.522126 = -243620.646485
  nChanged 5
		SP:Iteration 53Q (202630.320000 sec): 3 clusters
  Score: Raw -246115.844767 + Penalty 2491.522126 = -243624.322641
  nChanged 7
		SP:Iteration 54Q (202630.360000 sec): 3 clusters
  Score: Raw -246120.952623 + Penalty 2491.522126 = -243629.430498
  nChanged 9
		SP:Iteration 55Q (202630.400000 sec): 3 clusters
  Score: Raw -246125.267936 + Penalty 2491.522126 = -243633.745810
  nChanged 6
		SP:Iteration 56Q (202630.430000 sec): 3 clusters
  Score: Raw -246129.451276 + Penalty 2491.522126 = -243637.929150
  nChanged 7
		SP:Iteration 57Q (202630.470000 sec): 3 clusters
  Score: Raw -246134.083680 + Penalty 2491.522126 = -243642.561554
  nChanged 8
		SP:Iteration 58Q (202630.500000 sec): 3 clusters
  Score: Raw -246138.152750 + Penalty 2491.522126 = -243646.630625
  nChanged 7
		SP:Iteration 59Q (202630.540000 sec): 3 clusters
  Score: Raw -246141.601820 + Penalty 2491.522126 = -243650.079694
  nChanged 5
		SP:Iteration 60F (202630.580000 sec): 3 clusters
  Score: Raw -246144.281225 + Penalty 2491.522126 = -243652.759099
  nChanged 6
		SP:Iteration 61Q (202630.620000 sec): 3 clusters
  Score: Raw -246146.361483 + Penalty 2491.522126 = -243654.839357
  nChanged 5
		SP:Iteration 62Q (202630.660000 sec): 3 clusters
  Score: Raw -246148.411464 + Penalty 2491.522126 = -243656.889339
  nChanged 5
		SP:Iteration 63Q (202630.690000 sec): 3 clusters
  Score: Raw -246150.302212 + Penalty 2491.522126 = -243658.780087
  nChanged 5
		SP:Iteration 64Q (202630.730000 sec): 3 clusters
  Score: Raw -246151.843289 + Penalty 2491.522126 = -243660.321163
  nChanged 1
		SP:Iteration 65Q (202630.760000 sec): 3 clusters
  Score: Raw -246152.485987 + Penalty 2491.522126 = -243660.963861
  nChanged 1
		SP:Iteration 66Q (202630.800000 sec): 3 clusters
  Score: Raw -246153.151285 + Penalty 2491.522126 = -243661.629159
  nChanged 1
		SP:Iteration 67Q (202630.840000 sec): 3 clusters
  Score: Raw -246155.003421 + Penalty 2491.522126 = -243663.481296
  nChanged 3
		SP:Iteration 68Q (202630.880000 sec): 3 clusters
  Score: Raw -246156.026898 + Penalty 2491.522126 = -243664.504772
  nChanged 0
		SP:Iteration 69F (202630.920000 sec): 3 clusters
  Score: Raw -246156.026898 + Penalty 2491.522126 = -243664.504772
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 100 (3879 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (202630.990000 sec): 2 clusters
  Score: Raw -415995.927840 + Penalty 1342.791558 = -414653.136282
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (202631.060000 sec): 3 clusters
  Score: Raw -414064.483097 + Penalty 2685.583117 = -411378.899980
  nChanged 1501
		SP:Iteration 1F (202631.140000 sec): 3 clusters
  Score: Raw -415007.891222 + Penalty 2685.583117 = -412322.308105
  nChanged 320
		SP:Iteration 2F (202631.210000 sec): 3 clusters
  Score: Raw -415223.642661 + Penalty 2685.583117 = -412538.059544
  nChanged 224
		SP:Iteration 3F (202631.280000 sec): 3 clusters
  Score: Raw -415373.025366 + Penalty 2685.583117 = -412687.442249
  nChanged 165
		SP:Iteration 4Q (202631.350000 sec): 3 clusters
  Score: Raw -415482.324701 + Penalty 2685.583117 = -412796.741584
  nChanged 144
		SP:Iteration 5Q (202631.420000 sec): 3 clusters
  Score: Raw -415568.616644 + Penalty 2685.583117 = -412883.033527
  nChanged 135
		SP:Iteration 6Q (202631.490000 sec): 3 clusters
  Score: Raw -415656.509528 + Penalty 2685.583117 = -412970.926411
  nChanged 120
		SP:Iteration 7Q (202631.560000 sec): 3 clusters
  Score: Raw -415748.090965 + Penalty 2685.583117 = -413062.507848
  nChanged 122
		SP:Iteration 8Q (202631.630000 sec): 3 clusters
  Score: Raw -415826.615245 + Penalty 2685.583117 = -413141.032128
  nChanged 116
		SP:Iteration 9Q (202631.700000 sec): 3 clusters
  Score: Raw -415896.822522 + Penalty 2685.583117 = -413211.239405
  nChanged 92
		SP:Iteration 10Q (202631.770000 sec): 3 clusters
  Score: Raw -415961.347845 + Penalty 2685.583117 = -413275.764728
  nChanged 108
		SP:Iteration 11Q (202631.840000 sec): 3 clusters
  Score: Raw -416019.747743 + Penalty 2685.583117 = -413334.164626
  nChanged 76
		SP:Iteration 12Q (202631.910000 sec): 3 clusters
  Score: Raw -416062.931200 + Penalty 2685.583117 = -413377.348083
  nChanged 61
		SP:Iteration 13Q (202631.980000 sec): 3 clusters
  Score: Raw -416089.818171 + Penalty 2685.583117 = -413404.235054
  nChanged 49
		SP:Iteration 14Q (202632.050000 sec): 3 clusters
  Score: Raw -416110.492293 + Penalty 2685.583117 = -413424.909176
  nChanged 58
		SP:Iteration 15Q (202632.120000 sec): 3 clusters
  Score: Raw -416137.995644 + Penalty 2685.583117 = -413452.412527
  nChanged 52
		SP:Iteration 16Q (202632.190000 sec): 3 clusters
  Score: Raw -416162.502527 + Penalty 2685.583117 = -413476.919410
  nChanged 42
		SP:Iteration 17Q (202632.260000 sec): 3 clusters
  Score: Raw -416182.002325 + Penalty 2685.583117 = -413496.419208
  nChanged 36
		SP:Iteration 18Q (202632.330000 sec): 3 clusters
  Score: Raw -416198.022250 + Penalty 2685.583117 = -413512.439133
  nChanged 42
		SP:Iteration 19Q (202632.400000 sec): 3 clusters
  Score: Raw -416220.860157 + Penalty 2685.583117 = -413535.277040
  nChanged 37
		SP:Iteration 20F (202632.470000 sec): 3 clusters
  Score: Raw -416240.455147 + Penalty 2685.583117 = -413554.872030
  nChanged 35
		SP:Iteration 21Q (202632.540000 sec): 3 clusters
  Score: Raw -416259.094999 + Penalty 2685.583117 = -413573.511882
  nChanged 39
		SP:Iteration 22Q (202632.610000 sec): 3 clusters
  Score: Raw -416279.259793 + Penalty 2685.583117 = -413593.676676
  nChanged 30
		SP:Iteration 23Q (202632.680000 sec): 3 clusters
  Score: Raw -416291.392745 + Penalty 2685.583117 = -413605.809628
  nChanged 31
		SP:Iteration 24Q (202632.750000 sec): 3 clusters
  Score: Raw -416304.661939 + Penalty 2685.583117 = -413619.078823
  nChanged 24
		SP:Iteration 25Q (202632.820000 sec): 3 clusters
  Score: Raw -416314.673093 + Penalty 2685.583117 = -413629.089976
  nChanged 23
		SP:Iteration 26Q (202632.890000 sec): 3 clusters
  Score: Raw -416322.764561 + Penalty 2685.583117 = -413637.181444
  nChanged 19
		SP:Iteration 27Q (202632.960000 sec): 3 clusters
  Score: Raw -416331.386602 + Penalty 2685.583117 = -413645.803485
  nChanged 18
		SP:Iteration 28Q (202633.030000 sec): 3 clusters
  Score: Raw -416339.312288 + Penalty 2685.583117 = -413653.729172
  nChanged 27
		SP:Iteration 29Q (202633.100000 sec): 3 clusters
  Score: Raw -416349.361375 + Penalty 2685.583117 = -413663.778258
  nChanged 17
		SP:Iteration 30Q (202633.170000 sec): 3 clusters
  Score: Raw -416355.986991 + Penalty 2685.583117 = -413670.403875
  nChanged 16
		SP:Iteration 31Q (202633.240000 sec): 3 clusters
  Score: Raw -416361.555385 + Penalty 2685.583117 = -413675.972268
  nChanged 17
		SP:Iteration 32Q (202633.300000 sec): 3 clusters
  Score: Raw -416366.671406 + Penalty 2685.583117 = -413681.088289
  nChanged 16
		SP:Iteration 33Q (202633.370000 sec): 3 clusters
  Score: Raw -416371.898973 + Penalty 2685.583117 = -413686.315856
  nChanged 16
		SP:Iteration 34Q (202633.440000 sec): 3 clusters
  Score: Raw -416379.307985 + Penalty 2685.583117 = -413693.724869
  nChanged 17
		SP:Iteration 35Q (202633.510000 sec): 3 clusters
  Score: Raw -416385.194160 + Penalty 2685.583117 = -413699.611044
  nChanged 12
		SP:Iteration 36Q (202633.580000 sec): 3 clusters
  Score: Raw -416388.794877 + Penalty 2685.583117 = -413703.211760
  nChanged 12
		SP:Iteration 37Q (202633.650000 sec): 3 clusters
  Score: Raw -416391.844093 + Penalty 2685.583117 = -413706.260976
  nChanged 10
		SP:Iteration 38Q (202633.720000 sec): 3 clusters
  Score: Raw -416395.502991 + Penalty 2685.583117 = -413709.919874
  nChanged 12
		SP:Iteration 39Q (202633.790000 sec): 3 clusters
  Score: Raw -416398.263805 + Penalty 2685.583117 = -413712.680688
  nChanged 10
		SP:Iteration 40F (202633.860000 sec): 3 clusters
  Score: Raw -416401.345573 + Penalty 2685.583117 = -413715.762457
  nChanged 14
		SP:Iteration 41Q (202633.920000 sec): 3 clusters
  Score: Raw -416405.671886 + Penalty 2685.583117 = -413720.088769
  nChanged 6
		SP:Iteration 42Q (202633.990000 sec): 3 clusters
  Score: Raw -416407.048082 + Penalty 2685.583117 = -413721.464966
  nChanged 6
		SP:Iteration 43Q (202634.060000 sec): 3 clusters
  Score: Raw -416408.678398 + Penalty 2685.583117 = -413723.095281
  nChanged 3
		SP:Iteration 44Q (202634.130000 sec): 3 clusters
  Score: Raw -416409.315799 + Penalty 2685.583117 = -413723.732683
  nChanged 4
		SP:Iteration 45Q (202634.200000 sec): 3 clusters
  Score: Raw -416409.983414 + Penalty 2685.583117 = -413724.400298
  nChanged 2
		SP:Iteration 46Q (202634.270000 sec): 3 clusters
  Score: Raw -416410.453086 + Penalty 2685.583117 = -413724.869969
  nChanged 1
		SP:Iteration 47Q (202634.340000 sec): 3 clusters
  Score: Raw -416410.758114 + Penalty 2685.583117 = -413725.174997
  nChanged 0
		SP:Iteration 48F (202634.410000 sec): 3 clusters
  Score: Raw -416410.758114 + Penalty 2685.583117 = -413725.174997
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 101 (1739 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (202634.470000 sec): 2 clusters
  Score: Raw -190566.353876 + Penalty 1212.423146 = -189353.930730
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (202634.500000 sec): 3 clusters
  Score: Raw -189901.315212 + Penalty 2424.846292 = -187476.468920
  nChanged 605
		SP:Iteration 1F (202634.540000 sec): 3 clusters
  Score: Raw -190410.880353 + Penalty 2424.846292 = -187986.034061
  nChanged 163
		SP:Iteration 2F (202634.570000 sec): 3 clusters
  Score: Raw -190604.767733 + Penalty 2424.846292 = -188179.921441
  nChanged 131
		SP:Iteration 3F (202634.600000 sec): 3 clusters
  Score: Raw -190756.894919 + Penalty 2424.846292 = -188332.048627
  nChanged 106
		SP:Iteration 4F (202634.630000 sec): 3 clusters
  Score: Raw -190920.414767 + Penalty 2424.846292 = -188495.568475
  nChanged 84
		SP:Iteration 5Q (202634.660000 sec): 3 clusters
  Score: Raw -191037.284650 + Penalty 2424.846292 = -188612.438358
  nChanged 74
		SP:Iteration 6Q (202634.700000 sec): 3 clusters
  Score: Raw -191116.933839 + Penalty 2424.846292 = -188692.087547
  nChanged 42
		SP:Iteration 7Q (202634.730000 sec): 3 clusters
  Score: Raw -191154.633011 + Penalty 2424.846292 = -188729.786719
  nChanged 33
		SP:Iteration 8Q (202634.760000 sec): 3 clusters
  Score: Raw -191178.814970 + Penalty 2424.846292 = -188753.968678
  nChanged 24
		SP:Iteration 9Q (202634.800000 sec): 3 clusters
  Score: Raw -191196.828061 + Penalty 2424.846292 = -188771.981768
  nChanged 11
		SP:Iteration 10Q (202634.820000 sec): 3 clusters
  Score: Raw -191204.999563 + Penalty 2424.846292 = -188780.153271
  nChanged 9
		SP:Iteration 11Q (202634.860000 sec): 3 clusters
  Score: Raw -191213.199410 + Penalty 2424.846292 = -188788.353118
  nChanged 9
		SP:Iteration 12Q (202634.890000 sec): 3 clusters
  Score: Raw -191218.845337 + Penalty 2424.846292 = -188793.999045
  nChanged 8
		SP:Iteration 13Q (202634.920000 sec): 3 clusters
  Score: Raw -191225.906369 + Penalty 2424.846292 = -188801.060077
  nChanged 11
		SP:Iteration 14Q (202634.950000 sec): 3 clusters
  Score: Raw -191231.842022 + Penalty 2424.846292 = -188806.995730
  nChanged 6
		SP:Iteration 15Q (202634.980000 sec): 3 clusters
  Score: Raw -191234.644133 + Penalty 2424.846292 = -188809.797841
  nChanged 3
		SP:Iteration 16Q (202635.020000 sec): 3 clusters
  Score: Raw -191235.409842 + Penalty 2424.846292 = -188810.563550
  nChanged 0
		SP:Iteration 17F (202635.050000 sec): 3 clusters
  Score: Raw -191235.409842 + Penalty 2424.846292 = -188810.563550
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 102 (475 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (202635.090000 sec): 2 clusters
  Score: Raw -54021.971787 + Penalty 1001.538656 = -53020.433131
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (202635.100000 sec): 3 clusters
  Score: Raw -54008.621121 + Penalty 2003.077311 = -52005.543809
  nChanged 108
		SP:Iteration 1F (202635.110000 sec): 3 clusters
  Score: Raw -54235.934596 + Penalty 2003.077311 = -52232.857285
  nChanged 30
		SP:Iteration 2F (202635.120000 sec): 3 clusters
  Score: Raw -54307.746070 + Penalty 2003.077311 = -52304.668759
  nChanged 12
		SP:Iteration 3Q (202635.130000 sec): 3 clusters
  Score: Raw -54341.413389 + Penalty 2003.077311 = -52338.336078
  nChanged 9
		SP:Iteration 4Q (202635.140000 sec): 3 clusters
  Score: Raw -54369.894086 + Penalty 2003.077311 = -52366.816775
  nChanged 12
		SP:Iteration 5Q (202635.150000 sec): 3 clusters
  Score: Raw -54395.134656 + Penalty 2003.077311 = -52392.057345
  nChanged 7
		SP:Iteration 6Q (202635.160000 sec): 3 clusters
  Score: Raw -54405.229287 + Penalty 2003.077311 = -52402.151975
  nChanged 4
		SP:Iteration 7Q (202635.170000 sec): 3 clusters
  Score: Raw -54411.399557 + Penalty 2003.077311 = -52408.322246
  nChanged 4
		SP:Iteration 8Q (202635.180000 sec): 3 clusters
  Score: Raw -54420.067416 + Penalty 2003.077311 = -52416.990105
  nChanged 2
		SP:Iteration 9Q (202635.190000 sec): 3 clusters
  Score: Raw -54424.697771 + Penalty 2003.077311 = -52421.620460
  nChanged 2
		SP:Iteration 10Q (202635.200000 sec): 3 clusters
  Score: Raw -54429.651161 + Penalty 2003.077311 = -52426.573850
  nChanged 3
		SP:Iteration 11Q (202635.210000 sec): 3 clusters
  Score: Raw -54439.102115 + Penalty 2003.077311 = -52436.024804
  nChanged 1
		SP:Iteration 12Q (202635.220000 sec): 3 clusters
  Score: Raw -54440.612785 + Penalty 2003.077311 = -52437.535474
  nChanged 0
		SP:Iteration 13F (202635.230000 sec): 3 clusters
  Score: Raw -54440.612785 + Penalty 2003.077311 = -52437.535474
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 103 (1388 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (202635.280000 sec): 2 clusters
  Score: Raw -156446.527058 + Penalty 1175.788110 = -155270.738948
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (202635.310000 sec): 3 clusters
  Score: Raw -155920.412506 + Penalty 2351.576221 = -153568.836285
  nChanged 439
		SP:Iteration 1F (202635.340000 sec): 3 clusters
  Score: Raw -156270.371522 + Penalty 2351.576221 = -153918.795301
  nChanged 122
		SP:Iteration 2F (202635.360000 sec): 3 clusters
  Score: Raw -156386.790749 + Penalty 2351.576221 = -154035.214528
  nChanged 67
		SP:Iteration 3Q (202635.390000 sec): 3 clusters
  Score: Raw -156442.794521 + Penalty 2351.576221 = -154091.218301
  nChanged 34
		SP:Iteration 4Q (202635.420000 sec): 3 clusters
  Score: Raw -156467.535170 + Penalty 2351.576221 = -154115.958949
  nChanged 22
		SP:Iteration 5Q (202635.440000 sec): 3 clusters
  Score: Raw -156485.327268 + Penalty 2351.576221 = -154133.751047
  nChanged 12
		SP:Iteration 6Q (202635.470000 sec): 3 clusters
  Score: Raw -156496.322675 + Penalty 2351.576221 = -154144.746454
  nChanged 17
		SP:Iteration 7Q (202635.500000 sec): 3 clusters
  Score: Raw -156514.316547 + Penalty 2351.576221 = -154162.740326
  nChanged 23
		SP:Iteration 8Q (202635.520000 sec): 3 clusters
  Score: Raw -156532.758884 + Penalty 2351.576221 = -154181.182664
  nChanged 18
		SP:Iteration 9Q (202635.550000 sec): 3 clusters
  Score: Raw -156545.099486 + Penalty 2351.576221 = -154193.523265
  nChanged 7
		SP:Iteration 10Q (202635.570000 sec): 3 clusters
  Score: Raw -156552.561864 + Penalty 2351.576221 = -154200.985643
  nChanged 9
		SP:Iteration 11Q (202635.600000 sec): 3 clusters
  Score: Raw -156559.335453 + Penalty 2351.576221 = -154207.759232
  nChanged 9
		SP:Iteration 12Q (202635.620000 sec): 3 clusters
  Score: Raw -156563.896546 + Penalty 2351.576221 = -154212.320325
  nChanged 1
		SP:Iteration 13Q (202635.650000 sec): 3 clusters
  Score: Raw -156564.208704 + Penalty 2351.576221 = -154212.632483
  nChanged 1
		SP:Iteration 14Q (202635.680000 sec): 3 clusters
  Score: Raw -156564.524489 + Penalty 2351.576221 = -154212.948268
  nChanged 0
		SP:Iteration 15F (202635.700000 sec): 3 clusters
  Score: Raw -156564.524489 + Penalty 2351.576221 = -154212.948268
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 104 (1488 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (202635.760000 sec): 2 clusters
  Score: Raw -167956.092276 + Penalty 1187.093085 = -166768.999191
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (202635.790000 sec): 3 clusters
  Score: Raw -167408.977108 + Penalty 2374.186170 = -165034.790938
  nChanged 484
		SP:Iteration 1F (202635.820000 sec): 3 clusters
  Score: Raw -167823.300045 + Penalty 2374.186170 = -165449.113875
  nChanged 144
		SP:Iteration 2F (202635.840000 sec): 3 clusters
  Score: Raw -167949.987127 + Penalty 2374.186170 = -165575.800957
  nChanged 83
		SP:Iteration 3F (202635.870000 sec): 3 clusters
  Score: Raw -168027.626358 + Penalty 2374.186170 = -165653.440188
  nChanged 53
		SP:Iteration 4Q (202635.900000 sec): 3 clusters
  Score: Raw -168077.105819 + Penalty 2374.186170 = -165702.919649
  nChanged 46
		SP:Iteration 5Q (202635.930000 sec): 3 clusters
  Score: Raw -168129.452324 + Penalty 2374.186170 = -165755.266154
  nChanged 39
		SP:Iteration 6Q (202635.960000 sec): 3 clusters
  Score: Raw -168170.341318 + Penalty 2374.186170 = -165796.155148
  nChanged 28
		SP:Iteration 7Q (202635.980000 sec): 3 clusters
  Score: Raw -168195.754789 + Penalty 2374.186170 = -165821.568619
  nChanged 29
		SP:Iteration 8Q (202636.010000 sec): 3 clusters
  Score: Raw -168219.086014 + Penalty 2374.186170 = -165844.899844
  nChanged 27
		SP:Iteration 9Q (202636.040000 sec): 3 clusters
  Score: Raw -168248.118157 + Penalty 2374.186170 = -165873.931987
  nChanged 29
		SP:Iteration 10Q (202636.060000 sec): 3 clusters
  Score: Raw -168281.508693 + Penalty 2374.186170 = -165907.322523
  nChanged 28
		SP:Iteration 11Q (202636.090000 sec): 3 clusters
  Score: Raw -168307.186065 + Penalty 2374.186170 = -165932.999895
  nChanged 25
		SP:Iteration 12Q (202636.120000 sec): 3 clusters
  Score: Raw -168326.253279 + Penalty 2374.186170 = -165952.067109
  nChanged 18
		SP:Iteration 13Q (202636.140000 sec): 3 clusters
  Score: Raw -168340.850400 + Penalty 2374.186170 = -165966.664230
  nChanged 21
		SP:Iteration 14Q (202636.170000 sec): 3 clusters
  Score: Raw -168363.310123 + Penalty 2374.186170 = -165989.123953
  nChanged 21
		SP:Iteration 15Q (202636.200000 sec): 3 clusters
  Score: Raw -168382.428728 + Penalty 2374.186170 = -166008.242558
  nChanged 15
		SP:Iteration 16Q (202636.230000 sec): 3 clusters
  Score: Raw -168392.297560 + Penalty 2374.186170 = -166018.111390
  nChanged 14
		SP:Iteration 17Q (202636.250000 sec): 3 clusters
  Score: Raw -168401.603829 + Penalty 2374.186170 = -166027.417659
  nChanged 9
		SP:Iteration 18Q (202636.280000 sec): 3 clusters
  Score: Raw -168409.905367 + Penalty 2374.186170 = -166035.719197
  nChanged 13
		SP:Iteration 19Q (202636.310000 sec): 3 clusters
  Score: Raw -168418.806588 + Penalty 2374.186170 = -166044.620418
  nChanged 10
		SP:Iteration 20F (202636.340000 sec): 3 clusters
  Score: Raw -168428.179464 + Penalty 2374.186170 = -166053.993294
  nChanged 12
		SP:Iteration 21Q (202636.360000 sec): 3 clusters
  Score: Raw -168434.914447 + Penalty 2374.186170 = -166060.728277
  nChanged 3
		SP:Iteration 22Q (202636.390000 sec): 3 clusters
  Score: Raw -168436.115587 + Penalty 2374.186170 = -166061.929417
  nChanged 2
		SP:Iteration 23Q (202636.420000 sec): 3 clusters
  Score: Raw -168437.417575 + Penalty 2374.186170 = -166063.231405
  nChanged 1
		SP:Iteration 24Q (202636.440000 sec): 3 clusters
  Score: Raw -168437.704182 + Penalty 2374.186170 = -166063.518012
  nChanged 1
		SP:Iteration 25Q (202636.470000 sec): 3 clusters
  Score: Raw -168438.234542 + Penalty 2374.186170 = -166064.048372
  nChanged 1
		SP:Iteration 26Q (202636.500000 sec): 3 clusters
  Score: Raw -168438.493745 + Penalty 2374.186170 = -166064.307575
  nChanged 0
		SP:Iteration 27F (202636.520000 sec): 3 clusters
  Score: Raw -168438.493745 + Penalty 2374.186170 = -166064.307575
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 105 (2960 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (202636.590000 sec): 2 clusters
  Score: Raw -337950.688165 + Penalty 1298.853489 = -336651.834676
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (202636.650000 sec): 3 clusters
  Score: Raw -336590.843289 + Penalty 2597.706978 = -333993.136311
  nChanged 1107
		SP:Iteration 1F (202636.700000 sec): 3 clusters
  Score: Raw -337273.865167 + Penalty 2597.706978 = -334676.158189
  nChanged 251
		SP:Iteration 2F (202636.760000 sec): 3 clusters
  Score: Raw -337450.392675 + Penalty 2597.706978 = -334852.685697
  nChanged 196
		SP:Iteration 3F (202636.810000 sec): 3 clusters
  Score: Raw -337603.385208 + Penalty 2597.706978 = -335005.678230
  nChanged 143
		SP:Iteration 4Q (202636.860000 sec): 3 clusters
  Score: Raw -337711.375171 + Penalty 2597.706978 = -335113.668194
  nChanged 116
		SP:Iteration 5Q (202636.920000 sec): 3 clusters
  Score: Raw -337805.506234 + Penalty 2597.706978 = -335207.799256
  nChanged 102
		SP:Iteration 6Q (202636.970000 sec): 3 clusters
  Score: Raw -337871.593948 + Penalty 2597.706978 = -335273.886970
  nChanged 68
		SP:Iteration 7Q (202637.020000 sec): 3 clusters
  Score: Raw -337909.620476 + Penalty 2597.706978 = -335311.913498
  nChanged 55
		SP:Iteration 8Q (202637.080000 sec): 3 clusters
  Score: Raw -337938.909868 + Penalty 2597.706978 = -335341.202891
  nChanged 44
		SP:Iteration 9Q (202637.130000 sec): 3 clusters
  Score: Raw -337962.284201 + Penalty 2597.706978 = -335364.577223
  nChanged 41
		SP:Iteration 10Q (202637.180000 sec): 3 clusters
  Score: Raw -337986.050253 + Penalty 2597.706978 = -335388.343276
  nChanged 44
		SP:Iteration 11Q (202637.240000 sec): 3 clusters
  Score: Raw -338014.341877 + Penalty 2597.706978 = -335416.634899
  nChanged 42
		SP:Iteration 12Q (202637.290000 sec): 3 clusters
  Score: Raw -338036.693637 + Penalty 2597.706978 = -335438.986659
  nChanged 38
		SP:Iteration 13Q (202637.340000 sec): 3 clusters
  Score: Raw -338058.246830 + Penalty 2597.706978 = -335460.539852
  nChanged 35
		SP:Iteration 14Q (202637.400000 sec): 3 clusters
  Score: Raw -338081.874196 + Penalty 2597.706978 = -335484.167218
  nChanged 43
		SP:Iteration 15Q (202637.450000 sec): 3 clusters
  Score: Raw -338107.471455 + Penalty 2597.706978 = -335509.764477
  nChanged 29
		SP:Iteration 16Q (202637.500000 sec): 3 clusters
  Score: Raw -338125.714974 + Penalty 2597.706978 = -335528.007996
  nChanged 31
		SP:Iteration 17Q (202637.560000 sec): 3 clusters
  Score: Raw -338147.287305 + Penalty 2597.706978 = -335549.580327
  nChanged 44
		SP:Iteration 18Q (202637.610000 sec): 3 clusters
  Score: Raw -338177.002032 + Penalty 2597.706978 = -335579.295054
  nChanged 36
		SP:Iteration 19Q (202637.660000 sec): 3 clusters
  Score: Raw -338198.149887 + Penalty 2597.706978 = -335600.442909
  nChanged 31
		SP:Iteration 20F (202637.720000 sec): 3 clusters
  Score: Raw -338221.969235 + Penalty 2597.706978 = -335624.262257
  nChanged 36
		SP:Iteration 21Q (202637.770000 sec): 3 clusters
  Score: Raw -338246.479426 + Penalty 2597.706978 = -335648.772448
  nChanged 44
		SP:Iteration 22Q (202637.820000 sec): 3 clusters
  Score: Raw -338270.483234 + Penalty 2597.706978 = -335672.776257
  nChanged 37
		SP:Iteration 23Q (202637.880000 sec): 3 clusters
  Score: Raw -338292.870073 + Penalty 2597.706978 = -335695.163095
  nChanged 33
		SP:Iteration 24Q (202637.930000 sec): 3 clusters
  Score: Raw -338318.778764 + Penalty 2597.706978 = -335721.071786
  nChanged 41
		SP:Iteration 25Q (202637.980000 sec): 3 clusters
  Score: Raw -338364.531441 + Penalty 2597.706978 = -335766.824463
  nChanged 45
		SP:Iteration 26Q (202638.030000 sec): 3 clusters
  Score: Raw -338402.969151 + Penalty 2597.706978 = -335805.262174
  nChanged 50
		SP:Iteration 27Q (202638.080000 sec): 3 clusters
  Score: Raw -338437.416643 + Penalty 2597.706978 = -335839.709665
  nChanged 45
		SP:Iteration 28Q (202638.140000 sec): 3 clusters
  Score: Raw -338476.822576 + Penalty 2597.706978 = -335879.115599
  nChanged 41
		SP:Iteration 29Q (202638.190000 sec): 3 clusters
  Score: Raw -338514.576962 + Penalty 2597.706978 = -335916.869984
  nChanged 48
		SP:Iteration 30Q (202638.240000 sec): 3 clusters
  Score: Raw -338551.299495 + Penalty 2597.706978 = -335953.592517
  nChanged 38
		SP:Iteration 31Q (202638.290000 sec): 3 clusters
  Score: Raw -338569.353306 + Penalty 2597.706978 = -335971.646328
  nChanged 23
		SP:Iteration 32Q (202638.340000 sec): 3 clusters
  Score: Raw -338578.181677 + Penalty 2597.706978 = -335980.474700
  nChanged 16
		SP:Iteration 33Q (202638.400000 sec): 3 clusters
  Score: Raw -338584.631679 + Penalty 2597.706978 = -335986.924701
  nChanged 10
		SP:Iteration 34Q (202638.450000 sec): 3 clusters
  Score: Raw -338588.501689 + Penalty 2597.706978 = -335990.794711
  nChanged 11
		SP:Iteration 35Q (202638.500000 sec): 3 clusters
  Score: Raw -338591.414178 + Penalty 2597.706978 = -335993.707200
  nChanged 2
		SP:Iteration 36Q (202638.560000 sec): 3 clusters
  Score: Raw -338592.743983 + Penalty 2597.706978 = -335995.037005
  nChanged 4
		SP:Iteration 37Q (202638.600000 sec): 3 clusters
  Score: Raw -338594.892864 + Penalty 2597.706978 = -335997.185886
  nChanged 2
		SP:Iteration 38Q (202638.660000 sec): 3 clusters
  Score: Raw -338595.515923 + Penalty 2597.706978 = -335997.808945
  nChanged 0
		SP:Iteration 39F (202638.710000 sec): 3 clusters
  Score: Raw -338595.515923 + Penalty 2597.706978 = -335997.808945
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 106 (3551 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (202638.780000 sec): 2 clusters
  Score: Raw -418755.015396 + Penalty 1328.434987 = -417426.580410
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (202638.840000 sec): 3 clusters
  Score: Raw -417013.048209 + Penalty 2656.869973 = -414356.178236
  nChanged 1338
		SP:Iteration 1F (202638.910000 sec): 3 clusters
  Score: Raw -417834.453454 + Penalty 2656.869973 = -415177.583481
  nChanged 323
		SP:Iteration 2F (202638.970000 sec): 3 clusters
  Score: Raw -418118.475329 + Penalty 2656.869973 = -415461.605356
  nChanged 269
		SP:Iteration 3F (202639.040000 sec): 3 clusters
  Score: Raw -418388.444705 + Penalty 2656.869973 = -415731.574732
  nChanged 253
		SP:Iteration 4F (202639.100000 sec): 3 clusters
  Score: Raw -418594.345176 + Penalty 2656.869973 = -415937.475203
  nChanged 190
		SP:Iteration 5F (202639.170000 sec): 3 clusters
  Score: Raw -418731.735781 + Penalty 2656.869973 = -416074.865808
  nChanged 155
		SP:Iteration 6Q (202639.230000 sec): 3 clusters
  Score: Raw -418836.797207 + Penalty 2656.869973 = -416179.927234
  nChanged 117
		SP:Iteration 7Q (202639.300000 sec): 3 clusters
  Score: Raw -418913.133917 + Penalty 2656.869973 = -416256.263944
  nChanged 98
		SP:Iteration 8Q (202639.360000 sec): 3 clusters
  Score: Raw -418967.938929 + Penalty 2656.869973 = -416311.068956
  nChanged 73
		SP:Iteration 9Q (202639.420000 sec): 3 clusters
  Score: Raw -419008.056731 + Penalty 2656.869973 = -416351.186757
  nChanged 59
		SP:Iteration 10Q (202639.480000 sec): 3 clusters
  Score: Raw -419037.473899 + Penalty 2656.869973 = -416380.603926
  nChanged 43
		SP:Iteration 11Q (202639.550000 sec): 3 clusters
  Score: Raw -419057.830036 + Penalty 2656.869973 = -416400.960063
  nChanged 32
		SP:Iteration 12Q (202639.610000 sec): 3 clusters
  Score: Raw -419071.351163 + Penalty 2656.869973 = -416414.481189
  nChanged 32
		SP:Iteration 13Q (202639.680000 sec): 3 clusters
  Score: Raw -419085.412016 + Penalty 2656.869973 = -416428.542043
  nChanged 29
		SP:Iteration 14Q (202639.740000 sec): 3 clusters
  Score: Raw -419099.924562 + Penalty 2656.869973 = -416443.054589
  nChanged 24
		SP:Iteration 15Q (202639.800000 sec): 3 clusters
  Score: Raw -419108.112474 + Penalty 2656.869973 = -416451.242501
  nChanged 16
		SP:Iteration 16Q (202639.870000 sec): 3 clusters
  Score: Raw -419113.645931 + Penalty 2656.869973 = -416456.775958
  nChanged 16
		SP:Iteration 17Q (202639.930000 sec): 3 clusters
  Score: Raw -419118.830345 + Penalty 2656.869973 = -416461.960372
  nChanged 10
		SP:Iteration 18Q (202639.990000 sec): 3 clusters
  Score: Raw -419122.182438 + Penalty 2656.869973 = -416465.312465
  nChanged 11
		SP:Iteration 19Q (202640.060000 sec): 3 clusters
  Score: Raw -419125.677009 + Penalty 2656.869973 = -416468.807036
  nChanged 10
		SP:Iteration 20F (202640.120000 sec): 3 clusters
  Score: Raw -419129.694730 + Penalty 2656.869973 = -416472.824756
  nChanged 11
		SP:Iteration 21Q (202640.180000 sec): 3 clusters
  Score: Raw -419133.505267 + Penalty 2656.869973 = -416476.635294
  nChanged 9
		SP:Iteration 22Q (202640.250000 sec): 3 clusters
  Score: Raw -419135.988598 + Penalty 2656.869973 = -416479.118625
  nChanged 6
		SP:Iteration 23Q (202640.310000 sec): 3 clusters
  Score: Raw -419137.735518 + Penalty 2656.869973 = -416480.865545
  nChanged 3
		SP:Iteration 24Q (202640.380000 sec): 3 clusters
  Score: Raw -419138.402818 + Penalty 2656.869973 = -416481.532845
  nChanged 3
		SP:Iteration 25Q (202640.440000 sec): 3 clusters
  Score: Raw -419139.423299 + Penalty 2656.869973 = -416482.553326
  nChanged 4
		SP:Iteration 26Q (202640.500000 sec): 3 clusters
  Score: Raw -419140.346839 + Penalty 2656.869973 = -416483.476866
  nChanged 1
		SP:Iteration 27Q (202640.570000 sec): 3 clusters
  Score: Raw -419140.756448 + Penalty 2656.869973 = -416483.886475
  nChanged 3
		SP:Iteration 28Q (202640.630000 sec): 3 clusters
  Score: Raw -419141.546985 + Penalty 2656.869973 = -416484.677012
  nChanged 2
		SP:Iteration 29Q (202640.700000 sec): 3 clusters
  Score: Raw -419142.185613 + Penalty 2656.869973 = -416485.315640
  nChanged 4
		SP:Iteration 30Q (202640.760000 sec): 3 clusters
  Score: Raw -419143.436840 + Penalty 2656.869973 = -416486.566867
  nChanged 2
		SP:Iteration 31Q (202640.820000 sec): 3 clusters
  Score: Raw -419143.912349 + Penalty 2656.869973 = -416487.042376
  nChanged 0
		SP:Iteration 32F (202640.890000 sec): 3 clusters
  Score: Raw -419143.912349 + Penalty 2656.869973 = -416487.042376
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 107 (15080 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (202641.070000 sec): 2 clusters
  Score: Raw -1791762.939837 + Penalty 1563.432754 = -1790199.507082
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (202641.290000 sec): 3 clusters
  Score: Raw -1782943.330639 + Penalty 3126.865509 = -1779816.465131
  nChanged 6662
		SP:Iteration 1F (202641.520000 sec): 3 clusters
  Score: Raw -1786589.920324 + Penalty 3126.865509 = -1783463.054816
  nChanged 831
		SP:Iteration 2F (202641.760000 sec): 3 clusters
  Score: Raw -1786922.464910 + Penalty 3126.865509 = -1783795.599402
  nChanged 812
		SP:Iteration 3F (202641.950000 sec): 3 clusters
  Score: Raw -1787283.579507 + Penalty 3126.865509 = -1784156.713999
  nChanged 882
		SP:Iteration 4F (202642.190000 sec): 3 clusters
  Score: Raw -1787711.032403 + Penalty 3126.865509 = -1784584.166894
  nChanged 892
		SP:Iteration 5F (202642.380000 sec): 3 clusters
  Score: Raw -1788226.773904 + Penalty 3126.865509 = -1785099.908396
  nChanged 935
		SP:Iteration 6F (202642.580000 sec): 3 clusters
  Score: Raw -1788791.447529 + Penalty 3126.865509 = -1785664.582021
  nChanged 890
		SP:Iteration 7F (202642.770000 sec): 3 clusters
  Score: Raw -1789355.604139 + Penalty 3126.865509 = -1786228.738631
  nChanged 833
		SP:Iteration 8F (202642.960000 sec): 3 clusters
  Score: Raw -1789907.140461 + Penalty 3126.865509 = -1786780.274953
  nChanged 698
		SP:Iteration 9Q (202643.160000 sec): 3 clusters
  Score: Raw -1790366.521564 + Penalty 3126.865509 = -1787239.656056
  nChanged 580
		SP:Iteration 10Q (202643.350000 sec): 3 clusters
  Score: Raw -1790753.116485 + Penalty 3126.865509 = -1787626.250976
  nChanged 462
		SP:Iteration 11Q (202643.550000 sec): 3 clusters
  Score: Raw -1791065.207184 + Penalty 3126.865509 = -1787938.341675
  nChanged 368
		SP:Iteration 12Q (202643.740000 sec): 3 clusters
  Score: Raw -1791323.257281 + Penalty 3126.865509 = -1788196.391772
  nChanged 268
		SP:Iteration 13Q (202643.930000 sec): 3 clusters
  Score: Raw -1791509.895146 + Penalty 3126.865509 = -1788383.029638
  nChanged 163
		SP:Iteration 14Q (202644.120000 sec): 3 clusters
  Score: Raw -1791625.409737 + Penalty 3126.865509 = -1788498.544229
  nChanged 140
		SP:Iteration 15Q (202644.300000 sec): 3 clusters
  Score: Raw -1791727.355300 + Penalty 3126.865509 = -1788600.489792
  nChanged 98
		SP:Iteration 16Q (202644.540000 sec): 3 clusters
  Score: Raw -1791805.162612 + Penalty 3126.865509 = -1788678.297103
  nChanged 78
		SP:Iteration 17Q (202644.730000 sec): 3 clusters
  Score: Raw -1791868.916955 + Penalty 3126.865509 = -1788742.051447
  nChanged 44
		SP:Iteration 18Q (202644.910000 sec): 3 clusters
  Score: Raw -1791903.228100 + Penalty 3126.865509 = -1788776.362592
  nChanged 22
		SP:Iteration 19Q (202645.140000 sec): 3 clusters
  Score: Raw -1791918.567089 + Penalty 3126.865509 = -1788791.701581
  nChanged 10
		SP:Iteration 20F (202645.330000 sec): 3 clusters
  Score: Raw -1791924.646866 + Penalty 3126.865509 = -1788797.781358
  nChanged 8
		SP:Iteration 21Q (202645.510000 sec): 3 clusters
  Score: Raw -1791930.023716 + Penalty 3126.865509 = -1788803.158208
  nChanged 11
		SP:Iteration 22Q (202645.680000 sec): 3 clusters
  Score: Raw -1791937.865580 + Penalty 3126.865509 = -1788811.000071
  nChanged 11
		SP:Iteration 23Q (202645.910000 sec): 3 clusters
  Score: Raw -1791944.822075 + Penalty 3126.865509 = -1788817.956567
  nChanged 5
		SP:Iteration 24Q (202646.140000 sec): 3 clusters
  Score: Raw -1791948.894890 + Penalty 3126.865509 = -1788822.029382
  nChanged 5
		SP:Iteration 25Q (202646.320000 sec): 3 clusters
  Score: Raw -1791951.118870 + Penalty 3126.865509 = -1788824.253361
  nChanged 3
		SP:Iteration 26Q (202646.490000 sec): 3 clusters
  Score: Raw -1791953.948741 + Penalty 3126.865509 = -1788827.083232
  nChanged 2
		SP:Iteration 27Q (202646.710000 sec): 3 clusters
  Score: Raw -1791955.074972 + Penalty 3126.865509 = -1788828.209464
  nChanged 2
		SP:Iteration 28Q (202646.940000 sec): 3 clusters
  Score: Raw -1791956.218728 + Penalty 3126.865509 = -1788829.353219
  nChanged 0
		SP:Iteration 29F (202647.130000 sec): 3 clusters
  Score: Raw -1791956.218728 + Penalty 3126.865509 = -1788829.353219
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 108 (1580 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (202647.190000 sec): 2 clusters
  Score: Raw -154660.550419 + Penalty 1196.841770 = -153463.708649
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (202647.230000 sec): 3 clusters
  Score: Raw -154085.951955 + Penalty 2393.683541 = -151692.268414
  nChanged 568
		SP:Iteration 1F (202647.260000 sec): 3 clusters
  Score: Raw -154747.931589 + Penalty 2393.683541 = -152354.248048
  nChanged 178
		SP:Iteration 2F (202647.290000 sec): 3 clusters
  Score: Raw -155013.351013 + Penalty 2393.683541 = -152619.667472
  nChanged 110
		SP:Iteration 3F (202647.330000 sec): 3 clusters
  Score: Raw -155116.615783 + Penalty 2393.683541 = -152722.932242
  nChanged 51
		SP:Iteration 4Q (202647.360000 sec): 3 clusters
  Score: Raw -155169.286405 + Penalty 2393.683541 = -152775.602864
  nChanged 40
		SP:Iteration 5Q (202647.390000 sec): 3 clusters
  Score: Raw -155211.568606 + Penalty 2393.683541 = -152817.885065
  nChanged 34
		SP:Iteration 6Q (202647.420000 sec): 3 clusters
  Score: Raw -155243.996941 + Penalty 2393.683541 = -152850.313400
  nChanged 24
		SP:Iteration 7Q (202647.450000 sec): 3 clusters
  Score: Raw -155268.109546 + Penalty 2393.683541 = -152874.426005
  nChanged 29
		SP:Iteration 8Q (202647.470000 sec): 3 clusters
  Score: Raw -155296.994767 + Penalty 2393.683541 = -152903.311226
  nChanged 29
		SP:Iteration 9Q (202647.500000 sec): 3 clusters
  Score: Raw -155324.293828 + Penalty 2393.683541 = -152930.610288
  nChanged 25
		SP:Iteration 10Q (202647.530000 sec): 3 clusters
  Score: Raw -155356.239635 + Penalty 2393.683541 = -152962.556094
  nChanged 33
		SP:Iteration 11Q (202647.560000 sec): 3 clusters
  Score: Raw -155409.422771 + Penalty 2393.683541 = -153015.739230
  nChanged 33
		SP:Iteration 12Q (202647.590000 sec): 3 clusters
  Score: Raw -155466.636297 + Penalty 2393.683541 = -153072.952756
  nChanged 24
		SP:Iteration 13Q (202647.620000 sec): 3 clusters
  Score: Raw -155498.772546 + Penalty 2393.683541 = -153105.089005
  nChanged 22
		SP:Iteration 14Q (202647.650000 sec): 3 clusters
  Score: Raw -155525.454779 + Penalty 2393.683541 = -153131.771239
  nChanged 16
		SP:Iteration 15Q (202647.670000 sec): 3 clusters
  Score: Raw -155541.497370 + Penalty 2393.683541 = -153147.813829
  nChanged 13
		SP:Iteration 16Q (202647.700000 sec): 3 clusters
  Score: Raw -155554.332913 + Penalty 2393.683541 = -153160.649373
  nChanged 12
		SP:Iteration 17Q (202647.730000 sec): 3 clusters
  Score: Raw -155566.765805 + Penalty 2393.683541 = -153173.082264
  nChanged 8
		SP:Iteration 18Q (202647.760000 sec): 3 clusters
  Score: Raw -155571.947884 + Penalty 2393.683541 = -153178.264343
  nChanged 3
		SP:Iteration 19Q (202647.790000 sec): 3 clusters
  Score: Raw -155573.197373 + Penalty 2393.683541 = -153179.513832
  nChanged 0
		SP:Iteration 20F (202647.820000 sec): 3 clusters
  Score: Raw -155573.197373 + Penalty 2393.683541 = -153179.513832
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 109 (4226 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (202647.890000 sec): 2 clusters
  Score: Raw -494378.121008 + Penalty 1356.714320 = -493021.406688
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (202647.980000 sec): 3 clusters
  Score: Raw -492334.943238 + Penalty 2713.428639 = -489621.514599
  nChanged 1667
		SP:Iteration 1F (202648.050000 sec): 3 clusters
  Score: Raw -493303.544375 + Penalty 2713.428639 = -490590.115736
  nChanged 294
		SP:Iteration 2F (202648.130000 sec): 3 clusters
  Score: Raw -493478.223803 + Penalty 2713.428639 = -490764.795163
  nChanged 213
		SP:Iteration 3F (202648.210000 sec): 3 clusters
  Score: Raw -493602.562000 + Penalty 2713.428639 = -490889.133361
  nChanged 165
		SP:Iteration 4Q (202648.280000 sec): 3 clusters
  Score: Raw -493699.266072 + Penalty 2713.428639 = -490985.837433
  nChanged 134
		SP:Iteration 5Q (202648.360000 sec): 3 clusters
  Score: Raw -493783.701968 + Penalty 2713.428639 = -491070.273329
  nChanged 125
		SP:Iteration 6Q (202648.430000 sec): 3 clusters
  Score: Raw -493865.071693 + Penalty 2713.428639 = -491151.643053
  nChanged 138
		SP:Iteration 7Q (202648.510000 sec): 3 clusters
  Score: Raw -493928.216501 + Penalty 2713.428639 = -491214.787862
  nChanged 114
		SP:Iteration 8Q (202648.590000 sec): 3 clusters
  Score: Raw -493980.938469 + Penalty 2713.428639 = -491267.509830
  nChanged 95
		SP:Iteration 9Q (202648.660000 sec): 3 clusters
  Score: Raw -494028.056468 + Penalty 2713.428639 = -491314.627828
  nChanged 99
		SP:Iteration 10Q (202648.740000 sec): 3 clusters
  Score: Raw -494072.581124 + Penalty 2713.428639 = -491359.152484
  nChanged 81
		SP:Iteration 11Q (202648.810000 sec): 3 clusters
  Score: Raw -494109.636521 + Penalty 2713.428639 = -491396.207882
  nChanged 75
		SP:Iteration 12Q (202648.890000 sec): 3 clusters
  Score: Raw -494142.461411 + Penalty 2713.428639 = -491429.032771
  nChanged 77
		SP:Iteration 13Q (202648.970000 sec): 3 clusters
  Score: Raw -494173.637149 + Penalty 2713.428639 = -491460.208510
  nChanged 65
		SP:Iteration 14Q (202649.040000 sec): 3 clusters
  Score: Raw -494198.473571 + Penalty 2713.428639 = -491485.044932
  nChanged 48
		SP:Iteration 15Q (202649.110000 sec): 3 clusters
  Score: Raw -494216.825557 + Penalty 2713.428639 = -491503.396918
  nChanged 43
		SP:Iteration 16Q (202649.190000 sec): 3 clusters
  Score: Raw -494234.448327 + Penalty 2713.428639 = -491521.019687
  nChanged 48
		SP:Iteration 17Q (202649.270000 sec): 3 clusters
  Score: Raw -494249.921808 + Penalty 2713.428639 = -491536.493169
  nChanged 41
		SP:Iteration 18Q (202649.340000 sec): 3 clusters
  Score: Raw -494263.461927 + Penalty 2713.428639 = -491550.033288
  nChanged 27
		SP:Iteration 19Q (202649.410000 sec): 3 clusters
  Score: Raw -494272.046933 + Penalty 2713.428639 = -491558.618294
  nChanged 20
		SP:Iteration 20F (202649.490000 sec): 3 clusters
  Score: Raw -494276.508155 + Penalty 2713.428639 = -491563.079515
  nChanged 19
		SP:Iteration 21Q (202649.570000 sec): 3 clusters
  Score: Raw -494280.384795 + Penalty 2713.428639 = -491566.956156
  nChanged 18
		SP:Iteration 22Q (202649.640000 sec): 3 clusters
  Score: Raw -494284.126814 + Penalty 2713.428639 = -491570.698174
  nChanged 13
		SP:Iteration 23Q (202649.720000 sec): 3 clusters
  Score: Raw -494287.944457 + Penalty 2713.428639 = -491574.515817
  nChanged 10
		SP:Iteration 24Q (202649.790000 sec): 3 clusters
  Score: Raw -494290.278020 + Penalty 2713.428639 = -491576.849380
  nChanged 9
		SP:Iteration 25Q (202649.870000 sec): 3 clusters
  Score: Raw -494292.857289 + Penalty 2713.428639 = -491579.428650
  nChanged 11
		SP:Iteration 26Q (202649.940000 sec): 3 clusters
  Score: Raw -494295.096734 + Penalty 2713.428639 = -491581.668095
  nChanged 11
		SP:Iteration 27Q (202650.020000 sec): 3 clusters
  Score: Raw -494297.112842 + Penalty 2713.428639 = -491583.684203
  nChanged 7
		SP:Iteration 28Q (202650.090000 sec): 3 clusters
  Score: Raw -494299.095392 + Penalty 2713.428639 = -491585.666752
  nChanged 7
		SP:Iteration 29Q (202650.170000 sec): 3 clusters
  Score: Raw -494300.345780 + Penalty 2713.428639 = -491586.917141
  nChanged 8
		SP:Iteration 30Q (202650.240000 sec): 3 clusters
  Score: Raw -494303.343501 + Penalty 2713.428639 = -491589.914862
  nChanged 6
		SP:Iteration 31Q (202650.320000 sec): 3 clusters
  Score: Raw -494305.061385 + Penalty 2713.428639 = -491591.632746
  nChanged 9
		SP:Iteration 32Q (202650.390000 sec): 3 clusters
  Score: Raw -494307.444940 + Penalty 2713.428639 = -491594.016300
  nChanged 7
		SP:Iteration 33Q (202650.470000 sec): 3 clusters
  Score: Raw -494310.570240 + Penalty 2713.428639 = -491597.141600
  nChanged 16
		SP:Iteration 34Q (202650.550000 sec): 3 clusters
  Score: Raw -494317.004282 + Penalty 2713.428639 = -491603.575642
  nChanged 25
		SP:Iteration 35Q (202650.620000 sec): 3 clusters
  Score: Raw -494327.183118 + Penalty 2713.428639 = -491613.754479
  nChanged 32
		SP:Iteration 36Q (202650.700000 sec): 3 clusters
  Score: Raw -494338.368019 + Penalty 2713.428639 = -491624.939379
  nChanged 35
		SP:Iteration 37Q (202650.770000 sec): 3 clusters
  Score: Raw -494350.567611 + Penalty 2713.428639 = -491637.138972
  nChanged 24
		SP:Iteration 38Q (202650.840000 sec): 3 clusters
  Score: Raw -494358.739734 + Penalty 2713.428639 = -491645.311095
  nChanged 30
		SP:Iteration 39Q (202650.920000 sec): 3 clusters
  Score: Raw -494369.189628 + Penalty 2713.428639 = -491655.760988
  nChanged 26
		SP:Iteration 40F (202650.990000 sec): 3 clusters
  Score: Raw -494379.947648 + Penalty 2713.428639 = -491666.519009
  nChanged 25
		SP:Iteration 41Q (202651.070000 sec): 3 clusters
  Score: Raw -494388.319378 + Penalty 2713.428639 = -491674.890739
  nChanged 18
		SP:Iteration 42Q (202651.150000 sec): 3 clusters
  Score: Raw -494393.478192 + Penalty 2713.428639 = -491680.049553
  nChanged 17
		SP:Iteration 43Q (202651.220000 sec): 3 clusters
  Score: Raw -494398.557098 + Penalty 2713.428639 = -491685.128459
  nChanged 13
		SP:Iteration 44Q (202651.290000 sec): 3 clusters
  Score: Raw -494402.901941 + Penalty 2713.428639 = -491689.473302
  nChanged 14
		SP:Iteration 45Q (202651.370000 sec): 3 clusters
  Score: Raw -494407.753595 + Penalty 2713.428639 = -491694.324955
  nChanged 14
		SP:Iteration 46Q (202651.450000 sec): 3 clusters
  Score: Raw -494411.437968 + Penalty 2713.428639 = -491698.009328
  nChanged 10
		SP:Iteration 47Q (202651.520000 sec): 3 clusters
  Score: Raw -494414.218345 + Penalty 2713.428639 = -491700.789706
  nChanged 8
		SP:Iteration 48Q (202651.590000 sec): 3 clusters
  Score: Raw -494416.753695 + Penalty 2713.428639 = -491703.325056
  nChanged 8
		SP:Iteration 49Q (202651.670000 sec): 3 clusters
  Score: Raw -494419.224689 + Penalty 2713.428639 = -491705.796050
  nChanged 7
		SP:Iteration 50Q (202651.750000 sec): 3 clusters
  Score: Raw -494420.927618 + Penalty 2713.428639 = -491707.498978
  nChanged 10
		SP:Iteration 51Q (202651.820000 sec): 3 clusters
  Score: Raw -494423.092821 + Penalty 2713.428639 = -491709.664181
  nChanged 7
		SP:Iteration 52Q (202651.890000 sec): 3 clusters
  Score: Raw -494425.095571 + Penalty 2713.428639 = -491711.666932
  nChanged 7
		SP:Iteration 53Q (202651.970000 sec): 3 clusters
  Score: Raw -494428.350920 + Penalty 2713.428639 = -491714.922281
  nChanged 6
		SP:Iteration 54Q (202652.040000 sec): 3 clusters
  Score: Raw -494429.645729 + Penalty 2713.428639 = -491716.217090
  nChanged 5
		SP:Iteration 55Q (202652.120000 sec): 3 clusters
  Score: Raw -494431.242404 + Penalty 2713.428639 = -491717.813765
  nChanged 5
		SP:Iteration 56Q (202652.190000 sec): 3 clusters
  Score: Raw -494432.780464 + Penalty 2713.428639 = -491719.351825
  nChanged 4
		SP:Iteration 57Q (202652.270000 sec): 3 clusters
  Score: Raw -494434.415865 + Penalty 2713.428639 = -491720.987226
  nChanged 8
		SP:Iteration 58Q (202652.350000 sec): 3 clusters
  Score: Raw -494437.342983 + Penalty 2713.428639 = -491723.914343
  nChanged 8
		SP:Iteration 59Q (202652.420000 sec): 3 clusters
  Score: Raw -494438.675261 + Penalty 2713.428639 = -491725.246622
  nChanged 7
		SP:Iteration 60F (202652.500000 sec): 3 clusters
  Score: Raw -494439.830043 + Penalty 2713.428639 = -491726.401403
  nChanged 3
		SP:Iteration 61Q (202652.570000 sec): 3 clusters
  Score: Raw -494440.349128 + Penalty 2713.428639 = -491726.920489
  nChanged 2
		SP:Iteration 62Q (202652.650000 sec): 3 clusters
  Score: Raw -494440.687349 + Penalty 2713.428639 = -491727.258710
  nChanged 2
		SP:Iteration 63Q (202652.720000 sec): 3 clusters
  Score: Raw -494441.311618 + Penalty 2713.428639 = -491727.882979
  nChanged 1
		SP:Iteration 64Q (202652.790000 sec): 3 clusters
  Score: Raw -494441.456071 + Penalty 2713.428639 = -491728.027432
  nChanged 1
		SP:Iteration 65Q (202652.870000 sec): 3 clusters
  Score: Raw -494441.557734 + Penalty 2713.428639 = -491728.129095
  nChanged 2
		SP:Iteration 66Q (202652.950000 sec): 3 clusters
  Score: Raw -494441.908128 + Penalty 2713.428639 = -491728.479488
  nChanged 1
		SP:Iteration 67Q (202653.020000 sec): 3 clusters
  Score: Raw -494442.058094 + Penalty 2713.428639 = -491728.629454
  nChanged 0
		SP:Iteration 68F (202653.100000 sec): 3 clusters
  Score: Raw -494442.058094 + Penalty 2713.428639 = -491728.629454
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 110 (2333 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (202653.160000 sec): 2 clusters
  Score: Raw -260241.664191 + Penalty 1260.172919 = -258981.491272
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (202653.210000 sec): 3 clusters
  Score: Raw -259244.785973 + Penalty 2520.345838 = -256724.440135
  nChanged 848
		SP:Iteration 1F (202653.250000 sec): 3 clusters
  Score: Raw -259802.875678 + Penalty 2520.345838 = -257282.529840
  nChanged 183
		SP:Iteration 2F (202653.290000 sec): 3 clusters
  Score: Raw -259961.949687 + Penalty 2520.345838 = -257441.603848
  nChanged 137
		SP:Iteration 3F (202653.330000 sec): 3 clusters
  Score: Raw -260062.644467 + Penalty 2520.345838 = -257542.298629
  nChanged 94
		SP:Iteration 4Q (202653.380000 sec): 3 clusters
  Score: Raw -260134.783387 + Penalty 2520.345838 = -257614.437548
  nChanged 84
		SP:Iteration 5Q (202653.420000 sec): 3 clusters
  Score: Raw -260197.672923 + Penalty 2520.345838 = -257677.327085
  nChanged 67
		SP:Iteration 6Q (202653.460000 sec): 3 clusters
  Score: Raw -260250.367701 + Penalty 2520.345838 = -257730.021863
  nChanged 62
		SP:Iteration 7Q (202653.510000 sec): 3 clusters
  Score: Raw -260300.636136 + Penalty 2520.345838 = -257780.290298
  nChanged 60
		SP:Iteration 8Q (202653.550000 sec): 3 clusters
  Score: Raw -260349.473660 + Penalty 2520.345838 = -257829.127822
  nChanged 50
		SP:Iteration 9Q (202653.590000 sec): 3 clusters
  Score: Raw -260379.981981 + Penalty 2520.345838 = -257859.636143
  nChanged 36
		SP:Iteration 10Q (202653.630000 sec): 3 clusters
  Score: Raw -260407.170141 + Penalty 2520.345838 = -257886.824303
  nChanged 38
		SP:Iteration 11Q (202653.680000 sec): 3 clusters
  Score: Raw -260431.171886 + Penalty 2520.345838 = -257910.826048
  nChanged 32
		SP:Iteration 12Q (202653.720000 sec): 3 clusters
  Score: Raw -260445.975474 + Penalty 2520.345838 = -257925.629636
  nChanged 23
		SP:Iteration 13Q (202653.760000 sec): 3 clusters
  Score: Raw -260459.666955 + Penalty 2520.345838 = -257939.321117
  nChanged 22
		SP:Iteration 14Q (202653.810000 sec): 3 clusters
  Score: Raw -260473.090231 + Penalty 2520.345838 = -257952.744392
  nChanged 27
		SP:Iteration 15Q (202653.850000 sec): 3 clusters
  Score: Raw -260490.230664 + Penalty 2520.345838 = -257969.884826
  nChanged 21
		SP:Iteration 16Q (202653.890000 sec): 3 clusters
  Score: Raw -260497.995607 + Penalty 2520.345838 = -257977.649769
  nChanged 22
		SP:Iteration 17Q (202653.930000 sec): 3 clusters
  Score: Raw -260511.802094 + Penalty 2520.345838 = -257991.456255
  nChanged 19
		SP:Iteration 18Q (202653.970000 sec): 3 clusters
  Score: Raw -260519.718312 + Penalty 2520.345838 = -257999.372474
  nChanged 17
		SP:Iteration 19Q (202654.020000 sec): 3 clusters
  Score: Raw -260529.128759 + Penalty 2520.345838 = -258008.782921
  nChanged 22
		SP:Iteration 20F (202654.060000 sec): 3 clusters
  Score: Raw -260540.028718 + Penalty 2520.345838 = -258019.682879
  nChanged 18
		SP:Iteration 21Q (202654.100000 sec): 3 clusters
  Score: Raw -260545.888581 + Penalty 2520.345838 = -258025.542743
  nChanged 10
		SP:Iteration 22Q (202654.140000 sec): 3 clusters
  Score: Raw -260549.430258 + Penalty 2520.345838 = -258029.084420
  nChanged 11
		SP:Iteration 23Q (202654.190000 sec): 3 clusters
  Score: Raw -260555.230905 + Penalty 2520.345838 = -258034.885066
  nChanged 15
		SP:Iteration 24Q (202654.230000 sec): 3 clusters
  Score: Raw -260564.270831 + Penalty 2520.345838 = -258043.924992
  nChanged 12
		SP:Iteration 25Q (202654.270000 sec): 3 clusters
  Score: Raw -260568.243957 + Penalty 2520.345838 = -258047.898119
  nChanged 10
		SP:Iteration 26Q (202654.310000 sec): 3 clusters
  Score: Raw -260573.012763 + Penalty 2520.345838 = -258052.666925
  nChanged 13
		SP:Iteration 27Q (202654.350000 sec): 3 clusters
  Score: Raw -260579.108847 + Penalty 2520.345838 = -258058.763009
  nChanged 15
		SP:Iteration 28Q (202654.400000 sec): 3 clusters
  Score: Raw -260585.648699 + Penalty 2520.345838 = -258065.302861
  nChanged 10
		SP:Iteration 29Q (202654.440000 sec): 3 clusters
  Score: Raw -260588.290387 + Penalty 2520.345838 = -258067.944549
  nChanged 9
		SP:Iteration 30Q (202654.480000 sec): 3 clusters
  Score: Raw -260592.111746 + Penalty 2520.345838 = -258071.765908
  nChanged 7
		SP:Iteration 31Q (202654.530000 sec): 3 clusters
  Score: Raw -260594.401719 + Penalty 2520.345838 = -258074.055881
  nChanged 6
		SP:Iteration 32Q (202654.570000 sec): 3 clusters
  Score: Raw -260596.438175 + Penalty 2520.345838 = -258076.092336
  nChanged 1
		SP:Iteration 33Q (202654.610000 sec): 3 clusters
  Score: Raw -260596.670216 + Penalty 2520.345838 = -258076.324378
  nChanged 1
		SP:Iteration 34Q (202654.650000 sec): 3 clusters
  Score: Raw -260597.023067 + Penalty 2520.345838 = -258076.677228
  nChanged 2
		SP:Iteration 35Q (202654.690000 sec): 3 clusters
  Score: Raw -260597.785605 + Penalty 2520.345838 = -258077.439766
  nChanged 0
		SP:Iteration 36F (202654.740000 sec): 3 clusters
  Score: Raw -260597.785605 + Penalty 2520.345838 = -258077.439766
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 111 (3999 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (202654.810000 sec): 2 clusters
  Score: Raw -466002.035608 + Penalty 1347.742436 = -464654.293172
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (202654.890000 sec): 3 clusters
  Score: Raw -464063.499528 + Penalty 2695.484873 = -461368.014655
  nChanged 1574
		SP:Iteration 1F (202654.960000 sec): 3 clusters
  Score: Raw -465064.830042 + Penalty 2695.484873 = -462369.345169
  nChanged 335
		SP:Iteration 2F (202655.030000 sec): 3 clusters
  Score: Raw -465317.819957 + Penalty 2695.484873 = -462622.335085
  nChanged 268
		SP:Iteration 3F (202655.110000 sec): 3 clusters
  Score: Raw -465522.628026 + Penalty 2695.484873 = -462827.143153
  nChanged 236
		SP:Iteration 4F (202655.180000 sec): 3 clusters
  Score: Raw -465725.502505 + Penalty 2695.484873 = -463030.017632
  nChanged 236
		SP:Iteration 5F (202655.250000 sec): 3 clusters
  Score: Raw -465907.642680 + Penalty 2695.484873 = -463212.157807
  nChanged 193
		SP:Iteration 6Q (202655.320000 sec): 3 clusters
  Score: Raw -466036.022177 + Penalty 2695.484873 = -463340.537305
  nChanged 142
		SP:Iteration 7Q (202655.390000 sec): 3 clusters
  Score: Raw -466112.339448 + Penalty 2695.484873 = -463416.854575
  nChanged 105
		SP:Iteration 8Q (202655.470000 sec): 3 clusters
  Score: Raw -466165.364137 + Penalty 2695.484873 = -463469.879264
  nChanged 88
		SP:Iteration 9Q (202655.530000 sec): 3 clusters
  Score: Raw -466204.930336 + Penalty 2695.484873 = -463509.445463
  nChanged 50
		SP:Iteration 10Q (202655.610000 sec): 3 clusters
  Score: Raw -466223.063416 + Penalty 2695.484873 = -463527.578543
  nChanged 40
		SP:Iteration 11Q (202655.680000 sec): 3 clusters
  Score: Raw -466238.307290 + Penalty 2695.484873 = -463542.822417
  nChanged 39
		SP:Iteration 12Q (202655.750000 sec): 3 clusters
  Score: Raw -466252.211781 + Penalty 2695.484873 = -463556.726909
  nChanged 35
		SP:Iteration 13Q (202655.820000 sec): 3 clusters
  Score: Raw -466264.162129 + Penalty 2695.484873 = -463568.677256
  nChanged 25
		SP:Iteration 14Q (202655.890000 sec): 3 clusters
  Score: Raw -466272.894592 + Penalty 2695.484873 = -463577.409719
  nChanged 15
		SP:Iteration 15Q (202655.960000 sec): 3 clusters
  Score: Raw -466277.375905 + Penalty 2695.484873 = -463581.891032
  nChanged 9
		SP:Iteration 16Q (202656.030000 sec): 3 clusters
  Score: Raw -466280.000498 + Penalty 2695.484873 = -463584.515625
  nChanged 10
		SP:Iteration 17Q (202656.110000 sec): 3 clusters
  Score: Raw -466282.243441 + Penalty 2695.484873 = -463586.758569
  nChanged 4
		SP:Iteration 18Q (202656.170000 sec): 3 clusters
  Score: Raw -466283.195835 + Penalty 2695.484873 = -463587.710962
  nChanged 4
		SP:Iteration 19Q (202656.250000 sec): 3 clusters
  Score: Raw -466284.457813 + Penalty 2695.484873 = -463588.972940
  nChanged 3
		SP:Iteration 20F (202656.320000 sec): 3 clusters
  Score: Raw -466285.085263 + Penalty 2695.484873 = -463589.600390
  nChanged 4
		SP:Iteration 21Q (202656.390000 sec): 3 clusters
  Score: Raw -466286.212271 + Penalty 2695.484873 = -463590.727398
  nChanged 6
		SP:Iteration 22Q (202656.460000 sec): 3 clusters
  Score: Raw -466287.807347 + Penalty 2695.484873 = -463592.322474
  nChanged 6
		SP:Iteration 23Q (202656.530000 sec): 3 clusters
  Score: Raw -466289.537106 + Penalty 2695.484873 = -463594.052233
  nChanged 5
		SP:Iteration 24Q (202656.610000 sec): 3 clusters
  Score: Raw -466290.568209 + Penalty 2695.484873 = -463595.083336
  nChanged 2
		SP:Iteration 25Q (202656.670000 sec): 3 clusters
  Score: Raw -466291.097632 + Penalty 2695.484873 = -463595.612759
  nChanged 1
		SP:Iteration 26Q (202656.750000 sec): 3 clusters
  Score: Raw -466291.214752 + Penalty 2695.484873 = -463595.729879
  nChanged 0
		SP:Iteration 27F (202656.820000 sec): 3 clusters
  Score: Raw -466291.214752 + Penalty 2695.484873 = -463595.729879
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 112 (729 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (202656.880000 sec): 2 clusters
  Score: Raw -85062.615843 + Penalty 1071.146981 = -83991.468862
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (202656.890000 sec): 3 clusters
  Score: Raw -84879.684908 + Penalty 2142.293963 = -82737.390945
  nChanged 199
		SP:Iteration 1F (202656.910000 sec): 3 clusters
  Score: Raw -85085.090199 + Penalty 2142.293963 = -82942.796236
  nChanged 55
		SP:Iteration 2F (202656.920000 sec): 3 clusters
  Score: Raw -85156.686553 + Penalty 2142.293963 = -83014.392590
  nChanged 28
		SP:Iteration 3Q (202656.940000 sec): 3 clusters
  Score: Raw -85197.456835 + Penalty 2142.293963 = -83055.162872
  nChanged 25
		SP:Iteration 4Q (202656.950000 sec): 3 clusters
  Score: Raw -85227.717937 + Penalty 2142.293963 = -83085.423974
  nChanged 13
		SP:Iteration 5Q (202656.960000 sec): 3 clusters
  Score: Raw -85240.487489 + Penalty 2142.293963 = -83098.193526
  nChanged 12
		SP:Iteration 6Q (202656.980000 sec): 3 clusters
  Score: Raw -85261.644815 + Penalty 2142.293963 = -83119.350852
  nChanged 16
		SP:Iteration 7Q (202656.990000 sec): 3 clusters
  Score: Raw -85276.032353 + Penalty 2142.293963 = -83133.738390
  nChanged 7
		SP:Iteration 8Q (202657.010000 sec): 3 clusters
  Score: Raw -85283.479123 + Penalty 2142.293963 = -83141.185160
  nChanged 4
		SP:Iteration 9Q (202657.020000 sec): 3 clusters
  Score: Raw -85286.454720 + Penalty 2142.293963 = -83144.160757
  nChanged 2
		SP:Iteration 10Q (202657.040000 sec): 3 clusters
  Score: Raw -85288.307242 + Penalty 2142.293963 = -83146.013279
  nChanged 2
		SP:Iteration 11Q (202657.050000 sec): 3 clusters
  Score: Raw -85290.886573 + Penalty 2142.293963 = -83148.592610
  nChanged 1
		SP:Iteration 12Q (202657.060000 sec): 3 clusters
  Score: Raw -85291.305565 + Penalty 2142.293963 = -83149.011602
  nChanged 1
		SP:Iteration 13Q (202657.080000 sec): 3 clusters
  Score: Raw -85293.266357 + Penalty 2142.293963 = -83150.972394
  nChanged 1
		SP:Iteration 14Q (202657.090000 sec): 3 clusters
  Score: Raw -85294.194097 + Penalty 2142.293963 = -83151.900134
  nChanged 0
		SP:Iteration 15F (202657.110000 sec): 3 clusters
  Score: Raw -85294.194097 + Penalty 2142.293963 = -83151.900134
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 113 (4090 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (202657.180000 sec): 2 clusters
  Score: Raw -469335.752026 + Penalty 1351.398790 = -467984.353236
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (202657.260000 sec): 3 clusters
  Score: Raw -467303.668865 + Penalty 2702.797581 = -464600.871284
  nChanged 1660
		SP:Iteration 1F (202657.340000 sec): 3 clusters
  Score: Raw -468258.067807 + Penalty 2702.797581 = -465555.270226
  nChanged 286
		SP:Iteration 2F (202657.410000 sec): 3 clusters
  Score: Raw -468412.995645 + Penalty 2702.797581 = -465710.198064
  nChanged 216
		SP:Iteration 3F (202657.480000 sec): 3 clusters
  Score: Raw -468543.694159 + Penalty 2702.797581 = -465840.896578
  nChanged 181
		SP:Iteration 4Q (202657.560000 sec): 3 clusters
  Score: Raw -468670.721834 + Penalty 2702.797581 = -465967.924253
  nChanged 177
		SP:Iteration 5Q (202657.630000 sec): 3 clusters
  Score: Raw -468804.431760 + Penalty 2702.797581 = -466101.634179
  nChanged 167
		SP:Iteration 6Q (202657.710000 sec): 3 clusters
  Score: Raw -468916.992742 + Penalty 2702.797581 = -466214.195161
  nChanged 147
		SP:Iteration 7Q (202657.780000 sec): 3 clusters
  Score: Raw -469016.261240 + Penalty 2702.797581 = -466313.463659
  nChanged 146
		SP:Iteration 8Q (202657.850000 sec): 3 clusters
  Score: Raw -469105.162525 + Penalty 2702.797581 = -466402.364944
  nChanged 120
		SP:Iteration 9Q (202657.930000 sec): 3 clusters
  Score: Raw -469168.178606 + Penalty 2702.797581 = -466465.381025
  nChanged 101
		SP:Iteration 10Q (202658.000000 sec): 3 clusters
  Score: Raw -469225.708095 + Penalty 2702.797581 = -466522.910514
  nChanged 94
		SP:Iteration 11Q (202658.070000 sec): 3 clusters
  Score: Raw -469276.690640 + Penalty 2702.797581 = -466573.893059
  nChanged 89
		SP:Iteration 12Q (202658.140000 sec): 3 clusters
  Score: Raw -469318.523810 + Penalty 2702.797581 = -466615.726229
  nChanged 75
		SP:Iteration 13Q (202658.220000 sec): 3 clusters
  Score: Raw -469354.172401 + Penalty 2702.797581 = -466651.374820
  nChanged 66
		SP:Iteration 14Q (202658.290000 sec): 3 clusters
  Score: Raw -469382.574950 + Penalty 2702.797581 = -466679.777369
  nChanged 65
		SP:Iteration 15Q (202658.360000 sec): 3 clusters
  Score: Raw -469412.748323 + Penalty 2702.797581 = -466709.950742
  nChanged 54
		SP:Iteration 16Q (202658.440000 sec): 3 clusters
  Score: Raw -469437.272604 + Penalty 2702.797581 = -466734.475023
  nChanged 58
		SP:Iteration 17Q (202658.510000 sec): 3 clusters
  Score: Raw -469461.730644 + Penalty 2702.797581 = -466758.933063
  nChanged 43
		SP:Iteration 18Q (202658.580000 sec): 3 clusters
  Score: Raw -469478.678514 + Penalty 2702.797581 = -466775.880933
  nChanged 42
		SP:Iteration 19Q (202658.660000 sec): 3 clusters
  Score: Raw -469496.846310 + Penalty 2702.797581 = -466794.048729
  nChanged 35
		SP:Iteration 20F (202658.730000 sec): 3 clusters
  Score: Raw -469510.426578 + Penalty 2702.797581 = -466807.628997
  nChanged 37
		SP:Iteration 21Q (202658.800000 sec): 3 clusters
  Score: Raw -469525.088605 + Penalty 2702.797581 = -466822.291024
  nChanged 36
		SP:Iteration 22Q (202658.870000 sec): 3 clusters
  Score: Raw -469541.382990 + Penalty 2702.797581 = -466838.585409
  nChanged 42
		SP:Iteration 23Q (202658.940000 sec): 3 clusters
  Score: Raw -469556.565454 + Penalty 2702.797581 = -466853.767873
  nChanged 33
		SP:Iteration 24Q (202659.020000 sec): 3 clusters
  Score: Raw -469566.788139 + Penalty 2702.797581 = -466863.990558
  nChanged 37
		SP:Iteration 25Q (202659.090000 sec): 3 clusters
  Score: Raw -469579.409601 + Penalty 2702.797581 = -466876.612020
  nChanged 31
		SP:Iteration 26Q (202659.160000 sec): 3 clusters
  Score: Raw -469589.143377 + Penalty 2702.797581 = -466886.345796
  nChanged 32
		SP:Iteration 27Q (202659.240000 sec): 3 clusters
  Score: Raw -469600.381891 + Penalty 2702.797581 = -466897.584310
  nChanged 33
		SP:Iteration 28Q (202659.310000 sec): 3 clusters
  Score: Raw -469610.328802 + Penalty 2702.797581 = -466907.531222
  nChanged 19
		SP:Iteration 29Q (202659.380000 sec): 3 clusters
  Score: Raw -469614.877968 + Penalty 2702.797581 = -466912.080387
  nChanged 15
		SP:Iteration 30Q (202659.450000 sec): 3 clusters
  Score: Raw -469619.089360 + Penalty 2702.797581 = -466916.291779
  nChanged 14
		SP:Iteration 31Q (202659.520000 sec): 3 clusters
  Score: Raw -469624.032251 + Penalty 2702.797581 = -466921.234670
  nChanged 16
		SP:Iteration 32Q (202659.600000 sec): 3 clusters
  Score: Raw -469629.203711 + Penalty 2702.797581 = -466926.406130
  nChanged 18
		SP:Iteration 33Q (202659.670000 sec): 3 clusters
  Score: Raw -469633.933981 + Penalty 2702.797581 = -466931.136400
  nChanged 14
		SP:Iteration 34Q (202659.740000 sec): 3 clusters
  Score: Raw -469638.493649 + Penalty 2702.797581 = -466935.696068
  nChanged 15
		SP:Iteration 35Q (202659.810000 sec): 3 clusters
  Score: Raw -469643.829074 + Penalty 2702.797581 = -466941.031493
  nChanged 15
		SP:Iteration 36Q (202659.880000 sec): 3 clusters
  Score: Raw -469648.437250 + Penalty 2702.797581 = -466945.639669
  nChanged 21
		SP:Iteration 37Q (202659.960000 sec): 3 clusters
  Score: Raw -469656.199434 + Penalty 2702.797581 = -466953.401853
  nChanged 20
		SP:Iteration 38Q (202660.030000 sec): 3 clusters
  Score: Raw -469665.921970 + Penalty 2702.797581 = -466963.124389
  nChanged 25
		SP:Iteration 39Q (202660.100000 sec): 3 clusters
  Score: Raw -469673.892520 + Penalty 2702.797581 = -466971.094939
  nChanged 25
		SP:Iteration 40F (202660.170000 sec): 3 clusters
  Score: Raw -469683.941684 + Penalty 2702.797581 = -466981.144104
  nChanged 18
		SP:Iteration 41Q (202660.240000 sec): 3 clusters
  Score: Raw -469692.777398 + Penalty 2702.797581 = -466989.979817
  nChanged 20
		SP:Iteration 42Q (202660.320000 sec): 3 clusters
  Score: Raw -469700.130836 + Penalty 2702.797581 = -466997.333255
  nChanged 14
		SP:Iteration 43Q (202660.390000 sec): 3 clusters
  Score: Raw -469706.795369 + Penalty 2702.797581 = -467003.997788
  nChanged 10
		SP:Iteration 44Q (202660.460000 sec): 3 clusters
  Score: Raw -469712.253912 + Penalty 2702.797581 = -467009.456331
  nChanged 17
		SP:Iteration 45Q (202660.530000 sec): 3 clusters
  Score: Raw -469717.832549 + Penalty 2702.797581 = -467015.034969
  nChanged 15
		SP:Iteration 46Q (202660.600000 sec): 3 clusters
  Score: Raw -469722.813102 + Penalty 2702.797581 = -467020.015522
  nChanged 11
		SP:Iteration 47Q (202660.670000 sec): 3 clusters
  Score: Raw -469725.805231 + Penalty 2702.797581 = -467023.007651
  nChanged 10
		SP:Iteration 48Q (202660.740000 sec): 3 clusters
  Score: Raw -469730.056770 + Penalty 2702.797581 = -467027.259189
  nChanged 8
		SP:Iteration 49Q (202660.820000 sec): 3 clusters
  Score: Raw -469732.747217 + Penalty 2702.797581 = -467029.949636
  nChanged 10
		SP:Iteration 50Q (202660.890000 sec): 3 clusters
  Score: Raw -469735.437410 + Penalty 2702.797581 = -467032.639829
  nChanged 3
		SP:Iteration 51Q (202660.960000 sec): 3 clusters
  Score: Raw -469736.229489 + Penalty 2702.797581 = -467033.431908
  nChanged 4
		SP:Iteration 52Q (202661.030000 sec): 3 clusters
  Score: Raw -469738.530772 + Penalty 2702.797581 = -467035.733191
  nChanged 11
		SP:Iteration 53Q (202661.100000 sec): 3 clusters
  Score: Raw -469744.445478 + Penalty 2702.797581 = -467041.647897
  nChanged 10
		SP:Iteration 54Q (202661.180000 sec): 3 clusters
  Score: Raw -469747.940339 + Penalty 2702.797581 = -467045.142758
  nChanged 11
		SP:Iteration 55Q (202661.240000 sec): 3 clusters
  Score: Raw -469753.620110 + Penalty 2702.797581 = -467050.822529
  nChanged 12
		SP:Iteration 56Q (202661.320000 sec): 3 clusters
  Score: Raw -469758.652688 + Penalty 2702.797581 = -467055.855107
  nChanged 9
		SP:Iteration 57Q (202661.390000 sec): 3 clusters
  Score: Raw -469762.620999 + Penalty 2702.797581 = -467059.823418
  nChanged 12
		SP:Iteration 58Q (202661.460000 sec): 3 clusters
  Score: Raw -469767.152723 + Penalty 2702.797581 = -467064.355142
  nChanged 11
		SP:Iteration 59Q (202661.530000 sec): 3 clusters
  Score: Raw -469772.206427 + Penalty 2702.797581 = -467069.408846
  nChanged 10
		SP:Iteration 60F (202661.600000 sec): 3 clusters
  Score: Raw -469776.145971 + Penalty 2702.797581 = -467073.348390
  nChanged 7
		SP:Iteration 61Q (202661.680000 sec): 3 clusters
  Score: Raw -469779.192406 + Penalty 2702.797581 = -467076.394825
  nChanged 12
		SP:Iteration 62Q (202661.750000 sec): 3 clusters
  Score: Raw -469786.514475 + Penalty 2702.797581 = -467083.716894
  nChanged 13
		SP:Iteration 63Q (202661.820000 sec): 3 clusters
  Score: Raw -469796.946154 + Penalty 2702.797581 = -467094.148574
  nChanged 8
		SP:Iteration 64Q (202661.890000 sec): 3 clusters
  Score: Raw -469800.688366 + Penalty 2702.797581 = -467097.890785
  nChanged 8
		SP:Iteration 65Q (202661.960000 sec): 3 clusters
  Score: Raw -469803.977955 + Penalty 2702.797581 = -467101.180374
  nChanged 5
		SP:Iteration 66Q (202662.030000 sec): 3 clusters
  Score: Raw -469805.675120 + Penalty 2702.797581 = -467102.877539
  nChanged 5
		SP:Iteration 67Q (202662.100000 sec): 3 clusters
  Score: Raw -469807.051976 + Penalty 2702.797581 = -467104.254395
  nChanged 4
		SP:Iteration 68Q (202662.180000 sec): 3 clusters
  Score: Raw -469808.061162 + Penalty 2702.797581 = -467105.263581
  nChanged 3
		SP:Iteration 69Q (202662.250000 sec): 3 clusters
  Score: Raw -469809.017353 + Penalty 2702.797581 = -467106.219773
  nChanged 3
		SP:Iteration 70Q (202662.320000 sec): 3 clusters
  Score: Raw -469809.971129 + Penalty 2702.797581 = -467107.173548
  nChanged 4
		SP:Iteration 71Q (202662.390000 sec): 3 clusters
  Score: Raw -469811.100164 + Penalty 2702.797581 = -467108.302583
  nChanged 2
		SP:Iteration 72Q (202662.460000 sec): 3 clusters
  Score: Raw -469811.613242 + Penalty 2702.797581 = -467108.815661
  nChanged 1
		SP:Iteration 73Q (202662.530000 sec): 3 clusters
  Score: Raw -469811.748632 + Penalty 2702.797581 = -467108.951051
  nChanged 0
		SP:Iteration 74F (202662.600000 sec): 3 clusters
  Score: Raw -469811.748632 + Penalty 2702.797581 = -467108.951051
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 114 (7599 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (202662.700000 sec): 2 clusters
  Score: Raw -909782.173496 + Penalty 1452.062940 = -908330.110556
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (202662.840000 sec): 3 clusters
  Score: Raw -905646.537645 + Penalty 2904.125880 = -902742.411765
  nChanged 3217
		SP:Iteration 1F (202662.950000 sec): 3 clusters
  Score: Raw -907433.904931 + Penalty 2904.125880 = -904529.779051
  nChanged 534
		SP:Iteration 2F (202663.060000 sec): 3 clusters
  Score: Raw -907786.664371 + Penalty 2904.125880 = -904882.538491
  nChanged 483
		SP:Iteration 3F (202663.170000 sec): 3 clusters
  Score: Raw -908092.785849 + Penalty 2904.125880 = -905188.659969
  nChanged 414
		SP:Iteration 4F (202663.280000 sec): 3 clusters
  Score: Raw -908348.081459 + Penalty 2904.125880 = -905443.955579
  nChanged 352
		SP:Iteration 5Q (202663.390000 sec): 3 clusters
  Score: Raw -908556.839982 + Penalty 2904.125880 = -905652.714102
  nChanged 322
		SP:Iteration 6Q (202663.500000 sec): 3 clusters
  Score: Raw -908736.611407 + Penalty 2904.125880 = -905832.485527
  nChanged 264
		SP:Iteration 7Q (202663.610000 sec): 3 clusters
  Score: Raw -908886.450782 + Penalty 2904.125880 = -905982.324902
  nChanged 226
		SP:Iteration 8Q (202663.720000 sec): 3 clusters
  Score: Raw -909031.517738 + Penalty 2904.125880 = -906127.391858
  nChanged 226
		SP:Iteration 9Q (202663.820000 sec): 3 clusters
  Score: Raw -909165.905170 + Penalty 2904.125880 = -906261.779290
  nChanged 199
		SP:Iteration 10Q (202663.930000 sec): 3 clusters
  Score: Raw -909283.797306 + Penalty 2904.125880 = -906379.671426
  nChanged 172
		SP:Iteration 11Q (202664.040000 sec): 3 clusters
  Score: Raw -909368.381934 + Penalty 2904.125880 = -906464.256054
  nChanged 153
		SP:Iteration 12Q (202664.150000 sec): 3 clusters
  Score: Raw -909432.537365 + Penalty 2904.125880 = -906528.411485
  nChanged 138
		SP:Iteration 13Q (202664.270000 sec): 3 clusters
  Score: Raw -909489.586735 + Penalty 2904.125880 = -906585.460855
  nChanged 127
		SP:Iteration 14Q (202664.390000 sec): 3 clusters
  Score: Raw -909540.526460 + Penalty 2904.125880 = -906636.400580
  nChanged 114
		SP:Iteration 15Q (202664.500000 sec): 3 clusters
  Score: Raw -909581.364438 + Penalty 2904.125880 = -906677.238558
  nChanged 92
		SP:Iteration 16Q (202664.620000 sec): 3 clusters
  Score: Raw -909614.396640 + Penalty 2904.125880 = -906710.270760
  nChanged 75
		SP:Iteration 17Q (202664.740000 sec): 3 clusters
  Score: Raw -909641.283634 + Penalty 2904.125880 = -906737.157754
  nChanged 78
		SP:Iteration 18Q (202664.860000 sec): 3 clusters
  Score: Raw -909670.755744 + Penalty 2904.125880 = -906766.629864
  nChanged 80
		SP:Iteration 19Q (202664.980000 sec): 3 clusters
  Score: Raw -909704.591140 + Penalty 2904.125880 = -906800.465260
  nChanged 82
		SP:Iteration 20F (202665.100000 sec): 3 clusters
  Score: Raw -909739.174258 + Penalty 2904.125880 = -906835.048378
  nChanged 82
		SP:Iteration 21Q (202665.230000 sec): 3 clusters
  Score: Raw -909767.053325 + Penalty 2904.125880 = -906862.927445
  nChanged 56
		SP:Iteration 22Q (202665.350000 sec): 3 clusters
  Score: Raw -909786.537740 + Penalty 2904.125880 = -906882.411860
  nChanged 59
		SP:Iteration 23Q (202665.460000 sec): 3 clusters
  Score: Raw -909808.546087 + Penalty 2904.125880 = -906904.420207
  nChanged 62
		SP:Iteration 24Q (202665.580000 sec): 3 clusters
  Score: Raw -909831.219056 + Penalty 2904.125880 = -906927.093176
  nChanged 59
		SP:Iteration 25Q (202665.700000 sec): 3 clusters
  Score: Raw -909850.097015 + Penalty 2904.125880 = -906945.971134
  nChanged 47
		SP:Iteration 26Q (202665.820000 sec): 3 clusters
  Score: Raw -909866.802804 + Penalty 2904.125880 = -906962.676924
  nChanged 42
		SP:Iteration 27Q (202665.940000 sec): 3 clusters
  Score: Raw -909881.326645 + Penalty 2904.125880 = -906977.200765
  nChanged 40
		SP:Iteration 28Q (202666.060000 sec): 3 clusters
  Score: Raw -909894.014194 + Penalty 2904.125880 = -906989.888314
  nChanged 33
		SP:Iteration 29Q (202666.180000 sec): 3 clusters
  Score: Raw -909906.084343 + Penalty 2904.125880 = -907001.958463
  nChanged 23
		SP:Iteration 30Q (202666.290000 sec): 3 clusters
  Score: Raw -909913.206420 + Penalty 2904.125880 = -907009.080540
  nChanged 22
		SP:Iteration 31Q (202666.410000 sec): 3 clusters
  Score: Raw -909921.070110 + Penalty 2904.125880 = -907016.944230
  nChanged 28
		SP:Iteration 32Q (202666.530000 sec): 3 clusters
  Score: Raw -909930.499605 + Penalty 2904.125880 = -907026.373725
  nChanged 21
		SP:Iteration 33Q (202666.650000 sec): 3 clusters
  Score: Raw -909937.136196 + Penalty 2904.125880 = -907033.010315
  nChanged 19
		SP:Iteration 34Q (202666.770000 sec): 3 clusters
  Score: Raw -909941.836449 + Penalty 2904.125880 = -907037.710569
  nChanged 19
		SP:Iteration 35Q (202666.890000 sec): 3 clusters
  Score: Raw -909948.440217 + Penalty 2904.125880 = -907044.314337
  nChanged 20
		SP:Iteration 36Q (202667.010000 sec): 3 clusters
  Score: Raw -909955.066926 + Penalty 2904.125880 = -907050.941046
  nChanged 22
		SP:Iteration 37Q (202667.120000 sec): 3 clusters
  Score: Raw -909961.402141 + Penalty 2904.125880 = -907057.276261
  nChanged 15
		SP:Iteration 38Q (202667.240000 sec): 3 clusters
  Score: Raw -909967.505676 + Penalty 2904.125880 = -907063.379796
  nChanged 16
		SP:Iteration 39Q (202667.360000 sec): 3 clusters
  Score: Raw -909974.667066 + Penalty 2904.125880 = -907070.541186
  nChanged 17
		SP:Iteration 40F (202667.480000 sec): 3 clusters
  Score: Raw -909979.911494 + Penalty 2904.125880 = -907075.785614
  nChanged 13
		SP:Iteration 41Q (202667.600000 sec): 3 clusters
  Score: Raw -909983.942041 + Penalty 2904.125880 = -907079.816160
  nChanged 14
		SP:Iteration 42Q (202667.720000 sec): 3 clusters
  Score: Raw -909989.792736 + Penalty 2904.125880 = -907085.666856
  nChanged 18
		SP:Iteration 43Q (202667.840000 sec): 3 clusters
  Score: Raw -909996.364474 + Penalty 2904.125880 = -907092.238594
  nChanged 24
		SP:Iteration 44Q (202667.960000 sec): 3 clusters
  Score: Raw -910006.199811 + Penalty 2904.125880 = -907102.073931
  nChanged 18
		SP:Iteration 45Q (202668.070000 sec): 3 clusters
  Score: Raw -910012.706784 + Penalty 2904.125880 = -907108.580903
  nChanged 15
		SP:Iteration 46Q (202668.190000 sec): 3 clusters
  Score: Raw -910017.471031 + Penalty 2904.125880 = -907113.345151
  nChanged 15
		SP:Iteration 47Q (202668.310000 sec): 3 clusters
  Score: Raw -910022.505281 + Penalty 2904.125880 = -907118.379401
  nChanged 17
		SP:Iteration 48Q (202668.430000 sec): 3 clusters
  Score: Raw -910027.736985 + Penalty 2904.125880 = -907123.611105
  nChanged 17
		SP:Iteration 49Q (202668.550000 sec): 3 clusters
  Score: Raw -910033.377053 + Penalty 2904.125880 = -907129.251173
  nChanged 10
		SP:Iteration 50Q (202668.660000 sec): 3 clusters
  Score: Raw -910036.119725 + Penalty 2904.125880 = -907131.993844
  nChanged 6
		SP:Iteration 51Q (202668.780000 sec): 3 clusters
  Score: Raw -910038.402795 + Penalty 2904.125880 = -907134.276915
  nChanged 5
		SP:Iteration 52Q (202668.900000 sec): 3 clusters
  Score: Raw -910039.786547 + Penalty 2904.125880 = -907135.660667
  nChanged 6
		SP:Iteration 53Q (202669.020000 sec): 3 clusters
  Score: Raw -910041.629816 + Penalty 2904.125880 = -907137.503936
  nChanged 3
		SP:Iteration 54Q (202669.130000 sec): 3 clusters
  Score: Raw -910042.374970 + Penalty 2904.125880 = -907138.249090
  nChanged 2
		SP:Iteration 55Q (202669.250000 sec): 3 clusters
  Score: Raw -910042.999838 + Penalty 2904.125880 = -907138.873958
  nChanged 4
		SP:Iteration 56Q (202669.370000 sec): 3 clusters
  Score: Raw -910044.717861 + Penalty 2904.125880 = -907140.591981
  nChanged 7
		SP:Iteration 57Q (202669.490000 sec): 3 clusters
  Score: Raw -910047.475674 + Penalty 2904.125880 = -907143.349794
  nChanged 12
		SP:Iteration 58Q (202669.600000 sec): 3 clusters
  Score: Raw -910051.704554 + Penalty 2904.125880 = -907147.578674
  nChanged 9
		SP:Iteration 59Q (202669.720000 sec): 3 clusters
  Score: Raw -910054.822957 + Penalty 2904.125880 = -907150.697077
  nChanged 4
		SP:Iteration 60F (202669.850000 sec): 3 clusters
  Score: Raw -910056.630823 + Penalty 2904.125880 = -907152.504943
  nChanged 6
		SP:Iteration 61Q (202669.960000 sec): 3 clusters
  Score: Raw -910059.370406 + Penalty 2904.125880 = -907155.244526
  nChanged 6
		SP:Iteration 62Q (202670.080000 sec): 3 clusters
  Score: Raw -910061.459222 + Penalty 2904.125880 = -907157.333342
  nChanged 9
		SP:Iteration 63Q (202670.200000 sec): 3 clusters
  Score: Raw -910063.800066 + Penalty 2904.125880 = -907159.674186
  nChanged 4
		SP:Iteration 64Q (202670.320000 sec): 3 clusters
  Score: Raw -910064.805003 + Penalty 2904.125880 = -907160.679123
  nChanged 1
		SP:Iteration 65Q (202670.430000 sec): 3 clusters
  Score: Raw -910064.946742 + Penalty 2904.125880 = -907160.820862
  nChanged 0
		SP:Iteration 66F (202670.560000 sec): 3 clusters
  Score: Raw -910064.946742 + Penalty 2904.125880 = -907160.820862
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 115 (3191 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (202670.630000 sec): 2 clusters
  Score: Raw -358170.924892 + Penalty 1311.064564 = -356859.860327
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (202670.700000 sec): 3 clusters
  Score: Raw -356683.318403 + Penalty 2622.129129 = -354061.189274
  nChanged 1206
		SP:Iteration 1F (202670.760000 sec): 3 clusters
  Score: Raw -357522.918494 + Penalty 2622.129129 = -354900.789365
  nChanged 303
		SP:Iteration 2F (202670.810000 sec): 3 clusters
  Score: Raw -357855.168068 + Penalty 2622.129129 = -355233.038939
  nChanged 248
		SP:Iteration 3F (202670.870000 sec): 3 clusters
  Score: Raw -358173.254719 + Penalty 2622.129129 = -355551.125590
  nChanged 222
		SP:Iteration 4F (202670.930000 sec): 3 clusters
  Score: Raw -358421.527543 + Penalty 2622.129129 = -355799.398415
  nChanged 154
		SP:Iteration 5Q (202670.990000 sec): 3 clusters
  Score: Raw -358558.389308 + Penalty 2622.129129 = -355936.260180
  nChanged 106
		SP:Iteration 6Q (202671.040000 sec): 3 clusters
  Score: Raw -358634.865748 + Penalty 2622.129129 = -356012.736620
  nChanged 83
		SP:Iteration 7Q (202671.100000 sec): 3 clusters
  Score: Raw -358679.500372 + Penalty 2622.129129 = -356057.371244
  nChanged 48
		SP:Iteration 8Q (202671.160000 sec): 3 clusters
  Score: Raw -358700.374178 + Penalty 2622.129129 = -356078.245049
  nChanged 34
		SP:Iteration 9Q (202671.220000 sec): 3 clusters
  Score: Raw -358714.244933 + Penalty 2622.129129 = -356092.115804
  nChanged 24
		SP:Iteration 10Q (202671.270000 sec): 3 clusters
  Score: Raw -358724.565823 + Penalty 2622.129129 = -356102.436694
  nChanged 17
		SP:Iteration 11Q (202671.330000 sec): 3 clusters
  Score: Raw -358729.880079 + Penalty 2622.129129 = -356107.750950
  nChanged 12
		SP:Iteration 12Q (202671.380000 sec): 3 clusters
  Score: Raw -358734.500432 + Penalty 2622.129129 = -356112.371303
  nChanged 15
		SP:Iteration 13Q (202671.440000 sec): 3 clusters
  Score: Raw -358739.421645 + Penalty 2622.129129 = -356117.292516
  nChanged 11
		SP:Iteration 14Q (202671.500000 sec): 3 clusters
  Score: Raw -358743.215556 + Penalty 2622.129129 = -356121.086428
  nChanged 10
		SP:Iteration 15Q (202671.560000 sec): 3 clusters
  Score: Raw -358746.598605 + Penalty 2622.129129 = -356124.469477
  nChanged 6
		SP:Iteration 16Q (202671.610000 sec): 3 clusters
  Score: Raw -358748.339544 + Penalty 2622.129129 = -356126.210415
  nChanged 3
		SP:Iteration 17Q (202671.670000 sec): 3 clusters
  Score: Raw -358748.948209 + Penalty 2622.129129 = -356126.819081
  nChanged 2
		SP:Iteration 18Q (202671.730000 sec): 3 clusters
  Score: Raw -358749.772712 + Penalty 2622.129129 = -356127.643583
  nChanged 2
		SP:Iteration 19Q (202671.780000 sec): 3 clusters
  Score: Raw -358750.120941 + Penalty 2622.129129 = -356127.991813
  nChanged 1
		SP:Iteration 20F (202671.840000 sec): 3 clusters
  Score: Raw -358750.244215 + Penalty 2622.129129 = -356128.115086
  nChanged 1
		SP:Iteration 21Q (202671.900000 sec): 3 clusters
  Score: Raw -358750.460428 + Penalty 2622.129129 = -356128.331299
  nChanged 1
		SP:Iteration 22Q (202671.960000 sec): 3 clusters
  Score: Raw -358750.649853 + Penalty 2622.129129 = -356128.520724
  nChanged 1
		SP:Iteration 23Q (202672.010000 sec): 3 clusters
  Score: Raw -358750.837698 + Penalty 2622.129129 = -356128.708569
  nChanged 0
		SP:Iteration 24F (202672.070000 sec): 3 clusters
  Score: Raw -358750.837698 + Penalty 2622.129129 = -356128.708569
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 116 (6670 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (202672.160000 sec): 2 clusters
  Score: Raw -760184.014858 + Penalty 1430.873460 = -758753.141398
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (202672.280000 sec): 3 clusters
  Score: Raw -756573.029714 + Penalty 2861.746920 = -753711.282794
  nChanged 2738
		SP:Iteration 1F (202672.380000 sec): 3 clusters
  Score: Raw -758170.143777 + Penalty 2861.746920 = -755308.396857
  nChanged 498
		SP:Iteration 2F (202672.480000 sec): 3 clusters
  Score: Raw -758426.202055 + Penalty 2861.746920 = -755564.455135
  nChanged 394
		SP:Iteration 3F (202672.590000 sec): 3 clusters
  Score: Raw -758661.860941 + Penalty 2861.746920 = -755800.114021
  nChanged 380
		SP:Iteration 4F (202672.690000 sec): 3 clusters
  Score: Raw -758936.219962 + Penalty 2861.746920 = -756074.473042
  nChanged 380
		SP:Iteration 5F (202672.800000 sec): 3 clusters
  Score: Raw -759220.510059 + Penalty 2861.746920 = -756358.763138
  nChanged 352
		SP:Iteration 6F (202672.900000 sec): 3 clusters
  Score: Raw -759492.316724 + Penalty 2861.746920 = -756630.569804
  nChanged 298
		SP:Iteration 7Q (202673.000000 sec): 3 clusters
  Score: Raw -759707.346645 + Penalty 2861.746920 = -756845.599725
  nChanged 247
		SP:Iteration 8Q (202673.100000 sec): 3 clusters
  Score: Raw -759866.616346 + Penalty 2861.746920 = -757004.869426
  nChanged 213
		SP:Iteration 9Q (202673.200000 sec): 3 clusters
  Score: Raw -759994.023747 + Penalty 2861.746920 = -757132.276827
  nChanged 176
		SP:Iteration 10Q (202673.310000 sec): 3 clusters
  Score: Raw -760110.738186 + Penalty 2861.746920 = -757248.991265
  nChanged 177
		SP:Iteration 11Q (202673.410000 sec): 3 clusters
  Score: Raw -760222.613454 + Penalty 2861.746920 = -757360.866534
  nChanged 144
		SP:Iteration 12Q (202673.510000 sec): 3 clusters
  Score: Raw -760317.259596 + Penalty 2861.746920 = -757455.512676
  nChanged 136
		SP:Iteration 13Q (202673.610000 sec): 3 clusters
  Score: Raw -760422.581269 + Penalty 2861.746920 = -757560.834349
  nChanged 143
		SP:Iteration 14Q (202673.710000 sec): 3 clusters
  Score: Raw -760516.724833 + Penalty 2861.746920 = -757654.977913
  nChanged 134
		SP:Iteration 15Q (202673.810000 sec): 3 clusters
  Score: Raw -760592.148322 + Penalty 2861.746920 = -757730.401402
  nChanged 91
		SP:Iteration 16Q (202673.910000 sec): 3 clusters
  Score: Raw -760638.913648 + Penalty 2861.746920 = -757777.166728
  nChanged 77
		SP:Iteration 17Q (202674.010000 sec): 3 clusters
  Score: Raw -760675.842969 + Penalty 2861.746920 = -757814.096048
  nChanged 57
		SP:Iteration 18Q (202674.120000 sec): 3 clusters
  Score: Raw -760694.756031 + Penalty 2861.746920 = -757833.009111
  nChanged 38
		SP:Iteration 19Q (202674.230000 sec): 3 clusters
  Score: Raw -760711.502426 + Penalty 2861.746920 = -757849.755506
  nChanged 36
		SP:Iteration 20F (202674.340000 sec): 3 clusters
  Score: Raw -760729.755780 + Penalty 2861.746920 = -757868.008860
  nChanged 34
		SP:Iteration 21Q (202674.450000 sec): 3 clusters
  Score: Raw -760746.000251 + Penalty 2861.746920 = -757884.253330
  nChanged 27
		SP:Iteration 22Q (202674.550000 sec): 3 clusters
  Score: Raw -760757.174138 + Penalty 2861.746920 = -757895.427218
  nChanged 29
		SP:Iteration 23Q (202674.660000 sec): 3 clusters
  Score: Raw -760764.498899 + Penalty 2861.746920 = -757902.751979
  nChanged 15
		SP:Iteration 24Q (202674.770000 sec): 3 clusters
  Score: Raw -760768.265875 + Penalty 2861.746920 = -757906.518954
  nChanged 9
		SP:Iteration 25Q (202674.880000 sec): 3 clusters
  Score: Raw -760770.154395 + Penalty 2861.746920 = -757908.407475
  nChanged 5
		SP:Iteration 26Q (202674.980000 sec): 3 clusters
  Score: Raw -760771.232362 + Penalty 2861.746920 = -757909.485441
  nChanged 7
		SP:Iteration 27Q (202675.090000 sec): 3 clusters
  Score: Raw -760773.186686 + Penalty 2861.746920 = -757911.439765
  nChanged 9
		SP:Iteration 28Q (202675.200000 sec): 3 clusters
  Score: Raw -760775.091923 + Penalty 2861.746920 = -757913.345003
  nChanged 9
		SP:Iteration 29Q (202675.310000 sec): 3 clusters
  Score: Raw -760777.277898 + Penalty 2861.746920 = -757915.530978
  nChanged 4
		SP:Iteration 30Q (202675.420000 sec): 3 clusters
  Score: Raw -760778.105969 + Penalty 2861.746920 = -757916.359049
  nChanged 2
		SP:Iteration 31Q (202675.540000 sec): 3 clusters
  Score: Raw -760778.557471 + Penalty 2861.746920 = -757916.810551
  nChanged 3
		SP:Iteration 32Q (202675.650000 sec): 3 clusters
  Score: Raw -760779.166472 + Penalty 2861.746920 = -757917.419552
  nChanged 2
		SP:Iteration 33Q (202675.760000 sec): 3 clusters
  Score: Raw -760779.399157 + Penalty 2861.746920 = -757917.652237
  nChanged 3
		SP:Iteration 34Q (202675.870000 sec): 3 clusters
  Score: Raw -760779.875899 + Penalty 2861.746920 = -757918.128979
  nChanged 1
		SP:Iteration 35Q (202675.980000 sec): 3 clusters
  Score: Raw -760780.016022 + Penalty 2861.746920 = -757918.269102
  nChanged 0
		SP:Iteration 36F (202676.100000 sec): 3 clusters
  Score: Raw -760780.016022 + Penalty 2861.746920 = -757918.269102
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 117 (661 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (202676.160000 sec): 2 clusters
  Score: Raw -74907.945842 + Penalty 1055.234999 = -73852.710843
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (202676.180000 sec): 3 clusters
  Score: Raw -74766.949008 + Penalty 2110.469998 = -72656.479010
  nChanged 171
		SP:Iteration 1F (202676.190000 sec): 3 clusters
  Score: Raw -74973.148668 + Penalty 2110.469998 = -72862.678670
  nChanged 42
		SP:Iteration 2F (202676.200000 sec): 3 clusters
  Score: Raw -75028.848397 + Penalty 2110.469998 = -72918.378399
  nChanged 30
		SP:Iteration 3Q (202676.220000 sec): 3 clusters
  Score: Raw -75072.532674 + Penalty 2110.469998 = -72962.062676
  nChanged 23
		SP:Iteration 4Q (202676.230000 sec): 3 clusters
  Score: Raw -75119.608847 + Penalty 2110.469998 = -73009.138849
  nChanged 19
		SP:Iteration 5Q (202676.240000 sec): 3 clusters
  Score: Raw -75149.989752 + Penalty 2110.469998 = -73039.519754
  nChanged 13
		SP:Iteration 6Q (202676.260000 sec): 3 clusters
  Score: Raw -75178.259531 + Penalty 2110.469998 = -73067.789533
  nChanged 8
		SP:Iteration 7Q (202676.270000 sec): 3 clusters
  Score: Raw -75192.395943 + Penalty 2110.469998 = -73081.925945
  nChanged 8
		SP:Iteration 8Q (202676.280000 sec): 3 clusters
  Score: Raw -75205.231120 + Penalty 2110.469998 = -73094.761122
  nChanged 11
		SP:Iteration 9Q (202676.290000 sec): 3 clusters
  Score: Raw -75226.595687 + Penalty 2110.469998 = -73116.125689
  nChanged 15
		SP:Iteration 10Q (202676.310000 sec): 3 clusters
  Score: Raw -75250.341169 + Penalty 2110.469998 = -73139.871171
  nChanged 11
		SP:Iteration 11Q (202676.320000 sec): 3 clusters
  Score: Raw -75272.950844 + Penalty 2110.469998 = -73162.480846
  nChanged 14
		SP:Iteration 12Q (202676.330000 sec): 3 clusters
  Score: Raw -75309.487287 + Penalty 2110.469998 = -73199.017289
  nChanged 14
		SP:Iteration 13Q (202676.340000 sec): 3 clusters
  Score: Raw -75353.988423 + Penalty 2110.469998 = -73243.518425
  nChanged 22
		SP:Iteration 14Q (202676.360000 sec): 3 clusters
  Score: Raw -75463.172706 + Penalty 2110.469998 = -73352.702708
  nChanged 22
		SP:Iteration 15Q (202676.370000 sec): 3 clusters
  Score: Raw -75594.625888 + Penalty 2110.469998 = -73484.155890
  nChanged 15
		SP:Iteration 16Q (202676.380000 sec): 3 clusters
  Score: Raw -75647.885645 + Penalty 2110.469998 = -73537.415647
  nChanged 10
		SP:Iteration 17Q (202676.400000 sec): 3 clusters
  Score: Raw -75664.595556 + Penalty 2110.469998 = -73554.125558
  nChanged 8
		SP:Iteration 18Q (202676.410000 sec): 3 clusters
  Score: Raw -75675.970916 + Penalty 2110.469998 = -73565.500918
  nChanged 4
		SP:Iteration 19Q (202676.420000 sec): 3 clusters
  Score: Raw -75680.592786 + Penalty 2110.469998 = -73570.122788
  nChanged 2
		SP:Iteration 20F (202676.440000 sec): 3 clusters
  Score: Raw -75684.135690 + Penalty 2110.469998 = -73573.665692
  nChanged 4
		SP:Iteration 21Q (202676.450000 sec): 3 clusters
  Score: Raw -75689.424616 + Penalty 2110.469998 = -73578.954618
  nChanged 3
		SP:Iteration 22Q (202676.460000 sec): 3 clusters
  Score: Raw -75694.941695 + Penalty 2110.469998 = -73584.471697
  nChanged 2
		SP:Iteration 23Q (202676.470000 sec): 3 clusters
  Score: Raw -75697.750163 + Penalty 2110.469998 = -73587.280165
  nChanged 3
		SP:Iteration 24Q (202676.490000 sec): 3 clusters
  Score: Raw -75703.598315 + Penalty 2110.469998 = -73593.128317
  nChanged 4
		SP:Iteration 25Q (202676.500000 sec): 3 clusters
  Score: Raw -75710.604162 + Penalty 2110.469998 = -73600.134164
  nChanged 3
		SP:Iteration 26Q (202676.510000 sec): 3 clusters
  Score: Raw -75714.237787 + Penalty 2110.469998 = -73603.767789
  nChanged 3
		SP:Iteration 27Q (202676.520000 sec): 3 clusters
  Score: Raw -75721.041361 + Penalty 2110.469998 = -73610.571363
  nChanged 2
		SP:Iteration 28Q (202676.540000 sec): 3 clusters
  Score: Raw -75724.509332 + Penalty 2110.469998 = -73614.039334
  nChanged 3
		SP:Iteration 29Q (202676.550000 sec): 3 clusters
  Score: Raw -75727.770720 + Penalty 2110.469998 = -73617.300722
  nChanged 0
		SP:Iteration 30F (202676.560000 sec): 3 clusters
  Score: Raw -75727.770720 + Penalty 2110.469998 = -73617.300722
  nChanged 0
Deleting Class 125 (203 points): Lose 1175.853578 but Gain 2250.366843
Iteration 259Q (203013.900000 sec): 125 clusters
  Score: Raw -119175067.048479 + Penalty 279045.488549 = -118896021.559930
  nChanged 7264
Iteration 260F (203458.780000 sec): 125 clusters
  Score: Raw -119177827.465438 + Penalty 279045.488549 = -118898781.976889
  nChanged 3628
Iteration 261Q (203794.570000 sec): 125 clusters
  Score: Raw -119179091.119585 + Penalty 279045.488549 = -118900045.631036
  nChanged 2780
Iteration 262Q (204130.680000 sec): 125 clusters
  Score: Raw -119179873.613604 + Penalty 279045.488549 = -118900828.125056
  nChanged 2355
Iteration 263Q (204467.080000 sec): 125 clusters
  Score: Raw -119180474.851124 + Penalty 279045.488549 = -118901429.362575
  nChanged 2071
Iteration 264Q (204803.610000 sec): 125 clusters
  Score: Raw -119180937.407508 + Penalty 279045.488549 = -118901891.918959
  nChanged 1821
Iteration 265Q (205139.280000 sec): 125 clusters
  Score: Raw -119181274.073659 + Penalty 279045.488549 = -118902228.585110
  nChanged 1604
Iteration 266Q (205474.980000 sec): 125 clusters
  Score: Raw -119181524.069138 + Penalty 279045.488549 = -118902478.580589
  nChanged 1457
Iteration 267Q (205811.510000 sec): 125 clusters
  Score: Raw -119181741.281280 + Penalty 279045.488549 = -118902695.792731
  nChanged 1286
Iteration 268Q (206147.450000 sec): 125 clusters
  Score: Raw -119181910.446732 + Penalty 279045.488549 = -118902864.958183
  nChanged 1094
Iteration 269Q (206483.900000 sec): 125 clusters
  Score: Raw -119182046.947234 + Penalty 279045.488549 = -118903001.458686
  nChanged 1008
Iteration 270Q (206820.450000 sec): 125 clusters
  Score: Raw -119182173.105328 + Penalty 279045.488549 = -118903127.616779
  nChanged 883
Iteration 271Q (207156.150000 sec): 125 clusters
  Score: Raw -119182277.017640 + Penalty 279045.488549 = -118903231.529091
  nChanged 815
Iteration 272Q (207492.560000 sec): 125 clusters
  Score: Raw -119182363.873322 + Penalty 279045.488549 = -118903318.384773
  nChanged 725
Iteration 273Q (207828.350000 sec): 125 clusters
  Score: Raw -119182443.476066 + Penalty 279045.488549 = -118903397.987517
  nChanged 666
Iteration 274Q (208164.890000 sec): 125 clusters
  Score: Raw -119182511.012367 + Penalty 279045.488549 = -118903465.523818
  nChanged 609
Iteration 275Q (208500.630000 sec): 125 clusters
  Score: Raw -119182566.475598 + Penalty 279045.488549 = -118903520.987049
  nChanged 551
Iteration 276Q (208836.420000 sec): 125 clusters
  Score: Raw -119182617.429965 + Penalty 279045.488549 = -118903571.941416
  nChanged 501
Iteration 277Q (209172.220000 sec): 125 clusters
  Score: Raw -119182661.320495 + Penalty 279045.488549 = -118903615.831947
  nChanged 471
Iteration 278Q (209507.930000 sec): 125 clusters
  Score: Raw -119182701.610950 + Penalty 279045.488549 = -118903656.122401
  nChanged 403
Iteration 279Q (209844.510000 sec): 125 clusters
  Score: Raw -119182739.293326 + Penalty 279045.488549 = -118903693.804778
  nChanged 375
Iteration 280F (210289.180000 sec): 125 clusters
  Score: Raw -119182877.244350 + Penalty 279045.488549 = -118903831.755802
  nChanged 329
Iteration 281Q (210625.670000 sec): 125 clusters
  Score: Raw -119183058.325551 + Penalty 279045.488549 = -118904012.837003
  nChanged 322
Iteration 282Q (210962.080000 sec): 125 clusters
  Score: Raw -119183129.212691 + Penalty 279045.488549 = -118904083.724142
  nChanged 325
Iteration 283Q (211298.600000 sec): 125 clusters
  Score: Raw -119183167.741944 + Penalty 279045.488549 = -118904122.253395
  nChanged 300
Iteration 284Q (211635.080000 sec): 125 clusters
  Score: Raw -119183200.377607 + Penalty 279045.488549 = -118904154.889058
  nChanged 263
Iteration 285Q (211971.720000 sec): 125 clusters
  Score: Raw -119183228.555455 + Penalty 279045.488549 = -118904183.066906
  nChanged 232
Iteration 286Q (212308.340000 sec): 125 clusters
  Score: Raw -119183248.402069 + Penalty 279045.488549 = -118904202.913521
  nChanged 178
Iteration 287Q (212644.790000 sec): 125 clusters
  Score: Raw -119183263.201520 + Penalty 279045.488549 = -118904217.712971
  nChanged 152
Iteration 288Q (212981.220000 sec): 125 clusters
  Score: Raw -119183275.261888 + Penalty 279045.488549 = -118904229.773339
  nChanged 143
Iteration 289Q (213316.970000 sec): 125 clusters
  Score: Raw -119183289.935813 + Penalty 279045.488549 = -118904244.447264
  nChanged 135
Iteration 290Q (213652.690000 sec): 125 clusters
  Score: Raw -119183304.567273 + Penalty 279045.488549 = -118904259.078724
  nChanged 126
Iteration 291Q (213988.320000 sec): 125 clusters
  Score: Raw -119183316.187894 + Penalty 279045.488549 = -118904270.699346
  nChanged 119
Iteration 292Q (214324.110000 sec): 125 clusters
  Score: Raw -119183325.952720 + Penalty 279045.488549 = -118904280.464171
  nChanged 103
Iteration 293Q (214659.910000 sec): 125 clusters
  Score: Raw -119183335.991750 + Penalty 279045.488549 = -118904290.503202
  nChanged 91
Iteration 294Q (214996.380000 sec): 125 clusters
  Score: Raw -119183343.149476 + Penalty 279045.488549 = -118904297.660928
  nChanged 73
Iteration 295Q (215332.930000 sec): 125 clusters
  Score: Raw -119183348.138668 + Penalty 279045.488549 = -118904302.650120
  nChanged 73
Iteration 296Q (215669.390000 sec): 125 clusters
  Score: Raw -119183353.097249 + Penalty 279045.488549 = -118904307.608700
  nChanged 51
Iteration 297Q (216005.110000 sec): 125 clusters
  Score: Raw -119183356.479617 + Penalty 279045.488549 = -118904310.991068
  nChanged 52
Iteration 298Q (216340.470000 sec): 125 clusters
  Score: Raw -119183360.330203 + Penalty 279045.488549 = -118904314.841654
  nChanged 42
Writing temp clu file 
Because OldScore, -118904310.991068, is greater than current (better) Score,-118904314.841654 
 Memory request: 0.00 GB would take us to total of 3.81 GB.
Compute initial score before splitting:   Score: Raw -119183360.330203 + Penalty 279045.488549 = -118904314.841654
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 1 (7836 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (216341.150000 sec): 2 clusters
  Score: Raw -960293.800237 + Penalty 1457.053614 = -958836.746623
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (216341.270000 sec): 3 clusters
  Score: Raw -956054.270842 + Penalty 2914.107228 = -953140.163614
  nChanged 3279
		SP:Iteration 1F (216341.390000 sec): 3 clusters
  Score: Raw -957935.295748 + Penalty 2914.107228 = -955021.188519
  nChanged 627
		SP:Iteration 2F (216341.510000 sec): 3 clusters
  Score: Raw -958388.952390 + Penalty 2914.107228 = -955474.845162
  nChanged 592
		SP:Iteration 3F (216341.630000 sec): 3 clusters
  Score: Raw -958794.657373 + Penalty 2914.107228 = -955880.550145
  nChanged 525
		SP:Iteration 4F (216341.750000 sec): 3 clusters
  Score: Raw -959133.357437 + Penalty 2914.107228 = -956219.250209
  nChanged 426
		SP:Iteration 5F (216341.870000 sec): 3 clusters
  Score: Raw -959378.926546 + Penalty 2914.107228 = -956464.819318
  nChanged 320
		SP:Iteration 6Q (216341.990000 sec): 3 clusters
  Score: Raw -959551.764113 + Penalty 2914.107228 = -956637.656884
  nChanged 238
		SP:Iteration 7Q (216342.110000 sec): 3 clusters
  Score: Raw -959692.457549 + Penalty 2914.107228 = -956778.350320
  nChanged 228
		SP:Iteration 8Q (216342.230000 sec): 3 clusters
  Score: Raw -959846.357743 + Penalty 2914.107228 = -956932.250515
  nChanged 217
		SP:Iteration 9Q (216342.350000 sec): 3 clusters
  Score: Raw -960028.754849 + Penalty 2914.107228 = -957114.647621
  nChanged 189
		SP:Iteration 10Q (216342.470000 sec): 3 clusters
  Score: Raw -960208.633719 + Penalty 2914.107228 = -957294.526491
  nChanged 174
		SP:Iteration 11Q (216342.590000 sec): 3 clusters
  Score: Raw -960390.723600 + Penalty 2914.107228 = -957476.616372
  nChanged 150
		SP:Iteration 12Q (216342.710000 sec): 3 clusters
  Score: Raw -960510.531485 + Penalty 2914.107228 = -957596.424257
  nChanged 104
		SP:Iteration 13Q (216342.830000 sec): 3 clusters
  Score: Raw -960579.766516 + Penalty 2914.107228 = -957665.659287
  nChanged 93
		SP:Iteration 14Q (216342.940000 sec): 3 clusters
  Score: Raw -960620.925805 + Penalty 2914.107228 = -957706.818577
  nChanged 60
		SP:Iteration 15Q (216343.060000 sec): 3 clusters
  Score: Raw -960645.949344 + Penalty 2914.107228 = -957731.842116
  nChanged 39
		SP:Iteration 16Q (216343.180000 sec): 3 clusters
  Score: Raw -960661.778637 + Penalty 2914.107228 = -957747.671409
  nChanged 28
		SP:Iteration 17Q (216343.300000 sec): 3 clusters
  Score: Raw -960672.173478 + Penalty 2914.107228 = -957758.066249
  nChanged 27
		SP:Iteration 18Q (216343.420000 sec): 3 clusters
  Score: Raw -960683.596871 + Penalty 2914.107228 = -957769.489642
  nChanged 26
		SP:Iteration 19Q (216343.540000 sec): 3 clusters
  Score: Raw -960692.276367 + Penalty 2914.107228 = -957778.169139
  nChanged 19
		SP:Iteration 20F (216343.660000 sec): 3 clusters
  Score: Raw -960698.104589 + Penalty 2914.107228 = -957783.997361
  nChanged 8
		SP:Iteration 21Q (216343.780000 sec): 3 clusters
  Score: Raw -960700.189997 + Penalty 2914.107228 = -957786.082769
  nChanged 13
		SP:Iteration 22Q (216343.900000 sec): 3 clusters
  Score: Raw -960703.491042 + Penalty 2914.107228 = -957789.383814
  nChanged 8
		SP:Iteration 23Q (216344.020000 sec): 3 clusters
  Score: Raw -960705.633113 + Penalty 2914.107228 = -957791.525885
  nChanged 3
		SP:Iteration 24Q (216344.140000 sec): 3 clusters
  Score: Raw -960706.059616 + Penalty 2914.107228 = -957791.952388
  nChanged 0
		SP:Iteration 25F (216344.270000 sec): 3 clusters
  Score: Raw -960706.059616 + Penalty 2914.107228 = -957791.952388
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 2 (9807 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (216344.400000 sec): 2 clusters
  Score: Raw -1106687.664141 + Penalty 1493.513401 = -1105194.150741
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (216344.530000 sec): 3 clusters
  Score: Raw -1101067.922687 + Penalty 2987.026801 = -1098080.895886
  nChanged 4273
		SP:Iteration 1F (216344.670000 sec): 3 clusters
  Score: Raw -1103442.371573 + Penalty 2987.026801 = -1100455.344772
  nChanged 648
		SP:Iteration 2F (216344.820000 sec): 3 clusters
  Score: Raw -1103735.716575 + Penalty 2987.026801 = -1100748.689774
  nChanged 546
		SP:Iteration 3F (216344.950000 sec): 3 clusters
  Score: Raw -1103976.797087 + Penalty 2987.026801 = -1100989.770286
  nChanged 477
		SP:Iteration 4Q (216345.100000 sec): 3 clusters
  Score: Raw -1104188.793978 + Penalty 2987.026801 = -1101201.767177
  nChanged 451
		SP:Iteration 5Q (216345.270000 sec): 3 clusters
  Score: Raw -1104403.688550 + Penalty 2987.026801 = -1101416.661749
  nChanged 477
		SP:Iteration 6Q (216345.410000 sec): 3 clusters
  Score: Raw -1104667.045945 + Penalty 2987.026801 = -1101680.019144
  nChanged 496
		SP:Iteration 7F (216345.550000 sec): 3 clusters
  Score: Raw -1104951.190083 + Penalty 2987.026801 = -1101964.163282
  nChanged 464
		SP:Iteration 8Q (216345.720000 sec): 3 clusters
  Score: Raw -1105204.127650 + Penalty 2987.026801 = -1102217.100849
  nChanged 446
		SP:Iteration 9Q (216345.870000 sec): 3 clusters
  Score: Raw -1105466.209936 + Penalty 2987.026801 = -1102479.183135
  nChanged 429
		SP:Iteration 10Q (216345.990000 sec): 3 clusters
  Score: Raw -1105750.644651 + Penalty 2987.026801 = -1102763.617850
  nChanged 366
		SP:Iteration 11Q (216346.140000 sec): 3 clusters
  Score: Raw -1105980.295230 + Penalty 2987.026801 = -1102993.268429
  nChanged 323
		SP:Iteration 12Q (216346.310000 sec): 3 clusters
  Score: Raw -1106196.471059 + Penalty 2987.026801 = -1103209.444258
  nChanged 274
		SP:Iteration 13Q (216346.460000 sec): 3 clusters
  Score: Raw -1106380.453261 + Penalty 2987.026801 = -1103393.426460
  nChanged 217
		SP:Iteration 14Q (216346.590000 sec): 3 clusters
  Score: Raw -1106521.130455 + Penalty 2987.026801 = -1103534.103654
  nChanged 184
		SP:Iteration 15Q (216346.730000 sec): 3 clusters
  Score: Raw -1106655.921282 + Penalty 2987.026801 = -1103668.894481
  nChanged 148
		SP:Iteration 16Q (216346.900000 sec): 3 clusters
  Score: Raw -1106756.231096 + Penalty 2987.026801 = -1103769.204295
  nChanged 115
		SP:Iteration 17Q (216347.050000 sec): 3 clusters
  Score: Raw -1106824.980048 + Penalty 2987.026801 = -1103837.953247
  nChanged 98
		SP:Iteration 18Q (216347.170000 sec): 3 clusters
  Score: Raw -1106889.839853 + Penalty 2987.026801 = -1103902.813052
  nChanged 74
		SP:Iteration 19Q (216347.310000 sec): 3 clusters
  Score: Raw -1106935.864885 + Penalty 2987.026801 = -1103948.838084
  nChanged 56
		SP:Iteration 20F (216347.480000 sec): 3 clusters
  Score: Raw -1106970.548514 + Penalty 2987.026801 = -1103983.521713
  nChanged 44
		SP:Iteration 21Q (216347.630000 sec): 3 clusters
  Score: Raw -1106992.898574 + Penalty 2987.026801 = -1104005.871773
  nChanged 30
		SP:Iteration 22Q (216347.750000 sec): 3 clusters
  Score: Raw -1107012.377880 + Penalty 2987.026801 = -1104025.351079
  nChanged 24
		SP:Iteration 23Q (216347.890000 sec): 3 clusters
  Score: Raw -1107026.882485 + Penalty 2987.026801 = -1104039.855684
  nChanged 13
		SP:Iteration 24Q (216348.050000 sec): 3 clusters
  Score: Raw -1107033.509789 + Penalty 2987.026801 = -1104046.482988
  nChanged 9
		SP:Iteration 25Q (216348.220000 sec): 3 clusters
  Score: Raw -1107037.951734 + Penalty 2987.026801 = -1104050.924933
  nChanged 6
		SP:Iteration 26Q (216348.360000 sec): 3 clusters
  Score: Raw -1107041.900761 + Penalty 2987.026801 = -1104054.873960
  nChanged 6
		SP:Iteration 27Q (216348.500000 sec): 3 clusters
  Score: Raw -1107046.540610 + Penalty 2987.026801 = -1104059.513809
  nChanged 11
		SP:Iteration 28Q (216348.670000 sec): 3 clusters
  Score: Raw -1107053.996826 + Penalty 2987.026801 = -1104066.970025
  nChanged 12
		SP:Iteration 29Q (216348.820000 sec): 3 clusters
  Score: Raw -1107062.610658 + Penalty 2987.026801 = -1104075.583857
  nChanged 13
		SP:Iteration 30Q (216348.940000 sec): 3 clusters
  Score: Raw -1107070.453961 + Penalty 2987.026801 = -1104083.427160
  nChanged 7
		SP:Iteration 31Q (216349.080000 sec): 3 clusters
  Score: Raw -1107075.020257 + Penalty 2987.026801 = -1104087.993456
  nChanged 3
		SP:Iteration 32Q (216349.250000 sec): 3 clusters
  Score: Raw -1107075.763877 + Penalty 2987.026801 = -1104088.737076
  nChanged 1
		SP:Iteration 33Q (216349.420000 sec): 3 clusters
  Score: Raw -1107076.177997 + Penalty 2987.026801 = -1104089.151196
  nChanged 1
		SP:Iteration 34Q (216349.550000 sec): 3 clusters
  Score: Raw -1107076.547729 + Penalty 2987.026801 = -1104089.520928
  nChanged 1
		SP:Iteration 35Q (216349.690000 sec): 3 clusters
  Score: Raw -1107076.651434 + Penalty 2987.026801 = -1104089.624633
  nChanged 0
		SP:Iteration 36F (216349.870000 sec): 3 clusters
  Score: Raw -1107076.651434 + Penalty 2987.026801 = -1104089.624633
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 3 (10761 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (216350.010000 sec): 2 clusters
  Score: Raw -1238081.868386 + Penalty 1508.598612 = -1236573.269774
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (216350.190000 sec): 3 clusters
  Score: Raw -1231950.748586 + Penalty 3017.197224 = -1228933.551362
  nChanged 4639
		SP:Iteration 1F (216350.330000 sec): 3 clusters
  Score: Raw -1234492.742937 + Penalty 3017.197224 = -1231475.545713
  nChanged 743
		SP:Iteration 2F (216350.510000 sec): 3 clusters
  Score: Raw -1234996.076088 + Penalty 3017.197224 = -1231978.878864
  nChanged 808
		SP:Iteration 3F (216350.660000 sec): 3 clusters
  Score: Raw -1235696.567286 + Penalty 3017.197224 = -1232679.370062
  nChanged 839
		SP:Iteration 4F (216350.810000 sec): 3 clusters
  Score: Raw -1236495.948011 + Penalty 3017.197224 = -1233478.750787
  nChanged 801
		SP:Iteration 5F (216351.000000 sec): 3 clusters
  Score: Raw -1237136.332204 + Penalty 3017.197224 = -1234119.134980
  nChanged 642
		SP:Iteration 6F (216351.140000 sec): 3 clusters
  Score: Raw -1237554.421409 + Penalty 3017.197224 = -1234537.224185
  nChanged 513
		SP:Iteration 7Q (216351.300000 sec): 3 clusters
  Score: Raw -1237888.775339 + Penalty 3017.197224 = -1234871.578115
  nChanged 438
		SP:Iteration 8Q (216351.480000 sec): 3 clusters
  Score: Raw -1238160.485640 + Penalty 3017.197224 = -1235143.288416
  nChanged 357
		SP:Iteration 9Q (216351.620000 sec): 3 clusters
  Score: Raw -1238369.695710 + Penalty 3017.197224 = -1235352.498486
  nChanged 324
		SP:Iteration 10Q (216351.780000 sec): 3 clusters
  Score: Raw -1238538.856021 + Penalty 3017.197224 = -1235521.658797
  nChanged 281
		SP:Iteration 11Q (216351.930000 sec): 3 clusters
  Score: Raw -1238680.233549 + Penalty 3017.197224 = -1235663.036325
  nChanged 214
		SP:Iteration 12Q (216352.080000 sec): 3 clusters
  Score: Raw -1238770.217449 + Penalty 3017.197224 = -1235753.020225
  nChanged 170
		SP:Iteration 13Q (216352.260000 sec): 3 clusters
  Score: Raw -1238831.721375 + Penalty 3017.197224 = -1235814.524151
  nChanged 133
		SP:Iteration 14Q (216352.400000 sec): 3 clusters
  Score: Raw -1238874.895908 + Penalty 3017.197224 = -1235857.698684
  nChanged 103
		SP:Iteration 15Q (216352.550000 sec): 3 clusters
  Score: Raw -1238903.028815 + Penalty 3017.197224 = -1235885.831591
  nChanged 86
		SP:Iteration 16Q (216352.720000 sec): 3 clusters
  Score: Raw -1238925.774860 + Penalty 3017.197224 = -1235908.577636
  nChanged 73
		SP:Iteration 17Q (216352.860000 sec): 3 clusters
  Score: Raw -1238942.981718 + Penalty 3017.197224 = -1235925.784494
  nChanged 75
		SP:Iteration 18Q (216353.020000 sec): 3 clusters
  Score: Raw -1238960.177065 + Penalty 3017.197224 = -1235942.979841
  nChanged 56
		SP:Iteration 19Q (216353.170000 sec): 3 clusters
  Score: Raw -1238969.388040 + Penalty 3017.197224 = -1235952.190816
  nChanged 39
		SP:Iteration 20F (216353.320000 sec): 3 clusters
  Score: Raw -1238976.828724 + Penalty 3017.197224 = -1235959.631500
  nChanged 29
		SP:Iteration 21Q (216353.490000 sec): 3 clusters
  Score: Raw -1238980.039110 + Penalty 3017.197224 = -1235962.841886
  nChanged 23
		SP:Iteration 22Q (216353.640000 sec): 3 clusters
  Score: Raw -1238983.241940 + Penalty 3017.197224 = -1235966.044716
  nChanged 19
		SP:Iteration 23Q (216353.780000 sec): 3 clusters
  Score: Raw -1238985.234209 + Penalty 3017.197224 = -1235968.036985
  nChanged 12
		SP:Iteration 24Q (216353.960000 sec): 3 clusters
  Score: Raw -1238986.668610 + Penalty 3017.197224 = -1235969.471386
  nChanged 12
		SP:Iteration 25Q (216354.100000 sec): 3 clusters
  Score: Raw -1238987.754258 + Penalty 3017.197224 = -1235970.557034
  nChanged 6
		SP:Iteration 26Q (216354.250000 sec): 3 clusters
  Score: Raw -1238988.163036 + Penalty 3017.197224 = -1235970.965812
  nChanged 4
		SP:Iteration 27Q (216354.420000 sec): 3 clusters
  Score: Raw -1238988.609969 + Penalty 3017.197224 = -1235971.412745
  nChanged 4
		SP:Iteration 28Q (216354.570000 sec): 3 clusters
  Score: Raw -1238988.971074 + Penalty 3017.197224 = -1235971.773850
  nChanged 4
		SP:Iteration 29Q (216354.720000 sec): 3 clusters
  Score: Raw -1238989.287657 + Penalty 3017.197224 = -1235972.090433
  nChanged 1
		SP:Iteration 30Q (216354.880000 sec): 3 clusters
  Score: Raw -1238989.332049 + Penalty 3017.197224 = -1235972.134825
  nChanged 2
		SP:Iteration 31Q (216355.020000 sec): 3 clusters
  Score: Raw -1238989.520675 + Penalty 3017.197224 = -1235972.323451
  nChanged 1
		SP:Iteration 32Q (216355.180000 sec): 3 clusters
  Score: Raw -1238989.593713 + Penalty 3017.197224 = -1235972.396489
  nChanged 0
		SP:Iteration 33F (216355.360000 sec): 3 clusters
  Score: Raw -1238989.593713 + Penalty 3017.197224 = -1235972.396489
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 4 (36761 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (216355.670000 sec): 2 clusters
  Score: Raw -4533882.844032 + Penalty 1708.231327 = -4532174.612705
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (216356.090000 sec): 3 clusters
  Score: Raw -4510884.638957 + Penalty 3416.462653 = -4507468.176304
  nChanged 17163
		SP:Iteration 1F (216356.480000 sec): 3 clusters
  Score: Raw -4520544.767402 + Penalty 3416.462653 = -4517128.304748
  nChanged 1589
		SP:Iteration 2Q (216356.840000 sec): 3 clusters
  Score: Raw -4521051.602154 + Penalty 3416.462653 = -4517635.139500
  nChanged 1754
		SP:Iteration 3Q (216357.250000 sec): 3 clusters
  Score: Raw -4521750.219624 + Penalty 3416.462653 = -4518333.756971
  nChanged 2066
		SP:Iteration 4F (216357.650000 sec): 3 clusters
  Score: Raw -4522803.716957 + Penalty 3416.462653 = -4519387.254304
  nChanged 2475
		SP:Iteration 5F (216358.000000 sec): 3 clusters
  Score: Raw -4524332.495657 + Penalty 3416.462653 = -4520916.033004
  nChanged 2661
		SP:Iteration 6F (216358.400000 sec): 3 clusters
  Score: Raw -4526131.426361 + Penalty 3416.462653 = -4522714.963708
  nChanged 2518
		SP:Iteration 7F (216358.800000 sec): 3 clusters
  Score: Raw -4527955.506384 + Penalty 3416.462653 = -4524539.043730
  nChanged 2277
		SP:Iteration 8F (216359.150000 sec): 3 clusters
  Score: Raw -4529662.089918 + Penalty 3416.462653 = -4526245.627265
  nChanged 1804
		SP:Iteration 9Q (216359.520000 sec): 3 clusters
  Score: Raw -4531014.542899 + Penalty 3416.462653 = -4527598.080246
  nChanged 1391
		SP:Iteration 10Q (216359.870000 sec): 3 clusters
  Score: Raw -4532068.573375 + Penalty 3416.462653 = -4528652.110722
  nChanged 1012
		SP:Iteration 11Q (216360.270000 sec): 3 clusters
  Score: Raw -4532800.760863 + Penalty 3416.462653 = -4529384.298210
  nChanged 655
		SP:Iteration 12Q (216360.660000 sec): 3 clusters
  Score: Raw -4533263.646333 + Penalty 3416.462653 = -4529847.183680
  nChanged 428
		SP:Iteration 13Q (216360.990000 sec): 3 clusters
  Score: Raw -4533573.976385 + Penalty 3416.462653 = -4530157.513731
  nChanged 265
		SP:Iteration 14Q (216361.320000 sec): 3 clusters
  Score: Raw -4533757.057710 + Penalty 3416.462653 = -4530340.595056
  nChanged 150
		SP:Iteration 15Q (216361.680000 sec): 3 clusters
  Score: Raw -4533876.996436 + Penalty 3416.462653 = -4530460.533783
  nChanged 113
		SP:Iteration 16Q (216362.000000 sec): 3 clusters
  Score: Raw -4533963.921832 + Penalty 3416.462653 = -4530547.459178
  nChanged 74
		SP:Iteration 17Q (216362.310000 sec): 3 clusters
  Score: Raw -4534016.247549 + Penalty 3416.462653 = -4530599.784896
  nChanged 40
		SP:Iteration 18Q (216362.680000 sec): 3 clusters
  Score: Raw -4534045.910252 + Penalty 3416.462653 = -4530629.447599
  nChanged 27
		SP:Iteration 19Q (216363.010000 sec): 3 clusters
  Score: Raw -4534070.830992 + Penalty 3416.462653 = -4530654.368338
  nChanged 23
		SP:Iteration 20F (216363.360000 sec): 3 clusters
  Score: Raw -4534088.040949 + Penalty 3416.462653 = -4530671.578296
  nChanged 12
		SP:Iteration 21Q (216363.730000 sec): 3 clusters
  Score: Raw -4534097.390857 + Penalty 3416.462653 = -4530680.928204
  nChanged 6
		SP:Iteration 22Q (216364.040000 sec): 3 clusters
  Score: Raw -4534102.533930 + Penalty 3416.462653 = -4530686.071276
  nChanged 9
		SP:Iteration 23Q (216364.350000 sec): 3 clusters
  Score: Raw -4534109.369320 + Penalty 3416.462653 = -4530692.906667
  nChanged 6
		SP:Iteration 24Q (216364.710000 sec): 3 clusters
  Score: Raw -4534114.673909 + Penalty 3416.462653 = -4530698.211256
  nChanged 5
		SP:Iteration 25Q (216365.050000 sec): 3 clusters
  Score: Raw -4534118.486290 + Penalty 3416.462653 = -4530702.023637
  nChanged 5
		SP:Iteration 26Q (216365.370000 sec): 3 clusters
  Score: Raw -4534122.178706 + Penalty 3416.462653 = -4530705.716052
  nChanged 7
		SP:Iteration 27Q (216365.730000 sec): 3 clusters
  Score: Raw -4534128.729084 + Penalty 3416.462653 = -4530712.266431
  nChanged 10
		SP:Iteration 28Q (216366.070000 sec): 3 clusters
  Score: Raw -4534133.613129 + Penalty 3416.462653 = -4530717.150475
  nChanged 5
		SP:Iteration 29Q (216366.380000 sec): 3 clusters
  Score: Raw -4534136.680590 + Penalty 3416.462653 = -4530720.217937
  nChanged 3
		SP:Iteration 30Q (216366.750000 sec): 3 clusters
  Score: Raw -4534138.100106 + Penalty 3416.462653 = -4530721.637452
  nChanged 2
		SP:Iteration 31Q (216367.080000 sec): 3 clusters
  Score: Raw -4534139.018217 + Penalty 3416.462653 = -4530722.555564
  nChanged 3
		SP:Iteration 32Q (216367.390000 sec): 3 clusters
  Score: Raw -4534140.885653 + Penalty 3416.462653 = -4530724.422999
  nChanged 4
		SP:Iteration 33Q (216367.750000 sec): 3 clusters
  Score: Raw -4534144.332914 + Penalty 3416.462653 = -4530727.870260
  nChanged 0
		SP:Iteration 34F (216368.130000 sec): 3 clusters
  Score: Raw -4534144.332914 + Penalty 3416.462653 = -4530727.870260
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 5 (6554 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (216368.200000 sec): 2 clusters
  Score: Raw -771754.797135 + Penalty 1428.022510 = -770326.774626
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (216368.330000 sec): 3 clusters
  Score: Raw -768234.676475 + Penalty 2856.045020 = -765378.631456
  nChanged 2733
		SP:Iteration 1F (216368.430000 sec): 3 clusters
  Score: Raw -769798.515529 + Penalty 2856.045020 = -766942.470509
  nChanged 502
		SP:Iteration 2F (216368.540000 sec): 3 clusters
  Score: Raw -770091.380571 + Penalty 2856.045020 = -767235.335551
  nChanged 415
		SP:Iteration 3F (216368.640000 sec): 3 clusters
  Score: Raw -770371.966368 + Penalty 2856.045020 = -767515.921349
  nChanged 401
		SP:Iteration 4F (216368.740000 sec): 3 clusters
  Score: Raw -770683.429763 + Penalty 2856.045020 = -767827.384744
  nChanged 386
		SP:Iteration 5F (216368.850000 sec): 3 clusters
  Score: Raw -770996.086163 + Penalty 2856.045020 = -768140.041144
  nChanged 397
		SP:Iteration 6F (216368.950000 sec): 3 clusters
  Score: Raw -771348.455225 + Penalty 2856.045020 = -768492.410205
  nChanged 378
		SP:Iteration 7F (216369.050000 sec): 3 clusters
  Score: Raw -771664.666774 + Penalty 2856.045020 = -768808.621755
  nChanged 316
		SP:Iteration 8Q (216369.150000 sec): 3 clusters
  Score: Raw -771900.303413 + Penalty 2856.045020 = -769044.258394
  nChanged 238
		SP:Iteration 9Q (216369.250000 sec): 3 clusters
  Score: Raw -772055.150011 + Penalty 2856.045020 = -769199.104992
  nChanged 191
		SP:Iteration 10Q (216369.350000 sec): 3 clusters
  Score: Raw -772174.616214 + Penalty 2856.045020 = -769318.571194
  nChanged 165
		SP:Iteration 11Q (216369.460000 sec): 3 clusters
  Score: Raw -772278.945028 + Penalty 2856.045020 = -769422.900009
  nChanged 130
		SP:Iteration 12Q (216369.570000 sec): 3 clusters
  Score: Raw -772356.162238 + Penalty 2856.045020 = -769500.117219
  nChanged 107
		SP:Iteration 13Q (216369.670000 sec): 3 clusters
  Score: Raw -772413.666636 + Penalty 2856.045020 = -769557.621616
  nChanged 96
		SP:Iteration 14Q (216369.770000 sec): 3 clusters
  Score: Raw -772468.682092 + Penalty 2856.045020 = -769612.637073
  nChanged 91
		SP:Iteration 15Q (216369.870000 sec): 3 clusters
  Score: Raw -772504.820396 + Penalty 2856.045020 = -769648.775376
  nChanged 65
		SP:Iteration 16Q (216369.970000 sec): 3 clusters
  Score: Raw -772530.101579 + Penalty 2856.045020 = -769674.056559
  nChanged 61
		SP:Iteration 17Q (216370.070000 sec): 3 clusters
  Score: Raw -772551.263644 + Penalty 2856.045020 = -769695.218624
  nChanged 42
		SP:Iteration 18Q (216370.170000 sec): 3 clusters
  Score: Raw -772566.116510 + Penalty 2856.045020 = -769710.071491
  nChanged 38
		SP:Iteration 19Q (216370.260000 sec): 3 clusters
  Score: Raw -772578.178890 + Penalty 2856.045020 = -769722.133870
  nChanged 25
		SP:Iteration 20F (216370.370000 sec): 3 clusters
  Score: Raw -772584.631962 + Penalty 2856.045020 = -769728.586943
  nChanged 24
		SP:Iteration 21Q (216370.460000 sec): 3 clusters
  Score: Raw -772590.643837 + Penalty 2856.045020 = -769734.598818
  nChanged 28
		SP:Iteration 22Q (216370.560000 sec): 3 clusters
  Score: Raw -772598.085965 + Penalty 2856.045020 = -769742.040945
  nChanged 30
		SP:Iteration 23Q (216370.660000 sec): 3 clusters
  Score: Raw -772607.025922 + Penalty 2856.045020 = -769750.980902
  nChanged 27
		SP:Iteration 24Q (216370.760000 sec): 3 clusters
  Score: Raw -772617.764852 + Penalty 2856.045020 = -769761.719833
  nChanged 30
		SP:Iteration 25Q (216370.860000 sec): 3 clusters
  Score: Raw -772626.925796 + Penalty 2856.045020 = -769770.880777
  nChanged 23
		SP:Iteration 26Q (216370.950000 sec): 3 clusters
  Score: Raw -772634.553061 + Penalty 2856.045020 = -769778.508041
  nChanged 30
		SP:Iteration 27Q (216371.050000 sec): 3 clusters
  Score: Raw -772643.700029 + Penalty 2856.045020 = -769787.655009
  nChanged 22
		SP:Iteration 28Q (216371.150000 sec): 3 clusters
  Score: Raw -772648.603696 + Penalty 2856.045020 = -769792.558676
  nChanged 19
		SP:Iteration 29Q (216371.250000 sec): 3 clusters
  Score: Raw -772653.931371 + Penalty 2856.045020 = -769797.886351
  nChanged 16
		SP:Iteration 30Q (216371.350000 sec): 3 clusters
  Score: Raw -772658.153467 + Penalty 2856.045020 = -769802.108447
  nChanged 16
		SP:Iteration 31Q (216371.450000 sec): 3 clusters
  Score: Raw -772662.599125 + Penalty 2856.045020 = -769806.554105
  nChanged 15
		SP:Iteration 32Q (216371.550000 sec): 3 clusters
  Score: Raw -772666.134101 + Penalty 2856.045020 = -769810.089081
  nChanged 8
		SP:Iteration 33Q (216371.640000 sec): 3 clusters
  Score: Raw -772667.790830 + Penalty 2856.045020 = -769811.745811
  nChanged 10
		SP:Iteration 34Q (216371.740000 sec): 3 clusters
  Score: Raw -772669.136833 + Penalty 2856.045020 = -769813.091814
  nChanged 6
		SP:Iteration 35Q (216371.840000 sec): 3 clusters
  Score: Raw -772670.725662 + Penalty 2856.045020 = -769814.680642
  nChanged 10
		SP:Iteration 36Q (216371.940000 sec): 3 clusters
  Score: Raw -772673.825083 + Penalty 2856.045020 = -769817.780064
  nChanged 16
		SP:Iteration 37Q (216372.050000 sec): 3 clusters
  Score: Raw -772678.106178 + Penalty 2856.045020 = -769822.061158
  nChanged 10
		SP:Iteration 38Q (216372.150000 sec): 3 clusters
  Score: Raw -772680.182963 + Penalty 2856.045020 = -769824.137944
  nChanged 10
		SP:Iteration 39Q (216372.250000 sec): 3 clusters
  Score: Raw -772682.205892 + Penalty 2856.045020 = -769826.160873
  nChanged 9
		SP:Iteration 40F (216372.350000 sec): 3 clusters
  Score: Raw -772683.479531 + Penalty 2856.045020 = -769827.434511
  nChanged 6
		SP:Iteration 41Q (216372.440000 sec): 3 clusters
  Score: Raw -772684.778933 + Penalty 2856.045020 = -769828.733913
  nChanged 4
		SP:Iteration 42Q (216372.540000 sec): 3 clusters
  Score: Raw -772685.254430 + Penalty 2856.045020 = -769829.209411
  nChanged 4
		SP:Iteration 43Q (216372.640000 sec): 3 clusters
  Score: Raw -772685.769073 + Penalty 2856.045020 = -769829.724053
  nChanged 3
		SP:Iteration 44Q (216372.740000 sec): 3 clusters
  Score: Raw -772686.211838 + Penalty 2856.045020 = -769830.166818
  nChanged 2
		SP:Iteration 45Q (216372.830000 sec): 3 clusters
  Score: Raw -772686.450543 + Penalty 2856.045020 = -769830.405523
  nChanged 2
		SP:Iteration 46Q (216372.930000 sec): 3 clusters
  Score: Raw -772686.920386 + Penalty 2856.045020 = -769830.875366
  nChanged 5
		SP:Iteration 47Q (216373.030000 sec): 3 clusters
  Score: Raw -772687.706860 + Penalty 2856.045020 = -769831.661841
  nChanged 4
		SP:Iteration 48Q (216373.130000 sec): 3 clusters
  Score: Raw -772688.195682 + Penalty 2856.045020 = -769832.150662
  nChanged 1
		SP:Iteration 49Q (216373.230000 sec): 3 clusters
  Score: Raw -772688.263550 + Penalty 2856.045020 = -769832.218530
  nChanged 0
		SP:Iteration 50F (216373.330000 sec): 3 clusters
  Score: Raw -772688.263550 + Penalty 2856.045020 = -769832.218530
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 6 (2718 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (216373.400000 sec): 2 clusters
  Score: Raw -304928.018826 + Penalty 1284.993384 = -303643.025442
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (216373.450000 sec): 3 clusters
  Score: Raw -303699.932592 + Penalty 2569.986768 = -301129.945824
  nChanged 1042
		SP:Iteration 1F (216373.500000 sec): 3 clusters
  Score: Raw -304406.493549 + Penalty 2569.986768 = -301836.506781
  nChanged 234
		SP:Iteration 2F (216373.550000 sec): 3 clusters
  Score: Raw -304592.524133 + Penalty 2569.986768 = -302022.537364
  nChanged 151
		SP:Iteration 3F (216373.600000 sec): 3 clusters
  Score: Raw -304693.962470 + Penalty 2569.986768 = -302123.975701
  nChanged 123
		SP:Iteration 4Q (216373.650000 sec): 3 clusters
  Score: Raw -304779.274861 + Penalty 2569.986768 = -302209.288093
  nChanged 110
		SP:Iteration 5Q (216373.700000 sec): 3 clusters
  Score: Raw -304860.492028 + Penalty 2569.986768 = -302290.505260
  nChanged 91
		SP:Iteration 6Q (216373.750000 sec): 3 clusters
  Score: Raw -304918.270207 + Penalty 2569.986768 = -302348.283439
  nChanged 75
		SP:Iteration 7Q (216373.800000 sec): 3 clusters
  Score: Raw -304976.549100 + Penalty 2569.986768 = -302406.562331
  nChanged 81
		SP:Iteration 8Q (216373.850000 sec): 3 clusters
  Score: Raw -305035.212705 + Penalty 2569.986768 = -302465.225937
  nChanged 77
		SP:Iteration 9Q (216373.900000 sec): 3 clusters
  Score: Raw -305088.351858 + Penalty 2569.986768 = -302518.365090
  nChanged 56
		SP:Iteration 10Q (216373.950000 sec): 3 clusters
  Score: Raw -305120.234713 + Penalty 2569.986768 = -302550.247945
  nChanged 46
		SP:Iteration 11Q (216374.000000 sec): 3 clusters
  Score: Raw -305141.922745 + Penalty 2569.986768 = -302571.935977
  nChanged 37
		SP:Iteration 12Q (216374.050000 sec): 3 clusters
  Score: Raw -305162.229452 + Penalty 2569.986768 = -302592.242684
  nChanged 36
		SP:Iteration 13Q (216374.100000 sec): 3 clusters
  Score: Raw -305180.028606 + Penalty 2569.986768 = -302610.041838
  nChanged 36
		SP:Iteration 14Q (216374.150000 sec): 3 clusters
  Score: Raw -305202.347633 + Penalty 2569.986768 = -302632.360865
  nChanged 34
		SP:Iteration 15Q (216374.200000 sec): 3 clusters
  Score: Raw -305220.351577 + Penalty 2569.986768 = -302650.364809
  nChanged 29
		SP:Iteration 16Q (216374.250000 sec): 3 clusters
  Score: Raw -305236.704293 + Penalty 2569.986768 = -302666.717525
  nChanged 36
		SP:Iteration 17Q (216374.290000 sec): 3 clusters
  Score: Raw -305255.087942 + Penalty 2569.986768 = -302685.101173
  nChanged 24
		SP:Iteration 18Q (216374.350000 sec): 3 clusters
  Score: Raw -305264.880192 + Penalty 2569.986768 = -302694.893424
  nChanged 19
		SP:Iteration 19Q (216374.390000 sec): 3 clusters
  Score: Raw -305272.770692 + Penalty 2569.986768 = -302702.783924
  nChanged 12
		SP:Iteration 20F (216374.450000 sec): 3 clusters
  Score: Raw -305280.199906 + Penalty 2569.986768 = -302710.213138
  nChanged 17
		SP:Iteration 21Q (216374.490000 sec): 3 clusters
  Score: Raw -305286.693276 + Penalty 2569.986768 = -302716.706508
  nChanged 10
		SP:Iteration 22Q (216374.550000 sec): 3 clusters
  Score: Raw -305291.802662 + Penalty 2569.986768 = -302721.815894
  nChanged 11
		SP:Iteration 23Q (216374.590000 sec): 3 clusters
  Score: Raw -305297.125426 + Penalty 2569.986768 = -302727.138657
  nChanged 13
		SP:Iteration 24Q (216374.650000 sec): 3 clusters
  Score: Raw -305303.462014 + Penalty 2569.986768 = -302733.475245
  nChanged 16
		SP:Iteration 25Q (216374.690000 sec): 3 clusters
  Score: Raw -305310.631452 + Penalty 2569.986768 = -302740.644684
  nChanged 14
		SP:Iteration 26Q (216374.740000 sec): 3 clusters
  Score: Raw -305317.475133 + Penalty 2569.986768 = -302747.488365
  nChanged 13
		SP:Iteration 27Q (216374.790000 sec): 3 clusters
  Score: Raw -305322.695316 + Penalty 2569.986768 = -302752.708548
  nChanged 8
		SP:Iteration 28Q (216374.840000 sec): 3 clusters
  Score: Raw -305325.660439 + Penalty 2569.986768 = -302755.673671
  nChanged 7
		SP:Iteration 29Q (216374.890000 sec): 3 clusters
  Score: Raw -305327.918182 + Penalty 2569.986768 = -302757.931414
  nChanged 8
		SP:Iteration 30Q (216374.940000 sec): 3 clusters
  Score: Raw -305331.079554 + Penalty 2569.986768 = -302761.092786
  nChanged 5
		SP:Iteration 31Q (216374.990000 sec): 3 clusters
  Score: Raw -305332.501062 + Penalty 2569.986768 = -302762.514294
  nChanged 2
		SP:Iteration 32Q (216375.040000 sec): 3 clusters
  Score: Raw -305333.277375 + Penalty 2569.986768 = -302763.290607
  nChanged 4
		SP:Iteration 33Q (216375.090000 sec): 3 clusters
  Score: Raw -305334.643964 + Penalty 2569.986768 = -302764.657196
  nChanged 4
		SP:Iteration 34Q (216375.140000 sec): 3 clusters
  Score: Raw -305335.914344 + Penalty 2569.986768 = -302765.927576
  nChanged 3
		SP:Iteration 35Q (216375.190000 sec): 3 clusters
  Score: Raw -305336.771348 + Penalty 2569.986768 = -302766.784579
  nChanged 1
		SP:Iteration 36Q (216375.240000 sec): 3 clusters
  Score: Raw -305337.017818 + Penalty 2569.986768 = -302767.031049
  nChanged 1
		SP:Iteration 37Q (216375.290000 sec): 3 clusters
  Score: Raw -305337.136769 + Penalty 2569.986768 = -302767.150001
  nChanged 0
		SP:Iteration 38F (216375.340000 sec): 3 clusters
  Score: Raw -305337.136769 + Penalty 2569.986768 = -302767.150001
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 7 (122 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (216375.370000 sec): 2 clusters
  Score: Raw -12580.812007 + Penalty 780.653420 = -11800.158587
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (216375.380000 sec): 3 clusters
  Score: Raw -12801.257944 + Penalty 1561.306840 = -11239.951105
  nChanged 12
		SP:Iteration 1F (216375.380000 sec): 3 clusters
  Score: Raw -12890.989702 + Penalty 1561.306840 = -11329.682863
  nChanged 5
		SP:Iteration 2Q (216375.390000 sec): 3 clusters
  Score: Raw -12926.440884 + Penalty 1561.306840 = -11365.134044
  nChanged 3
		SP:Iteration 3Q (216375.390000 sec): 3 clusters
  Score: Raw -12940.077576 + Penalty 1561.306840 = -11378.770736
  nChanged 0
		SP:Iteration 4F (216375.390000 sec): 3 clusters
  Score: Raw -12940.077576 + Penalty 1561.306840 = -11378.770736
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 8 (280 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (216375.430000 sec): 2 clusters
  Score: Raw -29173.016034 + Penalty 915.653311 = -28257.362724
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (216375.430000 sec): 3 clusters
  Score: Raw -29269.655442 + Penalty 1831.306621 = -27438.348821
  nChanged 56
		SP:Iteration 1F (216375.440000 sec): 3 clusters
  Score: Raw -29411.336104 + Penalty 1831.306621 = -27580.029483
  nChanged 14
		SP:Iteration 2Q (216375.450000 sec): 3 clusters
  Score: Raw -29441.131634 + Penalty 1831.306621 = -27609.825013
  nChanged 6
		SP:Iteration 3Q (216375.450000 sec): 3 clusters
  Score: Raw -29457.114508 + Penalty 1831.306621 = -27625.807887
  nChanged 2
		SP:Iteration 4Q (216375.460000 sec): 3 clusters
  Score: Raw -29459.313905 + Penalty 1831.306621 = -27628.007284
  nChanged 0
		SP:Iteration 5F (216375.470000 sec): 3 clusters
  Score: Raw -29459.313905 + Penalty 1831.306621 = -27628.007284
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 9 (8765 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (216375.580000 sec): 2 clusters
  Score: Raw -1117463.410423 + Penalty 1475.259792 = -1115988.150631
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (216375.750000 sec): 3 clusters
  Score: Raw -1112592.959194 + Penalty 2950.519584 = -1109642.439610
  nChanged 3732
		SP:Iteration 1F (216375.900000 sec): 3 clusters
  Score: Raw -1114499.602658 + Penalty 2950.519584 = -1111549.083073
  nChanged 522
		SP:Iteration 2F (216376.030000 sec): 3 clusters
  Score: Raw -1114731.095886 + Penalty 2950.519584 = -1111780.576302
  nChanged 441
		SP:Iteration 3F (216376.170000 sec): 3 clusters
  Score: Raw -1114927.901989 + Penalty 2950.519584 = -1111977.382405
  nChanged 418
		SP:Iteration 4Q (216376.320000 sec): 3 clusters
  Score: Raw -1115130.687156 + Penalty 2950.519584 = -1112180.167572
  nChanged 438
		SP:Iteration 5Q (216376.460000 sec): 3 clusters
  Score: Raw -1115356.336958 + Penalty 2950.519584 = -1112405.817374
  nChanged 456
		SP:Iteration 6F (216376.600000 sec): 3 clusters
  Score: Raw -1115616.260009 + Penalty 2950.519584 = -1112665.740425
  nChanged 454
		SP:Iteration 7F (216376.740000 sec): 3 clusters
  Score: Raw -1115857.913494 + Penalty 2950.519584 = -1112907.393910
  nChanged 371
		SP:Iteration 8Q (216376.870000 sec): 3 clusters
  Score: Raw -1116053.341702 + Penalty 2950.519584 = -1113102.822118
  nChanged 362
		SP:Iteration 9Q (216377.010000 sec): 3 clusters
  Score: Raw -1116273.554422 + Penalty 2950.519584 = -1113323.034837
  nChanged 348
		SP:Iteration 10Q (216377.160000 sec): 3 clusters
  Score: Raw -1116491.575168 + Penalty 2950.519584 = -1113541.055583
  nChanged 300
		SP:Iteration 11Q (216377.300000 sec): 3 clusters
  Score: Raw -1116691.439828 + Penalty 2950.519584 = -1113740.920244
  nChanged 266
		SP:Iteration 12Q (216377.440000 sec): 3 clusters
  Score: Raw -1116876.030835 + Penalty 2950.519584 = -1113925.511251
  nChanged 243
		SP:Iteration 13Q (216377.580000 sec): 3 clusters
  Score: Raw -1117067.308375 + Penalty 2950.519584 = -1114116.788791
  nChanged 196
		SP:Iteration 14Q (216377.710000 sec): 3 clusters
  Score: Raw -1117218.537708 + Penalty 2950.519584 = -1114268.018124
  nChanged 140
		SP:Iteration 15Q (216377.840000 sec): 3 clusters
  Score: Raw -1117339.440030 + Penalty 2950.519584 = -1114388.920446
  nChanged 109
		SP:Iteration 16Q (216377.980000 sec): 3 clusters
  Score: Raw -1117439.364662 + Penalty 2950.519584 = -1114488.845078
  nChanged 65
		SP:Iteration 17Q (216378.120000 sec): 3 clusters
  Score: Raw -1117500.786763 + Penalty 2950.519584 = -1114550.267179
  nChanged 46
		SP:Iteration 18Q (216378.260000 sec): 3 clusters
  Score: Raw -1117541.458315 + Penalty 2950.519584 = -1114590.938731
  nChanged 32
		SP:Iteration 19Q (216378.390000 sec): 3 clusters
  Score: Raw -1117572.108801 + Penalty 2950.519584 = -1114621.589217
  nChanged 24
		SP:Iteration 20F (216378.530000 sec): 3 clusters
  Score: Raw -1117595.220329 + Penalty 2950.519584 = -1114644.700745
  nChanged 14
		SP:Iteration 21Q (216378.650000 sec): 3 clusters
  Score: Raw -1117609.824563 + Penalty 2950.519584 = -1114659.304979
  nChanged 12
		SP:Iteration 22Q (216378.780000 sec): 3 clusters
  Score: Raw -1117624.318694 + Penalty 2950.519584 = -1114673.799110
  nChanged 12
		SP:Iteration 23Q (216378.910000 sec): 3 clusters
  Score: Raw -1117637.026752 + Penalty 2950.519584 = -1114686.507168
  nChanged 8
		SP:Iteration 24Q (216379.040000 sec): 3 clusters
  Score: Raw -1117645.690729 + Penalty 2950.519584 = -1114695.171144
  nChanged 5
		SP:Iteration 25Q (216379.180000 sec): 3 clusters
  Score: Raw -1117650.182930 + Penalty 2950.519584 = -1114699.663346
  nChanged 4
		SP:Iteration 26Q (216379.310000 sec): 3 clusters
  Score: Raw -1117652.743695 + Penalty 2950.519584 = -1114702.224111
  nChanged 2
		SP:Iteration 27Q (216379.440000 sec): 3 clusters
  Score: Raw -1117653.935080 + Penalty 2950.519584 = -1114703.415496
  nChanged 0
		SP:Iteration 28F (216379.580000 sec): 3 clusters
  Score: Raw -1117653.935080 + Penalty 2950.519584 = -1114703.415496
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 10 (4604 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (216379.670000 sec): 2 clusters
  Score: Raw -516822.630839 + Penalty 1370.635625 = -515451.995214
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (216379.760000 sec): 3 clusters
  Score: Raw -514499.252881 + Penalty 2741.271250 = -511757.981631
  nChanged 1865
		SP:Iteration 1F (216379.850000 sec): 3 clusters
  Score: Raw -515675.382169 + Penalty 2741.271250 = -512934.110919
  nChanged 383
		SP:Iteration 2F (216379.940000 sec): 3 clusters
  Score: Raw -515951.612113 + Penalty 2741.271250 = -513210.340863
  nChanged 307
		SP:Iteration 3F (216380.020000 sec): 3 clusters
  Score: Raw -516182.202454 + Penalty 2741.271250 = -513440.931204
  nChanged 278
		SP:Iteration 4F (216380.100000 sec): 3 clusters
  Score: Raw -516390.190983 + Penalty 2741.271250 = -513648.919733
  nChanged 237
		SP:Iteration 5F (216380.190000 sec): 3 clusters
  Score: Raw -516557.903699 + Penalty 2741.271250 = -513816.632449
  nChanged 215
		SP:Iteration 6Q (216380.270000 sec): 3 clusters
  Score: Raw -516702.304568 + Penalty 2741.271250 = -513961.033318
  nChanged 183
		SP:Iteration 7Q (216380.350000 sec): 3 clusters
  Score: Raw -516822.489474 + Penalty 2741.271250 = -514081.218224
  nChanged 158
		SP:Iteration 8Q (216380.430000 sec): 3 clusters
  Score: Raw -516924.669549 + Penalty 2741.271250 = -514183.398299
  nChanged 128
		SP:Iteration 9Q (216380.520000 sec): 3 clusters
  Score: Raw -517021.467624 + Penalty 2741.271250 = -514280.196374
  nChanged 118
		SP:Iteration 10Q (216380.600000 sec): 3 clusters
  Score: Raw -517119.429594 + Penalty 2741.271250 = -514378.158343
  nChanged 111
		SP:Iteration 11Q (216380.680000 sec): 3 clusters
  Score: Raw -517200.299281 + Penalty 2741.271250 = -514459.028031
  nChanged 94
		SP:Iteration 12Q (216380.760000 sec): 3 clusters
  Score: Raw -517269.831628 + Penalty 2741.271250 = -514528.560378
  nChanged 95
		SP:Iteration 13Q (216380.840000 sec): 3 clusters
  Score: Raw -517349.266628 + Penalty 2741.271250 = -514607.995378
  nChanged 82
		SP:Iteration 14Q (216380.920000 sec): 3 clusters
  Score: Raw -517430.001090 + Penalty 2741.271250 = -514688.729840
  nChanged 85
		SP:Iteration 15Q (216381.000000 sec): 3 clusters
  Score: Raw -517506.991566 + Penalty 2741.271250 = -514765.720316
  nChanged 95
		SP:Iteration 16Q (216381.080000 sec): 3 clusters
  Score: Raw -517595.246703 + Penalty 2741.271250 = -514853.975453
  nChanged 92
		SP:Iteration 17Q (216381.160000 sec): 3 clusters
  Score: Raw -517683.311202 + Penalty 2741.271250 = -514942.039951
  nChanged 63
		SP:Iteration 18Q (216381.240000 sec): 3 clusters
  Score: Raw -517735.045001 + Penalty 2741.271250 = -514993.773750
  nChanged 48
		SP:Iteration 19Q (216381.320000 sec): 3 clusters
  Score: Raw -517762.407645 + Penalty 2741.271250 = -515021.136394
  nChanged 31
		SP:Iteration 20F (216381.410000 sec): 3 clusters
  Score: Raw -517779.224307 + Penalty 2741.271250 = -515037.953057
  nChanged 27
		SP:Iteration 21Q (216381.490000 sec): 3 clusters
  Score: Raw -517798.879652 + Penalty 2741.271250 = -515057.608402
  nChanged 33
		SP:Iteration 22Q (216381.560000 sec): 3 clusters
  Score: Raw -517818.373108 + Penalty 2741.271250 = -515077.101858
  nChanged 23
		SP:Iteration 23Q (216381.640000 sec): 3 clusters
  Score: Raw -517828.967694 + Penalty 2741.271250 = -515087.696443
  nChanged 16
		SP:Iteration 24Q (216381.720000 sec): 3 clusters
  Score: Raw -517833.426314 + Penalty 2741.271250 = -515092.155064
  nChanged 10
		SP:Iteration 25Q (216381.800000 sec): 3 clusters
  Score: Raw -517835.658457 + Penalty 2741.271250 = -515094.387207
  nChanged 6
		SP:Iteration 26Q (216381.880000 sec): 3 clusters
  Score: Raw -517836.908977 + Penalty 2741.271250 = -515095.637727
  nChanged 2
		SP:Iteration 27Q (216381.960000 sec): 3 clusters
  Score: Raw -517837.559088 + Penalty 2741.271250 = -515096.287838
  nChanged 4
		SP:Iteration 28Q (216382.040000 sec): 3 clusters
  Score: Raw -517838.743217 + Penalty 2741.271250 = -515097.471967
  nChanged 4
		SP:Iteration 29Q (216382.120000 sec): 3 clusters
  Score: Raw -517839.308137 + Penalty 2741.271250 = -515098.036887
  nChanged 1
		SP:Iteration 30Q (216382.200000 sec): 3 clusters
  Score: Raw -517839.574731 + Penalty 2741.271250 = -515098.303481
  nChanged 1
		SP:Iteration 31Q (216382.280000 sec): 3 clusters
  Score: Raw -517839.838810 + Penalty 2741.271250 = -515098.567559
  nChanged 1
		SP:Iteration 32Q (216382.360000 sec): 3 clusters
  Score: Raw -517839.915784 + Penalty 2741.271250 = -515098.644534
  nChanged 0
		SP:Iteration 33F (216382.440000 sec): 3 clusters
  Score: Raw -517839.915784 + Penalty 2741.271250 = -515098.644534
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 11 (155634 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (216383.520000 sec): 2 clusters
  Score: Raw -18334950.809361 + Penalty 1942.730136 = -18333008.079225
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (216384.960000 sec): 3 clusters
  Score: Raw -18232752.663665 + Penalty 3885.460272 = -18228867.203392
  nChanged 75136
		SP:Iteration 1F (216386.400000 sec): 3 clusters
  Score: Raw -18277872.506698 + Penalty 3885.460272 = -18273987.046426
  nChanged 5808
		SP:Iteration 2Q (216387.820000 sec): 3 clusters
  Score: Raw -18279667.034270 + Penalty 3885.460272 = -18275781.573997
  nChanged 6139
		SP:Iteration 3Q (216389.280000 sec): 3 clusters
  Score: Raw -18281630.412865 + Penalty 3885.460272 = -18277744.952593
  nChanged 6540
		SP:Iteration 4Q (216390.750000 sec): 3 clusters
  Score: Raw -18283894.512860 + Penalty 3885.460272 = -18280009.052588
  nChanged 6904
		SP:Iteration 5Q (216392.160000 sec): 3 clusters
  Score: Raw -18286509.998596 + Penalty 3885.460272 = -18282624.538324
  nChanged 7176
		SP:Iteration 6Q (216393.610000 sec): 3 clusters
  Score: Raw -18289416.052684 + Penalty 3885.460272 = -18285530.592411
  nChanged 7343
		SP:Iteration 7Q (216395.070000 sec): 3 clusters
  Score: Raw -18292721.505861 + Penalty 3885.460272 = -18288836.045589
  nChanged 7411
		SP:Iteration 8Q (216396.490000 sec): 3 clusters
  Score: Raw -18296699.775493 + Penalty 3885.460272 = -18292814.315221
  nChanged 7655
		SP:Iteration 9Q (216397.920000 sec): 3 clusters
  Score: Raw -18301281.392603 + Penalty 3885.460272 = -18297395.932331
  nChanged 7468
		SP:Iteration 10Q (216399.320000 sec): 3 clusters
  Score: Raw -18305548.978536 + Penalty 3885.460272 = -18301663.518264
  nChanged 6247
		SP:Iteration 11Q (216400.730000 sec): 3 clusters
  Score: Raw -18308147.390849 + Penalty 3885.460272 = -18304261.930576
  nChanged 4218
		SP:Iteration 12Q (216402.090000 sec): 3 clusters
  Score: Raw -18309179.337741 + Penalty 3885.460272 = -18305293.877469
  nChanged 2544
		SP:Iteration 13Q (216403.470000 sec): 3 clusters
  Score: Raw -18309600.176122 + Penalty 3885.460272 = -18305714.715850
  nChanged 1645
		SP:Iteration 14Q (216404.880000 sec): 3 clusters
  Score: Raw -18309852.585354 + Penalty 3885.460272 = -18305967.125082
  nChanged 1439
		SP:Iteration 15Q (216406.280000 sec): 3 clusters
  Score: Raw -18310078.675811 + Penalty 3885.460272 = -18306193.215539
  nChanged 1431
		SP:Iteration 16Q (216407.650000 sec): 3 clusters
  Score: Raw -18310313.166586 + Penalty 3885.460272 = -18306427.706314
  nChanged 1463
		SP:Iteration 17Q (216409.060000 sec): 3 clusters
  Score: Raw -18310553.122278 + Penalty 3885.460272 = -18306667.662006
  nChanged 1471
		SP:Iteration 18Q (216410.440000 sec): 3 clusters
  Score: Raw -18310801.190937 + Penalty 3885.460272 = -18306915.730665
  nChanged 1552
		SP:Iteration 19Q (216411.810000 sec): 3 clusters
  Score: Raw -18311077.661470 + Penalty 3885.460272 = -18307192.201198
  nChanged 1682
		SP:Iteration 20F (216413.210000 sec): 3 clusters
  Score: Raw -18311413.027697 + Penalty 3885.460272 = -18307527.567425
  nChanged 1808
		SP:Iteration 21Q (216414.630000 sec): 3 clusters
  Score: Raw -18311792.232118 + Penalty 3885.460272 = -18307906.771846
  nChanged 1951
		SP:Iteration 22Q (216416.000000 sec): 3 clusters
  Score: Raw -18312229.673822 + Penalty 3885.460272 = -18308344.213550
  nChanged 2084
		SP:Iteration 23Q (216417.410000 sec): 3 clusters
  Score: Raw -18312704.834201 + Penalty 3885.460272 = -18308819.373928
  nChanged 2173
		SP:Iteration 24Q (216418.800000 sec): 3 clusters
  Score: Raw -18313235.585366 + Penalty 3885.460272 = -18309350.125093
  nChanged 2311
		SP:Iteration 25Q (216420.160000 sec): 3 clusters
  Score: Raw -18313847.910405 + Penalty 3885.460272 = -18309962.450133
  nChanged 2417
		SP:Iteration 26Q (216421.510000 sec): 3 clusters
  Score: Raw -18314521.142887 + Penalty 3885.460272 = -18310635.682615
  nChanged 2561
		SP:Iteration 27Q (216422.850000 sec): 3 clusters
  Score: Raw -18315306.211231 + Penalty 3885.460272 = -18311420.750959
  nChanged 2718
		SP:Iteration 28Q (216424.200000 sec): 3 clusters
  Score: Raw -18316205.625754 + Penalty 3885.460272 = -18312320.165482
  nChanged 2836
		SP:Iteration 29Q (216425.540000 sec): 3 clusters
  Score: Raw -18317176.176830 + Penalty 3885.460272 = -18313290.716558
  nChanged 2930
		SP:Iteration 30Q (216426.870000 sec): 3 clusters
  Score: Raw -18318280.953717 + Penalty 3885.460272 = -18314395.493445
  nChanged 3101
		SP:Iteration 31Q (216428.190000 sec): 3 clusters
  Score: Raw -18319530.297400 + Penalty 3885.460272 = -18315644.837128
  nChanged 3045
		SP:Iteration 32Q (216429.510000 sec): 3 clusters
  Score: Raw -18320795.812220 + Penalty 3885.460272 = -18316910.351947
  nChanged 2976
		SP:Iteration 33Q (216430.840000 sec): 3 clusters
  Score: Raw -18322073.699112 + Penalty 3885.460272 = -18318188.238839
  nChanged 2816
		SP:Iteration 34Q (216432.150000 sec): 3 clusters
  Score: Raw -18323320.364538 + Penalty 3885.460272 = -18319434.904266
  nChanged 2661
		SP:Iteration 35Q (216433.490000 sec): 3 clusters
  Score: Raw -18324532.061713 + Penalty 3885.460272 = -18320646.601441
  nChanged 2490
		SP:Iteration 36Q (216434.810000 sec): 3 clusters
  Score: Raw -18325686.423292 + Penalty 3885.460272 = -18321800.963019
  nChanged 2225
		SP:Iteration 37Q (216436.120000 sec): 3 clusters
  Score: Raw -18326681.636756 + Penalty 3885.460272 = -18322796.176484
  nChanged 2025
		SP:Iteration 38Q (216437.390000 sec): 3 clusters
  Score: Raw -18327577.328990 + Penalty 3885.460272 = -18323691.868718
  nChanged 1807
		SP:Iteration 39Q (216438.700000 sec): 3 clusters
  Score: Raw -18328326.669856 + Penalty 3885.460272 = -18324441.209584
  nChanged 1566
		SP:Iteration 40F (216440.150000 sec): 3 clusters
  Score: Raw -18329151.926970 + Penalty 3885.460272 = -18325266.466698
  nChanged 1650
		SP:Iteration 41Q (216441.430000 sec): 3 clusters
  Score: Raw -18329972.943467 + Penalty 3885.460272 = -18326087.483195
  nChanged 1471
		SP:Iteration 42Q (216442.720000 sec): 3 clusters
  Score: Raw -18330642.668385 + Penalty 3885.460272 = -18326757.208113
  nChanged 1343
		SP:Iteration 43Q (216444.010000 sec): 3 clusters
  Score: Raw -18331185.629015 + Penalty 3885.460272 = -18327300.168743
  nChanged 1117
		SP:Iteration 44Q (216445.280000 sec): 3 clusters
  Score: Raw -18331595.330764 + Penalty 3885.460272 = -18327709.870492
  nChanged 1057
		SP:Iteration 45Q (216446.590000 sec): 3 clusters
  Score: Raw -18331969.453687 + Penalty 3885.460272 = -18328083.993415
  nChanged 986
		SP:Iteration 46Q (216447.860000 sec): 3 clusters
  Score: Raw -18332302.633703 + Penalty 3885.460272 = -18328417.173431
  nChanged 869
		SP:Iteration 47Q (216449.170000 sec): 3 clusters
  Score: Raw -18332578.904234 + Penalty 3885.460272 = -18328693.443962
  nChanged 779
		SP:Iteration 48Q (216450.490000 sec): 3 clusters
  Score: Raw -18332809.970306 + Penalty 3885.460272 = -18328924.510033
  nChanged 741
		SP:Iteration 49Q (216451.750000 sec): 3 clusters
  Score: Raw -18333035.002528 + Penalty 3885.460272 = -18329149.542255
  nChanged 679
		SP:Iteration 50Q (216453.060000 sec): 3 clusters
  Score: Raw -18333233.174139 + Penalty 3885.460272 = -18329347.713866
  nChanged 613
		SP:Iteration 51Q (216454.320000 sec): 3 clusters
  Score: Raw -18333400.075044 + Penalty 3885.460272 = -18329514.614772
  nChanged 542
		SP:Iteration 52Q (216455.630000 sec): 3 clusters
  Score: Raw -18333542.500262 + Penalty 3885.460272 = -18329657.039990
  nChanged 511
		SP:Iteration 53Q (216456.880000 sec): 3 clusters
  Score: Raw -18333671.614424 + Penalty 3885.460272 = -18329786.154152
  nChanged 474
		SP:Iteration 54Q (216458.190000 sec): 3 clusters
  Score: Raw -18333784.551268 + Penalty 3885.460272 = -18329899.090996
  nChanged 424
		SP:Iteration 55Q (216459.450000 sec): 3 clusters
  Score: Raw -18333886.328218 + Penalty 3885.460272 = -18330000.867946
  nChanged 434
		SP:Iteration 56Q (216460.760000 sec): 3 clusters
  Score: Raw -18333988.362175 + Penalty 3885.460272 = -18330102.901903
  nChanged 381
		SP:Iteration 57Q (216462.010000 sec): 3 clusters
  Score: Raw -18334078.053725 + Penalty 3885.460272 = -18330192.593453
  nChanged 390
		SP:Iteration 58Q (216463.270000 sec): 3 clusters
  Score: Raw -18334168.997350 + Penalty 3885.460272 = -18330283.537078
  nChanged 375
		SP:Iteration 59Q (216464.570000 sec): 3 clusters
  Score: Raw -18334254.210604 + Penalty 3885.460272 = -18330368.750332
  nChanged 317
		SP:Iteration 60F (216465.970000 sec): 3 clusters
  Score: Raw -18334324.944780 + Penalty 3885.460272 = -18330439.484508
  nChanged 306
		SP:Iteration 61Q (216467.270000 sec): 3 clusters
  Score: Raw -18334391.778478 + Penalty 3885.460272 = -18330506.318206
  nChanged 270
		SP:Iteration 62Q (216468.540000 sec): 3 clusters
  Score: Raw -18334450.356491 + Penalty 3885.460272 = -18330564.896219
  nChanged 247
		SP:Iteration 63Q (216469.840000 sec): 3 clusters
  Score: Raw -18334503.433248 + Penalty 3885.460272 = -18330617.972976
  nChanged 244
		SP:Iteration 64Q (216471.120000 sec): 3 clusters
  Score: Raw -18334557.827200 + Penalty 3885.460272 = -18330672.366928
  nChanged 238
		SP:Iteration 65Q (216472.370000 sec): 3 clusters
  Score: Raw -18334611.171610 + Penalty 3885.460272 = -18330725.711338
  nChanged 217
		SP:Iteration 66Q (216473.670000 sec): 3 clusters
  Score: Raw -18334659.105280 + Penalty 3885.460272 = -18330773.645008
  nChanged 201
		SP:Iteration 67Q (216474.930000 sec): 3 clusters
  Score: Raw -18334703.779496 + Penalty 3885.460272 = -18330818.319224
  nChanged 199
		SP:Iteration 68Q (216476.220000 sec): 3 clusters
  Score: Raw -18334749.141970 + Penalty 3885.460272 = -18330863.681698
  nChanged 188
		SP:Iteration 69Q (216477.500000 sec): 3 clusters
  Score: Raw -18334789.353698 + Penalty 3885.460272 = -18330903.893426
  nChanged 153
		SP:Iteration 70Q (216478.750000 sec): 3 clusters
  Score: Raw -18334820.634742 + Penalty 3885.460272 = -18330935.174470
  nChanged 175
		SP:Iteration 71Q (216480.030000 sec): 3 clusters
  Score: Raw -18334854.414236 + Penalty 3885.460272 = -18330968.953964
  nChanged 152
		SP:Iteration 72Q (216481.310000 sec): 3 clusters
  Score: Raw -18334885.108194 + Penalty 3885.460272 = -18330999.647921
  nChanged 152
		SP:Iteration 73Q (216482.610000 sec): 3 clusters
  Score: Raw -18334914.898496 + Penalty 3885.460272 = -18331029.438224
  nChanged 135
		SP:Iteration 74Q (216483.890000 sec): 3 clusters
  Score: Raw -18334942.088840 + Penalty 3885.460272 = -18331056.628568
  nChanged 146
		SP:Iteration 75Q (216485.140000 sec): 3 clusters
  Score: Raw -18334973.637591 + Penalty 3885.460272 = -18331088.177319
  nChanged 139
		SP:Iteration 76Q (216486.450000 sec): 3 clusters
  Score: Raw -18335005.531427 + Penalty 3885.460272 = -18331120.071155
  nChanged 139
		SP:Iteration 77Q (216487.700000 sec): 3 clusters
  Score: Raw -18335035.768413 + Penalty 3885.460272 = -18331150.308141
  nChanged 112
		SP:Iteration 78Q (216488.950000 sec): 3 clusters
  Score: Raw -18335057.488809 + Penalty 3885.460272 = -18331172.028537
  nChanged 101
		SP:Iteration 79Q (216490.250000 sec): 3 clusters
  Score: Raw -18335077.137728 + Penalty 3885.460272 = -18331191.677455
  nChanged 97
		SP:Iteration 80F (216491.700000 sec): 3 clusters
  Score: Raw -18335097.999536 + Penalty 3885.460272 = -18331212.539264
  nChanged 106
		SP:Iteration 81Q (216492.980000 sec): 3 clusters
  Score: Raw -18335122.043717 + Penalty 3885.460272 = -18331236.583445
  nChanged 99
		SP:Iteration 82Q (216494.280000 sec): 3 clusters
  Score: Raw -18335144.272645 + Penalty 3885.460272 = -18331258.812373
  nChanged 94
		SP:Iteration 83Q (216495.560000 sec): 3 clusters
  Score: Raw -18335167.674774 + Penalty 3885.460272 = -18331282.214502
  nChanged 95
		SP:Iteration 84Q (216496.810000 sec): 3 clusters
  Score: Raw -18335190.424733 + Penalty 3885.460272 = -18331304.964461
  nChanged 87
		SP:Iteration 85Q (216498.120000 sec): 3 clusters
  Score: Raw -18335209.316989 + Penalty 3885.460272 = -18331323.856716
  nChanged 84
		SP:Iteration 86Q (216499.370000 sec): 3 clusters
  Score: Raw -18335226.083697 + Penalty 3885.460272 = -18331340.623425
  nChanged 68
		SP:Iteration 87Q (216500.620000 sec): 3 clusters
  Score: Raw -18335238.823167 + Penalty 3885.460272 = -18331353.362895
  nChanged 69
		SP:Iteration 88Q (216501.920000 sec): 3 clusters
  Score: Raw -18335252.181511 + Penalty 3885.460272 = -18331366.721239
  nChanged 56
		SP:Iteration 89Q (216503.190000 sec): 3 clusters
  Score: Raw -18335263.944558 + Penalty 3885.460272 = -18331378.484285
  nChanged 55
		SP:Iteration 90Q (216504.440000 sec): 3 clusters
  Score: Raw -18335277.017627 + Penalty 3885.460272 = -18331391.557355
  nChanged 63
		SP:Iteration 91Q (216505.750000 sec): 3 clusters
  Score: Raw -18335291.142508 + Penalty 3885.460272 = -18331405.682235
  nChanged 64
		SP:Iteration 92Q (216507.020000 sec): 3 clusters
  Score: Raw -18335304.753353 + Penalty 3885.460272 = -18331419.293081
  nChanged 52
		SP:Iteration 93Q (216508.320000 sec): 3 clusters
  Score: Raw -18335315.829282 + Penalty 3885.460272 = -18331430.369010
  nChanged 59
		SP:Iteration 94Q (216509.600000 sec): 3 clusters
  Score: Raw -18335330.028496 + Penalty 3885.460272 = -18331444.568224
  nChanged 56
		SP:Iteration 95Q (216510.850000 sec): 3 clusters
  Score: Raw -18335342.099290 + Penalty 3885.460272 = -18331456.639018
  nChanged 47
		SP:Iteration 96Q (216512.160000 sec): 3 clusters
  Score: Raw -18335351.325992 + Penalty 3885.460272 = -18331465.865720
  nChanged 41
		SP:Iteration 97Q (216513.400000 sec): 3 clusters
  Score: Raw -18335358.894549 + Penalty 3885.460272 = -18331473.434277
  nChanged 30
		SP:Iteration 98Q (216514.650000 sec): 3 clusters
  Score: Raw -18335364.316125 + Penalty 3885.460272 = -18331478.855853
  nChanged 28
		SP:Iteration 99Q (216515.950000 sec): 3 clusters
  Score: Raw -18335369.126650 + Penalty 3885.460272 = -18331483.666378
  nChanged 26
		SP:Iteration 100F (216517.370000 sec): 3 clusters
  Score: Raw -18335373.986447 + Penalty 3885.460272 = -18331488.526175
  nChanged 31
		SP:Iteration 101Q (216518.620000 sec): 3 clusters
  Score: Raw -18335380.352655 + Penalty 3885.460272 = -18331494.892383
  nChanged 29
		SP:Iteration 102Q (216519.920000 sec): 3 clusters
  Score: Raw -18335385.990987 + Penalty 3885.460272 = -18331500.530714
  nChanged 19
		SP:Iteration 103Q (216521.200000 sec): 3 clusters
  Score: Raw -18335389.928359 + Penalty 3885.460272 = -18331504.468087
  nChanged 16
		SP:Iteration 104Q (216522.450000 sec): 3 clusters
  Score: Raw -18335393.417162 + Penalty 3885.460272 = -18331507.956889
  nChanged 19
		SP:Iteration 105Q (216523.750000 sec): 3 clusters
  Score: Raw -18335397.798973 + Penalty 3885.460272 = -18331512.338701
  nChanged 22
		SP:Iteration 106Q (216525.030000 sec): 3 clusters
  Score: Raw -18335403.269704 + Penalty 3885.460272 = -18331517.809431
  nChanged 26
		SP:Iteration 107Q (216526.270000 sec): 3 clusters
  Score: Raw -18335408.091201 + Penalty 3885.460272 = -18331522.630929
  nChanged 12
		SP:Iteration 108Q (216527.570000 sec): 3 clusters
  Score: Raw -18335409.859137 + Penalty 3885.460272 = -18331524.398865
  nChanged 7
		SP:Iteration 109Q (216528.830000 sec): 3 clusters
  Score: Raw -18335410.891712 + Penalty 3885.460272 = -18331525.431439
  nChanged 6
		SP:Iteration 110Q (216530.100000 sec): 3 clusters
  Score: Raw -18335411.574248 + Penalty 3885.460272 = -18331526.113975
  nChanged 3
		SP:Iteration 111Q (216531.400000 sec): 3 clusters
  Score: Raw -18335411.883789 + Penalty 3885.460272 = -18331526.423517
  nChanged 3
		SP:Iteration 112Q (216532.650000 sec): 3 clusters
  Score: Raw -18335412.366344 + Penalty 3885.460272 = -18331526.906072
  nChanged 7
		SP:Iteration 113Q (216533.900000 sec): 3 clusters
  Score: Raw -18335413.326163 + Penalty 3885.460272 = -18331527.865891
  nChanged 7
		SP:Iteration 114Q (216535.180000 sec): 3 clusters
  Score: Raw -18335414.752797 + Penalty 3885.460272 = -18331529.292525
  nChanged 12
		SP:Iteration 115Q (216536.450000 sec): 3 clusters
  Score: Raw -18335417.290941 + Penalty 3885.460272 = -18331531.830669
  nChanged 11
		SP:Iteration 116Q (216537.700000 sec): 3 clusters
  Score: Raw -18335419.490898 + Penalty 3885.460272 = -18331534.030626
  nChanged 13
		SP:Iteration 117Q (216538.990000 sec): 3 clusters
  Score: Raw -18335422.212755 + Penalty 3885.460272 = -18331536.752483
  nChanged 12
		SP:Iteration 118Q (216540.250000 sec): 3 clusters
  Score: Raw -18335424.125280 + Penalty 3885.460272 = -18331538.665008
  nChanged 6
		SP:Iteration 119Q (216541.510000 sec): 3 clusters
  Score: Raw -18335425.762103 + Penalty 3885.460272 = -18331540.301831
  nChanged 13
		SP:Iteration 120F (216542.890000 sec): 3 clusters
  Score: Raw -18335428.623856 + Penalty 3885.460272 = -18331543.163584
  nChanged 12
		SP:Iteration 121Q (216544.180000 sec): 3 clusters
  Score: Raw -18335431.370998 + Penalty 3885.460272 = -18331545.910726
  nChanged 13
		SP:Iteration 122Q (216545.450000 sec): 3 clusters
  Score: Raw -18335433.587271 + Penalty 3885.460272 = -18331548.126999
  nChanged 12
		SP:Iteration 123Q (216546.690000 sec): 3 clusters
  Score: Raw -18335435.141913 + Penalty 3885.460272 = -18331549.681641
  nChanged 4
		SP:Iteration 124Q (216547.940000 sec): 3 clusters
  Score: Raw -18335436.088945 + Penalty 3885.460272 = -18331550.628673
  nChanged 12
		SP:Iteration 125Q (216549.240000 sec): 3 clusters
  Score: Raw -18335438.901962 + Penalty 3885.460272 = -18331553.441690
  nChanged 16
		SP:Iteration 126Q (216550.480000 sec): 3 clusters
  Score: Raw -18335442.259485 + Penalty 3885.460272 = -18331556.799213
  nChanged 10
		SP:Iteration 127Q (216551.730000 sec): 3 clusters
  Score: Raw -18335444.246169 + Penalty 3885.460272 = -18331558.785897
  nChanged 8
		SP:Iteration 128Q (216552.970000 sec): 3 clusters
  Score: Raw -18335445.624569 + Penalty 3885.460272 = -18331560.164297
  nChanged 10
		SP:Iteration 129Q (216554.270000 sec): 3 clusters
  Score: Raw -18335447.894781 + Penalty 3885.460272 = -18331562.434508
  nChanged 9
		SP:Iteration 130Q (216555.550000 sec): 3 clusters
  Score: Raw -18335449.896482 + Penalty 3885.460272 = -18331564.436210
  nChanged 11
		SP:Iteration 131Q (216556.790000 sec): 3 clusters
  Score: Raw -18335452.779864 + Penalty 3885.460272 = -18331567.319592
  nChanged 14
		SP:Iteration 132Q (216558.090000 sec): 3 clusters
  Score: Raw -18335455.790527 + Penalty 3885.460272 = -18331570.330255
  nChanged 8
		SP:Iteration 133Q (216559.360000 sec): 3 clusters
  Score: Raw -18335457.372400 + Penalty 3885.460272 = -18331571.912127
  nChanged 8
		SP:Iteration 134Q (216560.610000 sec): 3 clusters
  Score: Raw -18335458.982850 + Penalty 3885.460272 = -18331573.522578
  nChanged 9
		SP:Iteration 135Q (216561.910000 sec): 3 clusters
  Score: Raw -18335460.477238 + Penalty 3885.460272 = -18331575.016966
  nChanged 7
		SP:Iteration 136Q (216563.180000 sec): 3 clusters
  Score: Raw -18335461.363717 + Penalty 3885.460272 = -18331575.903444
  nChanged 2
		SP:Iteration 137Q (216564.430000 sec): 3 clusters
  Score: Raw -18335461.573781 + Penalty 3885.460272 = -18331576.113508
  nChanged 2
		SP:Iteration 138Q (216565.720000 sec): 3 clusters
  Score: Raw -18335462.007816 + Penalty 3885.460272 = -18331576.547544
  nChanged 2
		SP:Iteration 139Q (216566.990000 sec): 3 clusters
  Score: Raw -18335463.088063 + Penalty 3885.460272 = -18331577.627791
  nChanged 8
		SP:Iteration 140F (216568.380000 sec): 3 clusters
  Score: Raw -18335465.534302 + Penalty 3885.460272 = -18331580.074030
  nChanged 5
		SP:Iteration 141Q (216569.690000 sec): 3 clusters
  Score: Raw -18335466.288238 + Penalty 3885.460272 = -18331580.827966
  nChanged 3
		SP:Iteration 142Q (216570.960000 sec): 3 clusters
  Score: Raw -18335467.516544 + Penalty 3885.460272 = -18331582.056272
  nChanged 8
		SP:Iteration 143Q (216572.200000 sec): 3 clusters
  Score: Raw -18335468.857561 + Penalty 3885.460272 = -18331583.397289
  nChanged 5
		SP:Iteration 144Q (216573.500000 sec): 3 clusters
  Score: Raw -18335469.817403 + Penalty 3885.460272 = -18331584.357131
  nChanged 5
		SP:Iteration 145Q (216574.760000 sec): 3 clusters
  Score: Raw -18335470.765548 + Penalty 3885.460272 = -18331585.305276
  nChanged 4
		SP:Iteration 146Q (216576.010000 sec): 3 clusters
  Score: Raw -18335471.536332 + Penalty 3885.460272 = -18331586.076060
  nChanged 2
		SP:Iteration 147Q (216577.300000 sec): 3 clusters
  Score: Raw -18335471.942534 + Penalty 3885.460272 = -18331586.482262
  nChanged 3
		SP:Iteration 148Q (216578.580000 sec): 3 clusters
  Score: Raw -18335472.377672 + Penalty 3885.460272 = -18331586.917400
  nChanged 2
		SP:Iteration 149Q (216579.840000 sec): 3 clusters
  Score: Raw -18335472.778824 + Penalty 3885.460272 = -18331587.318552
  nChanged 1
		SP:Iteration 150Q (216581.080000 sec): 3 clusters
  Score: Raw -18335473.029291 + Penalty 3885.460272 = -18331587.569019
  nChanged 0
		SP:Iteration 151F (216582.530000 sec): 3 clusters
  Score: Raw -18335473.029291 + Penalty 3885.460272 = -18331587.569019
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 12 (7490 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (216582.620000 sec): 2 clusters
  Score: Raw -849851.010031 + Penalty 1449.715162 = -848401.294868
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (216582.750000 sec): 3 clusters
  Score: Raw -845698.517278 + Penalty 2899.430325 = -842799.086953
  nChanged 3170
		SP:Iteration 1F (216582.860000 sec): 3 clusters
  Score: Raw -847470.061192 + Penalty 2899.430325 = -844570.630867
  nChanged 567
		SP:Iteration 2F (216582.970000 sec): 3 clusters
  Score: Raw -847824.494831 + Penalty 2899.430325 = -844925.064507
  nChanged 472
		SP:Iteration 3F (216583.100000 sec): 3 clusters
  Score: Raw -848145.999851 + Penalty 2899.430325 = -845246.569526
  nChanged 470
		SP:Iteration 4F (216583.220000 sec): 3 clusters
  Score: Raw -848443.100621 + Penalty 2899.430325 = -845543.670297
  nChanged 409
		SP:Iteration 5F (216583.340000 sec): 3 clusters
  Score: Raw -848714.450937 + Penalty 2899.430325 = -845815.020612
  nChanged 363
		SP:Iteration 6Q (216583.460000 sec): 3 clusters
  Score: Raw -848974.321695 + Penalty 2899.430325 = -846074.891371
  nChanged 369
		SP:Iteration 7Q (216583.580000 sec): 3 clusters
  Score: Raw -849249.810983 + Penalty 2899.430325 = -846350.380658
  nChanged 337
		SP:Iteration 8Q (216583.710000 sec): 3 clusters
  Score: Raw -849515.036255 + Penalty 2899.430325 = -846615.605930
  nChanged 319
		SP:Iteration 9Q (216583.830000 sec): 3 clusters
  Score: Raw -849760.919708 + Penalty 2899.430325 = -846861.489383
  nChanged 290
		SP:Iteration 10Q (216583.950000 sec): 3 clusters
  Score: Raw -849980.682572 + Penalty 2899.430325 = -847081.252247
  nChanged 246
		SP:Iteration 11Q (216584.070000 sec): 3 clusters
  Score: Raw -850155.655350 + Penalty 2899.430325 = -847256.225025
  nChanged 198
		SP:Iteration 12Q (216584.190000 sec): 3 clusters
  Score: Raw -850277.415069 + Penalty 2899.430325 = -847377.984744
  nChanged 167
		SP:Iteration 13Q (216584.310000 sec): 3 clusters
  Score: Raw -850386.352878 + Penalty 2899.430325 = -847486.922553
  nChanged 146
		SP:Iteration 14Q (216584.430000 sec): 3 clusters
  Score: Raw -850478.388178 + Penalty 2899.430325 = -847578.957854
  nChanged 124
		SP:Iteration 15Q (216584.550000 sec): 3 clusters
  Score: Raw -850538.750167 + Penalty 2899.430325 = -847639.319842
  nChanged 90
		SP:Iteration 16Q (216584.670000 sec): 3 clusters
  Score: Raw -850578.540950 + Penalty 2899.430325 = -847679.110625
  nChanged 80
		SP:Iteration 17Q (216584.790000 sec): 3 clusters
  Score: Raw -850624.625451 + Penalty 2899.430325 = -847725.195126
  nChanged 73
		SP:Iteration 18Q (216584.910000 sec): 3 clusters
  Score: Raw -850661.295819 + Penalty 2899.430325 = -847761.865494
  nChanged 58
		SP:Iteration 19Q (216585.030000 sec): 3 clusters
  Score: Raw -850682.619844 + Penalty 2899.430325 = -847783.189520
  nChanged 39
		SP:Iteration 20F (216585.150000 sec): 3 clusters
  Score: Raw -850693.362518 + Penalty 2899.430325 = -847793.932193
  nChanged 29
		SP:Iteration 21Q (216585.270000 sec): 3 clusters
  Score: Raw -850699.828688 + Penalty 2899.430325 = -847800.398363
  nChanged 19
		SP:Iteration 22Q (216585.380000 sec): 3 clusters
  Score: Raw -850704.201501 + Penalty 2899.430325 = -847804.771176
  nChanged 19
		SP:Iteration 23Q (216585.500000 sec): 3 clusters
  Score: Raw -850709.920036 + Penalty 2899.430325 = -847810.489711
  nChanged 17
		SP:Iteration 24Q (216585.620000 sec): 3 clusters
  Score: Raw -850712.777336 + Penalty 2899.430325 = -847813.347012
  nChanged 7
		SP:Iteration 25Q (216585.740000 sec): 3 clusters
  Score: Raw -850713.952555 + Penalty 2899.430325 = -847814.522230
  nChanged 6
		SP:Iteration 26Q (216585.860000 sec): 3 clusters
  Score: Raw -850714.798125 + Penalty 2899.430325 = -847815.367800
  nChanged 2
		SP:Iteration 27Q (216585.980000 sec): 3 clusters
  Score: Raw -850714.956546 + Penalty 2899.430325 = -847815.526221
  nChanged 0
		SP:Iteration 28F (216586.100000 sec): 3 clusters
  Score: Raw -850714.956546 + Penalty 2899.430325 = -847815.526221
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 13 (83705 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (216586.730000 sec): 2 clusters
  Score: Raw -10434635.671969 + Penalty 1841.946274 = -10432793.725696
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (216587.570000 sec): 3 clusters
  Score: Raw -10380303.968009 + Penalty 3683.892547 = -10376620.075462
  nChanged 39978
		SP:Iteration 1F (216588.410000 sec): 3 clusters
  Score: Raw -10404505.488068 + Penalty 3683.892547 = -10400821.595521
  nChanged 3939
		SP:Iteration 2Q (216589.200000 sec): 3 clusters
  Score: Raw -10405970.258665 + Penalty 3683.892547 = -10402286.366118
  nChanged 4547
		SP:Iteration 3F (216590.020000 sec): 3 clusters
  Score: Raw -10408008.973833 + Penalty 3683.892547 = -10404325.081285
  nChanged 5147
		SP:Iteration 4F (216590.850000 sec): 3 clusters
  Score: Raw -10410558.236256 + Penalty 3683.892547 = -10406874.343709
  nChanged 5360
		SP:Iteration 5F (216591.640000 sec): 3 clusters
  Score: Raw -10413337.866570 + Penalty 3683.892547 = -10409653.974023
  nChanged 5015
		SP:Iteration 6F (216592.450000 sec): 3 clusters
  Score: Raw -10416042.916136 + Penalty 3683.892547 = -10412359.023588
  nChanged 4684
		SP:Iteration 7F (216593.290000 sec): 3 clusters
  Score: Raw -10418796.952776 + Penalty 3683.892547 = -10415113.060228
  nChanged 4485
		SP:Iteration 8F (216594.080000 sec): 3 clusters
  Score: Raw -10421891.442116 + Penalty 3683.892547 = -10418207.549569
  nChanged 4564
		SP:Iteration 9F (216594.910000 sec): 3 clusters
  Score: Raw -10425588.963552 + Penalty 3683.892547 = -10421905.071005
  nChanged 4121
		SP:Iteration 10Q (216595.700000 sec): 3 clusters
  Score: Raw -10429359.606637 + Penalty 3683.892547 = -10425675.714090
  nChanged 3113
		SP:Iteration 11Q (216596.520000 sec): 3 clusters
  Score: Raw -10432321.628780 + Penalty 3683.892547 = -10428637.736233
  nChanged 1625
		SP:Iteration 12Q (216597.270000 sec): 3 clusters
  Score: Raw -10433851.411058 + Penalty 3683.892547 = -10430167.518511
  nChanged 618
		SP:Iteration 13Q (216597.980000 sec): 3 clusters
  Score: Raw -10434421.760463 + Penalty 3683.892547 = -10430737.867915
  nChanged 223
		SP:Iteration 14Q (216598.680000 sec): 3 clusters
  Score: Raw -10434645.268896 + Penalty 3683.892547 = -10430961.376348
  nChanged 75
		SP:Iteration 15Q (216599.400000 sec): 3 clusters
  Score: Raw -10434726.525093 + Penalty 3683.892547 = -10431042.632546
  nChanged 39
		SP:Iteration 16Q (216600.100000 sec): 3 clusters
  Score: Raw -10434771.763006 + Penalty 3683.892547 = -10431087.870459
  nChanged 23
		SP:Iteration 17Q (216600.760000 sec): 3 clusters
  Score: Raw -10434800.923562 + Penalty 3683.892547 = -10431117.031014
  nChanged 17
		SP:Iteration 18Q (216601.440000 sec): 3 clusters
  Score: Raw -10434823.631093 + Penalty 3683.892547 = -10431139.738545
  nChanged 11
		SP:Iteration 19Q (216602.150000 sec): 3 clusters
  Score: Raw -10434835.975936 + Penalty 3683.892547 = -10431152.083388
  nChanged 5
		SP:Iteration 20F (216602.930000 sec): 3 clusters
  Score: Raw -10434842.382936 + Penalty 3683.892547 = -10431158.490388
  nChanged 6
		SP:Iteration 21Q (216603.640000 sec): 3 clusters
  Score: Raw -10434851.244932 + Penalty 3683.892547 = -10431167.352385
  nChanged 4
		SP:Iteration 22Q (216604.300000 sec): 3 clusters
  Score: Raw -10434858.687442 + Penalty 3683.892547 = -10431174.794895
  nChanged 4
		SP:Iteration 23Q (216605.000000 sec): 3 clusters
  Score: Raw -10434864.262202 + Penalty 3683.892547 = -10431180.369655
  nChanged 4
		SP:Iteration 24Q (216605.710000 sec): 3 clusters
  Score: Raw -10434867.440178 + Penalty 3683.892547 = -10431183.547631
  nChanged 2
		SP:Iteration 25Q (216606.360000 sec): 3 clusters
  Score: Raw -10434870.249488 + Penalty 3683.892547 = -10431186.356941
  nChanged 1
		SP:Iteration 26Q (216607.060000 sec): 3 clusters
  Score: Raw -10434870.753480 + Penalty 3683.892547 = -10431186.860933
  nChanged 0
		SP:Iteration 27F (216607.890000 sec): 3 clusters
  Score: Raw -10434870.753480 + Penalty 3683.892547 = -10431186.860933
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 14 (5613 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (216607.960000 sec): 2 clusters
  Score: Raw -644027.503968 + Penalty 1402.836600 = -642624.667368
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (216608.090000 sec): 3 clusters
  Score: Raw -641077.679868 + Penalty 2805.673200 = -638272.006668
  nChanged 2312
		SP:Iteration 1F (216608.190000 sec): 3 clusters
  Score: Raw -642539.540803 + Penalty 2805.673200 = -639733.867603
  nChanged 472
		SP:Iteration 2F (216608.290000 sec): 3 clusters
  Score: Raw -642868.809786 + Penalty 2805.673200 = -640063.136586
  nChanged 376
		SP:Iteration 3F (216608.390000 sec): 3 clusters
  Score: Raw -643097.660486 + Penalty 2805.673200 = -640291.987286
  nChanged 272
		SP:Iteration 4Q (216608.480000 sec): 3 clusters
  Score: Raw -643259.006532 + Penalty 2805.673200 = -640453.333332
  nChanged 222
		SP:Iteration 5Q (216608.580000 sec): 3 clusters
  Score: Raw -643382.493327 + Penalty 2805.673200 = -640576.820127
  nChanged 186
		SP:Iteration 6Q (216608.670000 sec): 3 clusters
  Score: Raw -643476.713781 + Penalty 2805.673200 = -640671.040581
  nChanged 175
		SP:Iteration 7Q (216608.770000 sec): 3 clusters
  Score: Raw -643556.265701 + Penalty 2805.673200 = -640750.592501
  nChanged 137
		SP:Iteration 8Q (216608.870000 sec): 3 clusters
  Score: Raw -643622.219961 + Penalty 2805.673200 = -640816.546761
  nChanged 130
		SP:Iteration 9Q (216608.970000 sec): 3 clusters
  Score: Raw -643700.584714 + Penalty 2805.673200 = -640894.911515
  nChanged 150
		SP:Iteration 10Q (216609.060000 sec): 3 clusters
  Score: Raw -643801.953849 + Penalty 2805.673200 = -640996.280649
  nChanged 164
		SP:Iteration 11Q (216609.160000 sec): 3 clusters
  Score: Raw -643916.390453 + Penalty 2805.673200 = -641110.717254
  nChanged 167
		SP:Iteration 12Q (216609.260000 sec): 3 clusters
  Score: Raw -644030.886668 + Penalty 2805.673200 = -641225.213468
  nChanged 168
		SP:Iteration 13Q (216609.350000 sec): 3 clusters
  Score: Raw -644152.119278 + Penalty 2805.673200 = -641346.446078
  nChanged 148
		SP:Iteration 14Q (216609.450000 sec): 3 clusters
  Score: Raw -644252.919898 + Penalty 2805.673200 = -641447.246698
  nChanged 160
		SP:Iteration 15Q (216609.550000 sec): 3 clusters
  Score: Raw -644370.792511 + Penalty 2805.673200 = -641565.119311
  nChanged 144
		SP:Iteration 16Q (216609.640000 sec): 3 clusters
  Score: Raw -644461.724275 + Penalty 2805.673200 = -641656.051075
  nChanged 93
		SP:Iteration 17Q (216609.730000 sec): 3 clusters
  Score: Raw -644501.386799 + Penalty 2805.673200 = -641695.713599
  nChanged 63
		SP:Iteration 18Q (216609.830000 sec): 3 clusters
  Score: Raw -644527.348893 + Penalty 2805.673200 = -641721.675693
  nChanged 42
		SP:Iteration 19Q (216609.920000 sec): 3 clusters
  Score: Raw -644544.508589 + Penalty 2805.673200 = -641738.835389
  nChanged 37
		SP:Iteration 20F (216610.020000 sec): 3 clusters
  Score: Raw -644556.773147 + Penalty 2805.673200 = -641751.099947
  nChanged 29
		SP:Iteration 21Q (216610.210000 sec): 3 clusters
  Score: Raw -644565.637324 + Penalty 2805.673200 = -641759.964124
  nChanged 22
		SP:Iteration 22Q (216610.310000 sec): 3 clusters
  Score: Raw -644572.959620 + Penalty 2805.673200 = -641767.286420
  nChanged 27
		SP:Iteration 23Q (216610.400000 sec): 3 clusters
  Score: Raw -644582.386638 + Penalty 2805.673200 = -641776.713438
  nChanged 22
		SP:Iteration 24Q (216610.490000 sec): 3 clusters
  Score: Raw -644588.695284 + Penalty 2805.673200 = -641783.022084
  nChanged 20
		SP:Iteration 25Q (216610.590000 sec): 3 clusters
  Score: Raw -644594.255600 + Penalty 2805.673200 = -641788.582400
  nChanged 13
		SP:Iteration 26Q (216610.680000 sec): 3 clusters
  Score: Raw -644598.071693 + Penalty 2805.673200 = -641792.398493
  nChanged 18
		SP:Iteration 27Q (216610.770000 sec): 3 clusters
  Score: Raw -644602.759667 + Penalty 2805.673200 = -641797.086467
  nChanged 17
		SP:Iteration 28Q (216610.910000 sec): 3 clusters
  Score: Raw -644607.731437 + Penalty 2805.673200 = -641802.058237
  nChanged 17
		SP:Iteration 29Q (216611.000000 sec): 3 clusters
  Score: Raw -644611.537018 + Penalty 2805.673200 = -641805.863818
  nChanged 8
		SP:Iteration 30Q (216611.090000 sec): 3 clusters
  Score: Raw -644613.157725 + Penalty 2805.673200 = -641807.484525
  nChanged 6
		SP:Iteration 31Q (216611.190000 sec): 3 clusters
  Score: Raw -644614.329055 + Penalty 2805.673200 = -641808.655855
  nChanged 4
		SP:Iteration 32Q (216611.280000 sec): 3 clusters
  Score: Raw -644615.215628 + Penalty 2805.673200 = -641809.542428
  nChanged 4
		SP:Iteration 33Q (216611.380000 sec): 3 clusters
  Score: Raw -644615.736213 + Penalty 2805.673200 = -641810.063013
  nChanged 2
		SP:Iteration 34Q (216611.470000 sec): 3 clusters
  Score: Raw -644616.064718 + Penalty 2805.673200 = -641810.391519
  nChanged 0
		SP:Iteration 35F (216611.570000 sec): 3 clusters
  Score: Raw -644616.064718 + Penalty 2805.673200 = -641810.391519
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 15 (6079 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (216611.660000 sec): 2 clusters
  Score: Raw -672335.676009 + Penalty 1415.796767 = -670919.879243
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (216611.790000 sec): 3 clusters
  Score: Raw -669114.930011 + Penalty 2831.593534 = -666283.336477
  nChanged 2540
		SP:Iteration 1F (216611.890000 sec): 3 clusters
  Score: Raw -670827.477123 + Penalty 2831.593534 = -667995.883589
  nChanged 572
		SP:Iteration 2F (216611.980000 sec): 3 clusters
  Score: Raw -671336.662420 + Penalty 2831.593534 = -668505.068886
  nChanged 477
		SP:Iteration 3F (216612.080000 sec): 3 clusters
  Score: Raw -671693.658515 + Penalty 2831.593534 = -668862.064981
  nChanged 383
		SP:Iteration 4F (216612.180000 sec): 3 clusters
  Score: Raw -671948.078067 + Penalty 2831.593534 = -669116.484533
  nChanged 287
		SP:Iteration 5Q (216612.280000 sec): 3 clusters
  Score: Raw -672112.985388 + Penalty 2831.593534 = -669281.391854
  nChanged 216
		SP:Iteration 6Q (216612.380000 sec): 3 clusters
  Score: Raw -672221.478365 + Penalty 2831.593534 = -669389.884832
  nChanged 168
		SP:Iteration 7Q (216612.480000 sec): 3 clusters
  Score: Raw -672297.296931 + Penalty 2831.593534 = -669465.703398
  nChanged 132
		SP:Iteration 8Q (216612.570000 sec): 3 clusters
  Score: Raw -672355.438532 + Penalty 2831.593534 = -669523.844998
  nChanged 108
		SP:Iteration 9Q (216612.670000 sec): 3 clusters
  Score: Raw -672401.303509 + Penalty 2831.593534 = -669569.709975
  nChanged 111
		SP:Iteration 10Q (216612.770000 sec): 3 clusters
  Score: Raw -672440.275116 + Penalty 2831.593534 = -669608.681582
  nChanged 82
		SP:Iteration 11Q (216612.870000 sec): 3 clusters
  Score: Raw -672473.961664 + Penalty 2831.593534 = -669642.368131
  nChanged 90
		SP:Iteration 12Q (216612.970000 sec): 3 clusters
  Score: Raw -672502.622441 + Penalty 2831.593534 = -669671.028907
  nChanged 66
		SP:Iteration 13Q (216613.060000 sec): 3 clusters
  Score: Raw -672524.545263 + Penalty 2831.593534 = -669692.951730
  nChanged 66
		SP:Iteration 14Q (216613.160000 sec): 3 clusters
  Score: Raw -672547.830547 + Penalty 2831.593534 = -669716.237014
  nChanged 64
		SP:Iteration 15Q (216613.260000 sec): 3 clusters
  Score: Raw -672567.105216 + Penalty 2831.593534 = -669735.511683
  nChanged 45
		SP:Iteration 16Q (216613.360000 sec): 3 clusters
  Score: Raw -672581.175923 + Penalty 2831.593534 = -669749.582389
  nChanged 50
		SP:Iteration 17Q (216613.450000 sec): 3 clusters
  Score: Raw -672593.428719 + Penalty 2831.593534 = -669761.835186
  nChanged 34
		SP:Iteration 18Q (216613.550000 sec): 3 clusters
  Score: Raw -672601.420905 + Penalty 2831.593534 = -669769.827371
  nChanged 32
		SP:Iteration 19Q (216613.650000 sec): 3 clusters
  Score: Raw -672608.517097 + Penalty 2831.593534 = -669776.923563
  nChanged 31
		SP:Iteration 20F (216613.750000 sec): 3 clusters
  Score: Raw -672614.806373 + Penalty 2831.593534 = -669783.212839
  nChanged 13
		SP:Iteration 21Q (216613.850000 sec): 3 clusters
  Score: Raw -672616.998870 + Penalty 2831.593534 = -669785.405337
  nChanged 15
		SP:Iteration 22Q (216613.950000 sec): 3 clusters
  Score: Raw -672619.720383 + Penalty 2831.593534 = -669788.126849
  nChanged 15
		SP:Iteration 23Q (216614.040000 sec): 3 clusters
  Score: Raw -672621.795744 + Penalty 2831.593534 = -669790.202210
  nChanged 12
		SP:Iteration 24Q (216614.140000 sec): 3 clusters
  Score: Raw -672624.051116 + Penalty 2831.593534 = -669792.457582
  nChanged 14
		SP:Iteration 25Q (216614.240000 sec): 3 clusters
  Score: Raw -672626.405506 + Penalty 2831.593534 = -669794.811972
  nChanged 19
		SP:Iteration 26Q (216614.350000 sec): 3 clusters
  Score: Raw -672628.579056 + Penalty 2831.593534 = -669796.985523
  nChanged 15
		SP:Iteration 27Q (216614.440000 sec): 3 clusters
  Score: Raw -672631.243980 + Penalty 2831.593534 = -669799.650447
  nChanged 10
		SP:Iteration 28Q (216614.540000 sec): 3 clusters
  Score: Raw -672632.759303 + Penalty 2831.593534 = -669801.165770
  nChanged 10
		SP:Iteration 29Q (216614.640000 sec): 3 clusters
  Score: Raw -672634.513670 + Penalty 2831.593534 = -669802.920137
  nChanged 14
		SP:Iteration 30Q (216614.740000 sec): 3 clusters
  Score: Raw -672636.714822 + Penalty 2831.593534 = -669805.121288
  nChanged 11
		SP:Iteration 31Q (216614.830000 sec): 3 clusters
  Score: Raw -672638.340993 + Penalty 2831.593534 = -669806.747459
  nChanged 7
		SP:Iteration 32Q (216614.930000 sec): 3 clusters
  Score: Raw -672640.378521 + Penalty 2831.593534 = -669808.784987
  nChanged 8
		SP:Iteration 33Q (216615.030000 sec): 3 clusters
  Score: Raw -672641.390216 + Penalty 2831.593534 = -669809.796683
  nChanged 7
		SP:Iteration 34Q (216615.130000 sec): 3 clusters
  Score: Raw -672643.013546 + Penalty 2831.593534 = -669811.420012
  nChanged 6
		SP:Iteration 35Q (216615.230000 sec): 3 clusters
  Score: Raw -672643.561810 + Penalty 2831.593534 = -669811.968277
  nChanged 1
		SP:Iteration 36Q (216615.330000 sec): 3 clusters
  Score: Raw -672643.693871 + Penalty 2831.593534 = -669812.100337
  nChanged 2
		SP:Iteration 37Q (216615.420000 sec): 3 clusters
  Score: Raw -672643.856126 + Penalty 2831.593534 = -669812.262592
  nChanged 3
		SP:Iteration 38Q (216615.520000 sec): 3 clusters
  Score: Raw -672644.147532 + Penalty 2831.593534 = -669812.553998
  nChanged 1
		SP:Iteration 39Q (216615.620000 sec): 3 clusters
  Score: Raw -672644.229576 + Penalty 2831.593534 = -669812.636043
  nChanged 0
		SP:Iteration 40F (216615.720000 sec): 3 clusters
  Score: Raw -672644.229576 + Penalty 2831.593534 = -669812.636043
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 16 (5346 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (216615.790000 sec): 2 clusters
  Score: Raw -671770.746692 + Penalty 1394.916883 = -670375.829809
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (216615.900000 sec): 3 clusters
  Score: Raw -668981.371811 + Penalty 2789.833766 = -666191.538044
  nChanged 2166
		SP:Iteration 1F (216616.000000 sec): 3 clusters
  Score: Raw -670138.053065 + Penalty 2789.833766 = -667348.219298
  nChanged 395
		SP:Iteration 2F (216616.100000 sec): 3 clusters
  Score: Raw -670351.723381 + Penalty 2789.833766 = -667561.889615
  nChanged 313
		SP:Iteration 3F (216616.190000 sec): 3 clusters
  Score: Raw -670530.260183 + Penalty 2789.833766 = -667740.426416
  nChanged 294
		SP:Iteration 4F (216616.280000 sec): 3 clusters
  Score: Raw -670705.835512 + Penalty 2789.833766 = -667916.001746
  nChanged 266
		SP:Iteration 5Q (216616.370000 sec): 3 clusters
  Score: Raw -670881.514545 + Penalty 2789.833766 = -668091.680778
  nChanged 275
		SP:Iteration 6F (216616.470000 sec): 3 clusters
  Score: Raw -671071.851043 + Penalty 2789.833766 = -668282.017276
  nChanged 236
		SP:Iteration 7Q (216616.560000 sec): 3 clusters
  Score: Raw -671231.900115 + Penalty 2789.833766 = -668442.066349
  nChanged 201
		SP:Iteration 8Q (216616.650000 sec): 3 clusters
  Score: Raw -671371.346022 + Penalty 2789.833766 = -668581.512256
  nChanged 183
		SP:Iteration 9Q (216616.740000 sec): 3 clusters
  Score: Raw -671490.268721 + Penalty 2789.833766 = -668700.434955
  nChanged 128
		SP:Iteration 10Q (216616.830000 sec): 3 clusters
  Score: Raw -671573.152985 + Penalty 2789.833766 = -668783.319218
  nChanged 97
		SP:Iteration 11Q (216616.930000 sec): 3 clusters
  Score: Raw -671627.154340 + Penalty 2789.833766 = -668837.320574
  nChanged 72
		SP:Iteration 12Q (216617.020000 sec): 3 clusters
  Score: Raw -671672.194443 + Penalty 2789.833766 = -668882.360676
  nChanged 70
		SP:Iteration 13Q (216617.110000 sec): 3 clusters
  Score: Raw -671712.809008 + Penalty 2789.833766 = -668922.975242
  nChanged 60
		SP:Iteration 14Q (216617.200000 sec): 3 clusters
  Score: Raw -671749.967789 + Penalty 2789.833766 = -668960.134023
  nChanged 52
		SP:Iteration 15Q (216617.290000 sec): 3 clusters
  Score: Raw -671780.812266 + Penalty 2789.833766 = -668990.978500
  nChanged 27
		SP:Iteration 16Q (216617.390000 sec): 3 clusters
  Score: Raw -671794.811872 + Penalty 2789.833766 = -669004.978105
  nChanged 23
		SP:Iteration 17Q (216617.480000 sec): 3 clusters
  Score: Raw -671808.552959 + Penalty 2789.833766 = -669018.719193
  nChanged 22
		SP:Iteration 18Q (216617.560000 sec): 3 clusters
  Score: Raw -671821.926625 + Penalty 2789.833766 = -669032.092859
  nChanged 15
		SP:Iteration 19Q (216617.650000 sec): 3 clusters
  Score: Raw -671831.001811 + Penalty 2789.833766 = -669041.168044
  nChanged 14
		SP:Iteration 20F (216617.750000 sec): 3 clusters
  Score: Raw -671838.279111 + Penalty 2789.833766 = -669048.445345
  nChanged 15
		SP:Iteration 21Q (216617.840000 sec): 3 clusters
  Score: Raw -671843.798137 + Penalty 2789.833766 = -669053.964371
  nChanged 6
		SP:Iteration 22Q (216617.930000 sec): 3 clusters
  Score: Raw -671846.376900 + Penalty 2789.833766 = -669056.543133
  nChanged 10
		SP:Iteration 23Q (216618.020000 sec): 3 clusters
  Score: Raw -671852.745848 + Penalty 2789.833766 = -669062.912081
  nChanged 7
		SP:Iteration 24Q (216618.110000 sec): 3 clusters
  Score: Raw -671856.329241 + Penalty 2789.833766 = -669066.495475
  nChanged 8
		SP:Iteration 25Q (216618.200000 sec): 3 clusters
  Score: Raw -671860.474413 + Penalty 2789.833766 = -669070.640646
  nChanged 9
		SP:Iteration 26Q (216618.290000 sec): 3 clusters
  Score: Raw -671865.742693 + Penalty 2789.833766 = -669075.908926
  nChanged 5
		SP:Iteration 27Q (216618.380000 sec): 3 clusters
  Score: Raw -671868.386877 + Penalty 2789.833766 = -669078.553110
  nChanged 6
		SP:Iteration 28Q (216618.470000 sec): 3 clusters
  Score: Raw -671873.148242 + Penalty 2789.833766 = -669083.314476
  nChanged 9
		SP:Iteration 29Q (216618.560000 sec): 3 clusters
  Score: Raw -671879.763366 + Penalty 2789.833766 = -669089.929600
  nChanged 6
		SP:Iteration 30Q (216618.650000 sec): 3 clusters
  Score: Raw -671882.322215 + Penalty 2789.833766 = -669092.488448
  nChanged 6
		SP:Iteration 31Q (216618.730000 sec): 3 clusters
  Score: Raw -671885.519896 + Penalty 2789.833766 = -669095.686130
  nChanged 3
		SP:Iteration 32Q (216618.830000 sec): 3 clusters
  Score: Raw -671887.160886 + Penalty 2789.833766 = -669097.327119
  nChanged 5
		SP:Iteration 33Q (216618.910000 sec): 3 clusters
  Score: Raw -671890.758887 + Penalty 2789.833766 = -669100.925121
  nChanged 3
		SP:Iteration 34Q (216619.000000 sec): 3 clusters
  Score: Raw -671892.489511 + Penalty 2789.833766 = -669102.655744
  nChanged 3
		SP:Iteration 35Q (216619.100000 sec): 3 clusters
  Score: Raw -671894.280196 + Penalty 2789.833766 = -669104.446430
  nChanged 5
		SP:Iteration 36Q (216619.180000 sec): 3 clusters
  Score: Raw -671897.442247 + Penalty 2789.833766 = -669107.608480
  nChanged 3
		SP:Iteration 37Q (216619.270000 sec): 3 clusters
  Score: Raw -671898.989271 + Penalty 2789.833766 = -669109.155505
  nChanged 2
		SP:Iteration 38Q (216619.360000 sec): 3 clusters
  Score: Raw -671900.114504 + Penalty 2789.833766 = -669110.280737
  nChanged 2
		SP:Iteration 39Q (216619.450000 sec): 3 clusters
  Score: Raw -671900.787262 + Penalty 2789.833766 = -669110.953496
  nChanged 2
		SP:Iteration 40F (216619.540000 sec): 3 clusters
  Score: Raw -671902.697998 + Penalty 2789.833766 = -669112.864232
  nChanged 3
		SP:Iteration 41Q (216619.640000 sec): 3 clusters
  Score: Raw -671904.394949 + Penalty 2789.833766 = -669114.561182
  nChanged 6
		SP:Iteration 42Q (216619.720000 sec): 3 clusters
  Score: Raw -671908.294909 + Penalty 2789.833766 = -669118.461142
  nChanged 5
		SP:Iteration 43Q (216619.810000 sec): 3 clusters
  Score: Raw -671912.150806 + Penalty 2789.833766 = -669122.317040
  nChanged 7
		SP:Iteration 44Q (216620.010000 sec): 3 clusters
  Score: Raw -671916.559541 + Penalty 2789.833766 = -669126.725774
  nChanged 4
		SP:Iteration 45Q (216620.100000 sec): 3 clusters
  Score: Raw -671919.335397 + Penalty 2789.833766 = -669129.501630
  nChanged 6
		SP:Iteration 46Q (216620.190000 sec): 3 clusters
  Score: Raw -671923.100828 + Penalty 2789.833766 = -669133.267061
  nChanged 6
		SP:Iteration 47Q (216620.280000 sec): 3 clusters
  Score: Raw -671927.260432 + Penalty 2789.833766 = -669137.426666
  nChanged 4
		SP:Iteration 48Q (216620.360000 sec): 3 clusters
  Score: Raw -671929.565006 + Penalty 2789.833766 = -669139.731240
  nChanged 2
		SP:Iteration 49Q (216620.450000 sec): 3 clusters
  Score: Raw -671931.263187 + Penalty 2789.833766 = -669141.429421
  nChanged 4
		SP:Iteration 50Q (216620.540000 sec): 3 clusters
  Score: Raw -671935.774464 + Penalty 2789.833766 = -669145.940697
  nChanged 3
		SP:Iteration 51Q (216620.630000 sec): 3 clusters
  Score: Raw -671938.757952 + Penalty 2789.833766 = -669148.924186
  nChanged 3
		SP:Iteration 52Q (216620.720000 sec): 3 clusters
  Score: Raw -671941.486660 + Penalty 2789.833766 = -669151.652893
  nChanged 2
		SP:Iteration 53Q (216620.810000 sec): 3 clusters
  Score: Raw -671942.997407 + Penalty 2789.833766 = -669153.163641
  nChanged 2
		SP:Iteration 54Q (216620.900000 sec): 3 clusters
  Score: Raw -671944.111965 + Penalty 2789.833766 = -669154.278199
  nChanged 0
		SP:Iteration 55F (216620.990000 sec): 3 clusters
  Score: Raw -671944.111965 + Penalty 2789.833766 = -669154.278199
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 17 (126 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (216621.040000 sec): 2 clusters
  Score: Raw -11747.698249 + Penalty 785.895810 = -10961.802439
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (216621.040000 sec): 3 clusters
  Score: Raw -11961.613897 + Penalty 1571.791620 = -10389.822277
  nChanged 12
		SP:Iteration 1F (216621.040000 sec): 3 clusters
  Score: Raw -12015.962085 + Penalty 1571.791620 = -10444.170466
  nChanged 2
		SP:Iteration 2Q (216621.050000 sec): 3 clusters
  Score: Raw -12022.413268 + Penalty 1571.791620 = -10450.621649
  nChanged 0
		SP:Iteration 3F (216621.050000 sec): 3 clusters
  Score: Raw -12022.413268 + Penalty 1571.791620 = -10450.621649
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 18 (10194 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (216621.170000 sec): 2 clusters
  Score: Raw -1327138.532445 + Penalty 1499.802621 = -1325638.729824
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (216621.350000 sec): 3 clusters
  Score: Raw -1321301.007718 + Penalty 2999.605242 = -1318301.402476
  nChanged 4436
		SP:Iteration 1F (216621.480000 sec): 3 clusters
  Score: Raw -1323591.037740 + Penalty 2999.605242 = -1320591.432498
  nChanged 611
		SP:Iteration 2F (216621.620000 sec): 3 clusters
  Score: Raw -1323825.325617 + Penalty 2999.605242 = -1320825.720375
  nChanged 487
		SP:Iteration 3Q (216621.780000 sec): 3 clusters
  Score: Raw -1323993.125563 + Penalty 2999.605242 = -1320993.520321
  nChanged 377
		SP:Iteration 4Q (216621.960000 sec): 3 clusters
  Score: Raw -1324098.681905 + Penalty 2999.605242 = -1321099.076663
  nChanged 305
		SP:Iteration 5Q (216622.100000 sec): 3 clusters
  Score: Raw -1324184.800403 + Penalty 2999.605242 = -1321185.195161
  nChanged 262
		SP:Iteration 6Q (216622.250000 sec): 3 clusters
  Score: Raw -1324263.180608 + Penalty 2999.605242 = -1321263.575366
  nChanged 247
		SP:Iteration 7Q (216622.420000 sec): 3 clusters
  Score: Raw -1324331.405914 + Penalty 2999.605242 = -1321331.800672
  nChanged 223
		SP:Iteration 8Q (216622.560000 sec): 3 clusters
  Score: Raw -1324398.203694 + Penalty 2999.605242 = -1321398.598452
  nChanged 239
		SP:Iteration 9Q (216622.720000 sec): 3 clusters
  Score: Raw -1324471.915601 + Penalty 2999.605242 = -1321472.310359
  nChanged 246
		SP:Iteration 10Q (216622.890000 sec): 3 clusters
  Score: Raw -1324555.126644 + Penalty 2999.605242 = -1321555.521402
  nChanged 274
		SP:Iteration 11Q (216623.030000 sec): 3 clusters
  Score: Raw -1324657.915889 + Penalty 2999.605242 = -1321658.310647
  nChanged 302
		SP:Iteration 12Q (216623.180000 sec): 3 clusters
  Score: Raw -1324786.452433 + Penalty 2999.605242 = -1321786.847191
  nChanged 338
		SP:Iteration 13Q (216623.350000 sec): 3 clusters
  Score: Raw -1324945.300880 + Penalty 2999.605242 = -1321945.695638
  nChanged 379
		SP:Iteration 14Q (216623.490000 sec): 3 clusters
  Score: Raw -1325158.838353 + Penalty 2999.605242 = -1322159.233111
  nChanged 436
		SP:Iteration 15Q (216623.640000 sec): 3 clusters
  Score: Raw -1325437.668714 + Penalty 2999.605242 = -1322438.063472
  nChanged 462
		SP:Iteration 16Q (216623.820000 sec): 3 clusters
  Score: Raw -1325772.751282 + Penalty 2999.605242 = -1322773.146040
  nChanged 484
		SP:Iteration 17Q (216623.960000 sec): 3 clusters
  Score: Raw -1326166.831782 + Penalty 2999.605242 = -1323167.226540
  nChanged 408
		SP:Iteration 18Q (216624.100000 sec): 3 clusters
  Score: Raw -1326516.281135 + Penalty 2999.605242 = -1323516.675893
  nChanged 312
		SP:Iteration 19Q (216624.270000 sec): 3 clusters
  Score: Raw -1326790.460495 + Penalty 2999.605242 = -1323790.855252
  nChanged 202
		SP:Iteration 20F (216624.450000 sec): 3 clusters
  Score: Raw -1326987.694707 + Penalty 2999.605242 = -1323988.089465
  nChanged 124
		SP:Iteration 21Q (216624.570000 sec): 3 clusters
  Score: Raw -1327116.117964 + Penalty 2999.605242 = -1324116.512722
  nChanged 73
		SP:Iteration 22Q (216624.710000 sec): 3 clusters
  Score: Raw -1327181.170642 + Penalty 2999.605242 = -1324181.565400
  nChanged 50
		SP:Iteration 23Q (216624.870000 sec): 3 clusters
  Score: Raw -1327232.509272 + Penalty 2999.605242 = -1324232.904030
  nChanged 26
		SP:Iteration 24Q (216625.000000 sec): 3 clusters
  Score: Raw -1327263.269062 + Penalty 2999.605242 = -1324263.663820
  nChanged 18
		SP:Iteration 25Q (216625.130000 sec): 3 clusters
  Score: Raw -1327284.130987 + Penalty 2999.605242 = -1324284.525744
  nChanged 16
		SP:Iteration 26Q (216625.300000 sec): 3 clusters
  Score: Raw -1327306.408476 + Penalty 2999.605242 = -1324306.803234
  nChanged 10
		SP:Iteration 27Q (216625.460000 sec): 3 clusters
  Score: Raw -1327322.765051 + Penalty 2999.605242 = -1324323.159809
  nChanged 6
		SP:Iteration 28Q (216625.600000 sec): 3 clusters
  Score: Raw -1327330.618994 + Penalty 2999.605242 = -1324331.013752
  nChanged 3
		SP:Iteration 29Q (216625.720000 sec): 3 clusters
  Score: Raw -1327334.624697 + Penalty 2999.605242 = -1324335.019455
  nChanged 2
		SP:Iteration 30Q (216625.890000 sec): 3 clusters
  Score: Raw -1327336.260596 + Penalty 2999.605242 = -1324336.655354
  nChanged 1
		SP:Iteration 31Q (216626.060000 sec): 3 clusters
  Score: Raw -1327337.174909 + Penalty 2999.605242 = -1324337.569667
  nChanged 1
		SP:Iteration 32Q (216626.190000 sec): 3 clusters
  Score: Raw -1327338.274471 + Penalty 2999.605242 = -1324338.669229
  nChanged 0
		SP:Iteration 33F (216626.330000 sec): 3 clusters
  Score: Raw -1327338.274471 + Penalty 2999.605242 = -1324338.669229
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 19 (5309 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (216626.440000 sec): 2 clusters
  Score: Raw -628716.428775 + Penalty 1393.788301 = -627322.640475
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (216626.540000 sec): 3 clusters
  Score: Raw -625988.800853 + Penalty 2787.576601 = -623201.224252
  nChanged 2138
		SP:Iteration 1F (216626.640000 sec): 3 clusters
  Score: Raw -627211.035440 + Penalty 2787.576601 = -624423.458839
  nChanged 399
		SP:Iteration 2F (216626.730000 sec): 3 clusters
  Score: Raw -627442.452684 + Penalty 2787.576601 = -624654.876083
  nChanged 299
		SP:Iteration 3F (216626.820000 sec): 3 clusters
  Score: Raw -627637.329908 + Penalty 2787.576601 = -624849.753307
  nChanged 275
		SP:Iteration 4F (216626.920000 sec): 3 clusters
  Score: Raw -627832.373139 + Penalty 2787.576601 = -625044.796538
  nChanged 229
		SP:Iteration 5Q (216627.010000 sec): 3 clusters
  Score: Raw -627980.171500 + Penalty 2787.576601 = -625192.594899
  nChanged 224
		SP:Iteration 6Q (216627.100000 sec): 3 clusters
  Score: Raw -628123.902967 + Penalty 2787.576601 = -625336.326366
  nChanged 194
		SP:Iteration 7Q (216627.190000 sec): 3 clusters
  Score: Raw -628248.306718 + Penalty 2787.576601 = -625460.730117
  nChanged 192
		SP:Iteration 8Q (216627.280000 sec): 3 clusters
  Score: Raw -628378.268381 + Penalty 2787.576601 = -625590.691780
  nChanged 211
		SP:Iteration 9Q (216627.380000 sec): 3 clusters
  Score: Raw -628531.396962 + Penalty 2787.576601 = -625743.820361
  nChanged 171
		SP:Iteration 10Q (216627.470000 sec): 3 clusters
  Score: Raw -628653.443063 + Penalty 2787.576601 = -625865.866462
  nChanged 162
		SP:Iteration 11Q (216627.560000 sec): 3 clusters
  Score: Raw -628750.984167 + Penalty 2787.576601 = -625963.407566
  nChanged 146
		SP:Iteration 12Q (216627.650000 sec): 3 clusters
  Score: Raw -628834.350819 + Penalty 2787.576601 = -626046.774218
  nChanged 119
		SP:Iteration 13Q (216627.750000 sec): 3 clusters
  Score: Raw -628898.977988 + Penalty 2787.576601 = -626111.401387
  nChanged 99
		SP:Iteration 14Q (216627.840000 sec): 3 clusters
  Score: Raw -628952.660498 + Penalty 2787.576601 = -626165.083897
  nChanged 72
		SP:Iteration 15Q (216627.930000 sec): 3 clusters
  Score: Raw -628989.182174 + Penalty 2787.576601 = -626201.605573
  nChanged 73
		SP:Iteration 16Q (216628.020000 sec): 3 clusters
  Score: Raw -629024.193056 + Penalty 2787.576601 = -626236.616455
  nChanged 71
		SP:Iteration 17Q (216628.110000 sec): 3 clusters
  Score: Raw -629057.804655 + Penalty 2787.576601 = -626270.228054
  nChanged 62
		SP:Iteration 18Q (216628.200000 sec): 3 clusters
  Score: Raw -629091.296547 + Penalty 2787.576601 = -626303.719946
  nChanged 66
		SP:Iteration 19Q (216628.290000 sec): 3 clusters
  Score: Raw -629122.744659 + Penalty 2787.576601 = -626335.168058
  nChanged 50
		SP:Iteration 20F (216628.380000 sec): 3 clusters
  Score: Raw -629144.554893 + Penalty 2787.576601 = -626356.978292
  nChanged 40
		SP:Iteration 21Q (216628.470000 sec): 3 clusters
  Score: Raw -629162.206682 + Penalty 2787.576601 = -626374.630081
  nChanged 34
		SP:Iteration 22Q (216628.560000 sec): 3 clusters
  Score: Raw -629178.173411 + Penalty 2787.576601 = -626390.596810
  nChanged 38
		SP:Iteration 23Q (216628.650000 sec): 3 clusters
  Score: Raw -629195.260182 + Penalty 2787.576601 = -626407.683581
  nChanged 44
		SP:Iteration 24Q (216628.740000 sec): 3 clusters
  Score: Raw -629226.552844 + Penalty 2787.576601 = -626438.976243
  nChanged 42
		SP:Iteration 25Q (216628.830000 sec): 3 clusters
  Score: Raw -629259.050712 + Penalty 2787.576601 = -626471.474111
  nChanged 44
		SP:Iteration 26Q (216628.920000 sec): 3 clusters
  Score: Raw -629299.088572 + Penalty 2787.576601 = -626511.511971
  nChanged 56
		SP:Iteration 27Q (216629.010000 sec): 3 clusters
  Score: Raw -629360.062645 + Penalty 2787.576601 = -626572.486044
  nChanged 54
		SP:Iteration 28Q (216629.100000 sec): 3 clusters
  Score: Raw -629415.887078 + Penalty 2787.576601 = -626628.310477
  nChanged 52
		SP:Iteration 29Q (216629.190000 sec): 3 clusters
  Score: Raw -629458.888435 + Penalty 2787.576601 = -626671.311834
  nChanged 33
		SP:Iteration 30Q (216629.280000 sec): 3 clusters
  Score: Raw -629485.607429 + Penalty 2787.576601 = -626698.030828
  nChanged 28
		SP:Iteration 31Q (216629.370000 sec): 3 clusters
  Score: Raw -629505.870257 + Penalty 2787.576601 = -626718.293656
  nChanged 20
		SP:Iteration 32Q (216629.450000 sec): 3 clusters
  Score: Raw -629520.057259 + Penalty 2787.576601 = -626732.480657
  nChanged 17
		SP:Iteration 33Q (216629.540000 sec): 3 clusters
  Score: Raw -629527.714824 + Penalty 2787.576601 = -626740.138223
  nChanged 14
		SP:Iteration 34Q (216629.630000 sec): 3 clusters
  Score: Raw -629532.042097 + Penalty 2787.576601 = -626744.465496
  nChanged 6
		SP:Iteration 35Q (216629.710000 sec): 3 clusters
  Score: Raw -629533.067446 + Penalty 2787.576601 = -626745.490845
  nChanged 6
		SP:Iteration 36Q (216629.800000 sec): 3 clusters
  Score: Raw -629534.343463 + Penalty 2787.576601 = -626746.766862
  nChanged 3
		SP:Iteration 37Q (216629.890000 sec): 3 clusters
  Score: Raw -629534.957335 + Penalty 2787.576601 = -626747.380734
  nChanged 1
		SP:Iteration 38Q (216629.980000 sec): 3 clusters
  Score: Raw -629535.204327 + Penalty 2787.576601 = -626747.627725
  nChanged 0
		SP:Iteration 39F (216630.070000 sec): 3 clusters
  Score: Raw -629535.204327 + Penalty 2787.576601 = -626747.627725
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 20 (6042 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (216630.150000 sec): 2 clusters
  Score: Raw -645581.130439 + Penalty 1414.804684 = -644166.325755
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (216630.270000 sec): 3 clusters
  Score: Raw -642450.132193 + Penalty 2829.609368 = -639620.522826
  nChanged 2490
		SP:Iteration 1F (216630.370000 sec): 3 clusters
  Score: Raw -644147.208617 + Penalty 2829.609368 = -641317.599249
  nChanged 587
		SP:Iteration 2F (216630.470000 sec): 3 clusters
  Score: Raw -644679.043466 + Penalty 2829.609368 = -641849.434098
  nChanged 506
		SP:Iteration 3F (216630.570000 sec): 3 clusters
  Score: Raw -645111.359947 + Penalty 2829.609368 = -642281.750579
  nChanged 416
		SP:Iteration 4F (216630.670000 sec): 3 clusters
  Score: Raw -645491.477827 + Penalty 2829.609368 = -642661.868460
  nChanged 339
		SP:Iteration 5F (216630.770000 sec): 3 clusters
  Score: Raw -645717.082149 + Penalty 2829.609368 = -642887.472782
  nChanged 248
		SP:Iteration 6Q (216630.860000 sec): 3 clusters
  Score: Raw -645864.971075 + Penalty 2829.609368 = -643035.361708
  nChanged 210
		SP:Iteration 7Q (216630.960000 sec): 3 clusters
  Score: Raw -645967.660810 + Penalty 2829.609368 = -643138.051442
  nChanged 169
		SP:Iteration 8Q (216631.060000 sec): 3 clusters
  Score: Raw -646041.080389 + Penalty 2829.609368 = -643211.471021
  nChanged 124
		SP:Iteration 9Q (216631.150000 sec): 3 clusters
  Score: Raw -646085.542122 + Penalty 2829.609368 = -643255.932754
  nChanged 92
		SP:Iteration 10Q (216631.250000 sec): 3 clusters
  Score: Raw -646122.450664 + Penalty 2829.609368 = -643292.841297
  nChanged 98
		SP:Iteration 11Q (216631.350000 sec): 3 clusters
  Score: Raw -646161.225284 + Penalty 2829.609368 = -643331.615916
  nChanged 103
		SP:Iteration 12Q (216631.440000 sec): 3 clusters
  Score: Raw -646198.487766 + Penalty 2829.609368 = -643368.878398
  nChanged 89
		SP:Iteration 13Q (216631.540000 sec): 3 clusters
  Score: Raw -646229.754213 + Penalty 2829.609368 = -643400.144845
  nChanged 86
		SP:Iteration 14Q (216631.640000 sec): 3 clusters
  Score: Raw -646258.879803 + Penalty 2829.609368 = -643429.270435
  nChanged 89
		SP:Iteration 15Q (216631.730000 sec): 3 clusters
  Score: Raw -646287.106161 + Penalty 2829.609368 = -643457.496793
  nChanged 75
		SP:Iteration 16Q (216631.830000 sec): 3 clusters
  Score: Raw -646311.307851 + Penalty 2829.609368 = -643481.698483
  nChanged 74
		SP:Iteration 17Q (216631.920000 sec): 3 clusters
  Score: Raw -646342.601233 + Penalty 2829.609368 = -643512.991865
  nChanged 69
		SP:Iteration 18Q (216632.020000 sec): 3 clusters
  Score: Raw -646376.361340 + Penalty 2829.609368 = -643546.751972
  nChanged 72
		SP:Iteration 19Q (216632.120000 sec): 3 clusters
  Score: Raw -646412.367423 + Penalty 2829.609368 = -643582.758055
  nChanged 80
		SP:Iteration 20F (216632.210000 sec): 3 clusters
  Score: Raw -646454.465694 + Penalty 2829.609368 = -643624.856326
  nChanged 74
		SP:Iteration 21Q (216632.310000 sec): 3 clusters
  Score: Raw -646487.427251 + Penalty 2829.609368 = -643657.817884
  nChanged 60
		SP:Iteration 22Q (216632.410000 sec): 3 clusters
  Score: Raw -646509.762382 + Penalty 2829.609368 = -643680.153014
  nChanged 53
		SP:Iteration 23Q (216632.500000 sec): 3 clusters
  Score: Raw -646528.998630 + Penalty 2829.609368 = -643699.389262
  nChanged 47
		SP:Iteration 24Q (216632.600000 sec): 3 clusters
  Score: Raw -646546.360094 + Penalty 2829.609368 = -643716.750726
  nChanged 44
		SP:Iteration 25Q (216632.690000 sec): 3 clusters
  Score: Raw -646560.637120 + Penalty 2829.609368 = -643731.027753
  nChanged 44
		SP:Iteration 26Q (216632.790000 sec): 3 clusters
  Score: Raw -646574.736091 + Penalty 2829.609368 = -643745.126723
  nChanged 32
		SP:Iteration 27Q (216632.890000 sec): 3 clusters
  Score: Raw -646584.846124 + Penalty 2829.609368 = -643755.236756
  nChanged 27
		SP:Iteration 28Q (216632.990000 sec): 3 clusters
  Score: Raw -646591.684703 + Penalty 2829.609368 = -643762.075336
  nChanged 24
		SP:Iteration 29Q (216633.080000 sec): 3 clusters
  Score: Raw -646597.802927 + Penalty 2829.609368 = -643768.193559
  nChanged 24
		SP:Iteration 30Q (216633.180000 sec): 3 clusters
  Score: Raw -646607.422568 + Penalty 2829.609368 = -643777.813200
  nChanged 30
		SP:Iteration 31Q (216633.270000 sec): 3 clusters
  Score: Raw -646617.637447 + Penalty 2829.609368 = -643788.028079
  nChanged 37
		SP:Iteration 32Q (216633.370000 sec): 3 clusters
  Score: Raw -646628.529219 + Penalty 2829.609368 = -643798.919851
  nChanged 27
		SP:Iteration 33Q (216633.460000 sec): 3 clusters
  Score: Raw -646639.404869 + Penalty 2829.609368 = -643809.795502
  nChanged 33
		SP:Iteration 34Q (216633.560000 sec): 3 clusters
  Score: Raw -646650.850426 + Penalty 2829.609368 = -643821.241059
  nChanged 34
		SP:Iteration 35Q (216633.650000 sec): 3 clusters
  Score: Raw -646662.025981 + Penalty 2829.609368 = -643832.416613
  nChanged 34
		SP:Iteration 36Q (216633.750000 sec): 3 clusters
  Score: Raw -646673.131744 + Penalty 2829.609368 = -643843.522376
  nChanged 35
		SP:Iteration 37Q (216633.850000 sec): 3 clusters
  Score: Raw -646684.219163 + Penalty 2829.609368 = -643854.609795
  nChanged 27
		SP:Iteration 38Q (216633.940000 sec): 3 clusters
  Score: Raw -646697.560753 + Penalty 2829.609368 = -643867.951386
  nChanged 29
		SP:Iteration 39Q (216634.030000 sec): 3 clusters
  Score: Raw -646709.660548 + Penalty 2829.609368 = -643880.051181
  nChanged 30
		SP:Iteration 40F (216634.130000 sec): 3 clusters
  Score: Raw -646723.137433 + Penalty 2829.609368 = -643893.528065
  nChanged 33
		SP:Iteration 41Q (216634.230000 sec): 3 clusters
  Score: Raw -646743.276239 + Penalty 2829.609368 = -643913.666872
  nChanged 36
		SP:Iteration 42Q (216634.320000 sec): 3 clusters
  Score: Raw -646756.453260 + Penalty 2829.609368 = -643926.843893
  nChanged 28
		SP:Iteration 43Q (216634.420000 sec): 3 clusters
  Score: Raw -646767.590224 + Penalty 2829.609368 = -643937.980856
  nChanged 33
		SP:Iteration 44Q (216634.510000 sec): 3 clusters
  Score: Raw -646783.253435 + Penalty 2829.609368 = -643953.644067
  nChanged 37
		SP:Iteration 45Q (216634.610000 sec): 3 clusters
  Score: Raw -646800.354370 + Penalty 2829.609368 = -643970.745002
  nChanged 35
		SP:Iteration 46Q (216634.700000 sec): 3 clusters
  Score: Raw -646812.987990 + Penalty 2829.609368 = -643983.378622
  nChanged 24
		SP:Iteration 47Q (216634.800000 sec): 3 clusters
  Score: Raw -646821.252240 + Penalty 2829.609368 = -643991.642873
  nChanged 17
		SP:Iteration 48Q (216634.890000 sec): 3 clusters
  Score: Raw -646826.547070 + Penalty 2829.609368 = -643996.937703
  nChanged 21
		SP:Iteration 49Q (216634.990000 sec): 3 clusters
  Score: Raw -646833.173848 + Penalty 2829.609368 = -644003.564480
  nChanged 14
		SP:Iteration 50Q (216635.090000 sec): 3 clusters
  Score: Raw -646837.707648 + Penalty 2829.609368 = -644008.098280
  nChanged 19
		SP:Iteration 51Q (216635.180000 sec): 3 clusters
  Score: Raw -646844.498658 + Penalty 2829.609368 = -644014.889290
  nChanged 21
		SP:Iteration 52Q (216635.280000 sec): 3 clusters
  Score: Raw -646850.955580 + Penalty 2829.609368 = -644021.346213
  nChanged 15
		SP:Iteration 53Q (216635.380000 sec): 3 clusters
  Score: Raw -646855.612897 + Penalty 2829.609368 = -644026.003530
  nChanged 6
		SP:Iteration 54Q (216635.470000 sec): 3 clusters
  Score: Raw -646857.081448 + Penalty 2829.609368 = -644027.472080
  nChanged 2
		SP:Iteration 55Q (216635.560000 sec): 3 clusters
  Score: Raw -646857.475998 + Penalty 2829.609368 = -644027.866630
  nChanged 4
		SP:Iteration 56Q (216635.660000 sec): 3 clusters
  Score: Raw -646858.704949 + Penalty 2829.609368 = -644029.095582
  nChanged 6
		SP:Iteration 57Q (216635.750000 sec): 3 clusters
  Score: Raw -646860.161617 + Penalty 2829.609368 = -644030.552249
  nChanged 5
		SP:Iteration 58Q (216635.840000 sec): 3 clusters
  Score: Raw -646861.755667 + Penalty 2829.609368 = -644032.146299
  nChanged 8
		SP:Iteration 59Q (216635.940000 sec): 3 clusters
  Score: Raw -646864.613631 + Penalty 2829.609368 = -644035.004263
  nChanged 6
		SP:Iteration 60F (216636.040000 sec): 3 clusters
  Score: Raw -646865.928547 + Penalty 2829.609368 = -644036.319179
  nChanged 2
		SP:Iteration 61Q (216636.130000 sec): 3 clusters
  Score: Raw -646866.461359 + Penalty 2829.609368 = -644036.851992
  nChanged 0
		SP:Iteration 62F (216636.230000 sec): 3 clusters
  Score: Raw -646866.461359 + Penalty 2829.609368 = -644036.851992
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 21 (11011 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (216636.350000 sec): 2 clusters
  Score: Raw -1289416.411912 + Penalty 1512.330633 = -1287904.081278
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (216636.530000 sec): 3 clusters
  Score: Raw -1283134.092240 + Penalty 3024.661267 = -1280109.430973
  nChanged 4786
		SP:Iteration 1F (216636.670000 sec): 3 clusters
  Score: Raw -1285658.588425 + Penalty 3024.661267 = -1282633.927158
  nChanged 654
		SP:Iteration 2F (216636.850000 sec): 3 clusters
  Score: Raw -1285933.383328 + Penalty 3024.661267 = -1282908.722061
  nChanged 601
		SP:Iteration 3F (216637.000000 sec): 3 clusters
  Score: Raw -1286195.684257 + Penalty 3024.661267 = -1283171.022990
  nChanged 610
		SP:Iteration 4F (216637.160000 sec): 3 clusters
  Score: Raw -1286511.831781 + Penalty 3024.661267 = -1283487.170514
  nChanged 629
		SP:Iteration 5F (216637.340000 sec): 3 clusters
  Score: Raw -1286864.489572 + Penalty 3024.661267 = -1283839.828305
  nChanged 638
		SP:Iteration 6F (216637.480000 sec): 3 clusters
  Score: Raw -1287249.791613 + Penalty 3024.661267 = -1284225.130346
  nChanged 592
		SP:Iteration 7F (216637.650000 sec): 3 clusters
  Score: Raw -1287617.772991 + Penalty 3024.661267 = -1284593.111724
  nChanged 546
		SP:Iteration 8Q (216637.800000 sec): 3 clusters
  Score: Raw -1287989.314546 + Penalty 3024.661267 = -1284964.653279
  nChanged 518
		SP:Iteration 9Q (216637.970000 sec): 3 clusters
  Score: Raw -1288365.974720 + Penalty 3024.661267 = -1285341.313453
  nChanged 423
		SP:Iteration 10Q (216638.120000 sec): 3 clusters
  Score: Raw -1288693.648167 + Penalty 3024.661267 = -1285668.986900
  nChanged 359
		SP:Iteration 11Q (216638.280000 sec): 3 clusters
  Score: Raw -1288974.445039 + Penalty 3024.661267 = -1285949.783772
  nChanged 260
		SP:Iteration 12Q (216638.460000 sec): 3 clusters
  Score: Raw -1289185.789173 + Penalty 3024.661267 = -1286161.127906
  nChanged 196
		SP:Iteration 13Q (216638.600000 sec): 3 clusters
  Score: Raw -1289345.968207 + Penalty 3024.661267 = -1286321.306940
  nChanged 122
		SP:Iteration 14Q (216638.760000 sec): 3 clusters
  Score: Raw -1289447.446134 + Penalty 3024.661267 = -1286422.784867
  nChanged 59
		SP:Iteration 15Q (216638.930000 sec): 3 clusters
  Score: Raw -1289502.957735 + Penalty 3024.661267 = -1286478.296468
  nChanged 36
		SP:Iteration 16Q (216639.070000 sec): 3 clusters
  Score: Raw -1289543.003772 + Penalty 3024.661267 = -1286518.342505
  nChanged 29
		SP:Iteration 17Q (216639.220000 sec): 3 clusters
  Score: Raw -1289571.547125 + Penalty 3024.661267 = -1286546.885859
  nChanged 22
		SP:Iteration 18Q (216639.380000 sec): 3 clusters
  Score: Raw -1289594.781354 + Penalty 3024.661267 = -1286570.120087
  nChanged 16
		SP:Iteration 19Q (216639.520000 sec): 3 clusters
  Score: Raw -1289609.752204 + Penalty 3024.661267 = -1286585.090938
  nChanged 19
		SP:Iteration 20F (216639.680000 sec): 3 clusters
  Score: Raw -1289629.614533 + Penalty 3024.661267 = -1286604.953266
  nChanged 18
		SP:Iteration 21Q (216639.830000 sec): 3 clusters
  Score: Raw -1289648.640780 + Penalty 3024.661267 = -1286623.979513
  nChanged 8
		SP:Iteration 22Q (216639.970000 sec): 3 clusters
  Score: Raw -1289657.929122 + Penalty 3024.661267 = -1286633.267855
  nChanged 8
		SP:Iteration 23Q (216640.140000 sec): 3 clusters
  Score: Raw -1289666.398816 + Penalty 3024.661267 = -1286641.737549
  nChanged 8
		SP:Iteration 24Q (216640.310000 sec): 3 clusters
  Score: Raw -1289676.253263 + Penalty 3024.661267 = -1286651.591996
  nChanged 5
		SP:Iteration 25Q (216640.440000 sec): 3 clusters
  Score: Raw -1289682.870684 + Penalty 3024.661267 = -1286658.209417
  nChanged 1
		SP:Iteration 26Q (216640.600000 sec): 3 clusters
  Score: Raw -1289684.283916 + Penalty 3024.661267 = -1286659.622649
  nChanged 2
		SP:Iteration 27Q (216640.740000 sec): 3 clusters
  Score: Raw -1289685.360862 + Penalty 3024.661267 = -1286660.699595
  nChanged 0
		SP:Iteration 28F (216640.890000 sec): 3 clusters
  Score: Raw -1289685.360862 + Penalty 3024.661267 = -1286660.699595
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 22 (21412 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (216641.140000 sec): 2 clusters
  Score: Raw -2546155.569360 + Penalty 1620.402354 = -2544535.167006
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (216641.400000 sec): 3 clusters
  Score: Raw -2533042.419750 + Penalty 3240.804707 = -2529801.615043
  nChanged 9746
		SP:Iteration 1F (216641.640000 sec): 3 clusters
  Score: Raw -2538402.056559 + Penalty 3240.804707 = -2535161.251851
  nChanged 1030
		SP:Iteration 2Q (216641.880000 sec): 3 clusters
  Score: Raw -2538737.527217 + Penalty 3240.804707 = -2535496.722510
  nChanged 913
		SP:Iteration 3Q (216642.150000 sec): 3 clusters
  Score: Raw -2539023.053306 + Penalty 3240.804707 = -2535782.248599
  nChanged 829
		SP:Iteration 4Q (216642.420000 sec): 3 clusters
  Score: Raw -2539283.084322 + Penalty 3240.804707 = -2536042.279614
  nChanged 817
		SP:Iteration 5Q (216642.670000 sec): 3 clusters
  Score: Raw -2539585.067143 + Penalty 3240.804707 = -2536344.262436
  nChanged 900
		SP:Iteration 6Q (216642.910000 sec): 3 clusters
  Score: Raw -2539945.315938 + Penalty 3240.804707 = -2536704.511231
  nChanged 995
		SP:Iteration 7Q (216643.150000 sec): 3 clusters
  Score: Raw -2540417.207709 + Penalty 3240.804707 = -2537176.403002
  nChanged 1113
		SP:Iteration 8F (216643.420000 sec): 3 clusters
  Score: Raw -2541029.270778 + Penalty 3240.804707 = -2537788.466071
  nChanged 1121
		SP:Iteration 9F (216643.700000 sec): 3 clusters
  Score: Raw -2541726.640559 + Penalty 3240.804707 = -2538485.835851
  nChanged 1183
		SP:Iteration 10F (216643.970000 sec): 3 clusters
  Score: Raw -2542555.125152 + Penalty 3240.804707 = -2539314.320445
  nChanged 1179
		SP:Iteration 11F (216644.210000 sec): 3 clusters
  Score: Raw -2543452.599354 + Penalty 3240.804707 = -2540211.794647
  nChanged 1099
		SP:Iteration 12F (216644.450000 sec): 3 clusters
  Score: Raw -2544308.025940 + Penalty 3240.804707 = -2541067.221233
  nChanged 893
		SP:Iteration 13Q (216644.680000 sec): 3 clusters
  Score: Raw -2545023.587644 + Penalty 3240.804707 = -2541782.782936
  nChanged 635
		SP:Iteration 14Q (216644.940000 sec): 3 clusters
  Score: Raw -2545535.421670 + Penalty 3240.804707 = -2542294.616963
  nChanged 442
		SP:Iteration 15Q (216645.160000 sec): 3 clusters
  Score: Raw -2545889.688352 + Penalty 3240.804707 = -2542648.883645
  nChanged 274
		SP:Iteration 16Q (216645.410000 sec): 3 clusters
  Score: Raw -2546117.361826 + Penalty 3240.804707 = -2542876.557119
  nChanged 147
		SP:Iteration 17Q (216645.670000 sec): 3 clusters
  Score: Raw -2546236.670435 + Penalty 3240.804707 = -2542995.865728
  nChanged 71
		SP:Iteration 18Q (216645.920000 sec): 3 clusters
  Score: Raw -2546302.983275 + Penalty 3240.804707 = -2543062.178568
  nChanged 48
		SP:Iteration 19Q (216646.140000 sec): 3 clusters
  Score: Raw -2546352.761250 + Penalty 3240.804707 = -2543111.956542
  nChanged 30
		SP:Iteration 20F (216646.380000 sec): 3 clusters
  Score: Raw -2546381.766193 + Penalty 3240.804707 = -2543140.961486
  nChanged 18
		SP:Iteration 21Q (216646.640000 sec): 3 clusters
  Score: Raw -2546399.244428 + Penalty 3240.804707 = -2543158.439721
  nChanged 10
		SP:Iteration 22Q (216646.860000 sec): 3 clusters
  Score: Raw -2546407.369035 + Penalty 3240.804707 = -2543166.564327
  nChanged 4
		SP:Iteration 23Q (216647.100000 sec): 3 clusters
  Score: Raw -2546410.792656 + Penalty 3240.804707 = -2543169.987949
  nChanged 6
		SP:Iteration 24Q (216647.360000 sec): 3 clusters
  Score: Raw -2546416.488320 + Penalty 3240.804707 = -2543175.683613
  nChanged 5
		SP:Iteration 25Q (216647.580000 sec): 3 clusters
  Score: Raw -2546419.165380 + Penalty 3240.804707 = -2543178.360673
  nChanged 2
		SP:Iteration 26Q (216647.820000 sec): 3 clusters
  Score: Raw -2546421.183951 + Penalty 3240.804707 = -2543180.379244
  nChanged 2
		SP:Iteration 27Q (216648.080000 sec): 3 clusters
  Score: Raw -2546423.732406 + Penalty 3240.804707 = -2543182.927698
  nChanged 2
		SP:Iteration 28Q (216648.330000 sec): 3 clusters
  Score: Raw -2546425.517387 + Penalty 3240.804707 = -2543184.712680
  nChanged 3
		SP:Iteration 29Q (216648.550000 sec): 3 clusters
  Score: Raw -2546429.837727 + Penalty 3240.804707 = -2543189.033020
  nChanged 2
		SP:Iteration 30Q (216648.780000 sec): 3 clusters
  Score: Raw -2546432.100669 + Penalty 3240.804707 = -2543191.295962
  nChanged 2
		SP:Iteration 31Q (216649.030000 sec): 3 clusters
  Score: Raw -2546433.960849 + Penalty 3240.804707 = -2543193.156141
  nChanged 3
		SP:Iteration 32Q (216649.250000 sec): 3 clusters
  Score: Raw -2546435.706763 + Penalty 3240.804707 = -2543194.902055
  nChanged 0
		SP:Iteration 33F (216649.490000 sec): 3 clusters
  Score: Raw -2546435.706763 + Penalty 3240.804707 = -2543194.902055
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 23 (65768 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (216649.960000 sec): 2 clusters
  Score: Raw -8179184.690637 + Penalty 1802.756910 = -8177381.933727
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (216650.620000 sec): 3 clusters
  Score: Raw -8137007.938107 + Penalty 3605.513820 = -8133402.424287
  nChanged 31025
		SP:Iteration 1F (216651.310000 sec): 3 clusters
  Score: Raw -8155363.128601 + Penalty 3605.513820 = -8151757.614781
  nChanged 3180
		SP:Iteration 2Q (216651.940000 sec): 3 clusters
  Score: Raw -8156677.425748 + Penalty 3605.513820 = -8153071.911928
  nChanged 3832
		SP:Iteration 3F (216652.630000 sec): 3 clusters
  Score: Raw -8158709.446214 + Penalty 3605.513820 = -8155103.932394
  nChanged 4508
		SP:Iteration 4F (216653.280000 sec): 3 clusters
  Score: Raw -8161384.201891 + Penalty 3605.513820 = -8157778.688071
  nChanged 4678
		SP:Iteration 5F (216653.960000 sec): 3 clusters
  Score: Raw -8164255.057816 + Penalty 3605.513820 = -8160649.543996
  nChanged 4291
		SP:Iteration 6F (216654.620000 sec): 3 clusters
  Score: Raw -8166827.667303 + Penalty 3605.513820 = -8163222.153484
  nChanged 3703
		SP:Iteration 7F (216655.300000 sec): 3 clusters
  Score: Raw -8169124.267968 + Penalty 3605.513820 = -8165518.754148
  nChanged 3301
		SP:Iteration 8F (216655.960000 sec): 3 clusters
  Score: Raw -8171385.811691 + Penalty 3605.513820 = -8167780.297871
  nChanged 3010
		SP:Iteration 9Q (216656.600000 sec): 3 clusters
  Score: Raw -8173629.911721 + Penalty 3605.513820 = -8170024.397901
  nChanged 2568
		SP:Iteration 10Q (216657.280000 sec): 3 clusters
  Score: Raw -8175654.689034 + Penalty 3605.513820 = -8172049.175214
  nChanged 1920
		SP:Iteration 11Q (216657.940000 sec): 3 clusters
  Score: Raw -8177191.105004 + Penalty 3605.513820 = -8173585.591184
  nChanged 1296
		SP:Iteration 12Q (216658.550000 sec): 3 clusters
  Score: Raw -8178205.008201 + Penalty 3605.513820 = -8174599.494381
  nChanged 736
		SP:Iteration 13Q (216659.140000 sec): 3 clusters
  Score: Raw -8178789.427255 + Penalty 3605.513820 = -8175183.913435
  nChanged 362
		SP:Iteration 14Q (216659.710000 sec): 3 clusters
  Score: Raw -8179080.910756 + Penalty 3605.513820 = -8175475.396936
  nChanged 179
		SP:Iteration 15Q (216660.300000 sec): 3 clusters
  Score: Raw -8179242.262183 + Penalty 3605.513820 = -8175636.748363
  nChanged 88
		SP:Iteration 16Q (216660.880000 sec): 3 clusters
  Score: Raw -8179321.126104 + Penalty 3605.513820 = -8175715.612284
  nChanged 39
		SP:Iteration 17Q (216661.430000 sec): 3 clusters
  Score: Raw -8179359.381960 + Penalty 3605.513820 = -8175753.868140
  nChanged 33
		SP:Iteration 18Q (216661.990000 sec): 3 clusters
  Score: Raw -8179390.474367 + Penalty 3605.513820 = -8175784.960547
  nChanged 19
		SP:Iteration 19Q (216662.580000 sec): 3 clusters
  Score: Raw -8179406.725946 + Penalty 3605.513820 = -8175801.212126
  nChanged 12
		SP:Iteration 20F (216663.210000 sec): 3 clusters
  Score: Raw -8179418.720533 + Penalty 3605.513820 = -8175813.206713
  nChanged 9
		SP:Iteration 21Q (216663.750000 sec): 3 clusters
  Score: Raw -8179428.042041 + Penalty 3605.513820 = -8175822.528221
  nChanged 9
		SP:Iteration 22Q (216664.310000 sec): 3 clusters
  Score: Raw -8179436.169887 + Penalty 3605.513820 = -8175830.656067
  nChanged 8
		SP:Iteration 23Q (216664.900000 sec): 3 clusters
  Score: Raw -8179443.272172 + Penalty 3605.513820 = -8175837.758352
  nChanged 5
		SP:Iteration 24Q (216665.440000 sec): 3 clusters
  Score: Raw -8179447.316110 + Penalty 3605.513820 = -8175841.802290
  nChanged 6
		SP:Iteration 25Q (216666.000000 sec): 3 clusters
  Score: Raw -8179453.907538 + Penalty 3605.513820 = -8175848.393718
  nChanged 8
		SP:Iteration 26Q (216666.580000 sec): 3 clusters
  Score: Raw -8179462.055116 + Penalty 3605.513820 = -8175856.541296
  nChanged 5
		SP:Iteration 27Q (216667.120000 sec): 3 clusters
  Score: Raw -8179468.783151 + Penalty 3605.513820 = -8175863.269331
  nChanged 4
		SP:Iteration 28Q (216667.680000 sec): 3 clusters
  Score: Raw -8179475.877670 + Penalty 3605.513820 = -8175870.363850
  nChanged 4
		SP:Iteration 29Q (216668.250000 sec): 3 clusters
  Score: Raw -8179480.647020 + Penalty 3605.513820 = -8175875.133200
  nChanged 4
		SP:Iteration 30Q (216668.780000 sec): 3 clusters
  Score: Raw -8179484.718182 + Penalty 3605.513820 = -8175879.204362
  nChanged 3
		SP:Iteration 31Q (216669.360000 sec): 3 clusters
  Score: Raw -8179487.025077 + Penalty 3605.513820 = -8175881.511257
  nChanged 1
		SP:Iteration 32Q (216669.950000 sec): 3 clusters
  Score: Raw -8179487.876847 + Penalty 3605.513820 = -8175882.363027
  nChanged 1
		SP:Iteration 33Q (216670.480000 sec): 3 clusters
  Score: Raw -8179488.852478 + Penalty 3605.513820 = -8175883.338658
  nChanged 0
		SP:Iteration 34F (216671.140000 sec): 3 clusters
  Score: Raw -8179488.852478 + Penalty 3605.513820 = -8175883.338658
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 24 (2448 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (216671.190000 sec): 2 clusters
  Score: Raw -283709.374430 + Penalty 1267.991830 = -282441.382600
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (216671.250000 sec): 3 clusters
  Score: Raw -282660.567259 + Penalty 2535.983659 = -280124.583600
  nChanged 890
		SP:Iteration 1F (216671.300000 sec): 3 clusters
  Score: Raw -283237.753652 + Penalty 2535.983659 = -280701.769992
  nChanged 191
		SP:Iteration 2F (216671.340000 sec): 3 clusters
  Score: Raw -283409.612836 + Penalty 2535.983659 = -280873.629176
  nChanged 160
		SP:Iteration 3F (216671.390000 sec): 3 clusters
  Score: Raw -283552.999576 + Penalty 2535.983659 = -281017.015917
  nChanged 142
		SP:Iteration 4F (216671.430000 sec): 3 clusters
  Score: Raw -283678.747563 + Penalty 2535.983659 = -281142.763904
  nChanged 111
		SP:Iteration 5Q (216671.480000 sec): 3 clusters
  Score: Raw -283775.424777 + Penalty 2535.983659 = -281239.441118
  nChanged 89
		SP:Iteration 6Q (216671.520000 sec): 3 clusters
  Score: Raw -283846.949330 + Penalty 2535.983659 = -281310.965671
  nChanged 73
		SP:Iteration 7Q (216671.560000 sec): 3 clusters
  Score: Raw -283911.515280 + Penalty 2535.983659 = -281375.531621
  nChanged 75
		SP:Iteration 8Q (216671.610000 sec): 3 clusters
  Score: Raw -283969.523395 + Penalty 2535.983659 = -281433.539736
  nChanged 70
		SP:Iteration 9Q (216671.660000 sec): 3 clusters
  Score: Raw -284024.139797 + Penalty 2535.983659 = -281488.156138
  nChanged 58
		SP:Iteration 10Q (216671.700000 sec): 3 clusters
  Score: Raw -284067.103686 + Penalty 2535.983659 = -281531.120026
  nChanged 48
		SP:Iteration 11Q (216671.740000 sec): 3 clusters
  Score: Raw -284100.181554 + Penalty 2535.983659 = -281564.197895
  nChanged 36
		SP:Iteration 12Q (216671.790000 sec): 3 clusters
  Score: Raw -284122.708716 + Penalty 2535.983659 = -281586.725057
  nChanged 30
		SP:Iteration 13Q (216671.830000 sec): 3 clusters
  Score: Raw -284140.434750 + Penalty 2535.983659 = -281604.451091
  nChanged 26
		SP:Iteration 14Q (216671.870000 sec): 3 clusters
  Score: Raw -284158.191180 + Penalty 2535.983659 = -281622.207521
  nChanged 24
		SP:Iteration 15Q (216671.920000 sec): 3 clusters
  Score: Raw -284172.423330 + Penalty 2535.983659 = -281636.439671
  nChanged 18
		SP:Iteration 16Q (216671.960000 sec): 3 clusters
  Score: Raw -284183.541560 + Penalty 2535.983659 = -281647.557901
  nChanged 21
		SP:Iteration 17Q (216672.000000 sec): 3 clusters
  Score: Raw -284198.470127 + Penalty 2535.983659 = -281662.486468
  nChanged 22
		SP:Iteration 18Q (216672.050000 sec): 3 clusters
  Score: Raw -284212.394715 + Penalty 2535.983659 = -281676.411056
  nChanged 28
		SP:Iteration 19Q (216672.090000 sec): 3 clusters
  Score: Raw -284232.143122 + Penalty 2535.983659 = -281696.159463
  nChanged 29
		SP:Iteration 20F (216672.140000 sec): 3 clusters
  Score: Raw -284253.807336 + Penalty 2535.983659 = -281717.823677
  nChanged 24
		SP:Iteration 21Q (216672.180000 sec): 3 clusters
  Score: Raw -284271.305804 + Penalty 2535.983659 = -281735.322145
  nChanged 27
		SP:Iteration 22Q (216672.230000 sec): 3 clusters
  Score: Raw -284288.109711 + Penalty 2535.983659 = -281752.126052
  nChanged 28
		SP:Iteration 23Q (216672.270000 sec): 3 clusters
  Score: Raw -284304.511343 + Penalty 2535.983659 = -281768.527684
  nChanged 28
		SP:Iteration 24Q (216672.320000 sec): 3 clusters
  Score: Raw -284320.451471 + Penalty 2535.983659 = -281784.467811
  nChanged 28
		SP:Iteration 25Q (216672.360000 sec): 3 clusters
  Score: Raw -284338.857002 + Penalty 2535.983659 = -281802.873342
  nChanged 26
		SP:Iteration 26Q (216672.400000 sec): 3 clusters
  Score: Raw -284356.645478 + Penalty 2535.983659 = -281820.661819
  nChanged 21
		SP:Iteration 27Q (216672.440000 sec): 3 clusters
  Score: Raw -284372.586760 + Penalty 2535.983659 = -281836.603101
  nChanged 24
		SP:Iteration 28Q (216672.490000 sec): 3 clusters
  Score: Raw -284390.952651 + Penalty 2535.983659 = -281854.968992
  nChanged 26
		SP:Iteration 29Q (216672.530000 sec): 3 clusters
  Score: Raw -284409.497265 + Penalty 2535.983659 = -281873.513606
  nChanged 31
		SP:Iteration 30Q (216672.580000 sec): 3 clusters
  Score: Raw -284430.459150 + Penalty 2535.983659 = -281894.475491
  nChanged 26
		SP:Iteration 31Q (216672.620000 sec): 3 clusters
  Score: Raw -284451.192184 + Penalty 2535.983659 = -281915.208525
  nChanged 27
		SP:Iteration 32Q (216672.660000 sec): 3 clusters
  Score: Raw -284469.733584 + Penalty 2535.983659 = -281933.749925
  nChanged 30
		SP:Iteration 33Q (216672.710000 sec): 3 clusters
  Score: Raw -284499.553100 + Penalty 2535.983659 = -281963.569441
  nChanged 34
		SP:Iteration 34Q (216672.750000 sec): 3 clusters
  Score: Raw -284532.664649 + Penalty 2535.983659 = -281996.680990
  nChanged 28
		SP:Iteration 35Q (216672.790000 sec): 3 clusters
  Score: Raw -284551.130972 + Penalty 2535.983659 = -282015.147313
  nChanged 18
		SP:Iteration 36Q (216672.840000 sec): 3 clusters
  Score: Raw -284569.450781 + Penalty 2535.983659 = -282033.467121
  nChanged 25
		SP:Iteration 37Q (216672.880000 sec): 3 clusters
  Score: Raw -284591.086018 + Penalty 2535.983659 = -282055.102359
  nChanged 21
		SP:Iteration 38Q (216672.920000 sec): 3 clusters
  Score: Raw -284604.542303 + Penalty 2535.983659 = -282068.558644
  nChanged 18
		SP:Iteration 39Q (216672.970000 sec): 3 clusters
  Score: Raw -284617.422300 + Penalty 2535.983659 = -282081.438641
  nChanged 13
		SP:Iteration 40F (216673.010000 sec): 3 clusters
  Score: Raw -284626.102910 + Penalty 2535.983659 = -282090.119251
  nChanged 11
		SP:Iteration 41Q (216673.060000 sec): 3 clusters
  Score: Raw -284632.569708 + Penalty 2535.983659 = -282096.586049
  nChanged 10
		SP:Iteration 42Q (216673.100000 sec): 3 clusters
  Score: Raw -284637.149217 + Penalty 2535.983659 = -282101.165558
  nChanged 11
		SP:Iteration 43Q (216673.140000 sec): 3 clusters
  Score: Raw -284643.355748 + Penalty 2535.983659 = -282107.372089
  nChanged 9
		SP:Iteration 44Q (216673.180000 sec): 3 clusters
  Score: Raw -284648.333762 + Penalty 2535.983659 = -282112.350103
  nChanged 5
		SP:Iteration 45Q (216673.230000 sec): 3 clusters
  Score: Raw -284651.394423 + Penalty 2535.983659 = -282115.410764
  nChanged 10
		SP:Iteration 46Q (216673.270000 sec): 3 clusters
  Score: Raw -284657.696965 + Penalty 2535.983659 = -282121.713306
  nChanged 12
		SP:Iteration 47Q (216673.320000 sec): 3 clusters
  Score: Raw -284662.569392 + Penalty 2535.983659 = -282126.585732
  nChanged 8
		SP:Iteration 48Q (216673.360000 sec): 3 clusters
  Score: Raw -284666.216446 + Penalty 2535.983659 = -282130.232787
  nChanged 8
		SP:Iteration 49Q (216673.400000 sec): 3 clusters
  Score: Raw -284669.911578 + Penalty 2535.983659 = -282133.927919
  nChanged 6
		SP:Iteration 50Q (216673.440000 sec): 3 clusters
  Score: Raw -284672.058579 + Penalty 2535.983659 = -282136.074920
  nChanged 4
		SP:Iteration 51Q (216673.490000 sec): 3 clusters
  Score: Raw -284673.392578 + Penalty 2535.983659 = -282137.408919
  nChanged 3
		SP:Iteration 52Q (216673.530000 sec): 3 clusters
  Score: Raw -284674.531746 + Penalty 2535.983659 = -282138.548087
  nChanged 4
		SP:Iteration 53Q (216673.570000 sec): 3 clusters
  Score: Raw -284675.817020 + Penalty 2535.983659 = -282139.833360
  nChanged 2
		SP:Iteration 54Q (216673.620000 sec): 3 clusters
  Score: Raw -284676.626729 + Penalty 2535.983659 = -282140.643070
  nChanged 3
		SP:Iteration 55Q (216673.660000 sec): 3 clusters
  Score: Raw -284677.558482 + Penalty 2535.983659 = -282141.574823
  nChanged 0
		SP:Iteration 56F (216673.700000 sec): 3 clusters
  Score: Raw -284677.558482 + Penalty 2535.983659 = -282141.574823
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 25 (1469 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (216673.760000 sec): 2 clusters
  Score: Raw -153971.385829 + Penalty 1185.004791 = -152786.381038
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (216673.790000 sec): 3 clusters
  Score: Raw -153415.437815 + Penalty 2370.009582 = -151045.428233
  nChanged 497
		SP:Iteration 1F (216673.820000 sec): 3 clusters
  Score: Raw -153826.610767 + Penalty 2370.009582 = -151456.601185
  nChanged 139
		SP:Iteration 2F (216673.850000 sec): 3 clusters
  Score: Raw -153999.773667 + Penalty 2370.009582 = -151629.764085
  nChanged 98
		SP:Iteration 3F (216673.880000 sec): 3 clusters
  Score: Raw -154164.154921 + Penalty 2370.009582 = -151794.145339
  nChanged 89
		SP:Iteration 4F (216673.900000 sec): 3 clusters
  Score: Raw -154310.248380 + Penalty 2370.009582 = -151940.238798
  nChanged 83
		SP:Iteration 5F (216673.930000 sec): 3 clusters
  Score: Raw -154406.714204 + Penalty 2370.009582 = -152036.704622
  nChanged 73
		SP:Iteration 6Q (216673.960000 sec): 3 clusters
  Score: Raw -154492.241460 + Penalty 2370.009582 = -152122.231878
  nChanged 64
		SP:Iteration 7Q (216673.990000 sec): 3 clusters
  Score: Raw -154564.006402 + Penalty 2370.009582 = -152193.996820
  nChanged 38
		SP:Iteration 8Q (216674.020000 sec): 3 clusters
  Score: Raw -154599.804297 + Penalty 2370.009582 = -152229.794715
  nChanged 19
		SP:Iteration 9Q (216674.040000 sec): 3 clusters
  Score: Raw -154612.835565 + Penalty 2370.009582 = -152242.825982
  nChanged 11
		SP:Iteration 10Q (216674.070000 sec): 3 clusters
  Score: Raw -154622.898964 + Penalty 2370.009582 = -152252.889382
  nChanged 11
		SP:Iteration 11Q (216674.100000 sec): 3 clusters
  Score: Raw -154633.180136 + Penalty 2370.009582 = -152263.170554
  nChanged 10
		SP:Iteration 12Q (216674.120000 sec): 3 clusters
  Score: Raw -154642.835786 + Penalty 2370.009582 = -152272.826204
  nChanged 15
		SP:Iteration 13Q (216674.150000 sec): 3 clusters
  Score: Raw -154655.845631 + Penalty 2370.009582 = -152285.836049
  nChanged 8
		SP:Iteration 14Q (216674.180000 sec): 3 clusters
  Score: Raw -154662.270438 + Penalty 2370.009582 = -152292.260856
  nChanged 10
		SP:Iteration 15Q (216674.200000 sec): 3 clusters
  Score: Raw -154668.596497 + Penalty 2370.009582 = -152298.586915
  nChanged 7
		SP:Iteration 16Q (216674.230000 sec): 3 clusters
  Score: Raw -154671.265071 + Penalty 2370.009582 = -152301.255489
  nChanged 5
		SP:Iteration 17Q (216674.260000 sec): 3 clusters
  Score: Raw -154676.202739 + Penalty 2370.009582 = -152306.193157
  nChanged 4
		SP:Iteration 18Q (216674.280000 sec): 3 clusters
  Score: Raw -154679.507946 + Penalty 2370.009582 = -152309.498363
  nChanged 3
		SP:Iteration 19Q (216674.310000 sec): 3 clusters
  Score: Raw -154681.749321 + Penalty 2370.009582 = -152311.739739
  nChanged 3
		SP:Iteration 20F (216674.340000 sec): 3 clusters
  Score: Raw -154684.203954 + Penalty 2370.009582 = -152314.194372
  nChanged 1
		SP:Iteration 21Q (216674.360000 sec): 3 clusters
  Score: Raw -154684.744612 + Penalty 2370.009582 = -152314.735029
  nChanged 0
		SP:Iteration 22F (216674.390000 sec): 3 clusters
  Score: Raw -154684.744612 + Penalty 2370.009582 = -152314.735029
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 26 (1010 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (216674.440000 sec): 2 clusters
  Score: Raw -111422.762684 + Penalty 1124.127162 = -110298.635522
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (216674.460000 sec): 3 clusters
  Score: Raw -111087.960597 + Penalty 2248.254323 = -108839.706274
  nChanged 298
		SP:Iteration 1F (216674.480000 sec): 3 clusters
  Score: Raw -111348.095761 + Penalty 2248.254323 = -109099.841438
  nChanged 85
		SP:Iteration 2F (216674.500000 sec): 3 clusters
  Score: Raw -111428.367388 + Penalty 2248.254323 = -109180.113065
  nChanged 40
		SP:Iteration 3Q (216674.520000 sec): 3 clusters
  Score: Raw -111469.420405 + Penalty 2248.254323 = -109221.166081
  nChanged 36
		SP:Iteration 4Q (216674.540000 sec): 3 clusters
  Score: Raw -111507.126536 + Penalty 2248.254323 = -109258.872213
  nChanged 28
		SP:Iteration 5Q (216674.560000 sec): 3 clusters
  Score: Raw -111548.964771 + Penalty 2248.254323 = -109300.710447
  nChanged 24
		SP:Iteration 6Q (216674.580000 sec): 3 clusters
  Score: Raw -111578.400118 + Penalty 2248.254323 = -109330.145795
  nChanged 20
		SP:Iteration 7Q (216674.600000 sec): 3 clusters
  Score: Raw -111600.767641 + Penalty 2248.254323 = -109352.513318
  nChanged 16
		SP:Iteration 8Q (216674.620000 sec): 3 clusters
  Score: Raw -111615.619968 + Penalty 2248.254323 = -109367.365645
  nChanged 10
		SP:Iteration 9Q (216674.640000 sec): 3 clusters
  Score: Raw -111623.510304 + Penalty 2248.254323 = -109375.255981
  nChanged 7
		SP:Iteration 10Q (216674.660000 sec): 3 clusters
  Score: Raw -111630.384967 + Penalty 2248.254323 = -109382.130644
  nChanged 7
		SP:Iteration 11Q (216674.680000 sec): 3 clusters
  Score: Raw -111639.197773 + Penalty 2248.254323 = -109390.943450
  nChanged 4
		SP:Iteration 12Q (216674.700000 sec): 3 clusters
  Score: Raw -111641.385675 + Penalty 2248.254323 = -109393.131352
  nChanged 4
		SP:Iteration 13Q (216674.720000 sec): 3 clusters
  Score: Raw -111647.922851 + Penalty 2248.254323 = -109399.668528
  nChanged 8
		SP:Iteration 14Q (216674.740000 sec): 3 clusters
  Score: Raw -111654.635342 + Penalty 2248.254323 = -109406.381019
  nChanged 3
		SP:Iteration 15Q (216674.760000 sec): 3 clusters
  Score: Raw -111658.155629 + Penalty 2248.254323 = -109409.901306
  nChanged 4
		SP:Iteration 16Q (216674.780000 sec): 3 clusters
  Score: Raw -111660.450817 + Penalty 2248.254323 = -109412.196494
  nChanged 2
		SP:Iteration 17Q (216674.800000 sec): 3 clusters
  Score: Raw -111661.498014 + Penalty 2248.254323 = -109413.243691
  nChanged 0
		SP:Iteration 18F (216674.820000 sec): 3 clusters
  Score: Raw -111661.498014 + Penalty 2248.254323 = -109413.243691
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 27 (321 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (216674.860000 sec): 2 clusters
  Score: Raw -31777.720455 + Penalty 937.859183 = -30839.861272
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (216674.860000 sec): 3 clusters
  Score: Raw -31869.591720 + Penalty 1875.718365 = -29993.873355
  nChanged 74
		SP:Iteration 1F (216674.870000 sec): 3 clusters
  Score: Raw -32168.725337 + Penalty 1875.718365 = -30293.006972
  nChanged 27
		SP:Iteration 2F (216674.880000 sec): 3 clusters
  Score: Raw -32269.216396 + Penalty 1875.718365 = -30393.498031
  nChanged 16
		SP:Iteration 3Q (216674.890000 sec): 3 clusters
  Score: Raw -32335.447725 + Penalty 1875.718365 = -30459.729360
  nChanged 6
		SP:Iteration 4Q (216674.890000 sec): 3 clusters
  Score: Raw -32357.126679 + Penalty 1875.718365 = -30481.408314
  nChanged 2
		SP:Iteration 5Q (216674.900000 sec): 3 clusters
  Score: Raw -32362.631413 + Penalty 1875.718365 = -30486.913048
  nChanged 1
		SP:Iteration 6Q (216674.910000 sec): 3 clusters
  Score: Raw -32364.482892 + Penalty 1875.718365 = -30488.764527
  nChanged 0
		SP:Iteration 7F (216674.920000 sec): 3 clusters
  Score: Raw -32364.482892 + Penalty 1875.718365 = -30488.764527
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 28 (8015 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (216675.020000 sec): 2 clusters
  Score: Raw -936117.565134 + Penalty 1460.723886 = -934656.841249
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (216675.180000 sec): 3 clusters
  Score: Raw -931678.913684 + Penalty 2921.447771 = -928757.465913
  nChanged 3364
		SP:Iteration 1F (216675.320000 sec): 3 clusters
  Score: Raw -933620.154943 + Penalty 2921.447771 = -930698.707172
  nChanged 591
		SP:Iteration 2F (216675.440000 sec): 3 clusters
  Score: Raw -933975.606412 + Penalty 2921.447771 = -931054.158641
  nChanged 509
		SP:Iteration 3F (216675.580000 sec): 3 clusters
  Score: Raw -934275.397221 + Penalty 2921.447771 = -931353.949450
  nChanged 497
		SP:Iteration 4F (216675.710000 sec): 3 clusters
  Score: Raw -934598.071743 + Penalty 2921.447771 = -931676.623972
  nChanged 452
		SP:Iteration 5F (216675.850000 sec): 3 clusters
  Score: Raw -934872.072197 + Penalty 2921.447771 = -931950.624426
  nChanged 379
		SP:Iteration 6Q (216675.980000 sec): 3 clusters
  Score: Raw -935066.955371 + Penalty 2921.447771 = -932145.507599
  nChanged 314
		SP:Iteration 7Q (216676.100000 sec): 3 clusters
  Score: Raw -935216.212159 + Penalty 2921.447771 = -932294.764388
  nChanged 279
		SP:Iteration 8Q (216676.230000 sec): 3 clusters
  Score: Raw -935334.485645 + Penalty 2921.447771 = -932413.037874
  nChanged 217
		SP:Iteration 9Q (216676.350000 sec): 3 clusters
  Score: Raw -935424.153879 + Penalty 2921.447771 = -932502.706108
  nChanged 214
		SP:Iteration 10Q (216676.490000 sec): 3 clusters
  Score: Raw -935511.700605 + Penalty 2921.447771 = -932590.252834
  nChanged 196
		SP:Iteration 11Q (216676.620000 sec): 3 clusters
  Score: Raw -935589.355054 + Penalty 2921.447771 = -932667.907283
  nChanged 184
		SP:Iteration 12Q (216676.750000 sec): 3 clusters
  Score: Raw -935663.360804 + Penalty 2921.447771 = -932741.913033
  nChanged 163
		SP:Iteration 13Q (216676.880000 sec): 3 clusters
  Score: Raw -935722.068286 + Penalty 2921.447771 = -932800.620515
  nChanged 135
		SP:Iteration 14Q (216677.010000 sec): 3 clusters
  Score: Raw -935773.520413 + Penalty 2921.447771 = -932852.072641
  nChanged 122
		SP:Iteration 15Q (216677.140000 sec): 3 clusters
  Score: Raw -935813.489380 + Penalty 2921.447771 = -932892.041609
  nChanged 85
		SP:Iteration 16Q (216677.270000 sec): 3 clusters
  Score: Raw -935842.712310 + Penalty 2921.447771 = -932921.264539
  nChanged 85
		SP:Iteration 17Q (216677.400000 sec): 3 clusters
  Score: Raw -935874.805573 + Penalty 2921.447771 = -932953.357802
  nChanged 86
		SP:Iteration 18Q (216677.530000 sec): 3 clusters
  Score: Raw -935903.029832 + Penalty 2921.447771 = -932981.582061
  nChanged 62
		SP:Iteration 19Q (216677.660000 sec): 3 clusters
  Score: Raw -935923.710558 + Penalty 2921.447771 = -933002.262787
  nChanged 67
		SP:Iteration 20F (216677.790000 sec): 3 clusters
  Score: Raw -935948.790738 + Penalty 2921.447771 = -933027.342967
  nChanged 73
		SP:Iteration 21Q (216677.920000 sec): 3 clusters
  Score: Raw -935976.677465 + Penalty 2921.447771 = -933055.229693
  nChanged 80
		SP:Iteration 22Q (216678.050000 sec): 3 clusters
  Score: Raw -936011.025463 + Penalty 2921.447771 = -933089.577692
  nChanged 70
		SP:Iteration 23Q (216678.170000 sec): 3 clusters
  Score: Raw -936040.191239 + Penalty 2921.447771 = -933118.743468
  nChanged 60
		SP:Iteration 24Q (216678.290000 sec): 3 clusters
  Score: Raw -936066.587974 + Penalty 2921.447771 = -933145.140203
  nChanged 60
		SP:Iteration 25Q (216678.410000 sec): 3 clusters
  Score: Raw -936089.303754 + Penalty 2921.447771 = -933167.855983
  nChanged 45
		SP:Iteration 26Q (216678.530000 sec): 3 clusters
  Score: Raw -936108.235398 + Penalty 2921.447771 = -933186.787627
  nChanged 44
		SP:Iteration 27Q (216678.660000 sec): 3 clusters
  Score: Raw -936124.596026 + Penalty 2921.447771 = -933203.148255
  nChanged 36
		SP:Iteration 28Q (216678.790000 sec): 3 clusters
  Score: Raw -936138.476073 + Penalty 2921.447771 = -933217.028302
  nChanged 38
		SP:Iteration 29Q (216678.910000 sec): 3 clusters
  Score: Raw -936153.700082 + Penalty 2921.447771 = -933232.252311
  nChanged 35
		SP:Iteration 30Q (216679.040000 sec): 3 clusters
  Score: Raw -936170.017967 + Penalty 2921.447771 = -933248.570196
  nChanged 30
		SP:Iteration 31Q (216679.170000 sec): 3 clusters
  Score: Raw -936182.013777 + Penalty 2921.447771 = -933260.566006
  nChanged 20
		SP:Iteration 32Q (216679.290000 sec): 3 clusters
  Score: Raw -936189.718236 + Penalty 2921.447771 = -933268.270465
  nChanged 30
		SP:Iteration 33Q (216679.420000 sec): 3 clusters
  Score: Raw -936199.560374 + Penalty 2921.447771 = -933278.112603
  nChanged 18
		SP:Iteration 34Q (216679.550000 sec): 3 clusters
  Score: Raw -936206.970540 + Penalty 2921.447771 = -933285.522769
  nChanged 23
		SP:Iteration 35Q (216679.680000 sec): 3 clusters
  Score: Raw -936215.071544 + Penalty 2921.447771 = -933293.623773
  nChanged 19
		SP:Iteration 36Q (216679.810000 sec): 3 clusters
  Score: Raw -936222.437682 + Penalty 2921.447771 = -933300.989911
  nChanged 22
		SP:Iteration 37Q (216679.930000 sec): 3 clusters
  Score: Raw -936232.148351 + Penalty 2921.447771 = -933310.700579
  nChanged 19
		SP:Iteration 38Q (216680.060000 sec): 3 clusters
  Score: Raw -936239.379818 + Penalty 2921.447771 = -933317.932047
  nChanged 17
		SP:Iteration 39Q (216680.190000 sec): 3 clusters
  Score: Raw -936245.174677 + Penalty 2921.447771 = -933323.726906
  nChanged 15
		SP:Iteration 40F (216680.310000 sec): 3 clusters
  Score: Raw -936251.666788 + Penalty 2921.447771 = -933330.219017
  nChanged 17
		SP:Iteration 41Q (216680.440000 sec): 3 clusters
  Score: Raw -936261.516893 + Penalty 2921.447771 = -933340.069122
  nChanged 22
		SP:Iteration 42Q (216680.570000 sec): 3 clusters
  Score: Raw -936272.952914 + Penalty 2921.447771 = -933351.505142
  nChanged 20
		SP:Iteration 43Q (216680.700000 sec): 3 clusters
  Score: Raw -936284.516304 + Penalty 2921.447771 = -933363.068532
  nChanged 21
		SP:Iteration 44Q (216680.820000 sec): 3 clusters
  Score: Raw -936295.347326 + Penalty 2921.447771 = -933373.899555
  nChanged 14
		SP:Iteration 45Q (216680.950000 sec): 3 clusters
  Score: Raw -936301.866772 + Penalty 2921.447771 = -933380.419001
  nChanged 11
		SP:Iteration 46Q (216681.070000 sec): 3 clusters
  Score: Raw -936305.389556 + Penalty 2921.447771 = -933383.941785
  nChanged 9
		SP:Iteration 47Q (216681.200000 sec): 3 clusters
  Score: Raw -936308.318863 + Penalty 2921.447771 = -933386.871092
  nChanged 5
		SP:Iteration 48Q (216681.330000 sec): 3 clusters
  Score: Raw -936309.785123 + Penalty 2921.447771 = -933388.337352
  nChanged 0
		SP:Iteration 49F (216681.460000 sec): 3 clusters
  Score: Raw -936309.785123 + Penalty 2921.447771 = -933388.337352
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 29 (21621 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (216681.650000 sec): 2 clusters
  Score: Raw -2497617.747179 + Penalty 1621.980806 = -2495995.766373
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (216681.930000 sec): 3 clusters
  Score: Raw -2484410.767955 + Penalty 3243.961612 = -2481166.806343
  nChanged 9944
		SP:Iteration 1F (216682.210000 sec): 3 clusters
  Score: Raw -2490369.183293 + Penalty 3243.961612 = -2487125.221681
  nChanged 1274
		SP:Iteration 2F (216682.450000 sec): 3 clusters
  Score: Raw -2491138.266849 + Penalty 3243.961612 = -2487894.305238
  nChanged 1338
		SP:Iteration 3F (216682.690000 sec): 3 clusters
  Score: Raw -2492006.553357 + Penalty 3243.961612 = -2488762.591745
  nChanged 1374
		SP:Iteration 4F (216682.930000 sec): 3 clusters
  Score: Raw -2492982.777820 + Penalty 3243.961612 = -2489738.816208
  nChanged 1456
		SP:Iteration 5F (216683.210000 sec): 3 clusters
  Score: Raw -2494025.547265 + Penalty 3243.961612 = -2490781.585654
  nChanged 1408
		SP:Iteration 6F (216683.480000 sec): 3 clusters
  Score: Raw -2494966.049094 + Penalty 3243.961612 = -2491722.087482
  nChanged 1224
		SP:Iteration 7F (216683.750000 sec): 3 clusters
  Score: Raw -2495660.094420 + Penalty 3243.961612 = -2492416.132808
  nChanged 939
		SP:Iteration 8Q (216684.020000 sec): 3 clusters
  Score: Raw -2496061.815427 + Penalty 3243.961612 = -2492817.853815
  nChanged 667
		SP:Iteration 9Q (216684.300000 sec): 3 clusters
  Score: Raw -2496271.855734 + Penalty 3243.961612 = -2493027.894122
  nChanged 450
		SP:Iteration 10Q (216684.530000 sec): 3 clusters
  Score: Raw -2496386.111884 + Penalty 3243.961612 = -2493142.150273
  nChanged 317
		SP:Iteration 11Q (216684.790000 sec): 3 clusters
  Score: Raw -2496448.693624 + Penalty 3243.961612 = -2493204.732013
  nChanged 238
		SP:Iteration 12Q (216685.050000 sec): 3 clusters
  Score: Raw -2496489.610990 + Penalty 3243.961612 = -2493245.649378
  nChanged 178
		SP:Iteration 13Q (216685.290000 sec): 3 clusters
  Score: Raw -2496513.625698 + Penalty 3243.961612 = -2493269.664087
  nChanged 143
		SP:Iteration 14Q (216685.560000 sec): 3 clusters
  Score: Raw -2496534.919180 + Penalty 3243.961612 = -2493290.957568
  nChanged 125
		SP:Iteration 15Q (216685.840000 sec): 3 clusters
  Score: Raw -2496553.550172 + Penalty 3243.961612 = -2493309.588560
  nChanged 118
		SP:Iteration 16Q (216686.110000 sec): 3 clusters
  Score: Raw -2496566.935979 + Penalty 3243.961612 = -2493322.974368
  nChanged 77
		SP:Iteration 17Q (216686.390000 sec): 3 clusters
  Score: Raw -2496574.996951 + Penalty 3243.961612 = -2493331.035339
  nChanged 67
		SP:Iteration 18Q (216686.620000 sec): 3 clusters
  Score: Raw -2496580.749653 + Penalty 3243.961612 = -2493336.788042
  nChanged 62
		SP:Iteration 19Q (216686.860000 sec): 3 clusters
  Score: Raw -2496585.785937 + Penalty 3243.961612 = -2493341.824325
  nChanged 51
		SP:Iteration 20F (216687.100000 sec): 3 clusters
  Score: Raw -2496590.381562 + Penalty 3243.961612 = -2493346.419950
  nChanged 48
		SP:Iteration 21Q (216687.380000 sec): 3 clusters
  Score: Raw -2496593.951383 + Penalty 3243.961612 = -2493349.989771
  nChanged 39
		SP:Iteration 22Q (216687.650000 sec): 3 clusters
  Score: Raw -2496596.814441 + Penalty 3243.961612 = -2493352.852829
  nChanged 44
		SP:Iteration 23Q (216687.920000 sec): 3 clusters
  Score: Raw -2496599.888402 + Penalty 3243.961612 = -2493355.926790
  nChanged 48
		SP:Iteration 24Q (216688.160000 sec): 3 clusters
  Score: Raw -2496603.425029 + Penalty 3243.961612 = -2493359.463418
  nChanged 39
		SP:Iteration 25Q (216688.390000 sec): 3 clusters
  Score: Raw -2496606.514531 + Penalty 3243.961612 = -2493362.552919
  nChanged 48
		SP:Iteration 26Q (216688.630000 sec): 3 clusters
  Score: Raw -2496610.189534 + Penalty 3243.961612 = -2493366.227922
  nChanged 49
		SP:Iteration 27Q (216688.900000 sec): 3 clusters
  Score: Raw -2496614.253160 + Penalty 3243.961612 = -2493370.291548
  nChanged 48
		SP:Iteration 28Q (216689.180000 sec): 3 clusters
  Score: Raw -2496617.947104 + Penalty 3243.961612 = -2493373.985492
  nChanged 49
		SP:Iteration 29Q (216689.450000 sec): 3 clusters
  Score: Raw -2496622.027283 + Penalty 3243.961612 = -2493378.065671
  nChanged 63
		SP:Iteration 30Q (216689.680000 sec): 3 clusters
  Score: Raw -2496628.286829 + Penalty 3243.961612 = -2493384.325217
  nChanged 53
		SP:Iteration 31Q (216689.940000 sec): 3 clusters
  Score: Raw -2496633.493993 + Penalty 3243.961612 = -2493389.532381
  nChanged 58
		SP:Iteration 32Q (216690.200000 sec): 3 clusters
  Score: Raw -2496637.828453 + Penalty 3243.961612 = -2493393.866841
  nChanged 47
		SP:Iteration 33Q (216690.440000 sec): 3 clusters
  Score: Raw -2496641.772624 + Penalty 3243.961612 = -2493397.811012
  nChanged 52
		SP:Iteration 34Q (216690.710000 sec): 3 clusters
  Score: Raw -2496644.952379 + Penalty 3243.961612 = -2493400.990767
  nChanged 42
		SP:Iteration 35Q (216690.940000 sec): 3 clusters
  Score: Raw -2496647.669265 + Penalty 3243.961612 = -2493403.707653
  nChanged 32
		SP:Iteration 36Q (216691.180000 sec): 3 clusters
  Score: Raw -2496649.601279 + Penalty 3243.961612 = -2493405.639667
  nChanged 30
		SP:Iteration 37Q (216691.420000 sec): 3 clusters
  Score: Raw -2496651.374814 + Penalty 3243.961612 = -2493407.413203
  nChanged 27
		SP:Iteration 38Q (216691.690000 sec): 3 clusters
  Score: Raw -2496652.573563 + Penalty 3243.961612 = -2493408.611951
  nChanged 15
		SP:Iteration 39Q (216691.960000 sec): 3 clusters
  Score: Raw -2496653.559012 + Penalty 3243.961612 = -2493409.597400
  nChanged 24
		SP:Iteration 40F (216692.240000 sec): 3 clusters
  Score: Raw -2496654.670440 + Penalty 3243.961612 = -2493410.708829
  nChanged 21
		SP:Iteration 41Q (216692.520000 sec): 3 clusters
  Score: Raw -2496655.883234 + Penalty 3243.961612 = -2493411.921622
  nChanged 21
		SP:Iteration 42Q (216692.750000 sec): 3 clusters
  Score: Raw -2496657.107017 + Penalty 3243.961612 = -2493413.145406
  nChanged 21
		SP:Iteration 43Q (216693.010000 sec): 3 clusters
  Score: Raw -2496658.921320 + Penalty 3243.961612 = -2493414.959709
  nChanged 31
		SP:Iteration 44Q (216693.270000 sec): 3 clusters
  Score: Raw -2496660.908552 + Penalty 3243.961612 = -2493416.946940
  nChanged 24
		SP:Iteration 45Q (216693.500000 sec): 3 clusters
  Score: Raw -2496662.169707 + Penalty 3243.961612 = -2493418.208096
  nChanged 17
		SP:Iteration 46Q (216693.780000 sec): 3 clusters
  Score: Raw -2496662.795717 + Penalty 3243.961612 = -2493418.834106
  nChanged 16
		SP:Iteration 47Q (216694.050000 sec): 3 clusters
  Score: Raw -2496663.711526 + Penalty 3243.961612 = -2493419.749914
  nChanged 11
		SP:Iteration 48Q (216694.320000 sec): 3 clusters
  Score: Raw -2496664.132358 + Penalty 3243.961612 = -2493420.170746
  nChanged 9
		SP:Iteration 49Q (216694.560000 sec): 3 clusters
  Score: Raw -2496664.407545 + Penalty 3243.961612 = -2493420.445933
  nChanged 4
		SP:Iteration 50Q (216694.800000 sec): 3 clusters
  Score: Raw -2496664.488947 + Penalty 3243.961612 = -2493420.527336
  nChanged 5
		SP:Iteration 51Q (216695.040000 sec): 3 clusters
  Score: Raw -2496664.747084 + Penalty 3243.961612 = -2493420.785472
  nChanged 13
		SP:Iteration 52Q (216695.310000 sec): 3 clusters
  Score: Raw -2496665.423450 + Penalty 3243.961612 = -2493421.461839
  nChanged 9
		SP:Iteration 53Q (216695.590000 sec): 3 clusters
  Score: Raw -2496665.999769 + Penalty 3243.961612 = -2493422.038157
  nChanged 10
		SP:Iteration 54Q (216695.860000 sec): 3 clusters
  Score: Raw -2496666.375090 + Penalty 3243.961612 = -2493422.413478
  nChanged 7
		SP:Iteration 55Q (216696.090000 sec): 3 clusters
  Score: Raw -2496666.627590 + Penalty 3243.961612 = -2493422.665978
  nChanged 5
		SP:Iteration 56Q (216696.350000 sec): 3 clusters
  Score: Raw -2496666.807822 + Penalty 3243.961612 = -2493422.846210
  nChanged 1
		SP:Iteration 57Q (216696.610000 sec): 3 clusters
  Score: Raw -2496666.849539 + Penalty 3243.961612 = -2493422.887928
  nChanged 1
		SP:Iteration 58Q (216696.850000 sec): 3 clusters
  Score: Raw -2496666.916636 + Penalty 3243.961612 = -2493422.955024
  nChanged 2
		SP:Iteration 59Q (216697.130000 sec): 3 clusters
  Score: Raw -2496667.028107 + Penalty 3243.961612 = -2493423.066496
  nChanged 3
		SP:Iteration 60F (216697.400000 sec): 3 clusters
  Score: Raw -2496667.222119 + Penalty 3243.961612 = -2493423.260507
  nChanged 4
		SP:Iteration 61Q (216697.660000 sec): 3 clusters
  Score: Raw -2496667.546406 + Penalty 3243.961612 = -2493423.584794
  nChanged 6
		SP:Iteration 62Q (216697.900000 sec): 3 clusters
  Score: Raw -2496667.843426 + Penalty 3243.961612 = -2493423.881814
  nChanged 5
		SP:Iteration 63Q (216698.160000 sec): 3 clusters
  Score: Raw -2496668.047609 + Penalty 3243.961612 = -2493424.085997
  nChanged 3
		SP:Iteration 64Q (216698.410000 sec): 3 clusters
  Score: Raw -2496668.177036 + Penalty 3243.961612 = -2493424.215424
  nChanged 2
		SP:Iteration 65Q (216698.690000 sec): 3 clusters
  Score: Raw -2496668.221173 + Penalty 3243.961612 = -2493424.259561
  nChanged 0
		SP:Iteration 66F (216698.960000 sec): 3 clusters
  Score: Raw -2496668.221173 + Penalty 3243.961612 = -2493424.259561
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 30 (38573 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (216699.290000 sec): 2 clusters
  Score: Raw -4852122.723746 + Penalty 1716.050022 = -4850406.673724
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (216699.710000 sec): 3 clusters
  Score: Raw -4828033.664270 + Penalty 3432.100044 = -4824601.564226
  nChanged 17923
		SP:Iteration 1F (216700.120000 sec): 3 clusters
  Score: Raw -4838254.625816 + Penalty 3432.100044 = -4834822.525772
  nChanged 1882
		SP:Iteration 2Q (216700.530000 sec): 3 clusters
  Score: Raw -4838937.341845 + Penalty 3432.100044 = -4835505.241800
  nChanged 1909
		SP:Iteration 3Q (216700.930000 sec): 3 clusters
  Score: Raw -4839700.935508 + Penalty 3432.100044 = -4836268.835464
  nChanged 2066
		SP:Iteration 4F (216701.350000 sec): 3 clusters
  Score: Raw -4840663.554872 + Penalty 3432.100044 = -4837231.454828
  nChanged 2324
		SP:Iteration 5F (216701.750000 sec): 3 clusters
  Score: Raw -4841918.567394 + Penalty 3432.100044 = -4838486.467350
  nChanged 2470
		SP:Iteration 6F (216702.160000 sec): 3 clusters
  Score: Raw -4843345.985176 + Penalty 3432.100044 = -4839913.885131
  nChanged 2360
		SP:Iteration 7F (216702.570000 sec): 3 clusters
  Score: Raw -4844668.165761 + Penalty 3432.100044 = -4841236.065717
  nChanged 2066
		SP:Iteration 8F (216702.980000 sec): 3 clusters
  Score: Raw -4845702.301652 + Penalty 3432.100044 = -4842270.201607
  nChanged 1646
		SP:Iteration 9Q (216703.390000 sec): 3 clusters
  Score: Raw -4846536.060544 + Penalty 3432.100044 = -4843103.960500
  nChanged 1485
		SP:Iteration 10Q (216703.800000 sec): 3 clusters
  Score: Raw -4847232.244806 + Penalty 3432.100044 = -4843800.144762
  nChanged 1232
		SP:Iteration 11Q (216704.210000 sec): 3 clusters
  Score: Raw -4847779.616660 + Penalty 3432.100044 = -4844347.516616
  nChanged 1137
		SP:Iteration 12Q (216704.610000 sec): 3 clusters
  Score: Raw -4848239.865678 + Penalty 3432.100044 = -4844807.765633
  nChanged 1057
		SP:Iteration 13Q (216705.030000 sec): 3 clusters
  Score: Raw -4848633.161631 + Penalty 3432.100044 = -4845201.061587
  nChanged 1032
		SP:Iteration 14Q (216705.430000 sec): 3 clusters
  Score: Raw -4848980.946703 + Penalty 3432.100044 = -4845548.846659
  nChanged 1067
		SP:Iteration 15Q (216705.830000 sec): 3 clusters
  Score: Raw -4849306.802129 + Penalty 3432.100044 = -4845874.702085
  nChanged 1031
		SP:Iteration 16Q (216706.340000 sec): 3 clusters
  Score: Raw -4849619.634646 + Penalty 3432.100044 = -4846187.534602
  nChanged 1016
		SP:Iteration 17Q (216706.770000 sec): 3 clusters
  Score: Raw -4849921.721093 + Penalty 3432.100044 = -4846489.621049
  nChanged 1008
		SP:Iteration 18Q (216707.160000 sec): 3 clusters
  Score: Raw -4850227.178157 + Penalty 3432.100044 = -4846795.078113
  nChanged 1034
		SP:Iteration 19Q (216707.590000 sec): 3 clusters
  Score: Raw -4850557.740933 + Penalty 3432.100044 = -4847125.640888
  nChanged 1031
		SP:Iteration 20F (216707.990000 sec): 3 clusters
  Score: Raw -4850886.122335 + Penalty 3432.100044 = -4847454.022290
  nChanged 963
		SP:Iteration 21Q (216708.390000 sec): 3 clusters
  Score: Raw -4851188.094919 + Penalty 3432.100044 = -4847755.994875
  nChanged 850
		SP:Iteration 22Q (216708.800000 sec): 3 clusters
  Score: Raw -4851454.122748 + Penalty 3432.100044 = -4848022.022703
  nChanged 817
		SP:Iteration 23Q (216709.220000 sec): 3 clusters
  Score: Raw -4851712.625290 + Penalty 3432.100044 = -4848280.525245
  nChanged 784
		SP:Iteration 24Q (216709.630000 sec): 3 clusters
  Score: Raw -4851944.164584 + Penalty 3432.100044 = -4848512.064539
  nChanged 625
		SP:Iteration 25Q (216710.040000 sec): 3 clusters
  Score: Raw -4852106.097395 + Penalty 3432.100044 = -4848673.997350
  nChanged 520
		SP:Iteration 26Q (216710.430000 sec): 3 clusters
  Score: Raw -4852242.080110 + Penalty 3432.100044 = -4848809.980066
  nChanged 494
		SP:Iteration 27Q (216710.830000 sec): 3 clusters
  Score: Raw -4852371.095239 + Penalty 3432.100044 = -4848938.995195
  nChanged 427
		SP:Iteration 28Q (216711.240000 sec): 3 clusters
  Score: Raw -4852478.710583 + Penalty 3432.100044 = -4849046.610538
  nChanged 379
		SP:Iteration 29Q (216711.650000 sec): 3 clusters
  Score: Raw -4852569.975694 + Penalty 3432.100044 = -4849137.875649
  nChanged 323
		SP:Iteration 30Q (216712.060000 sec): 3 clusters
  Score: Raw -4852643.170291 + Penalty 3432.100044 = -4849211.070247
  nChanged 269
		SP:Iteration 31Q (216712.460000 sec): 3 clusters
  Score: Raw -4852703.532726 + Penalty 3432.100044 = -4849271.432681
  nChanged 238
		SP:Iteration 32Q (216712.870000 sec): 3 clusters
  Score: Raw -4852750.277694 + Penalty 3432.100044 = -4849318.177649
  nChanged 191
		SP:Iteration 33Q (216713.300000 sec): 3 clusters
  Score: Raw -4852787.663963 + Penalty 3432.100044 = -4849355.563918
  nChanged 162
		SP:Iteration 34Q (216713.700000 sec): 3 clusters
  Score: Raw -4852818.224183 + Penalty 3432.100044 = -4849386.124139
  nChanged 149
		SP:Iteration 35Q (216714.110000 sec): 3 clusters
  Score: Raw -4852846.598209 + Penalty 3432.100044 = -4849414.498165
  nChanged 146
		SP:Iteration 36Q (216714.510000 sec): 3 clusters
  Score: Raw -4852876.217173 + Penalty 3432.100044 = -4849444.117128
  nChanged 121
		SP:Iteration 37Q (216714.910000 sec): 3 clusters
  Score: Raw -4852894.981442 + Penalty 3432.100044 = -4849462.881398
  nChanged 87
		SP:Iteration 38Q (216715.350000 sec): 3 clusters
  Score: Raw -4852908.880878 + Penalty 3432.100044 = -4849476.780834
  nChanged 70
		SP:Iteration 39Q (216715.750000 sec): 3 clusters
  Score: Raw -4852920.708915 + Penalty 3432.100044 = -4849488.608871
  nChanged 57
		SP:Iteration 40F (216716.190000 sec): 3 clusters
  Score: Raw -4852927.857875 + Penalty 3432.100044 = -4849495.757830
  nChanged 44
		SP:Iteration 41Q (216716.590000 sec): 3 clusters
  Score: Raw -4852933.259798 + Penalty 3432.100044 = -4849501.159753
  nChanged 42
		SP:Iteration 42Q (216717.000000 sec): 3 clusters
  Score: Raw -4852938.625635 + Penalty 3432.100044 = -4849506.525591
  nChanged 50
		SP:Iteration 43Q (216717.400000 sec): 3 clusters
  Score: Raw -4852945.994325 + Penalty 3432.100044 = -4849513.894280
  nChanged 53
		SP:Iteration 44Q (216717.800000 sec): 3 clusters
  Score: Raw -4852954.571164 + Penalty 3432.100044 = -4849522.471120
  nChanged 48
		SP:Iteration 45Q (216718.200000 sec): 3 clusters
  Score: Raw -4852961.666328 + Penalty 3432.100044 = -4849529.566284
  nChanged 42
		SP:Iteration 46Q (216718.640000 sec): 3 clusters
  Score: Raw -4852967.460241 + Penalty 3432.100044 = -4849535.360197
  nChanged 38
		SP:Iteration 47Q (216719.040000 sec): 3 clusters
  Score: Raw -4852973.252673 + Penalty 3432.100044 = -4849541.152628
  nChanged 35
		SP:Iteration 48Q (216719.440000 sec): 3 clusters
  Score: Raw -4852978.246557 + Penalty 3432.100044 = -4849546.146513
  nChanged 35
		SP:Iteration 49Q (216719.840000 sec): 3 clusters
  Score: Raw -4852982.752375 + Penalty 3432.100044 = -4849550.652331
  nChanged 28
		SP:Iteration 50Q (216720.270000 sec): 3 clusters
  Score: Raw -4852985.830476 + Penalty 3432.100044 = -4849553.730432
  nChanged 20
		SP:Iteration 51Q (216720.670000 sec): 3 clusters
  Score: Raw -4852987.991895 + Penalty 3432.100044 = -4849555.891851
  nChanged 16
		SP:Iteration 52Q (216721.080000 sec): 3 clusters
  Score: Raw -4852989.816069 + Penalty 3432.100044 = -4849557.716025
  nChanged 17
		SP:Iteration 53Q (216721.500000 sec): 3 clusters
  Score: Raw -4852991.647689 + Penalty 3432.100044 = -4849559.547645
  nChanged 15
		SP:Iteration 54Q (216721.910000 sec): 3 clusters
  Score: Raw -4852993.004524 + Penalty 3432.100044 = -4849560.904480
  nChanged 6
		SP:Iteration 55Q (216722.310000 sec): 3 clusters
  Score: Raw -4852993.398899 + Penalty 3432.100044 = -4849561.298855
  nChanged 3
		SP:Iteration 56Q (216722.720000 sec): 3 clusters
  Score: Raw -4852993.652657 + Penalty 3432.100044 = -4849561.552612
  nChanged 2
		SP:Iteration 57Q (216723.150000 sec): 3 clusters
  Score: Raw -4852993.828844 + Penalty 3432.100044 = -4849561.728800
  nChanged 1
		SP:Iteration 58Q (216723.560000 sec): 3 clusters
  Score: Raw -4852993.911437 + Penalty 3432.100044 = -4849561.811393
  nChanged 0
		SP:Iteration 59F (216723.990000 sec): 3 clusters
  Score: Raw -4852993.911437 + Penalty 3432.100044 = -4849561.811393
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 31 (13651 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (216724.100000 sec): 2 clusters
  Score: Raw -1673285.985553 + Penalty 1547.254809 = -1671738.730744
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (216724.310000 sec): 3 clusters
  Score: Raw -1665332.758703 + Penalty 3094.509619 = -1662238.249084
  nChanged 6041
		SP:Iteration 1F (216724.490000 sec): 3 clusters
  Score: Raw -1668633.891413 + Penalty 3094.509619 = -1665539.381794
  nChanged 872
		SP:Iteration 2F (216724.680000 sec): 3 clusters
  Score: Raw -1669098.569789 + Penalty 3094.509619 = -1666004.060170
  nChanged 812
		SP:Iteration 3F (216724.860000 sec): 3 clusters
  Score: Raw -1669571.514089 + Penalty 3094.509619 = -1666477.004470
  nChanged 804
		SP:Iteration 4F (216725.060000 sec): 3 clusters
  Score: Raw -1670038.381029 + Penalty 3094.509619 = -1666943.871410
  nChanged 788
		SP:Iteration 5F (216725.240000 sec): 3 clusters
  Score: Raw -1670447.438477 + Penalty 3094.509619 = -1667352.928858
  nChanged 644
		SP:Iteration 6Q (216725.460000 sec): 3 clusters
  Score: Raw -1670762.157103 + Penalty 3094.509619 = -1667667.647484
  nChanged 595
		SP:Iteration 7Q (216725.680000 sec): 3 clusters
  Score: Raw -1671037.566140 + Penalty 3094.509619 = -1667943.056521
  nChanged 529
		SP:Iteration 8Q (216725.850000 sec): 3 clusters
  Score: Raw -1671268.199723 + Penalty 3094.509619 = -1668173.690104
  nChanged 449
		SP:Iteration 9Q (216726.040000 sec): 3 clusters
  Score: Raw -1671452.329308 + Penalty 3094.509619 = -1668357.819689
  nChanged 419
		SP:Iteration 10Q (216726.220000 sec): 3 clusters
  Score: Raw -1671621.755749 + Penalty 3094.509619 = -1668527.246130
  nChanged 421
		SP:Iteration 11Q (216726.430000 sec): 3 clusters
  Score: Raw -1671802.073573 + Penalty 3094.509619 = -1668707.563954
  nChanged 400
		SP:Iteration 12Q (216726.600000 sec): 3 clusters
  Score: Raw -1671976.662359 + Penalty 3094.509619 = -1668882.152740
  nChanged 456
		SP:Iteration 13Q (216726.790000 sec): 3 clusters
  Score: Raw -1672224.951117 + Penalty 3094.509619 = -1669130.441498
  nChanged 476
		SP:Iteration 14Q (216726.970000 sec): 3 clusters
  Score: Raw -1672540.611978 + Penalty 3094.509619 = -1669446.102359
  nChanged 492
		SP:Iteration 15Q (216727.180000 sec): 3 clusters
  Score: Raw -1672918.469378 + Penalty 3094.509619 = -1669823.959759
  nChanged 452
		SP:Iteration 16Q (216727.350000 sec): 3 clusters
  Score: Raw -1673254.906108 + Penalty 3094.509619 = -1670160.396489
  nChanged 370
		SP:Iteration 17Q (216727.550000 sec): 3 clusters
  Score: Raw -1673492.354042 + Penalty 3094.509619 = -1670397.844424
  nChanged 274
		SP:Iteration 18Q (216727.720000 sec): 3 clusters
  Score: Raw -1673630.054487 + Penalty 3094.509619 = -1670535.544868
  nChanged 181
		SP:Iteration 19Q (216727.900000 sec): 3 clusters
  Score: Raw -1673697.678111 + Penalty 3094.509619 = -1670603.168492
  nChanged 147
		SP:Iteration 20F (216728.100000 sec): 3 clusters
  Score: Raw -1673744.412819 + Penalty 3094.509619 = -1670649.903200
  nChanged 91
		SP:Iteration 21Q (216728.270000 sec): 3 clusters
  Score: Raw -1673768.080511 + Penalty 3094.509619 = -1670673.570892
  nChanged 73
		SP:Iteration 22Q (216728.440000 sec): 3 clusters
  Score: Raw -1673788.066758 + Penalty 3094.509619 = -1670693.557139
  nChanged 64
		SP:Iteration 23Q (216728.650000 sec): 3 clusters
  Score: Raw -1673802.979889 + Penalty 3094.509619 = -1670708.470270
  nChanged 57
		SP:Iteration 24Q (216728.850000 sec): 3 clusters
  Score: Raw -1673815.249740 + Penalty 3094.509619 = -1670720.740121
  nChanged 42
		SP:Iteration 25Q (216729.020000 sec): 3 clusters
  Score: Raw -1673824.782810 + Penalty 3094.509619 = -1670730.273191
  nChanged 33
		SP:Iteration 26Q (216729.200000 sec): 3 clusters
  Score: Raw -1673831.061742 + Penalty 3094.509619 = -1670736.552123
  nChanged 26
		SP:Iteration 27Q (216729.400000 sec): 3 clusters
  Score: Raw -1673834.486297 + Penalty 3094.509619 = -1670739.976678
  nChanged 22
		SP:Iteration 28Q (216729.560000 sec): 3 clusters
  Score: Raw -1673837.221975 + Penalty 3094.509619 = -1670742.712356
  nChanged 15
		SP:Iteration 29Q (216729.730000 sec): 3 clusters
  Score: Raw -1673839.274880 + Penalty 3094.509619 = -1670744.765262
  nChanged 9
		SP:Iteration 30Q (216729.920000 sec): 3 clusters
  Score: Raw -1673840.326691 + Penalty 3094.509619 = -1670745.817072
  nChanged 8
		SP:Iteration 31Q (216730.070000 sec): 3 clusters
  Score: Raw -1673841.036165 + Penalty 3094.509619 = -1670746.526546
  nChanged 4
		SP:Iteration 32Q (216730.250000 sec): 3 clusters
  Score: Raw -1673841.510598 + Penalty 3094.509619 = -1670747.000979
  nChanged 5
		SP:Iteration 33Q (216730.420000 sec): 3 clusters
  Score: Raw -1673841.957660 + Penalty 3094.509619 = -1670747.448041
  nChanged 3
		SP:Iteration 34Q (216730.650000 sec): 3 clusters
  Score: Raw -1673842.236798 + Penalty 3094.509619 = -1670747.727179
  nChanged 2
		SP:Iteration 35Q (216730.810000 sec): 3 clusters
  Score: Raw -1673842.537169 + Penalty 3094.509619 = -1670748.027551
  nChanged 1
		SP:Iteration 36Q (216730.990000 sec): 3 clusters
  Score: Raw -1673842.839602 + Penalty 3094.509619 = -1670748.329984
  nChanged 2
		SP:Iteration 37Q (216731.190000 sec): 3 clusters
  Score: Raw -1673843.007073 + Penalty 3094.509619 = -1670748.497454
  nChanged 1
		SP:Iteration 38Q (216731.350000 sec): 3 clusters
  Score: Raw -1673843.104053 + Penalty 3094.509619 = -1670748.594434
  nChanged 2
		SP:Iteration 39Q (216731.520000 sec): 3 clusters
  Score: Raw -1673843.337448 + Penalty 3094.509619 = -1670748.827829
  nChanged 2
		SP:Iteration 40F (216731.710000 sec): 3 clusters
  Score: Raw -1673843.615760 + Penalty 3094.509619 = -1670749.106141
  nChanged 1
		SP:Iteration 41Q (216731.910000 sec): 3 clusters
  Score: Raw -1673843.660904 + Penalty 3094.509619 = -1670749.151285
  nChanged 0
		SP:Iteration 42F (216732.110000 sec): 3 clusters
  Score: Raw -1673843.660904 + Penalty 3094.509619 = -1670749.151285
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 32 (6096 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (216732.220000 sec): 2 clusters
  Score: Raw -789478.955137 + Penalty 1416.250566 = -788062.704571
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (216732.350000 sec): 3 clusters
  Score: Raw -786202.585612 + Penalty 2832.501132 = -783370.084480
  nChanged 2485
		SP:Iteration 1F (216732.450000 sec): 3 clusters
  Score: Raw -787535.870054 + Penalty 2832.501132 = -784703.368922
  nChanged 361
		SP:Iteration 2F (216732.550000 sec): 3 clusters
  Score: Raw -787709.135726 + Penalty 2832.501132 = -784876.634595
  nChanged 274
		SP:Iteration 3Q (216732.650000 sec): 3 clusters
  Score: Raw -787839.651061 + Penalty 2832.501132 = -785007.149930
  nChanged 220
		SP:Iteration 4Q (216732.750000 sec): 3 clusters
  Score: Raw -787940.496900 + Penalty 2832.501132 = -785107.995769
  nChanged 192
		SP:Iteration 5Q (216732.850000 sec): 3 clusters
  Score: Raw -788026.462985 + Penalty 2832.501132 = -785193.961853
  nChanged 192
		SP:Iteration 6Q (216732.950000 sec): 3 clusters
  Score: Raw -788117.566465 + Penalty 2832.501132 = -785285.065334
  nChanged 214
		SP:Iteration 7Q (216733.050000 sec): 3 clusters
  Score: Raw -788225.560490 + Penalty 2832.501132 = -785393.059359
  nChanged 201
		SP:Iteration 8Q (216733.150000 sec): 3 clusters
  Score: Raw -788351.850218 + Penalty 2832.501132 = -785519.349086
  nChanged 237
		SP:Iteration 9Q (216733.250000 sec): 3 clusters
  Score: Raw -788508.459254 + Penalty 2832.501132 = -785675.958123
  nChanged 254
		SP:Iteration 10Q (216733.350000 sec): 3 clusters
  Score: Raw -788671.590913 + Penalty 2832.501132 = -785839.089781
  nChanged 218
		SP:Iteration 11Q (216733.440000 sec): 3 clusters
  Score: Raw -788833.818504 + Penalty 2832.501132 = -786001.317373
  nChanged 213
		SP:Iteration 12Q (216733.540000 sec): 3 clusters
  Score: Raw -788993.114279 + Penalty 2832.501132 = -786160.613147
  nChanged 181
		SP:Iteration 13Q (216733.640000 sec): 3 clusters
  Score: Raw -789125.236156 + Penalty 2832.501132 = -786292.735024
  nChanged 163
		SP:Iteration 14Q (216733.740000 sec): 3 clusters
  Score: Raw -789231.702461 + Penalty 2832.501132 = -786399.201329
  nChanged 116
		SP:Iteration 15Q (216733.830000 sec): 3 clusters
  Score: Raw -789303.749032 + Penalty 2832.501132 = -786471.247901
  nChanged 92
		SP:Iteration 16Q (216733.930000 sec): 3 clusters
  Score: Raw -789359.854570 + Penalty 2832.501132 = -786527.353438
  nChanged 93
		SP:Iteration 17Q (216734.030000 sec): 3 clusters
  Score: Raw -789419.751864 + Penalty 2832.501132 = -786587.250733
  nChanged 84
		SP:Iteration 18Q (216734.130000 sec): 3 clusters
  Score: Raw -789480.471854 + Penalty 2832.501132 = -786647.970722
  nChanged 75
		SP:Iteration 19Q (216734.230000 sec): 3 clusters
  Score: Raw -789544.428721 + Penalty 2832.501132 = -786711.927590
  nChanged 86
		SP:Iteration 20F (216734.330000 sec): 3 clusters
  Score: Raw -789607.470940 + Penalty 2832.501132 = -786774.969809
  nChanged 68
		SP:Iteration 21Q (216734.420000 sec): 3 clusters
  Score: Raw -789656.412997 + Penalty 2832.501132 = -786823.911865
  nChanged 56
		SP:Iteration 22Q (216734.520000 sec): 3 clusters
  Score: Raw -789686.837324 + Penalty 2832.501132 = -786854.336192
  nChanged 41
		SP:Iteration 23Q (216734.620000 sec): 3 clusters
  Score: Raw -789705.118927 + Penalty 2832.501132 = -786872.617795
  nChanged 24
		SP:Iteration 24Q (216734.720000 sec): 3 clusters
  Score: Raw -789712.512832 + Penalty 2832.501132 = -786880.011701
  nChanged 10
		SP:Iteration 25Q (216734.820000 sec): 3 clusters
  Score: Raw -789715.711427 + Penalty 2832.501132 = -786883.210295
  nChanged 10
		SP:Iteration 26Q (216734.920000 sec): 3 clusters
  Score: Raw -789719.823451 + Penalty 2832.501132 = -786887.322320
  nChanged 7
		SP:Iteration 27Q (216735.030000 sec): 3 clusters
  Score: Raw -789722.703698 + Penalty 2832.501132 = -786890.202566
  nChanged 8
		SP:Iteration 28Q (216735.130000 sec): 3 clusters
  Score: Raw -789724.765960 + Penalty 2832.501132 = -786892.264828
  nChanged 5
		SP:Iteration 29Q (216735.230000 sec): 3 clusters
  Score: Raw -789726.517867 + Penalty 2832.501132 = -786894.016736
  nChanged 6
		SP:Iteration 30Q (216735.330000 sec): 3 clusters
  Score: Raw -789728.194282 + Penalty 2832.501132 = -786895.693151
  nChanged 4
		SP:Iteration 31Q (216735.430000 sec): 3 clusters
  Score: Raw -789729.154254 + Penalty 2832.501132 = -786896.653122
  nChanged 4
		SP:Iteration 32Q (216735.530000 sec): 3 clusters
  Score: Raw -789729.970825 + Penalty 2832.501132 = -786897.469693
  nChanged 2
		SP:Iteration 33Q (216735.630000 sec): 3 clusters
  Score: Raw -789730.426959 + Penalty 2832.501132 = -786897.925828
  nChanged 1
		SP:Iteration 34Q (216735.730000 sec): 3 clusters
  Score: Raw -789730.534414 + Penalty 2832.501132 = -786898.033282
  nChanged 1
		SP:Iteration 35Q (216735.830000 sec): 3 clusters
  Score: Raw -789730.830850 + Penalty 2832.501132 = -786898.329718
  nChanged 2
		SP:Iteration 36Q (216735.940000 sec): 3 clusters
  Score: Raw -789731.429345 + Penalty 2832.501132 = -786898.928213
  nChanged 3
		SP:Iteration 37Q (216736.040000 sec): 3 clusters
  Score: Raw -789732.165609 + Penalty 2832.501132 = -786899.664477
  nChanged 7
		SP:Iteration 38Q (216736.140000 sec): 3 clusters
  Score: Raw -789734.249925 + Penalty 2832.501132 = -786901.748793
  nChanged 3
		SP:Iteration 39Q (216736.240000 sec): 3 clusters
  Score: Raw -789735.131772 + Penalty 2832.501132 = -786902.630640
  nChanged 4
		SP:Iteration 40F (216736.340000 sec): 3 clusters
  Score: Raw -789736.505334 + Penalty 2832.501132 = -786904.004203
  nChanged 6
		SP:Iteration 41Q (216736.440000 sec): 3 clusters
  Score: Raw -789738.251174 + Penalty 2832.501132 = -786905.750042
  nChanged 3
		SP:Iteration 42Q (216736.540000 sec): 3 clusters
  Score: Raw -789739.071500 + Penalty 2832.501132 = -786906.570368
  nChanged 1
		SP:Iteration 43Q (216736.640000 sec): 3 clusters
  Score: Raw -789739.378387 + Penalty 2832.501132 = -786906.877256
  nChanged 1
		SP:Iteration 44Q (216736.740000 sec): 3 clusters
  Score: Raw -789739.639023 + Penalty 2832.501132 = -786907.137891
  nChanged 0
		SP:Iteration 45F (216736.840000 sec): 3 clusters
  Score: Raw -789739.639023 + Penalty 2832.501132 = -786907.137891
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 33 (437 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (216736.900000 sec): 2 clusters
  Score: Raw -51158.341816 + Penalty 987.989144 = -50170.352671
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (216736.900000 sec): 3 clusters
  Score: Raw -51147.201854 + Penalty 1975.978288 = -49171.223566
  nChanged 95
		SP:Iteration 1F (216736.910000 sec): 3 clusters
  Score: Raw -51268.312467 + Penalty 1975.978288 = -49292.334178
  nChanged 17
		SP:Iteration 2Q (216736.920000 sec): 3 clusters
  Score: Raw -51307.503978 + Penalty 1975.978288 = -49331.525690
  nChanged 13
		SP:Iteration 3Q (216736.930000 sec): 3 clusters
  Score: Raw -51324.273562 + Penalty 1975.978288 = -49348.295274
  nChanged 7
		SP:Iteration 4Q (216736.940000 sec): 3 clusters
  Score: Raw -51334.547856 + Penalty 1975.978288 = -49358.569567
  nChanged 3
		SP:Iteration 5Q (216736.950000 sec): 3 clusters
  Score: Raw -51338.180444 + Penalty 1975.978288 = -49362.202156
  nChanged 2
		SP:Iteration 6Q (216736.960000 sec): 3 clusters
  Score: Raw -51346.607746 + Penalty 1975.978288 = -49370.629457
  nChanged 5
		SP:Iteration 7Q (216736.970000 sec): 3 clusters
  Score: Raw -51358.813988 + Penalty 1975.978288 = -49382.835700
  nChanged 5
		SP:Iteration 8Q (216736.980000 sec): 3 clusters
  Score: Raw -51365.409444 + Penalty 1975.978288 = -49389.431156
  nChanged 2
		SP:Iteration 9Q (216736.990000 sec): 3 clusters
  Score: Raw -51367.288561 + Penalty 1975.978288 = -49391.310272
  nChanged 1
		SP:Iteration 10Q (216737.000000 sec): 3 clusters
  Score: Raw -51370.772081 + Penalty 1975.978288 = -49394.793793
  nChanged 1
		SP:Iteration 11Q (216737.000000 sec): 3 clusters
  Score: Raw -51371.495462 + Penalty 1975.978288 = -49395.517173
  nChanged 0
		SP:Iteration 12F (216737.010000 sec): 3 clusters
  Score: Raw -51371.495462 + Penalty 1975.978288 = -49395.517173
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 34 (2461 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (216737.080000 sec): 2 clusters
  Score: Raw -283108.905592 + Penalty 1268.852496 = -281840.053096
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (216737.130000 sec): 3 clusters
  Score: Raw -282032.972209 + Penalty 2537.704991 = -279495.267217
  nChanged 889
		SP:Iteration 1F (216737.170000 sec): 3 clusters
  Score: Raw -282797.105817 + Penalty 2537.704991 = -280259.400825
  nChanged 262
		SP:Iteration 2F (216737.220000 sec): 3 clusters
  Score: Raw -283105.192514 + Penalty 2537.704991 = -280567.487523
  nChanged 195
		SP:Iteration 3F (216737.260000 sec): 3 clusters
  Score: Raw -283309.351498 + Penalty 2537.704991 = -280771.646506
  nChanged 145
		SP:Iteration 4F (216737.310000 sec): 3 clusters
  Score: Raw -283433.563347 + Penalty 2537.704991 = -280895.858355
  nChanged 78
		SP:Iteration 5Q (216737.350000 sec): 3 clusters
  Score: Raw -283491.223495 + Penalty 2537.704991 = -280953.518504
  nChanged 78
		SP:Iteration 6Q (216737.400000 sec): 3 clusters
  Score: Raw -283547.934510 + Penalty 2537.704991 = -281010.229518
  nChanged 58
		SP:Iteration 7Q (216737.440000 sec): 3 clusters
  Score: Raw -283594.764896 + Penalty 2537.704991 = -281057.059905
  nChanged 52
		SP:Iteration 8Q (216737.490000 sec): 3 clusters
  Score: Raw -283629.218223 + Penalty 2537.704991 = -281091.513232
  nChanged 40
		SP:Iteration 9Q (216737.530000 sec): 3 clusters
  Score: Raw -283653.208239 + Penalty 2537.704991 = -281115.503247
  nChanged 40
		SP:Iteration 10Q (216737.580000 sec): 3 clusters
  Score: Raw -283675.041732 + Penalty 2537.704991 = -281137.336740
  nChanged 37
		SP:Iteration 11Q (216737.620000 sec): 3 clusters
  Score: Raw -283692.644677 + Penalty 2537.704991 = -281154.939686
  nChanged 34
		SP:Iteration 12Q (216737.660000 sec): 3 clusters
  Score: Raw -283706.840190 + Penalty 2537.704991 = -281169.135199
  nChanged 21
		SP:Iteration 13Q (216737.710000 sec): 3 clusters
  Score: Raw -283715.709748 + Penalty 2537.704991 = -281178.004756
  nChanged 17
		SP:Iteration 14Q (216737.760000 sec): 3 clusters
  Score: Raw -283723.361730 + Penalty 2537.704991 = -281185.656738
  nChanged 16
		SP:Iteration 15Q (216737.800000 sec): 3 clusters
  Score: Raw -283730.463203 + Penalty 2537.704991 = -281192.758212
  nChanged 13
		SP:Iteration 16Q (216737.840000 sec): 3 clusters
  Score: Raw -283736.291717 + Penalty 2537.704991 = -281198.586726
  nChanged 10
		SP:Iteration 17Q (216737.890000 sec): 3 clusters
  Score: Raw -283740.561585 + Penalty 2537.704991 = -281202.856594
  nChanged 9
		SP:Iteration 18Q (216737.930000 sec): 3 clusters
  Score: Raw -283745.037770 + Penalty 2537.704991 = -281207.332779
  nChanged 10
		SP:Iteration 19Q (216737.980000 sec): 3 clusters
  Score: Raw -283751.245844 + Penalty 2537.704991 = -281213.540852
  nChanged 13
		SP:Iteration 20F (216738.020000 sec): 3 clusters
  Score: Raw -283758.958156 + Penalty 2537.704991 = -281221.253165
  nChanged 16
		SP:Iteration 21Q (216738.070000 sec): 3 clusters
  Score: Raw -283766.050704 + Penalty 2537.704991 = -281228.345713
  nChanged 10
		SP:Iteration 22Q (216738.110000 sec): 3 clusters
  Score: Raw -283772.453227 + Penalty 2537.704991 = -281234.748236
  nChanged 9
		SP:Iteration 23Q (216738.160000 sec): 3 clusters
  Score: Raw -283776.978255 + Penalty 2537.704991 = -281239.273264
  nChanged 5
		SP:Iteration 24Q (216738.200000 sec): 3 clusters
  Score: Raw -283779.750325 + Penalty 2537.704991 = -281242.045334
  nChanged 5
		SP:Iteration 25Q (216738.240000 sec): 3 clusters
  Score: Raw -283783.162656 + Penalty 2537.704991 = -281245.457664
  nChanged 4
		SP:Iteration 26Q (216738.290000 sec): 3 clusters
  Score: Raw -283786.193493 + Penalty 2537.704991 = -281248.488501
  nChanged 6
		SP:Iteration 27Q (216738.330000 sec): 3 clusters
  Score: Raw -283791.265783 + Penalty 2537.704991 = -281253.560792
  nChanged 4
		SP:Iteration 28Q (216738.380000 sec): 3 clusters
  Score: Raw -283793.303336 + Penalty 2537.704991 = -281255.598344
  nChanged 3
		SP:Iteration 29Q (216738.420000 sec): 3 clusters
  Score: Raw -283794.521416 + Penalty 2537.704991 = -281256.816425
  nChanged 1
		SP:Iteration 30Q (216738.470000 sec): 3 clusters
  Score: Raw -283794.749488 + Penalty 2537.704991 = -281257.044497
  nChanged 1
		SP:Iteration 31Q (216738.510000 sec): 3 clusters
  Score: Raw -283794.889997 + Penalty 2537.704991 = -281257.185006
  nChanged 2
		SP:Iteration 32Q (216738.560000 sec): 3 clusters
  Score: Raw -283795.119918 + Penalty 2537.704991 = -281257.414927
  nChanged 0
		SP:Iteration 33F (216738.600000 sec): 3 clusters
  Score: Raw -283795.119918 + Penalty 2537.704991 = -281257.414927
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 35 (7045 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (216738.700000 sec): 2 clusters
  Score: Raw -870807.361540 + Penalty 1439.761931 = -869367.599608
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (216738.820000 sec): 3 clusters
  Score: Raw -866956.412619 + Penalty 2879.523863 = -864076.888756
  nChanged 2947
		SP:Iteration 1F (216738.940000 sec): 3 clusters
  Score: Raw -868660.996533 + Penalty 2879.523863 = -865781.472670
  nChanged 540
		SP:Iteration 2F (216739.050000 sec): 3 clusters
  Score: Raw -868970.991018 + Penalty 2879.523863 = -866091.467155
  nChanged 458
		SP:Iteration 3F (216739.180000 sec): 3 clusters
  Score: Raw -869233.833394 + Penalty 2879.523863 = -866354.309532
  nChanged 393
		SP:Iteration 4F (216739.310000 sec): 3 clusters
  Score: Raw -869439.239652 + Penalty 2879.523863 = -866559.715789
  nChanged 312
		SP:Iteration 5Q (216739.440000 sec): 3 clusters
  Score: Raw -869600.474458 + Penalty 2879.523863 = -866720.950595
  nChanged 286
		SP:Iteration 6Q (216739.570000 sec): 3 clusters
  Score: Raw -869748.438741 + Penalty 2879.523863 = -866868.914878
  nChanged 262
		SP:Iteration 7Q (216739.700000 sec): 3 clusters
  Score: Raw -869891.747481 + Penalty 2879.523863 = -867012.223618
  nChanged 257
		SP:Iteration 8Q (216739.820000 sec): 3 clusters
  Score: Raw -870054.259077 + Penalty 2879.523863 = -867174.735214
  nChanged 255
		SP:Iteration 9Q (216739.950000 sec): 3 clusters
  Score: Raw -870244.229848 + Penalty 2879.523863 = -867364.705985
  nChanged 253
		SP:Iteration 10Q (216740.080000 sec): 3 clusters
  Score: Raw -870467.042443 + Penalty 2879.523863 = -867587.518580
  nChanged 278
		SP:Iteration 11Q (216740.210000 sec): 3 clusters
  Score: Raw -870728.857246 + Penalty 2879.523863 = -867849.333383
  nChanged 255
		SP:Iteration 12Q (216740.340000 sec): 3 clusters
  Score: Raw -870948.451753 + Penalty 2879.523863 = -868068.927890
  nChanged 226
		SP:Iteration 13Q (216740.470000 sec): 3 clusters
  Score: Raw -871135.704837 + Penalty 2879.523863 = -868256.180974
  nChanged 162
		SP:Iteration 14Q (216740.590000 sec): 3 clusters
  Score: Raw -871252.058629 + Penalty 2879.523863 = -868372.534766
  nChanged 99
		SP:Iteration 15Q (216740.720000 sec): 3 clusters
  Score: Raw -871313.441918 + Penalty 2879.523863 = -868433.918055
  nChanged 72
		SP:Iteration 16Q (216740.840000 sec): 3 clusters
  Score: Raw -871368.433768 + Penalty 2879.523863 = -868488.909905
  nChanged 68
		SP:Iteration 17Q (216740.970000 sec): 3 clusters
  Score: Raw -871426.051178 + Penalty 2879.523863 = -868546.527315
  nChanged 63
		SP:Iteration 18Q (216741.100000 sec): 3 clusters
  Score: Raw -871478.185133 + Penalty 2879.523863 = -868598.661270
  nChanged 53
		SP:Iteration 19Q (216741.220000 sec): 3 clusters
  Score: Raw -871532.550294 + Penalty 2879.523863 = -868653.026431
  nChanged 45
		SP:Iteration 20F (216741.350000 sec): 3 clusters
  Score: Raw -871580.837372 + Penalty 2879.523863 = -868701.313509
  nChanged 53
		SP:Iteration 21Q (216741.470000 sec): 3 clusters
  Score: Raw -871634.417736 + Penalty 2879.523863 = -868754.893874
  nChanged 41
		SP:Iteration 22Q (216741.590000 sec): 3 clusters
  Score: Raw -871669.431080 + Penalty 2879.523863 = -868789.907217
  nChanged 25
		SP:Iteration 23Q (216741.710000 sec): 3 clusters
  Score: Raw -871686.138344 + Penalty 2879.523863 = -868806.614481
  nChanged 26
		SP:Iteration 24Q (216741.840000 sec): 3 clusters
  Score: Raw -871702.537276 + Penalty 2879.523863 = -868823.013413
  nChanged 12
		SP:Iteration 25Q (216741.950000 sec): 3 clusters
  Score: Raw -871708.213288 + Penalty 2879.523863 = -868828.689425
  nChanged 8
		SP:Iteration 26Q (216742.100000 sec): 3 clusters
  Score: Raw -871713.150787 + Penalty 2879.523863 = -868833.626924
  nChanged 6
		SP:Iteration 27Q (216742.220000 sec): 3 clusters
  Score: Raw -871715.952441 + Penalty 2879.523863 = -868836.428578
  nChanged 10
		SP:Iteration 28Q (216742.340000 sec): 3 clusters
  Score: Raw -871722.072511 + Penalty 2879.523863 = -868842.548648
  nChanged 10
		SP:Iteration 29Q (216742.460000 sec): 3 clusters
  Score: Raw -871726.427473 + Penalty 2879.523863 = -868846.903610
  nChanged 4
		SP:Iteration 30Q (216742.570000 sec): 3 clusters
  Score: Raw -871728.371835 + Penalty 2879.523863 = -868848.847972
  nChanged 5
		SP:Iteration 31Q (216742.690000 sec): 3 clusters
  Score: Raw -871732.008746 + Penalty 2879.523863 = -868852.484884
  nChanged 4
		SP:Iteration 32Q (216742.810000 sec): 3 clusters
  Score: Raw -871733.257068 + Penalty 2879.523863 = -868853.733205
  nChanged 1
		SP:Iteration 33Q (216742.930000 sec): 3 clusters
  Score: Raw -871733.616264 + Penalty 2879.523863 = -868854.092401
  nChanged 0
		SP:Iteration 34F (216743.060000 sec): 3 clusters
  Score: Raw -871733.616264 + Penalty 2879.523863 = -868854.092401
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 36 (5579 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (216743.150000 sec): 2 clusters
  Score: Raw -664663.610809 + Penalty 1401.849285 = -663261.761525
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (216743.260000 sec): 3 clusters
  Score: Raw -661737.046670 + Penalty 2803.698569 = -658933.348101
  nChanged 2296
		SP:Iteration 1F (216743.360000 sec): 3 clusters
  Score: Raw -662991.166913 + Penalty 2803.698569 = -660187.468344
  nChanged 434
		SP:Iteration 2F (216743.460000 sec): 3 clusters
  Score: Raw -663243.707422 + Penalty 2803.698569 = -660440.008853
  nChanged 334
		SP:Iteration 3F (216743.550000 sec): 3 clusters
  Score: Raw -663413.255775 + Penalty 2803.698569 = -660609.557206
  nChanged 255
		SP:Iteration 4Q (216743.650000 sec): 3 clusters
  Score: Raw -663540.682262 + Penalty 2803.698569 = -660736.983693
  nChanged 195
		SP:Iteration 5Q (216743.750000 sec): 3 clusters
  Score: Raw -663633.782521 + Penalty 2803.698569 = -660830.083952
  nChanged 176
		SP:Iteration 6Q (216743.840000 sec): 3 clusters
  Score: Raw -663713.439838 + Penalty 2803.698569 = -660909.741269
  nChanged 155
		SP:Iteration 7Q (216743.930000 sec): 3 clusters
  Score: Raw -663776.492952 + Penalty 2803.698569 = -660972.794383
  nChanged 127
		SP:Iteration 8Q (216744.030000 sec): 3 clusters
  Score: Raw -663829.013212 + Penalty 2803.698569 = -661025.314643
  nChanged 118
		SP:Iteration 9Q (216744.130000 sec): 3 clusters
  Score: Raw -663880.239911 + Penalty 2803.698569 = -661076.541342
  nChanged 119
		SP:Iteration 10Q (216744.220000 sec): 3 clusters
  Score: Raw -663927.304500 + Penalty 2803.698569 = -661123.605931
  nChanged 111
		SP:Iteration 11Q (216744.320000 sec): 3 clusters
  Score: Raw -663973.777723 + Penalty 2803.698569 = -661170.079154
  nChanged 127
		SP:Iteration 12Q (216744.410000 sec): 3 clusters
  Score: Raw -664027.258003 + Penalty 2803.698569 = -661223.559434
  nChanged 120
		SP:Iteration 13Q (216744.510000 sec): 3 clusters
  Score: Raw -664086.761587 + Penalty 2803.698569 = -661283.063017
  nChanged 126
		SP:Iteration 14Q (216744.600000 sec): 3 clusters
  Score: Raw -664150.418262 + Penalty 2803.698569 = -661346.719693
  nChanged 128
		SP:Iteration 15Q (216744.690000 sec): 3 clusters
  Score: Raw -664221.852933 + Penalty 2803.698569 = -661418.154364
  nChanged 141
		SP:Iteration 16Q (216744.790000 sec): 3 clusters
  Score: Raw -664313.132847 + Penalty 2803.698569 = -661509.434277
  nChanged 135
		SP:Iteration 17Q (216744.880000 sec): 3 clusters
  Score: Raw -664392.600377 + Penalty 2803.698569 = -661588.901808
  nChanged 116
		SP:Iteration 18Q (216744.980000 sec): 3 clusters
  Score: Raw -664467.815820 + Penalty 2803.698569 = -661664.117251
  nChanged 106
		SP:Iteration 19Q (216745.070000 sec): 3 clusters
  Score: Raw -664534.191960 + Penalty 2803.698569 = -661730.493391
  nChanged 89
		SP:Iteration 20F (216745.170000 sec): 3 clusters
  Score: Raw -664581.837836 + Penalty 2803.698569 = -661778.139267
  nChanged 80
		SP:Iteration 21Q (216745.250000 sec): 3 clusters
  Score: Raw -664628.187465 + Penalty 2803.698569 = -661824.488896
  nChanged 71
		SP:Iteration 22Q (216745.350000 sec): 3 clusters
  Score: Raw -664675.038771 + Penalty 2803.698569 = -661871.340202
  nChanged 68
		SP:Iteration 23Q (216745.440000 sec): 3 clusters
  Score: Raw -664705.172489 + Penalty 2803.698569 = -661901.473920
  nChanged 48
		SP:Iteration 24Q (216745.530000 sec): 3 clusters
  Score: Raw -664729.664050 + Penalty 2803.698569 = -661925.965481
  nChanged 29
		SP:Iteration 25Q (216745.620000 sec): 3 clusters
  Score: Raw -664742.739570 + Penalty 2803.698569 = -661939.041001
  nChanged 19
		SP:Iteration 26Q (216745.710000 sec): 3 clusters
  Score: Raw -664751.111927 + Penalty 2803.698569 = -661947.413358
  nChanged 21
		SP:Iteration 27Q (216745.800000 sec): 3 clusters
  Score: Raw -664759.518566 + Penalty 2803.698569 = -661955.819997
  nChanged 16
		SP:Iteration 28Q (216745.890000 sec): 3 clusters
  Score: Raw -664766.595514 + Penalty 2803.698569 = -661962.896945
  nChanged 13
		SP:Iteration 29Q (216745.990000 sec): 3 clusters
  Score: Raw -664771.847526 + Penalty 2803.698569 = -661968.148957
  nChanged 10
		SP:Iteration 30Q (216746.080000 sec): 3 clusters
  Score: Raw -664775.103905 + Penalty 2803.698569 = -661971.405336
  nChanged 5
		SP:Iteration 31Q (216746.170000 sec): 3 clusters
  Score: Raw -664778.264835 + Penalty 2803.698569 = -661974.566266
  nChanged 8
		SP:Iteration 32Q (216746.260000 sec): 3 clusters
  Score: Raw -664781.679728 + Penalty 2803.698569 = -661977.981159
  nChanged 6
		SP:Iteration 33Q (216746.350000 sec): 3 clusters
  Score: Raw -664783.771044 + Penalty 2803.698569 = -661980.072475
  nChanged 5
		SP:Iteration 34Q (216746.440000 sec): 3 clusters
  Score: Raw -664785.441892 + Penalty 2803.698569 = -661981.743323
  nChanged 7
		SP:Iteration 35Q (216746.530000 sec): 3 clusters
  Score: Raw -664788.091491 + Penalty 2803.698569 = -661984.392922
  nChanged 3
		SP:Iteration 36Q (216746.620000 sec): 3 clusters
  Score: Raw -664789.080915 + Penalty 2803.698569 = -661985.382346
  nChanged 5
		SP:Iteration 37Q (216746.710000 sec): 3 clusters
  Score: Raw -664790.266975 + Penalty 2803.698569 = -661986.568406
  nChanged 1
		SP:Iteration 38Q (216746.810000 sec): 3 clusters
  Score: Raw -664790.583963 + Penalty 2803.698569 = -661986.885394
  nChanged 1
		SP:Iteration 39Q (216746.890000 sec): 3 clusters
  Score: Raw -664791.275919 + Penalty 2803.698569 = -661987.577350
  nChanged 2
		SP:Iteration 40F (216746.990000 sec): 3 clusters
  Score: Raw -664791.652321 + Penalty 2803.698569 = -661987.953752
  nChanged 3
		SP:Iteration 41Q (216747.080000 sec): 3 clusters
  Score: Raw -664793.401848 + Penalty 2803.698569 = -661989.703279
  nChanged 3
		SP:Iteration 42Q (216747.170000 sec): 3 clusters
  Score: Raw -664795.870360 + Penalty 2803.698569 = -661992.171791
  nChanged 4
		SP:Iteration 43Q (216747.260000 sec): 3 clusters
  Score: Raw -664797.206471 + Penalty 2803.698569 = -661993.507902
  nChanged 7
		SP:Iteration 44Q (216747.360000 sec): 3 clusters
  Score: Raw -664799.247241 + Penalty 2803.698569 = -661995.548672
  nChanged 6
		SP:Iteration 45Q (216747.440000 sec): 3 clusters
  Score: Raw -664801.538022 + Penalty 2803.698569 = -661997.839453
  nChanged 9
		SP:Iteration 46Q (216747.540000 sec): 3 clusters
  Score: Raw -664805.186597 + Penalty 2803.698569 = -662001.488028
  nChanged 11
		SP:Iteration 47Q (216747.630000 sec): 3 clusters
  Score: Raw -664810.130623 + Penalty 2803.698569 = -662006.432054
  nChanged 10
		SP:Iteration 48Q (216747.720000 sec): 3 clusters
  Score: Raw -664814.903612 + Penalty 2803.698569 = -662011.205043
  nChanged 6
		SP:Iteration 49Q (216747.810000 sec): 3 clusters
  Score: Raw -664817.632811 + Penalty 2803.698569 = -662013.934242
  nChanged 9
		SP:Iteration 50Q (216747.900000 sec): 3 clusters
  Score: Raw -664821.755339 + Penalty 2803.698569 = -662018.056769
  nChanged 12
		SP:Iteration 51Q (216747.990000 sec): 3 clusters
  Score: Raw -664826.073046 + Penalty 2803.698569 = -662022.374477
  nChanged 8
		SP:Iteration 52Q (216748.080000 sec): 3 clusters
  Score: Raw -664830.672953 + Penalty 2803.698569 = -662026.974384
  nChanged 5
		SP:Iteration 53Q (216748.160000 sec): 3 clusters
  Score: Raw -664832.126509 + Penalty 2803.698569 = -662028.427940
  nChanged 3
		SP:Iteration 54Q (216748.260000 sec): 3 clusters
  Score: Raw -664833.126935 + Penalty 2803.698569 = -662029.428366
  nChanged 2
		SP:Iteration 55Q (216748.340000 sec): 3 clusters
  Score: Raw -664833.872411 + Penalty 2803.698569 = -662030.173842
  nChanged 3
		SP:Iteration 56Q (216748.440000 sec): 3 clusters
  Score: Raw -664834.801503 + Penalty 2803.698569 = -662031.102934
  nChanged 4
		SP:Iteration 57Q (216748.520000 sec): 3 clusters
  Score: Raw -664836.522514 + Penalty 2803.698569 = -662032.823945
  nChanged 4
		SP:Iteration 58Q (216748.620000 sec): 3 clusters
  Score: Raw -664838.040870 + Penalty 2803.698569 = -662034.342301
  nChanged 3
		SP:Iteration 59Q (216748.710000 sec): 3 clusters
  Score: Raw -664838.857418 + Penalty 2803.698569 = -662035.158849
  nChanged 1
		SP:Iteration 60F (216748.800000 sec): 3 clusters
  Score: Raw -664839.263618 + Penalty 2803.698569 = -662035.565049
  nChanged 2
		SP:Iteration 61Q (216748.890000 sec): 3 clusters
  Score: Raw -664840.529247 + Penalty 2803.698569 = -662036.830678
  nChanged 7
		SP:Iteration 62Q (216748.980000 sec): 3 clusters
  Score: Raw -664843.449572 + Penalty 2803.698569 = -662039.751003
  nChanged 3
		SP:Iteration 63Q (216749.070000 sec): 3 clusters
  Score: Raw -664844.956711 + Penalty 2803.698569 = -662041.258142
  nChanged 5
		SP:Iteration 64Q (216749.160000 sec): 3 clusters
  Score: Raw -664846.833689 + Penalty 2803.698569 = -662043.135119
  nChanged 2
		SP:Iteration 65Q (216749.250000 sec): 3 clusters
  Score: Raw -664847.652038 + Penalty 2803.698569 = -662043.953469
  nChanged 0
		SP:Iteration 66F (216749.340000 sec): 3 clusters
  Score: Raw -664847.652038 + Penalty 2803.698569 = -662043.953469
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 37 (1472 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (216749.400000 sec): 2 clusters
  Score: Raw -168252.373377 + Penalty 1185.336311 = -167067.037065
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (216749.430000 sec): 3 clusters
  Score: Raw -167680.335352 + Penalty 2370.672622 = -165309.662730
  nChanged 532
		SP:Iteration 1F (216749.460000 sec): 3 clusters
  Score: Raw -168083.383360 + Penalty 2370.672622 = -165712.710737
  nChanged 118
		SP:Iteration 2F (216749.480000 sec): 3 clusters
  Score: Raw -168184.844408 + Penalty 2370.672622 = -165814.171785
  nChanged 78
		SP:Iteration 3F (216749.510000 sec): 3 clusters
  Score: Raw -168277.871979 + Penalty 2370.672622 = -165907.199357
  nChanged 58
		SP:Iteration 4Q (216749.540000 sec): 3 clusters
  Score: Raw -168332.203801 + Penalty 2370.672622 = -165961.531179
  nChanged 44
		SP:Iteration 5Q (216749.570000 sec): 3 clusters
  Score: Raw -168379.268649 + Penalty 2370.672622 = -166008.596026
  nChanged 45
		SP:Iteration 6Q (216749.600000 sec): 3 clusters
  Score: Raw -168431.244851 + Penalty 2370.672622 = -166060.572229
  nChanged 35
		SP:Iteration 7Q (216749.620000 sec): 3 clusters
  Score: Raw -168463.568314 + Penalty 2370.672622 = -166092.895691
  nChanged 26
		SP:Iteration 8Q (216749.650000 sec): 3 clusters
  Score: Raw -168483.513598 + Penalty 2370.672622 = -166112.840976
  nChanged 18
		SP:Iteration 9Q (216749.680000 sec): 3 clusters
  Score: Raw -168501.823948 + Penalty 2370.672622 = -166131.151326
  nChanged 14
		SP:Iteration 10Q (216749.700000 sec): 3 clusters
  Score: Raw -168511.574722 + Penalty 2370.672622 = -166140.902100
  nChanged 7
		SP:Iteration 11Q (216749.730000 sec): 3 clusters
  Score: Raw -168516.117916 + Penalty 2370.672622 = -166145.445294
  nChanged 7
		SP:Iteration 12Q (216749.760000 sec): 3 clusters
  Score: Raw -168523.472035 + Penalty 2370.672622 = -166152.799413
  nChanged 7
		SP:Iteration 13Q (216749.790000 sec): 3 clusters
  Score: Raw -168527.733382 + Penalty 2370.672622 = -166157.060760
  nChanged 4
		SP:Iteration 14Q (216749.810000 sec): 3 clusters
  Score: Raw -168529.492634 + Penalty 2370.672622 = -166158.820012
  nChanged 5
		SP:Iteration 15Q (216749.840000 sec): 3 clusters
  Score: Raw -168532.299981 + Penalty 2370.672622 = -166161.627359
  nChanged 1
		SP:Iteration 16Q (216749.870000 sec): 3 clusters
  Score: Raw -168533.135341 + Penalty 2370.672622 = -166162.462719
  nChanged 4
		SP:Iteration 17Q (216749.900000 sec): 3 clusters
  Score: Raw -168539.333763 + Penalty 2370.672622 = -166168.661141
  nChanged 5
		SP:Iteration 18Q (216749.920000 sec): 3 clusters
  Score: Raw -168542.961323 + Penalty 2370.672622 = -166172.288701
  nChanged 4
		SP:Iteration 19Q (216749.950000 sec): 3 clusters
  Score: Raw -168548.465655 + Penalty 2370.672622 = -166177.793033
  nChanged 9
		SP:Iteration 20F (216749.980000 sec): 3 clusters
  Score: Raw -168557.554919 + Penalty 2370.672622 = -166186.882296
  nChanged 13
		SP:Iteration 21Q (216750.000000 sec): 3 clusters
  Score: Raw -168564.559476 + Penalty 2370.672622 = -166193.886854
  nChanged 6
		SP:Iteration 22Q (216750.030000 sec): 3 clusters
  Score: Raw -168576.326843 + Penalty 2370.672622 = -166205.654221
  nChanged 16
		SP:Iteration 23Q (216750.060000 sec): 3 clusters
  Score: Raw -168591.326916 + Penalty 2370.672622 = -166220.654293
  nChanged 10
		SP:Iteration 24Q (216750.090000 sec): 3 clusters
  Score: Raw -168597.187395 + Penalty 2370.672622 = -166226.514773
  nChanged 9
		SP:Iteration 25Q (216750.110000 sec): 3 clusters
  Score: Raw -168601.360428 + Penalty 2370.672622 = -166230.687806
  nChanged 2
		SP:Iteration 26Q (216750.140000 sec): 3 clusters
  Score: Raw -168603.594617 + Penalty 2370.672622 = -166232.921995
  nChanged 5
		SP:Iteration 27Q (216750.170000 sec): 3 clusters
  Score: Raw -168605.910546 + Penalty 2370.672622 = -166235.237924
  nChanged 4
		SP:Iteration 28Q (216750.200000 sec): 3 clusters
  Score: Raw -168608.621216 + Penalty 2370.672622 = -166237.948594
  nChanged 6
		SP:Iteration 29Q (216750.220000 sec): 3 clusters
  Score: Raw -168612.090340 + Penalty 2370.672622 = -166241.417718
  nChanged 7
		SP:Iteration 30Q (216750.250000 sec): 3 clusters
  Score: Raw -168615.380665 + Penalty 2370.672622 = -166244.708043
  nChanged 5
		SP:Iteration 31Q (216750.280000 sec): 3 clusters
  Score: Raw -168617.500359 + Penalty 2370.672622 = -166246.827737
  nChanged 5
		SP:Iteration 32Q (216750.300000 sec): 3 clusters
  Score: Raw -168619.096531 + Penalty 2370.672622 = -166248.423909
  nChanged 3
		SP:Iteration 33Q (216750.330000 sec): 3 clusters
  Score: Raw -168622.013599 + Penalty 2370.672622 = -166251.340977
  nChanged 3
		SP:Iteration 34Q (216750.360000 sec): 3 clusters
  Score: Raw -168623.677150 + Penalty 2370.672622 = -166253.004528
  nChanged 3
		SP:Iteration 35Q (216750.380000 sec): 3 clusters
  Score: Raw -168625.626844 + Penalty 2370.672622 = -166254.954222
  nChanged 3
		SP:Iteration 36Q (216750.410000 sec): 3 clusters
  Score: Raw -168627.259112 + Penalty 2370.672622 = -166256.586490
  nChanged 3
		SP:Iteration 37Q (216750.440000 sec): 3 clusters
  Score: Raw -168627.962203 + Penalty 2370.672622 = -166257.289581
  nChanged 1
		SP:Iteration 38Q (216750.460000 sec): 3 clusters
  Score: Raw -168628.200994 + Penalty 2370.672622 = -166257.528372
  nChanged 0
		SP:Iteration 39F (216750.490000 sec): 3 clusters
  Score: Raw -168628.200994 + Penalty 2370.672622 = -166257.528372
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 38 (2406 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (216750.560000 sec): 2 clusters
  Score: Raw -270916.993963 + Penalty 1265.179646 = -269651.814317
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (216750.600000 sec): 3 clusters
  Score: Raw -269889.040665 + Penalty 2530.359291 = -267358.681374
  nChanged 882
		SP:Iteration 1F (216750.650000 sec): 3 clusters
  Score: Raw -270546.360773 + Penalty 2530.359291 = -268016.001481
  nChanged 211
		SP:Iteration 2F (216750.690000 sec): 3 clusters
  Score: Raw -270746.390266 + Penalty 2530.359291 = -268216.030975
  nChanged 157
		SP:Iteration 3F (216750.740000 sec): 3 clusters
  Score: Raw -270901.348328 + Penalty 2530.359291 = -268370.989037
  nChanged 139
		SP:Iteration 4F (216750.780000 sec): 3 clusters
  Score: Raw -271006.991348 + Penalty 2530.359291 = -268476.632057
  nChanged 89
		SP:Iteration 5Q (216750.820000 sec): 3 clusters
  Score: Raw -271087.732503 + Penalty 2530.359291 = -268557.373211
  nChanged 92
		SP:Iteration 6Q (216750.870000 sec): 3 clusters
  Score: Raw -271171.838382 + Penalty 2530.359291 = -268641.479091
  nChanged 83
		SP:Iteration 7Q (216750.910000 sec): 3 clusters
  Score: Raw -271252.295711 + Penalty 2530.359291 = -268721.936420
  nChanged 75
		SP:Iteration 8Q (216750.960000 sec): 3 clusters
  Score: Raw -271314.133438 + Penalty 2530.359291 = -268783.774146
  nChanged 59
		SP:Iteration 9Q (216751.000000 sec): 3 clusters
  Score: Raw -271363.898124 + Penalty 2530.359291 = -268833.538833
  nChanged 55
		SP:Iteration 10Q (216751.040000 sec): 3 clusters
  Score: Raw -271400.394539 + Penalty 2530.359291 = -268870.035248
  nChanged 42
		SP:Iteration 11Q (216751.080000 sec): 3 clusters
  Score: Raw -271434.892363 + Penalty 2530.359291 = -268904.533072
  nChanged 45
		SP:Iteration 12Q (216751.130000 sec): 3 clusters
  Score: Raw -271481.254556 + Penalty 2530.359291 = -268950.895264
  nChanged 43
		SP:Iteration 13Q (216751.170000 sec): 3 clusters
  Score: Raw -271524.107081 + Penalty 2530.359291 = -268993.747790
  nChanged 40
		SP:Iteration 14Q (216751.210000 sec): 3 clusters
  Score: Raw -271560.096816 + Penalty 2530.359291 = -269029.737525
  nChanged 34
		SP:Iteration 15Q (216751.260000 sec): 3 clusters
  Score: Raw -271586.422833 + Penalty 2530.359291 = -269056.063542
  nChanged 32
		SP:Iteration 16Q (216751.300000 sec): 3 clusters
  Score: Raw -271607.202261 + Penalty 2530.359291 = -269076.842969
  nChanged 21
		SP:Iteration 17Q (216751.340000 sec): 3 clusters
  Score: Raw -271618.406507 + Penalty 2530.359291 = -269088.047216
  nChanged 18
		SP:Iteration 18Q (216751.380000 sec): 3 clusters
  Score: Raw -271628.796724 + Penalty 2530.359291 = -269098.437432
  nChanged 14
		SP:Iteration 19Q (216751.430000 sec): 3 clusters
  Score: Raw -271636.283886 + Penalty 2530.359291 = -269105.924595
  nChanged 8
		SP:Iteration 20F (216751.470000 sec): 3 clusters
  Score: Raw -271638.998556 + Penalty 2530.359291 = -269108.639265
  nChanged 8
		SP:Iteration 21Q (216751.510000 sec): 3 clusters
  Score: Raw -271641.715986 + Penalty 2530.359291 = -269111.356694
  nChanged 6
		SP:Iteration 22Q (216751.560000 sec): 3 clusters
  Score: Raw -271643.831584 + Penalty 2530.359291 = -269113.472292
  nChanged 5
		SP:Iteration 23Q (216751.600000 sec): 3 clusters
  Score: Raw -271645.191304 + Penalty 2530.359291 = -269114.832013
  nChanged 1
		SP:Iteration 24Q (216751.640000 sec): 3 clusters
  Score: Raw -271645.424773 + Penalty 2530.359291 = -269115.065481
  nChanged 1
		SP:Iteration 25Q (216751.690000 sec): 3 clusters
  Score: Raw -271645.776119 + Penalty 2530.359291 = -269115.416827
  nChanged 4
		SP:Iteration 26Q (216751.730000 sec): 3 clusters
  Score: Raw -271647.089024 + Penalty 2530.359291 = -269116.729733
  nChanged 3
		SP:Iteration 27Q (216751.770000 sec): 3 clusters
  Score: Raw -271648.822101 + Penalty 2530.359291 = -269118.462809
  nChanged 2
		SP:Iteration 28Q (216751.820000 sec): 3 clusters
  Score: Raw -271649.573175 + Penalty 2530.359291 = -269119.213884
  nChanged 0
		SP:Iteration 29F (216751.860000 sec): 3 clusters
  Score: Raw -271649.573175 + Penalty 2530.359291 = -269119.213884
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 39 (17491 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (216752.060000 sec): 2 clusters
  Score: Raw -2040148.338817 + Penalty 1587.534283 = -2038560.804534
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (216752.280000 sec): 3 clusters
  Score: Raw -2029757.998581 + Penalty 3175.068566 = -2026582.930015
  nChanged 7763
		SP:Iteration 1F (216752.510000 sec): 3 clusters
  Score: Raw -2033938.691710 + Penalty 3175.068566 = -2030763.623143
  nChanged 880
		SP:Iteration 2F (216752.770000 sec): 3 clusters
  Score: Raw -2034262.872356 + Penalty 3175.068566 = -2031087.803790
  nChanged 768
		SP:Iteration 3Q (216752.980000 sec): 3 clusters
  Score: Raw -2034496.942264 + Penalty 3175.068566 = -2031321.873697
  nChanged 674
		SP:Iteration 4Q (216753.260000 sec): 3 clusters
  Score: Raw -2034721.400678 + Penalty 3175.068566 = -2031546.332112
  nChanged 694
		SP:Iteration 5Q (216753.470000 sec): 3 clusters
  Score: Raw -2034976.464980 + Penalty 3175.068566 = -2031801.396414
  nChanged 691
		SP:Iteration 6Q (216753.750000 sec): 3 clusters
  Score: Raw -2035243.301091 + Penalty 3175.068566 = -2032068.232525
  nChanged 668
		SP:Iteration 7Q (216753.960000 sec): 3 clusters
  Score: Raw -2035509.507442 + Penalty 3175.068566 = -2032334.438876
  nChanged 676
		SP:Iteration 8Q (216754.240000 sec): 3 clusters
  Score: Raw -2035813.295792 + Penalty 3175.068566 = -2032638.227226
  nChanged 722
		SP:Iteration 9Q (216754.450000 sec): 3 clusters
  Score: Raw -2036171.341352 + Penalty 3175.068566 = -2032996.272786
  nChanged 700
		SP:Iteration 10Q (216754.680000 sec): 3 clusters
  Score: Raw -2036527.613889 + Penalty 3175.068566 = -2033352.545323
  nChanged 703
		SP:Iteration 11Q (216754.920000 sec): 3 clusters
  Score: Raw -2036890.076964 + Penalty 3175.068566 = -2033715.008398
  nChanged 686
		SP:Iteration 12Q (216755.160000 sec): 3 clusters
  Score: Raw -2037249.848414 + Penalty 3175.068566 = -2034074.779848
  nChanged 651
		SP:Iteration 13Q (216755.410000 sec): 3 clusters
  Score: Raw -2037550.716992 + Penalty 3175.068566 = -2034375.648426
  nChanged 556
		SP:Iteration 14Q (216755.620000 sec): 3 clusters
  Score: Raw -2037778.357733 + Penalty 3175.068566 = -2034603.289167
  nChanged 447
		SP:Iteration 15Q (216755.890000 sec): 3 clusters
  Score: Raw -2037945.684082 + Penalty 3175.068566 = -2034770.615516
  nChanged 395
		SP:Iteration 16Q (216756.100000 sec): 3 clusters
  Score: Raw -2038071.492710 + Penalty 3175.068566 = -2034896.424144
  nChanged 304
		SP:Iteration 17Q (216756.330000 sec): 3 clusters
  Score: Raw -2038159.416921 + Penalty 3175.068566 = -2034984.348355
  nChanged 270
		SP:Iteration 18Q (216756.580000 sec): 3 clusters
  Score: Raw -2038223.304456 + Penalty 3175.068566 = -2035048.235890
  nChanged 213
		SP:Iteration 19Q (216756.800000 sec): 3 clusters
  Score: Raw -2038272.190719 + Penalty 3175.068566 = -2035097.122152
  nChanged 183
		SP:Iteration 20F (216757.060000 sec): 3 clusters
  Score: Raw -2038315.732182 + Penalty 3175.068566 = -2035140.663615
  nChanged 181
		SP:Iteration 21Q (216757.260000 sec): 3 clusters
  Score: Raw -2038354.711086 + Penalty 3175.068566 = -2035179.642519
  nChanged 152
		SP:Iteration 22Q (216757.470000 sec): 3 clusters
  Score: Raw -2038386.665315 + Penalty 3175.068566 = -2035211.596749
  nChanged 134
		SP:Iteration 23Q (216757.740000 sec): 3 clusters
  Score: Raw -2038412.871518 + Penalty 3175.068566 = -2035237.802952
  nChanged 132
		SP:Iteration 24Q (216757.950000 sec): 3 clusters
  Score: Raw -2038440.117939 + Penalty 3175.068566 = -2035265.049373
  nChanged 127
		SP:Iteration 25Q (216758.180000 sec): 3 clusters
  Score: Raw -2038464.877735 + Penalty 3175.068566 = -2035289.809169
  nChanged 138
		SP:Iteration 26Q (216758.420000 sec): 3 clusters
  Score: Raw -2038493.495239 + Penalty 3175.068566 = -2035318.426673
  nChanged 140
		SP:Iteration 27Q (216758.630000 sec): 3 clusters
  Score: Raw -2038520.895580 + Penalty 3175.068566 = -2035345.827014
  nChanged 119
		SP:Iteration 28Q (216758.890000 sec): 3 clusters
  Score: Raw -2038544.820393 + Penalty 3175.068566 = -2035369.751827
  nChanged 129
		SP:Iteration 29Q (216759.100000 sec): 3 clusters
  Score: Raw -2038569.753156 + Penalty 3175.068566 = -2035394.684590
  nChanged 129
		SP:Iteration 30Q (216759.320000 sec): 3 clusters
  Score: Raw -2038591.033940 + Penalty 3175.068566 = -2035415.965373
  nChanged 110
		SP:Iteration 31Q (216759.590000 sec): 3 clusters
  Score: Raw -2038614.794890 + Penalty 3175.068566 = -2035439.726324
  nChanged 135
		SP:Iteration 32Q (216759.790000 sec): 3 clusters
  Score: Raw -2038646.610038 + Penalty 3175.068566 = -2035471.541472
  nChanged 140
		SP:Iteration 33Q (216760.020000 sec): 3 clusters
  Score: Raw -2038680.962603 + Penalty 3175.068566 = -2035505.894037
  nChanged 145
		SP:Iteration 34Q (216760.260000 sec): 3 clusters
  Score: Raw -2038716.836544 + Penalty 3175.068566 = -2035541.767978
  nChanged 148
		SP:Iteration 35Q (216760.460000 sec): 3 clusters
  Score: Raw -2038751.949030 + Penalty 3175.068566 = -2035576.880464
  nChanged 156
		SP:Iteration 36Q (216760.680000 sec): 3 clusters
  Score: Raw -2038790.482020 + Penalty 3175.068566 = -2035615.413454
  nChanged 162
		SP:Iteration 37Q (216760.920000 sec): 3 clusters
  Score: Raw -2038838.137474 + Penalty 3175.068566 = -2035663.068907
  nChanged 190
		SP:Iteration 38Q (216761.120000 sec): 3 clusters
  Score: Raw -2038895.839557 + Penalty 3175.068566 = -2035720.770991
  nChanged 179
		SP:Iteration 39Q (216761.320000 sec): 3 clusters
  Score: Raw -2038953.445425 + Penalty 3175.068566 = -2035778.376859
  nChanged 183
		SP:Iteration 40F (216761.550000 sec): 3 clusters
  Score: Raw -2039016.752338 + Penalty 3175.068566 = -2035841.683772
  nChanged 194
		SP:Iteration 41Q (216761.790000 sec): 3 clusters
  Score: Raw -2039092.742575 + Penalty 3175.068566 = -2035917.674009
  nChanged 232
		SP:Iteration 42Q (216761.990000 sec): 3 clusters
  Score: Raw -2039192.036417 + Penalty 3175.068566 = -2036016.967851
  nChanged 206
		SP:Iteration 43Q (216762.210000 sec): 3 clusters
  Score: Raw -2039285.942641 + Penalty 3175.068566 = -2036110.874075
  nChanged 223
		SP:Iteration 44Q (216762.440000 sec): 3 clusters
  Score: Raw -2039396.336790 + Penalty 3175.068566 = -2036221.268224
  nChanged 216
		SP:Iteration 45Q (216762.640000 sec): 3 clusters
  Score: Raw -2039501.907510 + Penalty 3175.068566 = -2036326.838944
  nChanged 201
		SP:Iteration 46Q (216762.830000 sec): 3 clusters
  Score: Raw -2039592.148340 + Penalty 3175.068566 = -2036417.079773
  nChanged 175
		SP:Iteration 47Q (216763.040000 sec): 3 clusters
  Score: Raw -2039672.263975 + Penalty 3175.068566 = -2036497.195409
  nChanged 153
		SP:Iteration 48Q (216763.310000 sec): 3 clusters
  Score: Raw -2039743.115327 + Penalty 3175.068566 = -2036568.046761
  nChanged 144
		SP:Iteration 49Q (216763.500000 sec): 3 clusters
  Score: Raw -2039813.815502 + Penalty 3175.068566 = -2036638.746936
  nChanged 132
		SP:Iteration 50Q (216763.700000 sec): 3 clusters
  Score: Raw -2039887.466355 + Penalty 3175.068566 = -2036712.397789
  nChanged 136
		SP:Iteration 51Q (216763.900000 sec): 3 clusters
  Score: Raw -2039970.109067 + Penalty 3175.068566 = -2036795.040501
  nChanged 127
		SP:Iteration 52Q (216764.170000 sec): 3 clusters
  Score: Raw -2040037.095552 + Penalty 3175.068566 = -2036862.026986
  nChanged 95
		SP:Iteration 53Q (216764.360000 sec): 3 clusters
  Score: Raw -2040093.862928 + Penalty 3175.068566 = -2036918.794362
  nChanged 82
		SP:Iteration 54Q (216764.550000 sec): 3 clusters
  Score: Raw -2040142.008052 + Penalty 3175.068566 = -2036966.939485
  nChanged 64
		SP:Iteration 55Q (216764.740000 sec): 3 clusters
  Score: Raw -2040183.278593 + Penalty 3175.068566 = -2037008.210027
  nChanged 63
		SP:Iteration 56Q (216764.940000 sec): 3 clusters
  Score: Raw -2040218.676414 + Penalty 3175.068566 = -2037043.607848
  nChanged 50
		SP:Iteration 57Q (216765.200000 sec): 3 clusters
  Score: Raw -2040250.088508 + Penalty 3175.068566 = -2037075.019942
  nChanged 37
		SP:Iteration 58Q (216765.390000 sec): 3 clusters
  Score: Raw -2040273.106018 + Penalty 3175.068566 = -2037098.037452
  nChanged 28
		SP:Iteration 59Q (216765.580000 sec): 3 clusters
  Score: Raw -2040289.294972 + Penalty 3175.068566 = -2037114.226406
  nChanged 32
		SP:Iteration 60F (216765.800000 sec): 3 clusters
  Score: Raw -2040310.443097 + Penalty 3175.068566 = -2037135.374530
  nChanged 29
		SP:Iteration 61Q (216766.050000 sec): 3 clusters
  Score: Raw -2040324.847710 + Penalty 3175.068566 = -2037149.779143
  nChanged 16
		SP:Iteration 62Q (216766.240000 sec): 3 clusters
  Score: Raw -2040332.901784 + Penalty 3175.068566 = -2037157.833218
  nChanged 15
		SP:Iteration 63Q (216766.430000 sec): 3 clusters
  Score: Raw -2040340.683628 + Penalty 3175.068566 = -2037165.615062
  nChanged 9
		SP:Iteration 64Q (216766.610000 sec): 3 clusters
  Score: Raw -2040344.589337 + Penalty 3175.068566 = -2037169.520771
  nChanged 9
		SP:Iteration 65Q (216766.800000 sec): 3 clusters
  Score: Raw -2040347.296680 + Penalty 3175.068566 = -2037172.228114
  nChanged 3
		SP:Iteration 66Q (216766.990000 sec): 3 clusters
  Score: Raw -2040348.762818 + Penalty 3175.068566 = -2037173.694252
  nChanged 3
		SP:Iteration 67Q (216767.210000 sec): 3 clusters
  Score: Raw -2040350.170869 + Penalty 3175.068566 = -2037175.102303
  nChanged 2
		SP:Iteration 68Q (216767.440000 sec): 3 clusters
  Score: Raw -2040350.850903 + Penalty 3175.068566 = -2037175.782337
  nChanged 3
		SP:Iteration 69Q (216767.660000 sec): 3 clusters
  Score: Raw -2040351.873976 + Penalty 3175.068566 = -2037176.805410
  nChanged 4
		SP:Iteration 70Q (216767.850000 sec): 3 clusters
  Score: Raw -2040354.236891 + Penalty 3175.068566 = -2037179.168325
  nChanged 6
		SP:Iteration 71Q (216768.050000 sec): 3 clusters
  Score: Raw -2040358.086712 + Penalty 3175.068566 = -2037183.018146
  nChanged 6
		SP:Iteration 72Q (216768.310000 sec): 3 clusters
  Score: Raw -2040361.523615 + Penalty 3175.068566 = -2037186.455049
  nChanged 8
		SP:Iteration 73Q (216768.500000 sec): 3 clusters
  Score: Raw -2040367.367270 + Penalty 3175.068566 = -2037192.298704
  nChanged 8
		SP:Iteration 74Q (216768.690000 sec): 3 clusters
  Score: Raw -2040371.703547 + Penalty 3175.068566 = -2037196.634981
  nChanged 6
		SP:Iteration 75Q (216768.880000 sec): 3 clusters
  Score: Raw -2040373.684160 + Penalty 3175.068566 = -2037198.615594
  nChanged 6
		SP:Iteration 76Q (216769.080000 sec): 3 clusters
  Score: Raw -2040377.098973 + Penalty 3175.068566 = -2037202.030406
  nChanged 8
		SP:Iteration 77Q (216769.340000 sec): 3 clusters
  Score: Raw -2040382.557290 + Penalty 3175.068566 = -2037207.488724
  nChanged 9
		SP:Iteration 78Q (216769.530000 sec): 3 clusters
  Score: Raw -2040388.297535 + Penalty 3175.068566 = -2037213.228969
  nChanged 7
		SP:Iteration 79Q (216769.720000 sec): 3 clusters
  Score: Raw -2040392.386057 + Penalty 3175.068566 = -2037217.317491
  nChanged 5
		SP:Iteration 80F (216769.930000 sec): 3 clusters
  Score: Raw -2040395.138229 + Penalty 3175.068566 = -2037220.069663
  nChanged 3
		SP:Iteration 81Q (216770.140000 sec): 3 clusters
  Score: Raw -2040396.354529 + Penalty 3175.068566 = -2037221.285963
  nChanged 2
		SP:Iteration 82Q (216770.400000 sec): 3 clusters
  Score: Raw -2040397.551701 + Penalty 3175.068566 = -2037222.483135
  nChanged 2
		SP:Iteration 83Q (216770.580000 sec): 3 clusters
  Score: Raw -2040399.833769 + Penalty 3175.068566 = -2037224.765203
  nChanged 3
		SP:Iteration 84Q (216770.780000 sec): 3 clusters
  Score: Raw -2040401.400414 + Penalty 3175.068566 = -2037226.331848
  nChanged 2
		SP:Iteration 85Q (216770.960000 sec): 3 clusters
  Score: Raw -2040402.882975 + Penalty 3175.068566 = -2037227.814409
  nChanged 1
		SP:Iteration 86Q (216771.170000 sec): 3 clusters
  Score: Raw -2040403.125757 + Penalty 3175.068566 = -2037228.057191
  nChanged 1
		SP:Iteration 87Q (216771.430000 sec): 3 clusters
  Score: Raw -2040403.849507 + Penalty 3175.068566 = -2037228.780941
  nChanged 1
		SP:Iteration 88Q (216771.620000 sec): 3 clusters
  Score: Raw -2040404.643852 + Penalty 3175.068566 = -2037229.575286
  nChanged 2
		SP:Iteration 89Q (216771.810000 sec): 3 clusters
  Score: Raw -2040406.468446 + Penalty 3175.068566 = -2037231.399880
  nChanged 0
		SP:Iteration 90F (216772.020000 sec): 3 clusters
  Score: Raw -2040406.468446 + Penalty 3175.068566 = -2037231.399880
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 40 (12777 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (216772.140000 sec): 2 clusters
  Score: Raw -1504486.658845 + Penalty 1536.502818 = -1502950.156026
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (216772.320000 sec): 3 clusters
  Score: Raw -1497190.527401 + Penalty 3073.005637 = -1494117.521764
  nChanged 5589
		SP:Iteration 1F (216772.490000 sec): 3 clusters
  Score: Raw -1500219.470398 + Penalty 3073.005637 = -1497146.464761
  nChanged 745
		SP:Iteration 2F (216772.690000 sec): 3 clusters
  Score: Raw -1500572.682835 + Penalty 3073.005637 = -1497499.677198
  nChanged 709
		SP:Iteration 3F (216772.860000 sec): 3 clusters
  Score: Raw -1500960.751283 + Penalty 3073.005637 = -1497887.745646
  nChanged 725
		SP:Iteration 4F (216773.040000 sec): 3 clusters
  Score: Raw -1501466.469071 + Penalty 3073.005637 = -1498393.463434
  nChanged 795
		SP:Iteration 5F (216773.230000 sec): 3 clusters
  Score: Raw -1502162.782108 + Penalty 3073.005637 = -1499089.776471
  nChanged 843
		SP:Iteration 6F (216773.410000 sec): 3 clusters
  Score: Raw -1502940.874951 + Penalty 3073.005637 = -1499867.869314
  nChanged 829
		SP:Iteration 7F (216773.600000 sec): 3 clusters
  Score: Raw -1503669.894879 + Penalty 3073.005637 = -1500596.889242
  nChanged 713
		SP:Iteration 8F (216773.780000 sec): 3 clusters
  Score: Raw -1504184.671282 + Penalty 3073.005637 = -1501111.665645
  nChanged 552
		SP:Iteration 9Q (216773.950000 sec): 3 clusters
  Score: Raw -1504513.209648 + Penalty 3073.005637 = -1501440.204011
  nChanged 382
		SP:Iteration 10Q (216774.130000 sec): 3 clusters
  Score: Raw -1504665.755105 + Penalty 3073.005637 = -1501592.749469
  nChanged 248
		SP:Iteration 11Q (216774.310000 sec): 3 clusters
  Score: Raw -1504750.921320 + Penalty 3073.005637 = -1501677.915683
  nChanged 181
		SP:Iteration 12Q (216774.480000 sec): 3 clusters
  Score: Raw -1504801.982164 + Penalty 3073.005637 = -1501728.976527
  nChanged 108
		SP:Iteration 13Q (216774.670000 sec): 3 clusters
  Score: Raw -1504826.010734 + Penalty 3073.005637 = -1501753.005098
  nChanged 85
		SP:Iteration 14Q (216774.850000 sec): 3 clusters
  Score: Raw -1504842.332618 + Penalty 3073.005637 = -1501769.326981
  nChanged 59
		SP:Iteration 15Q (216775.020000 sec): 3 clusters
  Score: Raw -1504854.565364 + Penalty 3073.005637 = -1501781.559727
  nChanged 65
		SP:Iteration 16Q (216775.210000 sec): 3 clusters
  Score: Raw -1504869.135101 + Penalty 3073.005637 = -1501796.129465
  nChanged 60
		SP:Iteration 17Q (216775.390000 sec): 3 clusters
  Score: Raw -1504881.396316 + Penalty 3073.005637 = -1501808.390680
  nChanged 55
		SP:Iteration 18Q (216775.560000 sec): 3 clusters
  Score: Raw -1504889.242847 + Penalty 3073.005637 = -1501816.237211
  nChanged 41
		SP:Iteration 19Q (216775.750000 sec): 3 clusters
  Score: Raw -1504894.750306 + Penalty 3073.005637 = -1501821.744669
  nChanged 38
		SP:Iteration 20F (216775.940000 sec): 3 clusters
  Score: Raw -1504900.166254 + Penalty 3073.005637 = -1501827.160618
  nChanged 34
		SP:Iteration 21Q (216776.110000 sec): 3 clusters
  Score: Raw -1504904.905698 + Penalty 3073.005637 = -1501831.900062
  nChanged 31
		SP:Iteration 22Q (216776.280000 sec): 3 clusters
  Score: Raw -1504910.107695 + Penalty 3073.005637 = -1501837.102058
  nChanged 31
		SP:Iteration 23Q (216776.470000 sec): 3 clusters
  Score: Raw -1504914.409275 + Penalty 3073.005637 = -1501841.403638
  nChanged 33
		SP:Iteration 24Q (216776.630000 sec): 3 clusters
  Score: Raw -1504918.290929 + Penalty 3073.005637 = -1501845.285292
  nChanged 28
		SP:Iteration 25Q (216776.830000 sec): 3 clusters
  Score: Raw -1504921.962097 + Penalty 3073.005637 = -1501848.956460
  nChanged 30
		SP:Iteration 26Q (216777.000000 sec): 3 clusters
  Score: Raw -1504925.387726 + Penalty 3073.005637 = -1501852.382089
  nChanged 28
		SP:Iteration 27Q (216777.160000 sec): 3 clusters
  Score: Raw -1504930.755876 + Penalty 3073.005637 = -1501857.750239
  nChanged 41
		SP:Iteration 28Q (216777.360000 sec): 3 clusters
  Score: Raw -1504936.479455 + Penalty 3073.005637 = -1501863.473819
  nChanged 38
		SP:Iteration 29Q (216777.530000 sec): 3 clusters
  Score: Raw -1504942.239948 + Penalty 3073.005637 = -1501869.234311
  nChanged 42
		SP:Iteration 30Q (216777.690000 sec): 3 clusters
  Score: Raw -1504948.379401 + Penalty 3073.005637 = -1501875.373764
  nChanged 44
		SP:Iteration 31Q (216777.890000 sec): 3 clusters
  Score: Raw -1504955.611392 + Penalty 3073.005637 = -1501882.605756
  nChanged 41
		SP:Iteration 32Q (216778.060000 sec): 3 clusters
  Score: Raw -1504960.661516 + Penalty 3073.005637 = -1501887.655880
  nChanged 26
		SP:Iteration 33Q (216778.220000 sec): 3 clusters
  Score: Raw -1504964.995429 + Penalty 3073.005637 = -1501891.989792
  nChanged 34
		SP:Iteration 34Q (216778.420000 sec): 3 clusters
  Score: Raw -1504969.108940 + Penalty 3073.005637 = -1501896.103304
  nChanged 26
		SP:Iteration 35Q (216778.600000 sec): 3 clusters
  Score: Raw -1504972.361208 + Penalty 3073.005637 = -1501899.355572
  nChanged 17
		SP:Iteration 36Q (216778.790000 sec): 3 clusters
  Score: Raw -1504974.151166 + Penalty 3073.005637 = -1501901.145529
  nChanged 15
		SP:Iteration 37Q (216778.970000 sec): 3 clusters
  Score: Raw -1504975.662639 + Penalty 3073.005637 = -1501902.657002
  nChanged 12
		SP:Iteration 38Q (216779.140000 sec): 3 clusters
  Score: Raw -1504977.014721 + Penalty 3073.005637 = -1501904.009084
  nChanged 10
		SP:Iteration 39Q (216779.330000 sec): 3 clusters
  Score: Raw -1504977.703324 + Penalty 3073.005637 = -1501904.697687
  nChanged 6
		SP:Iteration 40F (216779.510000 sec): 3 clusters
  Score: Raw -1504978.268760 + Penalty 3073.005637 = -1501905.263123
  nChanged 3
		SP:Iteration 41Q (216779.680000 sec): 3 clusters
  Score: Raw -1504978.438219 + Penalty 3073.005637 = -1501905.432583
  nChanged 3
		SP:Iteration 42Q (216779.840000 sec): 3 clusters
  Score: Raw -1504979.087159 + Penalty 3073.005637 = -1501906.081522
  nChanged 11
		SP:Iteration 43Q (216780.030000 sec): 3 clusters
  Score: Raw -1504979.884290 + Penalty 3073.005637 = -1501906.878654
  nChanged 5
		SP:Iteration 44Q (216780.210000 sec): 3 clusters
  Score: Raw -1504980.423919 + Penalty 3073.005637 = -1501907.418283
  nChanged 10
		SP:Iteration 45Q (216780.400000 sec): 3 clusters
  Score: Raw -1504981.143461 + Penalty 3073.005637 = -1501908.137825
  nChanged 7
		SP:Iteration 46Q (216780.570000 sec): 3 clusters
  Score: Raw -1504981.664078 + Penalty 3073.005637 = -1501908.658441
  nChanged 3
		SP:Iteration 47Q (216780.730000 sec): 3 clusters
  Score: Raw -1504981.896673 + Penalty 3073.005637 = -1501908.891036
  nChanged 4
		SP:Iteration 48Q (216780.930000 sec): 3 clusters
  Score: Raw -1504982.072391 + Penalty 3073.005637 = -1501909.066754
  nChanged 3
		SP:Iteration 49Q (216781.230000 sec): 3 clusters
  Score: Raw -1504982.224848 + Penalty 3073.005637 = -1501909.219212
  nChanged 2
		SP:Iteration 50Q (216781.380000 sec): 3 clusters
  Score: Raw -1504982.470280 + Penalty 3073.005637 = -1501909.464644
  nChanged 2
		SP:Iteration 51Q (216781.530000 sec): 3 clusters
  Score: Raw -1504982.667877 + Penalty 3073.005637 = -1501909.662240
  nChanged 2
		SP:Iteration 52Q (216781.700000 sec): 3 clusters
  Score: Raw -1504982.875434 + Penalty 3073.005637 = -1501909.869797
  nChanged 4
		SP:Iteration 53Q (216781.890000 sec): 3 clusters
  Score: Raw -1504983.179325 + Penalty 3073.005637 = -1501910.173689
  nChanged 4
		SP:Iteration 54Q (216782.070000 sec): 3 clusters
  Score: Raw -1504983.601357 + Penalty 3073.005637 = -1501910.595720
  nChanged 6
		SP:Iteration 55Q (216782.230000 sec): 3 clusters
  Score: Raw -1504983.947671 + Penalty 3073.005637 = -1501910.942035
  nChanged 4
		SP:Iteration 56Q (216782.430000 sec): 3 clusters
  Score: Raw -1504984.335881 + Penalty 3073.005637 = -1501911.330244
  nChanged 7
		SP:Iteration 57Q (216782.590000 sec): 3 clusters
  Score: Raw -1504985.146962 + Penalty 3073.005637 = -1501912.141325
  nChanged 6
		SP:Iteration 58Q (216782.760000 sec): 3 clusters
  Score: Raw -1504985.501770 + Penalty 3073.005637 = -1501912.496133
  nChanged 4
		SP:Iteration 59Q (216782.970000 sec): 3 clusters
  Score: Raw -1504985.851091 + Penalty 3073.005637 = -1501912.845455
  nChanged 4
		SP:Iteration 60F (216783.140000 sec): 3 clusters
  Score: Raw -1504986.146019 + Penalty 3073.005637 = -1501913.140382
  nChanged 4
		SP:Iteration 61Q (216783.310000 sec): 3 clusters
  Score: Raw -1504986.476680 + Penalty 3073.005637 = -1501913.471044
  nChanged 1
		SP:Iteration 62Q (216783.510000 sec): 3 clusters
  Score: Raw -1504986.491472 + Penalty 3073.005637 = -1501913.485835
  nChanged 0
		SP:Iteration 63F (216783.680000 sec): 3 clusters
  Score: Raw -1504986.491472 + Penalty 3073.005637 = -1501913.485835
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 41 (11305 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (216783.810000 sec): 2 clusters
  Score: Raw -1341042.854320 + Penalty 1516.612563 = -1339526.241757
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (216784.020000 sec): 3 clusters
  Score: Raw -1334598.168671 + Penalty 3033.225125 = -1331564.943546
  nChanged 4945
		SP:Iteration 1F (216784.180000 sec): 3 clusters
  Score: Raw -1337244.428188 + Penalty 3033.225125 = -1334211.203063
  nChanged 628
		SP:Iteration 2F (216784.370000 sec): 3 clusters
  Score: Raw -1337503.912817 + Penalty 3033.225125 = -1334470.687692
  nChanged 574
		SP:Iteration 3F (216784.530000 sec): 3 clusters
  Score: Raw -1337725.794217 + Penalty 3033.225125 = -1334692.569092
  nChanged 527
		SP:Iteration 4Q (216784.700000 sec): 3 clusters
  Score: Raw -1337967.048193 + Penalty 3033.225125 = -1334933.823068
  nChanged 595
		SP:Iteration 5F (216784.860000 sec): 3 clusters
  Score: Raw -1338270.926548 + Penalty 3033.225125 = -1335237.701422
  nChanged 608
		SP:Iteration 6F (216785.050000 sec): 3 clusters
  Score: Raw -1338593.458317 + Penalty 3033.225125 = -1335560.233192
  nChanged 587
		SP:Iteration 7F (216785.210000 sec): 3 clusters
  Score: Raw -1338914.074810 + Penalty 3033.225125 = -1335880.849685
  nChanged 555
		SP:Iteration 8Q (216785.380000 sec): 3 clusters
  Score: Raw -1339231.030547 + Penalty 3033.225125 = -1336197.805422
  nChanged 522
		SP:Iteration 9Q (216785.550000 sec): 3 clusters
  Score: Raw -1339551.189360 + Penalty 3033.225125 = -1336517.964235
  nChanged 504
		SP:Iteration 10Q (216785.710000 sec): 3 clusters
  Score: Raw -1339863.645951 + Penalty 3033.225125 = -1336830.420826
  nChanged 446
		SP:Iteration 11Q (216785.880000 sec): 3 clusters
  Score: Raw -1340121.387485 + Penalty 3033.225125 = -1337088.162360
  nChanged 366
		SP:Iteration 12Q (216786.070000 sec): 3 clusters
  Score: Raw -1340344.577364 + Penalty 3033.225125 = -1337311.352239
  nChanged 350
		SP:Iteration 13Q (216786.230000 sec): 3 clusters
  Score: Raw -1340575.489818 + Penalty 3033.225125 = -1337542.264693
  nChanged 275
		SP:Iteration 14Q (216786.400000 sec): 3 clusters
  Score: Raw -1340759.931754 + Penalty 3033.225125 = -1337726.706629
  nChanged 238
		SP:Iteration 15Q (216786.560000 sec): 3 clusters
  Score: Raw -1340919.447913 + Penalty 3033.225125 = -1337886.222788
  nChanged 191
		SP:Iteration 16Q (216786.750000 sec): 3 clusters
  Score: Raw -1341035.104989 + Penalty 3033.225125 = -1338001.879864
  nChanged 136
		SP:Iteration 17Q (216786.910000 sec): 3 clusters
  Score: Raw -1341120.363633 + Penalty 3033.225125 = -1338087.138508
  nChanged 105
		SP:Iteration 18Q (216787.080000 sec): 3 clusters
  Score: Raw -1341190.590428 + Penalty 3033.225125 = -1338157.365303
  nChanged 82
		SP:Iteration 19Q (216787.230000 sec): 3 clusters
  Score: Raw -1341242.229351 + Penalty 3033.225125 = -1338209.004226
  nChanged 63
		SP:Iteration 20F (216787.430000 sec): 3 clusters
  Score: Raw -1341279.581744 + Penalty 3033.225125 = -1338246.356619
  nChanged 46
		SP:Iteration 21Q (216787.570000 sec): 3 clusters
  Score: Raw -1341308.086963 + Penalty 3033.225125 = -1338274.861838
  nChanged 35
		SP:Iteration 22Q (216787.740000 sec): 3 clusters
  Score: Raw -1341328.025195 + Penalty 3033.225125 = -1338294.800070
  nChanged 31
		SP:Iteration 23Q (216787.890000 sec): 3 clusters
  Score: Raw -1341340.404816 + Penalty 3033.225125 = -1338307.179691
  nChanged 18
		SP:Iteration 24Q (216788.050000 sec): 3 clusters
  Score: Raw -1341348.789803 + Penalty 3033.225125 = -1338315.564678
  nChanged 14
		SP:Iteration 25Q (216788.200000 sec): 3 clusters
  Score: Raw -1341353.641205 + Penalty 3033.225125 = -1338320.416080
  nChanged 13
		SP:Iteration 26Q (216788.350000 sec): 3 clusters
  Score: Raw -1341360.333658 + Penalty 3033.225125 = -1338327.108533
  nChanged 9
		SP:Iteration 27Q (216788.530000 sec): 3 clusters
  Score: Raw -1341366.618858 + Penalty 3033.225125 = -1338333.393733
  nChanged 12
		SP:Iteration 28Q (216788.680000 sec): 3 clusters
  Score: Raw -1341376.571597 + Penalty 3033.225125 = -1338343.346472
  nChanged 24
		SP:Iteration 29Q (216788.840000 sec): 3 clusters
  Score: Raw -1341393.809679 + Penalty 3033.225125 = -1338360.584554
  nChanged 23
		SP:Iteration 30Q (216788.990000 sec): 3 clusters
  Score: Raw -1341404.676897 + Penalty 3033.225125 = -1338371.451772
  nChanged 16
		SP:Iteration 31Q (216789.140000 sec): 3 clusters
  Score: Raw -1341412.625506 + Penalty 3033.225125 = -1338379.400381
  nChanged 21
		SP:Iteration 32Q (216789.320000 sec): 3 clusters
  Score: Raw -1341423.365734 + Penalty 3033.225125 = -1338390.140609
  nChanged 13
		SP:Iteration 33Q (216789.460000 sec): 3 clusters
  Score: Raw -1341428.649464 + Penalty 3033.225125 = -1338395.424339
  nChanged 11
		SP:Iteration 34Q (216789.620000 sec): 3 clusters
  Score: Raw -1341432.308993 + Penalty 3033.225125 = -1338399.083868
  nChanged 6
		SP:Iteration 35Q (216789.770000 sec): 3 clusters
  Score: Raw -1341434.875394 + Penalty 3033.225125 = -1338401.650269
  nChanged 7
		SP:Iteration 36Q (216789.920000 sec): 3 clusters
  Score: Raw -1341437.516323 + Penalty 3033.225125 = -1338404.291198
  nChanged 7
		SP:Iteration 37Q (216790.090000 sec): 3 clusters
  Score: Raw -1341440.510123 + Penalty 3033.225125 = -1338407.284998
  nChanged 5
		SP:Iteration 38Q (216790.270000 sec): 3 clusters
  Score: Raw -1341442.847527 + Penalty 3033.225125 = -1338409.622402
  nChanged 6
		SP:Iteration 39Q (216790.420000 sec): 3 clusters
  Score: Raw -1341445.120629 + Penalty 3033.225125 = -1338411.895504
  nChanged 4
		SP:Iteration 40F (216790.580000 sec): 3 clusters
  Score: Raw -1341446.223599 + Penalty 3033.225125 = -1338412.998474
  nChanged 2
		SP:Iteration 41Q (216790.730000 sec): 3 clusters
  Score: Raw -1341447.061127 + Penalty 3033.225125 = -1338413.836002
  nChanged 0
		SP:Iteration 42F (216790.930000 sec): 3 clusters
  Score: Raw -1341447.061127 + Penalty 3033.225125 = -1338413.836002
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 42 (10487 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (216791.030000 sec): 2 clusters
  Score: Raw -1230083.809105 + Penalty 1504.407397 = -1228579.401708
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (216791.190000 sec): 3 clusters
  Score: Raw -1224122.733846 + Penalty 3008.814794 = -1221113.919052
  nChanged 4601
		SP:Iteration 1F (216791.340000 sec): 3 clusters
  Score: Raw -1226876.913402 + Penalty 3008.814794 = -1223868.098608
  nChanged 725
		SP:Iteration 2F (216791.520000 sec): 3 clusters
  Score: Raw -1227305.334878 + Penalty 3008.814794 = -1224296.520084
  nChanged 654
		SP:Iteration 3F (216791.670000 sec): 3 clusters
  Score: Raw -1227822.113833 + Penalty 3008.814794 = -1224813.299039
  nChanged 709
		SP:Iteration 4F (216791.820000 sec): 3 clusters
  Score: Raw -1228446.590309 + Penalty 3008.814794 = -1225437.775515
  nChanged 727
		SP:Iteration 5F (216791.980000 sec): 3 clusters
  Score: Raw -1229113.975433 + Penalty 3008.814794 = -1226105.160639
  nChanged 686
		SP:Iteration 6F (216792.120000 sec): 3 clusters
  Score: Raw -1229657.261551 + Penalty 3008.814794 = -1226648.446757
  nChanged 571
		SP:Iteration 7F (216792.290000 sec): 3 clusters
  Score: Raw -1230032.434504 + Penalty 3008.814794 = -1227023.619710
  nChanged 428
		SP:Iteration 8Q (216792.440000 sec): 3 clusters
  Score: Raw -1230309.836688 + Penalty 3008.814794 = -1227301.021894
  nChanged 364
		SP:Iteration 9Q (216792.580000 sec): 3 clusters
  Score: Raw -1230596.467216 + Penalty 3008.814794 = -1227587.652422
  nChanged 318
		SP:Iteration 10Q (216792.760000 sec): 3 clusters
  Score: Raw -1230891.213002 + Penalty 3008.814794 = -1227882.398208
  nChanged 269
		SP:Iteration 11Q (216792.910000 sec): 3 clusters
  Score: Raw -1231147.527726 + Penalty 3008.814794 = -1228138.712932
  nChanged 219
		SP:Iteration 12Q (216793.050000 sec): 3 clusters
  Score: Raw -1231284.000380 + Penalty 3008.814794 = -1228275.185586
  nChanged 138
		SP:Iteration 13Q (216793.230000 sec): 3 clusters
  Score: Raw -1231339.507586 + Penalty 3008.814794 = -1228330.692792
  nChanged 98
		SP:Iteration 14Q (216793.370000 sec): 3 clusters
  Score: Raw -1231371.066423 + Penalty 3008.814794 = -1228362.251629
  nChanged 62
		SP:Iteration 15Q (216793.510000 sec): 3 clusters
  Score: Raw -1231387.994402 + Penalty 3008.814794 = -1228379.179608
  nChanged 44
		SP:Iteration 16Q (216793.670000 sec): 3 clusters
  Score: Raw -1231398.752916 + Penalty 3008.814794 = -1228389.938122
  nChanged 47
		SP:Iteration 17Q (216793.850000 sec): 3 clusters
  Score: Raw -1231409.355445 + Penalty 3008.814794 = -1228400.540651
  nChanged 42
		SP:Iteration 18Q (216793.980000 sec): 3 clusters
  Score: Raw -1231418.200553 + Penalty 3008.814794 = -1228409.385759
  nChanged 43
		SP:Iteration 19Q (216794.130000 sec): 3 clusters
  Score: Raw -1231427.479957 + Penalty 3008.814794 = -1228418.665163
  nChanged 38
		SP:Iteration 20F (216794.310000 sec): 3 clusters
  Score: Raw -1231434.496704 + Penalty 3008.814794 = -1228425.681910
  nChanged 42
		SP:Iteration 21Q (216794.450000 sec): 3 clusters
  Score: Raw -1231440.998597 + Penalty 3008.814794 = -1228432.183803
  nChanged 35
		SP:Iteration 22Q (216794.600000 sec): 3 clusters
  Score: Raw -1231447.359010 + Penalty 3008.814794 = -1228438.544216
  nChanged 28
		SP:Iteration 23Q (216794.750000 sec): 3 clusters
  Score: Raw -1231452.595053 + Penalty 3008.814794 = -1228443.780259
  nChanged 25
		SP:Iteration 24Q (216794.880000 sec): 3 clusters
  Score: Raw -1231456.575647 + Penalty 3008.814794 = -1228447.760853
  nChanged 15
		SP:Iteration 25Q (216795.040000 sec): 3 clusters
  Score: Raw -1231459.205826 + Penalty 3008.814794 = -1228450.391032
  nChanged 15
		SP:Iteration 26Q (216795.210000 sec): 3 clusters
  Score: Raw -1231461.354768 + Penalty 3008.814794 = -1228452.539974
  nChanged 13
		SP:Iteration 27Q (216795.350000 sec): 3 clusters
  Score: Raw -1231463.143643 + Penalty 3008.814794 = -1228454.328849
  nChanged 10
		SP:Iteration 28Q (216795.490000 sec): 3 clusters
  Score: Raw -1231464.532646 + Penalty 3008.814794 = -1228455.717852
  nChanged 12
		SP:Iteration 29Q (216795.660000 sec): 3 clusters
  Score: Raw -1231466.593078 + Penalty 3008.814794 = -1228457.778284
  nChanged 3
		SP:Iteration 30Q (216795.800000 sec): 3 clusters
  Score: Raw -1231466.860954 + Penalty 3008.814794 = -1228458.046160
  nChanged 4
		SP:Iteration 31Q (216795.950000 sec): 3 clusters
  Score: Raw -1231467.336854 + Penalty 3008.814794 = -1228458.522060
  nChanged 4
		SP:Iteration 32Q (216796.120000 sec): 3 clusters
  Score: Raw -1231467.869624 + Penalty 3008.814794 = -1228459.054830
  nChanged 7
		SP:Iteration 33Q (216796.260000 sec): 3 clusters
  Score: Raw -1231469.057144 + Penalty 3008.814794 = -1228460.242350
  nChanged 7
		SP:Iteration 34Q (216796.400000 sec): 3 clusters
  Score: Raw -1231469.984869 + Penalty 3008.814794 = -1228461.170075
  nChanged 6
		SP:Iteration 35Q (216796.580000 sec): 3 clusters
  Score: Raw -1231470.667900 + Penalty 3008.814794 = -1228461.853106
  nChanged 3
		SP:Iteration 36Q (216796.720000 sec): 3 clusters
  Score: Raw -1231470.946619 + Penalty 3008.814794 = -1228462.131825
  nChanged 3
		SP:Iteration 37Q (216796.850000 sec): 3 clusters
  Score: Raw -1231471.169526 + Penalty 3008.814794 = -1228462.354732
  nChanged 4
		SP:Iteration 38Q (216797.020000 sec): 3 clusters
  Score: Raw -1231471.717240 + Penalty 3008.814794 = -1228462.902446
  nChanged 5
		SP:Iteration 39Q (216797.190000 sec): 3 clusters
  Score: Raw -1231472.190245 + Penalty 3008.814794 = -1228463.375451
  nChanged 3
		SP:Iteration 40F (216797.330000 sec): 3 clusters
  Score: Raw -1231472.654747 + Penalty 3008.814794 = -1228463.839953
  nChanged 5
		SP:Iteration 41Q (216797.480000 sec): 3 clusters
  Score: Raw -1231473.222416 + Penalty 3008.814794 = -1228464.407622
  nChanged 3
		SP:Iteration 42Q (216797.650000 sec): 3 clusters
  Score: Raw -1231473.497018 + Penalty 3008.814794 = -1228464.682224
  nChanged 0
		SP:Iteration 43F (216797.800000 sec): 3 clusters
  Score: Raw -1231473.497018 + Penalty 3008.814794 = -1228464.682224
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 43 (1336 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (216797.860000 sec): 2 clusters
  Score: Raw -142664.957773 + Penalty 1169.583245 = -141495.374528
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (216797.890000 sec): 3 clusters
  Score: Raw -142191.087376 + Penalty 2339.166490 = -139851.920886
  nChanged 437
		SP:Iteration 1F (216797.920000 sec): 3 clusters
  Score: Raw -142578.268534 + Penalty 2339.166490 = -140239.102043
  nChanged 128
		SP:Iteration 2F (216797.940000 sec): 3 clusters
  Score: Raw -142713.269183 + Penalty 2339.166490 = -140374.102693
  nChanged 79
		SP:Iteration 3F (216797.970000 sec): 3 clusters
  Score: Raw -142814.535346 + Penalty 2339.166490 = -140475.368856
  nChanged 64
		SP:Iteration 4Q (216798.000000 sec): 3 clusters
  Score: Raw -142896.253987 + Penalty 2339.166490 = -140557.087497
  nChanged 47
		SP:Iteration 5Q (216798.020000 sec): 3 clusters
  Score: Raw -142951.894542 + Penalty 2339.166490 = -140612.728052
  nChanged 36
		SP:Iteration 6Q (216798.050000 sec): 3 clusters
  Score: Raw -142977.548860 + Penalty 2339.166490 = -140638.382370
  nChanged 26
		SP:Iteration 7Q (216798.070000 sec): 3 clusters
  Score: Raw -143002.196127 + Penalty 2339.166490 = -140663.029637
  nChanged 14
		SP:Iteration 8Q (216798.100000 sec): 3 clusters
  Score: Raw -143014.274169 + Penalty 2339.166490 = -140675.107679
  nChanged 12
		SP:Iteration 9Q (216798.120000 sec): 3 clusters
  Score: Raw -143038.600766 + Penalty 2339.166490 = -140699.434276
  nChanged 23
		SP:Iteration 10Q (216798.150000 sec): 3 clusters
  Score: Raw -143062.741078 + Penalty 2339.166490 = -140723.574588
  nChanged 23
		SP:Iteration 11Q (216798.170000 sec): 3 clusters
  Score: Raw -143087.300758 + Penalty 2339.166490 = -140748.134268
  nChanged 17
		SP:Iteration 12Q (216798.200000 sec): 3 clusters
  Score: Raw -143100.418223 + Penalty 2339.166490 = -140761.251733
  nChanged 13
		SP:Iteration 13Q (216798.220000 sec): 3 clusters
  Score: Raw -143109.261269 + Penalty 2339.166490 = -140770.094779
  nChanged 11
		SP:Iteration 14Q (216798.250000 sec): 3 clusters
  Score: Raw -143116.648459 + Penalty 2339.166490 = -140777.481969
  nChanged 9
		SP:Iteration 15Q (216798.270000 sec): 3 clusters
  Score: Raw -143119.959915 + Penalty 2339.166490 = -140780.793425
  nChanged 2
		SP:Iteration 16Q (216798.300000 sec): 3 clusters
  Score: Raw -143120.717127 + Penalty 2339.166490 = -140781.550637
  nChanged 2
		SP:Iteration 17Q (216798.320000 sec): 3 clusters
  Score: Raw -143121.378746 + Penalty 2339.166490 = -140782.212256
  nChanged 2
		SP:Iteration 18Q (216798.350000 sec): 3 clusters
  Score: Raw -143121.995919 + Penalty 2339.166490 = -140782.829429
  nChanged 4
		SP:Iteration 19Q (216798.370000 sec): 3 clusters
  Score: Raw -143123.849110 + Penalty 2339.166490 = -140784.682620
  nChanged 3
		SP:Iteration 20F (216798.400000 sec): 3 clusters
  Score: Raw -143124.549549 + Penalty 2339.166490 = -140785.383059
  nChanged 1
		SP:Iteration 21Q (216798.420000 sec): 3 clusters
  Score: Raw -143125.205083 + Penalty 2339.166490 = -140786.038593
  nChanged 1
		SP:Iteration 22Q (216798.450000 sec): 3 clusters
  Score: Raw -143125.689213 + Penalty 2339.166490 = -140786.522723
  nChanged 1
		SP:Iteration 23Q (216798.470000 sec): 3 clusters
  Score: Raw -143125.944715 + Penalty 2339.166490 = -140786.778225
  nChanged 1
		SP:Iteration 24Q (216798.500000 sec): 3 clusters
  Score: Raw -143126.086839 + Penalty 2339.166490 = -140786.920349
  nChanged 0
		SP:Iteration 25F (216798.520000 sec): 3 clusters
  Score: Raw -143126.086839 + Penalty 2339.166490 = -140786.920349
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 44 (442 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (216798.560000 sec): 2 clusters
  Score: Raw -50240.980589 + Penalty 989.837856 = -49251.142733
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (216798.570000 sec): 3 clusters
  Score: Raw -50216.746832 + Penalty 1979.675712 = -48237.071120
  nChanged 111
		SP:Iteration 1F (216798.580000 sec): 3 clusters
  Score: Raw -50436.698787 + Penalty 1979.675712 = -48457.023076
  nChanged 36
		SP:Iteration 2F (216798.590000 sec): 3 clusters
  Score: Raw -50526.872951 + Penalty 1979.675712 = -48547.197240
  nChanged 25
		SP:Iteration 3F (216798.600000 sec): 3 clusters
  Score: Raw -50585.034817 + Penalty 1979.675712 = -48605.359105
  nChanged 15
		SP:Iteration 4Q (216798.610000 sec): 3 clusters
  Score: Raw -50638.479286 + Penalty 1979.675712 = -48658.803574
  nChanged 20
		SP:Iteration 5Q (216798.620000 sec): 3 clusters
  Score: Raw -50871.197402 + Penalty 1979.675712 = -48891.521691
  nChanged 29
		SP:Iteration 6F (216798.630000 sec): 3 clusters
  Score: Raw -51351.041279 + Penalty 1979.675712 = -49371.365568
  nChanged 35
		SP:Iteration 7F (216798.640000 sec): 3 clusters
  Score: Raw -51463.934612 + Penalty 1979.675712 = -49484.258901
  nChanged 12
		SP:Iteration 8Q (216798.650000 sec): 3 clusters
  Score: Raw -51506.237988 + Penalty 1979.675712 = -49526.562277
  nChanged 3
		SP:Iteration 9Q (216798.660000 sec): 3 clusters
  Score: Raw -51529.196291 + Penalty 1979.675712 = -49549.520580
  nChanged 5
		SP:Iteration 10Q (216798.660000 sec): 3 clusters
  Score: Raw -51568.572927 + Penalty 1979.675712 = -49588.897216
  nChanged 4
		SP:Iteration 11Q (216798.680000 sec): 3 clusters
  Score: Raw -51594.470624 + Penalty 1979.675712 = -49614.794913
  nChanged 0
		SP:Iteration 12F (216798.680000 sec): 3 clusters
  Score: Raw -51594.470624 + Penalty 1979.675712 = -49614.794913
  nChanged 0
  Score: Raw -119184717.125030 + Penalty 281295.855392 = -118903421.269638

Splitting cluster 44 changes total score from -118904314.841654 to -118903421.269638

 So it's not getting split.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 45 (809 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (217249.600000 sec): 2 clusters
  Score: Raw -92686.409569 + Penalty 1088.067324 = -91598.342245
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (217249.620000 sec): 3 clusters
  Score: Raw -92426.091468 + Penalty 2176.134648 = -90249.956819
  nChanged 250
		SP:Iteration 1F (217249.640000 sec): 3 clusters
  Score: Raw -92709.535010 + Penalty 2176.134648 = -90533.400362
  nChanged 81
		SP:Iteration 2F (217249.660000 sec): 3 clusters
  Score: Raw -92862.385929 + Penalty 2176.134648 = -90686.251281
  nChanged 60
		SP:Iteration 3F (217249.680000 sec): 3 clusters
  Score: Raw -92998.745052 + Penalty 2176.134648 = -90822.610404
  nChanged 56
		SP:Iteration 4F (217249.700000 sec): 3 clusters
  Score: Raw -93173.645982 + Penalty 2176.134648 = -90997.511334
  nChanged 57
		SP:Iteration 5F (217249.720000 sec): 3 clusters
  Score: Raw -93463.914588 + Penalty 2176.134648 = -91287.779940
  nChanged 36
		SP:Iteration 6Q (217249.730000 sec): 3 clusters
  Score: Raw -93594.020580 + Penalty 2176.134648 = -91417.885932
  nChanged 24
		SP:Iteration 7Q (217249.750000 sec): 3 clusters
  Score: Raw -93652.796848 + Penalty 2176.134648 = -91476.662200
  nChanged 17
		SP:Iteration 8Q (217249.770000 sec): 3 clusters
  Score: Raw -93698.897532 + Penalty 2176.134648 = -91522.762884
  nChanged 11
		SP:Iteration 9Q (217249.780000 sec): 3 clusters
  Score: Raw -93746.546093 + Penalty 2176.134648 = -91570.411445
  nChanged 11
		SP:Iteration 10Q (217249.790000 sec): 3 clusters
  Score: Raw -93769.746718 + Penalty 2176.134648 = -91593.612070
  nChanged 5
		SP:Iteration 11Q (217249.810000 sec): 3 clusters
  Score: Raw -93780.013650 + Penalty 2176.134648 = -91603.879002
  nChanged 2
		SP:Iteration 12Q (217249.830000 sec): 3 clusters
  Score: Raw -93781.658138 + Penalty 2176.134648 = -91605.523490
  nChanged 1
		SP:Iteration 13Q (217249.840000 sec): 3 clusters
  Score: Raw -93782.099341 + Penalty 2176.134648 = -91605.964693
  nChanged 0
		SP:Iteration 14F (217249.860000 sec): 3 clusters
  Score: Raw -93782.099341 + Penalty 2176.134648 = -91605.964693
  nChanged 0
  Score: Raw -119184459.324767 + Penalty 281295.855392 = -118903163.469375

Splitting cluster 45 changes total score from -118904314.841654 to -118903163.469375

 So it's not getting split.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 46 (3739 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (217629.140000 sec): 2 clusters
  Score: Raw -440280.246536 + Penalty 1336.818190 = -438943.428346
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (217629.230000 sec): 3 clusters
  Score: Raw -438407.867086 + Penalty 2673.636379 = -435734.230707
  nChanged 1431
		SP:Iteration 1F (217629.290000 sec): 3 clusters
  Score: Raw -439234.144434 + Penalty 2673.636379 = -436560.508055
  nChanged 307
		SP:Iteration 2F (217629.360000 sec): 3 clusters
  Score: Raw -439479.637579 + Penalty 2673.636379 = -436806.001199
  nChanged 259
		SP:Iteration 3F (217629.430000 sec): 3 clusters
  Score: Raw -439668.203573 + Penalty 2673.636379 = -436994.567193
  nChanged 219
		SP:Iteration 4F (217629.500000 sec): 3 clusters
  Score: Raw -439830.259249 + Penalty 2673.636379 = -437156.622870
  nChanged 183
		SP:Iteration 5Q (217629.570000 sec): 3 clusters
  Score: Raw -439950.604018 + Penalty 2673.636379 = -437276.967638
  nChanged 158
		SP:Iteration 6Q (217629.630000 sec): 3 clusters
  Score: Raw -440053.779378 + Penalty 2673.636379 = -437380.142998
  nChanged 146
		SP:Iteration 7Q (217629.700000 sec): 3 clusters
  Score: Raw -440158.569174 + Penalty 2673.636379 = -437484.932795
  nChanged 133
		SP:Iteration 8Q (217629.770000 sec): 3 clusters
  Score: Raw -440256.017907 + Penalty 2673.636379 = -437582.381527
  nChanged 117
		SP:Iteration 9Q (217629.830000 sec): 3 clusters
  Score: Raw -440330.392413 + Penalty 2673.636379 = -437656.756034
  nChanged 89
		SP:Iteration 10Q (217629.900000 sec): 3 clusters
  Score: Raw -440374.498271 + Penalty 2673.636379 = -437700.861892
  nChanged 63
		SP:Iteration 11Q (217629.970000 sec): 3 clusters
  Score: Raw -440406.438669 + Penalty 2673.636379 = -437732.802289
  nChanged 67
		SP:Iteration 12Q (217630.030000 sec): 3 clusters
  Score: Raw -440437.436842 + Penalty 2673.636379 = -437763.800463
  nChanged 63
		SP:Iteration 13Q (217630.100000 sec): 3 clusters
  Score: Raw -440469.524170 + Penalty 2673.636379 = -437795.887790
  nChanged 44
		SP:Iteration 14Q (217630.170000 sec): 3 clusters
  Score: Raw -440487.863075 + Penalty 2673.636379 = -437814.226695
  nChanged 44
		SP:Iteration 15Q (217630.230000 sec): 3 clusters
  Score: Raw -440501.359689 + Penalty 2673.636379 = -437827.723309
  nChanged 32
		SP:Iteration 16Q (217630.300000 sec): 3 clusters
  Score: Raw -440512.484026 + Penalty 2673.636379 = -437838.847647
  nChanged 29
		SP:Iteration 17Q (217630.370000 sec): 3 clusters
  Score: Raw -440525.318163 + Penalty 2673.636379 = -437851.681784
  nChanged 30
		SP:Iteration 18Q (217630.440000 sec): 3 clusters
  Score: Raw -440536.117259 + Penalty 2673.636379 = -437862.480880
  nChanged 21
		SP:Iteration 19Q (217630.510000 sec): 3 clusters
  Score: Raw -440543.308561 + Penalty 2673.636379 = -437869.672181
  nChanged 17
		SP:Iteration 20F (217630.570000 sec): 3 clusters
  Score: Raw -440549.093000 + Penalty 2673.636379 = -437875.456621
  nChanged 17
		SP:Iteration 21Q (217630.640000 sec): 3 clusters
  Score: Raw -440554.455058 + Penalty 2673.636379 = -437880.818679
  nChanged 18
		SP:Iteration 22Q (217630.710000 sec): 3 clusters
  Score: Raw -440561.375240 + Penalty 2673.636379 = -437887.738860
  nChanged 16
		SP:Iteration 23Q (217630.770000 sec): 3 clusters
  Score: Raw -440565.718596 + Penalty 2673.636379 = -437892.082216
  nChanged 17
		SP:Iteration 24Q (217630.840000 sec): 3 clusters
  Score: Raw -440572.256145 + Penalty 2673.636379 = -437898.619766
  nChanged 20
		SP:Iteration 25Q (217630.910000 sec): 3 clusters
  Score: Raw -440579.943759 + Penalty 2673.636379 = -437906.307380
  nChanged 17
		SP:Iteration 26Q (217631.010000 sec): 3 clusters
  Score: Raw -440586.165143 + Penalty 2673.636379 = -437912.528763
  nChanged 13
		SP:Iteration 27Q (217631.230000 sec): 3 clusters
  Score: Raw -440590.121197 + Penalty 2673.636379 = -437916.484818
  nChanged 10
		SP:Iteration 28Q (217631.300000 sec): 3 clusters
  Score: Raw -440593.000417 + Penalty 2673.636379 = -437919.364038
  nChanged 7
		SP:Iteration 29Q (217631.370000 sec): 3 clusters
  Score: Raw -440595.056571 + Penalty 2673.636379 = -437921.420191
  nChanged 3
		SP:Iteration 30Q (217631.430000 sec): 3 clusters
  Score: Raw -440596.185561 + Penalty 2673.636379 = -437922.549182
  nChanged 4
		SP:Iteration 31Q (217631.500000 sec): 3 clusters
  Score: Raw -440597.326031 + Penalty 2673.636379 = -437923.689652
  nChanged 3
		SP:Iteration 32Q (217631.570000 sec): 3 clusters
  Score: Raw -440598.615481 + Penalty 2673.636379 = -437924.979101
  nChanged 6
		SP:Iteration 33Q (217631.630000 sec): 3 clusters
  Score: Raw -440600.079385 + Penalty 2673.636379 = -437926.443006
  nChanged 5
		SP:Iteration 34Q (217631.700000 sec): 3 clusters
  Score: Raw -440601.459153 + Penalty 2673.636379 = -437927.822773
  nChanged 9
		SP:Iteration 35Q (217631.770000 sec): 3 clusters
  Score: Raw -440604.012813 + Penalty 2673.636379 = -437930.376433
  nChanged 4
		SP:Iteration 36Q (217631.830000 sec): 3 clusters
  Score: Raw -440604.992712 + Penalty 2673.636379 = -437931.356333
  nChanged 3
		SP:Iteration 37Q (217631.900000 sec): 3 clusters
  Score: Raw -440605.577707 + Penalty 2673.636379 = -437931.941327
  nChanged 3
		SP:Iteration 38Q (217631.970000 sec): 3 clusters
  Score: Raw -440606.371331 + Penalty 2673.636379 = -437932.734952
  nChanged 1
		SP:Iteration 39Q (217632.030000 sec): 3 clusters
  Score: Raw -440606.513254 + Penalty 2673.636379 = -437932.876875
  nChanged 1
		SP:Iteration 40F (217632.100000 sec): 3 clusters
  Score: Raw -440606.726298 + Penalty 2673.636379 = -437933.089919
  nChanged 1
		SP:Iteration 41Q (217632.170000 sec): 3 clusters
  Score: Raw -440606.946533 + Penalty 2673.636379 = -437933.310154
  nChanged 1
		SP:Iteration 42Q (217632.230000 sec): 3 clusters
  Score: Raw -440607.068881 + Penalty 2673.636379 = -437933.432501
  nChanged 1
		SP:Iteration 43Q (217632.300000 sec): 3 clusters
  Score: Raw -440607.169228 + Penalty 2673.636379 = -437933.532848
  nChanged 0
		SP:Iteration 44F (217632.370000 sec): 3 clusters
  Score: Raw -440607.169228 + Penalty 2673.636379 = -437933.532848
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 47 (7888 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (217632.470000 sec): 2 clusters
  Score: Raw -881151.431617 + Penalty 1458.128408 = -879693.303209
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (217632.630000 sec): 3 clusters
  Score: Raw -876832.818437 + Penalty 2916.256816 = -873916.561621
  nChanged 3332
		SP:Iteration 1F (217632.750000 sec): 3 clusters
  Score: Raw -878967.051821 + Penalty 2916.256816 = -876050.795005
  nChanged 633
		SP:Iteration 2F (217632.870000 sec): 3 clusters
  Score: Raw -879401.546468 + Penalty 2916.256816 = -876485.289652
  nChanged 556
		SP:Iteration 3F (217632.990000 sec): 3 clusters
  Score: Raw -879767.980223 + Penalty 2916.256816 = -876851.723406
  nChanged 542
		SP:Iteration 4F (217633.100000 sec): 3 clusters
  Score: Raw -880160.699506 + Penalty 2916.256816 = -877244.442689
  nChanged 513
		SP:Iteration 5F (217633.220000 sec): 3 clusters
  Score: Raw -880522.942763 + Penalty 2916.256816 = -877606.685947
  nChanged 462
		SP:Iteration 6F (217633.340000 sec): 3 clusters
  Score: Raw -880865.282364 + Penalty 2916.256816 = -877949.025548
  nChanged 412
		SP:Iteration 7F (217633.460000 sec): 3 clusters
  Score: Raw -881168.500126 + Penalty 2916.256816 = -878252.243310
  nChanged 357
		SP:Iteration 8Q (217633.580000 sec): 3 clusters
  Score: Raw -881411.569767 + Penalty 2916.256816 = -878495.312951
  nChanged 270
		SP:Iteration 9Q (217633.690000 sec): 3 clusters
  Score: Raw -881600.730251 + Penalty 2916.256816 = -878684.473434
  nChanged 216
		SP:Iteration 10Q (217633.810000 sec): 3 clusters
  Score: Raw -881743.571331 + Penalty 2916.256816 = -878827.314515
  nChanged 159
		SP:Iteration 11Q (217633.930000 sec): 3 clusters
  Score: Raw -881843.805123 + Penalty 2916.256816 = -878927.548306
  nChanged 115
		SP:Iteration 12Q (217634.050000 sec): 3 clusters
  Score: Raw -881922.277666 + Penalty 2916.256816 = -879006.020850
  nChanged 89
		SP:Iteration 13Q (217634.170000 sec): 3 clusters
  Score: Raw -881982.995211 + Penalty 2916.256816 = -879066.738394
  nChanged 73
		SP:Iteration 14Q (217634.280000 sec): 3 clusters
  Score: Raw -882023.335020 + Penalty 2916.256816 = -879107.078204
  nChanged 41
		SP:Iteration 15Q (217634.390000 sec): 3 clusters
  Score: Raw -882047.381447 + Penalty 2916.256816 = -879131.124631
  nChanged 34
		SP:Iteration 16Q (217634.510000 sec): 3 clusters
  Score: Raw -882071.952787 + Penalty 2916.256816 = -879155.695971
  nChanged 44
		SP:Iteration 17Q (217634.630000 sec): 3 clusters
  Score: Raw -882100.389041 + Penalty 2916.256816 = -879184.132225
  nChanged 32
		SP:Iteration 18Q (217634.750000 sec): 3 clusters
  Score: Raw -882124.539781 + Penalty 2916.256816 = -879208.282965
  nChanged 24
		SP:Iteration 19Q (217634.870000 sec): 3 clusters
  Score: Raw -882139.027239 + Penalty 2916.256816 = -879222.770423
  nChanged 13
		SP:Iteration 20F (217634.990000 sec): 3 clusters
  Score: Raw -882147.069976 + Penalty 2916.256816 = -879230.813160
  nChanged 8
		SP:Iteration 21Q (217635.110000 sec): 3 clusters
  Score: Raw -882152.885783 + Penalty 2916.256816 = -879236.628967
  nChanged 9
		SP:Iteration 22Q (217635.230000 sec): 3 clusters
  Score: Raw -882158.340024 + Penalty 2916.256816 = -879242.083208
  nChanged 6
		SP:Iteration 23Q (217635.350000 sec): 3 clusters
  Score: Raw -882160.819716 + Penalty 2916.256816 = -879244.562900
  nChanged 5
		SP:Iteration 24Q (217635.470000 sec): 3 clusters
  Score: Raw -882164.662907 + Penalty 2916.256816 = -879248.406091
  nChanged 4
		SP:Iteration 25Q (217635.590000 sec): 3 clusters
  Score: Raw -882168.122581 + Penalty 2916.256816 = -879251.865764
  nChanged 5
		SP:Iteration 26Q (217635.710000 sec): 3 clusters
  Score: Raw -882170.340631 + Penalty 2916.256816 = -879254.083815
  nChanged 2
		SP:Iteration 27Q (217635.830000 sec): 3 clusters
  Score: Raw -882172.187724 + Penalty 2916.256816 = -879255.930907
  nChanged 3
		SP:Iteration 28Q (217635.950000 sec): 3 clusters
  Score: Raw -882173.614524 + Penalty 2916.256816 = -879257.357707
  nChanged 3
		SP:Iteration 29Q (217636.070000 sec): 3 clusters
  Score: Raw -882175.306465 + Penalty 2916.256816 = -879259.049649
  nChanged 3
		SP:Iteration 30Q (217636.190000 sec): 3 clusters
  Score: Raw -882176.703551 + Penalty 2916.256816 = -879260.446735
  nChanged 3
		SP:Iteration 31Q (217636.310000 sec): 3 clusters
  Score: Raw -882178.609722 + Penalty 2916.256816 = -879262.352906
  nChanged 2
		SP:Iteration 32Q (217636.430000 sec): 3 clusters
  Score: Raw -882179.434007 + Penalty 2916.256816 = -879263.177191
  nChanged 1
		SP:Iteration 33Q (217636.550000 sec): 3 clusters
  Score: Raw -882179.701593 + Penalty 2916.256816 = -879263.444777
  nChanged 1
		SP:Iteration 34Q (217636.670000 sec): 3 clusters
  Score: Raw -882180.304892 + Penalty 2916.256816 = -879264.048075
  nChanged 2
		SP:Iteration 35Q (217636.790000 sec): 3 clusters
  Score: Raw -882180.733870 + Penalty 2916.256816 = -879264.477054
  nChanged 0
		SP:Iteration 36F (217636.910000 sec): 3 clusters
  Score: Raw -882180.733870 + Penalty 2916.256816 = -879264.477054
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 48 (3894 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (217637.000000 sec): 2 clusters
  Score: Raw -438844.762274 + Penalty 1343.418730 = -437501.343543
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (217637.090000 sec): 3 clusters
  Score: Raw -436889.775902 + Penalty 2686.837460 = -434202.938442
  nChanged 1540
		SP:Iteration 1F (217637.160000 sec): 3 clusters
  Score: Raw -437865.530804 + Penalty 2686.837460 = -435178.693344
  nChanged 342
		SP:Iteration 2F (217637.230000 sec): 3 clusters
  Score: Raw -438168.834530 + Penalty 2686.837460 = -435481.997070
  nChanged 283
		SP:Iteration 3F (217637.300000 sec): 3 clusters
  Score: Raw -438452.437634 + Penalty 2686.837460 = -435765.600173
  nChanged 269
		SP:Iteration 4F (217637.370000 sec): 3 clusters
  Score: Raw -438662.995725 + Penalty 2686.837460 = -435976.158265
  nChanged 201
		SP:Iteration 5F (217637.440000 sec): 3 clusters
  Score: Raw -438833.921953 + Penalty 2686.837460 = -436147.084493
  nChanged 168
		SP:Iteration 6Q (217637.510000 sec): 3 clusters
  Score: Raw -438974.449394 + Penalty 2686.837460 = -436287.611934
  nChanged 154
		SP:Iteration 7Q (217637.580000 sec): 3 clusters
  Score: Raw -439105.515595 + Penalty 2686.837460 = -436418.678135
  nChanged 129
		SP:Iteration 8Q (217637.660000 sec): 3 clusters
  Score: Raw -439222.491475 + Penalty 2686.837460 = -436535.654014
  nChanged 110
		SP:Iteration 9Q (217637.720000 sec): 3 clusters
  Score: Raw -439337.482296 + Penalty 2686.837460 = -436650.644836
  nChanged 111
		SP:Iteration 10Q (217637.800000 sec): 3 clusters
  Score: Raw -439451.306066 + Penalty 2686.837460 = -436764.468605
  nChanged 98
		SP:Iteration 11Q (217637.860000 sec): 3 clusters
  Score: Raw -439563.077259 + Penalty 2686.837460 = -436876.239798
  nChanged 96
		SP:Iteration 12Q (217637.930000 sec): 3 clusters
  Score: Raw -439680.154925 + Penalty 2686.837460 = -436993.317465
  nChanged 83
		SP:Iteration 13Q (217638.000000 sec): 3 clusters
  Score: Raw -439768.165513 + Penalty 2686.837460 = -437081.328052
  nChanged 71
		SP:Iteration 14Q (217638.070000 sec): 3 clusters
  Score: Raw -439825.584623 + Penalty 2686.837460 = -437138.747163
  nChanged 52
		SP:Iteration 15Q (217638.140000 sec): 3 clusters
  Score: Raw -439851.103914 + Penalty 2686.837460 = -437164.266453
  nChanged 27
		SP:Iteration 16Q (217638.200000 sec): 3 clusters
  Score: Raw -439863.988216 + Penalty 2686.837460 = -437177.150755
  nChanged 17
		SP:Iteration 17Q (217638.270000 sec): 3 clusters
  Score: Raw -439870.530498 + Penalty 2686.837460 = -437183.693038
  nChanged 11
		SP:Iteration 18Q (217638.340000 sec): 3 clusters
  Score: Raw -439874.195677 + Penalty 2686.837460 = -437187.358217
  nChanged 6
		SP:Iteration 19Q (217638.410000 sec): 3 clusters
  Score: Raw -439875.703796 + Penalty 2686.837460 = -437188.866336
  nChanged 3
		SP:Iteration 20F (217638.480000 sec): 3 clusters
  Score: Raw -439876.494420 + Penalty 2686.837460 = -437189.656960
  nChanged 2
		SP:Iteration 21Q (217638.550000 sec): 3 clusters
  Score: Raw -439876.808995 + Penalty 2686.837460 = -437189.971535
  nChanged 0
		SP:Iteration 22F (217638.620000 sec): 3 clusters
  Score: Raw -439876.808995 + Penalty 2686.837460 = -437189.971535
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 49 (2273 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (217638.680000 sec): 2 clusters
  Score: Raw -284066.022283 + Penalty 1255.939071 = -282810.083212
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (217638.730000 sec): 3 clusters
  Score: Raw -283024.814399 + Penalty 2511.878143 = -280512.936256
  nChanged 852
		SP:Iteration 1F (217638.770000 sec): 3 clusters
  Score: Raw -283541.278336 + Penalty 2511.878143 = -281029.400193
  nChanged 173
		SP:Iteration 2F (217638.820000 sec): 3 clusters
  Score: Raw -283661.676920 + Penalty 2511.878143 = -281149.798777
  nChanged 125
		SP:Iteration 3F (217638.860000 sec): 3 clusters
  Score: Raw -283734.965785 + Penalty 2511.878143 = -281223.087643
  nChanged 86
		SP:Iteration 4Q (217638.900000 sec): 3 clusters
  Score: Raw -283789.246838 + Penalty 2511.878143 = -281277.368695
  nChanged 76
		SP:Iteration 5Q (217638.940000 sec): 3 clusters
  Score: Raw -283844.978927 + Penalty 2511.878143 = -281333.100785
  nChanged 71
		SP:Iteration 6Q (217638.980000 sec): 3 clusters
  Score: Raw -283884.554478 + Penalty 2511.878143 = -281372.676335
  nChanged 39
		SP:Iteration 7Q (217639.020000 sec): 3 clusters
  Score: Raw -283905.201055 + Penalty 2511.878143 = -281393.322912
  nChanged 36
		SP:Iteration 8Q (217639.070000 sec): 3 clusters
  Score: Raw -283924.122370 + Penalty 2511.878143 = -281412.244227
  nChanged 32
		SP:Iteration 9Q (217639.110000 sec): 3 clusters
  Score: Raw -283938.157941 + Penalty 2511.878143 = -281426.279799
  nChanged 28
		SP:Iteration 10Q (217639.150000 sec): 3 clusters
  Score: Raw -283956.765674 + Penalty 2511.878143 = -281444.887531
  nChanged 27
		SP:Iteration 11Q (217639.190000 sec): 3 clusters
  Score: Raw -283972.696781 + Penalty 2511.878143 = -281460.818638
  nChanged 20
		SP:Iteration 12Q (217639.240000 sec): 3 clusters
  Score: Raw -283982.309856 + Penalty 2511.878143 = -281470.431713
  nChanged 18
		SP:Iteration 13Q (217639.280000 sec): 3 clusters
  Score: Raw -283989.738880 + Penalty 2511.878143 = -281477.860737
  nChanged 11
		SP:Iteration 14Q (217639.320000 sec): 3 clusters
  Score: Raw -283998.462051 + Penalty 2511.878143 = -281486.583908
  nChanged 12
		SP:Iteration 15Q (217639.360000 sec): 3 clusters
  Score: Raw -284003.005102 + Penalty 2511.878143 = -281491.126959
  nChanged 10
		SP:Iteration 16Q (217639.400000 sec): 3 clusters
  Score: Raw -284006.506000 + Penalty 2511.878143 = -281494.627857
  nChanged 6
		SP:Iteration 17Q (217639.440000 sec): 3 clusters
  Score: Raw -284008.600260 + Penalty 2511.878143 = -281496.722117
  nChanged 1
		SP:Iteration 18Q (217639.480000 sec): 3 clusters
  Score: Raw -284008.840086 + Penalty 2511.878143 = -281496.961943
  nChanged 2
		SP:Iteration 19Q (217639.520000 sec): 3 clusters
  Score: Raw -284009.177628 + Penalty 2511.878143 = -281497.299485
  nChanged 2
		SP:Iteration 20F (217639.570000 sec): 3 clusters
  Score: Raw -284010.324789 + Penalty 2511.878143 = -281498.446646
  nChanged 3
		SP:Iteration 21Q (217639.610000 sec): 3 clusters
  Score: Raw -284011.454632 + Penalty 2511.878143 = -281499.576489
  nChanged 0
		SP:Iteration 22F (217639.650000 sec): 3 clusters
  Score: Raw -284011.454632 + Penalty 2511.878143 = -281499.576489
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 50 (2529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (217639.720000 sec): 2 clusters
  Score: Raw -293087.414615 + Penalty 1273.281628 = -291814.132987
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (217639.770000 sec): 3 clusters
  Score: Raw -291951.320533 + Penalty 2546.563255 = -289404.757278
  nChanged 923
		SP:Iteration 1F (217639.820000 sec): 3 clusters
  Score: Raw -292563.269510 + Penalty 2546.563255 = -290016.706254
  nChanged 217
		SP:Iteration 2F (217639.870000 sec): 3 clusters
  Score: Raw -292723.607123 + Penalty 2546.563255 = -290177.043868
  nChanged 146
		SP:Iteration 3F (217639.920000 sec): 3 clusters
  Score: Raw -292838.015517 + Penalty 2546.563255 = -290291.452262
  nChanged 115
		SP:Iteration 4Q (217639.970000 sec): 3 clusters
  Score: Raw -292948.328474 + Penalty 2546.563255 = -290401.765218
  nChanged 106
		SP:Iteration 5Q (217640.020000 sec): 3 clusters
  Score: Raw -293046.599949 + Penalty 2546.563255 = -290500.036694
  nChanged 109
		SP:Iteration 6Q (217640.060000 sec): 3 clusters
  Score: Raw -293128.425023 + Penalty 2546.563255 = -290581.861768
  nChanged 78
		SP:Iteration 7Q (217640.110000 sec): 3 clusters
  Score: Raw -293186.514137 + Penalty 2546.563255 = -290639.950881
  nChanged 59
		SP:Iteration 8Q (217640.160000 sec): 3 clusters
  Score: Raw -293224.943159 + Penalty 2546.563255 = -290678.379904
  nChanged 44
		SP:Iteration 9Q (217640.210000 sec): 3 clusters
  Score: Raw -293249.196171 + Penalty 2546.563255 = -290702.632916
  nChanged 29
		SP:Iteration 10Q (217640.260000 sec): 3 clusters
  Score: Raw -293266.115275 + Penalty 2546.563255 = -290719.552020
  nChanged 28
		SP:Iteration 11Q (217640.300000 sec): 3 clusters
  Score: Raw -293281.408183 + Penalty 2546.563255 = -290734.844928
  nChanged 18
		SP:Iteration 12Q (217640.350000 sec): 3 clusters
  Score: Raw -293291.334004 + Penalty 2546.563255 = -290744.770749
  nChanged 20
		SP:Iteration 13Q (217640.400000 sec): 3 clusters
  Score: Raw -293301.280942 + Penalty 2546.563255 = -290754.717687
  nChanged 23
		SP:Iteration 14Q (217640.450000 sec): 3 clusters
  Score: Raw -293312.272086 + Penalty 2546.563255 = -290765.708831
  nChanged 18
		SP:Iteration 15Q (217640.500000 sec): 3 clusters
  Score: Raw -293320.667217 + Penalty 2546.563255 = -290774.103962
  nChanged 11
		SP:Iteration 16Q (217640.540000 sec): 3 clusters
  Score: Raw -293326.313103 + Penalty 2546.563255 = -290779.749848
  nChanged 10
		SP:Iteration 17Q (217640.590000 sec): 3 clusters
  Score: Raw -293331.211990 + Penalty 2546.563255 = -290784.648735
  nChanged 16
		SP:Iteration 18Q (217640.640000 sec): 3 clusters
  Score: Raw -293336.286611 + Penalty 2546.563255 = -290789.723356
  nChanged 7
		SP:Iteration 19Q (217640.690000 sec): 3 clusters
  Score: Raw -293339.030962 + Penalty 2546.563255 = -290792.467707
  nChanged 7
		SP:Iteration 20F (217640.740000 sec): 3 clusters
  Score: Raw -293341.453857 + Penalty 2546.563255 = -290794.890602
  nChanged 3
		SP:Iteration 21Q (217640.780000 sec): 3 clusters
  Score: Raw -293342.660901 + Penalty 2546.563255 = -290796.097646
  nChanged 0
		SP:Iteration 22F (217640.840000 sec): 3 clusters
  Score: Raw -293342.660901 + Penalty 2546.563255 = -290796.097646
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 51 (6143 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (217640.930000 sec): 2 clusters
  Score: Raw -727349.144323 + Penalty 1417.498631 = -725931.645692
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (217641.050000 sec): 3 clusters
  Score: Raw -724051.983361 + Penalty 2834.997263 = -721216.986098
  nChanged 2552
		SP:Iteration 1F (217641.160000 sec): 3 clusters
  Score: Raw -725637.122546 + Penalty 2834.997263 = -722802.125283
  nChanged 568
		SP:Iteration 2F (217641.260000 sec): 3 clusters
  Score: Raw -726046.281427 + Penalty 2834.997263 = -723211.284164
  nChanged 425
		SP:Iteration 3F (217641.370000 sec): 3 clusters
  Score: Raw -726351.093645 + Penalty 2834.997263 = -723516.096382
  nChanged 329
		SP:Iteration 4F (217641.470000 sec): 3 clusters
  Score: Raw -726596.377078 + Penalty 2834.997263 = -723761.379815
  nChanged 299
		SP:Iteration 5Q (217641.580000 sec): 3 clusters
  Score: Raw -726828.775132 + Penalty 2834.997263 = -723993.777869
  nChanged 253
		SP:Iteration 6Q (217641.680000 sec): 3 clusters
  Score: Raw -727019.295762 + Penalty 2834.997263 = -724184.298499
  nChanged 209
		SP:Iteration 7Q (217641.780000 sec): 3 clusters
  Score: Raw -727168.162029 + Penalty 2834.997263 = -724333.164766
  nChanged 181
		SP:Iteration 8Q (217641.880000 sec): 3 clusters
  Score: Raw -727291.320635 + Penalty 2834.997263 = -724456.323372
  nChanged 141
		SP:Iteration 9Q (217641.990000 sec): 3 clusters
  Score: Raw -727400.057296 + Penalty 2834.997263 = -724565.060033
  nChanged 156
		SP:Iteration 10Q (217642.090000 sec): 3 clusters
  Score: Raw -727505.698815 + Penalty 2834.997263 = -724670.701552
  nChanged 112
		SP:Iteration 11Q (217642.190000 sec): 3 clusters
  Score: Raw -727569.884655 + Penalty 2834.997263 = -724734.887392
  nChanged 81
		SP:Iteration 12Q (217642.290000 sec): 3 clusters
  Score: Raw -727616.587823 + Penalty 2834.997263 = -724781.590560
  nChanged 67
		SP:Iteration 13Q (217642.400000 sec): 3 clusters
  Score: Raw -727654.964109 + Penalty 2834.997263 = -724819.966846
  nChanged 58
		SP:Iteration 14Q (217642.500000 sec): 3 clusters
  Score: Raw -727682.866091 + Penalty 2834.997263 = -724847.868828
  nChanged 42
		SP:Iteration 15Q (217642.600000 sec): 3 clusters
  Score: Raw -727699.696755 + Penalty 2834.997263 = -724864.699492
  nChanged 37
		SP:Iteration 16Q (217642.700000 sec): 3 clusters
  Score: Raw -727712.476219 + Penalty 2834.997263 = -724877.478956
  nChanged 32
		SP:Iteration 17Q (217642.800000 sec): 3 clusters
  Score: Raw -727727.368192 + Penalty 2834.997263 = -724892.370929
  nChanged 40
		SP:Iteration 18Q (217642.900000 sec): 3 clusters
  Score: Raw -727749.252532 + Penalty 2834.997263 = -724914.255269
  nChanged 37
		SP:Iteration 19Q (217643.010000 sec): 3 clusters
  Score: Raw -727770.545688 + Penalty 2834.997263 = -724935.548425
  nChanged 41
		SP:Iteration 20F (217643.110000 sec): 3 clusters
  Score: Raw -727795.623822 + Penalty 2834.997263 = -724960.626559
  nChanged 36
		SP:Iteration 21Q (217643.210000 sec): 3 clusters
  Score: Raw -727818.270613 + Penalty 2834.997263 = -724983.273350
  nChanged 30
		SP:Iteration 22Q (217643.310000 sec): 3 clusters
  Score: Raw -727833.678718 + Penalty 2834.997263 = -724998.681455
  nChanged 30
		SP:Iteration 23Q (217643.410000 sec): 3 clusters
  Score: Raw -727854.416956 + Penalty 2834.997263 = -725019.419693
  nChanged 28
		SP:Iteration 24Q (217643.510000 sec): 3 clusters
  Score: Raw -727872.183438 + Penalty 2834.997263 = -725037.186176
  nChanged 25
		SP:Iteration 25Q (217643.610000 sec): 3 clusters
  Score: Raw -727887.068459 + Penalty 2834.997263 = -725052.071196
  nChanged 28
		SP:Iteration 26Q (217643.710000 sec): 3 clusters
  Score: Raw -727899.624035 + Penalty 2834.997263 = -725064.626772
  nChanged 14
		SP:Iteration 27Q (217643.820000 sec): 3 clusters
  Score: Raw -727904.010301 + Penalty 2834.997263 = -725069.013038
  nChanged 6
		SP:Iteration 28Q (217643.920000 sec): 3 clusters
  Score: Raw -727905.174154 + Penalty 2834.997263 = -725070.176891
  nChanged 1
		SP:Iteration 29Q (217644.020000 sec): 3 clusters
  Score: Raw -727905.417760 + Penalty 2834.997263 = -725070.420497
  nChanged 2
		SP:Iteration 30Q (217644.120000 sec): 3 clusters
  Score: Raw -727906.293285 + Penalty 2834.997263 = -725071.296023
  nChanged 2
		SP:Iteration 31Q (217644.220000 sec): 3 clusters
  Score: Raw -727906.976701 + Penalty 2834.997263 = -725071.979438
  nChanged 1
		SP:Iteration 32Q (217644.320000 sec): 3 clusters
  Score: Raw -727907.232501 + Penalty 2834.997263 = -725072.235238
  nChanged 0
		SP:Iteration 33F (217644.420000 sec): 3 clusters
  Score: Raw -727907.232501 + Penalty 2834.997263 = -725072.235238
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 52 (1062 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (217644.480000 sec): 2 clusters
  Score: Raw -124119.584347 + Penalty 1132.285245 = -122987.299101
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (217644.500000 sec): 3 clusters
  Score: Raw -123800.379050 + Penalty 2264.570491 = -121535.808559
  nChanged 330
		SP:Iteration 1F (217644.520000 sec): 3 clusters
  Score: Raw -124096.202448 + Penalty 2264.570491 = -121831.631957
  nChanged 79
		SP:Iteration 2F (217644.540000 sec): 3 clusters
  Score: Raw -124174.103510 + Penalty 2264.570491 = -121909.533019
  nChanged 37
		SP:Iteration 3Q (217644.560000 sec): 3 clusters
  Score: Raw -124220.501288 + Penalty 2264.570491 = -121955.930797
  nChanged 30
		SP:Iteration 4Q (217644.580000 sec): 3 clusters
  Score: Raw -124249.827173 + Penalty 2264.570491 = -121985.256682
  nChanged 20
		SP:Iteration 5Q (217644.600000 sec): 3 clusters
  Score: Raw -124273.559238 + Penalty 2264.570491 = -122008.988747
  nChanged 17
		SP:Iteration 6Q (217644.630000 sec): 3 clusters
  Score: Raw -124295.512810 + Penalty 2264.570491 = -122030.942320
  nChanged 14
		SP:Iteration 7Q (217644.650000 sec): 3 clusters
  Score: Raw -124314.511091 + Penalty 2264.570491 = -122049.940600
  nChanged 16
		SP:Iteration 8Q (217644.670000 sec): 3 clusters
  Score: Raw -124326.397152 + Penalty 2264.570491 = -122061.826661
  nChanged 13
		SP:Iteration 9Q (217644.690000 sec): 3 clusters
  Score: Raw -124341.235871 + Penalty 2264.570491 = -122076.665381
  nChanged 15
		SP:Iteration 10Q (217644.710000 sec): 3 clusters
  Score: Raw -124360.505669 + Penalty 2264.570491 = -122095.935179
  nChanged 10
		SP:Iteration 11Q (217644.730000 sec): 3 clusters
  Score: Raw -124371.942474 + Penalty 2264.570491 = -122107.371983
  nChanged 10
		SP:Iteration 12Q (217644.750000 sec): 3 clusters
  Score: Raw -124388.250702 + Penalty 2264.570491 = -122123.680212
  nChanged 14
		SP:Iteration 13Q (217644.770000 sec): 3 clusters
  Score: Raw -124401.797364 + Penalty 2264.570491 = -122137.226873
  nChanged 11
		SP:Iteration 14Q (217644.790000 sec): 3 clusters
  Score: Raw -124412.705308 + Penalty 2264.570491 = -122148.134817
  nChanged 14
		SP:Iteration 15Q (217644.810000 sec): 3 clusters
  Score: Raw -124434.275368 + Penalty 2264.570491 = -122169.704878
  nChanged 15
		SP:Iteration 16Q (217644.830000 sec): 3 clusters
  Score: Raw -124446.874881 + Penalty 2264.570491 = -122182.304391
  nChanged 9
		SP:Iteration 17Q (217644.850000 sec): 3 clusters
  Score: Raw -124454.413053 + Penalty 2264.570491 = -122189.842562
  nChanged 4
		SP:Iteration 18Q (217644.870000 sec): 3 clusters
  Score: Raw -124456.169243 + Penalty 2264.570491 = -122191.598753
  nChanged 3
		SP:Iteration 19Q (217644.890000 sec): 3 clusters
  Score: Raw -124458.447073 + Penalty 2264.570491 = -122193.876582
  nChanged 3
		SP:Iteration 20F (217644.910000 sec): 3 clusters
  Score: Raw -124460.452327 + Penalty 2264.570491 = -122195.881836
  nChanged 2
		SP:Iteration 21Q (217644.930000 sec): 3 clusters
  Score: Raw -124462.335929 + Penalty 2264.570491 = -122197.765439
  nChanged 1
		SP:Iteration 22Q (217644.950000 sec): 3 clusters
  Score: Raw -124463.626348 + Penalty 2264.570491 = -122199.055858
  nChanged 2
		SP:Iteration 23Q (217644.970000 sec): 3 clusters
  Score: Raw -124467.926174 + Penalty 2264.570491 = -122203.355683
  nChanged 4
		SP:Iteration 24Q (217644.990000 sec): 3 clusters
  Score: Raw -124470.710588 + Penalty 2264.570491 = -122206.140097
  nChanged 2
		SP:Iteration 25Q (217645.010000 sec): 3 clusters
  Score: Raw -124471.484948 + Penalty 2264.570491 = -122206.914457
  nChanged 1
		SP:Iteration 26Q (217645.030000 sec): 3 clusters
  Score: Raw -124473.219831 + Penalty 2264.570491 = -122208.649341
  nChanged 1
		SP:Iteration 27Q (217645.050000 sec): 3 clusters
  Score: Raw -124473.844354 + Penalty 2264.570491 = -122209.273864
  nChanged 1
		SP:Iteration 28Q (217645.070000 sec): 3 clusters
  Score: Raw -124474.805464 + Penalty 2264.570491 = -122210.234974
  nChanged 0
		SP:Iteration 29F (217645.090000 sec): 3 clusters
  Score: Raw -124474.805464 + Penalty 2264.570491 = -122210.234974
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 53 (695 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (217645.140000 sec): 2 clusters
  Score: Raw -81013.655539 + Penalty 1063.385675 = -79950.269864
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (217645.160000 sec): 3 clusters
  Score: Raw -80887.089257 + Penalty 2126.771350 = -78760.317908
  nChanged 202
		SP:Iteration 1F (217645.170000 sec): 3 clusters
  Score: Raw -81133.921369 + Penalty 2126.771350 = -79007.150020
  nChanged 55
		SP:Iteration 2F (217645.180000 sec): 3 clusters
  Score: Raw -81235.175985 + Penalty 2126.771350 = -79108.404636
  nChanged 33
		SP:Iteration 3Q (217645.200000 sec): 3 clusters
  Score: Raw -81336.070587 + Penalty 2126.771350 = -79209.299237
  nChanged 28
		SP:Iteration 4Q (217645.210000 sec): 3 clusters
  Score: Raw -81413.727337 + Penalty 2126.771350 = -79286.955987
  nChanged 27
		SP:Iteration 5Q (217645.230000 sec): 3 clusters
  Score: Raw -81470.464425 + Penalty 2126.771350 = -79343.693075
  nChanged 22
		SP:Iteration 6Q (217645.240000 sec): 3 clusters
  Score: Raw -81517.151554 + Penalty 2126.771350 = -79390.380204
  nChanged 17
		SP:Iteration 7Q (217645.250000 sec): 3 clusters
  Score: Raw -81554.519973 + Penalty 2126.771350 = -79427.748624
  nChanged 21
		SP:Iteration 8Q (217645.270000 sec): 3 clusters
  Score: Raw -81589.721076 + Penalty 2126.771350 = -79462.949726
  nChanged 11
		SP:Iteration 9Q (217645.280000 sec): 3 clusters
  Score: Raw -81615.968084 + Penalty 2126.771350 = -79489.196734
  nChanged 12
		SP:Iteration 10Q (217645.290000 sec): 3 clusters
  Score: Raw -81645.751376 + Penalty 2126.771350 = -79518.980026
  nChanged 7
		SP:Iteration 11Q (217645.310000 sec): 3 clusters
  Score: Raw -81660.485070 + Penalty 2126.771350 = -79533.713721
  nChanged 3
		SP:Iteration 12Q (217645.320000 sec): 3 clusters
  Score: Raw -81666.094089 + Penalty 2126.771350 = -79539.322739
  nChanged 2
		SP:Iteration 13Q (217645.330000 sec): 3 clusters
  Score: Raw -81668.002714 + Penalty 2126.771350 = -79541.231365
  nChanged 1
		SP:Iteration 14Q (217645.340000 sec): 3 clusters
  Score: Raw -81668.782896 + Penalty 2126.771350 = -79542.011546
  nChanged 2
		SP:Iteration 15Q (217645.360000 sec): 3 clusters
  Score: Raw -81669.553026 + Penalty 2126.771350 = -79542.781676
  nChanged 1
		SP:Iteration 16Q (217645.370000 sec): 3 clusters
  Score: Raw -81669.941292 + Penalty 2126.771350 = -79543.169943
  nChanged 1
		SP:Iteration 17Q (217645.380000 sec): 3 clusters
  Score: Raw -81672.294017 + Penalty 2126.771350 = -79545.522667
  nChanged 0
		SP:Iteration 18F (217645.400000 sec): 3 clusters
  Score: Raw -81672.294017 + Penalty 2126.771350 = -79545.522667
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 54 (30157 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (217645.720000 sec): 2 clusters
  Score: Raw -3671728.806253 + Penalty 1676.053006 = -3670052.753247
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (217646.060000 sec): 3 clusters
  Score: Raw -3653180.987706 + Penalty 3352.106013 = -3649828.881693
  nChanged 13829
		SP:Iteration 1F (217646.470000 sec): 3 clusters
  Score: Raw -3661252.765612 + Penalty 3352.106013 = -3657900.659599
  nChanged 1620
		SP:Iteration 2F (217646.830000 sec): 3 clusters
  Score: Raw -3661882.530974 + Penalty 3352.106013 = -3658530.424961
  nChanged 1500
		SP:Iteration 3Q (217647.160000 sec): 3 clusters
  Score: Raw -3662476.658678 + Penalty 3352.106013 = -3659124.552665
  nChanged 1480
		SP:Iteration 4Q (217647.500000 sec): 3 clusters
  Score: Raw -3663054.515331 + Penalty 3352.106013 = -3659702.409318
  nChanged 1413
		SP:Iteration 5Q (217647.830000 sec): 3 clusters
  Score: Raw -3663597.311648 + Penalty 3352.106013 = -3660245.205635
  nChanged 1287
		SP:Iteration 6Q (217648.170000 sec): 3 clusters
  Score: Raw -3664080.741764 + Penalty 3352.106013 = -3660728.635751
  nChanged 1182
		SP:Iteration 7Q (217648.500000 sec): 3 clusters
  Score: Raw -3664513.837697 + Penalty 3352.106013 = -3661161.731684
  nChanged 1093
		SP:Iteration 8Q (217648.840000 sec): 3 clusters
  Score: Raw -3664897.742752 + Penalty 3352.106013 = -3661545.636739
  nChanged 1028
		SP:Iteration 9Q (217649.170000 sec): 3 clusters
  Score: Raw -3665289.088720 + Penalty 3352.106013 = -3661936.982707
  nChanged 993
		SP:Iteration 10Q (217649.500000 sec): 3 clusters
  Score: Raw -3665685.043149 + Penalty 3352.106013 = -3662332.937136
  nChanged 962
		SP:Iteration 11Q (217649.840000 sec): 3 clusters
  Score: Raw -3666075.826294 + Penalty 3352.106013 = -3662723.720281
  nChanged 941
		SP:Iteration 12Q (217650.170000 sec): 3 clusters
  Score: Raw -3666513.465402 + Penalty 3352.106013 = -3663161.359389
  nChanged 921
		SP:Iteration 13Q (217650.500000 sec): 3 clusters
  Score: Raw -3666958.031668 + Penalty 3352.106013 = -3663605.925655
  nChanged 883
		SP:Iteration 14Q (217650.820000 sec): 3 clusters
  Score: Raw -3667384.677967 + Penalty 3352.106013 = -3664032.571954
  nChanged 800
		SP:Iteration 15Q (217651.150000 sec): 3 clusters
  Score: Raw -3667768.578696 + Penalty 3352.106013 = -3664416.472683
  nChanged 755
		SP:Iteration 16Q (217651.480000 sec): 3 clusters
  Score: Raw -3668127.630717 + Penalty 3352.106013 = -3664775.524704
  nChanged 711
		SP:Iteration 17Q (217651.820000 sec): 3 clusters
  Score: Raw -3668470.823917 + Penalty 3352.106013 = -3665118.717904
  nChanged 706
		SP:Iteration 18Q (217652.140000 sec): 3 clusters
  Score: Raw -3668820.579492 + Penalty 3352.106013 = -3665468.473479
  nChanged 695
		SP:Iteration 19Q (217652.480000 sec): 3 clusters
  Score: Raw -3669188.501583 + Penalty 3352.106013 = -3665836.395570
  nChanged 691
		SP:Iteration 20F (217652.830000 sec): 3 clusters
  Score: Raw -3669585.249048 + Penalty 3352.106013 = -3666233.143035
  nChanged 684
		SP:Iteration 21Q (217653.140000 sec): 3 clusters
  Score: Raw -3669994.966260 + Penalty 3352.106013 = -3666642.860247
  nChanged 623
		SP:Iteration 22Q (217653.480000 sec): 3 clusters
  Score: Raw -3670383.688192 + Penalty 3352.106013 = -3667031.582179
  nChanged 523
		SP:Iteration 23Q (217653.800000 sec): 3 clusters
  Score: Raw -3670724.621837 + Penalty 3352.106013 = -3667372.515824
  nChanged 451
		SP:Iteration 24Q (217654.130000 sec): 3 clusters
  Score: Raw -3671021.447651 + Penalty 3352.106013 = -3667669.341638
  nChanged 407
		SP:Iteration 25Q (217654.460000 sec): 3 clusters
  Score: Raw -3671288.572056 + Penalty 3352.106013 = -3667936.466043
  nChanged 316
		SP:Iteration 26Q (217654.800000 sec): 3 clusters
  Score: Raw -3671507.369347 + Penalty 3352.106013 = -3668155.263334
  nChanged 245
		SP:Iteration 27Q (217655.120000 sec): 3 clusters
  Score: Raw -3671679.608131 + Penalty 3352.106013 = -3668327.502118
  nChanged 170
		SP:Iteration 28Q (217655.470000 sec): 3 clusters
  Score: Raw -3671799.542607 + Penalty 3352.106013 = -3668447.436594
  nChanged 134
		SP:Iteration 29Q (217655.810000 sec): 3 clusters
  Score: Raw -3671897.433669 + Penalty 3352.106013 = -3668545.327656
  nChanged 99
		SP:Iteration 30Q (217656.120000 sec): 3 clusters
  Score: Raw -3671962.064738 + Penalty 3352.106013 = -3668609.958725
  nChanged 67
		SP:Iteration 31Q (217656.460000 sec): 3 clusters
  Score: Raw -3672005.023673 + Penalty 3352.106013 = -3668652.917660
  nChanged 55
		SP:Iteration 32Q (217656.800000 sec): 3 clusters
  Score: Raw -3672039.149644 + Penalty 3352.106013 = -3668687.043631
  nChanged 39
		SP:Iteration 33Q (217657.130000 sec): 3 clusters
  Score: Raw -3672066.681452 + Penalty 3352.106013 = -3668714.575439
  nChanged 30
		SP:Iteration 34Q (217657.470000 sec): 3 clusters
  Score: Raw -3672082.757029 + Penalty 3352.106013 = -3668730.651016
  nChanged 28
		SP:Iteration 35Q (217657.800000 sec): 3 clusters
  Score: Raw -3672100.949963 + Penalty 3352.106013 = -3668748.843950
  nChanged 20
		SP:Iteration 36Q (217658.140000 sec): 3 clusters
  Score: Raw -3672111.964826 + Penalty 3352.106013 = -3668759.858813
  nChanged 14
		SP:Iteration 37Q (217658.500000 sec): 3 clusters
  Score: Raw -3672122.247091 + Penalty 3352.106013 = -3668770.141078
  nChanged 14
		SP:Iteration 38Q (217658.820000 sec): 3 clusters
  Score: Raw -3672133.557717 + Penalty 3352.106013 = -3668781.451704
  nChanged 12
		SP:Iteration 39Q (217659.150000 sec): 3 clusters
  Score: Raw -3672139.358005 + Penalty 3352.106013 = -3668787.251992
  nChanged 3
		SP:Iteration 40F (217659.520000 sec): 3 clusters
  Score: Raw -3672141.387260 + Penalty 3352.106013 = -3668789.281247
  nChanged 7
		SP:Iteration 41Q (217659.840000 sec): 3 clusters
  Score: Raw -3672144.383445 + Penalty 3352.106013 = -3668792.277432
  nChanged 4
		SP:Iteration 42Q (217660.150000 sec): 3 clusters
  Score: Raw -3672147.902118 + Penalty 3352.106013 = -3668795.796105
  nChanged 5
		SP:Iteration 43Q (217660.480000 sec): 3 clusters
  Score: Raw -3672152.027827 + Penalty 3352.106013 = -3668799.921814
  nChanged 11
		SP:Iteration 44Q (217660.820000 sec): 3 clusters
  Score: Raw -3672159.582680 + Penalty 3352.106013 = -3668807.476667
  nChanged 5
		SP:Iteration 45Q (217661.150000 sec): 3 clusters
  Score: Raw -3672162.241478 + Penalty 3352.106013 = -3668810.135465
  nChanged 5
		SP:Iteration 46Q (217661.490000 sec): 3 clusters
  Score: Raw -3672165.750826 + Penalty 3352.106013 = -3668813.644813
  nChanged 4
		SP:Iteration 47Q (217661.820000 sec): 3 clusters
  Score: Raw -3672168.324933 + Penalty 3352.106013 = -3668816.218920
  nChanged 7
		SP:Iteration 48Q (217662.140000 sec): 3 clusters
  Score: Raw -3672171.878409 + Penalty 3352.106013 = -3668819.772396
  nChanged 4
		SP:Iteration 49Q (217662.480000 sec): 3 clusters
  Score: Raw -3672174.224564 + Penalty 3352.106013 = -3668822.118551
  nChanged 4
		SP:Iteration 50Q (217662.800000 sec): 3 clusters
  Score: Raw -3672176.718122 + Penalty 3352.106013 = -3668824.612109
  nChanged 9
		SP:Iteration 51Q (217663.080000 sec): 3 clusters
  Score: Raw -3672180.334797 + Penalty 3352.106013 = -3668828.228784
  nChanged 4
		SP:Iteration 52Q (217663.400000 sec): 3 clusters
  Score: Raw -3672182.486939 + Penalty 3352.106013 = -3668830.380926
  nChanged 4
		SP:Iteration 53Q (217663.710000 sec): 3 clusters
  Score: Raw -3672184.976793 + Penalty 3352.106013 = -3668832.870780
  nChanged 5
		SP:Iteration 54Q (217664.040000 sec): 3 clusters
  Score: Raw -3672188.681921 + Penalty 3352.106013 = -3668836.575908
  nChanged 2
		SP:Iteration 55Q (217664.380000 sec): 3 clusters
  Score: Raw -3672191.165778 + Penalty 3352.106013 = -3668839.059765
  nChanged 5
		SP:Iteration 56Q (217664.710000 sec): 3 clusters
  Score: Raw -3672194.859705 + Penalty 3352.106013 = -3668842.753692
  nChanged 4
		SP:Iteration 57Q (217665.040000 sec): 3 clusters
  Score: Raw -3672199.651547 + Penalty 3352.106013 = -3668847.545534
  nChanged 9
		SP:Iteration 58Q (217665.380000 sec): 3 clusters
  Score: Raw -3672207.751562 + Penalty 3352.106013 = -3668855.645549
  nChanged 10
		SP:Iteration 59Q (217665.710000 sec): 3 clusters
  Score: Raw -3672212.361657 + Penalty 3352.106013 = -3668860.255644
  nChanged 6
		SP:Iteration 60F (217666.090000 sec): 3 clusters
  Score: Raw -3672218.930313 + Penalty 3352.106013 = -3668866.824300
  nChanged 7
		SP:Iteration 61Q (217666.400000 sec): 3 clusters
  Score: Raw -3672222.336393 + Penalty 3352.106013 = -3668870.230380
  nChanged 6
		SP:Iteration 62Q (217666.730000 sec): 3 clusters
  Score: Raw -3672227.618988 + Penalty 3352.106013 = -3668875.512975
  nChanged 9
		SP:Iteration 63Q (217667.060000 sec): 3 clusters
  Score: Raw -3672234.147507 + Penalty 3352.106013 = -3668882.041494
  nChanged 6
		SP:Iteration 64Q (217667.400000 sec): 3 clusters
  Score: Raw -3672239.575440 + Penalty 3352.106013 = -3668887.469427
  nChanged 5
		SP:Iteration 65Q (217667.730000 sec): 3 clusters
  Score: Raw -3672243.037765 + Penalty 3352.106013 = -3668890.931752
  nChanged 1
		SP:Iteration 66Q (217668.060000 sec): 3 clusters
  Score: Raw -3672243.377107 + Penalty 3352.106013 = -3668891.271094
  nChanged 2
		SP:Iteration 67Q (217668.400000 sec): 3 clusters
  Score: Raw -3672244.919608 + Penalty 3352.106013 = -3668892.813595
  nChanged 2
		SP:Iteration 68Q (217668.730000 sec): 3 clusters
  Score: Raw -3672245.868742 + Penalty 3352.106013 = -3668893.762729
  nChanged 1
		SP:Iteration 69Q (217669.060000 sec): 3 clusters
  Score: Raw -3672246.532736 + Penalty 3352.106013 = -3668894.426723
  nChanged 0
		SP:Iteration 70F (217669.440000 sec): 3 clusters
  Score: Raw -3672246.532736 + Penalty 3352.106013 = -3668894.426723
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 55 (5258 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (217669.510000 sec): 2 clusters
  Score: Raw -634785.516972 + Penalty 1392.219726 = -633393.297246
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (217669.640000 sec): 3 clusters
  Score: Raw -632082.030102 + Penalty 2784.439452 = -629297.590650
  nChanged 2154
		SP:Iteration 1F (217669.730000 sec): 3 clusters
  Score: Raw -633300.289534 + Penalty 2784.439452 = -630515.850083
  nChanged 360
		SP:Iteration 2F (217669.820000 sec): 3 clusters
  Score: Raw -633474.484678 + Penalty 2784.439452 = -630690.045227
  nChanged 259
		SP:Iteration 3Q (217669.910000 sec): 3 clusters
  Score: Raw -633601.407563 + Penalty 2784.439452 = -630816.968111
  nChanged 208
		SP:Iteration 4Q (217670.010000 sec): 3 clusters
  Score: Raw -633696.767551 + Penalty 2784.439452 = -630912.328100
  nChanged 188
		SP:Iteration 5Q (217670.100000 sec): 3 clusters
  Score: Raw -633784.702381 + Penalty 2784.439452 = -631000.262929
  nChanged 179
		SP:Iteration 6Q (217670.190000 sec): 3 clusters
  Score: Raw -633869.005204 + Penalty 2784.439452 = -631084.565752
  nChanged 159
		SP:Iteration 7Q (217670.300000 sec): 3 clusters
  Score: Raw -633954.777601 + Penalty 2784.439452 = -631170.338149
  nChanged 157
		SP:Iteration 8Q (217670.390000 sec): 3 clusters
  Score: Raw -634021.842093 + Penalty 2784.439452 = -631237.402641
  nChanged 136
		SP:Iteration 9Q (217670.480000 sec): 3 clusters
  Score: Raw -634085.103335 + Penalty 2784.439452 = -631300.663883
  nChanged 122
		SP:Iteration 10Q (217670.570000 sec): 3 clusters
  Score: Raw -634141.115693 + Penalty 2784.439452 = -631356.676241
  nChanged 123
		SP:Iteration 11Q (217670.660000 sec): 3 clusters
  Score: Raw -634189.181941 + Penalty 2784.439452 = -631404.742489
  nChanged 93
		SP:Iteration 12Q (217670.750000 sec): 3 clusters
  Score: Raw -634227.516265 + Penalty 2784.439452 = -631443.076814
  nChanged 103
		SP:Iteration 13Q (217670.840000 sec): 3 clusters
  Score: Raw -634270.683227 + Penalty 2784.439452 = -631486.243775
  nChanged 93
		SP:Iteration 14Q (217670.930000 sec): 3 clusters
  Score: Raw -634311.595088 + Penalty 2784.439452 = -631527.155636
  nChanged 85
		SP:Iteration 15Q (217671.030000 sec): 3 clusters
  Score: Raw -634339.489344 + Penalty 2784.439452 = -631555.049893
  nChanged 63
		SP:Iteration 16Q (217671.120000 sec): 3 clusters
  Score: Raw -634358.712286 + Penalty 2784.439452 = -631574.272835
  nChanged 58
		SP:Iteration 17Q (217671.210000 sec): 3 clusters
  Score: Raw -634378.438184 + Penalty 2784.439452 = -631593.998732
  nChanged 61
		SP:Iteration 18Q (217671.300000 sec): 3 clusters
  Score: Raw -634399.569734 + Penalty 2784.439452 = -631615.130282
  nChanged 63
		SP:Iteration 19Q (217671.390000 sec): 3 clusters
  Score: Raw -634420.649081 + Penalty 2784.439452 = -631636.209629
  nChanged 57
		SP:Iteration 20F (217671.480000 sec): 3 clusters
  Score: Raw -634439.761614 + Penalty 2784.439452 = -631655.322163
  nChanged 44
		SP:Iteration 21Q (217671.570000 sec): 3 clusters
  Score: Raw -634453.001641 + Penalty 2784.439452 = -631668.562189
  nChanged 38
		SP:Iteration 22Q (217671.660000 sec): 3 clusters
  Score: Raw -634461.661544 + Penalty 2784.439452 = -631677.222093
  nChanged 26
		SP:Iteration 23Q (217671.750000 sec): 3 clusters
  Score: Raw -634467.168564 + Penalty 2784.439452 = -631682.729112
  nChanged 19
		SP:Iteration 24Q (217671.850000 sec): 3 clusters
  Score: Raw -634472.013654 + Penalty 2784.439452 = -631687.574203
  nChanged 14
		SP:Iteration 25Q (217671.940000 sec): 3 clusters
  Score: Raw -634474.739361 + Penalty 2784.439452 = -631690.299909
  nChanged 13
		SP:Iteration 26Q (217672.030000 sec): 3 clusters
  Score: Raw -634476.809831 + Penalty 2784.439452 = -631692.370379
  nChanged 5
		SP:Iteration 27Q (217672.120000 sec): 3 clusters
  Score: Raw -634477.345546 + Penalty 2784.439452 = -631692.906095
  nChanged 8
		SP:Iteration 28Q (217672.210000 sec): 3 clusters
  Score: Raw -634479.370750 + Penalty 2784.439452 = -631694.931298
  nChanged 12
		SP:Iteration 29Q (217672.300000 sec): 3 clusters
  Score: Raw -634482.259994 + Penalty 2784.439452 = -631697.820542
  nChanged 12
		SP:Iteration 30Q (217672.390000 sec): 3 clusters
  Score: Raw -634484.642814 + Penalty 2784.439452 = -631700.203362
  nChanged 12
		SP:Iteration 31Q (217672.490000 sec): 3 clusters
  Score: Raw -634487.961748 + Penalty 2784.439452 = -631703.522296
  nChanged 12
		SP:Iteration 32Q (217672.570000 sec): 3 clusters
  Score: Raw -634490.482986 + Penalty 2784.439452 = -631706.043535
  nChanged 16
		SP:Iteration 33Q (217672.670000 sec): 3 clusters
  Score: Raw -634493.652217 + Penalty 2784.439452 = -631709.212766
  nChanged 11
		SP:Iteration 34Q (217672.760000 sec): 3 clusters
  Score: Raw -634495.672810 + Penalty 2784.439452 = -631711.233359
  nChanged 9
		SP:Iteration 35Q (217672.850000 sec): 3 clusters
  Score: Raw -634497.275459 + Penalty 2784.439452 = -631712.836007
  nChanged 2
		SP:Iteration 36Q (217672.940000 sec): 3 clusters
  Score: Raw -634497.433148 + Penalty 2784.439452 = -631712.993696
  nChanged 3
		SP:Iteration 37Q (217673.030000 sec): 3 clusters
  Score: Raw -634497.963548 + Penalty 2784.439452 = -631713.524097
  nChanged 1
		SP:Iteration 38Q (217673.120000 sec): 3 clusters
  Score: Raw -634498.041588 + Penalty 2784.439452 = -631713.602137
  nChanged 1
		SP:Iteration 39Q (217673.210000 sec): 3 clusters
  Score: Raw -634498.314949 + Penalty 2784.439452 = -631713.875497
  nChanged 5
		SP:Iteration 40F (217673.310000 sec): 3 clusters
  Score: Raw -634498.861488 + Penalty 2784.439452 = -631714.422036
  nChanged 4
		SP:Iteration 41Q (217673.390000 sec): 3 clusters
  Score: Raw -634499.637797 + Penalty 2784.439452 = -631715.198346
  nChanged 4
		SP:Iteration 42Q (217673.490000 sec): 3 clusters
  Score: Raw -634500.503248 + Penalty 2784.439452 = -631716.063796
  nChanged 2
		SP:Iteration 43Q (217673.580000 sec): 3 clusters
  Score: Raw -634501.019067 + Penalty 2784.439452 = -631716.579616
  nChanged 2
		SP:Iteration 44Q (217673.670000 sec): 3 clusters
  Score: Raw -634501.566668 + Penalty 2784.439452 = -631717.127216
  nChanged 5
		SP:Iteration 45Q (217673.760000 sec): 3 clusters
  Score: Raw -634503.326643 + Penalty 2784.439452 = -631718.887191
  nChanged 7
		SP:Iteration 46Q (217673.850000 sec): 3 clusters
  Score: Raw -634504.232648 + Penalty 2784.439452 = -631719.793196
  nChanged 3
		SP:Iteration 47Q (217673.940000 sec): 3 clusters
  Score: Raw -634505.023910 + Penalty 2784.439452 = -631720.584458
  nChanged 6
		SP:Iteration 48Q (217674.030000 sec): 3 clusters
  Score: Raw -634506.716276 + Penalty 2784.439452 = -631722.276824
  nChanged 4
		SP:Iteration 49Q (217674.120000 sec): 3 clusters
  Score: Raw -634507.231280 + Penalty 2784.439452 = -631722.791829
  nChanged 4
		SP:Iteration 50Q (217674.210000 sec): 3 clusters
  Score: Raw -634507.899812 + Penalty 2784.439452 = -631723.460361
  nChanged 4
		SP:Iteration 51Q (217674.310000 sec): 3 clusters
  Score: Raw -634508.770899 + Penalty 2784.439452 = -631724.331448
  nChanged 4
		SP:Iteration 52Q (217674.530000 sec): 3 clusters
  Score: Raw -634510.173968 + Penalty 2784.439452 = -631725.734516
  nChanged 10
		SP:Iteration 53Q (217674.590000 sec): 3 clusters
  Score: Raw -634512.048832 + Penalty 2784.439452 = -631727.609380
  nChanged 14
		SP:Iteration 54Q (217674.690000 sec): 3 clusters
  Score: Raw -634514.436075 + Penalty 2784.439452 = -631729.996624
  nChanged 8
		SP:Iteration 55Q (217674.780000 sec): 3 clusters
  Score: Raw -634516.105847 + Penalty 2784.439452 = -631731.666395
  nChanged 6
		SP:Iteration 56Q (217674.870000 sec): 3 clusters
  Score: Raw -634517.207481 + Penalty 2784.439452 = -631732.768029
  nChanged 6
		SP:Iteration 57Q (217674.960000 sec): 3 clusters
  Score: Raw -634517.904485 + Penalty 2784.439452 = -631733.465033
  nChanged 3
		SP:Iteration 58Q (217675.090000 sec): 3 clusters
  Score: Raw -634518.469660 + Penalty 2784.439452 = -631734.030208
  nChanged 4
		SP:Iteration 59Q (217675.190000 sec): 3 clusters
  Score: Raw -634519.196591 + Penalty 2784.439452 = -631734.757139
  nChanged 2
		SP:Iteration 60F (217675.280000 sec): 3 clusters
  Score: Raw -634519.620905 + Penalty 2784.439452 = -631735.181453
  nChanged 6
		SP:Iteration 61Q (217675.370000 sec): 3 clusters
  Score: Raw -634520.741313 + Penalty 2784.439452 = -631736.301861
  nChanged 6
		SP:Iteration 62Q (217675.460000 sec): 3 clusters
  Score: Raw -634521.720842 + Penalty 2784.439452 = -631737.281391
  nChanged 3
		SP:Iteration 63Q (217675.550000 sec): 3 clusters
  Score: Raw -634522.235294 + Penalty 2784.439452 = -631737.795842
  nChanged 1
		SP:Iteration 64Q (217675.640000 sec): 3 clusters
  Score: Raw -634522.274752 + Penalty 2784.439452 = -631737.835300
  nChanged 1
		SP:Iteration 65Q (217675.740000 sec): 3 clusters
  Score: Raw -634522.380694 + Penalty 2784.439452 = -631737.941243
  nChanged 1
		SP:Iteration 66Q (217675.820000 sec): 3 clusters
  Score: Raw -634522.637023 + Penalty 2784.439452 = -631738.197571
  nChanged 3
		SP:Iteration 67Q (217675.920000 sec): 3 clusters
  Score: Raw -634523.026766 + Penalty 2784.439452 = -631738.587315
  nChanged 0
		SP:Iteration 68F (217676.010000 sec): 3 clusters
  Score: Raw -634523.026766 + Penalty 2784.439452 = -631738.587315
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 56 (2813 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (217676.080000 sec): 2 clusters
  Score: Raw -312084.545501 + Penalty 1290.576106 = -310793.969395
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (217676.130000 sec): 3 clusters
  Score: Raw -310779.045616 + Penalty 2581.152213 = -308197.893403
  nChanged 1056
		SP:Iteration 1F (217676.190000 sec): 3 clusters
  Score: Raw -311421.818775 + Penalty 2581.152213 = -308840.666562
  nChanged 219
		SP:Iteration 2F (217676.240000 sec): 3 clusters
  Score: Raw -311538.072431 + Penalty 2581.152213 = -308956.920218
  nChanged 110
		SP:Iteration 3Q (217676.300000 sec): 3 clusters
  Score: Raw -311584.610791 + Penalty 2581.152213 = -309003.458578
  nChanged 71
		SP:Iteration 4Q (217676.350000 sec): 3 clusters
  Score: Raw -311624.266970 + Penalty 2581.152213 = -309043.114757
  nChanged 82
		SP:Iteration 5Q (217676.410000 sec): 3 clusters
  Score: Raw -311671.814500 + Penalty 2581.152213 = -309090.662287
  nChanged 74
		SP:Iteration 6Q (217676.460000 sec): 3 clusters
  Score: Raw -311722.984436 + Penalty 2581.152213 = -309141.832223
  nChanged 85
		SP:Iteration 7Q (217676.510000 sec): 3 clusters
  Score: Raw -311772.942689 + Penalty 2581.152213 = -309191.790476
  nChanged 67
		SP:Iteration 8Q (217676.570000 sec): 3 clusters
  Score: Raw -311814.721282 + Penalty 2581.152213 = -309233.569070
  nChanged 66
		SP:Iteration 9Q (217676.620000 sec): 3 clusters
  Score: Raw -311869.596996 + Penalty 2581.152213 = -309288.444783
  nChanged 74
		SP:Iteration 10Q (217676.680000 sec): 3 clusters
  Score: Raw -311935.086288 + Penalty 2581.152213 = -309353.934075
  nChanged 85
		SP:Iteration 11Q (217676.730000 sec): 3 clusters
  Score: Raw -311997.157257 + Penalty 2581.152213 = -309416.005044
  nChanged 75
		SP:Iteration 12Q (217676.790000 sec): 3 clusters
  Score: Raw -312061.873593 + Penalty 2581.152213 = -309480.721380
  nChanged 77
		SP:Iteration 13Q (217676.840000 sec): 3 clusters
  Score: Raw -312129.000459 + Penalty 2581.152213 = -309547.848246
  nChanged 77
		SP:Iteration 14Q (217676.890000 sec): 3 clusters
  Score: Raw -312195.150237 + Penalty 2581.152213 = -309613.998025
  nChanged 84
		SP:Iteration 15Q (217676.950000 sec): 3 clusters
  Score: Raw -312253.727297 + Penalty 2581.152213 = -309672.575085
  nChanged 76
		SP:Iteration 16Q (217677.000000 sec): 3 clusters
  Score: Raw -312314.681310 + Penalty 2581.152213 = -309733.529098
  nChanged 72
		SP:Iteration 17Q (217677.050000 sec): 3 clusters
  Score: Raw -312368.965076 + Penalty 2581.152213 = -309787.812864
  nChanged 62
		SP:Iteration 18Q (217677.110000 sec): 3 clusters
  Score: Raw -312406.887478 + Penalty 2581.152213 = -309825.735265
  nChanged 48
		SP:Iteration 19Q (217677.160000 sec): 3 clusters
  Score: Raw -312436.397138 + Penalty 2581.152213 = -309855.244925
  nChanged 32
		SP:Iteration 20F (217677.220000 sec): 3 clusters
  Score: Raw -312460.181422 + Penalty 2581.152213 = -309879.029210
  nChanged 34
		SP:Iteration 21Q (217677.270000 sec): 3 clusters
  Score: Raw -312481.528796 + Penalty 2581.152213 = -309900.376584
  nChanged 34
		SP:Iteration 22Q (217677.320000 sec): 3 clusters
  Score: Raw -312500.834721 + Penalty 2581.152213 = -309919.682508
  nChanged 32
		SP:Iteration 23Q (217677.370000 sec): 3 clusters
  Score: Raw -312518.391863 + Penalty 2581.152213 = -309937.239650
  nChanged 24
		SP:Iteration 24Q (217677.430000 sec): 3 clusters
  Score: Raw -312529.399258 + Penalty 2581.152213 = -309948.247046
  nChanged 21
		SP:Iteration 25Q (217677.480000 sec): 3 clusters
  Score: Raw -312540.778968 + Penalty 2581.152213 = -309959.626755
  nChanged 16
		SP:Iteration 26Q (217677.530000 sec): 3 clusters
  Score: Raw -312548.157730 + Penalty 2581.152213 = -309967.005518
  nChanged 15
		SP:Iteration 27Q (217677.590000 sec): 3 clusters
  Score: Raw -312554.319010 + Penalty 2581.152213 = -309973.166797
  nChanged 11
		SP:Iteration 28Q (217677.640000 sec): 3 clusters
  Score: Raw -312557.913293 + Penalty 2581.152213 = -309976.761081
  nChanged 5
		SP:Iteration 29Q (217677.690000 sec): 3 clusters
  Score: Raw -312562.111256 + Penalty 2581.152213 = -309980.959043
  nChanged 9
		SP:Iteration 30Q (217677.750000 sec): 3 clusters
  Score: Raw -312568.958402 + Penalty 2581.152213 = -309987.806189
  nChanged 8
		SP:Iteration 31Q (217677.800000 sec): 3 clusters
  Score: Raw -312571.595628 + Penalty 2581.152213 = -309990.443415
  nChanged 6
		SP:Iteration 32Q (217677.850000 sec): 3 clusters
  Score: Raw -312573.873173 + Penalty 2581.152213 = -309992.720961
  nChanged 7
		SP:Iteration 33Q (217677.910000 sec): 3 clusters
  Score: Raw -312576.574612 + Penalty 2581.152213 = -309995.422399
  nChanged 10
		SP:Iteration 34Q (217677.960000 sec): 3 clusters
  Score: Raw -312580.294102 + Penalty 2581.152213 = -309999.141889
  nChanged 6
		SP:Iteration 35Q (217678.010000 sec): 3 clusters
  Score: Raw -312583.501857 + Penalty 2581.152213 = -310002.349644
  nChanged 8
		SP:Iteration 36Q (217678.070000 sec): 3 clusters
  Score: Raw -312586.642319 + Penalty 2581.152213 = -310005.490107
  nChanged 7
		SP:Iteration 37Q (217678.120000 sec): 3 clusters
  Score: Raw -312589.870772 + Penalty 2581.152213 = -310008.718559
  nChanged 8
		SP:Iteration 38Q (217678.170000 sec): 3 clusters
  Score: Raw -312592.133169 + Penalty 2581.152213 = -310010.980956
  nChanged 4
		SP:Iteration 39Q (217678.230000 sec): 3 clusters
  Score: Raw -312593.162822 + Penalty 2581.152213 = -310012.010609
  nChanged 5
		SP:Iteration 40F (217678.280000 sec): 3 clusters
  Score: Raw -312594.566959 + Penalty 2581.152213 = -310013.414747
  nChanged 4
		SP:Iteration 41Q (217678.330000 sec): 3 clusters
  Score: Raw -312595.992114 + Penalty 2581.152213 = -310014.839901
  nChanged 2
		SP:Iteration 42Q (217678.380000 sec): 3 clusters
  Score: Raw -312597.691432 + Penalty 2581.152213 = -310016.539219
  nChanged 7
		SP:Iteration 43Q (217678.440000 sec): 3 clusters
  Score: Raw -312600.713109 + Penalty 2581.152213 = -310019.560896
  nChanged 10
		SP:Iteration 44Q (217678.490000 sec): 3 clusters
  Score: Raw -312606.399805 + Penalty 2581.152213 = -310025.247592
  nChanged 10
		SP:Iteration 45Q (217678.540000 sec): 3 clusters
  Score: Raw -312610.742953 + Penalty 2581.152213 = -310029.590740
  nChanged 11
		SP:Iteration 46Q (217678.590000 sec): 3 clusters
  Score: Raw -312616.848694 + Penalty 2581.152213 = -310035.696481
  nChanged 10
		SP:Iteration 47Q (217678.650000 sec): 3 clusters
  Score: Raw -312621.879720 + Penalty 2581.152213 = -310040.727507
  nChanged 11
		SP:Iteration 48Q (217678.700000 sec): 3 clusters
  Score: Raw -312626.642424 + Penalty 2581.152213 = -310045.490211
  nChanged 6
		SP:Iteration 49Q (217678.750000 sec): 3 clusters
  Score: Raw -312628.578732 + Penalty 2581.152213 = -310047.426519
  nChanged 5
		SP:Iteration 50Q (217678.810000 sec): 3 clusters
  Score: Raw -312631.640407 + Penalty 2581.152213 = -310050.488194
  nChanged 6
		SP:Iteration 51Q (217678.860000 sec): 3 clusters
  Score: Raw -312633.949958 + Penalty 2581.152213 = -310052.797746
  nChanged 7
		SP:Iteration 52Q (217678.910000 sec): 3 clusters
  Score: Raw -312636.503136 + Penalty 2581.152213 = -310055.350924
  nChanged 10
		SP:Iteration 53Q (217678.960000 sec): 3 clusters
  Score: Raw -312640.382842 + Penalty 2581.152213 = -310059.230629
  nChanged 11
		SP:Iteration 54Q (217679.010000 sec): 3 clusters
  Score: Raw -312647.053535 + Penalty 2581.152213 = -310065.901322
  nChanged 14
		SP:Iteration 55Q (217679.070000 sec): 3 clusters
  Score: Raw -312653.767475 + Penalty 2581.152213 = -310072.615262
  nChanged 15
		SP:Iteration 56Q (217679.120000 sec): 3 clusters
  Score: Raw -312663.572289 + Penalty 2581.152213 = -310082.420076
  nChanged 13
		SP:Iteration 57Q (217679.170000 sec): 3 clusters
  Score: Raw -312669.458699 + Penalty 2581.152213 = -310088.306486
  nChanged 8
		SP:Iteration 58Q (217679.230000 sec): 3 clusters
  Score: Raw -312672.423316 + Penalty 2581.152213 = -310091.271104
  nChanged 6
		SP:Iteration 59Q (217679.280000 sec): 3 clusters
  Score: Raw -312674.603012 + Penalty 2581.152213 = -310093.450799
  nChanged 5
		SP:Iteration 60F (217679.330000 sec): 3 clusters
  Score: Raw -312675.694802 + Penalty 2581.152213 = -310094.542589
  nChanged 3
		SP:Iteration 61Q (217679.390000 sec): 3 clusters
  Score: Raw -312676.842806 + Penalty 2581.152213 = -310095.690593
  nChanged 6
		SP:Iteration 62Q (217679.440000 sec): 3 clusters
  Score: Raw -312678.698730 + Penalty 2581.152213 = -310097.546517
  nChanged 4
		SP:Iteration 63Q (217679.490000 sec): 3 clusters
  Score: Raw -312679.775963 + Penalty 2581.152213 = -310098.623750
  nChanged 3
		SP:Iteration 64Q (217679.540000 sec): 3 clusters
  Score: Raw -312680.538691 + Penalty 2581.152213 = -310099.386478
  nChanged 2
		SP:Iteration 65Q (217679.600000 sec): 3 clusters
  Score: Raw -312680.918427 + Penalty 2581.152213 = -310099.766214
  nChanged 1
		SP:Iteration 66Q (217679.650000 sec): 3 clusters
  Score: Raw -312681.065415 + Penalty 2581.152213 = -310099.913202
  nChanged 1
		SP:Iteration 67Q (217679.700000 sec): 3 clusters
  Score: Raw -312681.197982 + Penalty 2581.152213 = -310100.045769
  nChanged 1
		SP:Iteration 68Q (217679.750000 sec): 3 clusters
  Score: Raw -312681.568656 + Penalty 2581.152213 = -310100.416443
  nChanged 2
		SP:Iteration 69Q (217679.810000 sec): 3 clusters
  Score: Raw -312682.272975 + Penalty 2581.152213 = -310101.120763
  nChanged 1
		SP:Iteration 70Q (217679.860000 sec): 3 clusters
  Score: Raw -312682.576733 + Penalty 2581.152213 = -310101.424521
  nChanged 0
		SP:Iteration 71F (217679.910000 sec): 3 clusters
  Score: Raw -312682.576733 + Penalty 2581.152213 = -310101.424521
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 57 (7007 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (217680.010000 sec): 2 clusters
  Score: Raw -828336.900855 + Penalty 1438.883051 = -826898.017804
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (217680.150000 sec): 3 clusters
  Score: Raw -824494.172141 + Penalty 2877.766102 = -821616.406039
  nChanged 2966
		SP:Iteration 1F (217680.260000 sec): 3 clusters
  Score: Raw -826130.520335 + Penalty 2877.766102 = -823252.754234
  nChanged 514
		SP:Iteration 2F (217680.370000 sec): 3 clusters
  Score: Raw -826413.072982 + Penalty 2877.766102 = -823535.306881
  nChanged 422
		SP:Iteration 3F (217680.490000 sec): 3 clusters
  Score: Raw -826647.938785 + Penalty 2877.766102 = -823770.172683
  nChanged 391
		SP:Iteration 4F (217680.600000 sec): 3 clusters
  Score: Raw -826890.072052 + Penalty 2877.766102 = -824012.305950
  nChanged 394
		SP:Iteration 5F (217680.710000 sec): 3 clusters
  Score: Raw -827162.934361 + Penalty 2877.766102 = -824285.168260
  nChanged 388
		SP:Iteration 6F (217680.830000 sec): 3 clusters
  Score: Raw -827459.832063 + Penalty 2877.766102 = -824582.065961
  nChanged 353
		SP:Iteration 7F (217680.940000 sec): 3 clusters
  Score: Raw -827714.927837 + Penalty 2877.766102 = -824837.161735
  nChanged 248
		SP:Iteration 8Q (217681.050000 sec): 3 clusters
  Score: Raw -827894.120779 + Penalty 2877.766102 = -825016.354677
  nChanged 207
		SP:Iteration 9Q (217681.160000 sec): 3 clusters
  Score: Raw -828022.959244 + Penalty 2877.766102 = -825145.193143
  nChanged 172
		SP:Iteration 10Q (217681.270000 sec): 3 clusters
  Score: Raw -828110.570913 + Penalty 2877.766102 = -825232.804811
  nChanged 145
		SP:Iteration 11Q (217681.400000 sec): 3 clusters
  Score: Raw -828182.949057 + Penalty 2877.766102 = -825305.182955
  nChanged 131
		SP:Iteration 12Q (217681.520000 sec): 3 clusters
  Score: Raw -828242.048715 + Penalty 2877.766102 = -825364.282613
  nChanged 117
		SP:Iteration 13Q (217681.650000 sec): 3 clusters
  Score: Raw -828287.297085 + Penalty 2877.766102 = -825409.530983
  nChanged 82
		SP:Iteration 14Q (217681.770000 sec): 3 clusters
  Score: Raw -828315.675298 + Penalty 2877.766102 = -825437.909196
  nChanged 63
		SP:Iteration 15Q (217681.890000 sec): 3 clusters
  Score: Raw -828333.982900 + Penalty 2877.766102 = -825456.216799
  nChanged 49
		SP:Iteration 16Q (217682.010000 sec): 3 clusters
  Score: Raw -828349.300865 + Penalty 2877.766102 = -825471.534763
  nChanged 45
		SP:Iteration 17Q (217682.140000 sec): 3 clusters
  Score: Raw -828361.211475 + Penalty 2877.766102 = -825483.445373
  nChanged 37
		SP:Iteration 18Q (217682.260000 sec): 3 clusters
  Score: Raw -828371.937520 + Penalty 2877.766102 = -825494.171419
  nChanged 34
		SP:Iteration 19Q (217682.390000 sec): 3 clusters
  Score: Raw -828382.325488 + Penalty 2877.766102 = -825504.559386
  nChanged 39
		SP:Iteration 20F (217682.510000 sec): 3 clusters
  Score: Raw -828397.442402 + Penalty 2877.766102 = -825519.676300
  nChanged 34
		SP:Iteration 21Q (217682.640000 sec): 3 clusters
  Score: Raw -828410.887131 + Penalty 2877.766102 = -825533.121029
  nChanged 36
		SP:Iteration 22Q (217682.760000 sec): 3 clusters
  Score: Raw -828423.631156 + Penalty 2877.766102 = -825545.865055
  nChanged 44
		SP:Iteration 23Q (217682.880000 sec): 3 clusters
  Score: Raw -828437.576060 + Penalty 2877.766102 = -825559.809958
  nChanged 43
		SP:Iteration 24Q (217683.000000 sec): 3 clusters
  Score: Raw -828453.027971 + Penalty 2877.766102 = -825575.261869
  nChanged 38
		SP:Iteration 25Q (217683.120000 sec): 3 clusters
  Score: Raw -828467.681252 + Penalty 2877.766102 = -825589.915151
  nChanged 45
		SP:Iteration 26Q (217683.250000 sec): 3 clusters
  Score: Raw -828483.864609 + Penalty 2877.766102 = -825606.098508
  nChanged 45
		SP:Iteration 27Q (217683.370000 sec): 3 clusters
  Score: Raw -828497.643187 + Penalty 2877.766102 = -825619.877085
  nChanged 42
		SP:Iteration 28Q (217683.490000 sec): 3 clusters
  Score: Raw -828514.779907 + Penalty 2877.766102 = -825637.013806
  nChanged 49
		SP:Iteration 29Q (217683.610000 sec): 3 clusters
  Score: Raw -828537.226148 + Penalty 2877.766102 = -825659.460046
  nChanged 47
		SP:Iteration 30Q (217683.730000 sec): 3 clusters
  Score: Raw -828559.792071 + Penalty 2877.766102 = -825682.025969
  nChanged 42
		SP:Iteration 31Q (217683.850000 sec): 3 clusters
  Score: Raw -828576.923630 + Penalty 2877.766102 = -825699.157528
  nChanged 34
		SP:Iteration 32Q (217683.970000 sec): 3 clusters
  Score: Raw -828591.192573 + Penalty 2877.766102 = -825713.426472
  nChanged 43
		SP:Iteration 33Q (217684.090000 sec): 3 clusters
  Score: Raw -828611.417797 + Penalty 2877.766102 = -825733.651695
  nChanged 50
		SP:Iteration 34Q (217684.210000 sec): 3 clusters
  Score: Raw -828631.035299 + Penalty 2877.766102 = -825753.269197
  nChanged 46
		SP:Iteration 35Q (217684.340000 sec): 3 clusters
  Score: Raw -828648.566322 + Penalty 2877.766102 = -825770.800220
  nChanged 41
		SP:Iteration 36Q (217684.460000 sec): 3 clusters
  Score: Raw -828663.973001 + Penalty 2877.766102 = -825786.206900
  nChanged 38
		SP:Iteration 37Q (217684.580000 sec): 3 clusters
  Score: Raw -828680.183750 + Penalty 2877.766102 = -825802.417649
  nChanged 49
		SP:Iteration 38Q (217684.700000 sec): 3 clusters
  Score: Raw -828699.945431 + Penalty 2877.766102 = -825822.179329
  nChanged 47
		SP:Iteration 39Q (217684.820000 sec): 3 clusters
  Score: Raw -828721.813775 + Penalty 2877.766102 = -825844.047673
  nChanged 51
		SP:Iteration 40F (217684.950000 sec): 3 clusters
  Score: Raw -828751.560690 + Penalty 2877.766102 = -825873.794589
  nChanged 55
		SP:Iteration 41Q (217685.070000 sec): 3 clusters
  Score: Raw -828780.933569 + Penalty 2877.766102 = -825903.167467
  nChanged 58
		SP:Iteration 42Q (217685.190000 sec): 3 clusters
  Score: Raw -828819.417487 + Penalty 2877.766102 = -825941.651385
  nChanged 60
		SP:Iteration 43Q (217685.310000 sec): 3 clusters
  Score: Raw -828850.337976 + Penalty 2877.766102 = -825972.571874
  nChanged 51
		SP:Iteration 44Q (217685.430000 sec): 3 clusters
  Score: Raw -828870.583602 + Penalty 2877.766102 = -825992.817500
  nChanged 38
		SP:Iteration 45Q (217685.550000 sec): 3 clusters
  Score: Raw -828885.819019 + Penalty 2877.766102 = -826008.052917
  nChanged 37
		SP:Iteration 46Q (217685.670000 sec): 3 clusters
  Score: Raw -828902.655333 + Penalty 2877.766102 = -826024.889232
  nChanged 43
		SP:Iteration 47Q (217685.790000 sec): 3 clusters
  Score: Raw -828923.336433 + Penalty 2877.766102 = -826045.570332
  nChanged 37
		SP:Iteration 48Q (217685.910000 sec): 3 clusters
  Score: Raw -828937.079114 + Penalty 2877.766102 = -826059.313012
  nChanged 32
		SP:Iteration 49Q (217686.030000 sec): 3 clusters
  Score: Raw -828948.561937 + Penalty 2877.766102 = -826070.795835
  nChanged 26
		SP:Iteration 50Q (217686.150000 sec): 3 clusters
  Score: Raw -828956.378402 + Penalty 2877.766102 = -826078.612300
  nChanged 26
		SP:Iteration 51Q (217686.280000 sec): 3 clusters
  Score: Raw -828963.995457 + Penalty 2877.766102 = -826086.229355
  nChanged 25
		SP:Iteration 52Q (217686.400000 sec): 3 clusters
  Score: Raw -828969.524994 + Penalty 2877.766102 = -826091.758892
  nChanged 16
		SP:Iteration 53Q (217686.520000 sec): 3 clusters
  Score: Raw -828974.098271 + Penalty 2877.766102 = -826096.332170
  nChanged 17
		SP:Iteration 54Q (217686.630000 sec): 3 clusters
  Score: Raw -828979.585878 + Penalty 2877.766102 = -826101.819776
  nChanged 22
		SP:Iteration 55Q (217686.760000 sec): 3 clusters
  Score: Raw -828986.598215 + Penalty 2877.766102 = -826108.832113
  nChanged 23
		SP:Iteration 56Q (217686.880000 sec): 3 clusters
  Score: Raw -828992.974000 + Penalty 2877.766102 = -826115.207898
  nChanged 23
		SP:Iteration 57Q (217687.000000 sec): 3 clusters
  Score: Raw -828998.103593 + Penalty 2877.766102 = -826120.337491
  nChanged 15
		SP:Iteration 58Q (217687.120000 sec): 3 clusters
  Score: Raw -829001.795482 + Penalty 2877.766102 = -826124.029381
  nChanged 13
		SP:Iteration 59Q (217687.240000 sec): 3 clusters
  Score: Raw -829005.073562 + Penalty 2877.766102 = -826127.307460
  nChanged 13
		SP:Iteration 60F (217687.360000 sec): 3 clusters
  Score: Raw -829007.854091 + Penalty 2877.766102 = -826130.087989
  nChanged 6
		SP:Iteration 61Q (217687.580000 sec): 3 clusters
  Score: Raw -829008.800841 + Penalty 2877.766102 = -826131.034739
  nChanged 9
		SP:Iteration 62Q (217687.690000 sec): 3 clusters
  Score: Raw -829010.987693 + Penalty 2877.766102 = -826133.221591
  nChanged 11
		SP:Iteration 63Q (217687.800000 sec): 3 clusters
  Score: Raw -829013.060649 + Penalty 2877.766102 = -826135.294548
  nChanged 10
		SP:Iteration 64Q (217687.900000 sec): 3 clusters
  Score: Raw -829014.521016 + Penalty 2877.766102 = -826136.754915
  nChanged 8
		SP:Iteration 65Q (217688.010000 sec): 3 clusters
  Score: Raw -829016.489116 + Penalty 2877.766102 = -826138.723015
  nChanged 6
		SP:Iteration 66Q (217688.120000 sec): 3 clusters
  Score: Raw -829017.775283 + Penalty 2877.766102 = -826140.009181
  nChanged 4
		SP:Iteration 67Q (217688.240000 sec): 3 clusters
  Score: Raw -829019.264763 + Penalty 2877.766102 = -826141.498661
  nChanged 7
		SP:Iteration 68Q (217688.360000 sec): 3 clusters
  Score: Raw -829020.324449 + Penalty 2877.766102 = -826142.558347
  nChanged 1
		SP:Iteration 69Q (217688.480000 sec): 3 clusters
  Score: Raw -829020.494099 + Penalty 2877.766102 = -826142.727997
  nChanged 1
		SP:Iteration 70Q (217688.600000 sec): 3 clusters
  Score: Raw -829020.622074 + Penalty 2877.766102 = -826142.855973
  nChanged 2
		SP:Iteration 71Q (217688.720000 sec): 3 clusters
  Score: Raw -829020.906554 + Penalty 2877.766102 = -826143.140452
  nChanged 1
		SP:Iteration 72Q (217688.840000 sec): 3 clusters
  Score: Raw -829021.005550 + Penalty 2877.766102 = -826143.239448
  nChanged 0
		SP:Iteration 73F (217688.960000 sec): 3 clusters
  Score: Raw -829021.005550 + Penalty 2877.766102 = -826143.239448
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 58 (4789 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (217689.050000 sec): 2 clusters
  Score: Raw -559789.173566 + Penalty 1377.037496 = -558412.136070
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (217689.150000 sec): 3 clusters
  Score: Raw -557304.901011 + Penalty 2754.074993 = -554550.826018
  nChanged 1952
		SP:Iteration 1F (217689.240000 sec): 3 clusters
  Score: Raw -558337.360995 + Penalty 2754.074993 = -555583.286003
  nChanged 333
		SP:Iteration 2F (217689.320000 sec): 3 clusters
  Score: Raw -558536.336988 + Penalty 2754.074993 = -555782.261996
  nChanged 247
		SP:Iteration 3F (217689.410000 sec): 3 clusters
  Score: Raw -558686.125862 + Penalty 2754.074993 = -555932.050869
  nChanged 227
		SP:Iteration 4Q (217689.500000 sec): 3 clusters
  Score: Raw -558865.590949 + Penalty 2754.074993 = -556111.515956
  nChanged 265
		SP:Iteration 5F (217689.590000 sec): 3 clusters
  Score: Raw -559138.522208 + Penalty 2754.074993 = -556384.447215
  nChanged 277
		SP:Iteration 6F (217689.680000 sec): 3 clusters
  Score: Raw -559463.859208 + Penalty 2754.074993 = -556709.784215
  nChanged 320
		SP:Iteration 7F (217689.760000 sec): 3 clusters
  Score: Raw -559772.145437 + Penalty 2754.074993 = -557018.070445
  nChanged 272
		SP:Iteration 8F (217689.850000 sec): 3 clusters
  Score: Raw -560009.956253 + Penalty 2754.074993 = -557255.881261
  nChanged 231
		SP:Iteration 9Q (217689.940000 sec): 3 clusters
  Score: Raw -560179.164179 + Penalty 2754.074993 = -557425.089186
  nChanged 201
		SP:Iteration 10Q (217690.020000 sec): 3 clusters
  Score: Raw -560357.684207 + Penalty 2754.074993 = -557603.609215
  nChanged 192
		SP:Iteration 11Q (217690.110000 sec): 3 clusters
  Score: Raw -560505.309618 + Penalty 2754.074993 = -557751.234625
  nChanged 157
		SP:Iteration 12Q (217690.200000 sec): 3 clusters
  Score: Raw -560618.523822 + Penalty 2754.074993 = -557864.448830
  nChanged 129
		SP:Iteration 13Q (217690.280000 sec): 3 clusters
  Score: Raw -560705.012620 + Penalty 2754.074993 = -557950.937628
  nChanged 114
		SP:Iteration 14Q (217690.370000 sec): 3 clusters
  Score: Raw -560795.271661 + Penalty 2754.074993 = -558041.196668
  nChanged 117
		SP:Iteration 15Q (217690.450000 sec): 3 clusters
  Score: Raw -560874.245803 + Penalty 2754.074993 = -558120.170811
  nChanged 97
		SP:Iteration 16Q (217690.540000 sec): 3 clusters
  Score: Raw -560931.640331 + Penalty 2754.074993 = -558177.565339
  nChanged 72
		SP:Iteration 17Q (217690.620000 sec): 3 clusters
  Score: Raw -560977.739257 + Penalty 2754.074993 = -558223.664264
  nChanged 70
		SP:Iteration 18Q (217690.710000 sec): 3 clusters
  Score: Raw -561028.491678 + Penalty 2754.074993 = -558274.416685
  nChanged 78
		SP:Iteration 19Q (217690.800000 sec): 3 clusters
  Score: Raw -561076.236833 + Penalty 2754.074993 = -558322.161840
  nChanged 69
		SP:Iteration 20F (217690.880000 sec): 3 clusters
  Score: Raw -561117.630462 + Penalty 2754.074993 = -558363.555470
  nChanged 56
		SP:Iteration 21Q (217690.970000 sec): 3 clusters
  Score: Raw -561147.462611 + Penalty 2754.074993 = -558393.387619
  nChanged 41
		SP:Iteration 22Q (217691.050000 sec): 3 clusters
  Score: Raw -561163.796892 + Penalty 2754.074993 = -558409.721899
  nChanged 36
		SP:Iteration 23Q (217691.140000 sec): 3 clusters
  Score: Raw -561178.948404 + Penalty 2754.074993 = -558424.873412
  nChanged 30
		SP:Iteration 24Q (217691.220000 sec): 3 clusters
  Score: Raw -561191.585206 + Penalty 2754.074993 = -558437.510213
  nChanged 21
		SP:Iteration 25Q (217691.300000 sec): 3 clusters
  Score: Raw -561199.062922 + Penalty 2754.074993 = -558444.987929
  nChanged 23
		SP:Iteration 26Q (217691.390000 sec): 3 clusters
  Score: Raw -561204.055050 + Penalty 2754.074993 = -558449.980057
  nChanged 14
		SP:Iteration 27Q (217691.470000 sec): 3 clusters
  Score: Raw -561206.603272 + Penalty 2754.074993 = -558452.528279
  nChanged 13
		SP:Iteration 28Q (217691.560000 sec): 3 clusters
  Score: Raw -561208.775378 + Penalty 2754.074993 = -558454.700386
  nChanged 9
		SP:Iteration 29Q (217691.640000 sec): 3 clusters
  Score: Raw -561210.653608 + Penalty 2754.074993 = -558456.578616
  nChanged 10
		SP:Iteration 30Q (217691.720000 sec): 3 clusters
  Score: Raw -561213.185441 + Penalty 2754.074993 = -558459.110448
  nChanged 14
		SP:Iteration 31Q (217691.810000 sec): 3 clusters
  Score: Raw -561216.224465 + Penalty 2754.074993 = -558462.149472
  nChanged 10
		SP:Iteration 32Q (217691.900000 sec): 3 clusters
  Score: Raw -561218.302379 + Penalty 2754.074993 = -558464.227387
  nChanged 10
		SP:Iteration 33Q (217691.980000 sec): 3 clusters
  Score: Raw -561220.426917 + Penalty 2754.074993 = -558466.351924
  nChanged 10
		SP:Iteration 34Q (217692.060000 sec): 3 clusters
  Score: Raw -561222.908729 + Penalty 2754.074993 = -558468.833736
  nChanged 10
		SP:Iteration 35Q (217692.140000 sec): 3 clusters
  Score: Raw -561225.457703 + Penalty 2754.074993 = -558471.382710
  nChanged 11
		SP:Iteration 36Q (217692.230000 sec): 3 clusters
  Score: Raw -561227.905185 + Penalty 2754.074993 = -558473.830192
  nChanged 11
		SP:Iteration 37Q (217692.310000 sec): 3 clusters
  Score: Raw -561229.582617 + Penalty 2754.074993 = -558475.507625
  nChanged 11
		SP:Iteration 38Q (217692.400000 sec): 3 clusters
  Score: Raw -561231.456570 + Penalty 2754.074993 = -558477.381578
  nChanged 9
		SP:Iteration 39Q (217692.480000 sec): 3 clusters
  Score: Raw -561233.472167 + Penalty 2754.074993 = -558479.397174
  nChanged 9
		SP:Iteration 40F (217692.570000 sec): 3 clusters
  Score: Raw -561236.072553 + Penalty 2754.074993 = -558481.997560
  nChanged 6
		SP:Iteration 41Q (217692.650000 sec): 3 clusters
  Score: Raw -561237.004258 + Penalty 2754.074993 = -558482.929265
  nChanged 4
		SP:Iteration 42Q (217692.740000 sec): 3 clusters
  Score: Raw -561237.642291 + Penalty 2754.074993 = -558483.567298
  nChanged 5
		SP:Iteration 43Q (217692.820000 sec): 3 clusters
  Score: Raw -561238.759664 + Penalty 2754.074993 = -558484.684672
  nChanged 5
		SP:Iteration 44Q (217692.900000 sec): 3 clusters
  Score: Raw -561239.508179 + Penalty 2754.074993 = -558485.433187
  nChanged 4
		SP:Iteration 45Q (217692.990000 sec): 3 clusters
  Score: Raw -561240.417809 + Penalty 2754.074993 = -558486.342816
  nChanged 2
		SP:Iteration 46Q (217693.070000 sec): 3 clusters
  Score: Raw -561240.632824 + Penalty 2754.074993 = -558486.557831
  nChanged 0
		SP:Iteration 47F (217693.160000 sec): 3 clusters
  Score: Raw -561240.632824 + Penalty 2754.074993 = -558486.557831
  nChanged 0
  Score: Raw -119184815.094253 + Penalty 281295.855392 = -118903519.238861

Splitting cluster 58 changes total score from -118904314.841654 to -118903519.238861

 So it's not getting split.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 59 (6269 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (218071.000000 sec): 2 clusters
  Score: Raw -671236.501662 + Penalty 1420.797971 = -669815.703690
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (218071.160000 sec): 3 clusters
  Score: Raw -667922.782553 + Penalty 2841.595943 = -665081.186610
  nChanged 2613
		SP:Iteration 1F (218071.260000 sec): 3 clusters
  Score: Raw -669513.875377 + Penalty 2841.595943 = -666672.279434
  nChanged 568
		SP:Iteration 2F (218071.360000 sec): 3 clusters
  Score: Raw -669954.215030 + Penalty 2841.595943 = -667112.619088
  nChanged 463
		SP:Iteration 3F (218071.460000 sec): 3 clusters
  Score: Raw -670323.129415 + Penalty 2841.595943 = -667481.533472
  nChanged 408
		SP:Iteration 4F (218071.560000 sec): 3 clusters
  Score: Raw -670623.703181 + Penalty 2841.595943 = -667782.107239
  nChanged 334
		SP:Iteration 5F (218071.660000 sec): 3 clusters
  Score: Raw -670831.858641 + Penalty 2841.595943 = -667990.262699
  nChanged 263
		SP:Iteration 6Q (218071.760000 sec): 3 clusters
  Score: Raw -670981.522033 + Penalty 2841.595943 = -668139.926090
  nChanged 230
		SP:Iteration 7Q (218071.860000 sec): 3 clusters
  Score: Raw -671096.882522 + Penalty 2841.595943 = -668255.286580
  nChanged 171
		SP:Iteration 8Q (218071.960000 sec): 3 clusters
  Score: Raw -671170.396091 + Penalty 2841.595943 = -668328.800149
  nChanged 131
		SP:Iteration 9Q (218072.060000 sec): 3 clusters
  Score: Raw -671207.320379 + Penalty 2841.595943 = -668365.724436
  nChanged 76
		SP:Iteration 10Q (218072.170000 sec): 3 clusters
  Score: Raw -671227.767151 + Penalty 2841.595943 = -668386.171209
  nChanged 48
		SP:Iteration 11Q (218072.270000 sec): 3 clusters
  Score: Raw -671241.116922 + Penalty 2841.595943 = -668399.520980
  nChanged 43
		SP:Iteration 12Q (218072.370000 sec): 3 clusters
  Score: Raw -671251.205847 + Penalty 2841.595943 = -668409.609904
  nChanged 46
		SP:Iteration 13Q (218072.470000 sec): 3 clusters
  Score: Raw -671263.460014 + Penalty 2841.595943 = -668421.864071
  nChanged 53
		SP:Iteration 14Q (218072.570000 sec): 3 clusters
  Score: Raw -671278.489121 + Penalty 2841.595943 = -668436.893179
  nChanged 54
		SP:Iteration 15Q (218072.660000 sec): 3 clusters
  Score: Raw -671290.241666 + Penalty 2841.595943 = -668448.645724
  nChanged 41
		SP:Iteration 16Q (218072.760000 sec): 3 clusters
  Score: Raw -671299.684756 + Penalty 2841.595943 = -668458.088813
  nChanged 45
		SP:Iteration 17Q (218072.860000 sec): 3 clusters
  Score: Raw -671310.956701 + Penalty 2841.595943 = -668469.360758
  nChanged 44
		SP:Iteration 18Q (218072.970000 sec): 3 clusters
  Score: Raw -671320.456743 + Penalty 2841.595943 = -668478.860801
  nChanged 34
		SP:Iteration 19Q (218073.070000 sec): 3 clusters
  Score: Raw -671327.064962 + Penalty 2841.595943 = -668485.469020
  nChanged 18
		SP:Iteration 20F (218073.170000 sec): 3 clusters
  Score: Raw -671330.601406 + Penalty 2841.595943 = -668489.005463
  nChanged 18
		SP:Iteration 21Q (218073.270000 sec): 3 clusters
  Score: Raw -671334.474517 + Penalty 2841.595943 = -668492.878574
  nChanged 23
		SP:Iteration 22Q (218073.370000 sec): 3 clusters
  Score: Raw -671339.709648 + Penalty 2841.595943 = -668498.113706
  nChanged 21
		SP:Iteration 23Q (218073.470000 sec): 3 clusters
  Score: Raw -671345.675509 + Penalty 2841.595943 = -668504.079567
  nChanged 29
		SP:Iteration 24Q (218073.580000 sec): 3 clusters
  Score: Raw -671352.830053 + Penalty 2841.595943 = -668511.234111
  nChanged 27
		SP:Iteration 25Q (218073.680000 sec): 3 clusters
  Score: Raw -671359.503337 + Penalty 2841.595943 = -668517.907394
  nChanged 26
		SP:Iteration 26Q (218073.780000 sec): 3 clusters
  Score: Raw -671365.540522 + Penalty 2841.595943 = -668523.944579
  nChanged 26
		SP:Iteration 27Q (218073.880000 sec): 3 clusters
  Score: Raw -671371.171165 + Penalty 2841.595943 = -668529.575223
  nChanged 23
		SP:Iteration 28Q (218073.990000 sec): 3 clusters
  Score: Raw -671375.758677 + Penalty 2841.595943 = -668534.162734
  nChanged 16
		SP:Iteration 29Q (218074.090000 sec): 3 clusters
  Score: Raw -671378.219204 + Penalty 2841.595943 = -668536.623262
  nChanged 16
		SP:Iteration 30Q (218074.190000 sec): 3 clusters
  Score: Raw -671381.072774 + Penalty 2841.595943 = -668539.476831
  nChanged 18
		SP:Iteration 31Q (218074.290000 sec): 3 clusters
  Score: Raw -671383.774600 + Penalty 2841.595943 = -668542.178657
  nChanged 16
		SP:Iteration 32Q (218074.390000 sec): 3 clusters
  Score: Raw -671385.986056 + Penalty 2841.595943 = -668544.390113
  nChanged 16
		SP:Iteration 33Q (218074.490000 sec): 3 clusters
  Score: Raw -671388.931538 + Penalty 2841.595943 = -668547.335596
  nChanged 15
		SP:Iteration 34Q (218074.590000 sec): 3 clusters
  Score: Raw -671391.003756 + Penalty 2841.595943 = -668549.407813
  nChanged 13
		SP:Iteration 35Q (218074.690000 sec): 3 clusters
  Score: Raw -671393.155559 + Penalty 2841.595943 = -668551.559617
  nChanged 12
		SP:Iteration 36Q (218074.790000 sec): 3 clusters
  Score: Raw -671394.945597 + Penalty 2841.595943 = -668553.349654
  nChanged 14
		SP:Iteration 37Q (218074.890000 sec): 3 clusters
  Score: Raw -671396.991264 + Penalty 2841.595943 = -668555.395321
  nChanged 5
		SP:Iteration 38Q (218074.990000 sec): 3 clusters
  Score: Raw -671397.562900 + Penalty 2841.595943 = -668555.966957
  nChanged 4
		SP:Iteration 39Q (218075.090000 sec): 3 clusters
  Score: Raw -671397.935902 + Penalty 2841.595943 = -668556.339959
  nChanged 0
		SP:Iteration 40F (218075.190000 sec): 3 clusters
  Score: Raw -671397.935902 + Penalty 2841.595943 = -668556.339959
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 60 (2966 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (218075.250000 sec): 2 clusters
  Score: Raw -317027.217545 + Penalty 1299.182547 = -315728.034997
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (218075.310000 sec): 3 clusters
  Score: Raw -315665.864158 + Penalty 2598.365095 = -313067.499063
  nChanged 1139
		SP:Iteration 1F (218075.370000 sec): 3 clusters
  Score: Raw -316393.505786 + Penalty 2598.365095 = -313795.140691
  nChanged 247
		SP:Iteration 2F (218075.430000 sec): 3 clusters
  Score: Raw -316574.001744 + Penalty 2598.365095 = -313975.636649
  nChanged 178
		SP:Iteration 3F (218075.480000 sec): 3 clusters
  Score: Raw -316696.464874 + Penalty 2598.365095 = -314098.099779
  nChanged 150
		SP:Iteration 4F (218075.530000 sec): 3 clusters
  Score: Raw -316815.441415 + Penalty 2598.365095 = -314217.076321
  nChanged 137
		SP:Iteration 5Q (218075.590000 sec): 3 clusters
  Score: Raw -316934.972764 + Penalty 2598.365095 = -314336.607669
  nChanged 143
		SP:Iteration 6Q (218075.640000 sec): 3 clusters
  Score: Raw -317054.776944 + Penalty 2598.365095 = -314456.411849
  nChanged 122
		SP:Iteration 7Q (218075.700000 sec): 3 clusters
  Score: Raw -317160.456549 + Penalty 2598.365095 = -314562.091455
  nChanged 119
		SP:Iteration 8Q (218075.750000 sec): 3 clusters
  Score: Raw -317259.570926 + Penalty 2598.365095 = -314661.205832
  nChanged 77
		SP:Iteration 9Q (218075.800000 sec): 3 clusters
  Score: Raw -317329.085541 + Penalty 2598.365095 = -314730.720446
  nChanged 70
		SP:Iteration 10Q (218075.860000 sec): 3 clusters
  Score: Raw -317383.730347 + Penalty 2598.365095 = -314785.365252
  nChanged 54
		SP:Iteration 11Q (218075.910000 sec): 3 clusters
  Score: Raw -317424.705022 + Penalty 2598.365095 = -314826.339927
  nChanged 47
		SP:Iteration 12Q (218075.970000 sec): 3 clusters
  Score: Raw -317463.771633 + Penalty 2598.365095 = -314865.406538
  nChanged 33
		SP:Iteration 13Q (218076.020000 sec): 3 clusters
  Score: Raw -317482.799015 + Penalty 2598.365095 = -314884.433920
  nChanged 30
		SP:Iteration 14Q (218076.070000 sec): 3 clusters
  Score: Raw -317498.432576 + Penalty 2598.365095 = -314900.067481
  nChanged 13
		SP:Iteration 15Q (218076.120000 sec): 3 clusters
  Score: Raw -317505.760641 + Penalty 2598.365095 = -314907.395546
  nChanged 15
		SP:Iteration 16Q (218076.170000 sec): 3 clusters
  Score: Raw -317513.046055 + Penalty 2598.365095 = -314914.680960
  nChanged 12
		SP:Iteration 17Q (218076.230000 sec): 3 clusters
  Score: Raw -317516.886230 + Penalty 2598.365095 = -314918.521135
  nChanged 7
		SP:Iteration 18Q (218076.280000 sec): 3 clusters
  Score: Raw -317520.915288 + Penalty 2598.365095 = -314922.550193
  nChanged 7
		SP:Iteration 19Q (218076.330000 sec): 3 clusters
  Score: Raw -317527.430397 + Penalty 2598.365095 = -314929.065302
  nChanged 15
		SP:Iteration 20F (218076.390000 sec): 3 clusters
  Score: Raw -317540.316670 + Penalty 2598.365095 = -314941.951575
  nChanged 12
		SP:Iteration 21Q (218076.440000 sec): 3 clusters
  Score: Raw -317558.195581 + Penalty 2598.365095 = -314959.830486
  nChanged 12
		SP:Iteration 22Q (218076.490000 sec): 3 clusters
  Score: Raw -317569.102993 + Penalty 2598.365095 = -314970.737898
  nChanged 18
		SP:Iteration 23Q (218076.550000 sec): 3 clusters
  Score: Raw -317584.883490 + Penalty 2598.365095 = -314986.518395
  nChanged 12
		SP:Iteration 24Q (218076.600000 sec): 3 clusters
  Score: Raw -317595.532532 + Penalty 2598.365095 = -314997.167437
  nChanged 12
		SP:Iteration 25Q (218076.650000 sec): 3 clusters
  Score: Raw -317601.667061 + Penalty 2598.365095 = -315003.301966
  nChanged 18
		SP:Iteration 26Q (218076.710000 sec): 3 clusters
  Score: Raw -317611.543162 + Penalty 2598.365095 = -315013.178067
  nChanged 10
		SP:Iteration 27Q (218076.760000 sec): 3 clusters
  Score: Raw -317616.379854 + Penalty 2598.365095 = -315018.014759
  nChanged 7
		SP:Iteration 28Q (218076.810000 sec): 3 clusters
  Score: Raw -317619.908445 + Penalty 2598.365095 = -315021.543350
  nChanged 3
		SP:Iteration 29Q (218076.860000 sec): 3 clusters
  Score: Raw -317621.257576 + Penalty 2598.365095 = -315022.892481
  nChanged 4
		SP:Iteration 30Q (218076.920000 sec): 3 clusters
  Score: Raw -317622.530533 + Penalty 2598.365095 = -315024.165438
  nChanged 3
		SP:Iteration 31Q (218076.970000 sec): 3 clusters
  Score: Raw -317623.985140 + Penalty 2598.365095 = -315025.620046
  nChanged 5
		SP:Iteration 32Q (218077.020000 sec): 3 clusters
  Score: Raw -317625.778443 + Penalty 2598.365095 = -315027.413348
  nChanged 2
		SP:Iteration 33Q (218077.070000 sec): 3 clusters
  Score: Raw -317627.330631 + Penalty 2598.365095 = -315028.965536
  nChanged 3
		SP:Iteration 34Q (218077.130000 sec): 3 clusters
  Score: Raw -317628.390483 + Penalty 2598.365095 = -315030.025388
  nChanged 2
		SP:Iteration 35Q (218077.180000 sec): 3 clusters
  Score: Raw -317629.794647 + Penalty 2598.365095 = -315031.429552
  nChanged 3
		SP:Iteration 36Q (218077.230000 sec): 3 clusters
  Score: Raw -317632.110411 + Penalty 2598.365095 = -315033.745316
  nChanged 7
		SP:Iteration 37Q (218077.280000 sec): 3 clusters
  Score: Raw -317635.202368 + Penalty 2598.365095 = -315036.837274
  nChanged 9
		SP:Iteration 38Q (218077.330000 sec): 3 clusters
  Score: Raw -317639.933282 + Penalty 2598.365095 = -315041.568187
  nChanged 6
		SP:Iteration 39Q (218077.390000 sec): 3 clusters
  Score: Raw -317643.751475 + Penalty 2598.365095 = -315045.386381
  nChanged 9
		SP:Iteration 40F (218077.440000 sec): 3 clusters
  Score: Raw -317650.221908 + Penalty 2598.365095 = -315051.856813
  nChanged 12
		SP:Iteration 41Q (218077.490000 sec): 3 clusters
  Score: Raw -317658.352638 + Penalty 2598.365095 = -315059.987543
  nChanged 12
		SP:Iteration 42Q (218077.550000 sec): 3 clusters
  Score: Raw -317668.144897 + Penalty 2598.365095 = -315069.779802
  nChanged 7
		SP:Iteration 43Q (218077.600000 sec): 3 clusters
  Score: Raw -317672.596582 + Penalty 2598.365095 = -315074.231487
  nChanged 7
		SP:Iteration 44Q (218077.650000 sec): 3 clusters
  Score: Raw -317675.243894 + Penalty 2598.365095 = -315076.878800
  nChanged 1
		SP:Iteration 45Q (218077.700000 sec): 3 clusters
  Score: Raw -317675.584076 + Penalty 2598.365095 = -315077.218981
  nChanged 0
		SP:Iteration 46F (218077.750000 sec): 3 clusters
  Score: Raw -317675.584076 + Penalty 2598.365095 = -315077.218981
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 61 (846 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (218077.810000 sec): 2 clusters
  Score: Raw -95674.196310 + Penalty 1095.334396 = -94578.861914
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (218077.830000 sec): 3 clusters
  Score: Raw -95435.569991 + Penalty 2190.668792 = -93244.901200
  nChanged 237
		SP:Iteration 1F (218077.840000 sec): 3 clusters
  Score: Raw -95693.054521 + Penalty 2190.668792 = -93502.385729
  nChanged 59
		SP:Iteration 2F (218077.860000 sec): 3 clusters
  Score: Raw -95757.983477 + Penalty 2190.668792 = -93567.314685
  nChanged 29
		SP:Iteration 3Q (218077.870000 sec): 3 clusters
  Score: Raw -95791.770901 + Penalty 2190.668792 = -93601.102109
  nChanged 19
		SP:Iteration 4Q (218077.890000 sec): 3 clusters
  Score: Raw -95824.411428 + Penalty 2190.668792 = -93633.742636
  nChanged 29
		SP:Iteration 5Q (218077.910000 sec): 3 clusters
  Score: Raw -95875.489035 + Penalty 2190.668792 = -93684.820243
  nChanged 25
		SP:Iteration 6Q (218077.920000 sec): 3 clusters
  Score: Raw -95919.870077 + Penalty 2190.668792 = -93729.201285
  nChanged 28
		SP:Iteration 7Q (218077.940000 sec): 3 clusters
  Score: Raw -96029.638635 + Penalty 2190.668792 = -93838.969843
  nChanged 38
		SP:Iteration 8Q (218077.950000 sec): 3 clusters
  Score: Raw -96189.943378 + Penalty 2190.668792 = -93999.274587
  nChanged 43
		SP:Iteration 9F (218077.970000 sec): 3 clusters
  Score: Raw -96314.079932 + Penalty 2190.668792 = -94123.411140
  nChanged 43
		SP:Iteration 10F (218077.990000 sec): 3 clusters
  Score: Raw -96396.874516 + Penalty 2190.668792 = -94206.205724
  nChanged 30
		SP:Iteration 11Q (218078.010000 sec): 3 clusters
  Score: Raw -96462.134620 + Penalty 2190.668792 = -94271.465828
  nChanged 20
		SP:Iteration 12Q (218078.020000 sec): 3 clusters
  Score: Raw -96530.958290 + Penalty 2190.668792 = -94340.289498
  nChanged 18
		SP:Iteration 13Q (218078.030000 sec): 3 clusters
  Score: Raw -96606.248510 + Penalty 2190.668792 = -94415.579718
  nChanged 15
		SP:Iteration 14Q (218078.050000 sec): 3 clusters
  Score: Raw -96657.219606 + Penalty 2190.668792 = -94466.550815
  nChanged 10
		SP:Iteration 15Q (218078.070000 sec): 3 clusters
  Score: Raw -96690.434304 + Penalty 2190.668792 = -94499.765512
  nChanged 5
		SP:Iteration 16Q (218078.080000 sec): 3 clusters
  Score: Raw -96703.325570 + Penalty 2190.668792 = -94512.656778
  nChanged 7
		SP:Iteration 17Q (218078.100000 sec): 3 clusters
  Score: Raw -96728.149146 + Penalty 2190.668792 = -94537.480354
  nChanged 5
		SP:Iteration 18Q (218078.110000 sec): 3 clusters
  Score: Raw -96738.116809 + Penalty 2190.668792 = -94547.448017
  nChanged 5
		SP:Iteration 19Q (218078.130000 sec): 3 clusters
  Score: Raw -96745.614605 + Penalty 2190.668792 = -94554.945814
  nChanged 2
		SP:Iteration 20F (218078.150000 sec): 3 clusters
  Score: Raw -96750.872949 + Penalty 2190.668792 = -94560.204157
  nChanged 1
		SP:Iteration 21Q (218078.170000 sec): 3 clusters
  Score: Raw -96752.156501 + Penalty 2190.668792 = -94561.487709
  nChanged 1
		SP:Iteration 22Q (218078.180000 sec): 3 clusters
  Score: Raw -96757.960036 + Penalty 2190.668792 = -94567.291244
  nChanged 1
		SP:Iteration 23Q (218078.190000 sec): 3 clusters
  Score: Raw -96759.064691 + Penalty 2190.668792 = -94568.395899
  nChanged 0
		SP:Iteration 24F (218078.210000 sec): 3 clusters
  Score: Raw -96759.064691 + Penalty 2190.668792 = -94568.395899
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 62 (6056 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (218078.310000 sec): 2 clusters
  Score: Raw -691921.435630 + Penalty 1415.180779 = -690506.254850
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (218078.440000 sec): 3 clusters
  Score: Raw -688636.587207 + Penalty 2830.361558 = -685806.225648
  nChanged 2482
		SP:Iteration 1F (218078.550000 sec): 3 clusters
  Score: Raw -690043.681050 + Penalty 2830.361558 = -687213.319492
  nChanged 465
		SP:Iteration 2F (218078.660000 sec): 3 clusters
  Score: Raw -690390.123103 + Penalty 2830.361558 = -687559.761545
  nChanged 412
		SP:Iteration 3F (218078.770000 sec): 3 clusters
  Score: Raw -690677.949293 + Penalty 2830.361558 = -687847.587734
  nChanged 380
		SP:Iteration 4F (218078.880000 sec): 3 clusters
  Score: Raw -690928.689008 + Penalty 2830.361558 = -688098.327449
  nChanged 348
		SP:Iteration 5F (218078.990000 sec): 3 clusters
  Score: Raw -691158.738292 + Penalty 2830.361558 = -688328.376734
  nChanged 343
		SP:Iteration 6F (218079.110000 sec): 3 clusters
  Score: Raw -691384.926187 + Penalty 2830.361558 = -688554.564629
  nChanged 301
		SP:Iteration 7Q (218079.210000 sec): 3 clusters
  Score: Raw -691560.515521 + Penalty 2830.361558 = -688730.153962
  nChanged 252
		SP:Iteration 8Q (218079.330000 sec): 3 clusters
  Score: Raw -691700.664199 + Penalty 2830.361558 = -688870.302641
  nChanged 226
		SP:Iteration 9Q (218079.430000 sec): 3 clusters
  Score: Raw -691811.238748 + Penalty 2830.361558 = -688980.877190
  nChanged 165
		SP:Iteration 10Q (218079.540000 sec): 3 clusters
  Score: Raw -691882.556896 + Penalty 2830.361558 = -689052.195337
  nChanged 113
		SP:Iteration 11Q (218079.650000 sec): 3 clusters
  Score: Raw -691939.177652 + Penalty 2830.361558 = -689108.816094
  nChanged 122
		SP:Iteration 12Q (218079.760000 sec): 3 clusters
  Score: Raw -691999.717104 + Penalty 2830.361558 = -689169.355546
  nChanged 126
		SP:Iteration 13Q (218079.870000 sec): 3 clusters
  Score: Raw -692060.201856 + Penalty 2830.361558 = -689229.840297
  nChanged 106
		SP:Iteration 14Q (218079.980000 sec): 3 clusters
  Score: Raw -692103.137119 + Penalty 2830.361558 = -689272.775560
  nChanged 83
		SP:Iteration 15Q (218080.090000 sec): 3 clusters
  Score: Raw -692135.615612 + Penalty 2830.361558 = -689305.254053
  nChanged 74
		SP:Iteration 16Q (218080.190000 sec): 3 clusters
  Score: Raw -692165.594165 + Penalty 2830.361558 = -689335.232607
  nChanged 71
		SP:Iteration 17Q (218080.300000 sec): 3 clusters
  Score: Raw -692194.943347 + Penalty 2830.361558 = -689364.581788
  nChanged 66
		SP:Iteration 18Q (218080.410000 sec): 3 clusters
  Score: Raw -692220.034514 + Penalty 2830.361558 = -689389.672955
  nChanged 53
		SP:Iteration 19Q (218080.520000 sec): 3 clusters
  Score: Raw -692240.580384 + Penalty 2830.361558 = -689410.218826
  nChanged 53
		SP:Iteration 20F (218080.630000 sec): 3 clusters
  Score: Raw -692259.740257 + Penalty 2830.361558 = -689429.378699
  nChanged 48
		SP:Iteration 21Q (218080.740000 sec): 3 clusters
  Score: Raw -692280.447505 + Penalty 2830.361558 = -689450.085946
  nChanged 45
		SP:Iteration 22Q (218080.850000 sec): 3 clusters
  Score: Raw -692296.625721 + Penalty 2830.361558 = -689466.264163
  nChanged 35
		SP:Iteration 23Q (218080.950000 sec): 3 clusters
  Score: Raw -692309.781304 + Penalty 2830.361558 = -689479.419746
  nChanged 31
		SP:Iteration 24Q (218081.070000 sec): 3 clusters
  Score: Raw -692320.655207 + Penalty 2830.361558 = -689490.293649
  nChanged 34
		SP:Iteration 25Q (218081.170000 sec): 3 clusters
  Score: Raw -692331.356042 + Penalty 2830.361558 = -689500.994484
  nChanged 35
		SP:Iteration 26Q (218081.280000 sec): 3 clusters
  Score: Raw -692343.821815 + Penalty 2830.361558 = -689513.460257
  nChanged 40
		SP:Iteration 27Q (218081.390000 sec): 3 clusters
  Score: Raw -692360.774309 + Penalty 2830.361558 = -689530.412751
  nChanged 51
		SP:Iteration 28Q (218081.490000 sec): 3 clusters
  Score: Raw -692381.733398 + Penalty 2830.361558 = -689551.371839
  nChanged 42
		SP:Iteration 29Q (218081.600000 sec): 3 clusters
  Score: Raw -692396.319056 + Penalty 2830.361558 = -689565.957497
  nChanged 35
		SP:Iteration 30Q (218081.710000 sec): 3 clusters
  Score: Raw -692410.846237 + Penalty 2830.361558 = -689580.484678
  nChanged 37
		SP:Iteration 31Q (218081.810000 sec): 3 clusters
  Score: Raw -692423.650267 + Penalty 2830.361558 = -689593.288708
  nChanged 25
		SP:Iteration 32Q (218081.920000 sec): 3 clusters
  Score: Raw -692430.519161 + Penalty 2830.361558 = -689600.157603
  nChanged 15
		SP:Iteration 33Q (218082.030000 sec): 3 clusters
  Score: Raw -692435.350370 + Penalty 2830.361558 = -689604.988811
  nChanged 22
		SP:Iteration 34Q (218082.130000 sec): 3 clusters
  Score: Raw -692442.866519 + Penalty 2830.361558 = -689612.504960
  nChanged 15
		SP:Iteration 35Q (218082.240000 sec): 3 clusters
  Score: Raw -692447.108053 + Penalty 2830.361558 = -689616.746495
  nChanged 12
		SP:Iteration 36Q (218082.350000 sec): 3 clusters
  Score: Raw -692450.233672 + Penalty 2830.361558 = -689619.872113
  nChanged 9
		SP:Iteration 37Q (218082.450000 sec): 3 clusters
  Score: Raw -692453.695697 + Penalty 2830.361558 = -689623.334139
  nChanged 8
		SP:Iteration 38Q (218082.560000 sec): 3 clusters
  Score: Raw -692457.237841 + Penalty 2830.361558 = -689626.876283
  nChanged 9
		SP:Iteration 39Q (218082.670000 sec): 3 clusters
  Score: Raw -692461.239874 + Penalty 2830.361558 = -689630.878316
  nChanged 15
		SP:Iteration 40F (218082.780000 sec): 3 clusters
  Score: Raw -692467.019984 + Penalty 2830.361558 = -689636.658425
  nChanged 14
		SP:Iteration 41Q (218082.880000 sec): 3 clusters
  Score: Raw -692473.987971 + Penalty 2830.361558 = -689643.626413
  nChanged 18
		SP:Iteration 42Q (218082.980000 sec): 3 clusters
  Score: Raw -692482.597659 + Penalty 2830.361558 = -689652.236101
  nChanged 14
		SP:Iteration 43Q (218083.090000 sec): 3 clusters
  Score: Raw -692487.393443 + Penalty 2830.361558 = -689657.031884
  nChanged 14
		SP:Iteration 44Q (218083.190000 sec): 3 clusters
  Score: Raw -692492.280756 + Penalty 2830.361558 = -689661.919198
  nChanged 20
		SP:Iteration 45Q (218083.300000 sec): 3 clusters
  Score: Raw -692498.961947 + Penalty 2830.361558 = -689668.600389
  nChanged 16
		SP:Iteration 46Q (218083.410000 sec): 3 clusters
  Score: Raw -692503.936957 + Penalty 2830.361558 = -689673.575399
  nChanged 11
		SP:Iteration 47Q (218083.510000 sec): 3 clusters
  Score: Raw -692507.627076 + Penalty 2830.361558 = -689677.265517
  nChanged 14
		SP:Iteration 48Q (218083.620000 sec): 3 clusters
  Score: Raw -692512.804964 + Penalty 2830.361558 = -689682.443406
  nChanged 11
		SP:Iteration 49Q (218083.720000 sec): 3 clusters
  Score: Raw -692516.056519 + Penalty 2830.361558 = -689685.694961
  nChanged 10
		SP:Iteration 50Q (218083.830000 sec): 3 clusters
  Score: Raw -692519.950828 + Penalty 2830.361558 = -689689.589270
  nChanged 11
		SP:Iteration 51Q (218083.930000 sec): 3 clusters
  Score: Raw -692526.441802 + Penalty 2830.361558 = -689696.080243
  nChanged 14
		SP:Iteration 52Q (218084.040000 sec): 3 clusters
  Score: Raw -692532.619574 + Penalty 2830.361558 = -689702.258016
  nChanged 15
		SP:Iteration 53Q (218084.150000 sec): 3 clusters
  Score: Raw -692539.417924 + Penalty 2830.361558 = -689709.056366
  nChanged 12
		SP:Iteration 54Q (218084.250000 sec): 3 clusters
  Score: Raw -692543.504379 + Penalty 2830.361558 = -689713.142820
  nChanged 7
		SP:Iteration 55Q (218084.360000 sec): 3 clusters
  Score: Raw -692545.934175 + Penalty 2830.361558 = -689715.572617
  nChanged 9
		SP:Iteration 56Q (218084.460000 sec): 3 clusters
  Score: Raw -692549.692853 + Penalty 2830.361558 = -689719.331295
  nChanged 9
		SP:Iteration 57Q (218084.570000 sec): 3 clusters
  Score: Raw -692552.827965 + Penalty 2830.361558 = -689722.466407
  nChanged 4
		SP:Iteration 58Q (218084.670000 sec): 3 clusters
  Score: Raw -692553.858630 + Penalty 2830.361558 = -689723.497071
  nChanged 5
		SP:Iteration 59Q (218084.780000 sec): 3 clusters
  Score: Raw -692555.279793 + Penalty 2830.361558 = -689724.918235
  nChanged 6
		SP:Iteration 60F (218084.890000 sec): 3 clusters
  Score: Raw -692557.501345 + Penalty 2830.361558 = -689727.139787
  nChanged 3
		SP:Iteration 61Q (218084.990000 sec): 3 clusters
  Score: Raw -692558.749585 + Penalty 2830.361558 = -689728.388026
  nChanged 8
		SP:Iteration 62Q (218085.090000 sec): 3 clusters
  Score: Raw -692562.208763 + Penalty 2830.361558 = -689731.847205
  nChanged 9
		SP:Iteration 63Q (218085.200000 sec): 3 clusters
  Score: Raw -692566.209891 + Penalty 2830.361558 = -689735.848333
  nChanged 10
		SP:Iteration 64Q (218085.310000 sec): 3 clusters
  Score: Raw -692571.403573 + Penalty 2830.361558 = -689741.042014
  nChanged 10
		SP:Iteration 65Q (218085.410000 sec): 3 clusters
  Score: Raw -692575.658620 + Penalty 2830.361558 = -689745.297062
  nChanged 8
		SP:Iteration 66Q (218085.520000 sec): 3 clusters
  Score: Raw -692579.507762 + Penalty 2830.361558 = -689749.146204
  nChanged 4
		SP:Iteration 67Q (218085.620000 sec): 3 clusters
  Score: Raw -692580.563056 + Penalty 2830.361558 = -689750.201498
  nChanged 3
		SP:Iteration 68Q (218085.730000 sec): 3 clusters
  Score: Raw -692581.811537 + Penalty 2830.361558 = -689751.449978
  nChanged 4
		SP:Iteration 69Q (218085.830000 sec): 3 clusters
  Score: Raw -692583.178755 + Penalty 2830.361558 = -689752.817196
  nChanged 3
		SP:Iteration 70Q (218085.940000 sec): 3 clusters
  Score: Raw -692584.607796 + Penalty 2830.361558 = -689754.246237
  nChanged 2
		SP:Iteration 71Q (218086.050000 sec): 3 clusters
  Score: Raw -692585.520170 + Penalty 2830.361558 = -689755.158612
  nChanged 5
		SP:Iteration 72Q (218086.150000 sec): 3 clusters
  Score: Raw -692587.185885 + Penalty 2830.361558 = -689756.824326
  nChanged 0
		SP:Iteration 73F (218086.260000 sec): 3 clusters
  Score: Raw -692587.185885 + Penalty 2830.361558 = -689756.824326
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 63 (4699 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (218086.330000 sec): 2 clusters
  Score: Raw -497474.677767 + Penalty 1373.954562 = -496100.723204
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (218086.430000 sec): 3 clusters
  Score: Raw -495110.226931 + Penalty 2747.909125 = -492362.317806
  nChanged 1893
		SP:Iteration 1F (218086.510000 sec): 3 clusters
  Score: Raw -496406.553957 + Penalty 2747.909125 = -493658.644832
  nChanged 498
		SP:Iteration 2F (218086.590000 sec): 3 clusters
  Score: Raw -496841.539441 + Penalty 2747.909125 = -494093.630317
  nChanged 364
		SP:Iteration 3F (218086.680000 sec): 3 clusters
  Score: Raw -497154.465138 + Penalty 2747.909125 = -494406.556013
  nChanged 279
		SP:Iteration 4F (218086.760000 sec): 3 clusters
  Score: Raw -497393.231161 + Penalty 2747.909125 = -494645.322036
  nChanged 225
		SP:Iteration 5Q (218086.850000 sec): 3 clusters
  Score: Raw -497575.287165 + Penalty 2747.909125 = -494827.378040
  nChanged 173
		SP:Iteration 6Q (218086.930000 sec): 3 clusters
  Score: Raw -497687.300857 + Penalty 2747.909125 = -494939.391732
  nChanged 135
		SP:Iteration 7Q (218087.010000 sec): 3 clusters
  Score: Raw -497767.294044 + Penalty 2747.909125 = -495019.384920
  nChanged 109
		SP:Iteration 8Q (218087.090000 sec): 3 clusters
  Score: Raw -497842.717058 + Penalty 2747.909125 = -495094.807933
  nChanged 124
		SP:Iteration 9Q (218087.180000 sec): 3 clusters
  Score: Raw -497933.031295 + Penalty 2747.909125 = -495185.122171
  nChanged 118
		SP:Iteration 10Q (218087.260000 sec): 3 clusters
  Score: Raw -497998.699265 + Penalty 2747.909125 = -495250.790141
  nChanged 97
		SP:Iteration 11Q (218087.340000 sec): 3 clusters
  Score: Raw -498060.843658 + Penalty 2747.909125 = -495312.934533
  nChanged 91
		SP:Iteration 12Q (218087.430000 sec): 3 clusters
  Score: Raw -498129.323905 + Penalty 2747.909125 = -495381.414781
  nChanged 82
		SP:Iteration 13Q (218087.510000 sec): 3 clusters
  Score: Raw -498185.470386 + Penalty 2747.909125 = -495437.561261
  nChanged 80
		SP:Iteration 14Q (218087.590000 sec): 3 clusters
  Score: Raw -498233.921826 + Penalty 2747.909125 = -495486.012702
  nChanged 75
		SP:Iteration 15Q (218087.670000 sec): 3 clusters
  Score: Raw -498274.876251 + Penalty 2747.909125 = -495526.967127
  nChanged 60
		SP:Iteration 16Q (218087.750000 sec): 3 clusters
  Score: Raw -498319.381001 + Penalty 2747.909125 = -495571.471876
  nChanged 45
		SP:Iteration 17Q (218087.830000 sec): 3 clusters
  Score: Raw -498344.630998 + Penalty 2747.909125 = -495596.721873
  nChanged 33
		SP:Iteration 18Q (218087.920000 sec): 3 clusters
  Score: Raw -498356.735907 + Penalty 2747.909125 = -495608.826782
  nChanged 21
		SP:Iteration 19Q (218088.000000 sec): 3 clusters
  Score: Raw -498362.929740 + Penalty 2747.909125 = -495615.020615
  nChanged 10
		SP:Iteration 20F (218088.080000 sec): 3 clusters
  Score: Raw -498365.917532 + Penalty 2747.909125 = -495618.008407
  nChanged 6
		SP:Iteration 21Q (218088.160000 sec): 3 clusters
  Score: Raw -498367.835597 + Penalty 2747.909125 = -495619.926472
  nChanged 4
		SP:Iteration 22Q (218088.250000 sec): 3 clusters
  Score: Raw -498369.587484 + Penalty 2747.909125 = -495621.678359
  nChanged 8
		SP:Iteration 23Q (218088.330000 sec): 3 clusters
  Score: Raw -498371.623970 + Penalty 2747.909125 = -495623.714846
  nChanged 6
		SP:Iteration 24Q (218088.410000 sec): 3 clusters
  Score: Raw -498373.626851 + Penalty 2747.909125 = -495625.717726
  nChanged 6
		SP:Iteration 25Q (218088.490000 sec): 3 clusters
  Score: Raw -498375.000395 + Penalty 2747.909125 = -495627.091270
  nChanged 4
		SP:Iteration 26Q (218088.570000 sec): 3 clusters
  Score: Raw -498379.273231 + Penalty 2747.909125 = -495631.364106
  nChanged 10
		SP:Iteration 27Q (218088.650000 sec): 3 clusters
  Score: Raw -498382.388908 + Penalty 2747.909125 = -495634.479783
  nChanged 8
		SP:Iteration 28Q (218088.730000 sec): 3 clusters
  Score: Raw -498384.161620 + Penalty 2747.909125 = -495636.252496
  nChanged 5
		SP:Iteration 29Q (218088.810000 sec): 3 clusters
  Score: Raw -498385.417552 + Penalty 2747.909125 = -495637.508427
  nChanged 6
		SP:Iteration 30Q (218088.890000 sec): 3 clusters
  Score: Raw -498387.351011 + Penalty 2747.909125 = -495639.441886
  nChanged 5
		SP:Iteration 31Q (218088.970000 sec): 3 clusters
  Score: Raw -498389.140972 + Penalty 2747.909125 = -495641.231847
  nChanged 4
		SP:Iteration 32Q (218089.060000 sec): 3 clusters
  Score: Raw -498390.218516 + Penalty 2747.909125 = -495642.309391
  nChanged 3
		SP:Iteration 33Q (218089.140000 sec): 3 clusters
  Score: Raw -498390.850068 + Penalty 2747.909125 = -495642.940943
  nChanged 3
		SP:Iteration 34Q (218089.220000 sec): 3 clusters
  Score: Raw -498391.336178 + Penalty 2747.909125 = -495643.427053
  nChanged 1
		SP:Iteration 35Q (218089.300000 sec): 3 clusters
  Score: Raw -498391.620070 + Penalty 2747.909125 = -495643.710945
  nChanged 4
		SP:Iteration 36Q (218089.380000 sec): 3 clusters
  Score: Raw -498394.448832 + Penalty 2747.909125 = -495646.539707
  nChanged 5
		SP:Iteration 37Q (218089.470000 sec): 3 clusters
  Score: Raw -498396.302582 + Penalty 2747.909125 = -495648.393457
  nChanged 2
		SP:Iteration 38Q (218089.550000 sec): 3 clusters
  Score: Raw -498396.860556 + Penalty 2747.909125 = -495648.951431
  nChanged 1
		SP:Iteration 39Q (218089.630000 sec): 3 clusters
  Score: Raw -498397.104457 + Penalty 2747.909125 = -495649.195332
  nChanged 2
		SP:Iteration 40F (218089.710000 sec): 3 clusters
  Score: Raw -498397.587262 + Penalty 2747.909125 = -495649.678137
  nChanged 3
		SP:Iteration 41Q (218089.790000 sec): 3 clusters
  Score: Raw -498398.936160 + Penalty 2747.909125 = -495651.027035
  nChanged 5
		SP:Iteration 42Q (218089.870000 sec): 3 clusters
  Score: Raw -498400.840440 + Penalty 2747.909125 = -495652.931315
  nChanged 7
		SP:Iteration 43Q (218089.960000 sec): 3 clusters
  Score: Raw -498404.071357 + Penalty 2747.909125 = -495656.162232
  nChanged 5
		SP:Iteration 44Q (218090.040000 sec): 3 clusters
  Score: Raw -498406.045906 + Penalty 2747.909125 = -495658.136782
  nChanged 6
		SP:Iteration 45Q (218090.140000 sec): 3 clusters
  Score: Raw -498407.238768 + Penalty 2747.909125 = -495659.329643
  nChanged 3
		SP:Iteration 46Q (218090.230000 sec): 3 clusters
  Score: Raw -498409.176710 + Penalty 2747.909125 = -495661.267585
  nChanged 5
		SP:Iteration 47Q (218090.320000 sec): 3 clusters
  Score: Raw -498410.378210 + Penalty 2747.909125 = -495662.469085
  nChanged 4
		SP:Iteration 48Q (218090.400000 sec): 3 clusters
  Score: Raw -498412.227487 + Penalty 2747.909125 = -495664.318362
  nChanged 5
		SP:Iteration 49Q (218090.480000 sec): 3 clusters
  Score: Raw -498413.402102 + Penalty 2747.909125 = -495665.492978
  nChanged 4
		SP:Iteration 50Q (218090.570000 sec): 3 clusters
  Score: Raw -498414.201053 + Penalty 2747.909125 = -495666.291928
  nChanged 0
		SP:Iteration 51F (218090.650000 sec): 3 clusters
  Score: Raw -498414.201053 + Penalty 2747.909125 = -495666.291928
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 64 (8102 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (218090.750000 sec): 2 clusters
  Score: Raw -951319.057148 + Penalty 1462.478261 = -949856.578887
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (218090.870000 sec): 3 clusters
  Score: Raw -946800.784498 + Penalty 2924.956523 = -943875.827976
  nChanged 3420
		SP:Iteration 1F (218090.980000 sec): 3 clusters
  Score: Raw -948673.418406 + Penalty 2924.956523 = -945748.461883
  nChanged 534
		SP:Iteration 2F (218091.110000 sec): 3 clusters
  Score: Raw -948920.583659 + Penalty 2924.956523 = -945995.627136
  nChanged 424
		SP:Iteration 3F (218091.240000 sec): 3 clusters
  Score: Raw -949110.497878 + Penalty 2924.956523 = -946185.541355
  nChanged 356
		SP:Iteration 4Q (218091.370000 sec): 3 clusters
  Score: Raw -949253.950362 + Penalty 2924.956523 = -946328.993839
  nChanged 308
		SP:Iteration 5Q (218091.500000 sec): 3 clusters
  Score: Raw -949375.454819 + Penalty 2924.956523 = -946450.498296
  nChanged 302
		SP:Iteration 6Q (218091.630000 sec): 3 clusters
  Score: Raw -949498.545687 + Penalty 2924.956523 = -946573.589164
  nChanged 253
		SP:Iteration 7Q (218091.760000 sec): 3 clusters
  Score: Raw -949599.481069 + Penalty 2924.956523 = -946674.524546
  nChanged 247
		SP:Iteration 8Q (218091.890000 sec): 3 clusters
  Score: Raw -949699.798103 + Penalty 2924.956523 = -946774.841580
  nChanged 245
		SP:Iteration 9Q (218092.020000 sec): 3 clusters
  Score: Raw -949796.922962 + Penalty 2924.956523 = -946871.966439
  nChanged 237
		SP:Iteration 10Q (218092.150000 sec): 3 clusters
  Score: Raw -949899.544557 + Penalty 2924.956523 = -946974.588034
  nChanged 251
		SP:Iteration 11Q (218092.270000 sec): 3 clusters
  Score: Raw -950015.425307 + Penalty 2924.956523 = -947090.468785
  nChanged 255
		SP:Iteration 12Q (218092.410000 sec): 3 clusters
  Score: Raw -950147.337803 + Penalty 2924.956523 = -947222.381281
  nChanged 257
		SP:Iteration 13Q (218092.530000 sec): 3 clusters
  Score: Raw -950283.089735 + Penalty 2924.956523 = -947358.133212
  nChanged 247
		SP:Iteration 14Q (218092.670000 sec): 3 clusters
  Score: Raw -950425.771696 + Penalty 2924.956523 = -947500.815173
  nChanged 259
		SP:Iteration 15Q (218092.790000 sec): 3 clusters
  Score: Raw -950574.337091 + Penalty 2924.956523 = -947649.380569
  nChanged 241
		SP:Iteration 16Q (218092.920000 sec): 3 clusters
  Score: Raw -950708.001533 + Penalty 2924.956523 = -947783.045011
  nChanged 204
		SP:Iteration 17Q (218093.050000 sec): 3 clusters
  Score: Raw -950809.062532 + Penalty 2924.956523 = -947884.106010
  nChanged 143
		SP:Iteration 18Q (218093.170000 sec): 3 clusters
  Score: Raw -950880.417652 + Penalty 2924.956523 = -947955.461130
  nChanged 138
		SP:Iteration 19Q (218093.290000 sec): 3 clusters
  Score: Raw -950941.525149 + Penalty 2924.956523 = -948016.568626
  nChanged 141
		SP:Iteration 20F (218093.410000 sec): 3 clusters
  Score: Raw -951008.889213 + Penalty 2924.956523 = -948083.932690
  nChanged 131
		SP:Iteration 21Q (218093.530000 sec): 3 clusters
  Score: Raw -951066.739196 + Penalty 2924.956523 = -948141.782673
  nChanged 126
		SP:Iteration 22Q (218093.650000 sec): 3 clusters
  Score: Raw -951117.246050 + Penalty 2924.956523 = -948192.289527
  nChanged 108
		SP:Iteration 23Q (218093.760000 sec): 3 clusters
  Score: Raw -951156.625301 + Penalty 2924.956523 = -948231.668778
  nChanged 92
		SP:Iteration 24Q (218093.880000 sec): 3 clusters
  Score: Raw -951183.466769 + Penalty 2924.956523 = -948258.510246
  nChanged 83
		SP:Iteration 25Q (218094.000000 sec): 3 clusters
  Score: Raw -951211.820405 + Penalty 2924.956523 = -948286.863882
  nChanged 90
		SP:Iteration 26Q (218094.110000 sec): 3 clusters
  Score: Raw -951242.212067 + Penalty 2924.956523 = -948317.255545
  nChanged 73
		SP:Iteration 27Q (218094.230000 sec): 3 clusters
  Score: Raw -951264.551875 + Penalty 2924.956523 = -948339.595353
  nChanged 57
		SP:Iteration 28Q (218094.350000 sec): 3 clusters
  Score: Raw -951280.176018 + Penalty 2924.956523 = -948355.219496
  nChanged 56
		SP:Iteration 29Q (218094.470000 sec): 3 clusters
  Score: Raw -951293.062185 + Penalty 2924.956523 = -948368.105662
  nChanged 60
		SP:Iteration 30Q (218094.590000 sec): 3 clusters
  Score: Raw -951307.727113 + Penalty 2924.956523 = -948382.770590
  nChanged 54
		SP:Iteration 31Q (218094.700000 sec): 3 clusters
  Score: Raw -951322.078760 + Penalty 2924.956523 = -948397.122238
  nChanged 55
		SP:Iteration 32Q (218094.820000 sec): 3 clusters
  Score: Raw -951338.031531 + Penalty 2924.956523 = -948413.075009
  nChanged 52
		SP:Iteration 33Q (218094.940000 sec): 3 clusters
  Score: Raw -951351.459454 + Penalty 2924.956523 = -948426.502932
  nChanged 42
		SP:Iteration 34Q (218095.060000 sec): 3 clusters
  Score: Raw -951361.982553 + Penalty 2924.956523 = -948437.026030
  nChanged 47
		SP:Iteration 35Q (218095.170000 sec): 3 clusters
  Score: Raw -951373.623026 + Penalty 2924.956523 = -948448.666503
  nChanged 27
		SP:Iteration 36Q (218095.300000 sec): 3 clusters
  Score: Raw -951379.164461 + Penalty 2924.956523 = -948454.207938
  nChanged 19
		SP:Iteration 37Q (218095.410000 sec): 3 clusters
  Score: Raw -951382.173124 + Penalty 2924.956523 = -948457.216601
  nChanged 21
		SP:Iteration 38Q (218095.530000 sec): 3 clusters
  Score: Raw -951386.152061 + Penalty 2924.956523 = -948461.195538
  nChanged 17
		SP:Iteration 39Q (218095.650000 sec): 3 clusters
  Score: Raw -951389.211631 + Penalty 2924.956523 = -948464.255108
  nChanged 13
		SP:Iteration 40F (218095.780000 sec): 3 clusters
  Score: Raw -951391.219570 + Penalty 2924.956523 = -948466.263048
  nChanged 16
		SP:Iteration 41Q (218095.890000 sec): 3 clusters
  Score: Raw -951394.375677 + Penalty 2924.956523 = -948469.419155
  nChanged 19
		SP:Iteration 42Q (218096.050000 sec): 3 clusters
  Score: Raw -951397.780115 + Penalty 2924.956523 = -948472.823592
  nChanged 16
		SP:Iteration 43Q (218096.170000 sec): 3 clusters
  Score: Raw -951399.769291 + Penalty 2924.956523 = -948474.812768
  nChanged 10
		SP:Iteration 44Q (218096.290000 sec): 3 clusters
  Score: Raw -951401.058847 + Penalty 2924.956523 = -948476.102324
  nChanged 16
		SP:Iteration 45Q (218096.410000 sec): 3 clusters
  Score: Raw -951402.969706 + Penalty 2924.956523 = -948478.013183
  nChanged 15
		SP:Iteration 46Q (218096.540000 sec): 3 clusters
  Score: Raw -951405.338019 + Penalty 2924.956523 = -948480.381497
  nChanged 8
		SP:Iteration 47Q (218096.660000 sec): 3 clusters
  Score: Raw -951406.255538 + Penalty 2924.956523 = -948481.299015
  nChanged 9
		SP:Iteration 48Q (218096.790000 sec): 3 clusters
  Score: Raw -951407.432941 + Penalty 2924.956523 = -948482.476418
  nChanged 4
		SP:Iteration 49Q (218096.910000 sec): 3 clusters
  Score: Raw -951407.903159 + Penalty 2924.956523 = -948482.946636
  nChanged 7
		SP:Iteration 50Q (218097.040000 sec): 3 clusters
  Score: Raw -951408.747408 + Penalty 2924.956523 = -948483.790885
  nChanged 3
		SP:Iteration 51Q (218097.170000 sec): 3 clusters
  Score: Raw -951409.529984 + Penalty 2924.956523 = -948484.573461
  nChanged 6
		SP:Iteration 52Q (218097.290000 sec): 3 clusters
  Score: Raw -951410.521661 + Penalty 2924.956523 = -948485.565138
  nChanged 3
		SP:Iteration 53Q (218097.420000 sec): 3 clusters
  Score: Raw -951411.117519 + Penalty 2924.956523 = -948486.160997
  nChanged 5
		SP:Iteration 54Q (218097.540000 sec): 3 clusters
  Score: Raw -951411.686968 + Penalty 2924.956523 = -948486.730446
  nChanged 2
		SP:Iteration 55Q (218097.670000 sec): 3 clusters
  Score: Raw -951411.796932 + Penalty 2924.956523 = -948486.840409
  nChanged 1
		SP:Iteration 56Q (218097.800000 sec): 3 clusters
  Score: Raw -951411.838935 + Penalty 2924.956523 = -948486.882412
  nChanged 0
		SP:Iteration 57F (218097.920000 sec): 3 clusters
  Score: Raw -951411.838935 + Penalty 2924.956523 = -948486.882412
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 65 (23032 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (218098.160000 sec): 2 clusters
  Score: Raw -2785125.045884 + Penalty 1632.253973 = -2783492.791911
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (218098.460000 sec): 3 clusters
  Score: Raw -2771201.097949 + Penalty 3264.507945 = -2767936.590003
  nChanged 10506
		SP:Iteration 1F (218098.720000 sec): 3 clusters
  Score: Raw -2777228.327652 + Penalty 3264.507945 = -2773963.819706
  nChanged 1456
		SP:Iteration 2F (218099.020000 sec): 3 clusters
  Score: Raw -2778006.009660 + Penalty 3264.507945 = -2774741.501714
  nChanged 1580
		SP:Iteration 3F (218099.270000 sec): 3 clusters
  Score: Raw -2778997.338205 + Penalty 3264.507945 = -2775732.830260
  nChanged 1695
		SP:Iteration 4F (218099.520000 sec): 3 clusters
  Score: Raw -2780244.976842 + Penalty 3264.507945 = -2776980.468897
  nChanged 1686
		SP:Iteration 5F (218099.820000 sec): 3 clusters
  Score: Raw -2781604.759877 + Penalty 3264.507945 = -2778340.251931
  nChanged 1387
		SP:Iteration 6F (218100.060000 sec): 3 clusters
  Score: Raw -2782705.462904 + Penalty 3264.507945 = -2779440.954959
  nChanged 1051
		SP:Iteration 7Q (218100.320000 sec): 3 clusters
  Score: Raw -2783596.494916 + Penalty 3264.507945 = -2780331.986971
  nChanged 758
		SP:Iteration 8Q (218100.610000 sec): 3 clusters
  Score: Raw -2784202.492984 + Penalty 3264.507945 = -2780937.985039
  nChanged 568
		SP:Iteration 9Q (218100.860000 sec): 3 clusters
  Score: Raw -2784615.168392 + Penalty 3264.507945 = -2781350.660447
  nChanged 390
		SP:Iteration 10Q (218101.140000 sec): 3 clusters
  Score: Raw -2784872.179822 + Penalty 3264.507945 = -2781607.671877
  nChanged 311
		SP:Iteration 11Q (218101.430000 sec): 3 clusters
  Score: Raw -2785058.946801 + Penalty 3264.507945 = -2781794.438855
  nChanged 251
		SP:Iteration 12Q (218101.660000 sec): 3 clusters
  Score: Raw -2785200.344196 + Penalty 3264.507945 = -2781935.836250
  nChanged 233
		SP:Iteration 13Q (218101.950000 sec): 3 clusters
  Score: Raw -2785331.340695 + Penalty 3264.507945 = -2782066.832750
  nChanged 216
		SP:Iteration 14Q (218102.230000 sec): 3 clusters
  Score: Raw -2785460.850630 + Penalty 3264.507945 = -2782196.342685
  nChanged 175
		SP:Iteration 15Q (218102.510000 sec): 3 clusters
  Score: Raw -2785568.249807 + Penalty 3264.507945 = -2782303.741862
  nChanged 170
		SP:Iteration 16Q (218102.740000 sec): 3 clusters
  Score: Raw -2785673.703647 + Penalty 3264.507945 = -2782409.195701
  nChanged 150
		SP:Iteration 17Q (218103.020000 sec): 3 clusters
  Score: Raw -2785746.850701 + Penalty 3264.507945 = -2782482.342756
  nChanged 122
		SP:Iteration 18Q (218103.300000 sec): 3 clusters
  Score: Raw -2785798.232216 + Penalty 3264.507945 = -2782533.724270
  nChanged 101
		SP:Iteration 19Q (218103.580000 sec): 3 clusters
  Score: Raw -2785836.438528 + Penalty 3264.507945 = -2782571.930582
  nChanged 84
		SP:Iteration 20F (218103.880000 sec): 3 clusters
  Score: Raw -2785866.340616 + Penalty 3264.507945 = -2782601.832671
  nChanged 65
		SP:Iteration 21Q (218104.110000 sec): 3 clusters
  Score: Raw -2785881.942388 + Penalty 3264.507945 = -2782617.434442
  nChanged 52
		SP:Iteration 22Q (218104.390000 sec): 3 clusters
  Score: Raw -2785891.154176 + Penalty 3264.507945 = -2782626.646231
  nChanged 34
		SP:Iteration 23Q (218104.670000 sec): 3 clusters
  Score: Raw -2785897.833570 + Penalty 3264.507945 = -2782633.325625
  nChanged 25
		SP:Iteration 24Q (218104.910000 sec): 3 clusters
  Score: Raw -2785901.820332 + Penalty 3264.507945 = -2782637.312387
  nChanged 22
		SP:Iteration 25Q (218105.190000 sec): 3 clusters
  Score: Raw -2785904.524318 + Penalty 3264.507945 = -2782640.016372
  nChanged 14
		SP:Iteration 26Q (218105.450000 sec): 3 clusters
  Score: Raw -2785906.579894 + Penalty 3264.507945 = -2782642.071949
  nChanged 16
		SP:Iteration 27Q (218105.730000 sec): 3 clusters
  Score: Raw -2785908.652640 + Penalty 3264.507945 = -2782644.144694
  nChanged 8
		SP:Iteration 28Q (218106.010000 sec): 3 clusters
  Score: Raw -2785909.570342 + Penalty 3264.507945 = -2782645.062396
  nChanged 10
		SP:Iteration 29Q (218106.290000 sec): 3 clusters
  Score: Raw -2785911.237472 + Penalty 3264.507945 = -2782646.729527
  nChanged 5
		SP:Iteration 30Q (218106.570000 sec): 3 clusters
  Score: Raw -2785911.749152 + Penalty 3264.507945 = -2782647.241207
  nChanged 3
		SP:Iteration 31Q (218106.800000 sec): 3 clusters
  Score: Raw -2785911.975995 + Penalty 3264.507945 = -2782647.468050
  nChanged 1
		SP:Iteration 32Q (218107.080000 sec): 3 clusters
  Score: Raw -2785912.196673 + Penalty 3264.507945 = -2782647.688728
  nChanged 1
		SP:Iteration 33Q (218107.360000 sec): 3 clusters
  Score: Raw -2785912.275427 + Penalty 3264.507945 = -2782647.767481
  nChanged 1
		SP:Iteration 34Q (218107.640000 sec): 3 clusters
  Score: Raw -2785912.348005 + Penalty 3264.507945 = -2782647.840060
  nChanged 1
		SP:Iteration 35Q (218107.920000 sec): 3 clusters
  Score: Raw -2785912.378961 + Penalty 3264.507945 = -2782647.871015
  nChanged 1
		SP:Iteration 36Q (218108.160000 sec): 3 clusters
  Score: Raw -2785912.460937 + Penalty 3264.507945 = -2782647.952992
  nChanged 1
		SP:Iteration 37Q (218108.440000 sec): 3 clusters
  Score: Raw -2785912.530475 + Penalty 3264.507945 = -2782648.022530
  nChanged 0
		SP:Iteration 38F (218108.730000 sec): 3 clusters
  Score: Raw -2785912.530475 + Penalty 3264.507945 = -2782648.022530
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 66 (1512 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (218108.790000 sec): 2 clusters
  Score: Raw -170807.905712 + Penalty 1189.693140 = -169618.212571
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (218108.820000 sec): 3 clusters
  Score: Raw -170277.424464 + Penalty 2379.386281 = -167898.038183
  nChanged 501
		SP:Iteration 1F (218108.850000 sec): 3 clusters
  Score: Raw -170694.764155 + Penalty 2379.386281 = -168315.377874
  nChanged 124
		SP:Iteration 2F (218108.880000 sec): 3 clusters
  Score: Raw -170813.930334 + Penalty 2379.386281 = -168434.544053
  nChanged 69
		SP:Iteration 3Q (218108.910000 sec): 3 clusters
  Score: Raw -170877.137155 + Penalty 2379.386281 = -168497.750874
  nChanged 57
		SP:Iteration 4Q (218108.940000 sec): 3 clusters
  Score: Raw -170934.737041 + Penalty 2379.386281 = -168555.350760
  nChanged 44
		SP:Iteration 5Q (218108.960000 sec): 3 clusters
  Score: Raw -170969.534095 + Penalty 2379.386281 = -168590.147814
  nChanged 29
		SP:Iteration 6Q (218108.990000 sec): 3 clusters
  Score: Raw -170994.406052 + Penalty 2379.386281 = -168615.019771
  nChanged 23
		SP:Iteration 7Q (218109.020000 sec): 3 clusters
  Score: Raw -171012.261205 + Penalty 2379.386281 = -168632.874924
  nChanged 16
		SP:Iteration 8Q (218109.050000 sec): 3 clusters
  Score: Raw -171025.283589 + Penalty 2379.386281 = -168645.897308
  nChanged 14
		SP:Iteration 9Q (218109.080000 sec): 3 clusters
  Score: Raw -171036.583410 + Penalty 2379.386281 = -168657.197129
  nChanged 14
		SP:Iteration 10Q (218109.100000 sec): 3 clusters
  Score: Raw -171046.310453 + Penalty 2379.386281 = -168666.924172
  nChanged 13
		SP:Iteration 11Q (218109.130000 sec): 3 clusters
  Score: Raw -171060.334893 + Penalty 2379.386281 = -168680.948612
  nChanged 17
		SP:Iteration 12Q (218109.160000 sec): 3 clusters
  Score: Raw -171076.472354 + Penalty 2379.386281 = -168697.086073
  nChanged 16
		SP:Iteration 13Q (218109.190000 sec): 3 clusters
  Score: Raw -171090.327321 + Penalty 2379.386281 = -168710.941040
  nChanged 11
		SP:Iteration 14Q (218109.220000 sec): 3 clusters
  Score: Raw -171098.200769 + Penalty 2379.386281 = -168718.814488
  nChanged 12
		SP:Iteration 15Q (218109.250000 sec): 3 clusters
  Score: Raw -171105.292201 + Penalty 2379.386281 = -168725.905920
  nChanged 9
		SP:Iteration 16Q (218109.280000 sec): 3 clusters
  Score: Raw -171110.483119 + Penalty 2379.386281 = -168731.096838
  nChanged 4
		SP:Iteration 17Q (218109.300000 sec): 3 clusters
  Score: Raw -171114.261267 + Penalty 2379.386281 = -168734.874986
  nChanged 4
		SP:Iteration 18Q (218109.330000 sec): 3 clusters
  Score: Raw -171116.882817 + Penalty 2379.386281 = -168737.496536
  nChanged 1
		SP:Iteration 19Q (218109.360000 sec): 3 clusters
  Score: Raw -171117.115625 + Penalty 2379.386281 = -168737.729344
  nChanged 1
		SP:Iteration 20F (218109.390000 sec): 3 clusters
  Score: Raw -171117.695596 + Penalty 2379.386281 = -168738.309315
  nChanged 1
		SP:Iteration 21Q (218109.420000 sec): 3 clusters
  Score: Raw -171118.470341 + Penalty 2379.386281 = -168739.084060
  nChanged 0
		SP:Iteration 22F (218109.440000 sec): 3 clusters
  Score: Raw -171118.470341 + Penalty 2379.386281 = -168739.084060
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 67 (358 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (218109.480000 sec): 2 clusters
  Score: Raw -41893.922645 + Penalty 955.586610 = -40938.336034
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (218109.490000 sec): 3 clusters
  Score: Raw -42030.705602 + Penalty 1911.173221 = -40119.532381
  nChanged 84
		SP:Iteration 1F (218109.500000 sec): 3 clusters
  Score: Raw -42235.849363 + Penalty 1911.173221 = -40324.676143
  nChanged 23
		SP:Iteration 2F (218109.510000 sec): 3 clusters
  Score: Raw -42290.912659 + Penalty 1911.173221 = -40379.739439
  nChanged 14
		SP:Iteration 3Q (218109.520000 sec): 3 clusters
  Score: Raw -42353.113139 + Penalty 1911.173221 = -40441.939918
  nChanged 12
		SP:Iteration 4Q (218109.520000 sec): 3 clusters
  Score: Raw -42412.570837 + Penalty 1911.173221 = -40501.397616
  nChanged 4
		SP:Iteration 5Q (218109.530000 sec): 3 clusters
  Score: Raw -42428.517923 + Penalty 1911.173221 = -40517.344702
  nChanged 3
		SP:Iteration 6Q (218109.540000 sec): 3 clusters
  Score: Raw -42433.281129 + Penalty 1911.173221 = -40522.107908
  nChanged 0
		SP:Iteration 7F (218109.540000 sec): 3 clusters
  Score: Raw -42433.281129 + Penalty 1911.173221 = -40522.107908
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 68 (1783 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (218109.610000 sec): 2 clusters
  Score: Raw -204041.442880 + Penalty 1216.483550 = -202824.959330
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (218109.640000 sec): 3 clusters
  Score: Raw -203303.555943 + Penalty 2432.967101 = -200870.588842
  nChanged 614
		SP:Iteration 1F (218109.680000 sec): 3 clusters
  Score: Raw -203774.181729 + Penalty 2432.967101 = -201341.214628
  nChanged 160
		SP:Iteration 2F (218109.710000 sec): 3 clusters
  Score: Raw -203946.831984 + Penalty 2432.967101 = -201513.864883
  nChanged 106
		SP:Iteration 3F (218109.740000 sec): 3 clusters
  Score: Raw -204060.642491 + Penalty 2432.967101 = -201627.675390
  nChanged 74
		SP:Iteration 4Q (218109.780000 sec): 3 clusters
  Score: Raw -204137.009035 + Penalty 2432.967101 = -201704.041935
  nChanged 64
		SP:Iteration 5Q (218109.810000 sec): 3 clusters
  Score: Raw -204211.175938 + Penalty 2432.967101 = -201778.208837
  nChanged 65
		SP:Iteration 6Q (218109.840000 sec): 3 clusters
  Score: Raw -204279.820196 + Penalty 2432.967101 = -201846.853096
  nChanged 45
		SP:Iteration 7Q (218109.870000 sec): 3 clusters
  Score: Raw -204317.023256 + Penalty 2432.967101 = -201884.056155
  nChanged 38
		SP:Iteration 8Q (218109.900000 sec): 3 clusters
  Score: Raw -204351.028899 + Penalty 2432.967101 = -201918.061798
  nChanged 23
		SP:Iteration 9Q (218109.940000 sec): 3 clusters
  Score: Raw -204380.129504 + Penalty 2432.967101 = -201947.162404
  nChanged 34
		SP:Iteration 10Q (218109.970000 sec): 3 clusters
  Score: Raw -204412.715162 + Penalty 2432.967101 = -201979.748061
  nChanged 24
		SP:Iteration 11Q (218110.000000 sec): 3 clusters
  Score: Raw -204433.022681 + Penalty 2432.967101 = -202000.055580
  nChanged 19
		SP:Iteration 12Q (218110.040000 sec): 3 clusters
  Score: Raw -204447.948296 + Penalty 2432.967101 = -202014.981195
  nChanged 16
		SP:Iteration 13Q (218110.070000 sec): 3 clusters
  Score: Raw -204457.085884 + Penalty 2432.967101 = -202024.118784
  nChanged 16
		SP:Iteration 14Q (218110.100000 sec): 3 clusters
  Score: Raw -204467.264690 + Penalty 2432.967101 = -202034.297589
  nChanged 11
		SP:Iteration 15Q (218110.130000 sec): 3 clusters
  Score: Raw -204473.434422 + Penalty 2432.967101 = -202040.467322
  nChanged 8
		SP:Iteration 16Q (218110.160000 sec): 3 clusters
  Score: Raw -204478.689538 + Penalty 2432.967101 = -202045.722437
  nChanged 8
		SP:Iteration 17Q (218110.200000 sec): 3 clusters
  Score: Raw -204482.631475 + Penalty 2432.967101 = -202049.664375
  nChanged 5
		SP:Iteration 18Q (218110.230000 sec): 3 clusters
  Score: Raw -204484.809429 + Penalty 2432.967101 = -202051.842328
  nChanged 7
		SP:Iteration 19Q (218110.260000 sec): 3 clusters
  Score: Raw -204489.721440 + Penalty 2432.967101 = -202056.754339
  nChanged 5
		SP:Iteration 20F (218110.300000 sec): 3 clusters
  Score: Raw -204491.987072 + Penalty 2432.967101 = -202059.019971
  nChanged 7
		SP:Iteration 21Q (218110.330000 sec): 3 clusters
  Score: Raw -204497.067807 + Penalty 2432.967101 = -202064.100706
  nChanged 8
		SP:Iteration 22Q (218110.360000 sec): 3 clusters
  Score: Raw -204501.645996 + Penalty 2432.967101 = -202068.678895
  nChanged 7
		SP:Iteration 23Q (218110.390000 sec): 3 clusters
  Score: Raw -204506.328318 + Penalty 2432.967101 = -202073.361217
  nChanged 6
		SP:Iteration 24Q (218110.420000 sec): 3 clusters
  Score: Raw -204511.041435 + Penalty 2432.967101 = -202078.074335
  nChanged 5
		SP:Iteration 25Q (218110.460000 sec): 3 clusters
  Score: Raw -204513.267778 + Penalty 2432.967101 = -202080.300678
  nChanged 1
		SP:Iteration 26Q (218110.490000 sec): 3 clusters
  Score: Raw -204513.516393 + Penalty 2432.967101 = -202080.549292
  nChanged 1
		SP:Iteration 27Q (218110.520000 sec): 3 clusters
  Score: Raw -204513.713253 + Penalty 2432.967101 = -202080.746152
  nChanged 0
		SP:Iteration 28F (218110.560000 sec): 3 clusters
  Score: Raw -204513.713253 + Penalty 2432.967101 = -202080.746152
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 69 (13131 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (218110.690000 sec): 2 clusters
  Score: Raw -1532563.371221 + Penalty 1540.943808 = -1531022.427413
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (218110.900000 sec): 3 clusters
  Score: Raw -1524926.592242 + Penalty 3081.887616 = -1521844.704626
  nChanged 5856
		SP:Iteration 1F (218111.080000 sec): 3 clusters
  Score: Raw -1528506.565920 + Penalty 3081.887616 = -1525424.678304
  nChanged 1065
		SP:Iteration 2F (218111.270000 sec): 3 clusters
  Score: Raw -1529356.205274 + Penalty 3081.887616 = -1526274.317658
  nChanged 1108
		SP:Iteration 3F (218111.450000 sec): 3 clusters
  Score: Raw -1530276.050757 + Penalty 3081.887616 = -1527194.163141
  nChanged 1010
		SP:Iteration 4F (218111.630000 sec): 3 clusters
  Score: Raw -1531025.117741 + Penalty 3081.887616 = -1527943.230125
  nChanged 822
		SP:Iteration 5F (218111.800000 sec): 3 clusters
  Score: Raw -1531516.973912 + Penalty 3081.887616 = -1528435.086296
  nChanged 594
		SP:Iteration 6Q (218112.010000 sec): 3 clusters
  Score: Raw -1531804.522509 + Penalty 3081.887616 = -1528722.634893
  nChanged 403
		SP:Iteration 7Q (218112.200000 sec): 3 clusters
  Score: Raw -1531969.482680 + Penalty 3081.887616 = -1528887.595064
  nChanged 303
		SP:Iteration 8Q (218112.380000 sec): 3 clusters
  Score: Raw -1532073.754519 + Penalty 3081.887616 = -1528991.866904
  nChanged 224
		SP:Iteration 9Q (218112.550000 sec): 3 clusters
  Score: Raw -1532139.199471 + Penalty 3081.887616 = -1529057.311855
  nChanged 181
		SP:Iteration 10Q (218112.780000 sec): 3 clusters
  Score: Raw -1532183.980943 + Penalty 3081.887616 = -1529102.093327
  nChanged 162
		SP:Iteration 11Q (218112.980000 sec): 3 clusters
  Score: Raw -1532223.030286 + Penalty 3081.887616 = -1529141.142670
  nChanged 141
		SP:Iteration 12Q (218113.160000 sec): 3 clusters
  Score: Raw -1532256.552839 + Penalty 3081.887616 = -1529174.665223
  nChanged 134
		SP:Iteration 13Q (218113.340000 sec): 3 clusters
  Score: Raw -1532282.814510 + Penalty 3081.887616 = -1529200.926895
  nChanged 99
		SP:Iteration 14Q (218113.540000 sec): 3 clusters
  Score: Raw -1532299.822078 + Penalty 3081.887616 = -1529217.934462
  nChanged 90
		SP:Iteration 15Q (218113.740000 sec): 3 clusters
  Score: Raw -1532314.631127 + Penalty 3081.887616 = -1529232.743511
  nChanged 86
		SP:Iteration 16Q (218113.910000 sec): 3 clusters
  Score: Raw -1532331.616722 + Penalty 3081.887616 = -1529249.729106
  nChanged 89
		SP:Iteration 17Q (218114.090000 sec): 3 clusters
  Score: Raw -1532350.077246 + Penalty 3081.887616 = -1529268.189630
  nChanged 113
		SP:Iteration 18Q (218114.280000 sec): 3 clusters
  Score: Raw -1532370.288915 + Penalty 3081.887616 = -1529288.401299
  nChanged 105
		SP:Iteration 19Q (218114.450000 sec): 3 clusters
  Score: Raw -1532389.750488 + Penalty 3081.887616 = -1529307.862872
  nChanged 95
		SP:Iteration 20F (218114.620000 sec): 3 clusters
  Score: Raw -1532407.285535 + Penalty 3081.887616 = -1529325.397919
  nChanged 98
		SP:Iteration 21Q (218114.810000 sec): 3 clusters
  Score: Raw -1532425.666000 + Penalty 3081.887616 = -1529343.778384
  nChanged 90
		SP:Iteration 22Q (218115.020000 sec): 3 clusters
  Score: Raw -1532439.686316 + Penalty 3081.887616 = -1529357.798700
  nChanged 83
		SP:Iteration 23Q (218115.210000 sec): 3 clusters
  Score: Raw -1532453.796191 + Penalty 3081.887616 = -1529371.908575
  nChanged 92
		SP:Iteration 24Q (218115.390000 sec): 3 clusters
  Score: Raw -1532473.456221 + Penalty 3081.887616 = -1529391.568605
  nChanged 99
		SP:Iteration 25Q (218115.560000 sec): 3 clusters
  Score: Raw -1532495.424604 + Penalty 3081.887616 = -1529413.536988
  nChanged 107
		SP:Iteration 26Q (218115.760000 sec): 3 clusters
  Score: Raw -1532517.590030 + Penalty 3081.887616 = -1529435.702414
  nChanged 104
		SP:Iteration 27Q (218115.940000 sec): 3 clusters
  Score: Raw -1532542.145958 + Penalty 3081.887616 = -1529460.258342
  nChanged 129
		SP:Iteration 28Q (218116.110000 sec): 3 clusters
  Score: Raw -1532569.219295 + Penalty 3081.887616 = -1529487.331679
  nChanged 109
		SP:Iteration 29Q (218116.310000 sec): 3 clusters
  Score: Raw -1532592.640512 + Penalty 3081.887616 = -1529510.752896
  nChanged 104
		SP:Iteration 30Q (218116.500000 sec): 3 clusters
  Score: Raw -1532617.518588 + Penalty 3081.887616 = -1529535.630972
  nChanged 118
		SP:Iteration 31Q (218116.670000 sec): 3 clusters
  Score: Raw -1532646.560722 + Penalty 3081.887616 = -1529564.673106
  nChanged 117
		SP:Iteration 32Q (218116.860000 sec): 3 clusters
  Score: Raw -1532673.344920 + Penalty 3081.887616 = -1529591.457305
  nChanged 98
		SP:Iteration 33Q (218117.030000 sec): 3 clusters
  Score: Raw -1532694.264908 + Penalty 3081.887616 = -1529612.377292
  nChanged 101
		SP:Iteration 34Q (218117.200000 sec): 3 clusters
  Score: Raw -1532719.819082 + Penalty 3081.887616 = -1529637.931467
  nChanged 110
		SP:Iteration 35Q (218117.400000 sec): 3 clusters
  Score: Raw -1532748.645134 + Penalty 3081.887616 = -1529666.757518
  nChanged 119
		SP:Iteration 36Q (218117.550000 sec): 3 clusters
  Score: Raw -1532780.414010 + Penalty 3081.887616 = -1529698.526394
  nChanged 129
		SP:Iteration 37Q (218117.720000 sec): 3 clusters
  Score: Raw -1532815.640657 + Penalty 3081.887616 = -1529733.753041
  nChanged 108
		SP:Iteration 38Q (218117.920000 sec): 3 clusters
  Score: Raw -1532845.933885 + Penalty 3081.887616 = -1529764.046269
  nChanged 121
		SP:Iteration 39Q (218118.110000 sec): 3 clusters
  Score: Raw -1532881.321599 + Penalty 3081.887616 = -1529799.433983
  nChanged 97
		SP:Iteration 40F (218118.290000 sec): 3 clusters
  Score: Raw -1532911.374504 + Penalty 3081.887616 = -1529829.486888
  nChanged 104
		SP:Iteration 41Q (218118.460000 sec): 3 clusters
  Score: Raw -1532940.966540 + Penalty 3081.887616 = -1529859.078924
  nChanged 102
		SP:Iteration 42Q (218118.650000 sec): 3 clusters
  Score: Raw -1532964.668339 + Penalty 3081.887616 = -1529882.780723
  nChanged 86
		SP:Iteration 43Q (218118.820000 sec): 3 clusters
  Score: Raw -1532984.538283 + Penalty 3081.887616 = -1529902.650667
  nChanged 77
		SP:Iteration 44Q (218118.990000 sec): 3 clusters
  Score: Raw -1533001.795374 + Penalty 3081.887616 = -1529919.907758
  nChanged 73
		SP:Iteration 45Q (218119.180000 sec): 3 clusters
  Score: Raw -1533017.985581 + Penalty 3081.887616 = -1529936.097965
  nChanged 72
		SP:Iteration 46Q (218119.350000 sec): 3 clusters
  Score: Raw -1533037.598807 + Penalty 3081.887616 = -1529955.711191
  nChanged 71
		SP:Iteration 47Q (218119.520000 sec): 3 clusters
  Score: Raw -1533055.296436 + Penalty 3081.887616 = -1529973.408820
  nChanged 70
		SP:Iteration 48Q (218119.730000 sec): 3 clusters
  Score: Raw -1533072.808403 + Penalty 3081.887616 = -1529990.920787
  nChanged 61
		SP:Iteration 49Q (218119.900000 sec): 3 clusters
  Score: Raw -1533090.429983 + Penalty 3081.887616 = -1530008.542367
  nChanged 73
		SP:Iteration 50Q (218120.060000 sec): 3 clusters
  Score: Raw -1533112.689610 + Penalty 3081.887616 = -1530030.801994
  nChanged 83
		SP:Iteration 51Q (218120.260000 sec): 3 clusters
  Score: Raw -1533139.126024 + Penalty 3081.887616 = -1530057.238408
  nChanged 84
		SP:Iteration 52Q (218120.430000 sec): 3 clusters
  Score: Raw -1533164.989542 + Penalty 3081.887616 = -1530083.101926
  nChanged 76
		SP:Iteration 53Q (218120.600000 sec): 3 clusters
  Score: Raw -1533189.990138 + Penalty 3081.887616 = -1530108.102522
  nChanged 95
		SP:Iteration 54Q (218120.800000 sec): 3 clusters
  Score: Raw -1533228.074053 + Penalty 3081.887616 = -1530146.186437
  nChanged 99
		SP:Iteration 55Q (218120.970000 sec): 3 clusters
  Score: Raw -1533262.256036 + Penalty 3081.887616 = -1530180.368420
  nChanged 80
		SP:Iteration 56Q (218121.140000 sec): 3 clusters
  Score: Raw -1533294.629967 + Penalty 3081.887616 = -1530212.742351
  nChanged 90
		SP:Iteration 57Q (218121.340000 sec): 3 clusters
  Score: Raw -1533333.850097 + Penalty 3081.887616 = -1530251.962481
  nChanged 91
		SP:Iteration 58Q (218121.510000 sec): 3 clusters
  Score: Raw -1533378.637034 + Penalty 3081.887616 = -1530296.749418
  nChanged 82
		SP:Iteration 59Q (218121.700000 sec): 3 clusters
  Score: Raw -1533430.164032 + Penalty 3081.887616 = -1530348.276416
  nChanged 89
		SP:Iteration 60F (218121.870000 sec): 3 clusters
  Score: Raw -1533472.915932 + Penalty 3081.887616 = -1530391.028316
  nChanged 73
		SP:Iteration 61Q (218122.030000 sec): 3 clusters
  Score: Raw -1533513.731679 + Penalty 3081.887616 = -1530431.844063
  nChanged 64
		SP:Iteration 62Q (218122.220000 sec): 3 clusters
  Score: Raw -1533542.772061 + Penalty 3081.887616 = -1530460.884445
  nChanged 58
		SP:Iteration 63Q (218122.400000 sec): 3 clusters
  Score: Raw -1533561.344361 + Penalty 3081.887616 = -1530479.456745
  nChanged 45
		SP:Iteration 64Q (218122.570000 sec): 3 clusters
  Score: Raw -1533572.404787 + Penalty 3081.887616 = -1530490.517171
  nChanged 36
		SP:Iteration 65Q (218122.760000 sec): 3 clusters
  Score: Raw -1533581.949660 + Penalty 3081.887616 = -1530500.062044
  nChanged 32
		SP:Iteration 66Q (218122.940000 sec): 3 clusters
  Score: Raw -1533593.373627 + Penalty 3081.887616 = -1530511.486011
  nChanged 32
		SP:Iteration 67Q (218123.110000 sec): 3 clusters
  Score: Raw -1533604.107390 + Penalty 3081.887616 = -1530522.219774
  nChanged 29
		SP:Iteration 68Q (218123.300000 sec): 3 clusters
  Score: Raw -1533613.062788 + Penalty 3081.887616 = -1530531.175172
  nChanged 22
		SP:Iteration 69Q (218123.480000 sec): 3 clusters
  Score: Raw -1533618.243715 + Penalty 3081.887616 = -1530536.356099
  nChanged 13
		SP:Iteration 70Q (218123.650000 sec): 3 clusters
  Score: Raw -1533620.788002 + Penalty 3081.887616 = -1530538.900386
  nChanged 11
		SP:Iteration 71Q (218123.850000 sec): 3 clusters
  Score: Raw -1533622.818740 + Penalty 3081.887616 = -1530540.931124
  nChanged 10
		SP:Iteration 72Q (218124.010000 sec): 3 clusters
  Score: Raw -1533624.294974 + Penalty 3081.887616 = -1530542.407358
  nChanged 7
		SP:Iteration 73Q (218124.180000 sec): 3 clusters
  Score: Raw -1533625.243321 + Penalty 3081.887616 = -1530543.355705
  nChanged 4
		SP:Iteration 74Q (218124.370000 sec): 3 clusters
  Score: Raw -1533626.062500 + Penalty 3081.887616 = -1530544.174885
  nChanged 2
		SP:Iteration 75Q (218124.530000 sec): 3 clusters
  Score: Raw -1533626.358844 + Penalty 3081.887616 = -1530544.471228
  nChanged 3
		SP:Iteration 76Q (218124.690000 sec): 3 clusters
  Score: Raw -1533626.804097 + Penalty 3081.887616 = -1530544.916481
  nChanged 2
		SP:Iteration 77Q (218124.910000 sec): 3 clusters
  Score: Raw -1533627.115498 + Penalty 3081.887616 = -1530545.227882
  nChanged 2
		SP:Iteration 78Q (218125.080000 sec): 3 clusters
  Score: Raw -1533627.414029 + Penalty 3081.887616 = -1530545.526413
  nChanged 1
		SP:Iteration 79Q (218125.240000 sec): 3 clusters
  Score: Raw -1533627.518611 + Penalty 3081.887616 = -1530545.630995
  nChanged 0
		SP:Iteration 80F (218125.470000 sec): 3 clusters
  Score: Raw -1533627.518611 + Penalty 3081.887616 = -1530545.630995
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 70 (696 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (218125.520000 sec): 2 clusters
  Score: Raw -74215.286798 + Penalty 1063.619320 = -73151.667478
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (218125.540000 sec): 3 clusters
  Score: Raw -74052.317734 + Penalty 2127.238640 = -71925.079094
  nChanged 193
		SP:Iteration 1F (218125.550000 sec): 3 clusters
  Score: Raw -74277.589123 + Penalty 2127.238640 = -72150.350484
  nChanged 48
		SP:Iteration 2F (218125.570000 sec): 3 clusters
  Score: Raw -74356.508021 + Penalty 2127.238640 = -72229.269382
  nChanged 23
		SP:Iteration 3Q (218125.580000 sec): 3 clusters
  Score: Raw -74391.066968 + Penalty 2127.238640 = -72263.828328
  nChanged 18
		SP:Iteration 4Q (218125.590000 sec): 3 clusters
  Score: Raw -74413.526659 + Penalty 2127.238640 = -72286.288020
  nChanged 9
		SP:Iteration 5Q (218125.610000 sec): 3 clusters
  Score: Raw -74429.655207 + Penalty 2127.238640 = -72302.416567
  nChanged 7
		SP:Iteration 6Q (218125.620000 sec): 3 clusters
  Score: Raw -74442.174899 + Penalty 2127.238640 = -72314.936259
  nChanged 7
		SP:Iteration 7Q (218125.640000 sec): 3 clusters
  Score: Raw -74452.477076 + Penalty 2127.238640 = -72325.238436
  nChanged 6
		SP:Iteration 8Q (218125.650000 sec): 3 clusters
  Score: Raw -74460.515604 + Penalty 2127.238640 = -72333.276965
  nChanged 4
		SP:Iteration 9Q (218125.670000 sec): 3 clusters
  Score: Raw -74466.571469 + Penalty 2127.238640 = -72339.332829
  nChanged 0
		SP:Iteration 10F (218125.680000 sec): 3 clusters
  Score: Raw -74466.571469 + Penalty 2127.238640 = -72339.332829
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 71 (3140 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (218125.750000 sec): 2 clusters
  Score: Raw -352938.228508 + Penalty 1308.446438 = -351629.782070
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (218125.810000 sec): 3 clusters
  Score: Raw -351455.525285 + Penalty 2616.892876 = -348838.632409
  nChanged 1224
		SP:Iteration 1F (218125.870000 sec): 3 clusters
  Score: Raw -352296.425532 + Penalty 2616.892876 = -349679.532657
  nChanged 304
		SP:Iteration 2F (218125.930000 sec): 3 clusters
  Score: Raw -352622.668598 + Penalty 2616.892876 = -350005.775723
  nChanged 231
		SP:Iteration 3F (218125.980000 sec): 3 clusters
  Score: Raw -352898.379609 + Penalty 2616.892876 = -350281.486733
  nChanged 203
		SP:Iteration 4F (218126.040000 sec): 3 clusters
  Score: Raw -353094.964834 + Penalty 2616.892876 = -350478.071959
  nChanged 171
		SP:Iteration 5F (218126.100000 sec): 3 clusters
  Score: Raw -353267.813200 + Penalty 2616.892876 = -350650.920325
  nChanged 152
		SP:Iteration 6Q (218126.150000 sec): 3 clusters
  Score: Raw -353435.286544 + Penalty 2616.892876 = -350818.393668
  nChanged 132
		SP:Iteration 7Q (218126.210000 sec): 3 clusters
  Score: Raw -353576.836916 + Penalty 2616.892876 = -350959.944041
  nChanged 106
		SP:Iteration 8Q (218126.270000 sec): 3 clusters
  Score: Raw -353674.082510 + Penalty 2616.892876 = -351057.189635
  nChanged 80
		SP:Iteration 9Q (218126.320000 sec): 3 clusters
  Score: Raw -353738.921288 + Penalty 2616.892876 = -351122.028413
  nChanged 66
		SP:Iteration 10Q (218126.380000 sec): 3 clusters
  Score: Raw -353791.480697 + Penalty 2616.892876 = -351174.587821
  nChanged 60
		SP:Iteration 11Q (218126.430000 sec): 3 clusters
  Score: Raw -353837.926195 + Penalty 2616.892876 = -351221.033320
  nChanged 51
		SP:Iteration 12Q (218126.490000 sec): 3 clusters
  Score: Raw -353869.960337 + Penalty 2616.892876 = -351253.067461
  nChanged 28
		SP:Iteration 13Q (218126.550000 sec): 3 clusters
  Score: Raw -353883.251791 + Penalty 2616.892876 = -351266.358915
  nChanged 17
		SP:Iteration 14Q (218126.600000 sec): 3 clusters
  Score: Raw -353888.024088 + Penalty 2616.892876 = -351271.131212
  nChanged 7
		SP:Iteration 15Q (218126.660000 sec): 3 clusters
  Score: Raw -353890.702634 + Penalty 2616.892876 = -351273.809759
  nChanged 4
		SP:Iteration 16Q (218126.710000 sec): 3 clusters
  Score: Raw -353891.783760 + Penalty 2616.892876 = -351274.890884
  nChanged 4
		SP:Iteration 17Q (218126.770000 sec): 3 clusters
  Score: Raw -353893.125321 + Penalty 2616.892876 = -351276.232445
  nChanged 2
		SP:Iteration 18Q (218126.830000 sec): 3 clusters
  Score: Raw -353893.722967 + Penalty 2616.892876 = -351276.830091
  nChanged 4
		SP:Iteration 19Q (218126.880000 sec): 3 clusters
  Score: Raw -353895.411666 + Penalty 2616.892876 = -351278.518791
  nChanged 4
		SP:Iteration 20F (218126.940000 sec): 3 clusters
  Score: Raw -353897.076627 + Penalty 2616.892876 = -351280.183752
  nChanged 5
		SP:Iteration 21Q (218126.990000 sec): 3 clusters
  Score: Raw -353898.887840 + Penalty 2616.892876 = -351281.994964
  nChanged 3
		SP:Iteration 22Q (218127.050000 sec): 3 clusters
  Score: Raw -353899.845788 + Penalty 2616.892876 = -351282.952912
  nChanged 3
		SP:Iteration 23Q (218127.110000 sec): 3 clusters
  Score: Raw -353900.994869 + Penalty 2616.892876 = -351284.101994
  nChanged 1
		SP:Iteration 24Q (218127.160000 sec): 3 clusters
  Score: Raw -353901.122352 + Penalty 2616.892876 = -351284.229477
  nChanged 2
		SP:Iteration 25Q (218127.220000 sec): 3 clusters
  Score: Raw -353901.576386 + Penalty 2616.892876 = -351284.683511
  nChanged 0
		SP:Iteration 26F (218127.270000 sec): 3 clusters
  Score: Raw -353901.576386 + Penalty 2616.892876 = -351284.683511
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 72 (5585 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (218127.360000 sec): 2 clusters
  Score: Raw -656978.823494 + Penalty 1402.023953 = -655576.799541
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (218127.470000 sec): 3 clusters
  Score: Raw -654023.629252 + Penalty 2804.047906 = -651219.581345
  nChanged 2336
		SP:Iteration 1F (218127.570000 sec): 3 clusters
  Score: Raw -655565.254489 + Penalty 2804.047906 = -652761.206583
  nChanged 515
		SP:Iteration 2F (218127.710000 sec): 3 clusters
  Score: Raw -656098.439672 + Penalty 2804.047906 = -653294.391765
  nChanged 510
		SP:Iteration 3F (218127.810000 sec): 3 clusters
  Score: Raw -656565.247748 + Penalty 2804.047906 = -653761.199842
  nChanged 424
		SP:Iteration 4F (218127.910000 sec): 3 clusters
  Score: Raw -656908.463154 + Penalty 2804.047906 = -654104.415248
  nChanged 336
		SP:Iteration 5F (218128.000000 sec): 3 clusters
  Score: Raw -657132.061667 + Penalty 2804.047906 = -654328.013761
  nChanged 233
		SP:Iteration 6Q (218128.090000 sec): 3 clusters
  Score: Raw -657271.864403 + Penalty 2804.047906 = -654467.816497
  nChanged 176
		SP:Iteration 7Q (218128.190000 sec): 3 clusters
  Score: Raw -657372.548404 + Penalty 2804.047906 = -654568.500498
  nChanged 141
		SP:Iteration 8Q (218128.280000 sec): 3 clusters
  Score: Raw -657453.297537 + Penalty 2804.047906 = -654649.249630
  nChanged 113
		SP:Iteration 9Q (218128.380000 sec): 3 clusters
  Score: Raw -657534.058631 + Penalty 2804.047906 = -654730.010725
  nChanged 105
		SP:Iteration 10Q (218128.470000 sec): 3 clusters
  Score: Raw -657609.531192 + Penalty 2804.047906 = -654805.483285
  nChanged 98
		SP:Iteration 11Q (218128.570000 sec): 3 clusters
  Score: Raw -657683.899235 + Penalty 2804.047906 = -654879.851328
  nChanged 93
		SP:Iteration 12Q (218128.660000 sec): 3 clusters
  Score: Raw -657740.310167 + Penalty 2804.047906 = -654936.262261
  nChanged 72
		SP:Iteration 13Q (218128.750000 sec): 3 clusters
  Score: Raw -657777.218290 + Penalty 2804.047906 = -654973.170384
  nChanged 59
		SP:Iteration 14Q (218128.850000 sec): 3 clusters
  Score: Raw -657803.548292 + Penalty 2804.047906 = -654999.500385
  nChanged 49
		SP:Iteration 15Q (218128.940000 sec): 3 clusters
  Score: Raw -657824.632809 + Penalty 2804.047906 = -655020.584903
  nChanged 37
		SP:Iteration 16Q (218129.030000 sec): 3 clusters
  Score: Raw -657839.334578 + Penalty 2804.047906 = -655035.286672
  nChanged 34
		SP:Iteration 17Q (218129.130000 sec): 3 clusters
  Score: Raw -657851.041256 + Penalty 2804.047906 = -655046.993350
  nChanged 22
		SP:Iteration 18Q (218129.220000 sec): 3 clusters
  Score: Raw -657858.011758 + Penalty 2804.047906 = -655053.963852
  nChanged 17
		SP:Iteration 19Q (218129.320000 sec): 3 clusters
  Score: Raw -657863.506576 + Penalty 2804.047906 = -655059.458669
  nChanged 14
		SP:Iteration 20F (218129.410000 sec): 3 clusters
  Score: Raw -657868.401872 + Penalty 2804.047906 = -655064.353966
  nChanged 10
		SP:Iteration 21Q (218129.510000 sec): 3 clusters
  Score: Raw -657871.219469 + Penalty 2804.047906 = -655067.171562
  nChanged 5
		SP:Iteration 22Q (218129.600000 sec): 3 clusters
  Score: Raw -657872.073304 + Penalty 2804.047906 = -655068.025398
  nChanged 4
		SP:Iteration 23Q (218129.690000 sec): 3 clusters
  Score: Raw -657873.016547 + Penalty 2804.047906 = -655068.968641
  nChanged 3
		SP:Iteration 24Q (218129.780000 sec): 3 clusters
  Score: Raw -657873.869323 + Penalty 2804.047906 = -655069.821417
  nChanged 1
		SP:Iteration 25Q (218129.880000 sec): 3 clusters
  Score: Raw -657874.010534 + Penalty 2804.047906 = -655069.962628
  nChanged 2
		SP:Iteration 26Q (218129.970000 sec): 3 clusters
  Score: Raw -657874.214065 + Penalty 2804.047906 = -655070.166159
  nChanged 1
		SP:Iteration 27Q (218130.060000 sec): 3 clusters
  Score: Raw -657874.389988 + Penalty 2804.047906 = -655070.342082
  nChanged 1
		SP:Iteration 28Q (218130.150000 sec): 3 clusters
  Score: Raw -657874.508455 + Penalty 2804.047906 = -655070.460549
  nChanged 0
		SP:Iteration 29F (218130.250000 sec): 3 clusters
  Score: Raw -657874.508455 + Penalty 2804.047906 = -655070.460549
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 73 (2898 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (218130.320000 sec): 2 clusters
  Score: Raw -327017.719944 + Penalty 1295.413620 = -325722.306324
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (218130.370000 sec): 3 clusters
  Score: Raw -325705.395368 + Penalty 2590.827240 = -323114.568129
  nChanged 1040
		SP:Iteration 1F (218130.430000 sec): 3 clusters
  Score: Raw -326325.271442 + Penalty 2590.827240 = -323734.444203
  nChanged 208
		SP:Iteration 2F (218130.480000 sec): 3 clusters
  Score: Raw -326459.515328 + Penalty 2590.827240 = -323868.688088
  nChanged 161
		SP:Iteration 3F (218130.530000 sec): 3 clusters
  Score: Raw -326576.777122 + Penalty 2590.827240 = -323985.949882
  nChanged 134
		SP:Iteration 4Q (218130.590000 sec): 3 clusters
  Score: Raw -326677.162194 + Penalty 2590.827240 = -324086.334954
  nChanged 112
		SP:Iteration 5Q (218130.640000 sec): 3 clusters
  Score: Raw -326766.353478 + Penalty 2590.827240 = -324175.526238
  nChanged 116
		SP:Iteration 6Q (218130.690000 sec): 3 clusters
  Score: Raw -326878.239716 + Penalty 2590.827240 = -324287.412476
  nChanged 121
		SP:Iteration 7Q (218130.750000 sec): 3 clusters
  Score: Raw -326974.096407 + Penalty 2590.827240 = -324383.269167
  nChanged 111
		SP:Iteration 8Q (218130.800000 sec): 3 clusters
  Score: Raw -327059.941579 + Penalty 2590.827240 = -324469.114339
  nChanged 93
		SP:Iteration 9Q (218130.850000 sec): 3 clusters
  Score: Raw -327121.302928 + Penalty 2590.827240 = -324530.475688
  nChanged 59
		SP:Iteration 10Q (218130.900000 sec): 3 clusters
  Score: Raw -327174.644412 + Penalty 2590.827240 = -324583.817172
  nChanged 61
		SP:Iteration 11Q (218130.950000 sec): 3 clusters
  Score: Raw -327222.288561 + Penalty 2590.827240 = -324631.461321
  nChanged 53
		SP:Iteration 12Q (218131.000000 sec): 3 clusters
  Score: Raw -327261.972550 + Penalty 2590.827240 = -324671.145310
  nChanged 50
		SP:Iteration 13Q (218131.050000 sec): 3 clusters
  Score: Raw -327300.788651 + Penalty 2590.827240 = -324709.961411
  nChanged 50
		SP:Iteration 14Q (218131.110000 sec): 3 clusters
  Score: Raw -327331.686199 + Penalty 2590.827240 = -324740.858959
  nChanged 37
		SP:Iteration 15Q (218131.160000 sec): 3 clusters
  Score: Raw -327357.205743 + Penalty 2590.827240 = -324766.378503
  nChanged 35
		SP:Iteration 16Q (218131.210000 sec): 3 clusters
  Score: Raw -327379.592899 + Penalty 2590.827240 = -324788.765659
  nChanged 31
		SP:Iteration 17Q (218131.260000 sec): 3 clusters
  Score: Raw -327404.345605 + Penalty 2590.827240 = -324813.518365
  nChanged 28
		SP:Iteration 18Q (218131.320000 sec): 3 clusters
  Score: Raw -327419.178389 + Penalty 2590.827240 = -324828.351149
  nChanged 21
		SP:Iteration 19Q (218131.360000 sec): 3 clusters
  Score: Raw -327431.363488 + Penalty 2590.827240 = -324840.536248
  nChanged 17
		SP:Iteration 20F (218131.420000 sec): 3 clusters
  Score: Raw -327440.100154 + Penalty 2590.827240 = -324849.272914
  nChanged 17
		SP:Iteration 21Q (218131.470000 sec): 3 clusters
  Score: Raw -327449.326572 + Penalty 2590.827240 = -324858.499332
  nChanged 17
		SP:Iteration 22Q (218131.520000 sec): 3 clusters
  Score: Raw -327459.197315 + Penalty 2590.827240 = -324868.370075
  nChanged 13
		SP:Iteration 23Q (218131.570000 sec): 3 clusters
  Score: Raw -327463.514210 + Penalty 2590.827240 = -324872.686970
  nChanged 6
		SP:Iteration 24Q (218131.620000 sec): 3 clusters
  Score: Raw -327466.024459 + Penalty 2590.827240 = -324875.197219
  nChanged 8
		SP:Iteration 25Q (218131.670000 sec): 3 clusters
  Score: Raw -327469.323112 + Penalty 2590.827240 = -324878.495872
  nChanged 4
		SP:Iteration 26Q (218131.720000 sec): 3 clusters
  Score: Raw -327470.388079 + Penalty 2590.827240 = -324879.560839
  nChanged 3
		SP:Iteration 27Q (218131.770000 sec): 3 clusters
  Score: Raw -327471.291431 + Penalty 2590.827240 = -324880.464191
  nChanged 1
		SP:Iteration 28Q (218131.820000 sec): 3 clusters
  Score: Raw -327471.721772 + Penalty 2590.827240 = -324880.894532
  nChanged 2
		SP:Iteration 29Q (218131.870000 sec): 3 clusters
  Score: Raw -327472.180884 + Penalty 2590.827240 = -324881.353644
  nChanged 0
		SP:Iteration 30F (218131.920000 sec): 3 clusters
  Score: Raw -327472.180884 + Penalty 2590.827240 = -324881.353644
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 74 (7250 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (218132.020000 sec): 2 clusters
  Score: Raw -821855.581632 + Penalty 1444.422972 = -820411.158661
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (218132.150000 sec): 3 clusters
  Score: Raw -817945.082194 + Penalty 2888.845943 = -815056.236251
  nChanged 2980
		SP:Iteration 1F (218132.270000 sec): 3 clusters
  Score: Raw -819527.763587 + Penalty 2888.845943 = -816638.917644
  nChanged 457
		SP:Iteration 2F (218132.380000 sec): 3 clusters
  Score: Raw -819753.157065 + Penalty 2888.845943 = -816864.311122
  nChanged 372
		SP:Iteration 3F (218132.510000 sec): 3 clusters
  Score: Raw -819931.962031 + Penalty 2888.845943 = -817043.116088
  nChanged 325
		SP:Iteration 4Q (218132.630000 sec): 3 clusters
  Score: Raw -820090.561023 + Penalty 2888.845943 = -817201.715080
  nChanged 305
		SP:Iteration 5Q (218132.750000 sec): 3 clusters
  Score: Raw -820251.898116 + Penalty 2888.845943 = -817363.052173
  nChanged 292
		SP:Iteration 6Q (218132.880000 sec): 3 clusters
  Score: Raw -820418.710285 + Penalty 2888.845943 = -817529.864342
  nChanged 320
		SP:Iteration 7Q (218133.000000 sec): 3 clusters
  Score: Raw -820625.850165 + Penalty 2888.845943 = -817737.004222
  nChanged 338
		SP:Iteration 8Q (218133.120000 sec): 3 clusters
  Score: Raw -820808.121898 + Penalty 2888.845943 = -817919.275955
  nChanged 300
		SP:Iteration 9Q (218133.250000 sec): 3 clusters
  Score: Raw -820977.277574 + Penalty 2888.845943 = -818088.431631
  nChanged 280
		SP:Iteration 10Q (218133.380000 sec): 3 clusters
  Score: Raw -821128.029780 + Penalty 2888.845943 = -818239.183837
  nChanged 250
		SP:Iteration 11Q (218133.510000 sec): 3 clusters
  Score: Raw -821247.100154 + Penalty 2888.845943 = -818358.254211
  nChanged 214
		SP:Iteration 12Q (218133.640000 sec): 3 clusters
  Score: Raw -821351.958438 + Penalty 2888.845943 = -818463.112495
  nChanged 195
		SP:Iteration 13Q (218133.770000 sec): 3 clusters
  Score: Raw -821449.952595 + Penalty 2888.845943 = -818561.106652
  nChanged 168
		SP:Iteration 14Q (218133.900000 sec): 3 clusters
  Score: Raw -821533.723368 + Penalty 2888.845943 = -818644.877425
  nChanged 153
		SP:Iteration 15Q (218134.020000 sec): 3 clusters
  Score: Raw -821593.705545 + Penalty 2888.845943 = -818704.859602
  nChanged 124
		SP:Iteration 16Q (218134.150000 sec): 3 clusters
  Score: Raw -821636.258051 + Penalty 2888.845943 = -818747.412108
  nChanged 93
		SP:Iteration 17Q (218134.280000 sec): 3 clusters
  Score: Raw -821666.691941 + Penalty 2888.845943 = -818777.845998
  nChanged 84
		SP:Iteration 18Q (218134.410000 sec): 3 clusters
  Score: Raw -821691.394377 + Penalty 2888.845943 = -818802.548434
  nChanged 54
		SP:Iteration 19Q (218134.530000 sec): 3 clusters
  Score: Raw -821705.280709 + Penalty 2888.845943 = -818816.434766
  nChanged 54
		SP:Iteration 20F (218134.660000 sec): 3 clusters
  Score: Raw -821722.698572 + Penalty 2888.845943 = -818833.852629
  nChanged 55
		SP:Iteration 21Q (218134.790000 sec): 3 clusters
  Score: Raw -821739.180019 + Penalty 2888.845943 = -818850.334076
  nChanged 57
		SP:Iteration 22Q (218134.920000 sec): 3 clusters
  Score: Raw -821756.431640 + Penalty 2888.845943 = -818867.585697
  nChanged 64
		SP:Iteration 23Q (218135.040000 sec): 3 clusters
  Score: Raw -821777.692408 + Penalty 2888.845943 = -818888.846465
  nChanged 66
		SP:Iteration 24Q (218135.170000 sec): 3 clusters
  Score: Raw -821801.561050 + Penalty 2888.845943 = -818912.715107
  nChanged 64
		SP:Iteration 25Q (218135.300000 sec): 3 clusters
  Score: Raw -821823.782426 + Penalty 2888.845943 = -818934.936483
  nChanged 53
		SP:Iteration 26Q (218135.430000 sec): 3 clusters
  Score: Raw -821838.072991 + Penalty 2888.845943 = -818949.227048
  nChanged 48
		SP:Iteration 27Q (218135.560000 sec): 3 clusters
  Score: Raw -821855.334307 + Penalty 2888.845943 = -818966.488364
  nChanged 53
		SP:Iteration 28Q (218135.680000 sec): 3 clusters
  Score: Raw -821875.520769 + Penalty 2888.845943 = -818986.674826
  nChanged 64
		SP:Iteration 29Q (218135.800000 sec): 3 clusters
  Score: Raw -821903.103366 + Penalty 2888.845943 = -819014.257423
  nChanged 71
		SP:Iteration 30Q (218135.930000 sec): 3 clusters
  Score: Raw -821940.284501 + Penalty 2888.845943 = -819051.438558
  nChanged 86
		SP:Iteration 31Q (218136.060000 sec): 3 clusters
  Score: Raw -821991.387167 + Penalty 2888.845943 = -819102.541223
  nChanged 107
		SP:Iteration 32Q (218136.180000 sec): 3 clusters
  Score: Raw -822059.158303 + Penalty 2888.845943 = -819170.312360
  nChanged 108
		SP:Iteration 33Q (218136.300000 sec): 3 clusters
  Score: Raw -822122.349251 + Penalty 2888.845943 = -819233.503308
  nChanged 110
		SP:Iteration 34Q (218136.420000 sec): 3 clusters
  Score: Raw -822192.914975 + Penalty 2888.845943 = -819304.069031
  nChanged 99
		SP:Iteration 35Q (218136.540000 sec): 3 clusters
  Score: Raw -822250.715810 + Penalty 2888.845943 = -819361.869867
  nChanged 79
		SP:Iteration 36Q (218136.670000 sec): 3 clusters
  Score: Raw -822276.212466 + Penalty 2888.845943 = -819387.366523
  nChanged 60
		SP:Iteration 37Q (218136.790000 sec): 3 clusters
  Score: Raw -822292.813837 + Penalty 2888.845943 = -819403.967894
  nChanged 40
		SP:Iteration 38Q (218136.910000 sec): 3 clusters
  Score: Raw -822300.369740 + Penalty 2888.845943 = -819411.523797
  nChanged 22
		SP:Iteration 39Q (218137.030000 sec): 3 clusters
  Score: Raw -822303.708910 + Penalty 2888.845943 = -819414.862967
  nChanged 15
		SP:Iteration 40F (218137.160000 sec): 3 clusters
  Score: Raw -822306.279494 + Penalty 2888.845943 = -819417.433551
  nChanged 16
		SP:Iteration 41Q (218137.280000 sec): 3 clusters
  Score: Raw -822308.378581 + Penalty 2888.845943 = -819419.532638
  nChanged 8
		SP:Iteration 42Q (218137.400000 sec): 3 clusters
  Score: Raw -822309.765192 + Penalty 2888.845943 = -819420.919249
  nChanged 9
		SP:Iteration 43Q (218137.530000 sec): 3 clusters
  Score: Raw -822311.457083 + Penalty 2888.845943 = -819422.611139
  nChanged 7
		SP:Iteration 44Q (218137.650000 sec): 3 clusters
  Score: Raw -822312.379749 + Penalty 2888.845943 = -819423.533805
  nChanged 6
		SP:Iteration 45Q (218137.770000 sec): 3 clusters
  Score: Raw -822313.579642 + Penalty 2888.845943 = -819424.733699
  nChanged 9
		SP:Iteration 46Q (218137.890000 sec): 3 clusters
  Score: Raw -822314.773596 + Penalty 2888.845943 = -819425.927653
  nChanged 8
		SP:Iteration 47Q (218138.020000 sec): 3 clusters
  Score: Raw -822315.991727 + Penalty 2888.845943 = -819427.145784
  nChanged 9
		SP:Iteration 48Q (218138.140000 sec): 3 clusters
  Score: Raw -822317.577662 + Penalty 2888.845943 = -819428.731719
  nChanged 9
		SP:Iteration 49Q (218138.260000 sec): 3 clusters
  Score: Raw -822319.275083 + Penalty 2888.845943 = -819430.429140
  nChanged 7
		SP:Iteration 50Q (218138.420000 sec): 3 clusters
  Score: Raw -822320.528498 + Penalty 2888.845943 = -819431.682554
  nChanged 6
		SP:Iteration 51Q (218138.550000 sec): 3 clusters
  Score: Raw -822321.294874 + Penalty 2888.845943 = -819432.448931
  nChanged 3
		SP:Iteration 52Q (218138.670000 sec): 3 clusters
  Score: Raw -822321.638646 + Penalty 2888.845943 = -819432.792703
  nChanged 2
		SP:Iteration 53Q (218138.790000 sec): 3 clusters
  Score: Raw -822321.961474 + Penalty 2888.845943 = -819433.115531
  nChanged 2
		SP:Iteration 54Q (218138.910000 sec): 3 clusters
  Score: Raw -822322.168202 + Penalty 2888.845943 = -819433.322259
  nChanged 0
		SP:Iteration 55F (218139.030000 sec): 3 clusters
  Score: Raw -822322.168202 + Penalty 2888.845943 = -819433.322259
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 75 (4299 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (218139.110000 sec): 2 clusters
  Score: Raw -479751.143021 + Penalty 1359.497379 = -478391.645642
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (218139.200000 sec): 3 clusters
  Score: Raw -477549.090726 + Penalty 2718.994758 = -474830.095968
  nChanged 1694
		SP:Iteration 1F (218139.280000 sec): 3 clusters
  Score: Raw -478676.842236 + Penalty 2718.994758 = -475957.847478
  nChanged 425
		SP:Iteration 2F (218139.360000 sec): 3 clusters
  Score: Raw -479168.664109 + Penalty 2718.994758 = -476449.669351
  nChanged 375
		SP:Iteration 3F (218139.440000 sec): 3 clusters
  Score: Raw -479721.606280 + Penalty 2718.994758 = -477002.611522
  nChanged 355
		SP:Iteration 4F (218139.520000 sec): 3 clusters
  Score: Raw -480214.191314 + Penalty 2718.994758 = -477495.196556
  nChanged 314
		SP:Iteration 5F (218139.600000 sec): 3 clusters
  Score: Raw -480601.863694 + Penalty 2718.994758 = -477882.868936
  nChanged 249
		SP:Iteration 6F (218139.680000 sec): 3 clusters
  Score: Raw -481012.500064 + Penalty 2718.994758 = -478293.505306
  nChanged 175
		SP:Iteration 7Q (218139.750000 sec): 3 clusters
  Score: Raw -481257.486561 + Penalty 2718.994758 = -478538.491803
  nChanged 104
		SP:Iteration 8Q (218139.820000 sec): 3 clusters
  Score: Raw -481336.186038 + Penalty 2718.994758 = -478617.191280
  nChanged 50
		SP:Iteration 9Q (218139.900000 sec): 3 clusters
  Score: Raw -481363.561976 + Penalty 2718.994758 = -478644.567218
  nChanged 33
		SP:Iteration 10Q (218139.970000 sec): 3 clusters
  Score: Raw -481377.914984 + Penalty 2718.994758 = -478658.920226
  nChanged 27
		SP:Iteration 11Q (218140.050000 sec): 3 clusters
  Score: Raw -481390.204260 + Penalty 2718.994758 = -478671.209502
  nChanged 21
		SP:Iteration 12Q (218140.120000 sec): 3 clusters
  Score: Raw -481398.856530 + Penalty 2718.994758 = -478679.861772
  nChanged 16
		SP:Iteration 13Q (218140.200000 sec): 3 clusters
  Score: Raw -481404.717538 + Penalty 2718.994758 = -478685.722780
  nChanged 13
		SP:Iteration 14Q (218140.270000 sec): 3 clusters
  Score: Raw -481410.510777 + Penalty 2718.994758 = -478691.516020
  nChanged 7
		SP:Iteration 15Q (218140.340000 sec): 3 clusters
  Score: Raw -481413.367452 + Penalty 2718.994758 = -478694.372694
  nChanged 6
		SP:Iteration 16Q (218140.420000 sec): 3 clusters
  Score: Raw -481414.676045 + Penalty 2718.994758 = -478695.681287
  nChanged 5
		SP:Iteration 17Q (218140.500000 sec): 3 clusters
  Score: Raw -481416.030410 + Penalty 2718.994758 = -478697.035652
  nChanged 4
		SP:Iteration 18Q (218140.570000 sec): 3 clusters
  Score: Raw -481417.269731 + Penalty 2718.994758 = -478698.274973
  nChanged 3
		SP:Iteration 19Q (218140.640000 sec): 3 clusters
  Score: Raw -481417.904259 + Penalty 2718.994758 = -478698.909501
  nChanged 2
		SP:Iteration 20F (218140.720000 sec): 3 clusters
  Score: Raw -481418.737478 + Penalty 2718.994758 = -478699.742720
  nChanged 0
  Score: Raw -119185031.229451 + Penalty 281295.855392 = -118903735.374059

Splitting cluster 75 changes total score from -118904314.841654 to -118903735.374059

 So it's not getting split.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 76 (5299 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (218518.950000 sec): 2 clusters
  Score: Raw -656557.273992 + Penalty 1393.481928 = -655163.792064
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (218519.070000 sec): 3 clusters
  Score: Raw -653761.581387 + Penalty 2786.963856 = -650974.617531
  nChanged 2179
		SP:Iteration 1F (218519.170000 sec): 3 clusters
  Score: Raw -655029.743170 + Penalty 2786.963856 = -652242.779314
  nChanged 438
		SP:Iteration 2F (218519.260000 sec): 3 clusters
  Score: Raw -655283.882654 + Penalty 2786.963856 = -652496.918798
  nChanged 353
		SP:Iteration 3F (218519.360000 sec): 3 clusters
  Score: Raw -655507.145220 + Penalty 2786.963856 = -652720.181364
  nChanged 298
		SP:Iteration 4F (218519.450000 sec): 3 clusters
  Score: Raw -655711.814868 + Penalty 2786.963856 = -652924.851012
  nChanged 281
		SP:Iteration 5F (218519.540000 sec): 3 clusters
  Score: Raw -655917.220464 + Penalty 2786.963856 = -653130.256608
  nChanged 243
		SP:Iteration 6Q (218519.640000 sec): 3 clusters
  Score: Raw -656095.829547 + Penalty 2786.963856 = -653308.865691
  nChanged 201
		SP:Iteration 7Q (218519.730000 sec): 3 clusters
  Score: Raw -656244.612310 + Penalty 2786.963856 = -653457.648455
  nChanged 163
		SP:Iteration 8Q (218519.820000 sec): 3 clusters
  Score: Raw -656356.923090 + Penalty 2786.963856 = -653569.959234
  nChanged 112
		SP:Iteration 9Q (218519.920000 sec): 3 clusters
  Score: Raw -656430.691654 + Penalty 2786.963856 = -653643.727798
  nChanged 96
		SP:Iteration 10Q (218520.010000 sec): 3 clusters
  Score: Raw -656498.826094 + Penalty 2786.963856 = -653711.862238
  nChanged 80
		SP:Iteration 11Q (218520.100000 sec): 3 clusters
  Score: Raw -656544.701784 + Penalty 2786.963856 = -653757.737928
  nChanged 49
		SP:Iteration 12Q (218520.190000 sec): 3 clusters
  Score: Raw -656573.157466 + Penalty 2786.963856 = -653786.193611
  nChanged 37
		SP:Iteration 13Q (218520.280000 sec): 3 clusters
  Score: Raw -656591.769128 + Penalty 2786.963856 = -653804.805272
  nChanged 34
		SP:Iteration 14Q (218520.380000 sec): 3 clusters
  Score: Raw -656615.385342 + Penalty 2786.963856 = -653828.421486
  nChanged 29
		SP:Iteration 15Q (218520.470000 sec): 3 clusters
  Score: Raw -656633.846090 + Penalty 2786.963856 = -653846.882234
  nChanged 30
		SP:Iteration 16Q (218520.560000 sec): 3 clusters
  Score: Raw -656652.796457 + Penalty 2786.963856 = -653865.832601
  nChanged 17
		SP:Iteration 17Q (218520.650000 sec): 3 clusters
  Score: Raw -656665.888431 + Penalty 2786.963856 = -653878.924575
  nChanged 22
		SP:Iteration 18Q (218520.740000 sec): 3 clusters
  Score: Raw -656680.345562 + Penalty 2786.963856 = -653893.381706
  nChanged 18
		SP:Iteration 19Q (218520.840000 sec): 3 clusters
  Score: Raw -656694.820926 + Penalty 2786.963856 = -653907.857071
  nChanged 19
		SP:Iteration 20F (218520.930000 sec): 3 clusters
  Score: Raw -656707.372844 + Penalty 2786.963856 = -653920.408988
  nChanged 12
		SP:Iteration 21Q (218521.020000 sec): 3 clusters
  Score: Raw -656717.377279 + Penalty 2786.963856 = -653930.413423
  nChanged 14
		SP:Iteration 22Q (218521.110000 sec): 3 clusters
  Score: Raw -656727.512716 + Penalty 2786.963856 = -653940.548860
  nChanged 15
		SP:Iteration 23Q (218521.200000 sec): 3 clusters
  Score: Raw -656738.939508 + Penalty 2786.963856 = -653951.975653
  nChanged 15
		SP:Iteration 24Q (218521.300000 sec): 3 clusters
  Score: Raw -656749.465121 + Penalty 2786.963856 = -653962.501265
  nChanged 9
		SP:Iteration 25Q (218521.380000 sec): 3 clusters
  Score: Raw -656755.414080 + Penalty 2786.963856 = -653968.450224
  nChanged 8
		SP:Iteration 26Q (218521.480000 sec): 3 clusters
  Score: Raw -656759.865558 + Penalty 2786.963856 = -653972.901702
  nChanged 5
		SP:Iteration 27Q (218521.570000 sec): 3 clusters
  Score: Raw -656762.636942 + Penalty 2786.963856 = -653975.673086
  nChanged 4
		SP:Iteration 28Q (218521.660000 sec): 3 clusters
  Score: Raw -656765.033648 + Penalty 2786.963856 = -653978.069793
  nChanged 5
		SP:Iteration 29Q (218521.750000 sec): 3 clusters
  Score: Raw -656767.338742 + Penalty 2786.963856 = -653980.374887
  nChanged 3
		SP:Iteration 30Q (218521.840000 sec): 3 clusters
  Score: Raw -656769.703333 + Penalty 2786.963856 = -653982.739477
  nChanged 4
		SP:Iteration 31Q (218521.930000 sec): 3 clusters
  Score: Raw -656773.805016 + Penalty 2786.963856 = -653986.841160
  nChanged 8
		SP:Iteration 32Q (218522.020000 sec): 3 clusters
  Score: Raw -656780.163402 + Penalty 2786.963856 = -653993.199546
  nChanged 5
		SP:Iteration 33Q (218522.110000 sec): 3 clusters
  Score: Raw -656785.005941 + Penalty 2786.963856 = -653998.042085
  nChanged 3
		SP:Iteration 34Q (218522.200000 sec): 3 clusters
  Score: Raw -656787.483900 + Penalty 2786.963856 = -654000.520044
  nChanged 4
		SP:Iteration 35Q (218522.290000 sec): 3 clusters
  Score: Raw -656791.283752 + Penalty 2786.963856 = -654004.319897
  nChanged 0
		SP:Iteration 36F (218522.380000 sec): 3 clusters
  Score: Raw -656791.283752 + Penalty 2786.963856 = -654004.319897
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 77 (6607 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (218522.470000 sec): 2 clusters
  Score: Raw -778264.755881 + Penalty 1429.331308 = -776835.424573
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (218522.620000 sec): 3 clusters
  Score: Raw -774663.216577 + Penalty 2858.662616 = -771804.553961
  nChanged 2752
		SP:Iteration 1F (218522.720000 sec): 3 clusters
  Score: Raw -776140.117810 + Penalty 2858.662616 = -773281.455194
  nChanged 491
		SP:Iteration 2F (218522.830000 sec): 3 clusters
  Score: Raw -776418.306921 + Penalty 2858.662616 = -773559.644305
  nChanged 427
		SP:Iteration 3F (218522.930000 sec): 3 clusters
  Score: Raw -776682.544307 + Penalty 2858.662616 = -773823.881691
  nChanged 366
		SP:Iteration 4F (218523.040000 sec): 3 clusters
  Score: Raw -776906.819711 + Penalty 2858.662616 = -774048.157095
  nChanged 380
		SP:Iteration 5F (218523.140000 sec): 3 clusters
  Score: Raw -777138.598308 + Penalty 2858.662616 = -774279.935692
  nChanged 348
		SP:Iteration 6F (218523.240000 sec): 3 clusters
  Score: Raw -777360.187765 + Penalty 2858.662616 = -774501.525150
  nChanged 325
		SP:Iteration 7Q (218523.340000 sec): 3 clusters
  Score: Raw -777574.925047 + Penalty 2858.662616 = -774716.262431
  nChanged 297
		SP:Iteration 8Q (218523.450000 sec): 3 clusters
  Score: Raw -777799.212864 + Penalty 2858.662616 = -774940.550248
  nChanged 272
		SP:Iteration 9Q (218523.550000 sec): 3 clusters
  Score: Raw -777998.491249 + Penalty 2858.662616 = -775139.828633
  nChanged 243
		SP:Iteration 10Q (218523.650000 sec): 3 clusters
  Score: Raw -778156.520857 + Penalty 2858.662616 = -775297.858241
  nChanged 196
		SP:Iteration 11Q (218523.760000 sec): 3 clusters
  Score: Raw -778280.908999 + Penalty 2858.662616 = -775422.246383
  nChanged 155
		SP:Iteration 12Q (218523.860000 sec): 3 clusters
  Score: Raw -778361.825405 + Penalty 2858.662616 = -775503.162789
  nChanged 110
		SP:Iteration 13Q (218523.960000 sec): 3 clusters
  Score: Raw -778424.424356 + Penalty 2858.662616 = -775565.761740
  nChanged 114
		SP:Iteration 14Q (218524.060000 sec): 3 clusters
  Score: Raw -778490.729865 + Penalty 2858.662616 = -775632.067249
  nChanged 85
		SP:Iteration 15Q (218524.170000 sec): 3 clusters
  Score: Raw -778539.774655 + Penalty 2858.662616 = -775681.112039
  nChanged 65
		SP:Iteration 16Q (218524.270000 sec): 3 clusters
  Score: Raw -778572.601614 + Penalty 2858.662616 = -775713.938998
  nChanged 45
		SP:Iteration 17Q (218524.370000 sec): 3 clusters
  Score: Raw -778596.629325 + Penalty 2858.662616 = -775737.966709
  nChanged 46
		SP:Iteration 18Q (218524.470000 sec): 3 clusters
  Score: Raw -778621.897859 + Penalty 2858.662616 = -775763.235243
  nChanged 37
		SP:Iteration 19Q (218524.570000 sec): 3 clusters
  Score: Raw -778640.019114 + Penalty 2858.662616 = -775781.356498
  nChanged 41
		SP:Iteration 20F (218524.680000 sec): 3 clusters
  Score: Raw -778664.599436 + Penalty 2858.662616 = -775805.936820
  nChanged 41
		SP:Iteration 21Q (218524.780000 sec): 3 clusters
  Score: Raw -778688.765964 + Penalty 2858.662616 = -775830.103348
  nChanged 38
		SP:Iteration 22Q (218524.880000 sec): 3 clusters
  Score: Raw -778706.371027 + Penalty 2858.662616 = -775847.708411
  nChanged 35
		SP:Iteration 23Q (218524.990000 sec): 3 clusters
  Score: Raw -778721.305332 + Penalty 2858.662616 = -775862.642716
  nChanged 32
		SP:Iteration 24Q (218525.090000 sec): 3 clusters
  Score: Raw -778733.514218 + Penalty 2858.662616 = -775874.851602
  nChanged 24
		SP:Iteration 25Q (218525.190000 sec): 3 clusters
  Score: Raw -778743.978329 + Penalty 2858.662616 = -775885.315713
  nChanged 24
		SP:Iteration 26Q (218525.290000 sec): 3 clusters
  Score: Raw -778752.477956 + Penalty 2858.662616 = -775893.815340
  nChanged 15
		SP:Iteration 27Q (218525.390000 sec): 3 clusters
  Score: Raw -778756.126968 + Penalty 2858.662616 = -775897.464352
  nChanged 12
		SP:Iteration 28Q (218525.490000 sec): 3 clusters
  Score: Raw -778758.809081 + Penalty 2858.662616 = -775900.146465
  nChanged 7
		SP:Iteration 29Q (218525.590000 sec): 3 clusters
  Score: Raw -778761.588198 + Penalty 2858.662616 = -775902.925582
  nChanged 14
		SP:Iteration 30Q (218525.690000 sec): 3 clusters
  Score: Raw -778766.018799 + Penalty 2858.662616 = -775907.356183
  nChanged 5
		SP:Iteration 31Q (218525.790000 sec): 3 clusters
  Score: Raw -778766.987627 + Penalty 2858.662616 = -775908.325012
  nChanged 4
		SP:Iteration 32Q (218525.890000 sec): 3 clusters
  Score: Raw -778767.686571 + Penalty 2858.662616 = -775909.023955
  nChanged 3
		SP:Iteration 33Q (218525.990000 sec): 3 clusters
  Score: Raw -778768.688320 + Penalty 2858.662616 = -775910.025704
  nChanged 1
		SP:Iteration 34Q (218526.090000 sec): 3 clusters
  Score: Raw -778769.110788 + Penalty 2858.662616 = -775910.448172
  nChanged 1
		SP:Iteration 35Q (218526.190000 sec): 3 clusters
  Score: Raw -778769.178220 + Penalty 2858.662616 = -775910.515605
  nChanged 0
		SP:Iteration 36F (218526.290000 sec): 3 clusters
  Score: Raw -778769.178220 + Penalty 2858.662616 = -775910.515605
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 78 (2974 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (218526.360000 sec): 2 clusters
  Score: Raw -334422.371719 + Penalty 1299.620258 = -333122.751461
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (218526.420000 sec): 3 clusters
  Score: Raw -333011.641886 + Penalty 2599.240516 = -330412.401370
  nChanged 1135
		SP:Iteration 1F (218526.480000 sec): 3 clusters
  Score: Raw -333718.045205 + Penalty 2599.240516 = -331118.804689
  nChanged 267
		SP:Iteration 2F (218526.530000 sec): 3 clusters
  Score: Raw -333903.648325 + Penalty 2599.240516 = -331304.407809
  nChanged 163
		SP:Iteration 3F (218526.590000 sec): 3 clusters
  Score: Raw -334016.453989 + Penalty 2599.240516 = -331417.213473
  nChanged 126
		SP:Iteration 4Q (218526.650000 sec): 3 clusters
  Score: Raw -334097.382846 + Penalty 2599.240516 = -331498.142330
  nChanged 95
		SP:Iteration 5Q (218526.700000 sec): 3 clusters
  Score: Raw -334153.851064 + Penalty 2599.240516 = -331554.610548
  nChanged 84
		SP:Iteration 6Q (218526.760000 sec): 3 clusters
  Score: Raw -334194.217521 + Penalty 2599.240516 = -331594.977005
  nChanged 67
		SP:Iteration 7Q (218526.820000 sec): 3 clusters
  Score: Raw -334222.375658 + Penalty 2599.240516 = -331623.135141
  nChanged 56
		SP:Iteration 8Q (218526.880000 sec): 3 clusters
  Score: Raw -334241.846439 + Penalty 2599.240516 = -331642.605923
  nChanged 37
		SP:Iteration 9Q (218526.930000 sec): 3 clusters
  Score: Raw -334253.819859 + Penalty 2599.240516 = -331654.579342
  nChanged 22
		SP:Iteration 10Q (218526.990000 sec): 3 clusters
  Score: Raw -334259.831584 + Penalty 2599.240516 = -331660.591068
  nChanged 17
		SP:Iteration 11Q (218527.040000 sec): 3 clusters
  Score: Raw -334269.572823 + Penalty 2599.240516 = -331670.332307
  nChanged 27
		SP:Iteration 12Q (218527.100000 sec): 3 clusters
  Score: Raw -334279.180903 + Penalty 2599.240516 = -331679.940387
  nChanged 30
		SP:Iteration 13Q (218527.160000 sec): 3 clusters
  Score: Raw -334289.286893 + Penalty 2599.240516 = -331690.046377
  nChanged 29
		SP:Iteration 14Q (218527.220000 sec): 3 clusters
  Score: Raw -334299.410290 + Penalty 2599.240516 = -331700.169774
  nChanged 31
		SP:Iteration 15Q (218527.270000 sec): 3 clusters
  Score: Raw -334310.119525 + Penalty 2599.240516 = -331710.879009
  nChanged 34
		SP:Iteration 16Q (218527.330000 sec): 3 clusters
  Score: Raw -334319.487484 + Penalty 2599.240516 = -331720.246968
  nChanged 23
		SP:Iteration 17Q (218527.390000 sec): 3 clusters
  Score: Raw -334326.727995 + Penalty 2599.240516 = -331727.487478
  nChanged 26
		SP:Iteration 18Q (218527.440000 sec): 3 clusters
  Score: Raw -334334.407363 + Penalty 2599.240516 = -331735.166847
  nChanged 31
		SP:Iteration 19Q (218527.500000 sec): 3 clusters
  Score: Raw -334346.678569 + Penalty 2599.240516 = -331747.438053
  nChanged 35
		SP:Iteration 20F (218527.560000 sec): 3 clusters
  Score: Raw -334362.551091 + Penalty 2599.240516 = -331763.310575
  nChanged 31
		SP:Iteration 21Q (218527.620000 sec): 3 clusters
  Score: Raw -334374.524392 + Penalty 2599.240516 = -331775.283875
  nChanged 32
		SP:Iteration 22Q (218527.670000 sec): 3 clusters
  Score: Raw -334388.404152 + Penalty 2599.240516 = -331789.163636
  nChanged 32
		SP:Iteration 23Q (218527.730000 sec): 3 clusters
  Score: Raw -334405.139124 + Penalty 2599.240516 = -331805.898608
  nChanged 25
		SP:Iteration 24Q (218527.790000 sec): 3 clusters
  Score: Raw -334416.370903 + Penalty 2599.240516 = -331817.130386
  nChanged 28
		SP:Iteration 25Q (218527.840000 sec): 3 clusters
  Score: Raw -334428.546090 + Penalty 2599.240516 = -331829.305574
  nChanged 24
		SP:Iteration 26Q (218527.900000 sec): 3 clusters
  Score: Raw -334439.376544 + Penalty 2599.240516 = -331840.136027
  nChanged 23
		SP:Iteration 27Q (218527.960000 sec): 3 clusters
  Score: Raw -334447.612649 + Penalty 2599.240516 = -331848.372133
  nChanged 18
		SP:Iteration 28Q (218528.010000 sec): 3 clusters
  Score: Raw -334456.044991 + Penalty 2599.240516 = -331856.804475
  nChanged 19
		SP:Iteration 29Q (218528.070000 sec): 3 clusters
  Score: Raw -334464.824305 + Penalty 2599.240516 = -331865.583789
  nChanged 25
		SP:Iteration 30Q (218528.130000 sec): 3 clusters
  Score: Raw -334475.677901 + Penalty 2599.240516 = -331876.437385
  nChanged 24
		SP:Iteration 31Q (218528.180000 sec): 3 clusters
  Score: Raw -334484.645576 + Penalty 2599.240516 = -331885.405059
  nChanged 27
		SP:Iteration 32Q (218528.240000 sec): 3 clusters
  Score: Raw -334495.746823 + Penalty 2599.240516 = -331896.506307
  nChanged 28
		SP:Iteration 33Q (218528.300000 sec): 3 clusters
  Score: Raw -334508.592204 + Penalty 2599.240516 = -331909.351688
  nChanged 29
		SP:Iteration 34Q (218528.360000 sec): 3 clusters
  Score: Raw -334521.634107 + Penalty 2599.240516 = -331922.393591
  nChanged 31
		SP:Iteration 35Q (218528.410000 sec): 3 clusters
  Score: Raw -334537.260031 + Penalty 2599.240516 = -331938.019515
  nChanged 31
		SP:Iteration 36Q (218528.470000 sec): 3 clusters
  Score: Raw -334552.423678 + Penalty 2599.240516 = -331953.183162
  nChanged 26
		SP:Iteration 37Q (218528.520000 sec): 3 clusters
  Score: Raw -334564.526978 + Penalty 2599.240516 = -331965.286462
  nChanged 21
		SP:Iteration 38Q (218528.580000 sec): 3 clusters
  Score: Raw -334576.247183 + Penalty 2599.240516 = -331977.006666
  nChanged 17
		SP:Iteration 39Q (218528.640000 sec): 3 clusters
  Score: Raw -334584.946443 + Penalty 2599.240516 = -331985.705927
  nChanged 15
		SP:Iteration 40F (218528.700000 sec): 3 clusters
  Score: Raw -334594.482744 + Penalty 2599.240516 = -331995.242228
  nChanged 21
		SP:Iteration 41Q (218528.750000 sec): 3 clusters
  Score: Raw -334607.518793 + Penalty 2599.240516 = -332008.278276
  nChanged 14
		SP:Iteration 42Q (218528.810000 sec): 3 clusters
  Score: Raw -334616.633599 + Penalty 2599.240516 = -332017.393083
  nChanged 13
		SP:Iteration 43Q (218528.870000 sec): 3 clusters
  Score: Raw -334621.731303 + Penalty 2599.240516 = -332022.490787
  nChanged 7
		SP:Iteration 44Q (218528.920000 sec): 3 clusters
  Score: Raw -334623.763914 + Penalty 2599.240516 = -332024.523398
  nChanged 7
		SP:Iteration 45Q (218528.980000 sec): 3 clusters
  Score: Raw -334626.369258 + Penalty 2599.240516 = -332027.128742
  nChanged 8
		SP:Iteration 46Q (218529.040000 sec): 3 clusters
  Score: Raw -334629.688349 + Penalty 2599.240516 = -332030.447833
  nChanged 12
		SP:Iteration 47Q (218529.090000 sec): 3 clusters
  Score: Raw -334635.014942 + Penalty 2599.240516 = -332035.774426
  nChanged 12
		SP:Iteration 48Q (218529.150000 sec): 3 clusters
  Score: Raw -334639.644498 + Penalty 2599.240516 = -332040.403981
  nChanged 7
		SP:Iteration 49Q (218529.210000 sec): 3 clusters
  Score: Raw -334642.742248 + Penalty 2599.240516 = -332043.501732
  nChanged 9
		SP:Iteration 50Q (218529.260000 sec): 3 clusters
  Score: Raw -334647.491550 + Penalty 2599.240516 = -332048.251033
  nChanged 9
		SP:Iteration 51Q (218529.320000 sec): 3 clusters
  Score: Raw -334651.798026 + Penalty 2599.240516 = -332052.557510
  nChanged 7
		SP:Iteration 52Q (218529.380000 sec): 3 clusters
  Score: Raw -334653.852196 + Penalty 2599.240516 = -332054.611679
  nChanged 2
		SP:Iteration 53Q (218529.430000 sec): 3 clusters
  Score: Raw -334654.696779 + Penalty 2599.240516 = -332055.456263
  nChanged 5
		SP:Iteration 54Q (218529.490000 sec): 3 clusters
  Score: Raw -334657.234487 + Penalty 2599.240516 = -332057.993971
  nChanged 6
		SP:Iteration 55Q (218529.540000 sec): 3 clusters
  Score: Raw -334660.184586 + Penalty 2599.240516 = -332060.944069
  nChanged 3
		SP:Iteration 56Q (218529.600000 sec): 3 clusters
  Score: Raw -334661.896694 + Penalty 2599.240516 = -332062.656177
  nChanged 2
		SP:Iteration 57Q (218529.660000 sec): 3 clusters
  Score: Raw -334662.532527 + Penalty 2599.240516 = -332063.292011
  nChanged 2
		SP:Iteration 58Q (218529.720000 sec): 3 clusters
  Score: Raw -334663.234919 + Penalty 2599.240516 = -332063.994403
  nChanged 0
		SP:Iteration 59F (218529.770000 sec): 3 clusters
  Score: Raw -334663.234919 + Penalty 2599.240516 = -332063.994403
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 79 (5145 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (218529.850000 sec): 2 clusters
  Score: Raw -615197.049520 + Penalty 1388.689355 = -613808.360165
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (218529.960000 sec): 3 clusters
  Score: Raw -612536.823779 + Penalty 2777.378711 = -609759.445068
  nChanged 2056
		SP:Iteration 1F (218530.050000 sec): 3 clusters
  Score: Raw -613661.113040 + Penalty 2777.378711 = -610883.734329
  nChanged 310
		SP:Iteration 2F (218530.140000 sec): 3 clusters
  Score: Raw -613783.313871 + Penalty 2777.378711 = -611005.935160
  nChanged 208
		SP:Iteration 3Q (218530.230000 sec): 3 clusters
  Score: Raw -613866.009441 + Penalty 2777.378711 = -611088.630730
  nChanged 159
		SP:Iteration 4Q (218530.320000 sec): 3 clusters
  Score: Raw -613925.540796 + Penalty 2777.378711 = -611148.162085
  nChanged 142
		SP:Iteration 5Q (218530.410000 sec): 3 clusters
  Score: Raw -613975.388248 + Penalty 2777.378711 = -611198.009538
  nChanged 118
		SP:Iteration 6Q (218530.500000 sec): 3 clusters
  Score: Raw -614015.058405 + Penalty 2777.378711 = -611237.679695
  nChanged 114
		SP:Iteration 7Q (218530.600000 sec): 3 clusters
  Score: Raw -614056.414189 + Penalty 2777.378711 = -611279.035478
  nChanged 106
		SP:Iteration 8Q (218530.680000 sec): 3 clusters
  Score: Raw -614095.038330 + Penalty 2777.378711 = -611317.659620
  nChanged 108
		SP:Iteration 9Q (218530.780000 sec): 3 clusters
  Score: Raw -614133.650479 + Penalty 2777.378711 = -611356.271769
  nChanged 110
		SP:Iteration 10Q (218530.870000 sec): 3 clusters
  Score: Raw -614176.063100 + Penalty 2777.378711 = -611398.684389
  nChanged 114
		SP:Iteration 11Q (218530.960000 sec): 3 clusters
  Score: Raw -614218.800322 + Penalty 2777.378711 = -611441.421611
  nChanged 112
		SP:Iteration 12Q (218531.050000 sec): 3 clusters
  Score: Raw -614252.543442 + Penalty 2777.378711 = -611475.164731
  nChanged 94
		SP:Iteration 13Q (218531.140000 sec): 3 clusters
  Score: Raw -614282.301054 + Penalty 2777.378711 = -611504.922344
  nChanged 78
		SP:Iteration 14Q (218531.230000 sec): 3 clusters
  Score: Raw -614306.586236 + Penalty 2777.378711 = -611529.207525
  nChanged 75
		SP:Iteration 15Q (218531.320000 sec): 3 clusters
  Score: Raw -614329.721691 + Penalty 2777.378711 = -611552.342980
  nChanged 66
		SP:Iteration 16Q (218531.410000 sec): 3 clusters
  Score: Raw -614349.472178 + Penalty 2777.378711 = -611572.093468
  nChanged 79
		SP:Iteration 17Q (218531.500000 sec): 3 clusters
  Score: Raw -614372.426786 + Penalty 2777.378711 = -611595.048076
  nChanged 66
		SP:Iteration 18Q (218531.590000 sec): 3 clusters
  Score: Raw -614392.707899 + Penalty 2777.378711 = -611615.329189
  nChanged 75
		SP:Iteration 19Q (218531.680000 sec): 3 clusters
  Score: Raw -614418.855931 + Penalty 2777.378711 = -611641.477220
  nChanged 81
		SP:Iteration 20F (218531.770000 sec): 3 clusters
  Score: Raw -614451.136640 + Penalty 2777.378711 = -611673.757929
  nChanged 96
		SP:Iteration 21Q (218531.860000 sec): 3 clusters
  Score: Raw -614494.215612 + Penalty 2777.378711 = -611716.836901
  nChanged 103
		SP:Iteration 22Q (218531.950000 sec): 3 clusters
  Score: Raw -614542.517088 + Penalty 2777.378711 = -611765.138377
  nChanged 111
		SP:Iteration 23Q (218532.040000 sec): 3 clusters
  Score: Raw -614592.356712 + Penalty 2777.378711 = -611814.978001
  nChanged 126
		SP:Iteration 24Q (218532.140000 sec): 3 clusters
  Score: Raw -614652.457681 + Penalty 2777.378711 = -611875.078970
  nChanged 117
		SP:Iteration 25Q (218532.220000 sec): 3 clusters
  Score: Raw -614715.691842 + Penalty 2777.378711 = -611938.313131
  nChanged 136
		SP:Iteration 26Q (218532.320000 sec): 3 clusters
  Score: Raw -614797.330553 + Penalty 2777.378711 = -612019.951842
  nChanged 135
		SP:Iteration 27Q (218532.410000 sec): 3 clusters
  Score: Raw -614885.480299 + Penalty 2777.378711 = -612108.101588
  nChanged 127
		SP:Iteration 28Q (218532.500000 sec): 3 clusters
  Score: Raw -614962.618451 + Penalty 2777.378711 = -612185.239741
  nChanged 93
		SP:Iteration 29Q (218532.590000 sec): 3 clusters
  Score: Raw -615020.167586 + Penalty 2777.378711 = -612242.788875
  nChanged 87
		SP:Iteration 30Q (218532.680000 sec): 3 clusters
  Score: Raw -615072.090128 + Penalty 2777.378711 = -612294.711417
  nChanged 70
		SP:Iteration 31Q (218532.770000 sec): 3 clusters
  Score: Raw -615112.184189 + Penalty 2777.378711 = -612334.805478
  nChanged 63
		SP:Iteration 32Q (218532.860000 sec): 3 clusters
  Score: Raw -615147.716600 + Penalty 2777.378711 = -612370.337889
  nChanged 40
		SP:Iteration 33Q (218532.950000 sec): 3 clusters
  Score: Raw -615169.908135 + Penalty 2777.378711 = -612392.529424
  nChanged 33
		SP:Iteration 34Q (218533.040000 sec): 3 clusters
  Score: Raw -615192.628575 + Penalty 2777.378711 = -612415.249864
  nChanged 31
		SP:Iteration 35Q (218533.130000 sec): 3 clusters
  Score: Raw -615212.482453 + Penalty 2777.378711 = -612435.103742
  nChanged 29
		SP:Iteration 36Q (218533.220000 sec): 3 clusters
  Score: Raw -615242.571598 + Penalty 2777.378711 = -612465.192887
  nChanged 30
		SP:Iteration 37Q (218533.300000 sec): 3 clusters
  Score: Raw -615266.297184 + Penalty 2777.378711 = -612488.918473
  nChanged 21
		SP:Iteration 38Q (218533.400000 sec): 3 clusters
  Score: Raw -615284.864910 + Penalty 2777.378711 = -612507.486199
  nChanged 17
		SP:Iteration 39Q (218533.480000 sec): 3 clusters
  Score: Raw -615298.264074 + Penalty 2777.378711 = -612520.885363
  nChanged 17
		SP:Iteration 40F (218533.570000 sec): 3 clusters
  Score: Raw -615311.847113 + Penalty 2777.378711 = -612534.468402
  nChanged 14
		SP:Iteration 41Q (218533.660000 sec): 3 clusters
  Score: Raw -615323.497089 + Penalty 2777.378711 = -612546.118379
  nChanged 11
		SP:Iteration 42Q (218533.750000 sec): 3 clusters
  Score: Raw -615331.473722 + Penalty 2777.378711 = -612554.095011
  nChanged 5
		SP:Iteration 43Q (218533.840000 sec): 3 clusters
  Score: Raw -615334.745499 + Penalty 2777.378711 = -612557.366788
  nChanged 3
		SP:Iteration 44Q (218533.920000 sec): 3 clusters
  Score: Raw -615336.778724 + Penalty 2777.378711 = -612559.400013
  nChanged 1
		SP:Iteration 45Q (218534.010000 sec): 3 clusters
  Score: Raw -615337.339169 + Penalty 2777.378711 = -612559.960458
  nChanged 0
		SP:Iteration 46F (218534.100000 sec): 3 clusters
  Score: Raw -615337.339169 + Penalty 2777.378711 = -612559.960458
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 80 (2160 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (218534.160000 sec): 2 clusters
  Score: Raw -237938.402046 + Penalty 1247.652819 = -236690.749227
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (218534.200000 sec): 3 clusters
  Score: Raw -236965.193335 + Penalty 2495.305638 = -234469.887697
  nChanged 785
		SP:Iteration 1F (218534.240000 sec): 3 clusters
  Score: Raw -237565.337083 + Penalty 2495.305638 = -235070.031445
  nChanged 206
		SP:Iteration 2F (218534.280000 sec): 3 clusters
  Score: Raw -237804.257837 + Penalty 2495.305638 = -235308.952199
  nChanged 173
		SP:Iteration 3F (218534.320000 sec): 3 clusters
  Score: Raw -238008.101590 + Penalty 2495.305638 = -235512.795952
  nChanged 131
		SP:Iteration 4F (218534.360000 sec): 3 clusters
  Score: Raw -238152.603874 + Penalty 2495.305638 = -235657.298236
  nChanged 100
		SP:Iteration 5Q (218534.400000 sec): 3 clusters
  Score: Raw -238253.815739 + Penalty 2495.305638 = -235758.510101
  nChanged 78
		SP:Iteration 6Q (218534.440000 sec): 3 clusters
  Score: Raw -238313.200755 + Penalty 2495.305638 = -235817.895118
  nChanged 48
		SP:Iteration 7Q (218534.480000 sec): 3 clusters
  Score: Raw -238346.262848 + Penalty 2495.305638 = -235850.957210
  nChanged 41
		SP:Iteration 8Q (218534.520000 sec): 3 clusters
  Score: Raw -238378.870752 + Penalty 2495.305638 = -235883.565115
  nChanged 38
		SP:Iteration 9Q (218534.560000 sec): 3 clusters
  Score: Raw -238403.259340 + Penalty 2495.305638 = -235907.953702
  nChanged 20
		SP:Iteration 10Q (218534.600000 sec): 3 clusters
  Score: Raw -238416.450971 + Penalty 2495.305638 = -235921.145333
  nChanged 12
		SP:Iteration 11Q (218534.640000 sec): 3 clusters
  Score: Raw -238425.980196 + Penalty 2495.305638 = -235930.674558
  nChanged 11
		SP:Iteration 12Q (218534.680000 sec): 3 clusters
  Score: Raw -238437.291077 + Penalty 2495.305638 = -235941.985439
  nChanged 15
		SP:Iteration 13Q (218534.710000 sec): 3 clusters
  Score: Raw -238443.911971 + Penalty 2495.305638 = -235948.606333
  nChanged 8
		SP:Iteration 14Q (218534.750000 sec): 3 clusters
  Score: Raw -238448.004093 + Penalty 2495.305638 = -235952.698455
  nChanged 7
		SP:Iteration 15Q (218534.790000 sec): 3 clusters
  Score: Raw -238451.072556 + Penalty 2495.305638 = -235955.766918
  nChanged 8
		SP:Iteration 16Q (218534.830000 sec): 3 clusters
  Score: Raw -238454.791486 + Penalty 2495.305638 = -235959.485848
  nChanged 4
		SP:Iteration 17Q (218534.870000 sec): 3 clusters
  Score: Raw -238456.495230 + Penalty 2495.305638 = -235961.189592
  nChanged 2
		SP:Iteration 18Q (218534.910000 sec): 3 clusters
  Score: Raw -238457.050892 + Penalty 2495.305638 = -235961.745254
  nChanged 1
		SP:Iteration 19Q (218534.940000 sec): 3 clusters
  Score: Raw -238457.284445 + Penalty 2495.305638 = -235961.978807
  nChanged 0
		SP:Iteration 20F (218534.980000 sec): 3 clusters
  Score: Raw -238457.284445 + Penalty 2495.305638 = -235961.978807
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 81 (1932 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (218535.050000 sec): 2 clusters
  Score: Raw -202477.375042 + Penalty 1229.525540 = -201247.849502
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (218535.090000 sec): 3 clusters
  Score: Raw -201686.249355 + Penalty 2459.051080 = -199227.198275
  nChanged 647
		SP:Iteration 1F (218535.120000 sec): 3 clusters
  Score: Raw -202182.514758 + Penalty 2459.051080 = -199723.463678
  nChanged 179
		SP:Iteration 2F (218535.160000 sec): 3 clusters
  Score: Raw -202425.528212 + Penalty 2459.051080 = -199966.477133
  nChanged 140
		SP:Iteration 3F (218535.200000 sec): 3 clusters
  Score: Raw -202589.761803 + Penalty 2459.051080 = -200130.710723
  nChanged 116
		SP:Iteration 4F (218535.230000 sec): 3 clusters
  Score: Raw -202713.015578 + Penalty 2459.051080 = -200253.964498
  nChanged 89
		SP:Iteration 5Q (218535.260000 sec): 3 clusters
  Score: Raw -202796.957483 + Penalty 2459.051080 = -200337.906403
  nChanged 62
		SP:Iteration 6Q (218535.300000 sec): 3 clusters
  Score: Raw -202856.093532 + Penalty 2459.051080 = -200397.042453
  nChanged 41
		SP:Iteration 7Q (218535.340000 sec): 3 clusters
  Score: Raw -202893.717031 + Penalty 2459.051080 = -200434.665951
  nChanged 33
		SP:Iteration 8Q (218535.370000 sec): 3 clusters
  Score: Raw -202922.633388 + Penalty 2459.051080 = -200463.582308
  nChanged 31
		SP:Iteration 9Q (218535.410000 sec): 3 clusters
  Score: Raw -202941.874232 + Penalty 2459.051080 = -200482.823152
  nChanged 20
		SP:Iteration 10Q (218535.440000 sec): 3 clusters
  Score: Raw -202952.668575 + Penalty 2459.051080 = -200493.617495
  nChanged 14
		SP:Iteration 11Q (218535.480000 sec): 3 clusters
  Score: Raw -202961.080782 + Penalty 2459.051080 = -200502.029702
  nChanged 11
		SP:Iteration 12Q (218535.510000 sec): 3 clusters
  Score: Raw -202967.114426 + Penalty 2459.051080 = -200508.063346
  nChanged 6
		SP:Iteration 13Q (218535.550000 sec): 3 clusters
  Score: Raw -202969.586038 + Penalty 2459.051080 = -200510.534958
  nChanged 6
		SP:Iteration 14Q (218535.580000 sec): 3 clusters
  Score: Raw -202972.953156 + Penalty 2459.051080 = -200513.902077
  nChanged 8
		SP:Iteration 15Q (218535.620000 sec): 3 clusters
  Score: Raw -202978.686300 + Penalty 2459.051080 = -200519.635220
  nChanged 9
		SP:Iteration 16Q (218535.650000 sec): 3 clusters
  Score: Raw -202982.772456 + Penalty 2459.051080 = -200523.721377
  nChanged 3
		SP:Iteration 17Q (218535.690000 sec): 3 clusters
  Score: Raw -202984.057265 + Penalty 2459.051080 = -200525.006185
  nChanged 2
		SP:Iteration 18Q (218535.720000 sec): 3 clusters
  Score: Raw -202984.948318 + Penalty 2459.051080 = -200525.897238
  nChanged 2
		SP:Iteration 19Q (218535.760000 sec): 3 clusters
  Score: Raw -202985.909715 + Penalty 2459.051080 = -200526.858635
  nChanged 2
		SP:Iteration 20F (218535.790000 sec): 3 clusters
  Score: Raw -202986.826642 + Penalty 2459.051080 = -200527.775562
  nChanged 1
		SP:Iteration 21Q (218535.830000 sec): 3 clusters
  Score: Raw -202986.947168 + Penalty 2459.051080 = -200527.896088
  nChanged 0
		SP:Iteration 22F (218535.860000 sec): 3 clusters
  Score: Raw -202986.947168 + Penalty 2459.051080 = -200527.896088
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 82 (4096 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (218535.940000 sec): 2 clusters
  Score: Raw -464628.229874 + Penalty 1351.637002 = -463276.592871
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (218536.020000 sec): 3 clusters
  Score: Raw -462625.597167 + Penalty 2703.274004 = -459922.323163
  nChanged 1584
		SP:Iteration 1F (218536.090000 sec): 3 clusters
  Score: Raw -463592.032557 + Penalty 2703.274004 = -460888.758553
  nChanged 331
		SP:Iteration 2F (218536.160000 sec): 3 clusters
  Score: Raw -463845.250168 + Penalty 2703.274004 = -461141.976164
  nChanged 271
		SP:Iteration 3F (218536.240000 sec): 3 clusters
  Score: Raw -464059.010173 + Penalty 2703.274004 = -461355.736169
  nChanged 236
		SP:Iteration 4F (218536.310000 sec): 3 clusters
  Score: Raw -464223.010247 + Penalty 2703.274004 = -461519.736243
  nChanged 195
		SP:Iteration 5Q (218536.390000 sec): 3 clusters
  Score: Raw -464343.210787 + Penalty 2703.274004 = -461639.936783
  nChanged 156
		SP:Iteration 6Q (218536.460000 sec): 3 clusters
  Score: Raw -464434.630870 + Penalty 2703.274004 = -461731.356866
  nChanged 132
		SP:Iteration 7Q (218536.530000 sec): 3 clusters
  Score: Raw -464513.009870 + Penalty 2703.274004 = -461809.735866
  nChanged 120
		SP:Iteration 8Q (218536.610000 sec): 3 clusters
  Score: Raw -464584.224305 + Penalty 2703.274004 = -461880.950301
  nChanged 113
		SP:Iteration 9Q (218536.680000 sec): 3 clusters
  Score: Raw -464654.997619 + Penalty 2703.274004 = -461951.723615
  nChanged 110
		SP:Iteration 10Q (218536.750000 sec): 3 clusters
  Score: Raw -464730.809012 + Penalty 2703.274004 = -462027.535007
  nChanged 100
		SP:Iteration 11Q (218536.820000 sec): 3 clusters
  Score: Raw -464802.592273 + Penalty 2703.274004 = -462099.318268
  nChanged 92
		SP:Iteration 12Q (218536.900000 sec): 3 clusters
  Score: Raw -464862.669702 + Penalty 2703.274004 = -462159.395697
  nChanged 76
		SP:Iteration 13Q (218536.970000 sec): 3 clusters
  Score: Raw -464905.350528 + Penalty 2703.274004 = -462202.076524
  nChanged 55
		SP:Iteration 14Q (218537.040000 sec): 3 clusters
  Score: Raw -464932.309235 + Penalty 2703.274004 = -462229.035231
  nChanged 40
		SP:Iteration 15Q (218537.110000 sec): 3 clusters
  Score: Raw -464951.075731 + Penalty 2703.274004 = -462247.801727
  nChanged 36
		SP:Iteration 16Q (218537.180000 sec): 3 clusters
  Score: Raw -464964.531674 + Penalty 2703.274004 = -462261.257669
  nChanged 23
		SP:Iteration 17Q (218537.260000 sec): 3 clusters
  Score: Raw -464973.083466 + Penalty 2703.274004 = -462269.809462
  nChanged 21
		SP:Iteration 18Q (218537.330000 sec): 3 clusters
  Score: Raw -464980.910501 + Penalty 2703.274004 = -462277.636497
  nChanged 20
		SP:Iteration 19Q (218537.400000 sec): 3 clusters
  Score: Raw -464988.035977 + Penalty 2703.274004 = -462284.761973
  nChanged 17
		SP:Iteration 20F (218537.470000 sec): 3 clusters
  Score: Raw -464996.649056 + Penalty 2703.274004 = -462293.375052
  nChanged 23
		SP:Iteration 21Q (218537.540000 sec): 3 clusters
  Score: Raw -465006.874925 + Penalty 2703.274004 = -462303.600920
  nChanged 19
		SP:Iteration 22Q (218537.620000 sec): 3 clusters
  Score: Raw -465017.155033 + Penalty 2703.274004 = -462313.881029
  nChanged 17
		SP:Iteration 23Q (218537.690000 sec): 3 clusters
  Score: Raw -465024.378101 + Penalty 2703.274004 = -462321.104097
  nChanged 15
		SP:Iteration 24Q (218537.760000 sec): 3 clusters
  Score: Raw -465030.974846 + Penalty 2703.274004 = -462327.700842
  nChanged 11
		SP:Iteration 25Q (218537.830000 sec): 3 clusters
  Score: Raw -465036.252576 + Penalty 2703.274004 = -462332.978572
  nChanged 10
		SP:Iteration 26Q (218537.900000 sec): 3 clusters
  Score: Raw -465041.717993 + Penalty 2703.274004 = -462338.443989
  nChanged 12
		SP:Iteration 27Q (218537.980000 sec): 3 clusters
  Score: Raw -465052.104553 + Penalty 2703.274004 = -462348.830549
  nChanged 16
		SP:Iteration 28Q (218538.040000 sec): 3 clusters
  Score: Raw -465065.351729 + Penalty 2703.274004 = -462362.077725
  nChanged 20
		SP:Iteration 29Q (218538.120000 sec): 3 clusters
  Score: Raw -465076.806185 + Penalty 2703.274004 = -462373.532181
  nChanged 20
		SP:Iteration 30Q (218538.190000 sec): 3 clusters
  Score: Raw -465084.818991 + Penalty 2703.274004 = -462381.544986
  nChanged 14
		SP:Iteration 31Q (218538.260000 sec): 3 clusters
  Score: Raw -465089.384845 + Penalty 2703.274004 = -462386.110841
  nChanged 13
		SP:Iteration 32Q (218538.330000 sec): 3 clusters
  Score: Raw -465094.606365 + Penalty 2703.274004 = -462391.332361
  nChanged 10
		SP:Iteration 33Q (218538.400000 sec): 3 clusters
  Score: Raw -465099.827548 + Penalty 2703.274004 = -462396.553544
  nChanged 10
		SP:Iteration 34Q (218538.470000 sec): 3 clusters
  Score: Raw -465106.466524 + Penalty 2703.274004 = -462403.192520
  nChanged 15
		SP:Iteration 35Q (218538.540000 sec): 3 clusters
  Score: Raw -465112.333654 + Penalty 2703.274004 = -462409.059649
  nChanged 6
		SP:Iteration 36Q (218538.610000 sec): 3 clusters
  Score: Raw -465114.332108 + Penalty 2703.274004 = -462411.058104
  nChanged 3
		SP:Iteration 37Q (218538.690000 sec): 3 clusters
  Score: Raw -465115.157455 + Penalty 2703.274004 = -462411.883451
  nChanged 2
		SP:Iteration 38Q (218538.760000 sec): 3 clusters
  Score: Raw -465115.668221 + Penalty 2703.274004 = -462412.394217
  nChanged 0
		SP:Iteration 39F (218538.830000 sec): 3 clusters
  Score: Raw -465115.668221 + Penalty 2703.274004 = -462412.394217
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 83 (3504 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (218538.910000 sec): 2 clusters
  Score: Raw -434911.492436 + Penalty 1326.269823 = -433585.222613
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (218538.970000 sec): 3 clusters
  Score: Raw -433216.933727 + Penalty 2652.539647 = -430564.394080
  nChanged 1348
		SP:Iteration 1F (218539.030000 sec): 3 clusters
  Score: Raw -433924.281525 + Penalty 2652.539647 = -431271.741878
  nChanged 275
		SP:Iteration 2F (218539.100000 sec): 3 clusters
  Score: Raw -434063.970676 + Penalty 2652.539647 = -431411.431029
  nChanged 177
		SP:Iteration 3F (218539.160000 sec): 3 clusters
  Score: Raw -434156.477134 + Penalty 2652.539647 = -431503.937487
  nChanged 142
		SP:Iteration 4Q (218539.230000 sec): 3 clusters
  Score: Raw -434240.733376 + Penalty 2652.539647 = -431588.193729
  nChanged 139
		SP:Iteration 5Q (218539.290000 sec): 3 clusters
  Score: Raw -434317.102579 + Penalty 2652.539647 = -431664.562932
  nChanged 120
		SP:Iteration 6Q (218539.350000 sec): 3 clusters
  Score: Raw -434378.229432 + Penalty 2652.539647 = -431725.689785
  nChanged 97
		SP:Iteration 7Q (218539.410000 sec): 3 clusters
  Score: Raw -434429.305327 + Penalty 2652.539647 = -431776.765680
  nChanged 102
		SP:Iteration 8Q (218539.480000 sec): 3 clusters
  Score: Raw -434487.039997 + Penalty 2652.539647 = -431834.500350
  nChanged 114
		SP:Iteration 9Q (218539.540000 sec): 3 clusters
  Score: Raw -434549.374688 + Penalty 2652.539647 = -431896.835041
  nChanged 110
		SP:Iteration 10Q (218539.600000 sec): 3 clusters
  Score: Raw -434617.999540 + Penalty 2652.539647 = -431965.459893
  nChanged 111
		SP:Iteration 11Q (218539.670000 sec): 3 clusters
  Score: Raw -434685.360834 + Penalty 2652.539647 = -432032.821187
  nChanged 110
		SP:Iteration 12Q (218539.730000 sec): 3 clusters
  Score: Raw -434763.855923 + Penalty 2652.539647 = -432111.316276
  nChanged 101
		SP:Iteration 13Q (218539.790000 sec): 3 clusters
  Score: Raw -434836.857580 + Penalty 2652.539647 = -432184.317933
  nChanged 89
		SP:Iteration 14Q (218539.860000 sec): 3 clusters
  Score: Raw -434906.008339 + Penalty 2652.539647 = -432253.468692
  nChanged 76
		SP:Iteration 15Q (218539.920000 sec): 3 clusters
  Score: Raw -434958.556849 + Penalty 2652.539647 = -432306.017202
  nChanged 52
		SP:Iteration 16Q (218539.980000 sec): 3 clusters
  Score: Raw -434994.711794 + Penalty 2652.539647 = -432342.172147
  nChanged 40
		SP:Iteration 17Q (218540.040000 sec): 3 clusters
  Score: Raw -435027.834757 + Penalty 2652.539647 = -432375.295110
  nChanged 38
		SP:Iteration 18Q (218540.100000 sec): 3 clusters
  Score: Raw -435058.625873 + Penalty 2652.539647 = -432406.086226
  nChanged 25
		SP:Iteration 19Q (218540.160000 sec): 3 clusters
  Score: Raw -435079.437930 + Penalty 2652.539647 = -432426.898283
  nChanged 22
		SP:Iteration 20F (218540.220000 sec): 3 clusters
  Score: Raw -435094.554837 + Penalty 2652.539647 = -432442.015190
  nChanged 10
		SP:Iteration 21Q (218540.280000 sec): 3 clusters
  Score: Raw -435102.302827 + Penalty 2652.539647 = -432449.763180
  nChanged 5
		SP:Iteration 22Q (218540.340000 sec): 3 clusters
  Score: Raw -435109.313033 + Penalty 2652.539647 = -432456.773386
  nChanged 2
		SP:Iteration 23Q (218540.400000 sec): 3 clusters
  Score: Raw -435110.752728 + Penalty 2652.539647 = -432458.213081
  nChanged 1
		SP:Iteration 24Q (218540.460000 sec): 3 clusters
  Score: Raw -435112.502980 + Penalty 2652.539647 = -432459.963333
  nChanged 3
		SP:Iteration 25Q (218540.520000 sec): 3 clusters
  Score: Raw -435115.455569 + Penalty 2652.539647 = -432462.915922
  nChanged 4
		SP:Iteration 26Q (218540.580000 sec): 3 clusters
  Score: Raw -435117.446796 + Penalty 2652.539647 = -432464.907149
  nChanged 2
		SP:Iteration 27Q (218540.640000 sec): 3 clusters
  Score: Raw -435118.778537 + Penalty 2652.539647 = -432466.238890
  nChanged 3
		SP:Iteration 28Q (218540.700000 sec): 3 clusters
  Score: Raw -435121.998079 + Penalty 2652.539647 = -432469.458432
  nChanged 3
		SP:Iteration 29Q (218540.760000 sec): 3 clusters
  Score: Raw -435123.973332 + Penalty 2652.539647 = -432471.433685
  nChanged 3
		SP:Iteration 30Q (218540.820000 sec): 3 clusters
  Score: Raw -435125.919061 + Penalty 2652.539647 = -432473.379414
  nChanged 3
		SP:Iteration 31Q (218540.880000 sec): 3 clusters
  Score: Raw -435129.129936 + Penalty 2652.539647 = -432476.590289
  nChanged 2
		SP:Iteration 32Q (218540.940000 sec): 3 clusters
  Score: Raw -435129.976237 + Penalty 2652.539647 = -432477.436590
  nChanged 2
		SP:Iteration 33Q (218541.000000 sec): 3 clusters
  Score: Raw -435131.548907 + Penalty 2652.539647 = -432479.009260
  nChanged 1
		SP:Iteration 34Q (218541.060000 sec): 3 clusters
  Score: Raw -435132.291169 + Penalty 2652.539647 = -432479.751522
  nChanged 2
		SP:Iteration 35Q (218541.120000 sec): 3 clusters
  Score: Raw -435133.400240 + Penalty 2652.539647 = -432480.860593
  nChanged 1
		SP:Iteration 36Q (218541.180000 sec): 3 clusters
  Score: Raw -435134.865222 + Penalty 2652.539647 = -432482.325575
  nChanged 1
		SP:Iteration 37Q (218541.240000 sec): 3 clusters
  Score: Raw -435136.200468 + Penalty 2652.539647 = -432483.660821
  nChanged 1
		SP:Iteration 38Q (218541.300000 sec): 3 clusters
  Score: Raw -435137.881143 + Penalty 2652.539647 = -432485.341496
  nChanged 4
		SP:Iteration 39Q (218541.360000 sec): 3 clusters
  Score: Raw -435141.396568 + Penalty 2652.539647 = -432488.856921
  nChanged 2
		SP:Iteration 40F (218541.430000 sec): 3 clusters
  Score: Raw -435142.642688 + Penalty 2652.539647 = -432490.103041
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 84 (2477 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (218541.490000 sec): 2 clusters
  Score: Raw -285381.874436 + Penalty 1269.905557 = -284111.968878
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (218541.540000 sec): 3 clusters
  Score: Raw -284294.114120 + Penalty 2539.811115 = -281754.303005
  nChanged 927
		SP:Iteration 1F (218541.580000 sec): 3 clusters
  Score: Raw -284920.422922 + Penalty 2539.811115 = -282380.611808
  nChanged 197
		SP:Iteration 2F (218541.630000 sec): 3 clusters
  Score: Raw -285062.248648 + Penalty 2539.811115 = -282522.437534
  nChanged 142
		SP:Iteration 3F (218541.680000 sec): 3 clusters
  Score: Raw -285177.254795 + Penalty 2539.811115 = -282637.443680
  nChanged 111
		SP:Iteration 4Q (218541.720000 sec): 3 clusters
  Score: Raw -285270.958236 + Penalty 2539.811115 = -282731.147122
  nChanged 87
		SP:Iteration 5Q (218541.770000 sec): 3 clusters
  Score: Raw -285337.771463 + Penalty 2539.811115 = -282797.960349
  nChanged 77
		SP:Iteration 6Q (218541.810000 sec): 3 clusters
  Score: Raw -285400.594973 + Penalty 2539.811115 = -282860.783858
  nChanged 70
		SP:Iteration 7Q (218541.860000 sec): 3 clusters
  Score: Raw -285454.599590 + Penalty 2539.811115 = -282914.788476
  nChanged 52
		SP:Iteration 8Q (218541.900000 sec): 3 clusters
  Score: Raw -285486.091106 + Penalty 2539.811115 = -282946.279991
  nChanged 45
		SP:Iteration 9Q (218541.950000 sec): 3 clusters
  Score: Raw -285519.886906 + Penalty 2539.811115 = -282980.075791
  nChanged 47
		SP:Iteration 10Q (218541.990000 sec): 3 clusters
  Score: Raw -285557.409497 + Penalty 2539.811115 = -283017.598383
  nChanged 46
		SP:Iteration 11Q (218542.040000 sec): 3 clusters
  Score: Raw -285590.304861 + Penalty 2539.811115 = -283050.493746
  nChanged 38
		SP:Iteration 12Q (218542.080000 sec): 3 clusters
  Score: Raw -285617.569247 + Penalty 2539.811115 = -283077.758133
  nChanged 37
		SP:Iteration 13Q (218542.130000 sec): 3 clusters
  Score: Raw -285650.300086 + Penalty 2539.811115 = -283110.488971
  nChanged 45
		SP:Iteration 14Q (218542.170000 sec): 3 clusters
  Score: Raw -285684.560195 + Penalty 2539.811115 = -283144.749081
  nChanged 51
		SP:Iteration 15Q (218542.220000 sec): 3 clusters
  Score: Raw -285729.139759 + Penalty 2539.811115 = -283189.328644
  nChanged 57
		SP:Iteration 16Q (218542.260000 sec): 3 clusters
  Score: Raw -285790.617039 + Penalty 2539.811115 = -283250.805924
  nChanged 71
		SP:Iteration 17Q (218542.300000 sec): 3 clusters
  Score: Raw -285879.630842 + Penalty 2539.811115 = -283339.819728
  nChanged 78
		SP:Iteration 18Q (218542.350000 sec): 3 clusters
  Score: Raw -285986.852625 + Penalty 2539.811115 = -283447.041511
  nChanged 78
		SP:Iteration 19Q (218542.390000 sec): 3 clusters
  Score: Raw -286091.920049 + Penalty 2539.811115 = -283552.108935
  nChanged 77
		SP:Iteration 20F (218542.440000 sec): 3 clusters
  Score: Raw -286205.513661 + Penalty 2539.811115 = -283665.702547
  nChanged 74
		SP:Iteration 21Q (218542.480000 sec): 3 clusters
  Score: Raw -286317.392846 + Penalty 2539.811115 = -283777.581732
  nChanged 58
		SP:Iteration 22Q (218542.520000 sec): 3 clusters
  Score: Raw -286389.864764 + Penalty 2539.811115 = -283850.053650
  nChanged 51
		SP:Iteration 23Q (218542.570000 sec): 3 clusters
  Score: Raw -286451.776758 + Penalty 2539.811115 = -283911.965644
  nChanged 33
		SP:Iteration 24Q (218542.610000 sec): 3 clusters
  Score: Raw -286477.069166 + Penalty 2539.811115 = -283937.258052
  nChanged 19
		SP:Iteration 25Q (218542.650000 sec): 3 clusters
  Score: Raw -286489.542176 + Penalty 2539.811115 = -283949.731062
  nChanged 19
		SP:Iteration 26Q (218542.700000 sec): 3 clusters
  Score: Raw -286503.751329 + Penalty 2539.811115 = -283963.940214
  nChanged 16
		SP:Iteration 27Q (218542.740000 sec): 3 clusters
  Score: Raw -286511.743213 + Penalty 2539.811115 = -283971.932098
  nChanged 6
		SP:Iteration 28Q (218542.780000 sec): 3 clusters
  Score: Raw -286515.054478 + Penalty 2539.811115 = -283975.243363
  nChanged 3
		SP:Iteration 29Q (218542.820000 sec): 3 clusters
  Score: Raw -286516.947936 + Penalty 2539.811115 = -283977.136821
  nChanged 1
		SP:Iteration 30Q (218542.870000 sec): 3 clusters
  Score: Raw -286517.385041 + Penalty 2539.811115 = -283977.573926
  nChanged 0
		SP:Iteration 31F (218542.910000 sec): 3 clusters
  Score: Raw -286517.385041 + Penalty 2539.811115 = -283977.573926
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 85 (3147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (218542.980000 sec): 2 clusters
  Score: Raw -360570.087686 + Penalty 1308.808296 = -359261.279391
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (218543.040000 sec): 3 clusters
  Score: Raw -359107.372958 + Penalty 2617.616592 = -356489.756366
  nChanged 1207
		SP:Iteration 1F (218543.100000 sec): 3 clusters
  Score: Raw -359945.964656 + Penalty 2617.616592 = -357328.348065
  nChanged 309
		SP:Iteration 2F (218543.160000 sec): 3 clusters
  Score: Raw -360236.239726 + Penalty 2617.616592 = -357618.623134
  nChanged 235
		SP:Iteration 3F (218543.220000 sec): 3 clusters
  Score: Raw -360458.499838 + Penalty 2617.616592 = -357840.883246
  nChanged 195
		SP:Iteration 4F (218543.270000 sec): 3 clusters
  Score: Raw -360649.093996 + Penalty 2617.616592 = -358031.477404
  nChanged 170
		SP:Iteration 5F (218543.330000 sec): 3 clusters
  Score: Raw -360807.515647 + Penalty 2617.616592 = -358189.899055
  nChanged 137
		SP:Iteration 6Q (218543.380000 sec): 3 clusters
  Score: Raw -360936.070816 + Penalty 2617.616592 = -358318.454225
  nChanged 111
		SP:Iteration 7Q (218543.440000 sec): 3 clusters
  Score: Raw -361054.320364 + Penalty 2617.616592 = -358436.703773
  nChanged 98
		SP:Iteration 8Q (218543.500000 sec): 3 clusters
  Score: Raw -361149.464187 + Penalty 2617.616592 = -358531.847596
  nChanged 95
		SP:Iteration 9Q (218543.550000 sec): 3 clusters
  Score: Raw -361229.060663 + Penalty 2617.616592 = -358611.444072
  nChanged 88
		SP:Iteration 10Q (218543.610000 sec): 3 clusters
  Score: Raw -361292.170134 + Penalty 2617.616592 = -358674.553543
  nChanged 77
		SP:Iteration 11Q (218543.660000 sec): 3 clusters
  Score: Raw -361344.726899 + Penalty 2617.616592 = -358727.110307
  nChanged 70
		SP:Iteration 12Q (218543.720000 sec): 3 clusters
  Score: Raw -361394.343926 + Penalty 2617.616592 = -358776.727334
  nChanged 68
		SP:Iteration 13Q (218543.780000 sec): 3 clusters
  Score: Raw -361448.291537 + Penalty 2617.616592 = -358830.674946
  nChanged 65
		SP:Iteration 14Q (218543.830000 sec): 3 clusters
  Score: Raw -361486.221831 + Penalty 2617.616592 = -358868.605239
  nChanged 58
		SP:Iteration 15Q (218543.880000 sec): 3 clusters
  Score: Raw -361518.409892 + Penalty 2617.616592 = -358900.793300
  nChanged 49
		SP:Iteration 16Q (218543.940000 sec): 3 clusters
  Score: Raw -361545.565666 + Penalty 2617.616592 = -358927.949074
  nChanged 48
		SP:Iteration 17Q (218543.990000 sec): 3 clusters
  Score: Raw -361570.830892 + Penalty 2617.616592 = -358953.214300
  nChanged 43
		SP:Iteration 18Q (218544.050000 sec): 3 clusters
  Score: Raw -361603.008724 + Penalty 2617.616592 = -358985.392133
  nChanged 40
		SP:Iteration 19Q (218544.100000 sec): 3 clusters
  Score: Raw -361628.545619 + Penalty 2617.616592 = -359010.929027
  nChanged 34
		SP:Iteration 20F (218544.160000 sec): 3 clusters
  Score: Raw -361652.093684 + Penalty 2617.616592 = -359034.477092
  nChanged 47
		SP:Iteration 21Q (218544.220000 sec): 3 clusters
  Score: Raw -361682.434978 + Penalty 2617.616592 = -359064.818387
  nChanged 38
		SP:Iteration 22Q (218544.270000 sec): 3 clusters
  Score: Raw -361702.106319 + Penalty 2617.616592 = -359084.489727
  nChanged 19
		SP:Iteration 23Q (218544.320000 sec): 3 clusters
  Score: Raw -361710.862018 + Penalty 2617.616592 = -359093.245426
  nChanged 19
		SP:Iteration 24Q (218544.380000 sec): 3 clusters
  Score: Raw -361718.101011 + Penalty 2617.616592 = -359100.484419
  nChanged 8
		SP:Iteration 25Q (218544.430000 sec): 3 clusters
  Score: Raw -361721.588981 + Penalty 2617.616592 = -359103.972390
  nChanged 6
		SP:Iteration 26Q (218544.490000 sec): 3 clusters
  Score: Raw -361724.680710 + Penalty 2617.616592 = -359107.064118
  nChanged 10
		SP:Iteration 27Q (218544.540000 sec): 3 clusters
  Score: Raw -361728.480755 + Penalty 2617.616592 = -359110.864163
  nChanged 8
		SP:Iteration 28Q (218544.600000 sec): 3 clusters
  Score: Raw -361731.871991 + Penalty 2617.616592 = -359114.255399
  nChanged 9
		SP:Iteration 29Q (218544.650000 sec): 3 clusters
  Score: Raw -361735.207930 + Penalty 2617.616592 = -359117.591338
  nChanged 6
		SP:Iteration 30Q (218544.700000 sec): 3 clusters
  Score: Raw -361738.699079 + Penalty 2617.616592 = -359121.082487
  nChanged 8
		SP:Iteration 31Q (218544.760000 sec): 3 clusters
  Score: Raw -361742.827009 + Penalty 2617.616592 = -359125.210418
  nChanged 10
		SP:Iteration 32Q (218544.820000 sec): 3 clusters
  Score: Raw -361746.637830 + Penalty 2617.616592 = -359129.021239
  nChanged 9
		SP:Iteration 33Q (218544.870000 sec): 3 clusters
  Score: Raw -361750.996532 + Penalty 2617.616592 = -359133.379940
  nChanged 5
		SP:Iteration 34Q (218544.930000 sec): 3 clusters
  Score: Raw -361753.714385 + Penalty 2617.616592 = -359136.097794
  nChanged 4
		SP:Iteration 35Q (218544.980000 sec): 3 clusters
  Score: Raw -361755.049918 + Penalty 2617.616592 = -359137.433326
  nChanged 4
		SP:Iteration 36Q (218545.030000 sec): 3 clusters
  Score: Raw -361755.766114 + Penalty 2617.616592 = -359138.149523
  nChanged 3
		SP:Iteration 37Q (218545.090000 sec): 3 clusters
  Score: Raw -361756.861662 + Penalty 2617.616592 = -359139.245070
  nChanged 1
		SP:Iteration 38Q (218545.140000 sec): 3 clusters
  Score: Raw -361757.074478 + Penalty 2617.616592 = -359139.457887
  nChanged 0
		SP:Iteration 39F (218545.200000 sec): 3 clusters
  Score: Raw -361757.074478 + Penalty 2617.616592 = -359139.457887
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 86 (1319 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (218545.260000 sec): 2 clusters
  Score: Raw -151575.116945 + Penalty 1167.502237 = -150407.614707
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (218545.280000 sec): 3 clusters
  Score: Raw -151097.162815 + Penalty 2335.004475 = -148762.158340
  nChanged 445
		SP:Iteration 1F (218545.310000 sec): 3 clusters
  Score: Raw -151508.353071 + Penalty 2335.004475 = -149173.348597
  nChanged 137
		SP:Iteration 2F (218545.330000 sec): 3 clusters
  Score: Raw -151680.046152 + Penalty 2335.004475 = -149345.041677
  nChanged 103
		SP:Iteration 3F (218545.360000 sec): 3 clusters
  Score: Raw -151805.169063 + Penalty 2335.004475 = -149470.164589
  nChanged 61
		SP:Iteration 4Q (218545.380000 sec): 3 clusters
  Score: Raw -151880.254827 + Penalty 2335.004475 = -149545.250352
  nChanged 40
		SP:Iteration 5Q (218545.410000 sec): 3 clusters
  Score: Raw -151929.796451 + Penalty 2335.004475 = -149594.791977
  nChanged 31
		SP:Iteration 6Q (218545.430000 sec): 3 clusters
  Score: Raw -151967.734360 + Penalty 2335.004475 = -149632.729886
  nChanged 27
		SP:Iteration 7Q (218545.460000 sec): 3 clusters
  Score: Raw -152010.793076 + Penalty 2335.004475 = -149675.788601
  nChanged 25
		SP:Iteration 8Q (218545.480000 sec): 3 clusters
  Score: Raw -152036.438559 + Penalty 2335.004475 = -149701.434084
  nChanged 24
		SP:Iteration 9Q (218545.500000 sec): 3 clusters
  Score: Raw -152062.185533 + Penalty 2335.004475 = -149727.181059
  nChanged 13
		SP:Iteration 10Q (218545.530000 sec): 3 clusters
  Score: Raw -152073.137597 + Penalty 2335.004475 = -149738.133123
  nChanged 11
		SP:Iteration 11Q (218545.550000 sec): 3 clusters
  Score: Raw -152082.151001 + Penalty 2335.004475 = -149747.146527
  nChanged 8
		SP:Iteration 12Q (218545.580000 sec): 3 clusters
  Score: Raw -152087.562443 + Penalty 2335.004475 = -149752.557968
  nChanged 13
		SP:Iteration 13Q (218545.600000 sec): 3 clusters
  Score: Raw -152100.375862 + Penalty 2335.004475 = -149765.371388
  nChanged 10
		SP:Iteration 14Q (218545.620000 sec): 3 clusters
  Score: Raw -152110.072381 + Penalty 2335.004475 = -149775.067906
  nChanged 8
		SP:Iteration 15Q (218545.650000 sec): 3 clusters
  Score: Raw -152115.242035 + Penalty 2335.004475 = -149780.237561
  nChanged 5
		SP:Iteration 16Q (218545.680000 sec): 3 clusters
  Score: Raw -152119.034485 + Penalty 2335.004475 = -149784.030010
  nChanged 8
		SP:Iteration 17Q (218545.700000 sec): 3 clusters
  Score: Raw -152124.114107 + Penalty 2335.004475 = -149789.109632
  nChanged 5
		SP:Iteration 18Q (218545.720000 sec): 3 clusters
  Score: Raw -152130.432239 + Penalty 2335.004475 = -149795.427764
  nChanged 10
		SP:Iteration 19Q (218545.750000 sec): 3 clusters
  Score: Raw -152143.899456 + Penalty 2335.004475 = -149808.894981
  nChanged 10
		SP:Iteration 20F (218545.770000 sec): 3 clusters
  Score: Raw -152153.596338 + Penalty 2335.004475 = -149818.591863
  nChanged 14
		SP:Iteration 21Q (218545.800000 sec): 3 clusters
  Score: Raw -152171.926486 + Penalty 2335.004475 = -149836.922012
  nChanged 10
		SP:Iteration 22Q (218545.820000 sec): 3 clusters
  Score: Raw -152179.898042 + Penalty 2335.004475 = -149844.893567
  nChanged 7
		SP:Iteration 23Q (218545.840000 sec): 3 clusters
  Score: Raw -152188.687847 + Penalty 2335.004475 = -149853.683372
  nChanged 7
		SP:Iteration 24Q (218545.870000 sec): 3 clusters
  Score: Raw -152199.138652 + Penalty 2335.004475 = -149864.134178
  nChanged 7
		SP:Iteration 25Q (218545.890000 sec): 3 clusters
  Score: Raw -152212.578896 + Penalty 2335.004475 = -149877.574421
  nChanged 12
		SP:Iteration 26Q (218545.920000 sec): 3 clusters
  Score: Raw -152226.069679 + Penalty 2335.004475 = -149891.065204
  nChanged 12
		SP:Iteration 27Q (218545.940000 sec): 3 clusters
  Score: Raw -152240.661408 + Penalty 2335.004475 = -149905.656933
  nChanged 6
		SP:Iteration 28Q (218545.960000 sec): 3 clusters
  Score: Raw -152246.557983 + Penalty 2335.004475 = -149911.553509
  nChanged 7
		SP:Iteration 29Q (218545.990000 sec): 3 clusters
  Score: Raw -152253.191684 + Penalty 2335.004475 = -149918.187209
  nChanged 5
		SP:Iteration 30Q (218546.010000 sec): 3 clusters
  Score: Raw -152256.157280 + Penalty 2335.004475 = -149921.152805
  nChanged 5
		SP:Iteration 31Q (218546.030000 sec): 3 clusters
  Score: Raw -152260.255269 + Penalty 2335.004475 = -149925.250794
  nChanged 3
		SP:Iteration 32Q (218546.060000 sec): 3 clusters
  Score: Raw -152264.124808 + Penalty 2335.004475 = -149929.120333
  nChanged 6
		SP:Iteration 33Q (218546.080000 sec): 3 clusters
  Score: Raw -152268.243314 + Penalty 2335.004475 = -149933.238839
  nChanged 5
		SP:Iteration 34Q (218546.100000 sec): 3 clusters
  Score: Raw -152270.585808 + Penalty 2335.004475 = -149935.581334
  nChanged 2
		SP:Iteration 35Q (218546.130000 sec): 3 clusters
  Score: Raw -152271.422644 + Penalty 2335.004475 = -149936.418169
  nChanged 3
		SP:Iteration 36Q (218546.150000 sec): 3 clusters
  Score: Raw -152274.017688 + Penalty 2335.004475 = -149939.013213
  nChanged 3
		SP:Iteration 37Q (218546.180000 sec): 3 clusters
  Score: Raw -152275.352147 + Penalty 2335.004475 = -149940.347672
  nChanged 3
		SP:Iteration 38Q (218546.200000 sec): 3 clusters
  Score: Raw -152276.873201 + Penalty 2335.004475 = -149941.868726
  nChanged 2
		SP:Iteration 39Q (218546.220000 sec): 3 clusters
  Score: Raw -152278.415799 + Penalty 2335.004475 = -149943.411324
  nChanged 1
		SP:Iteration 40F (218546.250000 sec): 3 clusters
  Score: Raw -152280.042981 + Penalty 2335.004475 = -149945.038506
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 87 (3230 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (218546.320000 sec): 2 clusters
  Score: Raw -392848.064079 + Penalty 1313.038580 = -391535.025499
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (218546.380000 sec): 3 clusters
  Score: Raw -391303.910833 + Penalty 2626.077160 = -388677.833672
  nChanged 1213
		SP:Iteration 1F (218546.450000 sec): 3 clusters
  Score: Raw -391985.782020 + Penalty 2626.077160 = -389359.704859
  nChanged 221
		SP:Iteration 2F (218546.510000 sec): 3 clusters
  Score: Raw -392114.228612 + Penalty 2626.077160 = -389488.151452
  nChanged 162
		SP:Iteration 3F (218546.570000 sec): 3 clusters
  Score: Raw -392203.362968 + Penalty 2626.077160 = -389577.285808
  nChanged 126
		SP:Iteration 4Q (218546.630000 sec): 3 clusters
  Score: Raw -392272.726820 + Penalty 2626.077160 = -389646.649659
  nChanged 104
		SP:Iteration 5Q (218546.700000 sec): 3 clusters
  Score: Raw -392330.740595 + Penalty 2626.077160 = -389704.663434
  nChanged 99
		SP:Iteration 6Q (218546.760000 sec): 3 clusters
  Score: Raw -392378.026712 + Penalty 2626.077160 = -389751.949552
  nChanged 75
		SP:Iteration 7Q (218546.820000 sec): 3 clusters
  Score: Raw -392412.969928 + Penalty 2626.077160 = -389786.892767
  nChanged 61
		SP:Iteration 8Q (218546.880000 sec): 3 clusters
  Score: Raw -392440.104721 + Penalty 2626.077160 = -389814.027561
  nChanged 54
		SP:Iteration 9Q (218546.940000 sec): 3 clusters
  Score: Raw -392461.956146 + Penalty 2626.077160 = -389835.878986
  nChanged 50
		SP:Iteration 10Q (218547.000000 sec): 3 clusters
  Score: Raw -392478.956896 + Penalty 2626.077160 = -389852.879736
  nChanged 47
		SP:Iteration 11Q (218547.070000 sec): 3 clusters
  Score: Raw -392497.857666 + Penalty 2626.077160 = -389871.780506
  nChanged 46
		SP:Iteration 12Q (218547.130000 sec): 3 clusters
  Score: Raw -392517.957187 + Penalty 2626.077160 = -389891.880027
  nChanged 43
		SP:Iteration 13Q (218547.190000 sec): 3 clusters
  Score: Raw -392538.566374 + Penalty 2626.077160 = -389912.489214
  nChanged 36
		SP:Iteration 14Q (218547.250000 sec): 3 clusters
  Score: Raw -392553.878504 + Penalty 2626.077160 = -389927.801343
  nChanged 36
		SP:Iteration 15Q (218547.310000 sec): 3 clusters
  Score: Raw -392569.610684 + Penalty 2626.077160 = -389943.533524
  nChanged 33
		SP:Iteration 16Q (218547.380000 sec): 3 clusters
  Score: Raw -392587.357371 + Penalty 2626.077160 = -389961.280211
  nChanged 35
		SP:Iteration 17Q (218547.440000 sec): 3 clusters
  Score: Raw -392607.118412 + Penalty 2626.077160 = -389981.041251
  nChanged 44
		SP:Iteration 18Q (218547.500000 sec): 3 clusters
  Score: Raw -392627.254815 + Penalty 2626.077160 = -390001.177655
  nChanged 44
		SP:Iteration 19Q (218547.560000 sec): 3 clusters
  Score: Raw -392646.009205 + Penalty 2626.077160 = -390019.932045
  nChanged 38
		SP:Iteration 20F (218547.620000 sec): 3 clusters
  Score: Raw -392667.622793 + Penalty 2626.077160 = -390041.545633
  nChanged 41
		SP:Iteration 21Q (218547.680000 sec): 3 clusters
  Score: Raw -392688.621965 + Penalty 2626.077160 = -390062.544805
  nChanged 45
		SP:Iteration 22Q (218547.740000 sec): 3 clusters
  Score: Raw -392714.358316 + Penalty 2626.077160 = -390088.281156
  nChanged 50
		SP:Iteration 23Q (218547.800000 sec): 3 clusters
  Score: Raw -392741.024394 + Penalty 2626.077160 = -390114.947233
  nChanged 36
		SP:Iteration 24Q (218547.860000 sec): 3 clusters
  Score: Raw -392759.467356 + Penalty 2626.077160 = -390133.390196
  nChanged 38
		SP:Iteration 25Q (218547.920000 sec): 3 clusters
  Score: Raw -392779.266567 + Penalty 2626.077160 = -390153.189407
  nChanged 34
		SP:Iteration 26Q (218547.980000 sec): 3 clusters
  Score: Raw -392799.986800 + Penalty 2626.077160 = -390173.909640
  nChanged 37
		SP:Iteration 27Q (218548.040000 sec): 3 clusters
  Score: Raw -392832.518773 + Penalty 2626.077160 = -390206.441612
  nChanged 51
		SP:Iteration 28Q (218548.100000 sec): 3 clusters
  Score: Raw -392873.930403 + Penalty 2626.077160 = -390247.853243
  nChanged 48
		SP:Iteration 29Q (218548.160000 sec): 3 clusters
  Score: Raw -392906.890392 + Penalty 2626.077160 = -390280.813231
  nChanged 38
		SP:Iteration 30Q (218548.230000 sec): 3 clusters
  Score: Raw -392931.741807 + Penalty 2626.077160 = -390305.664646
  nChanged 30
		SP:Iteration 31Q (218548.290000 sec): 3 clusters
  Score: Raw -392955.034523 + Penalty 2626.077160 = -390328.957362
  nChanged 20
		SP:Iteration 32Q (218548.350000 sec): 3 clusters
  Score: Raw -392971.264745 + Penalty 2626.077160 = -390345.187584
  nChanged 22
		SP:Iteration 33Q (218548.410000 sec): 3 clusters
  Score: Raw -392986.621927 + Penalty 2626.077160 = -390360.544767
  nChanged 11
		SP:Iteration 34Q (218548.470000 sec): 3 clusters
  Score: Raw -392996.090110 + Penalty 2626.077160 = -390370.012949
  nChanged 13
		SP:Iteration 35Q (218548.530000 sec): 3 clusters
  Score: Raw -393006.929030 + Penalty 2626.077160 = -390380.851869
  nChanged 21
		SP:Iteration 36Q (218548.590000 sec): 3 clusters
  Score: Raw -393021.538441 + Penalty 2626.077160 = -390395.461280
  nChanged 15
		SP:Iteration 37Q (218548.650000 sec): 3 clusters
  Score: Raw -393034.199142 + Penalty 2626.077160 = -390408.121981
  nChanged 11
		SP:Iteration 38Q (218548.700000 sec): 3 clusters
  Score: Raw -393043.511418 + Penalty 2626.077160 = -390417.434258
  nChanged 8
		SP:Iteration 39Q (218548.760000 sec): 3 clusters
  Score: Raw -393047.867046 + Penalty 2626.077160 = -390421.789886
  nChanged 5
		SP:Iteration 40F (218548.830000 sec): 3 clusters
  Score: Raw -393050.851183 + Penalty 2626.077160 = -390424.774023
  nChanged 3
		SP:Iteration 41Q (218548.890000 sec): 3 clusters
  Score: Raw -393054.501447 + Penalty 2626.077160 = -390428.424287
  nChanged 8
		SP:Iteration 42Q (218548.940000 sec): 3 clusters
  Score: Raw -393061.606661 + Penalty 2626.077160 = -390435.529501
  nChanged 5
		SP:Iteration 43Q (218549.000000 sec): 3 clusters
  Score: Raw -393064.605069 + Penalty 2626.077160 = -390438.527909
  nChanged 3
		SP:Iteration 44Q (218549.060000 sec): 3 clusters
  Score: Raw -393065.615130 + Penalty 2626.077160 = -390439.537970
  nChanged 1
		SP:Iteration 45Q (218549.120000 sec): 3 clusters
  Score: Raw -393066.500594 + Penalty 2626.077160 = -390440.423434
  nChanged 1
		SP:Iteration 46Q (218549.180000 sec): 3 clusters
  Score: Raw -393067.227213 + Penalty 2626.077160 = -390441.150053
  nChanged 0
		SP:Iteration 47F (218549.240000 sec): 3 clusters
  Score: Raw -393067.227213 + Penalty 2626.077160 = -390441.150053
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 88 (7217 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (218549.330000 sec): 2 clusters
  Score: Raw -851396.590406 + Penalty 1443.681628 = -849952.908778
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (218549.460000 sec): 3 clusters
  Score: Raw -847440.010915 + Penalty 2887.363256 = -844552.647659
  nChanged 3057
		SP:Iteration 1F (218549.590000 sec): 3 clusters
  Score: Raw -849137.904815 + Penalty 2887.363256 = -846250.541560
  nChanged 557
		SP:Iteration 2F (218549.720000 sec): 3 clusters
  Score: Raw -849488.623959 + Penalty 2887.363256 = -846601.260703
  nChanged 490
		SP:Iteration 3F (218549.840000 sec): 3 clusters
  Score: Raw -849790.071689 + Penalty 2887.363256 = -846902.708434
  nChanged 408
		SP:Iteration 4F (218549.970000 sec): 3 clusters
  Score: Raw -850043.123367 + Penalty 2887.363256 = -847155.760111
  nChanged 364
		SP:Iteration 5F (218550.100000 sec): 3 clusters
  Score: Raw -850269.634654 + Penalty 2887.363256 = -847382.271398
  nChanged 321
		SP:Iteration 6Q (218550.220000 sec): 3 clusters
  Score: Raw -850454.313262 + Penalty 2887.363256 = -847566.950007
  nChanged 295
		SP:Iteration 7Q (218550.350000 sec): 3 clusters
  Score: Raw -850633.071887 + Penalty 2887.363256 = -847745.708631
  nChanged 284
		SP:Iteration 8Q (218550.470000 sec): 3 clusters
  Score: Raw -850804.793864 + Penalty 2887.363256 = -847917.430608
  nChanged 266
		SP:Iteration 9Q (218550.600000 sec): 3 clusters
  Score: Raw -850987.771189 + Penalty 2887.363256 = -848100.407933
  nChanged 245
		SP:Iteration 10Q (218550.720000 sec): 3 clusters
  Score: Raw -851152.820455 + Penalty 2887.363256 = -848265.457200
  nChanged 209
		SP:Iteration 11Q (218550.850000 sec): 3 clusters
  Score: Raw -851275.775939 + Penalty 2887.363256 = -848388.412683
  nChanged 170
		SP:Iteration 12Q (218550.970000 sec): 3 clusters
  Score: Raw -851388.236182 + Penalty 2887.363256 = -848500.872926
  nChanged 126
		SP:Iteration 13Q (218551.100000 sec): 3 clusters
  Score: Raw -851492.843295 + Penalty 2887.363256 = -848605.480039
  nChanged 122
		SP:Iteration 14Q (218551.220000 sec): 3 clusters
  Score: Raw -851610.459265 + Penalty 2887.363256 = -848723.096009
  nChanged 108
		SP:Iteration 15Q (218551.340000 sec): 3 clusters
  Score: Raw -851703.955835 + Penalty 2887.363256 = -848816.592580
  nChanged 89
		SP:Iteration 16Q (218551.470000 sec): 3 clusters
  Score: Raw -851768.663435 + Penalty 2887.363256 = -848881.300180
  nChanged 72
		SP:Iteration 17Q (218551.590000 sec): 3 clusters
  Score: Raw -851815.290917 + Penalty 2887.363256 = -848927.927661
  nChanged 66
		SP:Iteration 18Q (218551.710000 sec): 3 clusters
  Score: Raw -851855.193615 + Penalty 2887.363256 = -848967.830360
  nChanged 49
		SP:Iteration 19Q (218551.830000 sec): 3 clusters
  Score: Raw -851880.629203 + Penalty 2887.363256 = -848993.265947
  nChanged 32
		SP:Iteration 20F (218551.960000 sec): 3 clusters
  Score: Raw -851893.065823 + Penalty 2887.363256 = -849005.702567
  nChanged 15
		SP:Iteration 21Q (218552.080000 sec): 3 clusters
  Score: Raw -851897.745570 + Penalty 2887.363256 = -849010.382314
  nChanged 14
		SP:Iteration 22Q (218552.200000 sec): 3 clusters
  Score: Raw -851901.352831 + Penalty 2887.363256 = -849013.989575
  nChanged 13
		SP:Iteration 23Q (218552.320000 sec): 3 clusters
  Score: Raw -851906.116417 + Penalty 2887.363256 = -849018.753162
  nChanged 10
		SP:Iteration 24Q (218552.440000 sec): 3 clusters
  Score: Raw -851908.906255 + Penalty 2887.363256 = -849021.543000
  nChanged 7
		SP:Iteration 25Q (218552.560000 sec): 3 clusters
  Score: Raw -851910.800903 + Penalty 2887.363256 = -849023.437647
  nChanged 3
		SP:Iteration 26Q (218552.680000 sec): 3 clusters
  Score: Raw -851911.383526 + Penalty 2887.363256 = -849024.020270
  nChanged 1
		SP:Iteration 27Q (218552.810000 sec): 3 clusters
  Score: Raw -851911.444678 + Penalty 2887.363256 = -849024.081422
  nChanged 0
		SP:Iteration 28F (218552.940000 sec): 3 clusters
  Score: Raw -851911.444678 + Penalty 2887.363256 = -849024.081422
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 89 (4935 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (218553.020000 sec): 2 clusters
  Score: Raw -567656.220199 + Penalty 1381.917542 = -566274.302657
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (218553.120000 sec): 3 clusters
  Score: Raw -565100.546644 + Penalty 2763.835084 = -562336.711559
  nChanged 1976
		SP:Iteration 1F (218553.220000 sec): 3 clusters
  Score: Raw -566228.324507 + Penalty 2763.835084 = -563464.489422
  nChanged 337
		SP:Iteration 2F (218553.300000 sec): 3 clusters
  Score: Raw -566441.378583 + Penalty 2763.835084 = -563677.543498
  nChanged 287
		SP:Iteration 3F (218553.390000 sec): 3 clusters
  Score: Raw -566608.884563 + Penalty 2763.835084 = -563845.049479
  nChanged 250
		SP:Iteration 4F (218553.480000 sec): 3 clusters
  Score: Raw -566762.229686 + Penalty 2763.835084 = -563998.394601
  nChanged 208
		SP:Iteration 5Q (218553.570000 sec): 3 clusters
  Score: Raw -566875.228518 + Penalty 2763.835084 = -564111.393434
  nChanged 174
		SP:Iteration 6Q (218553.660000 sec): 3 clusters
  Score: Raw -566972.981964 + Penalty 2763.835084 = -564209.146879
  nChanged 146
		SP:Iteration 7Q (218553.740000 sec): 3 clusters
  Score: Raw -567042.360635 + Penalty 2763.835084 = -564278.525551
  nChanged 137
		SP:Iteration 8Q (218553.830000 sec): 3 clusters
  Score: Raw -567130.896662 + Penalty 2763.835084 = -564367.061578
  nChanged 150
		SP:Iteration 9Q (218553.920000 sec): 3 clusters
  Score: Raw -567225.171493 + Penalty 2763.835084 = -564461.336409
  nChanged 160
		SP:Iteration 10Q (218554.010000 sec): 3 clusters
  Score: Raw -567337.439285 + Penalty 2763.835084 = -564573.604201
  nChanged 158
		SP:Iteration 11Q (218554.100000 sec): 3 clusters
  Score: Raw -567467.063579 + Penalty 2763.835084 = -564703.228495
  nChanged 145
		SP:Iteration 12Q (218554.180000 sec): 3 clusters
  Score: Raw -567597.441505 + Penalty 2763.835084 = -564833.606420
  nChanged 169
		SP:Iteration 13Q (218554.270000 sec): 3 clusters
  Score: Raw -567750.225637 + Penalty 2763.835084 = -564986.390553
  nChanged 173
		SP:Iteration 14Q (218554.360000 sec): 3 clusters
  Score: Raw -567876.798276 + Penalty 2763.835084 = -565112.963191
  nChanged 134
		SP:Iteration 15Q (218554.450000 sec): 3 clusters
  Score: Raw -567971.981027 + Penalty 2763.835084 = -565208.145942
  nChanged 136
		SP:Iteration 16Q (218554.540000 sec): 3 clusters
  Score: Raw -568042.804900 + Penalty 2763.835084 = -565278.969816
  nChanged 108
		SP:Iteration 17Q (218554.620000 sec): 3 clusters
  Score: Raw -568102.384129 + Penalty 2763.835084 = -565338.549045
  nChanged 84
		SP:Iteration 18Q (218554.710000 sec): 3 clusters
  Score: Raw -568146.440983 + Penalty 2763.835084 = -565382.605898
  nChanged 74
		SP:Iteration 19Q (218554.800000 sec): 3 clusters
  Score: Raw -568177.532344 + Penalty 2763.835084 = -565413.697260
  nChanged 65
		SP:Iteration 20F (218554.880000 sec): 3 clusters
  Score: Raw -568209.539779 + Penalty 2763.835084 = -565445.704694
  nChanged 71
		SP:Iteration 21Q (218554.970000 sec): 3 clusters
  Score: Raw -568249.304497 + Penalty 2763.835084 = -565485.469413
  nChanged 66
		SP:Iteration 22Q (218555.060000 sec): 3 clusters
  Score: Raw -568280.351890 + Penalty 2763.835084 = -565516.516806
  nChanged 62
		SP:Iteration 23Q (218555.140000 sec): 3 clusters
  Score: Raw -568305.309727 + Penalty 2763.835084 = -565541.474642
  nChanged 48
		SP:Iteration 24Q (218555.230000 sec): 3 clusters
  Score: Raw -568320.775023 + Penalty 2763.835084 = -565556.939938
  nChanged 38
		SP:Iteration 25Q (218555.310000 sec): 3 clusters
  Score: Raw -568332.843372 + Penalty 2763.835084 = -565569.008288
  nChanged 34
		SP:Iteration 26Q (218555.400000 sec): 3 clusters
  Score: Raw -568341.298091 + Penalty 2763.835084 = -565577.463006
  nChanged 19
		SP:Iteration 27Q (218555.480000 sec): 3 clusters
  Score: Raw -568346.168946 + Penalty 2763.835084 = -565582.333861
  nChanged 20
		SP:Iteration 28Q (218555.570000 sec): 3 clusters
  Score: Raw -568351.756930 + Penalty 2763.835084 = -565587.921846
  nChanged 13
		SP:Iteration 29Q (218555.650000 sec): 3 clusters
  Score: Raw -568354.884752 + Penalty 2763.835084 = -565591.049668
  nChanged 20
		SP:Iteration 30Q (218555.740000 sec): 3 clusters
  Score: Raw -568358.710277 + Penalty 2763.835084 = -565594.875193
  nChanged 5
		SP:Iteration 31Q (218555.820000 sec): 3 clusters
  Score: Raw -568359.880461 + Penalty 2763.835084 = -565596.045377
  nChanged 7
		SP:Iteration 32Q (218555.910000 sec): 3 clusters
  Score: Raw -568361.292933 + Penalty 2763.835084 = -565597.457849
  nChanged 7
		SP:Iteration 33Q (218556.000000 sec): 3 clusters
  Score: Raw -568363.318244 + Penalty 2763.835084 = -565599.483160
  nChanged 8
		SP:Iteration 34Q (218556.080000 sec): 3 clusters
  Score: Raw -568366.583347 + Penalty 2763.835084 = -565602.748263
  nChanged 12
		SP:Iteration 35Q (218556.160000 sec): 3 clusters
  Score: Raw -568368.782452 + Penalty 2763.835084 = -565604.947368
  nChanged 8
		SP:Iteration 36Q (218556.250000 sec): 3 clusters
  Score: Raw -568370.915268 + Penalty 2763.835084 = -565607.080184
  nChanged 11
		SP:Iteration 37Q (218556.340000 sec): 3 clusters
  Score: Raw -568374.106110 + Penalty 2763.835084 = -565610.271025
  nChanged 15
		SP:Iteration 38Q (218556.420000 sec): 3 clusters
  Score: Raw -568377.580993 + Penalty 2763.835084 = -565613.745909
  nChanged 12
		SP:Iteration 39Q (218556.500000 sec): 3 clusters
  Score: Raw -568381.481885 + Penalty 2763.835084 = -565617.646800
  nChanged 12
		SP:Iteration 40F (218556.590000 sec): 3 clusters
  Score: Raw -568386.461733 + Penalty 2763.835084 = -565622.626648
  nChanged 18
		SP:Iteration 41Q (218556.680000 sec): 3 clusters
  Score: Raw -568392.743867 + Penalty 2763.835084 = -565628.908783
  nChanged 23
		SP:Iteration 42Q (218556.760000 sec): 3 clusters
  Score: Raw -568403.098050 + Penalty 2763.835084 = -565639.262965
  nChanged 24
		SP:Iteration 43Q (218556.850000 sec): 3 clusters
  Score: Raw -568410.702707 + Penalty 2763.835084 = -565646.867622
  nChanged 14
		SP:Iteration 44Q (218556.940000 sec): 3 clusters
  Score: Raw -568415.991075 + Penalty 2763.835084 = -565652.155990
  nChanged 14
		SP:Iteration 45Q (218557.020000 sec): 3 clusters
  Score: Raw -568422.122621 + Penalty 2763.835084 = -565658.287536
  nChanged 19
		SP:Iteration 46Q (218557.100000 sec): 3 clusters
  Score: Raw -568428.021293 + Penalty 2763.835084 = -565664.186209
  nChanged 13
		SP:Iteration 47Q (218557.190000 sec): 3 clusters
  Score: Raw -568431.341230 + Penalty 2763.835084 = -565667.506145
  nChanged 14
		SP:Iteration 48Q (218557.280000 sec): 3 clusters
  Score: Raw -568436.325040 + Penalty 2763.835084 = -565672.489955
  nChanged 19
		SP:Iteration 49Q (218557.360000 sec): 3 clusters
  Score: Raw -568445.503044 + Penalty 2763.835084 = -565681.667959
  nChanged 20
		SP:Iteration 50Q (218557.440000 sec): 3 clusters
  Score: Raw -568451.923399 + Penalty 2763.835084 = -565688.088315
  nChanged 19
		SP:Iteration 51Q (218557.530000 sec): 3 clusters
  Score: Raw -568461.768118 + Penalty 2763.835084 = -565697.933033
  nChanged 17
		SP:Iteration 52Q (218557.620000 sec): 3 clusters
  Score: Raw -568470.953676 + Penalty 2763.835084 = -565707.118592
  nChanged 28
		SP:Iteration 53Q (218557.700000 sec): 3 clusters
  Score: Raw -568485.278325 + Penalty 2763.835084 = -565721.443241
  nChanged 28
		SP:Iteration 54Q (218557.780000 sec): 3 clusters
  Score: Raw -568497.181480 + Penalty 2763.835084 = -565733.346396
  nChanged 24
		SP:Iteration 55Q (218557.870000 sec): 3 clusters
  Score: Raw -568506.816784 + Penalty 2763.835084 = -565742.981699
  nChanged 22
		SP:Iteration 56Q (218557.960000 sec): 3 clusters
  Score: Raw -568514.699530 + Penalty 2763.835084 = -565750.864446
  nChanged 19
		SP:Iteration 57Q (218558.040000 sec): 3 clusters
  Score: Raw -568520.283208 + Penalty 2763.835084 = -565756.448124
  nChanged 8
		SP:Iteration 58Q (218558.120000 sec): 3 clusters
  Score: Raw -568522.623903 + Penalty 2763.835084 = -565758.788819
  nChanged 4
		SP:Iteration 59Q (218558.210000 sec): 3 clusters
  Score: Raw -568523.464146 + Penalty 2763.835084 = -565759.629062
  nChanged 4
		SP:Iteration 60F (218558.300000 sec): 3 clusters
  Score: Raw -568524.708849 + Penalty 2763.835084 = -565760.873765
  nChanged 5
		SP:Iteration 61Q (218558.380000 sec): 3 clusters
  Score: Raw -568525.964361 + Penalty 2763.835084 = -565762.129276
  nChanged 3
		SP:Iteration 62Q (218558.460000 sec): 3 clusters
  Score: Raw -568527.103876 + Penalty 2763.835084 = -565763.268792
  nChanged 4
		SP:Iteration 63Q (218558.550000 sec): 3 clusters
  Score: Raw -568528.303596 + Penalty 2763.835084 = -565764.468512
  nChanged 6
		SP:Iteration 64Q (218558.640000 sec): 3 clusters
  Score: Raw -568529.631447 + Penalty 2763.835084 = -565765.796363
  nChanged 1
		SP:Iteration 65Q (218558.720000 sec): 3 clusters
  Score: Raw -568529.827204 + Penalty 2763.835084 = -565765.992119
  nChanged 0
		SP:Iteration 66F (218558.810000 sec): 3 clusters
  Score: Raw -568529.827204 + Penalty 2763.835084 = -565765.992119
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 90 (2262 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (218558.870000 sec): 2 clusters
  Score: Raw -237189.826433 + Penalty 1255.150757 = -235934.675676
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (218558.920000 sec): 3 clusters
  Score: Raw -236297.123019 + Penalty 2510.301513 = -233786.821506
  nChanged 775
		SP:Iteration 1F (218558.960000 sec): 3 clusters
  Score: Raw -236912.212812 + Penalty 2510.301513 = -234401.911299
  nChanged 194
		SP:Iteration 2F (218559.000000 sec): 3 clusters
  Score: Raw -237108.809422 + Penalty 2510.301513 = -234598.507908
  nChanged 139
		SP:Iteration 3F (218559.050000 sec): 3 clusters
  Score: Raw -237232.531710 + Penalty 2510.301513 = -234722.230196
  nChanged 98
		SP:Iteration 4Q (218559.090000 sec): 3 clusters
  Score: Raw -237302.750091 + Penalty 2510.301513 = -234792.448577
  nChanged 66
		SP:Iteration 5Q (218559.140000 sec): 3 clusters
  Score: Raw -237352.792051 + Penalty 2510.301513 = -234842.490538
  nChanged 57
		SP:Iteration 6Q (218559.180000 sec): 3 clusters
  Score: Raw -237393.157792 + Penalty 2510.301513 = -234882.856278
  nChanged 52
		SP:Iteration 7Q (218559.220000 sec): 3 clusters
  Score: Raw -237430.802034 + Penalty 2510.301513 = -234920.500521
  nChanged 43
		SP:Iteration 8Q (218559.260000 sec): 3 clusters
  Score: Raw -237457.627004 + Penalty 2510.301513 = -234947.325491
  nChanged 33
		SP:Iteration 9Q (218559.310000 sec): 3 clusters
  Score: Raw -237485.104434 + Penalty 2510.301513 = -234974.802920
  nChanged 39
		SP:Iteration 10Q (218559.350000 sec): 3 clusters
  Score: Raw -237514.151135 + Penalty 2510.301513 = -235003.849622
  nChanged 37
		SP:Iteration 11Q (218559.390000 sec): 3 clusters
  Score: Raw -237537.642806 + Penalty 2510.301513 = -235027.341293
  nChanged 24
		SP:Iteration 12Q (218559.440000 sec): 3 clusters
  Score: Raw -237549.824782 + Penalty 2510.301513 = -235039.523269
  nChanged 15
		SP:Iteration 13Q (218559.480000 sec): 3 clusters
  Score: Raw -237556.922071 + Penalty 2510.301513 = -235046.620558
  nChanged 12
		SP:Iteration 14Q (218559.520000 sec): 3 clusters
  Score: Raw -237562.911670 + Penalty 2510.301513 = -235052.610157
  nChanged 12
		SP:Iteration 15Q (218559.560000 sec): 3 clusters
  Score: Raw -237573.208964 + Penalty 2510.301513 = -235062.907450
  nChanged 21
		SP:Iteration 16Q (218559.610000 sec): 3 clusters
  Score: Raw -237584.115789 + Penalty 2510.301513 = -235073.814276
  nChanged 7
		SP:Iteration 17Q (218559.650000 sec): 3 clusters
  Score: Raw -237586.102320 + Penalty 2510.301513 = -235075.800807
  nChanged 7
		SP:Iteration 18Q (218559.700000 sec): 3 clusters
  Score: Raw -237588.549328 + Penalty 2510.301513 = -235078.247814
  nChanged 0
		SP:Iteration 19F (218559.740000 sec): 3 clusters
  Score: Raw -237588.549328 + Penalty 2510.301513 = -235078.247814
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 91 (511 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (218559.780000 sec): 2 clusters
  Score: Raw -59844.835097 + Penalty 1013.410058 = -58831.425039
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (218559.790000 sec): 3 clusters
  Score: Raw -59782.126741 + Penalty 2026.820117 = -57755.306624
  nChanged 119
		SP:Iteration 1F (218559.800000 sec): 3 clusters
  Score: Raw -59934.695419 + Penalty 2026.820117 = -57907.875302
  nChanged 27
		SP:Iteration 2F (218559.810000 sec): 3 clusters
  Score: Raw -59982.851196 + Penalty 2026.820117 = -57956.031080
  nChanged 14
		SP:Iteration 3Q (218559.820000 sec): 3 clusters
  Score: Raw -60009.327781 + Penalty 2026.820117 = -57982.507664
  nChanged 8
		SP:Iteration 4Q (218559.830000 sec): 3 clusters
  Score: Raw -60022.740577 + Penalty 2026.820117 = -57995.920460
  nChanged 5
		SP:Iteration 5Q (218559.840000 sec): 3 clusters
  Score: Raw -60032.354801 + Penalty 2026.820117 = -58005.534684
  nChanged 9
		SP:Iteration 6Q (218559.860000 sec): 3 clusters
  Score: Raw -60050.513135 + Penalty 2026.820117 = -58023.693018
  nChanged 7
		SP:Iteration 7Q (218559.860000 sec): 3 clusters
  Score: Raw -60067.926582 + Penalty 2026.820117 = -58041.106465
  nChanged 10
		SP:Iteration 8Q (218559.880000 sec): 3 clusters
  Score: Raw -60096.579177 + Penalty 2026.820117 = -58069.759061
  nChanged 8
		SP:Iteration 9Q (218559.880000 sec): 3 clusters
  Score: Raw -60116.681309 + Penalty 2026.820117 = -58089.861192
  nChanged 5
		SP:Iteration 10Q (218559.900000 sec): 3 clusters
  Score: Raw -60123.518862 + Penalty 2026.820117 = -58096.698745
  nChanged 1
		SP:Iteration 11Q (218559.910000 sec): 3 clusters
  Score: Raw -60126.318974 + Penalty 2026.820117 = -58099.498857
  nChanged 1
		SP:Iteration 12Q (218559.920000 sec): 3 clusters
  Score: Raw -60128.942747 + Penalty 2026.820117 = -58102.122630
  nChanged 0
		SP:Iteration 13F (218559.930000 sec): 3 clusters
  Score: Raw -60128.942747 + Penalty 2026.820117 = -58102.122630
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 92 (7582 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (218560.030000 sec): 2 clusters
  Score: Raw -867904.489569 + Penalty 1451.698998 = -866452.790571
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (218560.160000 sec): 3 clusters
  Score: Raw -863704.648726 + Penalty 2903.397996 = -860801.250730
  nChanged 3225
		SP:Iteration 1F (218560.280000 sec): 3 clusters
  Score: Raw -865425.798221 + Penalty 2903.397996 = -862522.400224
  nChanged 493
		SP:Iteration 2F (218560.400000 sec): 3 clusters
  Score: Raw -865655.896673 + Penalty 2903.397996 = -862752.498677
  nChanged 426
		SP:Iteration 3F (218560.510000 sec): 3 clusters
  Score: Raw -865868.471313 + Penalty 2903.397996 = -862965.073317
  nChanged 382
		SP:Iteration 4F (218560.630000 sec): 3 clusters
  Score: Raw -866066.113420 + Penalty 2903.397996 = -863162.715424
  nChanged 374
		SP:Iteration 5Q (218560.750000 sec): 3 clusters
  Score: Raw -866282.491654 + Penalty 2903.397996 = -863379.093658
  nChanged 377
		SP:Iteration 6Q (218560.860000 sec): 3 clusters
  Score: Raw -866501.528397 + Penalty 2903.397996 = -863598.130401
  nChanged 389
		SP:Iteration 7F (218560.980000 sec): 3 clusters
  Score: Raw -866728.554625 + Penalty 2903.397996 = -863825.156629
  nChanged 369
		SP:Iteration 8Q (218561.100000 sec): 3 clusters
  Score: Raw -866951.942186 + Penalty 2903.397996 = -864048.544190
  nChanged 335
		SP:Iteration 9Q (218561.220000 sec): 3 clusters
  Score: Raw -867179.996538 + Penalty 2903.397996 = -864276.598541
  nChanged 308
		SP:Iteration 10Q (218561.340000 sec): 3 clusters
  Score: Raw -867379.696275 + Penalty 2903.397996 = -864476.298279
  nChanged 249
		SP:Iteration 11Q (218561.450000 sec): 3 clusters
  Score: Raw -867555.374884 + Penalty 2903.397996 = -864651.976888
  nChanged 237
		SP:Iteration 12Q (218561.570000 sec): 3 clusters
  Score: Raw -867735.708095 + Penalty 2903.397996 = -864832.310099
  nChanged 193
		SP:Iteration 13Q (218561.690000 sec): 3 clusters
  Score: Raw -867883.497853 + Penalty 2903.397996 = -864980.099857
  nChanged 144
		SP:Iteration 14Q (218561.800000 sec): 3 clusters
  Score: Raw -867983.605529 + Penalty 2903.397996 = -865080.207533
  nChanged 115
		SP:Iteration 15Q (218561.920000 sec): 3 clusters
  Score: Raw -868061.223931 + Penalty 2903.397996 = -865157.825935
  nChanged 78
		SP:Iteration 16Q (218562.040000 sec): 3 clusters
  Score: Raw -868113.758981 + Penalty 2903.397996 = -865210.360985
  nChanged 52
		SP:Iteration 17Q (218562.160000 sec): 3 clusters
  Score: Raw -868154.667625 + Penalty 2903.397996 = -865251.269629
  nChanged 41
		SP:Iteration 18Q (218562.280000 sec): 3 clusters
  Score: Raw -868182.017345 + Penalty 2903.397996 = -865278.619349
  nChanged 23
		SP:Iteration 19Q (218562.400000 sec): 3 clusters
  Score: Raw -868203.077348 + Penalty 2903.397996 = -865299.679352
  nChanged 24
		SP:Iteration 20F (218562.520000 sec): 3 clusters
  Score: Raw -868225.752156 + Penalty 2903.397996 = -865322.354160
  nChanged 27
		SP:Iteration 21Q (218562.640000 sec): 3 clusters
  Score: Raw -868250.432340 + Penalty 2903.397996 = -865347.034344
  nChanged 30
		SP:Iteration 22Q (218562.760000 sec): 3 clusters
  Score: Raw -868267.170810 + Penalty 2903.397996 = -865363.772814
  nChanged 15
		SP:Iteration 23Q (218562.890000 sec): 3 clusters
  Score: Raw -868277.810599 + Penalty 2903.397996 = -865374.412603
  nChanged 14
		SP:Iteration 24Q (218563.020000 sec): 3 clusters
  Score: Raw -868287.016852 + Penalty 2903.397996 = -865383.618855
  nChanged 13
		SP:Iteration 25Q (218563.140000 sec): 3 clusters
  Score: Raw -868295.010029 + Penalty 2903.397996 = -865391.612033
  nChanged 11
		SP:Iteration 26Q (218563.270000 sec): 3 clusters
  Score: Raw -868305.238704 + Penalty 2903.397996 = -865401.840707
  nChanged 10
		SP:Iteration 27Q (218563.400000 sec): 3 clusters
  Score: Raw -868313.212759 + Penalty 2903.397996 = -865409.814763
  nChanged 10
		SP:Iteration 28Q (218563.520000 sec): 3 clusters
  Score: Raw -868318.413518 + Penalty 2903.397996 = -865415.015521
  nChanged 12
		SP:Iteration 29Q (218563.650000 sec): 3 clusters
  Score: Raw -868325.087595 + Penalty 2903.397996 = -865421.689598
  nChanged 4
		SP:Iteration 30Q (218563.770000 sec): 3 clusters
  Score: Raw -868326.869671 + Penalty 2903.397996 = -865423.471675
  nChanged 3
		SP:Iteration 31Q (218563.900000 sec): 3 clusters
  Score: Raw -868327.952977 + Penalty 2903.397996 = -865424.554981
  nChanged 1
		SP:Iteration 32Q (218564.020000 sec): 3 clusters
  Score: Raw -868328.526463 + Penalty 2903.397996 = -865425.128467
  nChanged 1
		SP:Iteration 33Q (218564.150000 sec): 3 clusters
  Score: Raw -868328.790666 + Penalty 2903.397996 = -865425.392669
  nChanged 0
		SP:Iteration 34F (218564.270000 sec): 3 clusters
  Score: Raw -868328.790666 + Penalty 2903.397996 = -865425.392669
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 93 (2842 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (218564.350000 sec): 2 clusters
  Score: Raw -329239.668068 + Penalty 1292.242788 = -327947.425281
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (218564.400000 sec): 3 clusters
  Score: Raw -327922.055374 + Penalty 2584.485575 = -325337.569799
  nChanged 1043
		SP:Iteration 1F (218564.460000 sec): 3 clusters
  Score: Raw -328639.257729 + Penalty 2584.485575 = -326054.772153
  nChanged 257
		SP:Iteration 2F (218564.510000 sec): 3 clusters
  Score: Raw -328893.266479 + Penalty 2584.485575 = -326308.780904
  nChanged 200
		SP:Iteration 3F (218564.560000 sec): 3 clusters
  Score: Raw -329061.362220 + Penalty 2584.485575 = -326476.876645
  nChanged 138
		SP:Iteration 4Q (218564.610000 sec): 3 clusters
  Score: Raw -329159.877501 + Penalty 2584.485575 = -326575.391926
  nChanged 100
		SP:Iteration 5Q (218564.660000 sec): 3 clusters
  Score: Raw -329228.856464 + Penalty 2584.485575 = -326644.370888
  nChanged 71
		SP:Iteration 6Q (218564.720000 sec): 3 clusters
  Score: Raw -329272.504402 + Penalty 2584.485575 = -326688.018827
  nChanged 53
		SP:Iteration 7Q (218564.770000 sec): 3 clusters
  Score: Raw -329305.292598 + Penalty 2584.485575 = -326720.807023
  nChanged 41
		SP:Iteration 8Q (218564.820000 sec): 3 clusters
  Score: Raw -329327.137201 + Penalty 2584.485575 = -326742.651625
  nChanged 36
		SP:Iteration 9Q (218564.870000 sec): 3 clusters
  Score: Raw -329347.756160 + Penalty 2584.485575 = -326763.270585
  nChanged 34
		SP:Iteration 10Q (218564.920000 sec): 3 clusters
  Score: Raw -329370.116397 + Penalty 2584.485575 = -326785.630821
  nChanged 32
		SP:Iteration 11Q (218564.970000 sec): 3 clusters
  Score: Raw -329387.611125 + Penalty 2584.485575 = -326803.125550
  nChanged 34
		SP:Iteration 12Q (218565.020000 sec): 3 clusters
  Score: Raw -329404.459932 + Penalty 2584.485575 = -326819.974356
  nChanged 24
		SP:Iteration 13Q (218565.070000 sec): 3 clusters
  Score: Raw -329416.717153 + Penalty 2584.485575 = -326832.231577
  nChanged 13
		SP:Iteration 14Q (218565.120000 sec): 3 clusters
  Score: Raw -329423.263494 + Penalty 2584.485575 = -326838.777918
  nChanged 16
		SP:Iteration 15Q (218565.180000 sec): 3 clusters
  Score: Raw -329428.917056 + Penalty 2584.485575 = -326844.431480
  nChanged 15
		SP:Iteration 16Q (218565.230000 sec): 3 clusters
  Score: Raw -329436.777195 + Penalty 2584.485575 = -326852.291620
  nChanged 9
		SP:Iteration 17Q (218565.280000 sec): 3 clusters
  Score: Raw -329441.028846 + Penalty 2584.485575 = -326856.543271
  nChanged 8
		SP:Iteration 18Q (218565.330000 sec): 3 clusters
  Score: Raw -329443.383109 + Penalty 2584.485575 = -326858.897534
  nChanged 7
		SP:Iteration 19Q (218565.380000 sec): 3 clusters
  Score: Raw -329447.599758 + Penalty 2584.485575 = -326863.114182
  nChanged 8
		SP:Iteration 20F (218565.430000 sec): 3 clusters
  Score: Raw -329452.651429 + Penalty 2584.485575 = -326868.165853
  nChanged 12
		SP:Iteration 21Q (218565.480000 sec): 3 clusters
  Score: Raw -329458.910279 + Penalty 2584.485575 = -326874.424704
  nChanged 16
		SP:Iteration 22Q (218565.530000 sec): 3 clusters
  Score: Raw -329465.459529 + Penalty 2584.485575 = -326880.973954
  nChanged 14
		SP:Iteration 23Q (218565.580000 sec): 3 clusters
  Score: Raw -329471.496361 + Penalty 2584.485575 = -326887.010786
  nChanged 13
		SP:Iteration 24Q (218565.630000 sec): 3 clusters
  Score: Raw -329476.939594 + Penalty 2584.485575 = -326892.454019
  nChanged 14
		SP:Iteration 25Q (218565.680000 sec): 3 clusters
  Score: Raw -329482.156765 + Penalty 2584.485575 = -326897.671189
  nChanged 10
		SP:Iteration 26Q (218565.730000 sec): 3 clusters
  Score: Raw -329485.598303 + Penalty 2584.485575 = -326901.112728
  nChanged 4
		SP:Iteration 27Q (218565.780000 sec): 3 clusters
  Score: Raw -329486.347045 + Penalty 2584.485575 = -326901.861470
  nChanged 5
		SP:Iteration 28Q (218565.840000 sec): 3 clusters
  Score: Raw -329489.046224 + Penalty 2584.485575 = -326904.560648
  nChanged 8
		SP:Iteration 29Q (218565.880000 sec): 3 clusters
  Score: Raw -329492.029567 + Penalty 2584.485575 = -326907.543991
  nChanged 5
		SP:Iteration 30Q (218565.940000 sec): 3 clusters
  Score: Raw -329493.137590 + Penalty 2584.485575 = -326908.652014
  nChanged 4
		SP:Iteration 31Q (218565.980000 sec): 3 clusters
  Score: Raw -329494.507067 + Penalty 2584.485575 = -326910.021492
  nChanged 6
		SP:Iteration 32Q (218566.040000 sec): 3 clusters
  Score: Raw -329496.765629 + Penalty 2584.485575 = -326912.280054
  nChanged 2
		SP:Iteration 33Q (218566.090000 sec): 3 clusters
  Score: Raw -329497.399797 + Penalty 2584.485575 = -326912.914222
  nChanged 2
		SP:Iteration 34Q (218566.140000 sec): 3 clusters
  Score: Raw -329497.855462 + Penalty 2584.485575 = -326913.369887
  nChanged 3
		SP:Iteration 35Q (218566.190000 sec): 3 clusters
  Score: Raw -329498.792887 + Penalty 2584.485575 = -326914.307312
  nChanged 2
		SP:Iteration 36Q (218566.240000 sec): 3 clusters
  Score: Raw -329499.609446 + Penalty 2584.485575 = -326915.123871
  nChanged 2
		SP:Iteration 37Q (218566.290000 sec): 3 clusters
  Score: Raw -329500.322063 + Penalty 2584.485575 = -326915.836488
  nChanged 0
		SP:Iteration 38F (218566.340000 sec): 3 clusters
  Score: Raw -329500.322063 + Penalty 2584.485575 = -326915.836488
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 94 (5279 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (218566.420000 sec): 2 clusters
  Score: Raw -626718.496146 + Penalty 1392.867444 = -625325.628702
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (218566.530000 sec): 3 clusters
  Score: Raw -623954.209048 + Penalty 2785.734889 = -621168.474159
  nChanged 2139
		SP:Iteration 1F (218566.620000 sec): 3 clusters
  Score: Raw -625116.788523 + Penalty 2785.734889 = -622331.053635
  nChanged 409
		SP:Iteration 2F (218566.720000 sec): 3 clusters
  Score: Raw -625332.188104 + Penalty 2785.734889 = -622546.453215
  nChanged 318
		SP:Iteration 3F (218566.810000 sec): 3 clusters
  Score: Raw -625496.554065 + Penalty 2785.734889 = -622710.819177
  nChanged 278
		SP:Iteration 4F (218566.900000 sec): 3 clusters
  Score: Raw -625631.982752 + Penalty 2785.734889 = -622846.247864
  nChanged 229
		SP:Iteration 5Q (218566.990000 sec): 3 clusters
  Score: Raw -625763.539393 + Penalty 2785.734889 = -622977.804504
  nChanged 247
		SP:Iteration 6Q (218567.080000 sec): 3 clusters
  Score: Raw -625904.877538 + Penalty 2785.734889 = -623119.142649
  nChanged 229
		SP:Iteration 7Q (218567.180000 sec): 3 clusters
  Score: Raw -626037.081417 + Penalty 2785.734889 = -623251.346528
  nChanged 214
		SP:Iteration 8Q (218567.270000 sec): 3 clusters
  Score: Raw -626165.706681 + Penalty 2785.734889 = -623379.971793
  nChanged 216
		SP:Iteration 9Q (218567.460000 sec): 3 clusters
  Score: Raw -626292.984720 + Penalty 2785.734889 = -623507.249831
  nChanged 176
		SP:Iteration 10Q (218567.550000 sec): 3 clusters
  Score: Raw -626385.367208 + Penalty 2785.734889 = -623599.632320
  nChanged 135
		SP:Iteration 11Q (218567.640000 sec): 3 clusters
  Score: Raw -626458.942759 + Penalty 2785.734889 = -623673.207870
  nChanged 116
		SP:Iteration 12Q (218567.730000 sec): 3 clusters
  Score: Raw -626527.769816 + Penalty 2785.734889 = -623742.034927
  nChanged 108
		SP:Iteration 13Q (218567.820000 sec): 3 clusters
  Score: Raw -626583.637968 + Penalty 2785.734889 = -623797.903079
  nChanged 93
		SP:Iteration 14Q (218567.910000 sec): 3 clusters
  Score: Raw -626627.106488 + Penalty 2785.734889 = -623841.371599
  nChanged 79
		SP:Iteration 15Q (218568.000000 sec): 3 clusters
  Score: Raw -626668.671679 + Penalty 2785.734889 = -623882.936791
  nChanged 75
		SP:Iteration 16Q (218568.100000 sec): 3 clusters
  Score: Raw -626702.790466 + Penalty 2785.734889 = -623917.055577
  nChanged 62
		SP:Iteration 17Q (218568.180000 sec): 3 clusters
  Score: Raw -626731.088396 + Penalty 2785.734889 = -623945.353507
  nChanged 47
		SP:Iteration 18Q (218568.280000 sec): 3 clusters
  Score: Raw -626749.751800 + Penalty 2785.734889 = -623964.016911
  nChanged 34
		SP:Iteration 19Q (218568.370000 sec): 3 clusters
  Score: Raw -626761.251626 + Penalty 2785.734889 = -623975.516737
  nChanged 25
		SP:Iteration 20F (218568.460000 sec): 3 clusters
  Score: Raw -626772.508086 + Penalty 2785.734889 = -623986.773197
  nChanged 27
		SP:Iteration 21Q (218568.550000 sec): 3 clusters
  Score: Raw -626783.161569 + Penalty 2785.734889 = -623997.426681
  nChanged 27
		SP:Iteration 22Q (218568.640000 sec): 3 clusters
  Score: Raw -626798.602805 + Penalty 2785.734889 = -624012.867916
  nChanged 30
		SP:Iteration 23Q (218568.730000 sec): 3 clusters
  Score: Raw -626813.185008 + Penalty 2785.734889 = -624027.450119
  nChanged 20
		SP:Iteration 24Q (218568.820000 sec): 3 clusters
  Score: Raw -626821.158253 + Penalty 2785.734889 = -624035.423364
  nChanged 19
		SP:Iteration 25Q (218568.910000 sec): 3 clusters
  Score: Raw -626829.950103 + Penalty 2785.734889 = -624044.215215
  nChanged 24
		SP:Iteration 26Q (218569.000000 sec): 3 clusters
  Score: Raw -626841.714517 + Penalty 2785.734889 = -624055.979628
  nChanged 25
		SP:Iteration 27Q (218569.090000 sec): 3 clusters
  Score: Raw -626855.362309 + Penalty 2785.734889 = -624069.627420
  nChanged 22
		SP:Iteration 28Q (218569.180000 sec): 3 clusters
  Score: Raw -626865.950346 + Penalty 2785.734889 = -624080.215457
  nChanged 20
		SP:Iteration 29Q (218569.260000 sec): 3 clusters
  Score: Raw -626875.560148 + Penalty 2785.734889 = -624089.825260
  nChanged 20
		SP:Iteration 30Q (218569.350000 sec): 3 clusters
  Score: Raw -626884.725296 + Penalty 2785.734889 = -624098.990408
  nChanged 15
		SP:Iteration 31Q (218569.440000 sec): 3 clusters
  Score: Raw -626893.906516 + Penalty 2785.734889 = -624108.171627
  nChanged 19
		SP:Iteration 32Q (218569.530000 sec): 3 clusters
  Score: Raw -626904.825376 + Penalty 2785.734889 = -624119.090487
  nChanged 20
		SP:Iteration 33Q (218569.620000 sec): 3 clusters
  Score: Raw -626915.867807 + Penalty 2785.734889 = -624130.132918
  nChanged 23
		SP:Iteration 34Q (218569.710000 sec): 3 clusters
  Score: Raw -626931.840880 + Penalty 2785.734889 = -624146.105992
  nChanged 18
		SP:Iteration 35Q (218569.800000 sec): 3 clusters
  Score: Raw -626944.740386 + Penalty 2785.734889 = -624159.005497
  nChanged 15
		SP:Iteration 36Q (218569.890000 sec): 3 clusters
  Score: Raw -626951.887577 + Penalty 2785.734889 = -624166.152688
  nChanged 14
		SP:Iteration 37Q (218569.980000 sec): 3 clusters
  Score: Raw -626957.013304 + Penalty 2785.734889 = -624171.278415
  nChanged 10
		SP:Iteration 38Q (218570.060000 sec): 3 clusters
  Score: Raw -626961.617794 + Penalty 2785.734889 = -624175.882906
  nChanged 12
		SP:Iteration 39Q (218570.150000 sec): 3 clusters
  Score: Raw -626967.365947 + Penalty 2785.734889 = -624181.631059
  nChanged 9
		SP:Iteration 40F (218570.240000 sec): 3 clusters
  Score: Raw -626970.900139 + Penalty 2785.734889 = -624185.165250
  nChanged 8
		SP:Iteration 41Q (218570.330000 sec): 3 clusters
  Score: Raw -626978.055051 + Penalty 2785.734889 = -624192.320163
  nChanged 15
		SP:Iteration 42Q (218570.420000 sec): 3 clusters
  Score: Raw -626987.555469 + Penalty 2785.734889 = -624201.820580
  nChanged 9
		SP:Iteration 43Q (218570.510000 sec): 3 clusters
  Score: Raw -626993.762919 + Penalty 2785.734889 = -624208.028030
  nChanged 10
		SP:Iteration 44Q (218570.600000 sec): 3 clusters
  Score: Raw -626998.686952 + Penalty 2785.734889 = -624212.952064
  nChanged 11
		SP:Iteration 45Q (218570.680000 sec): 3 clusters
  Score: Raw -627004.575654 + Penalty 2785.734889 = -624218.840766
  nChanged 8
		SP:Iteration 46Q (218570.770000 sec): 3 clusters
  Score: Raw -627008.452304 + Penalty 2785.734889 = -624222.717415
  nChanged 8
		SP:Iteration 47Q (218570.860000 sec): 3 clusters
  Score: Raw -627014.278437 + Penalty 2785.734889 = -624228.543548
  nChanged 8
		SP:Iteration 48Q (218570.950000 sec): 3 clusters
  Score: Raw -627018.774507 + Penalty 2785.734889 = -624233.039618
  nChanged 5
		SP:Iteration 49Q (218571.040000 sec): 3 clusters
  Score: Raw -627022.177915 + Penalty 2785.734889 = -624236.443026
  nChanged 9
		SP:Iteration 50Q (218571.120000 sec): 3 clusters
  Score: Raw -627026.172211 + Penalty 2785.734889 = -624240.437323
  nChanged 4
		SP:Iteration 51Q (218571.210000 sec): 3 clusters
  Score: Raw -627028.313743 + Penalty 2785.734889 = -624242.578855
  nChanged 6
		SP:Iteration 52Q (218571.300000 sec): 3 clusters
  Score: Raw -627031.919508 + Penalty 2785.734889 = -624246.184620
  nChanged 4
		SP:Iteration 53Q (218571.390000 sec): 3 clusters
  Score: Raw -627034.470967 + Penalty 2785.734889 = -624248.736078
  nChanged 1
		SP:Iteration 54Q (218571.480000 sec): 3 clusters
  Score: Raw -627035.531356 + Penalty 2785.734889 = -624249.796467
  nChanged 1
		SP:Iteration 55Q (218571.560000 sec): 3 clusters
  Score: Raw -627035.799630 + Penalty 2785.734889 = -624250.064742
  nChanged 1
		SP:Iteration 56Q (218571.650000 sec): 3 clusters
  Score: Raw -627037.374597 + Penalty 2785.734889 = -624251.639708
  nChanged 3
		SP:Iteration 57Q (218571.740000 sec): 3 clusters
  Score: Raw -627039.645124 + Penalty 2785.734889 = -624253.910235
  nChanged 5
		SP:Iteration 58Q (218571.830000 sec): 3 clusters
  Score: Raw -627043.345709 + Penalty 2785.734889 = -624257.610820
  nChanged 8
		SP:Iteration 59Q (218571.910000 sec): 3 clusters
  Score: Raw -627049.632747 + Penalty 2785.734889 = -624263.897858
  nChanged 8
		SP:Iteration 60F (218572.010000 sec): 3 clusters
  Score: Raw -627055.504338 + Penalty 2785.734889 = -624269.769449
  nChanged 12
		SP:Iteration 61Q (218572.090000 sec): 3 clusters
  Score: Raw -627063.459853 + Penalty 2785.734889 = -624277.724964
  nChanged 9
		SP:Iteration 62Q (218572.180000 sec): 3 clusters
  Score: Raw -627067.401433 + Penalty 2785.734889 = -624281.666545
  nChanged 1
		SP:Iteration 63Q (218572.270000 sec): 3 clusters
  Score: Raw -627067.659590 + Penalty 2785.734889 = -624281.924701
  nChanged 2
		SP:Iteration 64Q (218572.360000 sec): 3 clusters
  Score: Raw -627068.260502 + Penalty 2785.734889 = -624282.525613
  nChanged 0
		SP:Iteration 65F (218572.450000 sec): 3 clusters
  Score: Raw -627068.260502 + Penalty 2785.734889 = -624282.525613
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 95 (882 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (218572.510000 sec): 2 clusters
  Score: Raw -102326.167216 + Penalty 1102.106209 = -101224.061007
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (218572.520000 sec): 3 clusters
  Score: Raw -102074.460185 + Penalty 2204.212418 = -99870.247767
  nChanged 278
		SP:Iteration 1F (218572.540000 sec): 3 clusters
  Score: Raw -102342.260120 + Penalty 2204.212418 = -100138.047702
  nChanged 70
		SP:Iteration 2F (218572.560000 sec): 3 clusters
  Score: Raw -102429.863505 + Penalty 2204.212418 = -100225.651087
  nChanged 44
		SP:Iteration 3Q (218572.570000 sec): 3 clusters
  Score: Raw -102501.324566 + Penalty 2204.212418 = -100297.112148
  nChanged 28
		SP:Iteration 4Q (218572.590000 sec): 3 clusters
  Score: Raw -102547.986401 + Penalty 2204.212418 = -100343.773983
  nChanged 23
		SP:Iteration 5Q (218572.610000 sec): 3 clusters
  Score: Raw -102583.782416 + Penalty 2204.212418 = -100379.569997
  nChanged 18
		SP:Iteration 6Q (218572.630000 sec): 3 clusters
  Score: Raw -102619.079915 + Penalty 2204.212418 = -100414.867497
  nChanged 19
		SP:Iteration 7Q (218572.640000 sec): 3 clusters
  Score: Raw -102675.291787 + Penalty 2204.212418 = -100471.079368
  nChanged 29
		SP:Iteration 8Q (218572.660000 sec): 3 clusters
  Score: Raw -102717.234043 + Penalty 2204.212418 = -100513.021625
  nChanged 21
		SP:Iteration 9Q (218572.680000 sec): 3 clusters
  Score: Raw -102756.144450 + Penalty 2204.212418 = -100551.932031
  nChanged 19
		SP:Iteration 10Q (218572.690000 sec): 3 clusters
  Score: Raw -102788.236712 + Penalty 2204.212418 = -100584.024294
  nChanged 22
		SP:Iteration 11Q (218572.710000 sec): 3 clusters
  Score: Raw -102823.980613 + Penalty 2204.212418 = -100619.768194
  nChanged 18
		SP:Iteration 12Q (218572.730000 sec): 3 clusters
  Score: Raw -102843.348476 + Penalty 2204.212418 = -100639.136058
  nChanged 13
		SP:Iteration 13Q (218572.750000 sec): 3 clusters
  Score: Raw -102859.969886 + Penalty 2204.212418 = -100655.757468
  nChanged 11
		SP:Iteration 14Q (218572.760000 sec): 3 clusters
  Score: Raw -102867.376731 + Penalty 2204.212418 = -100663.164313
  nChanged 10
		SP:Iteration 15Q (218572.780000 sec): 3 clusters
  Score: Raw -102882.303173 + Penalty 2204.212418 = -100678.090755
  nChanged 12
		SP:Iteration 16Q (218572.790000 sec): 3 clusters
  Score: Raw -102906.029165 + Penalty 2204.212418 = -100701.816746
  nChanged 10
		SP:Iteration 17Q (218572.810000 sec): 3 clusters
  Score: Raw -102921.378743 + Penalty 2204.212418 = -100717.166325
  nChanged 6
		SP:Iteration 18Q (218572.830000 sec): 3 clusters
  Score: Raw -102928.361967 + Penalty 2204.212418 = -100724.149548
  nChanged 5
		SP:Iteration 19Q (218572.850000 sec): 3 clusters
  Score: Raw -102934.969804 + Penalty 2204.212418 = -100730.757386
  nChanged 2
		SP:Iteration 20F (218572.860000 sec): 3 clusters
  Score: Raw -102936.625402 + Penalty 2204.212418 = -100732.412984
  nChanged 1
		SP:Iteration 21Q (218572.880000 sec): 3 clusters
  Score: Raw -102937.310960 + Penalty 2204.212418 = -100733.098541
  nChanged 1
		SP:Iteration 22Q (218572.900000 sec): 3 clusters
  Score: Raw -102938.819882 + Penalty 2204.212418 = -100734.607464
  nChanged 1
		SP:Iteration 23Q (218572.910000 sec): 3 clusters
  Score: Raw -102941.285463 + Penalty 2204.212418 = -100737.073044
  nChanged 3
		SP:Iteration 24Q (218572.930000 sec): 3 clusters
  Score: Raw -102946.908590 + Penalty 2204.212418 = -100742.696172
  nChanged 1
		SP:Iteration 25Q (218572.950000 sec): 3 clusters
  Score: Raw -102947.556512 + Penalty 2204.212418 = -100743.344094
  nChanged 1
		SP:Iteration 26Q (218572.960000 sec): 3 clusters
  Score: Raw -102948.137576 + Penalty 2204.212418 = -100743.925158
  nChanged 1
		SP:Iteration 27Q (218572.980000 sec): 3 clusters
  Score: Raw -102948.620660 + Penalty 2204.212418 = -100744.408242
  nChanged 2
		SP:Iteration 28Q (218573.000000 sec): 3 clusters
  Score: Raw -102952.690816 + Penalty 2204.212418 = -100748.478398
  nChanged 2
		SP:Iteration 29Q (218573.010000 sec): 3 clusters
  Score: Raw -102955.905131 + Penalty 2204.212418 = -100751.692713
  nChanged 2
		SP:Iteration 30Q (218573.030000 sec): 3 clusters
  Score: Raw -102957.779197 + Penalty 2204.212418 = -100753.566779
  nChanged 3
		SP:Iteration 31Q (218573.050000 sec): 3 clusters
  Score: Raw -102960.287209 + Penalty 2204.212418 = -100756.074791
  nChanged 1
		SP:Iteration 32Q (218573.060000 sec): 3 clusters
  Score: Raw -102962.533943 + Penalty 2204.212418 = -100758.321525
  nChanged 1
		SP:Iteration 33Q (218573.080000 sec): 3 clusters
  Score: Raw -102964.818391 + Penalty 2204.212418 = -100760.605973
  nChanged 2
		SP:Iteration 34Q (218573.100000 sec): 3 clusters
  Score: Raw -102970.553275 + Penalty 2204.212418 = -100766.340857
  nChanged 2
		SP:Iteration 35Q (218573.110000 sec): 3 clusters
  Score: Raw -102972.161809 + Penalty 2204.212418 = -100767.949391
  nChanged 2
		SP:Iteration 36Q (218573.130000 sec): 3 clusters
  Score: Raw -102978.037178 + Penalty 2204.212418 = -100773.824760
  nChanged 5
		SP:Iteration 37Q (218573.150000 sec): 3 clusters
  Score: Raw -102988.766435 + Penalty 2204.212418 = -100784.554017
  nChanged 3
		SP:Iteration 38Q (218573.170000 sec): 3 clusters
  Score: Raw -102992.489050 + Penalty 2204.212418 = -100788.276632
  nChanged 1
		SP:Iteration 39Q (218573.180000 sec): 3 clusters
  Score: Raw -102993.793392 + Penalty 2204.212418 = -100789.580974
  nChanged 0
		SP:Iteration 40F (218573.200000 sec): 3 clusters
  Score: Raw -102993.793392 + Penalty 2204.212418 = -100789.580974
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 96 (13825 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (218573.370000 sec): 2 clusters
  Score: Raw -1662537.191103 + Penalty 1549.312997 = -1660987.878106
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (218573.610000 sec): 3 clusters
  Score: Raw -1654442.184602 + Penalty 3098.625994 = -1651343.558608
  nChanged 6191
		SP:Iteration 1F (218573.780000 sec): 3 clusters
  Score: Raw -1658035.024268 + Penalty 3098.625994 = -1654936.398275
  nChanged 941
		SP:Iteration 2F (218574.000000 sec): 3 clusters
  Score: Raw -1658591.798594 + Penalty 3098.625994 = -1655493.172601
  nChanged 969
		SP:Iteration 3F (218574.210000 sec): 3 clusters
  Score: Raw -1659203.535668 + Penalty 3098.625994 = -1656104.909675
  nChanged 936
		SP:Iteration 4F (218574.430000 sec): 3 clusters
  Score: Raw -1659776.442039 + Penalty 3098.625994 = -1656677.816046
  nChanged 816
		SP:Iteration 5F (218574.660000 sec): 3 clusters
  Score: Raw -1660245.048410 + Penalty 3098.625994 = -1657146.422416
  nChanged 658
		SP:Iteration 6Q (218574.840000 sec): 3 clusters
  Score: Raw -1660572.611291 + Penalty 3098.625994 = -1657473.985298
  nChanged 513
		SP:Iteration 7Q (218575.060000 sec): 3 clusters
  Score: Raw -1660809.568478 + Penalty 3098.625994 = -1657710.942485
  nChanged 406
		SP:Iteration 8Q (218575.230000 sec): 3 clusters
  Score: Raw -1660991.061380 + Penalty 3098.625994 = -1657892.435386
  nChanged 328
		SP:Iteration 9Q (218575.430000 sec): 3 clusters
  Score: Raw -1661144.426325 + Penalty 3098.625994 = -1658045.800331
  nChanged 293
		SP:Iteration 10Q (218575.610000 sec): 3 clusters
  Score: Raw -1661276.722017 + Penalty 3098.625994 = -1658178.096024
  nChanged 255
		SP:Iteration 11Q (218575.820000 sec): 3 clusters
  Score: Raw -1661397.987515 + Penalty 3098.625994 = -1658299.361521
  nChanged 248
		SP:Iteration 12Q (218575.990000 sec): 3 clusters
  Score: Raw -1661521.283413 + Penalty 3098.625994 = -1658422.657420
  nChanged 234
		SP:Iteration 13Q (218576.190000 sec): 3 clusters
  Score: Raw -1661634.118547 + Penalty 3098.625994 = -1658535.492553
  nChanged 208
		SP:Iteration 14Q (218576.380000 sec): 3 clusters
  Score: Raw -1661762.841222 + Penalty 3098.625994 = -1658664.215228
  nChanged 217
		SP:Iteration 15Q (218576.560000 sec): 3 clusters
  Score: Raw -1661898.221556 + Penalty 3098.625994 = -1658799.595563
  nChanged 216
		SP:Iteration 16Q (218576.760000 sec): 3 clusters
  Score: Raw -1662043.757751 + Penalty 3098.625994 = -1658945.131757
  nChanged 215
		SP:Iteration 17Q (218576.930000 sec): 3 clusters
  Score: Raw -1662173.701325 + Penalty 3098.625994 = -1659075.075331
  nChanged 178
		SP:Iteration 18Q (218577.110000 sec): 3 clusters
  Score: Raw -1662267.891127 + Penalty 3098.625994 = -1659169.265133
  nChanged 138
		SP:Iteration 19Q (218577.290000 sec): 3 clusters
  Score: Raw -1662334.423065 + Penalty 3098.625994 = -1659235.797072
  nChanged 131
		SP:Iteration 20F (218577.500000 sec): 3 clusters
  Score: Raw -1662396.082269 + Penalty 3098.625994 = -1659297.456275
  nChanged 93
		SP:Iteration 21Q (218577.670000 sec): 3 clusters
  Score: Raw -1662433.375174 + Penalty 3098.625994 = -1659334.749180
  nChanged 83
		SP:Iteration 22Q (218577.850000 sec): 3 clusters
  Score: Raw -1662459.711271 + Penalty 3098.625994 = -1659361.085277
  nChanged 62
		SP:Iteration 23Q (218578.030000 sec): 3 clusters
  Score: Raw -1662477.389065 + Penalty 3098.625994 = -1659378.763072
  nChanged 46
		SP:Iteration 24Q (218578.230000 sec): 3 clusters
  Score: Raw -1662492.831618 + Penalty 3098.625994 = -1659394.205624
  nChanged 51
		SP:Iteration 25Q (218578.440000 sec): 3 clusters
  Score: Raw -1662509.744234 + Penalty 3098.625994 = -1659411.118240
  nChanged 44
		SP:Iteration 26Q (218578.640000 sec): 3 clusters
  Score: Raw -1662524.524764 + Penalty 3098.625994 = -1659425.898771
  nChanged 49
		SP:Iteration 27Q (218578.840000 sec): 3 clusters
  Score: Raw -1662540.865457 + Penalty 3098.625994 = -1659442.239464
  nChanged 43
		SP:Iteration 28Q (218579.030000 sec): 3 clusters
  Score: Raw -1662554.271292 + Penalty 3098.625994 = -1659455.645299
  nChanged 37
		SP:Iteration 29Q (218579.200000 sec): 3 clusters
  Score: Raw -1662564.874324 + Penalty 3098.625994 = -1659466.248330
  nChanged 33
		SP:Iteration 30Q (218579.400000 sec): 3 clusters
  Score: Raw -1662572.712208 + Penalty 3098.625994 = -1659474.086214
  nChanged 22
		SP:Iteration 31Q (218579.560000 sec): 3 clusters
  Score: Raw -1662578.218050 + Penalty 3098.625994 = -1659479.592057
  nChanged 26
		SP:Iteration 32Q (218579.730000 sec): 3 clusters
  Score: Raw -1662583.429490 + Penalty 3098.625994 = -1659484.803497
  nChanged 9
		SP:Iteration 33Q (218579.900000 sec): 3 clusters
  Score: Raw -1662585.458325 + Penalty 3098.625994 = -1659486.832332
  nChanged 9
		SP:Iteration 34Q (218580.140000 sec): 3 clusters
  Score: Raw -1662587.629703 + Penalty 3098.625994 = -1659489.003709
  nChanged 10
		SP:Iteration 35Q (218580.300000 sec): 3 clusters
  Score: Raw -1662589.649680 + Penalty 3098.625994 = -1659491.023687
  nChanged 11
		SP:Iteration 36Q (218580.470000 sec): 3 clusters
  Score: Raw -1662592.265899 + Penalty 3098.625994 = -1659493.639906
  nChanged 15
		SP:Iteration 37Q (218580.660000 sec): 3 clusters
  Score: Raw -1662595.367741 + Penalty 3098.625994 = -1659496.741747
  nChanged 13
		SP:Iteration 38Q (218580.820000 sec): 3 clusters
  Score: Raw -1662598.107360 + Penalty 3098.625994 = -1659499.481367
  nChanged 15
		SP:Iteration 39Q (218580.990000 sec): 3 clusters
  Score: Raw -1662602.204732 + Penalty 3098.625994 = -1659503.578739
  nChanged 12
		SP:Iteration 40F (218581.180000 sec): 3 clusters
  Score: Raw -1662604.108601 + Penalty 3098.625994 = -1659505.482608
  nChanged 14
		SP:Iteration 41Q (218581.370000 sec): 3 clusters
  Score: Raw -1662606.634897 + Penalty 3098.625994 = -1659508.008904
  nChanged 11
		SP:Iteration 42Q (218581.560000 sec): 3 clusters
  Score: Raw -1662609.580857 + Penalty 3098.625994 = -1659510.954863
  nChanged 8
		SP:Iteration 43Q (218581.730000 sec): 3 clusters
  Score: Raw -1662611.297813 + Penalty 3098.625994 = -1659512.671819
  nChanged 6
		SP:Iteration 44Q (218581.930000 sec): 3 clusters
  Score: Raw -1662612.644460 + Penalty 3098.625994 = -1659514.018467
  nChanged 5
		SP:Iteration 45Q (218582.090000 sec): 3 clusters
  Score: Raw -1662613.537080 + Penalty 3098.625994 = -1659514.911086
  nChanged 7
		SP:Iteration 46Q (218582.260000 sec): 3 clusters
  Score: Raw -1662615.171921 + Penalty 3098.625994 = -1659516.545927
  nChanged 9
		SP:Iteration 47Q (218582.430000 sec): 3 clusters
  Score: Raw -1662616.358562 + Penalty 3098.625994 = -1659517.732569
  nChanged 4
		SP:Iteration 48Q (218582.630000 sec): 3 clusters
  Score: Raw -1662618.216839 + Penalty 3098.625994 = -1659519.590845
  nChanged 11
		SP:Iteration 49Q (218582.800000 sec): 3 clusters
  Score: Raw -1662624.786839 + Penalty 3098.625994 = -1659526.160845
  nChanged 18
		SP:Iteration 50Q (218582.970000 sec): 3 clusters
  Score: Raw -1662635.659733 + Penalty 3098.625994 = -1659537.033739
  nChanged 19
		SP:Iteration 51Q (218583.170000 sec): 3 clusters
  Score: Raw -1662644.458375 + Penalty 3098.625994 = -1659545.832381
  nChanged 26
		SP:Iteration 52Q (218583.360000 sec): 3 clusters
  Score: Raw -1662660.246937 + Penalty 3098.625994 = -1659561.620944
  nChanged 41
		SP:Iteration 53Q (218583.540000 sec): 3 clusters
  Score: Raw -1662680.382932 + Penalty 3098.625994 = -1659581.756939
  nChanged 28
		SP:Iteration 54Q (218583.730000 sec): 3 clusters
  Score: Raw -1662692.292936 + Penalty 3098.625994 = -1659593.666942
  nChanged 21
		SP:Iteration 55Q (218583.890000 sec): 3 clusters
  Score: Raw -1662701.375707 + Penalty 3098.625994 = -1659602.749714
  nChanged 30
		SP:Iteration 56Q (218584.060000 sec): 3 clusters
  Score: Raw -1662714.490552 + Penalty 3098.625994 = -1659615.864559
  nChanged 34
		SP:Iteration 57Q (218584.230000 sec): 3 clusters
  Score: Raw -1662724.373904 + Penalty 3098.625994 = -1659625.747910
  nChanged 26
		SP:Iteration 58Q (218584.430000 sec): 3 clusters
  Score: Raw -1662733.070195 + Penalty 3098.625994 = -1659634.444202
  nChanged 22
		SP:Iteration 59Q (218584.600000 sec): 3 clusters
  Score: Raw -1662738.594484 + Penalty 3098.625994 = -1659639.968490
  nChanged 19
		SP:Iteration 60F (218584.790000 sec): 3 clusters
  Score: Raw -1662748.592630 + Penalty 3098.625994 = -1659649.966637
  nChanged 25
		SP:Iteration 61Q (218584.990000 sec): 3 clusters
  Score: Raw -1662757.682495 + Penalty 3098.625994 = -1659659.056501
  nChanged 15
		SP:Iteration 62Q (218585.190000 sec): 3 clusters
  Score: Raw -1662762.485219 + Penalty 3098.625994 = -1659663.859225
  nChanged 13
		SP:Iteration 63Q (218585.360000 sec): 3 clusters
  Score: Raw -1662766.664707 + Penalty 3098.625994 = -1659668.038713
  nChanged 19
		SP:Iteration 64Q (218585.530000 sec): 3 clusters
  Score: Raw -1662772.777197 + Penalty 3098.625994 = -1659674.151204
  nChanged 21
		SP:Iteration 65Q (218585.730000 sec): 3 clusters
  Score: Raw -1662778.336150 + Penalty 3098.625994 = -1659679.710157
  nChanged 17
		SP:Iteration 66Q (218585.930000 sec): 3 clusters
  Score: Raw -1662783.475179 + Penalty 3098.625994 = -1659684.849185
  nChanged 18
		SP:Iteration 67Q (218586.100000 sec): 3 clusters
  Score: Raw -1662788.951548 + Penalty 3098.625994 = -1659690.325555
  nChanged 13
		SP:Iteration 68Q (218586.270000 sec): 3 clusters
  Score: Raw -1662792.754792 + Penalty 3098.625994 = -1659694.128798
  nChanged 8
		SP:Iteration 69Q (218586.470000 sec): 3 clusters
  Score: Raw -1662794.974241 + Penalty 3098.625994 = -1659696.348248
  nChanged 3
		SP:Iteration 70Q (218586.670000 sec): 3 clusters
  Score: Raw -1662795.835946 + Penalty 3098.625994 = -1659697.209953
  nChanged 3
		SP:Iteration 71Q (218586.850000 sec): 3 clusters
  Score: Raw -1662797.238096 + Penalty 3098.625994 = -1659698.612102
  nChanged 4
		SP:Iteration 72Q (218587.020000 sec): 3 clusters
  Score: Raw -1662799.313255 + Penalty 3098.625994 = -1659700.687261
  nChanged 6
		SP:Iteration 73Q (218587.220000 sec): 3 clusters
  Score: Raw -1662802.090820 + Penalty 3098.625994 = -1659703.464826
  nChanged 6
		SP:Iteration 74Q (218587.430000 sec): 3 clusters
  Score: Raw -1662803.631058 + Penalty 3098.625994 = -1659705.005064
  nChanged 6
		SP:Iteration 75Q (218587.590000 sec): 3 clusters
  Score: Raw -1662804.840674 + Penalty 3098.625994 = -1659706.214680
  nChanged 9
		SP:Iteration 76Q (218587.770000 sec): 3 clusters
  Score: Raw -1662807.485272 + Penalty 3098.625994 = -1659708.859279
  nChanged 7
		SP:Iteration 77Q (218587.960000 sec): 3 clusters
  Score: Raw -1662810.436277 + Penalty 3098.625994 = -1659711.810283
  nChanged 14
		SP:Iteration 78Q (218588.120000 sec): 3 clusters
  Score: Raw -1662814.945310 + Penalty 3098.625994 = -1659716.319317
  nChanged 17
		SP:Iteration 79Q (218588.290000 sec): 3 clusters
  Score: Raw -1662820.207155 + Penalty 3098.625994 = -1659721.581161
  nChanged 12
		SP:Iteration 80F (218588.480000 sec): 3 clusters
  Score: Raw -1662823.727986 + Penalty 3098.625994 = -1659725.101993
  nChanged 13
		SP:Iteration 81Q (218588.760000 sec): 3 clusters
  Score: Raw -1662828.165125 + Penalty 3098.625994 = -1659729.539131
  nChanged 11
		SP:Iteration 82Q (218588.910000 sec): 3 clusters
  Score: Raw -1662831.633971 + Penalty 3098.625994 = -1659733.007977
  nChanged 16
		SP:Iteration 83Q (218589.080000 sec): 3 clusters
  Score: Raw -1662837.189329 + Penalty 3098.625994 = -1659738.563336
  nChanged 15
		SP:Iteration 84Q (218589.280000 sec): 3 clusters
  Score: Raw -1662842.465168 + Penalty 3098.625994 = -1659743.839175
  nChanged 10
		SP:Iteration 85Q (218589.480000 sec): 3 clusters
  Score: Raw -1662845.228041 + Penalty 3098.625994 = -1659746.602048
  nChanged 4
		SP:Iteration 86Q (218589.660000 sec): 3 clusters
  Score: Raw -1662846.708828 + Penalty 3098.625994 = -1659748.082835
  nChanged 4
		SP:Iteration 87Q (218589.830000 sec): 3 clusters
  Score: Raw -1662848.635319 + Penalty 3098.625994 = -1659750.009325
  nChanged 8
		SP:Iteration 88Q (218590.020000 sec): 3 clusters
  Score: Raw -1662853.221195 + Penalty 3098.625994 = -1659754.595202
  nChanged 9
		SP:Iteration 89Q (218590.200000 sec): 3 clusters
  Score: Raw -1662857.891320 + Penalty 3098.625994 = -1659759.265326
  nChanged 11
		SP:Iteration 90Q (218590.370000 sec): 3 clusters
  Score: Raw -1662863.314408 + Penalty 3098.625994 = -1659764.688415
  nChanged 8
		SP:Iteration 91Q (218590.570000 sec): 3 clusters
  Score: Raw -1662866.909088 + Penalty 3098.625994 = -1659768.283095
  nChanged 5
		SP:Iteration 92Q (218590.770000 sec): 3 clusters
  Score: Raw -1662870.348454 + Penalty 3098.625994 = -1659771.722461
  nChanged 7
		SP:Iteration 93Q (218590.970000 sec): 3 clusters
  Score: Raw -1662874.067552 + Penalty 3098.625994 = -1659775.441558
  nChanged 7
		SP:Iteration 94Q (218591.140000 sec): 3 clusters
  Score: Raw -1662877.233846 + Penalty 3098.625994 = -1659778.607852
  nChanged 5
		SP:Iteration 95Q (218591.310000 sec): 3 clusters
  Score: Raw -1662879.674246 + Penalty 3098.625994 = -1659781.048252
  nChanged 3
		SP:Iteration 96Q (218591.510000 sec): 3 clusters
  Score: Raw -1662880.753865 + Penalty 3098.625994 = -1659782.127871
  nChanged 3
		SP:Iteration 97Q (218591.700000 sec): 3 clusters
  Score: Raw -1662881.867256 + Penalty 3098.625994 = -1659783.241262
  nChanged 4
		SP:Iteration 98Q (218591.870000 sec): 3 clusters
  Score: Raw -1662883.200128 + Penalty 3098.625994 = -1659784.574134
  nChanged 6
		SP:Iteration 99Q (218592.060000 sec): 3 clusters
  Score: Raw -1662885.634346 + Penalty 3098.625994 = -1659787.008353
  nChanged 2
		SP:Iteration 100F (218592.240000 sec): 3 clusters
  Score: Raw -1662886.066033 + Penalty 3098.625994 = -1659787.440039
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 97 (4300 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (218592.310000 sec): 2 clusters
  Score: Raw -480745.228622 + Penalty 1359.535174 = -479385.693448
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (218592.420000 sec): 3 clusters
  Score: Raw -478569.980192 + Penalty 2719.070348 = -475850.909844
  nChanged 1736
		SP:Iteration 1F (218592.500000 sec): 3 clusters
  Score: Raw -479523.388974 + Penalty 2719.070348 = -476804.318626
  nChanged 326
		SP:Iteration 2F (218592.580000 sec): 3 clusters
  Score: Raw -479742.533182 + Penalty 2719.070348 = -477023.462834
  nChanged 262
		SP:Iteration 3F (218592.660000 sec): 3 clusters
  Score: Raw -479934.664094 + Penalty 2719.070348 = -477215.593746
  nChanged 230
		SP:Iteration 4F (218592.740000 sec): 3 clusters
  Score: Raw -480097.528786 + Penalty 2719.070348 = -477378.458438
  nChanged 207
		SP:Iteration 5Q (218592.820000 sec): 3 clusters
  Score: Raw -480270.983820 + Penalty 2719.070348 = -477551.913472
  nChanged 221
		SP:Iteration 6F (218592.890000 sec): 3 clusters
  Score: Raw -480470.886952 + Penalty 2719.070348 = -477751.816604
  nChanged 227
		SP:Iteration 7F (218592.970000 sec): 3 clusters
  Score: Raw -480654.083070 + Penalty 2719.070348 = -477935.012722
  nChanged 198
		SP:Iteration 8Q (218593.050000 sec): 3 clusters
  Score: Raw -480798.892842 + Penalty 2719.070348 = -478079.822494
  nChanged 158
		SP:Iteration 9Q (218593.130000 sec): 3 clusters
  Score: Raw -480911.431189 + Penalty 2719.070348 = -478192.360841
  nChanged 149
		SP:Iteration 10Q (218593.210000 sec): 3 clusters
  Score: Raw -481013.819903 + Penalty 2719.070348 = -478294.749555
  nChanged 125
		SP:Iteration 11Q (218593.280000 sec): 3 clusters
  Score: Raw -481091.365098 + Penalty 2719.070348 = -478372.294750
  nChanged 111
		SP:Iteration 12Q (218593.360000 sec): 3 clusters
  Score: Raw -481160.135435 + Penalty 2719.070348 = -478441.065087
  nChanged 87
		SP:Iteration 13Q (218593.440000 sec): 3 clusters
  Score: Raw -481217.599214 + Penalty 2719.070348 = -478498.528866
  nChanged 89
		SP:Iteration 14Q (218593.510000 sec): 3 clusters
  Score: Raw -481273.060543 + Penalty 2719.070348 = -478553.990194
  nChanged 73
		SP:Iteration 15Q (218593.590000 sec): 3 clusters
  Score: Raw -481325.386120 + Penalty 2719.070348 = -478606.315772
  nChanged 83
		SP:Iteration 16Q (218593.670000 sec): 3 clusters
  Score: Raw -481390.249706 + Penalty 2719.070348 = -478671.179358
  nChanged 83
		SP:Iteration 17Q (218593.740000 sec): 3 clusters
  Score: Raw -481463.941008 + Penalty 2719.070348 = -478744.870660
  nChanged 85
		SP:Iteration 18Q (218593.820000 sec): 3 clusters
  Score: Raw -481534.311516 + Penalty 2719.070348 = -478815.241168
  nChanged 80
		SP:Iteration 19Q (218593.900000 sec): 3 clusters
  Score: Raw -481608.078905 + Penalty 2719.070348 = -478889.008557
  nChanged 77
		SP:Iteration 20F (218593.970000 sec): 3 clusters
  Score: Raw -481677.651308 + Penalty 2719.070348 = -478958.580960
  nChanged 61
		SP:Iteration 21Q (218594.050000 sec): 3 clusters
  Score: Raw -481722.834198 + Penalty 2719.070348 = -479003.763850
  nChanged 46
		SP:Iteration 22Q (218594.130000 sec): 3 clusters
  Score: Raw -481748.312503 + Penalty 2719.070348 = -479029.242155
  nChanged 34
		SP:Iteration 23Q (218594.200000 sec): 3 clusters
  Score: Raw -481766.538614 + Penalty 2719.070348 = -479047.468266
  nChanged 24
		SP:Iteration 24Q (218594.280000 sec): 3 clusters
  Score: Raw -481776.755457 + Penalty 2719.070348 = -479057.685109
  nChanged 15
		SP:Iteration 25Q (218594.350000 sec): 3 clusters
  Score: Raw -481784.086570 + Penalty 2719.070348 = -479065.016222
  nChanged 11
		SP:Iteration 26Q (218594.430000 sec): 3 clusters
  Score: Raw -481790.547742 + Penalty 2719.070348 = -479071.477394
  nChanged 13
		SP:Iteration 27Q (218594.500000 sec): 3 clusters
  Score: Raw -481795.760823 + Penalty 2719.070348 = -479076.690475
  nChanged 12
		SP:Iteration 28Q (218594.580000 sec): 3 clusters
  Score: Raw -481799.549986 + Penalty 2719.070348 = -479080.479638
  nChanged 12
		SP:Iteration 29Q (218594.650000 sec): 3 clusters
  Score: Raw -481802.628994 + Penalty 2719.070348 = -479083.558646
  nChanged 6
		SP:Iteration 30Q (218594.730000 sec): 3 clusters
  Score: Raw -481804.570802 + Penalty 2719.070348 = -479085.500454
  nChanged 6
		SP:Iteration 31Q (218594.800000 sec): 3 clusters
  Score: Raw -481806.040460 + Penalty 2719.070348 = -479086.970112
  nChanged 3
		SP:Iteration 32Q (218594.880000 sec): 3 clusters
  Score: Raw -481807.250210 + Penalty 2719.070348 = -479088.179862
  nChanged 4
		SP:Iteration 33Q (218594.950000 sec): 3 clusters
  Score: Raw -481808.199008 + Penalty 2719.070348 = -479089.128660
  nChanged 2
		SP:Iteration 34Q (218595.030000 sec): 3 clusters
  Score: Raw -481808.863460 + Penalty 2719.070348 = -479089.793112
  nChanged 2
		SP:Iteration 35Q (218595.110000 sec): 3 clusters
  Score: Raw -481809.560165 + Penalty 2719.070348 = -479090.489817
  nChanged 4
		SP:Iteration 36Q (218595.180000 sec): 3 clusters
  Score: Raw -481810.291322 + Penalty 2719.070348 = -479091.220974
  nChanged 5
		SP:Iteration 37Q (218595.260000 sec): 3 clusters
  Score: Raw -481810.995117 + Penalty 2719.070348 = -479091.924769
  nChanged 2
		SP:Iteration 38Q (218595.330000 sec): 3 clusters
  Score: Raw -481811.423097 + Penalty 2719.070348 = -479092.352748
  nChanged 1
		SP:Iteration 39Q (218595.410000 sec): 3 clusters
  Score: Raw -481811.756336 + Penalty 2719.070348 = -479092.685988
  nChanged 2
		SP:Iteration 40F (218595.490000 sec): 3 clusters
  Score: Raw -481812.388770 + Penalty 2719.070348 = -479093.318422
  nChanged 2
		SP:Iteration 41Q (218595.560000 sec): 3 clusters
  Score: Raw -481813.072604 + Penalty 2719.070348 = -479094.002256
  nChanged 2
		SP:Iteration 42Q (218595.640000 sec): 3 clusters
  Score: Raw -481813.510340 + Penalty 2719.070348 = -479094.439992
  nChanged 2
		SP:Iteration 43Q (218595.710000 sec): 3 clusters
  Score: Raw -481813.768049 + Penalty 2719.070348 = -479094.697701
  nChanged 1
		SP:Iteration 44Q (218595.790000 sec): 3 clusters
  Score: Raw -481813.988334 + Penalty 2719.070348 = -479094.917986
  nChanged 0
		SP:Iteration 45F (218595.930000 sec): 3 clusters
  Score: Raw -481813.988334 + Penalty 2719.070348 = -479094.917986
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 98 (7254 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (218596.030000 sec): 2 clusters
  Score: Raw -857496.193077 + Penalty 1444.512602 = -856051.680475
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (218596.170000 sec): 3 clusters
  Score: Raw -853534.420064 + Penalty 2889.025204 = -850645.394860
  nChanged 3050
		SP:Iteration 1F (218596.290000 sec): 3 clusters
  Score: Raw -855287.460935 + Penalty 2889.025204 = -852398.435731
  nChanged 520
		SP:Iteration 2F (218596.400000 sec): 3 clusters
  Score: Raw -855586.203562 + Penalty 2889.025204 = -852697.178358
  nChanged 438
		SP:Iteration 3F (218596.500000 sec): 3 clusters
  Score: Raw -855835.724488 + Penalty 2889.025204 = -852946.699284
  nChanged 389
		SP:Iteration 4F (218596.610000 sec): 3 clusters
  Score: Raw -856070.776117 + Penalty 2889.025204 = -853181.750913
  nChanged 361
		SP:Iteration 5Q (218596.720000 sec): 3 clusters
  Score: Raw -856293.727222 + Penalty 2889.025204 = -853404.702018
  nChanged 362
		SP:Iteration 6Q (218596.830000 sec): 3 clusters
  Score: Raw -856541.058557 + Penalty 2889.025204 = -853652.033353
  nChanged 373
		SP:Iteration 7F (218596.940000 sec): 3 clusters
  Score: Raw -856795.482926 + Penalty 2889.025204 = -853906.457722
  nChanged 344
		SP:Iteration 8Q (218597.060000 sec): 3 clusters
  Score: Raw -857067.213411 + Penalty 2889.025204 = -854178.188207
  nChanged 321
		SP:Iteration 9Q (218597.180000 sec): 3 clusters
  Score: Raw -857308.583339 + Penalty 2889.025204 = -854419.558135
  nChanged 267
		SP:Iteration 10Q (218597.300000 sec): 3 clusters
  Score: Raw -857485.555524 + Penalty 2889.025204 = -854596.530320
  nChanged 227
		SP:Iteration 11Q (218597.410000 sec): 3 clusters
  Score: Raw -857637.533087 + Penalty 2889.025204 = -854748.507883
  nChanged 163
		SP:Iteration 12Q (218597.530000 sec): 3 clusters
  Score: Raw -857722.398557 + Penalty 2889.025204 = -854833.373353
  nChanged 128
		SP:Iteration 13Q (218597.650000 sec): 3 clusters
  Score: Raw -857781.734080 + Penalty 2889.025204 = -854892.708876
  nChanged 93
		SP:Iteration 14Q (218597.770000 sec): 3 clusters
  Score: Raw -857823.120414 + Penalty 2889.025204 = -854934.095210
  nChanged 76
		SP:Iteration 15Q (218597.880000 sec): 3 clusters
  Score: Raw -857856.013328 + Penalty 2889.025204 = -854966.988124
  nChanged 82
		SP:Iteration 16Q (218598.000000 sec): 3 clusters
  Score: Raw -857891.201897 + Penalty 2889.025204 = -855002.176693
  nChanged 65
		SP:Iteration 17Q (218598.120000 sec): 3 clusters
  Score: Raw -857919.693143 + Penalty 2889.025204 = -855030.667939
  nChanged 52
		SP:Iteration 18Q (218598.230000 sec): 3 clusters
  Score: Raw -857945.820762 + Penalty 2889.025204 = -855056.795558
  nChanged 61
		SP:Iteration 19Q (218598.350000 sec): 3 clusters
  Score: Raw -857975.697312 + Penalty 2889.025204 = -855086.672108
  nChanged 58
		SP:Iteration 20F (218598.470000 sec): 3 clusters
  Score: Raw -858000.703335 + Penalty 2889.025204 = -855111.678131
  nChanged 49
		SP:Iteration 21Q (218598.580000 sec): 3 clusters
  Score: Raw -858017.889444 + Penalty 2889.025204 = -855128.864240
  nChanged 45
		SP:Iteration 22Q (218598.690000 sec): 3 clusters
  Score: Raw -858039.587291 + Penalty 2889.025204 = -855150.562087
  nChanged 40
		SP:Iteration 23Q (218598.810000 sec): 3 clusters
  Score: Raw -858058.766105 + Penalty 2889.025204 = -855169.740901
  nChanged 40
		SP:Iteration 24Q (218598.930000 sec): 3 clusters
  Score: Raw -858079.169433 + Penalty 2889.025204 = -855190.144229
  nChanged 47
		SP:Iteration 25Q (218599.040000 sec): 3 clusters
  Score: Raw -858099.717823 + Penalty 2889.025204 = -855210.692619
  nChanged 40
		SP:Iteration 26Q (218599.160000 sec): 3 clusters
  Score: Raw -858116.768138 + Penalty 2889.025204 = -855227.742934
  nChanged 36
		SP:Iteration 27Q (218599.270000 sec): 3 clusters
  Score: Raw -858127.436296 + Penalty 2889.025204 = -855238.411092
  nChanged 22
		SP:Iteration 28Q (218599.390000 sec): 3 clusters
  Score: Raw -858133.094899 + Penalty 2889.025204 = -855244.069695
  nChanged 15
		SP:Iteration 29Q (218599.500000 sec): 3 clusters
  Score: Raw -858136.903547 + Penalty 2889.025204 = -855247.878344
  nChanged 11
		SP:Iteration 30Q (218599.620000 sec): 3 clusters
  Score: Raw -858139.255569 + Penalty 2889.025204 = -855250.230365
  nChanged 8
		SP:Iteration 31Q (218599.730000 sec): 3 clusters
  Score: Raw -858141.300098 + Penalty 2889.025204 = -855252.274894
  nChanged 8
		SP:Iteration 32Q (218599.850000 sec): 3 clusters
  Score: Raw -858142.502348 + Penalty 2889.025204 = -855253.477144
  nChanged 3
		SP:Iteration 33Q (218599.960000 sec): 3 clusters
  Score: Raw -858142.772311 + Penalty 2889.025204 = -855253.747107
  nChanged 3
		SP:Iteration 34Q (218600.080000 sec): 3 clusters
  Score: Raw -858143.255879 + Penalty 2889.025204 = -855254.230675
  nChanged 5
		SP:Iteration 35Q (218600.190000 sec): 3 clusters
  Score: Raw -858144.309926 + Penalty 2889.025204 = -855255.284722
  nChanged 3
		SP:Iteration 36Q (218600.310000 sec): 3 clusters
  Score: Raw -858145.046233 + Penalty 2889.025204 = -855256.021029
  nChanged 7
		SP:Iteration 37Q (218600.430000 sec): 3 clusters
  Score: Raw -858146.391011 + Penalty 2889.025204 = -855257.365807
  nChanged 3
		SP:Iteration 38Q (218600.540000 sec): 3 clusters
  Score: Raw -858146.823386 + Penalty 2889.025204 = -855257.798182
  nChanged 1
		SP:Iteration 39Q (218600.660000 sec): 3 clusters
  Score: Raw -858146.957308 + Penalty 2889.025204 = -855257.932105
  nChanged 2
		SP:Iteration 40F (218600.780000 sec): 3 clusters
  Score: Raw -858147.437443 + Penalty 2889.025204 = -855258.412239
  nChanged 2
		SP:Iteration 41Q (218600.890000 sec): 3 clusters
  Score: Raw -858147.917047 + Penalty 2889.025204 = -855258.891843
  nChanged 1
		SP:Iteration 42Q (218601.010000 sec): 3 clusters
  Score: Raw -858148.205413 + Penalty 2889.025204 = -855259.180209
  nChanged 4
		SP:Iteration 43Q (218601.120000 sec): 3 clusters
  Score: Raw -858148.621205 + Penalty 2889.025204 = -855259.596001
  nChanged 1
		SP:Iteration 44Q (218601.240000 sec): 3 clusters
  Score: Raw -858148.771992 + Penalty 2889.025204 = -855259.746788
  nChanged 1
		SP:Iteration 45Q (218601.350000 sec): 3 clusters
  Score: Raw -858148.883085 + Penalty 2889.025204 = -855259.857881
  nChanged 0
		SP:Iteration 46F (218601.470000 sec): 3 clusters
  Score: Raw -858148.883085 + Penalty 2889.025204 = -855259.857881
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 99 (2130 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (218601.540000 sec): 2 clusters
  Score: Raw -244254.869701 + Penalty 1245.380055 = -243009.489647
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (218601.590000 sec): 3 clusters
  Score: Raw -243315.424236 + Penalty 2490.760109 = -240824.664127
  nChanged 792
		SP:Iteration 1F (218601.630000 sec): 3 clusters
  Score: Raw -243972.202038 + Penalty 2490.760109 = -241481.441929
  nChanged 195
		SP:Iteration 2F (218601.680000 sec): 3 clusters
  Score: Raw -244157.544866 + Penalty 2490.760109 = -241666.784757
  nChanged 140
		SP:Iteration 3F (218601.720000 sec): 3 clusters
  Score: Raw -244314.658431 + Penalty 2490.760109 = -241823.898322
  nChanged 113
		SP:Iteration 4F (218601.760000 sec): 3 clusters
  Score: Raw -244419.882720 + Penalty 2490.760109 = -241929.122611
  nChanged 91
		SP:Iteration 5Q (218601.800000 sec): 3 clusters
  Score: Raw -244526.856893 + Penalty 2490.760109 = -242036.096784
  nChanged 87
		SP:Iteration 6Q (218601.830000 sec): 3 clusters
  Score: Raw -244620.661660 + Penalty 2490.760109 = -242129.901551
  nChanged 63
		SP:Iteration 7Q (218601.870000 sec): 3 clusters
  Score: Raw -244691.099323 + Penalty 2490.760109 = -242200.339214
  nChanged 64
		SP:Iteration 8Q (218601.910000 sec): 3 clusters
  Score: Raw -244774.361155 + Penalty 2490.760109 = -242283.601046
  nChanged 61
		SP:Iteration 9Q (218601.950000 sec): 3 clusters
  Score: Raw -244848.928889 + Penalty 2490.760109 = -242358.168780
  nChanged 64
		SP:Iteration 10Q (218601.990000 sec): 3 clusters
  Score: Raw -244960.486863 + Penalty 2490.760109 = -242469.726754
  nChanged 87
		SP:Iteration 11Q (218602.020000 sec): 3 clusters
  Score: Raw -245155.218314 + Penalty 2490.760109 = -242664.458205
  nChanged 88
		SP:Iteration 12Q (218602.060000 sec): 3 clusters
  Score: Raw -245330.865396 + Penalty 2490.760109 = -242840.105287
  nChanged 69
		SP:Iteration 13Q (218602.100000 sec): 3 clusters
  Score: Raw -245422.670248 + Penalty 2490.760109 = -242931.910138
  nChanged 36
		SP:Iteration 14Q (218602.140000 sec): 3 clusters
  Score: Raw -245459.933143 + Penalty 2490.760109 = -242969.173034
  nChanged 19
		SP:Iteration 15Q (218602.170000 sec): 3 clusters
  Score: Raw -245479.026428 + Penalty 2490.760109 = -242988.266318
  nChanged 15
		SP:Iteration 16Q (218602.210000 sec): 3 clusters
  Score: Raw -245492.280055 + Penalty 2490.760109 = -243001.519946
  nChanged 5
		SP:Iteration 17Q (218602.250000 sec): 3 clusters
  Score: Raw -245496.160747 + Penalty 2490.760109 = -243005.400638
  nChanged 3
		SP:Iteration 18Q (218602.280000 sec): 3 clusters
  Score: Raw -245499.286121 + Penalty 2490.760109 = -243008.526012
  nChanged 2
		SP:Iteration 19Q (218602.320000 sec): 3 clusters
  Score: Raw -245499.735333 + Penalty 2490.760109 = -243008.975224
  nChanged 0
		SP:Iteration 20F (218602.360000 sec): 3 clusters
  Score: Raw -245499.735333 + Penalty 2490.760109 = -243008.975224
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 100 (4353 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (218602.440000 sec): 2 clusters
  Score: Raw -467074.965485 + Penalty 1361.525838 = -465713.439647
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (218602.540000 sec): 3 clusters
  Score: Raw -464862.505719 + Penalty 2723.051676 = -462139.454043
  nChanged 1762
		SP:Iteration 1F (218602.630000 sec): 3 clusters
  Score: Raw -466077.409810 + Penalty 2723.051676 = -463354.358134
  nChanged 374
		SP:Iteration 2F (218602.710000 sec): 3 clusters
  Score: Raw -466340.521697 + Penalty 2723.051676 = -463617.470021
  nChanged 262
		SP:Iteration 3F (218602.780000 sec): 3 clusters
  Score: Raw -466541.377710 + Penalty 2723.051676 = -463818.326034
  nChanged 209
		SP:Iteration 4Q (218602.860000 sec): 3 clusters
  Score: Raw -466657.694999 + Penalty 2723.051676 = -463934.643323
  nChanged 155
		SP:Iteration 5Q (218602.940000 sec): 3 clusters
  Score: Raw -466755.904929 + Penalty 2723.051676 = -464032.853253
  nChanged 133
		SP:Iteration 6Q (218603.020000 sec): 3 clusters
  Score: Raw -466832.121644 + Penalty 2723.051676 = -464109.069968
  nChanged 115
		SP:Iteration 7Q (218603.100000 sec): 3 clusters
  Score: Raw -466889.506749 + Penalty 2723.051676 = -464166.455073
  nChanged 104
		SP:Iteration 8Q (218603.180000 sec): 3 clusters
  Score: Raw -466933.600864 + Penalty 2723.051676 = -464210.549188
  nChanged 69
		SP:Iteration 9Q (218603.250000 sec): 3 clusters
  Score: Raw -466964.833107 + Penalty 2723.051676 = -464241.781431
  nChanged 73
		SP:Iteration 10Q (218603.330000 sec): 3 clusters
  Score: Raw -466997.580022 + Penalty 2723.051676 = -464274.528346
  nChanged 57
		SP:Iteration 11Q (218603.410000 sec): 3 clusters
  Score: Raw -467026.497200 + Penalty 2723.051676 = -464303.445524
  nChanged 59
		SP:Iteration 12Q (218603.490000 sec): 3 clusters
  Score: Raw -467057.012589 + Penalty 2723.051676 = -464333.960913
  nChanged 54
		SP:Iteration 13Q (218603.560000 sec): 3 clusters
  Score: Raw -467081.712315 + Penalty 2723.051676 = -464358.660639
  nChanged 55
		SP:Iteration 14Q (218603.640000 sec): 3 clusters
  Score: Raw -467103.648571 + Penalty 2723.051676 = -464380.596895
  nChanged 44
		SP:Iteration 15Q (218603.720000 sec): 3 clusters
  Score: Raw -467125.772938 + Penalty 2723.051676 = -464402.721262
  nChanged 60
		SP:Iteration 16Q (218603.800000 sec): 3 clusters
  Score: Raw -467167.639689 + Penalty 2723.051676 = -464444.588013
  nChanged 76
		SP:Iteration 17Q (218603.880000 sec): 3 clusters
  Score: Raw -467218.303665 + Penalty 2723.051676 = -464495.251989
  nChanged 66
		SP:Iteration 18Q (218603.950000 sec): 3 clusters
  Score: Raw -467255.450235 + Penalty 2723.051676 = -464532.398559
  nChanged 55
		SP:Iteration 19Q (218604.030000 sec): 3 clusters
  Score: Raw -467282.919425 + Penalty 2723.051676 = -464559.867749
  nChanged 55
		SP:Iteration 20F (218604.110000 sec): 3 clusters
  Score: Raw -467312.707533 + Penalty 2723.051676 = -464589.655857
  nChanged 46
		SP:Iteration 21Q (218604.190000 sec): 3 clusters
  Score: Raw -467337.414085 + Penalty 2723.051676 = -464614.362409
  nChanged 45
		SP:Iteration 22Q (218604.270000 sec): 3 clusters
  Score: Raw -467357.787748 + Penalty 2723.051676 = -464634.736072
  nChanged 38
		SP:Iteration 23Q (218604.340000 sec): 3 clusters
  Score: Raw -467377.241355 + Penalty 2723.051676 = -464654.189679
  nChanged 44
		SP:Iteration 24Q (218604.420000 sec): 3 clusters
  Score: Raw -467402.976916 + Penalty 2723.051676 = -464679.925240
  nChanged 31
		SP:Iteration 25Q (218604.490000 sec): 3 clusters
  Score: Raw -467425.147056 + Penalty 2723.051676 = -464702.095380
  nChanged 34
		SP:Iteration 26Q (218604.570000 sec): 3 clusters
  Score: Raw -467443.657086 + Penalty 2723.051676 = -464720.605410
  nChanged 22
		SP:Iteration 27Q (218604.650000 sec): 3 clusters
  Score: Raw -467453.561285 + Penalty 2723.051676 = -464730.509609
  nChanged 17
		SP:Iteration 28Q (218604.720000 sec): 3 clusters
  Score: Raw -467463.031432 + Penalty 2723.051676 = -464739.979756
  nChanged 14
		SP:Iteration 29Q (218604.800000 sec): 3 clusters
  Score: Raw -467472.257848 + Penalty 2723.051676 = -464749.206172
  nChanged 17
		SP:Iteration 30Q (218604.870000 sec): 3 clusters
  Score: Raw -467479.973017 + Penalty 2723.051676 = -464756.921341
  nChanged 16
		SP:Iteration 31Q (218604.950000 sec): 3 clusters
  Score: Raw -467485.323973 + Penalty 2723.051676 = -464762.272297
  nChanged 11
		SP:Iteration 32Q (218605.030000 sec): 3 clusters
  Score: Raw -467489.319661 + Penalty 2723.051676 = -464766.267985
  nChanged 8
		SP:Iteration 33Q (218605.100000 sec): 3 clusters
  Score: Raw -467494.052331 + Penalty 2723.051676 = -464771.000655
  nChanged 9
		SP:Iteration 34Q (218605.180000 sec): 3 clusters
  Score: Raw -467498.712753 + Penalty 2723.051676 = -464775.661077
  nChanged 8
		SP:Iteration 35Q (218605.250000 sec): 3 clusters
  Score: Raw -467501.788990 + Penalty 2723.051676 = -464778.737314
  nChanged 7
		SP:Iteration 36Q (218605.340000 sec): 3 clusters
  Score: Raw -467503.994195 + Penalty 2723.051676 = -464780.942519
  nChanged 4
		SP:Iteration 37Q (218605.420000 sec): 3 clusters
  Score: Raw -467505.412835 + Penalty 2723.051676 = -464782.361159
  nChanged 5
		SP:Iteration 38Q (218605.500000 sec): 3 clusters
  Score: Raw -467506.704148 + Penalty 2723.051676 = -464783.652472
  nChanged 4
		SP:Iteration 39Q (218605.570000 sec): 3 clusters
  Score: Raw -467508.554852 + Penalty 2723.051676 = -464785.503176
  nChanged 4
		SP:Iteration 40F (218605.650000 sec): 3 clusters
  Score: Raw -467509.996166 + Penalty 2723.051676 = -464786.944490
  nChanged 8
		SP:Iteration 41Q (218605.730000 sec): 3 clusters
  Score: Raw -467513.505544 + Penalty 2723.051676 = -464790.453868
  nChanged 6
		SP:Iteration 42Q (218605.810000 sec): 3 clusters
  Score: Raw -467516.337037 + Penalty 2723.051676 = -464793.285361
  nChanged 9
		SP:Iteration 43Q (218605.880000 sec): 3 clusters
  Score: Raw -467520.298838 + Penalty 2723.051676 = -464797.247162
  nChanged 7
		SP:Iteration 44Q (218605.950000 sec): 3 clusters
  Score: Raw -467524.594409 + Penalty 2723.051676 = -464801.542733
  nChanged 8
		SP:Iteration 45Q (218606.030000 sec): 3 clusters
  Score: Raw -467526.777746 + Penalty 2723.051676 = -464803.726070
  nChanged 3
		SP:Iteration 46Q (218606.110000 sec): 3 clusters
  Score: Raw -467527.975528 + Penalty 2723.051676 = -464804.923852
  nChanged 3
		SP:Iteration 47Q (218606.180000 sec): 3 clusters
  Score: Raw -467528.922127 + Penalty 2723.051676 = -464805.870451
  nChanged 4
		SP:Iteration 48Q (218606.260000 sec): 3 clusters
  Score: Raw -467530.022215 + Penalty 2723.051676 = -464806.970539
  nChanged 4
		SP:Iteration 49Q (218606.330000 sec): 3 clusters
  Score: Raw -467531.689771 + Penalty 2723.051676 = -464808.638095
  nChanged 1
		SP:Iteration 50Q (218606.410000 sec): 3 clusters
  Score: Raw -467532.207576 + Penalty 2723.051676 = -464809.155900
  nChanged 2
		SP:Iteration 51Q (218606.480000 sec): 3 clusters
  Score: Raw -467532.569598 + Penalty 2723.051676 = -464809.517922
  nChanged 0
		SP:Iteration 52F (218606.560000 sec): 3 clusters
  Score: Raw -467532.569598 + Penalty 2723.051676 = -464809.517922
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 101 (1755 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (218606.630000 sec): 2 clusters
  Score: Raw -192436.431443 + Penalty 1213.911422 = -191222.520021
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (218606.660000 sec): 3 clusters
  Score: Raw -191760.290966 + Penalty 2427.822844 = -189332.468122
  nChanged 625
		SP:Iteration 1F (218606.690000 sec): 3 clusters
  Score: Raw -192355.575958 + Penalty 2427.822844 = -189927.753114
  nChanged 196
		SP:Iteration 2F (218606.730000 sec): 3 clusters
  Score: Raw -192639.204047 + Penalty 2427.822844 = -190211.381203
  nChanged 149
		SP:Iteration 3F (218606.760000 sec): 3 clusters
  Score: Raw -192842.996301 + Penalty 2427.822844 = -190415.173457
  nChanged 90
		SP:Iteration 4F (218606.790000 sec): 3 clusters
  Score: Raw -192963.945440 + Penalty 2427.822844 = -190536.122596
  nChanged 61
		SP:Iteration 5Q (218606.830000 sec): 3 clusters
  Score: Raw -193033.606438 + Penalty 2427.822844 = -190605.783593
  nChanged 43
		SP:Iteration 6Q (218606.860000 sec): 3 clusters
  Score: Raw -193077.644178 + Penalty 2427.822844 = -190649.821334
  nChanged 25
		SP:Iteration 7Q (218606.900000 sec): 3 clusters
  Score: Raw -193100.010100 + Penalty 2427.822844 = -190672.187256
  nChanged 23
		SP:Iteration 8Q (218606.930000 sec): 3 clusters
  Score: Raw -193116.019289 + Penalty 2427.822844 = -190688.196445
  nChanged 10
		SP:Iteration 9Q (218606.960000 sec): 3 clusters
  Score: Raw -193123.097699 + Penalty 2427.822844 = -190695.274855
  nChanged 7
		SP:Iteration 10Q (218607.000000 sec): 3 clusters
  Score: Raw -193126.994537 + Penalty 2427.822844 = -190699.171693
  nChanged 3
		SP:Iteration 11Q (218607.030000 sec): 3 clusters
  Score: Raw -193128.182351 + Penalty 2427.822844 = -190700.359507
  nChanged 2
		SP:Iteration 12Q (218607.060000 sec): 3 clusters
  Score: Raw -193129.586755 + Penalty 2427.822844 = -190701.763911
  nChanged 1
		SP:Iteration 13Q (218607.090000 sec): 3 clusters
  Score: Raw -193129.922710 + Penalty 2427.822844 = -190702.099866
  nChanged 0
		SP:Iteration 14F (218607.120000 sec): 3 clusters
  Score: Raw -193129.922710 + Penalty 2427.822844 = -190702.099866
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 102 (476 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (218607.180000 sec): 2 clusters
  Score: Raw -54124.512455 + Penalty 1001.880401 = -53122.632054
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (218607.190000 sec): 3 clusters
  Score: Raw -54073.498127 + Penalty 2003.760803 = -52069.737324
  nChanged 102
		SP:Iteration 1F (218607.200000 sec): 3 clusters
  Score: Raw -54207.348773 + Penalty 2003.760803 = -52203.587970
  nChanged 26
		SP:Iteration 2F (218607.210000 sec): 3 clusters
  Score: Raw -54266.405815 + Penalty 2003.760803 = -52262.645012
  nChanged 13
		SP:Iteration 3Q (218607.220000 sec): 3 clusters
  Score: Raw -54304.622690 + Penalty 2003.760803 = -52300.861887
  nChanged 12
		SP:Iteration 4Q (218607.230000 sec): 3 clusters
  Score: Raw -54335.379129 + Penalty 2003.760803 = -52331.618326
  nChanged 9
		SP:Iteration 5Q (218607.240000 sec): 3 clusters
  Score: Raw -54385.661936 + Penalty 2003.760803 = -52381.901134
  nChanged 12
		SP:Iteration 6Q (218607.250000 sec): 3 clusters
  Score: Raw -54429.918191 + Penalty 2003.760803 = -52426.157389
  nChanged 10
		SP:Iteration 7Q (218607.260000 sec): 3 clusters
  Score: Raw -54449.992623 + Penalty 2003.760803 = -52446.231821
  nChanged 5
		SP:Iteration 8Q (218607.270000 sec): 3 clusters
  Score: Raw -54466.025487 + Penalty 2003.760803 = -52462.264684
  nChanged 6
		SP:Iteration 9Q (218607.280000 sec): 3 clusters
  Score: Raw -54480.601321 + Penalty 2003.760803 = -52476.840518
  nChanged 7
		SP:Iteration 10Q (218607.290000 sec): 3 clusters
  Score: Raw -54497.320424 + Penalty 2003.760803 = -52493.559621
  nChanged 6
		SP:Iteration 11Q (218607.300000 sec): 3 clusters
  Score: Raw -54510.375394 + Penalty 2003.760803 = -52506.614591
  nChanged 4
		SP:Iteration 12Q (218607.310000 sec): 3 clusters
  Score: Raw -54522.481518 + Penalty 2003.760803 = -52518.720716
  nChanged 7
		SP:Iteration 13Q (218607.320000 sec): 3 clusters
  Score: Raw -54539.114645 + Penalty 2003.760803 = -52535.353843
  nChanged 6
		SP:Iteration 14Q (218607.330000 sec): 3 clusters
  Score: Raw -54563.466004 + Penalty 2003.760803 = -52559.705201
  nChanged 10
		SP:Iteration 15Q (218607.340000 sec): 3 clusters
  Score: Raw -54602.892265 + Penalty 2003.760803 = -52599.131463
  nChanged 8
		SP:Iteration 16Q (218607.340000 sec): 3 clusters
  Score: Raw -54637.803999 + Penalty 2003.760803 = -52634.043197
  nChanged 8
		SP:Iteration 17Q (218607.360000 sec): 3 clusters
  Score: Raw -54672.800856 + Penalty 2003.760803 = -52669.040053
  nChanged 13
		SP:Iteration 18Q (218607.360000 sec): 3 clusters
  Score: Raw -54728.488046 + Penalty 2003.760803 = -52724.727244
  nChanged 14
		SP:Iteration 19Q (218607.370000 sec): 3 clusters
  Score: Raw -54799.134693 + Penalty 2003.760803 = -52795.373891
  nChanged 10
		SP:Iteration 20F (218607.380000 sec): 3 clusters
  Score: Raw -54846.311015 + Penalty 2003.760803 = -52842.550212
  nChanged 7
		SP:Iteration 21Q (218607.390000 sec): 3 clusters
  Score: Raw -54865.191389 + Penalty 2003.760803 = -52861.430586
  nChanged 4
		SP:Iteration 22Q (218607.400000 sec): 3 clusters
  Score: Raw -54884.228086 + Penalty 2003.760803 = -52880.467283
  nChanged 7
		SP:Iteration 23Q (218607.410000 sec): 3 clusters
  Score: Raw -54921.815146 + Penalty 2003.760803 = -52918.054344
  nChanged 7
		SP:Iteration 24Q (218607.420000 sec): 3 clusters
  Score: Raw -54955.850184 + Penalty 2003.760803 = -52952.089382
  nChanged 3
		SP:Iteration 25Q (218607.430000 sec): 3 clusters
  Score: Raw -54964.574812 + Penalty 2003.760803 = -52960.814009
  nChanged 4
		SP:Iteration 26Q (218607.440000 sec): 3 clusters
  Score: Raw -54972.127333 + Penalty 2003.760803 = -52968.366531
  nChanged 1
		SP:Iteration 27Q (218607.450000 sec): 3 clusters
  Score: Raw -54973.388904 + Penalty 2003.760803 = -52969.628102
  nChanged 3
		SP:Iteration 28Q (218607.460000 sec): 3 clusters
  Score: Raw -54984.182283 + Penalty 2003.760803 = -52980.421480
  nChanged 1
		SP:Iteration 29Q (218607.470000 sec): 3 clusters
  Score: Raw -54985.501792 + Penalty 2003.760803 = -52981.740989
  nChanged 3
		SP:Iteration 30Q (218607.480000 sec): 3 clusters
  Score: Raw -54997.658030 + Penalty 2003.760803 = -52993.897227
  nChanged 3
		SP:Iteration 31Q (218607.490000 sec): 3 clusters
  Score: Raw -55008.013067 + Penalty 2003.760803 = -53004.252265
  nChanged 1
		SP:Iteration 32Q (218607.500000 sec): 3 clusters
  Score: Raw -55013.001217 + Penalty 2003.760803 = -53009.240414
  nChanged 1
		SP:Iteration 33Q (218607.510000 sec): 3 clusters
  Score: Raw -55015.665158 + Penalty 2003.760803 = -53011.904355
  nChanged 1
		SP:Iteration 34Q (218607.520000 sec): 3 clusters
  Score: Raw -55019.650848 + Penalty 2003.760803 = -53015.890046
  nChanged 2
		SP:Iteration 35Q (218607.530000 sec): 3 clusters
  Score: Raw -55027.360500 + Penalty 2003.760803 = -53023.599698
  nChanged 3
		SP:Iteration 36Q (218607.540000 sec): 3 clusters
  Score: Raw -55031.003558 + Penalty 2003.760803 = -53027.242755
  nChanged 2
		SP:Iteration 37Q (218607.540000 sec): 3 clusters
  Score: Raw -55037.099609 + Penalty 2003.760803 = -53033.338806
  nChanged 2
		SP:Iteration 38Q (218607.560000 sec): 3 clusters
  Score: Raw -55042.293699 + Penalty 2003.760803 = -53038.532896
  nChanged 1
		SP:Iteration 39Q (218607.560000 sec): 3 clusters
  Score: Raw -55043.192094 + Penalty 2003.760803 = -53039.431291
  nChanged 1
		SP:Iteration 40F (218607.580000 sec): 3 clusters
  Score: Raw -55047.323935 + Penalty 2003.760803 = -53043.563132
  nChanged 1
		SP:Iteration 41Q (218607.580000 sec): 3 clusters
  Score: Raw -55049.662339 + Penalty 2003.760803 = -53045.901537
  nChanged 1
		SP:Iteration 42Q (218607.590000 sec): 3 clusters
  Score: Raw -55051.578505 + Penalty 2003.760803 = -53047.817703
  nChanged 1
		SP:Iteration 43Q (218607.600000 sec): 3 clusters
  Score: Raw -55054.021312 + Penalty 2003.760803 = -53050.260509
  nChanged 0
		SP:Iteration 44F (218607.610000 sec): 3 clusters
  Score: Raw -55054.021312 + Penalty 2003.760803 = -53050.260509
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 103 (1391 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (218607.680000 sec): 2 clusters
  Score: Raw -156775.387808 + Penalty 1176.138956 = -155599.248852
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (218607.700000 sec): 3 clusters
  Score: Raw -156271.352864 + Penalty 2352.277912 = -153919.074952
  nChanged 455
		SP:Iteration 1F (218607.730000 sec): 3 clusters
  Score: Raw -156587.656818 + Penalty 2352.277912 = -154235.378906
  nChanged 109
		SP:Iteration 2F (218607.760000 sec): 3 clusters
  Score: Raw -156691.490541 + Penalty 2352.277912 = -154339.212629
  nChanged 69
		SP:Iteration 3Q (218607.780000 sec): 3 clusters
  Score: Raw -156756.439092 + Penalty 2352.277912 = -154404.161179
  nChanged 45
		SP:Iteration 4Q (218607.810000 sec): 3 clusters
  Score: Raw -156788.644576 + Penalty 2352.277912 = -154436.366663
  nChanged 27
		SP:Iteration 5Q (218607.830000 sec): 3 clusters
  Score: Raw -156805.012093 + Penalty 2352.277912 = -154452.734181
  nChanged 16
		SP:Iteration 6Q (218607.860000 sec): 3 clusters
  Score: Raw -156819.499211 + Penalty 2352.277912 = -154467.221299
  nChanged 17
		SP:Iteration 7Q (218607.880000 sec): 3 clusters
  Score: Raw -156832.913862 + Penalty 2352.277912 = -154480.635949
  nChanged 17
		SP:Iteration 8Q (218607.910000 sec): 3 clusters
  Score: Raw -156844.430587 + Penalty 2352.277912 = -154492.152675
  nChanged 12
		SP:Iteration 9Q (218607.940000 sec): 3 clusters
  Score: Raw -156852.947198 + Penalty 2352.277912 = -154500.669286
  nChanged 7
		SP:Iteration 10Q (218607.960000 sec): 3 clusters
  Score: Raw -156859.646446 + Penalty 2352.277912 = -154507.368534
  nChanged 6
		SP:Iteration 11Q (218607.990000 sec): 3 clusters
  Score: Raw -156862.791861 + Penalty 2352.277912 = -154510.513948
  nChanged 4
		SP:Iteration 12Q (218608.010000 sec): 3 clusters
  Score: Raw -156864.393041 + Penalty 2352.277912 = -154512.115129
  nChanged 3
		SP:Iteration 13Q (218608.040000 sec): 3 clusters
  Score: Raw -156865.930740 + Penalty 2352.277912 = -154513.652828
  nChanged 3
		SP:Iteration 14Q (218608.060000 sec): 3 clusters
  Score: Raw -156869.359936 + Penalty 2352.277912 = -154517.082024
  nChanged 4
		SP:Iteration 15Q (218608.090000 sec): 3 clusters
  Score: Raw -156871.819276 + Penalty 2352.277912 = -154519.541364
  nChanged 3
		SP:Iteration 16Q (218608.120000 sec): 3 clusters
  Score: Raw -156874.034910 + Penalty 2352.277912 = -154521.756998
  nChanged 2
		SP:Iteration 17Q (218608.140000 sec): 3 clusters
  Score: Raw -156874.566985 + Penalty 2352.277912 = -154522.289073
  nChanged 0
		SP:Iteration 18F (218608.170000 sec): 3 clusters
  Score: Raw -156874.566985 + Penalty 2352.277912 = -154522.289073
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 104 (1474 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (218608.230000 sec): 2 clusters
  Score: Raw -166460.692513 + Penalty 1185.556949 = -165275.135563
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (218608.260000 sec): 3 clusters
  Score: Raw -165896.828403 + Penalty 2371.113899 = -163525.714505
  nChanged 483
		SP:Iteration 1F (218608.290000 sec): 3 clusters
  Score: Raw -166258.007883 + Penalty 2371.113899 = -163886.893984
  nChanged 117
		SP:Iteration 2F (218608.310000 sec): 3 clusters
  Score: Raw -166370.205985 + Penalty 2371.113899 = -163999.092087
  nChanged 82
		SP:Iteration 3F (218608.340000 sec): 3 clusters
  Score: Raw -166484.000143 + Penalty 2371.113899 = -164112.886245
  nChanged 93
		SP:Iteration 4F (218608.370000 sec): 3 clusters
  Score: Raw -166610.617072 + Penalty 2371.113899 = -164239.503173
  nChanged 80
		SP:Iteration 5F (218608.400000 sec): 3 clusters
  Score: Raw -166688.785771 + Penalty 2371.113899 = -164317.671873
  nChanged 50
		SP:Iteration 6Q (218608.420000 sec): 3 clusters
  Score: Raw -166747.667855 + Penalty 2371.113899 = -164376.553956
  nChanged 35
		SP:Iteration 7Q (218608.450000 sec): 3 clusters
  Score: Raw -166784.548333 + Penalty 2371.113899 = -164413.434435
  nChanged 20
		SP:Iteration 8Q (218608.480000 sec): 3 clusters
  Score: Raw -166802.548035 + Penalty 2371.113899 = -164431.434136
  nChanged 20
		SP:Iteration 9Q (218608.500000 sec): 3 clusters
  Score: Raw -166820.213423 + Penalty 2371.113899 = -164449.099524
  nChanged 19
		SP:Iteration 10Q (218608.530000 sec): 3 clusters
  Score: Raw -166833.517030 + Penalty 2371.113899 = -164462.403131
  nChanged 12
		SP:Iteration 11Q (218608.560000 sec): 3 clusters
  Score: Raw -166840.640568 + Penalty 2371.113899 = -164469.526670
  nChanged 10
		SP:Iteration 12Q (218608.580000 sec): 3 clusters
  Score: Raw -166845.884151 + Penalty 2371.113899 = -164474.770252
  nChanged 7
		SP:Iteration 13Q (218608.610000 sec): 3 clusters
  Score: Raw -166851.428894 + Penalty 2371.113899 = -164480.314995
  nChanged 7
		SP:Iteration 14Q (218608.640000 sec): 3 clusters
  Score: Raw -166856.209966 + Penalty 2371.113899 = -164485.096067
  nChanged 5
		SP:Iteration 15Q (218608.670000 sec): 3 clusters
  Score: Raw -166858.051039 + Penalty 2371.113899 = -164486.937141
  nChanged 3
		SP:Iteration 16Q (218608.690000 sec): 3 clusters
  Score: Raw -166860.441055 + Penalty 2371.113899 = -164489.327156
  nChanged 6
		SP:Iteration 17Q (218608.720000 sec): 3 clusters
  Score: Raw -166864.490146 + Penalty 2371.113899 = -164493.376247
  nChanged 3
		SP:Iteration 18Q (218608.750000 sec): 3 clusters
  Score: Raw -166868.136466 + Penalty 2371.113899 = -164497.022567
  nChanged 3
		SP:Iteration 19Q (218608.770000 sec): 3 clusters
  Score: Raw -166869.671243 + Penalty 2371.113899 = -164498.557344
  nChanged 3
		SP:Iteration 20F (218608.800000 sec): 3 clusters
  Score: Raw -166871.659574 + Penalty 2371.113899 = -164500.545676
  nChanged 4
		SP:Iteration 21Q (218608.830000 sec): 3 clusters
  Score: Raw -166873.311121 + Penalty 2371.113899 = -164502.197223
  nChanged 3
		SP:Iteration 22Q (218608.860000 sec): 3 clusters
  Score: Raw -166874.431449 + Penalty 2371.113899 = -164503.317550
  nChanged 1
		SP:Iteration 23Q (218608.880000 sec): 3 clusters
  Score: Raw -166874.951986 + Penalty 2371.113899 = -164503.838088
  nChanged 1
		SP:Iteration 24Q (218608.910000 sec): 3 clusters
  Score: Raw -166875.094682 + Penalty 2371.113899 = -164503.980783
  nChanged 0
		SP:Iteration 25F (218608.940000 sec): 3 clusters
  Score: Raw -166875.094682 + Penalty 2371.113899 = -164503.980783
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 105 (2949 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (218609.010000 sec): 2 clusters
  Score: Raw -336789.930286 + Penalty 1298.248479 = -335491.681807
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (218609.060000 sec): 3 clusters
  Score: Raw -335379.082311 + Penalty 2596.496958 = -332782.585353
  nChanged 1089
		SP:Iteration 1F (218609.120000 sec): 3 clusters
  Score: Raw -336097.409559 + Penalty 2596.496958 = -333500.912601
  nChanged 281
		SP:Iteration 2F (218609.170000 sec): 3 clusters
  Score: Raw -336334.995602 + Penalty 2596.496958 = -333738.498644
  nChanged 205
		SP:Iteration 3F (218609.230000 sec): 3 clusters
  Score: Raw -336507.947087 + Penalty 2596.496958 = -333911.450129
  nChanged 162
		SP:Iteration 4F (218609.280000 sec): 3 clusters
  Score: Raw -336677.069743 + Penalty 2596.496958 = -334080.572785
  nChanged 164
		SP:Iteration 5F (218609.340000 sec): 3 clusters
  Score: Raw -336849.341020 + Penalty 2596.496958 = -334252.844062
  nChanged 152
		SP:Iteration 6F (218609.390000 sec): 3 clusters
  Score: Raw -337005.070749 + Penalty 2596.496958 = -334408.573791
  nChanged 125
		SP:Iteration 7Q (218609.440000 sec): 3 clusters
  Score: Raw -337122.037967 + Penalty 2596.496958 = -334525.541009
  nChanged 98
		SP:Iteration 8Q (218609.500000 sec): 3 clusters
  Score: Raw -337197.599564 + Penalty 2596.496958 = -334601.102607
  nChanged 74
		SP:Iteration 9Q (218609.550000 sec): 3 clusters
  Score: Raw -337248.410056 + Penalty 2596.496958 = -334651.913098
  nChanged 58
		SP:Iteration 10Q (218609.600000 sec): 3 clusters
  Score: Raw -337286.466515 + Penalty 2596.496958 = -334689.969557
  nChanged 43
		SP:Iteration 11Q (218609.650000 sec): 3 clusters
  Score: Raw -337313.290165 + Penalty 2596.496958 = -334716.793207
  nChanged 36
		SP:Iteration 12Q (218609.700000 sec): 3 clusters
  Score: Raw -337330.193033 + Penalty 2596.496958 = -334733.696075
  nChanged 31
		SP:Iteration 13Q (218609.760000 sec): 3 clusters
  Score: Raw -337350.560912 + Penalty 2596.496958 = -334754.063954
  nChanged 34
		SP:Iteration 14Q (218609.810000 sec): 3 clusters
  Score: Raw -337369.960600 + Penalty 2596.496958 = -334773.463642
  nChanged 36
		SP:Iteration 15Q (218609.860000 sec): 3 clusters
  Score: Raw -337395.439388 + Penalty 2596.496958 = -334798.942431
  nChanged 36
		SP:Iteration 16Q (218609.920000 sec): 3 clusters
  Score: Raw -337412.364554 + Penalty 2596.496958 = -334815.867596
  nChanged 21
		SP:Iteration 17Q (218609.970000 sec): 3 clusters
  Score: Raw -337422.783537 + Penalty 2596.496958 = -334826.286579
  nChanged 17
		SP:Iteration 18Q (218610.020000 sec): 3 clusters
  Score: Raw -337432.020930 + Penalty 2596.496958 = -334835.523973
  nChanged 16
		SP:Iteration 19Q (218610.070000 sec): 3 clusters
  Score: Raw -337440.648167 + Penalty 2596.496958 = -334844.151209
  nChanged 14
		SP:Iteration 20F (218610.130000 sec): 3 clusters
  Score: Raw -337447.257271 + Penalty 2596.496958 = -334850.760313
  nChanged 15
		SP:Iteration 21Q (218610.180000 sec): 3 clusters
  Score: Raw -337456.374613 + Penalty 2596.496958 = -334859.877655
  nChanged 20
		SP:Iteration 22Q (218610.230000 sec): 3 clusters
  Score: Raw -337464.785646 + Penalty 2596.496958 = -334868.288688
  nChanged 9
		SP:Iteration 23Q (218610.280000 sec): 3 clusters
  Score: Raw -337468.682952 + Penalty 2596.496958 = -334872.185995
  nChanged 7
		SP:Iteration 24Q (218610.340000 sec): 3 clusters
  Score: Raw -337472.200460 + Penalty 2596.496958 = -334875.703502
  nChanged 8
		SP:Iteration 25Q (218610.390000 sec): 3 clusters
  Score: Raw -337474.878308 + Penalty 2596.496958 = -334878.381351
  nChanged 5
		SP:Iteration 26Q (218610.440000 sec): 3 clusters
  Score: Raw -337476.728634 + Penalty 2596.496958 = -334880.231676
  nChanged 7
		SP:Iteration 27Q (218610.500000 sec): 3 clusters
  Score: Raw -337478.416894 + Penalty 2596.496958 = -334881.919936
  nChanged 3
		SP:Iteration 28Q (218610.550000 sec): 3 clusters
  Score: Raw -337478.862453 + Penalty 2596.496958 = -334882.365495
  nChanged 1
		SP:Iteration 29Q (218610.600000 sec): 3 clusters
  Score: Raw -337478.949469 + Penalty 2596.496958 = -334882.452511
  nChanged 0
		SP:Iteration 30F (218610.650000 sec): 3 clusters
  Score: Raw -337478.949469 + Penalty 2596.496958 = -334882.452511
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 106 (3559 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (218610.720000 sec): 2 clusters
  Score: Raw -419634.000397 + Penalty 1328.800669 = -418305.199728
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (218610.790000 sec): 3 clusters
  Score: Raw -417913.272789 + Penalty 2657.601338 = -415255.671451
  nChanged 1380
		SP:Iteration 1F (218610.860000 sec): 3 clusters
  Score: Raw -418702.807194 + Penalty 2657.601338 = -416045.205857
  nChanged 291
		SP:Iteration 2F (218610.920000 sec): 3 clusters
  Score: Raw -418911.649900 + Penalty 2657.601338 = -416254.048562
  nChanged 216
		SP:Iteration 3F (218610.990000 sec): 3 clusters
  Score: Raw -419061.715535 + Penalty 2657.601338 = -416404.114197
  nChanged 192
		SP:Iteration 4F (218611.050000 sec): 3 clusters
  Score: Raw -419221.804014 + Penalty 2657.601338 = -416564.202676
  nChanged 177
		SP:Iteration 5Q (218611.120000 sec): 3 clusters
  Score: Raw -419396.051780 + Penalty 2657.601338 = -416738.450442
  nChanged 198
		SP:Iteration 6F (218611.180000 sec): 3 clusters
  Score: Raw -419629.176467 + Penalty 2657.601338 = -416971.575129
  nChanged 185
		SP:Iteration 7F (218611.240000 sec): 3 clusters
  Score: Raw -419818.015608 + Penalty 2657.601338 = -417160.414270
  nChanged 142
		SP:Iteration 8Q (218611.310000 sec): 3 clusters
  Score: Raw -419943.148529 + Penalty 2657.601338 = -417285.547192
  nChanged 124
		SP:Iteration 9Q (218611.370000 sec): 3 clusters
  Score: Raw -420041.033703 + Penalty 2657.601338 = -417383.432365
  nChanged 107
		SP:Iteration 10Q (218611.430000 sec): 3 clusters
  Score: Raw -420143.174580 + Penalty 2657.601338 = -417485.573242
  nChanged 95
		SP:Iteration 11Q (218611.500000 sec): 3 clusters
  Score: Raw -420222.589771 + Penalty 2657.601338 = -417564.988434
  nChanged 83
		SP:Iteration 12Q (218611.560000 sec): 3 clusters
  Score: Raw -420287.574877 + Penalty 2657.601338 = -417629.973539
  nChanged 68
		SP:Iteration 13Q (218611.620000 sec): 3 clusters
  Score: Raw -420329.166825 + Penalty 2657.601338 = -417671.565487
  nChanged 55
		SP:Iteration 14Q (218611.680000 sec): 3 clusters
  Score: Raw -420358.694744 + Penalty 2657.601338 = -417701.093407
  nChanged 33
		SP:Iteration 15Q (218611.750000 sec): 3 clusters
  Score: Raw -420375.643559 + Penalty 2657.601338 = -417718.042221
  nChanged 28
		SP:Iteration 16Q (218611.810000 sec): 3 clusters
  Score: Raw -420388.524786 + Penalty 2657.601338 = -417730.923448
  nChanged 26
		SP:Iteration 17Q (218611.870000 sec): 3 clusters
  Score: Raw -420402.741212 + Penalty 2657.601338 = -417745.139874
  nChanged 28
		SP:Iteration 18Q (218611.930000 sec): 3 clusters
  Score: Raw -420418.985040 + Penalty 2657.601338 = -417761.383702
  nChanged 36
		SP:Iteration 19Q (218612.000000 sec): 3 clusters
  Score: Raw -420441.672002 + Penalty 2657.601338 = -417784.070664
  nChanged 40
		SP:Iteration 20F (218612.060000 sec): 3 clusters
  Score: Raw -420470.879240 + Penalty 2657.601338 = -417813.277902
  nChanged 44
		SP:Iteration 21Q (218612.120000 sec): 3 clusters
  Score: Raw -420499.812502 + Penalty 2657.601338 = -417842.211164
  nChanged 45
		SP:Iteration 22Q (218612.180000 sec): 3 clusters
  Score: Raw -420545.569764 + Penalty 2657.601338 = -417887.968426
  nChanged 49
		SP:Iteration 23Q (218612.240000 sec): 3 clusters
  Score: Raw -420582.000043 + Penalty 2657.601338 = -417924.398705
  nChanged 49
		SP:Iteration 24Q (218612.310000 sec): 3 clusters
  Score: Raw -420612.596489 + Penalty 2657.601338 = -417954.995151
  nChanged 25
		SP:Iteration 25Q (218612.370000 sec): 3 clusters
  Score: Raw -420623.447645 + Penalty 2657.601338 = -417965.846307
  nChanged 22
		SP:Iteration 26Q (218612.430000 sec): 3 clusters
  Score: Raw -420631.866461 + Penalty 2657.601338 = -417974.265123
  nChanged 13
		SP:Iteration 27Q (218612.490000 sec): 3 clusters
  Score: Raw -420637.934825 + Penalty 2657.601338 = -417980.333487
  nChanged 12
		SP:Iteration 28Q (218612.550000 sec): 3 clusters
  Score: Raw -420641.312045 + Penalty 2657.601338 = -417983.710707
  nChanged 6
		SP:Iteration 29Q (218612.620000 sec): 3 clusters
  Score: Raw -420643.772047 + Penalty 2657.601338 = -417986.170709
  nChanged 7
		SP:Iteration 30Q (218612.680000 sec): 3 clusters
  Score: Raw -420645.964840 + Penalty 2657.601338 = -417988.363503
  nChanged 5
		SP:Iteration 31Q (218612.740000 sec): 3 clusters
  Score: Raw -420647.295362 + Penalty 2657.601338 = -417989.694024
  nChanged 3
		SP:Iteration 32Q (218612.800000 sec): 3 clusters
  Score: Raw -420647.912324 + Penalty 2657.601338 = -417990.310986
  nChanged 2
		SP:Iteration 33Q (218612.860000 sec): 3 clusters
  Score: Raw -420648.678451 + Penalty 2657.601338 = -417991.077113
  nChanged 2
		SP:Iteration 34Q (218612.920000 sec): 3 clusters
  Score: Raw -420649.165025 + Penalty 2657.601338 = -417991.563687
  nChanged 3
		SP:Iteration 35Q (218612.990000 sec): 3 clusters
  Score: Raw -420649.955978 + Penalty 2657.601338 = -417992.354640
  nChanged 2
		SP:Iteration 36Q (218613.050000 sec): 3 clusters
  Score: Raw -420650.368780 + Penalty 2657.601338 = -417992.767442
  nChanged 3
		SP:Iteration 37Q (218613.110000 sec): 3 clusters
  Score: Raw -420651.322508 + Penalty 2657.601338 = -417993.721170
  nChanged 6
		SP:Iteration 38Q (218613.170000 sec): 3 clusters
  Score: Raw -420653.561575 + Penalty 2657.601338 = -417995.960237
  nChanged 1
		SP:Iteration 39Q (218613.230000 sec): 3 clusters
  Score: Raw -420654.197904 + Penalty 2657.601338 = -417996.596566
  nChanged 1
		SP:Iteration 40F (218613.300000 sec): 3 clusters
  Score: Raw -420654.300785 + Penalty 2657.601338 = -417996.699447
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 107 (15091 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (218613.440000 sec): 2 clusters
  Score: Raw -1792997.353443 + Penalty 1563.551246 = -1791433.802197
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (218613.680000 sec): 3 clusters
  Score: Raw -1784156.087752 + Penalty 3127.102491 = -1781028.985261
  nChanged 6791
		SP:Iteration 1F (218613.890000 sec): 3 clusters
  Score: Raw -1787795.437083 + Penalty 3127.102491 = -1784668.334592
  nChanged 892
		SP:Iteration 2F (218614.080000 sec): 3 clusters
  Score: Raw -1788151.169089 + Penalty 3127.102491 = -1785024.066598
  nChanged 774
		SP:Iteration 3F (218614.260000 sec): 3 clusters
  Score: Raw -1788455.553398 + Penalty 3127.102491 = -1785328.450907
  nChanged 767
		SP:Iteration 4F (218614.440000 sec): 3 clusters
  Score: Raw -1788773.864390 + Penalty 3127.102491 = -1785646.761899
  nChanged 742
		SP:Iteration 5Q (218614.630000 sec): 3 clusters
  Score: Raw -1789110.541530 + Penalty 3127.102491 = -1785983.439039
  nChanged 755
		SP:Iteration 6F (218614.870000 sec): 3 clusters
  Score: Raw -1789512.067385 + Penalty 3127.102491 = -1786384.964894
  nChanged 827
		SP:Iteration 7F (218615.060000 sec): 3 clusters
  Score: Raw -1790014.359851 + Penalty 3127.102491 = -1786887.257360
  nChanged 868
		SP:Iteration 8F (218615.250000 sec): 3 clusters
  Score: Raw -1790580.773427 + Penalty 3127.102491 = -1787453.670936
  nChanged 825
		SP:Iteration 9F (218615.430000 sec): 3 clusters
  Score: Raw -1791141.600996 + Penalty 3127.102491 = -1788014.498505
  nChanged 743
		SP:Iteration 10Q (218615.620000 sec): 3 clusters
  Score: Raw -1791683.023014 + Penalty 3127.102491 = -1788555.920523
  nChanged 615
		SP:Iteration 11Q (218615.860000 sec): 3 clusters
  Score: Raw -1792147.264674 + Penalty 3127.102491 = -1789020.162183
  nChanged 489
		SP:Iteration 12Q (218616.050000 sec): 3 clusters
  Score: Raw -1792513.284510 + Penalty 3127.102491 = -1789386.182019
  nChanged 330
		SP:Iteration 13Q (218616.230000 sec): 3 clusters
  Score: Raw -1792754.282257 + Penalty 3127.102491 = -1789627.179766
  nChanged 212
		SP:Iteration 14Q (218616.410000 sec): 3 clusters
  Score: Raw -1792906.125214 + Penalty 3127.102491 = -1789779.022723
  nChanged 130
		SP:Iteration 15Q (218616.640000 sec): 3 clusters
  Score: Raw -1793004.021844 + Penalty 3127.102491 = -1789876.919353
  nChanged 90
		SP:Iteration 16Q (218616.820000 sec): 3 clusters
  Score: Raw -1793072.320810 + Penalty 3127.102491 = -1789945.218319
  nChanged 50
		SP:Iteration 17Q (218617.040000 sec): 3 clusters
  Score: Raw -1793109.950429 + Penalty 3127.102491 = -1789982.847938
  nChanged 34
		SP:Iteration 18Q (218617.210000 sec): 3 clusters
  Score: Raw -1793135.296148 + Penalty 3127.102491 = -1790008.193656
  nChanged 26
		SP:Iteration 19Q (218617.430000 sec): 3 clusters
  Score: Raw -1793153.026442 + Penalty 3127.102491 = -1790025.923951
  nChanged 20
		SP:Iteration 20F (218617.620000 sec): 3 clusters
  Score: Raw -1793165.535250 + Penalty 3127.102491 = -1790038.432759
  nChanged 17
		SP:Iteration 21Q (218617.840000 sec): 3 clusters
  Score: Raw -1793176.863078 + Penalty 3127.102491 = -1790049.760587
  nChanged 11
		SP:Iteration 22Q (218618.010000 sec): 3 clusters
  Score: Raw -1793185.451135 + Penalty 3127.102491 = -1790058.348644
  nChanged 9
		SP:Iteration 23Q (218618.200000 sec): 3 clusters
  Score: Raw -1793192.389521 + Penalty 3127.102491 = -1790065.287030
  nChanged 8
		SP:Iteration 24Q (218618.390000 sec): 3 clusters
  Score: Raw -1793198.981477 + Penalty 3127.102491 = -1790071.878985
  nChanged 6
		SP:Iteration 25Q (218618.580000 sec): 3 clusters
  Score: Raw -1793203.766251 + Penalty 3127.102491 = -1790076.663759
  nChanged 4
		SP:Iteration 26Q (218618.760000 sec): 3 clusters
  Score: Raw -1793206.211638 + Penalty 3127.102491 = -1790079.109147
  nChanged 2
		SP:Iteration 27Q (218618.920000 sec): 3 clusters
  Score: Raw -1793207.374242 + Penalty 3127.102491 = -1790080.271751
  nChanged 1
		SP:Iteration 28Q (218619.140000 sec): 3 clusters
  Score: Raw -1793208.201591 + Penalty 3127.102491 = -1790081.099100
  nChanged 1
		SP:Iteration 29Q (218619.310000 sec): 3 clusters
  Score: Raw -1793208.897712 + Penalty 3127.102491 = -1790081.795221
  nChanged 0
		SP:Iteration 30F (218619.540000 sec): 3 clusters
  Score: Raw -1793208.897712 + Penalty 3127.102491 = -1790081.795221
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 108 (1525 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (218619.610000 sec): 2 clusters
  Score: Raw -149108.441513 + Penalty 1191.084324 = -147917.357189
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (218619.640000 sec): 3 clusters
  Score: Raw -148572.623236 + Penalty 2382.168649 = -146190.454587
  nChanged 519
		SP:Iteration 1F (218619.680000 sec): 3 clusters
  Score: Raw -149103.071461 + Penalty 2382.168649 = -146720.902812
  nChanged 164
		SP:Iteration 2F (218619.720000 sec): 3 clusters
  Score: Raw -149349.470944 + Penalty 2382.168649 = -146967.302295
  nChanged 117
		SP:Iteration 3F (218619.750000 sec): 3 clusters
  Score: Raw -149554.678602 + Penalty 2382.168649 = -147172.509954
  nChanged 94
		SP:Iteration 4F (218619.780000 sec): 3 clusters
  Score: Raw -149676.574141 + Penalty 2382.168649 = -147294.405492
  nChanged 64
		SP:Iteration 5Q (218619.810000 sec): 3 clusters
  Score: Raw -149741.178993 + Penalty 2382.168649 = -147359.010344
  nChanged 50
		SP:Iteration 6Q (218619.840000 sec): 3 clusters
  Score: Raw -149799.252775 + Penalty 2382.168649 = -147417.084126
  nChanged 43
		SP:Iteration 7Q (218619.860000 sec): 3 clusters
  Score: Raw -149850.845517 + Penalty 2382.168649 = -147468.676868
  nChanged 29
		SP:Iteration 8Q (218619.890000 sec): 3 clusters
  Score: Raw -149876.673758 + Penalty 2382.168649 = -147494.505109
  nChanged 22
		SP:Iteration 9Q (218619.920000 sec): 3 clusters
  Score: Raw -149902.386642 + Penalty 2382.168649 = -147520.217993
  nChanged 24
		SP:Iteration 10Q (218619.940000 sec): 3 clusters
  Score: Raw -149933.499005 + Penalty 2382.168649 = -147551.330356
  nChanged 22
		SP:Iteration 11Q (218619.970000 sec): 3 clusters
  Score: Raw -149954.352017 + Penalty 2382.168649 = -147572.183368
  nChanged 11
		SP:Iteration 12Q (218620.000000 sec): 3 clusters
  Score: Raw -149965.298653 + Penalty 2382.168649 = -147583.130004
  nChanged 14
		SP:Iteration 13Q (218620.030000 sec): 3 clusters
  Score: Raw -149974.012480 + Penalty 2382.168649 = -147591.843831
  nChanged 12
		SP:Iteration 14Q (218620.060000 sec): 3 clusters
  Score: Raw -149981.337490 + Penalty 2382.168649 = -147599.168841
  nChanged 7
		SP:Iteration 15Q (218620.080000 sec): 3 clusters
  Score: Raw -149985.671906 + Penalty 2382.168649 = -147603.503257
  nChanged 9
		SP:Iteration 16Q (218620.110000 sec): 3 clusters
  Score: Raw -149992.126484 + Penalty 2382.168649 = -147609.957835
  nChanged 6
		SP:Iteration 17Q (218620.140000 sec): 3 clusters
  Score: Raw -149995.596136 + Penalty 2382.168649 = -147613.427487
  nChanged 7
		SP:Iteration 18Q (218620.170000 sec): 3 clusters
  Score: Raw -149999.522687 + Penalty 2382.168649 = -147617.354038
  nChanged 7
		SP:Iteration 19Q (218620.200000 sec): 3 clusters
  Score: Raw -150006.629944 + Penalty 2382.168649 = -147624.461295
  nChanged 6
		SP:Iteration 20F (218620.220000 sec): 3 clusters
  Score: Raw -150011.907800 + Penalty 2382.168649 = -147629.739151
  nChanged 7
		SP:Iteration 21Q (218620.250000 sec): 3 clusters
  Score: Raw -150018.385484 + Penalty 2382.168649 = -147636.216835
  nChanged 9
		SP:Iteration 22Q (218620.280000 sec): 3 clusters
  Score: Raw -150027.688228 + Penalty 2382.168649 = -147645.519579
  nChanged 10
		SP:Iteration 23Q (218620.300000 sec): 3 clusters
  Score: Raw -150037.780990 + Penalty 2382.168649 = -147655.612341
  nChanged 6
		SP:Iteration 24Q (218620.330000 sec): 3 clusters
  Score: Raw -150040.523387 + Penalty 2382.168649 = -147658.354738
  nChanged 3
		SP:Iteration 25Q (218620.360000 sec): 3 clusters
  Score: Raw -150041.548204 + Penalty 2382.168649 = -147659.379555
  nChanged 1
		SP:Iteration 26Q (218620.390000 sec): 3 clusters
  Score: Raw -150041.897300 + Penalty 2382.168649 = -147659.728651
  nChanged 1
		SP:Iteration 27Q (218620.420000 sec): 3 clusters
  Score: Raw -150042.391908 + Penalty 2382.168649 = -147660.223260
  nChanged 1
		SP:Iteration 28Q (218620.440000 sec): 3 clusters
  Score: Raw -150042.825515 + Penalty 2382.168649 = -147660.656866
  nChanged 3
		SP:Iteration 29Q (218620.470000 sec): 3 clusters
  Score: Raw -150044.028785 + Penalty 2382.168649 = -147661.860136
  nChanged 2
		SP:Iteration 30Q (218620.500000 sec): 3 clusters
  Score: Raw -150044.799846 + Penalty 2382.168649 = -147662.631198
  nChanged 5
		SP:Iteration 31Q (218620.520000 sec): 3 clusters
  Score: Raw -150047.531229 + Penalty 2382.168649 = -147665.362580
  nChanged 6
		SP:Iteration 32Q (218620.550000 sec): 3 clusters
  Score: Raw -150051.020836 + Penalty 2382.168649 = -147668.852187
  nChanged 5
		SP:Iteration 33Q (218620.580000 sec): 3 clusters
  Score: Raw -150054.473828 + Penalty 2382.168649 = -147672.305179
  nChanged 8
		SP:Iteration 34Q (218620.610000 sec): 3 clusters
  Score: Raw -150062.849547 + Penalty 2382.168649 = -147680.680898
  nChanged 4
		SP:Iteration 35Q (218620.640000 sec): 3 clusters
  Score: Raw -150065.282340 + Penalty 2382.168649 = -147683.113691
  nChanged 3
		SP:Iteration 36Q (218620.660000 sec): 3 clusters
  Score: Raw -150066.646893 + Penalty 2382.168649 = -147684.478244
  nChanged 0
		SP:Iteration 37F (218620.690000 sec): 3 clusters
  Score: Raw -150066.646893 + Penalty 2382.168649 = -147684.478244
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 109 (4254 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (218620.770000 sec): 2 clusters
  Score: Raw -497535.748556 + Penalty 1357.787437 = -496177.961120
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (218620.850000 sec): 3 clusters
  Score: Raw -495348.291375 + Penalty 2715.574874 = -492632.716502
  nChanged 1656
		SP:Iteration 1F (218620.930000 sec): 3 clusters
  Score: Raw -496284.859023 + Penalty 2715.574874 = -493569.284149
  nChanged 362
		SP:Iteration 2F (218621.000000 sec): 3 clusters
  Score: Raw -496491.401339 + Penalty 2715.574874 = -493775.826466
  nChanged 246
		SP:Iteration 3F (218621.080000 sec): 3 clusters
  Score: Raw -496662.384713 + Penalty 2715.574874 = -493946.809840
  nChanged 194
		SP:Iteration 4Q (218621.160000 sec): 3 clusters
  Score: Raw -496815.564198 + Penalty 2715.574874 = -494099.989324
  nChanged 202
		SP:Iteration 5Q (218621.230000 sec): 3 clusters
  Score: Raw -496957.106482 + Penalty 2715.574874 = -494241.531609
  nChanged 181
		SP:Iteration 6Q (218621.310000 sec): 3 clusters
  Score: Raw -497069.606911 + Penalty 2715.574874 = -494354.032037
  nChanged 138
		SP:Iteration 7Q (218621.380000 sec): 3 clusters
  Score: Raw -497141.018586 + Penalty 2715.574874 = -494425.443712
  nChanged 121
		SP:Iteration 8Q (218621.460000 sec): 3 clusters
  Score: Raw -497196.565881 + Penalty 2715.574874 = -494480.991007
  nChanged 96
		SP:Iteration 9Q (218621.540000 sec): 3 clusters
  Score: Raw -497239.780142 + Penalty 2715.574874 = -494524.205269
  nChanged 91
		SP:Iteration 10Q (218621.610000 sec): 3 clusters
  Score: Raw -497277.550527 + Penalty 2715.574874 = -494561.975653
  nChanged 82
		SP:Iteration 11Q (218621.690000 sec): 3 clusters
  Score: Raw -497315.694004 + Penalty 2715.574874 = -494600.119131
  nChanged 77
		SP:Iteration 12Q (218621.760000 sec): 3 clusters
  Score: Raw -497351.756258 + Penalty 2715.574874 = -494636.181385
  nChanged 88
		SP:Iteration 13Q (218621.840000 sec): 3 clusters
  Score: Raw -497398.313730 + Penalty 2715.574874 = -494682.738856
  nChanged 92
		SP:Iteration 14Q (218621.920000 sec): 3 clusters
  Score: Raw -497452.118396 + Penalty 2715.574874 = -494736.543523
  nChanged 98
		SP:Iteration 15Q (218621.990000 sec): 3 clusters
  Score: Raw -497503.607701 + Penalty 2715.574874 = -494788.032828
  nChanged 85
		SP:Iteration 16Q (218622.060000 sec): 3 clusters
  Score: Raw -497548.325330 + Penalty 2715.574874 = -494832.750456
  nChanged 64
		SP:Iteration 17Q (218622.140000 sec): 3 clusters
  Score: Raw -497581.063329 + Penalty 2715.574874 = -494865.488455
  nChanged 51
		SP:Iteration 18Q (218622.220000 sec): 3 clusters
  Score: Raw -497610.750717 + Penalty 2715.574874 = -494895.175844
  nChanged 42
		SP:Iteration 19Q (218622.290000 sec): 3 clusters
  Score: Raw -497629.876790 + Penalty 2715.574874 = -494914.301916
  nChanged 23
		SP:Iteration 20F (218622.360000 sec): 3 clusters
  Score: Raw -497639.607221 + Penalty 2715.574874 = -494924.032347
  nChanged 23
		SP:Iteration 21Q (218622.440000 sec): 3 clusters
  Score: Raw -497650.645593 + Penalty 2715.574874 = -494935.070719
  nChanged 21
		SP:Iteration 22Q (218622.520000 sec): 3 clusters
  Score: Raw -497659.875639 + Penalty 2715.574874 = -494944.300766
  nChanged 23
		SP:Iteration 23Q (218622.590000 sec): 3 clusters
  Score: Raw -497670.251925 + Penalty 2715.574874 = -494954.677051
  nChanged 18
		SP:Iteration 24Q (218622.660000 sec): 3 clusters
  Score: Raw -497680.000122 + Penalty 2715.574874 = -494964.425248
  nChanged 23
		SP:Iteration 25Q (218622.740000 sec): 3 clusters
  Score: Raw -497691.222135 + Penalty 2715.574874 = -494975.647261
  nChanged 18
		SP:Iteration 26Q (218622.810000 sec): 3 clusters
  Score: Raw -497698.669112 + Penalty 2715.574874 = -494983.094238
  nChanged 14
		SP:Iteration 27Q (218622.880000 sec): 3 clusters
  Score: Raw -497703.178266 + Penalty 2715.574874 = -494987.603392
  nChanged 11
		SP:Iteration 28Q (218622.960000 sec): 3 clusters
  Score: Raw -497706.683419 + Penalty 2715.574874 = -494991.108545
  nChanged 13
		SP:Iteration 29Q (218623.030000 sec): 3 clusters
  Score: Raw -497711.742693 + Penalty 2715.574874 = -494996.167820
  nChanged 7
		SP:Iteration 30Q (218623.100000 sec): 3 clusters
  Score: Raw -497714.552890 + Penalty 2715.574874 = -494998.978016
  nChanged 7
		SP:Iteration 31Q (218623.180000 sec): 3 clusters
  Score: Raw -497717.306954 + Penalty 2715.574874 = -495001.732081
  nChanged 3
		SP:Iteration 32Q (218623.250000 sec): 3 clusters
  Score: Raw -497719.598947 + Penalty 2715.574874 = -495004.024073
  nChanged 5
		SP:Iteration 33Q (218623.330000 sec): 3 clusters
  Score: Raw -497721.972187 + Penalty 2715.574874 = -495006.397314
  nChanged 4
		SP:Iteration 34Q (218623.400000 sec): 3 clusters
  Score: Raw -497723.470106 + Penalty 2715.574874 = -495007.895233
  nChanged 2
		SP:Iteration 35Q (218623.470000 sec): 3 clusters
  Score: Raw -497724.757025 + Penalty 2715.574874 = -495009.182151
  nChanged 4
		SP:Iteration 36Q (218623.550000 sec): 3 clusters
  Score: Raw -497725.919228 + Penalty 2715.574874 = -495010.344354
  nChanged 3
		SP:Iteration 37Q (218623.620000 sec): 3 clusters
  Score: Raw -497726.733232 + Penalty 2715.574874 = -495011.158358
  nChanged 1
		SP:Iteration 38Q (218623.690000 sec): 3 clusters
  Score: Raw -497726.923972 + Penalty 2715.574874 = -495011.349098
  nChanged 1
		SP:Iteration 39Q (218623.770000 sec): 3 clusters
  Score: Raw -497727.303398 + Penalty 2715.574874 = -495011.728524
  nChanged 0
		SP:Iteration 40F (218623.840000 sec): 3 clusters
  Score: Raw -497727.303398 + Penalty 2715.574874 = -495011.728524
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 110 (2353 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (218623.910000 sec): 2 clusters
  Score: Raw -262516.418438 + Penalty 1261.560038 = -261254.858400
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (218623.950000 sec): 3 clusters
  Score: Raw -261468.981219 + Penalty 2523.120076 = -258945.861143
  nChanged 879
		SP:Iteration 1F (218624.000000 sec): 3 clusters
  Score: Raw -262059.558163 + Penalty 2523.120076 = -259536.438086
  nChanged 199
		SP:Iteration 2F (218624.040000 sec): 3 clusters
  Score: Raw -262209.184038 + Penalty 2523.120076 = -259686.063962
  nChanged 133
		SP:Iteration 3F (218624.090000 sec): 3 clusters
  Score: Raw -262326.816563 + Penalty 2523.120076 = -259803.696487
  nChanged 97
		SP:Iteration 4Q (218624.130000 sec): 3 clusters
  Score: Raw -262403.277115 + Penalty 2523.120076 = -259880.157039
  nChanged 96
		SP:Iteration 5Q (218624.170000 sec): 3 clusters
  Score: Raw -262487.496338 + Penalty 2523.120076 = -259964.376262
  nChanged 80
		SP:Iteration 6Q (218624.220000 sec): 3 clusters
  Score: Raw -262544.796374 + Penalty 2523.120076 = -260021.676297
  nChanged 67
		SP:Iteration 7Q (218624.260000 sec): 3 clusters
  Score: Raw -262589.119530 + Penalty 2523.120076 = -260065.999454
  nChanged 59
		SP:Iteration 8Q (218624.300000 sec): 3 clusters
  Score: Raw -262629.974613 + Penalty 2523.120076 = -260106.854537
  nChanged 44
		SP:Iteration 9Q (218624.340000 sec): 3 clusters
  Score: Raw -262650.671914 + Penalty 2523.120076 = -260127.551838
  nChanged 34
		SP:Iteration 10Q (218624.380000 sec): 3 clusters
  Score: Raw -262669.113185 + Penalty 2523.120076 = -260145.993109
  nChanged 26
		SP:Iteration 11Q (218624.430000 sec): 3 clusters
  Score: Raw -262678.345477 + Penalty 2523.120076 = -260155.225400
  nChanged 17
		SP:Iteration 12Q (218624.470000 sec): 3 clusters
  Score: Raw -262686.017575 + Penalty 2523.120076 = -260162.897499
  nChanged 17
		SP:Iteration 13Q (218624.510000 sec): 3 clusters
  Score: Raw -262700.203749 + Penalty 2523.120076 = -260177.083673
  nChanged 23
		SP:Iteration 14Q (218624.560000 sec): 3 clusters
  Score: Raw -262712.127227 + Penalty 2523.120076 = -260189.007151
  nChanged 25
		SP:Iteration 15Q (218624.600000 sec): 3 clusters
  Score: Raw -262728.457378 + Penalty 2523.120076 = -260205.337302
  nChanged 32
		SP:Iteration 16Q (218624.640000 sec): 3 clusters
  Score: Raw -262745.830360 + Penalty 2523.120076 = -260222.710283
  nChanged 25
		SP:Iteration 17Q (218624.680000 sec): 3 clusters
  Score: Raw -262756.757581 + Penalty 2523.120076 = -260233.637504
  nChanged 20
		SP:Iteration 18Q (218624.720000 sec): 3 clusters
  Score: Raw -262765.165527 + Penalty 2523.120076 = -260242.045450
  nChanged 15
		SP:Iteration 19Q (218624.770000 sec): 3 clusters
  Score: Raw -262771.618395 + Penalty 2523.120076 = -260248.498318
  nChanged 15
		SP:Iteration 20F (218624.810000 sec): 3 clusters
  Score: Raw -262776.616530 + Penalty 2523.120076 = -260253.496453
  nChanged 10
		SP:Iteration 21Q (218624.850000 sec): 3 clusters
  Score: Raw -262782.232053 + Penalty 2523.120076 = -260259.111976
  nChanged 14
		SP:Iteration 22Q (218624.900000 sec): 3 clusters
  Score: Raw -262789.195838 + Penalty 2523.120076 = -260266.075762
  nChanged 13
		SP:Iteration 23Q (218624.940000 sec): 3 clusters
  Score: Raw -262794.082512 + Penalty 2523.120076 = -260270.962436
  nChanged 7
		SP:Iteration 24Q (218624.980000 sec): 3 clusters
  Score: Raw -262796.812145 + Penalty 2523.120076 = -260273.692069
  nChanged 8
		SP:Iteration 25Q (218625.020000 sec): 3 clusters
  Score: Raw -262798.987485 + Penalty 2523.120076 = -260275.867409
  nChanged 8
		SP:Iteration 26Q (218625.060000 sec): 3 clusters
  Score: Raw -262802.280913 + Penalty 2523.120076 = -260279.160836
  nChanged 7
		SP:Iteration 27Q (218625.110000 sec): 3 clusters
  Score: Raw -262804.745686 + Penalty 2523.120076 = -260281.625609
  nChanged 6
		SP:Iteration 28Q (218625.150000 sec): 3 clusters
  Score: Raw -262806.238123 + Penalty 2523.120076 = -260283.118047
  nChanged 3
		SP:Iteration 29Q (218625.190000 sec): 3 clusters
  Score: Raw -262807.119704 + Penalty 2523.120076 = -260283.999628
  nChanged 2
		SP:Iteration 30Q (218625.240000 sec): 3 clusters
  Score: Raw -262807.447082 + Penalty 2523.120076 = -260284.327005
  nChanged 1
		SP:Iteration 31Q (218625.280000 sec): 3 clusters
  Score: Raw -262807.827119 + Penalty 2523.120076 = -260284.707043
  nChanged 0
		SP:Iteration 32F (218625.320000 sec): 3 clusters
  Score: Raw -262807.827119 + Penalty 2523.120076 = -260284.707043
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 111 (3978 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (218625.400000 sec): 2 clusters
  Score: Raw -463785.194191 + Penalty 1346.886850 = -462438.307341
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (218625.470000 sec): 3 clusters
  Score: Raw -461789.549008 + Penalty 2693.773699 = -459095.775308
  nChanged 1570
		SP:Iteration 1F (218625.540000 sec): 3 clusters
  Score: Raw -462742.745304 + Penalty 2693.773699 = -460048.971604
  nChanged 329
		SP:Iteration 2F (218625.620000 sec): 3 clusters
  Score: Raw -462932.207689 + Penalty 2693.773699 = -460238.433990
  nChanged 219
		SP:Iteration 3F (218625.690000 sec): 3 clusters
  Score: Raw -463065.978514 + Penalty 2693.773699 = -460372.204815
  nChanged 188
		SP:Iteration 4Q (218625.760000 sec): 3 clusters
  Score: Raw -463190.765466 + Penalty 2693.773699 = -460496.991767
  nChanged 173
		SP:Iteration 5Q (218625.830000 sec): 3 clusters
  Score: Raw -463293.890641 + Penalty 2693.773699 = -460600.116942
  nChanged 154
		SP:Iteration 6Q (218625.900000 sec): 3 clusters
  Score: Raw -463388.640005 + Penalty 2693.773699 = -460694.866305
  nChanged 119
		SP:Iteration 7Q (218625.980000 sec): 3 clusters
  Score: Raw -463460.014257 + Penalty 2693.773699 = -460766.240558
  nChanged 116
		SP:Iteration 8Q (218626.050000 sec): 3 clusters
  Score: Raw -463536.784850 + Penalty 2693.773699 = -460843.011150
  nChanged 114
		SP:Iteration 9Q (218626.120000 sec): 3 clusters
  Score: Raw -463618.498170 + Penalty 2693.773699 = -460924.724471
  nChanged 116
		SP:Iteration 10Q (218626.190000 sec): 3 clusters
  Score: Raw -463702.147166 + Penalty 2693.773699 = -461008.373466
  nChanged 104
		SP:Iteration 11Q (218626.260000 sec): 3 clusters
  Score: Raw -463765.222862 + Penalty 2693.773699 = -461071.449163
  nChanged 87
		SP:Iteration 12Q (218626.330000 sec): 3 clusters
  Score: Raw -463807.423215 + Penalty 2693.773699 = -461113.649516
  nChanged 54
		SP:Iteration 13Q (218626.400000 sec): 3 clusters
  Score: Raw -463837.809823 + Penalty 2693.773699 = -461144.036124
  nChanged 47
		SP:Iteration 14Q (218626.480000 sec): 3 clusters
  Score: Raw -463861.475103 + Penalty 2693.773699 = -461167.701404
  nChanged 45
		SP:Iteration 15Q (218626.550000 sec): 3 clusters
  Score: Raw -463891.164213 + Penalty 2693.773699 = -461197.390514
  nChanged 42
		SP:Iteration 16Q (218626.620000 sec): 3 clusters
  Score: Raw -463915.091158 + Penalty 2693.773699 = -461221.317459
  nChanged 36
		SP:Iteration 17Q (218626.690000 sec): 3 clusters
  Score: Raw -463935.261277 + Penalty 2693.773699 = -461241.487577
  nChanged 42
		SP:Iteration 18Q (218626.760000 sec): 3 clusters
  Score: Raw -463959.565620 + Penalty 2693.773699 = -461265.791921
  nChanged 31
		SP:Iteration 19Q (218626.830000 sec): 3 clusters
  Score: Raw -463973.751222 + Penalty 2693.773699 = -461279.977522
  nChanged 42
		SP:Iteration 20F (218626.900000 sec): 3 clusters
  Score: Raw -463994.177183 + Penalty 2693.773699 = -461300.403484
  nChanged 40
		SP:Iteration 21Q (218626.970000 sec): 3 clusters
  Score: Raw -464017.279746 + Penalty 2693.773699 = -461323.506047
  nChanged 37
		SP:Iteration 22Q (218627.040000 sec): 3 clusters
  Score: Raw -464037.279537 + Penalty 2693.773699 = -461343.505838
  nChanged 31
		SP:Iteration 23Q (218627.110000 sec): 3 clusters
  Score: Raw -464051.385145 + Penalty 2693.773699 = -461357.611446
  nChanged 23
		SP:Iteration 24Q (218627.180000 sec): 3 clusters
  Score: Raw -464060.848172 + Penalty 2693.773699 = -461367.074473
  nChanged 18
		SP:Iteration 25Q (218627.240000 sec): 3 clusters
  Score: Raw -464072.330368 + Penalty 2693.773699 = -461378.556669
  nChanged 11
		SP:Iteration 26Q (218627.320000 sec): 3 clusters
  Score: Raw -464075.580022 + Penalty 2693.773699 = -461381.806322
  nChanged 6
		SP:Iteration 27Q (218627.380000 sec): 3 clusters
  Score: Raw -464077.751498 + Penalty 2693.773699 = -461383.977799
  nChanged 9
		SP:Iteration 28Q (218627.450000 sec): 3 clusters
  Score: Raw -464080.964999 + Penalty 2693.773699 = -461387.191299
  nChanged 4
		SP:Iteration 29Q (218627.520000 sec): 3 clusters
  Score: Raw -464083.532090 + Penalty 2693.773699 = -461389.758391
  nChanged 13
		SP:Iteration 30Q (218627.590000 sec): 3 clusters
  Score: Raw -464091.059310 + Penalty 2693.773699 = -461397.285611
  nChanged 8
		SP:Iteration 31Q (218627.660000 sec): 3 clusters
  Score: Raw -464095.270177 + Penalty 2693.773699 = -461401.496477
  nChanged 4
		SP:Iteration 32Q (218627.730000 sec): 3 clusters
  Score: Raw -464097.051453 + Penalty 2693.773699 = -461403.277754
  nChanged 9
		SP:Iteration 33Q (218627.800000 sec): 3 clusters
  Score: Raw -464102.128331 + Penalty 2693.773699 = -461408.354631
  nChanged 12
		SP:Iteration 34Q (218627.870000 sec): 3 clusters
  Score: Raw -464105.734609 + Penalty 2693.773699 = -461411.960909
  nChanged 7
		SP:Iteration 35Q (218627.940000 sec): 3 clusters
  Score: Raw -464108.584116 + Penalty 2693.773699 = -461414.810416
  nChanged 5
		SP:Iteration 36Q (218628.000000 sec): 3 clusters
  Score: Raw -464110.328487 + Penalty 2693.773699 = -461416.554788
  nChanged 5
		SP:Iteration 37Q (218628.070000 sec): 3 clusters
  Score: Raw -464112.644837 + Penalty 2693.773699 = -461418.871138
  nChanged 4
		SP:Iteration 38Q (218628.140000 sec): 3 clusters
  Score: Raw -464115.786826 + Penalty 2693.773699 = -461422.013127
  nChanged 5
		SP:Iteration 39Q (218628.210000 sec): 3 clusters
  Score: Raw -464118.592986 + Penalty 2693.773699 = -461424.819286
  nChanged 3
		SP:Iteration 40F (218628.280000 sec): 3 clusters
  Score: Raw -464120.717767 + Penalty 2693.773699 = -461426.944068
  nChanged 6
		SP:Iteration 41Q (218628.350000 sec): 3 clusters
  Score: Raw -464125.735829 + Penalty 2693.773699 = -461431.962130
  nChanged 9
		SP:Iteration 42Q (218628.420000 sec): 3 clusters
  Score: Raw -464131.551363 + Penalty 2693.773699 = -461437.777663
  nChanged 9
		SP:Iteration 43Q (218628.490000 sec): 3 clusters
  Score: Raw -464138.658604 + Penalty 2693.773699 = -461444.884905
  nChanged 11
		SP:Iteration 44Q (218628.560000 sec): 3 clusters
  Score: Raw -464144.840437 + Penalty 2693.773699 = -461451.066738
  nChanged 12
		SP:Iteration 45Q (218628.630000 sec): 3 clusters
  Score: Raw -464149.848711 + Penalty 2693.773699 = -461456.075011
  nChanged 10
		SP:Iteration 46Q (218628.700000 sec): 3 clusters
  Score: Raw -464156.074458 + Penalty 2693.773699 = -461462.300759
  nChanged 10
		SP:Iteration 47Q (218628.770000 sec): 3 clusters
  Score: Raw -464162.040078 + Penalty 2693.773699 = -461468.266378
  nChanged 9
		SP:Iteration 48Q (218628.840000 sec): 3 clusters
  Score: Raw -464167.630693 + Penalty 2693.773699 = -461473.856994
  nChanged 6
		SP:Iteration 49Q (218628.900000 sec): 3 clusters
  Score: Raw -464170.714962 + Penalty 2693.773699 = -461476.941262
  nChanged 6
		SP:Iteration 50Q (218628.970000 sec): 3 clusters
  Score: Raw -464173.434627 + Penalty 2693.773699 = -461479.660928
  nChanged 7
		SP:Iteration 51Q (218629.040000 sec): 3 clusters
  Score: Raw -464177.551060 + Penalty 2693.773699 = -461483.777360
  nChanged 6
		SP:Iteration 52Q (218629.110000 sec): 3 clusters
  Score: Raw -464180.584773 + Penalty 2693.773699 = -461486.811074
  nChanged 6
		SP:Iteration 53Q (218629.180000 sec): 3 clusters
  Score: Raw -464183.953821 + Penalty 2693.773699 = -461490.180122
  nChanged 6
		SP:Iteration 54Q (218629.250000 sec): 3 clusters
  Score: Raw -464185.897771 + Penalty 2693.773699 = -461492.124072
  nChanged 2
		SP:Iteration 55Q (218629.320000 sec): 3 clusters
  Score: Raw -464186.514444 + Penalty 2693.773699 = -461492.740745
  nChanged 6
		SP:Iteration 56Q (218629.380000 sec): 3 clusters
  Score: Raw -464188.879184 + Penalty 2693.773699 = -461495.105485
  nChanged 3
		SP:Iteration 57Q (218629.460000 sec): 3 clusters
  Score: Raw -464189.745561 + Penalty 2693.773699 = -461495.971862
  nChanged 3
		SP:Iteration 58Q (218629.520000 sec): 3 clusters
  Score: Raw -464191.845654 + Penalty 2693.773699 = -461498.071955
  nChanged 4
		SP:Iteration 59Q (218629.590000 sec): 3 clusters
  Score: Raw -464194.088423 + Penalty 2693.773699 = -461500.314723
  nChanged 3
		SP:Iteration 60F (218629.660000 sec): 3 clusters
  Score: Raw -464195.724826 + Penalty 2693.773699 = -461501.951126
  nChanged 3
		SP:Iteration 61Q (218629.730000 sec): 3 clusters
  Score: Raw -464198.436066 + Penalty 2693.773699 = -461504.662366
  nChanged 3
		SP:Iteration 62Q (218629.800000 sec): 3 clusters
  Score: Raw -464200.982150 + Penalty 2693.773699 = -461507.208451
  nChanged 5
		SP:Iteration 63Q (218629.860000 sec): 3 clusters
  Score: Raw -464203.757595 + Penalty 2693.773699 = -461509.983896
  nChanged 9
		SP:Iteration 64Q (218629.930000 sec): 3 clusters
  Score: Raw -464210.588870 + Penalty 2693.773699 = -461516.815171
  nChanged 5
		SP:Iteration 65Q (218630.000000 sec): 3 clusters
  Score: Raw -464213.320144 + Penalty 2693.773699 = -461519.546445
  nChanged 5
		SP:Iteration 66Q (218630.070000 sec): 3 clusters
  Score: Raw -464215.888645 + Penalty 2693.773699 = -461522.114946
  nChanged 4
		SP:Iteration 67Q (218630.140000 sec): 3 clusters
  Score: Raw -464217.361402 + Penalty 2693.773699 = -461523.587702
  nChanged 3
		SP:Iteration 68Q (218630.210000 sec): 3 clusters
  Score: Raw -464218.274792 + Penalty 2693.773699 = -461524.501093
  nChanged 1
		SP:Iteration 69Q (218630.280000 sec): 3 clusters
  Score: Raw -464218.426454 + Penalty 2693.773699 = -461524.652754
  nChanged 1
		SP:Iteration 70Q (218630.340000 sec): 3 clusters
  Score: Raw -464219.026574 + Penalty 2693.773699 = -461525.252875
  nChanged 2
		SP:Iteration 71Q (218630.410000 sec): 3 clusters
  Score: Raw -464220.371109 + Penalty 2693.773699 = -461526.597410
  nChanged 3
		SP:Iteration 72Q (218630.480000 sec): 3 clusters
  Score: Raw -464224.242922 + Penalty 2693.773699 = -461530.469223
  nChanged 10
		SP:Iteration 73Q (218630.550000 sec): 3 clusters
  Score: Raw -464229.266401 + Penalty 2693.773699 = -461535.492702
  nChanged 6
		SP:Iteration 74Q (218630.620000 sec): 3 clusters
  Score: Raw -464232.348970 + Penalty 2693.773699 = -461538.575271
  nChanged 7
		SP:Iteration 75Q (218630.690000 sec): 3 clusters
  Score: Raw -464237.065523 + Penalty 2693.773699 = -461543.291823
  nChanged 3
		SP:Iteration 76Q (218630.760000 sec): 3 clusters
  Score: Raw -464238.865844 + Penalty 2693.773699 = -461545.092145
  nChanged 1
		SP:Iteration 77Q (218630.820000 sec): 3 clusters
  Score: Raw -464239.099825 + Penalty 2693.773699 = -461545.326125
  nChanged 0
		SP:Iteration 78F (218630.900000 sec): 3 clusters
  Score: Raw -464239.099825 + Penalty 2693.773699 = -461545.326125
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 112 (720 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (218630.960000 sec): 2 clusters
  Score: Raw -84178.076696 + Penalty 1069.128322 = -83108.948374
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (218630.970000 sec): 3 clusters
  Score: Raw -84022.472382 + Penalty 2138.256644 = -81884.215738
  nChanged 203
		SP:Iteration 1F (218630.980000 sec): 3 clusters
  Score: Raw -84237.306913 + Penalty 2138.256644 = -82099.050269
  nChanged 47
		SP:Iteration 2F (218631.000000 sec): 3 clusters
  Score: Raw -84306.899370 + Penalty 2138.256644 = -82168.642726
  nChanged 38
		SP:Iteration 3F (218631.010000 sec): 3 clusters
  Score: Raw -84374.134619 + Penalty 2138.256644 = -82235.877975
  nChanged 21
		SP:Iteration 4Q (218631.030000 sec): 3 clusters
  Score: Raw -84404.161498 + Penalty 2138.256644 = -82265.904854
  nChanged 12
		SP:Iteration 5Q (218631.040000 sec): 3 clusters
  Score: Raw -84413.020034 + Penalty 2138.256644 = -82274.763390
  nChanged 6
		SP:Iteration 6Q (218631.060000 sec): 3 clusters
  Score: Raw -84425.859970 + Penalty 2138.256644 = -82287.603326
  nChanged 6
		SP:Iteration 7Q (218631.070000 sec): 3 clusters
  Score: Raw -84441.343405 + Penalty 2138.256644 = -82303.086761
  nChanged 9
		SP:Iteration 8Q (218631.080000 sec): 3 clusters
  Score: Raw -84447.370013 + Penalty 2138.256644 = -82309.113369
  nChanged 4
		SP:Iteration 9Q (218631.100000 sec): 3 clusters
  Score: Raw -84451.786596 + Penalty 2138.256644 = -82313.529952
  nChanged 3
		SP:Iteration 10Q (218631.110000 sec): 3 clusters
  Score: Raw -84454.658765 + Penalty 2138.256644 = -82316.402121
  nChanged 5
		SP:Iteration 11Q (218631.130000 sec): 3 clusters
  Score: Raw -84458.624935 + Penalty 2138.256644 = -82320.368291
  nChanged 5
		SP:Iteration 12Q (218631.140000 sec): 3 clusters
  Score: Raw -84462.058682 + Penalty 2138.256644 = -82323.802038
  nChanged 1
		SP:Iteration 13Q (218631.160000 sec): 3 clusters
  Score: Raw -84462.756927 + Penalty 2138.256644 = -82324.500283
  nChanged 0
		SP:Iteration 14F (218631.170000 sec): 3 clusters
  Score: Raw -84462.756927 + Penalty 2138.256644 = -82324.500283
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 113 (4064 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (218631.250000 sec): 2 clusters
  Score: Raw -466813.893521 + Penalty 1350.362486 = -465463.531036
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (218631.330000 sec): 3 clusters
  Score: Raw -464827.884651 + Penalty 2700.724972 = -462127.159680
  nChanged 1599
		SP:Iteration 1F (218631.420000 sec): 3 clusters
  Score: Raw -465743.672320 + Penalty 2700.724972 = -463042.947348
  nChanged 297
		SP:Iteration 2F (218631.490000 sec): 3 clusters
  Score: Raw -465923.343893 + Penalty 2700.724972 = -463222.618922
  nChanged 222
		SP:Iteration 3F (218631.560000 sec): 3 clusters
  Score: Raw -466058.764973 + Penalty 2700.724972 = -463358.040001
  nChanged 159
		SP:Iteration 4Q (218631.640000 sec): 3 clusters
  Score: Raw -466160.904986 + Penalty 2700.724972 = -463460.180015
  nChanged 142
		SP:Iteration 5Q (218631.710000 sec): 3 clusters
  Score: Raw -466254.025611 + Penalty 2700.724972 = -463553.300639
  nChanged 142
		SP:Iteration 6Q (218631.780000 sec): 3 clusters
  Score: Raw -466333.315948 + Penalty 2700.724972 = -463632.590977
  nChanged 126
		SP:Iteration 7Q (218631.850000 sec): 3 clusters
  Score: Raw -466405.960971 + Penalty 2700.724972 = -463705.236000
  nChanged 124
		SP:Iteration 8Q (218631.930000 sec): 3 clusters
  Score: Raw -466478.067047 + Penalty 2700.724972 = -463777.342075
  nChanged 120
		SP:Iteration 9Q (218632.000000 sec): 3 clusters
  Score: Raw -466556.406936 + Penalty 2700.724972 = -463855.681964
  nChanged 131
		SP:Iteration 10Q (218632.070000 sec): 3 clusters
  Score: Raw -466635.822015 + Penalty 2700.724972 = -463935.097044
  nChanged 113
		SP:Iteration 11Q (218632.140000 sec): 3 clusters
  Score: Raw -466700.905519 + Penalty 2700.724972 = -464000.180547
  nChanged 105
		SP:Iteration 12Q (218632.220000 sec): 3 clusters
  Score: Raw -466757.984318 + Penalty 2700.724972 = -464057.259346
  nChanged 86
		SP:Iteration 13Q (218632.290000 sec): 3 clusters
  Score: Raw -466799.698056 + Penalty 2700.724972 = -464098.973085
  nChanged 73
		SP:Iteration 14Q (218632.360000 sec): 3 clusters
  Score: Raw -466843.664081 + Penalty 2700.724972 = -464142.939110
  nChanged 89
		SP:Iteration 15Q (218632.440000 sec): 3 clusters
  Score: Raw -466903.306627 + Penalty 2700.724972 = -464202.581655
  nChanged 93
		SP:Iteration 16Q (218632.510000 sec): 3 clusters
  Score: Raw -466969.718528 + Penalty 2700.724972 = -464268.993557
  nChanged 87
		SP:Iteration 17Q (218632.580000 sec): 3 clusters
  Score: Raw -467024.440440 + Penalty 2700.724972 = -464323.715469
  nChanged 60
		SP:Iteration 18Q (218632.650000 sec): 3 clusters
  Score: Raw -467064.649466 + Penalty 2700.724972 = -464363.924494
  nChanged 51
		SP:Iteration 19Q (218632.720000 sec): 3 clusters
  Score: Raw -467094.238878 + Penalty 2700.724972 = -464393.513906
  nChanged 43
		SP:Iteration 20F (218632.800000 sec): 3 clusters
  Score: Raw -467118.233969 + Penalty 2700.724972 = -464417.508997
  nChanged 44
		SP:Iteration 21Q (218632.870000 sec): 3 clusters
  Score: Raw -467140.994169 + Penalty 2700.724972 = -464440.269198
  nChanged 34
		SP:Iteration 22Q (218632.940000 sec): 3 clusters
  Score: Raw -467157.239717 + Penalty 2700.724972 = -464456.514746
  nChanged 30
		SP:Iteration 23Q (218633.010000 sec): 3 clusters
  Score: Raw -467171.108840 + Penalty 2700.724972 = -464470.383868
  nChanged 22
		SP:Iteration 24Q (218633.080000 sec): 3 clusters
  Score: Raw -467179.198316 + Penalty 2700.724972 = -464478.473344
  nChanged 13
		SP:Iteration 25Q (218633.160000 sec): 3 clusters
  Score: Raw -467183.896942 + Penalty 2700.724972 = -464483.171971
  nChanged 11
		SP:Iteration 26Q (218633.230000 sec): 3 clusters
  Score: Raw -467188.179973 + Penalty 2700.724972 = -464487.455001
  nChanged 9
		SP:Iteration 27Q (218633.300000 sec): 3 clusters
  Score: Raw -467190.792909 + Penalty 2700.724972 = -464490.067938
  nChanged 4
		SP:Iteration 28Q (218633.370000 sec): 3 clusters
  Score: Raw -467191.629989 + Penalty 2700.724972 = -464490.905018
  nChanged 1
		SP:Iteration 29Q (218633.440000 sec): 3 clusters
  Score: Raw -467192.033728 + Penalty 2700.724972 = -464491.308756
  nChanged 3
		SP:Iteration 30Q (218633.520000 sec): 3 clusters
  Score: Raw -467192.708675 + Penalty 2700.724972 = -464491.983703
  nChanged 4
		SP:Iteration 31Q (218633.590000 sec): 3 clusters
  Score: Raw -467193.976238 + Penalty 2700.724972 = -464493.251267
  nChanged 6
		SP:Iteration 32Q (218633.660000 sec): 3 clusters
  Score: Raw -467195.937794 + Penalty 2700.724972 = -464495.212823
  nChanged 6
		SP:Iteration 33Q (218633.730000 sec): 3 clusters
  Score: Raw -467198.071324 + Penalty 2700.724972 = -464497.346353
  nChanged 5
		SP:Iteration 34Q (218633.800000 sec): 3 clusters
  Score: Raw -467199.621814 + Penalty 2700.724972 = -464498.896843
  nChanged 3
		SP:Iteration 35Q (218633.870000 sec): 3 clusters
  Score: Raw -467200.197812 + Penalty 2700.724972 = -464499.472841
  nChanged 3
		SP:Iteration 36Q (218633.940000 sec): 3 clusters
  Score: Raw -467201.083438 + Penalty 2700.724972 = -464500.358467
  nChanged 7
		SP:Iteration 37Q (218634.020000 sec): 3 clusters
  Score: Raw -467202.976379 + Penalty 2700.724972 = -464502.251407
  nChanged 6
		SP:Iteration 38Q (218634.090000 sec): 3 clusters
  Score: Raw -467204.585204 + Penalty 2700.724972 = -464503.860233
  nChanged 2
		SP:Iteration 39Q (218634.160000 sec): 3 clusters
  Score: Raw -467204.882571 + Penalty 2700.724972 = -464504.157599
  nChanged 1
		SP:Iteration 40F (218634.230000 sec): 3 clusters
  Score: Raw -467205.079533 + Penalty 2700.724972 = -464504.354562
  nChanged 2
		SP:Iteration 41Q (218634.300000 sec): 3 clusters
  Score: Raw -467205.464410 + Penalty 2700.724972 = -464504.739439
  nChanged 1
		SP:Iteration 42Q (218634.380000 sec): 3 clusters
  Score: Raw -467205.699487 + Penalty 2700.724972 = -464504.974515
  nChanged 2
		SP:Iteration 43Q (218634.450000 sec): 3 clusters
  Score: Raw -467206.457390 + Penalty 2700.724972 = -464505.732418
  nChanged 3
		SP:Iteration 44Q (218634.520000 sec): 3 clusters
  Score: Raw -467207.447064 + Penalty 2700.724972 = -464506.722093
  nChanged 1
		SP:Iteration 45Q (218634.590000 sec): 3 clusters
  Score: Raw -467207.592806 + Penalty 2700.724972 = -464506.867834
  nChanged 1
		SP:Iteration 46Q (218634.660000 sec): 3 clusters
  Score: Raw -467207.877095 + Penalty 2700.724972 = -464507.152123
  nChanged 4
		SP:Iteration 47Q (218634.740000 sec): 3 clusters
  Score: Raw -467209.058303 + Penalty 2700.724972 = -464508.333331
  nChanged 2
		SP:Iteration 48Q (218634.810000 sec): 3 clusters
  Score: Raw -467209.259478 + Penalty 2700.724972 = -464508.534507
  nChanged 0
		SP:Iteration 49F (218634.880000 sec): 3 clusters
  Score: Raw -467209.259478 + Penalty 2700.724972 = -464508.534507
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 114 (7470 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (218634.990000 sec): 2 clusters
  Score: Raw -892830.254586 + Penalty 1449.280670 = -891380.973916
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (218635.120000 sec): 3 clusters
  Score: Raw -888724.393912 + Penalty 2898.561340 = -885825.832572
  nChanged 3218
		SP:Iteration 1F (218635.240000 sec): 3 clusters
  Score: Raw -890638.944330 + Penalty 2898.561340 = -887740.382989
  nChanged 570
		SP:Iteration 2F (218635.340000 sec): 3 clusters
  Score: Raw -890991.112409 + Penalty 2898.561340 = -888092.551068
  nChanged 441
		SP:Iteration 3F (218635.460000 sec): 3 clusters
  Score: Raw -891231.690542 + Penalty 2898.561340 = -888333.129201
  nChanged 353
		SP:Iteration 4Q (218635.580000 sec): 3 clusters
  Score: Raw -891418.374601 + Penalty 2898.561340 = -888519.813261
  nChanged 314
		SP:Iteration 5Q (218635.700000 sec): 3 clusters
  Score: Raw -891607.907805 + Penalty 2898.561340 = -888709.346465
  nChanged 311
		SP:Iteration 6Q (218635.830000 sec): 3 clusters
  Score: Raw -891809.147340 + Penalty 2898.561340 = -888910.586000
  nChanged 319
		SP:Iteration 7Q (218635.950000 sec): 3 clusters
  Score: Raw -892010.201352 + Penalty 2898.561340 = -889111.640012
  nChanged 311
		SP:Iteration 8Q (218636.070000 sec): 3 clusters
  Score: Raw -892224.206076 + Penalty 2898.561340 = -889325.644736
  nChanged 314
		SP:Iteration 9Q (218636.190000 sec): 3 clusters
  Score: Raw -892432.073542 + Penalty 2898.561340 = -889533.512202
  nChanged 275
		SP:Iteration 10Q (218636.310000 sec): 3 clusters
  Score: Raw -892629.395547 + Penalty 2898.561340 = -889730.834206
  nChanged 244
		SP:Iteration 11Q (218636.430000 sec): 3 clusters
  Score: Raw -892802.175875 + Penalty 2898.561340 = -889903.614534
  nChanged 207
		SP:Iteration 12Q (218636.550000 sec): 3 clusters
  Score: Raw -892945.487105 + Penalty 2898.561340 = -890046.925765
  nChanged 179
		SP:Iteration 13Q (218636.670000 sec): 3 clusters
  Score: Raw -893063.964867 + Penalty 2898.561340 = -890165.403527
  nChanged 150
		SP:Iteration 14Q (218636.790000 sec): 3 clusters
  Score: Raw -893171.164648 + Penalty 2898.561340 = -890272.603307
  nChanged 147
		SP:Iteration 15Q (218636.910000 sec): 3 clusters
  Score: Raw -893287.250009 + Penalty 2898.561340 = -890388.688669
  nChanged 109
		SP:Iteration 16Q (218637.020000 sec): 3 clusters
  Score: Raw -893361.144962 + Penalty 2898.561340 = -890462.583622
  nChanged 86
		SP:Iteration 17Q (218637.140000 sec): 3 clusters
  Score: Raw -893420.278181 + Penalty 2898.561340 = -890521.716840
  nChanged 64
		SP:Iteration 18Q (218637.250000 sec): 3 clusters
  Score: Raw -893458.326019 + Penalty 2898.561340 = -890559.764678
  nChanged 66
		SP:Iteration 19Q (218637.370000 sec): 3 clusters
  Score: Raw -893496.691462 + Penalty 2898.561340 = -890598.130121
  nChanged 50
		SP:Iteration 20F (218637.490000 sec): 3 clusters
  Score: Raw -893524.317062 + Penalty 2898.561340 = -890625.755721
  nChanged 43
		SP:Iteration 21Q (218637.610000 sec): 3 clusters
  Score: Raw -893546.705055 + Penalty 2898.561340 = -890648.143715
  nChanged 32
		SP:Iteration 22Q (218637.730000 sec): 3 clusters
  Score: Raw -893559.320603 + Penalty 2898.561340 = -890660.759263
  nChanged 19
		SP:Iteration 23Q (218637.840000 sec): 3 clusters
  Score: Raw -893565.764920 + Penalty 2898.561340 = -890667.203580
  nChanged 14
		SP:Iteration 24Q (218637.960000 sec): 3 clusters
  Score: Raw -893572.078718 + Penalty 2898.561340 = -890673.517377
  nChanged 15
		SP:Iteration 25Q (218638.080000 sec): 3 clusters
  Score: Raw -893578.568652 + Penalty 2898.561340 = -890680.007311
  nChanged 15
		SP:Iteration 26Q (218638.190000 sec): 3 clusters
  Score: Raw -893584.250804 + Penalty 2898.561340 = -890685.689463
  nChanged 17
		SP:Iteration 27Q (218638.310000 sec): 3 clusters
  Score: Raw -893591.082565 + Penalty 2898.561340 = -890692.521225
  nChanged 7
		SP:Iteration 28Q (218638.420000 sec): 3 clusters
  Score: Raw -893592.563038 + Penalty 2898.561340 = -890694.001698
  nChanged 2
		SP:Iteration 29Q (218638.540000 sec): 3 clusters
  Score: Raw -893592.794837 + Penalty 2898.561340 = -890694.233497
  nChanged 1
		SP:Iteration 30Q (218638.660000 sec): 3 clusters
  Score: Raw -893593.415596 + Penalty 2898.561340 = -890694.854255
  nChanged 3
		SP:Iteration 31Q (218638.770000 sec): 3 clusters
  Score: Raw -893594.582878 + Penalty 2898.561340 = -890696.021538
  nChanged 6
		SP:Iteration 32Q (218638.890000 sec): 3 clusters
  Score: Raw -893597.146701 + Penalty 2898.561340 = -890698.585361
  nChanged 5
		SP:Iteration 33Q (218639.000000 sec): 3 clusters
  Score: Raw -893598.420887 + Penalty 2898.561340 = -890699.859546
  nChanged 3
		SP:Iteration 34Q (218639.120000 sec): 3 clusters
  Score: Raw -893599.671382 + Penalty 2898.561340 = -890701.110041
  nChanged 2
		SP:Iteration 35Q (218639.230000 sec): 3 clusters
  Score: Raw -893600.207086 + Penalty 2898.561340 = -890701.645746
  nChanged 3
		SP:Iteration 36Q (218639.350000 sec): 3 clusters
  Score: Raw -893601.565273 + Penalty 2898.561340 = -890703.003932
  nChanged 5
		SP:Iteration 37Q (218639.460000 sec): 3 clusters
  Score: Raw -893602.500971 + Penalty 2898.561340 = -890703.939631
  nChanged 3
		SP:Iteration 38Q (218639.580000 sec): 3 clusters
  Score: Raw -893603.344767 + Penalty 2898.561340 = -890704.783426
  nChanged 0
		SP:Iteration 39F (218639.700000 sec): 3 clusters
  Score: Raw -893603.344767 + Penalty 2898.561340 = -890704.783426
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 115 (3204 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (218639.780000 sec): 2 clusters
  Score: Raw -359725.591205 + Penalty 1311.725238 = -358413.865967
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (218639.850000 sec): 3 clusters
  Score: Raw -358238.850832 + Penalty 2623.450475 = -355615.400357
  nChanged 1194
		SP:Iteration 1F (218639.910000 sec): 3 clusters
  Score: Raw -359096.148108 + Penalty 2623.450475 = -356472.697633
  nChanged 302
		SP:Iteration 2F (218639.970000 sec): 3 clusters
  Score: Raw -359403.177912 + Penalty 2623.450475 = -356779.727437
  nChanged 230
		SP:Iteration 3F (218640.030000 sec): 3 clusters
  Score: Raw -359622.081198 + Penalty 2623.450475 = -356998.630722
  nChanged 183
		SP:Iteration 4F (218640.090000 sec): 3 clusters
  Score: Raw -359749.970473 + Penalty 2623.450475 = -357126.519997
  nChanged 129
		SP:Iteration 5Q (218640.140000 sec): 3 clusters
  Score: Raw -359839.335551 + Penalty 2623.450475 = -357215.885076
  nChanged 120
		SP:Iteration 6Q (218640.200000 sec): 3 clusters
  Score: Raw -359917.345672 + Penalty 2623.450475 = -357293.895197
  nChanged 88
		SP:Iteration 7Q (218640.260000 sec): 3 clusters
  Score: Raw -359967.494842 + Penalty 2623.450475 = -357344.044367
  nChanged 61
		SP:Iteration 8Q (218640.320000 sec): 3 clusters
  Score: Raw -360001.556841 + Penalty 2623.450475 = -357378.106366
  nChanged 48
		SP:Iteration 9Q (218640.380000 sec): 3 clusters
  Score: Raw -360028.574424 + Penalty 2623.450475 = -357405.123949
  nChanged 50
		SP:Iteration 10Q (218640.430000 sec): 3 clusters
  Score: Raw -360057.342866 + Penalty 2623.450475 = -357433.892391
  nChanged 48
		SP:Iteration 11Q (218640.490000 sec): 3 clusters
  Score: Raw -360088.837096 + Penalty 2623.450475 = -357465.386621
  nChanged 56
		SP:Iteration 12Q (218640.550000 sec): 3 clusters
  Score: Raw -360118.274249 + Penalty 2623.450475 = -357494.823774
  nChanged 44
		SP:Iteration 13Q (218640.600000 sec): 3 clusters
  Score: Raw -360142.160079 + Penalty 2623.450475 = -357518.709604
  nChanged 35
		SP:Iteration 14Q (218640.660000 sec): 3 clusters
  Score: Raw -360165.245036 + Penalty 2623.450475 = -357541.794561
  nChanged 28
		SP:Iteration 15Q (218640.720000 sec): 3 clusters
  Score: Raw -360173.970382 + Penalty 2623.450475 = -357550.519907
  nChanged 19
		SP:Iteration 16Q (218640.780000 sec): 3 clusters
  Score: Raw -360180.812382 + Penalty 2623.450475 = -357557.361906
  nChanged 21
		SP:Iteration 17Q (218640.840000 sec): 3 clusters
  Score: Raw -360189.468322 + Penalty 2623.450475 = -357566.017846
  nChanged 17
		SP:Iteration 18Q (218640.890000 sec): 3 clusters
  Score: Raw -360196.201654 + Penalty 2623.450475 = -357572.751178
  nChanged 17
		SP:Iteration 19Q (218640.950000 sec): 3 clusters
  Score: Raw -360202.020468 + Penalty 2623.450475 = -357578.569993
  nChanged 18
		SP:Iteration 20F (218641.010000 sec): 3 clusters
  Score: Raw -360209.273473 + Penalty 2623.450475 = -357585.822998
  nChanged 13
		SP:Iteration 21Q (218641.060000 sec): 3 clusters
  Score: Raw -360215.566896 + Penalty 2623.450475 = -357592.116421
  nChanged 18
		SP:Iteration 22Q (218641.120000 sec): 3 clusters
  Score: Raw -360224.213459 + Penalty 2623.450475 = -357600.762984
  nChanged 19
		SP:Iteration 23Q (218641.180000 sec): 3 clusters
  Score: Raw -360229.859762 + Penalty 2623.450475 = -357606.409287
  nChanged 14
		SP:Iteration 24Q (218641.240000 sec): 3 clusters
  Score: Raw -360236.081250 + Penalty 2623.450475 = -357612.630774
  nChanged 14
		SP:Iteration 25Q (218641.300000 sec): 3 clusters
  Score: Raw -360241.815045 + Penalty 2623.450475 = -357618.364570
  nChanged 16
		SP:Iteration 26Q (218641.350000 sec): 3 clusters
  Score: Raw -360248.189250 + Penalty 2623.450475 = -357624.738775
  nChanged 14
		SP:Iteration 27Q (218641.410000 sec): 3 clusters
  Score: Raw -360255.052169 + Penalty 2623.450475 = -357631.601693
  nChanged 18
		SP:Iteration 28Q (218641.470000 sec): 3 clusters
  Score: Raw -360261.347732 + Penalty 2623.450475 = -357637.897257
  nChanged 21
		SP:Iteration 29Q (218641.520000 sec): 3 clusters
  Score: Raw -360272.560449 + Penalty 2623.450475 = -357649.109974
  nChanged 23
		SP:Iteration 30Q (218641.580000 sec): 3 clusters
  Score: Raw -360283.154041 + Penalty 2623.450475 = -357659.703565
  nChanged 22
		SP:Iteration 31Q (218641.640000 sec): 3 clusters
  Score: Raw -360294.200813 + Penalty 2623.450475 = -357670.750338
  nChanged 27
		SP:Iteration 32Q (218641.700000 sec): 3 clusters
  Score: Raw -360311.317657 + Penalty 2623.450475 = -357687.867182
  nChanged 35
		SP:Iteration 33Q (218641.750000 sec): 3 clusters
  Score: Raw -360333.855001 + Penalty 2623.450475 = -357710.404526
  nChanged 45
		SP:Iteration 34Q (218641.810000 sec): 3 clusters
  Score: Raw -360362.724345 + Penalty 2623.450475 = -357739.273870
  nChanged 37
		SP:Iteration 35Q (218641.870000 sec): 3 clusters
  Score: Raw -360387.821782 + Penalty 2623.450475 = -357764.371307
  nChanged 42
		SP:Iteration 36Q (218641.920000 sec): 3 clusters
  Score: Raw -360412.546312 + Penalty 2623.450475 = -357789.095836
  nChanged 35
		SP:Iteration 37Q (218641.980000 sec): 3 clusters
  Score: Raw -360433.635557 + Penalty 2623.450475 = -357810.185082
  nChanged 44
		SP:Iteration 38Q (218642.040000 sec): 3 clusters
  Score: Raw -360461.408671 + Penalty 2623.450475 = -357837.958196
  nChanged 30
		SP:Iteration 39Q (218642.100000 sec): 3 clusters
  Score: Raw -360476.851192 + Penalty 2623.450475 = -357853.400717
  nChanged 24
		SP:Iteration 40F (218642.150000 sec): 3 clusters
  Score: Raw -360489.051092 + Penalty 2623.450475 = -357865.600617
  nChanged 25
		SP:Iteration 41Q (218642.210000 sec): 3 clusters
  Score: Raw -360502.544513 + Penalty 2623.450475 = -357879.094038
  nChanged 23
		SP:Iteration 42Q (218642.270000 sec): 3 clusters
  Score: Raw -360512.831940 + Penalty 2623.450475 = -357889.381465
  nChanged 13
		SP:Iteration 43Q (218642.320000 sec): 3 clusters
  Score: Raw -360518.255768 + Penalty 2623.450475 = -357894.805293
  nChanged 6
		SP:Iteration 44Q (218642.380000 sec): 3 clusters
  Score: Raw -360520.355251 + Penalty 2623.450475 = -357896.904776
  nChanged 5
		SP:Iteration 45Q (218642.440000 sec): 3 clusters
  Score: Raw -360522.549747 + Penalty 2623.450475 = -357899.099272
  nChanged 3
		SP:Iteration 46Q (218642.490000 sec): 3 clusters
  Score: Raw -360523.756415 + Penalty 2623.450475 = -357900.305940
  nChanged 6
		SP:Iteration 47Q (218642.550000 sec): 3 clusters
  Score: Raw -360526.530898 + Penalty 2623.450475 = -357903.080423
  nChanged 7
		SP:Iteration 48Q (218642.600000 sec): 3 clusters
  Score: Raw -360528.799074 + Penalty 2623.450475 = -357905.348599
  nChanged 10
		SP:Iteration 49Q (218642.660000 sec): 3 clusters
  Score: Raw -360531.577121 + Penalty 2623.450475 = -357908.126646
  nChanged 5
		SP:Iteration 50Q (218642.720000 sec): 3 clusters
  Score: Raw -360533.186119 + Penalty 2623.450475 = -357909.735644
  nChanged 3
		SP:Iteration 51Q (218642.780000 sec): 3 clusters
  Score: Raw -360534.299580 + Penalty 2623.450475 = -357910.849105
  nChanged 2
		SP:Iteration 52Q (218642.830000 sec): 3 clusters
  Score: Raw -360535.069546 + Penalty 2623.450475 = -357911.619071
  nChanged 3
		SP:Iteration 53Q (218642.890000 sec): 3 clusters
  Score: Raw -360535.806433 + Penalty 2623.450475 = -357912.355958
  nChanged 1
		SP:Iteration 54Q (218642.940000 sec): 3 clusters
  Score: Raw -360536.194694 + Penalty 2623.450475 = -357912.744218
  nChanged 1
		SP:Iteration 55Q (218643.000000 sec): 3 clusters
  Score: Raw -360536.459758 + Penalty 2623.450475 = -357913.009282
  nChanged 2
		SP:Iteration 56Q (218643.060000 sec): 3 clusters
  Score: Raw -360537.010999 + Penalty 2623.450475 = -357913.560524
  nChanged 3
		SP:Iteration 57Q (218643.110000 sec): 3 clusters
  Score: Raw -360537.693694 + Penalty 2623.450475 = -357914.243218
  nChanged 3
		SP:Iteration 58Q (218643.170000 sec): 3 clusters
  Score: Raw -360538.598784 + Penalty 2623.450475 = -357915.148309
  nChanged 3
		SP:Iteration 59Q (218643.230000 sec): 3 clusters
  Score: Raw -360539.474954 + Penalty 2623.450475 = -357916.024478
  nChanged 1
		SP:Iteration 60F (218643.280000 sec): 3 clusters
  Score: Raw -360539.737073 + Penalty 2623.450475 = -357916.286598
  nChanged 1
		SP:Iteration 61Q (218643.340000 sec): 3 clusters
  Score: Raw -360540.719926 + Penalty 2623.450475 = -357917.269451
  nChanged 3
		SP:Iteration 62Q (218643.400000 sec): 3 clusters
  Score: Raw -360542.164908 + Penalty 2623.450475 = -357918.714433
  nChanged 5
		SP:Iteration 63Q (218643.460000 sec): 3 clusters
  Score: Raw -360544.031148 + Penalty 2623.450475 = -357920.580673
  nChanged 3
		SP:Iteration 64Q (218643.510000 sec): 3 clusters
  Score: Raw -360544.919828 + Penalty 2623.450475 = -357921.469353
  nChanged 1
		SP:Iteration 65Q (218643.570000 sec): 3 clusters
  Score: Raw -360545.211047 + Penalty 2623.450475 = -357921.760572
  nChanged 1
		SP:Iteration 66Q (218643.620000 sec): 3 clusters
  Score: Raw -360545.483688 + Penalty 2623.450475 = -357922.033213
  nChanged 2
		SP:Iteration 67Q (218643.680000 sec): 3 clusters
  Score: Raw -360545.926556 + Penalty 2623.450475 = -357922.476081
  nChanged 1
		SP:Iteration 68Q (218643.740000 sec): 3 clusters
  Score: Raw -360546.211354 + Penalty 2623.450475 = -357922.760879
  nChanged 2
		SP:Iteration 69Q (218643.790000 sec): 3 clusters
  Score: Raw -360546.624974 + Penalty 2623.450475 = -357923.174499
  nChanged 1
		SP:Iteration 70Q (218643.850000 sec): 3 clusters
  Score: Raw -360547.051251 + Penalty 2623.450475 = -357923.600776
  nChanged 1
		SP:Iteration 71Q (218643.900000 sec): 3 clusters
  Score: Raw -360547.207710 + Penalty 2623.450475 = -357923.757235
  nChanged 0
		SP:Iteration 72F (218643.960000 sec): 3 clusters
  Score: Raw -360547.207710 + Penalty 2623.450475 = -357923.757235
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 116 (6664 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (218644.070000 sec): 2 clusters
  Score: Raw -759619.661833 + Penalty 1430.727217 = -758188.934616
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (218644.200000 sec): 3 clusters
  Score: Raw -756032.841231 + Penalty 2861.454435 = -753171.386796
  nChanged 2784
		SP:Iteration 1F (218644.300000 sec): 3 clusters
  Score: Raw -757530.653777 + Penalty 2861.454435 = -754669.199342
  nChanged 421
		SP:Iteration 2F (218644.420000 sec): 3 clusters
  Score: Raw -757720.791708 + Penalty 2861.454435 = -754859.337273
  nChanged 313
		SP:Iteration 3Q (218644.520000 sec): 3 clusters
  Score: Raw -757837.760970 + Penalty 2861.454435 = -754976.306536
  nChanged 235
		SP:Iteration 4Q (218644.630000 sec): 3 clusters
  Score: Raw -757917.518214 + Penalty 2861.454435 = -755056.063779
  nChanged 182
		SP:Iteration 5Q (218644.740000 sec): 3 clusters
  Score: Raw -757979.323597 + Penalty 2861.454435 = -755117.869162
  nChanged 156
		SP:Iteration 6Q (218644.850000 sec): 3 clusters
  Score: Raw -758034.355026 + Penalty 2861.454435 = -755172.900591
  nChanged 143
		SP:Iteration 7Q (218644.960000 sec): 3 clusters
  Score: Raw -758080.392822 + Penalty 2861.454435 = -755218.938387
  nChanged 118
		SP:Iteration 8Q (218645.070000 sec): 3 clusters
  Score: Raw -758112.231531 + Penalty 2861.454435 = -755250.777096
  nChanged 115
		SP:Iteration 9Q (218645.230000 sec): 3 clusters
  Score: Raw -758143.154707 + Penalty 2861.454435 = -755281.700272
  nChanged 116
		SP:Iteration 10Q (218645.350000 sec): 3 clusters
  Score: Raw -758182.288257 + Penalty 2861.454435 = -755320.833822
  nChanged 147
		SP:Iteration 11Q (218645.460000 sec): 3 clusters
  Score: Raw -758241.964064 + Penalty 2861.454435 = -755380.509629
  nChanged 183
		SP:Iteration 12Q (218645.560000 sec): 3 clusters
  Score: Raw -758323.797076 + Penalty 2861.454435 = -755462.342642
  nChanged 191
		SP:Iteration 13Q (218645.680000 sec): 3 clusters
  Score: Raw -758407.026099 + Penalty 2861.454435 = -755545.571664
  nChanged 232
		SP:Iteration 14Q (218645.800000 sec): 3 clusters
  Score: Raw -758516.158916 + Penalty 2861.454435 = -755654.704482
  nChanged 217
		SP:Iteration 15Q (218645.910000 sec): 3 clusters
  Score: Raw -758630.146042 + Penalty 2861.454435 = -755768.691607
  nChanged 244
		SP:Iteration 16Q (218646.020000 sec): 3 clusters
  Score: Raw -758761.745030 + Penalty 2861.454435 = -755900.290596
  nChanged 243
		SP:Iteration 17Q (218646.140000 sec): 3 clusters
  Score: Raw -758909.801480 + Penalty 2861.454435 = -756048.347045
  nChanged 214
		SP:Iteration 18Q (218646.260000 sec): 3 clusters
  Score: Raw -759044.539953 + Penalty 2861.454435 = -756183.085518
  nChanged 190
		SP:Iteration 19Q (218646.370000 sec): 3 clusters
  Score: Raw -759166.601202 + Penalty 2861.454435 = -756305.146767
  nChanged 161
		SP:Iteration 20F (218646.480000 sec): 3 clusters
  Score: Raw -759272.234741 + Penalty 2861.454435 = -756410.780306
  nChanged 155
		SP:Iteration 21Q (218646.600000 sec): 3 clusters
  Score: Raw -759369.839164 + Penalty 2861.454435 = -756508.384729
  nChanged 134
		SP:Iteration 22Q (218646.710000 sec): 3 clusters
  Score: Raw -759461.385565 + Penalty 2861.454435 = -756599.931130
  nChanged 99
		SP:Iteration 23Q (218646.820000 sec): 3 clusters
  Score: Raw -759522.197057 + Penalty 2861.454435 = -756660.742623
  nChanged 78
		SP:Iteration 24Q (218646.980000 sec): 3 clusters
  Score: Raw -759568.668291 + Penalty 2861.454435 = -756707.213856
  nChanged 57
		SP:Iteration 25Q (218647.100000 sec): 3 clusters
  Score: Raw -759605.840067 + Penalty 2861.454435 = -756744.385632
  nChanged 47
		SP:Iteration 26Q (218647.200000 sec): 3 clusters
  Score: Raw -759633.795940 + Penalty 2861.454435 = -756772.341506
  nChanged 48
		SP:Iteration 27Q (218647.310000 sec): 3 clusters
  Score: Raw -759657.711629 + Penalty 2861.454435 = -756796.257194
  nChanged 40
		SP:Iteration 28Q (218647.420000 sec): 3 clusters
  Score: Raw -759683.425582 + Penalty 2861.454435 = -756821.971147
  nChanged 45
		SP:Iteration 29Q (218647.520000 sec): 3 clusters
  Score: Raw -759721.405304 + Penalty 2861.454435 = -756859.950869
  nChanged 41
		SP:Iteration 30Q (218647.630000 sec): 3 clusters
  Score: Raw -759758.959212 + Penalty 2861.454435 = -756897.504778
  nChanged 39
		SP:Iteration 31Q (218647.730000 sec): 3 clusters
  Score: Raw -759787.973271 + Penalty 2861.454435 = -756926.518837
  nChanged 31
		SP:Iteration 32Q (218647.840000 sec): 3 clusters
  Score: Raw -759808.723052 + Penalty 2861.454435 = -756947.268617
  nChanged 16
		SP:Iteration 33Q (218648.050000 sec): 3 clusters
  Score: Raw -759821.936499 + Penalty 2861.454435 = -756960.482064
  nChanged 15
		SP:Iteration 34Q (218648.200000 sec): 3 clusters
  Score: Raw -759833.573122 + Penalty 2861.454435 = -756972.118687
  nChanged 11
		SP:Iteration 35Q (218648.300000 sec): 3 clusters
  Score: Raw -759840.536958 + Penalty 2861.454435 = -756979.082523
  nChanged 7
		SP:Iteration 36Q (218648.410000 sec): 3 clusters
  Score: Raw -759847.321572 + Penalty 2861.454435 = -756985.867138
  nChanged 10
		SP:Iteration 37Q (218648.510000 sec): 3 clusters
  Score: Raw -759856.280879 + Penalty 2861.454435 = -756994.826444
  nChanged 7
		SP:Iteration 38Q (218648.610000 sec): 3 clusters
  Score: Raw -759860.810970 + Penalty 2861.454435 = -756999.356535
  nChanged 8
		SP:Iteration 39Q (218648.720000 sec): 3 clusters
  Score: Raw -759866.746180 + Penalty 2861.454435 = -757005.291745
  nChanged 6
		SP:Iteration 40F (218648.830000 sec): 3 clusters
  Score: Raw -759870.238120 + Penalty 2861.454435 = -757008.783685
  nChanged 4
		SP:Iteration 41Q (218648.930000 sec): 3 clusters
  Score: Raw -759872.596312 + Penalty 2861.454435 = -757011.141877
  nChanged 2
		SP:Iteration 42Q (218649.040000 sec): 3 clusters
  Score: Raw -759873.361613 + Penalty 2861.454435 = -757011.907178
  nChanged 0
		SP:Iteration 43F (218649.150000 sec): 3 clusters
  Score: Raw -759873.361613 + Penalty 2861.454435 = -757011.907178
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 117 (630 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (218649.200000 sec): 2 clusters
  Score: Raw -71781.436924 + Penalty 1047.429471 = -70734.007453
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (218649.210000 sec): 3 clusters
  Score: Raw -71670.469083 + Penalty 2094.858941 = -69575.610142
  nChanged 157
		SP:Iteration 1F (218649.230000 sec): 3 clusters
  Score: Raw -71863.937072 + Penalty 2094.858941 = -69769.078131
  nChanged 47
		SP:Iteration 2F (218649.240000 sec): 3 clusters
  Score: Raw -71942.463040 + Penalty 2094.858941 = -69847.604099
  nChanged 32
		SP:Iteration 3F (218649.250000 sec): 3 clusters
  Score: Raw -72022.149375 + Penalty 2094.858941 = -69927.290434
  nChanged 35
		SP:Iteration 4F (218649.270000 sec): 3 clusters
  Score: Raw -72090.809719 + Penalty 2094.858941 = -69995.950778
  nChanged 18
		SP:Iteration 5Q (218649.280000 sec): 3 clusters
  Score: Raw -72126.961309 + Penalty 2094.858941 = -70032.102368
  nChanged 14
		SP:Iteration 6Q (218649.290000 sec): 3 clusters
  Score: Raw -72148.494505 + Penalty 2094.858941 = -70053.635564
  nChanged 9
		SP:Iteration 7Q (218649.310000 sec): 3 clusters
  Score: Raw -72166.663215 + Penalty 2094.858941 = -70071.804274
  nChanged 8
		SP:Iteration 8Q (218649.320000 sec): 3 clusters
  Score: Raw -72188.918816 + Penalty 2094.858941 = -70094.059874
  nChanged 10
		SP:Iteration 9Q (218649.330000 sec): 3 clusters
  Score: Raw -72205.471957 + Penalty 2094.858941 = -70110.613016
  nChanged 8
		SP:Iteration 10Q (218649.350000 sec): 3 clusters
  Score: Raw -72218.633343 + Penalty 2094.858941 = -70123.774401
  nChanged 5
		SP:Iteration 11Q (218649.360000 sec): 3 clusters
  Score: Raw -72232.065085 + Penalty 2094.858941 = -70137.206143
  nChanged 7
		SP:Iteration 12Q (218649.370000 sec): 3 clusters
  Score: Raw -72246.579697 + Penalty 2094.858941 = -70151.720756
  nChanged 7
		SP:Iteration 13Q (218649.390000 sec): 3 clusters
  Score: Raw -72271.883286 + Penalty 2094.858941 = -70177.024344
  nChanged 9
		SP:Iteration 14Q (218649.400000 sec): 3 clusters
  Score: Raw -72314.991038 + Penalty 2094.858941 = -70220.132096
  nChanged 10
		SP:Iteration 15Q (218649.410000 sec): 3 clusters
  Score: Raw -72365.656507 + Penalty 2094.858941 = -70270.797566
  nChanged 10
		SP:Iteration 16Q (218649.420000 sec): 3 clusters
  Score: Raw -72457.012602 + Penalty 2094.858941 = -70362.153661
  nChanged 10
		SP:Iteration 17Q (218649.440000 sec): 3 clusters
  Score: Raw -72568.239991 + Penalty 2094.858941 = -70473.381050
  nChanged 5
		SP:Iteration 18Q (218649.450000 sec): 3 clusters
  Score: Raw -72574.106222 + Penalty 2094.858941 = -70479.247281
  nChanged 2
		SP:Iteration 19Q (218649.460000 sec): 3 clusters
  Score: Raw -72577.013754 + Penalty 2094.858941 = -70482.154813
  nChanged 0
		SP:Iteration 20F (218649.470000 sec): 3 clusters
  Score: Raw -72577.991446 + Penalty 2094.858941 = -70483.132504
  nChanged 1
		SP:Iteration 21Q (218649.490000 sec): 3 clusters
  Score: Raw -72581.082645 + Penalty 2094.858941 = -70486.223704
  nChanged 0
		SP:Iteration 22F (218649.500000 sec): 3 clusters
  Score: Raw -72581.082645 + Penalty 2094.858941 = -70486.223704
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 118 (50619 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (218649.860000 sec): 2 clusters
  Score: Raw -6352553.619716 + Penalty 1760.213370 = -6350793.406345
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (218650.380000 sec): 3 clusters
  Score: Raw -6320447.194474 + Penalty 3520.426741 = -6316926.767734
  nChanged 23817
		SP:Iteration 1F (218650.840000 sec): 3 clusters
  Score: Raw -6334341.623304 + Penalty 3520.426741 = -6330821.196563
  nChanged 2634
		SP:Iteration 2F (218651.340000 sec): 3 clusters
  Score: Raw -6335502.513696 + Penalty 3520.426741 = -6331982.086955
  nChanged 3229
		SP:Iteration 3F (218651.800000 sec): 3 clusters
  Score: Raw -6337389.914726 + Penalty 3520.426741 = -6333869.487985
  nChanged 3932
		SP:Iteration 4F (218652.290000 sec): 3 clusters
  Score: Raw -6340217.229587 + Penalty 3520.426741 = -6336696.802846
  nChanged 4081
		SP:Iteration 5F (218652.750000 sec): 3 clusters
  Score: Raw -6343498.787223 + Penalty 3520.426741 = -6339978.360483
  nChanged 3662
		SP:Iteration 6F (218653.250000 sec): 3 clusters
  Score: Raw -6346640.218305 + Penalty 3520.426741 = -6343119.791565
  nChanged 2841
		SP:Iteration 7F (218653.710000 sec): 3 clusters
  Score: Raw -6349175.388137 + Penalty 3520.426741 = -6345654.961397
  nChanged 1898
		SP:Iteration 8Q (218654.190000 sec): 3 clusters
  Score: Raw -6350961.637818 + Penalty 3520.426741 = -6347441.211078
  nChanged 1063
		SP:Iteration 9Q (218654.650000 sec): 3 clusters
  Score: Raw -6351955.608779 + Penalty 3520.426741 = -6348435.182038
  nChanged 456
		SP:Iteration 10Q (218655.060000 sec): 3 clusters
  Score: Raw -6352395.275388 + Penalty 3520.426741 = -6348874.848647
  nChanged 160
		SP:Iteration 11Q (218655.470000 sec): 3 clusters
  Score: Raw -6352570.943348 + Penalty 3520.426741 = -6349050.516607
  nChanged 56
		SP:Iteration 12Q (218655.870000 sec): 3 clusters
  Score: Raw -6352647.604006 + Penalty 3520.426741 = -6349127.177265
  nChanged 37
		SP:Iteration 13Q (218656.270000 sec): 3 clusters
  Score: Raw -6352701.897079 + Penalty 3520.426741 = -6349181.470338
  nChanged 20
		SP:Iteration 14Q (218656.680000 sec): 3 clusters
  Score: Raw -6352731.415256 + Penalty 3520.426741 = -6349210.988516
  nChanged 8
		SP:Iteration 15Q (218657.110000 sec): 3 clusters
  Score: Raw -6352744.366906 + Penalty 3520.426741 = -6349223.940165
  nChanged 3
		SP:Iteration 16Q (218657.510000 sec): 3 clusters
  Score: Raw -6352748.239153 + Penalty 3520.426741 = -6349227.812412
  nChanged 0
		SP:Iteration 17F (218657.980000 sec): 3 clusters
  Score: Raw -6352748.239153 + Penalty 3520.426741 = -6349227.812412
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 119 (304 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (218658.030000 sec): 2 clusters
  Score: Raw -30144.169087 + Penalty 929.017001 = -29215.152086
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (218658.040000 sec): 3 clusters
  Score: Raw -30247.921098 + Penalty 1858.034003 = -28389.887095
  nChanged 57
		SP:Iteration 1F (218658.040000 sec): 3 clusters
  Score: Raw -30416.081143 + Penalty 1858.034003 = -28558.047140
  nChanged 21
		SP:Iteration 2F (218658.050000 sec): 3 clusters
  Score: Raw -30487.731784 + Penalty 1858.034003 = -28629.697781
  nChanged 7
		SP:Iteration 3Q (218658.060000 sec): 3 clusters
  Score: Raw -30503.507513 + Penalty 1858.034003 = -28645.473510
  nChanged 3
		SP:Iteration 4Q (218658.070000 sec): 3 clusters
  Score: Raw -30515.379000 + Penalty 1858.034003 = -28657.344997
  nChanged 3
		SP:Iteration 5Q (218658.070000 sec): 3 clusters
  Score: Raw -30530.035716 + Penalty 1858.034003 = -28672.001713
  nChanged 2
		SP:Iteration 6Q (218658.080000 sec): 3 clusters
  Score: Raw -30538.211112 + Penalty 1858.034003 = -28680.177109
  nChanged 2
		SP:Iteration 7Q (218658.090000 sec): 3 clusters
  Score: Raw -30541.722120 + Penalty 1858.034003 = -28683.688118
  nChanged 1
		SP:Iteration 8Q (218658.100000 sec): 3 clusters
  Score: Raw -30543.013864 + Penalty 1858.034003 = -28684.979861
  nChanged 2
		SP:Iteration 9Q (218658.110000 sec): 3 clusters
  Score: Raw -30545.227099 + Penalty 1858.034003 = -28687.193096
  nChanged 2
		SP:Iteration 10Q (218658.110000 sec): 3 clusters
  Score: Raw -30549.947837 + Penalty 1858.034003 = -28691.913834
  nChanged 1
		SP:Iteration 11Q (218658.130000 sec): 3 clusters
  Score: Raw -30555.046793 + Penalty 1858.034003 = -28697.012790
  nChanged 1
		SP:Iteration 12Q (218658.130000 sec): 3 clusters
  Score: Raw -30556.207228 + Penalty 1858.034003 = -28698.173225
  nChanged 0
		SP:Iteration 13F (218658.140000 sec): 3 clusters
  Score: Raw -30556.207228 + Penalty 1858.034003 = -28698.173225
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 120 (1790 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (218658.210000 sec): 2 clusters
  Score: Raw -205250.994938 + Penalty 1217.120271 = -204033.874667
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (218658.250000 sec): 3 clusters
  Score: Raw -204546.061242 + Penalty 2434.240542 = -202111.820700
  nChanged 615
		SP:Iteration 1F (218658.280000 sec): 3 clusters
  Score: Raw -205005.618059 + Penalty 2434.240542 = -202571.377517
  nChanged 173
		SP:Iteration 2F (218658.310000 sec): 3 clusters
  Score: Raw -205163.561948 + Penalty 2434.240542 = -202729.321406
  nChanged 94
		SP:Iteration 3F (218658.350000 sec): 3 clusters
  Score: Raw -205265.879308 + Penalty 2434.240542 = -202831.638766
  nChanged 87
		SP:Iteration 4Q (218658.380000 sec): 3 clusters
  Score: Raw -205358.259412 + Penalty 2434.240542 = -202924.018870
  nChanged 71
		SP:Iteration 5Q (218658.410000 sec): 3 clusters
  Score: Raw -205419.914731 + Penalty 2434.240542 = -202985.674189
  nChanged 54
		SP:Iteration 6Q (218658.450000 sec): 3 clusters
  Score: Raw -205461.419932 + Penalty 2434.240542 = -203027.179390
  nChanged 37
		SP:Iteration 7Q (218658.480000 sec): 3 clusters
  Score: Raw -205492.148300 + Penalty 2434.240542 = -203057.907758
  nChanged 37
		SP:Iteration 8Q (218658.510000 sec): 3 clusters
  Score: Raw -205527.598799 + Penalty 2434.240542 = -203093.358257
  nChanged 38
		SP:Iteration 9Q (218658.550000 sec): 3 clusters
  Score: Raw -205554.298085 + Penalty 2434.240542 = -203120.057543
  nChanged 20
		SP:Iteration 10Q (218658.580000 sec): 3 clusters
  Score: Raw -205572.421359 + Penalty 2434.240542 = -203138.180816
  nChanged 29
		SP:Iteration 11Q (218658.610000 sec): 3 clusters
  Score: Raw -205599.181700 + Penalty 2434.240542 = -203164.941158
  nChanged 25
		SP:Iteration 12Q (218658.640000 sec): 3 clusters
  Score: Raw -205618.405572 + Penalty 2434.240542 = -203184.165030
  nChanged 16
		SP:Iteration 13Q (218658.680000 sec): 3 clusters
  Score: Raw -205630.307852 + Penalty 2434.240542 = -203196.067310
  nChanged 12
		SP:Iteration 14Q (218658.710000 sec): 3 clusters
  Score: Raw -205638.571516 + Penalty 2434.240542 = -203204.330974
  nChanged 13
		SP:Iteration 15Q (218658.740000 sec): 3 clusters
  Score: Raw -205651.426452 + Penalty 2434.240542 = -203217.185910
  nChanged 11
		SP:Iteration 16Q (218658.770000 sec): 3 clusters
  Score: Raw -205658.053013 + Penalty 2434.240542 = -203223.812471
  nChanged 11
		SP:Iteration 17Q (218658.810000 sec): 3 clusters
  Score: Raw -205666.393801 + Penalty 2434.240542 = -203232.153259
  nChanged 7
		SP:Iteration 18Q (218658.840000 sec): 3 clusters
  Score: Raw -205669.955204 + Penalty 2434.240542 = -203235.714662
  nChanged 5
		SP:Iteration 19Q (218658.870000 sec): 3 clusters
  Score: Raw -205673.082889 + Penalty 2434.240542 = -203238.842347
  nChanged 3
		SP:Iteration 20F (218658.910000 sec): 3 clusters
  Score: Raw -205674.653690 + Penalty 2434.240542 = -203240.413147
  nChanged 3
		SP:Iteration 21Q (218658.940000 sec): 3 clusters
  Score: Raw -205676.881727 + Penalty 2434.240542 = -203242.641185
  nChanged 3
		SP:Iteration 22Q (218658.970000 sec): 3 clusters
  Score: Raw -205678.562991 + Penalty 2434.240542 = -203244.322449
  nChanged 2
		SP:Iteration 23Q (218659.000000 sec): 3 clusters
  Score: Raw -205680.158651 + Penalty 2434.240542 = -203245.918109
  nChanged 4
		SP:Iteration 24Q (218659.040000 sec): 3 clusters
  Score: Raw -205683.635852 + Penalty 2434.240542 = -203249.395310
  nChanged 4
		SP:Iteration 25Q (218659.070000 sec): 3 clusters
  Score: Raw -205685.154324 + Penalty 2434.240542 = -203250.913782
  nChanged 2
		SP:Iteration 26Q (218659.100000 sec): 3 clusters
  Score: Raw -205685.658423 + Penalty 2434.240542 = -203251.417881
  nChanged 2
		SP:Iteration 27Q (218659.130000 sec): 3 clusters
  Score: Raw -205686.629200 + Penalty 2434.240542 = -203252.388657
  nChanged 4
		SP:Iteration 28Q (218659.160000 sec): 3 clusters
  Score: Raw -205687.886190 + Penalty 2434.240542 = -203253.645648
  nChanged 2
		SP:Iteration 29Q (218659.190000 sec): 3 clusters
  Score: Raw -205688.737477 + Penalty 2434.240542 = -203254.496935
  nChanged 2
		SP:Iteration 30Q (218659.230000 sec): 3 clusters
  Score: Raw -205689.720006 + Penalty 2434.240542 = -203255.479464
  nChanged 3
		SP:Iteration 31Q (218659.260000 sec): 3 clusters
  Score: Raw -205691.385825 + Penalty 2434.240542 = -203257.145283
  nChanged 1
		SP:Iteration 32Q (218659.290000 sec): 3 clusters
  Score: Raw -205692.456707 + Penalty 2434.240542 = -203258.216165
  nChanged 0
		SP:Iteration 33F (218659.330000 sec): 3 clusters
  Score: Raw -205692.456707 + Penalty 2434.240542 = -203258.216165
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 121 (620 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (218659.380000 sec): 2 clusters
  Score: Raw -70513.902749 + Penalty 1044.829415 = -69469.073333
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (218659.390000 sec): 3 clusters
  Score: Raw -70419.943591 + Penalty 2089.658830 = -68330.284760
  nChanged 143
		SP:Iteration 1F (218659.410000 sec): 3 clusters
  Score: Raw -70587.053239 + Penalty 2089.658830 = -68497.394408
  nChanged 41
		SP:Iteration 2F (218659.420000 sec): 3 clusters
  Score: Raw -70657.539416 + Penalty 2089.658830 = -68567.880585
  nChanged 23
		SP:Iteration 3Q (218659.430000 sec): 3 clusters
  Score: Raw -70696.842426 + Penalty 2089.658830 = -68607.183595
  nChanged 12
		SP:Iteration 4Q (218659.450000 sec): 3 clusters
  Score: Raw -70725.539574 + Penalty 2089.658830 = -68635.880744
  nChanged 14
		SP:Iteration 5Q (218659.460000 sec): 3 clusters
  Score: Raw -70750.325396 + Penalty 2089.658830 = -68660.666566
  nChanged 10
		SP:Iteration 6Q (218659.470000 sec): 3 clusters
  Score: Raw -70761.637894 + Penalty 2089.658830 = -68671.979064
  nChanged 7
		SP:Iteration 7Q (218659.480000 sec): 3 clusters
  Score: Raw -70774.732064 + Penalty 2089.658830 = -68685.073234
  nChanged 5
		SP:Iteration 8Q (218659.490000 sec): 3 clusters
  Score: Raw -70780.651481 + Penalty 2089.658830 = -68690.992650
  nChanged 3
		SP:Iteration 9Q (218659.510000 sec): 3 clusters
  Score: Raw -70784.238388 + Penalty 2089.658830 = -68694.579558
  nChanged 0
		SP:Iteration 10F (218659.520000 sec): 3 clusters
  Score: Raw -70784.238388 + Penalty 2089.658830 = -68694.579558
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 122 (1216 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (218659.580000 sec): 2 clusters
  Score: Raw -141240.410771 + Penalty 1154.289835 = -140086.120936
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (218659.610000 sec): 3 clusters
  Score: Raw -140803.244730 + Penalty 2308.579670 = -138494.665060
  nChanged 400
		SP:Iteration 1F (218659.630000 sec): 3 clusters
  Score: Raw -141131.287894 + Penalty 2308.579670 = -138822.708223
  nChanged 82
		SP:Iteration 2F (218659.650000 sec): 3 clusters
  Score: Raw -141217.591981 + Penalty 2308.579670 = -138909.012310
  nChanged 59
		SP:Iteration 3Q (218659.670000 sec): 3 clusters
  Score: Raw -141294.765214 + Penalty 2308.579670 = -138986.185544
  nChanged 55
		SP:Iteration 4Q (218659.700000 sec): 3 clusters
  Score: Raw -141354.352478 + Penalty 2308.579670 = -139045.772807
  nChanged 38
		SP:Iteration 5Q (218659.720000 sec): 3 clusters
  Score: Raw -141384.623759 + Penalty 2308.579670 = -139076.044088
  nChanged 23
		SP:Iteration 6Q (218659.740000 sec): 3 clusters
  Score: Raw -141410.566429 + Penalty 2308.579670 = -139101.986758
  nChanged 21
		SP:Iteration 7Q (218659.770000 sec): 3 clusters
  Score: Raw -141443.742194 + Penalty 2308.579670 = -139135.162524
  nChanged 24
		SP:Iteration 8Q (218659.790000 sec): 3 clusters
  Score: Raw -141473.449778 + Penalty 2308.579670 = -139164.870107
  nChanged 17
		SP:Iteration 9Q (218659.810000 sec): 3 clusters
  Score: Raw -141490.392827 + Penalty 2308.579670 = -139181.813157
  nChanged 17
		SP:Iteration 10Q (218659.830000 sec): 3 clusters
  Score: Raw -141501.082185 + Penalty 2308.579670 = -139192.502514
  nChanged 11
		SP:Iteration 11Q (218659.850000 sec): 3 clusters
  Score: Raw -141508.439761 + Penalty 2308.579670 = -139199.860091
  nChanged 5
		SP:Iteration 12Q (218659.880000 sec): 3 clusters
  Score: Raw -141511.605672 + Penalty 2308.579670 = -139203.026001
  nChanged 2
		SP:Iteration 13Q (218659.900000 sec): 3 clusters
  Score: Raw -141513.150914 + Penalty 2308.579670 = -139204.571244
  nChanged 3
		SP:Iteration 14Q (218659.920000 sec): 3 clusters
  Score: Raw -141516.165024 + Penalty 2308.579670 = -139207.585353
  nChanged 2
		SP:Iteration 15Q (218659.950000 sec): 3 clusters
  Score: Raw -141517.169633 + Penalty 2308.579670 = -139208.589963
  nChanged 0
		SP:Iteration 16F (218659.970000 sec): 3 clusters
  Score: Raw -141517.169633 + Penalty 2308.579670 = -139208.589963
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 123 (1016 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (218660.030000 sec): 2 clusters
  Score: Raw -116579.674194 + Penalty 1125.089652 = -115454.584542
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (218660.050000 sec): 3 clusters
  Score: Raw -116240.761557 + Penalty 2250.179304 = -113990.582253
  nChanged 307
		SP:Iteration 1F (218660.070000 sec): 3 clusters
  Score: Raw -116536.020618 + Penalty 2250.179304 = -114285.841314
  nChanged 79
		SP:Iteration 2F (218660.090000 sec): 3 clusters
  Score: Raw -116618.303378 + Penalty 2250.179304 = -114368.124074
  nChanged 47
		SP:Iteration 3Q (218660.110000 sec): 3 clusters
  Score: Raw -116662.538235 + Penalty 2250.179304 = -114412.358931
  nChanged 33
		SP:Iteration 4Q (218660.130000 sec): 3 clusters
  Score: Raw -116697.311650 + Penalty 2250.179304 = -114447.132346
  nChanged 22
		SP:Iteration 5Q (218660.150000 sec): 3 clusters
  Score: Raw -116719.276432 + Penalty 2250.179304 = -114469.097128
  nChanged 21
		SP:Iteration 6Q (218660.170000 sec): 3 clusters
  Score: Raw -116739.497987 + Penalty 2250.179304 = -114489.318683
  nChanged 13
		SP:Iteration 7Q (218660.190000 sec): 3 clusters
  Score: Raw -116750.932305 + Penalty 2250.179304 = -114500.753000
  nChanged 8
		SP:Iteration 8Q (218660.210000 sec): 3 clusters
  Score: Raw -116764.129751 + Penalty 2250.179304 = -114513.950447
  nChanged 13
		SP:Iteration 9Q (218660.230000 sec): 3 clusters
  Score: Raw -116776.979533 + Penalty 2250.179304 = -114526.800229
  nChanged 14
		SP:Iteration 10Q (218660.250000 sec): 3 clusters
  Score: Raw -116793.088265 + Penalty 2250.179304 = -114542.908961
  nChanged 7
		SP:Iteration 11Q (218660.270000 sec): 3 clusters
  Score: Raw -116799.904593 + Penalty 2250.179304 = -114549.725288
  nChanged 5
		SP:Iteration 12Q (218660.290000 sec): 3 clusters
  Score: Raw -116805.751187 + Penalty 2250.179304 = -114555.571883
  nChanged 5
		SP:Iteration 13Q (218660.310000 sec): 3 clusters
  Score: Raw -116809.104415 + Penalty 2250.179304 = -114558.925111
  nChanged 3
		SP:Iteration 14Q (218660.330000 sec): 3 clusters
  Score: Raw -116810.236924 + Penalty 2250.179304 = -114560.057620
  nChanged 0
		SP:Iteration 15F (218660.360000 sec): 3 clusters
  Score: Raw -116810.236924 + Penalty 2250.179304 = -114560.057620
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 124 (975 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (218660.410000 sec): 2 clusters
  Score: Raw -101152.224759 + Penalty 1118.396089 = -100033.828670
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (218660.430000 sec): 3 clusters
  Score: Raw -100880.017454 + Penalty 2236.792178 = -98643.225276
  nChanged 281
		SP:Iteration 1F (218660.450000 sec): 3 clusters
  Score: Raw -101180.352605 + Penalty 2236.792178 = -98943.560427
  nChanged 72
		SP:Iteration 2F (218660.470000 sec): 3 clusters
  Score: Raw -101275.773001 + Penalty 2236.792178 = -99038.980823
  nChanged 51
		SP:Iteration 3F (218660.490000 sec): 3 clusters
  Score: Raw -101342.472819 + Penalty 2236.792178 = -99105.680641
  nChanged 42
		SP:Iteration 4Q (218660.510000 sec): 3 clusters
  Score: Raw -101406.829324 + Penalty 2236.792178 = -99170.037145
  nChanged 42
		SP:Iteration 5Q (218660.530000 sec): 3 clusters
  Score: Raw -101479.645394 + Penalty 2236.792178 = -99242.853216
  nChanged 38
		SP:Iteration 6Q (218660.550000 sec): 3 clusters
  Score: Raw -101582.019237 + Penalty 2236.792178 = -99345.227058
  nChanged 45
		SP:Iteration 7Q (218660.570000 sec): 3 clusters
  Score: Raw -101706.563343 + Penalty 2236.792178 = -99469.771165
  nChanged 42
		SP:Iteration 8Q (218660.580000 sec): 3 clusters
  Score: Raw -101859.933185 + Penalty 2236.792178 = -99623.141007
  nChanged 26
		SP:Iteration 9Q (218660.600000 sec): 3 clusters
  Score: Raw -101930.353702 + Penalty 2236.792178 = -99693.561524
  nChanged 14
		SP:Iteration 10Q (218660.620000 sec): 3 clusters
  Score: Raw -101947.607961 + Penalty 2236.792178 = -99710.815783
  nChanged 7
		SP:Iteration 11Q (218660.640000 sec): 3 clusters
  Score: Raw -101957.059005 + Penalty 2236.792178 = -99720.266826
  nChanged 3
		SP:Iteration 12Q (218660.650000 sec): 3 clusters
  Score: Raw -101959.419130 + Penalty 2236.792178 = -99722.626952
  nChanged 1
		SP:Iteration 13Q (218660.670000 sec): 3 clusters
  Score: Raw -101960.598724 + Penalty 2236.792178 = -99723.806546
  nChanged 0
		SP:Iteration 14F (218660.690000 sec): 3 clusters
  Score: Raw -101960.598724 + Penalty 2236.792178 = -99723.806546
  nChanged 0
Iteration 299Q (218974.290000 sec): 125 clusters
  Score: Raw -119183364.677919 + Penalty 279045.488549 = -118904319.189370
  nChanged 49
Iteration 300F (219415.930000 sec): 125 clusters
  Score: Raw -119183369.933655 + Penalty 279045.488549 = -118904324.445106
  nChanged 37
Iteration 301Q (219729.400000 sec): 125 clusters
  Score: Raw -119183372.476794 + Penalty 279045.488549 = -118904326.988246
  nChanged 32
Iteration 302Q (220042.950000 sec): 125 clusters
  Score: Raw -119183375.509218 + Penalty 279045.488549 = -118904330.020669
  nChanged 29
Iteration 303Q (220355.760000 sec): 125 clusters
  Score: Raw -119183377.463114 + Penalty 279045.488549 = -118904331.974565
  nChanged 27
Iteration 304Q (220668.500000 sec): 125 clusters
  Score: Raw -119183379.647769 + Penalty 279045.488549 = -118904334.159220
  nChanged 14
Iteration 305Q (220981.200000 sec): 125 clusters
  Score: Raw -119183380.764679 + Penalty 279045.488549 = -118904335.276130
  nChanged 21
Iteration 306Q (221294.040000 sec): 125 clusters
  Score: Raw -119183382.532871 + Penalty 279045.488549 = -118904337.044322
  nChanged 17
Iteration 307Q (221607.180000 sec): 125 clusters
  Score: Raw -119183384.272723 + Penalty 279045.488549 = -118904338.784174
  nChanged 20
Iteration 308Q (221919.960000 sec): 125 clusters
  Score: Raw -119183385.892573 + Penalty 279045.488549 = -118904340.404024
  nChanged 16
Iteration 309Q (222232.650000 sec): 125 clusters
  Score: Raw -119183387.724277 + Penalty 279045.488549 = -118904342.235728
  nChanged 16
Iteration 310Q (222545.400000 sec): 125 clusters
  Score: Raw -119183390.970898 + Penalty 279045.488549 = -118904345.482350
  nChanged 30
Iteration 311Q (222859.020000 sec): 125 clusters
  Score: Raw -119183394.853359 + Penalty 279045.488549 = -118904349.364810
  nChanged 30
Iteration 312Q (223171.770000 sec): 125 clusters
  Score: Raw -119183398.500680 + Penalty 279045.488549 = -118904353.012131
  nChanged 25
Iteration 313Q (223485.400000 sec): 125 clusters
  Score: Raw -119183400.493290 + Penalty 279045.488549 = -118904355.004741
  nChanged 23
Iteration 314Q (223798.960000 sec): 125 clusters
  Score: Raw -119183402.775181 + Penalty 279045.488549 = -118904357.286632
  nChanged 25
Iteration 315Q (224111.710000 sec): 125 clusters
  Score: Raw -119183405.345295 + Penalty 279045.488549 = -118904359.856746
  nChanged 20
Iteration 316Q (224425.170000 sec): 125 clusters
  Score: Raw -119183408.478190 + Penalty 279045.488549 = -118904362.989641
  nChanged 33
Iteration 317Q (224737.910000 sec): 125 clusters
  Score: Raw -119183412.610603 + Penalty 279045.488549 = -118904367.122054
  nChanged 26
Iteration 318Q (225050.570000 sec): 125 clusters
  Score: Raw -119183415.505839 + Penalty 279045.488549 = -118904370.017290
  nChanged 29
Iteration 319Q (225363.990000 sec): 125 clusters
  Score: Raw -119183417.489797 + Penalty 279045.488549 = -118904372.001248
  nChanged 20
Iteration 320F (225805.800000 sec): 125 clusters
  Score: Raw -119183419.351599 + Penalty 279045.488549 = -118904373.863050
  nChanged 18
Iteration 321Q (226118.550000 sec): 125 clusters
  Score: Raw -119183420.672928 + Penalty 279045.488549 = -118904375.184379
  nChanged 13
Iteration 322Q (226432.160000 sec): 125 clusters
  Score: Raw -119183421.170195 + Penalty 279045.488549 = -118904375.681646
  nChanged 8
Iteration 323Q (226745.640000 sec): 125 clusters
  Score: Raw -119183421.403028 + Penalty 279045.488549 = -118904375.914479
  nChanged 5
Iteration 324Q (227058.090000 sec): 125 clusters
  Score: Raw -119183421.687042 + Penalty 279045.488549 = -118904376.198494
  nChanged 10
Iteration 325Q (227371.690000 sec): 125 clusters
  Score: Raw -119183421.998491 + Penalty 279045.488549 = -118904376.509942
  nChanged 12
Iteration 326Q (227685.240000 sec): 125 clusters
  Score: Raw -119183422.719860 + Penalty 279045.488549 = -118904377.231311
  nChanged 11
Iteration 327Q (227998.700000 sec): 125 clusters
  Score: Raw -119183423.368457 + Penalty 279045.488549 = -118904377.879908
  nChanged 6
Iteration 328Q (228311.430000 sec): 125 clusters
  Score: Raw -119183423.766878 + Penalty 279045.488549 = -118904378.278329
  nChanged 4
Iteration 329Q (228623.440000 sec): 125 clusters
  Score: Raw -119183424.058688 + Penalty 279045.488549 = -118904378.570139
  nChanged 3
Iteration 330Q (228936.260000 sec): 125 clusters
  Score: Raw -119183424.521201 + Penalty 279045.488549 = -118904379.032652
  nChanged 2
Iteration 331Q (229249.050000 sec): 125 clusters
  Score: Raw -119183424.742026 + Penalty 279045.488549 = -118904379.253477
  nChanged 5
Iteration 332Q (229561.740000 sec): 125 clusters
  Score: Raw -119183425.346641 + Penalty 279045.488549 = -118904379.858092
  nChanged 4
Iteration 333Q (229875.200000 sec): 125 clusters
  Score: Raw -119183425.615938 + Penalty 279045.488549 = -118904380.127390
  nChanged 3
Iteration 334Q (230188.830000 sec): 125 clusters
  Score: Raw -119183425.751174 + Penalty 279045.488549 = -118904380.262626
  nChanged 0
Iteration 335F (230630.460000 sec): 125 clusters
  Score: Raw -119183425.751174 + Penalty 279045.488549 = -118904380.262626
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.
Compute initial score before splitting:   Score: Raw -119183425.751174 + Penalty 279045.488549 = -118904380.262626
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 1 (7836 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (230631.080000 sec): 2 clusters
  Score: Raw -960293.800237 + Penalty 1457.053614 = -958836.746623
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (230631.220000 sec): 3 clusters
  Score: Raw -955938.883744 + Penalty 2914.107228 = -953024.776516
  nChanged 3313
		SP:Iteration 1F (230631.340000 sec): 3 clusters
  Score: Raw -957757.318023 + Penalty 2914.107228 = -954843.210795
  nChanged 569
		SP:Iteration 2F (230631.460000 sec): 3 clusters
  Score: Raw -958063.967192 + Penalty 2914.107228 = -955149.859964
  nChanged 472
		SP:Iteration 3F (230631.590000 sec): 3 clusters
  Score: Raw -958312.788592 + Penalty 2914.107228 = -955398.681364
  nChanged 408
		SP:Iteration 4F (230631.710000 sec): 3 clusters
  Score: Raw -958526.704567 + Penalty 2914.107228 = -955612.597339
  nChanged 395
		SP:Iteration 5F (230631.840000 sec): 3 clusters
  Score: Raw -958762.589193 + Penalty 2914.107228 = -955848.481965
  nChanged 402
		SP:Iteration 6F (230631.960000 sec): 3 clusters
  Score: Raw -959004.082265 + Penalty 2914.107228 = -956089.975037
  nChanged 379
		SP:Iteration 7Q (230632.090000 sec): 3 clusters
  Score: Raw -959218.561481 + Penalty 2914.107228 = -956304.454253
  nChanged 351
		SP:Iteration 8Q (230632.220000 sec): 3 clusters
  Score: Raw -959417.655708 + Penalty 2914.107228 = -956503.548480
  nChanged 306
		SP:Iteration 9Q (230632.340000 sec): 3 clusters
  Score: Raw -959574.731882 + Penalty 2914.107228 = -956660.624654
  nChanged 270
		SP:Iteration 10Q (230632.470000 sec): 3 clusters
  Score: Raw -959715.858230 + Penalty 2914.107228 = -956801.751001
  nChanged 239
		SP:Iteration 11Q (230632.590000 sec): 3 clusters
  Score: Raw -959829.297286 + Penalty 2914.107228 = -956915.190058
  nChanged 194
		SP:Iteration 12Q (230632.720000 sec): 3 clusters
  Score: Raw -959925.583861 + Penalty 2914.107228 = -957011.476633
  nChanged 169
		SP:Iteration 13Q (230632.840000 sec): 3 clusters
  Score: Raw -960006.569511 + Penalty 2914.107228 = -957092.462283
  nChanged 152
		SP:Iteration 14Q (230632.970000 sec): 3 clusters
  Score: Raw -960060.602951 + Penalty 2914.107228 = -957146.495723
  nChanged 115
		SP:Iteration 15Q (230633.090000 sec): 3 clusters
  Score: Raw -960098.318654 + Penalty 2914.107228 = -957184.211425
  nChanged 100
		SP:Iteration 16Q (230633.220000 sec): 3 clusters
  Score: Raw -960134.266421 + Penalty 2914.107228 = -957220.159193
  nChanged 78
		SP:Iteration 17Q (230633.340000 sec): 3 clusters
  Score: Raw -960158.146588 + Penalty 2914.107228 = -957244.039360
  nChanged 61
		SP:Iteration 18Q (230633.460000 sec): 3 clusters
  Score: Raw -960181.382141 + Penalty 2914.107228 = -957267.274912
  nChanged 72
		SP:Iteration 19Q (230633.580000 sec): 3 clusters
  Score: Raw -960212.157592 + Penalty 2914.107228 = -957298.050364
  nChanged 72
		SP:Iteration 20F (230633.700000 sec): 3 clusters
  Score: Raw -960239.946958 + Penalty 2914.107228 = -957325.839729
  nChanged 64
		SP:Iteration 21Q (230633.820000 sec): 3 clusters
  Score: Raw -960267.500659 + Penalty 2914.107228 = -957353.393431
  nChanged 64
		SP:Iteration 22Q (230633.940000 sec): 3 clusters
  Score: Raw -960287.269542 + Penalty 2914.107228 = -957373.162313
  nChanged 52
		SP:Iteration 23Q (230634.060000 sec): 3 clusters
  Score: Raw -960304.148284 + Penalty 2914.107228 = -957390.041056
  nChanged 47
		SP:Iteration 24Q (230634.190000 sec): 3 clusters
  Score: Raw -960315.489075 + Penalty 2914.107228 = -957401.381847
  nChanged 34
		SP:Iteration 25Q (230634.310000 sec): 3 clusters
  Score: Raw -960323.154774 + Penalty 2914.107228 = -957409.047545
  nChanged 35
		SP:Iteration 26Q (230634.430000 sec): 3 clusters
  Score: Raw -960331.959026 + Penalty 2914.107228 = -957417.851797
  nChanged 36
		SP:Iteration 27Q (230634.550000 sec): 3 clusters
  Score: Raw -960340.317533 + Penalty 2914.107228 = -957426.210305
  nChanged 27
		SP:Iteration 28Q (230634.680000 sec): 3 clusters
  Score: Raw -960347.741703 + Penalty 2914.107228 = -957433.634475
  nChanged 30
		SP:Iteration 29Q (230634.800000 sec): 3 clusters
  Score: Raw -960356.035749 + Penalty 2914.107228 = -957441.928521
  nChanged 31
		SP:Iteration 30Q (230634.920000 sec): 3 clusters
  Score: Raw -960364.942321 + Penalty 2914.107228 = -957450.835093
  nChanged 38
		SP:Iteration 31Q (230635.040000 sec): 3 clusters
  Score: Raw -960374.918438 + Penalty 2914.107228 = -957460.811210
  nChanged 32
		SP:Iteration 32Q (230635.170000 sec): 3 clusters
  Score: Raw -960381.366506 + Penalty 2914.107228 = -957467.259278
  nChanged 27
		SP:Iteration 33Q (230635.290000 sec): 3 clusters
  Score: Raw -960387.978789 + Penalty 2914.107228 = -957473.871560
  nChanged 25
		SP:Iteration 34Q (230635.410000 sec): 3 clusters
  Score: Raw -960395.456341 + Penalty 2914.107228 = -957481.349112
  nChanged 36
		SP:Iteration 35Q (230635.530000 sec): 3 clusters
  Score: Raw -960406.340978 + Penalty 2914.107228 = -957492.233750
  nChanged 32
		SP:Iteration 36Q (230635.650000 sec): 3 clusters
  Score: Raw -960415.871261 + Penalty 2914.107228 = -957501.764033
  nChanged 26
		SP:Iteration 37Q (230635.770000 sec): 3 clusters
  Score: Raw -960423.542057 + Penalty 2914.107228 = -957509.434828
  nChanged 30
		SP:Iteration 38Q (230635.900000 sec): 3 clusters
  Score: Raw -960432.309701 + Penalty 2914.107228 = -957518.202472
  nChanged 39
		SP:Iteration 39Q (230636.020000 sec): 3 clusters
  Score: Raw -960442.749019 + Penalty 2914.107228 = -957528.641791
  nChanged 28
		SP:Iteration 40F (230636.150000 sec): 3 clusters
  Score: Raw -960450.125141 + Penalty 2914.107228 = -957536.017913
  nChanged 25
		SP:Iteration 41Q (230636.270000 sec): 3 clusters
  Score: Raw -960456.115656 + Penalty 2914.107228 = -957542.008428
  nChanged 18
		SP:Iteration 42Q (230636.390000 sec): 3 clusters
  Score: Raw -960460.468185 + Penalty 2914.107228 = -957546.360956
  nChanged 16
		SP:Iteration 43Q (230636.510000 sec): 3 clusters
  Score: Raw -960463.822119 + Penalty 2914.107228 = -957549.714891
  nChanged 17
		SP:Iteration 44Q (230636.630000 sec): 3 clusters
  Score: Raw -960466.879704 + Penalty 2914.107228 = -957552.772475
  nChanged 18
		SP:Iteration 45Q (230636.750000 sec): 3 clusters
  Score: Raw -960470.549783 + Penalty 2914.107228 = -957556.442554
  nChanged 20
		SP:Iteration 46Q (230636.870000 sec): 3 clusters
  Score: Raw -960475.491322 + Penalty 2914.107228 = -957561.384094
  nChanged 22
		SP:Iteration 47Q (230636.990000 sec): 3 clusters
  Score: Raw -960480.777101 + Penalty 2914.107228 = -957566.669873
  nChanged 26
		SP:Iteration 48Q (230637.120000 sec): 3 clusters
  Score: Raw -960486.802460 + Penalty 2914.107228 = -957572.695231
  nChanged 24
		SP:Iteration 49Q (230637.240000 sec): 3 clusters
  Score: Raw -960492.979961 + Penalty 2914.107228 = -957578.872733
  nChanged 26
		SP:Iteration 50Q (230637.360000 sec): 3 clusters
  Score: Raw -960499.189367 + Penalty 2914.107228 = -957585.082139
  nChanged 23
		SP:Iteration 51Q (230637.480000 sec): 3 clusters
  Score: Raw -960503.754420 + Penalty 2914.107228 = -957589.647192
  nChanged 25
		SP:Iteration 52Q (230637.600000 sec): 3 clusters
  Score: Raw -960510.214769 + Penalty 2914.107228 = -957596.107541
  nChanged 36
		SP:Iteration 53Q (230637.720000 sec): 3 clusters
  Score: Raw -960520.685891 + Penalty 2914.107228 = -957606.578663
  nChanged 35
		SP:Iteration 54Q (230637.840000 sec): 3 clusters
  Score: Raw -960529.454688 + Penalty 2914.107228 = -957615.347460
  nChanged 29
		SP:Iteration 55Q (230637.960000 sec): 3 clusters
  Score: Raw -960538.570319 + Penalty 2914.107228 = -957624.463090
  nChanged 31
		SP:Iteration 56Q (230638.090000 sec): 3 clusters
  Score: Raw -960549.887418 + Penalty 2914.107228 = -957635.780189
  nChanged 24
		SP:Iteration 57Q (230638.210000 sec): 3 clusters
  Score: Raw -960558.395583 + Penalty 2914.107228 = -957644.288355
  nChanged 30
		SP:Iteration 58Q (230638.330000 sec): 3 clusters
  Score: Raw -960568.658765 + Penalty 2914.107228 = -957654.551537
  nChanged 32
		SP:Iteration 59Q (230638.450000 sec): 3 clusters
  Score: Raw -960577.379907 + Penalty 2914.107228 = -957663.272679
  nChanged 29
		SP:Iteration 60F (230638.570000 sec): 3 clusters
  Score: Raw -960585.373162 + Penalty 2914.107228 = -957671.265933
  nChanged 30
		SP:Iteration 61Q (230638.700000 sec): 3 clusters
  Score: Raw -960594.441762 + Penalty 2914.107228 = -957680.334534
  nChanged 31
		SP:Iteration 62Q (230638.820000 sec): 3 clusters
  Score: Raw -960605.299311 + Penalty 2914.107228 = -957691.192083
  nChanged 23
		SP:Iteration 63Q (230638.940000 sec): 3 clusters
  Score: Raw -960613.763400 + Penalty 2914.107228 = -957699.656172
  nChanged 26
		SP:Iteration 64Q (230639.060000 sec): 3 clusters
  Score: Raw -960621.712347 + Penalty 2914.107228 = -957707.605119
  nChanged 22
		SP:Iteration 65Q (230639.180000 sec): 3 clusters
  Score: Raw -960628.530427 + Penalty 2914.107228 = -957714.423199
  nChanged 21
		SP:Iteration 66Q (230639.290000 sec): 3 clusters
  Score: Raw -960635.803095 + Penalty 2914.107228 = -957721.695867
  nChanged 23
		SP:Iteration 67Q (230639.410000 sec): 3 clusters
  Score: Raw -960641.075141 + Penalty 2914.107228 = -957726.967913
  nChanged 19
		SP:Iteration 68Q (230639.530000 sec): 3 clusters
  Score: Raw -960646.618131 + Penalty 2914.107228 = -957732.510903
  nChanged 19
		SP:Iteration 69Q (230639.650000 sec): 3 clusters
  Score: Raw -960652.575638 + Penalty 2914.107228 = -957738.468410
  nChanged 14
		SP:Iteration 70Q (230639.770000 sec): 3 clusters
  Score: Raw -960656.145186 + Penalty 2914.107228 = -957742.037958
  nChanged 10
		SP:Iteration 71Q (230639.890000 sec): 3 clusters
  Score: Raw -960658.646349 + Penalty 2914.107228 = -957744.539120
  nChanged 13
		SP:Iteration 72Q (230640.010000 sec): 3 clusters
  Score: Raw -960661.476949 + Penalty 2914.107228 = -957747.369721
  nChanged 12
		SP:Iteration 73Q (230640.130000 sec): 3 clusters
  Score: Raw -960664.649557 + Penalty 2914.107228 = -957750.542329
  nChanged 18
		SP:Iteration 74Q (230640.250000 sec): 3 clusters
  Score: Raw -960670.226001 + Penalty 2914.107228 = -957756.118773
  nChanged 12
		SP:Iteration 75Q (230640.370000 sec): 3 clusters
  Score: Raw -960673.384153 + Penalty 2914.107228 = -957759.276925
  nChanged 9
		SP:Iteration 76Q (230640.490000 sec): 3 clusters
  Score: Raw -960675.981671 + Penalty 2914.107228 = -957761.874443
  nChanged 11
		SP:Iteration 77Q (230640.610000 sec): 3 clusters
  Score: Raw -960678.738449 + Penalty 2914.107228 = -957764.631221
  nChanged 7
		SP:Iteration 78Q (230640.730000 sec): 3 clusters
  Score: Raw -960680.415717 + Penalty 2914.107228 = -957766.308489
  nChanged 6
		SP:Iteration 79Q (230640.850000 sec): 3 clusters
  Score: Raw -960681.518829 + Penalty 2914.107228 = -957767.411601
  nChanged 3
		SP:Iteration 80F (230641.020000 sec): 3 clusters
  Score: Raw -960681.982587 + Penalty 2914.107228 = -957767.875359
  nChanged 3
		SP:Iteration 81Q (230641.140000 sec): 3 clusters
  Score: Raw -960682.986621 + Penalty 2914.107228 = -957768.879393
  nChanged 5
		SP:Iteration 82Q (230641.250000 sec): 3 clusters
  Score: Raw -960684.307093 + Penalty 2914.107228 = -957770.199865
  nChanged 7
		SP:Iteration 83Q (230641.370000 sec): 3 clusters
  Score: Raw -960686.408372 + Penalty 2914.107228 = -957772.301143
  nChanged 6
		SP:Iteration 84Q (230641.480000 sec): 3 clusters
  Score: Raw -960687.810333 + Penalty 2914.107228 = -957773.703105
  nChanged 6
		SP:Iteration 85Q (230641.600000 sec): 3 clusters
  Score: Raw -960688.916836 + Penalty 2914.107228 = -957774.809608
  nChanged 5
		SP:Iteration 86Q (230641.720000 sec): 3 clusters
  Score: Raw -960689.830149 + Penalty 2914.107228 = -957775.722921
  nChanged 5
		SP:Iteration 87Q (230641.840000 sec): 3 clusters
  Score: Raw -960690.616760 + Penalty 2914.107228 = -957776.509532
  nChanged 6
		SP:Iteration 88Q (230641.950000 sec): 3 clusters
  Score: Raw -960692.396522 + Penalty 2914.107228 = -957778.289294
  nChanged 6
		SP:Iteration 89Q (230642.070000 sec): 3 clusters
  Score: Raw -960694.345745 + Penalty 2914.107228 = -957780.238516
  nChanged 8
		SP:Iteration 90Q (230642.190000 sec): 3 clusters
  Score: Raw -960696.485823 + Penalty 2914.107228 = -957782.378595
  nChanged 5
		SP:Iteration 91Q (230642.310000 sec): 3 clusters
  Score: Raw -960697.661035 + Penalty 2914.107228 = -957783.553807
  nChanged 3
		SP:Iteration 92Q (230642.430000 sec): 3 clusters
  Score: Raw -960698.115436 + Penalty 2914.107228 = -957784.008208
  nChanged 2
		SP:Iteration 93Q (230642.550000 sec): 3 clusters
  Score: Raw -960698.484126 + Penalty 2914.107228 = -957784.376898
  nChanged 4
		SP:Iteration 94Q (230642.670000 sec): 3 clusters
  Score: Raw -960699.407720 + Penalty 2914.107228 = -957785.300492
  nChanged 3
		SP:Iteration 95Q (230642.790000 sec): 3 clusters
  Score: Raw -960700.144043 + Penalty 2914.107228 = -957786.036815
  nChanged 2
		SP:Iteration 96Q (230642.910000 sec): 3 clusters
  Score: Raw -960700.257517 + Penalty 2914.107228 = -957786.150289
  nChanged 2
		SP:Iteration 97Q (230643.030000 sec): 3 clusters
  Score: Raw -960700.493820 + Penalty 2914.107228 = -957786.386592
  nChanged 1
		SP:Iteration 98Q (230643.150000 sec): 3 clusters
  Score: Raw -960700.639837 + Penalty 2914.107228 = -957786.532609
  nChanged 1
		SP:Iteration 99Q (230643.270000 sec): 3 clusters
  Score: Raw -960700.744026 + Penalty 2914.107228 = -957786.636798
  nChanged 1
		SP:Iteration 100F (230643.390000 sec): 3 clusters
  Score: Raw -960700.858776 + Penalty 2914.107228 = -957786.751548
  nChanged 2
		SP:Iteration 101Q (230643.510000 sec): 3 clusters
  Score: Raw -960701.478499 + Penalty 2914.107228 = -957787.371271
  nChanged 1
		SP:Iteration 102Q (230643.630000 sec): 3 clusters
  Score: Raw -960701.831578 + Penalty 2914.107228 = -957787.724350
  nChanged 2
		SP:Iteration 103Q (230643.750000 sec): 3 clusters
  Score: Raw -960702.523388 + Penalty 2914.107228 = -957788.416160
  nChanged 4
		SP:Iteration 104Q (230643.870000 sec): 3 clusters
  Score: Raw -960703.091075 + Penalty 2914.107228 = -957788.983847
  nChanged 2
		SP:Iteration 105Q (230643.990000 sec): 3 clusters
  Score: Raw -960703.678385 + Penalty 2914.107228 = -957789.571156
  nChanged 5
		SP:Iteration 106Q (230644.110000 sec): 3 clusters
  Score: Raw -960704.972793 + Penalty 2914.107228 = -957790.865565
  nChanged 4
		SP:Iteration 107Q (230644.230000 sec): 3 clusters
  Score: Raw -960705.863258 + Penalty 2914.107228 = -957791.756030
  nChanged 1
		SP:Iteration 108Q (230644.350000 sec): 3 clusters
  Score: Raw -960706.193585 + Penalty 2914.107228 = -957792.086357
  nChanged 1
		SP:Iteration 109Q (230644.470000 sec): 3 clusters
  Score: Raw -960706.280331 + Penalty 2914.107228 = -957792.173103
  nChanged 0
		SP:Iteration 110F (230644.590000 sec): 3 clusters
  Score: Raw -960706.280331 + Penalty 2914.107228 = -957792.173103
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 2 (9807 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (230644.710000 sec): 2 clusters
  Score: Raw -1106687.664141 + Penalty 1493.513401 = -1105194.150741
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (230644.860000 sec): 3 clusters
  Score: Raw -1101061.686987 + Penalty 2987.026801 = -1098074.660186
  nChanged 4276
		SP:Iteration 1F (230644.990000 sec): 3 clusters
  Score: Raw -1103504.887195 + Penalty 2987.026801 = -1100517.860394
  nChanged 680
		SP:Iteration 2F (230645.130000 sec): 3 clusters
  Score: Raw -1103826.887967 + Penalty 2987.026801 = -1100839.861166
  nChanged 565
		SP:Iteration 3F (230645.290000 sec): 3 clusters
  Score: Raw -1104113.248912 + Penalty 2987.026801 = -1101126.222111
  nChanged 517
		SP:Iteration 4F (230645.430000 sec): 3 clusters
  Score: Raw -1104383.693477 + Penalty 2987.026801 = -1101396.666676
  nChanged 497
		SP:Iteration 5F (230645.560000 sec): 3 clusters
  Score: Raw -1104671.873149 + Penalty 2987.026801 = -1101684.846348
  nChanged 501
		SP:Iteration 6F (230645.730000 sec): 3 clusters
  Score: Raw -1104954.435049 + Penalty 2987.026801 = -1101967.408248
  nChanged 474
		SP:Iteration 7Q (230645.900000 sec): 3 clusters
  Score: Raw -1105208.981517 + Penalty 2987.026801 = -1102221.954716
  nChanged 416
		SP:Iteration 8Q (230646.040000 sec): 3 clusters
  Score: Raw -1105446.912019 + Penalty 2987.026801 = -1102459.885218
  nChanged 392
		SP:Iteration 9Q (230646.180000 sec): 3 clusters
  Score: Raw -1105683.392085 + Penalty 2987.026801 = -1102696.365284
  nChanged 358
		SP:Iteration 10Q (230646.350000 sec): 3 clusters
  Score: Raw -1105910.835435 + Penalty 2987.026801 = -1102923.808634
  nChanged 319
		SP:Iteration 11Q (230646.500000 sec): 3 clusters
  Score: Raw -1106115.673703 + Penalty 2987.026801 = -1103128.646902
  nChanged 286
		SP:Iteration 12Q (230646.630000 sec): 3 clusters
  Score: Raw -1106315.200299 + Penalty 2987.026801 = -1103328.173498
  nChanged 252
		SP:Iteration 13Q (230646.760000 sec): 3 clusters
  Score: Raw -1106506.245588 + Penalty 2987.026801 = -1103519.218787
  nChanged 196
		SP:Iteration 14Q (230646.930000 sec): 3 clusters
  Score: Raw -1106652.728011 + Penalty 2987.026801 = -1103665.701210
  nChanged 123
		SP:Iteration 15Q (230647.090000 sec): 3 clusters
  Score: Raw -1106737.569238 + Penalty 2987.026801 = -1103750.542437
  nChanged 101
		SP:Iteration 16Q (230647.230000 sec): 3 clusters
  Score: Raw -1106811.219779 + Penalty 2987.026801 = -1103824.192978
  nChanged 75
		SP:Iteration 17Q (230647.360000 sec): 3 clusters
  Score: Raw -1106873.575032 + Penalty 2987.026801 = -1103886.548231
  nChanged 58
		SP:Iteration 18Q (230647.520000 sec): 3 clusters
  Score: Raw -1106918.711358 + Penalty 2987.026801 = -1103931.684557
  nChanged 48
		SP:Iteration 19Q (230647.680000 sec): 3 clusters
  Score: Raw -1106954.362056 + Penalty 2987.026801 = -1103967.335255
  nChanged 42
		SP:Iteration 20F (230647.820000 sec): 3 clusters
  Score: Raw -1106981.390551 + Penalty 2987.026801 = -1103994.363750
  nChanged 22
		SP:Iteration 21Q (230647.950000 sec): 3 clusters
  Score: Raw -1106996.629393 + Penalty 2987.026801 = -1104009.602592
  nChanged 17
		SP:Iteration 22Q (230648.100000 sec): 3 clusters
  Score: Raw -1107004.653402 + Penalty 2987.026801 = -1104017.626601
  nChanged 11
		SP:Iteration 23Q (230648.260000 sec): 3 clusters
  Score: Raw -1107010.167319 + Penalty 2987.026801 = -1104023.140518
  nChanged 7
		SP:Iteration 24Q (230648.400000 sec): 3 clusters
  Score: Raw -1107013.445187 + Penalty 2987.026801 = -1104026.418386
  nChanged 5
		SP:Iteration 25Q (230648.540000 sec): 3 clusters
  Score: Raw -1107015.661559 + Penalty 2987.026801 = -1104028.634758
  nChanged 3
		SP:Iteration 26Q (230648.660000 sec): 3 clusters
  Score: Raw -1107016.504585 + Penalty 2987.026801 = -1104029.477784
  nChanged 1
		SP:Iteration 27Q (230648.800000 sec): 3 clusters
  Score: Raw -1107016.737675 + Penalty 2987.026801 = -1104029.710874
  nChanged 0
		SP:Iteration 28F (230648.960000 sec): 3 clusters
  Score: Raw -1107016.737675 + Penalty 2987.026801 = -1104029.710874
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 3 (10778 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (230649.110000 sec): 2 clusters
  Score: Raw -1240020.631392 + Penalty 1508.855124 = -1238511.776268
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (230649.270000 sec): 3 clusters
  Score: Raw -1233846.396112 + Penalty 3017.710247 = -1230828.685865
  nChanged 4763
		SP:Iteration 1F (230649.430000 sec): 3 clusters
  Score: Raw -1237130.422980 + Penalty 3017.710247 = -1234112.712733
  nChanged 994
		SP:Iteration 2F (230649.580000 sec): 3 clusters
  Score: Raw -1237916.475934 + Penalty 3017.710247 = -1234898.765687
  nChanged 857
		SP:Iteration 3F (230649.730000 sec): 3 clusters
  Score: Raw -1238613.179973 + Penalty 3017.710247 = -1235595.469726
  nChanged 777
		SP:Iteration 4F (230649.910000 sec): 3 clusters
  Score: Raw -1239280.372798 + Penalty 3017.710247 = -1236262.662551
  nChanged 657
		SP:Iteration 5F (230650.050000 sec): 3 clusters
  Score: Raw -1239864.972717 + Penalty 3017.710247 = -1236847.262470
  nChanged 558
		SP:Iteration 6F (230650.200000 sec): 3 clusters
  Score: Raw -1240382.415344 + Penalty 3017.710247 = -1237364.705097
  nChanged 419
		SP:Iteration 7Q (230650.380000 sec): 3 clusters
  Score: Raw -1240711.770557 + Penalty 3017.710247 = -1237694.060310
  nChanged 297
		SP:Iteration 8Q (230650.520000 sec): 3 clusters
  Score: Raw -1240906.781792 + Penalty 3017.710247 = -1237889.071545
  nChanged 219
		SP:Iteration 9Q (230650.660000 sec): 3 clusters
  Score: Raw -1241038.980850 + Penalty 3017.710247 = -1238021.270603
  nChanged 176
		SP:Iteration 10Q (230650.830000 sec): 3 clusters
  Score: Raw -1241118.885223 + Penalty 3017.710247 = -1238101.174976
  nChanged 117
		SP:Iteration 11Q (230650.970000 sec): 3 clusters
  Score: Raw -1241156.478501 + Penalty 3017.710247 = -1238138.768254
  nChanged 77
		SP:Iteration 12Q (230651.110000 sec): 3 clusters
  Score: Raw -1241179.324086 + Penalty 3017.710247 = -1238161.613839
  nChanged 61
		SP:Iteration 13Q (230651.280000 sec): 3 clusters
  Score: Raw -1241196.860023 + Penalty 3017.710247 = -1238179.149776
  nChanged 38
		SP:Iteration 14Q (230651.420000 sec): 3 clusters
  Score: Raw -1241206.547617 + Penalty 3017.710247 = -1238188.837370
  nChanged 43
		SP:Iteration 15Q (230651.560000 sec): 3 clusters
  Score: Raw -1241216.916633 + Penalty 3017.710247 = -1238199.206386
  nChanged 33
		SP:Iteration 16Q (230651.730000 sec): 3 clusters
  Score: Raw -1241225.869492 + Penalty 3017.710247 = -1238208.159245
  nChanged 24
		SP:Iteration 17Q (230651.880000 sec): 3 clusters
  Score: Raw -1241231.071553 + Penalty 3017.710247 = -1238213.361306
  nChanged 24
		SP:Iteration 18Q (230652.020000 sec): 3 clusters
  Score: Raw -1241235.388422 + Penalty 3017.710247 = -1238217.678175
  nChanged 14
		SP:Iteration 19Q (230652.190000 sec): 3 clusters
  Score: Raw -1241238.226332 + Penalty 3017.710247 = -1238220.516085
  nChanged 13
		SP:Iteration 20F (230652.340000 sec): 3 clusters
  Score: Raw -1241240.687111 + Penalty 3017.710247 = -1238222.976864
  nChanged 13
		SP:Iteration 21Q (230652.480000 sec): 3 clusters
  Score: Raw -1241243.546792 + Penalty 3017.710247 = -1238225.836545
  nChanged 12
		SP:Iteration 22Q (230652.650000 sec): 3 clusters
  Score: Raw -1241245.512601 + Penalty 3017.710247 = -1238227.802354
  nChanged 9
		SP:Iteration 23Q (230652.790000 sec): 3 clusters
  Score: Raw -1241247.222345 + Penalty 3017.710247 = -1238229.512098
  nChanged 13
		SP:Iteration 24Q (230652.930000 sec): 3 clusters
  Score: Raw -1241250.232483 + Penalty 3017.710247 = -1238232.522236
  nChanged 8
		SP:Iteration 25Q (230653.090000 sec): 3 clusters
  Score: Raw -1241252.144136 + Penalty 3017.710247 = -1238234.433889
  nChanged 6
		SP:Iteration 26Q (230653.240000 sec): 3 clusters
  Score: Raw -1241252.933122 + Penalty 3017.710247 = -1238235.222875
  nChanged 6
		SP:Iteration 27Q (230653.380000 sec): 3 clusters
  Score: Raw -1241253.775424 + Penalty 3017.710247 = -1238236.065177
  nChanged 5
		SP:Iteration 28Q (230653.540000 sec): 3 clusters
  Score: Raw -1241254.663001 + Penalty 3017.710247 = -1238236.952754
  nChanged 7
		SP:Iteration 29Q (230653.710000 sec): 3 clusters
  Score: Raw -1241255.884465 + Penalty 3017.710247 = -1238238.174218
  nChanged 8
		SP:Iteration 30Q (230653.850000 sec): 3 clusters
  Score: Raw -1241257.601806 + Penalty 3017.710247 = -1238239.891559
  nChanged 13
		SP:Iteration 31Q (230653.990000 sec): 3 clusters
  Score: Raw -1241260.107627 + Penalty 3017.710247 = -1238242.397380
  nChanged 11
		SP:Iteration 32Q (230654.160000 sec): 3 clusters
  Score: Raw -1241263.772868 + Penalty 3017.710247 = -1238246.062621
  nChanged 17
		SP:Iteration 33Q (230654.290000 sec): 3 clusters
  Score: Raw -1241268.341495 + Penalty 3017.710247 = -1238250.631248
  nChanged 19
		SP:Iteration 34Q (230654.440000 sec): 3 clusters
  Score: Raw -1241272.637442 + Penalty 3017.710247 = -1238254.927195
  nChanged 16
		SP:Iteration 35Q (230654.610000 sec): 3 clusters
  Score: Raw -1241275.882963 + Penalty 3017.710247 = -1238258.172716
  nChanged 10
		SP:Iteration 36Q (230654.750000 sec): 3 clusters
  Score: Raw -1241277.731461 + Penalty 3017.710247 = -1238260.021214
  nChanged 9
		SP:Iteration 37Q (230654.890000 sec): 3 clusters
  Score: Raw -1241279.427472 + Penalty 3017.710247 = -1238261.717225
  nChanged 9
		SP:Iteration 38Q (230655.050000 sec): 3 clusters
  Score: Raw -1241281.243510 + Penalty 3017.710247 = -1238263.533263
  nChanged 5
		SP:Iteration 39Q (230655.190000 sec): 3 clusters
  Score: Raw -1241282.491269 + Penalty 3017.710247 = -1238264.781022
  nChanged 5
		SP:Iteration 40F (230655.340000 sec): 3 clusters
  Score: Raw -1241283.414231 + Penalty 3017.710247 = -1238265.703984
  nChanged 5
		SP:Iteration 41Q (230655.510000 sec): 3 clusters
  Score: Raw -1241284.442549 + Penalty 3017.710247 = -1238266.732302
  nChanged 6
		SP:Iteration 42Q (230655.650000 sec): 3 clusters
  Score: Raw -1241285.667621 + Penalty 3017.710247 = -1238267.957374
  nChanged 7
		SP:Iteration 43Q (230655.790000 sec): 3 clusters
  Score: Raw -1241287.146145 + Penalty 3017.710247 = -1238269.435898
  nChanged 8
		SP:Iteration 44Q (230655.960000 sec): 3 clusters
  Score: Raw -1241288.791373 + Penalty 3017.710247 = -1238271.081126
  nChanged 6
		SP:Iteration 45Q (230656.100000 sec): 3 clusters
  Score: Raw -1241290.305144 + Penalty 3017.710247 = -1238272.594897
  nChanged 3
		SP:Iteration 46Q (230656.240000 sec): 3 clusters
  Score: Raw -1241291.095528 + Penalty 3017.710247 = -1238273.385281
  nChanged 5
		SP:Iteration 47Q (230656.410000 sec): 3 clusters
  Score: Raw -1241292.126929 + Penalty 3017.710247 = -1238274.416682
  nChanged 4
		SP:Iteration 48Q (230656.550000 sec): 3 clusters
  Score: Raw -1241292.546604 + Penalty 3017.710247 = -1238274.836357
  nChanged 1
		SP:Iteration 49Q (230656.690000 sec): 3 clusters
  Score: Raw -1241292.621553 + Penalty 3017.710247 = -1238274.911306
  nChanged 0
		SP:Iteration 50F (230656.860000 sec): 3 clusters
  Score: Raw -1241292.621553 + Penalty 3017.710247 = -1238274.911306
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 4 (36759 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (230657.170000 sec): 2 clusters
  Score: Raw -4533644.991013 + Penalty 1708.222486 = -4531936.768527
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (230657.600000 sec): 3 clusters
  Score: Raw -4510790.146071 + Penalty 3416.444971 = -4507373.701100
  nChanged 16992
		SP:Iteration 1F (230657.960000 sec): 3 clusters
  Score: Raw -4520415.896685 + Penalty 3416.444971 = -4516999.451714
  nChanged 1936
		SP:Iteration 2F (230658.360000 sec): 3 clusters
  Score: Raw -4521323.753820 + Penalty 3416.444971 = -4517907.308849
  nChanged 2399
		SP:Iteration 3F (230658.750000 sec): 3 clusters
  Score: Raw -4522837.758249 + Penalty 3416.444971 = -4519421.313278
  nChanged 3038
		SP:Iteration 4F (230659.150000 sec): 3 clusters
  Score: Raw -4525211.005681 + Penalty 3416.444971 = -4521794.560709
  nChanged 3123
		SP:Iteration 5F (230659.550000 sec): 3 clusters
  Score: Raw -4527847.122371 + Penalty 3416.444971 = -4524430.677400
  nChanged 2612
		SP:Iteration 6F (230659.910000 sec): 3 clusters
  Score: Raw -4530067.194272 + Penalty 3416.444971 = -4526650.749301
  nChanged 1827
		SP:Iteration 7Q (230660.280000 sec): 3 clusters
  Score: Raw -4531565.082802 + Penalty 3416.444971 = -4528148.637831
  nChanged 1208
		SP:Iteration 8Q (230660.660000 sec): 3 clusters
  Score: Raw -4532503.477652 + Penalty 3416.444971 = -4529087.032681
  nChanged 712
		SP:Iteration 9Q (230661.050000 sec): 3 clusters
  Score: Raw -4533030.299069 + Penalty 3416.444971 = -4529613.854098
  nChanged 422
		SP:Iteration 10Q (230661.380000 sec): 3 clusters
  Score: Raw -4533344.291795 + Penalty 3416.444971 = -4529927.846824
  nChanged 241
		SP:Iteration 11Q (230661.750000 sec): 3 clusters
  Score: Raw -4533538.351052 + Penalty 3416.444971 = -4530121.906081
  nChanged 150
		SP:Iteration 12Q (230662.090000 sec): 3 clusters
  Score: Raw -4533642.093432 + Penalty 3416.444971 = -4530225.648461
  nChanged 83
		SP:Iteration 13Q (230662.430000 sec): 3 clusters
  Score: Raw -4533702.805145 + Penalty 3416.444971 = -4530286.360174
  nChanged 58
		SP:Iteration 14Q (230662.750000 sec): 3 clusters
  Score: Raw -4533752.254220 + Penalty 3416.444971 = -4530335.809249
  nChanged 51
		SP:Iteration 15Q (230663.120000 sec): 3 clusters
  Score: Raw -4533800.390211 + Penalty 3416.444971 = -4530383.945239
  nChanged 40
		SP:Iteration 16Q (230663.440000 sec): 3 clusters
  Score: Raw -4533831.881543 + Penalty 3416.444971 = -4530415.436572
  nChanged 20
		SP:Iteration 17Q (230663.780000 sec): 3 clusters
  Score: Raw -4533848.978379 + Penalty 3416.444971 = -4530432.533408
  nChanged 15
		SP:Iteration 18Q (230664.110000 sec): 3 clusters
  Score: Raw -4533863.991749 + Penalty 3416.444971 = -4530447.546778
  nChanged 13
		SP:Iteration 19Q (230664.480000 sec): 3 clusters
  Score: Raw -4533877.232495 + Penalty 3416.444971 = -4530460.787524
  nChanged 12
		SP:Iteration 20F (230664.820000 sec): 3 clusters
  Score: Raw -4533889.216713 + Penalty 3416.444971 = -4530472.771742
  nChanged 12
		SP:Iteration 21Q (230665.170000 sec): 3 clusters
  Score: Raw -4533899.770227 + Penalty 3416.444971 = -4530483.325256
  nChanged 6
		SP:Iteration 22Q (230665.540000 sec): 3 clusters
  Score: Raw -4533904.515659 + Penalty 3416.444971 = -4530488.070688
  nChanged 5
		SP:Iteration 23Q (230665.860000 sec): 3 clusters
  Score: Raw -4533907.997674 + Penalty 3416.444971 = -4530491.552703
  nChanged 4
		SP:Iteration 24Q (230666.230000 sec): 3 clusters
  Score: Raw -4533911.534219 + Penalty 3416.444971 = -4530495.089247
  nChanged 6
		SP:Iteration 25Q (230666.550000 sec): 3 clusters
  Score: Raw -4533917.354696 + Penalty 3416.444971 = -4530500.909725
  nChanged 3
		SP:Iteration 26Q (230666.920000 sec): 3 clusters
  Score: Raw -4533920.626575 + Penalty 3416.444971 = -4530504.181604
  nChanged 2
		SP:Iteration 27Q (230667.240000 sec): 3 clusters
  Score: Raw -4533921.908344 + Penalty 3416.444971 = -4530505.463373
  nChanged 2
		SP:Iteration 28Q (230667.610000 sec): 3 clusters
  Score: Raw -4533923.101202 + Penalty 3416.444971 = -4530506.656231
  nChanged 2
		SP:Iteration 29Q (230667.930000 sec): 3 clusters
  Score: Raw -4533924.293018 + Penalty 3416.444971 = -4530507.848047
  nChanged 0
		SP:Iteration 30F (230668.330000 sec): 3 clusters
  Score: Raw -4533924.293018 + Penalty 3416.444971 = -4530507.848047
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 5 (6554 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (230668.410000 sec): 2 clusters
  Score: Raw -771754.797135 + Penalty 1428.022510 = -770326.774626
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (230668.530000 sec): 3 clusters
  Score: Raw -768286.582056 + Penalty 2856.045020 = -765430.537036
  nChanged 2680
		SP:Iteration 1F (230668.630000 sec): 3 clusters
  Score: Raw -769891.038938 + Penalty 2856.045020 = -767034.993918
  nChanged 500
		SP:Iteration 2F (230668.730000 sec): 3 clusters
  Score: Raw -770184.662955 + Penalty 2856.045020 = -767328.617936
  nChanged 385
		SP:Iteration 3F (230668.840000 sec): 3 clusters
  Score: Raw -770380.769894 + Penalty 2856.045020 = -767524.724874
  nChanged 291
		SP:Iteration 4Q (230668.940000 sec): 3 clusters
  Score: Raw -770518.439294 + Penalty 2856.045020 = -767662.394274
  nChanged 260
		SP:Iteration 5Q (230669.040000 sec): 3 clusters
  Score: Raw -770632.574710 + Penalty 2856.045020 = -767776.529691
  nChanged 192
		SP:Iteration 6Q (230669.140000 sec): 3 clusters
  Score: Raw -770704.068156 + Penalty 2856.045020 = -767848.023137
  nChanged 153
		SP:Iteration 7Q (230669.240000 sec): 3 clusters
  Score: Raw -770758.225549 + Penalty 2856.045020 = -767902.180530
  nChanged 142
		SP:Iteration 8Q (230669.340000 sec): 3 clusters
  Score: Raw -770821.213261 + Penalty 2856.045020 = -767965.168241
  nChanged 135
		SP:Iteration 9Q (230669.440000 sec): 3 clusters
  Score: Raw -770876.881636 + Penalty 2856.045020 = -768020.836616
  nChanged 133
		SP:Iteration 10Q (230669.550000 sec): 3 clusters
  Score: Raw -770937.948017 + Penalty 2856.045020 = -768081.902998
  nChanged 142
		SP:Iteration 11Q (230669.650000 sec): 3 clusters
  Score: Raw -771001.877612 + Penalty 2856.045020 = -768145.832592
  nChanged 135
		SP:Iteration 12Q (230669.750000 sec): 3 clusters
  Score: Raw -771062.569701 + Penalty 2856.045020 = -768206.524682
  nChanged 142
		SP:Iteration 13Q (230669.870000 sec): 3 clusters
  Score: Raw -771140.436088 + Penalty 2856.045020 = -768284.391068
  nChanged 165
		SP:Iteration 14Q (230669.980000 sec): 3 clusters
  Score: Raw -771231.496860 + Penalty 2856.045020 = -768375.451841
  nChanged 172
		SP:Iteration 15Q (230670.080000 sec): 3 clusters
  Score: Raw -771355.947496 + Penalty 2856.045020 = -768499.902476
  nChanged 231
		SP:Iteration 16Q (230670.180000 sec): 3 clusters
  Score: Raw -771564.597192 + Penalty 2856.045020 = -768708.552173
  nChanged 249
		SP:Iteration 17Q (230670.280000 sec): 3 clusters
  Score: Raw -771796.146673 + Penalty 2856.045020 = -768940.101654
  nChanged 257
		SP:Iteration 18Q (230670.390000 sec): 3 clusters
  Score: Raw -772043.869707 + Penalty 2856.045020 = -769187.824688
  nChanged 242
		SP:Iteration 19Q (230670.490000 sec): 3 clusters
  Score: Raw -772233.801460 + Penalty 2856.045020 = -769377.756440
  nChanged 203
		SP:Iteration 20F (230670.590000 sec): 3 clusters
  Score: Raw -772385.398629 + Penalty 2856.045020 = -769529.353610
  nChanged 161
		SP:Iteration 21Q (230670.690000 sec): 3 clusters
  Score: Raw -772494.287016 + Penalty 2856.045020 = -769638.241997
  nChanged 126
		SP:Iteration 22Q (230670.790000 sec): 3 clusters
  Score: Raw -772559.797428 + Penalty 2856.045020 = -769703.752408
  nChanged 81
		SP:Iteration 23Q (230670.890000 sec): 3 clusters
  Score: Raw -772591.114301 + Penalty 2856.045020 = -769735.069282
  nChanged 55
		SP:Iteration 24Q (230670.990000 sec): 3 clusters
  Score: Raw -772611.409495 + Penalty 2856.045020 = -769755.364475
  nChanged 39
		SP:Iteration 25Q (230671.100000 sec): 3 clusters
  Score: Raw -772620.928549 + Penalty 2856.045020 = -769764.883530
  nChanged 23
		SP:Iteration 26Q (230671.200000 sec): 3 clusters
  Score: Raw -772626.244027 + Penalty 2856.045020 = -769770.199007
  nChanged 22
		SP:Iteration 27Q (230671.310000 sec): 3 clusters
  Score: Raw -772630.038941 + Penalty 2856.045020 = -769773.993921
  nChanged 15
		SP:Iteration 28Q (230671.410000 sec): 3 clusters
  Score: Raw -772632.273422 + Penalty 2856.045020 = -769776.228403
  nChanged 9
		SP:Iteration 29Q (230671.510000 sec): 3 clusters
  Score: Raw -772633.745810 + Penalty 2856.045020 = -769777.700790
  nChanged 5
		SP:Iteration 30Q (230671.610000 sec): 3 clusters
  Score: Raw -772634.395934 + Penalty 2856.045020 = -769778.350914
  nChanged 6
		SP:Iteration 31Q (230671.710000 sec): 3 clusters
  Score: Raw -772635.169756 + Penalty 2856.045020 = -769779.124737
  nChanged 2
		SP:Iteration 32Q (230671.810000 sec): 3 clusters
  Score: Raw -772635.408697 + Penalty 2856.045020 = -769779.363678
  nChanged 4
		SP:Iteration 33Q (230671.920000 sec): 3 clusters
  Score: Raw -772635.819854 + Penalty 2856.045020 = -769779.774834
  nChanged 2
		SP:Iteration 34Q (230672.020000 sec): 3 clusters
  Score: Raw -772636.005698 + Penalty 2856.045020 = -769779.960679
  nChanged 2
		SP:Iteration 35Q (230672.130000 sec): 3 clusters
  Score: Raw -772636.162598 + Penalty 2856.045020 = -769780.117579
  nChanged 0
		SP:Iteration 36F (230672.250000 sec): 3 clusters
  Score: Raw -772636.162598 + Penalty 2856.045020 = -769780.117579
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 6 (2718 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (230672.320000 sec): 2 clusters
  Score: Raw -304928.018826 + Penalty 1284.993384 = -303643.025442
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (230672.380000 sec): 3 clusters
  Score: Raw -303650.452613 + Penalty 2569.986768 = -301080.465845
  nChanged 1006
		SP:Iteration 1F (230672.430000 sec): 3 clusters
  Score: Raw -304277.924830 + Penalty 2569.986768 = -301707.938062
  nChanged 214
		SP:Iteration 2F (230672.490000 sec): 3 clusters
  Score: Raw -304439.856038 + Penalty 2569.986768 = -301869.869269
  nChanged 161
		SP:Iteration 3F (230672.540000 sec): 3 clusters
  Score: Raw -304559.429370 + Penalty 2569.986768 = -301989.442601
  nChanged 117
		SP:Iteration 4Q (230672.590000 sec): 3 clusters
  Score: Raw -304645.099921 + Penalty 2569.986768 = -302075.113153
  nChanged 100
		SP:Iteration 5Q (230672.640000 sec): 3 clusters
  Score: Raw -304713.730837 + Penalty 2569.986768 = -302143.744069
  nChanged 90
		SP:Iteration 6Q (230672.690000 sec): 3 clusters
  Score: Raw -304775.178597 + Penalty 2569.986768 = -302205.191829
  nChanged 83
		SP:Iteration 7Q (230672.740000 sec): 3 clusters
  Score: Raw -304844.812773 + Penalty 2569.986768 = -302274.826005
  nChanged 88
		SP:Iteration 8Q (230672.780000 sec): 3 clusters
  Score: Raw -304915.573790 + Penalty 2569.986768 = -302345.587021
  nChanged 81
		SP:Iteration 9Q (230672.840000 sec): 3 clusters
  Score: Raw -304980.230036 + Penalty 2569.986768 = -302410.243268
  nChanged 78
		SP:Iteration 10Q (230672.880000 sec): 3 clusters
  Score: Raw -305032.194391 + Penalty 2569.986768 = -302462.207623
  nChanged 63
		SP:Iteration 11Q (230672.930000 sec): 3 clusters
  Score: Raw -305072.963829 + Penalty 2569.986768 = -302502.977061
  nChanged 66
		SP:Iteration 12Q (230672.980000 sec): 3 clusters
  Score: Raw -305112.019965 + Penalty 2569.986768 = -302542.033197
  nChanged 48
		SP:Iteration 13Q (230673.030000 sec): 3 clusters
  Score: Raw -305139.545611 + Penalty 2569.986768 = -302569.558843
  nChanged 44
		SP:Iteration 14Q (230673.080000 sec): 3 clusters
  Score: Raw -305171.043321 + Penalty 2569.986768 = -302601.056553
  nChanged 48
		SP:Iteration 15Q (230673.130000 sec): 3 clusters
  Score: Raw -305202.017173 + Penalty 2569.986768 = -302632.030404
  nChanged 52
		SP:Iteration 16Q (230673.180000 sec): 3 clusters
  Score: Raw -305243.281195 + Penalty 2569.986768 = -302673.294426
  nChanged 48
		SP:Iteration 17Q (230673.230000 sec): 3 clusters
  Score: Raw -305273.578987 + Penalty 2569.986768 = -302703.592218
  nChanged 40
		SP:Iteration 18Q (230673.280000 sec): 3 clusters
  Score: Raw -305295.455525 + Penalty 2569.986768 = -302725.468757
  nChanged 34
		SP:Iteration 19Q (230673.330000 sec): 3 clusters
  Score: Raw -305312.333601 + Penalty 2569.986768 = -302742.346832
  nChanged 19
		SP:Iteration 20F (230673.380000 sec): 3 clusters
  Score: Raw -305325.035621 + Penalty 2569.986768 = -302755.048853
  nChanged 25
		SP:Iteration 21Q (230673.430000 sec): 3 clusters
  Score: Raw -305337.289547 + Penalty 2569.986768 = -302767.302778
  nChanged 16
		SP:Iteration 22Q (230673.480000 sec): 3 clusters
  Score: Raw -305345.172275 + Penalty 2569.986768 = -302775.185506
  nChanged 14
		SP:Iteration 23Q (230673.520000 sec): 3 clusters
  Score: Raw -305348.893792 + Penalty 2569.986768 = -302778.907024
  nChanged 3
		SP:Iteration 24Q (230673.580000 sec): 3 clusters
  Score: Raw -305349.881280 + Penalty 2569.986768 = -302779.894512
  nChanged 2
		SP:Iteration 25Q (230673.620000 sec): 3 clusters
  Score: Raw -305350.623159 + Penalty 2569.986768 = -302780.636391
  nChanged 2
		SP:Iteration 26Q (230673.670000 sec): 3 clusters
  Score: Raw -305350.919983 + Penalty 2569.986768 = -302780.933215
  nChanged 2
		SP:Iteration 27Q (230673.720000 sec): 3 clusters
  Score: Raw -305351.332031 + Penalty 2569.986768 = -302781.345263
  nChanged 3
		SP:Iteration 28Q (230673.770000 sec): 3 clusters
  Score: Raw -305353.228378 + Penalty 2569.986768 = -302783.241610
  nChanged 5
		SP:Iteration 29Q (230673.820000 sec): 3 clusters
  Score: Raw -305355.263904 + Penalty 2569.986768 = -302785.277136
  nChanged 6
		SP:Iteration 30Q (230673.870000 sec): 3 clusters
  Score: Raw -305356.955607 + Penalty 2569.986768 = -302786.968838
  nChanged 5
		SP:Iteration 31Q (230673.920000 sec): 3 clusters
  Score: Raw -305358.424236 + Penalty 2569.986768 = -302788.437468
  nChanged 2
		SP:Iteration 32Q (230673.970000 sec): 3 clusters
  Score: Raw -305359.575338 + Penalty 2569.986768 = -302789.588569
  nChanged 3
		SP:Iteration 33Q (230674.020000 sec): 3 clusters
  Score: Raw -305361.275152 + Penalty 2569.986768 = -302791.288384
  nChanged 4
		SP:Iteration 34Q (230674.060000 sec): 3 clusters
  Score: Raw -305362.510212 + Penalty 2569.986768 = -302792.523443
  nChanged 1
		SP:Iteration 35Q (230674.120000 sec): 3 clusters
  Score: Raw -305362.673035 + Penalty 2569.986768 = -302792.686267
  nChanged 0
		SP:Iteration 36F (230674.160000 sec): 3 clusters
  Score: Raw -305362.673035 + Penalty 2569.986768 = -302792.686267
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 7 (122 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (230674.220000 sec): 2 clusters
  Score: Raw -12580.812007 + Penalty 780.653420 = -11800.158587
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (230674.220000 sec): 3 clusters
  Score: Raw -12798.181580 + Penalty 1561.306840 = -11236.874740
  nChanged 10
		SP:Iteration 1F (230674.220000 sec): 3 clusters
  Score: Raw -12865.719981 + Penalty 1561.306840 = -11304.413141
  nChanged 3
		SP:Iteration 2Q (230674.230000 sec): 3 clusters
  Score: Raw -12882.891713 + Penalty 1561.306840 = -11321.584873
  nChanged 1
		SP:Iteration 3Q (230674.230000 sec): 3 clusters
  Score: Raw -12889.175562 + Penalty 1561.306840 = -11327.868723
  nChanged 2
		SP:Iteration 4Q (230674.240000 sec): 3 clusters
  Score: Raw -12899.151201 + Penalty 1561.306840 = -11337.844362
  nChanged 0
		SP:Iteration 5F (230674.240000 sec): 3 clusters
  Score: Raw -12899.151201 + Penalty 1561.306840 = -11337.844362
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 8 (280 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (230674.280000 sec): 2 clusters
  Score: Raw -29173.016034 + Penalty 915.653311 = -28257.362724
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (230674.290000 sec): 3 clusters
  Score: Raw -29238.198367 + Penalty 1831.306621 = -27406.891746
  nChanged 38
		SP:Iteration 1F (230674.300000 sec): 3 clusters
  Score: Raw -29328.323865 + Penalty 1831.306621 = -27497.017244
  nChanged 16
		SP:Iteration 2F (230674.300000 sec): 3 clusters
  Score: Raw -29369.918686 + Penalty 1831.306621 = -27538.612065
  nChanged 2
		SP:Iteration 3Q (230674.310000 sec): 3 clusters
  Score: Raw -29375.207777 + Penalty 1831.306621 = -27543.901156
  nChanged 1
		SP:Iteration 4Q (230674.320000 sec): 3 clusters
  Score: Raw -29377.526491 + Penalty 1831.306621 = -27546.219870
  nChanged 0
		SP:Iteration 5F (230674.320000 sec): 3 clusters
  Score: Raw -29377.526491 + Penalty 1831.306621 = -27546.219870
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 9 (8765 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (230674.430000 sec): 2 clusters
  Score: Raw -1117463.410423 + Penalty 1475.259792 = -1115988.150631
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (230674.580000 sec): 3 clusters
  Score: Raw -1112539.561936 + Penalty 2950.519584 = -1109589.042352
  nChanged 3803
		SP:Iteration 1F (230674.710000 sec): 3 clusters
  Score: Raw -1114581.319688 + Penalty 2950.519584 = -1111630.800104
  nChanged 541
		SP:Iteration 2F (230674.860000 sec): 3 clusters
  Score: Raw -1114803.630468 + Penalty 2950.519584 = -1111853.110884
  nChanged 411
		SP:Iteration 3Q (230675.000000 sec): 3 clusters
  Score: Raw -1114947.552239 + Penalty 2950.519584 = -1111997.032654
  nChanged 353
		SP:Iteration 4Q (230675.140000 sec): 3 clusters
  Score: Raw -1115088.849452 + Penalty 2950.519584 = -1112138.329868
  nChanged 368
		SP:Iteration 5Q (230675.280000 sec): 3 clusters
  Score: Raw -1115251.855172 + Penalty 2950.519584 = -1112301.335588
  nChanged 378
		SP:Iteration 6Q (230675.410000 sec): 3 clusters
  Score: Raw -1115418.966721 + Penalty 2950.519584 = -1112468.447137
  nChanged 377
		SP:Iteration 7Q (230675.550000 sec): 3 clusters
  Score: Raw -1115585.390743 + Penalty 2950.519584 = -1112634.871158
  nChanged 351
		SP:Iteration 8Q (230675.690000 sec): 3 clusters
  Score: Raw -1115745.544690 + Penalty 2950.519584 = -1112795.025106
  nChanged 325
		SP:Iteration 9Q (230675.840000 sec): 3 clusters
  Score: Raw -1115896.628646 + Penalty 2950.519584 = -1112946.109062
  nChanged 308
		SP:Iteration 10Q (230675.980000 sec): 3 clusters
  Score: Raw -1116040.829998 + Penalty 2950.519584 = -1113090.310414
  nChanged 288
		SP:Iteration 11Q (230676.110000 sec): 3 clusters
  Score: Raw -1116171.853388 + Penalty 2950.519584 = -1113221.333804
  nChanged 255
		SP:Iteration 12Q (230676.240000 sec): 3 clusters
  Score: Raw -1116296.044967 + Penalty 2950.519584 = -1113345.525383
  nChanged 247
		SP:Iteration 13Q (230676.380000 sec): 3 clusters
  Score: Raw -1116429.088149 + Penalty 2950.519584 = -1113478.568565
  nChanged 267
		SP:Iteration 14Q (230676.520000 sec): 3 clusters
  Score: Raw -1116583.951098 + Penalty 2950.519584 = -1113633.431514
  nChanged 247
		SP:Iteration 15Q (230676.670000 sec): 3 clusters
  Score: Raw -1116739.925772 + Penalty 2950.519584 = -1113789.406187
  nChanged 220
		SP:Iteration 16Q (230676.810000 sec): 3 clusters
  Score: Raw -1116887.072011 + Penalty 2950.519584 = -1113936.552427
  nChanged 209
		SP:Iteration 17Q (230676.950000 sec): 3 clusters
  Score: Raw -1117040.617505 + Penalty 2950.519584 = -1114090.097921
  nChanged 164
		SP:Iteration 18Q (230677.080000 sec): 3 clusters
  Score: Raw -1117167.101894 + Penalty 2950.519584 = -1114216.582310
  nChanged 140
		SP:Iteration 19Q (230677.210000 sec): 3 clusters
  Score: Raw -1117281.380409 + Penalty 2950.519584 = -1114330.860825
  nChanged 117
		SP:Iteration 20F (230677.350000 sec): 3 clusters
  Score: Raw -1117386.853327 + Penalty 2950.519584 = -1114436.333743
  nChanged 72
		SP:Iteration 21Q (230677.490000 sec): 3 clusters
  Score: Raw -1117453.668694 + Penalty 2950.519584 = -1114503.149110
  nChanged 56
		SP:Iteration 22Q (230677.620000 sec): 3 clusters
  Score: Raw -1117513.615966 + Penalty 2950.519584 = -1114563.096382
  nChanged 33
		SP:Iteration 23Q (230677.760000 sec): 3 clusters
  Score: Raw -1117553.496458 + Penalty 2950.519584 = -1114602.976874
  nChanged 24
		SP:Iteration 24Q (230677.900000 sec): 3 clusters
  Score: Raw -1117577.619726 + Penalty 2950.519584 = -1114627.100141
  nChanged 16
		SP:Iteration 25Q (230678.020000 sec): 3 clusters
  Score: Raw -1117593.856586 + Penalty 2950.519584 = -1114643.337002
  nChanged 21
		SP:Iteration 26Q (230678.140000 sec): 3 clusters
  Score: Raw -1117620.664021 + Penalty 2950.519584 = -1114670.144437
  nChanged 19
		SP:Iteration 27Q (230678.280000 sec): 3 clusters
  Score: Raw -1117648.262219 + Penalty 2950.519584 = -1114697.742635
  nChanged 13
		SP:Iteration 28Q (230678.410000 sec): 3 clusters
  Score: Raw -1117665.513124 + Penalty 2950.519584 = -1114714.993540
  nChanged 7
		SP:Iteration 29Q (230678.540000 sec): 3 clusters
  Score: Raw -1117673.461465 + Penalty 2950.519584 = -1114722.941881
  nChanged 5
		SP:Iteration 30Q (230678.670000 sec): 3 clusters
  Score: Raw -1117678.832489 + Penalty 2950.519584 = -1114728.312905
  nChanged 3
		SP:Iteration 31Q (230678.800000 sec): 3 clusters
  Score: Raw -1117681.717919 + Penalty 2950.519584 = -1114731.198335
  nChanged 2
		SP:Iteration 32Q (230678.940000 sec): 3 clusters
  Score: Raw -1117685.367257 + Penalty 2950.519584 = -1114734.847673
  nChanged 2
		SP:Iteration 33Q (230679.060000 sec): 3 clusters
  Score: Raw -1117687.776609 + Penalty 2950.519584 = -1114737.257025
  nChanged 0
		SP:Iteration 34F (230679.210000 sec): 3 clusters
  Score: Raw -1117687.776609 + Penalty 2950.519584 = -1114737.257025
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 10 (4605 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (230679.290000 sec): 2 clusters
  Score: Raw -516923.171131 + Penalty 1370.670917 = -515552.500215
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (230679.400000 sec): 3 clusters
  Score: Raw -514567.758784 + Penalty 2741.341833 = -511826.416951
  nChanged 1873
		SP:Iteration 1F (230679.490000 sec): 3 clusters
  Score: Raw -515616.300308 + Penalty 2741.341833 = -512874.958475
  nChanged 371
		SP:Iteration 2F (230679.570000 sec): 3 clusters
  Score: Raw -515824.109396 + Penalty 2741.341833 = -513082.767562
  nChanged 262
		SP:Iteration 3F (230679.650000 sec): 3 clusters
  Score: Raw -515972.144932 + Penalty 2741.341833 = -513230.803098
  nChanged 204
		SP:Iteration 4Q (230679.740000 sec): 3 clusters
  Score: Raw -516088.608262 + Penalty 2741.341833 = -513347.266429
  nChanged 163
		SP:Iteration 5Q (230679.820000 sec): 3 clusters
  Score: Raw -516165.465878 + Penalty 2741.341833 = -513424.124045
  nChanged 143
		SP:Iteration 6Q (230679.900000 sec): 3 clusters
  Score: Raw -516238.564552 + Penalty 2741.341833 = -513497.222718
  nChanged 139
		SP:Iteration 7Q (230679.980000 sec): 3 clusters
  Score: Raw -516318.295849 + Penalty 2741.341833 = -513576.954016
  nChanged 144
		SP:Iteration 8Q (230680.110000 sec): 3 clusters
  Score: Raw -516384.177229 + Penalty 2741.341833 = -513642.835396
  nChanged 114
		SP:Iteration 9Q (230680.200000 sec): 3 clusters
  Score: Raw -516436.040024 + Penalty 2741.341833 = -513694.698191
  nChanged 112
		SP:Iteration 10Q (230680.280000 sec): 3 clusters
  Score: Raw -516488.867143 + Penalty 2741.341833 = -513747.525310
  nChanged 103
		SP:Iteration 11Q (230680.360000 sec): 3 clusters
  Score: Raw -516538.321978 + Penalty 2741.341833 = -513796.980144
  nChanged 99
		SP:Iteration 12Q (230680.440000 sec): 3 clusters
  Score: Raw -516582.519339 + Penalty 2741.341833 = -513841.177506
  nChanged 98
		SP:Iteration 13Q (230680.530000 sec): 3 clusters
  Score: Raw -516618.890767 + Penalty 2741.341833 = -513877.548934
  nChanged 83
		SP:Iteration 14Q (230680.610000 sec): 3 clusters
  Score: Raw -516655.149351 + Penalty 2741.341833 = -513913.807517
  nChanged 74
		SP:Iteration 15Q (230680.690000 sec): 3 clusters
  Score: Raw -516678.487564 + Penalty 2741.341833 = -513937.145730
  nChanged 49
		SP:Iteration 16Q (230680.780000 sec): 3 clusters
  Score: Raw -516696.029091 + Penalty 2741.341833 = -513954.687257
  nChanged 49
		SP:Iteration 17Q (230680.860000 sec): 3 clusters
  Score: Raw -516714.700951 + Penalty 2741.341833 = -513973.359118
  nChanged 39
		SP:Iteration 18Q (230680.940000 sec): 3 clusters
  Score: Raw -516728.639290 + Penalty 2741.341833 = -513987.297457
  nChanged 42
		SP:Iteration 19Q (230681.020000 sec): 3 clusters
  Score: Raw -516746.285579 + Penalty 2741.341833 = -514004.943745
  nChanged 50
		SP:Iteration 20F (230681.100000 sec): 3 clusters
  Score: Raw -516766.379231 + Penalty 2741.341833 = -514025.037398
  nChanged 57
		SP:Iteration 21Q (230681.190000 sec): 3 clusters
  Score: Raw -516790.506481 + Penalty 2741.341833 = -514049.164648
  nChanged 52
		SP:Iteration 22Q (230681.270000 sec): 3 clusters
  Score: Raw -516813.807347 + Penalty 2741.341833 = -514072.465514
  nChanged 59
		SP:Iteration 23Q (230681.350000 sec): 3 clusters
  Score: Raw -516844.561771 + Penalty 2741.341833 = -514103.219938
  nChanged 71
		SP:Iteration 24Q (230681.440000 sec): 3 clusters
  Score: Raw -516891.290274 + Penalty 2741.341833 = -514149.948441
  nChanged 75
		SP:Iteration 25Q (230681.520000 sec): 3 clusters
  Score: Raw -516955.962308 + Penalty 2741.341833 = -514214.620475
  nChanged 90
		SP:Iteration 26Q (230681.600000 sec): 3 clusters
  Score: Raw -517040.008370 + Penalty 2741.341833 = -514298.666537
  nChanged 101
		SP:Iteration 27Q (230681.680000 sec): 3 clusters
  Score: Raw -517133.797620 + Penalty 2741.341833 = -514392.455787
  nChanged 99
		SP:Iteration 28Q (230681.760000 sec): 3 clusters
  Score: Raw -517229.999336 + Penalty 2741.341833 = -514488.657503
  nChanged 89
		SP:Iteration 29Q (230681.840000 sec): 3 clusters
  Score: Raw -517317.420251 + Penalty 2741.341833 = -514576.078418
  nChanged 99
		SP:Iteration 30Q (230681.920000 sec): 3 clusters
  Score: Raw -517407.734563 + Penalty 2741.341833 = -514666.392730
  nChanged 83
		SP:Iteration 31Q (230682.000000 sec): 3 clusters
  Score: Raw -517472.966787 + Penalty 2741.341833 = -514731.624954
  nChanged 63
		SP:Iteration 32Q (230682.080000 sec): 3 clusters
  Score: Raw -517516.019685 + Penalty 2741.341833 = -514774.677852
  nChanged 60
		SP:Iteration 33Q (230682.160000 sec): 3 clusters
  Score: Raw -517553.771946 + Penalty 2741.341833 = -514812.430113
  nChanged 55
		SP:Iteration 34Q (230682.240000 sec): 3 clusters
  Score: Raw -517587.017990 + Penalty 2741.341833 = -514845.676157
  nChanged 40
		SP:Iteration 35Q (230682.320000 sec): 3 clusters
  Score: Raw -517609.249921 + Penalty 2741.341833 = -514867.908087
  nChanged 34
		SP:Iteration 36Q (230682.400000 sec): 3 clusters
  Score: Raw -517630.755438 + Penalty 2741.341833 = -514889.413604
  nChanged 43
		SP:Iteration 37Q (230682.480000 sec): 3 clusters
  Score: Raw -517652.339675 + Penalty 2741.341833 = -514910.997842
  nChanged 46
		SP:Iteration 38Q (230682.560000 sec): 3 clusters
  Score: Raw -517674.431695 + Penalty 2741.341833 = -514933.089862
  nChanged 29
		SP:Iteration 39Q (230682.640000 sec): 3 clusters
  Score: Raw -517686.173265 + Penalty 2741.341833 = -514944.831432
  nChanged 24
		SP:Iteration 40F (230682.730000 sec): 3 clusters
  Score: Raw -517695.585578 + Penalty 2741.341833 = -514954.243745
  nChanged 18
		SP:Iteration 41Q (230682.810000 sec): 3 clusters
  Score: Raw -517702.530436 + Penalty 2741.341833 = -514961.188602
  nChanged 14
		SP:Iteration 42Q (230682.890000 sec): 3 clusters
  Score: Raw -517706.766441 + Penalty 2741.341833 = -514965.424608
  nChanged 11
		SP:Iteration 43Q (230682.970000 sec): 3 clusters
  Score: Raw -517711.482928 + Penalty 2741.341833 = -514970.141095
  nChanged 13
		SP:Iteration 44Q (230683.050000 sec): 3 clusters
  Score: Raw -517714.744886 + Penalty 2741.341833 = -514973.403052
  nChanged 7
		SP:Iteration 45Q (230683.130000 sec): 3 clusters
  Score: Raw -517716.657459 + Penalty 2741.341833 = -514975.315626
  nChanged 10
		SP:Iteration 46Q (230683.210000 sec): 3 clusters
  Score: Raw -517720.120349 + Penalty 2741.341833 = -514978.778516
  nChanged 4
		SP:Iteration 47Q (230683.290000 sec): 3 clusters
  Score: Raw -517721.675573 + Penalty 2741.341833 = -514980.333739
  nChanged 4
		SP:Iteration 48Q (230683.370000 sec): 3 clusters
  Score: Raw -517723.608604 + Penalty 2741.341833 = -514982.266771
  nChanged 4
		SP:Iteration 49Q (230683.450000 sec): 3 clusters
  Score: Raw -517725.259739 + Penalty 2741.341833 = -514983.917906
  nChanged 5
		SP:Iteration 50Q (230683.530000 sec): 3 clusters
  Score: Raw -517726.969386 + Penalty 2741.341833 = -514985.627553
  nChanged 2
		SP:Iteration 51Q (230683.610000 sec): 3 clusters
  Score: Raw -517727.813886 + Penalty 2741.341833 = -514986.472052
  nChanged 2
		SP:Iteration 52Q (230683.690000 sec): 3 clusters
  Score: Raw -517729.032383 + Penalty 2741.341833 = -514987.690550
  nChanged 3
		SP:Iteration 53Q (230683.770000 sec): 3 clusters
  Score: Raw -517729.907972 + Penalty 2741.341833 = -514988.566138
  nChanged 0
		SP:Iteration 54F (230683.850000 sec): 3 clusters
  Score: Raw -517729.907972 + Penalty 2741.341833 = -514988.566138
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 11 (155634 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (230684.980000 sec): 2 clusters
  Score: Raw -18334950.809361 + Penalty 1942.730136 = -18333008.079225
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (230686.430000 sec): 3 clusters
  Score: Raw -18232376.067212 + Penalty 3885.460272 = -18228490.606940
  nChanged 75307
		SP:Iteration 1F (230687.880000 sec): 3 clusters
  Score: Raw -18277693.445544 + Penalty 3885.460272 = -18273807.985272
  nChanged 6620
		SP:Iteration 2Q (230689.280000 sec): 3 clusters
  Score: Raw -18280213.909939 + Penalty 3885.460272 = -18276328.449667
  nChanged 8456
		SP:Iteration 3F (230690.730000 sec): 3 clusters
  Score: Raw -18284484.755719 + Penalty 3885.460272 = -18280599.295447
  nChanged 11206
		SP:Iteration 4F (230692.150000 sec): 3 clusters
  Score: Raw -18291853.129865 + Penalty 3885.460272 = -18287967.669593
  nChanged 13226
		SP:Iteration 5F (230693.590000 sec): 3 clusters
  Score: Raw -18302148.834075 + Penalty 3885.460272 = -18298263.373803
  nChanged 12999
		SP:Iteration 6F (230695.040000 sec): 3 clusters
  Score: Raw -18313446.734750 + Penalty 3885.460272 = -18309561.274478
  nChanged 10515
		SP:Iteration 7F (230696.450000 sec): 3 clusters
  Score: Raw -18322998.610318 + Penalty 3885.460272 = -18319113.150046
  nChanged 6948
		SP:Iteration 8Q (230697.880000 sec): 3 clusters
  Score: Raw -18329168.923352 + Penalty 3885.460272 = -18325283.463080
  nChanged 3884
		SP:Iteration 9Q (230699.230000 sec): 3 clusters
  Score: Raw -18332400.004753 + Penalty 3885.460272 = -18328514.544481
  nChanged 2060
		SP:Iteration 10Q (230700.540000 sec): 3 clusters
  Score: Raw -18333973.836786 + Penalty 3885.460272 = -18330088.376514
  nChanged 1014
		SP:Iteration 11Q (230701.840000 sec): 3 clusters
  Score: Raw -18334757.552441 + Penalty 3885.460272 = -18330872.092168
  nChanged 528
		SP:Iteration 12Q (230703.160000 sec): 3 clusters
  Score: Raw -18335183.522182 + Penalty 3885.460272 = -18331298.061910
  nChanged 312
		SP:Iteration 13Q (230704.430000 sec): 3 clusters
  Score: Raw -18335454.644289 + Penalty 3885.460272 = -18331569.184017
  nChanged 204
		SP:Iteration 14Q (230705.750000 sec): 3 clusters
  Score: Raw -18335617.059190 + Penalty 3885.460272 = -18331731.598918
  nChanged 158
		SP:Iteration 15Q (230707.020000 sec): 3 clusters
  Score: Raw -18335724.269251 + Penalty 3885.460272 = -18331838.808979
  nChanged 138
		SP:Iteration 16Q (230708.330000 sec): 3 clusters
  Score: Raw -18335805.026062 + Penalty 3885.460272 = -18331919.565789
  nChanged 123
		SP:Iteration 17Q (230709.590000 sec): 3 clusters
  Score: Raw -18335863.912183 + Penalty 3885.460272 = -18331978.451911
  nChanged 94
		SP:Iteration 18Q (230710.900000 sec): 3 clusters
  Score: Raw -18335900.016380 + Penalty 3885.460272 = -18332014.556108
  nChanged 58
		SP:Iteration 19Q (230712.220000 sec): 3 clusters
  Score: Raw -18335920.002698 + Penalty 3885.460272 = -18332034.542426
  nChanged 59
		SP:Iteration 20F (230713.620000 sec): 3 clusters
  Score: Raw -18335935.633265 + Penalty 3885.460272 = -18332050.172992
  nChanged 47
		SP:Iteration 21Q (230714.930000 sec): 3 clusters
  Score: Raw -18335951.047738 + Penalty 3885.460272 = -18332065.587466
  nChanged 47
		SP:Iteration 22Q (230716.200000 sec): 3 clusters
  Score: Raw -18335965.875025 + Penalty 3885.460272 = -18332080.414752
  nChanged 47
		SP:Iteration 23Q (230717.510000 sec): 3 clusters
  Score: Raw -18335979.550606 + Penalty 3885.460272 = -18332094.090334
  nChanged 32
		SP:Iteration 24Q (230718.770000 sec): 3 clusters
  Score: Raw -18335986.827131 + Penalty 3885.460272 = -18332101.366859
  nChanged 32
		SP:Iteration 25Q (230720.080000 sec): 3 clusters
  Score: Raw -18335993.758011 + Penalty 3885.460272 = -18332108.297739
  nChanged 29
		SP:Iteration 26Q (230721.340000 sec): 3 clusters
  Score: Raw -18336000.656094 + Penalty 3885.460272 = -18332115.195822
  nChanged 33
		SP:Iteration 27Q (230722.660000 sec): 3 clusters
  Score: Raw -18336008.451806 + Penalty 3885.460272 = -18332122.991534
  nChanged 27
		SP:Iteration 28Q (230723.920000 sec): 3 clusters
  Score: Raw -18336015.253150 + Penalty 3885.460272 = -18332129.792878
  nChanged 22
		SP:Iteration 29Q (230725.210000 sec): 3 clusters
  Score: Raw -18336019.779866 + Penalty 3885.460272 = -18332134.319594
  nChanged 23
		SP:Iteration 30Q (230726.460000 sec): 3 clusters
  Score: Raw -18336023.857853 + Penalty 3885.460272 = -18332138.397581
  nChanged 19
		SP:Iteration 31Q (230727.780000 sec): 3 clusters
  Score: Raw -18336027.121042 + Penalty 3885.460272 = -18332141.660770
  nChanged 13
		SP:Iteration 32Q (230729.040000 sec): 3 clusters
  Score: Raw -18336029.805288 + Penalty 3885.460272 = -18332144.345016
  nChanged 18
		SP:Iteration 33Q (230730.350000 sec): 3 clusters
  Score: Raw -18336032.539809 + Penalty 3885.460272 = -18332147.079537
  nChanged 10
		SP:Iteration 34Q (230731.640000 sec): 3 clusters
  Score: Raw -18336034.843015 + Penalty 3885.460272 = -18332149.382743
  nChanged 15
		SP:Iteration 35Q (230732.920000 sec): 3 clusters
  Score: Raw -18336038.068736 + Penalty 3885.460272 = -18332152.608463
  nChanged 18
		SP:Iteration 36Q (230734.230000 sec): 3 clusters
  Score: Raw -18336041.662973 + Penalty 3885.460272 = -18332156.202701
  nChanged 24
		SP:Iteration 37Q (230735.500000 sec): 3 clusters
  Score: Raw -18336046.291875 + Penalty 3885.460272 = -18332160.831603
  nChanged 19
		SP:Iteration 38Q (230736.810000 sec): 3 clusters
  Score: Raw -18336048.950183 + Penalty 3885.460272 = -18332163.489911
  nChanged 15
		SP:Iteration 39Q (230738.070000 sec): 3 clusters
  Score: Raw -18336051.781779 + Penalty 3885.460272 = -18332166.321507
  nChanged 10
		SP:Iteration 40F (230739.500000 sec): 3 clusters
  Score: Raw -18336053.996548 + Penalty 3885.460272 = -18332168.536276
  nChanged 11
		SP:Iteration 41Q (230740.770000 sec): 3 clusters
  Score: Raw -18336055.627891 + Penalty 3885.460272 = -18332170.167619
  nChanged 9
		SP:Iteration 42Q (230742.090000 sec): 3 clusters
  Score: Raw -18336056.887976 + Penalty 3885.460272 = -18332171.427704
  nChanged 5
		SP:Iteration 43Q (230743.350000 sec): 3 clusters
  Score: Raw -18336057.484474 + Penalty 3885.460272 = -18332172.024202
  nChanged 4
		SP:Iteration 44Q (230744.660000 sec): 3 clusters
  Score: Raw -18336058.112569 + Penalty 3885.460272 = -18332172.652297
  nChanged 7
		SP:Iteration 45Q (230745.920000 sec): 3 clusters
  Score: Raw -18336059.029468 + Penalty 3885.460272 = -18332173.569196
  nChanged 6
		SP:Iteration 46Q (230747.230000 sec): 3 clusters
  Score: Raw -18336059.944212 + Penalty 3885.460272 = -18332174.483940
  nChanged 5
		SP:Iteration 47Q (230748.530000 sec): 3 clusters
  Score: Raw -18336060.614256 + Penalty 3885.460272 = -18332175.153984
  nChanged 5
		SP:Iteration 48Q (230749.790000 sec): 3 clusters
  Score: Raw -18336061.245024 + Penalty 3885.460272 = -18332175.784752
  nChanged 5
		SP:Iteration 49Q (230751.110000 sec): 3 clusters
  Score: Raw -18336061.721674 + Penalty 3885.460272 = -18332176.261402
  nChanged 8
		SP:Iteration 50Q (230752.410000 sec): 3 clusters
  Score: Raw -18336062.547768 + Penalty 3885.460272 = -18332177.087495
  nChanged 7
		SP:Iteration 51Q (230753.690000 sec): 3 clusters
  Score: Raw -18336063.228848 + Penalty 3885.460272 = -18332177.768576
  nChanged 5
		SP:Iteration 52Q (230755.000000 sec): 3 clusters
  Score: Raw -18336064.057438 + Penalty 3885.460272 = -18332178.597166
  nChanged 5
		SP:Iteration 53Q (230756.260000 sec): 3 clusters
  Score: Raw -18336064.683007 + Penalty 3885.460272 = -18332179.222735
  nChanged 5
		SP:Iteration 54Q (230757.570000 sec): 3 clusters
  Score: Raw -18336065.421892 + Penalty 3885.460272 = -18332179.961620
  nChanged 4
		SP:Iteration 55Q (230758.840000 sec): 3 clusters
  Score: Raw -18336066.055477 + Penalty 3885.460272 = -18332180.595205
  nChanged 5
		SP:Iteration 56Q (230760.150000 sec): 3 clusters
  Score: Raw -18336067.120976 + Penalty 3885.460272 = -18332181.660704
  nChanged 5
		SP:Iteration 57Q (230761.420000 sec): 3 clusters
  Score: Raw -18336067.806686 + Penalty 3885.460272 = -18332182.346413
  nChanged 2
		SP:Iteration 58Q (230762.730000 sec): 3 clusters
  Score: Raw -18336067.977104 + Penalty 3885.460272 = -18332182.516832
  nChanged 1
		SP:Iteration 59Q (230764.040000 sec): 3 clusters
  Score: Raw -18336068.170178 + Penalty 3885.460272 = -18332182.709906
  nChanged 3
		SP:Iteration 60F (230765.450000 sec): 3 clusters
  Score: Raw -18336068.410112 + Penalty 3885.460272 = -18332182.949839
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 12 (7490 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (230765.550000 sec): 2 clusters
  Score: Raw -849851.010031 + Penalty 1449.715162 = -848401.294868
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (230765.710000 sec): 3 clusters
  Score: Raw -845719.237386 + Penalty 2899.430325 = -842819.807061
  nChanged 3201
		SP:Iteration 1F (230765.820000 sec): 3 clusters
  Score: Raw -847620.431959 + Penalty 2899.430325 = -844721.001634
  nChanged 610
		SP:Iteration 2F (230765.930000 sec): 3 clusters
  Score: Raw -848067.597066 + Penalty 2899.430325 = -845168.166741
  nChanged 558
		SP:Iteration 3F (230766.040000 sec): 3 clusters
  Score: Raw -848497.503668 + Penalty 2899.430325 = -845598.073343
  nChanged 508
		SP:Iteration 4F (230766.150000 sec): 3 clusters
  Score: Raw -848887.374191 + Penalty 2899.430325 = -845987.943866
  nChanged 440
		SP:Iteration 5F (230766.270000 sec): 3 clusters
  Score: Raw -849212.970175 + Penalty 2899.430325 = -846313.539851
  nChanged 406
		SP:Iteration 6F (230766.380000 sec): 3 clusters
  Score: Raw -849506.053699 + Penalty 2899.430325 = -846606.623374
  nChanged 334
		SP:Iteration 7Q (230766.490000 sec): 3 clusters
  Score: Raw -849762.378926 + Penalty 2899.430325 = -846862.948601
  nChanged 317
		SP:Iteration 8Q (230766.600000 sec): 3 clusters
  Score: Raw -849984.598296 + Penalty 2899.430325 = -847085.167971
  nChanged 269
		SP:Iteration 9Q (230766.710000 sec): 3 clusters
  Score: Raw -850156.992668 + Penalty 2899.430325 = -847257.562343
  nChanged 198
		SP:Iteration 10Q (230766.830000 sec): 3 clusters
  Score: Raw -850272.400814 + Penalty 2899.430325 = -847372.970489
  nChanged 164
		SP:Iteration 11Q (230766.950000 sec): 3 clusters
  Score: Raw -850355.547857 + Penalty 2899.430325 = -847456.117532
  nChanged 125
		SP:Iteration 12Q (230767.070000 sec): 3 clusters
  Score: Raw -850402.058536 + Penalty 2899.430325 = -847502.628212
  nChanged 90
		SP:Iteration 13Q (230767.190000 sec): 3 clusters
  Score: Raw -850429.363281 + Penalty 2899.430325 = -847529.932956
  nChanged 61
		SP:Iteration 14Q (230767.300000 sec): 3 clusters
  Score: Raw -850446.817108 + Penalty 2899.430325 = -847547.386783
  nChanged 53
		SP:Iteration 15Q (230767.420000 sec): 3 clusters
  Score: Raw -850462.336853 + Penalty 2899.430325 = -847562.906528
  nChanged 41
		SP:Iteration 16Q (230767.540000 sec): 3 clusters
  Score: Raw -850472.932804 + Penalty 2899.430325 = -847573.502479
  nChanged 49
		SP:Iteration 17Q (230767.660000 sec): 3 clusters
  Score: Raw -850486.210763 + Penalty 2899.430325 = -847586.780438
  nChanged 40
		SP:Iteration 18Q (230767.780000 sec): 3 clusters
  Score: Raw -850494.938614 + Penalty 2899.430325 = -847595.508289
  nChanged 33
		SP:Iteration 19Q (230767.890000 sec): 3 clusters
  Score: Raw -850501.931469 + Penalty 2899.430325 = -847602.501144
  nChanged 29
		SP:Iteration 20F (230768.010000 sec): 3 clusters
  Score: Raw -850506.836198 + Penalty 2899.430325 = -847607.405873
  nChanged 15
		SP:Iteration 21Q (230768.130000 sec): 3 clusters
  Score: Raw -850508.883715 + Penalty 2899.430325 = -847609.453390
  nChanged 8
		SP:Iteration 22Q (230768.250000 sec): 3 clusters
  Score: Raw -850509.970161 + Penalty 2899.430325 = -847610.539836
  nChanged 5
		SP:Iteration 23Q (230768.370000 sec): 3 clusters
  Score: Raw -850510.630818 + Penalty 2899.430325 = -847611.200494
  nChanged 4
		SP:Iteration 24Q (230768.490000 sec): 3 clusters
  Score: Raw -850511.143104 + Penalty 2899.430325 = -847611.712779
  nChanged 3
		SP:Iteration 25Q (230768.610000 sec): 3 clusters
  Score: Raw -850511.855818 + Penalty 2899.430325 = -847612.425493
  nChanged 4
		SP:Iteration 26Q (230768.720000 sec): 3 clusters
  Score: Raw -850512.784996 + Penalty 2899.430325 = -847613.354671
  nChanged 5
		SP:Iteration 27Q (230768.840000 sec): 3 clusters
  Score: Raw -850513.668622 + Penalty 2899.430325 = -847614.238297
  nChanged 5
		SP:Iteration 28Q (230768.960000 sec): 3 clusters
  Score: Raw -850514.348800 + Penalty 2899.430325 = -847614.918475
  nChanged 2
		SP:Iteration 29Q (230769.080000 sec): 3 clusters
  Score: Raw -850514.730875 + Penalty 2899.430325 = -847615.300550
  nChanged 4
		SP:Iteration 30Q (230769.190000 sec): 3 clusters
  Score: Raw -850515.404836 + Penalty 2899.430325 = -847615.974511
  nChanged 3
		SP:Iteration 31Q (230769.310000 sec): 3 clusters
  Score: Raw -850515.755660 + Penalty 2899.430325 = -847616.325335
  nChanged 4
		SP:Iteration 32Q (230769.430000 sec): 3 clusters
  Score: Raw -850516.128046 + Penalty 2899.430325 = -847616.697721
  nChanged 7
		SP:Iteration 33Q (230769.550000 sec): 3 clusters
  Score: Raw -850517.679118 + Penalty 2899.430325 = -847618.248793
  nChanged 11
		SP:Iteration 34Q (230769.670000 sec): 3 clusters
  Score: Raw -850520.022520 + Penalty 2899.430325 = -847620.592195
  nChanged 12
		SP:Iteration 35Q (230769.790000 sec): 3 clusters
  Score: Raw -850521.991368 + Penalty 2899.430325 = -847622.561043
  nChanged 6
		SP:Iteration 36Q (230769.910000 sec): 3 clusters
  Score: Raw -850523.511076 + Penalty 2899.430325 = -847624.080751
  nChanged 5
		SP:Iteration 37Q (230770.030000 sec): 3 clusters
  Score: Raw -850524.310207 + Penalty 2899.430325 = -847624.879883
  nChanged 3
		SP:Iteration 38Q (230770.140000 sec): 3 clusters
  Score: Raw -850525.376046 + Penalty 2899.430325 = -847625.945721
  nChanged 5
		SP:Iteration 39Q (230770.260000 sec): 3 clusters
  Score: Raw -850526.049299 + Penalty 2899.430325 = -847626.618974
  nChanged 4
		SP:Iteration 40F (230770.390000 sec): 3 clusters
  Score: Raw -850526.478483 + Penalty 2899.430325 = -847627.048158
  nChanged 5
		SP:Iteration 41Q (230770.500000 sec): 3 clusters
  Score: Raw -850527.086007 + Penalty 2899.430325 = -847627.655682
  nChanged 0
		SP:Iteration 42F (230770.620000 sec): 3 clusters
  Score: Raw -850527.086007 + Penalty 2899.430325 = -847627.655682
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 13 (83853 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (230771.250000 sec): 2 clusters
  Score: Raw -10452236.823094 + Penalty 1842.233339 = -10450394.589756
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (230772.070000 sec): 3 clusters
  Score: Raw -10397951.100837 + Penalty 3684.466677 = -10394266.634160
  nChanged 40039
		SP:Iteration 1F (230772.860000 sec): 3 clusters
  Score: Raw -10421642.924708 + Penalty 3684.466677 = -10417958.458031
  nChanged 3627
		SP:Iteration 2Q (230773.660000 sec): 3 clusters
  Score: Raw -10423055.154160 + Penalty 3684.466677 = -10419370.687483
  nChanged 4435
		SP:Iteration 3F (230774.450000 sec): 3 clusters
  Score: Raw -10425167.621430 + Penalty 3684.466677 = -10421483.154753
  nChanged 5061
		SP:Iteration 4F (230775.250000 sec): 3 clusters
  Score: Raw -10428059.051626 + Penalty 3684.466677 = -10424374.584949
  nChanged 5477
		SP:Iteration 5F (230776.040000 sec): 3 clusters
  Score: Raw -10431533.951258 + Penalty 3684.466677 = -10427849.484581
  nChanged 5333
		SP:Iteration 6F (230776.840000 sec): 3 clusters
  Score: Raw -10435044.123278 + Penalty 3684.466677 = -10431359.656601
  nChanged 4880
		SP:Iteration 7F (230777.640000 sec): 3 clusters
  Score: Raw -10438239.879341 + Penalty 3684.466677 = -10434555.412664
  nChanged 4269
		SP:Iteration 8F (230778.430000 sec): 3 clusters
  Score: Raw -10440691.771999 + Penalty 3684.466677 = -10437007.305322
  nChanged 3690
		SP:Iteration 9Q (230779.210000 sec): 3 clusters
  Score: Raw -10442672.101346 + Penalty 3684.466677 = -10438987.634669
  nChanged 3482
		SP:Iteration 10Q (230780.000000 sec): 3 clusters
  Score: Raw -10444393.193880 + Penalty 3684.466677 = -10440708.727203
  nChanged 3365
		SP:Iteration 11Q (230780.780000 sec): 3 clusters
  Score: Raw -10446000.203731 + Penalty 3684.466677 = -10442315.737054
  nChanged 3234
		SP:Iteration 12Q (230781.560000 sec): 3 clusters
  Score: Raw -10447463.855654 + Penalty 3684.466677 = -10443779.388977
  nChanged 2934
		SP:Iteration 13Q (230782.320000 sec): 3 clusters
  Score: Raw -10448717.905765 + Penalty 3684.466677 = -10445033.439088
  nChanged 2545
		SP:Iteration 14Q (230783.080000 sec): 3 clusters
  Score: Raw -10449745.531101 + Penalty 3684.466677 = -10446061.064424
  nChanged 2124
		SP:Iteration 15Q (230783.840000 sec): 3 clusters
  Score: Raw -10450554.694887 + Penalty 3684.466677 = -10446870.228210
  nChanged 1800
		SP:Iteration 16Q (230784.570000 sec): 3 clusters
  Score: Raw -10451198.148612 + Penalty 3684.466677 = -10447513.681935
  nChanged 1456
		SP:Iteration 17Q (230785.320000 sec): 3 clusters
  Score: Raw -10451689.936255 + Penalty 3684.466677 = -10448005.469578
  nChanged 1148
		SP:Iteration 18Q (230786.060000 sec): 3 clusters
  Score: Raw -10452051.091627 + Penalty 3684.466677 = -10448366.624950
  nChanged 911
		SP:Iteration 19Q (230786.800000 sec): 3 clusters
  Score: Raw -10452312.631021 + Penalty 3684.466677 = -10448628.164343
  nChanged 716
		SP:Iteration 20F (230787.640000 sec): 3 clusters
  Score: Raw -10452515.060316 + Penalty 3684.466677 = -10448830.593639
  nChanged 564
		SP:Iteration 21Q (230788.360000 sec): 3 clusters
  Score: Raw -10452658.730627 + Penalty 3684.466677 = -10448974.263950
  nChanged 444
		SP:Iteration 22Q (230789.070000 sec): 3 clusters
  Score: Raw -10452773.463447 + Penalty 3684.466677 = -10449088.996770
  nChanged 356
		SP:Iteration 23Q (230789.820000 sec): 3 clusters
  Score: Raw -10452858.066621 + Penalty 3684.466677 = -10449173.599944
  nChanged 276
		SP:Iteration 24Q (230790.520000 sec): 3 clusters
  Score: Raw -10452917.551926 + Penalty 3684.466677 = -10449233.085249
  nChanged 220
		SP:Iteration 25Q (230791.220000 sec): 3 clusters
  Score: Raw -10452962.999024 + Penalty 3684.466677 = -10449278.532347
  nChanged 192
		SP:Iteration 26Q (230791.960000 sec): 3 clusters
  Score: Raw -10453001.580613 + Penalty 3684.466677 = -10449317.113936
  nChanged 175
		SP:Iteration 27Q (230792.660000 sec): 3 clusters
  Score: Raw -10453035.034439 + Penalty 3684.466677 = -10449350.567762
  nChanged 130
		SP:Iteration 28Q (230793.360000 sec): 3 clusters
  Score: Raw -10453058.181072 + Penalty 3684.466677 = -10449373.714395
  nChanged 104
		SP:Iteration 29Q (230794.100000 sec): 3 clusters
  Score: Raw -10453076.657670 + Penalty 3684.466677 = -10449392.190993
  nChanged 77
		SP:Iteration 30Q (230794.790000 sec): 3 clusters
  Score: Raw -10453087.043893 + Penalty 3684.466677 = -10449402.577216
  nChanged 54
		SP:Iteration 31Q (230795.490000 sec): 3 clusters
  Score: Raw -10453093.738743 + Penalty 3684.466677 = -10449409.272066
  nChanged 40
		SP:Iteration 32Q (230796.230000 sec): 3 clusters
  Score: Raw -10453099.497521 + Penalty 3684.466677 = -10449415.030844
  nChanged 48
		SP:Iteration 33Q (230796.940000 sec): 3 clusters
  Score: Raw -10453106.138219 + Penalty 3684.466677 = -10449421.671542
  nChanged 47
		SP:Iteration 34Q (230797.640000 sec): 3 clusters
  Score: Raw -10453113.263950 + Penalty 3684.466677 = -10449428.797273
  nChanged 40
		SP:Iteration 35Q (230798.380000 sec): 3 clusters
  Score: Raw -10453118.049957 + Penalty 3684.466677 = -10449433.583280
  nChanged 30
		SP:Iteration 36Q (230799.100000 sec): 3 clusters
  Score: Raw -10453121.484736 + Penalty 3684.466677 = -10449437.018059
  nChanged 22
		SP:Iteration 37Q (230799.780000 sec): 3 clusters
  Score: Raw -10453123.703706 + Penalty 3684.466677 = -10449439.237029
  nChanged 13
		SP:Iteration 38Q (230800.520000 sec): 3 clusters
  Score: Raw -10453124.793781 + Penalty 3684.466677 = -10449440.327104
  nChanged 13
		SP:Iteration 39Q (230801.230000 sec): 3 clusters
  Score: Raw -10453125.995217 + Penalty 3684.466677 = -10449441.528540
  nChanged 15
		SP:Iteration 40F (230802.020000 sec): 3 clusters
  Score: Raw -10453127.440950 + Penalty 3684.466677 = -10449442.974273
  nChanged 13
		SP:Iteration 41Q (230802.720000 sec): 3 clusters
  Score: Raw -10453129.156482 + Penalty 3684.466677 = -10449444.689805
  nChanged 22
		SP:Iteration 42Q (230803.440000 sec): 3 clusters
  Score: Raw -10453131.696875 + Penalty 3684.466677 = -10449447.230198
  nChanged 25
		SP:Iteration 43Q (230804.160000 sec): 3 clusters
  Score: Raw -10453134.723531 + Penalty 3684.466677 = -10449450.256854
  nChanged 26
		SP:Iteration 44Q (230804.850000 sec): 3 clusters
  Score: Raw -10453137.817969 + Penalty 3684.466677 = -10449453.351292
  nChanged 19
		SP:Iteration 45Q (230805.540000 sec): 3 clusters
  Score: Raw -10453139.738628 + Penalty 3684.466677 = -10449455.271951
  nChanged 17
		SP:Iteration 46Q (230806.270000 sec): 3 clusters
  Score: Raw -10453141.792198 + Penalty 3684.466677 = -10449457.325521
  nChanged 15
		SP:Iteration 47Q (230806.990000 sec): 3 clusters
  Score: Raw -10453143.415629 + Penalty 3684.466677 = -10449458.948952
  nChanged 20
		SP:Iteration 48Q (230807.680000 sec): 3 clusters
  Score: Raw -10453145.352241 + Penalty 3684.466677 = -10449460.885564
  nChanged 13
		SP:Iteration 49Q (230808.420000 sec): 3 clusters
  Score: Raw -10453146.819756 + Penalty 3684.466677 = -10449462.353079
  nChanged 10
		SP:Iteration 50Q (230809.140000 sec): 3 clusters
  Score: Raw -10453148.101559 + Penalty 3684.466677 = -10449463.634882
  nChanged 9
		SP:Iteration 51Q (230809.830000 sec): 3 clusters
  Score: Raw -10453149.267572 + Penalty 3684.466677 = -10449464.800895
  nChanged 15
		SP:Iteration 52Q (230810.570000 sec): 3 clusters
  Score: Raw -10453150.727150 + Penalty 3684.466677 = -10449466.260473
  nChanged 8
		SP:Iteration 53Q (230811.290000 sec): 3 clusters
  Score: Raw -10453151.434881 + Penalty 3684.466677 = -10449466.968204
  nChanged 5
		SP:Iteration 54Q (230811.970000 sec): 3 clusters
  Score: Raw -10453151.855046 + Penalty 3684.466677 = -10449467.388369
  nChanged 1
		SP:Iteration 55Q (230812.710000 sec): 3 clusters
  Score: Raw -10453151.927782 + Penalty 3684.466677 = -10449467.461105
  nChanged 2
		SP:Iteration 56Q (230813.420000 sec): 3 clusters
  Score: Raw -10453152.099469 + Penalty 3684.466677 = -10449467.632792
  nChanged 2
		SP:Iteration 57Q (230814.120000 sec): 3 clusters
  Score: Raw -10453152.238908 + Penalty 3684.466677 = -10449467.772231
  nChanged 1
		SP:Iteration 58Q (230814.850000 sec): 3 clusters
  Score: Raw -10453152.342283 + Penalty 3684.466677 = -10449467.875606
  nChanged 2
		SP:Iteration 59Q (230815.570000 sec): 3 clusters
  Score: Raw -10453152.559836 + Penalty 3684.466677 = -10449468.093159
  nChanged 3
		SP:Iteration 60F (230816.360000 sec): 3 clusters
  Score: Raw -10453152.865289 + Penalty 3684.466677 = -10449468.398612
  nChanged 5
		SP:Iteration 61Q (230817.060000 sec): 3 clusters
  Score: Raw -10453153.367652 + Penalty 3684.466677 = -10449468.900975
  nChanged 2
		SP:Iteration 62Q (230817.750000 sec): 3 clusters
  Score: Raw -10453153.557630 + Penalty 3684.466677 = -10449469.090953
  nChanged 1
		SP:Iteration 63Q (230818.470000 sec): 3 clusters
  Score: Raw -10453153.721382 + Penalty 3684.466677 = -10449469.254705
  nChanged 1
		SP:Iteration 64Q (230819.190000 sec): 3 clusters
  Score: Raw -10453153.807473 + Penalty 3684.466677 = -10449469.340796
  nChanged 1
		SP:Iteration 65Q (230819.880000 sec): 3 clusters
  Score: Raw -10453153.871455 + Penalty 3684.466677 = -10449469.404778
  nChanged 0
		SP:Iteration 66F (230820.670000 sec): 3 clusters
  Score: Raw -10453153.871455 + Penalty 3684.466677 = -10449469.404778
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 14 (5613 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (230820.730000 sec): 2 clusters
  Score: Raw -644027.503968 + Penalty 1402.836600 = -642624.667368
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (230820.840000 sec): 3 clusters
  Score: Raw -641069.404227 + Penalty 2805.673200 = -638263.731027
  nChanged 2357
		SP:Iteration 1F (230820.940000 sec): 3 clusters
  Score: Raw -642443.733435 + Penalty 2805.673200 = -639638.060235
  nChanged 451
		SP:Iteration 2F (230821.030000 sec): 3 clusters
  Score: Raw -642748.002134 + Penalty 2805.673200 = -639942.328934
  nChanged 347
		SP:Iteration 3F (230821.130000 sec): 3 clusters
  Score: Raw -642997.296070 + Penalty 2805.673200 = -640191.622870
  nChanged 298
		SP:Iteration 4F (230821.230000 sec): 3 clusters
  Score: Raw -643227.377719 + Penalty 2805.673200 = -640421.704519
  nChanged 268
		SP:Iteration 5Q (230821.330000 sec): 3 clusters
  Score: Raw -643445.910328 + Penalty 2805.673200 = -640640.237128
  nChanged 269
		SP:Iteration 6Q (230821.420000 sec): 3 clusters
  Score: Raw -643671.228829 + Penalty 2805.673200 = -640865.555629
  nChanged 263
		SP:Iteration 7Q (230821.520000 sec): 3 clusters
  Score: Raw -643853.051736 + Penalty 2805.673200 = -641047.378536
  nChanged 242
		SP:Iteration 8Q (230821.610000 sec): 3 clusters
  Score: Raw -644029.159475 + Penalty 2805.673200 = -641223.486275
  nChanged 213
		SP:Iteration 9Q (230821.710000 sec): 3 clusters
  Score: Raw -644195.000505 + Penalty 2805.673200 = -641389.327305
  nChanged 192
		SP:Iteration 10Q (230821.800000 sec): 3 clusters
  Score: Raw -644352.594332 + Penalty 2805.673200 = -641546.921132
  nChanged 173
		SP:Iteration 11Q (230821.890000 sec): 3 clusters
  Score: Raw -644477.661525 + Penalty 2805.673200 = -641671.988325
  nChanged 132
		SP:Iteration 12Q (230821.990000 sec): 3 clusters
  Score: Raw -644563.515410 + Penalty 2805.673200 = -641757.842210
  nChanged 115
		SP:Iteration 13Q (230822.080000 sec): 3 clusters
  Score: Raw -644639.372843 + Penalty 2805.673200 = -641833.699643
  nChanged 83
		SP:Iteration 14Q (230822.180000 sec): 3 clusters
  Score: Raw -644686.739315 + Penalty 2805.673200 = -641881.066115
  nChanged 81
		SP:Iteration 15Q (230822.270000 sec): 3 clusters
  Score: Raw -644734.197506 + Penalty 2805.673200 = -641928.524306
  nChanged 81
		SP:Iteration 16Q (230822.360000 sec): 3 clusters
  Score: Raw -644771.535606 + Penalty 2805.673200 = -641965.862406
  nChanged 69
		SP:Iteration 17Q (230822.450000 sec): 3 clusters
  Score: Raw -644806.330135 + Penalty 2805.673200 = -642000.656935
  nChanged 69
		SP:Iteration 18Q (230822.550000 sec): 3 clusters
  Score: Raw -644846.983921 + Penalty 2805.673200 = -642041.310722
  nChanged 78
		SP:Iteration 19Q (230822.640000 sec): 3 clusters
  Score: Raw -644901.269915 + Penalty 2805.673200 = -642095.596715
  nChanged 67
		SP:Iteration 20F (230822.740000 sec): 3 clusters
  Score: Raw -644939.487446 + Penalty 2805.673200 = -642133.814246
  nChanged 53
		SP:Iteration 21Q (230822.830000 sec): 3 clusters
  Score: Raw -644968.159028 + Penalty 2805.673200 = -642162.485829
  nChanged 45
		SP:Iteration 22Q (230822.920000 sec): 3 clusters
  Score: Raw -644992.869222 + Penalty 2805.673200 = -642187.196022
  nChanged 35
		SP:Iteration 23Q (230823.010000 sec): 3 clusters
  Score: Raw -645008.564432 + Penalty 2805.673200 = -642202.891232
  nChanged 29
		SP:Iteration 24Q (230823.110000 sec): 3 clusters
  Score: Raw -645024.660424 + Penalty 2805.673200 = -642218.987225
  nChanged 28
		SP:Iteration 25Q (230823.200000 sec): 3 clusters
  Score: Raw -645039.969698 + Penalty 2805.673200 = -642234.296498
  nChanged 27
		SP:Iteration 26Q (230823.290000 sec): 3 clusters
  Score: Raw -645051.919480 + Penalty 2805.673200 = -642246.246280
  nChanged 30
		SP:Iteration 27Q (230823.390000 sec): 3 clusters
  Score: Raw -645064.124951 + Penalty 2805.673200 = -642258.451751
  nChanged 22
		SP:Iteration 28Q (230823.480000 sec): 3 clusters
  Score: Raw -645073.707987 + Penalty 2805.673200 = -642268.034787
  nChanged 19
		SP:Iteration 29Q (230823.570000 sec): 3 clusters
  Score: Raw -645080.210162 + Penalty 2805.673200 = -642274.536963
  nChanged 19
		SP:Iteration 30Q (230823.660000 sec): 3 clusters
  Score: Raw -645084.965002 + Penalty 2805.673200 = -642279.291802
  nChanged 17
		SP:Iteration 31Q (230823.750000 sec): 3 clusters
  Score: Raw -645090.421216 + Penalty 2805.673200 = -642284.748016
  nChanged 18
		SP:Iteration 32Q (230823.850000 sec): 3 clusters
  Score: Raw -645096.405768 + Penalty 2805.673200 = -642290.732568
  nChanged 15
		SP:Iteration 33Q (230823.940000 sec): 3 clusters
  Score: Raw -645100.427054 + Penalty 2805.673200 = -642294.753854
  nChanged 13
		SP:Iteration 34Q (230824.030000 sec): 3 clusters
  Score: Raw -645104.199199 + Penalty 2805.673200 = -642298.525999
  nChanged 11
		SP:Iteration 35Q (230824.150000 sec): 3 clusters
  Score: Raw -645107.087844 + Penalty 2805.673200 = -642301.414645
  nChanged 8
		SP:Iteration 36Q (230824.240000 sec): 3 clusters
  Score: Raw -645109.498175 + Penalty 2805.673200 = -642303.824975
  nChanged 7
		SP:Iteration 37Q (230824.330000 sec): 3 clusters
  Score: Raw -645112.218608 + Penalty 2805.673200 = -642306.545408
  nChanged 8
		SP:Iteration 38Q (230824.420000 sec): 3 clusters
  Score: Raw -645115.337773 + Penalty 2805.673200 = -642309.664573
  nChanged 6
		SP:Iteration 39Q (230824.510000 sec): 3 clusters
  Score: Raw -645117.064348 + Penalty 2805.673200 = -642311.391148
  nChanged 9
		SP:Iteration 40F (230824.610000 sec): 3 clusters
  Score: Raw -645120.098108 + Penalty 2805.673200 = -642314.424909
  nChanged 12
		SP:Iteration 41Q (230824.700000 sec): 3 clusters
  Score: Raw -645123.244940 + Penalty 2805.673200 = -642317.571740
  nChanged 11
		SP:Iteration 42Q (230824.790000 sec): 3 clusters
  Score: Raw -645126.856659 + Penalty 2805.673200 = -642321.183459
  nChanged 10
		SP:Iteration 43Q (230824.890000 sec): 3 clusters
  Score: Raw -645129.386483 + Penalty 2805.673200 = -642323.713284
  nChanged 9
		SP:Iteration 44Q (230824.980000 sec): 3 clusters
  Score: Raw -645131.064136 + Penalty 2805.673200 = -642325.390937
  nChanged 6
		SP:Iteration 45Q (230825.070000 sec): 3 clusters
  Score: Raw -645132.259557 + Penalty 2805.673200 = -642326.586358
  nChanged 5
		SP:Iteration 46Q (230825.160000 sec): 3 clusters
  Score: Raw -645133.111049 + Penalty 2805.673200 = -642327.437850
  nChanged 3
		SP:Iteration 47Q (230825.250000 sec): 3 clusters
  Score: Raw -645133.809828 + Penalty 2805.673200 = -642328.136628
  nChanged 4
		SP:Iteration 48Q (230825.350000 sec): 3 clusters
  Score: Raw -645135.902743 + Penalty 2805.673200 = -642330.229544
  nChanged 6
		SP:Iteration 49Q (230825.430000 sec): 3 clusters
  Score: Raw -645136.909151 + Penalty 2805.673200 = -642331.235951
  nChanged 2
		SP:Iteration 50Q (230825.530000 sec): 3 clusters
  Score: Raw -645137.150501 + Penalty 2805.673200 = -642331.477301
  nChanged 3
		SP:Iteration 51Q (230825.620000 sec): 3 clusters
  Score: Raw -645137.554880 + Penalty 2805.673200 = -642331.881681
  nChanged 1
		SP:Iteration 52Q (230825.710000 sec): 3 clusters
  Score: Raw -645137.747095 + Penalty 2805.673200 = -642332.073895
  nChanged 1
		SP:Iteration 53Q (230825.800000 sec): 3 clusters
  Score: Raw -645138.055402 + Penalty 2805.673200 = -642332.382202
  nChanged 2
		SP:Iteration 54Q (230825.890000 sec): 3 clusters
  Score: Raw -645138.671877 + Penalty 2805.673200 = -642332.998677
  nChanged 2
		SP:Iteration 55Q (230825.990000 sec): 3 clusters
  Score: Raw -645138.880368 + Penalty 2805.673200 = -642333.207168
  nChanged 2
		SP:Iteration 56Q (230826.080000 sec): 3 clusters
  Score: Raw -645139.235249 + Penalty 2805.673200 = -642333.562049
  nChanged 0
		SP:Iteration 57F (230826.170000 sec): 3 clusters
  Score: Raw -645139.235249 + Penalty 2805.673200 = -642333.562049
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 15 (6079 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (230826.250000 sec): 2 clusters
  Score: Raw -672335.676009 + Penalty 1415.796767 = -670919.879243
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (230826.370000 sec): 3 clusters
  Score: Raw -669116.349138 + Penalty 2831.593534 = -666284.755605
  nChanged 2563
		SP:Iteration 1F (230826.470000 sec): 3 clusters
  Score: Raw -671005.126677 + Penalty 2831.593534 = -668173.533144
  nChanged 676
		SP:Iteration 2F (230826.560000 sec): 3 clusters
  Score: Raw -671848.921819 + Penalty 2831.593534 = -669017.328285
  nChanged 529
		SP:Iteration 3F (230826.660000 sec): 3 clusters
  Score: Raw -672333.087423 + Penalty 2831.593534 = -669501.493889
  nChanged 323
		SP:Iteration 4F (230826.760000 sec): 3 clusters
  Score: Raw -672528.339874 + Penalty 2831.593534 = -669696.746341
  nChanged 220
		SP:Iteration 5Q (230826.860000 sec): 3 clusters
  Score: Raw -672635.187524 + Penalty 2831.593534 = -669803.593990
  nChanged 161
		SP:Iteration 6Q (230826.950000 sec): 3 clusters
  Score: Raw -672714.307034 + Penalty 2831.593534 = -669882.713500
  nChanged 152
		SP:Iteration 7Q (230827.050000 sec): 3 clusters
  Score: Raw -672790.945276 + Penalty 2831.593534 = -669959.351742
  nChanged 137
		SP:Iteration 8Q (230827.150000 sec): 3 clusters
  Score: Raw -672855.443169 + Penalty 2831.593534 = -670023.849636
  nChanged 109
		SP:Iteration 9Q (230827.250000 sec): 3 clusters
  Score: Raw -672914.499053 + Penalty 2831.593534 = -670082.905519
  nChanged 116
		SP:Iteration 10Q (230827.350000 sec): 3 clusters
  Score: Raw -672966.686412 + Penalty 2831.593534 = -670135.092879
  nChanged 107
		SP:Iteration 11Q (230827.440000 sec): 3 clusters
  Score: Raw -673012.034755 + Penalty 2831.593534 = -670180.441222
  nChanged 102
		SP:Iteration 12Q (230827.540000 sec): 3 clusters
  Score: Raw -673059.142400 + Penalty 2831.593534 = -670227.548866
  nChanged 83
		SP:Iteration 13Q (230827.630000 sec): 3 clusters
  Score: Raw -673096.687700 + Penalty 2831.593534 = -670265.094166
  nChanged 68
		SP:Iteration 14Q (230827.730000 sec): 3 clusters
  Score: Raw -673125.471803 + Penalty 2831.593534 = -670293.878269
  nChanged 59
		SP:Iteration 15Q (230827.830000 sec): 3 clusters
  Score: Raw -673151.848133 + Penalty 2831.593534 = -670320.254600
  nChanged 61
		SP:Iteration 16Q (230827.920000 sec): 3 clusters
  Score: Raw -673173.084849 + Penalty 2831.593534 = -670341.491315
  nChanged 58
		SP:Iteration 17Q (230828.010000 sec): 3 clusters
  Score: Raw -673193.796212 + Penalty 2831.593534 = -670362.202679
  nChanged 49
		SP:Iteration 18Q (230828.110000 sec): 3 clusters
  Score: Raw -673212.739850 + Penalty 2831.593534 = -670381.146316
  nChanged 44
		SP:Iteration 19Q (230828.210000 sec): 3 clusters
  Score: Raw -673228.030285 + Penalty 2831.593534 = -670396.436751
  nChanged 41
		SP:Iteration 20F (230828.310000 sec): 3 clusters
  Score: Raw -673242.581296 + Penalty 2831.593534 = -670410.987763
  nChanged 42
		SP:Iteration 21Q (230828.410000 sec): 3 clusters
  Score: Raw -673262.070936 + Penalty 2831.593534 = -670430.477402
  nChanged 45
		SP:Iteration 22Q (230828.500000 sec): 3 clusters
  Score: Raw -673287.609344 + Penalty 2831.593534 = -670456.015811
  nChanged 53
		SP:Iteration 23Q (230828.600000 sec): 3 clusters
  Score: Raw -673315.846012 + Penalty 2831.593534 = -670484.252479
  nChanged 47
		SP:Iteration 24Q (230828.690000 sec): 3 clusters
  Score: Raw -673341.143888 + Penalty 2831.593534 = -670509.550354
  nChanged 37
		SP:Iteration 25Q (230828.790000 sec): 3 clusters
  Score: Raw -673356.033427 + Penalty 2831.593534 = -670524.439894
  nChanged 27
		SP:Iteration 26Q (230828.880000 sec): 3 clusters
  Score: Raw -673367.398398 + Penalty 2831.593534 = -670535.804865
  nChanged 31
		SP:Iteration 27Q (230828.980000 sec): 3 clusters
  Score: Raw -673377.797066 + Penalty 2831.593534 = -670546.203532
  nChanged 25
		SP:Iteration 28Q (230829.070000 sec): 3 clusters
  Score: Raw -673385.523087 + Penalty 2831.593534 = -670553.929554
  nChanged 29
		SP:Iteration 29Q (230829.170000 sec): 3 clusters
  Score: Raw -673399.013939 + Penalty 2831.593534 = -670567.420406
  nChanged 39
		SP:Iteration 30Q (230829.260000 sec): 3 clusters
  Score: Raw -673417.393119 + Penalty 2831.593534 = -670585.799585
  nChanged 33
		SP:Iteration 31Q (230829.350000 sec): 3 clusters
  Score: Raw -673434.172865 + Penalty 2831.593534 = -670602.579332
  nChanged 29
		SP:Iteration 32Q (230829.450000 sec): 3 clusters
  Score: Raw -673448.268179 + Penalty 2831.593534 = -670616.674646
  nChanged 32
		SP:Iteration 33Q (230829.540000 sec): 3 clusters
  Score: Raw -673460.248201 + Penalty 2831.593534 = -670628.654667
  nChanged 18
		SP:Iteration 34Q (230829.640000 sec): 3 clusters
  Score: Raw -673469.738011 + Penalty 2831.593534 = -670638.144477
  nChanged 28
		SP:Iteration 35Q (230829.730000 sec): 3 clusters
  Score: Raw -673485.988888 + Penalty 2831.593534 = -670654.395354
  nChanged 29
		SP:Iteration 36Q (230829.820000 sec): 3 clusters
  Score: Raw -673501.058878 + Penalty 2831.593534 = -670669.465345
  nChanged 19
		SP:Iteration 37Q (230829.990000 sec): 3 clusters
  Score: Raw -673510.916345 + Penalty 2831.593534 = -670679.322812
  nChanged 16
		SP:Iteration 38Q (230830.080000 sec): 3 clusters
  Score: Raw -673519.122746 + Penalty 2831.593534 = -670687.529212
  nChanged 19
		SP:Iteration 39Q (230830.180000 sec): 3 clusters
  Score: Raw -673527.737436 + Penalty 2831.593534 = -670696.143902
  nChanged 15
		SP:Iteration 40F (230830.280000 sec): 3 clusters
  Score: Raw -673534.307144 + Penalty 2831.593534 = -670702.713610
  nChanged 11
		SP:Iteration 41Q (230830.370000 sec): 3 clusters
  Score: Raw -673539.327755 + Penalty 2831.593534 = -670707.734222
  nChanged 13
		SP:Iteration 42Q (230830.460000 sec): 3 clusters
  Score: Raw -673543.958910 + Penalty 2831.593534 = -670712.365376
  nChanged 10
		SP:Iteration 43Q (230830.560000 sec): 3 clusters
  Score: Raw -673546.785570 + Penalty 2831.593534 = -670715.192037
  nChanged 4
		SP:Iteration 44Q (230830.650000 sec): 3 clusters
  Score: Raw -673548.737353 + Penalty 2831.593534 = -670717.143820
  nChanged 7
		SP:Iteration 45Q (230830.740000 sec): 3 clusters
  Score: Raw -673551.736979 + Penalty 2831.593534 = -670720.143446
  nChanged 8
		SP:Iteration 46Q (230830.840000 sec): 3 clusters
  Score: Raw -673554.262762 + Penalty 2831.593534 = -670722.669228
  nChanged 8
		SP:Iteration 47Q (230830.940000 sec): 3 clusters
  Score: Raw -673557.049079 + Penalty 2831.593534 = -670725.455546
  nChanged 5
		SP:Iteration 48Q (230831.030000 sec): 3 clusters
  Score: Raw -673558.004992 + Penalty 2831.593534 = -670726.411459
  nChanged 0
		SP:Iteration 49F (230831.130000 sec): 3 clusters
  Score: Raw -673558.004992 + Penalty 2831.593534 = -670726.411459
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 16 (5346 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (230831.210000 sec): 2 clusters
  Score: Raw -671770.746692 + Penalty 1394.916883 = -670375.829809
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (230831.310000 sec): 3 clusters
  Score: Raw -668990.983829 + Penalty 2789.833766 = -666201.150062
  nChanged 2182
		SP:Iteration 1F (230831.400000 sec): 3 clusters
  Score: Raw -670103.894756 + Penalty 2789.833766 = -667314.060990
  nChanged 345
		SP:Iteration 2F (230831.490000 sec): 3 clusters
  Score: Raw -670258.736113 + Penalty 2789.833766 = -667468.902347
  nChanged 251
		SP:Iteration 3Q (230831.580000 sec): 3 clusters
  Score: Raw -670363.174219 + Penalty 2789.833766 = -667573.340453
  nChanged 196
		SP:Iteration 4Q (230831.680000 sec): 3 clusters
  Score: Raw -670439.943970 + Penalty 2789.833766 = -667650.110203
  nChanged 152
		SP:Iteration 5Q (230831.770000 sec): 3 clusters
  Score: Raw -670495.384217 + Penalty 2789.833766 = -667705.550451
  nChanged 127
		SP:Iteration 6Q (230831.860000 sec): 3 clusters
  Score: Raw -670536.556011 + Penalty 2789.833766 = -667746.722245
  nChanged 94
		SP:Iteration 7Q (230831.950000 sec): 3 clusters
  Score: Raw -670568.140592 + Penalty 2789.833766 = -667778.306825
  nChanged 83
		SP:Iteration 8Q (230832.050000 sec): 3 clusters
  Score: Raw -670589.592862 + Penalty 2789.833766 = -667799.759095
  nChanged 84
		SP:Iteration 9Q (230832.140000 sec): 3 clusters
  Score: Raw -670613.707855 + Penalty 2789.833766 = -667823.874088
  nChanged 85
		SP:Iteration 10Q (230832.230000 sec): 3 clusters
  Score: Raw -670638.263705 + Penalty 2789.833766 = -667848.429938
  nChanged 77
		SP:Iteration 11Q (230832.320000 sec): 3 clusters
  Score: Raw -670662.776603 + Penalty 2789.833766 = -667872.942837
  nChanged 86
		SP:Iteration 12Q (230832.420000 sec): 3 clusters
  Score: Raw -670688.086876 + Penalty 2789.833766 = -667898.253110
  nChanged 75
		SP:Iteration 13Q (230832.510000 sec): 3 clusters
  Score: Raw -670709.885885 + Penalty 2789.833766 = -667920.052119
  nChanged 89
		SP:Iteration 14Q (230832.600000 sec): 3 clusters
  Score: Raw -670736.957067 + Penalty 2789.833766 = -667947.123301
  nChanged 87
		SP:Iteration 15Q (230832.690000 sec): 3 clusters
  Score: Raw -670760.708593 + Penalty 2789.833766 = -667970.874827
  nChanged 75
		SP:Iteration 16Q (230832.780000 sec): 3 clusters
  Score: Raw -670783.143366 + Penalty 2789.833766 = -667993.309600
  nChanged 81
		SP:Iteration 17Q (230832.880000 sec): 3 clusters
  Score: Raw -670804.998938 + Penalty 2789.833766 = -668015.165172
  nChanged 80
		SP:Iteration 18Q (230832.970000 sec): 3 clusters
  Score: Raw -670827.556979 + Penalty 2789.833766 = -668037.723213
  nChanged 75
		SP:Iteration 19Q (230833.060000 sec): 3 clusters
  Score: Raw -670846.994499 + Penalty 2789.833766 = -668057.160733
  nChanged 69
		SP:Iteration 20F (230833.150000 sec): 3 clusters
  Score: Raw -670866.008157 + Penalty 2789.833766 = -668076.174390
  nChanged 79
		SP:Iteration 21Q (230833.240000 sec): 3 clusters
  Score: Raw -670886.097312 + Penalty 2789.833766 = -668096.263545
  nChanged 78
		SP:Iteration 22Q (230833.340000 sec): 3 clusters
  Score: Raw -670909.531301 + Penalty 2789.833766 = -668119.697535
  nChanged 89
		SP:Iteration 23Q (230833.430000 sec): 3 clusters
  Score: Raw -670936.987172 + Penalty 2789.833766 = -668147.153406
  nChanged 98
		SP:Iteration 24Q (230833.520000 sec): 3 clusters
  Score: Raw -670967.348932 + Penalty 2789.833766 = -668177.515166
  nChanged 100
		SP:Iteration 25Q (230833.610000 sec): 3 clusters
  Score: Raw -671001.780275 + Penalty 2789.833766 = -668211.946509
  nChanged 101
		SP:Iteration 26Q (230833.700000 sec): 3 clusters
  Score: Raw -671037.310717 + Penalty 2789.833766 = -668247.476950
  nChanged 94
		SP:Iteration 27Q (230833.800000 sec): 3 clusters
  Score: Raw -671074.209103 + Penalty 2789.833766 = -668284.375337
  nChanged 105
		SP:Iteration 28Q (230833.890000 sec): 3 clusters
  Score: Raw -671119.497858 + Penalty 2789.833766 = -668329.664092
  nChanged 113
		SP:Iteration 29Q (230833.980000 sec): 3 clusters
  Score: Raw -671167.154777 + Penalty 2789.833766 = -668377.321010
  nChanged 115
		SP:Iteration 30Q (230834.070000 sec): 3 clusters
  Score: Raw -671223.638861 + Penalty 2789.833766 = -668433.805095
  nChanged 136
		SP:Iteration 31Q (230834.160000 sec): 3 clusters
  Score: Raw -671300.918418 + Penalty 2789.833766 = -668511.084651
  nChanged 138
		SP:Iteration 32Q (230834.260000 sec): 3 clusters
  Score: Raw -671371.798987 + Penalty 2789.833766 = -668581.965220
  nChanged 110
		SP:Iteration 33Q (230834.350000 sec): 3 clusters
  Score: Raw -671433.821289 + Penalty 2789.833766 = -668643.987522
  nChanged 96
		SP:Iteration 34Q (230834.440000 sec): 3 clusters
  Score: Raw -671484.513322 + Penalty 2789.833766 = -668694.679555
  nChanged 78
		SP:Iteration 35Q (230834.530000 sec): 3 clusters
  Score: Raw -671529.450953 + Penalty 2789.833766 = -668739.617186
  nChanged 70
		SP:Iteration 36Q (230834.620000 sec): 3 clusters
  Score: Raw -671564.915847 + Penalty 2789.833766 = -668775.082081
  nChanged 54
		SP:Iteration 37Q (230834.720000 sec): 3 clusters
  Score: Raw -671589.603047 + Penalty 2789.833766 = -668799.769281
  nChanged 44
		SP:Iteration 38Q (230834.800000 sec): 3 clusters
  Score: Raw -671616.943901 + Penalty 2789.833766 = -668827.110135
  nChanged 51
		SP:Iteration 39Q (230834.900000 sec): 3 clusters
  Score: Raw -671642.927894 + Penalty 2789.833766 = -668853.094128
  nChanged 37
		SP:Iteration 40F (230834.990000 sec): 3 clusters
  Score: Raw -671663.192603 + Penalty 2789.833766 = -668873.358837
  nChanged 35
		SP:Iteration 41Q (230835.090000 sec): 3 clusters
  Score: Raw -671682.721449 + Penalty 2789.833766 = -668892.887683
  nChanged 41
		SP:Iteration 42Q (230835.180000 sec): 3 clusters
  Score: Raw -671704.389816 + Penalty 2789.833766 = -668914.556050
  nChanged 33
		SP:Iteration 43Q (230835.270000 sec): 3 clusters
  Score: Raw -671723.928263 + Penalty 2789.833766 = -668934.094496
  nChanged 34
		SP:Iteration 44Q (230835.360000 sec): 3 clusters
  Score: Raw -671746.826035 + Penalty 2789.833766 = -668956.992269
  nChanged 43
		SP:Iteration 45Q (230835.450000 sec): 3 clusters
  Score: Raw -671776.836328 + Penalty 2789.833766 = -668987.002561
  nChanged 38
		SP:Iteration 46Q (230835.540000 sec): 3 clusters
  Score: Raw -671801.043661 + Penalty 2789.833766 = -669011.209895
  nChanged 27
		SP:Iteration 47Q (230835.630000 sec): 3 clusters
  Score: Raw -671817.171028 + Penalty 2789.833766 = -669027.337261
  nChanged 22
		SP:Iteration 48Q (230835.720000 sec): 3 clusters
  Score: Raw -671829.505407 + Penalty 2789.833766 = -669039.671640
  nChanged 14
		SP:Iteration 49Q (230835.810000 sec): 3 clusters
  Score: Raw -671837.872009 + Penalty 2789.833766 = -669048.038242
  nChanged 13
		SP:Iteration 50Q (230835.900000 sec): 3 clusters
  Score: Raw -671846.211765 + Penalty 2789.833766 = -669056.377998
  nChanged 18
		SP:Iteration 51Q (230835.990000 sec): 3 clusters
  Score: Raw -671858.223311 + Penalty 2789.833766 = -669068.389544
  nChanged 18
		SP:Iteration 52Q (230836.080000 sec): 3 clusters
  Score: Raw -671870.273634 + Penalty 2789.833766 = -669080.439868
  nChanged 17
		SP:Iteration 53Q (230836.170000 sec): 3 clusters
  Score: Raw -671881.309628 + Penalty 2789.833766 = -669091.475861
  nChanged 15
		SP:Iteration 54Q (230836.260000 sec): 3 clusters
  Score: Raw -671893.379293 + Penalty 2789.833766 = -669103.545527
  nChanged 13
		SP:Iteration 55Q (230836.350000 sec): 3 clusters
  Score: Raw -671903.399952 + Penalty 2789.833766 = -669113.566185
  nChanged 9
		SP:Iteration 56Q (230836.440000 sec): 3 clusters
  Score: Raw -671910.112031 + Penalty 2789.833766 = -669120.278265
  nChanged 11
		SP:Iteration 57Q (230836.530000 sec): 3 clusters
  Score: Raw -671917.581982 + Penalty 2789.833766 = -669127.748216
  nChanged 12
		SP:Iteration 58Q (230836.620000 sec): 3 clusters
  Score: Raw -671927.121251 + Penalty 2789.833766 = -669137.287484
  nChanged 13
		SP:Iteration 59Q (230836.710000 sec): 3 clusters
  Score: Raw -671937.123875 + Penalty 2789.833766 = -669147.290109
  nChanged 12
		SP:Iteration 60F (230836.800000 sec): 3 clusters
  Score: Raw -671947.190752 + Penalty 2789.833766 = -669157.356986
  nChanged 9
		SP:Iteration 61Q (230836.890000 sec): 3 clusters
  Score: Raw -671953.499916 + Penalty 2789.833766 = -669163.666150
  nChanged 2
		SP:Iteration 62Q (230836.980000 sec): 3 clusters
  Score: Raw -671954.285024 + Penalty 2789.833766 = -669164.451257
  nChanged 1
		SP:Iteration 63Q (230837.070000 sec): 3 clusters
  Score: Raw -671955.275407 + Penalty 2789.833766 = -669165.441640
  nChanged 1
		SP:Iteration 64Q (230837.160000 sec): 3 clusters
  Score: Raw -671956.278552 + Penalty 2789.833766 = -669166.444786
  nChanged 3
		SP:Iteration 65Q (230837.250000 sec): 3 clusters
  Score: Raw -671959.030228 + Penalty 2789.833766 = -669169.196462
  nChanged 3
		SP:Iteration 66Q (230837.330000 sec): 3 clusters
  Score: Raw -671960.769082 + Penalty 2789.833766 = -669170.935315
  nChanged 2
		SP:Iteration 67Q (230837.420000 sec): 3 clusters
  Score: Raw -671961.361638 + Penalty 2789.833766 = -669171.527871
  nChanged 1
		SP:Iteration 68Q (230837.510000 sec): 3 clusters
  Score: Raw -671961.875455 + Penalty 2789.833766 = -669172.041688
  nChanged 1
		SP:Iteration 69Q (230837.600000 sec): 3 clusters
  Score: Raw -671962.246188 + Penalty 2789.833766 = -669172.412422
  nChanged 0
		SP:Iteration 70F (230837.690000 sec): 3 clusters
  Score: Raw -671962.246188 + Penalty 2789.833766 = -669172.412422
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 17 (126 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (230837.750000 sec): 2 clusters
  Score: Raw -11747.698249 + Penalty 785.895810 = -10961.802439
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (230837.750000 sec): 3 clusters
  Score: Raw -11946.592226 + Penalty 1571.791620 = -10374.800606
  nChanged 20
		SP:Iteration 1F (230837.750000 sec): 3 clusters
  Score: Raw -12037.058370 + Penalty 1571.791620 = -10465.266750
  nChanged 6
		SP:Iteration 2Q (230837.760000 sec): 3 clusters
  Score: Raw -12060.875210 + Penalty 1571.791620 = -10489.083591
  nChanged 0
		SP:Iteration 3F (230837.760000 sec): 3 clusters
  Score: Raw -12060.875210 + Penalty 1571.791620 = -10489.083591
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 18 (10194 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (230837.870000 sec): 2 clusters
  Score: Raw -1327138.532445 + Penalty 1499.802621 = -1325638.729824
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (230838.020000 sec): 3 clusters
  Score: Raw -1321318.833828 + Penalty 2999.605242 = -1318319.228586
  nChanged 4447
		SP:Iteration 1F (230838.170000 sec): 3 clusters
  Score: Raw -1323644.468201 + Penalty 2999.605242 = -1320644.862959
  nChanged 590
		SP:Iteration 2F (230838.330000 sec): 3 clusters
  Score: Raw -1323885.488193 + Penalty 2999.605242 = -1320885.882951
  nChanged 463
		SP:Iteration 3Q (230838.480000 sec): 3 clusters
  Score: Raw -1324050.616062 + Penalty 2999.605242 = -1321051.010820
  nChanged 386
		SP:Iteration 4Q (230838.610000 sec): 3 clusters
  Score: Raw -1324192.171100 + Penalty 2999.605242 = -1321192.565858
  nChanged 363
		SP:Iteration 5Q (230838.780000 sec): 3 clusters
  Score: Raw -1324332.489023 + Penalty 2999.605242 = -1321332.883781
  nChanged 353
		SP:Iteration 6Q (230838.950000 sec): 3 clusters
  Score: Raw -1324480.237371 + Penalty 2999.605242 = -1321480.632129
  nChanged 341
		SP:Iteration 7Q (230839.090000 sec): 3 clusters
  Score: Raw -1324643.866691 + Penalty 2999.605242 = -1321644.261449
  nChanged 377
		SP:Iteration 8Q (230839.250000 sec): 3 clusters
  Score: Raw -1324844.299952 + Penalty 2999.605242 = -1321844.694709
  nChanged 455
		SP:Iteration 9Q (230839.420000 sec): 3 clusters
  Score: Raw -1325136.606666 + Penalty 2999.605242 = -1322137.001424
  nChanged 491
		SP:Iteration 10Q (230839.560000 sec): 3 clusters
  Score: Raw -1325450.906425 + Penalty 2999.605242 = -1322451.301183
  nChanged 497
		SP:Iteration 11Q (230839.700000 sec): 3 clusters
  Score: Raw -1325798.135531 + Penalty 2999.605242 = -1322798.530289
  nChanged 475
		SP:Iteration 12Q (230839.870000 sec): 3 clusters
  Score: Raw -1326159.162769 + Penalty 2999.605242 = -1323159.557527
  nChanged 432
		SP:Iteration 13Q (230840.000000 sec): 3 clusters
  Score: Raw -1326505.099457 + Penalty 2999.605242 = -1323505.494215
  nChanged 326
		SP:Iteration 14Q (230840.130000 sec): 3 clusters
  Score: Raw -1326786.406492 + Penalty 2999.605242 = -1323786.801250
  nChanged 222
		SP:Iteration 15Q (230840.260000 sec): 3 clusters
  Score: Raw -1326984.604320 + Penalty 2999.605242 = -1323984.999078
  nChanged 130
		SP:Iteration 16Q (230840.430000 sec): 3 clusters
  Score: Raw -1327099.027181 + Penalty 2999.605242 = -1324099.421939
  nChanged 77
		SP:Iteration 17Q (230840.570000 sec): 3 clusters
  Score: Raw -1327165.310816 + Penalty 2999.605242 = -1324165.705574
  nChanged 57
		SP:Iteration 18Q (230840.690000 sec): 3 clusters
  Score: Raw -1327214.456313 + Penalty 2999.605242 = -1324214.851071
  nChanged 38
		SP:Iteration 19Q (230840.820000 sec): 3 clusters
  Score: Raw -1327250.992000 + Penalty 2999.605242 = -1324251.386758
  nChanged 24
		SP:Iteration 20F (230840.990000 sec): 3 clusters
  Score: Raw -1327272.696647 + Penalty 2999.605242 = -1324273.091405
  nChanged 15
		SP:Iteration 21Q (230841.150000 sec): 3 clusters
  Score: Raw -1327287.299403 + Penalty 2999.605242 = -1324287.694161
  nChanged 16
		SP:Iteration 22Q (230841.280000 sec): 3 clusters
  Score: Raw -1327298.696657 + Penalty 2999.605242 = -1324299.091415
  nChanged 12
		SP:Iteration 23Q (230841.420000 sec): 3 clusters
  Score: Raw -1327309.740827 + Penalty 2999.605242 = -1324310.135585
  nChanged 5
		SP:Iteration 24Q (230841.580000 sec): 3 clusters
  Score: Raw -1327313.737293 + Penalty 2999.605242 = -1324314.132051
  nChanged 4
		SP:Iteration 25Q (230841.740000 sec): 3 clusters
  Score: Raw -1327317.156982 + Penalty 2999.605242 = -1324317.551740
  nChanged 3
		SP:Iteration 26Q (230841.870000 sec): 3 clusters
  Score: Raw -1327319.867569 + Penalty 2999.605242 = -1324320.262326
  nChanged 2
		SP:Iteration 27Q (230842.000000 sec): 3 clusters
  Score: Raw -1327322.608205 + Penalty 2999.605242 = -1324323.002963
  nChanged 1
		SP:Iteration 28Q (230842.160000 sec): 3 clusters
  Score: Raw -1327324.150806 + Penalty 2999.605242 = -1324324.545564
  nChanged 1
		SP:Iteration 29Q (230842.320000 sec): 3 clusters
  Score: Raw -1327325.225997 + Penalty 2999.605242 = -1324325.620755
  nChanged 2
		SP:Iteration 30Q (230842.460000 sec): 3 clusters
  Score: Raw -1327328.360188 + Penalty 2999.605242 = -1324328.754946
  nChanged 2
		SP:Iteration 31Q (230842.580000 sec): 3 clusters
  Score: Raw -1327330.362734 + Penalty 2999.605242 = -1324330.757492
  nChanged 1
		SP:Iteration 32Q (230842.750000 sec): 3 clusters
  Score: Raw -1327331.550952 + Penalty 2999.605242 = -1324331.945710
  nChanged 1
		SP:Iteration 33Q (230842.910000 sec): 3 clusters
  Score: Raw -1327332.450881 + Penalty 2999.605242 = -1324332.845639
  nChanged 1
		SP:Iteration 34Q (230843.040000 sec): 3 clusters
  Score: Raw -1327333.419205 + Penalty 2999.605242 = -1324333.813963
  nChanged 1
		SP:Iteration 35Q (230843.160000 sec): 3 clusters
  Score: Raw -1327334.232355 + Penalty 2999.605242 = -1324334.627113
  nChanged 2
		SP:Iteration 36Q (230843.320000 sec): 3 clusters
  Score: Raw -1327335.250396 + Penalty 2999.605242 = -1324335.645154
  nChanged 0
		SP:Iteration 37F (230843.490000 sec): 3 clusters
  Score: Raw -1327335.250396 + Penalty 2999.605242 = -1324335.645154
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 19 (5309 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (230843.580000 sec): 2 clusters
  Score: Raw -628716.428775 + Penalty 1393.788301 = -627322.640475
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (230843.710000 sec): 3 clusters
  Score: Raw -625961.606763 + Penalty 2787.576601 = -623174.030161
  nChanged 2177
		SP:Iteration 1F (230843.800000 sec): 3 clusters
  Score: Raw -627266.544548 + Penalty 2787.576601 = -624478.967947
  nChanged 421
		SP:Iteration 2F (230843.900000 sec): 3 clusters
  Score: Raw -627510.403553 + Penalty 2787.576601 = -624722.826952
  nChanged 334
		SP:Iteration 3F (230843.990000 sec): 3 clusters
  Score: Raw -627700.309197 + Penalty 2787.576601 = -624912.732596
  nChanged 277
		SP:Iteration 4F (230844.080000 sec): 3 clusters
  Score: Raw -627853.902734 + Penalty 2787.576601 = -625066.326133
  nChanged 215
		SP:Iteration 5Q (230844.170000 sec): 3 clusters
  Score: Raw -627955.885066 + Penalty 2787.576601 = -625168.308465
  nChanged 171
		SP:Iteration 6Q (230844.260000 sec): 3 clusters
  Score: Raw -628027.080418 + Penalty 2787.576601 = -625239.503817
  nChanged 150
		SP:Iteration 7Q (230844.360000 sec): 3 clusters
  Score: Raw -628087.854348 + Penalty 2787.576601 = -625300.277747
  nChanged 127
		SP:Iteration 8Q (230844.450000 sec): 3 clusters
  Score: Raw -628143.354988 + Penalty 2787.576601 = -625355.778387
  nChanged 120
		SP:Iteration 9Q (230844.540000 sec): 3 clusters
  Score: Raw -628197.296867 + Penalty 2787.576601 = -625409.720266
  nChanged 119
		SP:Iteration 10Q (230844.630000 sec): 3 clusters
  Score: Raw -628249.666273 + Penalty 2787.576601 = -625462.089672
  nChanged 108
		SP:Iteration 11Q (230844.720000 sec): 3 clusters
  Score: Raw -628294.015386 + Penalty 2787.576601 = -625506.438785
  nChanged 90
		SP:Iteration 12Q (230844.820000 sec): 3 clusters
  Score: Raw -628332.329001 + Penalty 2787.576601 = -625544.752400
  nChanged 82
		SP:Iteration 13Q (230844.910000 sec): 3 clusters
  Score: Raw -628363.389046 + Penalty 2787.576601 = -625575.812445
  nChanged 77
		SP:Iteration 14Q (230845.040000 sec): 3 clusters
  Score: Raw -628391.845883 + Penalty 2787.576601 = -625604.269282
  nChanged 73
		SP:Iteration 15Q (230845.130000 sec): 3 clusters
  Score: Raw -628430.783533 + Penalty 2787.576601 = -625643.206932
  nChanged 68
		SP:Iteration 16Q (230845.220000 sec): 3 clusters
  Score: Raw -628451.232652 + Penalty 2787.576601 = -625663.656051
  nChanged 67
		SP:Iteration 17Q (230845.310000 sec): 3 clusters
  Score: Raw -628475.459890 + Penalty 2787.576601 = -625687.883289
  nChanged 68
		SP:Iteration 18Q (230845.400000 sec): 3 clusters
  Score: Raw -628503.558202 + Penalty 2787.576601 = -625715.981601
  nChanged 64
		SP:Iteration 19Q (230845.500000 sec): 3 clusters
  Score: Raw -628526.925856 + Penalty 2787.576601 = -625739.349255
  nChanged 62
		SP:Iteration 20F (230845.590000 sec): 3 clusters
  Score: Raw -628548.470583 + Penalty 2787.576601 = -625760.893982
  nChanged 70
		SP:Iteration 21Q (230845.680000 sec): 3 clusters
  Score: Raw -628577.066031 + Penalty 2787.576601 = -625789.489430
  nChanged 56
		SP:Iteration 22Q (230845.770000 sec): 3 clusters
  Score: Raw -628597.119285 + Penalty 2787.576601 = -625809.542684
  nChanged 50
		SP:Iteration 23Q (230845.860000 sec): 3 clusters
  Score: Raw -628609.917424 + Penalty 2787.576601 = -625822.340823
  nChanged 40
		SP:Iteration 24Q (230845.950000 sec): 3 clusters
  Score: Raw -628621.227797 + Penalty 2787.576601 = -625833.651196
  nChanged 36
		SP:Iteration 25Q (230846.040000 sec): 3 clusters
  Score: Raw -628631.273742 + Penalty 2787.576601 = -625843.697141
  nChanged 40
		SP:Iteration 26Q (230846.140000 sec): 3 clusters
  Score: Raw -628642.341566 + Penalty 2787.576601 = -625854.764965
  nChanged 31
		SP:Iteration 27Q (230846.220000 sec): 3 clusters
  Score: Raw -628649.242215 + Penalty 2787.576601 = -625861.665613
  nChanged 21
		SP:Iteration 28Q (230846.320000 sec): 3 clusters
  Score: Raw -628654.080927 + Penalty 2787.576601 = -625866.504325
  nChanged 19
		SP:Iteration 29Q (230846.410000 sec): 3 clusters
  Score: Raw -628658.203213 + Penalty 2787.576601 = -625870.626612
  nChanged 26
		SP:Iteration 30Q (230846.500000 sec): 3 clusters
  Score: Raw -628664.050781 + Penalty 2787.576601 = -625876.474180
  nChanged 24
		SP:Iteration 31Q (230846.590000 sec): 3 clusters
  Score: Raw -628670.645232 + Penalty 2787.576601 = -625883.068631
  nChanged 26
		SP:Iteration 32Q (230846.680000 sec): 3 clusters
  Score: Raw -628676.808007 + Penalty 2787.576601 = -625889.231406
  nChanged 24
		SP:Iteration 33Q (230846.770000 sec): 3 clusters
  Score: Raw -628684.318802 + Penalty 2787.576601 = -625896.742201
  nChanged 25
		SP:Iteration 34Q (230846.860000 sec): 3 clusters
  Score: Raw -628691.407672 + Penalty 2787.576601 = -625903.831071
  nChanged 23
		SP:Iteration 35Q (230846.950000 sec): 3 clusters
  Score: Raw -628697.555357 + Penalty 2787.576601 = -625909.978756
  nChanged 26
		SP:Iteration 36Q (230847.040000 sec): 3 clusters
  Score: Raw -628704.440940 + Penalty 2787.576601 = -625916.864339
  nChanged 16
		SP:Iteration 37Q (230847.130000 sec): 3 clusters
  Score: Raw -628707.976056 + Penalty 2787.576601 = -625920.399455
  nChanged 15
		SP:Iteration 38Q (230847.220000 sec): 3 clusters
  Score: Raw -628711.104618 + Penalty 2787.576601 = -625923.528017
  nChanged 18
		SP:Iteration 39Q (230847.320000 sec): 3 clusters
  Score: Raw -628714.408577 + Penalty 2787.576601 = -625926.831976
  nChanged 18
		SP:Iteration 40F (230847.410000 sec): 3 clusters
  Score: Raw -628720.068509 + Penalty 2787.576601 = -625932.491908
  nChanged 23
		SP:Iteration 41Q (230847.500000 sec): 3 clusters
  Score: Raw -628725.382315 + Penalty 2787.576601 = -625937.805714
  nChanged 21
		SP:Iteration 42Q (230847.590000 sec): 3 clusters
  Score: Raw -628732.812983 + Penalty 2787.576601 = -625945.236382
  nChanged 33
		SP:Iteration 43Q (230847.680000 sec): 3 clusters
  Score: Raw -628742.373921 + Penalty 2787.576601 = -625954.797320
  nChanged 36
		SP:Iteration 44Q (230847.770000 sec): 3 clusters
  Score: Raw -628755.381278 + Penalty 2787.576601 = -625967.804677
  nChanged 35
		SP:Iteration 45Q (230847.860000 sec): 3 clusters
  Score: Raw -628762.949403 + Penalty 2787.576601 = -625975.372802
  nChanged 28
		SP:Iteration 46Q (230847.950000 sec): 3 clusters
  Score: Raw -628770.048859 + Penalty 2787.576601 = -625982.472258
  nChanged 30
		SP:Iteration 47Q (230848.040000 sec): 3 clusters
  Score: Raw -628778.375522 + Penalty 2787.576601 = -625990.798921
  nChanged 25
		SP:Iteration 48Q (230848.130000 sec): 3 clusters
  Score: Raw -628783.829564 + Penalty 2787.576601 = -625996.252963
  nChanged 17
		SP:Iteration 49Q (230848.220000 sec): 3 clusters
  Score: Raw -628787.454016 + Penalty 2787.576601 = -625999.877414
  nChanged 14
		SP:Iteration 50Q (230848.310000 sec): 3 clusters
  Score: Raw -628791.574395 + Penalty 2787.576601 = -626003.997794
  nChanged 14
		SP:Iteration 51Q (230848.400000 sec): 3 clusters
  Score: Raw -628795.326337 + Penalty 2787.576601 = -626007.749736
  nChanged 13
		SP:Iteration 52Q (230848.490000 sec): 3 clusters
  Score: Raw -628798.372954 + Penalty 2787.576601 = -626010.796352
  nChanged 21
		SP:Iteration 53Q (230848.580000 sec): 3 clusters
  Score: Raw -628804.136456 + Penalty 2787.576601 = -626016.559854
  nChanged 21
		SP:Iteration 54Q (230848.670000 sec): 3 clusters
  Score: Raw -628810.192393 + Penalty 2787.576601 = -626022.615792
  nChanged 21
		SP:Iteration 55Q (230848.760000 sec): 3 clusters
  Score: Raw -628816.093317 + Penalty 2787.576601 = -626028.516716
  nChanged 24
		SP:Iteration 56Q (230848.850000 sec): 3 clusters
  Score: Raw -628823.271218 + Penalty 2787.576601 = -626035.694617
  nChanged 32
		SP:Iteration 57Q (230848.940000 sec): 3 clusters
  Score: Raw -628833.842456 + Penalty 2787.576601 = -626046.265855
  nChanged 44
		SP:Iteration 58Q (230849.040000 sec): 3 clusters
  Score: Raw -628852.847529 + Penalty 2787.576601 = -626065.270928
  nChanged 52
		SP:Iteration 59Q (230849.120000 sec): 3 clusters
  Score: Raw -628878.496538 + Penalty 2787.576601 = -626090.919937
  nChanged 69
		SP:Iteration 60F (230849.220000 sec): 3 clusters
  Score: Raw -628916.893246 + Penalty 2787.576601 = -626129.316645
  nChanged 73
		SP:Iteration 61Q (230849.310000 sec): 3 clusters
  Score: Raw -628954.120163 + Penalty 2787.576601 = -626166.543562
  nChanged 69
		SP:Iteration 62Q (230849.400000 sec): 3 clusters
  Score: Raw -628981.924995 + Penalty 2787.576601 = -626194.348394
  nChanged 65
		SP:Iteration 63Q (230849.490000 sec): 3 clusters
  Score: Raw -629011.144139 + Penalty 2787.576601 = -626223.567538
  nChanged 52
		SP:Iteration 64Q (230849.580000 sec): 3 clusters
  Score: Raw -629039.656131 + Penalty 2787.576601 = -626252.079530
  nChanged 59
		SP:Iteration 65Q (230849.670000 sec): 3 clusters
  Score: Raw -629065.182185 + Penalty 2787.576601 = -626277.605584
  nChanged 50
		SP:Iteration 66Q (230849.910000 sec): 3 clusters
  Score: Raw -629085.752251 + Penalty 2787.576601 = -626298.175650
  nChanged 42
		SP:Iteration 67Q (230850.040000 sec): 3 clusters
  Score: Raw -629100.388287 + Penalty 2787.576601 = -626312.811686
  nChanged 36
		SP:Iteration 68Q (230850.130000 sec): 3 clusters
  Score: Raw -629115.695004 + Penalty 2787.576601 = -626328.118403
  nChanged 39
		SP:Iteration 69Q (230850.220000 sec): 3 clusters
  Score: Raw -629129.334265 + Penalty 2787.576601 = -626341.757664
  nChanged 25
		SP:Iteration 70Q (230850.300000 sec): 3 clusters
  Score: Raw -629136.054183 + Penalty 2787.576601 = -626348.477582
  nChanged 13
		SP:Iteration 71Q (230850.400000 sec): 3 clusters
  Score: Raw -629139.723245 + Penalty 2787.576601 = -626352.146644
  nChanged 13
		SP:Iteration 72Q (230850.480000 sec): 3 clusters
  Score: Raw -629141.948337 + Penalty 2787.576601 = -626354.371736
  nChanged 17
		SP:Iteration 73Q (230850.570000 sec): 3 clusters
  Score: Raw -629145.895181 + Penalty 2787.576601 = -626358.318580
  nChanged 15
		SP:Iteration 74Q (230850.660000 sec): 3 clusters
  Score: Raw -629148.879695 + Penalty 2787.576601 = -626361.303094
  nChanged 19
		SP:Iteration 75Q (230850.750000 sec): 3 clusters
  Score: Raw -629153.266883 + Penalty 2787.576601 = -626365.690282
  nChanged 11
		SP:Iteration 76Q (230850.840000 sec): 3 clusters
  Score: Raw -629156.172090 + Penalty 2787.576601 = -626368.595489
  nChanged 12
		SP:Iteration 77Q (230850.930000 sec): 3 clusters
  Score: Raw -629158.594355 + Penalty 2787.576601 = -626371.017754
  nChanged 10
		SP:Iteration 78Q (230851.020000 sec): 3 clusters
  Score: Raw -629161.019906 + Penalty 2787.576601 = -626373.443305
  nChanged 9
		SP:Iteration 79Q (230851.110000 sec): 3 clusters
  Score: Raw -629162.473888 + Penalty 2787.576601 = -626374.897287
  nChanged 7
		SP:Iteration 80F (230851.200000 sec): 3 clusters
  Score: Raw -629164.166179 + Penalty 2787.576601 = -626376.589578
  nChanged 6
		SP:Iteration 81Q (230851.290000 sec): 3 clusters
  Score: Raw -629165.280718 + Penalty 2787.576601 = -626377.704117
  nChanged 6
		SP:Iteration 82Q (230851.380000 sec): 3 clusters
  Score: Raw -629166.558523 + Penalty 2787.576601 = -626378.981922
  nChanged 6
		SP:Iteration 83Q (230851.470000 sec): 3 clusters
  Score: Raw -629167.549416 + Penalty 2787.576601 = -626379.972815
  nChanged 6
		SP:Iteration 84Q (230851.560000 sec): 3 clusters
  Score: Raw -629168.547473 + Penalty 2787.576601 = -626380.970872
  nChanged 3
		SP:Iteration 85Q (230851.640000 sec): 3 clusters
  Score: Raw -629169.478037 + Penalty 2787.576601 = -626381.901436
  nChanged 6
		SP:Iteration 86Q (230851.740000 sec): 3 clusters
  Score: Raw -629170.646074 + Penalty 2787.576601 = -626383.069473
  nChanged 5
		SP:Iteration 87Q (230851.820000 sec): 3 clusters
  Score: Raw -629171.995360 + Penalty 2787.576601 = -626384.418759
  nChanged 5
		SP:Iteration 88Q (230851.910000 sec): 3 clusters
  Score: Raw -629173.750802 + Penalty 2787.576601 = -626386.174201
  nChanged 7
		SP:Iteration 89Q (230852.000000 sec): 3 clusters
  Score: Raw -629175.679034 + Penalty 2787.576601 = -626388.102433
  nChanged 5
		SP:Iteration 90Q (230852.090000 sec): 3 clusters
  Score: Raw -629176.486809 + Penalty 2787.576601 = -626388.910208
  nChanged 6
		SP:Iteration 91Q (230852.180000 sec): 3 clusters
  Score: Raw -629178.284062 + Penalty 2787.576601 = -626390.707460
  nChanged 8
		SP:Iteration 92Q (230852.270000 sec): 3 clusters
  Score: Raw -629181.722503 + Penalty 2787.576601 = -626394.145902
  nChanged 9
		SP:Iteration 93Q (230852.360000 sec): 3 clusters
  Score: Raw -629185.381229 + Penalty 2787.576601 = -626397.804628
  nChanged 8
		SP:Iteration 94Q (230852.450000 sec): 3 clusters
  Score: Raw -629188.224872 + Penalty 2787.576601 = -626400.648271
  nChanged 9
		SP:Iteration 95Q (230852.540000 sec): 3 clusters
  Score: Raw -629190.271704 + Penalty 2787.576601 = -626402.695103
  nChanged 11
		SP:Iteration 96Q (230852.620000 sec): 3 clusters
  Score: Raw -629193.832122 + Penalty 2787.576601 = -626406.255521
  nChanged 9
		SP:Iteration 97Q (230852.720000 sec): 3 clusters
  Score: Raw -629196.147986 + Penalty 2787.576601 = -626408.571385
  nChanged 9
		SP:Iteration 98Q (230852.800000 sec): 3 clusters
  Score: Raw -629197.194322 + Penalty 2787.576601 = -626409.617721
  nChanged 2
		SP:Iteration 99Q (230852.890000 sec): 3 clusters
  Score: Raw -629197.637434 + Penalty 2787.576601 = -626410.060833
  nChanged 1
		SP:Iteration 100F (230852.980000 sec): 3 clusters
  Score: Raw -629197.741840 + Penalty 2787.576601 = -626410.165239
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 20 (6031 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (230853.070000 sec): 2 clusters
  Score: Raw -644429.714369 + Penalty 1414.508568 = -643015.205801
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (230853.200000 sec): 3 clusters
  Score: Raw -641176.053142 + Penalty 2829.017137 = -638347.036005
  nChanged 2512
		SP:Iteration 1F (230853.290000 sec): 3 clusters
  Score: Raw -642793.582136 + Penalty 2829.017137 = -639964.564999
  nChanged 522
		SP:Iteration 2F (230853.390000 sec): 3 clusters
  Score: Raw -643271.793766 + Penalty 2829.017137 = -640442.776629
  nChanged 478
		SP:Iteration 3F (230853.490000 sec): 3 clusters
  Score: Raw -643748.825485 + Penalty 2829.017137 = -640919.808348
  nChanged 437
		SP:Iteration 4F (230853.590000 sec): 3 clusters
  Score: Raw -644135.593037 + Penalty 2829.017137 = -641306.575901
  nChanged 381
		SP:Iteration 5F (230853.680000 sec): 3 clusters
  Score: Raw -644433.997303 + Penalty 2829.017137 = -641604.980167
  nChanged 301
		SP:Iteration 6Q (230853.790000 sec): 3 clusters
  Score: Raw -644657.020411 + Penalty 2829.017137 = -641828.003274
  nChanged 253
		SP:Iteration 7Q (230853.880000 sec): 3 clusters
  Score: Raw -644822.439081 + Penalty 2829.017137 = -641993.421944
  nChanged 204
		SP:Iteration 8Q (230853.980000 sec): 3 clusters
  Score: Raw -644943.061333 + Penalty 2829.017137 = -642114.044196
  nChanged 158
		SP:Iteration 9Q (230854.070000 sec): 3 clusters
  Score: Raw -645015.287669 + Penalty 2829.017137 = -642186.270532
  nChanged 103
		SP:Iteration 10Q (230854.170000 sec): 3 clusters
  Score: Raw -645082.770661 + Penalty 2829.017137 = -642253.753524
  nChanged 123
		SP:Iteration 11Q (230854.270000 sec): 3 clusters
  Score: Raw -645157.428238 + Penalty 2829.017137 = -642328.411101
  nChanged 98
		SP:Iteration 12Q (230854.370000 sec): 3 clusters
  Score: Raw -645220.659914 + Penalty 2829.017137 = -642391.642777
  nChanged 89
		SP:Iteration 13Q (230854.460000 sec): 3 clusters
  Score: Raw -645251.475302 + Penalty 2829.017137 = -642422.458165
  nChanged 55
		SP:Iteration 14Q (230854.560000 sec): 3 clusters
  Score: Raw -645269.642495 + Penalty 2829.017137 = -642440.625358
  nChanged 50
		SP:Iteration 15Q (230854.650000 sec): 3 clusters
  Score: Raw -645279.846630 + Penalty 2829.017137 = -642450.829493
  nChanged 30
		SP:Iteration 16Q (230854.750000 sec): 3 clusters
  Score: Raw -645287.344049 + Penalty 2829.017137 = -642458.326912
  nChanged 28
		SP:Iteration 17Q (230854.840000 sec): 3 clusters
  Score: Raw -645293.522248 + Penalty 2829.017137 = -642464.505111
  nChanged 23
		SP:Iteration 18Q (230854.940000 sec): 3 clusters
  Score: Raw -645298.417202 + Penalty 2829.017137 = -642469.400065
  nChanged 16
		SP:Iteration 19Q (230855.030000 sec): 3 clusters
  Score: Raw -645302.050437 + Penalty 2829.017137 = -642473.033300
  nChanged 16
		SP:Iteration 20F (230855.130000 sec): 3 clusters
  Score: Raw -645305.386137 + Penalty 2829.017137 = -642476.369000
  nChanged 17
		SP:Iteration 21Q (230855.230000 sec): 3 clusters
  Score: Raw -645308.933734 + Penalty 2829.017137 = -642479.916597
  nChanged 16
		SP:Iteration 22Q (230855.330000 sec): 3 clusters
  Score: Raw -645312.276001 + Penalty 2829.017137 = -642483.258864
  nChanged 13
		SP:Iteration 23Q (230855.420000 sec): 3 clusters
  Score: Raw -645314.478621 + Penalty 2829.017137 = -642485.461484
  nChanged 8
		SP:Iteration 24Q (230855.520000 sec): 3 clusters
  Score: Raw -645315.968570 + Penalty 2829.017137 = -642486.951433
  nChanged 3
		SP:Iteration 25Q (230855.610000 sec): 3 clusters
  Score: Raw -645316.965274 + Penalty 2829.017137 = -642487.948137
  nChanged 6
		SP:Iteration 26Q (230855.710000 sec): 3 clusters
  Score: Raw -645318.027173 + Penalty 2829.017137 = -642489.010036
  nChanged 5
		SP:Iteration 27Q (230855.810000 sec): 3 clusters
  Score: Raw -645318.428408 + Penalty 2829.017137 = -642489.411271
  nChanged 1
		SP:Iteration 28Q (230855.900000 sec): 3 clusters
  Score: Raw -645318.491565 + Penalty 2829.017137 = -642489.474428
  nChanged 1
		SP:Iteration 29Q (230856.000000 sec): 3 clusters
  Score: Raw -645318.666602 + Penalty 2829.017137 = -642489.649465
  nChanged 2
		SP:Iteration 30Q (230856.100000 sec): 3 clusters
  Score: Raw -645319.070497 + Penalty 2829.017137 = -642490.053360
  nChanged 1
		SP:Iteration 31Q (230856.190000 sec): 3 clusters
  Score: Raw -645319.159842 + Penalty 2829.017137 = -642490.142705
  nChanged 0
		SP:Iteration 32F (230856.290000 sec): 3 clusters
  Score: Raw -645319.159842 + Penalty 2829.017137 = -642490.142705
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 21 (11011 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (230856.410000 sec): 2 clusters
  Score: Raw -1289416.411912 + Penalty 1512.330633 = -1287904.081278
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (230856.590000 sec): 3 clusters
  Score: Raw -1283096.491687 + Penalty 3024.661267 = -1280071.830420
  nChanged 4787
		SP:Iteration 1F (230856.730000 sec): 3 clusters
  Score: Raw -1285770.500481 + Penalty 3024.661267 = -1282745.839214
  nChanged 739
		SP:Iteration 2F (230856.910000 sec): 3 clusters
  Score: Raw -1286106.192818 + Penalty 3024.661267 = -1283081.531551
  nChanged 630
		SP:Iteration 3F (230857.100000 sec): 3 clusters
  Score: Raw -1286395.745699 + Penalty 3024.661267 = -1283371.084432
  nChanged 597
		SP:Iteration 4F (230857.250000 sec): 3 clusters
  Score: Raw -1286711.212401 + Penalty 3024.661267 = -1283686.551134
  nChanged 626
		SP:Iteration 5F (230857.390000 sec): 3 clusters
  Score: Raw -1287073.596336 + Penalty 3024.661267 = -1284048.935069
  nChanged 595
		SP:Iteration 6F (230857.560000 sec): 3 clusters
  Score: Raw -1287436.702278 + Penalty 3024.661267 = -1284412.041011
  nChanged 582
		SP:Iteration 7F (230857.710000 sec): 3 clusters
  Score: Raw -1287825.470553 + Penalty 3024.661267 = -1284800.809286
  nChanged 505
		SP:Iteration 8Q (230857.860000 sec): 3 clusters
  Score: Raw -1288183.482958 + Penalty 3024.661267 = -1285158.821692
  nChanged 409
		SP:Iteration 9Q (230858.040000 sec): 3 clusters
  Score: Raw -1288478.323102 + Penalty 3024.661267 = -1285453.661835
  nChanged 313
		SP:Iteration 10Q (230858.230000 sec): 3 clusters
  Score: Raw -1288709.815164 + Penalty 3024.661267 = -1285685.153897
  nChanged 265
		SP:Iteration 11Q (230858.380000 sec): 3 clusters
  Score: Raw -1288910.494760 + Penalty 3024.661267 = -1285885.833493
  nChanged 255
		SP:Iteration 12Q (230858.520000 sec): 3 clusters
  Score: Raw -1289118.632810 + Penalty 3024.661267 = -1286093.971543
  nChanged 234
		SP:Iteration 13Q (230858.670000 sec): 3 clusters
  Score: Raw -1289334.785251 + Penalty 3024.661267 = -1286310.123984
  nChanged 192
		SP:Iteration 14Q (230858.850000 sec): 3 clusters
  Score: Raw -1289490.294480 + Penalty 3024.661267 = -1286465.633213
  nChanged 158
		SP:Iteration 15Q (230858.990000 sec): 3 clusters
  Score: Raw -1289603.011307 + Penalty 3024.661267 = -1286578.350040
  nChanged 114
		SP:Iteration 16Q (230859.140000 sec): 3 clusters
  Score: Raw -1289682.743196 + Penalty 3024.661267 = -1286658.081929
  nChanged 91
		SP:Iteration 17Q (230859.290000 sec): 3 clusters
  Score: Raw -1289733.930750 + Penalty 3024.661267 = -1286709.269483
  nChanged 73
		SP:Iteration 18Q (230859.430000 sec): 3 clusters
  Score: Raw -1289764.475498 + Penalty 3024.661267 = -1286739.814231
  nChanged 42
		SP:Iteration 19Q (230859.610000 sec): 3 clusters
  Score: Raw -1289777.799688 + Penalty 3024.661267 = -1286753.138421
  nChanged 32
		SP:Iteration 20F (230859.760000 sec): 3 clusters
  Score: Raw -1289788.804088 + Penalty 3024.661267 = -1286764.142821
  nChanged 34
		SP:Iteration 21Q (230859.910000 sec): 3 clusters
  Score: Raw -1289801.779912 + Penalty 3024.661267 = -1286777.118646
  nChanged 21
		SP:Iteration 22Q (230860.090000 sec): 3 clusters
  Score: Raw -1289808.337298 + Penalty 3024.661267 = -1286783.676031
  nChanged 13
		SP:Iteration 23Q (230860.230000 sec): 3 clusters
  Score: Raw -1289811.894013 + Penalty 3024.661267 = -1286787.232746
  nChanged 12
		SP:Iteration 24Q (230860.380000 sec): 3 clusters
  Score: Raw -1289815.983134 + Penalty 3024.661267 = -1286791.321867
  nChanged 10
		SP:Iteration 25Q (230860.550000 sec): 3 clusters
  Score: Raw -1289818.644980 + Penalty 3024.661267 = -1286793.983713
  nChanged 10
		SP:Iteration 26Q (230860.690000 sec): 3 clusters
  Score: Raw -1289820.562235 + Penalty 3024.661267 = -1286795.900968
  nChanged 6
		SP:Iteration 27Q (230860.850000 sec): 3 clusters
  Score: Raw -1289821.228458 + Penalty 3024.661267 = -1286796.567191
  nChanged 3
		SP:Iteration 28Q (230861.000000 sec): 3 clusters
  Score: Raw -1289821.756444 + Penalty 3024.661267 = -1286797.095177
  nChanged 2
		SP:Iteration 29Q (230861.140000 sec): 3 clusters
  Score: Raw -1289822.128334 + Penalty 3024.661267 = -1286797.467067
  nChanged 4
		SP:Iteration 30Q (230861.320000 sec): 3 clusters
  Score: Raw -1289822.672719 + Penalty 3024.661267 = -1286798.011452
  nChanged 2
		SP:Iteration 31Q (230861.460000 sec): 3 clusters
  Score: Raw -1289822.938143 + Penalty 3024.661267 = -1286798.276877
  nChanged 3
		SP:Iteration 32Q (230861.620000 sec): 3 clusters
  Score: Raw -1289823.467623 + Penalty 3024.661267 = -1286798.806356
  nChanged 2
		SP:Iteration 33Q (230861.790000 sec): 3 clusters
  Score: Raw -1289824.070151 + Penalty 3024.661267 = -1286799.408884
  nChanged 3
		SP:Iteration 34Q (230861.930000 sec): 3 clusters
  Score: Raw -1289824.897012 + Penalty 3024.661267 = -1286800.235745
  nChanged 2
		SP:Iteration 35Q (230862.080000 sec): 3 clusters
  Score: Raw -1289825.225336 + Penalty 3024.661267 = -1286800.564069
  nChanged 3
		SP:Iteration 36Q (230862.230000 sec): 3 clusters
  Score: Raw -1289826.447174 + Penalty 3024.661267 = -1286801.785907
  nChanged 5
		SP:Iteration 37Q (230862.380000 sec): 3 clusters
  Score: Raw -1289827.738688 + Penalty 3024.661267 = -1286803.077421
  nChanged 4
		SP:Iteration 38Q (230862.550000 sec): 3 clusters
  Score: Raw -1289829.267520 + Penalty 3024.661267 = -1286804.606253
  nChanged 8
		SP:Iteration 39Q (230862.700000 sec): 3 clusters
  Score: Raw -1289830.749432 + Penalty 3024.661267 = -1286806.088166
  nChanged 6
		SP:Iteration 40F (230862.990000 sec): 3 clusters
  Score: Raw -1289832.242903 + Penalty 3024.661267 = -1286807.581636
  nChanged 5
		SP:Iteration 41Q (230863.130000 sec): 3 clusters
  Score: Raw -1289833.345729 + Penalty 3024.661267 = -1286808.684462
  nChanged 6
		SP:Iteration 42Q (230863.260000 sec): 3 clusters
  Score: Raw -1289835.239791 + Penalty 3024.661267 = -1286810.578525
  nChanged 2
		SP:Iteration 43Q (230863.430000 sec): 3 clusters
  Score: Raw -1289836.443313 + Penalty 3024.661267 = -1286811.782046
  nChanged 7
		SP:Iteration 44Q (230863.580000 sec): 3 clusters
  Score: Raw -1289837.873803 + Penalty 3024.661267 = -1286813.212536
  nChanged 6
		SP:Iteration 45Q (230863.720000 sec): 3 clusters
  Score: Raw -1289839.361413 + Penalty 3024.661267 = -1286814.700146
  nChanged 6
		SP:Iteration 46Q (230863.900000 sec): 3 clusters
  Score: Raw -1289840.520228 + Penalty 3024.661267 = -1286815.858961
  nChanged 4
		SP:Iteration 47Q (230864.040000 sec): 3 clusters
  Score: Raw -1289841.113213 + Penalty 3024.661267 = -1286816.451946
  nChanged 1
		SP:Iteration 48Q (230864.190000 sec): 3 clusters
  Score: Raw -1289841.177815 + Penalty 3024.661267 = -1286816.516548
  nChanged 0
		SP:Iteration 49F (230864.370000 sec): 3 clusters
  Score: Raw -1289841.177815 + Penalty 3024.661267 = -1286816.516548
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 22 (21302 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (230864.580000 sec): 2 clusters
  Score: Raw -2532715.178627 + Penalty 1619.565390 = -2531095.613237
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (230864.840000 sec): 3 clusters
  Score: Raw -2519675.794087 + Penalty 3239.130779 = -2516436.663308
  nChanged 9771
		SP:Iteration 1F (230865.070000 sec): 3 clusters
  Score: Raw -2525325.541041 + Penalty 3239.130779 = -2522086.410262
  nChanged 1246
		SP:Iteration 2F (230865.340000 sec): 3 clusters
  Score: Raw -2525952.876675 + Penalty 3239.130779 = -2522713.745895
  nChanged 1384
		SP:Iteration 3F (230865.600000 sec): 3 clusters
  Score: Raw -2526764.405310 + Penalty 3239.130779 = -2523525.274530
  nChanged 1482
		SP:Iteration 4F (230865.840000 sec): 3 clusters
  Score: Raw -2527762.842728 + Penalty 3239.130779 = -2524523.711949
  nChanged 1494
		SP:Iteration 5F (230866.070000 sec): 3 clusters
  Score: Raw -2528819.058588 + Penalty 3239.130779 = -2525579.927809
  nChanged 1367
		SP:Iteration 6F (230866.310000 sec): 3 clusters
  Score: Raw -2529841.571466 + Penalty 3239.130779 = -2526602.440687
  nChanged 1171
		SP:Iteration 7F (230866.580000 sec): 3 clusters
  Score: Raw -2530755.144251 + Penalty 3239.130779 = -2527516.013472
  nChanged 948
		SP:Iteration 8Q (230866.840000 sec): 3 clusters
  Score: Raw -2531524.853943 + Penalty 3239.130779 = -2528285.723164
  nChanged 651
		SP:Iteration 9Q (230867.070000 sec): 3 clusters
  Score: Raw -2532055.739860 + Penalty 3239.130779 = -2528816.609080
  nChanged 423
		SP:Iteration 10Q (230867.320000 sec): 3 clusters
  Score: Raw -2532409.160110 + Penalty 3239.130779 = -2529170.029330
  nChanged 252
		SP:Iteration 11Q (230867.540000 sec): 3 clusters
  Score: Raw -2532640.580060 + Penalty 3239.130779 = -2529401.449281
  nChanged 136
		SP:Iteration 12Q (230867.780000 sec): 3 clusters
  Score: Raw -2532752.047780 + Penalty 3239.130779 = -2529512.917001
  nChanged 69
		SP:Iteration 13Q (230868.000000 sec): 3 clusters
  Score: Raw -2532819.532284 + Penalty 3239.130779 = -2529580.401505
  nChanged 44
		SP:Iteration 14Q (230868.240000 sec): 3 clusters
  Score: Raw -2532864.277538 + Penalty 3239.130779 = -2529625.146759
  nChanged 33
		SP:Iteration 15Q (230868.490000 sec): 3 clusters
  Score: Raw -2532900.328073 + Penalty 3239.130779 = -2529661.197294
  nChanged 20
		SP:Iteration 16Q (230868.700000 sec): 3 clusters
  Score: Raw -2532923.468839 + Penalty 3239.130779 = -2529684.338060
  nChanged 14
		SP:Iteration 17Q (230868.920000 sec): 3 clusters
  Score: Raw -2532938.118152 + Penalty 3239.130779 = -2529698.987373
  nChanged 14
		SP:Iteration 18Q (230869.130000 sec): 3 clusters
  Score: Raw -2532950.566505 + Penalty 3239.130779 = -2529711.435726
  nChanged 5
		SP:Iteration 19Q (230869.340000 sec): 3 clusters
  Score: Raw -2532955.022416 + Penalty 3239.130779 = -2529715.891636
  nChanged 4
		SP:Iteration 20F (230869.570000 sec): 3 clusters
  Score: Raw -2532959.418220 + Penalty 3239.130779 = -2529720.287441
  nChanged 4
		SP:Iteration 21Q (230869.790000 sec): 3 clusters
  Score: Raw -2532963.767048 + Penalty 3239.130779 = -2529724.636268
  nChanged 4
		SP:Iteration 22Q (230870.030000 sec): 3 clusters
  Score: Raw -2532967.874802 + Penalty 3239.130779 = -2529728.744022
  nChanged 3
		SP:Iteration 23Q (230870.250000 sec): 3 clusters
  Score: Raw -2532972.194436 + Penalty 3239.130779 = -2529733.063657
  nChanged 6
		SP:Iteration 24Q (230870.480000 sec): 3 clusters
  Score: Raw -2532978.733513 + Penalty 3239.130779 = -2529739.602733
  nChanged 6
		SP:Iteration 25Q (230870.730000 sec): 3 clusters
  Score: Raw -2532984.769712 + Penalty 3239.130779 = -2529745.638933
  nChanged 1
		SP:Iteration 26Q (230870.940000 sec): 3 clusters
  Score: Raw -2532985.175570 + Penalty 3239.130779 = -2529746.044791
  nChanged 1
		SP:Iteration 27Q (230871.170000 sec): 3 clusters
  Score: Raw -2532986.116574 + Penalty 3239.130779 = -2529746.985795
  nChanged 1
		SP:Iteration 28Q (230871.400000 sec): 3 clusters
  Score: Raw -2532987.143764 + Penalty 3239.130779 = -2529748.012985
  nChanged 0
		SP:Iteration 29F (230871.640000 sec): 3 clusters
  Score: Raw -2532987.143764 + Penalty 3239.130779 = -2529748.012985
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 23 (65768 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (230872.130000 sec): 2 clusters
  Score: Raw -8179184.690637 + Penalty 1802.756910 = -8177381.933727
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (230872.780000 sec): 3 clusters
  Score: Raw -8137080.205879 + Penalty 3605.513820 = -8133474.692059
  nChanged 31171
		SP:Iteration 1F (230873.440000 sec): 3 clusters
  Score: Raw -8155309.251880 + Penalty 3605.513820 = -8151703.738060
  nChanged 2856
		SP:Iteration 2Q (230874.120000 sec): 3 clusters
  Score: Raw -8156354.292048 + Penalty 3605.513820 = -8152748.778228
  nChanged 3195
		SP:Iteration 3Q (230874.800000 sec): 3 clusters
  Score: Raw -8157777.674014 + Penalty 3605.513820 = -8154172.160194
  nChanged 3680
		SP:Iteration 4F (230875.480000 sec): 3 clusters
  Score: Raw -8159574.307183 + Penalty 3605.513820 = -8155968.793363
  nChanged 3895
		SP:Iteration 5F (230876.150000 sec): 3 clusters
  Score: Raw -8161587.018624 + Penalty 3605.513820 = -8157981.504804
  nChanged 3841
		SP:Iteration 6F (230876.790000 sec): 3 clusters
  Score: Raw -8163602.538975 + Penalty 3605.513820 = -8159997.025155
  nChanged 3585
		SP:Iteration 7F (230877.450000 sec): 3 clusters
  Score: Raw -8165467.494900 + Penalty 3605.513820 = -8161861.981080
  nChanged 3270
		SP:Iteration 8Q (230878.130000 sec): 3 clusters
  Score: Raw -8167164.584205 + Penalty 3605.513820 = -8163559.070385
  nChanged 2894
		SP:Iteration 9Q (230878.800000 sec): 3 clusters
  Score: Raw -8168738.622676 + Penalty 3605.513820 = -8165133.108856
  nChanged 2661
		SP:Iteration 10Q (230879.430000 sec): 3 clusters
  Score: Raw -8170246.333184 + Penalty 3605.513820 = -8166640.819365
  nChanged 2596
		SP:Iteration 11Q (230880.080000 sec): 3 clusters
  Score: Raw -8171681.968544 + Penalty 3605.513820 = -8168076.454724
  nChanged 2616
		SP:Iteration 12Q (230880.740000 sec): 3 clusters
  Score: Raw -8173084.614839 + Penalty 3605.513820 = -8169479.101019
  nChanged 2578
		SP:Iteration 13Q (230881.360000 sec): 3 clusters
  Score: Raw -8174362.312778 + Penalty 3605.513820 = -8170756.798958
  nChanged 2446
		SP:Iteration 14Q (230882.010000 sec): 3 clusters
  Score: Raw -8175510.396467 + Penalty 3605.513820 = -8171904.882647
  nChanged 2320
		SP:Iteration 15Q (230882.660000 sec): 3 clusters
  Score: Raw -8176531.107614 + Penalty 3605.513820 = -8172925.593794
  nChanged 2052
		SP:Iteration 16Q (230883.250000 sec): 3 clusters
  Score: Raw -8177390.650260 + Penalty 3605.513820 = -8173785.136440
  nChanged 1788
		SP:Iteration 17Q (230883.900000 sec): 3 clusters
  Score: Raw -8178091.712545 + Penalty 3605.513820 = -8174486.198725
  nChanged 1505
		SP:Iteration 18Q (230884.510000 sec): 3 clusters
  Score: Raw -8178651.370390 + Penalty 3605.513820 = -8175045.856570
  nChanged 1294
		SP:Iteration 19Q (230885.090000 sec): 3 clusters
  Score: Raw -8179101.713018 + Penalty 3605.513820 = -8175496.199198
  nChanged 981
		SP:Iteration 20F (230885.720000 sec): 3 clusters
  Score: Raw -8179399.121740 + Penalty 3605.513820 = -8175793.607920
  nChanged 723
		SP:Iteration 21Q (230886.340000 sec): 3 clusters
  Score: Raw -8179600.364789 + Penalty 3605.513820 = -8175994.850969
  nChanged 596
		SP:Iteration 22Q (230886.920000 sec): 3 clusters
  Score: Raw -8179753.216373 + Penalty 3605.513820 = -8176147.702553
  nChanged 454
		SP:Iteration 23Q (230887.490000 sec): 3 clusters
  Score: Raw -8179860.922520 + Penalty 3605.513820 = -8176255.408700
  nChanged 371
		SP:Iteration 24Q (230888.060000 sec): 3 clusters
  Score: Raw -8179937.082549 + Penalty 3605.513820 = -8176331.568729
  nChanged 280
		SP:Iteration 25Q (230888.630000 sec): 3 clusters
  Score: Raw -8179987.846108 + Penalty 3605.513820 = -8176382.332288
  nChanged 230
		SP:Iteration 26Q (230889.200000 sec): 3 clusters
  Score: Raw -8180027.819082 + Penalty 3605.513820 = -8176422.305262
  nChanged 187
		SP:Iteration 27Q (230889.800000 sec): 3 clusters
  Score: Raw -8180059.467109 + Penalty 3605.513820 = -8176453.953289
  nChanged 158
		SP:Iteration 28Q (230890.390000 sec): 3 clusters
  Score: Raw -8180086.103560 + Penalty 3605.513820 = -8176480.589740
  nChanged 132
		SP:Iteration 29Q (230890.970000 sec): 3 clusters
  Score: Raw -8180107.572413 + Penalty 3605.513820 = -8176502.058593
  nChanged 112
		SP:Iteration 30Q (230891.560000 sec): 3 clusters
  Score: Raw -8180124.191614 + Penalty 3605.513820 = -8176518.677794
  nChanged 84
		SP:Iteration 31Q (230892.120000 sec): 3 clusters
  Score: Raw -8180136.061622 + Penalty 3605.513820 = -8176530.547802
  nChanged 74
		SP:Iteration 32Q (230892.690000 sec): 3 clusters
  Score: Raw -8180145.610078 + Penalty 3605.513820 = -8176540.096258
  nChanged 52
		SP:Iteration 33Q (230893.250000 sec): 3 clusters
  Score: Raw -8180152.160872 + Penalty 3605.513820 = -8176546.647052
  nChanged 54
		SP:Iteration 34Q (230893.820000 sec): 3 clusters
  Score: Raw -8180158.478405 + Penalty 3605.513820 = -8176552.964585
  nChanged 47
		SP:Iteration 35Q (230894.390000 sec): 3 clusters
  Score: Raw -8180163.821902 + Penalty 3605.513820 = -8176558.308082
  nChanged 38
		SP:Iteration 36Q (230894.950000 sec): 3 clusters
  Score: Raw -8180168.847081 + Penalty 3605.513820 = -8176563.333261
  nChanged 43
		SP:Iteration 37Q (230895.510000 sec): 3 clusters
  Score: Raw -8180173.642964 + Penalty 3605.513820 = -8176568.129144
  nChanged 32
		SP:Iteration 38Q (230896.070000 sec): 3 clusters
  Score: Raw -8180177.257434 + Penalty 3605.513820 = -8176571.743614
  nChanged 29
		SP:Iteration 39Q (230896.640000 sec): 3 clusters
  Score: Raw -8180179.953099 + Penalty 3605.513820 = -8176574.439279
  nChanged 20
		SP:Iteration 40F (230897.270000 sec): 3 clusters
  Score: Raw -8180181.554384 + Penalty 3605.513820 = -8176576.040565
  nChanged 14
		SP:Iteration 41Q (230897.860000 sec): 3 clusters
  Score: Raw -8180182.830856 + Penalty 3605.513820 = -8176577.317036
  nChanged 12
		SP:Iteration 42Q (230898.440000 sec): 3 clusters
  Score: Raw -8180184.400486 + Penalty 3605.513820 = -8176578.886666
  nChanged 14
		SP:Iteration 43Q (230899.000000 sec): 3 clusters
  Score: Raw -8180186.059707 + Penalty 3605.513820 = -8176580.545887
  nChanged 12
		SP:Iteration 44Q (230899.560000 sec): 3 clusters
  Score: Raw -8180187.308854 + Penalty 3605.513820 = -8176581.795034
  nChanged 15
		SP:Iteration 45Q (230900.130000 sec): 3 clusters
  Score: Raw -8180188.776699 + Penalty 3605.513820 = -8176583.262879
  nChanged 18
		SP:Iteration 46Q (230900.700000 sec): 3 clusters
  Score: Raw -8180190.913834 + Penalty 3605.513820 = -8176585.400014
  nChanged 16
		SP:Iteration 47Q (230901.260000 sec): 3 clusters
  Score: Raw -8180192.751949 + Penalty 3605.513820 = -8176587.238129
  nChanged 22
		SP:Iteration 48Q (230901.820000 sec): 3 clusters
  Score: Raw -8180195.294675 + Penalty 3605.513820 = -8176589.780855
  nChanged 25
		SP:Iteration 49Q (230902.390000 sec): 3 clusters
  Score: Raw -8180198.090799 + Penalty 3605.513820 = -8176592.576979
  nChanged 21
		SP:Iteration 50Q (230902.950000 sec): 3 clusters
  Score: Raw -8180200.389511 + Penalty 3605.513820 = -8176594.875691
  nChanged 23
		SP:Iteration 51Q (230903.510000 sec): 3 clusters
  Score: Raw -8180203.121801 + Penalty 3605.513820 = -8176597.607981
  nChanged 34
		SP:Iteration 52Q (230904.070000 sec): 3 clusters
  Score: Raw -8180207.464797 + Penalty 3605.513820 = -8176601.950977
  nChanged 32
		SP:Iteration 53Q (230904.640000 sec): 3 clusters
  Score: Raw -8180211.350151 + Penalty 3605.513820 = -8176605.836331
  nChanged 28
		SP:Iteration 54Q (230905.200000 sec): 3 clusters
  Score: Raw -8180214.712765 + Penalty 3605.513820 = -8176609.198945
  nChanged 29
		SP:Iteration 55Q (230905.760000 sec): 3 clusters
  Score: Raw -8180217.711939 + Penalty 3605.513820 = -8176612.198119
  nChanged 19
		SP:Iteration 56Q (230906.320000 sec): 3 clusters
  Score: Raw -8180219.009689 + Penalty 3605.513820 = -8176613.495869
  nChanged 8
		SP:Iteration 57Q (230906.880000 sec): 3 clusters
  Score: Raw -8180219.690986 + Penalty 3605.513820 = -8176614.177166
  nChanged 9
		SP:Iteration 58Q (230907.440000 sec): 3 clusters
  Score: Raw -8180220.416664 + Penalty 3605.513820 = -8176614.902844
  nChanged 6
		SP:Iteration 59Q (230908.010000 sec): 3 clusters
  Score: Raw -8180221.083349 + Penalty 3605.513820 = -8176615.569529
  nChanged 4
		SP:Iteration 60F (230908.640000 sec): 3 clusters
  Score: Raw -8180221.445232 + Penalty 3605.513820 = -8176615.931412
  nChanged 5
		SP:Iteration 61Q (230909.220000 sec): 3 clusters
  Score: Raw -8180221.852197 + Penalty 3605.513820 = -8176616.338377
  nChanged 5
		SP:Iteration 62Q (230909.810000 sec): 3 clusters
  Score: Raw -8180222.354962 + Penalty 3605.513820 = -8176616.841142
  nChanged 3
		SP:Iteration 63Q (230910.370000 sec): 3 clusters
  Score: Raw -8180222.693470 + Penalty 3605.513820 = -8176617.179650
  nChanged 8
		SP:Iteration 64Q (230910.930000 sec): 3 clusters
  Score: Raw -8180223.433175 + Penalty 3605.513820 = -8176617.919355
  nChanged 8
		SP:Iteration 65Q (230911.490000 sec): 3 clusters
  Score: Raw -8180224.589265 + Penalty 3605.513820 = -8176619.075445
  nChanged 7
		SP:Iteration 66Q (230912.060000 sec): 3 clusters
  Score: Raw -8180225.240142 + Penalty 3605.513820 = -8176619.726322
  nChanged 6
		SP:Iteration 67Q (230912.620000 sec): 3 clusters
  Score: Raw -8180225.821770 + Penalty 3605.513820 = -8176620.307950
  nChanged 8
		SP:Iteration 68Q (230913.180000 sec): 3 clusters
  Score: Raw -8180226.769884 + Penalty 3605.513820 = -8176621.256065
  nChanged 8
		SP:Iteration 69Q (230913.750000 sec): 3 clusters
  Score: Raw -8180227.659125 + Penalty 3605.513820 = -8176622.145305
  nChanged 7
		SP:Iteration 70Q (230914.310000 sec): 3 clusters
  Score: Raw -8180228.373054 + Penalty 3605.513820 = -8176622.859234
  nChanged 4
		SP:Iteration 71Q (230914.870000 sec): 3 clusters
  Score: Raw -8180228.822394 + Penalty 3605.513820 = -8176623.308574
  nChanged 4
		SP:Iteration 72Q (230915.430000 sec): 3 clusters
  Score: Raw -8180229.289398 + Penalty 3605.513820 = -8176623.775578
  nChanged 3
		SP:Iteration 73Q (230915.990000 sec): 3 clusters
  Score: Raw -8180229.511118 + Penalty 3605.513820 = -8176623.997298
  nChanged 2
		SP:Iteration 74Q (230916.550000 sec): 3 clusters
  Score: Raw -8180229.629417 + Penalty 3605.513820 = -8176624.115597
  nChanged 1
		SP:Iteration 75Q (230917.110000 sec): 3 clusters
  Score: Raw -8180229.675040 + Penalty 3605.513820 = -8176624.161220
  nChanged 0
		SP:Iteration 76F (230917.750000 sec): 3 clusters
  Score: Raw -8180229.675040 + Penalty 3605.513820 = -8176624.161220
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 24 (2448 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (230917.800000 sec): 2 clusters
  Score: Raw -283709.374430 + Penalty 1267.991830 = -282441.382600
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (230917.860000 sec): 3 clusters
  Score: Raw -282621.791308 + Penalty 2535.983659 = -280085.807649
  nChanged 894
		SP:Iteration 1F (230917.920000 sec): 3 clusters
  Score: Raw -283219.065441 + Penalty 2535.983659 = -280683.081782
  nChanged 239
		SP:Iteration 2F (230917.970000 sec): 3 clusters
  Score: Raw -283437.956833 + Penalty 2535.983659 = -280901.973174
  nChanged 170
		SP:Iteration 3F (230918.010000 sec): 3 clusters
  Score: Raw -283601.371895 + Penalty 2535.983659 = -281065.388236
  nChanged 141
		SP:Iteration 4F (230918.060000 sec): 3 clusters
  Score: Raw -283721.812073 + Penalty 2535.983659 = -281185.828414
  nChanged 113
		SP:Iteration 5Q (230918.100000 sec): 3 clusters
  Score: Raw -283817.456397 + Penalty 2535.983659 = -281281.472738
  nChanged 92
		SP:Iteration 6Q (230918.150000 sec): 3 clusters
  Score: Raw -283896.712311 + Penalty 2535.983659 = -281360.728651
  nChanged 75
		SP:Iteration 7Q (230918.190000 sec): 3 clusters
  Score: Raw -283957.708413 + Penalty 2535.983659 = -281421.724754
  nChanged 51
		SP:Iteration 8Q (230918.240000 sec): 3 clusters
  Score: Raw -283998.012676 + Penalty 2535.983659 = -281462.029017
  nChanged 41
		SP:Iteration 9Q (230918.280000 sec): 3 clusters
  Score: Raw -284029.779302 + Penalty 2535.983659 = -281493.795643
  nChanged 33
		SP:Iteration 10Q (230918.330000 sec): 3 clusters
  Score: Raw -284054.005597 + Penalty 2535.983659 = -281518.021938
  nChanged 36
		SP:Iteration 11Q (230918.370000 sec): 3 clusters
  Score: Raw -284079.219368 + Penalty 2535.983659 = -281543.235709
  nChanged 34
		SP:Iteration 12Q (230918.410000 sec): 3 clusters
  Score: Raw -284102.240045 + Penalty 2535.983659 = -281566.256386
  nChanged 33
		SP:Iteration 13Q (230918.460000 sec): 3 clusters
  Score: Raw -284122.743531 + Penalty 2535.983659 = -281586.759872
  nChanged 29
		SP:Iteration 14Q (230918.510000 sec): 3 clusters
  Score: Raw -284139.485013 + Penalty 2535.983659 = -281603.501354
  nChanged 31
		SP:Iteration 15Q (230918.550000 sec): 3 clusters
  Score: Raw -284161.462164 + Penalty 2535.983659 = -281625.478505
  nChanged 33
		SP:Iteration 16Q (230918.590000 sec): 3 clusters
  Score: Raw -284189.394771 + Penalty 2535.983659 = -281653.411112
  nChanged 41
		SP:Iteration 17Q (230918.640000 sec): 3 clusters
  Score: Raw -284229.009118 + Penalty 2535.983659 = -281693.025458
  nChanged 45
		SP:Iteration 18Q (230918.680000 sec): 3 clusters
  Score: Raw -284273.737456 + Penalty 2535.983659 = -281737.753796
  nChanged 52
		SP:Iteration 19Q (230918.730000 sec): 3 clusters
  Score: Raw -284315.911718 + Penalty 2535.983659 = -281779.928058
  nChanged 44
		SP:Iteration 20F (230918.770000 sec): 3 clusters
  Score: Raw -284338.167592 + Penalty 2535.983659 = -281802.183933
  nChanged 22
		SP:Iteration 21Q (230918.810000 sec): 3 clusters
  Score: Raw -284353.927620 + Penalty 2535.983659 = -281817.943961
  nChanged 19
		SP:Iteration 22Q (230918.860000 sec): 3 clusters
  Score: Raw -284364.060314 + Penalty 2535.983659 = -281828.076655
  nChanged 13
		SP:Iteration 23Q (230918.900000 sec): 3 clusters
  Score: Raw -284375.331164 + Penalty 2535.983659 = -281839.347505
  nChanged 15
		SP:Iteration 24Q (230918.950000 sec): 3 clusters
  Score: Raw -284384.817897 + Penalty 2535.983659 = -281848.834238
  nChanged 15
		SP:Iteration 25Q (230918.990000 sec): 3 clusters
  Score: Raw -284394.749261 + Penalty 2535.983659 = -281858.765602
  nChanged 18
		SP:Iteration 26Q (230919.030000 sec): 3 clusters
  Score: Raw -284405.627061 + Penalty 2535.983659 = -281869.643401
  nChanged 22
		SP:Iteration 27Q (230919.080000 sec): 3 clusters
  Score: Raw -284419.231008 + Penalty 2535.983659 = -281883.247348
  nChanged 16
		SP:Iteration 28Q (230919.120000 sec): 3 clusters
  Score: Raw -284427.757886 + Penalty 2535.983659 = -281891.774227
  nChanged 14
		SP:Iteration 29Q (230919.170000 sec): 3 clusters
  Score: Raw -284435.620955 + Penalty 2535.983659 = -281899.637296
  nChanged 16
		SP:Iteration 30Q (230919.210000 sec): 3 clusters
  Score: Raw -284449.742531 + Penalty 2535.983659 = -281913.758871
  nChanged 24
		SP:Iteration 31Q (230919.250000 sec): 3 clusters
  Score: Raw -284466.433621 + Penalty 2535.983659 = -281930.449962
  nChanged 33
		SP:Iteration 32Q (230919.300000 sec): 3 clusters
  Score: Raw -284487.187463 + Penalty 2535.983659 = -281951.203804
  nChanged 25
		SP:Iteration 33Q (230919.340000 sec): 3 clusters
  Score: Raw -284500.934861 + Penalty 2535.983659 = -281964.951202
  nChanged 24
		SP:Iteration 34Q (230919.390000 sec): 3 clusters
  Score: Raw -284512.007791 + Penalty 2535.983659 = -281976.024132
  nChanged 9
		SP:Iteration 35Q (230919.430000 sec): 3 clusters
  Score: Raw -284516.221441 + Penalty 2535.983659 = -281980.237782
  nChanged 12
		SP:Iteration 36Q (230919.470000 sec): 3 clusters
  Score: Raw -284521.671739 + Penalty 2535.983659 = -281985.688079
  nChanged 11
		SP:Iteration 37Q (230919.510000 sec): 3 clusters
  Score: Raw -284528.067611 + Penalty 2535.983659 = -281992.083951
  nChanged 19
		SP:Iteration 38Q (230919.560000 sec): 3 clusters
  Score: Raw -284542.925711 + Penalty 2535.983659 = -282006.942052
  nChanged 21
		SP:Iteration 39Q (230919.600000 sec): 3 clusters
  Score: Raw -284557.414283 + Penalty 2535.983659 = -282021.430624
  nChanged 19
		SP:Iteration 40F (230919.650000 sec): 3 clusters
  Score: Raw -284570.139913 + Penalty 2535.983659 = -282034.156254
  nChanged 23
		SP:Iteration 41Q (230919.690000 sec): 3 clusters
  Score: Raw -284585.795113 + Penalty 2535.983659 = -282049.811454
  nChanged 23
		SP:Iteration 42Q (230919.730000 sec): 3 clusters
  Score: Raw -284597.286655 + Penalty 2535.983659 = -282061.302996
  nChanged 12
		SP:Iteration 43Q (230919.780000 sec): 3 clusters
  Score: Raw -284602.721766 + Penalty 2535.983659 = -282066.738107
  nChanged 9
		SP:Iteration 44Q (230919.820000 sec): 3 clusters
  Score: Raw -284608.184722 + Penalty 2535.983659 = -282072.201063
  nChanged 5
		SP:Iteration 45Q (230919.860000 sec): 3 clusters
  Score: Raw -284610.102363 + Penalty 2535.983659 = -282074.118703
  nChanged 8
		SP:Iteration 46Q (230919.910000 sec): 3 clusters
  Score: Raw -284614.844839 + Penalty 2535.983659 = -282078.861180
  nChanged 13
		SP:Iteration 47Q (230919.950000 sec): 3 clusters
  Score: Raw -284619.630588 + Penalty 2535.983659 = -282083.646929
  nChanged 8
		SP:Iteration 48Q (230919.990000 sec): 3 clusters
  Score: Raw -284625.847044 + Penalty 2535.983659 = -282089.863385
  nChanged 12
		SP:Iteration 49Q (230920.030000 sec): 3 clusters
  Score: Raw -284632.916050 + Penalty 2535.983659 = -282096.932391
  nChanged 16
		SP:Iteration 50Q (230920.080000 sec): 3 clusters
  Score: Raw -284642.638182 + Penalty 2535.983659 = -282106.654522
  nChanged 14
		SP:Iteration 51Q (230920.120000 sec): 3 clusters
  Score: Raw -284647.466297 + Penalty 2535.983659 = -282111.482638
  nChanged 10
		SP:Iteration 52Q (230920.170000 sec): 3 clusters
  Score: Raw -284652.227629 + Penalty 2535.983659 = -282116.243969
  nChanged 7
		SP:Iteration 53Q (230920.210000 sec): 3 clusters
  Score: Raw -284654.626887 + Penalty 2535.983659 = -282118.643228
  nChanged 5
		SP:Iteration 54Q (230920.250000 sec): 3 clusters
  Score: Raw -284656.770505 + Penalty 2535.983659 = -282120.786846
  nChanged 5
		SP:Iteration 55Q (230920.290000 sec): 3 clusters
  Score: Raw -284659.599870 + Penalty 2535.983659 = -282123.616211
  nChanged 2
		SP:Iteration 56Q (230920.340000 sec): 3 clusters
  Score: Raw -284659.920701 + Penalty 2535.983659 = -282123.937042
  nChanged 2
		SP:Iteration 57Q (230920.380000 sec): 3 clusters
  Score: Raw -284660.253391 + Penalty 2535.983659 = -282124.269732
  nChanged 1
		SP:Iteration 58Q (230920.420000 sec): 3 clusters
  Score: Raw -284660.579186 + Penalty 2535.983659 = -282124.595527
  nChanged 1
		SP:Iteration 59Q (230920.470000 sec): 3 clusters
  Score: Raw -284660.797092 + Penalty 2535.983659 = -282124.813433
  nChanged 0
		SP:Iteration 60F (230920.510000 sec): 3 clusters
  Score: Raw -284660.797092 + Penalty 2535.983659 = -282124.813433
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 25 (1469 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (230920.570000 sec): 2 clusters
  Score: Raw -153971.385829 + Penalty 1185.004791 = -152786.381038
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (230920.600000 sec): 3 clusters
  Score: Raw -153385.709561 + Penalty 2370.009582 = -151015.699979
  nChanged 495
		SP:Iteration 1F (230920.630000 sec): 3 clusters
  Score: Raw -153816.857701 + Penalty 2370.009582 = -151446.848118
  nChanged 142
		SP:Iteration 2F (230920.660000 sec): 3 clusters
  Score: Raw -153995.698851 + Penalty 2370.009582 = -151625.689269
  nChanged 93
		SP:Iteration 3F (230920.690000 sec): 3 clusters
  Score: Raw -154088.366664 + Penalty 2370.009582 = -151718.357082
  nChanged 53
		SP:Iteration 4Q (230920.710000 sec): 3 clusters
  Score: Raw -154170.822995 + Penalty 2370.009582 = -151800.813413
  nChanged 53
		SP:Iteration 5Q (230920.740000 sec): 3 clusters
  Score: Raw -154267.193365 + Penalty 2370.009582 = -151897.183782
  nChanged 51
		SP:Iteration 6Q (230920.770000 sec): 3 clusters
  Score: Raw -154340.826067 + Penalty 2370.009582 = -151970.816485
  nChanged 42
		SP:Iteration 7Q (230920.790000 sec): 3 clusters
  Score: Raw -154394.602040 + Penalty 2370.009582 = -152024.592458
  nChanged 28
		SP:Iteration 8Q (230920.820000 sec): 3 clusters
  Score: Raw -154421.893194 + Penalty 2370.009582 = -152051.883611
  nChanged 20
		SP:Iteration 9Q (230920.850000 sec): 3 clusters
  Score: Raw -154445.848900 + Penalty 2370.009582 = -152075.839317
  nChanged 21
		SP:Iteration 10Q (230920.870000 sec): 3 clusters
  Score: Raw -154459.039629 + Penalty 2370.009582 = -152089.030047
  nChanged 11
		SP:Iteration 11Q (230920.900000 sec): 3 clusters
  Score: Raw -154472.169711 + Penalty 2370.009582 = -152102.160129
  nChanged 12
		SP:Iteration 12Q (230920.930000 sec): 3 clusters
  Score: Raw -154488.138889 + Penalty 2370.009582 = -152118.129307
  nChanged 15
		SP:Iteration 13Q (230920.950000 sec): 3 clusters
  Score: Raw -154512.710965 + Penalty 2370.009582 = -152142.701383
  nChanged 19
		SP:Iteration 14Q (230920.980000 sec): 3 clusters
  Score: Raw -154537.282878 + Penalty 2370.009582 = -152167.273295
  nChanged 20
		SP:Iteration 15Q (230921.010000 sec): 3 clusters
  Score: Raw -154565.200868 + Penalty 2370.009582 = -152195.191286
  nChanged 22
		SP:Iteration 16Q (230921.030000 sec): 3 clusters
  Score: Raw -154602.281220 + Penalty 2370.009582 = -152232.271638
  nChanged 15
		SP:Iteration 17Q (230921.060000 sec): 3 clusters
  Score: Raw -154611.167133 + Penalty 2370.009582 = -152241.157551
  nChanged 9
		SP:Iteration 18Q (230921.090000 sec): 3 clusters
  Score: Raw -154617.774018 + Penalty 2370.009582 = -152247.764436
  nChanged 4
		SP:Iteration 19Q (230921.110000 sec): 3 clusters
  Score: Raw -154622.506823 + Penalty 2370.009582 = -152252.497241
  nChanged 4
		SP:Iteration 20F (230921.140000 sec): 3 clusters
  Score: Raw -154625.506850 + Penalty 2370.009582 = -152255.497268
  nChanged 5
		SP:Iteration 21Q (230921.170000 sec): 3 clusters
  Score: Raw -154628.123622 + Penalty 2370.009582 = -152258.114040
  nChanged 7
		SP:Iteration 22Q (230921.200000 sec): 3 clusters
  Score: Raw -154636.740195 + Penalty 2370.009582 = -152266.730613
  nChanged 8
		SP:Iteration 23Q (230921.220000 sec): 3 clusters
  Score: Raw -154644.087556 + Penalty 2370.009582 = -152274.077973
  nChanged 4
		SP:Iteration 24Q (230921.250000 sec): 3 clusters
  Score: Raw -154646.129609 + Penalty 2370.009582 = -152276.120026
  nChanged 4
		SP:Iteration 25Q (230921.270000 sec): 3 clusters
  Score: Raw -154649.603331 + Penalty 2370.009582 = -152279.593749
  nChanged 5
		SP:Iteration 26Q (230921.300000 sec): 3 clusters
  Score: Raw -154653.387996 + Penalty 2370.009582 = -152283.378414
  nChanged 4
		SP:Iteration 27Q (230921.330000 sec): 3 clusters
  Score: Raw -154655.995499 + Penalty 2370.009582 = -152285.985917
  nChanged 6
		SP:Iteration 28Q (230921.350000 sec): 3 clusters
  Score: Raw -154660.299747 + Penalty 2370.009582 = -152290.290165
  nChanged 5
		SP:Iteration 29Q (230921.380000 sec): 3 clusters
  Score: Raw -154664.431186 + Penalty 2370.009582 = -152294.421604
  nChanged 2
		SP:Iteration 30Q (230921.410000 sec): 3 clusters
  Score: Raw -154667.860128 + Penalty 2370.009582 = -152297.850546
  nChanged 4
		SP:Iteration 31Q (230921.430000 sec): 3 clusters
  Score: Raw -154671.418844 + Penalty 2370.009582 = -152301.409262
  nChanged 4
		SP:Iteration 32Q (230921.460000 sec): 3 clusters
  Score: Raw -154674.456522 + Penalty 2370.009582 = -152304.446940
  nChanged 3
		SP:Iteration 33Q (230921.490000 sec): 3 clusters
  Score: Raw -154676.115982 + Penalty 2370.009582 = -152306.106400
  nChanged 3
		SP:Iteration 34Q (230921.510000 sec): 3 clusters
  Score: Raw -154681.148481 + Penalty 2370.009582 = -152311.138899
  nChanged 5
		SP:Iteration 35Q (230921.540000 sec): 3 clusters
  Score: Raw -154684.312743 + Penalty 2370.009582 = -152314.303161
  nChanged 4
		SP:Iteration 36Q (230921.570000 sec): 3 clusters
  Score: Raw -154686.405646 + Penalty 2370.009582 = -152316.396064
  nChanged 1
		SP:Iteration 37Q (230921.590000 sec): 3 clusters
  Score: Raw -154687.169934 + Penalty 2370.009582 = -152317.160352
  nChanged 0
		SP:Iteration 38F (230921.620000 sec): 3 clusters
  Score: Raw -154687.169934 + Penalty 2370.009582 = -152317.160352
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 26 (1010 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (230921.680000 sec): 2 clusters
  Score: Raw -111422.762684 + Penalty 1124.127162 = -110298.635522
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (230921.700000 sec): 3 clusters
  Score: Raw -111113.571218 + Penalty 2248.254323 = -108865.316895
  nChanged 301
		SP:Iteration 1F (230921.720000 sec): 3 clusters
  Score: Raw -111378.519908 + Penalty 2248.254323 = -109130.265584
  nChanged 76
		SP:Iteration 2F (230921.740000 sec): 3 clusters
  Score: Raw -111453.410350 + Penalty 2248.254323 = -109205.156027
  nChanged 33
		SP:Iteration 3Q (230921.760000 sec): 3 clusters
  Score: Raw -111484.413156 + Penalty 2248.254323 = -109236.158833
  nChanged 22
		SP:Iteration 4Q (230921.780000 sec): 3 clusters
  Score: Raw -111511.239653 + Penalty 2248.254323 = -109262.985330
  nChanged 16
		SP:Iteration 5Q (230921.800000 sec): 3 clusters
  Score: Raw -111527.583820 + Penalty 2248.254323 = -109279.329496
  nChanged 12
		SP:Iteration 6Q (230921.820000 sec): 3 clusters
  Score: Raw -111539.182989 + Penalty 2248.254323 = -109290.928666
  nChanged 14
		SP:Iteration 7Q (230921.850000 sec): 3 clusters
  Score: Raw -111551.873994 + Penalty 2248.254323 = -109303.619671
  nChanged 11
		SP:Iteration 8Q (230921.870000 sec): 3 clusters
  Score: Raw -111558.106654 + Penalty 2248.254323 = -109309.852331
  nChanged 5
		SP:Iteration 9Q (230921.890000 sec): 3 clusters
  Score: Raw -111561.093342 + Penalty 2248.254323 = -109312.839019
  nChanged 5
		SP:Iteration 10Q (230921.900000 sec): 3 clusters
  Score: Raw -111565.053630 + Penalty 2248.254323 = -109316.799307
  nChanged 2
		SP:Iteration 11Q (230921.930000 sec): 3 clusters
  Score: Raw -111568.571674 + Penalty 2248.254323 = -109320.317351
  nChanged 4
		SP:Iteration 12Q (230921.950000 sec): 3 clusters
  Score: Raw -111570.854272 + Penalty 2248.254323 = -109322.599949
  nChanged 2
		SP:Iteration 13Q (230921.960000 sec): 3 clusters
  Score: Raw -111572.030917 + Penalty 2248.254323 = -109323.776593
  nChanged 3
		SP:Iteration 14Q (230921.980000 sec): 3 clusters
  Score: Raw -111574.538572 + Penalty 2248.254323 = -109326.284249
  nChanged 0
		SP:Iteration 15F (230922.010000 sec): 3 clusters
  Score: Raw -111574.538572 + Penalty 2248.254323 = -109326.284249
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 27 (321 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (230922.050000 sec): 2 clusters
  Score: Raw -31777.720455 + Penalty 937.859183 = -30839.861272
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (230922.060000 sec): 3 clusters
  Score: Raw -31833.286660 + Penalty 1875.718365 = -29957.568295
  nChanged 78
		SP:Iteration 1F (230922.070000 sec): 3 clusters
  Score: Raw -32016.943660 + Penalty 1875.718365 = -30141.225295
  nChanged 22
		SP:Iteration 2F (230922.070000 sec): 3 clusters
  Score: Raw -32075.970463 + Penalty 1875.718365 = -30200.252098
  nChanged 7
		SP:Iteration 3Q (230922.080000 sec): 3 clusters
  Score: Raw -32098.998416 + Penalty 1875.718365 = -30223.280051
  nChanged 1
		SP:Iteration 4Q (230922.090000 sec): 3 clusters
  Score: Raw -32102.328640 + Penalty 1875.718365 = -30226.610275
  nChanged 2
		SP:Iteration 5Q (230922.090000 sec): 3 clusters
  Score: Raw -32106.001438 + Penalty 1875.718365 = -30230.283073
  nChanged 0
		SP:Iteration 6F (230922.100000 sec): 3 clusters
  Score: Raw -32106.001438 + Penalty 1875.718365 = -30230.283073
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 28 (8015 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (230922.220000 sec): 2 clusters
  Score: Raw -936117.565134 + Penalty 1460.723886 = -934656.841249
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (230922.380000 sec): 3 clusters
  Score: Raw -931644.461271 + Penalty 2921.447771 = -928723.013500
  nChanged 3371
		SP:Iteration 1F (230922.510000 sec): 3 clusters
  Score: Raw -933453.660555 + Penalty 2921.447771 = -930532.212784
  nChanged 568
		SP:Iteration 2F (230922.640000 sec): 3 clusters
  Score: Raw -933782.949572 + Penalty 2921.447771 = -930861.501801
  nChanged 534
		SP:Iteration 3F (230922.770000 sec): 3 clusters
  Score: Raw -934126.567977 + Penalty 2921.447771 = -931205.120205
  nChanged 521
		SP:Iteration 4F (230922.910000 sec): 3 clusters
  Score: Raw -934503.232655 + Penalty 2921.447771 = -931581.784884
  nChanged 531
		SP:Iteration 5F (230923.040000 sec): 3 clusters
  Score: Raw -934896.017001 + Penalty 2921.447771 = -931974.569230
  nChanged 463
		SP:Iteration 6F (230923.160000 sec): 3 clusters
  Score: Raw -935221.546721 + Penalty 2921.447771 = -932300.098950
  nChanged 383
		SP:Iteration 7Q (230923.290000 sec): 3 clusters
  Score: Raw -935487.187855 + Penalty 2921.447771 = -932565.740084
  nChanged 315
		SP:Iteration 8Q (230923.420000 sec): 3 clusters
  Score: Raw -935658.971784 + Penalty 2921.447771 = -932737.524013
  nChanged 250
		SP:Iteration 9Q (230923.550000 sec): 3 clusters
  Score: Raw -935772.554963 + Penalty 2921.447771 = -932851.107192
  nChanged 199
		SP:Iteration 10Q (230923.690000 sec): 3 clusters
  Score: Raw -935859.074406 + Penalty 2921.447771 = -932937.626635
  nChanged 179
		SP:Iteration 11Q (230923.820000 sec): 3 clusters
  Score: Raw -935933.020281 + Penalty 2921.447771 = -933011.572510
  nChanged 155
		SP:Iteration 12Q (230923.950000 sec): 3 clusters
  Score: Raw -935994.182596 + Penalty 2921.447771 = -933072.734825
  nChanged 125
		SP:Iteration 13Q (230924.090000 sec): 3 clusters
  Score: Raw -936035.581965 + Penalty 2921.447771 = -933114.134194
  nChanged 102
		SP:Iteration 14Q (230924.220000 sec): 3 clusters
  Score: Raw -936063.826543 + Penalty 2921.447771 = -933142.378772
  nChanged 82
		SP:Iteration 15Q (230924.350000 sec): 3 clusters
  Score: Raw -936084.647188 + Penalty 2921.447771 = -933163.199417
  nChanged 75
		SP:Iteration 16Q (230924.480000 sec): 3 clusters
  Score: Raw -936100.678276 + Penalty 2921.447771 = -933179.230505
  nChanged 55
		SP:Iteration 17Q (230924.610000 sec): 3 clusters
  Score: Raw -936111.250882 + Penalty 2921.447771 = -933189.803111
  nChanged 48
		SP:Iteration 18Q (230924.750000 sec): 3 clusters
  Score: Raw -936119.713340 + Penalty 2921.447771 = -933198.265569
  nChanged 45
		SP:Iteration 19Q (230924.880000 sec): 3 clusters
  Score: Raw -936127.662389 + Penalty 2921.447771 = -933206.214618
  nChanged 38
		SP:Iteration 20F (230925.010000 sec): 3 clusters
  Score: Raw -936134.329686 + Penalty 2921.447771 = -933212.881915
  nChanged 33
		SP:Iteration 21Q (230925.120000 sec): 3 clusters
  Score: Raw -936140.997019 + Penalty 2921.447771 = -933219.549248
  nChanged 32
		SP:Iteration 22Q (230925.240000 sec): 3 clusters
  Score: Raw -936147.160654 + Penalty 2921.447771 = -933225.712883
  nChanged 27
		SP:Iteration 23Q (230925.370000 sec): 3 clusters
  Score: Raw -936152.044022 + Penalty 2921.447771 = -933230.596251
  nChanged 25
		SP:Iteration 24Q (230925.500000 sec): 3 clusters
  Score: Raw -936155.950930 + Penalty 2921.447771 = -933234.503159
  nChanged 24
		SP:Iteration 25Q (230925.640000 sec): 3 clusters
  Score: Raw -936160.211434 + Penalty 2921.447771 = -933238.763662
  nChanged 21
		SP:Iteration 26Q (230925.770000 sec): 3 clusters
  Score: Raw -936163.301635 + Penalty 2921.447771 = -933241.853864
  nChanged 19
		SP:Iteration 27Q (230925.900000 sec): 3 clusters
  Score: Raw -936166.498499 + Penalty 2921.447771 = -933245.050728
  nChanged 10
		SP:Iteration 28Q (230926.030000 sec): 3 clusters
  Score: Raw -936167.847956 + Penalty 2921.447771 = -933246.400185
  nChanged 10
		SP:Iteration 29Q (230926.170000 sec): 3 clusters
  Score: Raw -936170.150519 + Penalty 2921.447771 = -933248.702748
  nChanged 9
		SP:Iteration 30Q (230926.300000 sec): 3 clusters
  Score: Raw -936171.515548 + Penalty 2921.447771 = -933250.067777
  nChanged 9
		SP:Iteration 31Q (230926.430000 sec): 3 clusters
  Score: Raw -936172.519264 + Penalty 2921.447771 = -933251.071493
  nChanged 3
		SP:Iteration 32Q (230926.570000 sec): 3 clusters
  Score: Raw -936173.146484 + Penalty 2921.447771 = -933251.698713
  nChanged 3
		SP:Iteration 33Q (230926.700000 sec): 3 clusters
  Score: Raw -936173.501818 + Penalty 2921.447771 = -933252.054047
  nChanged 4
		SP:Iteration 34Q (230926.830000 sec): 3 clusters
  Score: Raw -936173.925051 + Penalty 2921.447771 = -933252.477279
  nChanged 4
		SP:Iteration 35Q (230926.960000 sec): 3 clusters
  Score: Raw -936174.287887 + Penalty 2921.447771 = -933252.840116
  nChanged 6
		SP:Iteration 36Q (230927.090000 sec): 3 clusters
  Score: Raw -936175.027788 + Penalty 2921.447771 = -933253.580017
  nChanged 4
		SP:Iteration 37Q (230927.220000 sec): 3 clusters
  Score: Raw -936175.418577 + Penalty 2921.447771 = -933253.970806
  nChanged 1
		SP:Iteration 38Q (230927.330000 sec): 3 clusters
  Score: Raw -936175.465786 + Penalty 2921.447771 = -933254.018015
  nChanged 1
		SP:Iteration 39Q (230927.490000 sec): 3 clusters
  Score: Raw -936175.536010 + Penalty 2921.447771 = -933254.088239
  nChanged 0
		SP:Iteration 40F (230927.620000 sec): 3 clusters
  Score: Raw -936175.536010 + Penalty 2921.447771 = -933254.088239
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 29 (21620 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (230927.820000 sec): 2 clusters
  Score: Raw -2497509.448477 + Penalty 1621.973290 = -2495887.475187
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (230928.070000 sec): 3 clusters
  Score: Raw -2484526.207718 + Penalty 3243.946580 = -2481282.261138
  nChanged 9790
		SP:Iteration 1F (230928.310000 sec): 3 clusters
  Score: Raw -2490601.562726 + Penalty 3243.946580 = -2487357.616146
  nChanged 1663
		SP:Iteration 2F (230928.550000 sec): 3 clusters
  Score: Raw -2491748.514649 + Penalty 3243.946580 = -2488504.568069
  nChanged 1710
		SP:Iteration 3F (230928.820000 sec): 3 clusters
  Score: Raw -2493047.310014 + Penalty 3243.946580 = -2489803.363435
  nChanged 1590
		SP:Iteration 4F (230929.090000 sec): 3 clusters
  Score: Raw -2494179.576928 + Penalty 3243.946580 = -2490935.630348
  nChanged 1353
		SP:Iteration 5F (230929.360000 sec): 3 clusters
  Score: Raw -2495015.770518 + Penalty 3243.946580 = -2491771.823939
  nChanged 1097
		SP:Iteration 6F (230929.630000 sec): 3 clusters
  Score: Raw -2495594.056532 + Penalty 3243.946580 = -2492350.109953
  nChanged 829
		SP:Iteration 7Q (230929.900000 sec): 3 clusters
  Score: Raw -2495989.318017 + Penalty 3243.946580 = -2492745.371437
  nChanged 594
		SP:Iteration 8Q (230930.180000 sec): 3 clusters
  Score: Raw -2496227.959558 + Penalty 3243.946580 = -2492984.012979
  nChanged 419
		SP:Iteration 9Q (230930.450000 sec): 3 clusters
  Score: Raw -2496381.796998 + Penalty 3243.946580 = -2493137.850418
  nChanged 322
		SP:Iteration 10Q (230930.720000 sec): 3 clusters
  Score: Raw -2496511.910472 + Penalty 3243.946580 = -2493267.963892
  nChanged 314
		SP:Iteration 11Q (230930.990000 sec): 3 clusters
  Score: Raw -2496627.513074 + Penalty 3243.946580 = -2493383.566495
  nChanged 295
		SP:Iteration 12Q (230931.270000 sec): 3 clusters
  Score: Raw -2496730.843072 + Penalty 3243.946580 = -2493486.896492
  nChanged 289
		SP:Iteration 13Q (230931.540000 sec): 3 clusters
  Score: Raw -2496832.421686 + Penalty 3243.946580 = -2493588.475106
  nChanged 273
		SP:Iteration 14Q (230931.810000 sec): 3 clusters
  Score: Raw -2496914.872300 + Penalty 3243.946580 = -2493670.925721
  nChanged 226
		SP:Iteration 15Q (230932.080000 sec): 3 clusters
  Score: Raw -2496969.069675 + Penalty 3243.946580 = -2493725.123096
  nChanged 195
		SP:Iteration 16Q (230932.310000 sec): 3 clusters
  Score: Raw -2497014.462207 + Penalty 3243.946580 = -2493770.515627
  nChanged 172
		SP:Iteration 17Q (230932.550000 sec): 3 clusters
  Score: Raw -2497054.604190 + Penalty 3243.946580 = -2493810.657610
  nChanged 169
		SP:Iteration 18Q (230932.780000 sec): 3 clusters
  Score: Raw -2497090.753063 + Penalty 3243.946580 = -2493846.806484
  nChanged 154
		SP:Iteration 19Q (230933.050000 sec): 3 clusters
  Score: Raw -2497123.678692 + Penalty 3243.946580 = -2493879.732112
  nChanged 145
		SP:Iteration 20F (230933.320000 sec): 3 clusters
  Score: Raw -2497154.741278 + Penalty 3243.946580 = -2493910.794698
  nChanged 155
		SP:Iteration 21Q (230933.590000 sec): 3 clusters
  Score: Raw -2497185.097576 + Penalty 3243.946580 = -2493941.150996
  nChanged 158
		SP:Iteration 22Q (230933.870000 sec): 3 clusters
  Score: Raw -2497214.759598 + Penalty 3243.946580 = -2493970.813019
  nChanged 162
		SP:Iteration 23Q (230934.130000 sec): 3 clusters
  Score: Raw -2497247.059322 + Penalty 3243.946580 = -2494003.112742
  nChanged 139
		SP:Iteration 24Q (230934.380000 sec): 3 clusters
  Score: Raw -2497270.847154 + Penalty 3243.946580 = -2494026.900575
  nChanged 132
		SP:Iteration 25Q (230934.610000 sec): 3 clusters
  Score: Raw -2497294.566872 + Penalty 3243.946580 = -2494050.620293
  nChanged 148
		SP:Iteration 26Q (230934.870000 sec): 3 clusters
  Score: Raw -2497322.111253 + Penalty 3243.946580 = -2494078.164674
  nChanged 142
		SP:Iteration 27Q (230935.100000 sec): 3 clusters
  Score: Raw -2497349.614641 + Penalty 3243.946580 = -2494105.668061
  nChanged 158
		SP:Iteration 28Q (230935.370000 sec): 3 clusters
  Score: Raw -2497383.439875 + Penalty 3243.946580 = -2494139.493296
  nChanged 149
		SP:Iteration 29Q (230935.640000 sec): 3 clusters
  Score: Raw -2497413.658564 + Penalty 3243.946580 = -2494169.711984
  nChanged 125
		SP:Iteration 30Q (230935.910000 sec): 3 clusters
  Score: Raw -2497440.220742 + Penalty 3243.946580 = -2494196.274162
  nChanged 121
		SP:Iteration 31Q (230936.170000 sec): 3 clusters
  Score: Raw -2497464.764028 + Penalty 3243.946580 = -2494220.817448
  nChanged 109
		SP:Iteration 32Q (230936.400000 sec): 3 clusters
  Score: Raw -2497490.895933 + Penalty 3243.946580 = -2494246.949354
  nChanged 113
		SP:Iteration 33Q (230936.630000 sec): 3 clusters
  Score: Raw -2497514.824051 + Penalty 3243.946580 = -2494270.877471
  nChanged 108
		SP:Iteration 34Q (230936.860000 sec): 3 clusters
  Score: Raw -2497541.073367 + Penalty 3243.946580 = -2494297.126788
  nChanged 103
		SP:Iteration 35Q (230937.130000 sec): 3 clusters
  Score: Raw -2497564.539518 + Penalty 3243.946580 = -2494320.592938
  nChanged 95
		SP:Iteration 36Q (230937.390000 sec): 3 clusters
  Score: Raw -2497587.668326 + Penalty 3243.946580 = -2494343.721747
  nChanged 103
		SP:Iteration 37Q (230937.620000 sec): 3 clusters
  Score: Raw -2497614.024504 + Penalty 3243.946580 = -2494370.077924
  nChanged 98
		SP:Iteration 38Q (230937.870000 sec): 3 clusters
  Score: Raw -2497639.102645 + Penalty 3243.946580 = -2494395.156065
  nChanged 95
		SP:Iteration 39Q (230938.100000 sec): 3 clusters
  Score: Raw -2497662.881320 + Penalty 3243.946580 = -2494418.934740
  nChanged 101
		SP:Iteration 40F (230938.370000 sec): 3 clusters
  Score: Raw -2497693.685700 + Penalty 3243.946580 = -2494449.739120
  nChanged 88
		SP:Iteration 41Q (230938.640000 sec): 3 clusters
  Score: Raw -2497718.019678 + Penalty 3243.946580 = -2494474.073098
  nChanged 77
		SP:Iteration 42Q (230938.900000 sec): 3 clusters
  Score: Raw -2497739.387305 + Penalty 3243.946580 = -2494495.440725
  nChanged 82
		SP:Iteration 43Q (230939.120000 sec): 3 clusters
  Score: Raw -2497770.173634 + Penalty 3243.946580 = -2494526.227054
  nChanged 76
		SP:Iteration 44Q (230939.380000 sec): 3 clusters
  Score: Raw -2497798.041009 + Penalty 3243.946580 = -2494554.094430
  nChanged 73
		SP:Iteration 45Q (230939.600000 sec): 3 clusters
  Score: Raw -2497829.102894 + Penalty 3243.946580 = -2494585.156314
  nChanged 73
		SP:Iteration 46Q (230939.860000 sec): 3 clusters
  Score: Raw -2497878.270415 + Penalty 3243.946580 = -2494634.323836
  nChanged 85
		SP:Iteration 47Q (230940.080000 sec): 3 clusters
  Score: Raw -2497943.276555 + Penalty 3243.946580 = -2494699.329975
  nChanged 80
		SP:Iteration 48Q (230940.330000 sec): 3 clusters
  Score: Raw -2497996.537412 + Penalty 3243.946580 = -2494752.590832
  nChanged 83
		SP:Iteration 49Q (230940.550000 sec): 3 clusters
  Score: Raw -2498031.626589 + Penalty 3243.946580 = -2494787.680009
  nChanged 69
		SP:Iteration 50Q (230940.810000 sec): 3 clusters
  Score: Raw -2498055.738903 + Penalty 3243.946580 = -2494811.792323
  nChanged 51
		SP:Iteration 51Q (230941.030000 sec): 3 clusters
  Score: Raw -2498070.754335 + Penalty 3243.946580 = -2494826.807755
  nChanged 39
		SP:Iteration 52Q (230941.280000 sec): 3 clusters
  Score: Raw -2498082.999734 + Penalty 3243.946580 = -2494839.053155
  nChanged 34
		SP:Iteration 53Q (230941.500000 sec): 3 clusters
  Score: Raw -2498092.718370 + Penalty 3243.946580 = -2494848.771791
  nChanged 28
		SP:Iteration 54Q (230941.720000 sec): 3 clusters
  Score: Raw -2498099.956016 + Penalty 3243.946580 = -2494856.009436
  nChanged 18
		SP:Iteration 55Q (230941.970000 sec): 3 clusters
  Score: Raw -2498103.040975 + Penalty 3243.946580 = -2494859.094395
  nChanged 12
		SP:Iteration 56Q (230942.220000 sec): 3 clusters
  Score: Raw -2498104.831052 + Penalty 3243.946580 = -2494860.884472
  nChanged 16
		SP:Iteration 57Q (230942.470000 sec): 3 clusters
  Score: Raw -2498108.093624 + Penalty 3243.946580 = -2494864.147045
  nChanged 14
		SP:Iteration 58Q (230942.730000 sec): 3 clusters
  Score: Raw -2498111.580930 + Penalty 3243.946580 = -2494867.634351
  nChanged 14
		SP:Iteration 59Q (230942.960000 sec): 3 clusters
  Score: Raw -2498113.600326 + Penalty 3243.946580 = -2494869.653747
  nChanged 13
		SP:Iteration 60F (230943.200000 sec): 3 clusters
  Score: Raw -2498115.321431 + Penalty 3243.946580 = -2494871.374851
  nChanged 11
		SP:Iteration 61Q (230943.430000 sec): 3 clusters
  Score: Raw -2498116.727058 + Penalty 3243.946580 = -2494872.780478
  nChanged 9
		SP:Iteration 62Q (230943.680000 sec): 3 clusters
  Score: Raw -2498117.654883 + Penalty 3243.946580 = -2494873.708303
  nChanged 4
		SP:Iteration 63Q (230943.930000 sec): 3 clusters
  Score: Raw -2498118.204517 + Penalty 3243.946580 = -2494874.257938
  nChanged 5
		SP:Iteration 64Q (230944.160000 sec): 3 clusters
  Score: Raw -2498118.807575 + Penalty 3243.946580 = -2494874.860995
  nChanged 3
		SP:Iteration 65Q (230944.390000 sec): 3 clusters
  Score: Raw -2498119.263645 + Penalty 3243.946580 = -2494875.317065
  nChanged 5
		SP:Iteration 66Q (230944.650000 sec): 3 clusters
  Score: Raw -2498120.016194 + Penalty 3243.946580 = -2494876.069615
  nChanged 3
		SP:Iteration 67Q (230944.900000 sec): 3 clusters
  Score: Raw -2498120.276836 + Penalty 3243.946580 = -2494876.330256
  nChanged 2
		SP:Iteration 68Q (230945.130000 sec): 3 clusters
  Score: Raw -2498120.511715 + Penalty 3243.946580 = -2494876.565136
  nChanged 2
		SP:Iteration 69Q (230945.350000 sec): 3 clusters
  Score: Raw -2498120.867267 + Penalty 3243.946580 = -2494876.920687
  nChanged 1
		SP:Iteration 70Q (230945.600000 sec): 3 clusters
  Score: Raw -2498120.989886 + Penalty 3243.946580 = -2494877.043306
  nChanged 1
		SP:Iteration 71Q (230945.860000 sec): 3 clusters
  Score: Raw -2498121.060627 + Penalty 3243.946580 = -2494877.114048
  nChanged 1
		SP:Iteration 72Q (230946.080000 sec): 3 clusters
  Score: Raw -2498121.125224 + Penalty 3243.946580 = -2494877.178645
  nChanged 0
		SP:Iteration 73F (230946.340000 sec): 3 clusters
  Score: Raw -2498121.125224 + Penalty 3243.946580 = -2494877.178645
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 30 (38573 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (230946.670000 sec): 2 clusters
  Score: Raw -4852122.723746 + Penalty 1716.050022 = -4850406.673724
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (230947.090000 sec): 3 clusters
  Score: Raw -4828016.136750 + Penalty 3432.100044 = -4824584.036706
  nChanged 18005
		SP:Iteration 1F (230947.500000 sec): 3 clusters
  Score: Raw -4838626.118674 + Penalty 3432.100044 = -4835194.018629
  nChanged 2630
		SP:Iteration 2F (230947.940000 sec): 3 clusters
  Score: Raw -4840285.799810 + Penalty 3432.100044 = -4836853.699765
  nChanged 2973
		SP:Iteration 3F (230948.370000 sec): 3 clusters
  Score: Raw -4842350.422147 + Penalty 3432.100044 = -4838918.322103
  nChanged 3033
		SP:Iteration 4F (230948.800000 sec): 3 clusters
  Score: Raw -4844325.304375 + Penalty 3432.100044 = -4840893.204331
  nChanged 2575
		SP:Iteration 5F (230949.210000 sec): 3 clusters
  Score: Raw -4845785.271152 + Penalty 3432.100044 = -4842353.171108
  nChanged 1959
		SP:Iteration 6F (230949.660000 sec): 3 clusters
  Score: Raw -4846730.409202 + Penalty 3432.100044 = -4843298.309158
  nChanged 1467
		SP:Iteration 7Q (230950.090000 sec): 3 clusters
  Score: Raw -4847306.482739 + Penalty 3432.100044 = -4843874.382695
  nChanged 1132
		SP:Iteration 8Q (230950.490000 sec): 3 clusters
  Score: Raw -4847692.364448 + Penalty 3432.100044 = -4844260.264404
  nChanged 977
		SP:Iteration 9Q (230950.900000 sec): 3 clusters
  Score: Raw -4848004.203564 + Penalty 3432.100044 = -4844572.103519
  nChanged 926
		SP:Iteration 10Q (230951.300000 sec): 3 clusters
  Score: Raw -4848287.583879 + Penalty 3432.100044 = -4844855.483835
  nChanged 968
		SP:Iteration 11Q (230951.700000 sec): 3 clusters
  Score: Raw -4848585.553576 + Penalty 3432.100044 = -4845153.453531
  nChanged 1002
		SP:Iteration 12Q (230952.150000 sec): 3 clusters
  Score: Raw -4848881.303468 + Penalty 3432.100044 = -4845449.203424
  nChanged 1005
		SP:Iteration 13Q (230952.570000 sec): 3 clusters
  Score: Raw -4849176.128072 + Penalty 3432.100044 = -4845744.028028
  nChanged 1003
		SP:Iteration 14Q (230952.990000 sec): 3 clusters
  Score: Raw -4849477.589800 + Penalty 3432.100044 = -4846045.489756
  nChanged 1031
		SP:Iteration 15Q (230953.390000 sec): 3 clusters
  Score: Raw -4849787.414575 + Penalty 3432.100044 = -4846355.314531
  nChanged 1021
		SP:Iteration 16Q (230953.780000 sec): 3 clusters
  Score: Raw -4850093.570455 + Penalty 3432.100044 = -4846661.470411
  nChanged 1021
		SP:Iteration 17Q (230954.180000 sec): 3 clusters
  Score: Raw -4850410.424011 + Penalty 3432.100044 = -4846978.323967
  nChanged 1005
		SP:Iteration 18Q (230954.570000 sec): 3 clusters
  Score: Raw -4850728.219709 + Penalty 3432.100044 = -4847296.119665
  nChanged 1000
		SP:Iteration 19Q (230954.960000 sec): 3 clusters
  Score: Raw -4851049.507780 + Penalty 3432.100044 = -4847617.407736
  nChanged 908
		SP:Iteration 20F (230955.360000 sec): 3 clusters
  Score: Raw -4851329.666366 + Penalty 3432.100044 = -4847897.566322
  nChanged 857
		SP:Iteration 21Q (230955.790000 sec): 3 clusters
  Score: Raw -4851599.801510 + Penalty 3432.100044 = -4848167.701466
  nChanged 790
		SP:Iteration 22Q (230956.220000 sec): 3 clusters
  Score: Raw -4851845.042074 + Penalty 3432.100044 = -4848412.942030
  nChanged 710
		SP:Iteration 23Q (230956.630000 sec): 3 clusters
  Score: Raw -4852038.248499 + Penalty 3432.100044 = -4848606.148454
  nChanged 580
		SP:Iteration 24Q (230957.020000 sec): 3 clusters
  Score: Raw -4852186.169426 + Penalty 3432.100044 = -4848754.069382
  nChanged 519
		SP:Iteration 25Q (230957.390000 sec): 3 clusters
  Score: Raw -4852325.097743 + Penalty 3432.100044 = -4848892.997699
  nChanged 480
		SP:Iteration 26Q (230957.790000 sec): 3 clusters
  Score: Raw -4852445.918750 + Penalty 3432.100044 = -4849013.818706
  nChanged 389
		SP:Iteration 27Q (230958.170000 sec): 3 clusters
  Score: Raw -4852542.728243 + Penalty 3432.100044 = -4849110.628198
  nChanged 345
		SP:Iteration 28Q (230958.550000 sec): 3 clusters
  Score: Raw -4852619.730884 + Penalty 3432.100044 = -4849187.630840
  nChanged 294
		SP:Iteration 29Q (230958.960000 sec): 3 clusters
  Score: Raw -4852684.340990 + Penalty 3432.100044 = -4849252.240945
  nChanged 257
		SP:Iteration 30Q (230959.370000 sec): 3 clusters
  Score: Raw -4852737.905401 + Penalty 3432.100044 = -4849305.805357
  nChanged 213
		SP:Iteration 31Q (230959.770000 sec): 3 clusters
  Score: Raw -4852779.974654 + Penalty 3432.100044 = -4849347.874609
  nChanged 180
		SP:Iteration 32Q (230960.150000 sec): 3 clusters
  Score: Raw -4852815.546763 + Penalty 3432.100044 = -4849383.446719
  nChanged 160
		SP:Iteration 33Q (230960.550000 sec): 3 clusters
  Score: Raw -4852848.284069 + Penalty 3432.100044 = -4849416.184025
  nChanged 153
		SP:Iteration 34Q (230960.930000 sec): 3 clusters
  Score: Raw -4852877.715325 + Penalty 3432.100044 = -4849445.615281
  nChanged 110
		SP:Iteration 35Q (230961.310000 sec): 3 clusters
  Score: Raw -4852894.484688 + Penalty 3432.100044 = -4849462.384643
  nChanged 82
		SP:Iteration 36Q (230961.710000 sec): 3 clusters
  Score: Raw -4852908.094944 + Penalty 3432.100044 = -4849475.994900
  nChanged 79
		SP:Iteration 37Q (230962.090000 sec): 3 clusters
  Score: Raw -4852920.479732 + Penalty 3432.100044 = -4849488.379688
  nChanged 57
		SP:Iteration 38Q (230962.490000 sec): 3 clusters
  Score: Raw -4852927.919774 + Penalty 3432.100044 = -4849495.819730
  nChanged 46
		SP:Iteration 39Q (230962.870000 sec): 3 clusters
  Score: Raw -4852934.069773 + Penalty 3432.100044 = -4849501.969729
  nChanged 49
		SP:Iteration 40F (230963.280000 sec): 3 clusters
  Score: Raw -4852940.767713 + Penalty 3432.100044 = -4849508.667669
  nChanged 39
		SP:Iteration 41Q (230963.650000 sec): 3 clusters
  Score: Raw -4852945.650729 + Penalty 3432.100044 = -4849513.550685
  nChanged 34
		SP:Iteration 42Q (230964.030000 sec): 3 clusters
  Score: Raw -4852949.756044 + Penalty 3432.100044 = -4849517.655999
  nChanged 41
		SP:Iteration 43Q (230964.430000 sec): 3 clusters
  Score: Raw -4852956.418068 + Penalty 3432.100044 = -4849524.318023
  nChanged 42
		SP:Iteration 44Q (230964.810000 sec): 3 clusters
  Score: Raw -4852963.745386 + Penalty 3432.100044 = -4849531.645342
  nChanged 37
		SP:Iteration 45Q (230965.190000 sec): 3 clusters
  Score: Raw -4852968.774753 + Penalty 3432.100044 = -4849536.674709
  nChanged 36
		SP:Iteration 46Q (230965.590000 sec): 3 clusters
  Score: Raw -4852973.110350 + Penalty 3432.100044 = -4849541.010306
  nChanged 26
		SP:Iteration 47Q (230965.970000 sec): 3 clusters
  Score: Raw -4852976.120083 + Penalty 3432.100044 = -4849544.020039
  nChanged 31
		SP:Iteration 48Q (230966.370000 sec): 3 clusters
  Score: Raw -4852980.456030 + Penalty 3432.100044 = -4849548.355986
  nChanged 25
		SP:Iteration 49Q (230966.750000 sec): 3 clusters
  Score: Raw -4852983.895493 + Penalty 3432.100044 = -4849551.795449
  nChanged 16
		SP:Iteration 50Q (230967.150000 sec): 3 clusters
  Score: Raw -4852985.684635 + Penalty 3432.100044 = -4849553.584591
  nChanged 20
		SP:Iteration 51Q (230967.520000 sec): 3 clusters
  Score: Raw -4852987.962489 + Penalty 3432.100044 = -4849555.862445
  nChanged 14
		SP:Iteration 52Q (230967.920000 sec): 3 clusters
  Score: Raw -4852989.308913 + Penalty 3432.100044 = -4849557.208868
  nChanged 10
		SP:Iteration 53Q (230968.290000 sec): 3 clusters
  Score: Raw -4852990.146884 + Penalty 3432.100044 = -4849558.046840
  nChanged 8
		SP:Iteration 54Q (230968.700000 sec): 3 clusters
  Score: Raw -4852990.889227 + Penalty 3432.100044 = -4849558.789182
  nChanged 10
		SP:Iteration 55Q (230969.070000 sec): 3 clusters
  Score: Raw -4852992.194273 + Penalty 3432.100044 = -4849560.094229
  nChanged 11
		SP:Iteration 56Q (230969.450000 sec): 3 clusters
  Score: Raw -4852993.330512 + Penalty 3432.100044 = -4849561.230468
  nChanged 13
		SP:Iteration 57Q (230969.850000 sec): 3 clusters
  Score: Raw -4852994.731959 + Penalty 3432.100044 = -4849562.631915
  nChanged 6
		SP:Iteration 58Q (230970.230000 sec): 3 clusters
  Score: Raw -4852995.564443 + Penalty 3432.100044 = -4849563.464398
  nChanged 6
		SP:Iteration 59Q (230970.630000 sec): 3 clusters
  Score: Raw -4852996.122543 + Penalty 3432.100044 = -4849564.022499
  nChanged 7
		SP:Iteration 60F (230971.040000 sec): 3 clusters
  Score: Raw -4852996.634580 + Penalty 3432.100044 = -4849564.534536
  nChanged 4
		SP:Iteration 61Q (230971.410000 sec): 3 clusters
  Score: Raw -4852996.998931 + Penalty 3432.100044 = -4849564.898886
  nChanged 1
		SP:Iteration 62Q (230971.790000 sec): 3 clusters
  Score: Raw -4852997.055307 + Penalty 3432.100044 = -4849564.955263
  nChanged 1
		SP:Iteration 63Q (230972.170000 sec): 3 clusters
  Score: Raw -4852997.119164 + Penalty 3432.100044 = -4849565.019120
  nChanged 1
		SP:Iteration 64Q (230972.560000 sec): 3 clusters
  Score: Raw -4852997.283099 + Penalty 3432.100044 = -4849565.183055
  nChanged 3
		SP:Iteration 65Q (230972.940000 sec): 3 clusters
  Score: Raw -4852997.541258 + Penalty 3432.100044 = -4849565.441213
  nChanged 3
		SP:Iteration 66Q (230973.340000 sec): 3 clusters
  Score: Raw -4852997.811861 + Penalty 3432.100044 = -4849565.711816
  nChanged 3
		SP:Iteration 67Q (230973.710000 sec): 3 clusters
  Score: Raw -4852998.098457 + Penalty 3432.100044 = -4849565.998413
  nChanged 4
		SP:Iteration 68Q (230974.090000 sec): 3 clusters
  Score: Raw -4852998.349415 + Penalty 3432.100044 = -4849566.249371
  nChanged 1
		SP:Iteration 69Q (230974.490000 sec): 3 clusters
  Score: Raw -4852998.430528 + Penalty 3432.100044 = -4849566.330484
  nChanged 0
		SP:Iteration 70F (230974.900000 sec): 3 clusters
  Score: Raw -4852998.430528 + Penalty 3432.100044 = -4849566.330484
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 31 (13651 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (230975.030000 sec): 2 clusters
  Score: Raw -1673285.985553 + Penalty 1547.254809 = -1671738.730744
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (230975.210000 sec): 3 clusters
  Score: Raw -1665423.699581 + Penalty 3094.509619 = -1662329.189962
  nChanged 5985
		SP:Iteration 1F (230975.400000 sec): 3 clusters
  Score: Raw -1668719.673869 + Penalty 3094.509619 = -1665625.164250
  nChanged 971
		SP:Iteration 2F (230975.590000 sec): 3 clusters
  Score: Raw -1669265.826631 + Penalty 3094.509619 = -1666171.317013
  nChanged 957
		SP:Iteration 3F (230975.790000 sec): 3 clusters
  Score: Raw -1669862.140970 + Penalty 3094.509619 = -1666767.631351
  nChanged 970
		SP:Iteration 4F (230975.960000 sec): 3 clusters
  Score: Raw -1670560.350352 + Penalty 3094.509619 = -1667465.840734
  nChanged 952
		SP:Iteration 5F (230976.170000 sec): 3 clusters
  Score: Raw -1671336.363563 + Penalty 3094.509619 = -1668241.853944
  nChanged 773
		SP:Iteration 6F (230976.350000 sec): 3 clusters
  Score: Raw -1672005.762618 + Penalty 3094.509619 = -1668911.253000
  nChanged 658
		SP:Iteration 7Q (230976.530000 sec): 3 clusters
  Score: Raw -1672620.064548 + Penalty 3094.509619 = -1669525.554929
  nChanged 471
		SP:Iteration 8Q (230976.740000 sec): 3 clusters
  Score: Raw -1672997.292298 + Penalty 3094.509619 = -1669902.782679
  nChanged 304
		SP:Iteration 9Q (230976.930000 sec): 3 clusters
  Score: Raw -1673212.477437 + Penalty 3094.509619 = -1670117.967818
  nChanged 225
		SP:Iteration 10Q (230977.120000 sec): 3 clusters
  Score: Raw -1673387.394175 + Penalty 3094.509619 = -1670292.884556
  nChanged 178
		SP:Iteration 11Q (230977.300000 sec): 3 clusters
  Score: Raw -1673514.560263 + Penalty 3094.509619 = -1670420.050644
  nChanged 155
		SP:Iteration 12Q (230977.470000 sec): 3 clusters
  Score: Raw -1673614.237116 + Penalty 3094.509619 = -1670519.727497
  nChanged 136
		SP:Iteration 13Q (230977.670000 sec): 3 clusters
  Score: Raw -1673677.207995 + Penalty 3094.509619 = -1670582.698376
  nChanged 98
		SP:Iteration 14Q (230977.860000 sec): 3 clusters
  Score: Raw -1673716.711430 + Penalty 3094.509619 = -1670622.201811
  nChanged 79
		SP:Iteration 15Q (230978.040000 sec): 3 clusters
  Score: Raw -1673742.670070 + Penalty 3094.509619 = -1670648.160451
  nChanged 66
		SP:Iteration 16Q (230978.200000 sec): 3 clusters
  Score: Raw -1673764.054806 + Penalty 3094.509619 = -1670669.545188
  nChanged 64
		SP:Iteration 17Q (230978.440000 sec): 3 clusters
  Score: Raw -1673783.866207 + Penalty 3094.509619 = -1670689.356588
  nChanged 63
		SP:Iteration 18Q (230978.600000 sec): 3 clusters
  Score: Raw -1673800.701437 + Penalty 3094.509619 = -1670706.191818
  nChanged 53
		SP:Iteration 19Q (230978.770000 sec): 3 clusters
  Score: Raw -1673812.909741 + Penalty 3094.509619 = -1670718.400122
  nChanged 36
		SP:Iteration 20F (230978.980000 sec): 3 clusters
  Score: Raw -1673821.613509 + Penalty 3094.509619 = -1670727.103890
  nChanged 21
		SP:Iteration 21Q (230979.140000 sec): 3 clusters
  Score: Raw -1673827.673365 + Penalty 3094.509619 = -1670733.163746
  nChanged 26
		SP:Iteration 22Q (230979.310000 sec): 3 clusters
  Score: Raw -1673832.351877 + Penalty 3094.509619 = -1670737.842258
  nChanged 25
		SP:Iteration 23Q (230979.490000 sec): 3 clusters
  Score: Raw -1673837.369295 + Penalty 3094.509619 = -1670742.859676
  nChanged 16
		SP:Iteration 24Q (230979.680000 sec): 3 clusters
  Score: Raw -1673841.508756 + Penalty 3094.509619 = -1670746.999137
  nChanged 18
		SP:Iteration 25Q (230979.870000 sec): 3 clusters
  Score: Raw -1673845.465939 + Penalty 3094.509619 = -1670750.956320
  nChanged 20
		SP:Iteration 26Q (230980.040000 sec): 3 clusters
  Score: Raw -1673851.540580 + Penalty 3094.509619 = -1670757.030961
  nChanged 18
		SP:Iteration 27Q (230980.240000 sec): 3 clusters
  Score: Raw -1673855.624174 + Penalty 3094.509619 = -1670761.114556
  nChanged 8
		SP:Iteration 28Q (230980.400000 sec): 3 clusters
  Score: Raw -1673856.860986 + Penalty 3094.509619 = -1670762.351368
  nChanged 7
		SP:Iteration 29Q (230980.570000 sec): 3 clusters
  Score: Raw -1673858.146124 + Penalty 3094.509619 = -1670763.636505
  nChanged 8
		SP:Iteration 30Q (230980.760000 sec): 3 clusters
  Score: Raw -1673859.345916 + Penalty 3094.509619 = -1670764.836297
  nChanged 4
		SP:Iteration 31Q (230980.920000 sec): 3 clusters
  Score: Raw -1673859.744071 + Penalty 3094.509619 = -1670765.234452
  nChanged 3
		SP:Iteration 32Q (230981.090000 sec): 3 clusters
  Score: Raw -1673860.273293 + Penalty 3094.509619 = -1670765.763674
  nChanged 1
		SP:Iteration 33Q (230981.270000 sec): 3 clusters
  Score: Raw -1673860.359471 + Penalty 3094.509619 = -1670765.849852
  nChanged 1
		SP:Iteration 34Q (230981.460000 sec): 3 clusters
  Score: Raw -1673860.459013 + Penalty 3094.509619 = -1670765.949394
  nChanged 0
		SP:Iteration 35F (230981.640000 sec): 3 clusters
  Score: Raw -1673860.459013 + Penalty 3094.509619 = -1670765.949394
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 32 (6096 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (230981.760000 sec): 2 clusters
  Score: Raw -789478.955137 + Penalty 1416.250566 = -788062.704571
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (230981.890000 sec): 3 clusters
  Score: Raw -786232.569564 + Penalty 2832.501132 = -783400.068433
  nChanged 2493
		SP:Iteration 1F (230981.990000 sec): 3 clusters
  Score: Raw -787571.943378 + Penalty 2832.501132 = -784739.442246
  nChanged 397
		SP:Iteration 2F (230982.100000 sec): 3 clusters
  Score: Raw -787767.235317 + Penalty 2832.501132 = -784934.734185
  nChanged 298
		SP:Iteration 3Q (230982.200000 sec): 3 clusters
  Score: Raw -787912.262949 + Penalty 2832.501132 = -785079.761817
  nChanged 265
		SP:Iteration 4Q (230982.290000 sec): 3 clusters
  Score: Raw -788046.466911 + Penalty 2832.501132 = -785213.965780
  nChanged 248
		SP:Iteration 5Q (230982.390000 sec): 3 clusters
  Score: Raw -788180.168222 + Penalty 2832.501132 = -785347.667090
  nChanged 261
		SP:Iteration 6Q (230982.490000 sec): 3 clusters
  Score: Raw -788332.232639 + Penalty 2832.501132 = -785499.731507
  nChanged 261
		SP:Iteration 7Q (230982.590000 sec): 3 clusters
  Score: Raw -788503.828483 + Penalty 2832.501132 = -785671.327351
  nChanged 249
		SP:Iteration 8Q (230982.690000 sec): 3 clusters
  Score: Raw -788683.351157 + Penalty 2832.501132 = -785850.850025
  nChanged 235
		SP:Iteration 9Q (230982.780000 sec): 3 clusters
  Score: Raw -788853.744018 + Penalty 2832.501132 = -786021.242887
  nChanged 229
		SP:Iteration 10Q (230982.880000 sec): 3 clusters
  Score: Raw -789031.601187 + Penalty 2832.501132 = -786199.100055
  nChanged 191
		SP:Iteration 11Q (230982.980000 sec): 3 clusters
  Score: Raw -789167.797126 + Penalty 2832.501132 = -786335.295994
  nChanged 142
		SP:Iteration 12Q (230983.140000 sec): 3 clusters
  Score: Raw -789265.677972 + Penalty 2832.501132 = -786433.176841
  nChanged 97
		SP:Iteration 13Q (230983.230000 sec): 3 clusters
  Score: Raw -789337.282681 + Penalty 2832.501132 = -786504.781549
  nChanged 85
		SP:Iteration 14Q (230983.330000 sec): 3 clusters
  Score: Raw -789411.721150 + Penalty 2832.501132 = -786579.220018
  nChanged 74
		SP:Iteration 15Q (230983.430000 sec): 3 clusters
  Score: Raw -789480.817099 + Penalty 2832.501132 = -786648.315968
  nChanged 56
		SP:Iteration 16Q (230983.520000 sec): 3 clusters
  Score: Raw -789531.405169 + Penalty 2832.501132 = -786698.904037
  nChanged 37
		SP:Iteration 17Q (230983.620000 sec): 3 clusters
  Score: Raw -789568.067380 + Penalty 2832.501132 = -786735.566248
  nChanged 25
		SP:Iteration 18Q (230983.710000 sec): 3 clusters
  Score: Raw -789589.485889 + Penalty 2832.501132 = -786756.984757
  nChanged 18
		SP:Iteration 19Q (230983.800000 sec): 3 clusters
  Score: Raw -789605.518577 + Penalty 2832.501132 = -786773.017445
  nChanged 12
		SP:Iteration 20F (230983.900000 sec): 3 clusters
  Score: Raw -789615.215247 + Penalty 2832.501132 = -786782.714116
  nChanged 7
		SP:Iteration 21Q (230983.990000 sec): 3 clusters
  Score: Raw -789621.057906 + Penalty 2832.501132 = -786788.556775
  nChanged 3
		SP:Iteration 22Q (230984.080000 sec): 3 clusters
  Score: Raw -789623.613411 + Penalty 2832.501132 = -786791.112279
  nChanged 4
		SP:Iteration 23Q (230984.170000 sec): 3 clusters
  Score: Raw -789627.300432 + Penalty 2832.501132 = -786794.799300
  nChanged 4
		SP:Iteration 24Q (230984.260000 sec): 3 clusters
  Score: Raw -789629.616678 + Penalty 2832.501132 = -786797.115546
  nChanged 3
		SP:Iteration 25Q (230984.360000 sec): 3 clusters
  Score: Raw -789632.151614 + Penalty 2832.501132 = -786799.650482
  nChanged 2
		SP:Iteration 26Q (230984.450000 sec): 3 clusters
  Score: Raw -789633.565015 + Penalty 2832.501132 = -786801.063883
  nChanged 3
		SP:Iteration 27Q (230984.540000 sec): 3 clusters
  Score: Raw -789636.299313 + Penalty 2832.501132 = -786803.798181
  nChanged 4
		SP:Iteration 28Q (230984.640000 sec): 3 clusters
  Score: Raw -789639.570861 + Penalty 2832.501132 = -786807.069729
  nChanged 4
		SP:Iteration 29Q (230984.720000 sec): 3 clusters
  Score: Raw -789646.261648 + Penalty 2832.501132 = -786813.760516
  nChanged 4
		SP:Iteration 30Q (230984.820000 sec): 3 clusters
  Score: Raw -789651.386072 + Penalty 2832.501132 = -786818.884941
  nChanged 7
		SP:Iteration 31Q (230984.900000 sec): 3 clusters
  Score: Raw -789658.183510 + Penalty 2832.501132 = -786825.682379
  nChanged 5
		SP:Iteration 32Q (230984.990000 sec): 3 clusters
  Score: Raw -789662.323855 + Penalty 2832.501132 = -786829.822724
  nChanged 3
		SP:Iteration 33Q (230985.080000 sec): 3 clusters
  Score: Raw -789665.595988 + Penalty 2832.501132 = -786833.094856
  nChanged 1
		SP:Iteration 34Q (230985.180000 sec): 3 clusters
  Score: Raw -789666.275521 + Penalty 2832.501132 = -786833.774389
  nChanged 1
		SP:Iteration 35Q (230985.260000 sec): 3 clusters
  Score: Raw -789666.994874 + Penalty 2832.501132 = -786834.493742
  nChanged 0
		SP:Iteration 36F (230985.360000 sec): 3 clusters
  Score: Raw -789666.994874 + Penalty 2832.501132 = -786834.493742
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 33 (437 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (230985.420000 sec): 2 clusters
  Score: Raw -51158.341816 + Penalty 987.989144 = -50170.352671
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (230985.430000 sec): 3 clusters
  Score: Raw -51106.620408 + Penalty 1975.978288 = -49130.642120
  nChanged 93
		SP:Iteration 1F (230985.440000 sec): 3 clusters
  Score: Raw -51238.848064 + Penalty 1975.978288 = -49262.869775
  nChanged 30
		SP:Iteration 2F (230985.450000 sec): 3 clusters
  Score: Raw -51300.526097 + Penalty 1975.978288 = -49324.547809
  nChanged 15
		SP:Iteration 3Q (230985.460000 sec): 3 clusters
  Score: Raw -51328.800786 + Penalty 1975.978288 = -49352.822497
  nChanged 5
		SP:Iteration 4Q (230985.460000 sec): 3 clusters
  Score: Raw -51333.310435 + Penalty 1975.978288 = -49357.332146
  nChanged 3
		SP:Iteration 5Q (230985.480000 sec): 3 clusters
  Score: Raw -51335.560006 + Penalty 1975.978288 = -49359.581717
  nChanged 2
		SP:Iteration 6Q (230985.480000 sec): 3 clusters
  Score: Raw -51341.519045 + Penalty 1975.978288 = -49365.540757
  nChanged 0
		SP:Iteration 7F (230985.490000 sec): 3 clusters
  Score: Raw -51341.519045 + Penalty 1975.978288 = -49365.540757
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 34 (2463 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (230985.560000 sec): 2 clusters
  Score: Raw -283346.098767 + Penalty 1268.984502 = -282077.114264
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (230985.610000 sec): 3 clusters
  Score: Raw -282270.316455 + Penalty 2537.969004 = -279732.347450
  nChanged 905
		SP:Iteration 1F (230985.660000 sec): 3 clusters
  Score: Raw -282969.589235 + Penalty 2537.969004 = -280431.620231
  nChanged 244
		SP:Iteration 2F (230985.700000 sec): 3 clusters
  Score: Raw -283245.924155 + Penalty 2537.969004 = -280707.955151
  nChanged 209
		SP:Iteration 3F (230985.750000 sec): 3 clusters
  Score: Raw -283523.515446 + Penalty 2537.969004 = -280985.546442
  nChanged 158
		SP:Iteration 4F (230985.790000 sec): 3 clusters
  Score: Raw -283675.088669 + Penalty 2537.969004 = -281137.119665
  nChanged 115
		SP:Iteration 5Q (230985.840000 sec): 3 clusters
  Score: Raw -283772.959548 + Penalty 2537.969004 = -281234.990544
  nChanged 82
		SP:Iteration 6Q (230985.880000 sec): 3 clusters
  Score: Raw -283841.754146 + Penalty 2537.969004 = -281303.785142
  nChanged 58
		SP:Iteration 7Q (230985.920000 sec): 3 clusters
  Score: Raw -283893.358232 + Penalty 2537.969004 = -281355.389227
  nChanged 59
		SP:Iteration 8Q (230985.970000 sec): 3 clusters
  Score: Raw -283931.317953 + Penalty 2537.969004 = -281393.348948
  nChanged 39
		SP:Iteration 9Q (230986.010000 sec): 3 clusters
  Score: Raw -283958.259749 + Penalty 2537.969004 = -281420.290745
  nChanged 38
		SP:Iteration 10Q (230986.060000 sec): 3 clusters
  Score: Raw -283984.729694 + Penalty 2537.969004 = -281446.760690
  nChanged 29
		SP:Iteration 11Q (230986.100000 sec): 3 clusters
  Score: Raw -284002.329808 + Penalty 2537.969004 = -281464.360803
  nChanged 26
		SP:Iteration 12Q (230986.150000 sec): 3 clusters
  Score: Raw -284018.140977 + Penalty 2537.969004 = -281480.171973
  nChanged 21
		SP:Iteration 13Q (230986.190000 sec): 3 clusters
  Score: Raw -284026.623975 + Penalty 2537.969004 = -281488.654971
  nChanged 12
		SP:Iteration 14Q (230986.240000 sec): 3 clusters
  Score: Raw -284031.703270 + Penalty 2537.969004 = -281493.734266
  nChanged 11
		SP:Iteration 15Q (230986.280000 sec): 3 clusters
  Score: Raw -284035.879742 + Penalty 2537.969004 = -281497.910738
  nChanged 7
		SP:Iteration 16Q (230986.320000 sec): 3 clusters
  Score: Raw -284039.868813 + Penalty 2537.969004 = -281501.899808
  nChanged 8
		SP:Iteration 17Q (230986.370000 sec): 3 clusters
  Score: Raw -284043.553874 + Penalty 2537.969004 = -281505.584870
  nChanged 7
		SP:Iteration 18Q (230986.410000 sec): 3 clusters
  Score: Raw -284048.141914 + Penalty 2537.969004 = -281510.172910
  nChanged 6
		SP:Iteration 19Q (230986.460000 sec): 3 clusters
  Score: Raw -284051.011315 + Penalty 2537.969004 = -281513.042311
  nChanged 4
		SP:Iteration 20F (230986.500000 sec): 3 clusters
  Score: Raw -284052.499816 + Penalty 2537.969004 = -281514.530811
  nChanged 4
		SP:Iteration 21Q (230986.550000 sec): 3 clusters
  Score: Raw -284054.034470 + Penalty 2537.969004 = -281516.065466
  nChanged 3
		SP:Iteration 22Q (230986.590000 sec): 3 clusters
  Score: Raw -284055.097760 + Penalty 2537.969004 = -281517.128755
  nChanged 3
		SP:Iteration 23Q (230986.640000 sec): 3 clusters
  Score: Raw -284055.959151 + Penalty 2537.969004 = -281517.990147
  nChanged 0
		SP:Iteration 24F (230986.680000 sec): 3 clusters
  Score: Raw -284055.959151 + Penalty 2537.969004 = -281517.990147
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 35 (7045 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (230986.780000 sec): 2 clusters
  Score: Raw -870807.361540 + Penalty 1439.761931 = -869367.599608
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (230986.920000 sec): 3 clusters
  Score: Raw -866945.567923 + Penalty 2879.523863 = -864066.044060
  nChanged 2959
		SP:Iteration 1F (230987.040000 sec): 3 clusters
  Score: Raw -868599.736169 + Penalty 2879.523863 = -865720.212306
  nChanged 519
		SP:Iteration 2F (230987.150000 sec): 3 clusters
  Score: Raw -868901.105805 + Penalty 2879.523863 = -866021.581942
  nChanged 433
		SP:Iteration 3F (230987.260000 sec): 3 clusters
  Score: Raw -869135.085877 + Penalty 2879.523863 = -866255.562015
  nChanged 368
		SP:Iteration 4F (230987.380000 sec): 3 clusters
  Score: Raw -869321.361941 + Penalty 2879.523863 = -866441.838078
  nChanged 294
		SP:Iteration 5Q (230987.490000 sec): 3 clusters
  Score: Raw -869462.541040 + Penalty 2879.523863 = -866583.017177
  nChanged 267
		SP:Iteration 6Q (230987.600000 sec): 3 clusters
  Score: Raw -869608.666503 + Penalty 2879.523863 = -866729.142640
  nChanged 246
		SP:Iteration 7Q (230987.720000 sec): 3 clusters
  Score: Raw -869743.460754 + Penalty 2879.523863 = -866863.936891
  nChanged 230
		SP:Iteration 8Q (230987.830000 sec): 3 clusters
  Score: Raw -869876.084461 + Penalty 2879.523863 = -866996.560598
  nChanged 217
		SP:Iteration 9Q (230987.950000 sec): 3 clusters
  Score: Raw -869994.829190 + Penalty 2879.523863 = -867115.305327
  nChanged 207
		SP:Iteration 10Q (230988.060000 sec): 3 clusters
  Score: Raw -870106.623025 + Penalty 2879.523863 = -867227.099162
  nChanged 208
		SP:Iteration 11Q (230988.170000 sec): 3 clusters
  Score: Raw -870204.605531 + Penalty 2879.523863 = -867325.081668
  nChanged 179
		SP:Iteration 12Q (230988.300000 sec): 3 clusters
  Score: Raw -870287.387755 + Penalty 2879.523863 = -867407.863893
  nChanged 178
		SP:Iteration 13Q (230988.420000 sec): 3 clusters
  Score: Raw -870368.787510 + Penalty 2879.523863 = -867489.263647
  nChanged 187
		SP:Iteration 14Q (230988.550000 sec): 3 clusters
  Score: Raw -870454.976365 + Penalty 2879.523863 = -867575.452503
  nChanged 197
		SP:Iteration 15Q (230988.670000 sec): 3 clusters
  Score: Raw -870541.191722 + Penalty 2879.523863 = -867661.667859
  nChanged 159
		SP:Iteration 16Q (230988.800000 sec): 3 clusters
  Score: Raw -870603.168076 + Penalty 2879.523863 = -867723.644213
  nChanged 133
		SP:Iteration 17Q (230988.920000 sec): 3 clusters
  Score: Raw -870650.866249 + Penalty 2879.523863 = -867771.342386
  nChanged 108
		SP:Iteration 18Q (230989.050000 sec): 3 clusters
  Score: Raw -870692.196595 + Penalty 2879.523863 = -867812.672732
  nChanged 113
		SP:Iteration 19Q (230989.170000 sec): 3 clusters
  Score: Raw -870732.114349 + Penalty 2879.523863 = -867852.590486
  nChanged 123
		SP:Iteration 20F (230989.300000 sec): 3 clusters
  Score: Raw -870785.499424 + Penalty 2879.523863 = -867905.975561
  nChanged 133
		SP:Iteration 21Q (230989.430000 sec): 3 clusters
  Score: Raw -870850.909479 + Penalty 2879.523863 = -867971.385616
  nChanged 135
		SP:Iteration 22Q (230989.550000 sec): 3 clusters
  Score: Raw -870916.017128 + Penalty 2879.523863 = -868036.493265
  nChanged 132
		SP:Iteration 23Q (230989.670000 sec): 3 clusters
  Score: Raw -870971.292483 + Penalty 2879.523863 = -868091.768620
  nChanged 117
		SP:Iteration 24Q (230989.800000 sec): 3 clusters
  Score: Raw -871023.584362 + Penalty 2879.523863 = -868144.060499
  nChanged 120
		SP:Iteration 25Q (230989.930000 sec): 3 clusters
  Score: Raw -871077.024283 + Penalty 2879.523863 = -868197.500421
  nChanged 94
		SP:Iteration 26Q (230990.050000 sec): 3 clusters
  Score: Raw -871113.349834 + Penalty 2879.523863 = -868233.825971
  nChanged 87
		SP:Iteration 27Q (230990.180000 sec): 3 clusters
  Score: Raw -871147.339218 + Penalty 2879.523863 = -868267.815355
  nChanged 84
		SP:Iteration 28Q (230990.300000 sec): 3 clusters
  Score: Raw -871182.921515 + Penalty 2879.523863 = -868303.397652
  nChanged 72
		SP:Iteration 29Q (230990.420000 sec): 3 clusters
  Score: Raw -871211.976939 + Penalty 2879.523863 = -868332.453076
  nChanged 66
		SP:Iteration 30Q (230990.540000 sec): 3 clusters
  Score: Raw -871241.694816 + Penalty 2879.523863 = -868362.170953
  nChanged 71
		SP:Iteration 31Q (230990.670000 sec): 3 clusters
  Score: Raw -871272.326725 + Penalty 2879.523863 = -868392.802863
  nChanged 61
		SP:Iteration 32Q (230990.790000 sec): 3 clusters
  Score: Raw -871293.882096 + Penalty 2879.523863 = -868414.358233
  nChanged 52
		SP:Iteration 33Q (230990.910000 sec): 3 clusters
  Score: Raw -871310.158599 + Penalty 2879.523863 = -868430.634736
  nChanged 49
		SP:Iteration 34Q (230991.030000 sec): 3 clusters
  Score: Raw -871326.090072 + Penalty 2879.523863 = -868446.566209
  nChanged 36
		SP:Iteration 35Q (230991.160000 sec): 3 clusters
  Score: Raw -871335.413415 + Penalty 2879.523863 = -868455.889552
  nChanged 30
		SP:Iteration 36Q (230991.280000 sec): 3 clusters
  Score: Raw -871341.774635 + Penalty 2879.523863 = -868462.250772
  nChanged 18
		SP:Iteration 37Q (230991.400000 sec): 3 clusters
  Score: Raw -871344.938467 + Penalty 2879.523863 = -868465.414604
  nChanged 12
		SP:Iteration 38Q (230991.520000 sec): 3 clusters
  Score: Raw -871346.919209 + Penalty 2879.523863 = -868467.395347
  nChanged 7
		SP:Iteration 39Q (230991.640000 sec): 3 clusters
  Score: Raw -871348.043716 + Penalty 2879.523863 = -868468.519853
  nChanged 8
		SP:Iteration 40F (230991.760000 sec): 3 clusters
  Score: Raw -871349.552411 + Penalty 2879.523863 = -868470.028548
  nChanged 5
		SP:Iteration 41Q (230991.890000 sec): 3 clusters
  Score: Raw -871351.019730 + Penalty 2879.523863 = -868471.495867
  nChanged 8
		SP:Iteration 42Q (230992.010000 sec): 3 clusters
  Score: Raw -871353.472799 + Penalty 2879.523863 = -868473.948936
  nChanged 11
		SP:Iteration 43Q (230992.130000 sec): 3 clusters
  Score: Raw -871356.555267 + Penalty 2879.523863 = -868477.031404
  nChanged 11
		SP:Iteration 44Q (230992.250000 sec): 3 clusters
  Score: Raw -871358.979236 + Penalty 2879.523863 = -868479.455373
  nChanged 12
		SP:Iteration 45Q (230992.370000 sec): 3 clusters
  Score: Raw -871361.450636 + Penalty 2879.523863 = -868481.926773
  nChanged 8
		SP:Iteration 46Q (230992.490000 sec): 3 clusters
  Score: Raw -871362.399315 + Penalty 2879.523863 = -868482.875452
  nChanged 6
		SP:Iteration 47Q (230992.610000 sec): 3 clusters
  Score: Raw -871363.725533 + Penalty 2879.523863 = -868484.201670
  nChanged 12
		SP:Iteration 48Q (230992.730000 sec): 3 clusters
  Score: Raw -871366.023806 + Penalty 2879.523863 = -868486.499943
  nChanged 11
		SP:Iteration 49Q (230992.850000 sec): 3 clusters
  Score: Raw -871368.071219 + Penalty 2879.523863 = -868488.547356
  nChanged 12
		SP:Iteration 50Q (230992.970000 sec): 3 clusters
  Score: Raw -871370.741554 + Penalty 2879.523863 = -868491.217691
  nChanged 11
		SP:Iteration 51Q (230993.090000 sec): 3 clusters
  Score: Raw -871372.349084 + Penalty 2879.523863 = -868492.825222
  nChanged 4
		SP:Iteration 52Q (230993.220000 sec): 3 clusters
  Score: Raw -871372.926905 + Penalty 2879.523863 = -868493.403042
  nChanged 4
		SP:Iteration 53Q (230993.340000 sec): 3 clusters
  Score: Raw -871373.312014 + Penalty 2879.523863 = -868493.788151
  nChanged 2
		SP:Iteration 54Q (230993.460000 sec): 3 clusters
  Score: Raw -871373.629181 + Penalty 2879.523863 = -868494.105318
  nChanged 1
		SP:Iteration 55Q (230993.590000 sec): 3 clusters
  Score: Raw -871373.744288 + Penalty 2879.523863 = -868494.220426
  nChanged 0
		SP:Iteration 56F (230993.710000 sec): 3 clusters
  Score: Raw -871373.744288 + Penalty 2879.523863 = -868494.220426
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 36 (5579 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (230993.800000 sec): 2 clusters
  Score: Raw -664663.610809 + Penalty 1401.849285 = -663261.761525
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (230993.910000 sec): 3 clusters
  Score: Raw -661676.253431 + Penalty 2803.698569 = -658872.554862
  nChanged 2298
		SP:Iteration 1F (230994.010000 sec): 3 clusters
  Score: Raw -662897.228854 + Penalty 2803.698569 = -660093.530285
  nChanged 362
		SP:Iteration 2F (230994.110000 sec): 3 clusters
  Score: Raw -663089.667388 + Penalty 2803.698569 = -660285.968819
  nChanged 317
		SP:Iteration 3F (230994.200000 sec): 3 clusters
  Score: Raw -663259.621713 + Penalty 2803.698569 = -660455.923144
  nChanged 269
		SP:Iteration 4Q (230994.300000 sec): 3 clusters
  Score: Raw -663385.265632 + Penalty 2803.698569 = -660581.567063
  nChanged 226
		SP:Iteration 5Q (230994.390000 sec): 3 clusters
  Score: Raw -663499.604152 + Penalty 2803.698569 = -660695.905583
  nChanged 192
		SP:Iteration 6Q (230994.490000 sec): 3 clusters
  Score: Raw -663595.249112 + Penalty 2803.698569 = -660791.550543
  nChanged 192
		SP:Iteration 7Q (230994.580000 sec): 3 clusters
  Score: Raw -663702.712263 + Penalty 2803.698569 = -660899.013694
  nChanged 201
		SP:Iteration 8Q (230994.670000 sec): 3 clusters
  Score: Raw -663812.682883 + Penalty 2803.698569 = -661008.984314
  nChanged 187
		SP:Iteration 9Q (230994.770000 sec): 3 clusters
  Score: Raw -663908.248254 + Penalty 2803.698569 = -661104.549685
  nChanged 151
		SP:Iteration 10Q (230994.860000 sec): 3 clusters
  Score: Raw -663983.697864 + Penalty 2803.698569 = -661179.999295
  nChanged 149
		SP:Iteration 11Q (230994.950000 sec): 3 clusters
  Score: Raw -664084.058321 + Penalty 2803.698569 = -661280.359752
  nChanged 169
		SP:Iteration 12Q (230995.050000 sec): 3 clusters
  Score: Raw -664200.278885 + Penalty 2803.698569 = -661396.580316
  nChanged 151
		SP:Iteration 13Q (230995.140000 sec): 3 clusters
  Score: Raw -664302.746486 + Penalty 2803.698569 = -661499.047917
  nChanged 138
		SP:Iteration 14Q (230995.230000 sec): 3 clusters
  Score: Raw -664391.537262 + Penalty 2803.698569 = -661587.838692
  nChanged 129
		SP:Iteration 15Q (230995.320000 sec): 3 clusters
  Score: Raw -664476.445530 + Penalty 2803.698569 = -661672.746961
  nChanged 109
		SP:Iteration 16Q (230995.410000 sec): 3 clusters
  Score: Raw -664545.616865 + Penalty 2803.698569 = -661741.918296
  nChanged 102
		SP:Iteration 17Q (230995.510000 sec): 3 clusters
  Score: Raw -664610.876252 + Penalty 2803.698569 = -661807.177683
  nChanged 103
		SP:Iteration 18Q (230995.590000 sec): 3 clusters
  Score: Raw -664673.009429 + Penalty 2803.698569 = -661869.310860
  nChanged 65
		SP:Iteration 19Q (230995.690000 sec): 3 clusters
  Score: Raw -664714.429855 + Penalty 2803.698569 = -661910.731286
  nChanged 59
		SP:Iteration 20F (230995.780000 sec): 3 clusters
  Score: Raw -664755.672765 + Penalty 2803.698569 = -661951.974196
  nChanged 47
		SP:Iteration 21Q (230995.870000 sec): 3 clusters
  Score: Raw -664790.863767 + Penalty 2803.698569 = -661987.165198
  nChanged 39
		SP:Iteration 22Q (230995.960000 sec): 3 clusters
  Score: Raw -664817.867134 + Penalty 2803.698569 = -662014.168565
  nChanged 35
		SP:Iteration 23Q (230996.050000 sec): 3 clusters
  Score: Raw -664842.531081 + Penalty 2803.698569 = -662038.832512
  nChanged 34
		SP:Iteration 24Q (230996.140000 sec): 3 clusters
  Score: Raw -664867.292753 + Penalty 2803.698569 = -662063.594184
  nChanged 33
		SP:Iteration 25Q (230996.230000 sec): 3 clusters
  Score: Raw -664885.471774 + Penalty 2803.698569 = -662081.773205
  nChanged 29
		SP:Iteration 26Q (230996.320000 sec): 3 clusters
  Score: Raw -664904.446770 + Penalty 2803.698569 = -662100.748201
  nChanged 19
		SP:Iteration 27Q (230996.410000 sec): 3 clusters
  Score: Raw -664916.808763 + Penalty 2803.698569 = -662113.110194
  nChanged 16
		SP:Iteration 28Q (230996.510000 sec): 3 clusters
  Score: Raw -664925.248243 + Penalty 2803.698569 = -662121.549674
  nChanged 11
		SP:Iteration 29Q (230996.600000 sec): 3 clusters
  Score: Raw -664931.256057 + Penalty 2803.698569 = -662127.557488
  nChanged 11
		SP:Iteration 30Q (230996.690000 sec): 3 clusters
  Score: Raw -664937.055333 + Penalty 2803.698569 = -662133.356764
  nChanged 5
		SP:Iteration 31Q (230996.780000 sec): 3 clusters
  Score: Raw -664939.969783 + Penalty 2803.698569 = -662136.271214
  nChanged 5
		SP:Iteration 32Q (230996.870000 sec): 3 clusters
  Score: Raw -664941.986239 + Penalty 2803.698569 = -662138.287670
  nChanged 3
		SP:Iteration 33Q (230996.960000 sec): 3 clusters
  Score: Raw -664943.055778 + Penalty 2803.698569 = -662139.357208
  nChanged 3
		SP:Iteration 34Q (230997.050000 sec): 3 clusters
  Score: Raw -664944.825100 + Penalty 2803.698569 = -662141.126531
  nChanged 2
		SP:Iteration 35Q (230997.130000 sec): 3 clusters
  Score: Raw -664945.947054 + Penalty 2803.698569 = -662142.248485
  nChanged 3
		SP:Iteration 36Q (230997.230000 sec): 3 clusters
  Score: Raw -664947.499401 + Penalty 2803.698569 = -662143.800832
  nChanged 3
		SP:Iteration 37Q (230997.310000 sec): 3 clusters
  Score: Raw -664950.134145 + Penalty 2803.698569 = -662146.435576
  nChanged 5
		SP:Iteration 38Q (230997.400000 sec): 3 clusters
  Score: Raw -664952.337991 + Penalty 2803.698569 = -662148.639422
  nChanged 1
		SP:Iteration 39Q (230997.490000 sec): 3 clusters
  Score: Raw -664952.494278 + Penalty 2803.698569 = -662148.795709
  nChanged 0
		SP:Iteration 40F (230997.590000 sec): 3 clusters
  Score: Raw -664952.494278 + Penalty 2803.698569 = -662148.795709
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 37 (1472 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (230997.650000 sec): 2 clusters
  Score: Raw -168252.373377 + Penalty 1185.336311 = -167067.037065
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (230997.680000 sec): 3 clusters
  Score: Raw -167698.788432 + Penalty 2370.672622 = -165328.115810
  nChanged 491
		SP:Iteration 1F (230997.710000 sec): 3 clusters
  Score: Raw -168057.612405 + Penalty 2370.672622 = -165686.939783
  nChanged 123
		SP:Iteration 2F (230997.730000 sec): 3 clusters
  Score: Raw -168193.035416 + Penalty 2370.672622 = -165822.362794
  nChanged 76
		SP:Iteration 3F (230997.760000 sec): 3 clusters
  Score: Raw -168270.649624 + Penalty 2370.672622 = -165899.977002
  nChanged 70
		SP:Iteration 4Q (230997.790000 sec): 3 clusters
  Score: Raw -168344.934207 + Penalty 2370.672622 = -165974.261585
  nChanged 55
		SP:Iteration 5Q (230997.820000 sec): 3 clusters
  Score: Raw -168402.987297 + Penalty 2370.672622 = -166032.314675
  nChanged 50
		SP:Iteration 6Q (230997.850000 sec): 3 clusters
  Score: Raw -168447.470281 + Penalty 2370.672622 = -166076.797659
  nChanged 41
		SP:Iteration 7Q (230997.870000 sec): 3 clusters
  Score: Raw -168480.524654 + Penalty 2370.672622 = -166109.852031
  nChanged 35
		SP:Iteration 8Q (230997.900000 sec): 3 clusters
  Score: Raw -168526.996274 + Penalty 2370.672622 = -166156.323652
  nChanged 40
		SP:Iteration 9Q (230997.930000 sec): 3 clusters
  Score: Raw -168578.724206 + Penalty 2370.672622 = -166208.051584
  nChanged 41
		SP:Iteration 10Q (230997.960000 sec): 3 clusters
  Score: Raw -168616.927942 + Penalty 2370.672622 = -166246.255320
  nChanged 26
		SP:Iteration 11Q (230997.990000 sec): 3 clusters
  Score: Raw -168639.292440 + Penalty 2370.672622 = -166268.619818
  nChanged 18
		SP:Iteration 12Q (230998.010000 sec): 3 clusters
  Score: Raw -168654.443676 + Penalty 2370.672622 = -166283.771053
  nChanged 17
		SP:Iteration 13Q (230998.040000 sec): 3 clusters
  Score: Raw -168667.765518 + Penalty 2370.672622 = -166297.092896
  nChanged 12
		SP:Iteration 14Q (230998.070000 sec): 3 clusters
  Score: Raw -168681.627894 + Penalty 2370.672622 = -166310.955271
  nChanged 9
		SP:Iteration 15Q (230998.090000 sec): 3 clusters
  Score: Raw -168688.977291 + Penalty 2370.672622 = -166318.304669
  nChanged 9
		SP:Iteration 16Q (230998.120000 sec): 3 clusters
  Score: Raw -168699.427196 + Penalty 2370.672622 = -166328.754574
  nChanged 10
		SP:Iteration 17Q (230998.150000 sec): 3 clusters
  Score: Raw -168709.226934 + Penalty 2370.672622 = -166338.554311
  nChanged 7
		SP:Iteration 18Q (230998.170000 sec): 3 clusters
  Score: Raw -168714.762926 + Penalty 2370.672622 = -166344.090303
  nChanged 1
		SP:Iteration 19Q (230998.200000 sec): 3 clusters
  Score: Raw -168714.984502 + Penalty 2370.672622 = -166344.311879
  nChanged 1
		SP:Iteration 20F (230998.230000 sec): 3 clusters
  Score: Raw -168715.708649 + Penalty 2370.672622 = -166345.036027
  nChanged 2
		SP:Iteration 21Q (230998.260000 sec): 3 clusters
  Score: Raw -168717.175586 + Penalty 2370.672622 = -166346.502964
  nChanged 2
		SP:Iteration 22Q (230998.290000 sec): 3 clusters
  Score: Raw -168718.969277 + Penalty 2370.672622 = -166348.296654
  nChanged 3
		SP:Iteration 23Q (230998.310000 sec): 3 clusters
  Score: Raw -168721.891941 + Penalty 2370.672622 = -166351.219318
  nChanged 4
		SP:Iteration 24Q (230998.340000 sec): 3 clusters
  Score: Raw -168723.545262 + Penalty 2370.672622 = -166352.872640
  nChanged 0
		SP:Iteration 25F (230998.370000 sec): 3 clusters
  Score: Raw -168723.545262 + Penalty 2370.672622 = -166352.872640
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 38 (2406 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (230998.470000 sec): 2 clusters
  Score: Raw -270916.993963 + Penalty 1265.179646 = -269651.814317
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (230998.520000 sec): 3 clusters
  Score: Raw -269881.453459 + Penalty 2530.359291 = -267351.094167
  nChanged 881
		SP:Iteration 1F (230998.560000 sec): 3 clusters
  Score: Raw -270611.334743 + Penalty 2530.359291 = -268080.975451
  nChanged 220
		SP:Iteration 2F (230998.610000 sec): 3 clusters
  Score: Raw -270891.677422 + Penalty 2530.359291 = -268361.318131
  nChanged 191
		SP:Iteration 3F (230998.650000 sec): 3 clusters
  Score: Raw -271127.779964 + Penalty 2530.359291 = -268597.420672
  nChanged 151
		SP:Iteration 4F (230998.700000 sec): 3 clusters
  Score: Raw -271296.764334 + Penalty 2530.359291 = -268766.405043
  nChanged 113
		SP:Iteration 5Q (230998.740000 sec): 3 clusters
  Score: Raw -271390.848541 + Penalty 2530.359291 = -268860.489250
  nChanged 66
		SP:Iteration 6Q (230998.790000 sec): 3 clusters
  Score: Raw -271443.006393 + Penalty 2530.359291 = -268912.647102
  nChanged 46
		SP:Iteration 7Q (230998.830000 sec): 3 clusters
  Score: Raw -271479.204149 + Penalty 2530.359291 = -268948.844858
  nChanged 38
		SP:Iteration 8Q (230998.870000 sec): 3 clusters
  Score: Raw -271516.399692 + Penalty 2530.359291 = -268986.040400
  nChanged 40
		SP:Iteration 9Q (230998.910000 sec): 3 clusters
  Score: Raw -271559.124846 + Penalty 2530.359291 = -269028.765555
  nChanged 32
		SP:Iteration 10Q (230998.960000 sec): 3 clusters
  Score: Raw -271603.276304 + Penalty 2530.359291 = -269072.917013
  nChanged 31
		SP:Iteration 11Q (230999.000000 sec): 3 clusters
  Score: Raw -271638.481123 + Penalty 2530.359291 = -269108.121831
  nChanged 25
		SP:Iteration 12Q (230999.040000 sec): 3 clusters
  Score: Raw -271652.364202 + Penalty 2530.359291 = -269122.004910
  nChanged 19
		SP:Iteration 13Q (230999.090000 sec): 3 clusters
  Score: Raw -271659.182242 + Penalty 2530.359291 = -269128.822950
  nChanged 8
		SP:Iteration 14Q (230999.130000 sec): 3 clusters
  Score: Raw -271661.780758 + Penalty 2530.359291 = -269131.421467
  nChanged 2
		SP:Iteration 15Q (230999.170000 sec): 3 clusters
  Score: Raw -271662.342038 + Penalty 2530.359291 = -269131.982746
  nChanged 0
		SP:Iteration 16F (230999.210000 sec): 3 clusters
  Score: Raw -271662.342038 + Penalty 2530.359291 = -269131.982746
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 39 (17491 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (230999.410000 sec): 2 clusters
  Score: Raw -2040148.338817 + Penalty 1587.534283 = -2038560.804534
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (230999.630000 sec): 3 clusters
  Score: Raw -2029720.557631 + Penalty 3175.068566 = -2026545.489065
  nChanged 7869
		SP:Iteration 1F (230999.900000 sec): 3 clusters
  Score: Raw -2034241.875198 + Penalty 3175.068566 = -2031066.806632
  nChanged 1132
		SP:Iteration 2F (231000.110000 sec): 3 clusters
  Score: Raw -2034787.834054 + Penalty 3175.068566 = -2031612.765488
  nChanged 1075
		SP:Iteration 3F (231000.340000 sec): 3 clusters
  Score: Raw -2035375.866082 + Penalty 3175.068566 = -2032200.797516
  nChanged 1119
		SP:Iteration 4F (231000.590000 sec): 3 clusters
  Score: Raw -2036003.085322 + Penalty 3175.068566 = -2032828.016756
  nChanged 1062
		SP:Iteration 5F (231000.820000 sec): 3 clusters
  Score: Raw -2036590.419443 + Penalty 3175.068566 = -2033415.350877
  nChanged 961
		SP:Iteration 6F (231001.070000 sec): 3 clusters
  Score: Raw -2037108.542439 + Penalty 3175.068566 = -2033933.473873
  nChanged 845
		SP:Iteration 7Q (231001.300000 sec): 3 clusters
  Score: Raw -2037542.496957 + Penalty 3175.068566 = -2034367.428391
  nChanged 763
		SP:Iteration 8Q (231001.550000 sec): 3 clusters
  Score: Raw -2037942.955277 + Penalty 3175.068566 = -2034767.886711
  nChanged 669
		SP:Iteration 9Q (231001.760000 sec): 3 clusters
  Score: Raw -2038289.475914 + Penalty 3175.068566 = -2035114.407348
  nChanged 610
		SP:Iteration 10Q (231002.000000 sec): 3 clusters
  Score: Raw -2038652.235248 + Penalty 3175.068566 = -2035477.166681
  nChanged 576
		SP:Iteration 11Q (231002.240000 sec): 3 clusters
  Score: Raw -2039006.494581 + Penalty 3175.068566 = -2035831.426015
  nChanged 496
		SP:Iteration 12Q (231002.450000 sec): 3 clusters
  Score: Raw -2039324.615298 + Penalty 3175.068566 = -2036149.546732
  nChanged 414
		SP:Iteration 13Q (231002.710000 sec): 3 clusters
  Score: Raw -2039586.860636 + Penalty 3175.068566 = -2036411.792070
  nChanged 301
		SP:Iteration 14Q (231002.920000 sec): 3 clusters
  Score: Raw -2039807.809328 + Penalty 3175.068566 = -2036632.740762
  nChanged 240
		SP:Iteration 15Q (231003.140000 sec): 3 clusters
  Score: Raw -2039990.924883 + Penalty 3175.068566 = -2036815.856317
  nChanged 181
		SP:Iteration 16Q (231003.400000 sec): 3 clusters
  Score: Raw -2040130.472522 + Penalty 3175.068566 = -2036955.403955
  nChanged 121
		SP:Iteration 17Q (231003.600000 sec): 3 clusters
  Score: Raw -2040232.618200 + Penalty 3175.068566 = -2037057.549634
  nChanged 83
		SP:Iteration 18Q (231003.810000 sec): 3 clusters
  Score: Raw -2040299.037575 + Penalty 3175.068566 = -2037123.969009
  nChanged 57
		SP:Iteration 19Q (231004.060000 sec): 3 clusters
  Score: Raw -2040342.559699 + Penalty 3175.068566 = -2037167.491133
  nChanged 38
		SP:Iteration 20F (231004.280000 sec): 3 clusters
  Score: Raw -2040370.752610 + Penalty 3175.068566 = -2037195.684044
  nChanged 28
		SP:Iteration 21Q (231004.470000 sec): 3 clusters
  Score: Raw -2040394.728855 + Penalty 3175.068566 = -2037219.660289
  nChanged 24
		SP:Iteration 22Q (231004.680000 sec): 3 clusters
  Score: Raw -2040412.409614 + Penalty 3175.068566 = -2037237.341048
  nChanged 15
		SP:Iteration 23Q (231004.900000 sec): 3 clusters
  Score: Raw -2040420.058259 + Penalty 3175.068566 = -2037244.989693
  nChanged 5
		SP:Iteration 24Q (231005.120000 sec): 3 clusters
  Score: Raw -2040422.824820 + Penalty 3175.068566 = -2037247.756254
  nChanged 6
		SP:Iteration 25Q (231005.310000 sec): 3 clusters
  Score: Raw -2040426.674525 + Penalty 3175.068566 = -2037251.605958
  nChanged 6
		SP:Iteration 26Q (231005.510000 sec): 3 clusters
  Score: Raw -2040428.601163 + Penalty 3175.068566 = -2037253.532597
  nChanged 3
		SP:Iteration 27Q (231005.770000 sec): 3 clusters
  Score: Raw -2040430.755151 + Penalty 3175.068566 = -2037255.686585
  nChanged 2
		SP:Iteration 28Q (231005.960000 sec): 3 clusters
  Score: Raw -2040432.222602 + Penalty 3175.068566 = -2037257.154036
  nChanged 3
		SP:Iteration 29Q (231006.150000 sec): 3 clusters
  Score: Raw -2040434.422774 + Penalty 3175.068566 = -2037259.354208
  nChanged 3
		SP:Iteration 30Q (231006.340000 sec): 3 clusters
  Score: Raw -2040436.099655 + Penalty 3175.068566 = -2037261.031089
  nChanged 3
		SP:Iteration 31Q (231006.540000 sec): 3 clusters
  Score: Raw -2040439.683846 + Penalty 3175.068566 = -2037264.615280
  nChanged 6
		SP:Iteration 32Q (231006.800000 sec): 3 clusters
  Score: Raw -2040443.163391 + Penalty 3175.068566 = -2037268.094825
  nChanged 1
		SP:Iteration 33Q (231006.990000 sec): 3 clusters
  Score: Raw -2040443.894315 + Penalty 3175.068566 = -2037268.825748
  nChanged 0
		SP:Iteration 34F (231007.200000 sec): 3 clusters
  Score: Raw -2040443.894315 + Penalty 3175.068566 = -2037268.825748
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 40 (12763 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (231007.320000 sec): 2 clusters
  Score: Raw -1502821.892929 + Penalty 1536.324666 = -1501285.568263
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (231007.540000 sec): 3 clusters
  Score: Raw -1495474.486933 + Penalty 3072.649333 = -1492401.837601
  nChanged 5559
		SP:Iteration 1F (231007.700000 sec): 3 clusters
  Score: Raw -1498565.652093 + Penalty 3072.649333 = -1495493.002761
  nChanged 829
		SP:Iteration 2F (231007.900000 sec): 3 clusters
  Score: Raw -1498956.040536 + Penalty 3072.649333 = -1495883.391203
  nChanged 763
		SP:Iteration 3F (231008.080000 sec): 3 clusters
  Score: Raw -1499397.198621 + Penalty 3072.649333 = -1496324.549288
  nChanged 739
		SP:Iteration 4F (231008.250000 sec): 3 clusters
  Score: Raw -1499874.782533 + Penalty 3072.649333 = -1496802.133200
  nChanged 801
		SP:Iteration 5F (231008.440000 sec): 3 clusters
  Score: Raw -1500448.306283 + Penalty 3072.649333 = -1497375.656950
  nChanged 785
		SP:Iteration 6F (231008.610000 sec): 3 clusters
  Score: Raw -1501069.174391 + Penalty 3072.649333 = -1497996.525058
  nChanged 748
		SP:Iteration 7F (231008.780000 sec): 3 clusters
  Score: Raw -1501696.458669 + Penalty 3072.649333 = -1498623.809337
  nChanged 660
		SP:Iteration 8F (231008.970000 sec): 3 clusters
  Score: Raw -1502259.859152 + Penalty 3072.649333 = -1499187.209819
  nChanged 589
		SP:Iteration 9Q (231009.140000 sec): 3 clusters
  Score: Raw -1502724.231794 + Penalty 3072.649333 = -1499651.582462
  nChanged 489
		SP:Iteration 10Q (231009.300000 sec): 3 clusters
  Score: Raw -1503031.205688 + Penalty 3072.649333 = -1499958.556355
  nChanged 366
		SP:Iteration 11Q (231009.500000 sec): 3 clusters
  Score: Raw -1503204.188510 + Penalty 3072.649333 = -1500131.539177
  nChanged 257
		SP:Iteration 12Q (231009.670000 sec): 3 clusters
  Score: Raw -1503283.738705 + Penalty 3072.649333 = -1500211.089372
  nChanged 165
		SP:Iteration 13Q (231009.870000 sec): 3 clusters
  Score: Raw -1503324.738270 + Penalty 3072.649333 = -1500252.088937
  nChanged 102
		SP:Iteration 14Q (231010.030000 sec): 3 clusters
  Score: Raw -1503345.507487 + Penalty 3072.649333 = -1500272.858154
  nChanged 86
		SP:Iteration 15Q (231010.190000 sec): 3 clusters
  Score: Raw -1503360.548404 + Penalty 3072.649333 = -1500287.899071
  nChanged 71
		SP:Iteration 16Q (231010.380000 sec): 3 clusters
  Score: Raw -1503374.244656 + Penalty 3072.649333 = -1500301.595323
  nChanged 63
		SP:Iteration 17Q (231010.550000 sec): 3 clusters
  Score: Raw -1503383.425449 + Penalty 3072.649333 = -1500310.776116
  nChanged 42
		SP:Iteration 18Q (231010.710000 sec): 3 clusters
  Score: Raw -1503389.177662 + Penalty 3072.649333 = -1500316.528329
  nChanged 35
		SP:Iteration 19Q (231010.900000 sec): 3 clusters
  Score: Raw -1503393.483868 + Penalty 3072.649333 = -1500320.834535
  nChanged 34
		SP:Iteration 20F (231011.070000 sec): 3 clusters
  Score: Raw -1503398.198908 + Penalty 3072.649333 = -1500325.549576
  nChanged 41
		SP:Iteration 21Q (231011.250000 sec): 3 clusters
  Score: Raw -1503403.586919 + Penalty 3072.649333 = -1500330.937586
  nChanged 22
		SP:Iteration 22Q (231011.410000 sec): 3 clusters
  Score: Raw -1503405.982362 + Penalty 3072.649333 = -1500333.333030
  nChanged 15
		SP:Iteration 23Q (231011.570000 sec): 3 clusters
  Score: Raw -1503407.297398 + Penalty 3072.649333 = -1500334.648065
  nChanged 8
		SP:Iteration 24Q (231011.790000 sec): 3 clusters
  Score: Raw -1503408.094756 + Penalty 3072.649333 = -1500335.445424
  nChanged 6
		SP:Iteration 25Q (231011.950000 sec): 3 clusters
  Score: Raw -1503408.559349 + Penalty 3072.649333 = -1500335.910017
  nChanged 9
		SP:Iteration 26Q (231012.140000 sec): 3 clusters
  Score: Raw -1503409.113724 + Penalty 3072.649333 = -1500336.464391
  nChanged 6
		SP:Iteration 27Q (231012.320000 sec): 3 clusters
  Score: Raw -1503409.537143 + Penalty 3072.649333 = -1500336.887810
  nChanged 5
		SP:Iteration 28Q (231012.490000 sec): 3 clusters
  Score: Raw -1503409.979461 + Penalty 3072.649333 = -1500337.330128
  nChanged 2
		SP:Iteration 29Q (231012.670000 sec): 3 clusters
  Score: Raw -1503410.203895 + Penalty 3072.649333 = -1500337.554562
  nChanged 3
		SP:Iteration 30Q (231012.850000 sec): 3 clusters
  Score: Raw -1503410.380508 + Penalty 3072.649333 = -1500337.731176
  nChanged 1
		SP:Iteration 31Q (231013.010000 sec): 3 clusters
  Score: Raw -1503410.519984 + Penalty 3072.649333 = -1500337.870652
  nChanged 1
		SP:Iteration 32Q (231013.210000 sec): 3 clusters
  Score: Raw -1503410.638311 + Penalty 3072.649333 = -1500337.988978
  nChanged 1
		SP:Iteration 33Q (231013.370000 sec): 3 clusters
  Score: Raw -1503410.679369 + Penalty 3072.649333 = -1500338.030036
  nChanged 0
		SP:Iteration 34F (231013.540000 sec): 3 clusters
  Score: Raw -1503410.679369 + Penalty 3072.649333 = -1500338.030036
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 41 (11306 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (231013.680000 sec): 2 clusters
  Score: Raw -1341167.066904 + Penalty 1516.626936 = -1339650.439968
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (231013.870000 sec): 3 clusters
  Score: Raw -1334788.322756 + Penalty 3033.253872 = -1331755.068884
  nChanged 4896
		SP:Iteration 1F (231014.030000 sec): 3 clusters
  Score: Raw -1337424.207054 + Penalty 3033.253872 = -1334390.953182
  nChanged 743
		SP:Iteration 2F (231014.200000 sec): 3 clusters
  Score: Raw -1337831.709336 + Penalty 3033.253872 = -1334798.455464
  nChanged 661
		SP:Iteration 3F (231014.350000 sec): 3 clusters
  Score: Raw -1338227.655546 + Penalty 3033.253872 = -1335194.401674
  nChanged 629
		SP:Iteration 4F (231014.540000 sec): 3 clusters
  Score: Raw -1338592.555525 + Penalty 3033.253872 = -1335559.301653
  nChanged 587
		SP:Iteration 5F (231014.700000 sec): 3 clusters
  Score: Raw -1338942.235758 + Penalty 3033.253872 = -1335908.981886
  nChanged 565
		SP:Iteration 6Q (231014.890000 sec): 3 clusters
  Score: Raw -1339243.939829 + Penalty 3033.253872 = -1336210.685957
  nChanged 520
		SP:Iteration 7Q (231015.050000 sec): 3 clusters
  Score: Raw -1339533.692311 + Penalty 3033.253872 = -1336500.438439
  nChanged 473
		SP:Iteration 8Q (231015.230000 sec): 3 clusters
  Score: Raw -1339781.584492 + Penalty 3033.253872 = -1336748.330620
  nChanged 453
		SP:Iteration 9Q (231015.390000 sec): 3 clusters
  Score: Raw -1339993.524569 + Penalty 3033.253872 = -1336960.270697
  nChanged 370
		SP:Iteration 10Q (231015.570000 sec): 3 clusters
  Score: Raw -1340142.638727 + Penalty 3033.253872 = -1337109.384854
  nChanged 330
		SP:Iteration 11Q (231015.730000 sec): 3 clusters
  Score: Raw -1340253.660072 + Penalty 3033.253872 = -1337220.406200
  nChanged 232
		SP:Iteration 12Q (231015.890000 sec): 3 clusters
  Score: Raw -1340318.247851 + Penalty 3033.253872 = -1337284.993979
  nChanged 167
		SP:Iteration 13Q (231016.050000 sec): 3 clusters
  Score: Raw -1340357.730442 + Penalty 3033.253872 = -1337324.476570
  nChanged 146
		SP:Iteration 14Q (231016.230000 sec): 3 clusters
  Score: Raw -1340393.368432 + Penalty 3033.253872 = -1337360.114560
  nChanged 132
		SP:Iteration 15Q (231016.390000 sec): 3 clusters
  Score: Raw -1340421.597382 + Penalty 3033.253872 = -1337388.343510
  nChanged 98
		SP:Iteration 16Q (231016.570000 sec): 3 clusters
  Score: Raw -1340441.553655 + Penalty 3033.253872 = -1337408.299783
  nChanged 90
		SP:Iteration 17Q (231016.720000 sec): 3 clusters
  Score: Raw -1340461.935858 + Penalty 3033.253872 = -1337428.681986
  nChanged 97
		SP:Iteration 18Q (231016.910000 sec): 3 clusters
  Score: Raw -1340481.879536 + Penalty 3033.253872 = -1337448.625664
  nChanged 66
		SP:Iteration 19Q (231017.060000 sec): 3 clusters
  Score: Raw -1340492.671814 + Penalty 3033.253872 = -1337459.417942
  nChanged 65
		SP:Iteration 20F (231017.240000 sec): 3 clusters
  Score: Raw -1340503.275431 + Penalty 3033.253872 = -1337470.021559
  nChanged 60
		SP:Iteration 21Q (231017.400000 sec): 3 clusters
  Score: Raw -1340513.313718 + Penalty 3033.253872 = -1337480.059846
  nChanged 45
		SP:Iteration 22Q (231017.560000 sec): 3 clusters
  Score: Raw -1340520.290188 + Penalty 3033.253872 = -1337487.036316
  nChanged 46
		SP:Iteration 23Q (231017.720000 sec): 3 clusters
  Score: Raw -1340526.324971 + Penalty 3033.253872 = -1337493.071099
  nChanged 36
		SP:Iteration 24Q (231017.890000 sec): 3 clusters
  Score: Raw -1340531.605080 + Penalty 3033.253872 = -1337498.351208
  nChanged 38
		SP:Iteration 25Q (231018.050000 sec): 3 clusters
  Score: Raw -1340536.469162 + Penalty 3033.253872 = -1337503.215290
  nChanged 29
		SP:Iteration 26Q (231018.210000 sec): 3 clusters
  Score: Raw -1340540.755227 + Penalty 3033.253872 = -1337507.501355
  nChanged 35
		SP:Iteration 27Q (231018.370000 sec): 3 clusters
  Score: Raw -1340545.375384 + Penalty 3033.253872 = -1337512.121512
  nChanged 30
		SP:Iteration 28Q (231018.540000 sec): 3 clusters
  Score: Raw -1340549.077794 + Penalty 3033.253872 = -1337515.823922
  nChanged 33
		SP:Iteration 29Q (231018.720000 sec): 3 clusters
  Score: Raw -1340553.379257 + Penalty 3033.253872 = -1337520.125385
  nChanged 25
		SP:Iteration 30Q (231018.880000 sec): 3 clusters
  Score: Raw -1340556.516441 + Penalty 3033.253872 = -1337523.262569
  nChanged 22
		SP:Iteration 31Q (231019.060000 sec): 3 clusters
  Score: Raw -1340559.855949 + Penalty 3033.253872 = -1337526.602077
  nChanged 29
		SP:Iteration 32Q (231019.220000 sec): 3 clusters
  Score: Raw -1340564.044753 + Penalty 3033.253872 = -1337530.790881
  nChanged 37
		SP:Iteration 33Q (231019.380000 sec): 3 clusters
  Score: Raw -1340569.268980 + Penalty 3033.253872 = -1337536.015108
  nChanged 30
		SP:Iteration 34Q (231019.540000 sec): 3 clusters
  Score: Raw -1340573.453709 + Penalty 3033.253872 = -1337540.199837
  nChanged 32
		SP:Iteration 35Q (231019.730000 sec): 3 clusters
  Score: Raw -1340577.663609 + Penalty 3033.253872 = -1337544.409737
  nChanged 30
		SP:Iteration 36Q (231019.880000 sec): 3 clusters
  Score: Raw -1340582.689419 + Penalty 3033.253872 = -1337549.435547
  nChanged 25
		SP:Iteration 37Q (231020.070000 sec): 3 clusters
  Score: Raw -1340587.480182 + Penalty 3033.253872 = -1337554.226310
  nChanged 35
		SP:Iteration 38Q (231020.230000 sec): 3 clusters
  Score: Raw -1340592.551195 + Penalty 3033.253872 = -1337559.297323
  nChanged 30
		SP:Iteration 39Q (231020.410000 sec): 3 clusters
  Score: Raw -1340596.901707 + Penalty 3033.253872 = -1337563.647835
  nChanged 32
		SP:Iteration 40F (231020.560000 sec): 3 clusters
  Score: Raw -1340600.009321 + Penalty 3033.253872 = -1337566.755448
  nChanged 24
		SP:Iteration 41Q (231020.750000 sec): 3 clusters
  Score: Raw -1340603.882109 + Penalty 3033.253872 = -1337570.628237
  nChanged 29
		SP:Iteration 42Q (231020.910000 sec): 3 clusters
  Score: Raw -1340608.883604 + Penalty 3033.253872 = -1337575.629732
  nChanged 35
		SP:Iteration 43Q (231021.090000 sec): 3 clusters
  Score: Raw -1340615.721153 + Penalty 3033.253872 = -1337582.467281
  nChanged 37
		SP:Iteration 44Q (231021.250000 sec): 3 clusters
  Score: Raw -1340621.720506 + Penalty 3033.253872 = -1337588.466634
  nChanged 43
		SP:Iteration 45Q (231021.430000 sec): 3 clusters
  Score: Raw -1340627.858970 + Penalty 3033.253872 = -1337594.605098
  nChanged 38
		SP:Iteration 46Q (231021.590000 sec): 3 clusters
  Score: Raw -1340633.921076 + Penalty 3033.253872 = -1337600.667204
  nChanged 33
		SP:Iteration 47Q (231021.770000 sec): 3 clusters
  Score: Raw -1340638.200115 + Penalty 3033.253872 = -1337604.946243
  nChanged 30
		SP:Iteration 48Q (231021.930000 sec): 3 clusters
  Score: Raw -1340642.200855 + Penalty 3033.253872 = -1337608.946983
  nChanged 33
		SP:Iteration 49Q (231022.120000 sec): 3 clusters
  Score: Raw -1340647.050151 + Penalty 3033.253872 = -1337613.796279
  nChanged 36
		SP:Iteration 50Q (231022.270000 sec): 3 clusters
  Score: Raw -1340652.381520 + Penalty 3033.253872 = -1337619.127648
  nChanged 23
		SP:Iteration 51Q (231022.460000 sec): 3 clusters
  Score: Raw -1340654.809356 + Penalty 3033.253872 = -1337621.555484
  nChanged 16
		SP:Iteration 52Q (231022.610000 sec): 3 clusters
  Score: Raw -1340656.501755 + Penalty 3033.253872 = -1337623.247883
  nChanged 9
		SP:Iteration 53Q (231022.800000 sec): 3 clusters
  Score: Raw -1340657.429248 + Penalty 3033.253872 = -1337624.175376
  nChanged 14
		SP:Iteration 54Q (231022.950000 sec): 3 clusters
  Score: Raw -1340659.130634 + Penalty 3033.253872 = -1337625.876762
  nChanged 21
		SP:Iteration 55Q (231023.140000 sec): 3 clusters
  Score: Raw -1340662.250564 + Penalty 3033.253872 = -1337628.996692
  nChanged 21
		SP:Iteration 56Q (231023.290000 sec): 3 clusters
  Score: Raw -1340665.003550 + Penalty 3033.253872 = -1337631.749678
  nChanged 27
		SP:Iteration 57Q (231023.480000 sec): 3 clusters
  Score: Raw -1340668.338566 + Penalty 3033.253872 = -1337635.084694
  nChanged 18
		SP:Iteration 58Q (231023.630000 sec): 3 clusters
  Score: Raw -1340670.554036 + Penalty 3033.253872 = -1337637.300164
  nChanged 23
		SP:Iteration 59Q (231023.820000 sec): 3 clusters
  Score: Raw -1340673.078005 + Penalty 3033.253872 = -1337639.824133
  nChanged 26
		SP:Iteration 60F (231023.970000 sec): 3 clusters
  Score: Raw -1340676.636304 + Penalty 3033.253872 = -1337643.382432
  nChanged 31
		SP:Iteration 61Q (231024.160000 sec): 3 clusters
  Score: Raw -1340681.093586 + Penalty 3033.253872 = -1337647.839713
  nChanged 36
		SP:Iteration 62Q (231024.310000 sec): 3 clusters
  Score: Raw -1340686.262476 + Penalty 3033.253872 = -1337653.008604
  nChanged 33
		SP:Iteration 63Q (231024.490000 sec): 3 clusters
  Score: Raw -1340691.499151 + Penalty 3033.253872 = -1337658.245279
  nChanged 31
		SP:Iteration 64Q (231024.650000 sec): 3 clusters
  Score: Raw -1340695.328515 + Penalty 3033.253872 = -1337662.074643
  nChanged 31
		SP:Iteration 65Q (231024.840000 sec): 3 clusters
  Score: Raw -1340699.002338 + Penalty 3033.253872 = -1337665.748466
  nChanged 27
		SP:Iteration 66Q (231024.990000 sec): 3 clusters
  Score: Raw -1340701.889651 + Penalty 3033.253872 = -1337668.635779
  nChanged 27
		SP:Iteration 67Q (231025.180000 sec): 3 clusters
  Score: Raw -1340705.278749 + Penalty 3033.253872 = -1337672.024876
  nChanged 23
		SP:Iteration 68Q (231025.340000 sec): 3 clusters
  Score: Raw -1340708.077187 + Penalty 3033.253872 = -1337674.823315
  nChanged 31
		SP:Iteration 69Q (231025.520000 sec): 3 clusters
  Score: Raw -1340711.608351 + Penalty 3033.253872 = -1337678.354479
  nChanged 23
		SP:Iteration 70Q (231025.680000 sec): 3 clusters
  Score: Raw -1340714.344565 + Penalty 3033.253872 = -1337681.090693
  nChanged 20
		SP:Iteration 71Q (231025.860000 sec): 3 clusters
  Score: Raw -1340716.736980 + Penalty 3033.253872 = -1337683.483108
  nChanged 29
		SP:Iteration 72Q (231026.020000 sec): 3 clusters
  Score: Raw -1340720.141867 + Penalty 3033.253872 = -1337686.887995
  nChanged 28
		SP:Iteration 73Q (231026.210000 sec): 3 clusters
  Score: Raw -1340722.778416 + Penalty 3033.253872 = -1337689.524544
  nChanged 22
		SP:Iteration 74Q (231026.360000 sec): 3 clusters
  Score: Raw -1340725.350651 + Penalty 3033.253872 = -1337692.096779
  nChanged 24
		SP:Iteration 75Q (231026.550000 sec): 3 clusters
  Score: Raw -1340727.866451 + Penalty 3033.253872 = -1337694.612579
  nChanged 24
		SP:Iteration 76Q (231026.700000 sec): 3 clusters
  Score: Raw -1340730.158407 + Penalty 3033.253872 = -1337696.904535
  nChanged 21
		SP:Iteration 77Q (231026.880000 sec): 3 clusters
  Score: Raw -1340731.918413 + Penalty 3033.253872 = -1337698.664541
  nChanged 19
		SP:Iteration 78Q (231027.030000 sec): 3 clusters
  Score: Raw -1340733.505904 + Penalty 3033.253872 = -1337700.252032
  nChanged 20
		SP:Iteration 79Q (231027.200000 sec): 3 clusters
  Score: Raw -1340735.196065 + Penalty 3033.253872 = -1337701.942193
  nChanged 21
		SP:Iteration 80F (231027.350000 sec): 3 clusters
  Score: Raw -1340737.220071 + Penalty 3033.253872 = -1337703.966199
  nChanged 23
		SP:Iteration 81Q (231027.530000 sec): 3 clusters
  Score: Raw -1340739.525554 + Penalty 3033.253872 = -1337706.271682
  nChanged 22
		SP:Iteration 82Q (231027.680000 sec): 3 clusters
  Score: Raw -1340742.198725 + Penalty 3033.253872 = -1337708.944853
  nChanged 27
		SP:Iteration 83Q (231027.850000 sec): 3 clusters
  Score: Raw -1340744.836933 + Penalty 3033.253872 = -1337711.583061
  nChanged 32
		SP:Iteration 84Q (231028.010000 sec): 3 clusters
  Score: Raw -1340749.072795 + Penalty 3033.253872 = -1337715.818923
  nChanged 38
		SP:Iteration 85Q (231028.170000 sec): 3 clusters
  Score: Raw -1340754.396577 + Penalty 3033.253872 = -1337721.142705
  nChanged 43
		SP:Iteration 86Q (231028.330000 sec): 3 clusters
  Score: Raw -1340760.046954 + Penalty 3033.253872 = -1337726.793082
  nChanged 44
		SP:Iteration 87Q (231028.500000 sec): 3 clusters
  Score: Raw -1340765.417380 + Penalty 3033.253872 = -1337732.163508
  nChanged 51
		SP:Iteration 88Q (231028.680000 sec): 3 clusters
  Score: Raw -1340772.661326 + Penalty 3033.253872 = -1337739.407454
  nChanged 49
		SP:Iteration 89Q (231028.840000 sec): 3 clusters
  Score: Raw -1340780.584644 + Penalty 3033.253872 = -1337747.330772
  nChanged 59
		SP:Iteration 90Q (231029.020000 sec): 3 clusters
  Score: Raw -1340791.834968 + Penalty 3033.253872 = -1337758.581096
  nChanged 56
		SP:Iteration 91Q (231029.180000 sec): 3 clusters
  Score: Raw -1340800.650642 + Penalty 3033.253872 = -1337767.396770
  nChanged 56
		SP:Iteration 92Q (231029.360000 sec): 3 clusters
  Score: Raw -1340809.805760 + Penalty 3033.253872 = -1337776.551888
  nChanged 54
		SP:Iteration 93Q (231029.520000 sec): 3 clusters
  Score: Raw -1340818.630828 + Penalty 3033.253872 = -1337785.376956
  nChanged 60
		SP:Iteration 94Q (231029.700000 sec): 3 clusters
  Score: Raw -1340826.462410 + Penalty 3033.253872 = -1337793.208537
  nChanged 43
		SP:Iteration 95Q (231029.860000 sec): 3 clusters
  Score: Raw -1340832.422222 + Penalty 3033.253872 = -1337799.168350
  nChanged 42
		SP:Iteration 96Q (231030.050000 sec): 3 clusters
  Score: Raw -1340838.510075 + Penalty 3033.253872 = -1337805.256203
  nChanged 47
		SP:Iteration 97Q (231030.200000 sec): 3 clusters
  Score: Raw -1340845.887613 + Penalty 3033.253872 = -1337812.633741
  nChanged 44
		SP:Iteration 98Q (231030.390000 sec): 3 clusters
  Score: Raw -1340852.067525 + Penalty 3033.253872 = -1337818.813653
  nChanged 45
		SP:Iteration 99Q (231030.550000 sec): 3 clusters
  Score: Raw -1340859.041578 + Penalty 3033.253872 = -1337825.787706
  nChanged 54
		SP:Iteration 100F (231030.730000 sec): 3 clusters
  Score: Raw -1340867.856746 + Penalty 3033.253872 = -1337834.602874
  nChanged 47
		SP:Iteration 101Q (231030.890000 sec): 3 clusters
  Score: Raw -1340875.769562 + Penalty 3033.253872 = -1337842.515690
  nChanged 51
		SP:Iteration 102Q (231031.070000 sec): 3 clusters
  Score: Raw -1340883.919445 + Penalty 3033.253872 = -1337850.665573
  nChanged 54
		SP:Iteration 103Q (231031.240000 sec): 3 clusters
  Score: Raw -1340891.782307 + Penalty 3033.253872 = -1337858.528435
  nChanged 54
		SP:Iteration 104Q (231031.420000 sec): 3 clusters
  Score: Raw -1340901.069983 + Penalty 3033.253872 = -1337867.816111
  nChanged 61
		SP:Iteration 105Q (231031.580000 sec): 3 clusters
  Score: Raw -1340912.404536 + Penalty 3033.253872 = -1337879.150664
  nChanged 67
		SP:Iteration 106Q (231031.760000 sec): 3 clusters
  Score: Raw -1340924.655390 + Penalty 3033.253872 = -1337891.401518
  nChanged 64
		SP:Iteration 107Q (231031.920000 sec): 3 clusters
  Score: Raw -1340937.271934 + Penalty 3033.253872 = -1337904.018062
  nChanged 75
		SP:Iteration 108Q (231032.100000 sec): 3 clusters
  Score: Raw -1340952.159466 + Penalty 3033.253872 = -1337918.905594
  nChanged 85
		SP:Iteration 109Q (231032.260000 sec): 3 clusters
  Score: Raw -1340970.357242 + Penalty 3033.253872 = -1337937.103370
  nChanged 82
		SP:Iteration 110Q (231032.450000 sec): 3 clusters
  Score: Raw -1340987.324896 + Penalty 3033.253872 = -1337954.071024
  nChanged 81
		SP:Iteration 111Q (231032.600000 sec): 3 clusters
  Score: Raw -1341006.067694 + Penalty 3033.253872 = -1337972.813822
  nChanged 88
		SP:Iteration 112Q (231032.780000 sec): 3 clusters
  Score: Raw -1341028.083740 + Penalty 3033.253872 = -1337994.829868
  nChanged 91
		SP:Iteration 113Q (231032.940000 sec): 3 clusters
  Score: Raw -1341051.752473 + Penalty 3033.253872 = -1338018.498601
  nChanged 96
		SP:Iteration 114Q (231033.130000 sec): 3 clusters
  Score: Raw -1341078.256059 + Penalty 3033.253872 = -1338045.002186
  nChanged 89
		SP:Iteration 115Q (231033.280000 sec): 3 clusters
  Score: Raw -1341103.983067 + Penalty 3033.253872 = -1338070.729195
  nChanged 88
		SP:Iteration 116Q (231033.460000 sec): 3 clusters
  Score: Raw -1341129.440070 + Penalty 3033.253872 = -1338096.186198
  nChanged 72
		SP:Iteration 117Q (231033.610000 sec): 3 clusters
  Score: Raw -1341151.814696 + Penalty 3033.253872 = -1338118.560824
  nChanged 81
		SP:Iteration 118Q (231033.780000 sec): 3 clusters
  Score: Raw -1341174.461780 + Penalty 3033.253872 = -1338141.207908
  nChanged 84
		SP:Iteration 119Q (231033.930000 sec): 3 clusters
  Score: Raw -1341198.257949 + Penalty 3033.253872 = -1338165.004077
  nChanged 94
		SP:Iteration 120F (231034.100000 sec): 3 clusters
  Score: Raw -1341230.535838 + Penalty 3033.253872 = -1338197.281966
  nChanged 104
		SP:Iteration 121Q (231034.260000 sec): 3 clusters
  Score: Raw -1341271.842708 + Penalty 3033.253872 = -1338238.588836
  nChanged 117
		SP:Iteration 122Q (231034.420000 sec): 3 clusters
  Score: Raw -1341314.668113 + Penalty 3033.253872 = -1338281.414241
  nChanged 102
		SP:Iteration 123Q (231034.580000 sec): 3 clusters
  Score: Raw -1341350.539093 + Penalty 3033.253872 = -1338317.285220
  nChanged 88
		SP:Iteration 124Q (231034.730000 sec): 3 clusters
  Score: Raw -1341379.355858 + Penalty 3033.253872 = -1338346.101986
  nChanged 76
		SP:Iteration 125Q (231034.910000 sec): 3 clusters
  Score: Raw -1341401.065983 + Penalty 3033.253872 = -1338367.812111
  nChanged 62
		SP:Iteration 126Q (231035.060000 sec): 3 clusters
  Score: Raw -1341418.166279 + Penalty 3033.253872 = -1338384.912407
  nChanged 55
		SP:Iteration 127Q (231035.220000 sec): 3 clusters
  Score: Raw -1341432.436392 + Penalty 3033.253872 = -1338399.182520
  nChanged 46
		SP:Iteration 128Q (231035.370000 sec): 3 clusters
  Score: Raw -1341444.157292 + Penalty 3033.253872 = -1338410.903419
  nChanged 44
		SP:Iteration 129Q (231035.530000 sec): 3 clusters
  Score: Raw -1341457.628623 + Penalty 3033.253872 = -1338424.374751
  nChanged 44
		SP:Iteration 130Q (231035.690000 sec): 3 clusters
  Score: Raw -1341471.548925 + Penalty 3033.253872 = -1338438.295053
  nChanged 41
		SP:Iteration 131Q (231035.840000 sec): 3 clusters
  Score: Raw -1341484.683799 + Penalty 3033.253872 = -1338451.429927
  nChanged 35
		SP:Iteration 132Q (231036.020000 sec): 3 clusters
  Score: Raw -1341494.551394 + Penalty 3033.253872 = -1338461.297522
  nChanged 25
		SP:Iteration 133Q (231036.160000 sec): 3 clusters
  Score: Raw -1341501.687439 + Penalty 3033.253872 = -1338468.433567
  nChanged 24
		SP:Iteration 134Q (231036.320000 sec): 3 clusters
  Score: Raw -1341506.785697 + Penalty 3033.253872 = -1338473.531825
  nChanged 17
		SP:Iteration 135Q (231036.480000 sec): 3 clusters
  Score: Raw -1341511.912028 + Penalty 3033.253872 = -1338478.658156
  nChanged 20
		SP:Iteration 136Q (231036.630000 sec): 3 clusters
  Score: Raw -1341516.603185 + Penalty 3033.253872 = -1338483.349313
  nChanged 19
		SP:Iteration 137Q (231036.800000 sec): 3 clusters
  Score: Raw -1341520.628907 + Penalty 3033.253872 = -1338487.375035
  nChanged 18
		SP:Iteration 138Q (231036.950000 sec): 3 clusters
  Score: Raw -1341525.089500 + Penalty 3033.253872 = -1338491.835628
  nChanged 20
		SP:Iteration 139Q (231037.110000 sec): 3 clusters
  Score: Raw -1341530.207620 + Penalty 3033.253872 = -1338496.953748
  nChanged 16
		SP:Iteration 140F (231037.270000 sec): 3 clusters
  Score: Raw -1341533.369802 + Penalty 3033.253872 = -1338500.115930
  nChanged 14
		SP:Iteration 141Q (231037.420000 sec): 3 clusters
  Score: Raw -1341536.812403 + Penalty 3033.253872 = -1338503.558531
  nChanged 14
		SP:Iteration 142Q (231037.600000 sec): 3 clusters
  Score: Raw -1341539.757242 + Penalty 3033.253872 = -1338506.503370
  nChanged 9
		SP:Iteration 143Q (231037.740000 sec): 3 clusters
  Score: Raw -1341541.721766 + Penalty 3033.253872 = -1338508.467894
  nChanged 10
		SP:Iteration 144Q (231037.900000 sec): 3 clusters
  Score: Raw -1341543.373528 + Penalty 3033.253872 = -1338510.119655
  nChanged 11
		SP:Iteration 145Q (231038.050000 sec): 3 clusters
  Score: Raw -1341545.644094 + Penalty 3033.253872 = -1338512.390222
  nChanged 11
		SP:Iteration 146Q (231038.210000 sec): 3 clusters
  Score: Raw -1341547.901970 + Penalty 3033.253872 = -1338514.648098
  nChanged 10
		SP:Iteration 147Q (231038.380000 sec): 3 clusters
  Score: Raw -1341550.947608 + Penalty 3033.253872 = -1338517.693736
  nChanged 10
		SP:Iteration 148Q (231038.520000 sec): 3 clusters
  Score: Raw -1341552.368814 + Penalty 3033.253872 = -1338519.114942
  nChanged 10
		SP:Iteration 149Q (231038.680000 sec): 3 clusters
  Score: Raw -1341553.969077 + Penalty 3033.253872 = -1338520.715205
  nChanged 7
		SP:Iteration 150Q (231038.830000 sec): 3 clusters
  Score: Raw -1341555.318184 + Penalty 3033.253872 = -1338522.064312
  nChanged 10
		SP:Iteration 151Q (231038.980000 sec): 3 clusters
  Score: Raw -1341557.136953 + Penalty 3033.253872 = -1338523.883081
  nChanged 8
		SP:Iteration 152Q (231039.160000 sec): 3 clusters
  Score: Raw -1341559.292066 + Penalty 3033.253872 = -1338526.038194
  nChanged 6
		SP:Iteration 153Q (231039.300000 sec): 3 clusters
  Score: Raw -1341560.366659 + Penalty 3033.253872 = -1338527.112787
  nChanged 5
		SP:Iteration 154Q (231039.460000 sec): 3 clusters
  Score: Raw -1341561.231889 + Penalty 3033.253872 = -1338527.978017
  nChanged 2
		SP:Iteration 155Q (231039.610000 sec): 3 clusters
  Score: Raw -1341561.764966 + Penalty 3033.253872 = -1338528.511094
  nChanged 0
		SP:Iteration 156F (231039.770000 sec): 3 clusters
  Score: Raw -1341561.764966 + Penalty 3033.253872 = -1338528.511094
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 42 (10487 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (231039.910000 sec): 2 clusters
  Score: Raw -1230083.809105 + Penalty 1504.407397 = -1228579.401708
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (231040.090000 sec): 3 clusters
  Score: Raw -1224088.298148 + Penalty 3008.814794 = -1221079.483354
  nChanged 4501
		SP:Iteration 1F (231040.220000 sec): 3 clusters
  Score: Raw -1226512.635212 + Penalty 3008.814794 = -1223503.820418
  nChanged 673
		SP:Iteration 2F (231040.390000 sec): 3 clusters
  Score: Raw -1226834.425906 + Penalty 3008.814794 = -1223825.611112
  nChanged 590
		SP:Iteration 3F (231040.570000 sec): 3 clusters
  Score: Raw -1227166.813081 + Penalty 3008.814794 = -1224157.998287
  nChanged 561
		SP:Iteration 4F (231040.710000 sec): 3 clusters
  Score: Raw -1227553.910421 + Penalty 3008.814794 = -1224545.095627
  nChanged 590
		SP:Iteration 5F (231040.860000 sec): 3 clusters
  Score: Raw -1227957.077065 + Penalty 3008.814794 = -1224948.262271
  nChanged 609
		SP:Iteration 6F (231041.020000 sec): 3 clusters
  Score: Raw -1228405.281529 + Penalty 3008.814794 = -1225396.466735
  nChanged 585
		SP:Iteration 7F (231041.160000 sec): 3 clusters
  Score: Raw -1228878.169341 + Penalty 3008.814794 = -1225869.354547
  nChanged 590
		SP:Iteration 8F (231041.330000 sec): 3 clusters
  Score: Raw -1229326.567686 + Penalty 3008.814794 = -1226317.752892
  nChanged 553
		SP:Iteration 9F (231041.480000 sec): 3 clusters
  Score: Raw -1229716.481224 + Penalty 3008.814794 = -1226707.666430
  nChanged 460
		SP:Iteration 10Q (231041.620000 sec): 3 clusters
  Score: Raw -1230002.282651 + Penalty 3008.814794 = -1226993.467857
  nChanged 331
		SP:Iteration 11Q (231041.780000 sec): 3 clusters
  Score: Raw -1230160.711527 + Penalty 3008.814794 = -1227151.896733
  nChanged 268
		SP:Iteration 12Q (231041.950000 sec): 3 clusters
  Score: Raw -1230277.594029 + Penalty 3008.814794 = -1227268.779235
  nChanged 191
		SP:Iteration 13Q (231042.090000 sec): 3 clusters
  Score: Raw -1230358.231555 + Penalty 3008.814794 = -1227349.416761
  nChanged 189
		SP:Iteration 14Q (231042.240000 sec): 3 clusters
  Score: Raw -1230442.532882 + Penalty 3008.814794 = -1227433.718088
  nChanged 180
		SP:Iteration 15Q (231042.410000 sec): 3 clusters
  Score: Raw -1230549.676207 + Penalty 3008.814794 = -1227540.861413
  nChanged 176
		SP:Iteration 16Q (231042.550000 sec): 3 clusters
  Score: Raw -1230671.363722 + Penalty 3008.814794 = -1227662.548928
  nChanged 175
		SP:Iteration 17Q (231042.700000 sec): 3 clusters
  Score: Raw -1230771.492626 + Penalty 3008.814794 = -1227762.677832
  nChanged 172
		SP:Iteration 18Q (231042.870000 sec): 3 clusters
  Score: Raw -1230868.627683 + Penalty 3008.814794 = -1227859.812889
  nChanged 148
		SP:Iteration 19Q (231043.010000 sec): 3 clusters
  Score: Raw -1230937.433865 + Penalty 3008.814794 = -1227928.619071
  nChanged 132
		SP:Iteration 20F (231043.160000 sec): 3 clusters
  Score: Raw -1230989.407320 + Penalty 3008.814794 = -1227980.592526
  nChanged 103
		SP:Iteration 21Q (231043.330000 sec): 3 clusters
  Score: Raw -1231017.422310 + Penalty 3008.814794 = -1228008.607516
  nChanged 77
		SP:Iteration 22Q (231043.470000 sec): 3 clusters
  Score: Raw -1231038.154069 + Penalty 3008.814794 = -1228029.339275
  nChanged 74
		SP:Iteration 23Q (231043.620000 sec): 3 clusters
  Score: Raw -1231052.181462 + Penalty 3008.814794 = -1228043.366668
  nChanged 44
		SP:Iteration 24Q (231043.780000 sec): 3 clusters
  Score: Raw -1231061.060097 + Penalty 3008.814794 = -1228052.245303
  nChanged 40
		SP:Iteration 25Q (231043.930000 sec): 3 clusters
  Score: Raw -1231068.069186 + Penalty 3008.814794 = -1228059.254392
  nChanged 38
		SP:Iteration 26Q (231044.070000 sec): 3 clusters
  Score: Raw -1231074.274426 + Penalty 3008.814794 = -1228065.459632
  nChanged 34
		SP:Iteration 27Q (231044.240000 sec): 3 clusters
  Score: Raw -1231079.686018 + Penalty 3008.814794 = -1228070.871224
  nChanged 33
		SP:Iteration 28Q (231044.380000 sec): 3 clusters
  Score: Raw -1231085.222677 + Penalty 3008.814794 = -1228076.407883
  nChanged 29
		SP:Iteration 29Q (231044.530000 sec): 3 clusters
  Score: Raw -1231089.777427 + Penalty 3008.814794 = -1228080.962633
  nChanged 26
		SP:Iteration 30Q (231044.700000 sec): 3 clusters
  Score: Raw -1231095.197356 + Penalty 3008.814794 = -1228086.382562
  nChanged 31
		SP:Iteration 31Q (231044.840000 sec): 3 clusters
  Score: Raw -1231100.776052 + Penalty 3008.814794 = -1228091.961258
  nChanged 37
		SP:Iteration 32Q (231044.980000 sec): 3 clusters
  Score: Raw -1231106.548277 + Penalty 3008.814794 = -1228097.733483
  nChanged 34
		SP:Iteration 33Q (231045.160000 sec): 3 clusters
  Score: Raw -1231112.586290 + Penalty 3008.814794 = -1228103.771496
  nChanged 25
		SP:Iteration 34Q (231045.300000 sec): 3 clusters
  Score: Raw -1231116.483027 + Penalty 3008.814794 = -1228107.668233
  nChanged 28
		SP:Iteration 35Q (231045.440000 sec): 3 clusters
  Score: Raw -1231120.668036 + Penalty 3008.814794 = -1228111.853242
  nChanged 33
		SP:Iteration 36Q (231045.610000 sec): 3 clusters
  Score: Raw -1231125.033119 + Penalty 3008.814794 = -1228116.218325
  nChanged 24
		SP:Iteration 37Q (231045.760000 sec): 3 clusters
  Score: Raw -1231128.202012 + Penalty 3008.814794 = -1228119.387218
  nChanged 25
		SP:Iteration 38Q (231045.890000 sec): 3 clusters
  Score: Raw -1231131.922199 + Penalty 3008.814794 = -1228123.107405
  nChanged 30
		SP:Iteration 39Q (231046.060000 sec): 3 clusters
  Score: Raw -1231136.021904 + Penalty 3008.814794 = -1228127.207110
  nChanged 22
		SP:Iteration 40F (231046.230000 sec): 3 clusters
  Score: Raw -1231139.161782 + Penalty 3008.814794 = -1228130.346988
  nChanged 19
		SP:Iteration 41Q (231046.370000 sec): 3 clusters
  Score: Raw -1231141.719205 + Penalty 3008.814794 = -1228132.904411
  nChanged 23
		SP:Iteration 42Q (231046.520000 sec): 3 clusters
  Score: Raw -1231144.732039 + Penalty 3008.814794 = -1228135.917245
  nChanged 20
		SP:Iteration 43Q (231046.690000 sec): 3 clusters
  Score: Raw -1231148.109680 + Penalty 3008.814794 = -1228139.294886
  nChanged 21
		SP:Iteration 44Q (231046.830000 sec): 3 clusters
  Score: Raw -1231151.861185 + Penalty 3008.814794 = -1228143.046391
  nChanged 22
		SP:Iteration 45Q (231046.980000 sec): 3 clusters
  Score: Raw -1231156.323674 + Penalty 3008.814794 = -1228147.508880
  nChanged 25
		SP:Iteration 46Q (231047.140000 sec): 3 clusters
  Score: Raw -1231161.290373 + Penalty 3008.814794 = -1228152.475579
  nChanged 24
		SP:Iteration 47Q (231047.280000 sec): 3 clusters
  Score: Raw -1231164.975283 + Penalty 3008.814794 = -1228156.160489
  nChanged 26
		SP:Iteration 48Q (231047.430000 sec): 3 clusters
  Score: Raw -1231169.152772 + Penalty 3008.814794 = -1228160.337978
  nChanged 31
		SP:Iteration 49Q (231047.600000 sec): 3 clusters
  Score: Raw -1231173.944998 + Penalty 3008.814794 = -1228165.130204
  nChanged 29
		SP:Iteration 50Q (231047.740000 sec): 3 clusters
  Score: Raw -1231177.821767 + Penalty 3008.814794 = -1228169.006973
  nChanged 29
		SP:Iteration 51Q (231047.890000 sec): 3 clusters
  Score: Raw -1231181.766666 + Penalty 3008.814794 = -1228172.951872
  nChanged 25
		SP:Iteration 52Q (231048.060000 sec): 3 clusters
  Score: Raw -1231185.122337 + Penalty 3008.814794 = -1228176.307543
  nChanged 23
		SP:Iteration 53Q (231048.200000 sec): 3 clusters
  Score: Raw -1231188.530155 + Penalty 3008.814794 = -1228179.715361
  nChanged 17
		SP:Iteration 54Q (231048.340000 sec): 3 clusters
  Score: Raw -1231191.809893 + Penalty 3008.814794 = -1228182.995099
  nChanged 26
		SP:Iteration 55Q (231048.510000 sec): 3 clusters
  Score: Raw -1231195.547270 + Penalty 3008.814794 = -1228186.732476
  nChanged 28
		SP:Iteration 56Q (231048.650000 sec): 3 clusters
  Score: Raw -1231199.418247 + Penalty 3008.814794 = -1228190.603453
  nChanged 26
		SP:Iteration 57Q (231048.790000 sec): 3 clusters
  Score: Raw -1231203.201382 + Penalty 3008.814794 = -1228194.386588
  nChanged 28
		SP:Iteration 58Q (231048.970000 sec): 3 clusters
  Score: Raw -1231207.349301 + Penalty 3008.814794 = -1228198.534507
  nChanged 32
		SP:Iteration 59Q (231049.120000 sec): 3 clusters
  Score: Raw -1231212.114916 + Penalty 3008.814794 = -1228203.300122
  nChanged 29
		SP:Iteration 60F (231049.260000 sec): 3 clusters
  Score: Raw -1231215.558966 + Penalty 3008.814794 = -1228206.744172
  nChanged 22
		SP:Iteration 61Q (231049.430000 sec): 3 clusters
  Score: Raw -1231218.717735 + Penalty 3008.814794 = -1228209.902941
  nChanged 29
		SP:Iteration 62Q (231049.580000 sec): 3 clusters
  Score: Raw -1231223.492883 + Penalty 3008.814794 = -1228214.678089
  nChanged 33
		SP:Iteration 63Q (231049.710000 sec): 3 clusters
  Score: Raw -1231228.991195 + Penalty 3008.814794 = -1228220.176401
  nChanged 34
		SP:Iteration 64Q (231049.870000 sec): 3 clusters
  Score: Raw -1231233.882642 + Penalty 3008.814794 = -1228225.067848
  nChanged 27
		SP:Iteration 65Q (231050.040000 sec): 3 clusters
  Score: Raw -1231237.369560 + Penalty 3008.814794 = -1228228.554766
  nChanged 20
		SP:Iteration 66Q (231050.180000 sec): 3 clusters
  Score: Raw -1231239.733617 + Penalty 3008.814794 = -1228230.918823
  nChanged 16
		SP:Iteration 67Q (231050.320000 sec): 3 clusters
  Score: Raw -1231241.540329 + Penalty 3008.814794 = -1228232.725535
  nChanged 15
		SP:Iteration 68Q (231050.490000 sec): 3 clusters
  Score: Raw -1231244.004657 + Penalty 3008.814794 = -1228235.189863
  nChanged 19
		SP:Iteration 69Q (231050.630000 sec): 3 clusters
  Score: Raw -1231246.985118 + Penalty 3008.814794 = -1228238.170324
  nChanged 24
		SP:Iteration 70Q (231050.770000 sec): 3 clusters
  Score: Raw -1231249.923945 + Penalty 3008.814794 = -1228241.109151
  nChanged 23
		SP:Iteration 71Q (231050.940000 sec): 3 clusters
  Score: Raw -1231254.175306 + Penalty 3008.814794 = -1228245.360512
  nChanged 30
		SP:Iteration 72Q (231051.090000 sec): 3 clusters
  Score: Raw -1231259.340817 + Penalty 3008.814794 = -1228250.526023
  nChanged 32
		SP:Iteration 73Q (231051.230000 sec): 3 clusters
  Score: Raw -1231264.660231 + Penalty 3008.814794 = -1228255.845437
  nChanged 31
		SP:Iteration 74Q (231051.390000 sec): 3 clusters
  Score: Raw -1231269.665897 + Penalty 3008.814794 = -1228260.851103
  nChanged 30
		SP:Iteration 75Q (231051.540000 sec): 3 clusters
  Score: Raw -1231275.612559 + Penalty 3008.814794 = -1228266.797765
  nChanged 31
		SP:Iteration 76Q (231051.670000 sec): 3 clusters
  Score: Raw -1231282.224123 + Penalty 3008.814794 = -1228273.409329
  nChanged 46
		SP:Iteration 77Q (231051.830000 sec): 3 clusters
  Score: Raw -1231295.036299 + Penalty 3008.814794 = -1228286.221505
  nChanged 52
		SP:Iteration 78Q (231052.000000 sec): 3 clusters
  Score: Raw -1231307.226318 + Penalty 3008.814794 = -1228298.411524
  nChanged 46
		SP:Iteration 79Q (231052.140000 sec): 3 clusters
  Score: Raw -1231317.323539 + Penalty 3008.814794 = -1228308.508745
  nChanged 36
		SP:Iteration 80F (231052.300000 sec): 3 clusters
  Score: Raw -1231327.092794 + Penalty 3008.814794 = -1228318.278000
  nChanged 46
		SP:Iteration 81Q (231052.460000 sec): 3 clusters
  Score: Raw -1231337.619285 + Penalty 3008.814794 = -1228328.804491
  nChanged 42
		SP:Iteration 82Q (231052.600000 sec): 3 clusters
  Score: Raw -1231349.665100 + Penalty 3008.814794 = -1228340.850306
  nChanged 51
		SP:Iteration 83Q (231052.750000 sec): 3 clusters
  Score: Raw -1231363.635052 + Penalty 3008.814794 = -1228354.820258
  nChanged 48
		SP:Iteration 84Q (231052.920000 sec): 3 clusters
  Score: Raw -1231373.925368 + Penalty 3008.814794 = -1228365.110574
  nChanged 37
		SP:Iteration 85Q (231053.060000 sec): 3 clusters
  Score: Raw -1231381.225644 + Penalty 3008.814794 = -1228372.410850
  nChanged 31
		SP:Iteration 86Q (231053.200000 sec): 3 clusters
  Score: Raw -1231386.164018 + Penalty 3008.814794 = -1228377.349224
  nChanged 33
		SP:Iteration 87Q (231053.360000 sec): 3 clusters
  Score: Raw -1231391.622088 + Penalty 3008.814794 = -1228382.807294
  nChanged 31
		SP:Iteration 88Q (231053.510000 sec): 3 clusters
  Score: Raw -1231397.079675 + Penalty 3008.814794 = -1228388.264881
  nChanged 31
		SP:Iteration 89Q (231053.640000 sec): 3 clusters
  Score: Raw -1231402.462394 + Penalty 3008.814794 = -1228393.647600
  nChanged 27
		SP:Iteration 90Q (231053.800000 sec): 3 clusters
  Score: Raw -1231407.319700 + Penalty 3008.814794 = -1228398.504906
  nChanged 33
		SP:Iteration 91Q (231053.970000 sec): 3 clusters
  Score: Raw -1231413.785426 + Penalty 3008.814794 = -1228404.970632
  nChanged 40
		SP:Iteration 92Q (231054.110000 sec): 3 clusters
  Score: Raw -1231421.563440 + Penalty 3008.814794 = -1228412.748646
  nChanged 29
		SP:Iteration 93Q (231054.250000 sec): 3 clusters
  Score: Raw -1231428.337316 + Penalty 3008.814794 = -1228419.522522
  nChanged 38
		SP:Iteration 94Q (231054.410000 sec): 3 clusters
  Score: Raw -1231435.397497 + Penalty 3008.814794 = -1228426.582703
  nChanged 35
		SP:Iteration 95Q (231054.560000 sec): 3 clusters
  Score: Raw -1231440.841617 + Penalty 3008.814794 = -1228432.026823
  nChanged 29
		SP:Iteration 96Q (231054.700000 sec): 3 clusters
  Score: Raw -1231446.508951 + Penalty 3008.814794 = -1228437.694157
  nChanged 25
		SP:Iteration 97Q (231054.860000 sec): 3 clusters
  Score: Raw -1231450.789247 + Penalty 3008.814794 = -1228441.974453
  nChanged 25
		SP:Iteration 98Q (231055.030000 sec): 3 clusters
  Score: Raw -1231455.341285 + Penalty 3008.814794 = -1228446.526491
  nChanged 19
		SP:Iteration 99Q (231055.160000 sec): 3 clusters
  Score: Raw -1231458.062212 + Penalty 3008.814794 = -1228449.247418
  nChanged 20
		SP:Iteration 100F (231055.320000 sec): 3 clusters
  Score: Raw -1231460.983463 + Penalty 3008.814794 = -1228452.168669
  nChanged 13
		SP:Iteration 101Q (231055.490000 sec): 3 clusters
  Score: Raw -1231463.692753 + Penalty 3008.814794 = -1228454.877959
  nChanged 16
		SP:Iteration 102Q (231055.620000 sec): 3 clusters
  Score: Raw -1231465.950629 + Penalty 3008.814794 = -1228457.135835
  nChanged 12
		SP:Iteration 103Q (231055.800000 sec): 3 clusters
  Score: Raw -1231467.384441 + Penalty 3008.814794 = -1228458.569647
  nChanged 7
		SP:Iteration 104Q (231055.940000 sec): 3 clusters
  Score: Raw -1231468.059781 + Penalty 3008.814794 = -1228459.244987
  nChanged 5
		SP:Iteration 105Q (231056.080000 sec): 3 clusters
  Score: Raw -1231468.640174 + Penalty 3008.814794 = -1228459.825380
  nChanged 4
		SP:Iteration 106Q (231056.250000 sec): 3 clusters
  Score: Raw -1231469.038766 + Penalty 3008.814794 = -1228460.223973
  nChanged 3
		SP:Iteration 107Q (231056.400000 sec): 3 clusters
  Score: Raw -1231469.371584 + Penalty 3008.814794 = -1228460.556790
  nChanged 1
		SP:Iteration 108Q (231056.520000 sec): 3 clusters
  Score: Raw -1231469.509280 + Penalty 3008.814794 = -1228460.694486
  nChanged 1
		SP:Iteration 109Q (231056.680000 sec): 3 clusters
  Score: Raw -1231469.573015 + Penalty 3008.814794 = -1228460.758221
  nChanged 1
		SP:Iteration 110Q (231056.850000 sec): 3 clusters
  Score: Raw -1231469.701846 + Penalty 3008.814794 = -1228460.887052
  nChanged 1
		SP:Iteration 111Q (231056.990000 sec): 3 clusters
  Score: Raw -1231469.843269 + Penalty 3008.814794 = -1228461.028475
  nChanged 1
		SP:Iteration 112Q (231057.130000 sec): 3 clusters
  Score: Raw -1231470.205169 + Penalty 3008.814794 = -1228461.390375
  nChanged 1
		SP:Iteration 113Q (231057.300000 sec): 3 clusters
  Score: Raw -1231470.479869 + Penalty 3008.814794 = -1228461.665075
  nChanged 4
		SP:Iteration 114Q (231057.450000 sec): 3 clusters
  Score: Raw -1231470.992562 + Penalty 3008.814794 = -1228462.177768
  nChanged 4
		SP:Iteration 115Q (231057.580000 sec): 3 clusters
  Score: Raw -1231471.368757 + Penalty 3008.814794 = -1228462.553963
  nChanged 3
		SP:Iteration 116Q (231057.750000 sec): 3 clusters
  Score: Raw -1231471.989100 + Penalty 3008.814794 = -1228463.174306
  nChanged 5
		SP:Iteration 117Q (231057.900000 sec): 3 clusters
  Score: Raw -1231472.624893 + Penalty 3008.814794 = -1228463.810099
  nChanged 5
		SP:Iteration 118Q (231058.030000 sec): 3 clusters
  Score: Raw -1231472.901182 + Penalty 3008.814794 = -1228464.086388
  nChanged 0
		SP:Iteration 119F (231058.190000 sec): 3 clusters
  Score: Raw -1231472.901182 + Penalty 3008.814794 = -1228464.086388
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 43 (1336 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (231058.280000 sec): 2 clusters
  Score: Raw -142664.957773 + Penalty 1169.583245 = -141495.374528
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (231058.310000 sec): 3 clusters
  Score: Raw -142184.958001 + Penalty 2339.166490 = -139845.791510
  nChanged 471
		SP:Iteration 1F (231058.330000 sec): 3 clusters
  Score: Raw -142634.339277 + Penalty 2339.166490 = -140295.172787
  nChanged 126
		SP:Iteration 2F (231058.360000 sec): 3 clusters
  Score: Raw -142779.036902 + Penalty 2339.166490 = -140439.870412
  nChanged 65
		SP:Iteration 3Q (231058.390000 sec): 3 clusters
  Score: Raw -142859.137583 + Penalty 2339.166490 = -140519.971093
  nChanged 44
		SP:Iteration 4Q (231058.410000 sec): 3 clusters
  Score: Raw -142916.134591 + Penalty 2339.166490 = -140576.968101
  nChanged 35
		SP:Iteration 5Q (231058.440000 sec): 3 clusters
  Score: Raw -142952.924704 + Penalty 2339.166490 = -140613.758213
  nChanged 29
		SP:Iteration 6Q (231058.470000 sec): 3 clusters
  Score: Raw -142989.738119 + Penalty 2339.166490 = -140650.571628
  nChanged 28
		SP:Iteration 7Q (231058.490000 sec): 3 clusters
  Score: Raw -143018.473867 + Penalty 2339.166490 = -140679.307377
  nChanged 18
		SP:Iteration 8Q (231058.510000 sec): 3 clusters
  Score: Raw -143036.496767 + Penalty 2339.166490 = -140697.330277
  nChanged 16
		SP:Iteration 9Q (231058.540000 sec): 3 clusters
  Score: Raw -143058.496621 + Penalty 2339.166490 = -140719.330131
  nChanged 14
		SP:Iteration 10Q (231058.570000 sec): 3 clusters
  Score: Raw -143077.510566 + Penalty 2339.166490 = -140738.344076
  nChanged 15
		SP:Iteration 11Q (231058.590000 sec): 3 clusters
  Score: Raw -143090.213279 + Penalty 2339.166490 = -140751.046789
  nChanged 10
		SP:Iteration 12Q (231058.610000 sec): 3 clusters
  Score: Raw -143102.819683 + Penalty 2339.166490 = -140763.653193
  nChanged 15
		SP:Iteration 13Q (231058.640000 sec): 3 clusters
  Score: Raw -143114.511541 + Penalty 2339.166490 = -140775.345050
  nChanged 14
		SP:Iteration 14Q (231058.670000 sec): 3 clusters
  Score: Raw -143123.876693 + Penalty 2339.166490 = -140784.710203
  nChanged 5
		SP:Iteration 15Q (231058.690000 sec): 3 clusters
  Score: Raw -143127.345061 + Penalty 2339.166490 = -140788.178571
  nChanged 1
		SP:Iteration 16Q (231058.710000 sec): 3 clusters
  Score: Raw -143127.743741 + Penalty 2339.166490 = -140788.577251
  nChanged 0
		SP:Iteration 17F (231058.740000 sec): 3 clusters
  Score: Raw -143127.743741 + Penalty 2339.166490 = -140788.577251
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 44 (442 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (231058.790000 sec): 2 clusters
  Score: Raw -50240.980589 + Penalty 989.837856 = -49251.142733
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (231058.800000 sec): 3 clusters
  Score: Raw -50199.746845 + Penalty 1979.675712 = -48220.071134
  nChanged 112
		SP:Iteration 1F (231058.810000 sec): 3 clusters
  Score: Raw -50381.859664 + Penalty 1979.675712 = -48402.183953
  nChanged 29
		SP:Iteration 2F (231058.810000 sec): 3 clusters
  Score: Raw -50444.440961 + Penalty 1979.675712 = -48464.765249
  nChanged 12
		SP:Iteration 3Q (231058.820000 sec): 3 clusters
  Score: Raw -50459.943603 + Penalty 1979.675712 = -48480.267891
  nChanged 9
		SP:Iteration 4Q (231058.840000 sec): 3 clusters
  Score: Raw -50475.034368 + Penalty 1979.675712 = -48495.358657
  nChanged 9
		SP:Iteration 5Q (231058.850000 sec): 3 clusters
  Score: Raw -50491.695319 + Penalty 1979.675712 = -48512.019607
  nChanged 5
		SP:Iteration 6Q (231058.850000 sec): 3 clusters
  Score: Raw -50504.582547 + Penalty 1979.675712 = -48524.906835
  nChanged 5
		SP:Iteration 7Q (231058.860000 sec): 3 clusters
  Score: Raw -50512.787218 + Penalty 1979.675712 = -48533.111506
  nChanged 4
		SP:Iteration 8Q (231058.870000 sec): 3 clusters
  Score: Raw -50523.169460 + Penalty 1979.675712 = -48543.493748
  nChanged 2
		SP:Iteration 9Q (231058.880000 sec): 3 clusters
  Score: Raw -50526.022856 + Penalty 1979.675712 = -48546.347144
  nChanged 2
		SP:Iteration 10Q (231058.890000 sec): 3 clusters
  Score: Raw -50528.643928 + Penalty 1979.675712 = -48548.968216
  nChanged 0
		SP:Iteration 11F (231058.900000 sec): 3 clusters
  Score: Raw -50528.643928 + Penalty 1979.675712 = -48548.968216
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 45 (809 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (231058.950000 sec): 2 clusters
  Score: Raw -92686.409569 + Penalty 1088.067324 = -91598.342245
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (231058.970000 sec): 3 clusters
  Score: Raw -92494.540391 + Penalty 2176.134648 = -90318.405743
  nChanged 233
		SP:Iteration 1F (231058.990000 sec): 3 clusters
  Score: Raw -92825.284609 + Penalty 2176.134648 = -90649.149961
  nChanged 74
		SP:Iteration 2F (231059.000000 sec): 3 clusters
  Score: Raw -92977.098796 + Penalty 2176.134648 = -90800.964148
  nChanged 53
		SP:Iteration 3F (231059.020000 sec): 3 clusters
  Score: Raw -93078.385008 + Penalty 2176.134648 = -90902.250360
  nChanged 34
		SP:Iteration 4Q (231059.040000 sec): 3 clusters
  Score: Raw -93148.166575 + Penalty 2176.134648 = -90972.031927
  nChanged 30
		SP:Iteration 5Q (231059.050000 sec): 3 clusters
  Score: Raw -93242.132994 + Penalty 2176.134648 = -91065.998346
  nChanged 31
		SP:Iteration 6Q (231059.070000 sec): 3 clusters
  Score: Raw -93325.298368 + Penalty 2176.134648 = -91149.163720
  nChanged 25
		SP:Iteration 7Q (231059.080000 sec): 3 clusters
  Score: Raw -93389.438894 + Penalty 2176.134648 = -91213.304246
  nChanged 24
		SP:Iteration 8Q (231059.090000 sec): 3 clusters
  Score: Raw -93448.502352 + Penalty 2176.134648 = -91272.367704
  nChanged 19
		SP:Iteration 9Q (231059.110000 sec): 3 clusters
  Score: Raw -93509.530142 + Penalty 2176.134648 = -91333.395494
  nChanged 14
		SP:Iteration 10Q (231059.130000 sec): 3 clusters
  Score: Raw -93575.698664 + Penalty 2176.134648 = -91399.564016
  nChanged 13
		SP:Iteration 11Q (231059.140000 sec): 3 clusters
  Score: Raw -93642.051399 + Penalty 2176.134648 = -91465.916751
  nChanged 13
		SP:Iteration 12Q (231059.150000 sec): 3 clusters
  Score: Raw -93704.693331 + Penalty 2176.134648 = -91528.558683
  nChanged 16
		SP:Iteration 13Q (231059.170000 sec): 3 clusters
  Score: Raw -93775.595539 + Penalty 2176.134648 = -91599.460891
  nChanged 15
		SP:Iteration 14Q (231059.190000 sec): 3 clusters
  Score: Raw -93849.489456 + Penalty 2176.134648 = -91673.354808
  nChanged 9
		SP:Iteration 15Q (231059.200000 sec): 3 clusters
  Score: Raw -93882.125574 + Penalty 2176.134648 = -91705.990926
  nChanged 6
		SP:Iteration 16Q (231059.220000 sec): 3 clusters
  Score: Raw -93892.495414 + Penalty 2176.134648 = -91716.360766
  nChanged 2
		SP:Iteration 17Q (231059.230000 sec): 3 clusters
  Score: Raw -93898.002251 + Penalty 2176.134648 = -91721.867602
  nChanged 0
		SP:Iteration 18F (231059.250000 sec): 3 clusters
  Score: Raw -93898.002251 + Penalty 2176.134648 = -91721.867602
  nChanged 0
  Score: Raw -119184637.343856 + Penalty 281295.855392 = -118903341.488464

Splitting cluster 45 changes total score from -118904380.262626 to -118903341.488464

 So it's not getting split.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 46 (3739 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (231433.130000 sec): 2 clusters
  Score: Raw -440280.246536 + Penalty 1336.818190 = -438943.428346
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (231433.230000 sec): 3 clusters
  Score: Raw -438462.907766 + Penalty 2673.636379 = -435789.271387
  nChanged 1481
		SP:Iteration 1F (231433.300000 sec): 3 clusters
  Score: Raw -439399.193449 + Penalty 2673.636379 = -436725.557070
  nChanged 338
		SP:Iteration 2F (231433.370000 sec): 3 clusters
  Score: Raw -439696.621822 + Penalty 2673.636379 = -437022.985442
  nChanged 270
		SP:Iteration 3F (231433.440000 sec): 3 clusters
  Score: Raw -439933.439567 + Penalty 2673.636379 = -437259.803188
  nChanged 222
		SP:Iteration 4F (231433.510000 sec): 3 clusters
  Score: Raw -440077.831877 + Penalty 2673.636379 = -437404.195498
  nChanged 145
		SP:Iteration 5Q (231433.580000 sec): 3 clusters
  Score: Raw -440154.426691 + Penalty 2673.636379 = -437480.790312
  nChanged 106
		SP:Iteration 6Q (231433.650000 sec): 3 clusters
  Score: Raw -440217.102360 + Penalty 2673.636379 = -437543.465981
  nChanged 85
		SP:Iteration 7Q (231433.710000 sec): 3 clusters
  Score: Raw -440258.309160 + Penalty 2673.636379 = -437584.672781
  nChanged 70
		SP:Iteration 8Q (231433.780000 sec): 3 clusters
  Score: Raw -440285.993756 + Penalty 2673.636379 = -437612.357377
  nChanged 52
		SP:Iteration 9Q (231433.850000 sec): 3 clusters
  Score: Raw -440306.760708 + Penalty 2673.636379 = -437633.124328
  nChanged 36
		SP:Iteration 10Q (231433.920000 sec): 3 clusters
  Score: Raw -440323.021287 + Penalty 2673.636379 = -437649.384908
  nChanged 28
		SP:Iteration 11Q (231433.990000 sec): 3 clusters
  Score: Raw -440337.539097 + Penalty 2673.636379 = -437663.902717
  nChanged 23
		SP:Iteration 12Q (231434.050000 sec): 3 clusters
  Score: Raw -440345.997913 + Penalty 2673.636379 = -437672.361533
  nChanged 25
		SP:Iteration 13Q (231434.120000 sec): 3 clusters
  Score: Raw -440357.034412 + Penalty 2673.636379 = -437683.398033
  nChanged 25
		SP:Iteration 14Q (231434.190000 sec): 3 clusters
  Score: Raw -440368.232773 + Penalty 2673.636379 = -437694.596393
  nChanged 26
		SP:Iteration 15Q (231434.260000 sec): 3 clusters
  Score: Raw -440374.962391 + Penalty 2673.636379 = -437701.326012
  nChanged 14
		SP:Iteration 16Q (231434.330000 sec): 3 clusters
  Score: Raw -440379.537068 + Penalty 2673.636379 = -437705.900689
  nChanged 10
		SP:Iteration 17Q (231434.390000 sec): 3 clusters
  Score: Raw -440381.748535 + Penalty 2673.636379 = -437708.112156
  nChanged 13
		SP:Iteration 18Q (231434.460000 sec): 3 clusters
  Score: Raw -440385.243474 + Penalty 2673.636379 = -437711.607094
  nChanged 14
		SP:Iteration 19Q (231434.530000 sec): 3 clusters
  Score: Raw -440389.347805 + Penalty 2673.636379 = -437715.711425
  nChanged 13
		SP:Iteration 20F (231434.600000 sec): 3 clusters
  Score: Raw -440392.864795 + Penalty 2673.636379 = -437719.228416
  nChanged 17
		SP:Iteration 21Q (231434.660000 sec): 3 clusters
  Score: Raw -440399.463102 + Penalty 2673.636379 = -437725.826722
  nChanged 19
		SP:Iteration 22Q (231434.730000 sec): 3 clusters
  Score: Raw -440405.274814 + Penalty 2673.636379 = -437731.638435
  nChanged 13
		SP:Iteration 23Q (231434.800000 sec): 3 clusters
  Score: Raw -440409.211868 + Penalty 2673.636379 = -437735.575489
  nChanged 11
		SP:Iteration 24Q (231434.870000 sec): 3 clusters
  Score: Raw -440412.274601 + Penalty 2673.636379 = -437738.638222
  nChanged 12
		SP:Iteration 25Q (231434.930000 sec): 3 clusters
  Score: Raw -440415.092361 + Penalty 2673.636379 = -437741.455982
  nChanged 8
		SP:Iteration 26Q (231435.000000 sec): 3 clusters
  Score: Raw -440416.579176 + Penalty 2673.636379 = -437742.942797
  nChanged 5
		SP:Iteration 27Q (231435.070000 sec): 3 clusters
  Score: Raw -440417.820985 + Penalty 2673.636379 = -437744.184606
  nChanged 6
		SP:Iteration 28Q (231435.140000 sec): 3 clusters
  Score: Raw -440418.767794 + Penalty 2673.636379 = -437745.131415
  nChanged 3
		SP:Iteration 29Q (231435.210000 sec): 3 clusters
  Score: Raw -440419.676944 + Penalty 2673.636379 = -437746.040564
  nChanged 4
		SP:Iteration 30Q (231435.270000 sec): 3 clusters
  Score: Raw -440420.905528 + Penalty 2673.636379 = -437747.269149
  nChanged 4
		SP:Iteration 31Q (231435.340000 sec): 3 clusters
  Score: Raw -440421.934752 + Penalty 2673.636379 = -437748.298373
  nChanged 7
		SP:Iteration 32Q (231435.410000 sec): 3 clusters
  Score: Raw -440424.184958 + Penalty 2673.636379 = -437750.548578
  nChanged 8
		SP:Iteration 33Q (231435.470000 sec): 3 clusters
  Score: Raw -440427.105701 + Penalty 2673.636379 = -437753.469321
  nChanged 11
		SP:Iteration 34Q (231435.540000 sec): 3 clusters
  Score: Raw -440430.492449 + Penalty 2673.636379 = -437756.856070
  nChanged 5
		SP:Iteration 35Q (231435.610000 sec): 3 clusters
  Score: Raw -440432.042486 + Penalty 2673.636379 = -437758.406106
  nChanged 3
		SP:Iteration 36Q (231435.680000 sec): 3 clusters
  Score: Raw -440432.802776 + Penalty 2673.636379 = -437759.166397
  nChanged 4
		SP:Iteration 37Q (231435.750000 sec): 3 clusters
  Score: Raw -440433.519207 + Penalty 2673.636379 = -437759.882827
  nChanged 3
		SP:Iteration 38Q (231435.810000 sec): 3 clusters
  Score: Raw -440434.295990 + Penalty 2673.636379 = -437760.659610
  nChanged 2
		SP:Iteration 39Q (231435.880000 sec): 3 clusters
  Score: Raw -440434.942931 + Penalty 2673.636379 = -437761.306552
  nChanged 5
		SP:Iteration 40F (231435.950000 sec): 3 clusters
  Score: Raw -440436.152930 + Penalty 2673.636379 = -437762.516550
  nChanged 4
		SP:Iteration 41Q (231436.020000 sec): 3 clusters
  Score: Raw -440437.109430 + Penalty 2673.636379 = -437763.473051
  nChanged 5
		SP:Iteration 42Q (231436.080000 sec): 3 clusters
  Score: Raw -440438.824341 + Penalty 2673.636379 = -437765.187962
  nChanged 5
		SP:Iteration 43Q (231436.150000 sec): 3 clusters
  Score: Raw -440440.508358 + Penalty 2673.636379 = -437766.871979
  nChanged 8
		SP:Iteration 44Q (231436.220000 sec): 3 clusters
  Score: Raw -440442.535340 + Penalty 2673.636379 = -437768.898961
  nChanged 7
		SP:Iteration 45Q (231436.290000 sec): 3 clusters
  Score: Raw -440444.334571 + Penalty 2673.636379 = -437770.698192
  nChanged 6
		SP:Iteration 46Q (231436.350000 sec): 3 clusters
  Score: Raw -440446.079505 + Penalty 2673.636379 = -437772.443126
  nChanged 8
		SP:Iteration 47Q (231436.420000 sec): 3 clusters
  Score: Raw -440448.408674 + Penalty 2673.636379 = -437774.772295
  nChanged 5
		SP:Iteration 48Q (231436.490000 sec): 3 clusters
  Score: Raw -440449.930776 + Penalty 2673.636379 = -437776.294397
  nChanged 5
		SP:Iteration 49Q (231436.560000 sec): 3 clusters
  Score: Raw -440451.272655 + Penalty 2673.636379 = -437777.636276
  nChanged 4
		SP:Iteration 50Q (231436.620000 sec): 3 clusters
  Score: Raw -440452.019981 + Penalty 2673.636379 = -437778.383602
  nChanged 2
		SP:Iteration 51Q (231436.690000 sec): 3 clusters
  Score: Raw -440452.711637 + Penalty 2673.636379 = -437779.075258
  nChanged 4
		SP:Iteration 52Q (231436.760000 sec): 3 clusters
  Score: Raw -440453.665988 + Penalty 2673.636379 = -437780.029609
  nChanged 7
		SP:Iteration 53Q (231436.830000 sec): 3 clusters
  Score: Raw -440455.825535 + Penalty 2673.636379 = -437782.189155
  nChanged 7
		SP:Iteration 54Q (231436.890000 sec): 3 clusters
  Score: Raw -440458.285186 + Penalty 2673.636379 = -437784.648806
  nChanged 6
		SP:Iteration 55Q (231436.960000 sec): 3 clusters
  Score: Raw -440459.858579 + Penalty 2673.636379 = -437786.222200
  nChanged 4
		SP:Iteration 56Q (231437.030000 sec): 3 clusters
  Score: Raw -440460.658426 + Penalty 2673.636379 = -437787.022047
  nChanged 2
		SP:Iteration 57Q (231437.090000 sec): 3 clusters
  Score: Raw -440460.973768 + Penalty 2673.636379 = -437787.337389
  nChanged 2
		SP:Iteration 58Q (231437.160000 sec): 3 clusters
  Score: Raw -440461.592098 + Penalty 2673.636379 = -437787.955718
  nChanged 1
		SP:Iteration 59Q (231437.230000 sec): 3 clusters
  Score: Raw -440461.900301 + Penalty 2673.636379 = -437788.263921
  nChanged 3
		SP:Iteration 60F (231437.300000 sec): 3 clusters
  Score: Raw -440462.510752 + Penalty 2673.636379 = -437788.874373
  nChanged 3
		SP:Iteration 61Q (231437.370000 sec): 3 clusters
  Score: Raw -440463.730813 + Penalty 2673.636379 = -437790.094434
  nChanged 6
		SP:Iteration 62Q (231437.430000 sec): 3 clusters
  Score: Raw -440465.205120 + Penalty 2673.636379 = -437791.568741
  nChanged 8
		SP:Iteration 63Q (231437.500000 sec): 3 clusters
  Score: Raw -440467.826199 + Penalty 2673.636379 = -437794.189820
  nChanged 8
		SP:Iteration 64Q (231437.570000 sec): 3 clusters
  Score: Raw -440469.700474 + Penalty 2673.636379 = -437796.064095
  nChanged 5
		SP:Iteration 65Q (231437.630000 sec): 3 clusters
  Score: Raw -440470.581501 + Penalty 2673.636379 = -437796.945121
  nChanged 3
		SP:Iteration 66Q (231437.700000 sec): 3 clusters
  Score: Raw -440471.166124 + Penalty 2673.636379 = -437797.529745
  nChanged 1
		SP:Iteration 67Q (231437.770000 sec): 3 clusters
  Score: Raw -440471.320073 + Penalty 2673.636379 = -437797.683694
  nChanged 0
		SP:Iteration 68F (231437.840000 sec): 3 clusters
  Score: Raw -440471.320073 + Penalty 2673.636379 = -437797.683694
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 47 (7888 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (231437.940000 sec): 2 clusters
  Score: Raw -881151.431617 + Penalty 1458.128408 = -879693.303209
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (231438.080000 sec): 3 clusters
  Score: Raw -876828.410609 + Penalty 2916.256816 = -873912.153793
  nChanged 3353
		SP:Iteration 1F (231438.200000 sec): 3 clusters
  Score: Raw -878798.383047 + Penalty 2916.256816 = -875882.126231
  nChanged 519
		SP:Iteration 2F (231438.320000 sec): 3 clusters
  Score: Raw -879109.393368 + Penalty 2916.256816 = -876193.136552
  nChanged 446
		SP:Iteration 3F (231438.450000 sec): 3 clusters
  Score: Raw -879375.072199 + Penalty 2916.256816 = -876458.815383
  nChanged 410
		SP:Iteration 4F (231438.580000 sec): 3 clusters
  Score: Raw -879582.598237 + Penalty 2916.256816 = -876666.341421
  nChanged 358
		SP:Iteration 5Q (231438.700000 sec): 3 clusters
  Score: Raw -879751.297307 + Penalty 2916.256816 = -876835.040491
  nChanged 347
		SP:Iteration 6Q (231438.820000 sec): 3 clusters
  Score: Raw -879920.984557 + Penalty 2916.256816 = -877004.727741
  nChanged 333
		SP:Iteration 7Q (231438.950000 sec): 3 clusters
  Score: Raw -880094.767208 + Penalty 2916.256816 = -877178.510391
  nChanged 335
		SP:Iteration 8Q (231439.080000 sec): 3 clusters
  Score: Raw -880254.552480 + Penalty 2916.256816 = -877338.295663
  nChanged 304
		SP:Iteration 9Q (231439.200000 sec): 3 clusters
  Score: Raw -880404.185095 + Penalty 2916.256816 = -877487.928279
  nChanged 301
		SP:Iteration 10Q (231439.320000 sec): 3 clusters
  Score: Raw -880566.869557 + Penalty 2916.256816 = -877650.612741
  nChanged 307
		SP:Iteration 11Q (231439.450000 sec): 3 clusters
  Score: Raw -880742.024680 + Penalty 2916.256816 = -877825.767864
  nChanged 301
		SP:Iteration 12Q (231439.570000 sec): 3 clusters
  Score: Raw -880920.042505 + Penalty 2916.256816 = -878003.785689
  nChanged 330
		SP:Iteration 13Q (231439.700000 sec): 3 clusters
  Score: Raw -881153.100331 + Penalty 2916.256816 = -878236.843515
  nChanged 318
		SP:Iteration 14Q (231439.820000 sec): 3 clusters
  Score: Raw -881371.105872 + Penalty 2916.256816 = -878454.849056
  nChanged 263
		SP:Iteration 15Q (231439.940000 sec): 3 clusters
  Score: Raw -881563.598085 + Penalty 2916.256816 = -878647.341269
  nChanged 224
		SP:Iteration 16Q (231440.070000 sec): 3 clusters
  Score: Raw -881733.070242 + Penalty 2916.256816 = -878816.813426
  nChanged 177
		SP:Iteration 17Q (231440.190000 sec): 3 clusters
  Score: Raw -881857.332267 + Penalty 2916.256816 = -878941.075451
  nChanged 124
		SP:Iteration 18Q (231440.310000 sec): 3 clusters
  Score: Raw -881945.116424 + Penalty 2916.256816 = -879028.859608
  nChanged 82
		SP:Iteration 19Q (231440.430000 sec): 3 clusters
  Score: Raw -882002.153734 + Penalty 2916.256816 = -879085.896918
  nChanged 60
		SP:Iteration 20F (231440.550000 sec): 3 clusters
  Score: Raw -882043.402169 + Penalty 2916.256816 = -879127.145353
  nChanged 36
		SP:Iteration 21Q (231440.670000 sec): 3 clusters
  Score: Raw -882066.048379 + Penalty 2916.256816 = -879149.791563
  nChanged 28
		SP:Iteration 22Q (231440.790000 sec): 3 clusters
  Score: Raw -882083.865228 + Penalty 2916.256816 = -879167.608412
  nChanged 25
		SP:Iteration 23Q (231440.910000 sec): 3 clusters
  Score: Raw -882102.246808 + Penalty 2916.256816 = -879185.989992
  nChanged 24
		SP:Iteration 24Q (231441.030000 sec): 3 clusters
  Score: Raw -882121.996624 + Penalty 2916.256816 = -879205.739807
  nChanged 24
		SP:Iteration 25Q (231441.150000 sec): 3 clusters
  Score: Raw -882140.150707 + Penalty 2916.256816 = -879223.893890
  nChanged 14
		SP:Iteration 26Q (231441.270000 sec): 3 clusters
  Score: Raw -882150.553604 + Penalty 2916.256816 = -879234.296788
  nChanged 8
		SP:Iteration 27Q (231441.390000 sec): 3 clusters
  Score: Raw -882156.685514 + Penalty 2916.256816 = -879240.428698
  nChanged 6
		SP:Iteration 28Q (231441.510000 sec): 3 clusters
  Score: Raw -882160.952509 + Penalty 2916.256816 = -879244.695693
  nChanged 3
		SP:Iteration 29Q (231441.630000 sec): 3 clusters
  Score: Raw -882162.695844 + Penalty 2916.256816 = -879246.439028
  nChanged 4
		SP:Iteration 30Q (231441.750000 sec): 3 clusters
  Score: Raw -882166.744597 + Penalty 2916.256816 = -879250.487781
  nChanged 6
		SP:Iteration 31Q (231441.870000 sec): 3 clusters
  Score: Raw -882172.015496 + Penalty 2916.256816 = -879255.758680
  nChanged 10
		SP:Iteration 32Q (231441.980000 sec): 3 clusters
  Score: Raw -882181.185393 + Penalty 2916.256816 = -879264.928577
  nChanged 13
		SP:Iteration 33Q (231442.100000 sec): 3 clusters
  Score: Raw -882196.908100 + Penalty 2916.256816 = -879280.651284
  nChanged 9
		SP:Iteration 34Q (231442.220000 sec): 3 clusters
  Score: Raw -882205.950940 + Penalty 2916.256816 = -879289.694123
  nChanged 5
		SP:Iteration 35Q (231442.340000 sec): 3 clusters
  Score: Raw -882209.158470 + Penalty 2916.256816 = -879292.901654
  nChanged 1
		SP:Iteration 36Q (231442.460000 sec): 3 clusters
  Score: Raw -882210.866284 + Penalty 2916.256816 = -879294.609468
  nChanged 3
		SP:Iteration 37Q (231442.580000 sec): 3 clusters
  Score: Raw -882213.004547 + Penalty 2916.256816 = -879296.747731
  nChanged 3
		SP:Iteration 38Q (231442.690000 sec): 3 clusters
  Score: Raw -882216.912929 + Penalty 2916.256816 = -879300.656112
  nChanged 2
		SP:Iteration 39Q (231442.810000 sec): 3 clusters
  Score: Raw -882218.037495 + Penalty 2916.256816 = -879301.780678
  nChanged 2
		SP:Iteration 40F (231442.940000 sec): 3 clusters
  Score: Raw -882219.830050 + Penalty 2916.256816 = -879303.573234
  nChanged 2
		SP:Iteration 41Q (231443.050000 sec): 3 clusters
  Score: Raw -882221.284977 + Penalty 2916.256816 = -879305.028161
  nChanged 2
		SP:Iteration 42Q (231443.170000 sec): 3 clusters
  Score: Raw -882222.451240 + Penalty 2916.256816 = -879306.194424
  nChanged 2
		SP:Iteration 43Q (231443.290000 sec): 3 clusters
  Score: Raw -882223.692624 + Penalty 2916.256816 = -879307.435807
  nChanged 0
		SP:Iteration 44F (231443.420000 sec): 3 clusters
  Score: Raw -882223.692624 + Penalty 2916.256816 = -879307.435807
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 48 (3894 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (231443.500000 sec): 2 clusters
  Score: Raw -438844.762274 + Penalty 1343.418730 = -437501.343543
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (231443.590000 sec): 3 clusters
  Score: Raw -436893.949839 + Penalty 2686.837460 = -434207.112378
  nChanged 1531
		SP:Iteration 1F (231443.680000 sec): 3 clusters
  Score: Raw -437751.284190 + Penalty 2686.837460 = -435064.446730
  nChanged 279
		SP:Iteration 2F (231443.740000 sec): 3 clusters
  Score: Raw -437925.256499 + Penalty 2686.837460 = -435238.419039
  nChanged 228
		SP:Iteration 3F (231443.820000 sec): 3 clusters
  Score: Raw -438079.821782 + Penalty 2686.837460 = -435392.984321
  nChanged 218
		SP:Iteration 4F (231443.890000 sec): 3 clusters
  Score: Raw -438244.377074 + Penalty 2686.837460 = -435557.539613
  nChanged 219
		SP:Iteration 5F (231443.960000 sec): 3 clusters
  Score: Raw -438464.981761 + Penalty 2686.837460 = -435778.144301
  nChanged 241
		SP:Iteration 6F (231444.030000 sec): 3 clusters
  Score: Raw -438716.231241 + Penalty 2686.837460 = -436029.393780
  nChanged 223
		SP:Iteration 7F (231444.100000 sec): 3 clusters
  Score: Raw -438979.112614 + Penalty 2686.837460 = -436292.275153
  nChanged 216
		SP:Iteration 8F (231444.170000 sec): 3 clusters
  Score: Raw -439188.825151 + Penalty 2686.837460 = -436501.987691
  nChanged 163
		SP:Iteration 9Q (231444.240000 sec): 3 clusters
  Score: Raw -439340.183724 + Penalty 2686.837460 = -436653.346264
  nChanged 142
		SP:Iteration 10Q (231444.310000 sec): 3 clusters
  Score: Raw -439467.424378 + Penalty 2686.837460 = -436780.586917
  nChanged 107
		SP:Iteration 11Q (231444.380000 sec): 3 clusters
  Score: Raw -439562.540110 + Penalty 2686.837460 = -436875.702649
  nChanged 90
		SP:Iteration 12Q (231444.440000 sec): 3 clusters
  Score: Raw -439646.953724 + Penalty 2686.837460 = -436960.116263
  nChanged 75
		SP:Iteration 13Q (231444.510000 sec): 3 clusters
  Score: Raw -439709.639502 + Penalty 2686.837460 = -437022.802042
  nChanged 60
		SP:Iteration 14Q (231444.580000 sec): 3 clusters
  Score: Raw -439767.925462 + Penalty 2686.837460 = -437081.088002
  nChanged 52
		SP:Iteration 15Q (231444.650000 sec): 3 clusters
  Score: Raw -439816.530287 + Penalty 2686.837460 = -437129.692827
  nChanged 35
		SP:Iteration 16Q (231444.720000 sec): 3 clusters
  Score: Raw -439847.537796 + Penalty 2686.837460 = -437160.700336
  nChanged 33
		SP:Iteration 17Q (231444.780000 sec): 3 clusters
  Score: Raw -439867.608748 + Penalty 2686.837460 = -437180.771288
  nChanged 21
		SP:Iteration 18Q (231444.850000 sec): 3 clusters
  Score: Raw -439879.141961 + Penalty 2686.837460 = -437192.304501
  nChanged 14
		SP:Iteration 19Q (231444.920000 sec): 3 clusters
  Score: Raw -439884.655770 + Penalty 2686.837460 = -437197.818310
  nChanged 10
		SP:Iteration 20F (231444.990000 sec): 3 clusters
  Score: Raw -439887.464927 + Penalty 2686.837460 = -437200.627467
  nChanged 3
		SP:Iteration 21Q (231445.060000 sec): 3 clusters
  Score: Raw -439888.351170 + Penalty 2686.837460 = -437201.513709
  nChanged 3
		SP:Iteration 22Q (231445.120000 sec): 3 clusters
  Score: Raw -439888.816528 + Penalty 2686.837460 = -437201.979068
  nChanged 1
		SP:Iteration 23Q (231445.190000 sec): 3 clusters
  Score: Raw -439888.899444 + Penalty 2686.837460 = -437202.061984
  nChanged 1
		SP:Iteration 24Q (231445.260000 sec): 3 clusters
  Score: Raw -439889.103438 + Penalty 2686.837460 = -437202.265978
  nChanged 1
		SP:Iteration 25Q (231445.320000 sec): 3 clusters
  Score: Raw -439889.392541 + Penalty 2686.837460 = -437202.555081
  nChanged 1
		SP:Iteration 26Q (231445.390000 sec): 3 clusters
  Score: Raw -439889.790934 + Penalty 2686.837460 = -437202.953473
  nChanged 0
		SP:Iteration 27F (231445.460000 sec): 3 clusters
  Score: Raw -439889.790934 + Penalty 2686.837460 = -437202.953473
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 49 (2011 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (231445.530000 sec): 2 clusters
  Score: Raw -251518.259467 + Penalty 1236.037951 = -250282.221516
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (231445.570000 sec): 3 clusters
  Score: Raw -250642.048133 + Penalty 2472.075902 = -248169.972232
  nChanged 717
		SP:Iteration 1F (231445.610000 sec): 3 clusters
  Score: Raw -251053.081792 + Penalty 2472.075902 = -248581.005890
  nChanged 140
		SP:Iteration 2F (231445.650000 sec): 3 clusters
  Score: Raw -251149.493851 + Penalty 2472.075902 = -248677.417949
  nChanged 104
		SP:Iteration 3F (231445.690000 sec): 3 clusters
  Score: Raw -251215.950018 + Penalty 2472.075902 = -248743.874116
  nChanged 67
		SP:Iteration 4Q (231445.720000 sec): 3 clusters
  Score: Raw -251256.223083 + Penalty 2472.075902 = -248784.147181
  nChanged 55
		SP:Iteration 5Q (231445.760000 sec): 3 clusters
  Score: Raw -251279.396379 + Penalty 2472.075902 = -248807.320477
  nChanged 34
		SP:Iteration 6Q (231445.800000 sec): 3 clusters
  Score: Raw -251296.695220 + Penalty 2472.075902 = -248824.619318
  nChanged 24
		SP:Iteration 7Q (231445.840000 sec): 3 clusters
  Score: Raw -251306.723710 + Penalty 2472.075902 = -248834.647808
  nChanged 18
		SP:Iteration 8Q (231445.880000 sec): 3 clusters
  Score: Raw -251312.829582 + Penalty 2472.075902 = -248840.753680
  nChanged 15
		SP:Iteration 9Q (231445.920000 sec): 3 clusters
  Score: Raw -251319.983188 + Penalty 2472.075902 = -248847.907286
  nChanged 13
		SP:Iteration 10Q (231445.960000 sec): 3 clusters
  Score: Raw -251325.853484 + Penalty 2472.075902 = -248853.777582
  nChanged 14
		SP:Iteration 11Q (231446.000000 sec): 3 clusters
  Score: Raw -251331.080947 + Penalty 2472.075902 = -248859.005045
  nChanged 13
		SP:Iteration 12Q (231446.040000 sec): 3 clusters
  Score: Raw -251337.589977 + Penalty 2472.075902 = -248865.514075
  nChanged 19
		SP:Iteration 13Q (231446.080000 sec): 3 clusters
  Score: Raw -251351.074514 + Penalty 2472.075902 = -248878.998613
  nChanged 17
		SP:Iteration 14Q (231446.120000 sec): 3 clusters
  Score: Raw -251361.065382 + Penalty 2472.075902 = -248888.989480
  nChanged 15
		SP:Iteration 15Q (231446.160000 sec): 3 clusters
  Score: Raw -251369.544474 + Penalty 2472.075902 = -248897.468572
  nChanged 12
		SP:Iteration 16Q (231446.190000 sec): 3 clusters
  Score: Raw -251378.542712 + Penalty 2472.075902 = -248906.466810
  nChanged 14
		SP:Iteration 17Q (231446.230000 sec): 3 clusters
  Score: Raw -251386.444334 + Penalty 2472.075902 = -248914.368432
  nChanged 17
		SP:Iteration 18Q (231446.270000 sec): 3 clusters
  Score: Raw -251394.918840 + Penalty 2472.075902 = -248922.842938
  nChanged 12
		SP:Iteration 19Q (231446.310000 sec): 3 clusters
  Score: Raw -251401.775475 + Penalty 2472.075902 = -248929.699574
  nChanged 15
		SP:Iteration 20F (231446.350000 sec): 3 clusters
  Score: Raw -251409.703396 + Penalty 2472.075902 = -248937.627495
  nChanged 13
		SP:Iteration 21Q (231446.390000 sec): 3 clusters
  Score: Raw -251419.215159 + Penalty 2472.075902 = -248947.139257
  nChanged 21
		SP:Iteration 22Q (231446.420000 sec): 3 clusters
  Score: Raw -251430.572842 + Penalty 2472.075902 = -248958.496940
  nChanged 14
		SP:Iteration 23Q (231446.460000 sec): 3 clusters
  Score: Raw -251437.436227 + Penalty 2472.075902 = -248965.360326
  nChanged 12
		SP:Iteration 24Q (231446.500000 sec): 3 clusters
  Score: Raw -251443.742212 + Penalty 2472.075902 = -248971.666310
  nChanged 9
		SP:Iteration 25Q (231446.540000 sec): 3 clusters
  Score: Raw -251448.014729 + Penalty 2472.075902 = -248975.938827
  nChanged 12
		SP:Iteration 26Q (231446.580000 sec): 3 clusters
  Score: Raw -251452.548940 + Penalty 2472.075902 = -248980.473039
  nChanged 9
		SP:Iteration 27Q (231446.620000 sec): 3 clusters
  Score: Raw -251457.699162 + Penalty 2472.075902 = -248985.623261
  nChanged 11
		SP:Iteration 28Q (231446.660000 sec): 3 clusters
  Score: Raw -251461.800344 + Penalty 2472.075902 = -248989.724442
  nChanged 4
		SP:Iteration 29Q (231446.700000 sec): 3 clusters
  Score: Raw -251462.791619 + Penalty 2472.075902 = -248990.715717
  nChanged 2
		SP:Iteration 30Q (231446.740000 sec): 3 clusters
  Score: Raw -251463.711213 + Penalty 2472.075902 = -248991.635312
  nChanged 0
		SP:Iteration 31F (231446.770000 sec): 3 clusters
  Score: Raw -251463.711213 + Penalty 2472.075902 = -248991.635312
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 50 (2530 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (231446.840000 sec): 2 clusters
  Score: Raw -293204.989672 + Penalty 1273.345870 = -291931.643803
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (231446.890000 sec): 3 clusters
  Score: Raw -292036.665587 + Penalty 2546.691739 = -289489.973848
  nChanged 933
		SP:Iteration 1F (231446.940000 sec): 3 clusters
  Score: Raw -292548.276114 + Penalty 2546.691739 = -290001.584375
  nChanged 198
		SP:Iteration 2F (231446.980000 sec): 3 clusters
  Score: Raw -292694.777167 + Penalty 2546.691739 = -290148.085428
  nChanged 131
		SP:Iteration 3F (231447.030000 sec): 3 clusters
  Score: Raw -292804.829896 + Penalty 2546.691739 = -290258.138157
  nChanged 136
		SP:Iteration 4F (231447.080000 sec): 3 clusters
  Score: Raw -292889.579171 + Penalty 2546.691739 = -290342.887432
  nChanged 82
		SP:Iteration 5Q (231447.120000 sec): 3 clusters
  Score: Raw -292953.182306 + Penalty 2546.691739 = -290406.490567
  nChanged 93
		SP:Iteration 6Q (231447.170000 sec): 3 clusters
  Score: Raw -293029.293177 + Penalty 2546.691739 = -290482.601438
  nChanged 107
		SP:Iteration 7Q (231447.220000 sec): 3 clusters
  Score: Raw -293108.968522 + Penalty 2546.691739 = -290562.276783
  nChanged 75
		SP:Iteration 8Q (231447.260000 sec): 3 clusters
  Score: Raw -293160.372012 + Penalty 2546.691739 = -290613.680273
  nChanged 60
		SP:Iteration 9Q (231447.310000 sec): 3 clusters
  Score: Raw -293199.340631 + Penalty 2546.691739 = -290652.648892
  nChanged 63
		SP:Iteration 10Q (231447.360000 sec): 3 clusters
  Score: Raw -293237.452368 + Penalty 2546.691739 = -290690.760629
  nChanged 48
		SP:Iteration 11Q (231447.400000 sec): 3 clusters
  Score: Raw -293263.668056 + Penalty 2546.691739 = -290716.976317
  nChanged 37
		SP:Iteration 12Q (231447.450000 sec): 3 clusters
  Score: Raw -293280.381445 + Penalty 2546.691739 = -290733.689706
  nChanged 26
		SP:Iteration 13Q (231447.490000 sec): 3 clusters
  Score: Raw -293297.589996 + Penalty 2546.691739 = -290750.898257
  nChanged 32
		SP:Iteration 14Q (231447.540000 sec): 3 clusters
  Score: Raw -293319.926684 + Penalty 2546.691739 = -290773.234944
  nChanged 28
		SP:Iteration 15Q (231447.580000 sec): 3 clusters
  Score: Raw -293335.507225 + Penalty 2546.691739 = -290788.815486
  nChanged 29
		SP:Iteration 16Q (231447.630000 sec): 3 clusters
  Score: Raw -293353.956184 + Penalty 2546.691739 = -290807.264445
  nChanged 27
		SP:Iteration 17Q (231447.680000 sec): 3 clusters
  Score: Raw -293370.692585 + Penalty 2546.691739 = -290824.000846
  nChanged 21
		SP:Iteration 18Q (231447.720000 sec): 3 clusters
  Score: Raw -293380.139495 + Penalty 2546.691739 = -290833.447756
  nChanged 23
		SP:Iteration 19Q (231447.760000 sec): 3 clusters
  Score: Raw -293392.053568 + Penalty 2546.691739 = -290845.361829
  nChanged 19
		SP:Iteration 20F (231447.810000 sec): 3 clusters
  Score: Raw -293401.578229 + Penalty 2546.691739 = -290854.886490
  nChanged 14
		SP:Iteration 21Q (231447.860000 sec): 3 clusters
  Score: Raw -293408.708799 + Penalty 2546.691739 = -290862.017060
  nChanged 9
		SP:Iteration 22Q (231447.900000 sec): 3 clusters
  Score: Raw -293413.181422 + Penalty 2546.691739 = -290866.489683
  nChanged 13
		SP:Iteration 23Q (231447.950000 sec): 3 clusters
  Score: Raw -293420.657177 + Penalty 2546.691739 = -290873.965438
  nChanged 12
		SP:Iteration 24Q (231447.990000 sec): 3 clusters
  Score: Raw -293429.392258 + Penalty 2546.691739 = -290882.700519
  nChanged 14
		SP:Iteration 25Q (231448.040000 sec): 3 clusters
  Score: Raw -293434.969236 + Penalty 2546.691739 = -290888.277497
  nChanged 12
		SP:Iteration 26Q (231448.080000 sec): 3 clusters
  Score: Raw -293438.712945 + Penalty 2546.691739 = -290892.021206
  nChanged 10
		SP:Iteration 27Q (231448.130000 sec): 3 clusters
  Score: Raw -293442.436195 + Penalty 2546.691739 = -290895.744456
  nChanged 6
		SP:Iteration 28Q (231448.180000 sec): 3 clusters
  Score: Raw -293445.386652 + Penalty 2546.691739 = -290898.694913
  nChanged 5
		SP:Iteration 29Q (231448.220000 sec): 3 clusters
  Score: Raw -293448.566282 + Penalty 2546.691739 = -290901.874543
  nChanged 7
		SP:Iteration 30Q (231448.270000 sec): 3 clusters
  Score: Raw -293451.552472 + Penalty 2546.691739 = -290904.860733
  nChanged 6
		SP:Iteration 31Q (231448.310000 sec): 3 clusters
  Score: Raw -293453.688719 + Penalty 2546.691739 = -290906.996980
  nChanged 5
		SP:Iteration 32Q (231448.360000 sec): 3 clusters
  Score: Raw -293456.898679 + Penalty 2546.691739 = -290910.206940
  nChanged 4
		SP:Iteration 33Q (231448.400000 sec): 3 clusters
  Score: Raw -293459.145646 + Penalty 2546.691739 = -290912.453907
  nChanged 5
		SP:Iteration 34Q (231448.450000 sec): 3 clusters
  Score: Raw -293461.475169 + Penalty 2546.691739 = -290914.783430
  nChanged 4
		SP:Iteration 35Q (231448.500000 sec): 3 clusters
  Score: Raw -293462.393633 + Penalty 2546.691739 = -290915.701894
  nChanged 5
		SP:Iteration 36Q (231448.540000 sec): 3 clusters
  Score: Raw -293465.753495 + Penalty 2546.691739 = -290919.061756
  nChanged 9
		SP:Iteration 37Q (231448.580000 sec): 3 clusters
  Score: Raw -293468.869193 + Penalty 2546.691739 = -290922.177454
  nChanged 4
		SP:Iteration 38Q (231448.630000 sec): 3 clusters
  Score: Raw -293471.401930 + Penalty 2546.691739 = -290924.710191
  nChanged 6
		SP:Iteration 39Q (231448.680000 sec): 3 clusters
  Score: Raw -293474.043342 + Penalty 2546.691739 = -290927.351603
  nChanged 4
		SP:Iteration 40F (231448.720000 sec): 3 clusters
  Score: Raw -293475.464618 + Penalty 2546.691739 = -290928.772879
  nChanged 5
		SP:Iteration 41Q (231448.770000 sec): 3 clusters
  Score: Raw -293477.635370 + Penalty 2546.691739 = -290930.943631
  nChanged 5
		SP:Iteration 42Q (231448.810000 sec): 3 clusters
  Score: Raw -293479.161652 + Penalty 2546.691739 = -290932.469913
  nChanged 2
		SP:Iteration 43Q (231448.860000 sec): 3 clusters
  Score: Raw -293479.890464 + Penalty 2546.691739 = -290933.198725
  nChanged 4
		SP:Iteration 44Q (231448.900000 sec): 3 clusters
  Score: Raw -293482.357984 + Penalty 2546.691739 = -290935.666245
  nChanged 3
		SP:Iteration 45Q (231448.950000 sec): 3 clusters
  Score: Raw -293484.233779 + Penalty 2546.691739 = -290937.542040
  nChanged 4
		SP:Iteration 46Q (231449.000000 sec): 3 clusters
  Score: Raw -293485.250132 + Penalty 2546.691739 = -290938.558392
  nChanged 2
		SP:Iteration 47Q (231449.040000 sec): 3 clusters
  Score: Raw -293485.542698 + Penalty 2546.691739 = -290938.850959
  nChanged 2
		SP:Iteration 48Q (231449.090000 sec): 3 clusters
  Score: Raw -293486.185910 + Penalty 2546.691739 = -290939.494171
  nChanged 3
		SP:Iteration 49Q (231449.130000 sec): 3 clusters
  Score: Raw -293487.455511 + Penalty 2546.691739 = -290940.763772
  nChanged 2
		SP:Iteration 50Q (231449.180000 sec): 3 clusters
  Score: Raw -293488.019419 + Penalty 2546.691739 = -290941.327680
  nChanged 0
		SP:Iteration 51F (231449.220000 sec): 3 clusters
  Score: Raw -293488.019419 + Penalty 2546.691739 = -290941.327680
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 51 (6143 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (231449.330000 sec): 2 clusters
  Score: Raw -727349.144323 + Penalty 1417.498631 = -725931.645692
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (231449.450000 sec): 3 clusters
  Score: Raw -724046.862161 + Penalty 2834.997263 = -721211.864898
  nChanged 2548
		SP:Iteration 1F (231449.560000 sec): 3 clusters
  Score: Raw -725404.319921 + Penalty 2834.997263 = -722569.322658
  nChanged 465
		SP:Iteration 2F (231449.660000 sec): 3 clusters
  Score: Raw -725697.610616 + Penalty 2834.997263 = -722862.613353
  nChanged 432
		SP:Iteration 3F (231449.760000 sec): 3 clusters
  Score: Raw -725988.997518 + Penalty 2834.997263 = -723154.000255
  nChanged 381
		SP:Iteration 4F (231449.870000 sec): 3 clusters
  Score: Raw -726266.126140 + Penalty 2834.997263 = -723431.128877
  nChanged 328
		SP:Iteration 5F (231449.980000 sec): 3 clusters
  Score: Raw -726532.571469 + Penalty 2834.997263 = -723697.574206
  nChanged 336
		SP:Iteration 6F (231450.080000 sec): 3 clusters
  Score: Raw -726815.774192 + Penalty 2834.997263 = -723980.776929
  nChanged 304
		SP:Iteration 7Q (231450.190000 sec): 3 clusters
  Score: Raw -727078.254593 + Penalty 2834.997263 = -724243.257330
  nChanged 294
		SP:Iteration 8Q (231450.300000 sec): 3 clusters
  Score: Raw -727297.301571 + Penalty 2834.997263 = -724462.304308
  nChanged 231
		SP:Iteration 9Q (231450.400000 sec): 3 clusters
  Score: Raw -727433.197307 + Penalty 2834.997263 = -724598.200044
  nChanged 190
		SP:Iteration 10Q (231450.500000 sec): 3 clusters
  Score: Raw -727530.389377 + Penalty 2834.997263 = -724695.392114
  nChanged 145
		SP:Iteration 11Q (231450.600000 sec): 3 clusters
  Score: Raw -727599.546804 + Penalty 2834.997263 = -724764.549541
  nChanged 118
		SP:Iteration 12Q (231450.700000 sec): 3 clusters
  Score: Raw -727657.328473 + Penalty 2834.997263 = -724822.331210
  nChanged 130
		SP:Iteration 13Q (231450.810000 sec): 3 clusters
  Score: Raw -727726.991348 + Penalty 2834.997263 = -724891.994085
  nChanged 110
		SP:Iteration 14Q (231450.910000 sec): 3 clusters
  Score: Raw -727779.164814 + Penalty 2834.997263 = -724944.167551
  nChanged 97
		SP:Iteration 15Q (231451.010000 sec): 3 clusters
  Score: Raw -727817.415564 + Penalty 2834.997263 = -724982.418301
  nChanged 84
		SP:Iteration 16Q (231451.120000 sec): 3 clusters
  Score: Raw -727855.415207 + Penalty 2834.997263 = -725020.417944
  nChanged 76
		SP:Iteration 17Q (231451.220000 sec): 3 clusters
  Score: Raw -727893.122053 + Penalty 2834.997263 = -725058.124791
  nChanged 80
		SP:Iteration 18Q (231451.320000 sec): 3 clusters
  Score: Raw -727932.426510 + Penalty 2834.997263 = -725097.429247
  nChanged 68
		SP:Iteration 19Q (231451.420000 sec): 3 clusters
  Score: Raw -727958.368264 + Penalty 2834.997263 = -725123.371001
  nChanged 55
		SP:Iteration 20F (231451.520000 sec): 3 clusters
  Score: Raw -727979.065984 + Penalty 2834.997263 = -725144.068721
  nChanged 38
		SP:Iteration 21Q (231451.630000 sec): 3 clusters
  Score: Raw -727993.605110 + Penalty 2834.997263 = -725158.607847
  nChanged 47
		SP:Iteration 22Q (231451.730000 sec): 3 clusters
  Score: Raw -728010.357344 + Penalty 2834.997263 = -725175.360082
  nChanged 44
		SP:Iteration 23Q (231451.830000 sec): 3 clusters
  Score: Raw -728027.022639 + Penalty 2834.997263 = -725192.025377
  nChanged 40
		SP:Iteration 24Q (231451.930000 sec): 3 clusters
  Score: Raw -728040.463438 + Penalty 2834.997263 = -725205.466176
  nChanged 41
		SP:Iteration 25Q (231452.040000 sec): 3 clusters
  Score: Raw -728054.492112 + Penalty 2834.997263 = -725219.494849
  nChanged 35
		SP:Iteration 26Q (231452.140000 sec): 3 clusters
  Score: Raw -728064.117237 + Penalty 2834.997263 = -725229.119974
  nChanged 32
		SP:Iteration 27Q (231452.240000 sec): 3 clusters
  Score: Raw -728072.387508 + Penalty 2834.997263 = -725237.390246
  nChanged 33
		SP:Iteration 28Q (231452.340000 sec): 3 clusters
  Score: Raw -728081.844783 + Penalty 2834.997263 = -725246.847520
  nChanged 27
		SP:Iteration 29Q (231452.440000 sec): 3 clusters
  Score: Raw -728089.145361 + Penalty 2834.997263 = -725254.148098
  nChanged 23
		SP:Iteration 30Q (231452.540000 sec): 3 clusters
  Score: Raw -728095.733840 + Penalty 2834.997263 = -725260.736577
  nChanged 20
		SP:Iteration 31Q (231452.650000 sec): 3 clusters
  Score: Raw -728100.131043 + Penalty 2834.997263 = -725265.133780
  nChanged 15
		SP:Iteration 32Q (231452.750000 sec): 3 clusters
  Score: Raw -728103.386858 + Penalty 2834.997263 = -725268.389596
  nChanged 15
		SP:Iteration 33Q (231452.850000 sec): 3 clusters
  Score: Raw -728105.761929 + Penalty 2834.997263 = -725270.764666
  nChanged 9
		SP:Iteration 34Q (231452.950000 sec): 3 clusters
  Score: Raw -728107.367330 + Penalty 2834.997263 = -725272.370067
  nChanged 5
		SP:Iteration 35Q (231453.050000 sec): 3 clusters
  Score: Raw -728107.811158 + Penalty 2834.997263 = -725272.813895
  nChanged 6
		SP:Iteration 36Q (231453.140000 sec): 3 clusters
  Score: Raw -728108.523460 + Penalty 2834.997263 = -725273.526197
  nChanged 6
		SP:Iteration 37Q (231453.250000 sec): 3 clusters
  Score: Raw -728109.210871 + Penalty 2834.997263 = -725274.213608
  nChanged 2
		SP:Iteration 38Q (231453.350000 sec): 3 clusters
  Score: Raw -728109.868062 + Penalty 2834.997263 = -725274.870799
  nChanged 3
		SP:Iteration 39Q (231453.440000 sec): 3 clusters
  Score: Raw -728110.479416 + Penalty 2834.997263 = -725275.482153
  nChanged 2
		SP:Iteration 40F (231453.550000 sec): 3 clusters
  Score: Raw -728110.964286 + Penalty 2834.997263 = -725275.967023
  nChanged 3
		SP:Iteration 41Q (231453.650000 sec): 3 clusters
  Score: Raw -728111.463509 + Penalty 2834.997263 = -725276.466246
  nChanged 5
		SP:Iteration 42Q (231453.760000 sec): 3 clusters
  Score: Raw -728112.565168 + Penalty 2834.997263 = -725277.567905
  nChanged 6
		SP:Iteration 43Q (231453.860000 sec): 3 clusters
  Score: Raw -728113.602978 + Penalty 2834.997263 = -725278.605715
  nChanged 6
		SP:Iteration 44Q (231453.950000 sec): 3 clusters
  Score: Raw -728114.689932 + Penalty 2834.997263 = -725279.692669
  nChanged 4
		SP:Iteration 45Q (231454.050000 sec): 3 clusters
  Score: Raw -728115.402190 + Penalty 2834.997263 = -725280.404927
  nChanged 3
		SP:Iteration 46Q (231454.160000 sec): 3 clusters
  Score: Raw -728115.714887 + Penalty 2834.997263 = -725280.717624
  nChanged 1
		SP:Iteration 47Q (231454.260000 sec): 3 clusters
  Score: Raw -728115.828288 + Penalty 2834.997263 = -725280.831025
  nChanged 1
		SP:Iteration 48Q (231454.360000 sec): 3 clusters
  Score: Raw -728115.941521 + Penalty 2834.997263 = -725280.944258
  nChanged 0
		SP:Iteration 49F (231454.470000 sec): 3 clusters
  Score: Raw -728115.941521 + Penalty 2834.997263 = -725280.944258
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 52 (1062 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (231454.530000 sec): 2 clusters
  Score: Raw -124119.584347 + Penalty 1132.285245 = -122987.299101
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (231454.550000 sec): 3 clusters
  Score: Raw -123787.853326 + Penalty 2264.570491 = -121523.282836
  nChanged 322
		SP:Iteration 1F (231454.570000 sec): 3 clusters
  Score: Raw -124130.647094 + Penalty 2264.570491 = -121866.076604
  nChanged 93
		SP:Iteration 2F (231454.590000 sec): 3 clusters
  Score: Raw -124222.662355 + Penalty 2264.570491 = -121958.091865
  nChanged 46
		SP:Iteration 3Q (231454.610000 sec): 3 clusters
  Score: Raw -124263.951100 + Penalty 2264.570491 = -121999.380610
  nChanged 33
		SP:Iteration 4Q (231454.630000 sec): 3 clusters
  Score: Raw -124292.522787 + Penalty 2264.570491 = -122027.952297
  nChanged 29
		SP:Iteration 5Q (231454.650000 sec): 3 clusters
  Score: Raw -124331.726676 + Penalty 2264.570491 = -122067.156185
  nChanged 23
		SP:Iteration 6Q (231454.670000 sec): 3 clusters
  Score: Raw -124361.109645 + Penalty 2264.570491 = -122096.539155
  nChanged 20
		SP:Iteration 7Q (231454.690000 sec): 3 clusters
  Score: Raw -124377.273797 + Penalty 2264.570491 = -122112.703307
  nChanged 7
		SP:Iteration 8Q (231454.710000 sec): 3 clusters
  Score: Raw -124381.570658 + Penalty 2264.570491 = -122117.000168
  nChanged 8
		SP:Iteration 9Q (231454.730000 sec): 3 clusters
  Score: Raw -124389.916862 + Penalty 2264.570491 = -122125.346372
  nChanged 5
		SP:Iteration 10Q (231454.750000 sec): 3 clusters
  Score: Raw -124392.681918 + Penalty 2264.570491 = -122128.111428
  nChanged 1
		SP:Iteration 11Q (231454.770000 sec): 3 clusters
  Score: Raw -124393.006389 + Penalty 2264.570491 = -122128.435898
  nChanged 0
		SP:Iteration 12F (231454.790000 sec): 3 clusters
  Score: Raw -124393.006389 + Penalty 2264.570491 = -122128.435898
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 53 (695 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (231454.850000 sec): 2 clusters
  Score: Raw -81013.655539 + Penalty 1063.385675 = -79950.269864
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (231454.870000 sec): 3 clusters
  Score: Raw -80860.546230 + Penalty 2126.771350 = -78733.774880
  nChanged 191
		SP:Iteration 1F (231454.880000 sec): 3 clusters
  Score: Raw -81101.832454 + Penalty 2126.771350 = -78975.061104
  nChanged 49
		SP:Iteration 2F (231454.890000 sec): 3 clusters
  Score: Raw -81184.768617 + Penalty 2126.771350 = -79057.997267
  nChanged 28
		SP:Iteration 3Q (231454.910000 sec): 3 clusters
  Score: Raw -81226.891992 + Penalty 2126.771350 = -79100.120642
  nChanged 26
		SP:Iteration 4Q (231454.920000 sec): 3 clusters
  Score: Raw -81281.938369 + Penalty 2126.771350 = -79155.167019
  nChanged 25
		SP:Iteration 5Q (231454.930000 sec): 3 clusters
  Score: Raw -81334.022723 + Penalty 2126.771350 = -79207.251373
  nChanged 21
		SP:Iteration 6Q (231454.950000 sec): 3 clusters
  Score: Raw -81372.711440 + Penalty 2126.771350 = -79245.940090
  nChanged 23
		SP:Iteration 7Q (231454.960000 sec): 3 clusters
  Score: Raw -81412.648239 + Penalty 2126.771350 = -79285.876889
  nChanged 27
		SP:Iteration 8Q (231454.970000 sec): 3 clusters
  Score: Raw -81487.442502 + Penalty 2126.771350 = -79360.671152
  nChanged 27
		SP:Iteration 9Q (231454.990000 sec): 3 clusters
  Score: Raw -81544.545571 + Penalty 2126.771350 = -79417.774221
  nChanged 22
		SP:Iteration 10Q (231455.000000 sec): 3 clusters
  Score: Raw -81588.622042 + Penalty 2126.771350 = -79461.850692
  nChanged 13
		SP:Iteration 11Q (231455.010000 sec): 3 clusters
  Score: Raw -81613.121392 + Penalty 2126.771350 = -79486.350042
  nChanged 11
		SP:Iteration 12Q (231455.030000 sec): 3 clusters
  Score: Raw -81635.459635 + Penalty 2126.771350 = -79508.688285
  nChanged 12
		SP:Iteration 13Q (231455.040000 sec): 3 clusters
  Score: Raw -81649.082759 + Penalty 2126.771350 = -79522.311409
  nChanged 5
		SP:Iteration 14Q (231455.050000 sec): 3 clusters
  Score: Raw -81654.388030 + Penalty 2126.771350 = -79527.616680
  nChanged 6
		SP:Iteration 15Q (231455.070000 sec): 3 clusters
  Score: Raw -81660.298035 + Penalty 2126.771350 = -79533.526686
  nChanged 4
		SP:Iteration 16Q (231455.080000 sec): 3 clusters
  Score: Raw -81663.269176 + Penalty 2126.771350 = -79536.497826
  nChanged 6
		SP:Iteration 17Q (231455.090000 sec): 3 clusters
  Score: Raw -81670.952859 + Penalty 2126.771350 = -79544.181510
  nChanged 6
		SP:Iteration 18Q (231455.110000 sec): 3 clusters
  Score: Raw -81676.621263 + Penalty 2126.771350 = -79549.849913
  nChanged 5
		SP:Iteration 19Q (231455.120000 sec): 3 clusters
  Score: Raw -81683.813116 + Penalty 2126.771350 = -79557.041766
  nChanged 5
		SP:Iteration 20F (231455.140000 sec): 3 clusters
  Score: Raw -81692.797120 + Penalty 2126.771350 = -79566.025771
  nChanged 3
		SP:Iteration 21Q (231455.150000 sec): 3 clusters
  Score: Raw -81699.531944 + Penalty 2126.771350 = -79572.760595
  nChanged 7
		SP:Iteration 22Q (231455.170000 sec): 3 clusters
  Score: Raw -81709.559463 + Penalty 2126.771350 = -79582.788113
  nChanged 2
		SP:Iteration 23Q (231455.180000 sec): 3 clusters
  Score: Raw -81711.623804 + Penalty 2126.771350 = -79584.852454
  nChanged 3
		SP:Iteration 24Q (231455.190000 sec): 3 clusters
  Score: Raw -81714.245606 + Penalty 2126.771350 = -79587.474256
  nChanged 1
		SP:Iteration 25Q (231455.210000 sec): 3 clusters
  Score: Raw -81714.823664 + Penalty 2126.771350 = -79588.052314
  nChanged 0
		SP:Iteration 26F (231455.220000 sec): 3 clusters
  Score: Raw -81714.823664 + Penalty 2126.771350 = -79588.052314
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 54 (30157 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (231455.520000 sec): 2 clusters
  Score: Raw -3671728.806253 + Penalty 1676.053006 = -3670052.753247
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (231455.860000 sec): 3 clusters
  Score: Raw -3653086.663427 + Penalty 3352.106013 = -3649734.557414
  nChanged 14008
		SP:Iteration 1F (231456.200000 sec): 3 clusters
  Score: Raw -3661299.458808 + Penalty 3352.106013 = -3657947.352795
  nChanged 1682
		SP:Iteration 2F (231456.580000 sec): 3 clusters
  Score: Raw -3662084.347718 + Penalty 3352.106013 = -3658732.241705
  nChanged 1803
		SP:Iteration 3F (231456.940000 sec): 3 clusters
  Score: Raw -3663084.592554 + Penalty 3352.106013 = -3659732.486541
  nChanged 1906
		SP:Iteration 4F (231457.300000 sec): 3 clusters
  Score: Raw -3664280.303528 + Penalty 3352.106013 = -3660928.197515
  nChanged 1933
		SP:Iteration 5F (231457.640000 sec): 3 clusters
  Score: Raw -3665533.553629 + Penalty 3352.106013 = -3662181.447616
  nChanged 1826
		SP:Iteration 6F (231457.970000 sec): 3 clusters
  Score: Raw -3666822.399248 + Penalty 3352.106013 = -3663470.293235
  nChanged 1684
		SP:Iteration 7F (231458.310000 sec): 3 clusters
  Score: Raw -3668098.781638 + Penalty 3352.106013 = -3664746.675625
  nChanged 1524
		SP:Iteration 8F (231458.640000 sec): 3 clusters
  Score: Raw -3669300.184389 + Penalty 3352.106013 = -3665948.078376
  nChanged 1212
		SP:Iteration 9Q (231458.970000 sec): 3 clusters
  Score: Raw -3670308.615594 + Penalty 3352.106013 = -3666956.509581
  nChanged 872
		SP:Iteration 10Q (231459.300000 sec): 3 clusters
  Score: Raw -3671023.421972 + Penalty 3352.106013 = -3667671.315959
  nChanged 538
		SP:Iteration 11Q (231459.620000 sec): 3 clusters
  Score: Raw -3671451.744995 + Penalty 3352.106013 = -3668099.638982
  nChanged 320
		SP:Iteration 12Q (231459.960000 sec): 3 clusters
  Score: Raw -3671698.559204 + Penalty 3352.106013 = -3668346.453191
  nChanged 205
		SP:Iteration 13Q (231460.300000 sec): 3 clusters
  Score: Raw -3671842.862676 + Penalty 3352.106013 = -3668490.756663
  nChanged 113
		SP:Iteration 14Q (231460.640000 sec): 3 clusters
  Score: Raw -3671920.886112 + Penalty 3352.106013 = -3668568.780099
  nChanged 73
		SP:Iteration 15Q (231461.030000 sec): 3 clusters
  Score: Raw -3671973.204560 + Penalty 3352.106013 = -3668621.098547
  nChanged 69
		SP:Iteration 16Q (231461.400000 sec): 3 clusters
  Score: Raw -3672011.661350 + Penalty 3352.106013 = -3668659.555337
  nChanged 45
		SP:Iteration 17Q (231461.750000 sec): 3 clusters
  Score: Raw -3672042.411375 + Penalty 3352.106013 = -3668690.305362
  nChanged 49
		SP:Iteration 18Q (231462.090000 sec): 3 clusters
  Score: Raw -3672069.434255 + Penalty 3352.106013 = -3668717.328242
  nChanged 41
		SP:Iteration 19Q (231462.440000 sec): 3 clusters
  Score: Raw -3672096.940111 + Penalty 3352.106013 = -3668744.834098
  nChanged 27
		SP:Iteration 20F (231462.820000 sec): 3 clusters
  Score: Raw -3672113.311718 + Penalty 3352.106013 = -3668761.205705
  nChanged 21
		SP:Iteration 21Q (231463.190000 sec): 3 clusters
  Score: Raw -3672128.516899 + Penalty 3352.106013 = -3668776.410886
  nChanged 18
		SP:Iteration 22Q (231463.560000 sec): 3 clusters
  Score: Raw -3672141.912302 + Penalty 3352.106013 = -3668789.806289
  nChanged 13
		SP:Iteration 23Q (231463.900000 sec): 3 clusters
  Score: Raw -3672151.396942 + Penalty 3352.106013 = -3668799.290929
  nChanged 13
		SP:Iteration 24Q (231464.290000 sec): 3 clusters
  Score: Raw -3672163.389509 + Penalty 3352.106013 = -3668811.283496
  nChanged 18
		SP:Iteration 25Q (231464.660000 sec): 3 clusters
  Score: Raw -3672184.468128 + Penalty 3352.106013 = -3668832.362115
  nChanged 13
		SP:Iteration 26Q (231465.010000 sec): 3 clusters
  Score: Raw -3672194.995906 + Penalty 3352.106013 = -3668842.889893
  nChanged 11
		SP:Iteration 27Q (231465.350000 sec): 3 clusters
  Score: Raw -3672203.896902 + Penalty 3352.106013 = -3668851.790889
  nChanged 14
		SP:Iteration 28Q (231465.700000 sec): 3 clusters
  Score: Raw -3672217.948668 + Penalty 3352.106013 = -3668865.842655
  nChanged 14
		SP:Iteration 29Q (231466.090000 sec): 3 clusters
  Score: Raw -3672228.278326 + Penalty 3352.106013 = -3668876.172313
  nChanged 10
		SP:Iteration 30Q (231466.460000 sec): 3 clusters
  Score: Raw -3672233.142823 + Penalty 3352.106013 = -3668881.036810
  nChanged 8
		SP:Iteration 31Q (231466.810000 sec): 3 clusters
  Score: Raw -3672238.777140 + Penalty 3352.106013 = -3668886.671127
  nChanged 6
		SP:Iteration 32Q (231467.160000 sec): 3 clusters
  Score: Raw -3672242.418189 + Penalty 3352.106013 = -3668890.312176
  nChanged 3
		SP:Iteration 33Q (231467.550000 sec): 3 clusters
  Score: Raw -3672244.002720 + Penalty 3352.106013 = -3668891.896707
  nChanged 1
		SP:Iteration 34Q (231467.920000 sec): 3 clusters
  Score: Raw -3672244.700040 + Penalty 3352.106013 = -3668892.594027
  nChanged 1
		SP:Iteration 35Q (231468.270000 sec): 3 clusters
  Score: Raw -3672245.761423 + Penalty 3352.106013 = -3668893.655410
  nChanged 2
		SP:Iteration 36Q (231468.620000 sec): 3 clusters
  Score: Raw -3672246.596920 + Penalty 3352.106013 = -3668894.490907
  nChanged 0
		SP:Iteration 37F (231468.960000 sec): 3 clusters
  Score: Raw -3672246.596920 + Penalty 3352.106013 = -3668894.490907
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 55 (5258 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (231469.030000 sec): 2 clusters
  Score: Raw -634785.516972 + Penalty 1392.219726 = -633393.297246
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (231469.130000 sec): 3 clusters
  Score: Raw -632097.885427 + Penalty 2784.439452 = -629313.445975
  nChanged 2137
		SP:Iteration 1F (231469.220000 sec): 3 clusters
  Score: Raw -633278.269943 + Penalty 2784.439452 = -630493.830491
  nChanged 383
		SP:Iteration 2F (231469.310000 sec): 3 clusters
  Score: Raw -633488.452298 + Penalty 2784.439452 = -630704.012846
  nChanged 285
		SP:Iteration 3F (231469.400000 sec): 3 clusters
  Score: Raw -633632.152541 + Penalty 2784.439452 = -630847.713089
  nChanged 240
		SP:Iteration 4Q (231469.500000 sec): 3 clusters
  Score: Raw -633776.094184 + Penalty 2784.439452 = -630991.654733
  nChanged 265
		SP:Iteration 5F (231469.590000 sec): 3 clusters
  Score: Raw -633938.951955 + Penalty 2784.439452 = -631154.512504
  nChanged 264
		SP:Iteration 6F (231469.680000 sec): 3 clusters
  Score: Raw -634094.278217 + Penalty 2784.439452 = -631309.838766
  nChanged 214
		SP:Iteration 7Q (231469.770000 sec): 3 clusters
  Score: Raw -634204.373654 + Penalty 2784.439452 = -631419.934202
  nChanged 185
		SP:Iteration 8Q (231469.860000 sec): 3 clusters
  Score: Raw -634314.071963 + Penalty 2784.439452 = -631529.632512
  nChanged 170
		SP:Iteration 9Q (231469.960000 sec): 3 clusters
  Score: Raw -634408.534833 + Penalty 2784.439452 = -631624.095382
  nChanged 144
		SP:Iteration 10Q (231470.050000 sec): 3 clusters
  Score: Raw -634490.209626 + Penalty 2784.439452 = -631705.770174
  nChanged 124
		SP:Iteration 11Q (231470.140000 sec): 3 clusters
  Score: Raw -634558.849629 + Penalty 2784.439452 = -631774.410177
  nChanged 106
		SP:Iteration 12Q (231470.230000 sec): 3 clusters
  Score: Raw -634612.195816 + Penalty 2784.439452 = -631827.756365
  nChanged 92
		SP:Iteration 13Q (231470.320000 sec): 3 clusters
  Score: Raw -634660.475399 + Penalty 2784.439452 = -631876.035947
  nChanged 94
		SP:Iteration 14Q (231470.410000 sec): 3 clusters
  Score: Raw -634708.624623 + Penalty 2784.439452 = -631924.185171
  nChanged 87
		SP:Iteration 15Q (231470.510000 sec): 3 clusters
  Score: Raw -634763.136105 + Penalty 2784.439452 = -631978.696654
  nChanged 60
		SP:Iteration 16Q (231470.590000 sec): 3 clusters
  Score: Raw -634796.983136 + Penalty 2784.439452 = -632012.543684
  nChanged 45
		SP:Iteration 17Q (231470.690000 sec): 3 clusters
  Score: Raw -634824.510698 + Penalty 2784.439452 = -632040.071246
  nChanged 40
		SP:Iteration 18Q (231470.780000 sec): 3 clusters
  Score: Raw -634849.778567 + Penalty 2784.439452 = -632065.339115
  nChanged 39
		SP:Iteration 19Q (231470.870000 sec): 3 clusters
  Score: Raw -634879.305094 + Penalty 2784.439452 = -632094.865642
  nChanged 43
		SP:Iteration 20F (231470.960000 sec): 3 clusters
  Score: Raw -634906.150039 + Penalty 2784.439452 = -632121.710587
  nChanged 23
		SP:Iteration 21Q (231471.050000 sec): 3 clusters
  Score: Raw -634921.406439 + Penalty 2784.439452 = -632136.966987
  nChanged 26
		SP:Iteration 22Q (231471.130000 sec): 3 clusters
  Score: Raw -634935.315570 + Penalty 2784.439452 = -632150.876119
  nChanged 22
		SP:Iteration 23Q (231471.220000 sec): 3 clusters
  Score: Raw -634947.113429 + Penalty 2784.439452 = -632162.673978
  nChanged 23
		SP:Iteration 24Q (231471.310000 sec): 3 clusters
  Score: Raw -634961.166305 + Penalty 2784.439452 = -632176.726854
  nChanged 18
		SP:Iteration 25Q (231471.400000 sec): 3 clusters
  Score: Raw -634968.361323 + Penalty 2784.439452 = -632183.921871
  nChanged 8
		SP:Iteration 26Q (231471.490000 sec): 3 clusters
  Score: Raw -634971.456919 + Penalty 2784.439452 = -632187.017467
  nChanged 2
		SP:Iteration 27Q (231471.570000 sec): 3 clusters
  Score: Raw -634972.344846 + Penalty 2784.439452 = -632187.905394
  nChanged 4
		SP:Iteration 28Q (231471.660000 sec): 3 clusters
  Score: Raw -634974.532033 + Penalty 2784.439452 = -632190.092581
  nChanged 4
		SP:Iteration 29Q (231471.750000 sec): 3 clusters
  Score: Raw -634975.959549 + Penalty 2784.439452 = -632191.520097
  nChanged 3
		SP:Iteration 30Q (231471.830000 sec): 3 clusters
  Score: Raw -634977.757955 + Penalty 2784.439452 = -632193.318503
  nChanged 6
		SP:Iteration 31Q (231471.920000 sec): 3 clusters
  Score: Raw -634979.688021 + Penalty 2784.439452 = -632195.248570
  nChanged 5
		SP:Iteration 32Q (231472.010000 sec): 3 clusters
  Score: Raw -634981.106344 + Penalty 2784.439452 = -632196.666892
  nChanged 1
		SP:Iteration 33Q (231472.100000 sec): 3 clusters
  Score: Raw -634981.910811 + Penalty 2784.439452 = -632197.471359
  nChanged 3
		SP:Iteration 34Q (231472.190000 sec): 3 clusters
  Score: Raw -634983.513578 + Penalty 2784.439452 = -632199.074126
  nChanged 4
		SP:Iteration 35Q (231472.270000 sec): 3 clusters
  Score: Raw -634984.908845 + Penalty 2784.439452 = -632200.469394
  nChanged 3
		SP:Iteration 36Q (231472.360000 sec): 3 clusters
  Score: Raw -634986.681900 + Penalty 2784.439452 = -632202.242448
  nChanged 3
		SP:Iteration 37Q (231472.450000 sec): 3 clusters
  Score: Raw -634987.238986 + Penalty 2784.439452 = -632202.799534
  nChanged 0
		SP:Iteration 38F (231472.540000 sec): 3 clusters
  Score: Raw -634987.238986 + Penalty 2784.439452 = -632202.799534
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 56 (2813 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (231472.620000 sec): 2 clusters
  Score: Raw -312084.545501 + Penalty 1290.576106 = -310793.969395
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (231472.670000 sec): 3 clusters
  Score: Raw -310794.653864 + Penalty 2581.152213 = -308213.501651
  nChanged 1030
		SP:Iteration 1F (231472.730000 sec): 3 clusters
  Score: Raw -311416.037757 + Penalty 2581.152213 = -308834.885545
  nChanged 214
		SP:Iteration 2F (231472.780000 sec): 3 clusters
  Score: Raw -311551.896745 + Penalty 2581.152213 = -308970.744533
  nChanged 149
		SP:Iteration 3F (231472.840000 sec): 3 clusters
  Score: Raw -311638.470817 + Penalty 2581.152213 = -309057.318604
  nChanged 104
		SP:Iteration 4Q (231472.900000 sec): 3 clusters
  Score: Raw -311712.638541 + Penalty 2581.152213 = -309131.486329
  nChanged 92
		SP:Iteration 5Q (231472.950000 sec): 3 clusters
  Score: Raw -311774.046218 + Penalty 2581.152213 = -309192.894005
  nChanged 79
		SP:Iteration 6Q (231473.000000 sec): 3 clusters
  Score: Raw -311832.984368 + Penalty 2581.152213 = -309251.832155
  nChanged 83
		SP:Iteration 7Q (231473.060000 sec): 3 clusters
  Score: Raw -311897.805728 + Penalty 2581.152213 = -309316.653515
  nChanged 76
		SP:Iteration 8Q (231473.110000 sec): 3 clusters
  Score: Raw -311954.176756 + Penalty 2581.152213 = -309373.024543
  nChanged 75
		SP:Iteration 9Q (231473.160000 sec): 3 clusters
  Score: Raw -312005.088920 + Penalty 2581.152213 = -309423.936708
  nChanged 70
		SP:Iteration 10Q (231473.220000 sec): 3 clusters
  Score: Raw -312050.161036 + Penalty 2581.152213 = -309469.008823
  nChanged 61
		SP:Iteration 11Q (231473.270000 sec): 3 clusters
  Score: Raw -312086.919394 + Penalty 2581.152213 = -309505.767181
  nChanged 40
		SP:Iteration 12Q (231473.320000 sec): 3 clusters
  Score: Raw -312103.997205 + Penalty 2581.152213 = -309522.844992
  nChanged 38
		SP:Iteration 13Q (231473.380000 sec): 3 clusters
  Score: Raw -312123.911283 + Penalty 2581.152213 = -309542.759070
  nChanged 35
		SP:Iteration 14Q (231473.430000 sec): 3 clusters
  Score: Raw -312144.122340 + Penalty 2581.152213 = -309562.970128
  nChanged 43
		SP:Iteration 15Q (231473.480000 sec): 3 clusters
  Score: Raw -312167.024639 + Penalty 2581.152213 = -309585.872426
  nChanged 46
		SP:Iteration 16Q (231473.540000 sec): 3 clusters
  Score: Raw -312192.690491 + Penalty 2581.152213 = -309611.538278
  nChanged 42
		SP:Iteration 17Q (231473.590000 sec): 3 clusters
  Score: Raw -312213.565938 + Penalty 2581.152213 = -309632.413725
  nChanged 32
		SP:Iteration 18Q (231473.640000 sec): 3 clusters
  Score: Raw -312231.621503 + Penalty 2581.152213 = -309650.469291
  nChanged 28
		SP:Iteration 19Q (231473.700000 sec): 3 clusters
  Score: Raw -312244.858084 + Penalty 2581.152213 = -309663.705871
  nChanged 32
		SP:Iteration 20F (231473.750000 sec): 3 clusters
  Score: Raw -312262.352667 + Penalty 2581.152213 = -309681.200454
  nChanged 31
		SP:Iteration 21Q (231473.800000 sec): 3 clusters
  Score: Raw -312279.232688 + Penalty 2581.152213 = -309698.080475
  nChanged 30
		SP:Iteration 22Q (231473.850000 sec): 3 clusters
  Score: Raw -312292.882292 + Penalty 2581.152213 = -309711.730079
  nChanged 27
		SP:Iteration 23Q (231473.910000 sec): 3 clusters
  Score: Raw -312306.035493 + Penalty 2581.152213 = -309724.883280
  nChanged 20
		SP:Iteration 24Q (231473.960000 sec): 3 clusters
  Score: Raw -312316.040324 + Penalty 2581.152213 = -309734.888112
  nChanged 19
		SP:Iteration 25Q (231474.010000 sec): 3 clusters
  Score: Raw -312325.480512 + Penalty 2581.152213 = -309744.328300
  nChanged 24
		SP:Iteration 26Q (231474.060000 sec): 3 clusters
  Score: Raw -312337.498741 + Penalty 2581.152213 = -309756.346529
  nChanged 20
		SP:Iteration 27Q (231474.120000 sec): 3 clusters
  Score: Raw -312344.568131 + Penalty 2581.152213 = -309763.415919
  nChanged 12
		SP:Iteration 28Q (231474.170000 sec): 3 clusters
  Score: Raw -312348.763414 + Penalty 2581.152213 = -309767.611201
  nChanged 11
		SP:Iteration 29Q (231474.220000 sec): 3 clusters
  Score: Raw -312360.560535 + Penalty 2581.152213 = -309779.408322
  nChanged 23
		SP:Iteration 30Q (231474.280000 sec): 3 clusters
  Score: Raw -312372.668664 + Penalty 2581.152213 = -309791.516451
  nChanged 15
		SP:Iteration 31Q (231474.330000 sec): 3 clusters
  Score: Raw -312383.009865 + Penalty 2581.152213 = -309801.857652
  nChanged 20
		SP:Iteration 32Q (231474.380000 sec): 3 clusters
  Score: Raw -312392.958331 + Penalty 2581.152213 = -309811.806118
  nChanged 13
		SP:Iteration 33Q (231474.440000 sec): 3 clusters
  Score: Raw -312399.096779 + Penalty 2581.152213 = -309817.944567
  nChanged 14
		SP:Iteration 34Q (231474.490000 sec): 3 clusters
  Score: Raw -312404.499484 + Penalty 2581.152213 = -309823.347272
  nChanged 8
		SP:Iteration 35Q (231474.540000 sec): 3 clusters
  Score: Raw -312408.070860 + Penalty 2581.152213 = -309826.918647
  nChanged 8
		SP:Iteration 36Q (231474.590000 sec): 3 clusters
  Score: Raw -312412.543483 + Penalty 2581.152213 = -309831.391271
  nChanged 9
		SP:Iteration 37Q (231474.640000 sec): 3 clusters
  Score: Raw -312416.643932 + Penalty 2581.152213 = -309835.491719
  nChanged 10
		SP:Iteration 38Q (231474.700000 sec): 3 clusters
  Score: Raw -312421.828786 + Penalty 2581.152213 = -309840.676573
  nChanged 10
		SP:Iteration 39Q (231474.750000 sec): 3 clusters
  Score: Raw -312426.538964 + Penalty 2581.152213 = -309845.386751
  nChanged 13
		SP:Iteration 40F (231474.800000 sec): 3 clusters
  Score: Raw -312432.598733 + Penalty 2581.152213 = -309851.446520
  nChanged 7
		SP:Iteration 41Q (231474.860000 sec): 3 clusters
  Score: Raw -312435.944027 + Penalty 2581.152213 = -309854.791814
  nChanged 8
		SP:Iteration 42Q (231474.910000 sec): 3 clusters
  Score: Raw -312438.594149 + Penalty 2581.152213 = -309857.441936
  nChanged 6
		SP:Iteration 43Q (231474.960000 sec): 3 clusters
  Score: Raw -312440.033257 + Penalty 2581.152213 = -309858.881045
  nChanged 6
		SP:Iteration 44Q (231475.020000 sec): 3 clusters
  Score: Raw -312441.712354 + Penalty 2581.152213 = -309860.560141
  nChanged 3
		SP:Iteration 45Q (231475.070000 sec): 3 clusters
  Score: Raw -312443.065928 + Penalty 2581.152213 = -309861.913715
  nChanged 3
		SP:Iteration 46Q (231475.120000 sec): 3 clusters
  Score: Raw -312444.652771 + Penalty 2581.152213 = -309863.500558
  nChanged 1
		SP:Iteration 47Q (231475.170000 sec): 3 clusters
  Score: Raw -312445.003330 + Penalty 2581.152213 = -309863.851117
  nChanged 0
		SP:Iteration 48F (231475.230000 sec): 3 clusters
  Score: Raw -312445.003330 + Penalty 2581.152213 = -309863.851117
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 57 (7014 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (231475.320000 sec): 2 clusters
  Score: Raw -829168.710845 + Penalty 1439.045307 = -827729.665537
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (231475.470000 sec): 3 clusters
  Score: Raw -825414.586197 + Penalty 2878.090615 = -822536.495582
  nChanged 2915
		SP:Iteration 1F (231475.580000 sec): 3 clusters
  Score: Raw -826960.145582 + Penalty 2878.090615 = -824082.054967
  nChanged 453
		SP:Iteration 2F (231475.700000 sec): 3 clusters
  Score: Raw -827188.616321 + Penalty 2878.090615 = -824310.525706
  nChanged 380
		SP:Iteration 3F (231475.810000 sec): 3 clusters
  Score: Raw -827386.309399 + Penalty 2878.090615 = -824508.218784
  nChanged 335
		SP:Iteration 4Q (231475.920000 sec): 3 clusters
  Score: Raw -827571.970556 + Penalty 2878.090615 = -824693.879941
  nChanged 325
		SP:Iteration 5Q (231476.030000 sec): 3 clusters
  Score: Raw -827734.666601 + Penalty 2878.090615 = -824856.575986
  nChanged 280
		SP:Iteration 6Q (231476.140000 sec): 3 clusters
  Score: Raw -827896.534788 + Penalty 2878.090615 = -825018.444173
  nChanged 303
		SP:Iteration 7Q (231476.260000 sec): 3 clusters
  Score: Raw -828101.766977 + Penalty 2878.090615 = -825223.676362
  nChanged 335
		SP:Iteration 8Q (231476.370000 sec): 3 clusters
  Score: Raw -828323.392563 + Penalty 2878.090615 = -825445.301948
  nChanged 325
		SP:Iteration 9Q (231476.480000 sec): 3 clusters
  Score: Raw -828547.029693 + Penalty 2878.090615 = -825668.939078
  nChanged 293
		SP:Iteration 10Q (231476.600000 sec): 3 clusters
  Score: Raw -828757.870575 + Penalty 2878.090615 = -825879.779960
  nChanged 290
		SP:Iteration 11Q (231476.720000 sec): 3 clusters
  Score: Raw -828999.074875 + Penalty 2878.090615 = -826120.984261
  nChanged 260
		SP:Iteration 12Q (231476.840000 sec): 3 clusters
  Score: Raw -829196.255851 + Penalty 2878.090615 = -826318.165236
  nChanged 221
		SP:Iteration 13Q (231476.970000 sec): 3 clusters
  Score: Raw -829377.088264 + Penalty 2878.090615 = -826498.997649
  nChanged 199
		SP:Iteration 14Q (231477.090000 sec): 3 clusters
  Score: Raw -829521.551271 + Penalty 2878.090615 = -826643.460656
  nChanged 146
		SP:Iteration 15Q (231477.210000 sec): 3 clusters
  Score: Raw -829621.934930 + Penalty 2878.090615 = -826743.844315
  nChanged 132
		SP:Iteration 16Q (231477.340000 sec): 3 clusters
  Score: Raw -829706.600462 + Penalty 2878.090615 = -826828.509848
  nChanged 100
		SP:Iteration 17Q (231477.460000 sec): 3 clusters
  Score: Raw -829759.012686 + Penalty 2878.090615 = -826880.922071
  nChanged 75
		SP:Iteration 18Q (231477.580000 sec): 3 clusters
  Score: Raw -829793.567760 + Penalty 2878.090615 = -826915.477145
  nChanged 52
		SP:Iteration 19Q (231477.700000 sec): 3 clusters
  Score: Raw -829813.846486 + Penalty 2878.090615 = -826935.755871
  nChanged 36
		SP:Iteration 20F (231477.820000 sec): 3 clusters
  Score: Raw -829824.290180 + Penalty 2878.090615 = -826946.199565
  nChanged 27
		SP:Iteration 21Q (231477.950000 sec): 3 clusters
  Score: Raw -829831.666113 + Penalty 2878.090615 = -826953.575498
  nChanged 21
		SP:Iteration 22Q (231478.070000 sec): 3 clusters
  Score: Raw -829837.494565 + Penalty 2878.090615 = -826959.403951
  nChanged 17
		SP:Iteration 23Q (231478.190000 sec): 3 clusters
  Score: Raw -829841.106995 + Penalty 2878.090615 = -826963.016380
  nChanged 13
		SP:Iteration 24Q (231478.310000 sec): 3 clusters
  Score: Raw -829843.429216 + Penalty 2878.090615 = -826965.338601
  nChanged 9
		SP:Iteration 25Q (231478.430000 sec): 3 clusters
  Score: Raw -829844.877531 + Penalty 2878.090615 = -826966.786916
  nChanged 5
		SP:Iteration 26Q (231478.550000 sec): 3 clusters
  Score: Raw -829845.607959 + Penalty 2878.090615 = -826967.517344
  nChanged 4
		SP:Iteration 27Q (231478.670000 sec): 3 clusters
  Score: Raw -829846.399417 + Penalty 2878.090615 = -826968.308802
  nChanged 3
		SP:Iteration 28Q (231478.790000 sec): 3 clusters
  Score: Raw -829846.944452 + Penalty 2878.090615 = -826968.853837
  nChanged 2
		SP:Iteration 29Q (231478.910000 sec): 3 clusters
  Score: Raw -829847.153302 + Penalty 2878.090615 = -826969.062687
  nChanged 3
		SP:Iteration 30Q (231479.030000 sec): 3 clusters
  Score: Raw -829847.655513 + Penalty 2878.090615 = -826969.564898
  nChanged 4
		SP:Iteration 31Q (231479.150000 sec): 3 clusters
  Score: Raw -829848.278557 + Penalty 2878.090615 = -826970.187942
  nChanged 3
		SP:Iteration 32Q (231479.270000 sec): 3 clusters
  Score: Raw -829848.681470 + Penalty 2878.090615 = -826970.590855
  nChanged 1
		SP:Iteration 33Q (231479.390000 sec): 3 clusters
  Score: Raw -829848.975339 + Penalty 2878.090615 = -826970.884724
  nChanged 1
		SP:Iteration 34Q (231479.510000 sec): 3 clusters
  Score: Raw -829849.087643 + Penalty 2878.090615 = -826970.997028
  nChanged 1
		SP:Iteration 35Q (231479.630000 sec): 3 clusters
  Score: Raw -829849.225259 + Penalty 2878.090615 = -826971.134644
  nChanged 1
		SP:Iteration 36Q (231479.760000 sec): 3 clusters
  Score: Raw -829849.428111 + Penalty 2878.090615 = -826971.337496
  nChanged 2
		SP:Iteration 37Q (231479.880000 sec): 3 clusters
  Score: Raw -829849.706286 + Penalty 2878.090615 = -826971.615671
  nChanged 0
		SP:Iteration 38F (231480.000000 sec): 3 clusters
  Score: Raw -829849.706286 + Penalty 2878.090615 = -826971.615671
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 58 (4789 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (231480.110000 sec): 2 clusters
  Score: Raw -559789.173566 + Penalty 1377.037496 = -558412.136070
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (231480.230000 sec): 3 clusters
  Score: Raw -557419.827826 + Penalty 2754.074993 = -554665.752833
  nChanged 1929
		SP:Iteration 1F (231480.310000 sec): 3 clusters
  Score: Raw -558828.371851 + Penalty 2754.074993 = -556074.296858
  nChanged 457
		SP:Iteration 2F (231480.400000 sec): 3 clusters
  Score: Raw -559290.862896 + Penalty 2754.074993 = -556536.787903
  nChanged 322
		SP:Iteration 3F (231480.490000 sec): 3 clusters
  Score: Raw -559549.769967 + Penalty 2754.074993 = -556795.694974
  nChanged 220
		SP:Iteration 4Q (231480.570000 sec): 3 clusters
  Score: Raw -559702.443421 + Penalty 2754.074993 = -556948.368428
  nChanged 195
		SP:Iteration 5Q (231480.660000 sec): 3 clusters
  Score: Raw -559815.251883 + Penalty 2754.074993 = -557061.176891
  nChanged 129
		SP:Iteration 6Q (231480.750000 sec): 3 clusters
  Score: Raw -559883.376036 + Penalty 2754.074993 = -557129.301043
  nChanged 96
		SP:Iteration 7Q (231480.830000 sec): 3 clusters
  Score: Raw -559934.484259 + Penalty 2754.074993 = -557180.409266
  nChanged 71
		SP:Iteration 8Q (231480.920000 sec): 3 clusters
  Score: Raw -559971.176322 + Penalty 2754.074993 = -557217.101330
  nChanged 57
		SP:Iteration 9Q (231481.010000 sec): 3 clusters
  Score: Raw -559997.406882 + Penalty 2754.074993 = -557243.331889
  nChanged 50
		SP:Iteration 10Q (231481.090000 sec): 3 clusters
  Score: Raw -560018.364202 + Penalty 2754.074993 = -557264.289209
  nChanged 40
		SP:Iteration 11Q (231481.170000 sec): 3 clusters
  Score: Raw -560036.294378 + Penalty 2754.074993 = -557282.219386
  nChanged 33
		SP:Iteration 12Q (231481.260000 sec): 3 clusters
  Score: Raw -560049.863891 + Penalty 2754.074993 = -557295.788899
  nChanged 29
		SP:Iteration 13Q (231481.350000 sec): 3 clusters
  Score: Raw -560060.702369 + Penalty 2754.074993 = -557306.627376
  nChanged 25
		SP:Iteration 14Q (231481.430000 sec): 3 clusters
  Score: Raw -560069.197070 + Penalty 2754.074993 = -557315.122077
  nChanged 22
		SP:Iteration 15Q (231481.520000 sec): 3 clusters
  Score: Raw -560078.514621 + Penalty 2754.074993 = -557324.439628
  nChanged 19
		SP:Iteration 16Q (231481.600000 sec): 3 clusters
  Score: Raw -560083.675310 + Penalty 2754.074993 = -557329.600317
  nChanged 16
		SP:Iteration 17Q (231481.690000 sec): 3 clusters
  Score: Raw -560088.690536 + Penalty 2754.074993 = -557334.615543
  nChanged 14
		SP:Iteration 18Q (231481.770000 sec): 3 clusters
  Score: Raw -560092.037409 + Penalty 2754.074993 = -557337.962417
  nChanged 15
		SP:Iteration 19Q (231481.850000 sec): 3 clusters
  Score: Raw -560096.206684 + Penalty 2754.074993 = -557342.131691
  nChanged 12
		SP:Iteration 20F (231481.940000 sec): 3 clusters
  Score: Raw -560099.039787 + Penalty 2754.074993 = -557344.964795
  nChanged 10
		SP:Iteration 21Q (231482.030000 sec): 3 clusters
  Score: Raw -560101.148896 + Penalty 2754.074993 = -557347.073903
  nChanged 8
		SP:Iteration 22Q (231482.110000 sec): 3 clusters
  Score: Raw -560103.502861 + Penalty 2754.074993 = -557349.427869
  nChanged 8
		SP:Iteration 23Q (231482.190000 sec): 3 clusters
  Score: Raw -560106.213044 + Penalty 2754.074993 = -557352.138051
  nChanged 7
		SP:Iteration 24Q (231482.280000 sec): 3 clusters
  Score: Raw -560107.816894 + Penalty 2754.074993 = -557353.741902
  nChanged 9
		SP:Iteration 25Q (231482.370000 sec): 3 clusters
  Score: Raw -560112.230918 + Penalty 2754.074993 = -557358.155925
  nChanged 16
		SP:Iteration 26Q (231482.450000 sec): 3 clusters
  Score: Raw -560117.886056 + Penalty 2754.074993 = -557363.811063
  nChanged 20
		SP:Iteration 27Q (231482.540000 sec): 3 clusters
  Score: Raw -560130.161417 + Penalty 2754.074993 = -557376.086424
  nChanged 23
		SP:Iteration 28Q (231482.620000 sec): 3 clusters
  Score: Raw -560149.016963 + Penalty 2754.074993 = -557394.941971
  nChanged 30
		SP:Iteration 29Q (231482.710000 sec): 3 clusters
  Score: Raw -560174.593280 + Penalty 2754.074993 = -557420.518288
  nChanged 38
		SP:Iteration 30Q (231482.790000 sec): 3 clusters
  Score: Raw -560233.222171 + Penalty 2754.074993 = -557479.147178
  nChanged 49
		SP:Iteration 31Q (231482.870000 sec): 3 clusters
  Score: Raw -560290.865480 + Penalty 2754.074993 = -557536.790488
  nChanged 54
		SP:Iteration 32Q (231482.960000 sec): 3 clusters
  Score: Raw -560331.298112 + Penalty 2754.074993 = -557577.223119
  nChanged 47
		SP:Iteration 33Q (231483.040000 sec): 3 clusters
  Score: Raw -560361.891340 + Penalty 2754.074993 = -557607.816347
  nChanged 30
		SP:Iteration 34Q (231483.130000 sec): 3 clusters
  Score: Raw -560385.519308 + Penalty 2754.074993 = -557631.444315
  nChanged 27
		SP:Iteration 35Q (231483.210000 sec): 3 clusters
  Score: Raw -560404.611273 + Penalty 2754.074993 = -557650.536281
  nChanged 19
		SP:Iteration 36Q (231483.290000 sec): 3 clusters
  Score: Raw -560413.050795 + Penalty 2754.074993 = -557658.975802
  nChanged 12
		SP:Iteration 37Q (231483.370000 sec): 3 clusters
  Score: Raw -560423.890623 + Penalty 2754.074993 = -557669.815630
  nChanged 18
		SP:Iteration 38Q (231483.460000 sec): 3 clusters
  Score: Raw -560431.665972 + Penalty 2754.074993 = -557677.590979
  nChanged 6
		SP:Iteration 39Q (231483.540000 sec): 3 clusters
  Score: Raw -560433.128869 + Penalty 2754.074993 = -557679.053876
  nChanged 5
		SP:Iteration 40F (231483.630000 sec): 3 clusters
  Score: Raw -560436.430275 + Penalty 2754.074993 = -557682.355282
  nChanged 7
		SP:Iteration 41Q (231483.710000 sec): 3 clusters
  Score: Raw -560439.977989 + Penalty 2754.074993 = -557685.902996
  nChanged 6
		SP:Iteration 42Q (231483.790000 sec): 3 clusters
  Score: Raw -560441.894358 + Penalty 2754.074993 = -557687.819366
  nChanged 2
		SP:Iteration 43Q (231483.880000 sec): 3 clusters
  Score: Raw -560442.637788 + Penalty 2754.074993 = -557688.562796
  nChanged 2
		SP:Iteration 44Q (231483.960000 sec): 3 clusters
  Score: Raw -560443.017541 + Penalty 2754.074993 = -557688.942548
  nChanged 2
		SP:Iteration 45Q (231484.050000 sec): 3 clusters
  Score: Raw -560443.200803 + Penalty 2754.074993 = -557689.125811
  nChanged 1
		SP:Iteration 46Q (231484.130000 sec): 3 clusters
  Score: Raw -560443.466694 + Penalty 2754.074993 = -557689.391702
  nChanged 1
		SP:Iteration 47Q (231484.210000 sec): 3 clusters
  Score: Raw -560444.330958 + Penalty 2754.074993 = -557690.255966
  nChanged 1
		SP:Iteration 48Q (231484.290000 sec): 3 clusters
  Score: Raw -560444.494575 + Penalty 2754.074993 = -557690.419583
  nChanged 0
		SP:Iteration 49F (231484.380000 sec): 3 clusters
  Score: Raw -560444.494575 + Penalty 2754.074993 = -557690.419583
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 59 (6269 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (231484.470000 sec): 2 clusters
  Score: Raw -671236.501662 + Penalty 1420.797971 = -669815.703690
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (231484.600000 sec): 3 clusters
  Score: Raw -667922.396360 + Penalty 2841.595943 = -665080.800418
  nChanged 2585
		SP:Iteration 1F (231484.700000 sec): 3 clusters
  Score: Raw -669595.622279 + Penalty 2841.595943 = -666754.026337
  nChanged 556
		SP:Iteration 2F (231484.800000 sec): 3 clusters
  Score: Raw -670000.712118 + Penalty 2841.595943 = -667159.116175
  nChanged 443
		SP:Iteration 3F (231484.900000 sec): 3 clusters
  Score: Raw -670333.432642 + Penalty 2841.595943 = -667491.836700
  nChanged 379
		SP:Iteration 4F (231485.000000 sec): 3 clusters
  Score: Raw -670577.003129 + Penalty 2841.595943 = -667735.407186
  nChanged 298
		SP:Iteration 5Q (231485.100000 sec): 3 clusters
  Score: Raw -670754.238085 + Penalty 2841.595943 = -667912.642143
  nChanged 252
		SP:Iteration 6Q (231485.200000 sec): 3 clusters
  Score: Raw -670890.981557 + Penalty 2841.595943 = -668049.385614
  nChanged 195
		SP:Iteration 7Q (231485.300000 sec): 3 clusters
  Score: Raw -671000.132824 + Penalty 2841.595943 = -668158.536882
  nChanged 183
		SP:Iteration 8Q (231485.400000 sec): 3 clusters
  Score: Raw -671091.698960 + Penalty 2841.595943 = -668250.103017
  nChanged 157
		SP:Iteration 9Q (231485.500000 sec): 3 clusters
  Score: Raw -671180.293766 + Penalty 2841.595943 = -668338.697824
  nChanged 160
		SP:Iteration 10Q (231485.600000 sec): 3 clusters
  Score: Raw -671264.373175 + Penalty 2841.595943 = -668422.777232
  nChanged 124
		SP:Iteration 11Q (231485.690000 sec): 3 clusters
  Score: Raw -671331.235718 + Penalty 2841.595943 = -668489.639775
  nChanged 117
		SP:Iteration 12Q (231485.800000 sec): 3 clusters
  Score: Raw -671390.800606 + Penalty 2841.595943 = -668549.204663
  nChanged 104
		SP:Iteration 13Q (231485.890000 sec): 3 clusters
  Score: Raw -671442.821753 + Penalty 2841.595943 = -668601.225810
  nChanged 100
		SP:Iteration 14Q (231485.990000 sec): 3 clusters
  Score: Raw -671493.125831 + Penalty 2841.595943 = -668651.529888
  nChanged 98
		SP:Iteration 15Q (231486.090000 sec): 3 clusters
  Score: Raw -671547.670229 + Penalty 2841.595943 = -668706.074286
  nChanged 104
		SP:Iteration 16Q (231486.190000 sec): 3 clusters
  Score: Raw -671606.610751 + Penalty 2841.595943 = -668765.014809
  nChanged 99
		SP:Iteration 17Q (231486.290000 sec): 3 clusters
  Score: Raw -671655.315882 + Penalty 2841.595943 = -668813.719939
  nChanged 77
		SP:Iteration 18Q (231486.390000 sec): 3 clusters
  Score: Raw -671699.967862 + Penalty 2841.595943 = -668858.371919
  nChanged 72
		SP:Iteration 19Q (231486.490000 sec): 3 clusters
  Score: Raw -671743.562769 + Penalty 2841.595943 = -668901.966827
  nChanged 73
		SP:Iteration 20F (231486.590000 sec): 3 clusters
  Score: Raw -671776.911208 + Penalty 2841.595943 = -668935.315266
  nChanged 61
		SP:Iteration 21Q (231486.690000 sec): 3 clusters
  Score: Raw -671801.871866 + Penalty 2841.595943 = -668960.275923
  nChanged 50
		SP:Iteration 22Q (231486.780000 sec): 3 clusters
  Score: Raw -671822.073702 + Penalty 2841.595943 = -668980.477759
  nChanged 39
		SP:Iteration 23Q (231486.870000 sec): 3 clusters
  Score: Raw -671836.435408 + Penalty 2841.595943 = -668994.839465
  nChanged 31
		SP:Iteration 24Q (231486.970000 sec): 3 clusters
  Score: Raw -671844.410401 + Penalty 2841.595943 = -669002.814458
  nChanged 17
		SP:Iteration 25Q (231487.070000 sec): 3 clusters
  Score: Raw -671848.245448 + Penalty 2841.595943 = -669006.649505
  nChanged 10
		SP:Iteration 26Q (231487.160000 sec): 3 clusters
  Score: Raw -671849.821890 + Penalty 2841.595943 = -669008.225947
  nChanged 9
		SP:Iteration 27Q (231487.260000 sec): 3 clusters
  Score: Raw -671851.295116 + Penalty 2841.595943 = -669009.699173
  nChanged 12
		SP:Iteration 28Q (231487.360000 sec): 3 clusters
  Score: Raw -671854.050737 + Penalty 2841.595943 = -669012.454794
  nChanged 9
		SP:Iteration 29Q (231487.450000 sec): 3 clusters
  Score: Raw -671855.405101 + Penalty 2841.595943 = -669013.809158
  nChanged 6
		SP:Iteration 30Q (231487.550000 sec): 3 clusters
  Score: Raw -671856.886895 + Penalty 2841.595943 = -669015.290952
  nChanged 5
		SP:Iteration 31Q (231487.650000 sec): 3 clusters
  Score: Raw -671858.016721 + Penalty 2841.595943 = -669016.420778
  nChanged 5
		SP:Iteration 32Q (231487.750000 sec): 3 clusters
  Score: Raw -671859.473636 + Penalty 2841.595943 = -669017.877693
  nChanged 3
		SP:Iteration 33Q (231487.850000 sec): 3 clusters
  Score: Raw -671860.043369 + Penalty 2841.595943 = -669018.447427
  nChanged 3
		SP:Iteration 34Q (231487.940000 sec): 3 clusters
  Score: Raw -671861.199180 + Penalty 2841.595943 = -669019.603237
  nChanged 4
		SP:Iteration 35Q (231488.040000 sec): 3 clusters
  Score: Raw -671862.145672 + Penalty 2841.595943 = -669020.549729
  nChanged 5
		SP:Iteration 36Q (231488.140000 sec): 3 clusters
  Score: Raw -671863.476039 + Penalty 2841.595943 = -669021.880096
  nChanged 8
		SP:Iteration 37Q (231488.240000 sec): 3 clusters
  Score: Raw -671865.667032 + Penalty 2841.595943 = -669024.071089
  nChanged 10
		SP:Iteration 38Q (231488.340000 sec): 3 clusters
  Score: Raw -671868.382794 + Penalty 2841.595943 = -669026.786852
  nChanged 12
		SP:Iteration 39Q (231488.430000 sec): 3 clusters
  Score: Raw -671871.708396 + Penalty 2841.595943 = -669030.112454
  nChanged 10
		SP:Iteration 40F (231488.530000 sec): 3 clusters
  Score: Raw -671874.247432 + Penalty 2841.595943 = -669032.651489
  nChanged 7
		SP:Iteration 41Q (231488.630000 sec): 3 clusters
  Score: Raw -671876.633688 + Penalty 2841.595943 = -669035.037745
  nChanged 9
		SP:Iteration 42Q (231488.730000 sec): 3 clusters
  Score: Raw -671880.426582 + Penalty 2841.595943 = -669038.830639
  nChanged 12
		SP:Iteration 43Q (231488.820000 sec): 3 clusters
  Score: Raw -671883.802396 + Penalty 2841.595943 = -669042.206454
  nChanged 12
		SP:Iteration 44Q (231488.920000 sec): 3 clusters
  Score: Raw -671888.579130 + Penalty 2841.595943 = -669046.983188
  nChanged 16
		SP:Iteration 45Q (231489.020000 sec): 3 clusters
  Score: Raw -671896.191616 + Penalty 2841.595943 = -669054.595673
  nChanged 19
		SP:Iteration 46Q (231489.120000 sec): 3 clusters
  Score: Raw -671904.798337 + Penalty 2841.595943 = -669063.202394
  nChanged 21
		SP:Iteration 47Q (231489.210000 sec): 3 clusters
  Score: Raw -671913.494676 + Penalty 2841.595943 = -669071.898734
  nChanged 26
		SP:Iteration 48Q (231489.310000 sec): 3 clusters
  Score: Raw -671922.071755 + Penalty 2841.595943 = -669080.475813
  nChanged 18
		SP:Iteration 49Q (231489.410000 sec): 3 clusters
  Score: Raw -671927.091618 + Penalty 2841.595943 = -669085.495676
  nChanged 13
		SP:Iteration 50Q (231489.510000 sec): 3 clusters
  Score: Raw -671930.291343 + Penalty 2841.595943 = -669088.695400
  nChanged 9
		SP:Iteration 51Q (231489.600000 sec): 3 clusters
  Score: Raw -671932.289442 + Penalty 2841.595943 = -669090.693499
  nChanged 8
		SP:Iteration 52Q (231489.700000 sec): 3 clusters
  Score: Raw -671933.641930 + Penalty 2841.595943 = -669092.045987
  nChanged 4
		SP:Iteration 53Q (231489.790000 sec): 3 clusters
  Score: Raw -671934.545925 + Penalty 2841.595943 = -669092.949982
  nChanged 4
		SP:Iteration 54Q (231489.890000 sec): 3 clusters
  Score: Raw -671935.925939 + Penalty 2841.595943 = -669094.329997
  nChanged 2
		SP:Iteration 55Q (231489.990000 sec): 3 clusters
  Score: Raw -671936.772781 + Penalty 2841.595943 = -669095.176839
  nChanged 3
		SP:Iteration 56Q (231490.080000 sec): 3 clusters
  Score: Raw -671937.633971 + Penalty 2841.595943 = -669096.038029
  nChanged 1
		SP:Iteration 57Q (231490.170000 sec): 3 clusters
  Score: Raw -671937.849505 + Penalty 2841.595943 = -669096.253562
  nChanged 2
		SP:Iteration 58Q (231490.270000 sec): 3 clusters
  Score: Raw -671939.182825 + Penalty 2841.595943 = -669097.586883
  nChanged 4
		SP:Iteration 59Q (231490.370000 sec): 3 clusters
  Score: Raw -671939.852473 + Penalty 2841.595943 = -669098.256530
  nChanged 1
		SP:Iteration 60F (231490.470000 sec): 3 clusters
  Score: Raw -671940.174698 + Penalty 2841.595943 = -669098.578756
  nChanged 1
		SP:Iteration 61Q (231490.560000 sec): 3 clusters
  Score: Raw -671940.377690 + Penalty 2841.595943 = -669098.781747
  nChanged 0
		SP:Iteration 62F (231490.670000 sec): 3 clusters
  Score: Raw -671940.377690 + Penalty 2841.595943 = -669098.781747
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 60 (2966 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (231490.740000 sec): 2 clusters
  Score: Raw -317027.217545 + Penalty 1299.182547 = -315728.034997
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (231490.800000 sec): 3 clusters
  Score: Raw -315603.783142 + Penalty 2598.365095 = -313005.418047
  nChanged 1143
		SP:Iteration 1F (231490.860000 sec): 3 clusters
  Score: Raw -316323.185025 + Penalty 2598.365095 = -313724.819930
  nChanged 283
		SP:Iteration 2F (231490.910000 sec): 3 clusters
  Score: Raw -316528.494978 + Penalty 2598.365095 = -313930.129883
  nChanged 189
		SP:Iteration 3F (231490.970000 sec): 3 clusters
  Score: Raw -316657.972001 + Penalty 2598.365095 = -314059.606906
  nChanged 130
		SP:Iteration 4Q (231491.020000 sec): 3 clusters
  Score: Raw -316738.355052 + Penalty 2598.365095 = -314139.989958
  nChanged 93
		SP:Iteration 5Q (231491.080000 sec): 3 clusters
  Score: Raw -316807.828057 + Penalty 2598.365095 = -314209.462963
  nChanged 91
		SP:Iteration 6Q (231491.130000 sec): 3 clusters
  Score: Raw -316872.364193 + Penalty 2598.365095 = -314273.999098
  nChanged 104
		SP:Iteration 7Q (231491.190000 sec): 3 clusters
  Score: Raw -316967.714379 + Penalty 2598.365095 = -314369.349284
  nChanged 103
		SP:Iteration 8Q (231491.240000 sec): 3 clusters
  Score: Raw -317044.805408 + Penalty 2598.365095 = -314446.440313
  nChanged 97
		SP:Iteration 9Q (231491.290000 sec): 3 clusters
  Score: Raw -317138.898266 + Penalty 2598.365095 = -314540.533171
  nChanged 101
		SP:Iteration 10Q (231491.350000 sec): 3 clusters
  Score: Raw -317249.011020 + Penalty 2598.365095 = -314650.645925
  nChanged 107
		SP:Iteration 11Q (231491.400000 sec): 3 clusters
  Score: Raw -317378.040941 + Penalty 2598.365095 = -314779.675846
  nChanged 120
		SP:Iteration 12Q (231491.450000 sec): 3 clusters
  Score: Raw -317525.915501 + Penalty 2598.365095 = -314927.550406
  nChanged 113
		SP:Iteration 13Q (231491.510000 sec): 3 clusters
  Score: Raw -317614.841442 + Penalty 2598.365095 = -315016.476347
  nChanged 77
		SP:Iteration 14Q (231491.560000 sec): 3 clusters
  Score: Raw -317671.338554 + Penalty 2598.365095 = -315072.973459
  nChanged 62
		SP:Iteration 15Q (231491.610000 sec): 3 clusters
  Score: Raw -317718.065927 + Penalty 2598.365095 = -315119.700832
  nChanged 53
		SP:Iteration 16Q (231491.660000 sec): 3 clusters
  Score: Raw -317747.621414 + Penalty 2598.365095 = -315149.256319
  nChanged 32
		SP:Iteration 17Q (231491.710000 sec): 3 clusters
  Score: Raw -317761.528567 + Penalty 2598.365095 = -315163.163472
  nChanged 18
		SP:Iteration 18Q (231491.770000 sec): 3 clusters
  Score: Raw -317769.907233 + Penalty 2598.365095 = -315171.542138
  nChanged 18
		SP:Iteration 19Q (231491.820000 sec): 3 clusters
  Score: Raw -317777.394410 + Penalty 2598.365095 = -315179.029315
  nChanged 21
		SP:Iteration 20F (231491.870000 sec): 3 clusters
  Score: Raw -317788.457272 + Penalty 2598.365095 = -315190.092177
  nChanged 21
		SP:Iteration 21Q (231491.930000 sec): 3 clusters
  Score: Raw -317797.785784 + Penalty 2598.365095 = -315199.420689
  nChanged 17
		SP:Iteration 22Q (231491.980000 sec): 3 clusters
  Score: Raw -317807.171878 + Penalty 2598.365095 = -315208.806783
  nChanged 14
		SP:Iteration 23Q (231492.030000 sec): 3 clusters
  Score: Raw -317813.832869 + Penalty 2598.365095 = -315215.467774
  nChanged 14
		SP:Iteration 24Q (231492.080000 sec): 3 clusters
  Score: Raw -317820.880679 + Penalty 2598.365095 = -315222.515585
  nChanged 12
		SP:Iteration 25Q (231492.130000 sec): 3 clusters
  Score: Raw -317825.380831 + Penalty 2598.365095 = -315227.015736
  nChanged 7
		SP:Iteration 26Q (231492.190000 sec): 3 clusters
  Score: Raw -317828.492689 + Penalty 2598.365095 = -315230.127594
  nChanged 8
		SP:Iteration 27Q (231492.240000 sec): 3 clusters
  Score: Raw -317831.892090 + Penalty 2598.365095 = -315233.526995
  nChanged 11
		SP:Iteration 28Q (231492.290000 sec): 3 clusters
  Score: Raw -317836.323989 + Penalty 2598.365095 = -315237.958894
  nChanged 11
		SP:Iteration 29Q (231492.340000 sec): 3 clusters
  Score: Raw -317839.430266 + Penalty 2598.365095 = -315241.065171
  nChanged 6
		SP:Iteration 30Q (231492.390000 sec): 3 clusters
  Score: Raw -317843.070277 + Penalty 2598.365095 = -315244.705182
  nChanged 6
		SP:Iteration 31Q (231492.450000 sec): 3 clusters
  Score: Raw -317845.271492 + Penalty 2598.365095 = -315246.906397
  nChanged 9
		SP:Iteration 32Q (231492.500000 sec): 3 clusters
  Score: Raw -317850.166092 + Penalty 2598.365095 = -315251.800998
  nChanged 11
		SP:Iteration 33Q (231492.550000 sec): 3 clusters
  Score: Raw -317855.487113 + Penalty 2598.365095 = -315257.122018
  nChanged 9
		SP:Iteration 34Q (231492.600000 sec): 3 clusters
  Score: Raw -317860.699902 + Penalty 2598.365095 = -315262.334807
  nChanged 6
		SP:Iteration 35Q (231492.650000 sec): 3 clusters
  Score: Raw -317863.706382 + Penalty 2598.365095 = -315265.341287
  nChanged 7
		SP:Iteration 36Q (231492.710000 sec): 3 clusters
  Score: Raw -317865.590426 + Penalty 2598.365095 = -315267.225332
  nChanged 7
		SP:Iteration 37Q (231492.750000 sec): 3 clusters
  Score: Raw -317868.381921 + Penalty 2598.365095 = -315270.016826
  nChanged 4
		SP:Iteration 38Q (231492.810000 sec): 3 clusters
  Score: Raw -317869.644438 + Penalty 2598.365095 = -315271.279343
  nChanged 0
		SP:Iteration 39F (231492.860000 sec): 3 clusters
  Score: Raw -317869.644438 + Penalty 2598.365095 = -315271.279343
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 61 (846 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (231492.920000 sec): 2 clusters
  Score: Raw -95674.196310 + Penalty 1095.334396 = -94578.861914
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (231492.940000 sec): 3 clusters
  Score: Raw -95491.238935 + Penalty 2190.668792 = -93300.570143
  nChanged 232
		SP:Iteration 1F (231492.950000 sec): 3 clusters
  Score: Raw -95719.658862 + Penalty 2190.668792 = -93528.990070
  nChanged 53
		SP:Iteration 2F (231492.970000 sec): 3 clusters
  Score: Raw -95785.105110 + Penalty 2190.668792 = -93594.436318
  nChanged 27
		SP:Iteration 3Q (231492.990000 sec): 3 clusters
  Score: Raw -95820.356912 + Penalty 2190.668792 = -93629.688120
  nChanged 22
		SP:Iteration 4Q (231493.010000 sec): 3 clusters
  Score: Raw -95843.855050 + Penalty 2190.668792 = -93653.186258
  nChanged 13
		SP:Iteration 5Q (231493.020000 sec): 3 clusters
  Score: Raw -95856.049593 + Penalty 2190.668792 = -93665.380801
  nChanged 10
		SP:Iteration 6Q (231493.040000 sec): 3 clusters
  Score: Raw -95863.445670 + Penalty 2190.668792 = -93672.776878
  nChanged 4
		SP:Iteration 7Q (231493.050000 sec): 3 clusters
  Score: Raw -95868.637927 + Penalty 2190.668792 = -93677.969135
  nChanged 2
		SP:Iteration 8Q (231493.070000 sec): 3 clusters
  Score: Raw -95870.324256 + Penalty 2190.668792 = -93679.655464
  nChanged 1
		SP:Iteration 9Q (231493.090000 sec): 3 clusters
  Score: Raw -95870.843638 + Penalty 2190.668792 = -93680.174846
  nChanged 1
		SP:Iteration 10Q (231493.100000 sec): 3 clusters
  Score: Raw -95871.899049 + Penalty 2190.668792 = -93681.230257
  nChanged 0
		SP:Iteration 11F (231493.120000 sec): 3 clusters
  Score: Raw -95871.899049 + Penalty 2190.668792 = -93681.230257
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 62 (6056 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (231493.210000 sec): 2 clusters
  Score: Raw -691921.435630 + Penalty 1415.180779 = -690506.254850
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (231493.350000 sec): 3 clusters
  Score: Raw -688739.991590 + Penalty 2830.361558 = -685909.630031
  nChanged 2457
		SP:Iteration 1F (231493.460000 sec): 3 clusters
  Score: Raw -690055.905704 + Penalty 2830.361558 = -687225.544146
  nChanged 398
		SP:Iteration 2F (231493.570000 sec): 3 clusters
  Score: Raw -690231.182516 + Penalty 2830.361558 = -687400.820958
  nChanged 304
		SP:Iteration 3F (231493.680000 sec): 3 clusters
  Score: Raw -690379.241808 + Penalty 2830.361558 = -687548.880250
  nChanged 282
		SP:Iteration 4Q (231493.790000 sec): 3 clusters
  Score: Raw -690526.811449 + Penalty 2830.361558 = -687696.449890
  nChanged 293
		SP:Iteration 5Q (231493.900000 sec): 3 clusters
  Score: Raw -690686.899309 + Penalty 2830.361558 = -687856.537750
  nChanged 279
		SP:Iteration 6Q (231494.010000 sec): 3 clusters
  Score: Raw -690852.369759 + Penalty 2830.361558 = -688022.008201
  nChanged 275
		SP:Iteration 7Q (231494.120000 sec): 3 clusters
  Score: Raw -691021.416049 + Penalty 2830.361558 = -688191.054491
  nChanged 261
		SP:Iteration 8Q (231494.230000 sec): 3 clusters
  Score: Raw -691210.878951 + Penalty 2830.361558 = -688380.517393
  nChanged 240
		SP:Iteration 9Q (231494.340000 sec): 3 clusters
  Score: Raw -691386.399782 + Penalty 2830.361558 = -688556.038223
  nChanged 235
		SP:Iteration 10Q (231494.450000 sec): 3 clusters
  Score: Raw -691586.844083 + Penalty 2830.361558 = -688756.482524
  nChanged 216
		SP:Iteration 11Q (231494.560000 sec): 3 clusters
  Score: Raw -691771.973488 + Penalty 2830.361558 = -688941.611929
  nChanged 182
		SP:Iteration 12Q (231494.670000 sec): 3 clusters
  Score: Raw -691925.275758 + Penalty 2830.361558 = -689094.914199
  nChanged 118
		SP:Iteration 13Q (231494.770000 sec): 3 clusters
  Score: Raw -692033.979154 + Penalty 2830.361558 = -689203.617595
  nChanged 99
		SP:Iteration 14Q (231494.880000 sec): 3 clusters
  Score: Raw -692129.090904 + Penalty 2830.361558 = -689298.729345
  nChanged 80
		SP:Iteration 15Q (231494.980000 sec): 3 clusters
  Score: Raw -692215.835950 + Penalty 2830.361558 = -689385.474391
  nChanged 61
		SP:Iteration 16Q (231495.090000 sec): 3 clusters
  Score: Raw -692272.414803 + Penalty 2830.361558 = -689442.053245
  nChanged 45
		SP:Iteration 17Q (231495.190000 sec): 3 clusters
  Score: Raw -692315.885828 + Penalty 2830.361558 = -689485.524269
  nChanged 43
		SP:Iteration 18Q (231495.290000 sec): 3 clusters
  Score: Raw -692352.124513 + Penalty 2830.361558 = -689521.762955
  nChanged 37
		SP:Iteration 19Q (231495.390000 sec): 3 clusters
  Score: Raw -692385.981734 + Penalty 2830.361558 = -689555.620176
  nChanged 24
		SP:Iteration 20F (231495.510000 sec): 3 clusters
  Score: Raw -692416.584607 + Penalty 2830.361558 = -689586.223049
  nChanged 31
		SP:Iteration 21Q (231495.610000 sec): 3 clusters
  Score: Raw -692457.302964 + Penalty 2830.361558 = -689626.941406
  nChanged 30
		SP:Iteration 22Q (231495.710000 sec): 3 clusters
  Score: Raw -692494.386864 + Penalty 2830.361558 = -689664.025306
  nChanged 26
		SP:Iteration 23Q (231495.820000 sec): 3 clusters
  Score: Raw -692517.489067 + Penalty 2830.361558 = -689687.127509
  nChanged 19
		SP:Iteration 24Q (231495.920000 sec): 3 clusters
  Score: Raw -692531.473553 + Penalty 2830.361558 = -689701.111995
  nChanged 15
		SP:Iteration 25Q (231496.020000 sec): 3 clusters
  Score: Raw -692542.199742 + Penalty 2830.361558 = -689711.838184
  nChanged 12
		SP:Iteration 26Q (231496.120000 sec): 3 clusters
  Score: Raw -692549.268804 + Penalty 2830.361558 = -689718.907246
  nChanged 9
		SP:Iteration 27Q (231496.230000 sec): 3 clusters
  Score: Raw -692557.021790 + Penalty 2830.361558 = -689726.660232
  nChanged 14
		SP:Iteration 28Q (231496.330000 sec): 3 clusters
  Score: Raw -692566.009821 + Penalty 2830.361558 = -689735.648262
  nChanged 13
		SP:Iteration 29Q (231496.430000 sec): 3 clusters
  Score: Raw -692576.839130 + Penalty 2830.361558 = -689746.477572
  nChanged 12
		SP:Iteration 30Q (231496.530000 sec): 3 clusters
  Score: Raw -692587.503761 + Penalty 2830.361558 = -689757.142203
  nChanged 10
		SP:Iteration 31Q (231496.630000 sec): 3 clusters
  Score: Raw -692593.329584 + Penalty 2830.361558 = -689762.968025
  nChanged 3
		SP:Iteration 32Q (231496.730000 sec): 3 clusters
  Score: Raw -692594.956347 + Penalty 2830.361558 = -689764.594788
  nChanged 2
		SP:Iteration 33Q (231496.830000 sec): 3 clusters
  Score: Raw -692595.910826 + Penalty 2830.361558 = -689765.549268
  nChanged 1
		SP:Iteration 34Q (231496.930000 sec): 3 clusters
  Score: Raw -692596.463995 + Penalty 2830.361558 = -689766.102436
  nChanged 0
		SP:Iteration 35F (231497.040000 sec): 3 clusters
  Score: Raw -692596.463995 + Penalty 2830.361558 = -689766.102436
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 63 (4699 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (231497.130000 sec): 2 clusters
  Score: Raw -497484.210584 + Penalty 1373.954562 = -496110.256021
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (231497.220000 sec): 3 clusters
  Score: Raw -495049.418641 + Penalty 2747.909125 = -492301.509517
  nChanged 1882
		SP:Iteration 1F (231497.300000 sec): 3 clusters
  Score: Raw -496208.420956 + Penalty 2747.909125 = -493460.511832
  nChanged 414
		SP:Iteration 2F (231497.390000 sec): 3 clusters
  Score: Raw -496543.230910 + Penalty 2747.909125 = -493795.321786
  nChanged 346
		SP:Iteration 3F (231497.470000 sec): 3 clusters
  Score: Raw -496817.678732 + Penalty 2747.909125 = -494069.769607
  nChanged 304
		SP:Iteration 4F (231497.550000 sec): 3 clusters
  Score: Raw -497066.317074 + Penalty 2747.909125 = -494318.407949
  nChanged 240
		SP:Iteration 5F (231497.640000 sec): 3 clusters
  Score: Raw -497236.898682 + Penalty 2747.909125 = -494488.989558
  nChanged 194
		SP:Iteration 6Q (231497.720000 sec): 3 clusters
  Score: Raw -497360.022384 + Penalty 2747.909125 = -494612.113260
  nChanged 155
		SP:Iteration 7Q (231497.810000 sec): 3 clusters
  Score: Raw -497454.376842 + Penalty 2747.909125 = -494706.467717
  nChanged 115
		SP:Iteration 8Q (231497.890000 sec): 3 clusters
  Score: Raw -497505.455832 + Penalty 2747.909125 = -494757.546707
  nChanged 87
		SP:Iteration 9Q (231497.970000 sec): 3 clusters
  Score: Raw -497540.372344 + Penalty 2747.909125 = -494792.463219
  nChanged 55
		SP:Iteration 10Q (231498.060000 sec): 3 clusters
  Score: Raw -497563.146638 + Penalty 2747.909125 = -494815.237513
  nChanged 63
		SP:Iteration 11Q (231498.140000 sec): 3 clusters
  Score: Raw -497585.375931 + Penalty 2747.909125 = -494837.466806
  nChanged 43
		SP:Iteration 12Q (231498.220000 sec): 3 clusters
  Score: Raw -497602.905190 + Penalty 2747.909125 = -494854.996065
  nChanged 39
		SP:Iteration 13Q (231498.310000 sec): 3 clusters
  Score: Raw -497615.661872 + Penalty 2747.909125 = -494867.752747
  nChanged 29
		SP:Iteration 14Q (231498.390000 sec): 3 clusters
  Score: Raw -497625.312609 + Penalty 2747.909125 = -494877.403485
  nChanged 25
		SP:Iteration 15Q (231498.470000 sec): 3 clusters
  Score: Raw -497633.403922 + Penalty 2747.909125 = -494885.494797
  nChanged 21
		SP:Iteration 16Q (231498.560000 sec): 3 clusters
  Score: Raw -497639.877621 + Penalty 2747.909125 = -494891.968497
  nChanged 27
		SP:Iteration 17Q (231498.640000 sec): 3 clusters
  Score: Raw -497648.181295 + Penalty 2747.909125 = -494900.272170
  nChanged 26
		SP:Iteration 18Q (231498.720000 sec): 3 clusters
  Score: Raw -497655.858798 + Penalty 2747.909125 = -494907.949673
  nChanged 18
		SP:Iteration 19Q (231498.810000 sec): 3 clusters
  Score: Raw -497661.300321 + Penalty 2747.909125 = -494913.391196
  nChanged 23
		SP:Iteration 20F (231498.890000 sec): 3 clusters
  Score: Raw -497669.755376 + Penalty 2747.909125 = -494921.846251
  nChanged 24
		SP:Iteration 21Q (231498.970000 sec): 3 clusters
  Score: Raw -497677.743217 + Penalty 2747.909125 = -494929.834092
  nChanged 22
		SP:Iteration 22Q (231499.060000 sec): 3 clusters
  Score: Raw -497681.922373 + Penalty 2747.909125 = -494934.013248
  nChanged 14
		SP:Iteration 23Q (231499.140000 sec): 3 clusters
  Score: Raw -497688.234981 + Penalty 2747.909125 = -494940.325857
  nChanged 16
		SP:Iteration 24Q (231499.220000 sec): 3 clusters
  Score: Raw -497692.527971 + Penalty 2747.909125 = -494944.618847
  nChanged 24
		SP:Iteration 25Q (231499.310000 sec): 3 clusters
  Score: Raw -497702.154071 + Penalty 2747.909125 = -494954.244946
  nChanged 26
		SP:Iteration 26Q (231499.390000 sec): 3 clusters
  Score: Raw -497712.086819 + Penalty 2747.909125 = -494964.177695
  nChanged 32
		SP:Iteration 27Q (231499.470000 sec): 3 clusters
  Score: Raw -497724.717442 + Penalty 2747.909125 = -494976.808318
  nChanged 30
		SP:Iteration 28Q (231499.550000 sec): 3 clusters
  Score: Raw -497734.679916 + Penalty 2747.909125 = -494986.770791
  nChanged 18
		SP:Iteration 29Q (231499.640000 sec): 3 clusters
  Score: Raw -497739.983817 + Penalty 2747.909125 = -494992.074692
  nChanged 11
		SP:Iteration 30Q (231499.720000 sec): 3 clusters
  Score: Raw -497744.155750 + Penalty 2747.909125 = -494996.246626
  nChanged 12
		SP:Iteration 31Q (231499.810000 sec): 3 clusters
  Score: Raw -497747.246122 + Penalty 2747.909125 = -494999.336997
  nChanged 11
		SP:Iteration 32Q (231499.890000 sec): 3 clusters
  Score: Raw -497749.995401 + Penalty 2747.909125 = -495002.086276
  nChanged 10
		SP:Iteration 33Q (231499.970000 sec): 3 clusters
  Score: Raw -497751.816880 + Penalty 2747.909125 = -495003.907756
  nChanged 8
		SP:Iteration 34Q (231500.050000 sec): 3 clusters
  Score: Raw -497754.771122 + Penalty 2747.909125 = -495006.861997
  nChanged 9
		SP:Iteration 35Q (231500.140000 sec): 3 clusters
  Score: Raw -497758.791001 + Penalty 2747.909125 = -495010.881877
  nChanged 9
		SP:Iteration 36Q (231500.220000 sec): 3 clusters
  Score: Raw -497760.551115 + Penalty 2747.909125 = -495012.641990
  nChanged 7
		SP:Iteration 37Q (231500.300000 sec): 3 clusters
  Score: Raw -497762.705044 + Penalty 2747.909125 = -495014.795919
  nChanged 10
		SP:Iteration 38Q (231500.390000 sec): 3 clusters
  Score: Raw -497766.365526 + Penalty 2747.909125 = -495018.456402
  nChanged 14
		SP:Iteration 39Q (231500.470000 sec): 3 clusters
  Score: Raw -497769.776761 + Penalty 2747.909125 = -495021.867636
  nChanged 11
		SP:Iteration 40F (231500.550000 sec): 3 clusters
  Score: Raw -497773.678921 + Penalty 2747.909125 = -495025.769796
  nChanged 9
		SP:Iteration 41Q (231500.640000 sec): 3 clusters
  Score: Raw -497776.938202 + Penalty 2747.909125 = -495029.029077
  nChanged 13
		SP:Iteration 42Q (231500.720000 sec): 3 clusters
  Score: Raw -497779.924224 + Penalty 2747.909125 = -495032.015099
  nChanged 5
		SP:Iteration 43Q (231500.800000 sec): 3 clusters
  Score: Raw -497781.059126 + Penalty 2747.909125 = -495033.150001
  nChanged 2
		SP:Iteration 44Q (231500.890000 sec): 3 clusters
  Score: Raw -497781.378488 + Penalty 2747.909125 = -495033.469364
  nChanged 1
		SP:Iteration 45Q (231500.970000 sec): 3 clusters
  Score: Raw -497781.482281 + Penalty 2747.909125 = -495033.573157
  nChanged 0
		SP:Iteration 46F (231501.050000 sec): 3 clusters
  Score: Raw -497781.482281 + Penalty 2747.909125 = -495033.573157
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 64 (8102 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (231501.160000 sec): 2 clusters
  Score: Raw -951319.057148 + Penalty 1462.478261 = -949856.578887
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (231501.310000 sec): 3 clusters
  Score: Raw -946779.827776 + Penalty 2924.956523 = -943854.871254
  nChanged 3410
		SP:Iteration 1F (231501.420000 sec): 3 clusters
  Score: Raw -948696.774967 + Penalty 2924.956523 = -945771.818444
  nChanged 553
		SP:Iteration 2F (231501.530000 sec): 3 clusters
  Score: Raw -948938.113499 + Penalty 2924.956523 = -946013.156977
  nChanged 424
		SP:Iteration 3F (231501.660000 sec): 3 clusters
  Score: Raw -949136.987333 + Penalty 2924.956523 = -946212.030810
  nChanged 408
		SP:Iteration 4F (231501.770000 sec): 3 clusters
  Score: Raw -949356.952288 + Penalty 2924.956523 = -946431.995765
  nChanged 372
		SP:Iteration 5Q (231501.900000 sec): 3 clusters
  Score: Raw -949548.497953 + Penalty 2924.956523 = -946623.541430
  nChanged 354
		SP:Iteration 6Q (231502.020000 sec): 3 clusters
  Score: Raw -949736.720540 + Penalty 2924.956523 = -946811.764018
  nChanged 358
		SP:Iteration 7Q (231502.130000 sec): 3 clusters
  Score: Raw -949934.233070 + Penalty 2924.956523 = -947009.276547
  nChanged 332
		SP:Iteration 8Q (231502.250000 sec): 3 clusters
  Score: Raw -950154.965869 + Penalty 2924.956523 = -947230.009346
  nChanged 362
		SP:Iteration 9Q (231502.370000 sec): 3 clusters
  Score: Raw -950403.758603 + Penalty 2924.956523 = -947478.802080
  nChanged 352
		SP:Iteration 10Q (231502.500000 sec): 3 clusters
  Score: Raw -950614.445909 + Penalty 2924.956523 = -947689.489386
  nChanged 292
		SP:Iteration 11Q (231502.630000 sec): 3 clusters
  Score: Raw -950781.118565 + Penalty 2924.956523 = -947856.162042
  nChanged 263
		SP:Iteration 12Q (231502.760000 sec): 3 clusters
  Score: Raw -950930.832910 + Penalty 2924.956523 = -948005.876388
  nChanged 230
		SP:Iteration 13Q (231502.890000 sec): 3 clusters
  Score: Raw -951091.673176 + Penalty 2924.956523 = -948166.716653
  nChanged 242
		SP:Iteration 14Q (231503.010000 sec): 3 clusters
  Score: Raw -951272.416284 + Penalty 2924.956523 = -948347.459761
  nChanged 238
		SP:Iteration 15Q (231503.140000 sec): 3 clusters
  Score: Raw -951462.763215 + Penalty 2924.956523 = -948537.806692
  nChanged 220
		SP:Iteration 16Q (231503.260000 sec): 3 clusters
  Score: Raw -951657.494179 + Penalty 2924.956523 = -948732.537656
  nChanged 203
		SP:Iteration 17Q (231503.390000 sec): 3 clusters
  Score: Raw -951857.885783 + Penalty 2924.956523 = -948932.929260
  nChanged 176
		SP:Iteration 18Q (231503.520000 sec): 3 clusters
  Score: Raw -952007.526278 + Penalty 2924.956523 = -949082.569755
  nChanged 124
		SP:Iteration 19Q (231503.640000 sec): 3 clusters
  Score: Raw -952086.382982 + Penalty 2924.956523 = -949161.426460
  nChanged 79
		SP:Iteration 20F (231503.760000 sec): 3 clusters
  Score: Raw -952115.106496 + Penalty 2924.956523 = -949190.149974
  nChanged 59
		SP:Iteration 21Q (231503.890000 sec): 3 clusters
  Score: Raw -952131.841174 + Penalty 2924.956523 = -949206.884652
  nChanged 36
		SP:Iteration 22Q (231504.010000 sec): 3 clusters
  Score: Raw -952141.300295 + Penalty 2924.956523 = -949216.343772
  nChanged 23
		SP:Iteration 23Q (231504.140000 sec): 3 clusters
  Score: Raw -952146.756952 + Penalty 2924.956523 = -949221.800429
  nChanged 21
		SP:Iteration 24Q (231504.260000 sec): 3 clusters
  Score: Raw -952150.899136 + Penalty 2924.956523 = -949225.942613
  nChanged 16
		SP:Iteration 25Q (231504.380000 sec): 3 clusters
  Score: Raw -952154.750373 + Penalty 2924.956523 = -949229.793851
  nChanged 24
		SP:Iteration 26Q (231504.500000 sec): 3 clusters
  Score: Raw -952161.919589 + Penalty 2924.956523 = -949236.963066
  nChanged 27
		SP:Iteration 27Q (231504.630000 sec): 3 clusters
  Score: Raw -952168.987304 + Penalty 2924.956523 = -949244.030781
  nChanged 20
		SP:Iteration 28Q (231504.750000 sec): 3 clusters
  Score: Raw -952173.540317 + Penalty 2924.956523 = -949248.583794
  nChanged 16
		SP:Iteration 29Q (231504.870000 sec): 3 clusters
  Score: Raw -952176.782225 + Penalty 2924.956523 = -949251.825703
  nChanged 20
		SP:Iteration 30Q (231505.000000 sec): 3 clusters
  Score: Raw -952180.846878 + Penalty 2924.956523 = -949255.890355
  nChanged 17
		SP:Iteration 31Q (231505.120000 sec): 3 clusters
  Score: Raw -952185.683052 + Penalty 2924.956523 = -949260.726529
  nChanged 13
		SP:Iteration 32Q (231505.240000 sec): 3 clusters
  Score: Raw -952188.542884 + Penalty 2924.956523 = -949263.586361
  nChanged 19
		SP:Iteration 33Q (231505.360000 sec): 3 clusters
  Score: Raw -952192.922552 + Penalty 2924.956523 = -949267.966029
  nChanged 24
		SP:Iteration 34Q (231505.490000 sec): 3 clusters
  Score: Raw -952198.744840 + Penalty 2924.956523 = -949273.788317
  nChanged 33
		SP:Iteration 35Q (231505.610000 sec): 3 clusters
  Score: Raw -952208.929578 + Penalty 2924.956523 = -949283.973055
  nChanged 34
		SP:Iteration 36Q (231505.740000 sec): 3 clusters
  Score: Raw -952219.719225 + Penalty 2924.956523 = -949294.762702
  nChanged 35
		SP:Iteration 37Q (231505.860000 sec): 3 clusters
  Score: Raw -952232.453947 + Penalty 2924.956523 = -949307.497424
  nChanged 35
		SP:Iteration 38Q (231505.980000 sec): 3 clusters
  Score: Raw -952243.592502 + Penalty 2924.956523 = -949318.635979
  nChanged 39
		SP:Iteration 39Q (231506.100000 sec): 3 clusters
  Score: Raw -952256.412882 + Penalty 2924.956523 = -949331.456360
  nChanged 38
		SP:Iteration 40F (231506.230000 sec): 3 clusters
  Score: Raw -952272.042082 + Penalty 2924.956523 = -949347.085559
  nChanged 44
		SP:Iteration 41Q (231506.350000 sec): 3 clusters
  Score: Raw -952287.228534 + Penalty 2924.956523 = -949362.272012
  nChanged 33
		SP:Iteration 42Q (231506.480000 sec): 3 clusters
  Score: Raw -952300.998212 + Penalty 2924.956523 = -949376.041690
  nChanged 41
		SP:Iteration 43Q (231506.600000 sec): 3 clusters
  Score: Raw -952319.290131 + Penalty 2924.956523 = -949394.333609
  nChanged 40
		SP:Iteration 44Q (231506.720000 sec): 3 clusters
  Score: Raw -952336.225051 + Penalty 2924.956523 = -949411.268528
  nChanged 54
		SP:Iteration 45Q (231506.850000 sec): 3 clusters
  Score: Raw -952363.822379 + Penalty 2924.956523 = -949438.865856
  nChanged 56
		SP:Iteration 46Q (231506.960000 sec): 3 clusters
  Score: Raw -952396.412072 + Penalty 2924.956523 = -949471.455549
  nChanged 51
		SP:Iteration 47Q (231507.090000 sec): 3 clusters
  Score: Raw -952425.017213 + Penalty 2924.956523 = -949500.060691
  nChanged 66
		SP:Iteration 48Q (231507.210000 sec): 3 clusters
  Score: Raw -952457.703283 + Penalty 2924.956523 = -949532.746761
  nChanged 61
		SP:Iteration 49Q (231507.340000 sec): 3 clusters
  Score: Raw -952488.111602 + Penalty 2924.956523 = -949563.155079
  nChanged 66
		SP:Iteration 50Q (231507.460000 sec): 3 clusters
  Score: Raw -952525.117920 + Penalty 2924.956523 = -949600.161397
  nChanged 57
		SP:Iteration 51Q (231507.580000 sec): 3 clusters
  Score: Raw -952555.430977 + Penalty 2924.956523 = -949630.474454
  nChanged 40
		SP:Iteration 52Q (231507.700000 sec): 3 clusters
  Score: Raw -952572.463973 + Penalty 2924.956523 = -949647.507450
  nChanged 37
		SP:Iteration 53Q (231507.820000 sec): 3 clusters
  Score: Raw -952583.573849 + Penalty 2924.956523 = -949658.617326
  nChanged 27
		SP:Iteration 54Q (231507.950000 sec): 3 clusters
  Score: Raw -952590.573895 + Penalty 2924.956523 = -949665.617373
  nChanged 19
		SP:Iteration 55Q (231508.070000 sec): 3 clusters
  Score: Raw -952594.512862 + Penalty 2924.956523 = -949669.556340
  nChanged 12
		SP:Iteration 56Q (231508.190000 sec): 3 clusters
  Score: Raw -952595.866489 + Penalty 2924.956523 = -949670.909966
  nChanged 6
		SP:Iteration 57Q (231508.320000 sec): 3 clusters
  Score: Raw -952596.599092 + Penalty 2924.956523 = -949671.642569
  nChanged 1
		SP:Iteration 58Q (231508.440000 sec): 3 clusters
  Score: Raw -952596.629439 + Penalty 2924.956523 = -949671.672917
  nChanged 1
		SP:Iteration 59Q (231508.570000 sec): 3 clusters
  Score: Raw -952596.785156 + Penalty 2924.956523 = -949671.828633
  nChanged 1
		SP:Iteration 60F (231508.700000 sec): 3 clusters
  Score: Raw -952598.790844 + Penalty 2924.956523 = -949673.834321
  nChanged 2
		SP:Iteration 61Q (231508.820000 sec): 3 clusters
  Score: Raw -952599.290939 + Penalty 2924.956523 = -949674.334417
  nChanged 1
		SP:Iteration 62Q (231508.950000 sec): 3 clusters
  Score: Raw -952599.384204 + Penalty 2924.956523 = -949674.427682
  nChanged 1
		SP:Iteration 63Q (231509.070000 sec): 3 clusters
  Score: Raw -952599.433855 + Penalty 2924.956523 = -949674.477332
  nChanged 1
		SP:Iteration 64Q (231509.190000 sec): 3 clusters
  Score: Raw -952599.478083 + Penalty 2924.956523 = -949674.521560
  nChanged 0
		SP:Iteration 65F (231509.310000 sec): 3 clusters
  Score: Raw -952599.478083 + Penalty 2924.956523 = -949674.521560
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 65 (23032 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (231509.530000 sec): 2 clusters
  Score: Raw -2785125.045884 + Penalty 1632.253973 = -2783492.791911
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (231509.850000 sec): 3 clusters
  Score: Raw -2771168.013633 + Penalty 3264.507945 = -2767903.505687
  nChanged 10408
		SP:Iteration 1F (231510.110000 sec): 3 clusters
  Score: Raw -2777223.634939 + Penalty 3264.507945 = -2773959.126994
  nChanged 1530
		SP:Iteration 2F (231510.370000 sec): 3 clusters
  Score: Raw -2778005.204953 + Penalty 3264.507945 = -2774740.697008
  nChanged 1506
		SP:Iteration 3F (231510.630000 sec): 3 clusters
  Score: Raw -2778761.814037 + Penalty 3264.507945 = -2775497.306091
  nChanged 1387
		SP:Iteration 4F (231510.890000 sec): 3 clusters
  Score: Raw -2779428.767657 + Penalty 3264.507945 = -2776164.259712
  nChanged 1265
		SP:Iteration 5F (231511.150000 sec): 3 clusters
  Score: Raw -2780040.305036 + Penalty 3264.507945 = -2776775.797090
  nChanged 1186
		SP:Iteration 6F (231511.410000 sec): 3 clusters
  Score: Raw -2780603.704657 + Penalty 3264.507945 = -2777339.196712
  nChanged 1104
		SP:Iteration 7Q (231511.670000 sec): 3 clusters
  Score: Raw -2781135.510724 + Penalty 3264.507945 = -2777871.002778
  nChanged 964
		SP:Iteration 8Q (231511.920000 sec): 3 clusters
  Score: Raw -2781617.554669 + Penalty 3264.507945 = -2778353.046724
  nChanged 899
		SP:Iteration 9Q (231512.180000 sec): 3 clusters
  Score: Raw -2782092.623744 + Penalty 3264.507945 = -2778828.115798
  nChanged 864
		SP:Iteration 10Q (231512.490000 sec): 3 clusters
  Score: Raw -2782607.474836 + Penalty 3264.507945 = -2779342.966891
  nChanged 779
		SP:Iteration 11Q (231512.730000 sec): 3 clusters
  Score: Raw -2783095.719405 + Penalty 3264.507945 = -2779831.211460
  nChanged 694
		SP:Iteration 12Q (231512.970000 sec): 3 clusters
  Score: Raw -2783584.438570 + Penalty 3264.507945 = -2780319.930625
  nChanged 584
		SP:Iteration 13Q (231513.210000 sec): 3 clusters
  Score: Raw -2784004.596237 + Penalty 3264.507945 = -2780740.088291
  nChanged 462
		SP:Iteration 14Q (231513.460000 sec): 3 clusters
  Score: Raw -2784330.571259 + Penalty 3264.507945 = -2781066.063314
  nChanged 364
		SP:Iteration 15Q (231513.700000 sec): 3 clusters
  Score: Raw -2784574.335386 + Penalty 3264.507945 = -2781309.827441
  nChanged 285
		SP:Iteration 16Q (231513.980000 sec): 3 clusters
  Score: Raw -2784753.846252 + Penalty 3264.507945 = -2781489.338307
  nChanged 246
		SP:Iteration 17Q (231514.210000 sec): 3 clusters
  Score: Raw -2784893.184679 + Penalty 3264.507945 = -2781628.676733
  nChanged 194
		SP:Iteration 18Q (231514.490000 sec): 3 clusters
  Score: Raw -2784987.704866 + Penalty 3264.507945 = -2781723.196920
  nChanged 163
		SP:Iteration 19Q (231514.760000 sec): 3 clusters
  Score: Raw -2785060.253447 + Penalty 3264.507945 = -2781795.745502
  nChanged 126
		SP:Iteration 20F (231515.050000 sec): 3 clusters
  Score: Raw -2785123.610621 + Penalty 3264.507945 = -2781859.102676
  nChanged 113
		SP:Iteration 21Q (231515.290000 sec): 3 clusters
  Score: Raw -2785177.613245 + Penalty 3264.507945 = -2781913.105300
  nChanged 93
		SP:Iteration 22Q (231515.550000 sec): 3 clusters
  Score: Raw -2785218.820482 + Penalty 3264.507945 = -2781954.312536
  nChanged 76
		SP:Iteration 23Q (231515.830000 sec): 3 clusters
  Score: Raw -2785248.387571 + Penalty 3264.507945 = -2781983.879625
  nChanged 83
		SP:Iteration 24Q (231516.100000 sec): 3 clusters
  Score: Raw -2785282.276159 + Penalty 3264.507945 = -2782017.768214
  nChanged 59
		SP:Iteration 25Q (231516.330000 sec): 3 clusters
  Score: Raw -2785304.993941 + Penalty 3264.507945 = -2782040.485995
  nChanged 54
		SP:Iteration 26Q (231516.600000 sec): 3 clusters
  Score: Raw -2785321.744379 + Penalty 3264.507945 = -2782057.236434
  nChanged 34
		SP:Iteration 27Q (231516.880000 sec): 3 clusters
  Score: Raw -2785330.687649 + Penalty 3264.507945 = -2782066.179704
  nChanged 28
		SP:Iteration 28Q (231517.150000 sec): 3 clusters
  Score: Raw -2785339.319063 + Penalty 3264.507945 = -2782074.811118
  nChanged 25
		SP:Iteration 29Q (231517.420000 sec): 3 clusters
  Score: Raw -2785346.322889 + Penalty 3264.507945 = -2782081.814943
  nChanged 17
		SP:Iteration 30Q (231517.650000 sec): 3 clusters
  Score: Raw -2785349.765222 + Penalty 3264.507945 = -2782085.257276
  nChanged 15
		SP:Iteration 31Q (231517.930000 sec): 3 clusters
  Score: Raw -2785352.069292 + Penalty 3264.507945 = -2782087.561347
  nChanged 7
		SP:Iteration 32Q (231518.200000 sec): 3 clusters
  Score: Raw -2785353.316691 + Penalty 3264.507945 = -2782088.808746
  nChanged 7
		SP:Iteration 33Q (231518.470000 sec): 3 clusters
  Score: Raw -2785354.361124 + Penalty 3264.507945 = -2782089.853178
  nChanged 7
		SP:Iteration 34Q (231518.740000 sec): 3 clusters
  Score: Raw -2785355.906887 + Penalty 3264.507945 = -2782091.398941
  nChanged 4
		SP:Iteration 35Q (231519.010000 sec): 3 clusters
  Score: Raw -2785356.619373 + Penalty 3264.507945 = -2782092.111427
  nChanged 8
		SP:Iteration 36Q (231519.280000 sec): 3 clusters
  Score: Raw -2785358.636665 + Penalty 3264.507945 = -2782094.128720
  nChanged 3
		SP:Iteration 37Q (231519.510000 sec): 3 clusters
  Score: Raw -2785359.193068 + Penalty 3264.507945 = -2782094.685122
  nChanged 4
		SP:Iteration 38Q (231519.780000 sec): 3 clusters
  Score: Raw -2785360.073982 + Penalty 3264.507945 = -2782095.566036
  nChanged 4
		SP:Iteration 39Q (231520.060000 sec): 3 clusters
  Score: Raw -2785360.823108 + Penalty 3264.507945 = -2782096.315163
  nChanged 2
		SP:Iteration 40F (231520.350000 sec): 3 clusters
  Score: Raw -2785361.705278 + Penalty 3264.507945 = -2782097.197333
  nChanged 7
		SP:Iteration 41Q (231520.580000 sec): 3 clusters
  Score: Raw -2785362.988467 + Penalty 3264.507945 = -2782098.480522
  nChanged 5
		SP:Iteration 42Q (231520.860000 sec): 3 clusters
  Score: Raw -2785364.139509 + Penalty 3264.507945 = -2782099.631563
  nChanged 6
		SP:Iteration 43Q (231521.130000 sec): 3 clusters
  Score: Raw -2785365.677015 + Penalty 3264.507945 = -2782101.169070
  nChanged 5
		SP:Iteration 44Q (231521.400000 sec): 3 clusters
  Score: Raw -2785366.410271 + Penalty 3264.507945 = -2782101.902325
  nChanged 2
		SP:Iteration 45Q (231521.630000 sec): 3 clusters
  Score: Raw -2785366.698738 + Penalty 3264.507945 = -2782102.190793
  nChanged 4
		SP:Iteration 46Q (231521.900000 sec): 3 clusters
  Score: Raw -2785367.402937 + Penalty 3264.507945 = -2782102.894991
  nChanged 1
		SP:Iteration 47Q (231522.170000 sec): 3 clusters
  Score: Raw -2785367.700197 + Penalty 3264.507945 = -2782103.192252
  nChanged 1
		SP:Iteration 48Q (231522.440000 sec): 3 clusters
  Score: Raw -2785368.268399 + Penalty 3264.507945 = -2782103.760454
  nChanged 3
		SP:Iteration 49Q (231522.710000 sec): 3 clusters
  Score: Raw -2785368.874999 + Penalty 3264.507945 = -2782104.367054
  nChanged 2
		SP:Iteration 50Q (231522.980000 sec): 3 clusters
  Score: Raw -2785369.133550 + Penalty 3264.507945 = -2782104.625604
  nChanged 1
		SP:Iteration 51Q (231523.250000 sec): 3 clusters
  Score: Raw -2785369.204384 + Penalty 3264.507945 = -2782104.696438
  nChanged 0
		SP:Iteration 52F (231523.540000 sec): 3 clusters
  Score: Raw -2785369.204384 + Penalty 3264.507945 = -2782104.696438
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 66 (1512 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (231523.600000 sec): 2 clusters
  Score: Raw -170807.905712 + Penalty 1189.693140 = -169618.212571
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (231523.640000 sec): 3 clusters
  Score: Raw -170255.334907 + Penalty 2379.386281 = -167875.948626
  nChanged 523
		SP:Iteration 1F (231523.670000 sec): 3 clusters
  Score: Raw -170614.625064 + Penalty 2379.386281 = -168235.238783
  nChanged 107
		SP:Iteration 2F (231523.700000 sec): 3 clusters
  Score: Raw -170711.329323 + Penalty 2379.386281 = -168331.943042
  nChanged 70
		SP:Iteration 3Q (231523.730000 sec): 3 clusters
  Score: Raw -170773.740508 + Penalty 2379.386281 = -168394.354227
  nChanged 38
		SP:Iteration 4Q (231523.760000 sec): 3 clusters
  Score: Raw -170797.121403 + Penalty 2379.386281 = -168417.735122
  nChanged 25
		SP:Iteration 5Q (231523.790000 sec): 3 clusters
  Score: Raw -170816.124309 + Penalty 2379.386281 = -168436.738028
  nChanged 21
		SP:Iteration 6Q (231523.820000 sec): 3 clusters
  Score: Raw -170829.575220 + Penalty 2379.386281 = -168450.188939
  nChanged 18
		SP:Iteration 7Q (231523.850000 sec): 3 clusters
  Score: Raw -170842.068110 + Penalty 2379.386281 = -168462.681829
  nChanged 17
		SP:Iteration 8Q (231523.880000 sec): 3 clusters
  Score: Raw -170854.117499 + Penalty 2379.386281 = -168474.731218
  nChanged 13
		SP:Iteration 9Q (231523.900000 sec): 3 clusters
  Score: Raw -170862.076358 + Penalty 2379.386281 = -168482.690077
  nChanged 11
		SP:Iteration 10Q (231523.930000 sec): 3 clusters
  Score: Raw -170867.239322 + Penalty 2379.386281 = -168487.853041
  nChanged 11
		SP:Iteration 11Q (231523.960000 sec): 3 clusters
  Score: Raw -170875.615153 + Penalty 2379.386281 = -168496.228872
  nChanged 15
		SP:Iteration 12Q (231523.990000 sec): 3 clusters
  Score: Raw -170886.336207 + Penalty 2379.386281 = -168506.949926
  nChanged 10
		SP:Iteration 13Q (231524.020000 sec): 3 clusters
  Score: Raw -170891.746556 + Penalty 2379.386281 = -168512.360275
  nChanged 11
		SP:Iteration 14Q (231524.050000 sec): 3 clusters
  Score: Raw -170901.381844 + Penalty 2379.386281 = -168521.995563
  nChanged 12
		SP:Iteration 15Q (231524.080000 sec): 3 clusters
  Score: Raw -170908.036381 + Penalty 2379.386281 = -168528.650100
  nChanged 10
		SP:Iteration 16Q (231524.100000 sec): 3 clusters
  Score: Raw -170916.000200 + Penalty 2379.386281 = -168536.613919
  nChanged 8
		SP:Iteration 17Q (231524.130000 sec): 3 clusters
  Score: Raw -170922.980697 + Penalty 2379.386281 = -168543.594416
  nChanged 9
		SP:Iteration 18Q (231524.160000 sec): 3 clusters
  Score: Raw -170926.399077 + Penalty 2379.386281 = -168547.012796
  nChanged 11
		SP:Iteration 19Q (231524.190000 sec): 3 clusters
  Score: Raw -170931.003877 + Penalty 2379.386281 = -168551.617596
  nChanged 6
		SP:Iteration 20F (231524.220000 sec): 3 clusters
  Score: Raw -170937.450661 + Penalty 2379.386281 = -168558.064380
  nChanged 12
		SP:Iteration 21Q (231524.240000 sec): 3 clusters
  Score: Raw -170946.960284 + Penalty 2379.386281 = -168567.574003
  nChanged 13
		SP:Iteration 22Q (231524.270000 sec): 3 clusters
  Score: Raw -170955.063876 + Penalty 2379.386281 = -168575.677595
  nChanged 14
		SP:Iteration 23Q (231524.300000 sec): 3 clusters
  Score: Raw -170965.553396 + Penalty 2379.386281 = -168586.167116
  nChanged 24
		SP:Iteration 24Q (231524.330000 sec): 3 clusters
  Score: Raw -170991.202205 + Penalty 2379.386281 = -168611.815924
  nChanged 21
		SP:Iteration 25Q (231524.360000 sec): 3 clusters
  Score: Raw -171021.047272 + Penalty 2379.386281 = -168641.660991
  nChanged 29
		SP:Iteration 26Q (231524.380000 sec): 3 clusters
  Score: Raw -171060.371449 + Penalty 2379.386281 = -168680.985168
  nChanged 30
		SP:Iteration 27Q (231524.410000 sec): 3 clusters
  Score: Raw -171088.753039 + Penalty 2379.386281 = -168709.366758
  nChanged 21
		SP:Iteration 28Q (231524.440000 sec): 3 clusters
  Score: Raw -171115.026165 + Penalty 2379.386281 = -168735.639884
  nChanged 21
		SP:Iteration 29Q (231524.470000 sec): 3 clusters
  Score: Raw -171132.718153 + Penalty 2379.386281 = -168753.331872
  nChanged 16
		SP:Iteration 30Q (231524.500000 sec): 3 clusters
  Score: Raw -171147.588722 + Penalty 2379.386281 = -168768.202441
  nChanged 21
		SP:Iteration 31Q (231524.520000 sec): 3 clusters
  Score: Raw -171167.271983 + Penalty 2379.386281 = -168787.885702
  nChanged 16
		SP:Iteration 32Q (231524.550000 sec): 3 clusters
  Score: Raw -171191.683750 + Penalty 2379.386281 = -168812.297469
  nChanged 22
		SP:Iteration 33Q (231524.580000 sec): 3 clusters
  Score: Raw -171219.741094 + Penalty 2379.386281 = -168840.354813
  nChanged 29
		SP:Iteration 34Q (231524.610000 sec): 3 clusters
  Score: Raw -171277.047283 + Penalty 2379.386281 = -168897.661002
  nChanged 29
		SP:Iteration 35Q (231524.640000 sec): 3 clusters
  Score: Raw -171322.024186 + Penalty 2379.386281 = -168942.637905
  nChanged 26
		SP:Iteration 36Q (231524.660000 sec): 3 clusters
  Score: Raw -171363.774797 + Penalty 2379.386281 = -168984.388516
  nChanged 30
		SP:Iteration 37Q (231524.690000 sec): 3 clusters
  Score: Raw -171410.129302 + Penalty 2379.386281 = -169030.743021
  nChanged 33
		SP:Iteration 38Q (231524.720000 sec): 3 clusters
  Score: Raw -171456.113644 + Penalty 2379.386281 = -169076.727363
  nChanged 25
		SP:Iteration 39Q (231524.740000 sec): 3 clusters
  Score: Raw -171503.586306 + Penalty 2379.386281 = -169124.200025
  nChanged 19
		SP:Iteration 40F (231524.770000 sec): 3 clusters
  Score: Raw -171521.169021 + Penalty 2379.386281 = -169141.782740
  nChanged 8
		SP:Iteration 41Q (231524.800000 sec): 3 clusters
  Score: Raw -171527.359734 + Penalty 2379.386281 = -169147.973453
  nChanged 8
		SP:Iteration 42Q (231524.830000 sec): 3 clusters
  Score: Raw -171531.704563 + Penalty 2379.386281 = -169152.318282
  nChanged 3
		SP:Iteration 43Q (231524.860000 sec): 3 clusters
  Score: Raw -171534.755152 + Penalty 2379.386281 = -169155.368871
  nChanged 5
		SP:Iteration 44Q (231524.880000 sec): 3 clusters
  Score: Raw -171539.179870 + Penalty 2379.386281 = -169159.793589
  nChanged 4
		SP:Iteration 45Q (231524.910000 sec): 3 clusters
  Score: Raw -171541.718652 + Penalty 2379.386281 = -169162.332371
  nChanged 2
		SP:Iteration 46Q (231524.940000 sec): 3 clusters
  Score: Raw -171542.563692 + Penalty 2379.386281 = -169163.177411
  nChanged 1
		SP:Iteration 47Q (231524.960000 sec): 3 clusters
  Score: Raw -171543.242949 + Penalty 2379.386281 = -169163.856668
  nChanged 2
		SP:Iteration 48Q (231524.990000 sec): 3 clusters
  Score: Raw -171545.941923 + Penalty 2379.386281 = -169166.555642
  nChanged 2
		SP:Iteration 49Q (231525.020000 sec): 3 clusters
  Score: Raw -171547.093455 + Penalty 2379.386281 = -169167.707174
  nChanged 4
		SP:Iteration 50Q (231525.040000 sec): 3 clusters
  Score: Raw -171549.173764 + Penalty 2379.386281 = -169169.787483
  nChanged 1
		SP:Iteration 51Q (231525.070000 sec): 3 clusters
  Score: Raw -171549.430151 + Penalty 2379.386281 = -169170.043870
  nChanged 0
		SP:Iteration 52F (231525.100000 sec): 3 clusters
  Score: Raw -171549.430151 + Penalty 2379.386281 = -169170.043870
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 67 (358 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (231525.150000 sec): 2 clusters
  Score: Raw -41893.922645 + Penalty 955.586610 = -40938.336034
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (231525.160000 sec): 3 clusters
  Score: Raw -42024.506178 + Penalty 1911.173221 = -40113.332958
  nChanged 77
		SP:Iteration 1F (231525.170000 sec): 3 clusters
  Score: Raw -42147.153331 + Penalty 1911.173221 = -40235.980110
  nChanged 8
		SP:Iteration 2Q (231525.180000 sec): 3 clusters
  Score: Raw -42163.276433 + Penalty 1911.173221 = -40252.103212
  nChanged 9
		SP:Iteration 3Q (231525.180000 sec): 3 clusters
  Score: Raw -42179.391145 + Penalty 1911.173221 = -40268.217924
  nChanged 3
		SP:Iteration 4Q (231525.190000 sec): 3 clusters
  Score: Raw -42193.977991 + Penalty 1911.173221 = -40282.804771
  nChanged 6
		SP:Iteration 5Q (231525.200000 sec): 3 clusters
  Score: Raw -42203.094975 + Penalty 1911.173221 = -40291.921754
  nChanged 0
		SP:Iteration 6F (231525.210000 sec): 3 clusters
  Score: Raw -42203.094975 + Penalty 1911.173221 = -40291.921754
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 68 (1783 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (231525.270000 sec): 2 clusters
  Score: Raw -204041.442880 + Penalty 1216.483550 = -202824.959330
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (231525.300000 sec): 3 clusters
  Score: Raw -203322.049058 + Penalty 2432.967101 = -200889.081957
  nChanged 633
		SP:Iteration 1F (231525.340000 sec): 3 clusters
  Score: Raw -203799.472030 + Penalty 2432.967101 = -201366.504929
  nChanged 157
		SP:Iteration 2F (231525.370000 sec): 3 clusters
  Score: Raw -203933.159021 + Penalty 2432.967101 = -201500.191920
  nChanged 97
		SP:Iteration 3F (231525.400000 sec): 3 clusters
  Score: Raw -204020.054593 + Penalty 2432.967101 = -201587.087493
  nChanged 77
		SP:Iteration 4Q (231525.440000 sec): 3 clusters
  Score: Raw -204089.084135 + Penalty 2432.967101 = -201656.117034
  nChanged 61
		SP:Iteration 5Q (231525.470000 sec): 3 clusters
  Score: Raw -204136.920523 + Penalty 2432.967101 = -201703.953422
  nChanged 47
		SP:Iteration 6Q (231525.500000 sec): 3 clusters
  Score: Raw -204175.574623 + Penalty 2432.967101 = -201742.607522
  nChanged 43
		SP:Iteration 7Q (231525.540000 sec): 3 clusters
  Score: Raw -204206.211011 + Penalty 2432.967101 = -201773.243910
  nChanged 33
		SP:Iteration 8Q (231525.570000 sec): 3 clusters
  Score: Raw -204229.720059 + Penalty 2432.967101 = -201796.752958
  nChanged 30
		SP:Iteration 9Q (231525.600000 sec): 3 clusters
  Score: Raw -204248.132329 + Penalty 2432.967101 = -201815.165228
  nChanged 24
		SP:Iteration 10Q (231525.640000 sec): 3 clusters
  Score: Raw -204262.410631 + Penalty 2432.967101 = -201829.443530
  nChanged 19
		SP:Iteration 11Q (231525.670000 sec): 3 clusters
  Score: Raw -204272.550754 + Penalty 2432.967101 = -201839.583653
  nChanged 17
		SP:Iteration 12Q (231525.700000 sec): 3 clusters
  Score: Raw -204283.091429 + Penalty 2432.967101 = -201850.124329
  nChanged 12
		SP:Iteration 13Q (231525.730000 sec): 3 clusters
  Score: Raw -204287.680731 + Penalty 2432.967101 = -201854.713630
  nChanged 8
		SP:Iteration 14Q (231525.770000 sec): 3 clusters
  Score: Raw -204291.870163 + Penalty 2432.967101 = -201858.903062
  nChanged 6
		SP:Iteration 15Q (231525.800000 sec): 3 clusters
  Score: Raw -204294.430059 + Penalty 2432.967101 = -201861.462958
  nChanged 2
		SP:Iteration 16Q (231525.830000 sec): 3 clusters
  Score: Raw -204296.727487 + Penalty 2432.967101 = -201863.760386
  nChanged 4
		SP:Iteration 17Q (231525.870000 sec): 3 clusters
  Score: Raw -204298.824983 + Penalty 2432.967101 = -201865.857883
  nChanged 4
		SP:Iteration 18Q (231525.900000 sec): 3 clusters
  Score: Raw -204300.262974 + Penalty 2432.967101 = -201867.295873
  nChanged 2
		SP:Iteration 19Q (231525.930000 sec): 3 clusters
  Score: Raw -204301.565154 + Penalty 2432.967101 = -201868.598054
  nChanged 2
		SP:Iteration 20F (231525.960000 sec): 3 clusters
  Score: Raw -204302.571495 + Penalty 2432.967101 = -201869.604394
  nChanged 4
		SP:Iteration 21Q (231526.000000 sec): 3 clusters
  Score: Raw -204304.944132 + Penalty 2432.967101 = -201871.977031
  nChanged 6
		SP:Iteration 22Q (231526.030000 sec): 3 clusters
  Score: Raw -204310.832294 + Penalty 2432.967101 = -201877.865193
  nChanged 9
		SP:Iteration 23Q (231526.060000 sec): 3 clusters
  Score: Raw -204317.240415 + Penalty 2432.967101 = -201884.273314
  nChanged 9
		SP:Iteration 24Q (231526.100000 sec): 3 clusters
  Score: Raw -204327.791807 + Penalty 2432.967101 = -201894.824706
  nChanged 14
		SP:Iteration 25Q (231526.130000 sec): 3 clusters
  Score: Raw -204335.906943 + Penalty 2432.967101 = -201902.939843
  nChanged 8
		SP:Iteration 26Q (231526.160000 sec): 3 clusters
  Score: Raw -204339.252204 + Penalty 2432.967101 = -201906.285104
  nChanged 6
		SP:Iteration 27Q (231526.190000 sec): 3 clusters
  Score: Raw -204342.049605 + Penalty 2432.967101 = -201909.082505
  nChanged 3
		SP:Iteration 28Q (231526.220000 sec): 3 clusters
  Score: Raw -204343.755519 + Penalty 2432.967101 = -201910.788418
  nChanged 2
		SP:Iteration 29Q (231526.260000 sec): 3 clusters
  Score: Raw -204344.487823 + Penalty 2432.967101 = -201911.520722
  nChanged 2
		SP:Iteration 30Q (231526.290000 sec): 3 clusters
  Score: Raw -204345.228241 + Penalty 2432.967101 = -201912.261140
  nChanged 1
		SP:Iteration 31Q (231526.320000 sec): 3 clusters
  Score: Raw -204345.459913 + Penalty 2432.967101 = -201912.492813
  nChanged 2
		SP:Iteration 32Q (231526.360000 sec): 3 clusters
  Score: Raw -204346.292609 + Penalty 2432.967101 = -201913.325508
  nChanged 4
		SP:Iteration 33Q (231526.390000 sec): 3 clusters
  Score: Raw -204348.596031 + Penalty 2432.967101 = -201915.628930
  nChanged 2
		SP:Iteration 34Q (231526.420000 sec): 3 clusters
  Score: Raw -204349.539703 + Penalty 2432.967101 = -201916.572603
  nChanged 1
		SP:Iteration 35Q (231526.450000 sec): 3 clusters
  Score: Raw -204350.201753 + Penalty 2432.967101 = -201917.234652
  nChanged 3
		SP:Iteration 36Q (231526.490000 sec): 3 clusters
  Score: Raw -204352.105094 + Penalty 2432.967101 = -201919.137994
  nChanged 3
		SP:Iteration 37Q (231526.520000 sec): 3 clusters
  Score: Raw -204353.076906 + Penalty 2432.967101 = -201920.109805
  nChanged 3
		SP:Iteration 38Q (231526.550000 sec): 3 clusters
  Score: Raw -204353.930864 + Penalty 2432.967101 = -201920.963763
  nChanged 3
		SP:Iteration 39Q (231526.580000 sec): 3 clusters
  Score: Raw -204356.702294 + Penalty 2432.967101 = -201923.735194
  nChanged 8
		SP:Iteration 40F (231526.620000 sec): 3 clusters
  Score: Raw -204359.654103 + Penalty 2432.967101 = -201926.687002
  nChanged 8
		SP:Iteration 41Q (231526.650000 sec): 3 clusters
  Score: Raw -204364.457732 + Penalty 2432.967101 = -201931.490631
  nChanged 6
		SP:Iteration 42Q (231526.680000 sec): 3 clusters
  Score: Raw -204367.770900 + Penalty 2432.967101 = -201934.803799
  nChanged 6
		SP:Iteration 43Q (231526.720000 sec): 3 clusters
  Score: Raw -204371.227458 + Penalty 2432.967101 = -201938.260357
  nChanged 8
		SP:Iteration 44Q (231526.750000 sec): 3 clusters
  Score: Raw -204376.015997 + Penalty 2432.967101 = -201943.048896
  nChanged 10
		SP:Iteration 45Q (231526.780000 sec): 3 clusters
  Score: Raw -204382.600969 + Penalty 2432.967101 = -201949.633868
  nChanged 10
		SP:Iteration 46Q (231526.810000 sec): 3 clusters
  Score: Raw -204391.456622 + Penalty 2432.967101 = -201958.489521
  nChanged 11
		SP:Iteration 47Q (231526.840000 sec): 3 clusters
  Score: Raw -204396.406031 + Penalty 2432.967101 = -201963.438930
  nChanged 8
		SP:Iteration 48Q (231526.880000 sec): 3 clusters
  Score: Raw -204403.228339 + Penalty 2432.967101 = -201970.261238
  nChanged 14
		SP:Iteration 49Q (231526.910000 sec): 3 clusters
  Score: Raw -204415.889849 + Penalty 2432.967101 = -201982.922748
  nChanged 15
		SP:Iteration 50Q (231526.940000 sec): 3 clusters
  Score: Raw -204431.276765 + Penalty 2432.967101 = -201998.309664
  nChanged 23
		SP:Iteration 51Q (231526.980000 sec): 3 clusters
  Score: Raw -204463.046270 + Penalty 2432.967101 = -202030.079169
  nChanged 24
		SP:Iteration 52Q (231527.010000 sec): 3 clusters
  Score: Raw -204489.923458 + Penalty 2432.967101 = -202056.956357
  nChanged 18
		SP:Iteration 53Q (231527.040000 sec): 3 clusters
  Score: Raw -204509.048031 + Penalty 2432.967101 = -202076.080930
  nChanged 21
		SP:Iteration 54Q (231527.070000 sec): 3 clusters
  Score: Raw -204523.595893 + Penalty 2432.967101 = -202090.628792
  nChanged 14
		SP:Iteration 55Q (231527.100000 sec): 3 clusters
  Score: Raw -204537.331396 + Penalty 2432.967101 = -202104.364295
  nChanged 16
		SP:Iteration 56Q (231527.140000 sec): 3 clusters
  Score: Raw -204548.829147 + Penalty 2432.967101 = -202115.862046
  nChanged 11
		SP:Iteration 57Q (231527.170000 sec): 3 clusters
  Score: Raw -204557.303956 + Penalty 2432.967101 = -202124.336855
  nChanged 11
		SP:Iteration 58Q (231527.200000 sec): 3 clusters
  Score: Raw -204562.535004 + Penalty 2432.967101 = -202129.567903
  nChanged 1
		SP:Iteration 59Q (231527.230000 sec): 3 clusters
  Score: Raw -204563.108260 + Penalty 2432.967101 = -202130.141159
  nChanged 1
		SP:Iteration 60F (231527.270000 sec): 3 clusters
  Score: Raw -204563.518914 + Penalty 2432.967101 = -202130.551813
  nChanged 1
		SP:Iteration 61Q (231527.300000 sec): 3 clusters
  Score: Raw -204563.735245 + Penalty 2432.967101 = -202130.768144
  nChanged 0
		SP:Iteration 62F (231527.330000 sec): 3 clusters
  Score: Raw -204563.735245 + Penalty 2432.967101 = -202130.768144
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 69 (13131 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (231527.500000 sec): 2 clusters
  Score: Raw -1532563.371221 + Penalty 1540.943808 = -1531022.427413
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (231527.680000 sec): 3 clusters
  Score: Raw -1524953.947902 + Penalty 3081.887616 = -1521872.060286
  nChanged 5748
		SP:Iteration 1F (231527.860000 sec): 3 clusters
  Score: Raw -1528089.306934 + Penalty 3081.887616 = -1525007.419318
  nChanged 794
		SP:Iteration 2F (231528.060000 sec): 3 clusters
  Score: Raw -1528514.574834 + Penalty 3081.887616 = -1525432.687218
  nChanged 819
		SP:Iteration 3F (231528.260000 sec): 3 clusters
  Score: Raw -1528983.277639 + Penalty 3081.887616 = -1525901.390023
  nChanged 835
		SP:Iteration 4F (231528.430000 sec): 3 clusters
  Score: Raw -1529495.642187 + Penalty 3081.887616 = -1526413.754571
  nChanged 853
		SP:Iteration 5F (231528.600000 sec): 3 clusters
  Score: Raw -1530025.793086 + Penalty 3081.887616 = -1526943.905470
  nChanged 747
		SP:Iteration 6F (231528.800000 sec): 3 clusters
  Score: Raw -1530451.627377 + Penalty 3081.887616 = -1527369.739761
  nChanged 646
		SP:Iteration 7Q (231529.000000 sec): 3 clusters
  Score: Raw -1530730.607054 + Penalty 3081.887616 = -1527648.719439
  nChanged 498
		SP:Iteration 8Q (231529.200000 sec): 3 clusters
  Score: Raw -1530903.965515 + Penalty 3081.887616 = -1527822.077899
  nChanged 355
		SP:Iteration 9Q (231529.370000 sec): 3 clusters
  Score: Raw -1531013.164347 + Penalty 3081.887616 = -1527931.276731
  nChanged 271
		SP:Iteration 10Q (231529.550000 sec): 3 clusters
  Score: Raw -1531090.815043 + Penalty 3081.887616 = -1528008.927427
  nChanged 244
		SP:Iteration 11Q (231529.770000 sec): 3 clusters
  Score: Raw -1531160.453961 + Penalty 3081.887616 = -1528078.566345
  nChanged 216
		SP:Iteration 12Q (231529.960000 sec): 3 clusters
  Score: Raw -1531215.938255 + Penalty 3081.887616 = -1528134.050639
  nChanged 176
		SP:Iteration 13Q (231530.140000 sec): 3 clusters
  Score: Raw -1531252.482372 + Penalty 3081.887616 = -1528170.594757
  nChanged 127
		SP:Iteration 14Q (231530.310000 sec): 3 clusters
  Score: Raw -1531278.085476 + Penalty 3081.887616 = -1528196.197860
  nChanged 124
		SP:Iteration 15Q (231530.520000 sec): 3 clusters
  Score: Raw -1531302.277400 + Penalty 3081.887616 = -1528220.389784
  nChanged 100
		SP:Iteration 16Q (231530.710000 sec): 3 clusters
  Score: Raw -1531320.104954 + Penalty 3081.887616 = -1528238.217338
  nChanged 101
		SP:Iteration 17Q (231530.890000 sec): 3 clusters
  Score: Raw -1531338.457768 + Penalty 3081.887616 = -1528256.570152
  nChanged 110
		SP:Iteration 18Q (231531.060000 sec): 3 clusters
  Score: Raw -1531360.080957 + Penalty 3081.887616 = -1528278.193341
  nChanged 98
		SP:Iteration 19Q (231531.280000 sec): 3 clusters
  Score: Raw -1531380.904446 + Penalty 3081.887616 = -1528299.016830
  nChanged 102
		SP:Iteration 20F (231531.470000 sec): 3 clusters
  Score: Raw -1531403.883049 + Penalty 3081.887616 = -1528321.995433
  nChanged 109
		SP:Iteration 21Q (231531.650000 sec): 3 clusters
  Score: Raw -1531428.662231 + Penalty 3081.887616 = -1528346.774615
  nChanged 102
		SP:Iteration 22Q (231531.830000 sec): 3 clusters
  Score: Raw -1531446.043640 + Penalty 3081.887616 = -1528364.156024
  nChanged 89
		SP:Iteration 23Q (231532.030000 sec): 3 clusters
  Score: Raw -1531463.959706 + Penalty 3081.887616 = -1528382.072091
  nChanged 107
		SP:Iteration 24Q (231532.210000 sec): 3 clusters
  Score: Raw -1531485.169344 + Penalty 3081.887616 = -1528403.281728
  nChanged 99
		SP:Iteration 25Q (231532.380000 sec): 3 clusters
  Score: Raw -1531507.858402 + Penalty 3081.887616 = -1528425.970786
  nChanged 110
		SP:Iteration 26Q (231532.580000 sec): 3 clusters
  Score: Raw -1531537.354746 + Penalty 3081.887616 = -1528455.467130
  nChanged 127
		SP:Iteration 27Q (231532.780000 sec): 3 clusters
  Score: Raw -1531573.281632 + Penalty 3081.887616 = -1528491.394016
  nChanged 138
		SP:Iteration 28Q (231532.960000 sec): 3 clusters
  Score: Raw -1531611.993412 + Penalty 3081.887616 = -1528530.105796
  nChanged 151
		SP:Iteration 29Q (231533.140000 sec): 3 clusters
  Score: Raw -1531657.651517 + Penalty 3081.887616 = -1528575.763901
  nChanged 149
		SP:Iteration 30Q (231533.340000 sec): 3 clusters
  Score: Raw -1531703.127800 + Penalty 3081.887616 = -1528621.240184
  nChanged 153
		SP:Iteration 31Q (231533.530000 sec): 3 clusters
  Score: Raw -1531750.360738 + Penalty 3081.887616 = -1528668.473122
  nChanged 150
		SP:Iteration 32Q (231533.710000 sec): 3 clusters
  Score: Raw -1531792.157451 + Penalty 3081.887616 = -1528710.269835
  nChanged 153
		SP:Iteration 33Q (231533.890000 sec): 3 clusters
  Score: Raw -1531840.795015 + Penalty 3081.887616 = -1528758.907399
  nChanged 167
		SP:Iteration 34Q (231534.090000 sec): 3 clusters
  Score: Raw -1531891.533833 + Penalty 3081.887616 = -1528809.646217
  nChanged 174
		SP:Iteration 35Q (231534.270000 sec): 3 clusters
  Score: Raw -1531945.871140 + Penalty 3081.887616 = -1528863.983525
  nChanged 156
		SP:Iteration 36Q (231534.440000 sec): 3 clusters
  Score: Raw -1532000.854139 + Penalty 3081.887616 = -1528918.966524
  nChanged 163
		SP:Iteration 37Q (231534.650000 sec): 3 clusters
  Score: Raw -1532065.117137 + Penalty 3081.887616 = -1528983.229521
  nChanged 175
		SP:Iteration 38Q (231534.850000 sec): 3 clusters
  Score: Raw -1532137.799400 + Penalty 3081.887616 = -1529055.911785
  nChanged 180
		SP:Iteration 39Q (231535.040000 sec): 3 clusters
  Score: Raw -1532223.489691 + Penalty 3081.887616 = -1529141.602076
  nChanged 173
		SP:Iteration 40F (231535.220000 sec): 3 clusters
  Score: Raw -1532301.442921 + Penalty 3081.887616 = -1529219.555305
  nChanged 148
		SP:Iteration 41Q (231535.390000 sec): 3 clusters
  Score: Raw -1532364.941780 + Penalty 3081.887616 = -1529283.054164
  nChanged 121
		SP:Iteration 42Q (231535.590000 sec): 3 clusters
  Score: Raw -1532421.814094 + Penalty 3081.887616 = -1529339.926478
  nChanged 108
		SP:Iteration 43Q (231535.760000 sec): 3 clusters
  Score: Raw -1532469.207626 + Penalty 3081.887616 = -1529387.320010
  nChanged 92
		SP:Iteration 44Q (231535.930000 sec): 3 clusters
  Score: Raw -1532512.561911 + Penalty 3081.887616 = -1529430.674295
  nChanged 77
		SP:Iteration 45Q (231536.160000 sec): 3 clusters
  Score: Raw -1532549.818717 + Penalty 3081.887616 = -1529467.931101
  nChanged 82
		SP:Iteration 46Q (231536.350000 sec): 3 clusters
  Score: Raw -1532602.129181 + Penalty 3081.887616 = -1529520.241565
  nChanged 93
		SP:Iteration 47Q (231536.520000 sec): 3 clusters
  Score: Raw -1532658.129734 + Penalty 3081.887616 = -1529576.242118
  nChanged 64
		SP:Iteration 48Q (231536.710000 sec): 3 clusters
  Score: Raw -1532697.601420 + Penalty 3081.887616 = -1529615.713804
  nChanged 60
		SP:Iteration 49Q (231536.870000 sec): 3 clusters
  Score: Raw -1532733.009115 + Penalty 3081.887616 = -1529651.121499
  nChanged 45
		SP:Iteration 50Q (231537.040000 sec): 3 clusters
  Score: Raw -1532767.710713 + Penalty 3081.887616 = -1529685.823097
  nChanged 54
		SP:Iteration 51Q (231537.230000 sec): 3 clusters
  Score: Raw -1532804.306185 + Penalty 3081.887616 = -1529722.418569
  nChanged 49
		SP:Iteration 52Q (231537.410000 sec): 3 clusters
  Score: Raw -1532833.960146 + Penalty 3081.887616 = -1529752.072530
  nChanged 30
		SP:Iteration 53Q (231537.590000 sec): 3 clusters
  Score: Raw -1532851.312357 + Penalty 3081.887616 = -1529769.424741
  nChanged 19
		SP:Iteration 54Q (231537.780000 sec): 3 clusters
  Score: Raw -1532862.964049 + Penalty 3081.887616 = -1529781.076433
  nChanged 17
		SP:Iteration 55Q (231537.940000 sec): 3 clusters
  Score: Raw -1532870.115504 + Penalty 3081.887616 = -1529788.227888
  nChanged 9
		SP:Iteration 56Q (231538.120000 sec): 3 clusters
  Score: Raw -1532873.682579 + Penalty 3081.887616 = -1529791.794963
  nChanged 5
		SP:Iteration 57Q (231538.310000 sec): 3 clusters
  Score: Raw -1532876.095714 + Penalty 3081.887616 = -1529794.208098
  nChanged 5
		SP:Iteration 58Q (231538.500000 sec): 3 clusters
  Score: Raw -1532878.496848 + Penalty 3081.887616 = -1529796.609232
  nChanged 5
		SP:Iteration 59Q (231538.670000 sec): 3 clusters
  Score: Raw -1532881.460685 + Penalty 3081.887616 = -1529799.573069
  nChanged 6
		SP:Iteration 60F (231538.850000 sec): 3 clusters
  Score: Raw -1532884.109627 + Penalty 3081.887616 = -1529802.222011
  nChanged 4
		SP:Iteration 61Q (231539.040000 sec): 3 clusters
  Score: Raw -1532886.285310 + Penalty 3081.887616 = -1529804.397694
  nChanged 4
		SP:Iteration 62Q (231539.220000 sec): 3 clusters
  Score: Raw -1532888.065146 + Penalty 3081.887616 = -1529806.177530
  nChanged 6
		SP:Iteration 63Q (231539.380000 sec): 3 clusters
  Score: Raw -1532890.351031 + Penalty 3081.887616 = -1529808.463415
  nChanged 5
		SP:Iteration 64Q (231539.600000 sec): 3 clusters
  Score: Raw -1532892.567620 + Penalty 3081.887616 = -1529810.680004
  nChanged 4
		SP:Iteration 65Q (231539.780000 sec): 3 clusters
  Score: Raw -1532894.016574 + Penalty 3081.887616 = -1529812.128958
  nChanged 4
		SP:Iteration 66Q (231539.950000 sec): 3 clusters
  Score: Raw -1532897.050398 + Penalty 3081.887616 = -1529815.162782
  nChanged 5
		SP:Iteration 67Q (231540.140000 sec): 3 clusters
  Score: Raw -1532900.039978 + Penalty 3081.887616 = -1529818.152362
  nChanged 6
		SP:Iteration 68Q (231540.320000 sec): 3 clusters
  Score: Raw -1532903.234800 + Penalty 3081.887616 = -1529821.347184
  nChanged 2
		SP:Iteration 69Q (231540.490000 sec): 3 clusters
  Score: Raw -1532903.596268 + Penalty 3081.887616 = -1529821.708652
  nChanged 1
		SP:Iteration 70Q (231540.690000 sec): 3 clusters
  Score: Raw -1532904.269185 + Penalty 3081.887616 = -1529822.381569
  nChanged 1
		SP:Iteration 71Q (231540.860000 sec): 3 clusters
  Score: Raw -1532904.730480 + Penalty 3081.887616 = -1529822.842864
  nChanged 1
		SP:Iteration 72Q (231541.030000 sec): 3 clusters
  Score: Raw -1532905.292088 + Penalty 3081.887616 = -1529823.404472
  nChanged 0
		SP:Iteration 73F (231541.230000 sec): 3 clusters
  Score: Raw -1532905.292088 + Penalty 3081.887616 = -1529823.404472
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 70 (696 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (231541.290000 sec): 2 clusters
  Score: Raw -74215.286798 + Penalty 1063.619320 = -73151.667478
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (231541.300000 sec): 3 clusters
  Score: Raw -74068.715284 + Penalty 2127.238640 = -71941.476644
  nChanged 168
		SP:Iteration 1F (231541.320000 sec): 3 clusters
  Score: Raw -74278.912209 + Penalty 2127.238640 = -72151.673570
  nChanged 57
		SP:Iteration 2F (231541.330000 sec): 3 clusters
  Score: Raw -74363.302640 + Penalty 2127.238640 = -72236.064000
  nChanged 26
		SP:Iteration 3Q (231541.350000 sec): 3 clusters
  Score: Raw -74403.997264 + Penalty 2127.238640 = -72276.758624
  nChanged 17
		SP:Iteration 4Q (231541.360000 sec): 3 clusters
  Score: Raw -74433.091956 + Penalty 2127.238640 = -72305.853317
  nChanged 13
		SP:Iteration 5Q (231541.380000 sec): 3 clusters
  Score: Raw -74453.986107 + Penalty 2127.238640 = -72326.747467
  nChanged 6
		SP:Iteration 6Q (231541.390000 sec): 3 clusters
  Score: Raw -74465.635018 + Penalty 2127.238640 = -72338.396378
  nChanged 7
		SP:Iteration 7Q (231541.410000 sec): 3 clusters
  Score: Raw -74475.947235 + Penalty 2127.238640 = -72348.708595
  nChanged 4
		SP:Iteration 8Q (231541.420000 sec): 3 clusters
  Score: Raw -74479.502011 + Penalty 2127.238640 = -72352.263372
  nChanged 0
		SP:Iteration 9F (231541.440000 sec): 3 clusters
  Score: Raw -74479.502011 + Penalty 2127.238640 = -72352.263372
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 71 (3140 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (231541.510000 sec): 2 clusters
  Score: Raw -352938.228508 + Penalty 1308.446438 = -351629.782070
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (231541.570000 sec): 3 clusters
  Score: Raw -351469.838785 + Penalty 2616.892876 = -348852.945910
  nChanged 1259
		SP:Iteration 1F (231541.630000 sec): 3 clusters
  Score: Raw -352531.185403 + Penalty 2616.892876 = -349914.292528
  nChanged 305
		SP:Iteration 2F (231541.690000 sec): 3 clusters
  Score: Raw -352851.041103 + Penalty 2616.892876 = -350234.148227
  nChanged 239
		SP:Iteration 3F (231541.750000 sec): 3 clusters
  Score: Raw -353127.965399 + Penalty 2616.892876 = -350511.072523
  nChanged 205
		SP:Iteration 4F (231541.800000 sec): 3 clusters
  Score: Raw -353368.150268 + Penalty 2616.892876 = -350751.257392
  nChanged 160
		SP:Iteration 5F (231541.860000 sec): 3 clusters
  Score: Raw -353545.154951 + Penalty 2616.892876 = -350928.262075
  nChanged 125
		SP:Iteration 6Q (231541.920000 sec): 3 clusters
  Score: Raw -353669.835561 + Penalty 2616.892876 = -351052.942686
  nChanged 94
		SP:Iteration 7Q (231541.980000 sec): 3 clusters
  Score: Raw -353738.336133 + Penalty 2616.892876 = -351121.443258
  nChanged 58
		SP:Iteration 8Q (231542.030000 sec): 3 clusters
  Score: Raw -353782.486783 + Penalty 2616.892876 = -351165.593907
  nChanged 45
		SP:Iteration 9Q (231542.090000 sec): 3 clusters
  Score: Raw -353803.886260 + Penalty 2616.892876 = -351186.993384
  nChanged 35
		SP:Iteration 10Q (231542.140000 sec): 3 clusters
  Score: Raw -353821.234758 + Penalty 2616.892876 = -351204.341882
  nChanged 25
		SP:Iteration 11Q (231542.200000 sec): 3 clusters
  Score: Raw -353835.031005 + Penalty 2616.892876 = -351218.138129
  nChanged 25
		SP:Iteration 12Q (231542.260000 sec): 3 clusters
  Score: Raw -353851.513276 + Penalty 2616.892876 = -351234.620400
  nChanged 18
		SP:Iteration 13Q (231542.310000 sec): 3 clusters
  Score: Raw -353861.200874 + Penalty 2616.892876 = -351244.307998
  nChanged 11
		SP:Iteration 14Q (231542.360000 sec): 3 clusters
  Score: Raw -353865.874009 + Penalty 2616.892876 = -351248.981133
  nChanged 9
		SP:Iteration 15Q (231542.420000 sec): 3 clusters
  Score: Raw -353871.237939 + Penalty 2616.892876 = -351254.345063
  nChanged 8
		SP:Iteration 16Q (231542.480000 sec): 3 clusters
  Score: Raw -353876.545959 + Penalty 2616.892876 = -351259.653083
  nChanged 10
		SP:Iteration 17Q (231542.530000 sec): 3 clusters
  Score: Raw -353881.328533 + Penalty 2616.892876 = -351264.435657
  nChanged 9
		SP:Iteration 18Q (231542.590000 sec): 3 clusters
  Score: Raw -353885.167205 + Penalty 2616.892876 = -351268.274330
  nChanged 8
		SP:Iteration 19Q (231542.640000 sec): 3 clusters
  Score: Raw -353888.778562 + Penalty 2616.892876 = -351271.885686
  nChanged 8
		SP:Iteration 20F (231542.700000 sec): 3 clusters
  Score: Raw -353892.336222 + Penalty 2616.892876 = -351275.443347
  nChanged 6
		SP:Iteration 21Q (231542.760000 sec): 3 clusters
  Score: Raw -353894.629035 + Penalty 2616.892876 = -351277.736160
  nChanged 6
		SP:Iteration 22Q (231542.810000 sec): 3 clusters
  Score: Raw -353897.207268 + Penalty 2616.892876 = -351280.314393
  nChanged 4
		SP:Iteration 23Q (231542.870000 sec): 3 clusters
  Score: Raw -353899.315476 + Penalty 2616.892876 = -351282.422600
  nChanged 4
		SP:Iteration 24Q (231542.920000 sec): 3 clusters
  Score: Raw -353900.756941 + Penalty 2616.892876 = -351283.864065
  nChanged 3
		SP:Iteration 25Q (231542.980000 sec): 3 clusters
  Score: Raw -353901.508719 + Penalty 2616.892876 = -351284.615843
  nChanged 1
		SP:Iteration 26Q (231543.040000 sec): 3 clusters
  Score: Raw -353902.092395 + Penalty 2616.892876 = -351285.199520
  nChanged 0
		SP:Iteration 27F (231543.090000 sec): 3 clusters
  Score: Raw -353902.092395 + Penalty 2616.892876 = -351285.199520
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 72 (5590 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (231543.180000 sec): 2 clusters
  Score: Raw -657553.876773 + Penalty 1402.169367 = -656151.707406
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (231543.310000 sec): 3 clusters
  Score: Raw -654668.763948 + Penalty 2804.338734 = -651864.425214
  nChanged 2236
		SP:Iteration 1F (231543.410000 sec): 3 clusters
  Score: Raw -656124.391850 + Penalty 2804.338734 = -653320.053116
  nChanged 568
		SP:Iteration 2F (231543.500000 sec): 3 clusters
  Score: Raw -656668.024994 + Penalty 2804.338734 = -653863.686260
  nChanged 513
		SP:Iteration 3F (231543.600000 sec): 3 clusters
  Score: Raw -657169.201248 + Penalty 2804.338734 = -654364.862514
  nChanged 459
		SP:Iteration 4F (231543.700000 sec): 3 clusters
  Score: Raw -657578.042410 + Penalty 2804.338734 = -654773.703676
  nChanged 339
		SP:Iteration 5F (231543.790000 sec): 3 clusters
  Score: Raw -657868.526436 + Penalty 2804.338734 = -655064.187702
  nChanged 238
		SP:Iteration 6Q (231543.890000 sec): 3 clusters
  Score: Raw -658049.909945 + Penalty 2804.338734 = -655245.571211
  nChanged 188
		SP:Iteration 7Q (231543.980000 sec): 3 clusters
  Score: Raw -658203.965890 + Penalty 2804.338734 = -655399.627156
  nChanged 150
		SP:Iteration 8Q (231544.070000 sec): 3 clusters
  Score: Raw -658338.241253 + Penalty 2804.338734 = -655533.902519
  nChanged 128
		SP:Iteration 9Q (231544.170000 sec): 3 clusters
  Score: Raw -658418.516474 + Penalty 2804.338734 = -655614.177740
  nChanged 84
		SP:Iteration 10Q (231544.260000 sec): 3 clusters
  Score: Raw -658471.675096 + Penalty 2804.338734 = -655667.336362
  nChanged 63
		SP:Iteration 11Q (231544.360000 sec): 3 clusters
  Score: Raw -658503.972760 + Penalty 2804.338734 = -655699.634026
  nChanged 43
		SP:Iteration 12Q (231544.450000 sec): 3 clusters
  Score: Raw -658518.929636 + Penalty 2804.338734 = -655714.590902
  nChanged 24
		SP:Iteration 13Q (231544.540000 sec): 3 clusters
  Score: Raw -658526.579863 + Penalty 2804.338734 = -655722.241129
  nChanged 19
		SP:Iteration 14Q (231544.640000 sec): 3 clusters
  Score: Raw -658531.546609 + Penalty 2804.338734 = -655727.207875
  nChanged 14
		SP:Iteration 15Q (231544.730000 sec): 3 clusters
  Score: Raw -658535.651833 + Penalty 2804.338734 = -655731.313099
  nChanged 13
		SP:Iteration 16Q (231544.820000 sec): 3 clusters
  Score: Raw -658538.505788 + Penalty 2804.338734 = -655734.167054
  nChanged 10
		SP:Iteration 17Q (231544.920000 sec): 3 clusters
  Score: Raw -658540.592488 + Penalty 2804.338734 = -655736.253754
  nChanged 5
		SP:Iteration 18Q (231545.010000 sec): 3 clusters
  Score: Raw -658541.199188 + Penalty 2804.338734 = -655736.860454
  nChanged 2
		SP:Iteration 19Q (231545.100000 sec): 3 clusters
  Score: Raw -658541.662889 + Penalty 2804.338734 = -655737.324155
  nChanged 1
		SP:Iteration 20F (231545.200000 sec): 3 clusters
  Score: Raw -658541.827436 + Penalty 2804.338734 = -655737.488702
  nChanged 2
		SP:Iteration 21Q (231545.290000 sec): 3 clusters
  Score: Raw -658542.208559 + Penalty 2804.338734 = -655737.869825
  nChanged 4
		SP:Iteration 22Q (231545.380000 sec): 3 clusters
  Score: Raw -658543.150027 + Penalty 2804.338734 = -655738.811293
  nChanged 4
		SP:Iteration 23Q (231545.470000 sec): 3 clusters
  Score: Raw -658544.034019 + Penalty 2804.338734 = -655739.695285
  nChanged 3
		SP:Iteration 24Q (231545.560000 sec): 3 clusters
  Score: Raw -658544.774915 + Penalty 2804.338734 = -655740.436181
  nChanged 2
		SP:Iteration 25Q (231545.660000 sec): 3 clusters
  Score: Raw -658545.417822 + Penalty 2804.338734 = -655741.079088
  nChanged 3
		SP:Iteration 26Q (231545.750000 sec): 3 clusters
  Score: Raw -658546.182991 + Penalty 2804.338734 = -655741.844257
  nChanged 2
		SP:Iteration 27Q (231545.840000 sec): 3 clusters
  Score: Raw -658546.809215 + Penalty 2804.338734 = -655742.470481
  nChanged 6
		SP:Iteration 28Q (231545.930000 sec): 3 clusters
  Score: Raw -658548.912271 + Penalty 2804.338734 = -655744.573537
  nChanged 5
		SP:Iteration 29Q (231546.020000 sec): 3 clusters
  Score: Raw -658549.913729 + Penalty 2804.338734 = -655745.574995
  nChanged 2
		SP:Iteration 30Q (231546.110000 sec): 3 clusters
  Score: Raw -658550.485735 + Penalty 2804.338734 = -655746.147001
  nChanged 1
		SP:Iteration 31Q (231546.200000 sec): 3 clusters
  Score: Raw -658550.705221 + Penalty 2804.338734 = -655746.366487
  nChanged 2
		SP:Iteration 32Q (231546.300000 sec): 3 clusters
  Score: Raw -658551.542040 + Penalty 2804.338734 = -655747.203306
  nChanged 3
		SP:Iteration 33Q (231546.390000 sec): 3 clusters
  Score: Raw -658552.010746 + Penalty 2804.338734 = -655747.672012
  nChanged 1
		SP:Iteration 34Q (231546.480000 sec): 3 clusters
  Score: Raw -658552.042184 + Penalty 2804.338734 = -655747.703450
  nChanged 0
		SP:Iteration 35F (231546.580000 sec): 3 clusters
  Score: Raw -658552.042184 + Penalty 2804.338734 = -655747.703450
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 73 (2898 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (231546.640000 sec): 2 clusters
  Score: Raw -327017.719944 + Penalty 1295.413620 = -325722.306324
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (231546.700000 sec): 3 clusters
  Score: Raw -325665.116787 + Penalty 2590.827240 = -323074.289547
  nChanged 1102
		SP:Iteration 1F (231546.760000 sec): 3 clusters
  Score: Raw -326343.545987 + Penalty 2590.827240 = -323752.718747
  nChanged 223
		SP:Iteration 2F (231546.820000 sec): 3 clusters
  Score: Raw -326480.496116 + Penalty 2590.827240 = -323889.668876
  nChanged 147
		SP:Iteration 3F (231546.870000 sec): 3 clusters
  Score: Raw -326575.898450 + Penalty 2590.827240 = -323985.071210
  nChanged 107
		SP:Iteration 4Q (231546.920000 sec): 3 clusters
  Score: Raw -326634.781852 + Penalty 2590.827240 = -324043.954613
  nChanged 77
		SP:Iteration 5Q (231546.980000 sec): 3 clusters
  Score: Raw -326687.123680 + Penalty 2590.827240 = -324096.296440
  nChanged 79
		SP:Iteration 6Q (231547.030000 sec): 3 clusters
  Score: Raw -326733.198220 + Penalty 2590.827240 = -324142.370980
  nChanged 64
		SP:Iteration 7Q (231547.080000 sec): 3 clusters
  Score: Raw -326771.134449 + Penalty 2590.827240 = -324180.307209
  nChanged 69
		SP:Iteration 8Q (231547.140000 sec): 3 clusters
  Score: Raw -326810.339999 + Penalty 2590.827240 = -324219.512759
  nChanged 64
		SP:Iteration 9Q (231547.190000 sec): 3 clusters
  Score: Raw -326846.202420 + Penalty 2590.827240 = -324255.375180
  nChanged 62
		SP:Iteration 10Q (231547.240000 sec): 3 clusters
  Score: Raw -326882.307830 + Penalty 2590.827240 = -324291.480590
  nChanged 66
		SP:Iteration 11Q (231547.290000 sec): 3 clusters
  Score: Raw -326920.171460 + Penalty 2590.827240 = -324329.344221
  nChanged 54
		SP:Iteration 12Q (231547.340000 sec): 3 clusters
  Score: Raw -326956.090533 + Penalty 2590.827240 = -324365.263293
  nChanged 62
		SP:Iteration 13Q (231547.400000 sec): 3 clusters
  Score: Raw -326995.099303 + Penalty 2590.827240 = -324404.272063
  nChanged 60
		SP:Iteration 14Q (231547.450000 sec): 3 clusters
  Score: Raw -327027.235038 + Penalty 2590.827240 = -324436.407798
  nChanged 56
		SP:Iteration 15Q (231547.500000 sec): 3 clusters
  Score: Raw -327057.481414 + Penalty 2590.827240 = -324466.654174
  nChanged 39
		SP:Iteration 16Q (231547.560000 sec): 3 clusters
  Score: Raw -327079.170117 + Penalty 2590.827240 = -324488.342877
  nChanged 44
		SP:Iteration 17Q (231547.610000 sec): 3 clusters
  Score: Raw -327103.412327 + Penalty 2590.827240 = -324512.585087
  nChanged 35
		SP:Iteration 18Q (231547.660000 sec): 3 clusters
  Score: Raw -327121.830774 + Penalty 2590.827240 = -324531.003534
  nChanged 35
		SP:Iteration 19Q (231547.710000 sec): 3 clusters
  Score: Raw -327142.545662 + Penalty 2590.827240 = -324551.718422
  nChanged 30
		SP:Iteration 20F (231547.760000 sec): 3 clusters
  Score: Raw -327158.346467 + Penalty 2590.827240 = -324567.519227
  nChanged 28
		SP:Iteration 21Q (231547.820000 sec): 3 clusters
  Score: Raw -327173.973526 + Penalty 2590.827240 = -324583.146286
  nChanged 32
		SP:Iteration 22Q (231547.870000 sec): 3 clusters
  Score: Raw -327187.283040 + Penalty 2590.827240 = -324596.455800
  nChanged 31
		SP:Iteration 23Q (231547.920000 sec): 3 clusters
  Score: Raw -327204.797349 + Penalty 2590.827240 = -324613.970109
  nChanged 29
		SP:Iteration 24Q (231547.980000 sec): 3 clusters
  Score: Raw -327222.862029 + Penalty 2590.827240 = -324632.034789
  nChanged 32
		SP:Iteration 25Q (231548.030000 sec): 3 clusters
  Score: Raw -327240.385350 + Penalty 2590.827240 = -324649.558110
  nChanged 27
		SP:Iteration 26Q (231548.080000 sec): 3 clusters
  Score: Raw -327252.621721 + Penalty 2590.827240 = -324661.794481
  nChanged 17
		SP:Iteration 27Q (231548.130000 sec): 3 clusters
  Score: Raw -327258.679508 + Penalty 2590.827240 = -324667.852269
  nChanged 14
		SP:Iteration 28Q (231548.180000 sec): 3 clusters
  Score: Raw -327263.928787 + Penalty 2590.827240 = -324673.101547
  nChanged 9
		SP:Iteration 29Q (231548.230000 sec): 3 clusters
  Score: Raw -327268.675933 + Penalty 2590.827240 = -324677.848693
  nChanged 12
		SP:Iteration 30Q (231548.280000 sec): 3 clusters
  Score: Raw -327277.333555 + Penalty 2590.827240 = -324686.506315
  nChanged 14
		SP:Iteration 31Q (231548.340000 sec): 3 clusters
  Score: Raw -327283.650135 + Penalty 2590.827240 = -324692.822895
  nChanged 14
		SP:Iteration 32Q (231548.390000 sec): 3 clusters
  Score: Raw -327289.338237 + Penalty 2590.827240 = -324698.510997
  nChanged 7
		SP:Iteration 33Q (231548.440000 sec): 3 clusters
  Score: Raw -327291.410810 + Penalty 2590.827240 = -324700.583570
  nChanged 3
		SP:Iteration 34Q (231548.490000 sec): 3 clusters
  Score: Raw -327292.665475 + Penalty 2590.827240 = -324701.838235
  nChanged 4
		SP:Iteration 35Q (231548.540000 sec): 3 clusters
  Score: Raw -327294.587225 + Penalty 2590.827240 = -324703.759985
  nChanged 6
		SP:Iteration 36Q (231548.600000 sec): 3 clusters
  Score: Raw -327296.992991 + Penalty 2590.827240 = -324706.165751
  nChanged 5
		SP:Iteration 37Q (231548.650000 sec): 3 clusters
  Score: Raw -327298.716082 + Penalty 2590.827240 = -324707.888842
  nChanged 5
		SP:Iteration 38Q (231548.700000 sec): 3 clusters
  Score: Raw -327300.215825 + Penalty 2590.827240 = -324709.388585
  nChanged 3
		SP:Iteration 39Q (231548.750000 sec): 3 clusters
  Score: Raw -327300.705312 + Penalty 2590.827240 = -324709.878072
  nChanged 3
		SP:Iteration 40F (231548.800000 sec): 3 clusters
  Score: Raw -327301.416722 + Penalty 2590.827240 = -324710.589482
  nChanged 3
		SP:Iteration 41Q (231548.860000 sec): 3 clusters
  Score: Raw -327303.949434 + Penalty 2590.827240 = -324713.122194
  nChanged 5
		SP:Iteration 42Q (231548.910000 sec): 3 clusters
  Score: Raw -327305.894034 + Penalty 2590.827240 = -324715.066794
  nChanged 3
		SP:Iteration 43Q (231548.960000 sec): 3 clusters
  Score: Raw -327306.903231 + Penalty 2590.827240 = -324716.075991
  nChanged 4
		SP:Iteration 44Q (231549.010000 sec): 3 clusters
  Score: Raw -327307.747116 + Penalty 2590.827240 = -324716.919876
  nChanged 1
		SP:Iteration 45Q (231549.060000 sec): 3 clusters
  Score: Raw -327307.912135 + Penalty 2590.827240 = -324717.084895
  nChanged 0
		SP:Iteration 46F (231549.120000 sec): 3 clusters
  Score: Raw -327307.912135 + Penalty 2590.827240 = -324717.084895
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 74 (7250 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (231549.220000 sec): 2 clusters
  Score: Raw -821855.581632 + Penalty 1444.422972 = -820411.158661
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (231549.350000 sec): 3 clusters
  Score: Raw -817985.307629 + Penalty 2888.845943 = -815096.461686
  nChanged 3019
		SP:Iteration 1F (231549.470000 sec): 3 clusters
  Score: Raw -819651.812929 + Penalty 2888.845943 = -816762.966986
  nChanged 522
		SP:Iteration 2F (231549.580000 sec): 3 clusters
  Score: Raw -819930.999470 + Penalty 2888.845943 = -817042.153527
  nChanged 418
		SP:Iteration 3F (231549.710000 sec): 3 clusters
  Score: Raw -820152.394290 + Penalty 2888.845943 = -817263.548346
  nChanged 366
		SP:Iteration 4F (231549.820000 sec): 3 clusters
  Score: Raw -820359.560357 + Penalty 2888.845943 = -817470.714414
  nChanged 350
		SP:Iteration 5Q (231549.940000 sec): 3 clusters
  Score: Raw -820536.197485 + Penalty 2888.845943 = -817647.351542
  nChanged 320
		SP:Iteration 6Q (231550.060000 sec): 3 clusters
  Score: Raw -820714.114491 + Penalty 2888.845943 = -817825.268548
  nChanged 300
		SP:Iteration 7Q (231550.190000 sec): 3 clusters
  Score: Raw -820881.433480 + Penalty 2888.845943 = -817992.587537
  nChanged 280
		SP:Iteration 8Q (231550.320000 sec): 3 clusters
  Score: Raw -821057.970903 + Penalty 2888.845943 = -818169.124960
  nChanged 272
		SP:Iteration 9Q (231550.440000 sec): 3 clusters
  Score: Raw -821206.343111 + Penalty 2888.845943 = -818317.497168
  nChanged 220
		SP:Iteration 10Q (231550.570000 sec): 3 clusters
  Score: Raw -821318.842819 + Penalty 2888.845943 = -818429.996876
  nChanged 174
		SP:Iteration 11Q (231550.700000 sec): 3 clusters
  Score: Raw -821394.461246 + Penalty 2888.845943 = -818505.615303
  nChanged 145
		SP:Iteration 12Q (231550.830000 sec): 3 clusters
  Score: Raw -821452.620704 + Penalty 2888.845943 = -818563.774761
  nChanged 128
		SP:Iteration 13Q (231550.960000 sec): 3 clusters
  Score: Raw -821503.709029 + Penalty 2888.845943 = -818614.863086
  nChanged 114
		SP:Iteration 14Q (231551.080000 sec): 3 clusters
  Score: Raw -821548.489741 + Penalty 2888.845943 = -818659.643798
  nChanged 106
		SP:Iteration 15Q (231551.210000 sec): 3 clusters
  Score: Raw -821584.198345 + Penalty 2888.845943 = -818695.352402
  nChanged 83
		SP:Iteration 16Q (231551.340000 sec): 3 clusters
  Score: Raw -821610.893751 + Penalty 2888.845943 = -818722.047808
  nChanged 67
		SP:Iteration 17Q (231551.460000 sec): 3 clusters
  Score: Raw -821628.725583 + Penalty 2888.845943 = -818739.879640
  nChanged 59
		SP:Iteration 18Q (231551.590000 sec): 3 clusters
  Score: Raw -821641.825874 + Penalty 2888.845943 = -818752.979931
  nChanged 39
		SP:Iteration 19Q (231551.720000 sec): 3 clusters
  Score: Raw -821649.511846 + Penalty 2888.845943 = -818760.665903
  nChanged 35
		SP:Iteration 20F (231551.840000 sec): 3 clusters
  Score: Raw -821656.455131 + Penalty 2888.845943 = -818767.609188
  nChanged 18
		SP:Iteration 21Q (231551.970000 sec): 3 clusters
  Score: Raw -821660.180131 + Penalty 2888.845943 = -818771.334188
  nChanged 21
		SP:Iteration 22Q (231552.100000 sec): 3 clusters
  Score: Raw -821664.372358 + Penalty 2888.845943 = -818775.526415
  nChanged 20
		SP:Iteration 23Q (231552.220000 sec): 3 clusters
  Score: Raw -821667.365315 + Penalty 2888.845943 = -818778.519371
  nChanged 13
		SP:Iteration 24Q (231552.350000 sec): 3 clusters
  Score: Raw -821670.979078 + Penalty 2888.845943 = -818782.133135
  nChanged 14
		SP:Iteration 25Q (231552.480000 sec): 3 clusters
  Score: Raw -821674.008445 + Penalty 2888.845943 = -818785.162502
  nChanged 18
		SP:Iteration 26Q (231552.600000 sec): 3 clusters
  Score: Raw -821677.506480 + Penalty 2888.845943 = -818788.660537
  nChanged 20
		SP:Iteration 27Q (231552.730000 sec): 3 clusters
  Score: Raw -821682.152803 + Penalty 2888.845943 = -818793.306860
  nChanged 20
		SP:Iteration 28Q (231552.860000 sec): 3 clusters
  Score: Raw -821685.345664 + Penalty 2888.845943 = -818796.499721
  nChanged 21
		SP:Iteration 29Q (231552.980000 sec): 3 clusters
  Score: Raw -821687.674855 + Penalty 2888.845943 = -818798.828912
  nChanged 15
		SP:Iteration 30Q (231553.100000 sec): 3 clusters
  Score: Raw -821690.504667 + Penalty 2888.845943 = -818801.658724
  nChanged 13
		SP:Iteration 31Q (231553.230000 sec): 3 clusters
  Score: Raw -821692.468716 + Penalty 2888.845943 = -818803.622773
  nChanged 14
		SP:Iteration 32Q (231553.360000 sec): 3 clusters
  Score: Raw -821694.124102 + Penalty 2888.845943 = -818805.278159
  nChanged 9
		SP:Iteration 33Q (231553.480000 sec): 3 clusters
  Score: Raw -821696.153362 + Penalty 2888.845943 = -818807.307419
  nChanged 14
		SP:Iteration 34Q (231553.610000 sec): 3 clusters
  Score: Raw -821698.418754 + Penalty 2888.845943 = -818809.572811
  nChanged 12
		SP:Iteration 35Q (231553.740000 sec): 3 clusters
  Score: Raw -821700.128433 + Penalty 2888.845943 = -818811.282490
  nChanged 12
		SP:Iteration 36Q (231553.860000 sec): 3 clusters
  Score: Raw -821702.069435 + Penalty 2888.845943 = -818813.223492
  nChanged 12
		SP:Iteration 37Q (231553.990000 sec): 3 clusters
  Score: Raw -821704.018266 + Penalty 2888.845943 = -818815.172323
  nChanged 13
		SP:Iteration 38Q (231554.120000 sec): 3 clusters
  Score: Raw -821706.124030 + Penalty 2888.845943 = -818817.278087
  nChanged 10
		SP:Iteration 39Q (231554.240000 sec): 3 clusters
  Score: Raw -821707.780394 + Penalty 2888.845943 = -818818.934451
  nChanged 7
		SP:Iteration 40F (231554.370000 sec): 3 clusters
  Score: Raw -821708.981556 + Penalty 2888.845943 = -818820.135613
  nChanged 10
		SP:Iteration 41Q (231554.500000 sec): 3 clusters
  Score: Raw -821711.130782 + Penalty 2888.845943 = -818822.284839
  nChanged 12
		SP:Iteration 42Q (231554.620000 sec): 3 clusters
  Score: Raw -821713.066715 + Penalty 2888.845943 = -818824.220772
  nChanged 16
		SP:Iteration 43Q (231554.750000 sec): 3 clusters
  Score: Raw -821715.467465 + Penalty 2888.845943 = -818826.621522
  nChanged 15
		SP:Iteration 44Q (231554.880000 sec): 3 clusters
  Score: Raw -821718.115069 + Penalty 2888.845943 = -818829.269126
  nChanged 14
		SP:Iteration 45Q (231555.010000 sec): 3 clusters
  Score: Raw -821720.272958 + Penalty 2888.845943 = -818831.427015
  nChanged 11
		SP:Iteration 46Q (231555.130000 sec): 3 clusters
  Score: Raw -821722.040702 + Penalty 2888.845943 = -818833.194759
  nChanged 13
		SP:Iteration 47Q (231555.260000 sec): 3 clusters
  Score: Raw -821723.744907 + Penalty 2888.845943 = -818834.898964
  nChanged 12
		SP:Iteration 48Q (231555.380000 sec): 3 clusters
  Score: Raw -821725.463238 + Penalty 2888.845943 = -818836.617295
  nChanged 10
		SP:Iteration 49Q (231555.510000 sec): 3 clusters
  Score: Raw -821726.754367 + Penalty 2888.845943 = -818837.908423
  nChanged 9
		SP:Iteration 50Q (231555.640000 sec): 3 clusters
  Score: Raw -821727.931761 + Penalty 2888.845943 = -818839.085818
  nChanged 6
		SP:Iteration 51Q (231555.760000 sec): 3 clusters
  Score: Raw -821728.971805 + Penalty 2888.845943 = -818840.125862
  nChanged 3
		SP:Iteration 52Q (231555.890000 sec): 3 clusters
  Score: Raw -821729.325615 + Penalty 2888.845943 = -818840.479672
  nChanged 2
		SP:Iteration 53Q (231556.010000 sec): 3 clusters
  Score: Raw -821729.457004 + Penalty 2888.845943 = -818840.611061
  nChanged 1
		SP:Iteration 54Q (231556.140000 sec): 3 clusters
  Score: Raw -821729.707489 + Penalty 2888.845943 = -818840.861546
  nChanged 1
		SP:Iteration 55Q (231556.270000 sec): 3 clusters
  Score: Raw -821729.827431 + Penalty 2888.845943 = -818840.981488
  nChanged 3
		SP:Iteration 56Q (231556.390000 sec): 3 clusters
  Score: Raw -821730.226963 + Penalty 2888.845943 = -818841.381020
  nChanged 3
		SP:Iteration 57Q (231556.520000 sec): 3 clusters
  Score: Raw -821730.779468 + Penalty 2888.845943 = -818841.933525
  nChanged 2
		SP:Iteration 58Q (231556.650000 sec): 3 clusters
  Score: Raw -821731.283988 + Penalty 2888.845943 = -818842.438045
  nChanged 3
		SP:Iteration 59Q (231556.770000 sec): 3 clusters
  Score: Raw -821731.573271 + Penalty 2888.845943 = -818842.727328
  nChanged 1
		SP:Iteration 60F (231556.900000 sec): 3 clusters
  Score: Raw -821731.642989 + Penalty 2888.845943 = -818842.797046
  nChanged 2
		SP:Iteration 61Q (231557.030000 sec): 3 clusters
  Score: Raw -821731.805951 + Penalty 2888.845943 = -818842.960008
  nChanged 0
		SP:Iteration 62F (231557.150000 sec): 3 clusters
  Score: Raw -821731.805951 + Penalty 2888.845943 = -818842.960008
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 75 (4299 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (231557.230000 sec): 2 clusters
  Score: Raw -479751.143021 + Penalty 1359.497379 = -478391.645642
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (231557.320000 sec): 3 clusters
  Score: Raw -477580.774256 + Penalty 2718.994758 = -474861.779498
  nChanged 1715
		SP:Iteration 1F (231557.400000 sec): 3 clusters
  Score: Raw -478802.365457 + Penalty 2718.994758 = -476083.370699
  nChanged 476
		SP:Iteration 2F (231557.470000 sec): 3 clusters
  Score: Raw -479473.228327 + Penalty 2718.994758 = -476754.233570
  nChanged 427
		SP:Iteration 3F (231557.550000 sec): 3 clusters
  Score: Raw -480120.152461 + Penalty 2718.994758 = -477401.157703
  nChanged 368
		SP:Iteration 4F (231557.630000 sec): 3 clusters
  Score: Raw -480649.056935 + Penalty 2718.994758 = -477930.062177
  nChanged 289
		SP:Iteration 5F (231557.700000 sec): 3 clusters
  Score: Raw -481001.742836 + Penalty 2718.994758 = -478282.748078
  nChanged 225
		SP:Iteration 6F (231557.780000 sec): 3 clusters
  Score: Raw -481219.575516 + Penalty 2718.994758 = -478500.580758
  nChanged 119
		SP:Iteration 7Q (231557.860000 sec): 3 clusters
  Score: Raw -481308.154795 + Penalty 2718.994758 = -478589.160037
  nChanged 88
		SP:Iteration 8Q (231557.930000 sec): 3 clusters
  Score: Raw -481366.818571 + Penalty 2718.994758 = -478647.823814
  nChanged 57
		SP:Iteration 9Q (231558.010000 sec): 3 clusters
  Score: Raw -481398.685404 + Penalty 2718.994758 = -478679.690646
  nChanged 34
		SP:Iteration 10Q (231558.080000 sec): 3 clusters
  Score: Raw -481410.323522 + Penalty 2718.994758 = -478691.328764
  nChanged 19
		SP:Iteration 11Q (231558.160000 sec): 3 clusters
  Score: Raw -481416.453528 + Penalty 2718.994758 = -478697.458770
  nChanged 15
		SP:Iteration 12Q (231558.230000 sec): 3 clusters
  Score: Raw -481420.179299 + Penalty 2718.994758 = -478701.184541
  nChanged 8
		SP:Iteration 13Q (231558.300000 sec): 3 clusters
  Score: Raw -481421.968650 + Penalty 2718.994758 = -478702.973892
  nChanged 6
		SP:Iteration 14Q (231558.380000 sec): 3 clusters
  Score: Raw -481423.370669 + Penalty 2718.994758 = -478704.375911
  nChanged 5
		SP:Iteration 15Q (231558.450000 sec): 3 clusters
  Score: Raw -481424.867294 + Penalty 2718.994758 = -478705.872536
  nChanged 4
		SP:Iteration 16Q (231558.530000 sec): 3 clusters
  Score: Raw -481425.996397 + Penalty 2718.994758 = -478707.001639
  nChanged 2
		SP:Iteration 17Q (231558.600000 sec): 3 clusters
  Score: Raw -481426.461996 + Penalty 2718.994758 = -478707.467238
  nChanged 0
		SP:Iteration 18F (231558.680000 sec): 3 clusters
  Score: Raw -481426.461996 + Penalty 2718.994758 = -478707.467238
  nChanged 0
  Score: Raw -119185101.070149 + Penalty 281295.855392 = -118903805.214757

Splitting cluster 75 changes total score from -118904380.262626 to -118903805.214757

 So it's not getting split.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 76 (5299 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (231932.990000 sec): 2 clusters
  Score: Raw -656557.273992 + Penalty 1393.481928 = -655163.792064
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (231933.090000 sec): 3 clusters
  Score: Raw -653830.471498 + Penalty 2786.963856 = -651043.507642
  nChanged 2192
		SP:Iteration 1F (231933.190000 sec): 3 clusters
  Score: Raw -655039.321458 + Penalty 2786.963856 = -652252.357602
  nChanged 352
		SP:Iteration 2F (231933.280000 sec): 3 clusters
  Score: Raw -655242.221025 + Penalty 2786.963856 = -652455.257170
  nChanged 302
		SP:Iteration 3F (231933.380000 sec): 3 clusters
  Score: Raw -655427.844408 + Penalty 2786.963856 = -652640.880552
  nChanged 298
		SP:Iteration 4F (231933.470000 sec): 3 clusters
  Score: Raw -655638.886538 + Penalty 2786.963856 = -652851.922682
  nChanged 312
		SP:Iteration 5F (231933.560000 sec): 3 clusters
  Score: Raw -655870.677747 + Penalty 2786.963856 = -653083.713891
  nChanged 252
		SP:Iteration 6Q (231933.660000 sec): 3 clusters
  Score: Raw -656052.669298 + Penalty 2786.963856 = -653265.705442
  nChanged 220
		SP:Iteration 7Q (231933.750000 sec): 3 clusters
  Score: Raw -656208.029213 + Penalty 2786.963856 = -653421.065357
  nChanged 181
		SP:Iteration 8Q (231933.850000 sec): 3 clusters
  Score: Raw -656343.142466 + Penalty 2786.963856 = -653556.178610
  nChanged 144
		SP:Iteration 9Q (231933.940000 sec): 3 clusters
  Score: Raw -656451.020520 + Penalty 2786.963856 = -653664.056664
  nChanged 103
		SP:Iteration 10Q (231934.030000 sec): 3 clusters
  Score: Raw -656515.582070 + Penalty 2786.963856 = -653728.618215
  nChanged 68
		SP:Iteration 11Q (231934.120000 sec): 3 clusters
  Score: Raw -656561.342149 + Penalty 2786.963856 = -653774.378293
  nChanged 49
		SP:Iteration 12Q (231934.220000 sec): 3 clusters
  Score: Raw -656598.186995 + Penalty 2786.963856 = -653811.223139
  nChanged 41
		SP:Iteration 13Q (231934.310000 sec): 3 clusters
  Score: Raw -656630.160280 + Penalty 2786.963856 = -653843.196425
  nChanged 36
		SP:Iteration 14Q (231934.400000 sec): 3 clusters
  Score: Raw -656655.032752 + Penalty 2786.963856 = -653868.068896
  nChanged 26
		SP:Iteration 15Q (231934.490000 sec): 3 clusters
  Score: Raw -656676.707408 + Penalty 2786.963856 = -653889.743552
  nChanged 22
		SP:Iteration 16Q (231934.580000 sec): 3 clusters
  Score: Raw -656693.000142 + Penalty 2786.963856 = -653906.036286
  nChanged 19
		SP:Iteration 17Q (231934.670000 sec): 3 clusters
  Score: Raw -656706.167151 + Penalty 2786.963856 = -653919.203295
  nChanged 12
		SP:Iteration 18Q (231934.760000 sec): 3 clusters
  Score: Raw -656715.189794 + Penalty 2786.963856 = -653928.225938
  nChanged 6
		SP:Iteration 19Q (231934.850000 sec): 3 clusters
  Score: Raw -656717.883533 + Penalty 2786.963856 = -653930.919677
  nChanged 2
		SP:Iteration 20F (231934.940000 sec): 3 clusters
  Score: Raw -656718.955298 + Penalty 2786.963856 = -653931.991443
  nChanged 5
		SP:Iteration 21Q (231935.030000 sec): 3 clusters
  Score: Raw -656723.017296 + Penalty 2786.963856 = -653936.053440
  nChanged 6
		SP:Iteration 22Q (231935.120000 sec): 3 clusters
  Score: Raw -656727.393191 + Penalty 2786.963856 = -653940.429336
  nChanged 2
		SP:Iteration 23Q (231935.210000 sec): 3 clusters
  Score: Raw -656728.860876 + Penalty 2786.963856 = -653941.897020
  nChanged 1
		SP:Iteration 24Q (231935.300000 sec): 3 clusters
  Score: Raw -656729.804399 + Penalty 2786.963856 = -653942.840543
  nChanged 1
		SP:Iteration 25Q (231935.400000 sec): 3 clusters
  Score: Raw -656730.340942 + Penalty 2786.963856 = -653943.377087
  nChanged 1
		SP:Iteration 26Q (231935.480000 sec): 3 clusters
  Score: Raw -656731.076159 + Penalty 2786.963856 = -653944.112303
  nChanged 1
		SP:Iteration 27Q (231935.580000 sec): 3 clusters
  Score: Raw -656731.592941 + Penalty 2786.963856 = -653944.629085
  nChanged 0
		SP:Iteration 28F (231935.670000 sec): 3 clusters
  Score: Raw -656731.592941 + Penalty 2786.963856 = -653944.629085
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 77 (6607 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (231935.760000 sec): 2 clusters
  Score: Raw -778264.755881 + Penalty 1429.331308 = -776835.424573
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (231935.900000 sec): 3 clusters
  Score: Raw -774698.752788 + Penalty 2858.662616 = -771840.090172
  nChanged 2765
		SP:Iteration 1F (231936.000000 sec): 3 clusters
  Score: Raw -776231.657737 + Penalty 2858.662616 = -773372.995121
  nChanged 474
		SP:Iteration 2F (231936.110000 sec): 3 clusters
  Score: Raw -776475.254602 + Penalty 2858.662616 = -773616.591986
  nChanged 356
		SP:Iteration 3F (231936.210000 sec): 3 clusters
  Score: Raw -776662.804362 + Penalty 2858.662616 = -773804.141746
  nChanged 324
		SP:Iteration 4Q (231936.310000 sec): 3 clusters
  Score: Raw -776892.818566 + Penalty 2858.662616 = -774034.155950
  nChanged 343
		SP:Iteration 5F (231936.420000 sec): 3 clusters
  Score: Raw -777130.904344 + Penalty 2858.662616 = -774272.241728
  nChanged 354
		SP:Iteration 6F (231936.520000 sec): 3 clusters
  Score: Raw -777330.844893 + Penalty 2858.662616 = -774472.182278
  nChanged 306
		SP:Iteration 7Q (231936.620000 sec): 3 clusters
  Score: Raw -777493.402028 + Penalty 2858.662616 = -774634.739412
  nChanged 239
		SP:Iteration 8Q (231936.720000 sec): 3 clusters
  Score: Raw -777608.142801 + Penalty 2858.662616 = -774749.480185
  nChanged 213
		SP:Iteration 9Q (231936.830000 sec): 3 clusters
  Score: Raw -777709.726137 + Penalty 2858.662616 = -774851.063521
  nChanged 204
		SP:Iteration 10Q (231936.930000 sec): 3 clusters
  Score: Raw -777813.444641 + Penalty 2858.662616 = -774954.782025
  nChanged 187
		SP:Iteration 11Q (231937.030000 sec): 3 clusters
  Score: Raw -777897.371281 + Penalty 2858.662616 = -775038.708665
  nChanged 165
		SP:Iteration 12Q (231937.140000 sec): 3 clusters
  Score: Raw -777969.778552 + Penalty 2858.662616 = -775111.115936
  nChanged 147
		SP:Iteration 13Q (231937.240000 sec): 3 clusters
  Score: Raw -778038.929012 + Penalty 2858.662616 = -775180.266396
  nChanged 130
		SP:Iteration 14Q (231937.350000 sec): 3 clusters
  Score: Raw -778095.613087 + Penalty 2858.662616 = -775236.950471
  nChanged 129
		SP:Iteration 15Q (231937.450000 sec): 3 clusters
  Score: Raw -778152.391127 + Penalty 2858.662616 = -775293.728511
  nChanged 130
		SP:Iteration 16Q (231937.550000 sec): 3 clusters
  Score: Raw -778204.905847 + Penalty 2858.662616 = -775346.243231
  nChanged 109
		SP:Iteration 17Q (231937.660000 sec): 3 clusters
  Score: Raw -778257.650905 + Penalty 2858.662616 = -775398.988289
  nChanged 112
		SP:Iteration 18Q (231937.770000 sec): 3 clusters
  Score: Raw -778311.634284 + Penalty 2858.662616 = -775452.971668
  nChanged 108
		SP:Iteration 19Q (231937.870000 sec): 3 clusters
  Score: Raw -778367.923293 + Penalty 2858.662616 = -775509.260677
  nChanged 114
		SP:Iteration 20F (231937.980000 sec): 3 clusters
  Score: Raw -778422.891451 + Penalty 2858.662616 = -775564.228835
  nChanged 106
		SP:Iteration 21Q (231938.080000 sec): 3 clusters
  Score: Raw -778474.389199 + Penalty 2858.662616 = -775615.726583
  nChanged 90
		SP:Iteration 22Q (231938.180000 sec): 3 clusters
  Score: Raw -778521.180339 + Penalty 2858.662616 = -775662.517723
  nChanged 98
		SP:Iteration 23Q (231938.290000 sec): 3 clusters
  Score: Raw -778577.777710 + Penalty 2858.662616 = -775719.115094
  nChanged 85
		SP:Iteration 24Q (231938.400000 sec): 3 clusters
  Score: Raw -778630.778806 + Penalty 2858.662616 = -775772.116190
  nChanged 79
		SP:Iteration 25Q (231938.500000 sec): 3 clusters
  Score: Raw -778680.202283 + Penalty 2858.662616 = -775821.539667
  nChanged 68
		SP:Iteration 26Q (231938.610000 sec): 3 clusters
  Score: Raw -778731.940531 + Penalty 2858.662616 = -775873.277915
  nChanged 71
		SP:Iteration 27Q (231938.710000 sec): 3 clusters
  Score: Raw -778801.286056 + Penalty 2858.662616 = -775942.623440
  nChanged 78
		SP:Iteration 28Q (231938.810000 sec): 3 clusters
  Score: Raw -778876.351539 + Penalty 2858.662616 = -776017.688923
  nChanged 68
		SP:Iteration 29Q (231938.910000 sec): 3 clusters
  Score: Raw -778945.368661 + Penalty 2858.662616 = -776086.706045
  nChanged 57
		SP:Iteration 30Q (231939.010000 sec): 3 clusters
  Score: Raw -778993.989476 + Penalty 2858.662616 = -776135.326860
  nChanged 43
		SP:Iteration 31Q (231939.110000 sec): 3 clusters
  Score: Raw -779036.217682 + Penalty 2858.662616 = -776177.555066
  nChanged 32
		SP:Iteration 32Q (231939.200000 sec): 3 clusters
  Score: Raw -779079.169192 + Penalty 2858.662616 = -776220.506576
  nChanged 35
		SP:Iteration 33Q (231939.300000 sec): 3 clusters
  Score: Raw -779140.831579 + Penalty 2858.662616 = -776282.168963
  nChanged 36
		SP:Iteration 34Q (231939.400000 sec): 3 clusters
  Score: Raw -779181.963205 + Penalty 2858.662616 = -776323.300589
  nChanged 21
		SP:Iteration 35Q (231939.490000 sec): 3 clusters
  Score: Raw -779199.176773 + Penalty 2858.662616 = -776340.514157
  nChanged 20
		SP:Iteration 36Q (231939.590000 sec): 3 clusters
  Score: Raw -779211.011049 + Penalty 2858.662616 = -776352.348433
  nChanged 9
		SP:Iteration 37Q (231939.690000 sec): 3 clusters
  Score: Raw -779216.471461 + Penalty 2858.662616 = -776357.808845
  nChanged 7
		SP:Iteration 38Q (231939.780000 sec): 3 clusters
  Score: Raw -779219.690064 + Penalty 2858.662616 = -776361.027448
  nChanged 2
		SP:Iteration 39Q (231939.880000 sec): 3 clusters
  Score: Raw -779221.118508 + Penalty 2858.662616 = -776362.455892
  nChanged 1
		SP:Iteration 40F (231939.980000 sec): 3 clusters
  Score: Raw -779221.607457 + Penalty 2858.662616 = -776362.944841
  nChanged 2
		SP:Iteration 41Q (231940.080000 sec): 3 clusters
  Score: Raw -779222.654300 + Penalty 2858.662616 = -776363.991684
  nChanged 3
		SP:Iteration 42Q (231940.180000 sec): 3 clusters
  Score: Raw -779223.468403 + Penalty 2858.662616 = -776364.805787
  nChanged 0
		SP:Iteration 43F (231940.280000 sec): 3 clusters
  Score: Raw -779223.468403 + Penalty 2858.662616 = -776364.805787
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 78 (2967 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (231940.350000 sec): 2 clusters
  Score: Raw -333521.428146 + Penalty 1299.237326 = -332222.190820
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (231940.420000 sec): 3 clusters
  Score: Raw -332151.275759 + Penalty 2598.474652 = -329552.801107
  nChanged 1131
		SP:Iteration 1F (231940.480000 sec): 3 clusters
  Score: Raw -332840.811759 + Penalty 2598.474652 = -330242.337107
  nChanged 229
		SP:Iteration 2F (231940.530000 sec): 3 clusters
  Score: Raw -333005.516231 + Penalty 2598.474652 = -330407.041580
  nChanged 159
		SP:Iteration 3F (231940.590000 sec): 3 clusters
  Score: Raw -333109.462386 + Penalty 2598.474652 = -330510.987735
  nChanged 122
		SP:Iteration 4Q (231940.640000 sec): 3 clusters
  Score: Raw -333176.926478 + Penalty 2598.474652 = -330578.451826
  nChanged 94
		SP:Iteration 5Q (231940.700000 sec): 3 clusters
  Score: Raw -333220.730539 + Penalty 2598.474652 = -330622.255887
  nChanged 66
		SP:Iteration 6Q (231940.760000 sec): 3 clusters
  Score: Raw -333249.711189 + Penalty 2598.474652 = -330651.236537
  nChanged 53
		SP:Iteration 7Q (231940.820000 sec): 3 clusters
  Score: Raw -333275.476854 + Penalty 2598.474652 = -330677.002203
  nChanged 52
		SP:Iteration 8Q (231940.870000 sec): 3 clusters
  Score: Raw -333299.269460 + Penalty 2598.474652 = -330700.794808
  nChanged 45
		SP:Iteration 9Q (231940.930000 sec): 3 clusters
  Score: Raw -333318.398203 + Penalty 2598.474652 = -330719.923552
  nChanged 42
		SP:Iteration 10Q (231940.980000 sec): 3 clusters
  Score: Raw -333334.629382 + Penalty 2598.474652 = -330736.154730
  nChanged 43
		SP:Iteration 11Q (231941.040000 sec): 3 clusters
  Score: Raw -333353.303332 + Penalty 2598.474652 = -330754.828681
  nChanged 46
		SP:Iteration 12Q (231941.100000 sec): 3 clusters
  Score: Raw -333373.041363 + Penalty 2598.474652 = -330774.566712
  nChanged 40
		SP:Iteration 13Q (231941.160000 sec): 3 clusters
  Score: Raw -333388.475070 + Penalty 2598.474652 = -330790.000418
  nChanged 42
		SP:Iteration 14Q (231941.210000 sec): 3 clusters
  Score: Raw -333409.177843 + Penalty 2598.474652 = -330810.703192
  nChanged 37
		SP:Iteration 15Q (231941.270000 sec): 3 clusters
  Score: Raw -333422.516516 + Penalty 2598.474652 = -330824.041864
  nChanged 32
		SP:Iteration 16Q (231941.320000 sec): 3 clusters
  Score: Raw -333432.651014 + Penalty 2598.474652 = -330834.176362
  nChanged 33
		SP:Iteration 17Q (231941.380000 sec): 3 clusters
  Score: Raw -333442.774650 + Penalty 2598.474652 = -330844.299998
  nChanged 33
		SP:Iteration 18Q (231941.440000 sec): 3 clusters
  Score: Raw -333454.069710 + Penalty 2598.474652 = -330855.595058
  nChanged 34
		SP:Iteration 19Q (231941.500000 sec): 3 clusters
  Score: Raw -333464.497136 + Penalty 2598.474652 = -330866.022484
  nChanged 37
		SP:Iteration 20F (231941.550000 sec): 3 clusters
  Score: Raw -333479.115705 + Penalty 2598.474652 = -330880.641053
  nChanged 45
		SP:Iteration 21Q (231941.610000 sec): 3 clusters
  Score: Raw -333497.150163 + Penalty 2598.474652 = -330898.675512
  nChanged 48
		SP:Iteration 22Q (231941.660000 sec): 3 clusters
  Score: Raw -333520.809001 + Penalty 2598.474652 = -330922.334349
  nChanged 54
		SP:Iteration 23Q (231941.720000 sec): 3 clusters
  Score: Raw -333547.721174 + Penalty 2598.474652 = -330949.246522
  nChanged 59
		SP:Iteration 24Q (231941.780000 sec): 3 clusters
  Score: Raw -333581.737532 + Penalty 2598.474652 = -330983.262881
  nChanged 59
		SP:Iteration 25Q (231941.840000 sec): 3 clusters
  Score: Raw -333616.105189 + Penalty 2598.474652 = -331017.630537
  nChanged 62
		SP:Iteration 26Q (231941.890000 sec): 3 clusters
  Score: Raw -333652.859071 + Penalty 2598.474652 = -331054.384419
  nChanged 66
		SP:Iteration 27Q (231941.950000 sec): 3 clusters
  Score: Raw -333691.781283 + Penalty 2598.474652 = -331093.306632
  nChanged 63
		SP:Iteration 28Q (231942.000000 sec): 3 clusters
  Score: Raw -333742.147838 + Penalty 2598.474652 = -331143.673186
  nChanged 50
		SP:Iteration 29Q (231942.060000 sec): 3 clusters
  Score: Raw -333778.645976 + Penalty 2598.474652 = -331180.171325
  nChanged 36
		SP:Iteration 30Q (231942.120000 sec): 3 clusters
  Score: Raw -333804.699045 + Penalty 2598.474652 = -331206.224394
  nChanged 22
		SP:Iteration 31Q (231942.170000 sec): 3 clusters
  Score: Raw -333818.407848 + Penalty 2598.474652 = -331219.933197
  nChanged 12
		SP:Iteration 32Q (231942.230000 sec): 3 clusters
  Score: Raw -333825.567568 + Penalty 2598.474652 = -331227.092916
  nChanged 8
		SP:Iteration 33Q (231942.280000 sec): 3 clusters
  Score: Raw -333829.378642 + Penalty 2598.474652 = -331230.903990
  nChanged 5
		SP:Iteration 34Q (231942.340000 sec): 3 clusters
  Score: Raw -333830.756793 + Penalty 2598.474652 = -331232.282141
  nChanged 2
		SP:Iteration 35Q (231942.400000 sec): 3 clusters
  Score: Raw -333831.765026 + Penalty 2598.474652 = -331233.290374
  nChanged 4
		SP:Iteration 36Q (231942.450000 sec): 3 clusters
  Score: Raw -333833.855372 + Penalty 2598.474652 = -331235.380720
  nChanged 2
		SP:Iteration 37Q (231942.510000 sec): 3 clusters
  Score: Raw -333834.869087 + Penalty 2598.474652 = -331236.394435
  nChanged 4
		SP:Iteration 38Q (231942.560000 sec): 3 clusters
  Score: Raw -333838.511694 + Penalty 2598.474652 = -331240.037043
  nChanged 7
		SP:Iteration 39Q (231942.620000 sec): 3 clusters
  Score: Raw -333843.404260 + Penalty 2598.474652 = -331244.929609
  nChanged 4
		SP:Iteration 40F (231942.680000 sec): 3 clusters
  Score: Raw -333846.257765 + Penalty 2598.474652 = -331247.783113
  nChanged 4
		SP:Iteration 41Q (231942.730000 sec): 3 clusters
  Score: Raw -333847.821775 + Penalty 2598.474652 = -331249.347124
  nChanged 3
		SP:Iteration 42Q (231942.790000 sec): 3 clusters
  Score: Raw -333849.460890 + Penalty 2598.474652 = -331250.986239
  nChanged 3
		SP:Iteration 43Q (231942.840000 sec): 3 clusters
  Score: Raw -333851.003747 + Penalty 2598.474652 = -331252.529095
  nChanged 3
		SP:Iteration 44Q (231942.900000 sec): 3 clusters
  Score: Raw -333852.846117 + Penalty 2598.474652 = -331254.371465
  nChanged 3
		SP:Iteration 45Q (231942.960000 sec): 3 clusters
  Score: Raw -333854.477708 + Penalty 2598.474652 = -331256.003056
  nChanged 2
		SP:Iteration 46Q (231943.010000 sec): 3 clusters
  Score: Raw -333855.765218 + Penalty 2598.474652 = -331257.290567
  nChanged 4
		SP:Iteration 47Q (231943.070000 sec): 3 clusters
  Score: Raw -333857.522085 + Penalty 2598.474652 = -331259.047434
  nChanged 2
		SP:Iteration 48Q (231943.120000 sec): 3 clusters
  Score: Raw -333858.531537 + Penalty 2598.474652 = -331260.056885
  nChanged 5
		SP:Iteration 49Q (231943.180000 sec): 3 clusters
  Score: Raw -333861.290253 + Penalty 2598.474652 = -331262.815601
  nChanged 4
		SP:Iteration 50Q (231943.240000 sec): 3 clusters
  Score: Raw -333865.244802 + Penalty 2598.474652 = -331266.770150
  nChanged 3
		SP:Iteration 51Q (231943.290000 sec): 3 clusters
  Score: Raw -333868.894600 + Penalty 2598.474652 = -331270.419949
  nChanged 3
		SP:Iteration 52Q (231943.340000 sec): 3 clusters
  Score: Raw -333870.832750 + Penalty 2598.474652 = -331272.358098
  nChanged 3
		SP:Iteration 53Q (231943.400000 sec): 3 clusters
  Score: Raw -333871.924678 + Penalty 2598.474652 = -331273.450026
  nChanged 3
		SP:Iteration 54Q (231943.460000 sec): 3 clusters
  Score: Raw -333873.340416 + Penalty 2598.474652 = -331274.865764
  nChanged 2
		SP:Iteration 55Q (231943.510000 sec): 3 clusters
  Score: Raw -333874.092982 + Penalty 2598.474652 = -331275.618331
  nChanged 2
		SP:Iteration 56Q (231943.570000 sec): 3 clusters
  Score: Raw -333875.078693 + Penalty 2598.474652 = -331276.604041
  nChanged 2
		SP:Iteration 57Q (231943.620000 sec): 3 clusters
  Score: Raw -333876.477338 + Penalty 2598.474652 = -331278.002686
  nChanged 1
		SP:Iteration 58Q (231943.680000 sec): 3 clusters
  Score: Raw -333876.736777 + Penalty 2598.474652 = -331278.262125
  nChanged 1
		SP:Iteration 59Q (231943.730000 sec): 3 clusters
  Score: Raw -333877.181071 + Penalty 2598.474652 = -331278.706420
  nChanged 0
		SP:Iteration 60F (231943.790000 sec): 3 clusters
  Score: Raw -333877.181071 + Penalty 2598.474652 = -331278.706420
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 79 (5140 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (231943.870000 sec): 2 clusters
  Score: Raw -614730.902297 + Penalty 1388.531358 = -613342.370939
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (231943.970000 sec): 3 clusters
  Score: Raw -612056.425259 + Penalty 2777.062716 = -609279.362543
  nChanged 2100
		SP:Iteration 1F (231944.060000 sec): 3 clusters
  Score: Raw -613166.370487 + Penalty 2777.062716 = -610389.307771
  nChanged 345
		SP:Iteration 2F (231944.150000 sec): 3 clusters
  Score: Raw -613344.475373 + Penalty 2777.062716 = -610567.412656
  nChanged 256
		SP:Iteration 3Q (231944.240000 sec): 3 clusters
  Score: Raw -613464.875265 + Penalty 2777.062716 = -610687.812548
  nChanged 192
		SP:Iteration 4Q (231944.340000 sec): 3 clusters
  Score: Raw -613550.768287 + Penalty 2777.062716 = -610773.705570
  nChanged 176
		SP:Iteration 5Q (231944.430000 sec): 3 clusters
  Score: Raw -613615.154438 + Penalty 2777.062716 = -610838.091721
  nChanged 135
		SP:Iteration 6Q (231944.520000 sec): 3 clusters
  Score: Raw -613659.536771 + Penalty 2777.062716 = -610882.474055
  nChanged 111
		SP:Iteration 7Q (231944.610000 sec): 3 clusters
  Score: Raw -613697.499300 + Penalty 2777.062716 = -610920.436583
  nChanged 83
		SP:Iteration 8Q (231944.700000 sec): 3 clusters
  Score: Raw -613722.445346 + Penalty 2777.062716 = -610945.382629
  nChanged 76
		SP:Iteration 9Q (231944.790000 sec): 3 clusters
  Score: Raw -613746.897661 + Penalty 2777.062716 = -610969.834944
  nChanged 76
		SP:Iteration 10Q (231944.880000 sec): 3 clusters
  Score: Raw -613770.109777 + Penalty 2777.062716 = -610993.047060
  nChanged 53
		SP:Iteration 11Q (231944.970000 sec): 3 clusters
  Score: Raw -613785.440996 + Penalty 2777.062716 = -611008.378280
  nChanged 51
		SP:Iteration 12Q (231945.060000 sec): 3 clusters
  Score: Raw -613799.054643 + Penalty 2777.062716 = -611021.991926
  nChanged 34
		SP:Iteration 13Q (231945.160000 sec): 3 clusters
  Score: Raw -613808.198316 + Penalty 2777.062716 = -611031.135600
  nChanged 43
		SP:Iteration 14Q (231945.240000 sec): 3 clusters
  Score: Raw -613819.489392 + Penalty 2777.062716 = -611042.426676
  nChanged 38
		SP:Iteration 15Q (231945.340000 sec): 3 clusters
  Score: Raw -613830.381755 + Penalty 2777.062716 = -611053.319039
  nChanged 34
		SP:Iteration 16Q (231945.430000 sec): 3 clusters
  Score: Raw -613837.149188 + Penalty 2777.062716 = -611060.086472
  nChanged 27
		SP:Iteration 17Q (231945.520000 sec): 3 clusters
  Score: Raw -613843.704316 + Penalty 2777.062716 = -611066.641599
  nChanged 25
		SP:Iteration 18Q (231945.610000 sec): 3 clusters
  Score: Raw -613849.517034 + Penalty 2777.062716 = -611072.454318
  nChanged 18
		SP:Iteration 19Q (231945.700000 sec): 3 clusters
  Score: Raw -613854.812345 + Penalty 2777.062716 = -611077.749629
  nChanged 20
		SP:Iteration 20F (231945.790000 sec): 3 clusters
  Score: Raw -613862.539094 + Penalty 2777.062716 = -611085.476378
  nChanged 39
		SP:Iteration 21Q (231945.880000 sec): 3 clusters
  Score: Raw -613875.103176 + Penalty 2777.062716 = -611098.040459
  nChanged 37
		SP:Iteration 22Q (231945.970000 sec): 3 clusters
  Score: Raw -613885.510560 + Penalty 2777.062716 = -611108.447844
  nChanged 29
		SP:Iteration 23Q (231946.060000 sec): 3 clusters
  Score: Raw -613891.279723 + Penalty 2777.062716 = -611114.217007
  nChanged 23
		SP:Iteration 24Q (231946.160000 sec): 3 clusters
  Score: Raw -613895.765988 + Penalty 2777.062716 = -611118.703271
  nChanged 23
		SP:Iteration 25Q (231946.240000 sec): 3 clusters
  Score: Raw -613901.523199 + Penalty 2777.062716 = -611124.460483
  nChanged 25
		SP:Iteration 26Q (231946.340000 sec): 3 clusters
  Score: Raw -613907.250560 + Penalty 2777.062716 = -611130.187843
  nChanged 28
		SP:Iteration 27Q (231946.430000 sec): 3 clusters
  Score: Raw -613913.661778 + Penalty 2777.062716 = -611136.599061
  nChanged 19
		SP:Iteration 28Q (231946.520000 sec): 3 clusters
  Score: Raw -613917.586372 + Penalty 2777.062716 = -611140.523655
  nChanged 25
		SP:Iteration 29Q (231946.610000 sec): 3 clusters
  Score: Raw -613923.630698 + Penalty 2777.062716 = -611146.567982
  nChanged 32
		SP:Iteration 30Q (231946.700000 sec): 3 clusters
  Score: Raw -613931.612736 + Penalty 2777.062716 = -611154.550019
  nChanged 28
		SP:Iteration 31Q (231946.790000 sec): 3 clusters
  Score: Raw -613938.948981 + Penalty 2777.062716 = -611161.886265
  nChanged 28
		SP:Iteration 32Q (231946.880000 sec): 3 clusters
  Score: Raw -613945.481076 + Penalty 2777.062716 = -611168.418360
  nChanged 31
		SP:Iteration 33Q (231946.970000 sec): 3 clusters
  Score: Raw -613952.546842 + Penalty 2777.062716 = -611175.484126
  nChanged 34
		SP:Iteration 34Q (231947.060000 sec): 3 clusters
  Score: Raw -613963.585956 + Penalty 2777.062716 = -611186.523240
  nChanged 33
		SP:Iteration 35Q (231947.160000 sec): 3 clusters
  Score: Raw -613971.634053 + Penalty 2777.062716 = -611194.571336
  nChanged 35
		SP:Iteration 36Q (231947.250000 sec): 3 clusters
  Score: Raw -613982.268756 + Penalty 2777.062716 = -611205.206039
  nChanged 43
		SP:Iteration 37Q (231947.340000 sec): 3 clusters
  Score: Raw -613997.613657 + Penalty 2777.062716 = -611220.550941
  nChanged 47
		SP:Iteration 38Q (231947.430000 sec): 3 clusters
  Score: Raw -614010.424273 + Penalty 2777.062716 = -611233.361556
  nChanged 47
		SP:Iteration 39Q (231947.520000 sec): 3 clusters
  Score: Raw -614026.337027 + Penalty 2777.062716 = -611249.274311
  nChanged 56
		SP:Iteration 40F (231947.610000 sec): 3 clusters
  Score: Raw -614046.183236 + Penalty 2777.062716 = -611269.120519
  nChanged 63
		SP:Iteration 41Q (231947.700000 sec): 3 clusters
  Score: Raw -614064.690468 + Penalty 2777.062716 = -611287.627752
  nChanged 57
		SP:Iteration 42Q (231947.790000 sec): 3 clusters
  Score: Raw -614081.386785 + Penalty 2777.062716 = -611304.324069
  nChanged 59
		SP:Iteration 43Q (231947.880000 sec): 3 clusters
  Score: Raw -614098.592994 + Penalty 2777.062716 = -611321.530277
  nChanged 52
		SP:Iteration 44Q (231947.970000 sec): 3 clusters
  Score: Raw -614115.531567 + Penalty 2777.062716 = -611338.468851
  nChanged 56
		SP:Iteration 45Q (231948.060000 sec): 3 clusters
  Score: Raw -614133.449081 + Penalty 2777.062716 = -611356.386365
  nChanged 56
		SP:Iteration 46Q (231948.150000 sec): 3 clusters
  Score: Raw -614151.677123 + Penalty 2777.062716 = -611374.614406
  nChanged 47
		SP:Iteration 47Q (231948.240000 sec): 3 clusters
  Score: Raw -614168.199104 + Penalty 2777.062716 = -611391.136388
  nChanged 53
		SP:Iteration 48Q (231948.330000 sec): 3 clusters
  Score: Raw -614187.525168 + Penalty 2777.062716 = -611410.462451
  nChanged 60
		SP:Iteration 49Q (231948.420000 sec): 3 clusters
  Score: Raw -614211.455164 + Penalty 2777.062716 = -611434.392447
  nChanged 62
		SP:Iteration 50Q (231948.510000 sec): 3 clusters
  Score: Raw -614234.453331 + Penalty 2777.062716 = -611457.390615
  nChanged 67
		SP:Iteration 51Q (231948.600000 sec): 3 clusters
  Score: Raw -614258.508733 + Penalty 2777.062716 = -611481.446017
  nChanged 72
		SP:Iteration 52Q (231948.690000 sec): 3 clusters
  Score: Raw -614286.254551 + Penalty 2777.062716 = -611509.191834
  nChanged 69
		SP:Iteration 53Q (231948.780000 sec): 3 clusters
  Score: Raw -614312.506990 + Penalty 2777.062716 = -611535.444274
  nChanged 62
		SP:Iteration 54Q (231948.870000 sec): 3 clusters
  Score: Raw -614343.035131 + Penalty 2777.062716 = -611565.972414
  nChanged 85
		SP:Iteration 55Q (231948.960000 sec): 3 clusters
  Score: Raw -614384.544632 + Penalty 2777.062716 = -611607.481915
  nChanged 76
		SP:Iteration 56Q (231949.050000 sec): 3 clusters
  Score: Raw -614420.571172 + Penalty 2777.062716 = -611643.508456
  nChanged 70
		SP:Iteration 57Q (231949.140000 sec): 3 clusters
  Score: Raw -614456.377725 + Penalty 2777.062716 = -611679.315008
  nChanged 79
		SP:Iteration 58Q (231949.230000 sec): 3 clusters
  Score: Raw -614497.838722 + Penalty 2777.062716 = -611720.776006
  nChanged 79
		SP:Iteration 59Q (231949.320000 sec): 3 clusters
  Score: Raw -614543.225858 + Penalty 2777.062716 = -611766.163142
  nChanged 75
		SP:Iteration 60F (231949.400000 sec): 3 clusters
  Score: Raw -614589.562817 + Penalty 2777.062716 = -611812.500101
  nChanged 67
		SP:Iteration 61Q (231949.490000 sec): 3 clusters
  Score: Raw -614628.883563 + Penalty 2777.062716 = -611851.820847
  nChanged 54
		SP:Iteration 62Q (231949.580000 sec): 3 clusters
  Score: Raw -614662.579308 + Penalty 2777.062716 = -611885.516591
  nChanged 49
		SP:Iteration 63Q (231949.670000 sec): 3 clusters
  Score: Raw -614699.618742 + Penalty 2777.062716 = -611922.556026
  nChanged 51
		SP:Iteration 64Q (231949.760000 sec): 3 clusters
  Score: Raw -614738.784719 + Penalty 2777.062716 = -611961.722002
  nChanged 45
		SP:Iteration 65Q (231949.840000 sec): 3 clusters
  Score: Raw -614766.708716 + Penalty 2777.062716 = -611989.645999
  nChanged 35
		SP:Iteration 66Q (231949.930000 sec): 3 clusters
  Score: Raw -614786.538685 + Penalty 2777.062716 = -612009.475968
  nChanged 22
		SP:Iteration 67Q (231950.020000 sec): 3 clusters
  Score: Raw -614798.753811 + Penalty 2777.062716 = -612021.691094
  nChanged 19
		SP:Iteration 68Q (231950.100000 sec): 3 clusters
  Score: Raw -614806.248584 + Penalty 2777.062716 = -612029.185867
  nChanged 8
		SP:Iteration 69Q (231950.190000 sec): 3 clusters
  Score: Raw -614813.552200 + Penalty 2777.062716 = -612036.489483
  nChanged 13
		SP:Iteration 70Q (231950.280000 sec): 3 clusters
  Score: Raw -614821.660855 + Penalty 2777.062716 = -612044.598138
  nChanged 9
		SP:Iteration 71Q (231950.370000 sec): 3 clusters
  Score: Raw -614826.159652 + Penalty 2777.062716 = -612049.096936
  nChanged 4
		SP:Iteration 72Q (231950.450000 sec): 3 clusters
  Score: Raw -614828.883151 + Penalty 2777.062716 = -612051.820434
  nChanged 7
		SP:Iteration 73Q (231950.540000 sec): 3 clusters
  Score: Raw -614832.574912 + Penalty 2777.062716 = -612055.512196
  nChanged 9
		SP:Iteration 74Q (231950.630000 sec): 3 clusters
  Score: Raw -614840.600365 + Penalty 2777.062716 = -612063.537649
  nChanged 13
		SP:Iteration 75Q (231950.710000 sec): 3 clusters
  Score: Raw -614847.689009 + Penalty 2777.062716 = -612070.626292
  nChanged 11
		SP:Iteration 76Q (231950.800000 sec): 3 clusters
  Score: Raw -614852.065572 + Penalty 2777.062716 = -612075.002856
  nChanged 6
		SP:Iteration 77Q (231950.890000 sec): 3 clusters
  Score: Raw -614855.187280 + Penalty 2777.062716 = -612078.124564
  nChanged 7
		SP:Iteration 78Q (231950.970000 sec): 3 clusters
  Score: Raw -614859.573728 + Penalty 2777.062716 = -612082.511011
  nChanged 5
		SP:Iteration 79Q (231951.060000 sec): 3 clusters
  Score: Raw -614863.728182 + Penalty 2777.062716 = -612086.665465
  nChanged 8
		SP:Iteration 80F (231951.150000 sec): 3 clusters
  Score: Raw -614870.839299 + Penalty 2777.062716 = -612093.776582
  nChanged 4
		SP:Iteration 81Q (231951.240000 sec): 3 clusters
  Score: Raw -614876.009159 + Penalty 2777.062716 = -612098.946442
  nChanged 8
		SP:Iteration 82Q (231951.320000 sec): 3 clusters
  Score: Raw -614880.380030 + Penalty 2777.062716 = -612103.317314
  nChanged 5
		SP:Iteration 83Q (231951.410000 sec): 3 clusters
  Score: Raw -614885.067842 + Penalty 2777.062716 = -612108.005126
  nChanged 6
		SP:Iteration 84Q (231951.500000 sec): 3 clusters
  Score: Raw -614889.650097 + Penalty 2777.062716 = -612112.587380
  nChanged 4
		SP:Iteration 85Q (231951.590000 sec): 3 clusters
  Score: Raw -614891.127582 + Penalty 2777.062716 = -612114.064865
  nChanged 4
		SP:Iteration 86Q (231951.670000 sec): 3 clusters
  Score: Raw -614893.740744 + Penalty 2777.062716 = -612116.678028
  nChanged 4
		SP:Iteration 87Q (231951.760000 sec): 3 clusters
  Score: Raw -614895.267050 + Penalty 2777.062716 = -612118.204333
  nChanged 1
		SP:Iteration 88Q (231951.850000 sec): 3 clusters
  Score: Raw -614895.855041 + Penalty 2777.062716 = -612118.792324
  nChanged 3
		SP:Iteration 89Q (231951.930000 sec): 3 clusters
  Score: Raw -614900.333548 + Penalty 2777.062716 = -612123.270832
  nChanged 5
		SP:Iteration 90Q (231952.020000 sec): 3 clusters
  Score: Raw -614904.577103 + Penalty 2777.062716 = -612127.514386
  nChanged 4
		SP:Iteration 91Q (231952.110000 sec): 3 clusters
  Score: Raw -614907.293281 + Penalty 2777.062716 = -612130.230565
  nChanged 5
		SP:Iteration 92Q (231952.190000 sec): 3 clusters
  Score: Raw -614910.887942 + Penalty 2777.062716 = -612133.825225
  nChanged 3
		SP:Iteration 93Q (231952.280000 sec): 3 clusters
  Score: Raw -614913.313568 + Penalty 2777.062716 = -612136.250852
  nChanged 3
		SP:Iteration 94Q (231952.370000 sec): 3 clusters
  Score: Raw -614915.218734 + Penalty 2777.062716 = -612138.156018
  nChanged 0
		SP:Iteration 95F (231952.460000 sec): 3 clusters
  Score: Raw -614915.218734 + Penalty 2777.062716 = -612138.156018
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 80 (2160 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (231952.520000 sec): 2 clusters
  Score: Raw -237938.402046 + Penalty 1247.652819 = -236690.749227
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (231952.560000 sec): 3 clusters
  Score: Raw -237056.080096 + Penalty 2495.305638 = -234560.774458
  nChanged 796
		SP:Iteration 1F (231952.600000 sec): 3 clusters
  Score: Raw -237702.513360 + Penalty 2495.305638 = -235207.207722
  nChanged 186
		SP:Iteration 2F (231952.650000 sec): 3 clusters
  Score: Raw -237867.460844 + Penalty 2495.305638 = -235372.155207
  nChanged 114
		SP:Iteration 3F (231952.690000 sec): 3 clusters
  Score: Raw -237964.201813 + Penalty 2495.305638 = -235468.896175
  nChanged 73
		SP:Iteration 4Q (231952.730000 sec): 3 clusters
  Score: Raw -238017.788607 + Penalty 2495.305638 = -235522.482969
  nChanged 53
		SP:Iteration 5Q (231952.770000 sec): 3 clusters
  Score: Raw -238050.936106 + Penalty 2495.305638 = -235555.630468
  nChanged 41
		SP:Iteration 6Q (231952.800000 sec): 3 clusters
  Score: Raw -238075.096595 + Penalty 2495.305638 = -235579.790958
  nChanged 44
		SP:Iteration 7Q (231952.840000 sec): 3 clusters
  Score: Raw -238102.808624 + Penalty 2495.305638 = -235607.502986
  nChanged 40
		SP:Iteration 8Q (231952.880000 sec): 3 clusters
  Score: Raw -238135.119170 + Penalty 2495.305638 = -235639.813533
  nChanged 34
		SP:Iteration 9Q (231952.920000 sec): 3 clusters
  Score: Raw -238155.402455 + Penalty 2495.305638 = -235660.096817
  nChanged 21
		SP:Iteration 10Q (231952.960000 sec): 3 clusters
  Score: Raw -238168.333127 + Penalty 2495.305638 = -235673.027489
  nChanged 22
		SP:Iteration 11Q (231953.000000 sec): 3 clusters
  Score: Raw -238179.751862 + Penalty 2495.305638 = -235684.446224
  nChanged 13
		SP:Iteration 12Q (231953.040000 sec): 3 clusters
  Score: Raw -238185.725385 + Penalty 2495.305638 = -235690.419747
  nChanged 11
		SP:Iteration 13Q (231953.080000 sec): 3 clusters
  Score: Raw -238189.847942 + Penalty 2495.305638 = -235694.542304
  nChanged 4
		SP:Iteration 14Q (231953.110000 sec): 3 clusters
  Score: Raw -238191.125136 + Penalty 2495.305638 = -235695.819498
  nChanged 2
		SP:Iteration 15Q (231953.150000 sec): 3 clusters
  Score: Raw -238192.044146 + Penalty 2495.305638 = -235696.738509
  nChanged 1
		SP:Iteration 16Q (231953.190000 sec): 3 clusters
  Score: Raw -238192.312677 + Penalty 2495.305638 = -235697.007039
  nChanged 2
		SP:Iteration 17Q (231953.230000 sec): 3 clusters
  Score: Raw -238192.855712 + Penalty 2495.305638 = -235697.550074
  nChanged 1
		SP:Iteration 18Q (231953.270000 sec): 3 clusters
  Score: Raw -238193.022906 + Penalty 2495.305638 = -235697.717269
  nChanged 1
		SP:Iteration 19Q (231953.310000 sec): 3 clusters
  Score: Raw -238193.420124 + Penalty 2495.305638 = -235698.114486
  nChanged 3
		SP:Iteration 20F (231953.350000 sec): 3 clusters
  Score: Raw -238194.312884 + Penalty 2495.305638 = -235699.007247
  nChanged 1
		SP:Iteration 21Q (231953.390000 sec): 3 clusters
  Score: Raw -238194.496095 + Penalty 2495.305638 = -235699.190458
  nChanged 1
		SP:Iteration 22Q (231953.430000 sec): 3 clusters
  Score: Raw -238194.819600 + Penalty 2495.305638 = -235699.513962
  nChanged 0
		SP:Iteration 23F (231953.470000 sec): 3 clusters
  Score: Raw -238194.819600 + Penalty 2495.305638 = -235699.513962
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 81 (1932 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (231953.530000 sec): 2 clusters
  Score: Raw -202477.375042 + Penalty 1229.525540 = -201247.849502
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (231953.570000 sec): 3 clusters
  Score: Raw -201672.194311 + Penalty 2459.051080 = -199213.143231
  nChanged 673
		SP:Iteration 1F (231953.610000 sec): 3 clusters
  Score: Raw -202199.312442 + Penalty 2459.051080 = -199740.261362
  nChanged 169
		SP:Iteration 2F (231953.640000 sec): 3 clusters
  Score: Raw -202371.069997 + Penalty 2459.051080 = -199912.018917
  nChanged 120
		SP:Iteration 3F (231953.680000 sec): 3 clusters
  Score: Raw -202489.554874 + Penalty 2459.051080 = -200030.503794
  nChanged 78
		SP:Iteration 4Q (231953.710000 sec): 3 clusters
  Score: Raw -202560.068811 + Penalty 2459.051080 = -200101.017731
  nChanged 61
		SP:Iteration 5Q (231953.750000 sec): 3 clusters
  Score: Raw -202611.909279 + Penalty 2459.051080 = -200152.858199
  nChanged 58
		SP:Iteration 6Q (231953.780000 sec): 3 clusters
  Score: Raw -202659.890863 + Penalty 2459.051080 = -200200.839783
  nChanged 46
		SP:Iteration 7Q (231953.820000 sec): 3 clusters
  Score: Raw -202699.786517 + Penalty 2459.051080 = -200240.735437
  nChanged 46
		SP:Iteration 8Q (231953.850000 sec): 3 clusters
  Score: Raw -202742.839666 + Penalty 2459.051080 = -200283.788586
  nChanged 44
		SP:Iteration 9Q (231953.890000 sec): 3 clusters
  Score: Raw -202793.041602 + Penalty 2459.051080 = -200333.990523
  nChanged 40
		SP:Iteration 10Q (231953.920000 sec): 3 clusters
  Score: Raw -202833.699539 + Penalty 2459.051080 = -200374.648459
  nChanged 33
		SP:Iteration 11Q (231953.960000 sec): 3 clusters
  Score: Raw -202863.028470 + Penalty 2459.051080 = -200403.977390
  nChanged 27
		SP:Iteration 12Q (231953.990000 sec): 3 clusters
  Score: Raw -202882.804410 + Penalty 2459.051080 = -200423.753331
  nChanged 18
		SP:Iteration 13Q (231954.030000 sec): 3 clusters
  Score: Raw -202893.244280 + Penalty 2459.051080 = -200434.193201
  nChanged 8
		SP:Iteration 14Q (231954.060000 sec): 3 clusters
  Score: Raw -202898.370382 + Penalty 2459.051080 = -200439.319303
  nChanged 6
		SP:Iteration 15Q (231954.100000 sec): 3 clusters
  Score: Raw -202902.763134 + Penalty 2459.051080 = -200443.712054
  nChanged 6
		SP:Iteration 16Q (231954.140000 sec): 3 clusters
  Score: Raw -202907.090768 + Penalty 2459.051080 = -200448.039688
  nChanged 6
		SP:Iteration 17Q (231954.170000 sec): 3 clusters
  Score: Raw -202909.699087 + Penalty 2459.051080 = -200450.648007
  nChanged 3
		SP:Iteration 18Q (231954.210000 sec): 3 clusters
  Score: Raw -202911.115565 + Penalty 2459.051080 = -200452.064485
  nChanged 1
		SP:Iteration 19Q (231954.240000 sec): 3 clusters
  Score: Raw -202911.445428 + Penalty 2459.051080 = -200452.394349
  nChanged 2
		SP:Iteration 20F (231954.280000 sec): 3 clusters
  Score: Raw -202912.612893 + Penalty 2459.051080 = -200453.561813
  nChanged 3
		SP:Iteration 21Q (231954.310000 sec): 3 clusters
  Score: Raw -202917.366813 + Penalty 2459.051080 = -200458.315733
  nChanged 6
		SP:Iteration 22Q (231954.350000 sec): 3 clusters
  Score: Raw -202921.666088 + Penalty 2459.051080 = -200462.615008
  nChanged 9
		SP:Iteration 23Q (231954.380000 sec): 3 clusters
  Score: Raw -202929.007853 + Penalty 2459.051080 = -200469.956773
  nChanged 3
		SP:Iteration 24Q (231954.420000 sec): 3 clusters
  Score: Raw -202930.774993 + Penalty 2459.051080 = -200471.723913
  nChanged 3
		SP:Iteration 25Q (231954.450000 sec): 3 clusters
  Score: Raw -202932.091100 + Penalty 2459.051080 = -200473.040021
  nChanged 0
		SP:Iteration 26F (231954.490000 sec): 3 clusters
  Score: Raw -202932.091100 + Penalty 2459.051080 = -200473.040021
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 82 (4096 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (231954.560000 sec): 2 clusters
  Score: Raw -464628.229874 + Penalty 1351.637002 = -463276.592871
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (231954.640000 sec): 3 clusters
  Score: Raw -462590.298470 + Penalty 2703.274004 = -459887.024466
  nChanged 1608
		SP:Iteration 1F (231954.720000 sec): 3 clusters
  Score: Raw -463572.933074 + Penalty 2703.274004 = -460869.659070
  nChanged 309
		SP:Iteration 2F (231954.790000 sec): 3 clusters
  Score: Raw -463764.248642 + Penalty 2703.274004 = -461060.974638
  nChanged 240
		SP:Iteration 3F (231954.860000 sec): 3 clusters
  Score: Raw -463891.237825 + Penalty 2703.274004 = -461187.963821
  nChanged 169
		SP:Iteration 4Q (231954.940000 sec): 3 clusters
  Score: Raw -463987.960654 + Penalty 2703.274004 = -461284.686650
  nChanged 142
		SP:Iteration 5Q (231955.010000 sec): 3 clusters
  Score: Raw -464067.588163 + Penalty 2703.274004 = -461364.314158
  nChanged 142
		SP:Iteration 6Q (231955.090000 sec): 3 clusters
  Score: Raw -464145.100777 + Penalty 2703.274004 = -461441.826773
  nChanged 141
		SP:Iteration 7Q (231955.160000 sec): 3 clusters
  Score: Raw -464218.780756 + Penalty 2703.274004 = -461515.506752
  nChanged 121
		SP:Iteration 8Q (231955.230000 sec): 3 clusters
  Score: Raw -464277.156799 + Penalty 2703.274004 = -461573.882794
  nChanged 94
		SP:Iteration 9Q (231955.310000 sec): 3 clusters
  Score: Raw -464321.942901 + Penalty 2703.274004 = -461618.668897
  nChanged 90
		SP:Iteration 10Q (231955.380000 sec): 3 clusters
  Score: Raw -464373.391625 + Penalty 2703.274004 = -461670.117621
  nChanged 91
		SP:Iteration 11Q (231955.450000 sec): 3 clusters
  Score: Raw -464423.312388 + Penalty 2703.274004 = -461720.038384
  nChanged 88
		SP:Iteration 12Q (231955.530000 sec): 3 clusters
  Score: Raw -464472.931141 + Penalty 2703.274004 = -461769.657136
  nChanged 86
		SP:Iteration 13Q (231955.600000 sec): 3 clusters
  Score: Raw -464518.418930 + Penalty 2703.274004 = -461815.144925
  nChanged 86
		SP:Iteration 14Q (231955.670000 sec): 3 clusters
  Score: Raw -464576.127318 + Penalty 2703.274004 = -461872.853314
  nChanged 81
		SP:Iteration 15Q (231955.740000 sec): 3 clusters
  Score: Raw -464624.751180 + Penalty 2703.274004 = -461921.477175
  nChanged 78
		SP:Iteration 16Q (231955.820000 sec): 3 clusters
  Score: Raw -464673.903867 + Penalty 2703.274004 = -461970.629863
  nChanged 75
		SP:Iteration 17Q (231955.890000 sec): 3 clusters
  Score: Raw -464725.676189 + Penalty 2703.274004 = -462022.402185
  nChanged 67
		SP:Iteration 18Q (231955.960000 sec): 3 clusters
  Score: Raw -464776.350263 + Penalty 2703.274004 = -462073.076259
  nChanged 72
		SP:Iteration 19Q (231956.030000 sec): 3 clusters
  Score: Raw -464834.641006 + Penalty 2703.274004 = -462131.367002
  nChanged 77
		SP:Iteration 20F (231956.110000 sec): 3 clusters
  Score: Raw -464907.554337 + Penalty 2703.274004 = -462204.280333
  nChanged 86
		SP:Iteration 21Q (231956.180000 sec): 3 clusters
  Score: Raw -464990.380157 + Penalty 2703.274004 = -462287.106153
  nChanged 91
		SP:Iteration 22Q (231956.250000 sec): 3 clusters
  Score: Raw -465080.027886 + Penalty 2703.274004 = -462376.753882
  nChanged 78
		SP:Iteration 23Q (231956.320000 sec): 3 clusters
  Score: Raw -465153.643157 + Penalty 2703.274004 = -462450.369153
  nChanged 56
		SP:Iteration 24Q (231956.390000 sec): 3 clusters
  Score: Raw -465188.600700 + Penalty 2703.274004 = -462485.326696
  nChanged 36
		SP:Iteration 25Q (231956.460000 sec): 3 clusters
  Score: Raw -465209.666724 + Penalty 2703.274004 = -462506.392719
  nChanged 22
		SP:Iteration 26Q (231956.530000 sec): 3 clusters
  Score: Raw -465220.882131 + Penalty 2703.274004 = -462517.608127
  nChanged 24
		SP:Iteration 27Q (231956.600000 sec): 3 clusters
  Score: Raw -465229.866970 + Penalty 2703.274004 = -462526.592966
  nChanged 14
		SP:Iteration 28Q (231956.670000 sec): 3 clusters
  Score: Raw -465237.336924 + Penalty 2703.274004 = -462534.062920
  nChanged 18
		SP:Iteration 29Q (231956.740000 sec): 3 clusters
  Score: Raw -465246.223852 + Penalty 2703.274004 = -462542.949848
  nChanged 26
		SP:Iteration 30Q (231956.810000 sec): 3 clusters
  Score: Raw -465260.000165 + Penalty 2703.274004 = -462556.726160
  nChanged 25
		SP:Iteration 31Q (231956.880000 sec): 3 clusters
  Score: Raw -465276.150215 + Penalty 2703.274004 = -462572.876211
  nChanged 32
		SP:Iteration 32Q (231956.960000 sec): 3 clusters
  Score: Raw -465294.436993 + Penalty 2703.274004 = -462591.162989
  nChanged 32
		SP:Iteration 33Q (231957.020000 sec): 3 clusters
  Score: Raw -465316.968398 + Penalty 2703.274004 = -462613.694394
  nChanged 36
		SP:Iteration 34Q (231957.100000 sec): 3 clusters
  Score: Raw -465337.852108 + Penalty 2703.274004 = -462634.578104
  nChanged 29
		SP:Iteration 35Q (231957.170000 sec): 3 clusters
  Score: Raw -465358.643308 + Penalty 2703.274004 = -462655.369304
  nChanged 32
		SP:Iteration 36Q (231957.240000 sec): 3 clusters
  Score: Raw -465382.954065 + Penalty 2703.274004 = -462679.680061
  nChanged 28
		SP:Iteration 37Q (231957.310000 sec): 3 clusters
  Score: Raw -465404.225333 + Penalty 2703.274004 = -462700.951329
  nChanged 35
		SP:Iteration 38Q (231957.380000 sec): 3 clusters
  Score: Raw -465428.254462 + Penalty 2703.274004 = -462724.980458
  nChanged 32
		SP:Iteration 39Q (231957.450000 sec): 3 clusters
  Score: Raw -465447.370824 + Penalty 2703.274004 = -462744.096820
  nChanged 33
		SP:Iteration 40F (231957.520000 sec): 3 clusters
  Score: Raw -465465.842464 + Penalty 2703.274004 = -462762.568460
  nChanged 22
		SP:Iteration 41Q (231957.600000 sec): 3 clusters
  Score: Raw -465476.616808 + Penalty 2703.274004 = -462773.342804
  nChanged 16
		SP:Iteration 42Q (231957.660000 sec): 3 clusters
  Score: Raw -465481.977456 + Penalty 2703.274004 = -462778.703452
  nChanged 10
		SP:Iteration 43Q (231957.740000 sec): 3 clusters
  Score: Raw -465484.794066 + Penalty 2703.274004 = -462781.520062
  nChanged 9
		SP:Iteration 44Q (231957.810000 sec): 3 clusters
  Score: Raw -465488.832889 + Penalty 2703.274004 = -462785.558884
  nChanged 6
		SP:Iteration 45Q (231957.880000 sec): 3 clusters
  Score: Raw -465491.216218 + Penalty 2703.274004 = -462787.942213
  nChanged 2
		SP:Iteration 46Q (231957.950000 sec): 3 clusters
  Score: Raw -465491.909611 + Penalty 2703.274004 = -462788.635607
  nChanged 2
		SP:Iteration 47Q (231958.020000 sec): 3 clusters
  Score: Raw -465492.361130 + Penalty 2703.274004 = -462789.087126
  nChanged 1
		SP:Iteration 48Q (231958.090000 sec): 3 clusters
  Score: Raw -465492.550675 + Penalty 2703.274004 = -462789.276671
  nChanged 0
		SP:Iteration 49F (231958.160000 sec): 3 clusters
  Score: Raw -465492.550675 + Penalty 2703.274004 = -462789.276671
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 83 (3504 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (231958.240000 sec): 2 clusters
  Score: Raw -434911.492436 + Penalty 1326.269823 = -433585.222613
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (231958.300000 sec): 3 clusters
  Score: Raw -433236.427919 + Penalty 2652.539647 = -430583.888272
  nChanged 1358
		SP:Iteration 1F (231958.370000 sec): 3 clusters
  Score: Raw -434021.973878 + Penalty 2652.539647 = -431369.434231
  nChanged 237
		SP:Iteration 2F (231958.430000 sec): 3 clusters
  Score: Raw -434175.263572 + Penalty 2652.539647 = -431522.723925
  nChanged 222
		SP:Iteration 3F (231958.490000 sec): 3 clusters
  Score: Raw -434327.162786 + Penalty 2652.539647 = -431674.623139
  nChanged 190
		SP:Iteration 4F (231958.560000 sec): 3 clusters
  Score: Raw -434443.463085 + Penalty 2652.539647 = -431790.923438
  nChanged 161
		SP:Iteration 5Q (231958.620000 sec): 3 clusters
  Score: Raw -434544.199681 + Penalty 2652.539647 = -431891.660034
  nChanged 131
		SP:Iteration 6Q (231958.680000 sec): 3 clusters
  Score: Raw -434627.590815 + Penalty 2652.539647 = -431975.051168
  nChanged 117
		SP:Iteration 7Q (231958.750000 sec): 3 clusters
  Score: Raw -434690.857885 + Penalty 2652.539647 = -432038.318238
  nChanged 94
		SP:Iteration 8Q (231958.810000 sec): 3 clusters
  Score: Raw -434741.727718 + Penalty 2652.539647 = -432089.188071
  nChanged 80
		SP:Iteration 9Q (231958.870000 sec): 3 clusters
  Score: Raw -434788.014825 + Penalty 2652.539647 = -432135.475178
  nChanged 87
		SP:Iteration 10Q (231958.940000 sec): 3 clusters
  Score: Raw -434829.887973 + Penalty 2652.539647 = -432177.348327
  nChanged 66
		SP:Iteration 11Q (231959.000000 sec): 3 clusters
  Score: Raw -434857.261643 + Penalty 2652.539647 = -432204.721996
  nChanged 46
		SP:Iteration 12Q (231959.060000 sec): 3 clusters
  Score: Raw -434874.451940 + Penalty 2652.539647 = -432221.912293
  nChanged 41
		SP:Iteration 13Q (231959.120000 sec): 3 clusters
  Score: Raw -434888.794962 + Penalty 2652.539647 = -432236.255315
  nChanged 36
		SP:Iteration 14Q (231959.190000 sec): 3 clusters
  Score: Raw -434903.391482 + Penalty 2652.539647 = -432250.851835
  nChanged 37
		SP:Iteration 15Q (231959.250000 sec): 3 clusters
  Score: Raw -434919.314434 + Penalty 2652.539647 = -432266.774787
  nChanged 29
		SP:Iteration 16Q (231959.310000 sec): 3 clusters
  Score: Raw -434932.355977 + Penalty 2652.539647 = -432279.816330
  nChanged 25
		SP:Iteration 17Q (231959.380000 sec): 3 clusters
  Score: Raw -434941.592663 + Penalty 2652.539647 = -432289.053016
  nChanged 16
		SP:Iteration 18Q (231959.440000 sec): 3 clusters
  Score: Raw -434947.298836 + Penalty 2652.539647 = -432294.759189
  nChanged 16
		SP:Iteration 19Q (231959.500000 sec): 3 clusters
  Score: Raw -434952.579342 + Penalty 2652.539647 = -432300.039695
  nChanged 17
		SP:Iteration 20F (231959.560000 sec): 3 clusters
  Score: Raw -434959.204805 + Penalty 2652.539647 = -432306.665158
  nChanged 14
		SP:Iteration 21Q (231959.630000 sec): 3 clusters
  Score: Raw -434964.564660 + Penalty 2652.539647 = -432312.025014
  nChanged 16
		SP:Iteration 22Q (231959.690000 sec): 3 clusters
  Score: Raw -434971.124622 + Penalty 2652.539647 = -432318.584976
  nChanged 13
		SP:Iteration 23Q (231959.750000 sec): 3 clusters
  Score: Raw -434976.313993 + Penalty 2652.539647 = -432323.774347
  nChanged 11
		SP:Iteration 24Q (231959.820000 sec): 3 clusters
  Score: Raw -434980.190322 + Penalty 2652.539647 = -432327.650675
  nChanged 10
		SP:Iteration 25Q (231959.880000 sec): 3 clusters
  Score: Raw -434984.304207 + Penalty 2652.539647 = -432331.764560
  nChanged 12
		SP:Iteration 26Q (231959.940000 sec): 3 clusters
  Score: Raw -434987.784530 + Penalty 2652.539647 = -432335.244883
  nChanged 13
		SP:Iteration 27Q (231960.000000 sec): 3 clusters
  Score: Raw -434992.313721 + Penalty 2652.539647 = -432339.774074
  nChanged 12
		SP:Iteration 28Q (231960.070000 sec): 3 clusters
  Score: Raw -434996.605706 + Penalty 2652.539647 = -432344.066059
  nChanged 10
		SP:Iteration 29Q (231960.130000 sec): 3 clusters
  Score: Raw -434999.203618 + Penalty 2652.539647 = -432346.663971
  nChanged 6
		SP:Iteration 30Q (231960.190000 sec): 3 clusters
  Score: Raw -435001.272411 + Penalty 2652.539647 = -432348.732764
  nChanged 11
		SP:Iteration 31Q (231960.250000 sec): 3 clusters
  Score: Raw -435004.806328 + Penalty 2652.539647 = -432352.266681
  nChanged 9
		SP:Iteration 32Q (231960.310000 sec): 3 clusters
  Score: Raw -435007.746175 + Penalty 2652.539647 = -432355.206528
  nChanged 5
		SP:Iteration 33Q (231960.380000 sec): 3 clusters
  Score: Raw -435009.072215 + Penalty 2652.539647 = -432356.532568
  nChanged 3
		SP:Iteration 34Q (231960.440000 sec): 3 clusters
  Score: Raw -435010.220844 + Penalty 2652.539647 = -432357.681197
  nChanged 3
		SP:Iteration 35Q (231960.500000 sec): 3 clusters
  Score: Raw -435011.107712 + Penalty 2652.539647 = -432358.568065
  nChanged 2
		SP:Iteration 36Q (231960.560000 sec): 3 clusters
  Score: Raw -435011.688100 + Penalty 2652.539647 = -432359.148453
  nChanged 2
		SP:Iteration 37Q (231960.630000 sec): 3 clusters
  Score: Raw -435012.419485 + Penalty 2652.539647 = -432359.879838
  nChanged 3
		SP:Iteration 38Q (231960.690000 sec): 3 clusters
  Score: Raw -435013.594140 + Penalty 2652.539647 = -432361.054493
  nChanged 1
		SP:Iteration 39Q (231960.750000 sec): 3 clusters
  Score: Raw -435013.754375 + Penalty 2652.539647 = -432361.214728
  nChanged 1
		SP:Iteration 40F (231960.820000 sec): 3 clusters
  Score: Raw -435013.950545 + Penalty 2652.539647 = -432361.410898
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 84 (2477 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (231960.880000 sec): 2 clusters
  Score: Raw -285381.874436 + Penalty 1269.905557 = -284111.968878
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (231960.930000 sec): 3 clusters
  Score: Raw -284270.017225 + Penalty 2539.811115 = -281730.206110
  nChanged 933
		SP:Iteration 1F (231960.980000 sec): 3 clusters
  Score: Raw -284947.129166 + Penalty 2539.811115 = -282407.318052
  nChanged 242
		SP:Iteration 2F (231961.020000 sec): 3 clusters
  Score: Raw -285209.657480 + Penalty 2539.811115 = -282669.846365
  nChanged 175
		SP:Iteration 3F (231961.070000 sec): 3 clusters
  Score: Raw -285372.537540 + Penalty 2539.811115 = -282832.726426
  nChanged 125
		SP:Iteration 4F (231961.110000 sec): 3 clusters
  Score: Raw -285495.788820 + Penalty 2539.811115 = -282955.977706
  nChanged 100
		SP:Iteration 5Q (231961.160000 sec): 3 clusters
  Score: Raw -285577.629346 + Penalty 2539.811115 = -283037.818231
  nChanged 75
		SP:Iteration 6Q (231961.200000 sec): 3 clusters
  Score: Raw -285624.063314 + Penalty 2539.811115 = -283084.252199
  nChanged 56
		SP:Iteration 7Q (231961.250000 sec): 3 clusters
  Score: Raw -285661.535706 + Penalty 2539.811115 = -283121.724591
  nChanged 45
		SP:Iteration 8Q (231961.290000 sec): 3 clusters
  Score: Raw -285699.374488 + Penalty 2539.811115 = -283159.563374
  nChanged 42
		SP:Iteration 9Q (231961.340000 sec): 3 clusters
  Score: Raw -285728.041905 + Penalty 2539.811115 = -283188.230790
  nChanged 41
		SP:Iteration 10Q (231961.380000 sec): 3 clusters
  Score: Raw -285756.258916 + Penalty 2539.811115 = -283216.447802
  nChanged 28
		SP:Iteration 11Q (231961.430000 sec): 3 clusters
  Score: Raw -285775.654223 + Penalty 2539.811115 = -283235.843109
  nChanged 32
		SP:Iteration 12Q (231961.470000 sec): 3 clusters
  Score: Raw -285799.427395 + Penalty 2539.811115 = -283259.616280
  nChanged 32
		SP:Iteration 13Q (231961.520000 sec): 3 clusters
  Score: Raw -285821.284545 + Penalty 2539.811115 = -283281.473431
  nChanged 39
		SP:Iteration 14Q (231961.560000 sec): 3 clusters
  Score: Raw -285866.171792 + Penalty 2539.811115 = -283326.360678
  nChanged 42
		SP:Iteration 15Q (231961.600000 sec): 3 clusters
  Score: Raw -285917.555844 + Penalty 2539.811115 = -283377.744730
  nChanged 60
		SP:Iteration 16Q (231961.650000 sec): 3 clusters
  Score: Raw -285991.177295 + Penalty 2539.811115 = -283451.366181
  nChanged 62
		SP:Iteration 17Q (231961.690000 sec): 3 clusters
  Score: Raw -286096.623375 + Penalty 2539.811115 = -283556.812261
  nChanged 75
		SP:Iteration 18Q (231961.740000 sec): 3 clusters
  Score: Raw -286212.041551 + Penalty 2539.811115 = -283672.230437
  nChanged 67
		SP:Iteration 19Q (231961.780000 sec): 3 clusters
  Score: Raw -286288.949994 + Penalty 2539.811115 = -283749.138879
  nChanged 49
		SP:Iteration 20F (231961.820000 sec): 3 clusters
  Score: Raw -286333.765487 + Penalty 2539.811115 = -283793.954372
  nChanged 47
		SP:Iteration 21Q (231961.870000 sec): 3 clusters
  Score: Raw -286388.094990 + Penalty 2539.811115 = -283848.283875
  nChanged 38
		SP:Iteration 22Q (231961.910000 sec): 3 clusters
  Score: Raw -286417.039635 + Penalty 2539.811115 = -283877.228520
  nChanged 25
		SP:Iteration 23Q (231961.960000 sec): 3 clusters
  Score: Raw -286434.001208 + Penalty 2539.811115 = -283894.190094
  nChanged 23
		SP:Iteration 24Q (231962.000000 sec): 3 clusters
  Score: Raw -286449.881589 + Penalty 2539.811115 = -283910.070475
  nChanged 17
		SP:Iteration 25Q (231962.040000 sec): 3 clusters
  Score: Raw -286463.318603 + Penalty 2539.811115 = -283923.507489
  nChanged 12
		SP:Iteration 26Q (231962.080000 sec): 3 clusters
  Score: Raw -286473.533691 + Penalty 2539.811115 = -283933.722576
  nChanged 17
		SP:Iteration 27Q (231962.120000 sec): 3 clusters
  Score: Raw -286484.444367 + Penalty 2539.811115 = -283944.633253
  nChanged 8
		SP:Iteration 28Q (231962.170000 sec): 3 clusters
  Score: Raw -286490.418438 + Penalty 2539.811115 = -283950.607323
  nChanged 8
		SP:Iteration 29Q (231962.210000 sec): 3 clusters
  Score: Raw -286494.899677 + Penalty 2539.811115 = -283955.088563
  nChanged 5
		SP:Iteration 30Q (231962.260000 sec): 3 clusters
  Score: Raw -286496.789049 + Penalty 2539.811115 = -283956.977935
  nChanged 3
		SP:Iteration 31Q (231962.300000 sec): 3 clusters
  Score: Raw -286497.936269 + Penalty 2539.811115 = -283958.125155
  nChanged 3
		SP:Iteration 32Q (231962.340000 sec): 3 clusters
  Score: Raw -286499.970137 + Penalty 2539.811115 = -283960.159022
  nChanged 5
		SP:Iteration 33Q (231962.380000 sec): 3 clusters
  Score: Raw -286502.157253 + Penalty 2539.811115 = -283962.346138
  nChanged 2
		SP:Iteration 34Q (231962.430000 sec): 3 clusters
  Score: Raw -286502.472584 + Penalty 2539.811115 = -283962.661469
  nChanged 0
		SP:Iteration 35F (231962.470000 sec): 3 clusters
  Score: Raw -286502.472584 + Penalty 2539.811115 = -283962.661469
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 85 (3147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (231962.540000 sec): 2 clusters
  Score: Raw -360570.087686 + Penalty 1308.808296 = -359261.279391
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (231962.600000 sec): 3 clusters
  Score: Raw -359086.692146 + Penalty 2617.616592 = -356469.075555
  nChanged 1203
		SP:Iteration 1F (231962.660000 sec): 3 clusters
  Score: Raw -359836.729996 + Penalty 2617.616592 = -357219.113405
  nChanged 279
		SP:Iteration 2F (231962.720000 sec): 3 clusters
  Score: Raw -360061.399629 + Penalty 2617.616592 = -357443.783038
  nChanged 205
		SP:Iteration 3F (231962.780000 sec): 3 clusters
  Score: Raw -360223.525290 + Penalty 2617.616592 = -357605.908698
  nChanged 169
		SP:Iteration 4F (231962.840000 sec): 3 clusters
  Score: Raw -360389.894491 + Penalty 2617.616592 = -357772.277899
  nChanged 183
		SP:Iteration 5F (231962.890000 sec): 3 clusters
  Score: Raw -360581.965034 + Penalty 2617.616592 = -357964.348442
  nChanged 188
		SP:Iteration 6F (231962.950000 sec): 3 clusters
  Score: Raw -360766.271920 + Penalty 2617.616592 = -358148.655328
  nChanged 175
		SP:Iteration 7F (231963.010000 sec): 3 clusters
  Score: Raw -360918.619902 + Penalty 2617.616592 = -358301.003310
  nChanged 137
		SP:Iteration 8Q (231963.060000 sec): 3 clusters
  Score: Raw -361031.333643 + Penalty 2617.616592 = -358413.717051
  nChanged 107
		SP:Iteration 9Q (231963.120000 sec): 3 clusters
  Score: Raw -361103.833724 + Penalty 2617.616592 = -358486.217132
  nChanged 74
		SP:Iteration 10Q (231963.180000 sec): 3 clusters
  Score: Raw -361148.441270 + Penalty 2617.616592 = -358530.824679
  nChanged 55
		SP:Iteration 11Q (231963.230000 sec): 3 clusters
  Score: Raw -361174.511186 + Penalty 2617.616592 = -358556.894594
  nChanged 33
		SP:Iteration 12Q (231963.290000 sec): 3 clusters
  Score: Raw -361190.557444 + Penalty 2617.616592 = -358572.940853
  nChanged 31
		SP:Iteration 13Q (231963.340000 sec): 3 clusters
  Score: Raw -361206.492558 + Penalty 2617.616592 = -358588.875967
  nChanged 28
		SP:Iteration 14Q (231963.400000 sec): 3 clusters
  Score: Raw -361216.344359 + Penalty 2617.616592 = -358598.727767
  nChanged 25
		SP:Iteration 15Q (231963.460000 sec): 3 clusters
  Score: Raw -361224.214540 + Penalty 2617.616592 = -358606.597948
  nChanged 20
		SP:Iteration 16Q (231963.510000 sec): 3 clusters
  Score: Raw -361232.994936 + Penalty 2617.616592 = -358615.378345
  nChanged 22
		SP:Iteration 17Q (231963.560000 sec): 3 clusters
  Score: Raw -361241.951644 + Penalty 2617.616592 = -358624.335052
  nChanged 22
		SP:Iteration 18Q (231963.620000 sec): 3 clusters
  Score: Raw -361250.567575 + Penalty 2617.616592 = -358632.950983
  nChanged 21
		SP:Iteration 19Q (231963.680000 sec): 3 clusters
  Score: Raw -361258.211863 + Penalty 2617.616592 = -358640.595272
  nChanged 18
		SP:Iteration 20F (231963.740000 sec): 3 clusters
  Score: Raw -361266.973365 + Penalty 2617.616592 = -358649.356774
  nChanged 26
		SP:Iteration 21Q (231963.790000 sec): 3 clusters
  Score: Raw -361281.828243 + Penalty 2617.616592 = -358664.211651
  nChanged 31
		SP:Iteration 22Q (231963.840000 sec): 3 clusters
  Score: Raw -361302.722242 + Penalty 2617.616592 = -358685.105651
  nChanged 29
		SP:Iteration 23Q (231963.900000 sec): 3 clusters
  Score: Raw -361322.553051 + Penalty 2617.616592 = -358704.936460
  nChanged 30
		SP:Iteration 24Q (231963.960000 sec): 3 clusters
  Score: Raw -361338.974591 + Penalty 2617.616592 = -358721.357999
  nChanged 27
		SP:Iteration 25Q (231964.010000 sec): 3 clusters
  Score: Raw -361354.282563 + Penalty 2617.616592 = -358736.665972
  nChanged 40
		SP:Iteration 26Q (231964.070000 sec): 3 clusters
  Score: Raw -361377.725392 + Penalty 2617.616592 = -358760.108800
  nChanged 30
		SP:Iteration 27Q (231964.120000 sec): 3 clusters
  Score: Raw -361394.896010 + Penalty 2617.616592 = -358777.279418
  nChanged 29
		SP:Iteration 28Q (231964.180000 sec): 3 clusters
  Score: Raw -361412.044694 + Penalty 2617.616592 = -358794.428103
  nChanged 36
		SP:Iteration 29Q (231964.230000 sec): 3 clusters
  Score: Raw -361431.382551 + Penalty 2617.616592 = -358813.765959
  nChanged 27
		SP:Iteration 30Q (231964.290000 sec): 3 clusters
  Score: Raw -361445.603789 + Penalty 2617.616592 = -358827.987198
  nChanged 26
		SP:Iteration 31Q (231964.340000 sec): 3 clusters
  Score: Raw -361458.459692 + Penalty 2617.616592 = -358840.843100
  nChanged 23
		SP:Iteration 32Q (231964.400000 sec): 3 clusters
  Score: Raw -361471.027237 + Penalty 2617.616592 = -358853.410645
  nChanged 30
		SP:Iteration 33Q (231964.460000 sec): 3 clusters
  Score: Raw -361485.654671 + Penalty 2617.616592 = -358868.038080
  nChanged 24
		SP:Iteration 34Q (231964.510000 sec): 3 clusters
  Score: Raw -361496.713707 + Penalty 2617.616592 = -358879.097116
  nChanged 27
		SP:Iteration 35Q (231964.560000 sec): 3 clusters
  Score: Raw -361510.450466 + Penalty 2617.616592 = -358892.833874
  nChanged 27
		SP:Iteration 36Q (231964.620000 sec): 3 clusters
  Score: Raw -361524.653307 + Penalty 2617.616592 = -358907.036715
  nChanged 25
		SP:Iteration 37Q (231964.680000 sec): 3 clusters
  Score: Raw -361538.964892 + Penalty 2617.616592 = -358921.348301
  nChanged 24
		SP:Iteration 38Q (231964.730000 sec): 3 clusters
  Score: Raw -361554.320865 + Penalty 2617.616592 = -358936.704274
  nChanged 31
		SP:Iteration 39Q (231964.780000 sec): 3 clusters
  Score: Raw -361570.787889 + Penalty 2617.616592 = -358953.171298
  nChanged 30
		SP:Iteration 40F (231964.840000 sec): 3 clusters
  Score: Raw -361589.167073 + Penalty 2617.616592 = -358971.550482
  nChanged 35
		SP:Iteration 41Q (231964.900000 sec): 3 clusters
  Score: Raw -361613.428018 + Penalty 2617.616592 = -358995.811426
  nChanged 33
		SP:Iteration 42Q (231964.950000 sec): 3 clusters
  Score: Raw -361634.358413 + Penalty 2617.616592 = -359016.741822
  nChanged 27
		SP:Iteration 43Q (231965.000000 sec): 3 clusters
  Score: Raw -361648.671960 + Penalty 2617.616592 = -359031.055369
  nChanged 22
		SP:Iteration 44Q (231965.060000 sec): 3 clusters
  Score: Raw -361657.323654 + Penalty 2617.616592 = -359039.707062
  nChanged 17
		SP:Iteration 45Q (231965.120000 sec): 3 clusters
  Score: Raw -361664.564162 + Penalty 2617.616592 = -359046.947570
  nChanged 15
		SP:Iteration 46Q (231965.170000 sec): 3 clusters
  Score: Raw -361672.583448 + Penalty 2617.616592 = -359054.966856
  nChanged 15
		SP:Iteration 47Q (231965.220000 sec): 3 clusters
  Score: Raw -361681.248201 + Penalty 2617.616592 = -359063.631610
  nChanged 18
		SP:Iteration 48Q (231965.280000 sec): 3 clusters
  Score: Raw -361689.084412 + Penalty 2617.616592 = -359071.467821
  nChanged 17
		SP:Iteration 49Q (231965.330000 sec): 3 clusters
  Score: Raw -361694.464559 + Penalty 2617.616592 = -359076.847967
  nChanged 10
		SP:Iteration 50Q (231965.390000 sec): 3 clusters
  Score: Raw -361698.565521 + Penalty 2617.616592 = -359080.948929
  nChanged 13
		SP:Iteration 51Q (231965.440000 sec): 3 clusters
  Score: Raw -361709.850625 + Penalty 2617.616592 = -359092.234033
  nChanged 24
		SP:Iteration 52Q (231965.500000 sec): 3 clusters
  Score: Raw -361728.339640 + Penalty 2617.616592 = -359110.723049
  nChanged 26
		SP:Iteration 53Q (231965.550000 sec): 3 clusters
  Score: Raw -361754.008122 + Penalty 2617.616592 = -359136.391531
  nChanged 32
		SP:Iteration 54Q (231965.600000 sec): 3 clusters
  Score: Raw -361797.421965 + Penalty 2617.616592 = -359179.805374
  nChanged 41
		SP:Iteration 55Q (231965.660000 sec): 3 clusters
  Score: Raw -361849.183884 + Penalty 2617.616592 = -359231.567293
  nChanged 47
		SP:Iteration 56Q (231965.710000 sec): 3 clusters
  Score: Raw -361905.579088 + Penalty 2617.616592 = -359287.962497
  nChanged 32
		SP:Iteration 57Q (231965.770000 sec): 3 clusters
  Score: Raw -361938.034446 + Penalty 2617.616592 = -359320.417855
  nChanged 22
		SP:Iteration 58Q (231965.820000 sec): 3 clusters
  Score: Raw -361953.664349 + Penalty 2617.616592 = -359336.047758
  nChanged 14
		SP:Iteration 59Q (231965.880000 sec): 3 clusters
  Score: Raw -361960.262422 + Penalty 2617.616592 = -359342.645831
  nChanged 12
		SP:Iteration 60F (231965.930000 sec): 3 clusters
  Score: Raw -361966.538265 + Penalty 2617.616592 = -359348.921674
  nChanged 8
		SP:Iteration 61Q (231965.990000 sec): 3 clusters
  Score: Raw -361970.823498 + Penalty 2617.616592 = -359353.206907
  nChanged 6
		SP:Iteration 62Q (231966.040000 sec): 3 clusters
  Score: Raw -361972.949885 + Penalty 2617.616592 = -359355.333293
  nChanged 4
		SP:Iteration 63Q (231966.090000 sec): 3 clusters
  Score: Raw -361973.943180 + Penalty 2617.616592 = -359356.326588
  nChanged 1
		SP:Iteration 64Q (231966.150000 sec): 3 clusters
  Score: Raw -361974.247888 + Penalty 2617.616592 = -359356.631296
  nChanged 2
		SP:Iteration 65Q (231966.200000 sec): 3 clusters
  Score: Raw -361975.317061 + Penalty 2617.616592 = -359357.700469
  nChanged 2
		SP:Iteration 66Q (231966.260000 sec): 3 clusters
  Score: Raw -361975.908390 + Penalty 2617.616592 = -359358.291798
  nChanged 1
		SP:Iteration 67Q (231966.310000 sec): 3 clusters
  Score: Raw -361976.000570 + Penalty 2617.616592 = -359358.383978
  nChanged 0
		SP:Iteration 68F (231966.370000 sec): 3 clusters
  Score: Raw -361976.000570 + Penalty 2617.616592 = -359358.383978
  nChanged 0
  Score: Raw -119184831.664058 + Penalty 281295.855392 = -118903535.808666

Splitting cluster 85 changes total score from -118904380.262626 to -118903535.808666

 So it's not getting split.
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 86 (1319 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (232337.950000 sec): 2 clusters
  Score: Raw -151575.116945 + Penalty 1167.502237 = -150407.614707
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (232337.980000 sec): 3 clusters
  Score: Raw -151112.114791 + Penalty 2335.004475 = -148777.110317
  nChanged 469
		SP:Iteration 1F (232338.010000 sec): 3 clusters
  Score: Raw -151472.709127 + Penalty 2335.004475 = -149137.704652
  nChanged 113
		SP:Iteration 2F (232338.050000 sec): 3 clusters
  Score: Raw -151591.447540 + Penalty 2335.004475 = -149256.443066
  nChanged 69
		SP:Iteration 3F (232338.070000 sec): 3 clusters
  Score: Raw -151659.414258 + Penalty 2335.004475 = -149324.409783
  nChanged 52
		SP:Iteration 4Q (232338.100000 sec): 3 clusters
  Score: Raw -151715.433033 + Penalty 2335.004475 = -149380.428558
  nChanged 61
		SP:Iteration 5Q (232338.120000 sec): 3 clusters
  Score: Raw -151800.890404 + Penalty 2335.004475 = -149465.885929
  nChanged 57
		SP:Iteration 6Q (232338.150000 sec): 3 clusters
  Score: Raw -151864.687639 + Penalty 2335.004475 = -149529.683164
  nChanged 37
		SP:Iteration 7Q (232338.170000 sec): 3 clusters
  Score: Raw -151907.876660 + Penalty 2335.004475 = -149572.872185
  nChanged 31
		SP:Iteration 8Q (232338.200000 sec): 3 clusters
  Score: Raw -151949.278360 + Penalty 2335.004475 = -149614.273885
  nChanged 27
		SP:Iteration 9Q (232338.220000 sec): 3 clusters
  Score: Raw -151979.007068 + Penalty 2335.004475 = -149644.002593
  nChanged 28
		SP:Iteration 10Q (232338.250000 sec): 3 clusters
  Score: Raw -152009.167991 + Penalty 2335.004475 = -149674.163517
  nChanged 28
		SP:Iteration 11Q (232338.270000 sec): 3 clusters
  Score: Raw -152038.486093 + Penalty 2335.004475 = -149703.481618
  nChanged 21
		SP:Iteration 12Q (232338.300000 sec): 3 clusters
  Score: Raw -152055.412801 + Penalty 2335.004475 = -149720.408326
  nChanged 12
		SP:Iteration 13Q (232338.320000 sec): 3 clusters
  Score: Raw -152063.632573 + Penalty 2335.004475 = -149728.628098
  nChanged 9
		SP:Iteration 14Q (232338.350000 sec): 3 clusters
  Score: Raw -152068.257493 + Penalty 2335.004475 = -149733.253018
  nChanged 3
		SP:Iteration 15Q (232338.370000 sec): 3 clusters
  Score: Raw -152070.372044 + Penalty 2335.004475 = -149735.367570
  nChanged 3
		SP:Iteration 16Q (232338.400000 sec): 3 clusters
  Score: Raw -152071.647641 + Penalty 2335.004475 = -149736.643167
  nChanged 4
		SP:Iteration 17Q (232338.420000 sec): 3 clusters
  Score: Raw -152074.539909 + Penalty 2335.004475 = -149739.535434
  nChanged 5
		SP:Iteration 18Q (232338.450000 sec): 3 clusters
  Score: Raw -152078.339622 + Penalty 2335.004475 = -149743.335148
  nChanged 4
		SP:Iteration 19Q (232338.470000 sec): 3 clusters
  Score: Raw -152080.109126 + Penalty 2335.004475 = -149745.104651
  nChanged 3
		SP:Iteration 20F (232338.500000 sec): 3 clusters
  Score: Raw -152082.139828 + Penalty 2335.004475 = -149747.135353
  nChanged 3
		SP:Iteration 21Q (232338.520000 sec): 3 clusters
  Score: Raw -152083.836802 + Penalty 2335.004475 = -149748.832328
  nChanged 4
		SP:Iteration 22Q (232338.550000 sec): 3 clusters
  Score: Raw -152086.549448 + Penalty 2335.004475 = -149751.544973
  nChanged 4
		SP:Iteration 23Q (232338.570000 sec): 3 clusters
  Score: Raw -152089.020716 + Penalty 2335.004475 = -149754.016242
  nChanged 6
		SP:Iteration 24Q (232338.600000 sec): 3 clusters
  Score: Raw -152094.117870 + Penalty 2335.004475 = -149759.113395
  nChanged 5
		SP:Iteration 25Q (232338.620000 sec): 3 clusters
  Score: Raw -152097.400026 + Penalty 2335.004475 = -149762.395551
  nChanged 2
		SP:Iteration 26Q (232338.650000 sec): 3 clusters
  Score: Raw -152100.906688 + Penalty 2335.004475 = -149765.902213
  nChanged 3
		SP:Iteration 27Q (232338.670000 sec): 3 clusters
  Score: Raw -152102.457853 + Penalty 2335.004475 = -149767.453379
  nChanged 3
		SP:Iteration 28Q (232338.700000 sec): 3 clusters
  Score: Raw -152104.594862 + Penalty 2335.004475 = -149769.590387
  nChanged 2
		SP:Iteration 29Q (232338.720000 sec): 3 clusters
  Score: Raw -152105.764412 + Penalty 2335.004475 = -149770.759938
  nChanged 1
		SP:Iteration 30Q (232338.750000 sec): 3 clusters
  Score: Raw -152106.366701 + Penalty 2335.004475 = -149771.362226
  nChanged 2
		SP:Iteration 31Q (232338.770000 sec): 3 clusters
  Score: Raw -152109.963192 + Penalty 2335.004475 = -149774.958717
  nChanged 1
		SP:Iteration 32Q (232338.800000 sec): 3 clusters
  Score: Raw -152110.745939 + Penalty 2335.004475 = -149775.741465
  nChanged 0
		SP:Iteration 33F (232338.820000 sec): 3 clusters
  Score: Raw -152110.745939 + Penalty 2335.004475 = -149775.741465
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 87 (3230 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (232338.890000 sec): 2 clusters
  Score: Raw -392848.064079 + Penalty 1313.038580 = -391535.025499
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (232338.960000 sec): 3 clusters
  Score: Raw -391282.092647 + Penalty 2626.077160 = -388656.015487
  nChanged 1248
		SP:Iteration 1F (232339.020000 sec): 3 clusters
  Score: Raw -392013.386118 + Penalty 2626.077160 = -389387.308958
  nChanged 256
		SP:Iteration 2F (232339.080000 sec): 3 clusters
  Score: Raw -392170.794377 + Penalty 2626.077160 = -389544.717217
  nChanged 179
		SP:Iteration 3F (232339.140000 sec): 3 clusters
  Score: Raw -392284.143095 + Penalty 2626.077160 = -389658.065934
  nChanged 127
		SP:Iteration 4Q (232339.200000 sec): 3 clusters
  Score: Raw -392360.820261 + Penalty 2626.077160 = -389734.743100
  nChanged 93
		SP:Iteration 5Q (232339.260000 sec): 3 clusters
  Score: Raw -392412.980633 + Penalty 2626.077160 = -389786.903473
  nChanged 93
		SP:Iteration 6Q (232339.320000 sec): 3 clusters
  Score: Raw -392460.849844 + Penalty 2626.077160 = -389834.772684
  nChanged 62
		SP:Iteration 7Q (232339.380000 sec): 3 clusters
  Score: Raw -392492.254138 + Penalty 2626.077160 = -389866.176978
  nChanged 51
		SP:Iteration 8Q (232339.430000 sec): 3 clusters
  Score: Raw -392513.903914 + Penalty 2626.077160 = -389887.826754
  nChanged 47
		SP:Iteration 9Q (232339.490000 sec): 3 clusters
  Score: Raw -392531.678689 + Penalty 2626.077160 = -389905.601529
  nChanged 38
		SP:Iteration 10Q (232339.550000 sec): 3 clusters
  Score: Raw -392550.039571 + Penalty 2626.077160 = -389923.962411
  nChanged 38
		SP:Iteration 11Q (232339.610000 sec): 3 clusters
  Score: Raw -392565.798546 + Penalty 2626.077160 = -389939.721386
  nChanged 33
		SP:Iteration 12Q (232339.670000 sec): 3 clusters
  Score: Raw -392582.107456 + Penalty 2626.077160 = -389956.030296
  nChanged 36
		SP:Iteration 13Q (232339.730000 sec): 3 clusters
  Score: Raw -392601.704511 + Penalty 2626.077160 = -389975.627351
  nChanged 32
		SP:Iteration 14Q (232339.790000 sec): 3 clusters
  Score: Raw -392615.054460 + Penalty 2626.077160 = -389988.977300
  nChanged 28
		SP:Iteration 15Q (232339.850000 sec): 3 clusters
  Score: Raw -392623.547824 + Penalty 2626.077160 = -389997.470664
  nChanged 15
		SP:Iteration 16Q (232339.910000 sec): 3 clusters
  Score: Raw -392632.000161 + Penalty 2626.077160 = -390005.923001
  nChanged 19
		SP:Iteration 17Q (232339.970000 sec): 3 clusters
  Score: Raw -392642.216028 + Penalty 2626.077160 = -390016.138867
  nChanged 23
		SP:Iteration 18Q (232340.030000 sec): 3 clusters
  Score: Raw -392653.755451 + Penalty 2626.077160 = -390027.678291
  nChanged 27
		SP:Iteration 19Q (232340.090000 sec): 3 clusters
  Score: Raw -392666.163692 + Penalty 2626.077160 = -390040.086532
  nChanged 25
		SP:Iteration 20F (232340.150000 sec): 3 clusters
  Score: Raw -392681.047381 + Penalty 2626.077160 = -390054.970221
  nChanged 25
		SP:Iteration 21Q (232340.210000 sec): 3 clusters
  Score: Raw -392691.051394 + Penalty 2626.077160 = -390064.974234
  nChanged 18
		SP:Iteration 22Q (232340.270000 sec): 3 clusters
  Score: Raw -392697.717974 + Penalty 2626.077160 = -390071.640814
  nChanged 12
		SP:Iteration 23Q (232340.330000 sec): 3 clusters
  Score: Raw -392701.934657 + Penalty 2626.077160 = -390075.857497
  nChanged 7
		SP:Iteration 24Q (232340.390000 sec): 3 clusters
  Score: Raw -392704.734829 + Penalty 2626.077160 = -390078.657669
  nChanged 9
		SP:Iteration 25Q (232340.440000 sec): 3 clusters
  Score: Raw -392707.622737 + Penalty 2626.077160 = -390081.545576
  nChanged 8
		SP:Iteration 26Q (232340.500000 sec): 3 clusters
  Score: Raw -392711.498222 + Penalty 2626.077160 = -390085.421062
  nChanged 10
		SP:Iteration 27Q (232340.560000 sec): 3 clusters
  Score: Raw -392716.397927 + Penalty 2626.077160 = -390090.320767
  nChanged 9
		SP:Iteration 28Q (232340.620000 sec): 3 clusters
  Score: Raw -392719.852331 + Penalty 2626.077160 = -390093.775170
  nChanged 13
		SP:Iteration 29Q (232340.680000 sec): 3 clusters
  Score: Raw -392725.454232 + Penalty 2626.077160 = -390099.377072
  nChanged 10
		SP:Iteration 30Q (232340.740000 sec): 3 clusters
  Score: Raw -392729.890534 + Penalty 2626.077160 = -390103.813373
  nChanged 14
		SP:Iteration 31Q (232340.800000 sec): 3 clusters
  Score: Raw -392735.774377 + Penalty 2626.077160 = -390109.697217
  nChanged 14
		SP:Iteration 32Q (232340.860000 sec): 3 clusters
  Score: Raw -392741.049719 + Penalty 2626.077160 = -390114.972559
  nChanged 21
		SP:Iteration 33Q (232340.920000 sec): 3 clusters
  Score: Raw -392750.282724 + Penalty 2626.077160 = -390124.205564
  nChanged 14
		SP:Iteration 34Q (232340.970000 sec): 3 clusters
  Score: Raw -392756.624557 + Penalty 2626.077160 = -390130.547397
  nChanged 14
		SP:Iteration 35Q (232341.030000 sec): 3 clusters
  Score: Raw -392762.225984 + Penalty 2626.077160 = -390136.148823
  nChanged 7
		SP:Iteration 36Q (232341.090000 sec): 3 clusters
  Score: Raw -392764.821819 + Penalty 2626.077160 = -390138.744658
  nChanged 7
		SP:Iteration 37Q (232341.150000 sec): 3 clusters
  Score: Raw -392768.249318 + Penalty 2626.077160 = -390142.172158
  nChanged 9
		SP:Iteration 38Q (232341.210000 sec): 3 clusters
  Score: Raw -392771.678016 + Penalty 2626.077160 = -390145.600855
  nChanged 5
		SP:Iteration 39Q (232341.270000 sec): 3 clusters
  Score: Raw -392774.005427 + Penalty 2626.077160 = -390147.928267
  nChanged 6
		SP:Iteration 40F (232341.330000 sec): 3 clusters
  Score: Raw -392776.703167 + Penalty 2626.077160 = -390150.626006
  nChanged 8
		SP:Iteration 41Q (232341.380000 sec): 3 clusters
  Score: Raw -392780.277902 + Penalty 2626.077160 = -390154.200741
  nChanged 10
		SP:Iteration 42Q (232341.440000 sec): 3 clusters
  Score: Raw -392785.169673 + Penalty 2626.077160 = -390159.092513
  nChanged 11
		SP:Iteration 43Q (232341.500000 sec): 3 clusters
  Score: Raw -392789.493224 + Penalty 2626.077160 = -390163.416064
  nChanged 8
		SP:Iteration 44Q (232341.560000 sec): 3 clusters
  Score: Raw -392793.833968 + Penalty 2626.077160 = -390167.756808
  nChanged 8
		SP:Iteration 45Q (232341.620000 sec): 3 clusters
  Score: Raw -392797.375291 + Penalty 2626.077160 = -390171.298131
  nChanged 5
		SP:Iteration 46Q (232341.680000 sec): 3 clusters
  Score: Raw -392799.830719 + Penalty 2626.077160 = -390173.753559
  nChanged 3
		SP:Iteration 47Q (232341.740000 sec): 3 clusters
  Score: Raw -392801.552394 + Penalty 2626.077160 = -390175.475234
  nChanged 7
		SP:Iteration 48Q (232341.800000 sec): 3 clusters
  Score: Raw -392803.944569 + Penalty 2626.077160 = -390177.867408
  nChanged 7
		SP:Iteration 49Q (232341.850000 sec): 3 clusters
  Score: Raw -392805.901726 + Penalty 2626.077160 = -390179.824566
  nChanged 6
		SP:Iteration 50Q (232341.910000 sec): 3 clusters
  Score: Raw -392808.721953 + Penalty 2626.077160 = -390182.644793
  nChanged 8
		SP:Iteration 51Q (232341.970000 sec): 3 clusters
  Score: Raw -392812.397227 + Penalty 2626.077160 = -390186.320067
  nChanged 8
		SP:Iteration 52Q (232342.030000 sec): 3 clusters
  Score: Raw -392815.605717 + Penalty 2626.077160 = -390189.528557
  nChanged 5
		SP:Iteration 53Q (232342.090000 sec): 3 clusters
  Score: Raw -392817.812386 + Penalty 2626.077160 = -390191.735226
  nChanged 1
		SP:Iteration 54Q (232342.150000 sec): 3 clusters
  Score: Raw -392818.076105 + Penalty 2626.077160 = -390191.998945
  nChanged 0
		SP:Iteration 55F (232342.210000 sec): 3 clusters
  Score: Raw -392818.076105 + Penalty 2626.077160 = -390191.998945
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 88 (7221 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (232342.330000 sec): 2 clusters
  Score: Raw -851861.919165 + Penalty 1443.771668 = -850418.147497
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (232342.450000 sec): 3 clusters
  Score: Raw -847895.467141 + Penalty 2887.543336 = -845007.923805
  nChanged 3044
		SP:Iteration 1F (232342.560000 sec): 3 clusters
  Score: Raw -849703.344456 + Penalty 2887.543336 = -846815.801120
  nChanged 502
		SP:Iteration 2F (232342.680000 sec): 3 clusters
  Score: Raw -849976.744647 + Penalty 2887.543336 = -847089.201311
  nChanged 449
		SP:Iteration 3F (232342.800000 sec): 3 clusters
  Score: Raw -850264.855559 + Penalty 2887.543336 = -847377.312223
  nChanged 409
		SP:Iteration 4F (232342.910000 sec): 3 clusters
  Score: Raw -850571.284870 + Penalty 2887.543336 = -847683.741533
  nChanged 442
		SP:Iteration 5F (232343.020000 sec): 3 clusters
  Score: Raw -850899.571463 + Penalty 2887.543336 = -848012.028127
  nChanged 415
		SP:Iteration 6F (232343.140000 sec): 3 clusters
  Score: Raw -851188.337213 + Penalty 2887.543336 = -848300.793877
  nChanged 358
		SP:Iteration 7Q (232343.250000 sec): 3 clusters
  Score: Raw -851435.518461 + Penalty 2887.543336 = -848547.975125
  nChanged 281
		SP:Iteration 8Q (232343.370000 sec): 3 clusters
  Score: Raw -851614.525383 + Penalty 2887.543336 = -848726.982047
  nChanged 251
		SP:Iteration 9Q (232343.480000 sec): 3 clusters
  Score: Raw -851752.031048 + Penalty 2887.543336 = -848864.487712
  nChanged 179
		SP:Iteration 10Q (232343.610000 sec): 3 clusters
  Score: Raw -851851.983329 + Penalty 2887.543336 = -848964.439993
  nChanged 151
		SP:Iteration 11Q (232343.720000 sec): 3 clusters
  Score: Raw -851937.168081 + Penalty 2887.543336 = -849049.624745
  nChanged 124
		SP:Iteration 12Q (232343.840000 sec): 3 clusters
  Score: Raw -852015.645026 + Penalty 2887.543336 = -849128.101690
  nChanged 106
		SP:Iteration 13Q (232343.970000 sec): 3 clusters
  Score: Raw -852078.823861 + Penalty 2887.543336 = -849191.280525
  nChanged 98
		SP:Iteration 14Q (232344.090000 sec): 3 clusters
  Score: Raw -852134.120562 + Penalty 2887.543336 = -849246.577226
  nChanged 78
		SP:Iteration 15Q (232344.220000 sec): 3 clusters
  Score: Raw -852179.026297 + Penalty 2887.543336 = -849291.482960
  nChanged 70
		SP:Iteration 16Q (232344.350000 sec): 3 clusters
  Score: Raw -852210.031488 + Penalty 2887.543336 = -849322.488152
  nChanged 54
		SP:Iteration 17Q (232344.470000 sec): 3 clusters
  Score: Raw -852237.358197 + Penalty 2887.543336 = -849349.814861
  nChanged 47
		SP:Iteration 18Q (232344.600000 sec): 3 clusters
  Score: Raw -852257.042078 + Penalty 2887.543336 = -849369.498742
  nChanged 49
		SP:Iteration 19Q (232344.720000 sec): 3 clusters
  Score: Raw -852276.378436 + Penalty 2887.543336 = -849388.835100
  nChanged 41
		SP:Iteration 20F (232344.850000 sec): 3 clusters
  Score: Raw -852288.342715 + Penalty 2887.543336 = -849400.799379
  nChanged 29
		SP:Iteration 21Q (232344.970000 sec): 3 clusters
  Score: Raw -852297.655234 + Penalty 2887.543336 = -849410.111898
  nChanged 31
		SP:Iteration 22Q (232345.100000 sec): 3 clusters
  Score: Raw -852306.429434 + Penalty 2887.543336 = -849418.886098
  nChanged 23
		SP:Iteration 23Q (232345.220000 sec): 3 clusters
  Score: Raw -852312.533196 + Penalty 2887.543336 = -849424.989860
  nChanged 23
		SP:Iteration 24Q (232345.350000 sec): 3 clusters
  Score: Raw -852317.426878 + Penalty 2887.543336 = -849429.883542
  nChanged 15
		SP:Iteration 25Q (232345.470000 sec): 3 clusters
  Score: Raw -852319.855039 + Penalty 2887.543336 = -849432.311703
  nChanged 10
		SP:Iteration 26Q (232345.590000 sec): 3 clusters
  Score: Raw -852321.576765 + Penalty 2887.543336 = -849434.033429
  nChanged 14
		SP:Iteration 27Q (232345.720000 sec): 3 clusters
  Score: Raw -852325.755512 + Penalty 2887.543336 = -849438.212176
  nChanged 13
		SP:Iteration 28Q (232345.850000 sec): 3 clusters
  Score: Raw -852329.373353 + Penalty 2887.543336 = -849441.830017
  nChanged 14
		SP:Iteration 29Q (232345.970000 sec): 3 clusters
  Score: Raw -852333.016748 + Penalty 2887.543336 = -849445.473412
  nChanged 11
		SP:Iteration 30Q (232346.090000 sec): 3 clusters
  Score: Raw -852335.687236 + Penalty 2887.543336 = -849448.143900
  nChanged 9
		SP:Iteration 31Q (232346.220000 sec): 3 clusters
  Score: Raw -852338.059010 + Penalty 2887.543336 = -849450.515674
  nChanged 5
		SP:Iteration 32Q (232346.340000 sec): 3 clusters
  Score: Raw -852339.562699 + Penalty 2887.543336 = -849452.019363
  nChanged 9
		SP:Iteration 33Q (232346.470000 sec): 3 clusters
  Score: Raw -852340.694585 + Penalty 2887.543336 = -849453.151249
  nChanged 2
		SP:Iteration 34Q (232346.590000 sec): 3 clusters
  Score: Raw -852341.102455 + Penalty 2887.543336 = -849453.559119
  nChanged 1
		SP:Iteration 35Q (232346.720000 sec): 3 clusters
  Score: Raw -852341.301352 + Penalty 2887.543336 = -849453.758016
  nChanged 2
		SP:Iteration 36Q (232346.840000 sec): 3 clusters
  Score: Raw -852341.632290 + Penalty 2887.543336 = -849454.088954
  nChanged 0
		SP:Iteration 37F (232346.970000 sec): 3 clusters
  Score: Raw -852341.632290 + Penalty 2887.543336 = -849454.088954
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 89 (4935 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (232347.060000 sec): 2 clusters
  Score: Raw -567656.220199 + Penalty 1381.917542 = -566274.302657
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (232347.180000 sec): 3 clusters
  Score: Raw -565077.917654 + Penalty 2763.835084 = -562314.082570
  nChanged 2009
		SP:Iteration 1F (232347.290000 sec): 3 clusters
  Score: Raw -566260.224578 + Penalty 2763.835084 = -563496.389494
  nChanged 450
		SP:Iteration 2F (232347.370000 sec): 3 clusters
  Score: Raw -566645.266236 + Penalty 2763.835084 = -563881.431152
  nChanged 398
		SP:Iteration 3F (232347.460000 sec): 3 clusters
  Score: Raw -566991.073460 + Penalty 2763.835084 = -564227.238376
  nChanged 364
		SP:Iteration 4F (232347.550000 sec): 3 clusters
  Score: Raw -567328.702766 + Penalty 2763.835084 = -564564.867682
  nChanged 329
		SP:Iteration 5F (232347.640000 sec): 3 clusters
  Score: Raw -567618.373597 + Penalty 2763.835084 = -564854.538513
  nChanged 232
		SP:Iteration 6Q (232347.730000 sec): 3 clusters
  Score: Raw -567823.053179 + Penalty 2763.835084 = -565059.218094
  nChanged 217
		SP:Iteration 7Q (232347.810000 sec): 3 clusters
  Score: Raw -568007.676806 + Penalty 2763.835084 = -565243.841721
  nChanged 178
		SP:Iteration 8Q (232347.900000 sec): 3 clusters
  Score: Raw -568150.959152 + Penalty 2763.835084 = -565387.124068
  nChanged 148
		SP:Iteration 9Q (232347.990000 sec): 3 clusters
  Score: Raw -568239.624194 + Penalty 2763.835084 = -565475.789110
  nChanged 83
		SP:Iteration 10Q (232348.070000 sec): 3 clusters
  Score: Raw -568272.850193 + Penalty 2763.835084 = -565509.015109
  nChanged 52
		SP:Iteration 11Q (232348.150000 sec): 3 clusters
  Score: Raw -568290.544705 + Penalty 2763.835084 = -565526.709620
  nChanged 41
		SP:Iteration 12Q (232348.240000 sec): 3 clusters
  Score: Raw -568302.968001 + Penalty 2763.835084 = -565539.132917
  nChanged 24
		SP:Iteration 13Q (232348.330000 sec): 3 clusters
  Score: Raw -568310.011440 + Penalty 2763.835084 = -565546.176356
  nChanged 22
		SP:Iteration 14Q (232348.410000 sec): 3 clusters
  Score: Raw -568316.185283 + Penalty 2763.835084 = -565552.350199
  nChanged 16
		SP:Iteration 15Q (232348.500000 sec): 3 clusters
  Score: Raw -568320.666161 + Penalty 2763.835084 = -565556.831077
  nChanged 15
		SP:Iteration 16Q (232348.580000 sec): 3 clusters
  Score: Raw -568324.175902 + Penalty 2763.835084 = -565560.340818
  nChanged 17
		SP:Iteration 17Q (232348.670000 sec): 3 clusters
  Score: Raw -568328.050477 + Penalty 2763.835084 = -565564.215393
  nChanged 17
		SP:Iteration 18Q (232348.750000 sec): 3 clusters
  Score: Raw -568330.955569 + Penalty 2763.835084 = -565567.120484
  nChanged 4
		SP:Iteration 19Q (232348.840000 sec): 3 clusters
  Score: Raw -568331.839198 + Penalty 2763.835084 = -565568.004113
  nChanged 3
		SP:Iteration 20F (232348.930000 sec): 3 clusters
  Score: Raw -568332.154577 + Penalty 2763.835084 = -565568.319493
  nChanged 1
		SP:Iteration 21Q (232349.010000 sec): 3 clusters
  Score: Raw -568332.380462 + Penalty 2763.835084 = -565568.545377
  nChanged 2
		SP:Iteration 22Q (232349.100000 sec): 3 clusters
  Score: Raw -568332.618634 + Penalty 2763.835084 = -565568.783550
  nChanged 0
		SP:Iteration 23F (232349.190000 sec): 3 clusters
  Score: Raw -568332.618634 + Penalty 2763.835084 = -565568.783550
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 90 (2262 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (232349.250000 sec): 2 clusters
  Score: Raw -237189.826433 + Penalty 1255.150757 = -235934.675676
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (232349.290000 sec): 3 clusters
  Score: Raw -236198.069433 + Penalty 2510.301513 = -233687.767920
  nChanged 837
		SP:Iteration 1F (232349.340000 sec): 3 clusters
  Score: Raw -236767.335035 + Penalty 2510.301513 = -234257.033522
  nChanged 205
		SP:Iteration 2F (232349.380000 sec): 3 clusters
  Score: Raw -236956.851831 + Penalty 2510.301513 = -234446.550317
  nChanged 149
		SP:Iteration 3F (232349.420000 sec): 3 clusters
  Score: Raw -237097.338288 + Penalty 2510.301513 = -234587.036774
  nChanged 120
		SP:Iteration 4F (232349.470000 sec): 3 clusters
  Score: Raw -237206.070541 + Penalty 2510.301513 = -234695.769028
  nChanged 109
		SP:Iteration 5Q (232349.510000 sec): 3 clusters
  Score: Raw -237298.272242 + Penalty 2510.301513 = -234787.970729
  nChanged 70
		SP:Iteration 6Q (232349.550000 sec): 3 clusters
  Score: Raw -237384.503198 + Penalty 2510.301513 = -234874.201685
  nChanged 85
		SP:Iteration 7Q (232349.590000 sec): 3 clusters
  Score: Raw -237467.226198 + Penalty 2510.301513 = -234956.924684
  nChanged 69
		SP:Iteration 8Q (232349.630000 sec): 3 clusters
  Score: Raw -237552.170199 + Penalty 2510.301513 = -235041.868685
  nChanged 69
		SP:Iteration 9Q (232349.670000 sec): 3 clusters
  Score: Raw -237625.703176 + Penalty 2510.301513 = -235115.401662
  nChanged 39
		SP:Iteration 10Q (232349.710000 sec): 3 clusters
  Score: Raw -237668.009643 + Penalty 2510.301513 = -235157.708129
  nChanged 34
		SP:Iteration 11Q (232349.750000 sec): 3 clusters
  Score: Raw -237713.525981 + Penalty 2510.301513 = -235203.224468
  nChanged 34
		SP:Iteration 12Q (232349.790000 sec): 3 clusters
  Score: Raw -237756.554335 + Penalty 2510.301513 = -235246.252821
  nChanged 26
		SP:Iteration 13Q (232349.830000 sec): 3 clusters
  Score: Raw -237787.535644 + Penalty 2510.301513 = -235277.234130
  nChanged 18
		SP:Iteration 14Q (232349.880000 sec): 3 clusters
  Score: Raw -237801.023860 + Penalty 2510.301513 = -235290.722347
  nChanged 8
		SP:Iteration 15Q (232349.920000 sec): 3 clusters
  Score: Raw -237808.343734 + Penalty 2510.301513 = -235298.042220
  nChanged 5
		SP:Iteration 16Q (232349.960000 sec): 3 clusters
  Score: Raw -237812.740879 + Penalty 2510.301513 = -235302.439366
  nChanged 7
		SP:Iteration 17Q (232350.000000 sec): 3 clusters
  Score: Raw -237819.906972 + Penalty 2510.301513 = -235309.605459
  nChanged 5
		SP:Iteration 18Q (232350.040000 sec): 3 clusters
  Score: Raw -237827.142007 + Penalty 2510.301513 = -235316.840494
  nChanged 7
		SP:Iteration 19Q (232350.080000 sec): 3 clusters
  Score: Raw -237831.803828 + Penalty 2510.301513 = -235321.502315
  nChanged 4
		SP:Iteration 20F (232350.120000 sec): 3 clusters
  Score: Raw -237836.600745 + Penalty 2510.301513 = -235326.299231
  nChanged 6
		SP:Iteration 21Q (232350.160000 sec): 3 clusters
  Score: Raw -237849.657359 + Penalty 2510.301513 = -235339.355845
  nChanged 7
		SP:Iteration 22Q (232350.200000 sec): 3 clusters
  Score: Raw -237857.275189 + Penalty 2510.301513 = -235346.973675
  nChanged 5
		SP:Iteration 23Q (232350.240000 sec): 3 clusters
  Score: Raw -237859.467718 + Penalty 2510.301513 = -235349.166205
  nChanged 7
		SP:Iteration 24Q (232350.280000 sec): 3 clusters
  Score: Raw -237863.366760 + Penalty 2510.301513 = -235353.065247
  nChanged 4
		SP:Iteration 25Q (232350.320000 sec): 3 clusters
  Score: Raw -237866.104386 + Penalty 2510.301513 = -235355.802872
  nChanged 2
		SP:Iteration 26Q (232350.360000 sec): 3 clusters
  Score: Raw -237867.120992 + Penalty 2510.301513 = -235356.819479
  nChanged 0
		SP:Iteration 27F (232350.400000 sec): 3 clusters
  Score: Raw -237867.120992 + Penalty 2510.301513 = -235356.819479
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 91 (511 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (232350.460000 sec): 2 clusters
  Score: Raw -59844.835097 + Penalty 1013.410058 = -58831.425039
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (232350.470000 sec): 3 clusters
  Score: Raw -59779.718400 + Penalty 2026.820117 = -57752.898283
  nChanged 108
		SP:Iteration 1F (232350.480000 sec): 3 clusters
  Score: Raw -59965.053493 + Penalty 2026.820117 = -57938.233376
  nChanged 33
		SP:Iteration 2F (232350.490000 sec): 3 clusters
  Score: Raw -60031.682998 + Penalty 2026.820117 = -58004.862881
  nChanged 17
		SP:Iteration 3Q (232350.500000 sec): 3 clusters
  Score: Raw -60057.792528 + Penalty 2026.820117 = -58030.972411
  nChanged 8
		SP:Iteration 4Q (232350.510000 sec): 3 clusters
  Score: Raw -60073.268332 + Penalty 2026.820117 = -58046.448215
  nChanged 5
		SP:Iteration 5Q (232350.520000 sec): 3 clusters
  Score: Raw -60080.091384 + Penalty 2026.820117 = -58053.271267
  nChanged 3
		SP:Iteration 6Q (232350.530000 sec): 3 clusters
  Score: Raw -60083.460386 + Penalty 2026.820117 = -58056.640269
  nChanged 3
		SP:Iteration 7Q (232350.540000 sec): 3 clusters
  Score: Raw -60089.376142 + Penalty 2026.820117 = -58062.556025
  nChanged 1
		SP:Iteration 8Q (232350.550000 sec): 3 clusters
  Score: Raw -60090.570074 + Penalty 2026.820117 = -58063.749957
  nChanged 1
		SP:Iteration 9Q (232350.560000 sec): 3 clusters
  Score: Raw -60091.540245 + Penalty 2026.820117 = -58064.720128
  nChanged 1
		SP:Iteration 10Q (232350.570000 sec): 3 clusters
  Score: Raw -60093.050803 + Penalty 2026.820117 = -58066.230686
  nChanged 0
		SP:Iteration 11F (232350.590000 sec): 3 clusters
  Score: Raw -60093.050803 + Penalty 2026.820117 = -58066.230686
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 92 (7582 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (232350.700000 sec): 2 clusters
  Score: Raw -867904.489569 + Penalty 1451.698998 = -866452.790571
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (232350.830000 sec): 3 clusters
  Score: Raw -863751.893464 + Penalty 2903.397996 = -860848.495468
  nChanged 3196
		SP:Iteration 1F (232350.940000 sec): 3 clusters
  Score: Raw -865419.890724 + Penalty 2903.397996 = -862516.492728
  nChanged 474
		SP:Iteration 2F (232351.050000 sec): 3 clusters
  Score: Raw -865622.453087 + Penalty 2903.397996 = -862719.055091
  nChanged 364
		SP:Iteration 3Q (232351.170000 sec): 3 clusters
  Score: Raw -865783.218726 + Penalty 2903.397996 = -862879.820730
  nChanged 337
		SP:Iteration 4Q (232351.290000 sec): 3 clusters
  Score: Raw -865929.855062 + Penalty 2903.397996 = -863026.457066
  nChanged 337
		SP:Iteration 5Q (232351.410000 sec): 3 clusters
  Score: Raw -866084.114201 + Penalty 2903.397996 = -863180.716205
  nChanged 306
		SP:Iteration 6Q (232351.540000 sec): 3 clusters
  Score: Raw -866207.056243 + Penalty 2903.397996 = -863303.658246
  nChanged 259
		SP:Iteration 7Q (232351.660000 sec): 3 clusters
  Score: Raw -866323.154908 + Penalty 2903.397996 = -863419.756911
  nChanged 269
		SP:Iteration 8Q (232351.790000 sec): 3 clusters
  Score: Raw -866455.618387 + Penalty 2903.397996 = -863552.220390
  nChanged 271
		SP:Iteration 9Q (232351.910000 sec): 3 clusters
  Score: Raw -866581.259192 + Penalty 2903.397996 = -863677.861196
  nChanged 265
		SP:Iteration 10Q (232352.030000 sec): 3 clusters
  Score: Raw -866711.903041 + Penalty 2903.397996 = -863808.505045
  nChanged 270
		SP:Iteration 11Q (232352.150000 sec): 3 clusters
  Score: Raw -866853.549296 + Penalty 2903.397996 = -863950.151299
  nChanged 277
		SP:Iteration 12Q (232352.270000 sec): 3 clusters
  Score: Raw -866986.157788 + Penalty 2903.397996 = -864082.759791
  nChanged 266
		SP:Iteration 13Q (232352.400000 sec): 3 clusters
  Score: Raw -867120.584314 + Penalty 2903.397996 = -864217.186318
  nChanged 273
		SP:Iteration 14Q (232352.520000 sec): 3 clusters
  Score: Raw -867275.347533 + Penalty 2903.397996 = -864371.949536
  nChanged 273
		SP:Iteration 15Q (232352.640000 sec): 3 clusters
  Score: Raw -867442.140514 + Penalty 2903.397996 = -864538.742518
  nChanged 272
		SP:Iteration 16Q (232352.760000 sec): 3 clusters
  Score: Raw -867627.730011 + Penalty 2903.397996 = -864724.332015
  nChanged 245
		SP:Iteration 17Q (232352.890000 sec): 3 clusters
  Score: Raw -867789.199809 + Penalty 2903.397996 = -864885.801813
  nChanged 191
		SP:Iteration 18Q (232353.010000 sec): 3 clusters
  Score: Raw -867909.552892 + Penalty 2903.397996 = -865006.154895
  nChanged 136
		SP:Iteration 19Q (232353.130000 sec): 3 clusters
  Score: Raw -867996.766339 + Penalty 2903.397996 = -865093.368343
  nChanged 103
		SP:Iteration 20F (232353.250000 sec): 3 clusters
  Score: Raw -868065.160174 + Penalty 2903.397996 = -865161.762178
  nChanged 84
		SP:Iteration 21Q (232353.370000 sec): 3 clusters
  Score: Raw -868124.210560 + Penalty 2903.397996 = -865220.812564
  nChanged 61
		SP:Iteration 22Q (232353.490000 sec): 3 clusters
  Score: Raw -868166.056715 + Penalty 2903.397996 = -865262.658719
  nChanged 42
		SP:Iteration 23Q (232353.610000 sec): 3 clusters
  Score: Raw -868193.508195 + Penalty 2903.397996 = -865290.110198
  nChanged 32
		SP:Iteration 24Q (232353.730000 sec): 3 clusters
  Score: Raw -868213.586006 + Penalty 2903.397996 = -865310.188010
  nChanged 27
		SP:Iteration 25Q (232353.840000 sec): 3 clusters
  Score: Raw -868229.318454 + Penalty 2903.397996 = -865325.920458
  nChanged 25
		SP:Iteration 26Q (232353.960000 sec): 3 clusters
  Score: Raw -868246.330424 + Penalty 2903.397996 = -865342.932427
  nChanged 21
		SP:Iteration 27Q (232354.080000 sec): 3 clusters
  Score: Raw -868260.564858 + Penalty 2903.397996 = -865357.166862
  nChanged 14
		SP:Iteration 28Q (232354.200000 sec): 3 clusters
  Score: Raw -868271.101746 + Penalty 2903.397996 = -865367.703750
  nChanged 20
		SP:Iteration 29Q (232354.320000 sec): 3 clusters
  Score: Raw -868288.193140 + Penalty 2903.397996 = -865384.795144
  nChanged 20
		SP:Iteration 30Q (232354.430000 sec): 3 clusters
  Score: Raw -868300.686513 + Penalty 2903.397996 = -865397.288517
  nChanged 10
		SP:Iteration 31Q (232354.550000 sec): 3 clusters
  Score: Raw -868308.051659 + Penalty 2903.397996 = -865404.653663
  nChanged 9
		SP:Iteration 32Q (232354.670000 sec): 3 clusters
  Score: Raw -868313.026931 + Penalty 2903.397996 = -865409.628935
  nChanged 4
		SP:Iteration 33Q (232354.790000 sec): 3 clusters
  Score: Raw -868315.887266 + Penalty 2903.397996 = -865412.489270
  nChanged 5
		SP:Iteration 34Q (232354.900000 sec): 3 clusters
  Score: Raw -868318.166486 + Penalty 2903.397996 = -865414.768490
  nChanged 7
		SP:Iteration 35Q (232355.020000 sec): 3 clusters
  Score: Raw -868322.789312 + Penalty 2903.397996 = -865419.391316
  nChanged 6
		SP:Iteration 36Q (232355.130000 sec): 3 clusters
  Score: Raw -868329.290663 + Penalty 2903.397996 = -865425.892666
  nChanged 7
		SP:Iteration 37Q (232355.250000 sec): 3 clusters
  Score: Raw -868333.788739 + Penalty 2903.397996 = -865430.390743
  nChanged 5
		SP:Iteration 38Q (232355.370000 sec): 3 clusters
  Score: Raw -868337.153377 + Penalty 2903.397996 = -865433.755381
  nChanged 7
		SP:Iteration 39Q (232355.490000 sec): 3 clusters
  Score: Raw -868341.530613 + Penalty 2903.397996 = -865438.132617
  nChanged 4
		SP:Iteration 40F (232355.610000 sec): 3 clusters
  Score: Raw -868344.815600 + Penalty 2903.397996 = -865441.417604
  nChanged 8
		SP:Iteration 41Q (232355.730000 sec): 3 clusters
  Score: Raw -868348.594324 + Penalty 2903.397996 = -865445.196328
  nChanged 2
		SP:Iteration 42Q (232355.840000 sec): 3 clusters
  Score: Raw -868349.137781 + Penalty 2903.397996 = -865445.739785
  nChanged 1
		SP:Iteration 43Q (232355.960000 sec): 3 clusters
  Score: Raw -868349.439576 + Penalty 2903.397996 = -865446.041579
  nChanged 1
		SP:Iteration 44Q (232356.070000 sec): 3 clusters
  Score: Raw -868350.009476 + Penalty 2903.397996 = -865446.611479
  nChanged 0
		SP:Iteration 45F (232356.200000 sec): 3 clusters
  Score: Raw -868350.009476 + Penalty 2903.397996 = -865446.611479
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 93 (2842 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (232356.270000 sec): 2 clusters
  Score: Raw -329239.668068 + Penalty 1292.242788 = -327947.425281
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (232356.330000 sec): 3 clusters
  Score: Raw -327904.037261 + Penalty 2584.485575 = -325319.551686
  nChanged 1057
		SP:Iteration 1F (232356.390000 sec): 3 clusters
  Score: Raw -328519.997095 + Penalty 2584.485575 = -325935.511520
  nChanged 230
		SP:Iteration 2F (232356.440000 sec): 3 clusters
  Score: Raw -328695.835476 + Penalty 2584.485575 = -326111.349900
  nChanged 164
		SP:Iteration 3F (232356.490000 sec): 3 clusters
  Score: Raw -328834.678710 + Penalty 2584.485575 = -326250.193135
  nChanged 147
		SP:Iteration 4F (232356.540000 sec): 3 clusters
  Score: Raw -328935.670210 + Penalty 2584.485575 = -326351.184634
  nChanged 112
		SP:Iteration 5Q (232356.590000 sec): 3 clusters
  Score: Raw -329014.138100 + Penalty 2584.485575 = -326429.652524
  nChanged 98
		SP:Iteration 6Q (232356.650000 sec): 3 clusters
  Score: Raw -329082.284829 + Penalty 2584.485575 = -326497.799254
  nChanged 84
		SP:Iteration 7Q (232356.690000 sec): 3 clusters
  Score: Raw -329141.083918 + Penalty 2584.485575 = -326556.598342
  nChanged 73
		SP:Iteration 8Q (232356.750000 sec): 3 clusters
  Score: Raw -329190.543843 + Penalty 2584.485575 = -326606.058268
  nChanged 64
		SP:Iteration 9Q (232356.800000 sec): 3 clusters
  Score: Raw -329227.791210 + Penalty 2584.485575 = -326643.305635
  nChanged 59
		SP:Iteration 10Q (232356.850000 sec): 3 clusters
  Score: Raw -329260.538669 + Penalty 2584.485575 = -326676.053094
  nChanged 44
		SP:Iteration 11Q (232356.900000 sec): 3 clusters
  Score: Raw -329289.090878 + Penalty 2584.485575 = -326704.605303
  nChanged 44
		SP:Iteration 12Q (232356.950000 sec): 3 clusters
  Score: Raw -329314.900119 + Penalty 2584.485575 = -326730.414544
  nChanged 27
		SP:Iteration 13Q (232357.010000 sec): 3 clusters
  Score: Raw -329330.022873 + Penalty 2584.485575 = -326745.537298
  nChanged 19
		SP:Iteration 14Q (232357.050000 sec): 3 clusters
  Score: Raw -329339.698329 + Penalty 2584.485575 = -326755.212754
  nChanged 26
		SP:Iteration 15Q (232357.110000 sec): 3 clusters
  Score: Raw -329352.771197 + Penalty 2584.485575 = -326768.285622
  nChanged 22
		SP:Iteration 16Q (232357.160000 sec): 3 clusters
  Score: Raw -329363.353019 + Penalty 2584.485575 = -326778.867443
  nChanged 22
		SP:Iteration 17Q (232357.210000 sec): 3 clusters
  Score: Raw -329374.781344 + Penalty 2584.485575 = -326790.295769
  nChanged 22
		SP:Iteration 18Q (232357.260000 sec): 3 clusters
  Score: Raw -329387.430480 + Penalty 2584.485575 = -326802.944905
  nChanged 16
		SP:Iteration 19Q (232357.310000 sec): 3 clusters
  Score: Raw -329396.305126 + Penalty 2584.485575 = -326811.819551
  nChanged 14
		SP:Iteration 20F (232357.370000 sec): 3 clusters
  Score: Raw -329408.411235 + Penalty 2584.485575 = -326823.925660
  nChanged 16
		SP:Iteration 21Q (232357.410000 sec): 3 clusters
  Score: Raw -329419.357948 + Penalty 2584.485575 = -326834.872372
  nChanged 12
		SP:Iteration 22Q (232357.470000 sec): 3 clusters
  Score: Raw -329424.585046 + Penalty 2584.485575 = -326840.099470
  nChanged 12
		SP:Iteration 23Q (232357.520000 sec): 3 clusters
  Score: Raw -329429.886655 + Penalty 2584.485575 = -326845.401080
  nChanged 13
		SP:Iteration 24Q (232357.570000 sec): 3 clusters
  Score: Raw -329434.757929 + Penalty 2584.485575 = -326850.272353
  nChanged 9
		SP:Iteration 25Q (232357.620000 sec): 3 clusters
  Score: Raw -329438.568381 + Penalty 2584.485575 = -326854.082805
  nChanged 11
		SP:Iteration 26Q (232357.670000 sec): 3 clusters
  Score: Raw -329444.917610 + Penalty 2584.485575 = -326860.432034
  nChanged 14
		SP:Iteration 27Q (232357.720000 sec): 3 clusters
  Score: Raw -329455.070675 + Penalty 2584.485575 = -326870.585100
  nChanged 18
		SP:Iteration 28Q (232357.770000 sec): 3 clusters
  Score: Raw -329470.596272 + Penalty 2584.485575 = -326886.110696
  nChanged 17
		SP:Iteration 29Q (232357.820000 sec): 3 clusters
  Score: Raw -329479.440197 + Penalty 2584.485575 = -326894.954621
  nChanged 10
		SP:Iteration 30Q (232357.870000 sec): 3 clusters
  Score: Raw -329486.542468 + Penalty 2584.485575 = -326902.056893
  nChanged 13
		SP:Iteration 31Q (232357.930000 sec): 3 clusters
  Score: Raw -329494.062129 + Penalty 2584.485575 = -326909.576553
  nChanged 18
		SP:Iteration 32Q (232357.970000 sec): 3 clusters
  Score: Raw -329506.829320 + Penalty 2584.485575 = -326922.343744
  nChanged 22
		SP:Iteration 33Q (232358.030000 sec): 3 clusters
  Score: Raw -329521.936777 + Penalty 2584.485575 = -326937.451202
  nChanged 29
		SP:Iteration 34Q (232358.070000 sec): 3 clusters
  Score: Raw -329547.664557 + Penalty 2584.485575 = -326963.178981
  nChanged 28
		SP:Iteration 35Q (232358.130000 sec): 3 clusters
  Score: Raw -329567.462362 + Penalty 2584.485575 = -326982.976786
  nChanged 30
		SP:Iteration 36Q (232358.170000 sec): 3 clusters
  Score: Raw -329592.935117 + Penalty 2584.485575 = -327008.449542
  nChanged 26
		SP:Iteration 37Q (232358.230000 sec): 3 clusters
  Score: Raw -329613.665702 + Penalty 2584.485575 = -327029.180127
  nChanged 23
		SP:Iteration 38Q (232358.280000 sec): 3 clusters
  Score: Raw -329633.228373 + Penalty 2584.485575 = -327048.742798
  nChanged 19
		SP:Iteration 39Q (232358.330000 sec): 3 clusters
  Score: Raw -329652.128001 + Penalty 2584.485575 = -327067.642426
  nChanged 16
		SP:Iteration 40F (232358.380000 sec): 3 clusters
  Score: Raw -329668.094122 + Penalty 2584.485575 = -327083.608547
  nChanged 18
		SP:Iteration 41Q (232358.430000 sec): 3 clusters
  Score: Raw -329681.668376 + Penalty 2584.485575 = -327097.182801
  nChanged 12
		SP:Iteration 42Q (232358.480000 sec): 3 clusters
  Score: Raw -329687.784513 + Penalty 2584.485575 = -327103.298938
  nChanged 9
		SP:Iteration 43Q (232358.530000 sec): 3 clusters
  Score: Raw -329691.055077 + Penalty 2584.485575 = -327106.569501
  nChanged 3
		SP:Iteration 44Q (232358.580000 sec): 3 clusters
  Score: Raw -329691.806404 + Penalty 2584.485575 = -327107.320829
  nChanged 3
		SP:Iteration 45Q (232358.630000 sec): 3 clusters
  Score: Raw -329692.562158 + Penalty 2584.485575 = -327108.076583
  nChanged 3
		SP:Iteration 46Q (232358.680000 sec): 3 clusters
  Score: Raw -329694.617732 + Penalty 2584.485575 = -327110.132157
  nChanged 0
		SP:Iteration 47F (232358.730000 sec): 3 clusters
  Score: Raw -329694.617732 + Penalty 2584.485575 = -327110.132157
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 94 (5279 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (232358.820000 sec): 2 clusters
  Score: Raw -626718.496146 + Penalty 1392.867444 = -625325.628702
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (232358.910000 sec): 3 clusters
  Score: Raw -624002.622423 + Penalty 2785.734889 = -621216.887535
  nChanged 2151
		SP:Iteration 1F (232359.000000 sec): 3 clusters
  Score: Raw -625272.584708 + Penalty 2785.734889 = -622486.849820
  nChanged 413
		SP:Iteration 2F (232359.090000 sec): 3 clusters
  Score: Raw -625507.290289 + Penalty 2785.734889 = -622721.555400
  nChanged 305
		SP:Iteration 3F (232359.180000 sec): 3 clusters
  Score: Raw -625692.995301 + Penalty 2785.734889 = -622907.260412
  nChanged 259
		SP:Iteration 4Q (232359.280000 sec): 3 clusters
  Score: Raw -625846.702802 + Penalty 2785.734889 = -623060.967914
  nChanged 242
		SP:Iteration 5Q (232359.370000 sec): 3 clusters
  Score: Raw -625986.074961 + Penalty 2785.734889 = -623200.340073
  nChanged 199
		SP:Iteration 6Q (232359.460000 sec): 3 clusters
  Score: Raw -626086.069072 + Penalty 2785.734889 = -623300.334183
  nChanged 157
		SP:Iteration 7Q (232359.550000 sec): 3 clusters
  Score: Raw -626153.265647 + Penalty 2785.734889 = -623367.530759
  nChanged 143
		SP:Iteration 8Q (232359.640000 sec): 3 clusters
  Score: Raw -626218.894806 + Penalty 2785.734889 = -623433.159917
  nChanged 129
		SP:Iteration 9Q (232359.730000 sec): 3 clusters
  Score: Raw -626269.982876 + Penalty 2785.734889 = -623484.247987
  nChanged 109
		SP:Iteration 10Q (232359.820000 sec): 3 clusters
  Score: Raw -626313.806520 + Penalty 2785.734889 = -623528.071632
  nChanged 97
		SP:Iteration 11Q (232359.920000 sec): 3 clusters
  Score: Raw -626352.588525 + Penalty 2785.734889 = -623566.853636
  nChanged 105
		SP:Iteration 12Q (232360.010000 sec): 3 clusters
  Score: Raw -626391.867248 + Penalty 2785.734889 = -623606.132359
  nChanged 84
		SP:Iteration 13Q (232360.100000 sec): 3 clusters
  Score: Raw -626417.450695 + Penalty 2785.734889 = -623631.715806
  nChanged 77
		SP:Iteration 14Q (232360.190000 sec): 3 clusters
  Score: Raw -626444.583887 + Penalty 2785.734889 = -623658.848998
  nChanged 78
		SP:Iteration 15Q (232360.280000 sec): 3 clusters
  Score: Raw -626468.594715 + Penalty 2785.734889 = -623682.859827
  nChanged 51
		SP:Iteration 16Q (232360.370000 sec): 3 clusters
  Score: Raw -626481.183432 + Penalty 2785.734889 = -623695.448544
  nChanged 48
		SP:Iteration 17Q (232360.460000 sec): 3 clusters
  Score: Raw -626494.454005 + Penalty 2785.734889 = -623708.719117
  nChanged 44
		SP:Iteration 18Q (232360.560000 sec): 3 clusters
  Score: Raw -626506.714396 + Penalty 2785.734889 = -623720.979507
  nChanged 30
		SP:Iteration 19Q (232360.650000 sec): 3 clusters
  Score: Raw -626516.546798 + Penalty 2785.734889 = -623730.811909
  nChanged 29
		SP:Iteration 20F (232360.740000 sec): 3 clusters
  Score: Raw -626524.306834 + Penalty 2785.734889 = -623738.571945
  nChanged 20
		SP:Iteration 21Q (232360.830000 sec): 3 clusters
  Score: Raw -626527.839480 + Penalty 2785.734889 = -623742.104591
  nChanged 15
		SP:Iteration 22Q (232360.920000 sec): 3 clusters
  Score: Raw -626531.807012 + Penalty 2785.734889 = -623746.072123
  nChanged 20
		SP:Iteration 23Q (232361.020000 sec): 3 clusters
  Score: Raw -626537.328452 + Penalty 2785.734889 = -623751.593564
  nChanged 22
		SP:Iteration 24Q (232361.110000 sec): 3 clusters
  Score: Raw -626544.354004 + Penalty 2785.734889 = -623758.619116
  nChanged 30
		SP:Iteration 25Q (232361.200000 sec): 3 clusters
  Score: Raw -626551.994744 + Penalty 2785.734889 = -623766.259855
  nChanged 25
		SP:Iteration 26Q (232361.290000 sec): 3 clusters
  Score: Raw -626559.416365 + Penalty 2785.734889 = -623773.681477
  nChanged 21
		SP:Iteration 27Q (232361.380000 sec): 3 clusters
  Score: Raw -626564.277185 + Penalty 2785.734889 = -623778.542296
  nChanged 21
		SP:Iteration 28Q (232361.470000 sec): 3 clusters
  Score: Raw -626568.558016 + Penalty 2785.734889 = -623782.823127
  nChanged 13
		SP:Iteration 29Q (232361.560000 sec): 3 clusters
  Score: Raw -626572.056946 + Penalty 2785.734889 = -623786.322058
  nChanged 17
		SP:Iteration 30Q (232361.660000 sec): 3 clusters
  Score: Raw -626576.184873 + Penalty 2785.734889 = -623790.449984
  nChanged 17
		SP:Iteration 31Q (232361.740000 sec): 3 clusters
  Score: Raw -626580.180261 + Penalty 2785.734889 = -623794.445372
  nChanged 22
		SP:Iteration 32Q (232361.840000 sec): 3 clusters
  Score: Raw -626585.349052 + Penalty 2785.734889 = -623799.614163
  nChanged 17
		SP:Iteration 33Q (232361.930000 sec): 3 clusters
  Score: Raw -626589.921791 + Penalty 2785.734889 = -623804.186903
  nChanged 27
		SP:Iteration 34Q (232362.020000 sec): 3 clusters
  Score: Raw -626597.373501 + Penalty 2785.734889 = -623811.638613
  nChanged 24
		SP:Iteration 35Q (232362.110000 sec): 3 clusters
  Score: Raw -626604.651477 + Penalty 2785.734889 = -623818.916589
  nChanged 23
		SP:Iteration 36Q (232362.200000 sec): 3 clusters
  Score: Raw -626611.274546 + Penalty 2785.734889 = -623825.539657
  nChanged 20
		SP:Iteration 37Q (232362.290000 sec): 3 clusters
  Score: Raw -626617.427041 + Penalty 2785.734889 = -623831.692153
  nChanged 19
		SP:Iteration 38Q (232362.380000 sec): 3 clusters
  Score: Raw -626622.972843 + Penalty 2785.734889 = -623837.237955
  nChanged 21
		SP:Iteration 39Q (232362.480000 sec): 3 clusters
  Score: Raw -626627.419287 + Penalty 2785.734889 = -623841.684398
  nChanged 13
		SP:Iteration 40F (232362.570000 sec): 3 clusters
  Score: Raw -626630.492643 + Penalty 2785.734889 = -623844.757754
  nChanged 13
		SP:Iteration 41Q (232362.660000 sec): 3 clusters
  Score: Raw -626632.844343 + Penalty 2785.734889 = -623847.109455
  nChanged 8
		SP:Iteration 42Q (232362.750000 sec): 3 clusters
  Score: Raw -626635.479032 + Penalty 2785.734889 = -623849.744143
  nChanged 11
		SP:Iteration 43Q (232362.840000 sec): 3 clusters
  Score: Raw -626638.906286 + Penalty 2785.734889 = -623853.171397
  nChanged 15
		SP:Iteration 44Q (232362.940000 sec): 3 clusters
  Score: Raw -626642.657282 + Penalty 2785.734889 = -623856.922393
  nChanged 11
		SP:Iteration 45Q (232363.020000 sec): 3 clusters
  Score: Raw -626645.182778 + Penalty 2785.734889 = -623859.447890
  nChanged 12
		SP:Iteration 46Q (232363.120000 sec): 3 clusters
  Score: Raw -626647.393059 + Penalty 2785.734889 = -623861.658171
  nChanged 12
		SP:Iteration 47Q (232363.210000 sec): 3 clusters
  Score: Raw -626650.814576 + Penalty 2785.734889 = -623865.079687
  nChanged 11
		SP:Iteration 48Q (232363.300000 sec): 3 clusters
  Score: Raw -626653.792467 + Penalty 2785.734889 = -623868.057578
  nChanged 12
		SP:Iteration 49Q (232363.390000 sec): 3 clusters
  Score: Raw -626657.444445 + Penalty 2785.734889 = -623871.709557
  nChanged 12
		SP:Iteration 50Q (232363.480000 sec): 3 clusters
  Score: Raw -626661.034179 + Penalty 2785.734889 = -623875.299290
  nChanged 17
		SP:Iteration 51Q (232363.570000 sec): 3 clusters
  Score: Raw -626666.749683 + Penalty 2785.734889 = -623881.014794
  nChanged 17
		SP:Iteration 52Q (232363.660000 sec): 3 clusters
  Score: Raw -626672.380797 + Penalty 2785.734889 = -623886.645908
  nChanged 19
		SP:Iteration 53Q (232363.760000 sec): 3 clusters
  Score: Raw -626678.128390 + Penalty 2785.734889 = -623892.393501
  nChanged 17
		SP:Iteration 54Q (232363.930000 sec): 3 clusters
  Score: Raw -626682.692211 + Penalty 2785.734889 = -623896.957322
  nChanged 21
		SP:Iteration 55Q (232364.020000 sec): 3 clusters
  Score: Raw -626687.902047 + Penalty 2785.734889 = -623902.167159
  nChanged 15
		SP:Iteration 56Q (232364.110000 sec): 3 clusters
  Score: Raw -626692.260640 + Penalty 2785.734889 = -623906.525752
  nChanged 17
		SP:Iteration 57Q (232364.200000 sec): 3 clusters
  Score: Raw -626697.631122 + Penalty 2785.734889 = -623911.896233
  nChanged 15
		SP:Iteration 58Q (232364.290000 sec): 3 clusters
  Score: Raw -626701.159323 + Penalty 2785.734889 = -623915.424434
  nChanged 14
		SP:Iteration 59Q (232364.380000 sec): 3 clusters
  Score: Raw -626705.033211 + Penalty 2785.734889 = -623919.298323
  nChanged 18
		SP:Iteration 60F (232364.480000 sec): 3 clusters
  Score: Raw -626712.117439 + Penalty 2785.734889 = -623926.382550
  nChanged 17
		SP:Iteration 61Q (232364.560000 sec): 3 clusters
  Score: Raw -626716.390196 + Penalty 2785.734889 = -623930.655308
  nChanged 13
		SP:Iteration 62Q (232364.660000 sec): 3 clusters
  Score: Raw -626720.166949 + Penalty 2785.734889 = -623934.432060
  nChanged 15
		SP:Iteration 63Q (232364.740000 sec): 3 clusters
  Score: Raw -626725.337488 + Penalty 2785.734889 = -623939.602600
  nChanged 17
		SP:Iteration 64Q (232364.840000 sec): 3 clusters
  Score: Raw -626732.701176 + Penalty 2785.734889 = -623946.966287
  nChanged 25
		SP:Iteration 65Q (232364.930000 sec): 3 clusters
  Score: Raw -626740.394238 + Penalty 2785.734889 = -623954.659349
  nChanged 27
		SP:Iteration 66Q (232365.020000 sec): 3 clusters
  Score: Raw -626750.493880 + Penalty 2785.734889 = -623964.758992
  nChanged 30
		SP:Iteration 67Q (232365.110000 sec): 3 clusters
  Score: Raw -626761.052597 + Penalty 2785.734889 = -623975.317708
  nChanged 23
		SP:Iteration 68Q (232365.200000 sec): 3 clusters
  Score: Raw -626770.314067 + Penalty 2785.734889 = -623984.579178
  nChanged 26
		SP:Iteration 69Q (232365.290000 sec): 3 clusters
  Score: Raw -626779.048985 + Penalty 2785.734889 = -623993.314096
  nChanged 22
		SP:Iteration 70Q (232365.380000 sec): 3 clusters
  Score: Raw -626786.884408 + Penalty 2785.734889 = -624001.149520
  nChanged 30
		SP:Iteration 71Q (232365.470000 sec): 3 clusters
  Score: Raw -626799.460494 + Penalty 2785.734889 = -624013.725605
  nChanged 34
		SP:Iteration 72Q (232365.560000 sec): 3 clusters
  Score: Raw -626813.546064 + Penalty 2785.734889 = -624027.811175
  nChanged 28
		SP:Iteration 73Q (232365.650000 sec): 3 clusters
  Score: Raw -626822.678027 + Penalty 2785.734889 = -624036.943138
  nChanged 18
		SP:Iteration 74Q (232365.740000 sec): 3 clusters
  Score: Raw -626828.368315 + Penalty 2785.734889 = -624042.633426
  nChanged 18
		SP:Iteration 75Q (232365.820000 sec): 3 clusters
  Score: Raw -626833.548461 + Penalty 2785.734889 = -624047.813572
  nChanged 21
		SP:Iteration 76Q (232365.910000 sec): 3 clusters
  Score: Raw -626840.079383 + Penalty 2785.734889 = -624054.344495
  nChanged 15
		SP:Iteration 77Q (232366.000000 sec): 3 clusters
  Score: Raw -626842.968220 + Penalty 2785.734889 = -624057.233332
  nChanged 6
		SP:Iteration 78Q (232366.090000 sec): 3 clusters
  Score: Raw -626844.374934 + Penalty 2785.734889 = -624058.640046
  nChanged 5
		SP:Iteration 79Q (232366.180000 sec): 3 clusters
  Score: Raw -626845.861581 + Penalty 2785.734889 = -624060.126692
  nChanged 9
		SP:Iteration 80F (232366.270000 sec): 3 clusters
  Score: Raw -626848.766667 + Penalty 2785.734889 = -624063.031779
  nChanged 12
		SP:Iteration 81Q (232366.360000 sec): 3 clusters
  Score: Raw -626853.498384 + Penalty 2785.734889 = -624067.763495
  nChanged 14
		SP:Iteration 82Q (232366.450000 sec): 3 clusters
  Score: Raw -626859.923665 + Penalty 2785.734889 = -624074.188777
  nChanged 15
		SP:Iteration 83Q (232366.540000 sec): 3 clusters
  Score: Raw -626867.254568 + Penalty 2785.734889 = -624081.519679
  nChanged 17
		SP:Iteration 84Q (232366.630000 sec): 3 clusters
  Score: Raw -626874.521878 + Penalty 2785.734889 = -624088.786990
  nChanged 17
		SP:Iteration 85Q (232366.720000 sec): 3 clusters
  Score: Raw -626882.306398 + Penalty 2785.734889 = -624096.571509
  nChanged 16
		SP:Iteration 86Q (232366.810000 sec): 3 clusters
  Score: Raw -626889.140356 + Penalty 2785.734889 = -624103.405467
  nChanged 21
		SP:Iteration 87Q (232366.900000 sec): 3 clusters
  Score: Raw -626896.474055 + Penalty 2785.734889 = -624110.739166
  nChanged 22
		SP:Iteration 88Q (232366.990000 sec): 3 clusters
  Score: Raw -626902.978640 + Penalty 2785.734889 = -624117.243751
  nChanged 14
		SP:Iteration 89Q (232367.070000 sec): 3 clusters
  Score: Raw -626907.387593 + Penalty 2785.734889 = -624121.652705
  nChanged 13
		SP:Iteration 90Q (232367.160000 sec): 3 clusters
  Score: Raw -626913.189603 + Penalty 2785.734889 = -624127.454715
  nChanged 10
		SP:Iteration 91Q (232367.250000 sec): 3 clusters
  Score: Raw -626916.989674 + Penalty 2785.734889 = -624131.254786
  nChanged 12
		SP:Iteration 92Q (232367.340000 sec): 3 clusters
  Score: Raw -626920.549243 + Penalty 2785.734889 = -624134.814354
  nChanged 12
		SP:Iteration 93Q (232367.430000 sec): 3 clusters
  Score: Raw -626924.024735 + Penalty 2785.734889 = -624138.289847
  nChanged 15
		SP:Iteration 94Q (232367.520000 sec): 3 clusters
  Score: Raw -626928.128657 + Penalty 2785.734889 = -624142.393768
  nChanged 9
		SP:Iteration 95Q (232367.610000 sec): 3 clusters
  Score: Raw -626931.167566 + Penalty 2785.734889 = -624145.432678
  nChanged 8
		SP:Iteration 96Q (232367.690000 sec): 3 clusters
  Score: Raw -626933.975741 + Penalty 2785.734889 = -624148.240852
  nChanged 8
		SP:Iteration 97Q (232367.780000 sec): 3 clusters
  Score: Raw -626936.912431 + Penalty 2785.734889 = -624151.177543
  nChanged 12
		SP:Iteration 98Q (232367.870000 sec): 3 clusters
  Score: Raw -626940.907793 + Penalty 2785.734889 = -624155.172904
  nChanged 14
		SP:Iteration 99Q (232367.960000 sec): 3 clusters
  Score: Raw -626947.276709 + Penalty 2785.734889 = -624161.541821
  nChanged 20
		SP:Iteration 100F (232368.050000 sec): 3 clusters
  Score: Raw -626955.462951 + Penalty 2785.734889 = -624169.728062
  nChanged 16
		SP:Iteration 101Q (232368.140000 sec): 3 clusters
  Score: Raw -626960.871344 + Penalty 2785.734889 = -624175.136456
  nChanged 12
		SP:Iteration 102Q (232368.230000 sec): 3 clusters
  Score: Raw -626964.820057 + Penalty 2785.734889 = -624179.085168
  nChanged 16
		SP:Iteration 103Q (232368.310000 sec): 3 clusters
  Score: Raw -626970.182759 + Penalty 2785.734889 = -624184.447870
  nChanged 12
		SP:Iteration 104Q (232368.400000 sec): 3 clusters
  Score: Raw -626973.718097 + Penalty 2785.734889 = -624187.983208
  nChanged 9
		SP:Iteration 105Q (232368.490000 sec): 3 clusters
  Score: Raw -626975.940126 + Penalty 2785.734889 = -624190.205237
  nChanged 12
		SP:Iteration 106Q (232368.580000 sec): 3 clusters
  Score: Raw -626978.583853 + Penalty 2785.734889 = -624192.848965
  nChanged 10
		SP:Iteration 107Q (232368.670000 sec): 3 clusters
  Score: Raw -626980.703340 + Penalty 2785.734889 = -624194.968452
  nChanged 7
		SP:Iteration 108Q (232368.750000 sec): 3 clusters
  Score: Raw -626981.826192 + Penalty 2785.734889 = -624196.091303
  nChanged 6
		SP:Iteration 109Q (232368.840000 sec): 3 clusters
  Score: Raw -626983.527389 + Penalty 2785.734889 = -624197.792501
  nChanged 6
		SP:Iteration 110Q (232368.930000 sec): 3 clusters
  Score: Raw -626985.034083 + Penalty 2785.734889 = -624199.299195
  nChanged 10
		SP:Iteration 111Q (232369.020000 sec): 3 clusters
  Score: Raw -626986.549696 + Penalty 2785.734889 = -624200.814808
  nChanged 3
		SP:Iteration 112Q (232369.110000 sec): 3 clusters
  Score: Raw -626986.914670 + Penalty 2785.734889 = -624201.179781
  nChanged 2
		SP:Iteration 113Q (232369.190000 sec): 3 clusters
  Score: Raw -626987.244421 + Penalty 2785.734889 = -624201.509533
  nChanged 0
		SP:Iteration 114F (232369.290000 sec): 3 clusters
  Score: Raw -626987.244421 + Penalty 2785.734889 = -624201.509533
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 95 (882 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (232369.350000 sec): 2 clusters
  Score: Raw -102326.167216 + Penalty 1102.106209 = -101224.061007
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (232369.370000 sec): 3 clusters
  Score: Raw -102098.876881 + Penalty 2204.212418 = -99894.664463
  nChanged 263
		SP:Iteration 1F (232369.380000 sec): 3 clusters
  Score: Raw -102445.534526 + Penalty 2204.212418 = -100241.322108
  nChanged 86
		SP:Iteration 2F (232369.400000 sec): 3 clusters
  Score: Raw -102606.222856 + Penalty 2204.212418 = -100402.010437
  nChanged 59
		SP:Iteration 3F (232369.420000 sec): 3 clusters
  Score: Raw -102752.881168 + Penalty 2204.212418 = -100548.668750
  nChanged 35
		SP:Iteration 4Q (232369.440000 sec): 3 clusters
  Score: Raw -102818.135048 + Penalty 2204.212418 = -100613.922630
  nChanged 23
		SP:Iteration 5Q (232369.460000 sec): 3 clusters
  Score: Raw -102850.508430 + Penalty 2204.212418 = -100646.296012
  nChanged 15
		SP:Iteration 6Q (232369.470000 sec): 3 clusters
  Score: Raw -102870.033442 + Penalty 2204.212418 = -100665.821024
  nChanged 13
		SP:Iteration 7Q (232369.490000 sec): 3 clusters
  Score: Raw -102892.396990 + Penalty 2204.212418 = -100688.184572
  nChanged 11
		SP:Iteration 8Q (232369.500000 sec): 3 clusters
  Score: Raw -102906.104262 + Penalty 2204.212418 = -100701.891844
  nChanged 4
		SP:Iteration 9Q (232369.520000 sec): 3 clusters
  Score: Raw -102911.988395 + Penalty 2204.212418 = -100707.775977
  nChanged 4
		SP:Iteration 10Q (232369.540000 sec): 3 clusters
  Score: Raw -102916.179004 + Penalty 2204.212418 = -100711.966586
  nChanged 2
		SP:Iteration 11Q (232369.560000 sec): 3 clusters
  Score: Raw -102917.810821 + Penalty 2204.212418 = -100713.598403
  nChanged 2
		SP:Iteration 12Q (232369.570000 sec): 3 clusters
  Score: Raw -102920.496251 + Penalty 2204.212418 = -100716.283833
  nChanged 6
		SP:Iteration 13Q (232369.590000 sec): 3 clusters
  Score: Raw -102926.843602 + Penalty 2204.212418 = -100722.631183
  nChanged 3
		SP:Iteration 14Q (232369.600000 sec): 3 clusters
  Score: Raw -102930.016627 + Penalty 2204.212418 = -100725.804209
  nChanged 2
		SP:Iteration 15Q (232369.620000 sec): 3 clusters
  Score: Raw -102932.974925 + Penalty 2204.212418 = -100728.762507
  nChanged 1
		SP:Iteration 16Q (232369.640000 sec): 3 clusters
  Score: Raw -102933.618395 + Penalty 2204.212418 = -100729.405977
  nChanged 1
		SP:Iteration 17Q (232369.660000 sec): 3 clusters
  Score: Raw -102934.881134 + Penalty 2204.212418 = -100730.668715
  nChanged 1
		SP:Iteration 18Q (232369.670000 sec): 3 clusters
  Score: Raw -102936.085588 + Penalty 2204.212418 = -100731.873170
  nChanged 0
		SP:Iteration 19F (232369.690000 sec): 3 clusters
  Score: Raw -102936.085588 + Penalty 2204.212418 = -100731.873170
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 96 (13825 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (232369.850000 sec): 2 clusters
  Score: Raw -1662537.191103 + Penalty 1549.312997 = -1660987.878106
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (232370.050000 sec): 3 clusters
  Score: Raw -1654471.720140 + Penalty 3098.625994 = -1651373.094146
  nChanged 6129
		SP:Iteration 1F (232370.240000 sec): 3 clusters
  Score: Raw -1657752.300301 + Penalty 3098.625994 = -1654653.674307
  nChanged 853
		SP:Iteration 2F (232370.440000 sec): 3 clusters
  Score: Raw -1658188.148128 + Penalty 3098.625994 = -1655089.522135
  nChanged 888
		SP:Iteration 3F (232370.630000 sec): 3 clusters
  Score: Raw -1658739.210942 + Penalty 3098.625994 = -1655640.584948
  nChanged 947
		SP:Iteration 4F (232370.820000 sec): 3 clusters
  Score: Raw -1659399.013774 + Penalty 3098.625994 = -1656300.387781
  nChanged 958
		SP:Iteration 5F (232371.020000 sec): 3 clusters
  Score: Raw -1660113.919201 + Penalty 3098.625994 = -1657015.293208
  nChanged 953
		SP:Iteration 6F (232371.190000 sec): 3 clusters
  Score: Raw -1660748.234954 + Penalty 3098.625994 = -1657649.608961
  nChanged 794
		SP:Iteration 7F (232371.400000 sec): 3 clusters
  Score: Raw -1661215.647315 + Penalty 3098.625994 = -1658117.021322
  nChanged 644
		SP:Iteration 8Q (232371.590000 sec): 3 clusters
  Score: Raw -1661564.648030 + Penalty 3098.625994 = -1658466.022036
  nChanged 512
		SP:Iteration 9Q (232371.770000 sec): 3 clusters
  Score: Raw -1661794.043639 + Penalty 3098.625994 = -1658695.417646
  nChanged 399
		SP:Iteration 10Q (232371.970000 sec): 3 clusters
  Score: Raw -1661973.073330 + Penalty 3098.625994 = -1658874.447336
  nChanged 346
		SP:Iteration 11Q (232372.150000 sec): 3 clusters
  Score: Raw -1662129.606217 + Penalty 3098.625994 = -1659030.980224
  nChanged 274
		SP:Iteration 12Q (232372.370000 sec): 3 clusters
  Score: Raw -1662251.947454 + Penalty 3098.625994 = -1659153.321460
  nChanged 246
		SP:Iteration 13Q (232372.540000 sec): 3 clusters
  Score: Raw -1662358.268602 + Penalty 3098.625994 = -1659259.642608
  nChanged 234
		SP:Iteration 14Q (232372.720000 sec): 3 clusters
  Score: Raw -1662464.324283 + Penalty 3098.625994 = -1659365.698290
  nChanged 227
		SP:Iteration 15Q (232372.910000 sec): 3 clusters
  Score: Raw -1662577.125725 + Penalty 3098.625994 = -1659478.499731
  nChanged 220
		SP:Iteration 16Q (232373.110000 sec): 3 clusters
  Score: Raw -1662693.739713 + Penalty 3098.625994 = -1659595.113720
  nChanged 204
		SP:Iteration 17Q (232373.280000 sec): 3 clusters
  Score: Raw -1662793.727172 + Penalty 3098.625994 = -1659695.101178
  nChanged 178
		SP:Iteration 18Q (232373.500000 sec): 3 clusters
  Score: Raw -1662863.635465 + Penalty 3098.625994 = -1659765.009471
  nChanged 137
		SP:Iteration 19Q (232373.690000 sec): 3 clusters
  Score: Raw -1662910.915145 + Penalty 3098.625994 = -1659812.289151
  nChanged 115
		SP:Iteration 20F (232373.870000 sec): 3 clusters
  Score: Raw -1662950.787573 + Penalty 3098.625994 = -1659852.161580
  nChanged 102
		SP:Iteration 21Q (232374.070000 sec): 3 clusters
  Score: Raw -1662982.451766 + Penalty 3098.625994 = -1659883.825772
  nChanged 90
		SP:Iteration 22Q (232374.240000 sec): 3 clusters
  Score: Raw -1663015.730667 + Penalty 3098.625994 = -1659917.104674
  nChanged 89
		SP:Iteration 23Q (232374.460000 sec): 3 clusters
  Score: Raw -1663046.143706 + Penalty 3098.625994 = -1659947.517713
  nChanged 89
		SP:Iteration 24Q (232374.670000 sec): 3 clusters
  Score: Raw -1663070.666521 + Penalty 3098.625994 = -1659972.040527
  nChanged 61
		SP:Iteration 25Q (232374.830000 sec): 3 clusters
  Score: Raw -1663088.387495 + Penalty 3098.625994 = -1659989.761502
  nChanged 73
		SP:Iteration 26Q (232375.010000 sec): 3 clusters
  Score: Raw -1663105.705975 + Penalty 3098.625994 = -1660007.079982
  nChanged 56
		SP:Iteration 27Q (232375.180000 sec): 3 clusters
  Score: Raw -1663119.734035 + Penalty 3098.625994 = -1660021.108041
  nChanged 55
		SP:Iteration 28Q (232375.380000 sec): 3 clusters
  Score: Raw -1663132.917892 + Penalty 3098.625994 = -1660034.291898
  nChanged 56
		SP:Iteration 29Q (232375.560000 sec): 3 clusters
  Score: Raw -1663145.420041 + Penalty 3098.625994 = -1660046.794048
  nChanged 45
		SP:Iteration 30Q (232375.740000 sec): 3 clusters
  Score: Raw -1663155.433030 + Penalty 3098.625994 = -1660056.807036
  nChanged 31
		SP:Iteration 31Q (232375.930000 sec): 3 clusters
  Score: Raw -1663162.371878 + Penalty 3098.625994 = -1660063.745885
  nChanged 35
		SP:Iteration 32Q (232376.090000 sec): 3 clusters
  Score: Raw -1663170.389801 + Penalty 3098.625994 = -1660071.763807
  nChanged 30
		SP:Iteration 33Q (232376.260000 sec): 3 clusters
  Score: Raw -1663176.568083 + Penalty 3098.625994 = -1660077.942089
  nChanged 32
		SP:Iteration 34Q (232376.450000 sec): 3 clusters
  Score: Raw -1663183.819320 + Penalty 3098.625994 = -1660085.193326
  nChanged 33
		SP:Iteration 35Q (232376.620000 sec): 3 clusters
  Score: Raw -1663191.802858 + Penalty 3098.625994 = -1660093.176865
  nChanged 29
		SP:Iteration 36Q (232376.790000 sec): 3 clusters
  Score: Raw -1663197.566919 + Penalty 3098.625994 = -1660098.940925
  nChanged 26
		SP:Iteration 37Q (232376.960000 sec): 3 clusters
  Score: Raw -1663203.135425 + Penalty 3098.625994 = -1660104.509431
  nChanged 30
		SP:Iteration 38Q (232377.160000 sec): 3 clusters
  Score: Raw -1663211.236902 + Penalty 3098.625994 = -1660112.610909
  nChanged 33
		SP:Iteration 39Q (232377.350000 sec): 3 clusters
  Score: Raw -1663220.404252 + Penalty 3098.625994 = -1660121.778258
  nChanged 30
		SP:Iteration 40F (232377.540000 sec): 3 clusters
  Score: Raw -1663227.679895 + Penalty 3098.625994 = -1660129.053901
  nChanged 19
		SP:Iteration 41Q (232377.710000 sec): 3 clusters
  Score: Raw -1663232.756821 + Penalty 3098.625994 = -1660134.130827
  nChanged 18
		SP:Iteration 42Q (232377.910000 sec): 3 clusters
  Score: Raw -1663236.797983 + Penalty 3098.625994 = -1660138.171990
  nChanged 17
		SP:Iteration 43Q (232378.110000 sec): 3 clusters
  Score: Raw -1663239.856815 + Penalty 3098.625994 = -1660141.230821
  nChanged 11
		SP:Iteration 44Q (232378.290000 sec): 3 clusters
  Score: Raw -1663242.444133 + Penalty 3098.625994 = -1660143.818139
  nChanged 14
		SP:Iteration 45Q (232378.460000 sec): 3 clusters
  Score: Raw -1663245.010117 + Penalty 3098.625994 = -1660146.384123
  nChanged 9
		SP:Iteration 46Q (232378.650000 sec): 3 clusters
  Score: Raw -1663247.194885 + Penalty 3098.625994 = -1660148.568891
  nChanged 13
		SP:Iteration 47Q (232378.850000 sec): 3 clusters
  Score: Raw -1663249.511304 + Penalty 3098.625994 = -1660150.885310
  nChanged 9
		SP:Iteration 48Q (232379.030000 sec): 3 clusters
  Score: Raw -1663250.789864 + Penalty 3098.625994 = -1660152.163871
  nChanged 7
		SP:Iteration 49Q (232379.200000 sec): 3 clusters
  Score: Raw -1663252.393851 + Penalty 3098.625994 = -1660153.767857
  nChanged 8
		SP:Iteration 50Q (232379.390000 sec): 3 clusters
  Score: Raw -1663253.550081 + Penalty 3098.625994 = -1660154.924088
  nChanged 8
		SP:Iteration 51Q (232379.590000 sec): 3 clusters
  Score: Raw -1663254.699186 + Penalty 3098.625994 = -1660156.073192
  nChanged 5
		SP:Iteration 52Q (232379.790000 sec): 3 clusters
  Score: Raw -1663255.073197 + Penalty 3098.625994 = -1660156.447204
  nChanged 4
		SP:Iteration 53Q (232379.970000 sec): 3 clusters
  Score: Raw -1663255.723853 + Penalty 3098.625994 = -1660157.097859
  nChanged 5
		SP:Iteration 54Q (232380.140000 sec): 3 clusters
  Score: Raw -1663256.433394 + Penalty 3098.625994 = -1660157.807400
  nChanged 5
		SP:Iteration 55Q (232380.340000 sec): 3 clusters
  Score: Raw -1663256.960815 + Penalty 3098.625994 = -1660158.334822
  nChanged 8
		SP:Iteration 56Q (232380.530000 sec): 3 clusters
  Score: Raw -1663258.090810 + Penalty 3098.625994 = -1660159.464817
  nChanged 9
		SP:Iteration 57Q (232380.710000 sec): 3 clusters
  Score: Raw -1663259.566030 + Penalty 3098.625994 = -1660160.940037
  nChanged 7
		SP:Iteration 58Q (232380.880000 sec): 3 clusters
  Score: Raw -1663261.027083 + Penalty 3098.625994 = -1660162.401090
  nChanged 8
		SP:Iteration 59Q (232381.070000 sec): 3 clusters
  Score: Raw -1663262.639113 + Penalty 3098.625994 = -1660164.013119
  nChanged 8
		SP:Iteration 60F (232381.280000 sec): 3 clusters
  Score: Raw -1663263.770002 + Penalty 3098.625994 = -1660165.144008
  nChanged 7
		SP:Iteration 61Q (232381.470000 sec): 3 clusters
  Score: Raw -1663264.991077 + Penalty 3098.625994 = -1660166.365083
  nChanged 7
		SP:Iteration 62Q (232381.640000 sec): 3 clusters
  Score: Raw -1663265.931605 + Penalty 3098.625994 = -1660167.305611
  nChanged 6
		SP:Iteration 63Q (232381.830000 sec): 3 clusters
  Score: Raw -1663266.645496 + Penalty 3098.625994 = -1660168.019502
  nChanged 3
		SP:Iteration 64Q (232381.990000 sec): 3 clusters
  Score: Raw -1663266.955897 + Penalty 3098.625994 = -1660168.329904
  nChanged 1
		SP:Iteration 65Q (232382.160000 sec): 3 clusters
  Score: Raw -1663266.996418 + Penalty 3098.625994 = -1660168.370424
  nChanged 0
		SP:Iteration 66F (232382.360000 sec): 3 clusters
  Score: Raw -1663266.996418 + Penalty 3098.625994 = -1660168.370424
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 97 (4300 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (232382.430000 sec): 2 clusters
  Score: Raw -480745.228622 + Penalty 1359.535174 = -479385.693448
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (232382.510000 sec): 3 clusters
  Score: Raw -478587.450689 + Penalty 2719.070348 = -475868.380341
  nChanged 1699
		SP:Iteration 1F (232382.590000 sec): 3 clusters
  Score: Raw -479616.049509 + Penalty 2719.070348 = -476896.979160
  nChanged 384
		SP:Iteration 2F (232382.670000 sec): 3 clusters
  Score: Raw -479949.791320 + Penalty 2719.070348 = -477230.720972
  nChanged 312
		SP:Iteration 3F (232382.750000 sec): 3 clusters
  Score: Raw -480237.373228 + Penalty 2719.070348 = -477518.302880
  nChanged 291
		SP:Iteration 4F (232382.830000 sec): 3 clusters
  Score: Raw -480525.700369 + Penalty 2719.070348 = -477806.630021
  nChanged 263
		SP:Iteration 5F (232382.910000 sec): 3 clusters
  Score: Raw -480745.166663 + Penalty 2719.070348 = -478026.096315
  nChanged 211
		SP:Iteration 6Q (232382.980000 sec): 3 clusters
  Score: Raw -480908.753296 + Penalty 2719.070348 = -478189.682948
  nChanged 167
		SP:Iteration 7Q (232383.060000 sec): 3 clusters
  Score: Raw -481057.356062 + Penalty 2719.070348 = -478338.285714
  nChanged 160
		SP:Iteration 8Q (232383.140000 sec): 3 clusters
  Score: Raw -481204.440546 + Penalty 2719.070348 = -478485.370198
  nChanged 136
		SP:Iteration 9Q (232383.210000 sec): 3 clusters
  Score: Raw -481340.383678 + Penalty 2719.070348 = -478621.313330
  nChanged 99
		SP:Iteration 10Q (232383.290000 sec): 3 clusters
  Score: Raw -481419.270222 + Penalty 2719.070348 = -478700.199874
  nChanged 76
		SP:Iteration 11Q (232383.370000 sec): 3 clusters
  Score: Raw -481479.060493 + Penalty 2719.070348 = -478759.990145
  nChanged 66
		SP:Iteration 12Q (232383.440000 sec): 3 clusters
  Score: Raw -481526.022395 + Penalty 2719.070348 = -478806.952047
  nChanged 56
		SP:Iteration 13Q (232383.520000 sec): 3 clusters
  Score: Raw -481570.416099 + Penalty 2719.070348 = -478851.345751
  nChanged 52
		SP:Iteration 14Q (232383.590000 sec): 3 clusters
  Score: Raw -481606.768833 + Penalty 2719.070348 = -478887.698485
  nChanged 50
		SP:Iteration 15Q (232383.670000 sec): 3 clusters
  Score: Raw -481641.001267 + Penalty 2719.070348 = -478921.930919
  nChanged 44
		SP:Iteration 16Q (232383.740000 sec): 3 clusters
  Score: Raw -481675.566032 + Penalty 2719.070348 = -478956.495684
  nChanged 40
		SP:Iteration 17Q (232383.810000 sec): 3 clusters
  Score: Raw -481700.107641 + Penalty 2719.070348 = -478981.037292
  nChanged 33
		SP:Iteration 18Q (232383.890000 sec): 3 clusters
  Score: Raw -481720.945607 + Penalty 2719.070348 = -479001.875259
  nChanged 29
		SP:Iteration 19Q (232383.970000 sec): 3 clusters
  Score: Raw -481738.769150 + Penalty 2719.070348 = -479019.698802
  nChanged 22
		SP:Iteration 20F (232384.040000 sec): 3 clusters
  Score: Raw -481747.778801 + Penalty 2719.070348 = -479028.708453
  nChanged 16
		SP:Iteration 21Q (232384.120000 sec): 3 clusters
  Score: Raw -481755.289060 + Penalty 2719.070348 = -479036.218712
  nChanged 15
		SP:Iteration 22Q (232384.190000 sec): 3 clusters
  Score: Raw -481763.688604 + Penalty 2719.070348 = -479044.618256
  nChanged 20
		SP:Iteration 23Q (232384.270000 sec): 3 clusters
  Score: Raw -481771.702268 + Penalty 2719.070348 = -479052.631920
  nChanged 14
		SP:Iteration 24Q (232384.340000 sec): 3 clusters
  Score: Raw -481776.012070 + Penalty 2719.070348 = -479056.941722
  nChanged 12
		SP:Iteration 25Q (232384.420000 sec): 3 clusters
  Score: Raw -481779.912225 + Penalty 2719.070348 = -479060.841877
  nChanged 3
		SP:Iteration 26Q (232384.490000 sec): 3 clusters
  Score: Raw -481780.810400 + Penalty 2719.070348 = -479061.740052
  nChanged 7
		SP:Iteration 27Q (232384.570000 sec): 3 clusters
  Score: Raw -481783.413296 + Penalty 2719.070348 = -479064.342948
  nChanged 10
		SP:Iteration 28Q (232384.640000 sec): 3 clusters
  Score: Raw -481790.601718 + Penalty 2719.070348 = -479071.531370
  nChanged 11
		SP:Iteration 29Q (232384.720000 sec): 3 clusters
  Score: Raw -481794.022049 + Penalty 2719.070348 = -479074.951701
  nChanged 6
		SP:Iteration 30Q (232384.790000 sec): 3 clusters
  Score: Raw -481795.679420 + Penalty 2719.070348 = -479076.609072
  nChanged 4
		SP:Iteration 31Q (232384.870000 sec): 3 clusters
  Score: Raw -481796.465512 + Penalty 2719.070348 = -479077.395164
  nChanged 3
		SP:Iteration 32Q (232384.940000 sec): 3 clusters
  Score: Raw -481796.996346 + Penalty 2719.070348 = -479077.925998
  nChanged 3
		SP:Iteration 33Q (232385.010000 sec): 3 clusters
  Score: Raw -481797.762294 + Penalty 2719.070348 = -479078.691946
  nChanged 4
		SP:Iteration 34Q (232385.090000 sec): 3 clusters
  Score: Raw -481799.105223 + Penalty 2719.070348 = -479080.034875
  nChanged 6
		SP:Iteration 35Q (232385.170000 sec): 3 clusters
  Score: Raw -481800.824677 + Penalty 2719.070348 = -479081.754329
  nChanged 3
		SP:Iteration 36Q (232385.240000 sec): 3 clusters
  Score: Raw -481801.152722 + Penalty 2719.070348 = -479082.082374
  nChanged 2
		SP:Iteration 37Q (232385.310000 sec): 3 clusters
  Score: Raw -481801.689094 + Penalty 2719.070348 = -479082.618746
  nChanged 1
		SP:Iteration 38Q (232385.390000 sec): 3 clusters
  Score: Raw -481802.061853 + Penalty 2719.070348 = -479082.991505
  nChanged 0
		SP:Iteration 39F (232385.470000 sec): 3 clusters
  Score: Raw -481802.061853 + Penalty 2719.070348 = -479082.991505
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 98 (7248 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (232385.560000 sec): 2 clusters
  Score: Raw -856764.311129 + Penalty 1444.378138 = -855319.932991
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (232385.710000 sec): 3 clusters
  Score: Raw -852864.702109 + Penalty 2888.756276 = -849975.945834
  nChanged 3064
		SP:Iteration 1F (232385.810000 sec): 3 clusters
  Score: Raw -854611.208105 + Penalty 2888.756276 = -851722.451829
  nChanged 519
		SP:Iteration 2F (232385.920000 sec): 3 clusters
  Score: Raw -854889.003765 + Penalty 2888.756276 = -852000.247490
  nChanged 391
		SP:Iteration 3F (232386.030000 sec): 3 clusters
  Score: Raw -855124.946387 + Penalty 2888.756276 = -852236.190112
  nChanged 375
		SP:Iteration 4F (232386.140000 sec): 3 clusters
  Score: Raw -855365.076676 + Penalty 2888.756276 = -852476.320401
  nChanged 359
		SP:Iteration 5Q (232386.250000 sec): 3 clusters
  Score: Raw -855577.018711 + Penalty 2888.756276 = -852688.262435
  nChanged 332
		SP:Iteration 6Q (232386.350000 sec): 3 clusters
  Score: Raw -855758.921919 + Penalty 2888.756276 = -852870.165644
  nChanged 286
		SP:Iteration 7Q (232386.460000 sec): 3 clusters
  Score: Raw -855890.811707 + Penalty 2888.756276 = -853002.055431
  nChanged 219
		SP:Iteration 8Q (232386.570000 sec): 3 clusters
  Score: Raw -855991.792802 + Penalty 2888.756276 = -853103.036527
  nChanged 182
		SP:Iteration 9Q (232386.690000 sec): 3 clusters
  Score: Raw -856076.342391 + Penalty 2888.756276 = -853187.586116
  nChanged 172
		SP:Iteration 10Q (232386.810000 sec): 3 clusters
  Score: Raw -856159.560490 + Penalty 2888.756276 = -853270.804215
  nChanged 154
		SP:Iteration 11Q (232386.930000 sec): 3 clusters
  Score: Raw -856231.627033 + Penalty 2888.756276 = -853342.870758
  nChanged 157
		SP:Iteration 12Q (232387.050000 sec): 3 clusters
  Score: Raw -856336.487530 + Penalty 2888.756276 = -853447.731255
  nChanged 173
		SP:Iteration 13Q (232387.170000 sec): 3 clusters
  Score: Raw -856462.410049 + Penalty 2888.756276 = -853573.653774
  nChanged 188
		SP:Iteration 14Q (232387.290000 sec): 3 clusters
  Score: Raw -856594.807953 + Penalty 2888.756276 = -853706.051677
  nChanged 199
		SP:Iteration 15Q (232387.410000 sec): 3 clusters
  Score: Raw -856718.602235 + Penalty 2888.756276 = -853829.845959
  nChanged 185
		SP:Iteration 16Q (232387.530000 sec): 3 clusters
  Score: Raw -856814.568433 + Penalty 2888.756276 = -853925.812157
  nChanged 157
		SP:Iteration 17Q (232387.650000 sec): 3 clusters
  Score: Raw -856887.732826 + Penalty 2888.756276 = -853998.976551
  nChanged 135
		SP:Iteration 18Q (232387.770000 sec): 3 clusters
  Score: Raw -856940.549908 + Penalty 2888.756276 = -854051.793632
  nChanged 118
		SP:Iteration 19Q (232387.880000 sec): 3 clusters
  Score: Raw -856985.975858 + Penalty 2888.756276 = -854097.219583
  nChanged 102
		SP:Iteration 20F (232388.010000 sec): 3 clusters
  Score: Raw -857027.421012 + Penalty 2888.756276 = -854138.664736
  nChanged 92
		SP:Iteration 21Q (232388.120000 sec): 3 clusters
  Score: Raw -857063.088065 + Penalty 2888.756276 = -854174.331790
  nChanged 77
		SP:Iteration 22Q (232388.240000 sec): 3 clusters
  Score: Raw -857091.356265 + Penalty 2888.756276 = -854202.599989
  nChanged 70
		SP:Iteration 23Q (232388.360000 sec): 3 clusters
  Score: Raw -857117.510365 + Penalty 2888.756276 = -854228.754090
  nChanged 65
		SP:Iteration 24Q (232388.480000 sec): 3 clusters
  Score: Raw -857144.554249 + Penalty 2888.756276 = -854255.797974
  nChanged 68
		SP:Iteration 25Q (232388.600000 sec): 3 clusters
  Score: Raw -857171.961871 + Penalty 2888.756276 = -854283.205595
  nChanged 68
		SP:Iteration 26Q (232388.710000 sec): 3 clusters
  Score: Raw -857197.453767 + Penalty 2888.756276 = -854308.697492
  nChanged 57
		SP:Iteration 27Q (232388.830000 sec): 3 clusters
  Score: Raw -857213.439548 + Penalty 2888.756276 = -854324.683273
  nChanged 44
		SP:Iteration 28Q (232388.950000 sec): 3 clusters
  Score: Raw -857225.501709 + Penalty 2888.756276 = -854336.745434
  nChanged 39
		SP:Iteration 29Q (232389.060000 sec): 3 clusters
  Score: Raw -857235.290852 + Penalty 2888.756276 = -854346.534577
  nChanged 35
		SP:Iteration 30Q (232389.180000 sec): 3 clusters
  Score: Raw -857244.382797 + Penalty 2888.756276 = -854355.626522
  nChanged 29
		SP:Iteration 31Q (232389.300000 sec): 3 clusters
  Score: Raw -857251.331669 + Penalty 2888.756276 = -854362.575394
  nChanged 23
		SP:Iteration 32Q (232389.410000 sec): 3 clusters
  Score: Raw -857256.703891 + Penalty 2888.756276 = -854367.947615
  nChanged 22
		SP:Iteration 33Q (232389.520000 sec): 3 clusters
  Score: Raw -857261.900932 + Penalty 2888.756276 = -854373.144656
  nChanged 16
		SP:Iteration 34Q (232389.640000 sec): 3 clusters
  Score: Raw -857265.337502 + Penalty 2888.756276 = -854376.581227
  nChanged 13
		SP:Iteration 35Q (232389.760000 sec): 3 clusters
  Score: Raw -857267.329624 + Penalty 2888.756276 = -854378.573348
  nChanged 7
		SP:Iteration 36Q (232389.870000 sec): 3 clusters
  Score: Raw -857268.297643 + Penalty 2888.756276 = -854379.541368
  nChanged 3
		SP:Iteration 37Q (232389.990000 sec): 3 clusters
  Score: Raw -857268.733492 + Penalty 2888.756276 = -854379.977216
  nChanged 4
		SP:Iteration 38Q (232390.100000 sec): 3 clusters
  Score: Raw -857269.073079 + Penalty 2888.756276 = -854380.316803
  nChanged 1
		SP:Iteration 39Q (232390.220000 sec): 3 clusters
  Score: Raw -857269.225716 + Penalty 2888.756276 = -854380.469440
  nChanged 0
		SP:Iteration 40F (232390.340000 sec): 3 clusters
  Score: Raw -857269.225716 + Penalty 2888.756276 = -854380.469440
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 99 (2130 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (232390.420000 sec): 2 clusters
  Score: Raw -244254.869701 + Penalty 1245.380055 = -243009.489647
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (232390.460000 sec): 3 clusters
  Score: Raw -243339.983386 + Penalty 2490.760109 = -240849.223277
  nChanged 753
		SP:Iteration 1F (232390.500000 sec): 3 clusters
  Score: Raw -243863.556227 + Penalty 2490.760109 = -241372.796118
  nChanged 201
		SP:Iteration 2F (232390.550000 sec): 3 clusters
  Score: Raw -244058.463454 + Penalty 2490.760109 = -241567.703345
  nChanged 136
		SP:Iteration 3F (232390.590000 sec): 3 clusters
  Score: Raw -244196.458358 + Penalty 2490.760109 = -241705.698249
  nChanged 99
		SP:Iteration 4Q (232390.630000 sec): 3 clusters
  Score: Raw -244267.672882 + Penalty 2490.760109 = -241776.912773
  nChanged 89
		SP:Iteration 5Q (232390.660000 sec): 3 clusters
  Score: Raw -244343.640529 + Penalty 2490.760109 = -241852.880420
  nChanged 87
		SP:Iteration 6Q (232390.700000 sec): 3 clusters
  Score: Raw -244417.980950 + Penalty 2490.760109 = -241927.220841
  nChanged 75
		SP:Iteration 7Q (232390.740000 sec): 3 clusters
  Score: Raw -244515.237175 + Penalty 2490.760109 = -242024.477066
  nChanged 73
		SP:Iteration 8Q (232390.780000 sec): 3 clusters
  Score: Raw -244596.241175 + Penalty 2490.760109 = -242105.481066
  nChanged 65
		SP:Iteration 9Q (232390.820000 sec): 3 clusters
  Score: Raw -244655.705197 + Penalty 2490.760109 = -242164.945088
  nChanged 48
		SP:Iteration 10Q (232390.860000 sec): 3 clusters
  Score: Raw -244709.105939 + Penalty 2490.760109 = -242218.345830
  nChanged 42
		SP:Iteration 11Q (232390.900000 sec): 3 clusters
  Score: Raw -244749.888901 + Penalty 2490.760109 = -242259.128792
  nChanged 43
		SP:Iteration 12Q (232390.960000 sec): 3 clusters
  Score: Raw -244794.021598 + Penalty 2490.760109 = -242303.261488
  nChanged 45
		SP:Iteration 13Q (232391.000000 sec): 3 clusters
  Score: Raw -244863.140237 + Penalty 2490.760109 = -242372.380128
  nChanged 51
		SP:Iteration 14Q (232391.040000 sec): 3 clusters
  Score: Raw -244929.770269 + Penalty 2490.760109 = -242439.010160
  nChanged 57
		SP:Iteration 15Q (232391.070000 sec): 3 clusters
  Score: Raw -245014.862502 + Penalty 2490.760109 = -242524.102393
  nChanged 60
		SP:Iteration 16Q (232391.110000 sec): 3 clusters
  Score: Raw -245084.641580 + Penalty 2490.760109 = -242593.881471
  nChanged 47
		SP:Iteration 17Q (232391.150000 sec): 3 clusters
  Score: Raw -245127.836612 + Penalty 2490.760109 = -242637.076502
  nChanged 34
		SP:Iteration 18Q (232391.190000 sec): 3 clusters
  Score: Raw -245162.774306 + Penalty 2490.760109 = -242672.014197
  nChanged 33
		SP:Iteration 19Q (232391.220000 sec): 3 clusters
  Score: Raw -245198.939721 + Penalty 2490.760109 = -242708.179612
  nChanged 29
		SP:Iteration 20F (232391.260000 sec): 3 clusters
  Score: Raw -245240.500794 + Penalty 2490.760109 = -242749.740685
  nChanged 26
		SP:Iteration 21Q (232391.300000 sec): 3 clusters
  Score: Raw -245271.507178 + Penalty 2490.760109 = -242780.747069
  nChanged 28
		SP:Iteration 22Q (232391.340000 sec): 3 clusters
  Score: Raw -245306.157861 + Penalty 2490.760109 = -242815.397752
  nChanged 22
		SP:Iteration 23Q (232391.380000 sec): 3 clusters
  Score: Raw -245321.738928 + Penalty 2490.760109 = -242830.978819
  nChanged 15
		SP:Iteration 24Q (232391.420000 sec): 3 clusters
  Score: Raw -245329.782580 + Penalty 2490.760109 = -242839.022471
  nChanged 7
		SP:Iteration 25Q (232391.450000 sec): 3 clusters
  Score: Raw -245334.663683 + Penalty 2490.760109 = -242843.903574
  nChanged 5
		SP:Iteration 26Q (232391.490000 sec): 3 clusters
  Score: Raw -245337.316002 + Penalty 2490.760109 = -242846.555893
  nChanged 5
		SP:Iteration 27Q (232391.520000 sec): 3 clusters
  Score: Raw -245339.397147 + Penalty 2490.760109 = -242848.637037
  nChanged 2
		SP:Iteration 28Q (232391.560000 sec): 3 clusters
  Score: Raw -245339.936984 + Penalty 2490.760109 = -242849.176874
  nChanged 1
		SP:Iteration 29Q (232391.600000 sec): 3 clusters
  Score: Raw -245340.163317 + Penalty 2490.760109 = -242849.403208
  nChanged 1
		SP:Iteration 30Q (232391.640000 sec): 3 clusters
  Score: Raw -245340.465221 + Penalty 2490.760109 = -242849.705112
  nChanged 1
		SP:Iteration 31Q (232391.680000 sec): 3 clusters
  Score: Raw -245340.701300 + Penalty 2490.760109 = -242849.941191
  nChanged 0
		SP:Iteration 32F (232391.720000 sec): 3 clusters
  Score: Raw -245340.701300 + Penalty 2490.760109 = -242849.941191
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 100 (4353 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (232391.790000 sec): 2 clusters
  Score: Raw -467074.965485 + Penalty 1361.525838 = -465713.439647
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (232391.890000 sec): 3 clusters
  Score: Raw -464855.930892 + Penalty 2723.051676 = -462132.879216
  nChanged 1748
		SP:Iteration 1F (232391.970000 sec): 3 clusters
  Score: Raw -465965.518715 + Penalty 2723.051676 = -463242.467039
  nChanged 375
		SP:Iteration 2F (232392.050000 sec): 3 clusters
  Score: Raw -466235.349244 + Penalty 2723.051676 = -463512.297568
  nChanged 295
		SP:Iteration 3F (232392.130000 sec): 3 clusters
  Score: Raw -466444.441664 + Penalty 2723.051676 = -463721.389988
  nChanged 240
		SP:Iteration 4F (232392.210000 sec): 3 clusters
  Score: Raw -466590.416397 + Penalty 2723.051676 = -463867.364721
  nChanged 184
		SP:Iteration 5Q (232392.280000 sec): 3 clusters
  Score: Raw -466689.239128 + Penalty 2723.051676 = -463966.187452
  nChanged 155
		SP:Iteration 6Q (232392.360000 sec): 3 clusters
  Score: Raw -466766.635227 + Penalty 2723.051676 = -464043.583551
  nChanged 142
		SP:Iteration 7Q (232392.440000 sec): 3 clusters
  Score: Raw -466844.515276 + Penalty 2723.051676 = -464121.463600
  nChanged 127
		SP:Iteration 8Q (232392.520000 sec): 3 clusters
  Score: Raw -466915.699846 + Penalty 2723.051676 = -464192.648170
  nChanged 99
		SP:Iteration 9Q (232392.600000 sec): 3 clusters
  Score: Raw -466961.691450 + Penalty 2723.051676 = -464238.639774
  nChanged 95
		SP:Iteration 10Q (232392.680000 sec): 3 clusters
  Score: Raw -467010.482590 + Penalty 2723.051676 = -464287.430914
  nChanged 95
		SP:Iteration 11Q (232392.760000 sec): 3 clusters
  Score: Raw -467052.058192 + Penalty 2723.051676 = -464329.006516
  nChanged 64
		SP:Iteration 12Q (232392.830000 sec): 3 clusters
  Score: Raw -467079.780732 + Penalty 2723.051676 = -464356.729056
  nChanged 55
		SP:Iteration 13Q (232392.910000 sec): 3 clusters
  Score: Raw -467107.374900 + Penalty 2723.051676 = -464384.323224
  nChanged 62
		SP:Iteration 14Q (232392.990000 sec): 3 clusters
  Score: Raw -467138.108854 + Penalty 2723.051676 = -464415.057178
  nChanged 54
		SP:Iteration 15Q (232393.070000 sec): 3 clusters
  Score: Raw -467170.171158 + Penalty 2723.051676 = -464447.119482
  nChanged 57
		SP:Iteration 16Q (232393.140000 sec): 3 clusters
  Score: Raw -467196.409120 + Penalty 2723.051676 = -464473.357444
  nChanged 42
		SP:Iteration 17Q (232393.220000 sec): 3 clusters
  Score: Raw -467214.952232 + Penalty 2723.051676 = -464491.900556
  nChanged 38
		SP:Iteration 18Q (232393.300000 sec): 3 clusters
  Score: Raw -467229.286383 + Penalty 2723.051676 = -464506.234707
  nChanged 26
		SP:Iteration 19Q (232393.380000 sec): 3 clusters
  Score: Raw -467237.551254 + Penalty 2723.051676 = -464514.499578
  nChanged 22
		SP:Iteration 20F (232393.460000 sec): 3 clusters
  Score: Raw -467244.838186 + Penalty 2723.051676 = -464521.786510
  nChanged 16
		SP:Iteration 21Q (232393.540000 sec): 3 clusters
  Score: Raw -467248.937775 + Penalty 2723.051676 = -464525.886099
  nChanged 8
		SP:Iteration 22Q (232393.610000 sec): 3 clusters
  Score: Raw -467251.826497 + Penalty 2723.051676 = -464528.774820
  nChanged 9
		SP:Iteration 23Q (232393.690000 sec): 3 clusters
  Score: Raw -467255.406106 + Penalty 2723.051676 = -464532.354430
  nChanged 12
		SP:Iteration 24Q (232393.770000 sec): 3 clusters
  Score: Raw -467258.884572 + Penalty 2723.051676 = -464535.832896
  nChanged 11
		SP:Iteration 25Q (232393.840000 sec): 3 clusters
  Score: Raw -467262.357080 + Penalty 2723.051676 = -464539.305404
  nChanged 9
		SP:Iteration 26Q (232393.920000 sec): 3 clusters
  Score: Raw -467264.529115 + Penalty 2723.051676 = -464541.477439
  nChanged 6
		SP:Iteration 27Q (232394.000000 sec): 3 clusters
  Score: Raw -467266.119562 + Penalty 2723.051676 = -464543.067886
  nChanged 5
		SP:Iteration 28Q (232394.080000 sec): 3 clusters
  Score: Raw -467267.261351 + Penalty 2723.051676 = -464544.209675
  nChanged 5
		SP:Iteration 29Q (232394.160000 sec): 3 clusters
  Score: Raw -467268.322139 + Penalty 2723.051676 = -464545.270463
  nChanged 1
		SP:Iteration 30Q (232394.230000 sec): 3 clusters
  Score: Raw -467268.524044 + Penalty 2723.051676 = -464545.472368
  nChanged 1
		SP:Iteration 31Q (232394.310000 sec): 3 clusters
  Score: Raw -467268.739282 + Penalty 2723.051676 = -464545.687606
  nChanged 5
		SP:Iteration 32Q (232394.390000 sec): 3 clusters
  Score: Raw -467269.949535 + Penalty 2723.051676 = -464546.897859
  nChanged 5
		SP:Iteration 33Q (232394.470000 sec): 3 clusters
  Score: Raw -467271.305535 + Penalty 2723.051676 = -464548.253859
  nChanged 4
		SP:Iteration 34Q (232394.540000 sec): 3 clusters
  Score: Raw -467273.204681 + Penalty 2723.051676 = -464550.153005
  nChanged 4
		SP:Iteration 35Q (232394.620000 sec): 3 clusters
  Score: Raw -467274.857140 + Penalty 2723.051676 = -464551.805464
  nChanged 6
		SP:Iteration 36Q (232394.700000 sec): 3 clusters
  Score: Raw -467277.019527 + Penalty 2723.051676 = -464553.967851
  nChanged 5
		SP:Iteration 37Q (232394.780000 sec): 3 clusters
  Score: Raw -467278.056860 + Penalty 2723.051676 = -464555.005184
  nChanged 4
		SP:Iteration 38Q (232394.860000 sec): 3 clusters
  Score: Raw -467279.294787 + Penalty 2723.051676 = -464556.243111
  nChanged 2
		SP:Iteration 39Q (232394.930000 sec): 3 clusters
  Score: Raw -467279.732717 + Penalty 2723.051676 = -464556.681041
  nChanged 0
		SP:Iteration 40F (232395.010000 sec): 3 clusters
  Score: Raw -467279.732717 + Penalty 2723.051676 = -464556.681041
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 101 (1755 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (232395.080000 sec): 2 clusters
  Score: Raw -192436.431443 + Penalty 1213.911422 = -191222.520021
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (232395.110000 sec): 3 clusters
  Score: Raw -191791.609042 + Penalty 2427.822844 = -189363.786198
  nChanged 616
		SP:Iteration 1F (232395.140000 sec): 3 clusters
  Score: Raw -192407.584892 + Penalty 2427.822844 = -189979.762048
  nChanged 173
		SP:Iteration 2F (232395.180000 sec): 3 clusters
  Score: Raw -192633.152603 + Penalty 2427.822844 = -190205.329759
  nChanged 118
		SP:Iteration 3F (232395.210000 sec): 3 clusters
  Score: Raw -192779.912320 + Penalty 2427.822844 = -190352.089476
  nChanged 93
		SP:Iteration 4F (232395.240000 sec): 3 clusters
  Score: Raw -192875.887356 + Penalty 2427.822844 = -190448.064512
  nChanged 59
		SP:Iteration 5Q (232395.280000 sec): 3 clusters
  Score: Raw -192938.443046 + Penalty 2427.822844 = -190510.620202
  nChanged 45
		SP:Iteration 6Q (232395.310000 sec): 3 clusters
  Score: Raw -192977.376625 + Penalty 2427.822844 = -190549.553781
  nChanged 31
		SP:Iteration 7Q (232395.340000 sec): 3 clusters
  Score: Raw -192999.185016 + Penalty 2427.822844 = -190571.362172
  nChanged 16
		SP:Iteration 8Q (232395.370000 sec): 3 clusters
  Score: Raw -193012.636779 + Penalty 2427.822844 = -190584.813935
  nChanged 17
		SP:Iteration 9Q (232395.410000 sec): 3 clusters
  Score: Raw -193026.880434 + Penalty 2427.822844 = -190599.057589
  nChanged 14
		SP:Iteration 10Q (232395.440000 sec): 3 clusters
  Score: Raw -193034.629927 + Penalty 2427.822844 = -190606.807082
  nChanged 7
		SP:Iteration 11Q (232395.470000 sec): 3 clusters
  Score: Raw -193040.286252 + Penalty 2427.822844 = -190612.463408
  nChanged 6
		SP:Iteration 12Q (232395.500000 sec): 3 clusters
  Score: Raw -193043.509024 + Penalty 2427.822844 = -190615.686180
  nChanged 3
		SP:Iteration 13Q (232395.540000 sec): 3 clusters
  Score: Raw -193045.496663 + Penalty 2427.822844 = -190617.673819
  nChanged 3
		SP:Iteration 14Q (232395.570000 sec): 3 clusters
  Score: Raw -193046.364222 + Penalty 2427.822844 = -190618.541378
  nChanged 2
		SP:Iteration 15Q (232395.600000 sec): 3 clusters
  Score: Raw -193047.932946 + Penalty 2427.822844 = -190620.110102
  nChanged 0
		SP:Iteration 16F (232395.630000 sec): 3 clusters
  Score: Raw -193047.932946 + Penalty 2427.822844 = -190620.110102
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 102 (476 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (232395.690000 sec): 2 clusters
  Score: Raw -54124.512455 + Penalty 1001.880401 = -53122.632054
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (232395.700000 sec): 3 clusters
  Score: Raw -54078.617988 + Penalty 2003.760803 = -52074.857186
  nChanged 114
		SP:Iteration 1F (232395.710000 sec): 3 clusters
  Score: Raw -54316.276674 + Penalty 2003.760803 = -52312.515872
  nChanged 35
		SP:Iteration 2F (232395.720000 sec): 3 clusters
  Score: Raw -54399.136243 + Penalty 2003.760803 = -52395.375441
  nChanged 20
		SP:Iteration 3Q (232395.730000 sec): 3 clusters
  Score: Raw -54469.366748 + Penalty 2003.760803 = -52465.605945
  nChanged 13
		SP:Iteration 4Q (232395.740000 sec): 3 clusters
  Score: Raw -54518.365075 + Penalty 2003.760803 = -52514.604273
  nChanged 5
		SP:Iteration 5Q (232395.750000 sec): 3 clusters
  Score: Raw -54525.105954 + Penalty 2003.760803 = -52521.345151
  nChanged 1
		SP:Iteration 6Q (232395.760000 sec): 3 clusters
  Score: Raw -54526.512811 + Penalty 2003.760803 = -52522.752008
  nChanged 0
		SP:Iteration 7F (232395.770000 sec): 3 clusters
  Score: Raw -54526.512811 + Penalty 2003.760803 = -52522.752008
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 103 (1391 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (232395.830000 sec): 2 clusters
  Score: Raw -156775.387808 + Penalty 1176.138956 = -155599.248852
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (232395.860000 sec): 3 clusters
  Score: Raw -156274.807506 + Penalty 2352.277912 = -153922.529593
  nChanged 429
		SP:Iteration 1F (232395.890000 sec): 3 clusters
  Score: Raw -156562.065418 + Penalty 2352.277912 = -154209.787505
  nChanged 102
		SP:Iteration 2F (232395.910000 sec): 3 clusters
  Score: Raw -156646.678532 + Penalty 2352.277912 = -154294.400620
  nChanged 52
		SP:Iteration 3Q (232395.940000 sec): 3 clusters
  Score: Raw -156689.634482 + Penalty 2352.277912 = -154337.356569
  nChanged 39
		SP:Iteration 4Q (232395.970000 sec): 3 clusters
  Score: Raw -156720.508983 + Penalty 2352.277912 = -154368.231071
  nChanged 28
		SP:Iteration 5Q (232395.990000 sec): 3 clusters
  Score: Raw -156738.922301 + Penalty 2352.277912 = -154386.644388
  nChanged 19
		SP:Iteration 6Q (232396.020000 sec): 3 clusters
  Score: Raw -156750.447282 + Penalty 2352.277912 = -154398.169369
  nChanged 15
		SP:Iteration 7Q (232396.050000 sec): 3 clusters
  Score: Raw -156758.674959 + Penalty 2352.277912 = -154406.397047
  nChanged 12
		SP:Iteration 8Q (232396.070000 sec): 3 clusters
  Score: Raw -156765.843130 + Penalty 2352.277912 = -154413.565218
  nChanged 12
		SP:Iteration 9Q (232396.100000 sec): 3 clusters
  Score: Raw -156774.630429 + Penalty 2352.277912 = -154422.352517
  nChanged 18
		SP:Iteration 10Q (232396.120000 sec): 3 clusters
  Score: Raw -156787.179539 + Penalty 2352.277912 = -154434.901626
  nChanged 17
		SP:Iteration 11Q (232396.150000 sec): 3 clusters
  Score: Raw -156799.116766 + Penalty 2352.277912 = -154446.838853
  nChanged 15
		SP:Iteration 12Q (232396.170000 sec): 3 clusters
  Score: Raw -156806.869923 + Penalty 2352.277912 = -154454.592011
  nChanged 13
		SP:Iteration 13Q (232396.200000 sec): 3 clusters
  Score: Raw -156816.593743 + Penalty 2352.277912 = -154464.315831
  nChanged 7
		SP:Iteration 14Q (232396.230000 sec): 3 clusters
  Score: Raw -156821.661466 + Penalty 2352.277912 = -154469.383553
  nChanged 4
		SP:Iteration 15Q (232396.250000 sec): 3 clusters
  Score: Raw -156822.979368 + Penalty 2352.277912 = -154470.701455
  nChanged 3
		SP:Iteration 16Q (232396.280000 sec): 3 clusters
  Score: Raw -156824.196809 + Penalty 2352.277912 = -154471.918896
  nChanged 3
		SP:Iteration 17Q (232396.300000 sec): 3 clusters
  Score: Raw -156825.127176 + Penalty 2352.277912 = -154472.849263
  nChanged 1
		SP:Iteration 18Q (232396.330000 sec): 3 clusters
  Score: Raw -156825.311028 + Penalty 2352.277912 = -154473.033116
  nChanged 1
		SP:Iteration 19Q (232396.350000 sec): 3 clusters
  Score: Raw -156825.440793 + Penalty 2352.277912 = -154473.162881
  nChanged 1
		SP:Iteration 20F (232396.380000 sec): 3 clusters
  Score: Raw -156825.622952 + Penalty 2352.277912 = -154473.345040
  nChanged 1
		SP:Iteration 21Q (232396.410000 sec): 3 clusters
  Score: Raw -156825.776769 + Penalty 2352.277912 = -154473.498857
  nChanged 0
		SP:Iteration 22F (232396.430000 sec): 3 clusters
  Score: Raw -156825.776769 + Penalty 2352.277912 = -154473.498857
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 104 (1474 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (232396.490000 sec): 2 clusters
  Score: Raw -166460.692513 + Penalty 1185.556949 = -165275.135563
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (232396.520000 sec): 3 clusters
  Score: Raw -165907.604703 + Penalty 2371.113899 = -163536.490804
  nChanged 488
		SP:Iteration 1F (232396.550000 sec): 3 clusters
  Score: Raw -166318.468936 + Penalty 2371.113899 = -163947.355037
  nChanged 126
		SP:Iteration 2F (232396.580000 sec): 3 clusters
  Score: Raw -166428.225616 + Penalty 2371.113899 = -164057.111718
  nChanged 73
		SP:Iteration 3Q (232396.610000 sec): 3 clusters
  Score: Raw -166497.280879 + Penalty 2371.113899 = -164126.166980
  nChanged 46
		SP:Iteration 4Q (232396.630000 sec): 3 clusters
  Score: Raw -166539.559941 + Penalty 2371.113899 = -164168.446042
  nChanged 37
		SP:Iteration 5Q (232396.660000 sec): 3 clusters
  Score: Raw -166573.336907 + Penalty 2371.113899 = -164202.223008
  nChanged 33
		SP:Iteration 6Q (232396.690000 sec): 3 clusters
  Score: Raw -166602.803511 + Penalty 2371.113899 = -164231.689613
  nChanged 28
		SP:Iteration 7Q (232396.720000 sec): 3 clusters
  Score: Raw -166625.090838 + Penalty 2371.113899 = -164253.976939
  nChanged 26
		SP:Iteration 8Q (232396.750000 sec): 3 clusters
  Score: Raw -166656.577018 + Penalty 2371.113899 = -164285.463119
  nChanged 18
		SP:Iteration 9Q (232396.770000 sec): 3 clusters
  Score: Raw -166672.068251 + Penalty 2371.113899 = -164300.954352
  nChanged 19
		SP:Iteration 10Q (232396.800000 sec): 3 clusters
  Score: Raw -166683.498996 + Penalty 2371.113899 = -164312.385098
  nChanged 13
		SP:Iteration 11Q (232396.830000 sec): 3 clusters
  Score: Raw -166696.421115 + Penalty 2371.113899 = -164325.307216
  nChanged 19
		SP:Iteration 12Q (232396.850000 sec): 3 clusters
  Score: Raw -166723.506307 + Penalty 2371.113899 = -164352.392408
  nChanged 29
		SP:Iteration 13Q (232396.880000 sec): 3 clusters
  Score: Raw -166758.229680 + Penalty 2371.113899 = -164387.115781
  nChanged 31
		SP:Iteration 14Q (232396.910000 sec): 3 clusters
  Score: Raw -166785.370946 + Penalty 2371.113899 = -164414.257047
  nChanged 18
		SP:Iteration 15Q (232396.930000 sec): 3 clusters
  Score: Raw -166806.431490 + Penalty 2371.113899 = -164435.317591
  nChanged 11
		SP:Iteration 16Q (232396.960000 sec): 3 clusters
  Score: Raw -166815.951233 + Penalty 2371.113899 = -164444.837334
  nChanged 9
		SP:Iteration 17Q (232396.990000 sec): 3 clusters
  Score: Raw -166825.550537 + Penalty 2371.113899 = -164454.436638
  nChanged 8
		SP:Iteration 18Q (232397.020000 sec): 3 clusters
  Score: Raw -166831.145361 + Penalty 2371.113899 = -164460.031463
  nChanged 4
		SP:Iteration 19Q (232397.040000 sec): 3 clusters
  Score: Raw -166834.842585 + Penalty 2371.113899 = -164463.728686
  nChanged 5
		SP:Iteration 20F (232397.070000 sec): 3 clusters
  Score: Raw -166837.713609 + Penalty 2371.113899 = -164466.599710
  nChanged 3
		SP:Iteration 21Q (232397.100000 sec): 3 clusters
  Score: Raw -166839.531690 + Penalty 2371.113899 = -164468.417792
  nChanged 7
		SP:Iteration 22Q (232397.130000 sec): 3 clusters
  Score: Raw -166843.778157 + Penalty 2371.113899 = -164472.664258
  nChanged 2
		SP:Iteration 23Q (232397.150000 sec): 3 clusters
  Score: Raw -166844.846396 + Penalty 2371.113899 = -164473.732498
  nChanged 6
		SP:Iteration 24Q (232397.180000 sec): 3 clusters
  Score: Raw -166848.117831 + Penalty 2371.113899 = -164477.003932
  nChanged 3
		SP:Iteration 25Q (232397.210000 sec): 3 clusters
  Score: Raw -166849.975001 + Penalty 2371.113899 = -164478.861102
  nChanged 3
		SP:Iteration 26Q (232397.230000 sec): 3 clusters
  Score: Raw -166852.252982 + Penalty 2371.113899 = -164481.139084
  nChanged 6
		SP:Iteration 27Q (232397.260000 sec): 3 clusters
  Score: Raw -166856.196906 + Penalty 2371.113899 = -164485.083007
  nChanged 7
		SP:Iteration 28Q (232397.290000 sec): 3 clusters
  Score: Raw -166863.415168 + Penalty 2371.113899 = -164492.301270
  nChanged 8
		SP:Iteration 29Q (232397.310000 sec): 3 clusters
  Score: Raw -166872.397942 + Penalty 2371.113899 = -164501.284044
  nChanged 12
		SP:Iteration 30Q (232397.340000 sec): 3 clusters
  Score: Raw -166881.196344 + Penalty 2371.113899 = -164510.082445
  nChanged 13
		SP:Iteration 31Q (232397.370000 sec): 3 clusters
  Score: Raw -166890.321910 + Penalty 2371.113899 = -164519.208011
  nChanged 7
		SP:Iteration 32Q (232397.390000 sec): 3 clusters
  Score: Raw -166893.892272 + Penalty 2371.113899 = -164522.778373
  nChanged 7
		SP:Iteration 33Q (232397.420000 sec): 3 clusters
  Score: Raw -166899.587669 + Penalty 2371.113899 = -164528.473770
  nChanged 9
		SP:Iteration 34Q (232397.450000 sec): 3 clusters
  Score: Raw -166905.712787 + Penalty 2371.113899 = -164534.598888
  nChanged 6
		SP:Iteration 35Q (232397.480000 sec): 3 clusters
  Score: Raw -166910.658832 + Penalty 2371.113899 = -164539.544933
  nChanged 3
		SP:Iteration 36Q (232397.500000 sec): 3 clusters
  Score: Raw -166912.083094 + Penalty 2371.113899 = -164540.969195
  nChanged 1
		SP:Iteration 37Q (232397.530000 sec): 3 clusters
  Score: Raw -166912.695833 + Penalty 2371.113899 = -164541.581934
  nChanged 2
		SP:Iteration 38Q (232397.560000 sec): 3 clusters
  Score: Raw -166914.251182 + Penalty 2371.113899 = -164543.137284
  nChanged 2
		SP:Iteration 39Q (232397.590000 sec): 3 clusters
  Score: Raw -166916.396276 + Penalty 2371.113899 = -164545.282378
  nChanged 2
		SP:Iteration 40F (232397.610000 sec): 3 clusters
  Score: Raw -166917.359748 + Penalty 2371.113899 = -164546.245849
  nChanged 2
		SP:Iteration 41Q (232397.640000 sec): 3 clusters
  Score: Raw -166918.310185 + Penalty 2371.113899 = -164547.196286
  nChanged 0
		SP:Iteration 42F (232397.670000 sec): 3 clusters
  Score: Raw -166918.310185 + Penalty 2371.113899 = -164547.196286
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 105 (2949 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (232397.740000 sec): 2 clusters
  Score: Raw -336789.930286 + Penalty 1298.248479 = -335491.681807
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (232397.790000 sec): 3 clusters
  Score: Raw -335433.057992 + Penalty 2596.496958 = -332836.561035
  nChanged 1131
		SP:Iteration 1F (232397.850000 sec): 3 clusters
  Score: Raw -336129.926084 + Penalty 2596.496958 = -333533.429127
  nChanged 243
		SP:Iteration 2F (232397.910000 sec): 3 clusters
  Score: Raw -336313.333521 + Penalty 2596.496958 = -333716.836563
  nChanged 167
		SP:Iteration 3F (232397.960000 sec): 3 clusters
  Score: Raw -336442.782827 + Penalty 2596.496958 = -333846.285869
  nChanged 138
		SP:Iteration 4Q (232398.010000 sec): 3 clusters
  Score: Raw -336546.225895 + Penalty 2596.496958 = -333949.728938
  nChanged 132
		SP:Iteration 5Q (232398.070000 sec): 3 clusters
  Score: Raw -336629.361961 + Penalty 2596.496958 = -334032.865004
  nChanged 100
		SP:Iteration 6Q (232398.120000 sec): 3 clusters
  Score: Raw -336691.855323 + Penalty 2596.496958 = -334095.358365
  nChanged 80
		SP:Iteration 7Q (232398.170000 sec): 3 clusters
  Score: Raw -336738.496584 + Penalty 2596.496958 = -334141.999626
  nChanged 79
		SP:Iteration 8Q (232398.230000 sec): 3 clusters
  Score: Raw -336785.450241 + Penalty 2596.496958 = -334188.953283
  nChanged 80
		SP:Iteration 9Q (232398.280000 sec): 3 clusters
  Score: Raw -336836.861231 + Penalty 2596.496958 = -334240.364274
  nChanged 70
		SP:Iteration 10Q (232398.340000 sec): 3 clusters
  Score: Raw -336883.249692 + Penalty 2596.496958 = -334286.752734
  nChanged 65
		SP:Iteration 11Q (232398.390000 sec): 3 clusters
  Score: Raw -336931.715491 + Penalty 2596.496958 = -334335.218533
  nChanged 64
		SP:Iteration 12Q (232398.440000 sec): 3 clusters
  Score: Raw -336973.506680 + Penalty 2596.496958 = -334377.009723
  nChanged 61
		SP:Iteration 13Q (232398.500000 sec): 3 clusters
  Score: Raw -337015.769010 + Penalty 2596.496958 = -334419.272052
  nChanged 57
		SP:Iteration 14Q (232398.550000 sec): 3 clusters
  Score: Raw -337052.809619 + Penalty 2596.496958 = -334456.312661
  nChanged 58
		SP:Iteration 15Q (232398.600000 sec): 3 clusters
  Score: Raw -337096.828822 + Penalty 2596.496958 = -334500.331864
  nChanged 65
		SP:Iteration 16Q (232398.660000 sec): 3 clusters
  Score: Raw -337148.876703 + Penalty 2596.496958 = -334552.379745
  nChanged 59
		SP:Iteration 17Q (232398.710000 sec): 3 clusters
  Score: Raw -337195.868091 + Penalty 2596.496958 = -334599.371133
  nChanged 57
		SP:Iteration 18Q (232398.760000 sec): 3 clusters
  Score: Raw -337239.937252 + Penalty 2596.496958 = -334643.440295
  nChanged 49
		SP:Iteration 19Q (232398.820000 sec): 3 clusters
  Score: Raw -337264.326300 + Penalty 2596.496958 = -334667.829342
  nChanged 27
		SP:Iteration 20F (232398.870000 sec): 3 clusters
  Score: Raw -337280.871693 + Penalty 2596.496958 = -334684.374735
  nChanged 21
		SP:Iteration 21Q (232398.920000 sec): 3 clusters
  Score: Raw -337291.224235 + Penalty 2596.496958 = -334694.727277
  nChanged 23
		SP:Iteration 22Q (232398.980000 sec): 3 clusters
  Score: Raw -337304.629445 + Penalty 2596.496958 = -334708.132487
  nChanged 19
		SP:Iteration 23Q (232399.030000 sec): 3 clusters
  Score: Raw -337313.110965 + Penalty 2596.496958 = -334716.614007
  nChanged 15
		SP:Iteration 24Q (232399.080000 sec): 3 clusters
  Score: Raw -337318.981894 + Penalty 2596.496958 = -334722.484936
  nChanged 13
		SP:Iteration 25Q (232399.130000 sec): 3 clusters
  Score: Raw -337326.723955 + Penalty 2596.496958 = -334730.226997
  nChanged 15
		SP:Iteration 26Q (232399.180000 sec): 3 clusters
  Score: Raw -337339.082043 + Penalty 2596.496958 = -334742.585085
  nChanged 14
		SP:Iteration 27Q (232399.240000 sec): 3 clusters
  Score: Raw -337346.352272 + Penalty 2596.496958 = -334749.855314
  nChanged 16
		SP:Iteration 28Q (232399.290000 sec): 3 clusters
  Score: Raw -337352.685754 + Penalty 2596.496958 = -334756.188796
  nChanged 10
		SP:Iteration 29Q (232399.340000 sec): 3 clusters
  Score: Raw -337357.047866 + Penalty 2596.496958 = -334760.550908
  nChanged 10
		SP:Iteration 30Q (232399.400000 sec): 3 clusters
  Score: Raw -337359.875856 + Penalty 2596.496958 = -334763.378898
  nChanged 6
		SP:Iteration 31Q (232399.450000 sec): 3 clusters
  Score: Raw -337362.215380 + Penalty 2596.496958 = -334765.718422
  nChanged 11
		SP:Iteration 32Q (232399.500000 sec): 3 clusters
  Score: Raw -337365.884144 + Penalty 2596.496958 = -334769.387186
  nChanged 7
		SP:Iteration 33Q (232399.550000 sec): 3 clusters
  Score: Raw -337369.378124 + Penalty 2596.496958 = -334772.881166
  nChanged 14
		SP:Iteration 34Q (232399.610000 sec): 3 clusters
  Score: Raw -337374.264155 + Penalty 2596.496958 = -334777.767197
  nChanged 10
		SP:Iteration 35Q (232399.660000 sec): 3 clusters
  Score: Raw -337380.137047 + Penalty 2596.496958 = -334783.640089
  nChanged 16
		SP:Iteration 36Q (232399.710000 sec): 3 clusters
  Score: Raw -337386.858305 + Penalty 2596.496958 = -334790.361348
  nChanged 12
		SP:Iteration 37Q (232399.760000 sec): 3 clusters
  Score: Raw -337391.031104 + Penalty 2596.496958 = -334794.534146
  nChanged 8
		SP:Iteration 38Q (232399.820000 sec): 3 clusters
  Score: Raw -337395.639903 + Penalty 2596.496958 = -334799.142945
  nChanged 10
		SP:Iteration 39Q (232399.870000 sec): 3 clusters
  Score: Raw -337401.446179 + Penalty 2596.496958 = -334804.949221
  nChanged 18
		SP:Iteration 40F (232399.920000 sec): 3 clusters
  Score: Raw -337410.580733 + Penalty 2596.496958 = -334814.083775
  nChanged 18
		SP:Iteration 41Q (232399.970000 sec): 3 clusters
  Score: Raw -337421.821790 + Penalty 2596.496958 = -334825.324832
  nChanged 28
		SP:Iteration 42Q (232400.020000 sec): 3 clusters
  Score: Raw -337444.366925 + Penalty 2596.496958 = -334847.869967
  nChanged 33
		SP:Iteration 43Q (232400.080000 sec): 3 clusters
  Score: Raw -337467.304376 + Penalty 2596.496958 = -334870.807418
  nChanged 33
		SP:Iteration 44Q (232400.130000 sec): 3 clusters
  Score: Raw -337491.338030 + Penalty 2596.496958 = -334894.841072
  nChanged 31
		SP:Iteration 45Q (232400.180000 sec): 3 clusters
  Score: Raw -337513.568926 + Penalty 2596.496958 = -334917.071968
  nChanged 30
		SP:Iteration 46Q (232400.240000 sec): 3 clusters
  Score: Raw -337541.201949 + Penalty 2596.496958 = -334944.704991
  nChanged 33
		SP:Iteration 47Q (232400.290000 sec): 3 clusters
  Score: Raw -337573.144359 + Penalty 2596.496958 = -334976.647401
  nChanged 36
		SP:Iteration 48Q (232400.340000 sec): 3 clusters
  Score: Raw -337602.297480 + Penalty 2596.496958 = -335005.800522
  nChanged 30
		SP:Iteration 49Q (232400.390000 sec): 3 clusters
  Score: Raw -337625.143661 + Penalty 2596.496958 = -335028.646703
  nChanged 24
		SP:Iteration 50Q (232400.440000 sec): 3 clusters
  Score: Raw -337646.112217 + Penalty 2596.496958 = -335049.615259
  nChanged 25
		SP:Iteration 51Q (232400.500000 sec): 3 clusters
  Score: Raw -337660.727985 + Penalty 2596.496958 = -335064.231028
  nChanged 16
		SP:Iteration 52Q (232400.540000 sec): 3 clusters
  Score: Raw -337670.448553 + Penalty 2596.496958 = -335073.951595
  nChanged 11
		SP:Iteration 53Q (232400.600000 sec): 3 clusters
  Score: Raw -337674.727686 + Penalty 2596.496958 = -335078.230729
  nChanged 6
		SP:Iteration 54Q (232400.650000 sec): 3 clusters
  Score: Raw -337676.661757 + Penalty 2596.496958 = -335080.164799
  nChanged 5
		SP:Iteration 55Q (232400.700000 sec): 3 clusters
  Score: Raw -337678.437095 + Penalty 2596.496958 = -335081.940137
  nChanged 2
		SP:Iteration 56Q (232400.750000 sec): 3 clusters
  Score: Raw -337679.152567 + Penalty 2596.496958 = -335082.655609
  nChanged 1
		SP:Iteration 57Q (232400.800000 sec): 3 clusters
  Score: Raw -337679.394620 + Penalty 2596.496958 = -335082.897662
  nChanged 0
		SP:Iteration 58F (232400.860000 sec): 3 clusters
  Score: Raw -337679.394620 + Penalty 2596.496958 = -335082.897662
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 106 (3559 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (232400.930000 sec): 2 clusters
  Score: Raw -419634.000397 + Penalty 1328.800669 = -418305.199728
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (232401.000000 sec): 3 clusters
  Score: Raw -417893.103114 + Penalty 2657.601338 = -415235.501776
  nChanged 1338
		SP:Iteration 1F (232401.060000 sec): 3 clusters
  Score: Raw -418752.255096 + Penalty 2657.601338 = -416094.653758
  nChanged 303
		SP:Iteration 2F (232401.120000 sec): 3 clusters
  Score: Raw -418990.123562 + Penalty 2657.601338 = -416332.522225
  nChanged 270
		SP:Iteration 3F (232401.190000 sec): 3 clusters
  Score: Raw -419184.111218 + Penalty 2657.601338 = -416526.509880
  nChanged 191
		SP:Iteration 4F (232401.260000 sec): 3 clusters
  Score: Raw -419320.984116 + Penalty 2657.601338 = -416663.382779
  nChanged 141
		SP:Iteration 5Q (232401.320000 sec): 3 clusters
  Score: Raw -419433.706219 + Penalty 2657.601338 = -416776.104881
  nChanged 152
		SP:Iteration 6Q (232401.380000 sec): 3 clusters
  Score: Raw -419562.767319 + Penalty 2657.601338 = -416905.165981
  nChanged 138
		SP:Iteration 7Q (232401.450000 sec): 3 clusters
  Score: Raw -419675.960748 + Penalty 2657.601338 = -417018.359410
  nChanged 142
		SP:Iteration 8Q (232401.510000 sec): 3 clusters
  Score: Raw -419792.791180 + Penalty 2657.601338 = -417135.189843
  nChanged 124
		SP:Iteration 9Q (232401.580000 sec): 3 clusters
  Score: Raw -419890.085744 + Penalty 2657.601338 = -417232.484406
  nChanged 118
		SP:Iteration 10Q (232401.640000 sec): 3 clusters
  Score: Raw -419974.075773 + Penalty 2657.601338 = -417316.474435
  nChanged 91
		SP:Iteration 11Q (232401.700000 sec): 3 clusters
  Score: Raw -420047.469029 + Penalty 2657.601338 = -417389.867692
  nChanged 70
		SP:Iteration 12Q (232401.760000 sec): 3 clusters
  Score: Raw -420090.240710 + Penalty 2657.601338 = -417432.639372
  nChanged 66
		SP:Iteration 13Q (232401.830000 sec): 3 clusters
  Score: Raw -420134.432882 + Penalty 2657.601338 = -417476.831544
  nChanged 54
		SP:Iteration 14Q (232401.890000 sec): 3 clusters
  Score: Raw -420169.508064 + Penalty 2657.601338 = -417511.906726
  nChanged 43
		SP:Iteration 15Q (232401.960000 sec): 3 clusters
  Score: Raw -420200.768416 + Penalty 2657.601338 = -417543.167078
  nChanged 46
		SP:Iteration 16Q (232402.020000 sec): 3 clusters
  Score: Raw -420229.155338 + Penalty 2657.601338 = -417571.554001
  nChanged 53
		SP:Iteration 17Q (232402.080000 sec): 3 clusters
  Score: Raw -420260.986888 + Penalty 2657.601338 = -417603.385551
  nChanged 39
		SP:Iteration 18Q (232402.140000 sec): 3 clusters
  Score: Raw -420283.292503 + Penalty 2657.601338 = -417625.691165
  nChanged 28
		SP:Iteration 19Q (232402.210000 sec): 3 clusters
  Score: Raw -420300.654477 + Penalty 2657.601338 = -417643.053139
  nChanged 33
		SP:Iteration 20F (232402.270000 sec): 3 clusters
  Score: Raw -420317.348454 + Penalty 2657.601338 = -417659.747116
  nChanged 28
		SP:Iteration 21Q (232402.330000 sec): 3 clusters
  Score: Raw -420331.719919 + Penalty 2657.601338 = -417674.118582
  nChanged 26
		SP:Iteration 22Q (232402.400000 sec): 3 clusters
  Score: Raw -420344.294763 + Penalty 2657.601338 = -417686.693425
  nChanged 19
		SP:Iteration 23Q (232402.460000 sec): 3 clusters
  Score: Raw -420355.670957 + Penalty 2657.601338 = -417698.069619
  nChanged 23
		SP:Iteration 24Q (232402.520000 sec): 3 clusters
  Score: Raw -420370.839575 + Penalty 2657.601338 = -417713.238237
  nChanged 17
		SP:Iteration 25Q (232402.580000 sec): 3 clusters
  Score: Raw -420378.165312 + Penalty 2657.601338 = -417720.563975
  nChanged 14
		SP:Iteration 26Q (232402.650000 sec): 3 clusters
  Score: Raw -420384.324358 + Penalty 2657.601338 = -417726.723021
  nChanged 13
		SP:Iteration 27Q (232402.710000 sec): 3 clusters
  Score: Raw -420389.865111 + Penalty 2657.601338 = -417732.263773
  nChanged 10
		SP:Iteration 28Q (232402.770000 sec): 3 clusters
  Score: Raw -420396.483780 + Penalty 2657.601338 = -417738.882442
  nChanged 9
		SP:Iteration 29Q (232402.840000 sec): 3 clusters
  Score: Raw -420402.521529 + Penalty 2657.601338 = -417744.920192
  nChanged 9
		SP:Iteration 30Q (232402.900000 sec): 3 clusters
  Score: Raw -420412.100580 + Penalty 2657.601338 = -417754.499243
  nChanged 18
		SP:Iteration 31Q (232402.960000 sec): 3 clusters
  Score: Raw -420433.184859 + Penalty 2657.601338 = -417775.583521
  nChanged 23
		SP:Iteration 32Q (232403.020000 sec): 3 clusters
  Score: Raw -420463.931219 + Penalty 2657.601338 = -417806.329881
  nChanged 26
		SP:Iteration 33Q (232403.080000 sec): 3 clusters
  Score: Raw -420495.528833 + Penalty 2657.601338 = -417837.927496
  nChanged 38
		SP:Iteration 34Q (232403.150000 sec): 3 clusters
  Score: Raw -420533.497678 + Penalty 2657.601338 = -417875.896341
  nChanged 25
		SP:Iteration 35Q (232403.210000 sec): 3 clusters
  Score: Raw -420569.045942 + Penalty 2657.601338 = -417911.444604
  nChanged 35
		SP:Iteration 36Q (232403.270000 sec): 3 clusters
  Score: Raw -420603.852805 + Penalty 2657.601338 = -417946.251467
  nChanged 39
		SP:Iteration 37Q (232403.330000 sec): 3 clusters
  Score: Raw -420626.489083 + Penalty 2657.601338 = -417968.887745
  nChanged 27
		SP:Iteration 38Q (232403.400000 sec): 3 clusters
  Score: Raw -420636.298809 + Penalty 2657.601338 = -417978.697471
  nChanged 17
		SP:Iteration 39Q (232403.460000 sec): 3 clusters
  Score: Raw -420640.387073 + Penalty 2657.601338 = -417982.785735
  nChanged 9
		SP:Iteration 40F (232403.520000 sec): 3 clusters
  Score: Raw -420642.309457 + Penalty 2657.601338 = -417984.708119
  nChanged 8
		SP:Iteration 41Q (232403.580000 sec): 3 clusters
  Score: Raw -420644.467906 + Penalty 2657.601338 = -417986.866568
  nChanged 6
		SP:Iteration 42Q (232403.640000 sec): 3 clusters
  Score: Raw -420647.009253 + Penalty 2657.601338 = -417989.407915
  nChanged 6
		SP:Iteration 43Q (232403.710000 sec): 3 clusters
  Score: Raw -420648.096955 + Penalty 2657.601338 = -417990.495617
  nChanged 6
		SP:Iteration 44Q (232403.770000 sec): 3 clusters
  Score: Raw -420650.065334 + Penalty 2657.601338 = -417992.463996
  nChanged 5
		SP:Iteration 45Q (232403.830000 sec): 3 clusters
  Score: Raw -420653.617858 + Penalty 2657.601338 = -417996.016520
  nChanged 5
		SP:Iteration 46Q (232403.890000 sec): 3 clusters
  Score: Raw -420656.877594 + Penalty 2657.601338 = -417999.276256
  nChanged 2
		SP:Iteration 47Q (232403.960000 sec): 3 clusters
  Score: Raw -420657.930168 + Penalty 2657.601338 = -418000.328830
  nChanged 4
		SP:Iteration 48Q (232404.020000 sec): 3 clusters
  Score: Raw -420659.508939 + Penalty 2657.601338 = -418001.907601
  nChanged 3
		SP:Iteration 49Q (232404.080000 sec): 3 clusters
  Score: Raw -420661.235180 + Penalty 2657.601338 = -418003.633842
  nChanged 6
		SP:Iteration 50Q (232404.140000 sec): 3 clusters
  Score: Raw -420663.143328 + Penalty 2657.601338 = -418005.541990
  nChanged 2
		SP:Iteration 51Q (232404.200000 sec): 3 clusters
  Score: Raw -420663.983875 + Penalty 2657.601338 = -418006.382537
  nChanged 2
		SP:Iteration 52Q (232404.260000 sec): 3 clusters
  Score: Raw -420665.088724 + Penalty 2657.601338 = -418007.487386
  nChanged 5
		SP:Iteration 53Q (232404.330000 sec): 3 clusters
  Score: Raw -420666.732867 + Penalty 2657.601338 = -418009.131529
  nChanged 4
		SP:Iteration 54Q (232404.390000 sec): 3 clusters
  Score: Raw -420668.393238 + Penalty 2657.601338 = -418010.791900
  nChanged 3
		SP:Iteration 55Q (232404.450000 sec): 3 clusters
  Score: Raw -420669.156718 + Penalty 2657.601338 = -418011.555380
  nChanged 2
		SP:Iteration 56Q (232404.510000 sec): 3 clusters
  Score: Raw -420669.472781 + Penalty 2657.601338 = -418011.871443
  nChanged 1
		SP:Iteration 57Q (232404.570000 sec): 3 clusters
  Score: Raw -420669.847472 + Penalty 2657.601338 = -418012.246134
  nChanged 1
		SP:Iteration 58Q (232404.640000 sec): 3 clusters
  Score: Raw -420670.292981 + Penalty 2657.601338 = -418012.691643
  nChanged 3
		SP:Iteration 59Q (232404.700000 sec): 3 clusters
  Score: Raw -420671.691492 + Penalty 2657.601338 = -418014.090154
  nChanged 3
		SP:Iteration 60F (232404.760000 sec): 3 clusters
  Score: Raw -420672.554572 + Penalty 2657.601338 = -418014.953234
  nChanged 2
		SP:Iteration 61Q (232404.820000 sec): 3 clusters
  Score: Raw -420672.905979 + Penalty 2657.601338 = -418015.304641
  nChanged 0
		SP:Iteration 62F (232404.890000 sec): 3 clusters
  Score: Raw -420672.905979 + Penalty 2657.601338 = -418015.304641
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 107 (15091 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (232405.040000 sec): 2 clusters
  Score: Raw -1792997.353443 + Penalty 1563.551246 = -1791433.802197
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (232405.250000 sec): 3 clusters
  Score: Raw -1784169.491690 + Penalty 3127.102491 = -1781042.389199
  nChanged 6700
		SP:Iteration 1F (232405.440000 sec): 3 clusters
  Score: Raw -1787866.038347 + Penalty 3127.102491 = -1784738.935856
  nChanged 880
		SP:Iteration 2F (232405.620000 sec): 3 clusters
  Score: Raw -1788217.727785 + Penalty 3127.102491 = -1785090.625294
  nChanged 781
		SP:Iteration 3F (232405.810000 sec): 3 clusters
  Score: Raw -1788528.683616 + Penalty 3127.102491 = -1785401.581125
  nChanged 743
		SP:Iteration 4Q (232406.000000 sec): 3 clusters
  Score: Raw -1788834.355876 + Penalty 3127.102491 = -1785707.253385
  nChanged 763
		SP:Iteration 5F (232406.230000 sec): 3 clusters
  Score: Raw -1789191.921355 + Penalty 3127.102491 = -1786064.818864
  nChanged 781
		SP:Iteration 6F (232406.420000 sec): 3 clusters
  Score: Raw -1789595.541823 + Penalty 3127.102491 = -1786468.439332
  nChanged 814
		SP:Iteration 7F (232406.610000 sec): 3 clusters
  Score: Raw -1790078.836342 + Penalty 3127.102491 = -1786951.733850
  nChanged 801
		SP:Iteration 8F (232406.790000 sec): 3 clusters
  Score: Raw -1790580.700518 + Penalty 3127.102491 = -1787453.598026
  nChanged 776
		SP:Iteration 9F (232407.030000 sec): 3 clusters
  Score: Raw -1791082.211416 + Penalty 3127.102491 = -1787955.108925
  nChanged 684
		SP:Iteration 10Q (232407.220000 sec): 3 clusters
  Score: Raw -1791574.399627 + Penalty 3127.102491 = -1788447.297136
  nChanged 606
		SP:Iteration 11Q (232407.400000 sec): 3 clusters
  Score: Raw -1792023.557367 + Penalty 3127.102491 = -1788896.454876
  nChanged 490
		SP:Iteration 12Q (232407.640000 sec): 3 clusters
  Score: Raw -1792383.592811 + Penalty 3127.102491 = -1789256.490320
  nChanged 355
		SP:Iteration 13Q (232407.820000 sec): 3 clusters
  Score: Raw -1792657.557073 + Penalty 3127.102491 = -1789530.454582
  nChanged 240
		SP:Iteration 14Q (232408.010000 sec): 3 clusters
  Score: Raw -1792833.678353 + Penalty 3127.102491 = -1789706.575862
  nChanged 157
		SP:Iteration 15Q (232408.180000 sec): 3 clusters
  Score: Raw -1792970.748863 + Penalty 3127.102491 = -1789843.646372
  nChanged 112
		SP:Iteration 16Q (232408.400000 sec): 3 clusters
  Score: Raw -1793067.923786 + Penalty 3127.102491 = -1789940.821295
  nChanged 77
		SP:Iteration 17Q (232408.630000 sec): 3 clusters
  Score: Raw -1793126.863013 + Penalty 3127.102491 = -1789999.760522
  nChanged 40
		SP:Iteration 18Q (232408.800000 sec): 3 clusters
  Score: Raw -1793158.257617 + Penalty 3127.102491 = -1790031.155126
  nChanged 29
		SP:Iteration 19Q (232409.030000 sec): 3 clusters
  Score: Raw -1793183.899043 + Penalty 3127.102491 = -1790056.796552
  nChanged 27
		SP:Iteration 20F (232409.210000 sec): 3 clusters
  Score: Raw -1793207.492031 + Penalty 3127.102491 = -1790080.389540
  nChanged 12
		SP:Iteration 21Q (232409.430000 sec): 3 clusters
  Score: Raw -1793214.946016 + Penalty 3127.102491 = -1790087.843525
  nChanged 7
		SP:Iteration 22Q (232409.600000 sec): 3 clusters
  Score: Raw -1793219.136327 + Penalty 3127.102491 = -1790092.033836
  nChanged 4
		SP:Iteration 23Q (232409.820000 sec): 3 clusters
  Score: Raw -1793222.627835 + Penalty 3127.102491 = -1790095.525344
  nChanged 8
		SP:Iteration 24Q (232409.990000 sec): 3 clusters
  Score: Raw -1793227.775139 + Penalty 3127.102491 = -1790100.672648
  nChanged 7
		SP:Iteration 25Q (232410.210000 sec): 3 clusters
  Score: Raw -1793232.004682 + Penalty 3127.102491 = -1790104.902191
  nChanged 6
		SP:Iteration 26Q (232410.440000 sec): 3 clusters
  Score: Raw -1793235.195806 + Penalty 3127.102491 = -1790108.093315
  nChanged 3
		SP:Iteration 27Q (232410.610000 sec): 3 clusters
  Score: Raw -1793237.034586 + Penalty 3127.102491 = -1790109.932095
  nChanged 1
		SP:Iteration 28Q (232410.830000 sec): 3 clusters
  Score: Raw -1793238.027024 + Penalty 3127.102491 = -1790110.924533
  nChanged 2
		SP:Iteration 29Q (232411.000000 sec): 3 clusters
  Score: Raw -1793239.070774 + Penalty 3127.102491 = -1790111.968283
  nChanged 1
		SP:Iteration 30Q (232411.210000 sec): 3 clusters
  Score: Raw -1793239.502763 + Penalty 3127.102491 = -1790112.400272
  nChanged 0
		SP:Iteration 31F (232411.420000 sec): 3 clusters
  Score: Raw -1793239.502763 + Penalty 3127.102491 = -1790112.400272
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 108 (1526 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (232411.500000 sec): 2 clusters
  Score: Raw -149202.308882 + Penalty 1191.190847 = -148011.118035
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (232411.520000 sec): 3 clusters
  Score: Raw -148673.214602 + Penalty 2382.381694 = -146290.832908
  nChanged 511
		SP:Iteration 1F (232411.560000 sec): 3 clusters
  Score: Raw -149263.994782 + Penalty 2382.381694 = -146881.613088
  nChanged 162
		SP:Iteration 2F (232411.590000 sec): 3 clusters
  Score: Raw -149493.384778 + Penalty 2382.381694 = -147111.003084
  nChanged 105
		SP:Iteration 3F (232411.620000 sec): 3 clusters
  Score: Raw -149636.072273 + Penalty 2382.381694 = -147253.690579
  nChanged 60
		SP:Iteration 4Q (232411.650000 sec): 3 clusters
  Score: Raw -149735.667366 + Penalty 2382.381694 = -147353.285672
  nChanged 68
		SP:Iteration 5Q (232411.680000 sec): 3 clusters
  Score: Raw -149831.358020 + Penalty 2382.381694 = -147448.976327
  nChanged 39
		SP:Iteration 6Q (232411.700000 sec): 3 clusters
  Score: Raw -149887.692267 + Penalty 2382.381694 = -147505.310574
  nChanged 28
		SP:Iteration 7Q (232411.730000 sec): 3 clusters
  Score: Raw -149912.864358 + Penalty 2382.381694 = -147530.482664
  nChanged 32
		SP:Iteration 8Q (232411.760000 sec): 3 clusters
  Score: Raw -149956.290501 + Penalty 2382.381694 = -147573.908807
  nChanged 27
		SP:Iteration 9Q (232411.790000 sec): 3 clusters
  Score: Raw -150001.228530 + Penalty 2382.381694 = -147618.846836
  nChanged 19
		SP:Iteration 10Q (232411.820000 sec): 3 clusters
  Score: Raw -150015.186059 + Penalty 2382.381694 = -147632.804365
  nChanged 15
		SP:Iteration 11Q (232411.840000 sec): 3 clusters
  Score: Raw -150027.664468 + Penalty 2382.381694 = -147645.282775
  nChanged 13
		SP:Iteration 12Q (232411.870000 sec): 3 clusters
  Score: Raw -150037.065098 + Penalty 2382.381694 = -147654.683404
  nChanged 10
		SP:Iteration 13Q (232411.900000 sec): 3 clusters
  Score: Raw -150045.592902 + Penalty 2382.381694 = -147663.211208
  nChanged 6
		SP:Iteration 14Q (232411.920000 sec): 3 clusters
  Score: Raw -150049.311967 + Penalty 2382.381694 = -147666.930274
  nChanged 3
		SP:Iteration 15Q (232411.950000 sec): 3 clusters
  Score: Raw -150051.540046 + Penalty 2382.381694 = -147669.158352
  nChanged 6
		SP:Iteration 16Q (232411.980000 sec): 3 clusters
  Score: Raw -150055.209300 + Penalty 2382.381694 = -147672.827606
  nChanged 8
		SP:Iteration 17Q (232412.010000 sec): 3 clusters
  Score: Raw -150062.922762 + Penalty 2382.381694 = -147680.541069
  nChanged 5
		SP:Iteration 18Q (232412.040000 sec): 3 clusters
  Score: Raw -150066.642852 + Penalty 2382.381694 = -147684.261158
  nChanged 3
		SP:Iteration 19Q (232412.060000 sec): 3 clusters
  Score: Raw -150068.037742 + Penalty 2382.381694 = -147685.656048
  nChanged 3
		SP:Iteration 20F (232412.090000 sec): 3 clusters
  Score: Raw -150070.173462 + Penalty 2382.381694 = -147687.791768
  nChanged 3
		SP:Iteration 21Q (232412.120000 sec): 3 clusters
  Score: Raw -150071.918425 + Penalty 2382.381694 = -147689.536731
  nChanged 1
		SP:Iteration 22Q (232412.140000 sec): 3 clusters
  Score: Raw -150072.136432 + Penalty 2382.381694 = -147689.754738
  nChanged 0
		SP:Iteration 23F (232412.170000 sec): 3 clusters
  Score: Raw -150072.136432 + Penalty 2382.381694 = -147689.754738
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 109 (4254 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (232412.250000 sec): 2 clusters
  Score: Raw -497535.748556 + Penalty 1357.787437 = -496177.961120
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (232412.330000 sec): 3 clusters
  Score: Raw -495381.340341 + Penalty 2715.574874 = -492665.765467
  nChanged 1691
		SP:Iteration 1F (232412.410000 sec): 3 clusters
  Score: Raw -496314.898421 + Penalty 2715.574874 = -493599.323548
  nChanged 308
		SP:Iteration 2F (232412.480000 sec): 3 clusters
  Score: Raw -496485.103161 + Penalty 2715.574874 = -493769.528287
  nChanged 237
		SP:Iteration 3F (232412.560000 sec): 3 clusters
  Score: Raw -496607.764728 + Penalty 2715.574874 = -493892.189855
  nChanged 202
		SP:Iteration 4Q (232412.640000 sec): 3 clusters
  Score: Raw -496713.299893 + Penalty 2715.574874 = -493997.725020
  nChanged 159
		SP:Iteration 5Q (232412.720000 sec): 3 clusters
  Score: Raw -496793.541955 + Penalty 2715.574874 = -494077.967081
  nChanged 148
		SP:Iteration 6Q (232412.790000 sec): 3 clusters
  Score: Raw -496872.087174 + Penalty 2715.574874 = -494156.512301
  nChanged 136
		SP:Iteration 7Q (232412.870000 sec): 3 clusters
  Score: Raw -496934.232296 + Penalty 2715.574874 = -494218.657423
  nChanged 117
		SP:Iteration 8Q (232412.940000 sec): 3 clusters
  Score: Raw -496990.527124 + Penalty 2715.574874 = -494274.952250
  nChanged 98
		SP:Iteration 9Q (232413.020000 sec): 3 clusters
  Score: Raw -497033.086089 + Penalty 2715.574874 = -494317.511215
  nChanged 79
		SP:Iteration 10Q (232413.100000 sec): 3 clusters
  Score: Raw -497068.652362 + Penalty 2715.574874 = -494353.077488
  nChanged 83
		SP:Iteration 11Q (232413.170000 sec): 3 clusters
  Score: Raw -497108.678637 + Penalty 2715.574874 = -494393.103764
  nChanged 92
		SP:Iteration 12Q (232413.250000 sec): 3 clusters
  Score: Raw -497152.360599 + Penalty 2715.574874 = -494436.785725
  nChanged 83
		SP:Iteration 13Q (232413.320000 sec): 3 clusters
  Score: Raw -497194.236543 + Penalty 2715.574874 = -494478.661670
  nChanged 81
		SP:Iteration 14Q (232413.400000 sec): 3 clusters
  Score: Raw -497231.061630 + Penalty 2715.574874 = -494515.486756
  nChanged 74
		SP:Iteration 15Q (232413.480000 sec): 3 clusters
  Score: Raw -497271.954566 + Penalty 2715.574874 = -494556.379692
  nChanged 95
		SP:Iteration 16Q (232413.550000 sec): 3 clusters
  Score: Raw -497316.435328 + Penalty 2715.574874 = -494600.860455
  nChanged 65
		SP:Iteration 17Q (232413.630000 sec): 3 clusters
  Score: Raw -497346.978113 + Penalty 2715.574874 = -494631.403239
  nChanged 75
		SP:Iteration 18Q (232413.700000 sec): 3 clusters
  Score: Raw -497384.765564 + Penalty 2715.574874 = -494669.190690
  nChanged 53
		SP:Iteration 19Q (232413.780000 sec): 3 clusters
  Score: Raw -497408.367929 + Penalty 2715.574874 = -494692.793056
  nChanged 43
		SP:Iteration 20F (232413.860000 sec): 3 clusters
  Score: Raw -497426.771635 + Penalty 2715.574874 = -494711.196761
  nChanged 34
		SP:Iteration 21Q (232413.930000 sec): 3 clusters
  Score: Raw -497442.164410 + Penalty 2715.574874 = -494726.589536
  nChanged 29
		SP:Iteration 22Q (232414.010000 sec): 3 clusters
  Score: Raw -497456.976296 + Penalty 2715.574874 = -494741.401423
  nChanged 36
		SP:Iteration 23Q (232414.080000 sec): 3 clusters
  Score: Raw -497478.157346 + Penalty 2715.574874 = -494762.582472
  nChanged 34
		SP:Iteration 24Q (232414.160000 sec): 3 clusters
  Score: Raw -497499.506487 + Penalty 2715.574874 = -494783.931614
  nChanged 29
		SP:Iteration 25Q (232414.240000 sec): 3 clusters
  Score: Raw -497514.369110 + Penalty 2715.574874 = -494798.794237
  nChanged 23
		SP:Iteration 26Q (232414.310000 sec): 3 clusters
  Score: Raw -497524.526163 + Penalty 2715.574874 = -494808.951289
  nChanged 27
		SP:Iteration 27Q (232414.390000 sec): 3 clusters
  Score: Raw -497540.558239 + Penalty 2715.574874 = -494824.983365
  nChanged 24
		SP:Iteration 28Q (232414.460000 sec): 3 clusters
  Score: Raw -497551.993981 + Penalty 2715.574874 = -494836.419108
  nChanged 15
		SP:Iteration 29Q (232414.540000 sec): 3 clusters
  Score: Raw -497560.533053 + Penalty 2715.574874 = -494844.958179
  nChanged 14
		SP:Iteration 30Q (232414.610000 sec): 3 clusters
  Score: Raw -497568.627687 + Penalty 2715.574874 = -494853.052814
  nChanged 19
		SP:Iteration 31Q (232414.690000 sec): 3 clusters
  Score: Raw -497576.658638 + Penalty 2715.574874 = -494861.083764
  nChanged 8
		SP:Iteration 32Q (232414.760000 sec): 3 clusters
  Score: Raw -497581.263775 + Penalty 2715.574874 = -494865.688901
  nChanged 11
		SP:Iteration 33Q (232414.840000 sec): 3 clusters
  Score: Raw -497587.697289 + Penalty 2715.574874 = -494872.122416
  nChanged 14
		SP:Iteration 34Q (232414.910000 sec): 3 clusters
  Score: Raw -497595.826054 + Penalty 2715.574874 = -494880.251180
  nChanged 10
		SP:Iteration 35Q (232414.990000 sec): 3 clusters
  Score: Raw -497601.653791 + Penalty 2715.574874 = -494886.078917
  nChanged 16
		SP:Iteration 36Q (232415.060000 sec): 3 clusters
  Score: Raw -497610.351090 + Penalty 2715.574874 = -494894.776216
  nChanged 13
		SP:Iteration 37Q (232415.140000 sec): 3 clusters
  Score: Raw -497616.578636 + Penalty 2715.574874 = -494901.003762
  nChanged 8
		SP:Iteration 38Q (232415.210000 sec): 3 clusters
  Score: Raw -497620.352662 + Penalty 2715.574874 = -494904.777788
  nChanged 3
		SP:Iteration 39Q (232415.280000 sec): 3 clusters
  Score: Raw -497621.938988 + Penalty 2715.574874 = -494906.364114
  nChanged 1
		SP:Iteration 40F (232415.360000 sec): 3 clusters
  Score: Raw -497622.830094 + Penalty 2715.574874 = -494907.255220
  nChanged 5
		SP:Iteration 41Q (232415.440000 sec): 3 clusters
  Score: Raw -497625.163211 + Penalty 2715.574874 = -494909.588338
  nChanged 3
		SP:Iteration 42Q (232415.510000 sec): 3 clusters
  Score: Raw -497626.264656 + Penalty 2715.574874 = -494910.689783
  nChanged 1
		SP:Iteration 43Q (232415.580000 sec): 3 clusters
  Score: Raw -497626.776239 + Penalty 2715.574874 = -494911.201365
  nChanged 1
		SP:Iteration 44Q (232415.660000 sec): 3 clusters
  Score: Raw -497626.949466 + Penalty 2715.574874 = -494911.374592
  nChanged 1
		SP:Iteration 45Q (232415.740000 sec): 3 clusters
  Score: Raw -497627.305877 + Penalty 2715.574874 = -494911.731004
  nChanged 1
		SP:Iteration 46Q (232415.810000 sec): 3 clusters
  Score: Raw -497627.487414 + Penalty 2715.574874 = -494911.912540
  nChanged 1
		SP:Iteration 47Q (232415.880000 sec): 3 clusters
  Score: Raw -497627.889550 + Penalty 2715.574874 = -494912.314676
  nChanged 1
		SP:Iteration 48Q (232415.960000 sec): 3 clusters
  Score: Raw -497628.455340 + Penalty 2715.574874 = -494912.880466
  nChanged 2
		SP:Iteration 49Q (232416.040000 sec): 3 clusters
  Score: Raw -497629.060600 + Penalty 2715.574874 = -494913.485726
  nChanged 1
		SP:Iteration 50Q (232416.110000 sec): 3 clusters
  Score: Raw -497629.278491 + Penalty 2715.574874 = -494913.703617
  nChanged 0
		SP:Iteration 51F (232416.180000 sec): 3 clusters
  Score: Raw -497629.278491 + Penalty 2715.574874 = -494913.703617
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 110 (2353 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (232416.250000 sec): 2 clusters
  Score: Raw -262516.418438 + Penalty 1261.560038 = -261254.858400
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (232416.300000 sec): 3 clusters
  Score: Raw -261489.129723 + Penalty 2523.120076 = -258966.009647
  nChanged 869
		SP:Iteration 1F (232416.340000 sec): 3 clusters
  Score: Raw -262064.998928 + Penalty 2523.120076 = -259541.878852
  nChanged 202
		SP:Iteration 2F (232416.380000 sec): 3 clusters
  Score: Raw -262269.777237 + Penalty 2523.120076 = -259746.657160
  nChanged 168
		SP:Iteration 3F (232416.430000 sec): 3 clusters
  Score: Raw -262390.589267 + Penalty 2523.120076 = -259867.469190
  nChanged 101
		SP:Iteration 4Q (232416.470000 sec): 3 clusters
  Score: Raw -262459.326056 + Penalty 2523.120076 = -259936.205980
  nChanged 79
		SP:Iteration 5Q (232416.510000 sec): 3 clusters
  Score: Raw -262511.037175 + Penalty 2523.120076 = -259987.917098
  nChanged 79
		SP:Iteration 6Q (232416.560000 sec): 3 clusters
  Score: Raw -262557.765076 + Penalty 2523.120076 = -260034.644999
  nChanged 44
		SP:Iteration 7Q (232416.600000 sec): 3 clusters
  Score: Raw -262586.917300 + Penalty 2523.120076 = -260063.797224
  nChanged 44
		SP:Iteration 8Q (232416.640000 sec): 3 clusters
  Score: Raw -262616.090997 + Penalty 2523.120076 = -260092.970920
  nChanged 46
		SP:Iteration 9Q (232416.680000 sec): 3 clusters
  Score: Raw -262641.510085 + Penalty 2523.120076 = -260118.390009
  nChanged 28
		SP:Iteration 10Q (232416.720000 sec): 3 clusters
  Score: Raw -262656.446799 + Penalty 2523.120076 = -260133.326723
  nChanged 29
		SP:Iteration 11Q (232416.770000 sec): 3 clusters
  Score: Raw -262677.648830 + Penalty 2523.120076 = -260154.528754
  nChanged 29
		SP:Iteration 12Q (232416.810000 sec): 3 clusters
  Score: Raw -262695.552324 + Penalty 2523.120076 = -260172.432248
  nChanged 27
		SP:Iteration 13Q (232416.850000 sec): 3 clusters
  Score: Raw -262708.855837 + Penalty 2523.120076 = -260185.735761
  nChanged 20
		SP:Iteration 14Q (232416.900000 sec): 3 clusters
  Score: Raw -262720.448625 + Penalty 2523.120076 = -260197.328549
  nChanged 19
		SP:Iteration 15Q (232416.940000 sec): 3 clusters
  Score: Raw -262731.911775 + Penalty 2523.120076 = -260208.791699
  nChanged 12
		SP:Iteration 16Q (232416.980000 sec): 3 clusters
  Score: Raw -262738.286395 + Penalty 2523.120076 = -260215.166319
  nChanged 10
		SP:Iteration 17Q (232417.020000 sec): 3 clusters
  Score: Raw -262743.962142 + Penalty 2523.120076 = -260220.842066
  nChanged 10
		SP:Iteration 18Q (232417.060000 sec): 3 clusters
  Score: Raw -262751.422673 + Penalty 2523.120076 = -260228.302596
  nChanged 6
		SP:Iteration 19Q (232417.100000 sec): 3 clusters
  Score: Raw -262754.049078 + Penalty 2523.120076 = -260230.929002
  nChanged 4
		SP:Iteration 20F (232417.150000 sec): 3 clusters
  Score: Raw -262756.544247 + Penalty 2523.120076 = -260233.424171
  nChanged 1
		SP:Iteration 21Q (232417.190000 sec): 3 clusters
  Score: Raw -262756.956284 + Penalty 2523.120076 = -260233.836208
  nChanged 1
		SP:Iteration 22Q (232417.230000 sec): 3 clusters
  Score: Raw -262757.975829 + Penalty 2523.120076 = -260234.855753
  nChanged 1
		SP:Iteration 23Q (232417.270000 sec): 3 clusters
  Score: Raw -262759.483515 + Penalty 2523.120076 = -260236.363439
  nChanged 7
		SP:Iteration 24Q (232417.320000 sec): 3 clusters
  Score: Raw -262764.619126 + Penalty 2523.120076 = -260241.499049
  nChanged 10
		SP:Iteration 25Q (232417.360000 sec): 3 clusters
  Score: Raw -262769.500415 + Penalty 2523.120076 = -260246.380339
  nChanged 7
		SP:Iteration 26Q (232417.400000 sec): 3 clusters
  Score: Raw -262775.436959 + Penalty 2523.120076 = -260252.316883
  nChanged 9
		SP:Iteration 27Q (232417.440000 sec): 3 clusters
  Score: Raw -262780.840758 + Penalty 2523.120076 = -260257.720682
  nChanged 9
		SP:Iteration 28Q (232417.480000 sec): 3 clusters
  Score: Raw -262784.998168 + Penalty 2523.120076 = -260261.878092
  nChanged 6
		SP:Iteration 29Q (232417.520000 sec): 3 clusters
  Score: Raw -262787.453557 + Penalty 2523.120076 = -260264.333481
  nChanged 2
		SP:Iteration 30Q (232417.570000 sec): 3 clusters
  Score: Raw -262787.967567 + Penalty 2523.120076 = -260264.847491
  nChanged 0
		SP:Iteration 31F (232417.610000 sec): 3 clusters
  Score: Raw -262787.967567 + Penalty 2523.120076 = -260264.847491
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 111 (3978 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (232417.690000 sec): 2 clusters
  Score: Raw -463785.194191 + Penalty 1346.886850 = -462438.307341
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (232417.770000 sec): 3 clusters
  Score: Raw -461813.352293 + Penalty 2693.773699 = -459119.578594
  nChanged 1576
		SP:Iteration 1F (232417.840000 sec): 3 clusters
  Score: Raw -462745.561613 + Penalty 2693.773699 = -460051.787914
  nChanged 316
		SP:Iteration 2F (232417.920000 sec): 3 clusters
  Score: Raw -462924.702389 + Penalty 2693.773699 = -460230.928689
  nChanged 212
		SP:Iteration 3F (232417.990000 sec): 3 clusters
  Score: Raw -463031.017070 + Penalty 2693.773699 = -460337.243370
  nChanged 167
		SP:Iteration 4Q (232418.070000 sec): 3 clusters
  Score: Raw -463127.062757 + Penalty 2693.773699 = -460433.289058
  nChanged 142
		SP:Iteration 5Q (232418.130000 sec): 3 clusters
  Score: Raw -463200.170636 + Penalty 2693.773699 = -460506.396937
  nChanged 110
		SP:Iteration 6Q (232418.210000 sec): 3 clusters
  Score: Raw -463244.433056 + Penalty 2693.773699 = -460550.659357
  nChanged 86
		SP:Iteration 7Q (232418.280000 sec): 3 clusters
  Score: Raw -463275.107934 + Penalty 2693.773699 = -460581.334235
  nChanged 65
		SP:Iteration 8Q (232418.350000 sec): 3 clusters
  Score: Raw -463300.656353 + Penalty 2693.773699 = -460606.882653
  nChanged 70
		SP:Iteration 9Q (232418.420000 sec): 3 clusters
  Score: Raw -463328.095689 + Penalty 2693.773699 = -460634.321990
  nChanged 64
		SP:Iteration 10Q (232418.490000 sec): 3 clusters
  Score: Raw -463351.192995 + Penalty 2693.773699 = -460657.419296
  nChanged 58
		SP:Iteration 11Q (232418.570000 sec): 3 clusters
  Score: Raw -463373.429728 + Penalty 2693.773699 = -460679.656029
  nChanged 65
		SP:Iteration 12Q (232418.640000 sec): 3 clusters
  Score: Raw -463400.842030 + Penalty 2693.773699 = -460707.068331
  nChanged 73
		SP:Iteration 13Q (232418.710000 sec): 3 clusters
  Score: Raw -463429.636024 + Penalty 2693.773699 = -460735.862325
  nChanged 61
		SP:Iteration 14Q (232418.780000 sec): 3 clusters
  Score: Raw -463454.888153 + Penalty 2693.773699 = -460761.114453
  nChanged 60
		SP:Iteration 15Q (232418.850000 sec): 3 clusters
  Score: Raw -463477.631647 + Penalty 2693.773699 = -460783.857948
  nChanged 52
		SP:Iteration 16Q (232418.920000 sec): 3 clusters
  Score: Raw -463497.537848 + Penalty 2693.773699 = -460803.764148
  nChanged 46
		SP:Iteration 17Q (232418.990000 sec): 3 clusters
  Score: Raw -463512.486128 + Penalty 2693.773699 = -460818.712429
  nChanged 40
		SP:Iteration 18Q (232419.070000 sec): 3 clusters
  Score: Raw -463523.197359 + Penalty 2693.773699 = -460829.423660
  nChanged 30
		SP:Iteration 19Q (232419.140000 sec): 3 clusters
  Score: Raw -463533.014074 + Penalty 2693.773699 = -460839.240375
  nChanged 30
		SP:Iteration 20F (232419.210000 sec): 3 clusters
  Score: Raw -463540.253362 + Penalty 2693.773699 = -460846.479662
  nChanged 26
		SP:Iteration 21Q (232419.280000 sec): 3 clusters
  Score: Raw -463550.815973 + Penalty 2693.773699 = -460857.042274
  nChanged 33
		SP:Iteration 22Q (232419.350000 sec): 3 clusters
  Score: Raw -463561.453671 + Penalty 2693.773699 = -460867.679972
  nChanged 33
		SP:Iteration 23Q (232419.430000 sec): 3 clusters
  Score: Raw -463575.182785 + Penalty 2693.773699 = -460881.409086
  nChanged 39
		SP:Iteration 24Q (232419.490000 sec): 3 clusters
  Score: Raw -463590.724900 + Penalty 2693.773699 = -460896.951200
  nChanged 45
		SP:Iteration 25Q (232419.570000 sec): 3 clusters
  Score: Raw -463609.987917 + Penalty 2693.773699 = -460916.214218
  nChanged 50
		SP:Iteration 26Q (232419.640000 sec): 3 clusters
  Score: Raw -463630.128617 + Penalty 2693.773699 = -460936.354918
  nChanged 43
		SP:Iteration 27Q (232419.710000 sec): 3 clusters
  Score: Raw -463650.487028 + Penalty 2693.773699 = -460956.713329
  nChanged 47
		SP:Iteration 28Q (232419.780000 sec): 3 clusters
  Score: Raw -463672.088289 + Penalty 2693.773699 = -460978.314590
  nChanged 52
		SP:Iteration 29Q (232419.850000 sec): 3 clusters
  Score: Raw -463694.242711 + Penalty 2693.773699 = -461000.469011
  nChanged 45
		SP:Iteration 30Q (232419.930000 sec): 3 clusters
  Score: Raw -463712.963666 + Penalty 2693.773699 = -461019.189967
  nChanged 47
		SP:Iteration 31Q (232420.000000 sec): 3 clusters
  Score: Raw -463736.382395 + Penalty 2693.773699 = -461042.608695
  nChanged 49
		SP:Iteration 32Q (232420.070000 sec): 3 clusters
  Score: Raw -463762.056767 + Penalty 2693.773699 = -461068.283068
  nChanged 49
		SP:Iteration 33Q (232420.140000 sec): 3 clusters
  Score: Raw -463786.403029 + Penalty 2693.773699 = -461092.629329
  nChanged 47
		SP:Iteration 34Q (232420.210000 sec): 3 clusters
  Score: Raw -463807.030495 + Penalty 2693.773699 = -461113.256796
  nChanged 37
		SP:Iteration 35Q (232420.280000 sec): 3 clusters
  Score: Raw -463822.511245 + Penalty 2693.773699 = -461128.737546
  nChanged 40
		SP:Iteration 36Q (232420.350000 sec): 3 clusters
  Score: Raw -463845.455696 + Penalty 2693.773699 = -461151.681997
  nChanged 40
		SP:Iteration 37Q (232420.430000 sec): 3 clusters
  Score: Raw -463869.463700 + Penalty 2693.773699 = -461175.690001
  nChanged 47
		SP:Iteration 38Q (232420.500000 sec): 3 clusters
  Score: Raw -463897.900840 + Penalty 2693.773699 = -461204.127140
  nChanged 57
		SP:Iteration 39Q (232420.570000 sec): 3 clusters
  Score: Raw -463925.425909 + Penalty 2693.773699 = -461231.652210
  nChanged 48
		SP:Iteration 40F (232420.640000 sec): 3 clusters
  Score: Raw -463948.602227 + Penalty 2693.773699 = -461254.828528
  nChanged 39
		SP:Iteration 41Q (232420.710000 sec): 3 clusters
  Score: Raw -463963.353967 + Penalty 2693.773699 = -461269.580267
  nChanged 29
		SP:Iteration 42Q (232420.780000 sec): 3 clusters
  Score: Raw -463975.408412 + Penalty 2693.773699 = -461281.634713
  nChanged 26
		SP:Iteration 43Q (232420.850000 sec): 3 clusters
  Score: Raw -463987.016718 + Penalty 2693.773699 = -461293.243018
  nChanged 35
		SP:Iteration 44Q (232420.920000 sec): 3 clusters
  Score: Raw -463998.199750 + Penalty 2693.773699 = -461304.426051
  nChanged 27
		SP:Iteration 45Q (232420.990000 sec): 3 clusters
  Score: Raw -464006.834011 + Penalty 2693.773699 = -461313.060312
  nChanged 26
		SP:Iteration 46Q (232421.070000 sec): 3 clusters
  Score: Raw -464014.715227 + Penalty 2693.773699 = -461320.941528
  nChanged 14
		SP:Iteration 47Q (232421.140000 sec): 3 clusters
  Score: Raw -464019.395269 + Penalty 2693.773699 = -461325.621570
  nChanged 18
		SP:Iteration 48Q (232421.210000 sec): 3 clusters
  Score: Raw -464024.981895 + Penalty 2693.773699 = -461331.208196
  nChanged 20
		SP:Iteration 49Q (232421.280000 sec): 3 clusters
  Score: Raw -464031.813945 + Penalty 2693.773699 = -461338.040246
  nChanged 28
		SP:Iteration 50Q (232421.350000 sec): 3 clusters
  Score: Raw -464041.929489 + Penalty 2693.773699 = -461348.155790
  nChanged 27
		SP:Iteration 51Q (232421.410000 sec): 3 clusters
  Score: Raw -464051.605541 + Penalty 2693.773699 = -461357.831842
  nChanged 22
		SP:Iteration 52Q (232421.490000 sec): 3 clusters
  Score: Raw -464056.165259 + Penalty 2693.773699 = -461362.391560
  nChanged 12
		SP:Iteration 53Q (232421.560000 sec): 3 clusters
  Score: Raw -464058.949873 + Penalty 2693.773699 = -461365.176174
  nChanged 15
		SP:Iteration 54Q (232421.630000 sec): 3 clusters
  Score: Raw -464063.833487 + Penalty 2693.773699 = -461370.059788
  nChanged 15
		SP:Iteration 55Q (232421.700000 sec): 3 clusters
  Score: Raw -464068.696846 + Penalty 2693.773699 = -461374.923146
  nChanged 14
		SP:Iteration 56Q (232421.770000 sec): 3 clusters
  Score: Raw -464073.466611 + Penalty 2693.773699 = -461379.692912
  nChanged 15
		SP:Iteration 57Q (232421.840000 sec): 3 clusters
  Score: Raw -464077.860130 + Penalty 2693.773699 = -461384.086431
  nChanged 15
		SP:Iteration 58Q (232421.910000 sec): 3 clusters
  Score: Raw -464081.898879 + Penalty 2693.773699 = -461388.125180
  nChanged 16
		SP:Iteration 59Q (232421.980000 sec): 3 clusters
  Score: Raw -464085.664134 + Penalty 2693.773699 = -461391.890434
  nChanged 12
		SP:Iteration 60F (232422.050000 sec): 3 clusters
  Score: Raw -464090.127219 + Penalty 2693.773699 = -461396.353520
  nChanged 15
		SP:Iteration 61Q (232422.130000 sec): 3 clusters
  Score: Raw -464095.823052 + Penalty 2693.773699 = -461402.049353
  nChanged 16
		SP:Iteration 62Q (232422.190000 sec): 3 clusters
  Score: Raw -464100.605453 + Penalty 2693.773699 = -461406.831754
  nChanged 11
		SP:Iteration 63Q (232422.270000 sec): 3 clusters
  Score: Raw -464103.739965 + Penalty 2693.773699 = -461409.966265
  nChanged 8
		SP:Iteration 64Q (232422.340000 sec): 3 clusters
  Score: Raw -464106.367871 + Penalty 2693.773699 = -461412.594172
  nChanged 10
		SP:Iteration 65Q (232422.410000 sec): 3 clusters
  Score: Raw -464110.487765 + Penalty 2693.773699 = -461416.714065
  nChanged 14
		SP:Iteration 66Q (232422.480000 sec): 3 clusters
  Score: Raw -464113.859968 + Penalty 2693.773699 = -461420.086269
  nChanged 9
		SP:Iteration 67Q (232422.550000 sec): 3 clusters
  Score: Raw -464116.658778 + Penalty 2693.773699 = -461422.885079
  nChanged 14
		SP:Iteration 68Q (232422.620000 sec): 3 clusters
  Score: Raw -464120.919477 + Penalty 2693.773699 = -461427.145778
  nChanged 17
		SP:Iteration 69Q (232422.690000 sec): 3 clusters
  Score: Raw -464125.441751 + Penalty 2693.773699 = -461431.668051
  nChanged 12
		SP:Iteration 70Q (232422.760000 sec): 3 clusters
  Score: Raw -464130.391250 + Penalty 2693.773699 = -461436.617550
  nChanged 17
		SP:Iteration 71Q (232422.830000 sec): 3 clusters
  Score: Raw -464135.584003 + Penalty 2693.773699 = -461441.810303
  nChanged 13
		SP:Iteration 72Q (232422.900000 sec): 3 clusters
  Score: Raw -464139.519793 + Penalty 2693.773699 = -461445.746094
  nChanged 13
		SP:Iteration 73Q (232422.970000 sec): 3 clusters
  Score: Raw -464144.401676 + Penalty 2693.773699 = -461450.627977
  nChanged 15
		SP:Iteration 74Q (232423.040000 sec): 3 clusters
  Score: Raw -464149.409137 + Penalty 2693.773699 = -461455.635437
  nChanged 16
		SP:Iteration 75Q (232423.110000 sec): 3 clusters
  Score: Raw -464154.773318 + Penalty 2693.773699 = -461460.999619
  nChanged 18
		SP:Iteration 76Q (232423.190000 sec): 3 clusters
  Score: Raw -464160.632525 + Penalty 2693.773699 = -461466.858825
  nChanged 19
		SP:Iteration 77Q (232423.250000 sec): 3 clusters
  Score: Raw -464167.327467 + Penalty 2693.773699 = -461473.553768
  nChanged 26
		SP:Iteration 78Q (232423.330000 sec): 3 clusters
  Score: Raw -464175.076885 + Penalty 2693.773699 = -461481.303186
  nChanged 11
		SP:Iteration 79Q (232423.390000 sec): 3 clusters
  Score: Raw -464178.651067 + Penalty 2693.773699 = -461484.877367
  nChanged 8
		SP:Iteration 80F (232423.470000 sec): 3 clusters
  Score: Raw -464181.013256 + Penalty 2693.773699 = -461487.239557
  nChanged 8
		SP:Iteration 81Q (232423.540000 sec): 3 clusters
  Score: Raw -464183.470388 + Penalty 2693.773699 = -461489.696688
  nChanged 10
		SP:Iteration 82Q (232423.610000 sec): 3 clusters
  Score: Raw -464186.467847 + Penalty 2693.773699 = -461492.694147
  nChanged 14
		SP:Iteration 83Q (232423.670000 sec): 3 clusters
  Score: Raw -464190.848695 + Penalty 2693.773699 = -461497.074996
  nChanged 15
		SP:Iteration 84Q (232423.750000 sec): 3 clusters
  Score: Raw -464196.226520 + Penalty 2693.773699 = -461502.452821
  nChanged 16
		SP:Iteration 85Q (232423.820000 sec): 3 clusters
  Score: Raw -464202.152784 + Penalty 2693.773699 = -461508.379084
  nChanged 14
		SP:Iteration 86Q (232423.890000 sec): 3 clusters
  Score: Raw -464206.479257 + Penalty 2693.773699 = -461512.705558
  nChanged 6
		SP:Iteration 87Q (232423.960000 sec): 3 clusters
  Score: Raw -464208.417125 + Penalty 2693.773699 = -461514.643426
  nChanged 8
		SP:Iteration 88Q (232424.030000 sec): 3 clusters
  Score: Raw -464211.375209 + Penalty 2693.773699 = -461517.601510
  nChanged 6
		SP:Iteration 89Q (232424.090000 sec): 3 clusters
  Score: Raw -464213.106037 + Penalty 2693.773699 = -461519.332338
  nChanged 3
		SP:Iteration 90Q (232424.170000 sec): 3 clusters
  Score: Raw -464213.652586 + Penalty 2693.773699 = -461519.878887
  nChanged 1
		SP:Iteration 91Q (232424.230000 sec): 3 clusters
  Score: Raw -464213.976643 + Penalty 2693.773699 = -461520.202944
  nChanged 3
		SP:Iteration 92Q (232424.310000 sec): 3 clusters
  Score: Raw -464215.887087 + Penalty 2693.773699 = -461522.113387
  nChanged 7
		SP:Iteration 93Q (232424.370000 sec): 3 clusters
  Score: Raw -464217.860976 + Penalty 2693.773699 = -461524.087277
  nChanged 7
		SP:Iteration 94Q (232424.440000 sec): 3 clusters
  Score: Raw -464220.570931 + Penalty 2693.773699 = -461526.797231
  nChanged 3
		SP:Iteration 95Q (232424.510000 sec): 3 clusters
  Score: Raw -464221.240256 + Penalty 2693.773699 = -461527.466557
  nChanged 3
		SP:Iteration 96Q (232424.580000 sec): 3 clusters
  Score: Raw -464221.802490 + Penalty 2693.773699 = -461528.028791
  nChanged 1
		SP:Iteration 97Q (232424.650000 sec): 3 clusters
  Score: Raw -464222.008140 + Penalty 2693.773699 = -461528.234440
  nChanged 1
		SP:Iteration 98Q (232424.720000 sec): 3 clusters
  Score: Raw -464222.158162 + Penalty 2693.773699 = -461528.384462
  nChanged 0
		SP:Iteration 99F (232424.790000 sec): 3 clusters
  Score: Raw -464222.158162 + Penalty 2693.773699 = -461528.384462
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 112 (720 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (232424.850000 sec): 2 clusters
  Score: Raw -84178.076696 + Penalty 1069.128322 = -83108.948374
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (232424.870000 sec): 3 clusters
  Score: Raw -84040.255062 + Penalty 2138.256644 = -81901.998418
  nChanged 180
		SP:Iteration 1F (232424.880000 sec): 3 clusters
  Score: Raw -84247.253312 + Penalty 2138.256644 = -82108.996669
  nChanged 46
		SP:Iteration 2F (232424.890000 sec): 3 clusters
  Score: Raw -84316.754934 + Penalty 2138.256644 = -82178.498290
  nChanged 27
		SP:Iteration 3Q (232424.910000 sec): 3 clusters
  Score: Raw -84357.677901 + Penalty 2138.256644 = -82219.421257
  nChanged 20
		SP:Iteration 4Q (232424.920000 sec): 3 clusters
  Score: Raw -84388.786700 + Penalty 2138.256644 = -82250.530056
  nChanged 19
		SP:Iteration 5Q (232424.940000 sec): 3 clusters
  Score: Raw -84412.467684 + Penalty 2138.256644 = -82274.211040
  nChanged 17
		SP:Iteration 6Q (232424.950000 sec): 3 clusters
  Score: Raw -84432.259969 + Penalty 2138.256644 = -82294.003325
  nChanged 11
		SP:Iteration 7Q (232424.970000 sec): 3 clusters
  Score: Raw -84447.831196 + Penalty 2138.256644 = -82309.574552
  nChanged 9
		SP:Iteration 8Q (232424.980000 sec): 3 clusters
  Score: Raw -84456.918729 + Penalty 2138.256644 = -82318.662085
  nChanged 8
		SP:Iteration 9Q (232424.990000 sec): 3 clusters
  Score: Raw -84469.194897 + Penalty 2138.256644 = -82330.938253
  nChanged 8
		SP:Iteration 10Q (232425.010000 sec): 3 clusters
  Score: Raw -84480.293016 + Penalty 2138.256644 = -82342.036372
  nChanged 3
		SP:Iteration 11Q (232425.020000 sec): 3 clusters
  Score: Raw -84483.413002 + Penalty 2138.256644 = -82345.156358
  nChanged 1
		SP:Iteration 12Q (232425.040000 sec): 3 clusters
  Score: Raw -84485.377749 + Penalty 2138.256644 = -82347.121105
  nChanged 2
		SP:Iteration 13Q (232425.050000 sec): 3 clusters
  Score: Raw -84490.340037 + Penalty 2138.256644 = -82352.083393
  nChanged 3
		SP:Iteration 14Q (232425.070000 sec): 3 clusters
  Score: Raw -84492.696440 + Penalty 2138.256644 = -82354.439797
  nChanged 2
		SP:Iteration 15Q (232425.080000 sec): 3 clusters
  Score: Raw -84493.995169 + Penalty 2138.256644 = -82355.738526
  nChanged 1
		SP:Iteration 16Q (232425.090000 sec): 3 clusters
  Score: Raw -84495.230288 + Penalty 2138.256644 = -82356.973644
  nChanged 2
		SP:Iteration 17Q (232425.110000 sec): 3 clusters
  Score: Raw -84497.155556 + Penalty 2138.256644 = -82358.898912
  nChanged 0
		SP:Iteration 18F (232425.120000 sec): 3 clusters
  Score: Raw -84497.155556 + Penalty 2138.256644 = -82358.898912
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 113 (4064 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (232425.200000 sec): 2 clusters
  Score: Raw -466813.893521 + Penalty 1350.362486 = -465463.531036
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (232425.290000 sec): 3 clusters
  Score: Raw -464861.497963 + Penalty 2700.724972 = -462160.772991
  nChanged 1593
		SP:Iteration 1F (232425.370000 sec): 3 clusters
  Score: Raw -465902.262893 + Penalty 2700.724972 = -463201.537921
  nChanged 389
		SP:Iteration 2F (232425.440000 sec): 3 clusters
  Score: Raw -466225.601317 + Penalty 2700.724972 = -463524.876346
  nChanged 293
		SP:Iteration 3F (232425.510000 sec): 3 clusters
  Score: Raw -466480.828269 + Penalty 2700.724972 = -463780.103297
  nChanged 218
		SP:Iteration 4F (232425.590000 sec): 3 clusters
  Score: Raw -466651.802658 + Penalty 2700.724972 = -463951.077687
  nChanged 177
		SP:Iteration 5Q (232425.660000 sec): 3 clusters
  Score: Raw -466782.709122 + Penalty 2700.724972 = -464081.984151
  nChanged 142
		SP:Iteration 6Q (232425.730000 sec): 3 clusters
  Score: Raw -466886.276976 + Penalty 2700.724972 = -464185.552005
  nChanged 136
		SP:Iteration 7Q (232425.810000 sec): 3 clusters
  Score: Raw -466974.488472 + Penalty 2700.724972 = -464273.763501
  nChanged 109
		SP:Iteration 8Q (232425.880000 sec): 3 clusters
  Score: Raw -467042.450920 + Penalty 2700.724972 = -464341.725949
  nChanged 89
		SP:Iteration 9Q (232425.950000 sec): 3 clusters
  Score: Raw -467090.502549 + Penalty 2700.724972 = -464389.777577
  nChanged 66
		SP:Iteration 10Q (232426.030000 sec): 3 clusters
  Score: Raw -467128.210021 + Penalty 2700.724972 = -464427.485049
  nChanged 54
		SP:Iteration 11Q (232426.100000 sec): 3 clusters
  Score: Raw -467156.556473 + Penalty 2700.724972 = -464455.831502
  nChanged 50
		SP:Iteration 12Q (232426.170000 sec): 3 clusters
  Score: Raw -467179.647540 + Penalty 2700.724972 = -464478.922569
  nChanged 39
		SP:Iteration 13Q (232426.240000 sec): 3 clusters
  Score: Raw -467192.057990 + Penalty 2700.724972 = -464491.333019
  nChanged 29
		SP:Iteration 14Q (232426.310000 sec): 3 clusters
  Score: Raw -467200.658615 + Penalty 2700.724972 = -464499.933643
  nChanged 25
		SP:Iteration 15Q (232426.390000 sec): 3 clusters
  Score: Raw -467208.582510 + Penalty 2700.724972 = -464507.857538
  nChanged 22
		SP:Iteration 16Q (232426.460000 sec): 3 clusters
  Score: Raw -467215.598311 + Penalty 2700.724972 = -464514.873340
  nChanged 16
		SP:Iteration 17Q (232426.530000 sec): 3 clusters
  Score: Raw -467219.332841 + Penalty 2700.724972 = -464518.607869
  nChanged 13
		SP:Iteration 18Q (232426.600000 sec): 3 clusters
  Score: Raw -467223.172682 + Penalty 2700.724972 = -464522.447710
  nChanged 10
		SP:Iteration 19Q (232426.670000 sec): 3 clusters
  Score: Raw -467226.197452 + Penalty 2700.724972 = -464525.472480
  nChanged 13
		SP:Iteration 20F (232426.750000 sec): 3 clusters
  Score: Raw -467229.670089 + Penalty 2700.724972 = -464528.945118
  nChanged 12
		SP:Iteration 21Q (232426.820000 sec): 3 clusters
  Score: Raw -467234.931821 + Penalty 2700.724972 = -464534.206849
  nChanged 10
		SP:Iteration 22Q (232426.890000 sec): 3 clusters
  Score: Raw -467238.657971 + Penalty 2700.724972 = -464537.932999
  nChanged 8
		SP:Iteration 23Q (232426.970000 sec): 3 clusters
  Score: Raw -467240.433777 + Penalty 2700.724972 = -464539.708806
  nChanged 9
		SP:Iteration 24Q (232427.040000 sec): 3 clusters
  Score: Raw -467243.745501 + Penalty 2700.724972 = -464543.020530
  nChanged 16
		SP:Iteration 25Q (232427.110000 sec): 3 clusters
  Score: Raw -467247.999432 + Penalty 2700.724972 = -464547.274461
  nChanged 12
		SP:Iteration 26Q (232427.180000 sec): 3 clusters
  Score: Raw -467250.303468 + Penalty 2700.724972 = -464549.578496
  nChanged 13
		SP:Iteration 27Q (232427.250000 sec): 3 clusters
  Score: Raw -467254.165003 + Penalty 2700.724972 = -464553.440032
  nChanged 10
		SP:Iteration 28Q (232427.330000 sec): 3 clusters
  Score: Raw -467256.548897 + Penalty 2700.724972 = -464555.823926
  nChanged 9
		SP:Iteration 29Q (232427.400000 sec): 3 clusters
  Score: Raw -467258.829238 + Penalty 2700.724972 = -464558.104266
  nChanged 9
		SP:Iteration 30Q (232427.470000 sec): 3 clusters
  Score: Raw -467261.973216 + Penalty 2700.724972 = -464561.248244
  nChanged 11
		SP:Iteration 31Q (232427.550000 sec): 3 clusters
  Score: Raw -467264.363374 + Penalty 2700.724972 = -464563.638403
  nChanged 8
		SP:Iteration 32Q (232427.620000 sec): 3 clusters
  Score: Raw -467265.850732 + Penalty 2700.724972 = -464565.125760
  nChanged 5
		SP:Iteration 33Q (232427.690000 sec): 3 clusters
  Score: Raw -467266.890163 + Penalty 2700.724972 = -464566.165192
  nChanged 4
		SP:Iteration 34Q (232427.760000 sec): 3 clusters
  Score: Raw -467268.757538 + Penalty 2700.724972 = -464568.032567
  nChanged 8
		SP:Iteration 35Q (232427.830000 sec): 3 clusters
  Score: Raw -467270.542163 + Penalty 2700.724972 = -464569.817191
  nChanged 3
		SP:Iteration 36Q (232427.910000 sec): 3 clusters
  Score: Raw -467271.155044 + Penalty 2700.724972 = -464570.430072
  nChanged 3
		SP:Iteration 37Q (232427.980000 sec): 3 clusters
  Score: Raw -467271.675041 + Penalty 2700.724972 = -464570.950069
  nChanged 0
		SP:Iteration 38F (232428.050000 sec): 3 clusters
  Score: Raw -467271.675041 + Penalty 2700.724972 = -464570.950069
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 114 (7464 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (232428.140000 sec): 2 clusters
  Score: Raw -892099.811739 + Penalty 1449.150096 = -890650.661644
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (232428.290000 sec): 3 clusters
  Score: Raw -888072.427160 + Penalty 2898.300191 = -885174.126968
  nChanged 3162
		SP:Iteration 1F (232428.390000 sec): 3 clusters
  Score: Raw -889861.281199 + Penalty 2898.300191 = -886962.981008
  nChanged 590
		SP:Iteration 2F (232428.510000 sec): 3 clusters
  Score: Raw -890260.688961 + Penalty 2898.300191 = -887362.388770
  nChanged 551
		SP:Iteration 3F (232428.620000 sec): 3 clusters
  Score: Raw -890655.931016 + Penalty 2898.300191 = -887757.630825
  nChanged 518
		SP:Iteration 4F (232428.730000 sec): 3 clusters
  Score: Raw -891032.643880 + Penalty 2898.300191 = -888134.343689
  nChanged 477
		SP:Iteration 5F (232428.840000 sec): 3 clusters
  Score: Raw -891375.414121 + Penalty 2898.300191 = -888477.113929
  nChanged 401
		SP:Iteration 6F (232428.950000 sec): 3 clusters
  Score: Raw -891691.533190 + Penalty 2898.300191 = -888793.232998
  nChanged 330
		SP:Iteration 7Q (232429.060000 sec): 3 clusters
  Score: Raw -891964.490675 + Penalty 2898.300191 = -889066.190484
  nChanged 273
		SP:Iteration 8Q (232429.180000 sec): 3 clusters
  Score: Raw -892212.437881 + Penalty 2898.300191 = -889314.137690
  nChanged 197
		SP:Iteration 9Q (232429.290000 sec): 3 clusters
  Score: Raw -892424.154825 + Penalty 2898.300191 = -889525.854634
  nChanged 151
		SP:Iteration 10Q (232429.400000 sec): 3 clusters
  Score: Raw -892590.121237 + Penalty 2898.300191 = -889691.821045
  nChanged 105
		SP:Iteration 11Q (232429.510000 sec): 3 clusters
  Score: Raw -892694.707822 + Penalty 2898.300191 = -889796.407631
  nChanged 83
		SP:Iteration 12Q (232429.620000 sec): 3 clusters
  Score: Raw -892762.819532 + Penalty 2898.300191 = -889864.519341
  nChanged 63
		SP:Iteration 13Q (232429.740000 sec): 3 clusters
  Score: Raw -892808.392003 + Penalty 2898.300191 = -889910.091812
  nChanged 48
		SP:Iteration 14Q (232429.850000 sec): 3 clusters
  Score: Raw -892833.074090 + Penalty 2898.300191 = -889934.773899
  nChanged 28
		SP:Iteration 15Q (232429.970000 sec): 3 clusters
  Score: Raw -892844.474600 + Penalty 2898.300191 = -889946.174409
  nChanged 21
		SP:Iteration 16Q (232430.080000 sec): 3 clusters
  Score: Raw -892853.241502 + Penalty 2898.300191 = -889954.941311
  nChanged 12
		SP:Iteration 17Q (232430.200000 sec): 3 clusters
  Score: Raw -892859.120620 + Penalty 2898.300191 = -889960.820429
  nChanged 12
		SP:Iteration 18Q (232430.310000 sec): 3 clusters
  Score: Raw -892864.227417 + Penalty 2898.300191 = -889965.927225
  nChanged 10
		SP:Iteration 19Q (232430.430000 sec): 3 clusters
  Score: Raw -892867.115585 + Penalty 2898.300191 = -889968.815393
  nChanged 1
		SP:Iteration 20F (232430.550000 sec): 3 clusters
  Score: Raw -892867.334412 + Penalty 2898.300191 = -889969.034220
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 115 (3204 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (232430.630000 sec): 2 clusters
  Score: Raw -359725.591205 + Penalty 1311.725238 = -358413.865967
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (232430.690000 sec): 3 clusters
  Score: Raw -358227.681892 + Penalty 2623.450475 = -355604.231417
  nChanged 1218
		SP:Iteration 1F (232430.760000 sec): 3 clusters
  Score: Raw -359111.415172 + Penalty 2623.450475 = -356487.964697
  nChanged 310
		SP:Iteration 2F (232430.820000 sec): 3 clusters
  Score: Raw -359399.401945 + Penalty 2623.450475 = -356775.951470
  nChanged 224
		SP:Iteration 3F (232430.880000 sec): 3 clusters
  Score: Raw -359611.887114 + Penalty 2623.450475 = -356988.436639
  nChanged 191
		SP:Iteration 4F (232430.940000 sec): 3 clusters
  Score: Raw -359791.452936 + Penalty 2623.450475 = -357168.002461
  nChanged 154
		SP:Iteration 5Q (232431.000000 sec): 3 clusters
  Score: Raw -359934.669726 + Penalty 2623.450475 = -357311.219251
  nChanged 123
		SP:Iteration 6Q (232431.050000 sec): 3 clusters
  Score: Raw -360040.426670 + Penalty 2623.450475 = -357416.976195
  nChanged 93
		SP:Iteration 7Q (232431.110000 sec): 3 clusters
  Score: Raw -360099.026341 + Penalty 2623.450475 = -357475.575866
  nChanged 70
		SP:Iteration 8Q (232431.170000 sec): 3 clusters
  Score: Raw -360147.114936 + Penalty 2623.450475 = -357523.664461
  nChanged 70
		SP:Iteration 9Q (232431.230000 sec): 3 clusters
  Score: Raw -360193.146545 + Penalty 2623.450475 = -357569.696070
  nChanged 62
		SP:Iteration 10Q (232431.290000 sec): 3 clusters
  Score: Raw -360224.995993 + Penalty 2623.450475 = -357601.545518
  nChanged 39
		SP:Iteration 11Q (232431.340000 sec): 3 clusters
  Score: Raw -360244.573812 + Penalty 2623.450475 = -357621.123336
  nChanged 30
		SP:Iteration 12Q (232431.400000 sec): 3 clusters
  Score: Raw -360260.691580 + Penalty 2623.450475 = -357637.241105
  nChanged 30
		SP:Iteration 13Q (232431.460000 sec): 3 clusters
  Score: Raw -360278.787745 + Penalty 2623.450475 = -357655.337270
  nChanged 21
		SP:Iteration 14Q (232431.510000 sec): 3 clusters
  Score: Raw -360287.967571 + Penalty 2623.450475 = -357664.517096
  nChanged 13
		SP:Iteration 15Q (232431.570000 sec): 3 clusters
  Score: Raw -360292.753099 + Penalty 2623.450475 = -357669.302624
  nChanged 7
		SP:Iteration 16Q (232431.630000 sec): 3 clusters
  Score: Raw -360294.901766 + Penalty 2623.450475 = -357671.451291
  nChanged 3
		SP:Iteration 17Q (232431.690000 sec): 3 clusters
  Score: Raw -360295.496763 + Penalty 2623.450475 = -357672.046288
  nChanged 4
		SP:Iteration 18Q (232431.740000 sec): 3 clusters
  Score: Raw -360296.587545 + Penalty 2623.450475 = -357673.137070
  nChanged 1
		SP:Iteration 19Q (232431.800000 sec): 3 clusters
  Score: Raw -360296.922594 + Penalty 2623.450475 = -357673.472118
  nChanged 1
		SP:Iteration 20F (232431.860000 sec): 3 clusters
  Score: Raw -360297.068330 + Penalty 2623.450475 = -357673.617855
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 116 (6664 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (232431.950000 sec): 2 clusters
  Score: Raw -759619.661833 + Penalty 1430.727217 = -758188.934616
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (232432.080000 sec): 3 clusters
  Score: Raw -756022.420441 + Penalty 2861.454435 = -753160.966006
  nChanged 2760
		SP:Iteration 1F (232432.190000 sec): 3 clusters
  Score: Raw -757510.229326 + Penalty 2861.454435 = -754648.774891
  nChanged 462
		SP:Iteration 2F (232432.290000 sec): 3 clusters
  Score: Raw -757770.181980 + Penalty 2861.454435 = -754908.727545
  nChanged 389
		SP:Iteration 3F (232432.410000 sec): 3 clusters
  Score: Raw -757991.733877 + Penalty 2861.454435 = -755130.279443
  nChanged 397
		SP:Iteration 4F (232432.510000 sec): 3 clusters
  Score: Raw -758251.802729 + Penalty 2861.454435 = -755390.348294
  nChanged 392
		SP:Iteration 5F (232432.620000 sec): 3 clusters
  Score: Raw -758518.067132 + Penalty 2861.454435 = -755656.612697
  nChanged 366
		SP:Iteration 6F (232432.730000 sec): 3 clusters
  Score: Raw -758788.818146 + Penalty 2861.454435 = -755927.363711
  nChanged 347
		SP:Iteration 7F (232432.840000 sec): 3 clusters
  Score: Raw -759046.923665 + Penalty 2861.454435 = -756185.469231
  nChanged 254
		SP:Iteration 8Q (232432.950000 sec): 3 clusters
  Score: Raw -759235.539194 + Penalty 2861.454435 = -756374.084760
  nChanged 221
		SP:Iteration 9Q (232433.060000 sec): 3 clusters
  Score: Raw -759390.746735 + Penalty 2861.454435 = -756529.292301
  nChanged 146
		SP:Iteration 10Q (232433.170000 sec): 3 clusters
  Score: Raw -759483.354691 + Penalty 2861.454435 = -756621.900257
  nChanged 107
		SP:Iteration 11Q (232433.270000 sec): 3 clusters
  Score: Raw -759549.927452 + Penalty 2861.454435 = -756688.473017
  nChanged 81
		SP:Iteration 12Q (232433.380000 sec): 3 clusters
  Score: Raw -759603.091024 + Penalty 2861.454435 = -756741.636589
  nChanged 65
		SP:Iteration 13Q (232433.490000 sec): 3 clusters
  Score: Raw -759641.081711 + Penalty 2861.454435 = -756779.627277
  nChanged 53
		SP:Iteration 14Q (232433.590000 sec): 3 clusters
  Score: Raw -759668.467879 + Penalty 2861.454435 = -756807.013444
  nChanged 41
		SP:Iteration 15Q (232433.700000 sec): 3 clusters
  Score: Raw -759687.906895 + Penalty 2861.454435 = -756826.452460
  nChanged 35
		SP:Iteration 16Q (232433.810000 sec): 3 clusters
  Score: Raw -759709.939279 + Penalty 2861.454435 = -756848.484845
  nChanged 25
		SP:Iteration 17Q (232433.910000 sec): 3 clusters
  Score: Raw -759726.948279 + Penalty 2861.454435 = -756865.493844
  nChanged 22
		SP:Iteration 18Q (232434.020000 sec): 3 clusters
  Score: Raw -759741.315534 + Penalty 2861.454435 = -756879.861099
  nChanged 19
		SP:Iteration 19Q (232434.130000 sec): 3 clusters
  Score: Raw -759753.740489 + Penalty 2861.454435 = -756892.286054
  nChanged 19
		SP:Iteration 20F (232434.240000 sec): 3 clusters
  Score: Raw -759763.468894 + Penalty 2861.454435 = -756902.014459
  nChanged 20
		SP:Iteration 21Q (232434.340000 sec): 3 clusters
  Score: Raw -759772.652919 + Penalty 2861.454435 = -756911.198485
  nChanged 13
		SP:Iteration 22Q (232434.440000 sec): 3 clusters
  Score: Raw -759779.614626 + Penalty 2861.454435 = -756918.160191
  nChanged 10
		SP:Iteration 23Q (232434.550000 sec): 3 clusters
  Score: Raw -759786.192727 + Penalty 2861.454435 = -756924.738293
  nChanged 8
		SP:Iteration 24Q (232434.650000 sec): 3 clusters
  Score: Raw -759791.383873 + Penalty 2861.454435 = -756929.929438
  nChanged 10
		SP:Iteration 25Q (232434.760000 sec): 3 clusters
  Score: Raw -759797.269693 + Penalty 2861.454435 = -756935.815258
  nChanged 9
		SP:Iteration 26Q (232434.860000 sec): 3 clusters
  Score: Raw -759802.880511 + Penalty 2861.454435 = -756941.426076
  nChanged 6
		SP:Iteration 27Q (232434.970000 sec): 3 clusters
  Score: Raw -759807.128404 + Penalty 2861.454435 = -756945.673970
  nChanged 9
		SP:Iteration 28Q (232435.080000 sec): 3 clusters
  Score: Raw -759813.769805 + Penalty 2861.454435 = -756952.315370
  nChanged 9
		SP:Iteration 29Q (232435.180000 sec): 3 clusters
  Score: Raw -759817.918553 + Penalty 2861.454435 = -756956.464118
  nChanged 5
		SP:Iteration 30Q (232435.290000 sec): 3 clusters
  Score: Raw -759819.734147 + Penalty 2861.454435 = -756958.279713
  nChanged 5
		SP:Iteration 31Q (232435.400000 sec): 3 clusters
  Score: Raw -759822.406053 + Penalty 2861.454435 = -756960.951618
  nChanged 3
		SP:Iteration 32Q (232435.510000 sec): 3 clusters
  Score: Raw -759823.901879 + Penalty 2861.454435 = -756962.447444
  nChanged 3
		SP:Iteration 33Q (232435.610000 sec): 3 clusters
  Score: Raw -759825.508664 + Penalty 2861.454435 = -756964.054229
  nChanged 3
		SP:Iteration 34Q (232435.720000 sec): 3 clusters
  Score: Raw -759826.422526 + Penalty 2861.454435 = -756964.968091
  nChanged 0
		SP:Iteration 35F (232435.830000 sec): 3 clusters
  Score: Raw -759826.422526 + Penalty 2861.454435 = -756964.968091
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 117 (630 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (232435.890000 sec): 2 clusters
  Score: Raw -71781.436924 + Penalty 1047.429471 = -70734.007453
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (232435.900000 sec): 3 clusters
  Score: Raw -71657.688943 + Penalty 2094.858941 = -69562.830001
  nChanged 156
		SP:Iteration 1F (232435.920000 sec): 3 clusters
  Score: Raw -71838.420011 + Penalty 2094.858941 = -69743.561069
  nChanged 44
		SP:Iteration 2F (232435.930000 sec): 3 clusters
  Score: Raw -71917.603842 + Penalty 2094.858941 = -69822.744900
  nChanged 29
		SP:Iteration 3Q (232435.940000 sec): 3 clusters
  Score: Raw -71967.726479 + Penalty 2094.858941 = -69872.867538
  nChanged 19
		SP:Iteration 4Q (232435.960000 sec): 3 clusters
  Score: Raw -72005.237386 + Penalty 2094.858941 = -69910.378444
  nChanged 18
		SP:Iteration 5Q (232435.970000 sec): 3 clusters
  Score: Raw -72035.156669 + Penalty 2094.858941 = -69940.297728
  nChanged 13
		SP:Iteration 6Q (232435.990000 sec): 3 clusters
  Score: Raw -72054.718269 + Penalty 2094.858941 = -69959.859328
  nChanged 10
		SP:Iteration 7Q (232436.000000 sec): 3 clusters
  Score: Raw -72082.208437 + Penalty 2094.858941 = -69987.349496
  nChanged 7
		SP:Iteration 8Q (232436.010000 sec): 3 clusters
  Score: Raw -72092.263056 + Penalty 2094.858941 = -69997.404115
  nChanged 3
		SP:Iteration 9Q (232436.020000 sec): 3 clusters
  Score: Raw -72094.937782 + Penalty 2094.858941 = -70000.078840
  nChanged 1
		SP:Iteration 10Q (232436.040000 sec): 3 clusters
  Score: Raw -72096.399747 + Penalty 2094.858941 = -70001.540805
  nChanged 3
		SP:Iteration 11Q (232436.050000 sec): 3 clusters
  Score: Raw -72101.050356 + Penalty 2094.858941 = -70006.191415
  nChanged 1
		SP:Iteration 12Q (232436.070000 sec): 3 clusters
  Score: Raw -72104.588353 + Penalty 2094.858941 = -70009.729412
  nChanged 2
		SP:Iteration 13Q (232436.080000 sec): 3 clusters
  Score: Raw -72106.145086 + Penalty 2094.858941 = -70011.286145
  nChanged 0
		SP:Iteration 14F (232436.090000 sec): 3 clusters
  Score: Raw -72106.145086 + Penalty 2094.858941 = -70011.286145
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 118 (50856 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (232436.480000 sec): 2 clusters
  Score: Raw -6381478.611182 + Penalty 1760.972426 = -6379717.638757
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (232436.980000 sec): 3 clusters
  Score: Raw -6349148.709262 + Penalty 3521.944851 = -6345626.764410
  nChanged 23872
		SP:Iteration 1F (232437.480000 sec): 3 clusters
  Score: Raw -6362626.675222 + Penalty 3521.944851 = -6359104.730371
  nChanged 2174
		SP:Iteration 2Q (232437.970000 sec): 3 clusters
  Score: Raw -6363342.138899 + Penalty 3521.944851 = -6359820.194048
  nChanged 2481
		SP:Iteration 3Q (232438.470000 sec): 3 clusters
  Score: Raw -6364408.877329 + Penalty 3521.944851 = -6360886.932478
  nChanged 3152
		SP:Iteration 4F (232438.930000 sec): 3 clusters
  Score: Raw -6366265.912162 + Penalty 3521.944851 = -6362743.967311
  nChanged 3840
		SP:Iteration 5F (232439.430000 sec): 3 clusters
  Score: Raw -6369012.284358 + Penalty 3521.944851 = -6365490.339507
  nChanged 4099
		SP:Iteration 6F (232439.900000 sec): 3 clusters
  Score: Raw -6372167.061129 + Penalty 3521.944851 = -6368645.116277
  nChanged 3533
		SP:Iteration 7F (232440.400000 sec): 3 clusters
  Score: Raw -6374878.243949 + Penalty 3521.944851 = -6371356.299098
  nChanged 2777
		SP:Iteration 8F (232440.860000 sec): 3 clusters
  Score: Raw -6377157.206965 + Penalty 3521.944851 = -6373635.262114
  nChanged 2148
		SP:Iteration 9Q (232441.350000 sec): 3 clusters
  Score: Raw -6379059.319642 + Penalty 3521.944851 = -6375537.374791
  nChanged 1467
		SP:Iteration 10Q (232441.790000 sec): 3 clusters
  Score: Raw -6380405.861140 + Penalty 3521.944851 = -6376883.916289
  nChanged 767
		SP:Iteration 11Q (232442.270000 sec): 3 clusters
  Score: Raw -6381107.208304 + Penalty 3521.944851 = -6377585.263453
  nChanged 305
		SP:Iteration 12Q (232442.700000 sec): 3 clusters
  Score: Raw -6381397.145878 + Penalty 3521.944851 = -6377875.201027
  nChanged 135
		SP:Iteration 13Q (232443.110000 sec): 3 clusters
  Score: Raw -6381553.447441 + Penalty 3521.944851 = -6378031.502590
  nChanged 53
		SP:Iteration 14Q (232443.520000 sec): 3 clusters
  Score: Raw -6381627.988034 + Penalty 3521.944851 = -6378106.043183
  nChanged 24
		SP:Iteration 15Q (232443.920000 sec): 3 clusters
  Score: Raw -6381657.549867 + Penalty 3521.944851 = -6378135.605016
  nChanged 15
		SP:Iteration 16Q (232444.330000 sec): 3 clusters
  Score: Raw -6381679.018742 + Penalty 3521.944851 = -6378157.073890
  nChanged 9
		SP:Iteration 17Q (232444.760000 sec): 3 clusters
  Score: Raw -6381691.153116 + Penalty 3521.944851 = -6378169.208264
  nChanged 5
		SP:Iteration 18Q (232445.160000 sec): 3 clusters
  Score: Raw -6381701.394506 + Penalty 3521.944851 = -6378179.449654
  nChanged 4
		SP:Iteration 19Q (232445.570000 sec): 3 clusters
  Score: Raw -6381706.616419 + Penalty 3521.944851 = -6378184.671567
  nChanged 1
		SP:Iteration 20F (232446.020000 sec): 3 clusters
  Score: Raw -6381707.922206 + Penalty 3521.944851 = -6378185.977354
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 119 (304 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (232446.070000 sec): 2 clusters
  Score: Raw -30144.169087 + Penalty 929.017001 = -29215.152086
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (232446.080000 sec): 3 clusters
  Score: Raw -30245.496946 + Penalty 1858.034003 = -28387.462943
  nChanged 59
		SP:Iteration 1F (232446.080000 sec): 3 clusters
  Score: Raw -30375.061946 + Penalty 1858.034003 = -28517.027943
  nChanged 17
		SP:Iteration 2F (232446.090000 sec): 3 clusters
  Score: Raw -30454.052952 + Penalty 1858.034003 = -28596.018949
  nChanged 14
		SP:Iteration 3Q (232446.100000 sec): 3 clusters
  Score: Raw -30504.882986 + Penalty 1858.034003 = -28646.848983
  nChanged 7
		SP:Iteration 4Q (232446.110000 sec): 3 clusters
  Score: Raw -30541.879508 + Penalty 1858.034003 = -28683.845505
  nChanged 8
		SP:Iteration 5Q (232446.120000 sec): 3 clusters
  Score: Raw -30561.903674 + Penalty 1858.034003 = -28703.869671
  nChanged 4
		SP:Iteration 6Q (232446.120000 sec): 3 clusters
  Score: Raw -30575.769080 + Penalty 1858.034003 = -28717.735077
  nChanged 3
		SP:Iteration 7Q (232446.130000 sec): 3 clusters
  Score: Raw -30588.705466 + Penalty 1858.034003 = -28730.671463
  nChanged 6
		SP:Iteration 8Q (232446.140000 sec): 3 clusters
  Score: Raw -30611.708854 + Penalty 1858.034003 = -28753.674851
  nChanged 6
		SP:Iteration 9Q (232446.150000 sec): 3 clusters
  Score: Raw -30634.487224 + Penalty 1858.034003 = -28776.453221
  nChanged 4
		SP:Iteration 10Q (232446.160000 sec): 3 clusters
  Score: Raw -30656.188235 + Penalty 1858.034003 = -28798.154232
  nChanged 4
		SP:Iteration 11Q (232446.160000 sec): 3 clusters
  Score: Raw -30664.838135 + Penalty 1858.034003 = -28806.804132
  nChanged 0
		SP:Iteration 12F (232446.170000 sec): 3 clusters
  Score: Raw -30664.838135 + Penalty 1858.034003 = -28806.804132
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 120 (1790 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (232446.250000 sec): 2 clusters
  Score: Raw -205250.994938 + Penalty 1217.120271 = -204033.874667
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (232446.290000 sec): 3 clusters
  Score: Raw -204511.931963 + Penalty 2434.240542 = -202077.691421
  nChanged 614
		SP:Iteration 1F (232446.320000 sec): 3 clusters
  Score: Raw -204970.959654 + Penalty 2434.240542 = -202536.719112
  nChanged 152
		SP:Iteration 2F (232446.350000 sec): 3 clusters
  Score: Raw -205107.217792 + Penalty 2434.240542 = -202672.977250
  nChanged 103
		SP:Iteration 3F (232446.380000 sec): 3 clusters
  Score: Raw -205191.805791 + Penalty 2434.240542 = -202757.565249
  nChanged 81
		SP:Iteration 4Q (232446.420000 sec): 3 clusters
  Score: Raw -205265.422595 + Penalty 2434.240542 = -202831.182053
  nChanged 61
		SP:Iteration 5Q (232446.450000 sec): 3 clusters
  Score: Raw -205323.193486 + Penalty 2434.240542 = -202888.952944
  nChanged 54
		SP:Iteration 6Q (232446.480000 sec): 3 clusters
  Score: Raw -205363.831804 + Penalty 2434.240542 = -202929.591262
  nChanged 46
		SP:Iteration 7Q (232446.520000 sec): 3 clusters
  Score: Raw -205401.392006 + Penalty 2434.240542 = -202967.151464
  nChanged 37
		SP:Iteration 8Q (232446.550000 sec): 3 clusters
  Score: Raw -205436.700917 + Penalty 2434.240542 = -203002.460375
  nChanged 42
		SP:Iteration 9Q (232446.580000 sec): 3 clusters
  Score: Raw -205470.306591 + Penalty 2434.240542 = -203036.066049
  nChanged 37
		SP:Iteration 10Q (232446.620000 sec): 3 clusters
  Score: Raw -205494.398872 + Penalty 2434.240542 = -203060.158330
  nChanged 24
		SP:Iteration 11Q (232446.650000 sec): 3 clusters
  Score: Raw -205510.612839 + Penalty 2434.240542 = -203076.372297
  nChanged 19
		SP:Iteration 12Q (232446.680000 sec): 3 clusters
  Score: Raw -205525.866345 + Penalty 2434.240542 = -203091.625803
  nChanged 17
		SP:Iteration 13Q (232446.720000 sec): 3 clusters
  Score: Raw -205538.893133 + Penalty 2434.240542 = -203104.652591
  nChanged 15
		SP:Iteration 14Q (232446.750000 sec): 3 clusters
  Score: Raw -205549.073104 + Penalty 2434.240542 = -203114.832562
  nChanged 7
		SP:Iteration 15Q (232446.780000 sec): 3 clusters
  Score: Raw -205553.061368 + Penalty 2434.240542 = -203118.820826
  nChanged 5
		SP:Iteration 16Q (232446.810000 sec): 3 clusters
  Score: Raw -205555.442455 + Penalty 2434.240542 = -203121.201913
  nChanged 3
		SP:Iteration 17Q (232446.840000 sec): 3 clusters
  Score: Raw -205558.601378 + Penalty 2434.240542 = -203124.360836
  nChanged 5
		SP:Iteration 18Q (232446.880000 sec): 3 clusters
  Score: Raw -205561.285302 + Penalty 2434.240542 = -203127.044760
  nChanged 4
		SP:Iteration 19Q (232446.910000 sec): 3 clusters
  Score: Raw -205564.753754 + Penalty 2434.240542 = -203130.513212
  nChanged 2
		SP:Iteration 20F (232446.940000 sec): 3 clusters
  Score: Raw -205566.848814 + Penalty 2434.240542 = -203132.608272
  nChanged 3
		SP:Iteration 21Q (232446.980000 sec): 3 clusters
  Score: Raw -205569.050571 + Penalty 2434.240542 = -203134.810029
  nChanged 0
		SP:Iteration 22F (232447.010000 sec): 3 clusters
  Score: Raw -205569.050571 + Penalty 2434.240542 = -203134.810029
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 121 (620 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (232447.070000 sec): 2 clusters
  Score: Raw -70513.902749 + Penalty 1044.829415 = -69469.073333
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (232447.080000 sec): 3 clusters
  Score: Raw -70367.097853 + Penalty 2089.658830 = -68277.439023
  nChanged 157
		SP:Iteration 1F (232447.100000 sec): 3 clusters
  Score: Raw -70555.053633 + Penalty 2089.658830 = -68465.394802
  nChanged 54
		SP:Iteration 2F (232447.110000 sec): 3 clusters
  Score: Raw -70632.086606 + Penalty 2089.658830 = -68542.427775
  nChanged 23
		SP:Iteration 3Q (232447.120000 sec): 3 clusters
  Score: Raw -70664.574698 + Penalty 2089.658830 = -68574.915868
  nChanged 11
		SP:Iteration 4Q (232447.130000 sec): 3 clusters
  Score: Raw -70677.801594 + Penalty 2089.658830 = -68588.142763
  nChanged 10
		SP:Iteration 5Q (232447.140000 sec): 3 clusters
  Score: Raw -70689.607131 + Penalty 2089.658830 = -68599.948301
  nChanged 6
		SP:Iteration 6Q (232447.150000 sec): 3 clusters
  Score: Raw -70696.173260 + Penalty 2089.658830 = -68606.514430
  nChanged 6
		SP:Iteration 7Q (232447.160000 sec): 3 clusters
  Score: Raw -70708.569177 + Penalty 2089.658830 = -68618.910347
  nChanged 7
		SP:Iteration 8Q (232447.180000 sec): 3 clusters
  Score: Raw -70720.409126 + Penalty 2089.658830 = -68630.750295
  nChanged 3
		SP:Iteration 9Q (232447.190000 sec): 3 clusters
  Score: Raw -70723.615866 + Penalty 2089.658830 = -68633.957036
  nChanged 1
		SP:Iteration 10Q (232447.200000 sec): 3 clusters
  Score: Raw -70728.374477 + Penalty 2089.658830 = -68638.715646
  nChanged 2
		SP:Iteration 11Q (232447.220000 sec): 3 clusters
  Score: Raw -70730.930779 + Penalty 2089.658830 = -68641.271949
  nChanged 1
		SP:Iteration 12Q (232447.230000 sec): 3 clusters
  Score: Raw -70731.502357 + Penalty 2089.658830 = -68641.843527
  nChanged 1
		SP:Iteration 13Q (232447.240000 sec): 3 clusters
  Score: Raw -70732.192131 + Penalty 2089.658830 = -68642.533301
  nChanged 0
		SP:Iteration 14F (232447.250000 sec): 3 clusters
  Score: Raw -70732.192131 + Penalty 2089.658830 = -68642.533301
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 122 (1216 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (232447.310000 sec): 2 clusters
  Score: Raw -141240.410771 + Penalty 1154.289835 = -140086.120936
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (232447.340000 sec): 3 clusters
  Score: Raw -140817.189883 + Penalty 2308.579670 = -138508.610213
  nChanged 405
		SP:Iteration 1F (232447.360000 sec): 3 clusters
  Score: Raw -141139.498543 + Penalty 2308.579670 = -138830.918873
  nChanged 100
		SP:Iteration 2F (232447.380000 sec): 3 clusters
  Score: Raw -141240.937695 + Penalty 2308.579670 = -138932.358025
  nChanged 60
		SP:Iteration 3Q (232447.400000 sec): 3 clusters
  Score: Raw -141304.089263 + Penalty 2308.579670 = -138995.509593
  nChanged 34
		SP:Iteration 4Q (232447.430000 sec): 3 clusters
  Score: Raw -141339.369117 + Penalty 2308.579670 = -139030.789447
  nChanged 30
		SP:Iteration 5Q (232447.450000 sec): 3 clusters
  Score: Raw -141367.341807 + Penalty 2308.579670 = -139058.762137
  nChanged 25
		SP:Iteration 6Q (232447.470000 sec): 3 clusters
  Score: Raw -141390.523315 + Penalty 2308.579670 = -139081.943645
  nChanged 19
		SP:Iteration 7Q (232447.500000 sec): 3 clusters
  Score: Raw -141402.351211 + Penalty 2308.579670 = -139093.771541
  nChanged 10
		SP:Iteration 8Q (232447.520000 sec): 3 clusters
  Score: Raw -141408.780148 + Penalty 2308.579670 = -139100.200478
  nChanged 7
		SP:Iteration 9Q (232447.540000 sec): 3 clusters
  Score: Raw -141415.275987 + Penalty 2308.579670 = -139106.696316
  nChanged 5
		SP:Iteration 10Q (232447.560000 sec): 3 clusters
  Score: Raw -141419.780241 + Penalty 2308.579670 = -139111.200571
  nChanged 6
		SP:Iteration 11Q (232447.590000 sec): 3 clusters
  Score: Raw -141424.751772 + Penalty 2308.579670 = -139116.172101
  nChanged 4
		SP:Iteration 12Q (232447.610000 sec): 3 clusters
  Score: Raw -141429.437314 + Penalty 2308.579670 = -139120.857644
  nChanged 7
		SP:Iteration 13Q (232447.630000 sec): 3 clusters
  Score: Raw -141433.366585 + Penalty 2308.579670 = -139124.786914
  nChanged 3
		SP:Iteration 14Q (232447.660000 sec): 3 clusters
  Score: Raw -141439.915411 + Penalty 2308.579670 = -139131.335740
  nChanged 7
		SP:Iteration 15Q (232447.680000 sec): 3 clusters
  Score: Raw -141447.702824 + Penalty 2308.579670 = -139139.123154
  nChanged 7
		SP:Iteration 16Q (232447.700000 sec): 3 clusters
  Score: Raw -141457.232723 + Penalty 2308.579670 = -139148.653053
  nChanged 6
		SP:Iteration 17Q (232447.720000 sec): 3 clusters
  Score: Raw -141466.259948 + Penalty 2308.579670 = -139157.680278
  nChanged 7
		SP:Iteration 18Q (232447.750000 sec): 3 clusters
  Score: Raw -141472.576186 + Penalty 2308.579670 = -139163.996516
  nChanged 8
		SP:Iteration 19Q (232447.770000 sec): 3 clusters
  Score: Raw -141478.115855 + Penalty 2308.579670 = -139169.536185
  nChanged 4
		SP:Iteration 20F (232447.790000 sec): 3 clusters
  Score: Raw -141480.037972 + Penalty 2308.579670 = -139171.458301
  nChanged 1
		SP:Iteration 21Q (232447.820000 sec): 3 clusters
  Score: Raw -141480.882445 + Penalty 2308.579670 = -139172.302775
  nChanged 1
		SP:Iteration 22Q (232447.840000 sec): 3 clusters
  Score: Raw -141481.502862 + Penalty 2308.579670 = -139172.923191
  nChanged 1
		SP:Iteration 23Q (232447.860000 sec): 3 clusters
  Score: Raw -141481.973874 + Penalty 2308.579670 = -139173.394204
  nChanged 0
		SP:Iteration 24F (232447.880000 sec): 3 clusters
  Score: Raw -141481.973874 + Penalty 2308.579670 = -139173.394204
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 123 (1016 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (232447.940000 sec): 2 clusters
  Score: Raw -116579.674194 + Penalty 1125.089652 = -115454.584542
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (232447.960000 sec): 3 clusters
  Score: Raw -116262.133421 + Penalty 2250.179304 = -114011.954117
  nChanged 323
		SP:Iteration 1F (232447.980000 sec): 3 clusters
  Score: Raw -116562.705855 + Penalty 2250.179304 = -114312.526551
  nChanged 92
		SP:Iteration 2F (232448.000000 sec): 3 clusters
  Score: Raw -116676.903899 + Penalty 2250.179304 = -114426.724595
  nChanged 48
		SP:Iteration 3Q (232448.020000 sec): 3 clusters
  Score: Raw -116740.132920 + Penalty 2250.179304 = -114489.953616
  nChanged 33
		SP:Iteration 4Q (232448.050000 sec): 3 clusters
  Score: Raw -116772.312688 + Penalty 2250.179304 = -114522.133384
  nChanged 22
		SP:Iteration 5Q (232448.070000 sec): 3 clusters
  Score: Raw -116796.070098 + Penalty 2250.179304 = -114545.890794
  nChanged 12
		SP:Iteration 6Q (232448.090000 sec): 3 clusters
  Score: Raw -116811.401449 + Penalty 2250.179304 = -114561.222145
  nChanged 10
		SP:Iteration 7Q (232448.110000 sec): 3 clusters
  Score: Raw -116822.868479 + Penalty 2250.179304 = -114572.689175
  nChanged 9
		SP:Iteration 8Q (232448.130000 sec): 3 clusters
  Score: Raw -116830.141417 + Penalty 2250.179304 = -114579.962113
  nChanged 10
		SP:Iteration 9Q (232448.150000 sec): 3 clusters
  Score: Raw -116839.619226 + Penalty 2250.179304 = -114589.439922
  nChanged 10
		SP:Iteration 10Q (232448.170000 sec): 3 clusters
  Score: Raw -116850.213824 + Penalty 2250.179304 = -114600.034520
  nChanged 7
		SP:Iteration 11Q (232448.190000 sec): 3 clusters
  Score: Raw -116857.602599 + Penalty 2250.179304 = -114607.423295
  nChanged 5
		SP:Iteration 12Q (232448.210000 sec): 3 clusters
  Score: Raw -116861.368260 + Penalty 2250.179304 = -114611.188956
  nChanged 0
		SP:Iteration 13F (232448.230000 sec): 3 clusters
  Score: Raw -116861.368260 + Penalty 2250.179304 = -114611.188956
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.81 GB.

 Trying to split cluster 124 (975 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (232448.280000 sec): 2 clusters
  Score: Raw -101152.224759 + Penalty 1118.396089 = -100033.828670
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (232448.300000 sec): 3 clusters
  Score: Raw -100885.377064 + Penalty 2236.792178 = -98648.584886
  nChanged 279
		SP:Iteration 1F (232448.320000 sec): 3 clusters
  Score: Raw -101277.219157 + Penalty 2236.792178 = -99040.426979
  nChanged 102
		SP:Iteration 2F (232448.340000 sec): 3 clusters
  Score: Raw -101524.222791 + Penalty 2236.792178 = -99287.430613
  nChanged 77
		SP:Iteration 3F (232448.360000 sec): 3 clusters
  Score: Raw -101810.314541 + Penalty 2236.792178 = -99573.522363
  nChanged 67
		SP:Iteration 4F (232448.380000 sec): 3 clusters
  Score: Raw -101972.789000 + Penalty 2236.792178 = -99735.996821
  nChanged 36
		SP:Iteration 5Q (232448.400000 sec): 3 clusters
  Score: Raw -102020.037011 + Penalty 2236.792178 = -99783.244833
  nChanged 27
		SP:Iteration 6Q (232448.420000 sec): 3 clusters
  Score: Raw -102063.215845 + Penalty 2236.792178 = -99826.423667
  nChanged 19
		SP:Iteration 7Q (232448.430000 sec): 3 clusters
  Score: Raw -102104.875074 + Penalty 2236.792178 = -99868.082896
  nChanged 10
		SP:Iteration 8Q (232448.450000 sec): 3 clusters
  Score: Raw -102119.408918 + Penalty 2236.792178 = -99882.616740
  nChanged 8
		SP:Iteration 9Q (232448.470000 sec): 3 clusters
  Score: Raw -102125.934735 + Penalty 2236.792178 = -99889.142557
  nChanged 2
		SP:Iteration 10Q (232448.490000 sec): 3 clusters
  Score: Raw -102129.206174 + Penalty 2236.792178 = -99892.413996
  nChanged 4
		SP:Iteration 11Q (232448.500000 sec): 3 clusters
  Score: Raw -102133.830703 + Penalty 2236.792178 = -99897.038525
  nChanged 2
		SP:Iteration 12Q (232448.520000 sec): 3 clusters
  Score: Raw -102136.967099 + Penalty 2236.792178 = -99900.174921
  nChanged 1
		SP:Iteration 13Q (232448.540000 sec): 3 clusters
  Score: Raw -102138.195566 + Penalty 2236.792178 = -99901.403388
  nChanged 0
		SP:Iteration 14F (232448.560000 sec): 3 clusters
  Score: Raw -102138.195566 + Penalty 2236.792178 = -99901.403388
  nChanged 0
Time taken for this iteration:125577.010000 seconds.
 21->125 Clusters: Score -118904380.262626, best is -118905231.993925

Main iterations: 669 (time per iteration =34672.536604 ms)
Total iterations: 69542 (time per iteration =333.552774 ms)

Def. Iteration metric 2:
Iteration_metric2 += (scalar)(nDims*nDims)*(scalar)(nPoints)
Iterations metric 2: 972320773824.000000 (time per metric unit =23.856250ns)

Def. Iteration metric 3:
Iteration_metric3 += (scalar)(nDims*nDims)*(scalar)(nDims*nPoints)
Iterations metric 3: 23335698571776.000000 (time per metric unit=994.010396ps)

That took 23195.926988 seconds.
